id	sid	tid	token	lemma	pos
afs-72267	1	1	journal	journal	NOUN
afs-72267	1	2	of	of	ADP
afs-72267	1	3	agricultural	agricultural	ADJ
afs-72267	1	4	science	science	NOUN
afs-72267	1	5	in	in	ADP
afs-72267	1	6	finland	finland	PROPN
afs-72267	1	7	maataloustieteellinen	maataloustieteellinen	PROPN
afs-72267	1	8	aikakauskirja	aikakauskirja	PROPN
afs-72267	1	9	voi	voi	PROPN
afs-72267	1	10	.	.	PROPN
afs-72267	2	1	59	59	NUM
afs-72267	2	2	:	:	PUNCT
afs-72267	2	3	251—354	251—354	NUM
afs-72267	2	4	the	the	DET
afs-72267	2	5	returns	return	NOUN
afs-72267	2	6	to	to	ADP
afs-72267	2	7	investment	investment	NOUN
afs-72267	2	8	in	in	ADP
afs-72267	2	9	agricultural	agricultural	ADJ
afs-72267	2	10	research	research	NOUN
afs-72267	2	11	in	in	ADP
afs-72267	2	12	finland	finland	PROPN
afs-72267	2	13	1950—1984	1950—1984	PROPN
afs-72267	2	14	selostus	selostus	PROPN
afs-72267	2	15	:	:	PUNCT
afs-72267	2	16	maataloustutkimuksen	maataloustutkimuksen	NOUN
afs-72267	2	17	tuotto	tuotto	PROPN
afs-72267	2	18	suomessa	suomessa	PROPN
afs-72267	2	19	1950—1984	1950—1984	PROPN
afs-72267	2	20	john	john	PROPN
afs-72267	2	21	sumelius	sumelius	PROPN
afs-72267	2	22	agricultural	agricultural	ADJ
afs-72267	2	23	economics	economics	PROPN
afs-72267	2	24	research	research	PROPN
afs-72267	2	25	institute	institute	PROPN
afs-72267	2	26	,	,	PUNCT
afs-72267	2	27	luutnantintie	luutnantintie	VERB
afs-72267	2	28	13	13	NUM
afs-72267	2	29	sf-00410	sf-00410	PROPN
afs-72267	2	30	helsinki	helsinki	PROPN
afs-72267	2	31	,	,	PUNCT
afs-72267	2	32	finland	finland	PROPN
afs-72267	2	33	academic	academic	ADJ
afs-72267	2	34	dissertation	dissertation	NOUN
afs-72267	2	35	to	to	PART
afs-72267	2	36	be	be	AUX
afs-72267	2	37	presented	present	VERB
afs-72267	2	38	,	,	PUNCT
afs-72267	2	39	with	with	ADP
afs-72267	2	40	the	the	DET
afs-72267	2	41	permission	permission	NOUN
afs-72267	2	42	of	of	ADP
afs-72267	2	43	the	the	DET
afs-72267	2	44	faculty	faculty	NOUN
afs-72267	2	45	of	of	ADP
afs-72267	2	46	agriculture	agriculture	NOUN
afs-72267	2	47	and	and	CCONJ
afs-72267	2	48	forestry	forestry	NOUN
afs-72267	2	49	of	of	ADP
afs-72267	2	50	the	the	DET
afs-72267	2	51	university	university	PROPN
afs-72267	2	52	of	of	ADP
afs-72267	2	53	helsinki	helsinki	PROPN
afs-72267	2	54	,	,	PUNCT
afs-72267	2	55	for	for	ADP
afs-72267	2	56	public	public	ADJ
afs-72267	2	57	criticism	criticism	NOUN
afs-72267	2	58	in	in	ADP
afs-72267	2	59	auditorium	auditorium	NOUN
afs-72267	2	60	porthania	porthania	NOUN
afs-72267	2	61	111	111	NUM
afs-72267	2	62	,	,	PUNCT
afs-72267	2	63	on	on	ADP
afs-72267	2	64	december	december	PROPN
afs-72267	2	65	18	18	NUM
afs-72267	2	66	,	,	PUNCT
afs-72267	2	67	1987	1987	NUM
afs-72267	2	68	,	,	PUNCT
afs-72267	2	69	at	at	ADP
afs-72267	2	70	12	12	NUM
afs-72267	2	71	o’clock	o’clock	ADJ
afs-72267	2	72	noon	noon	NOUN
afs-72267	2	73	.	.	PUNCT
afs-72267	3	1	suomen	suomen	PROPN
afs-72267	3	2	maataloustieteellinen	maataloustieteellinen	PROPN
afs-72267	3	3	seura	seura	PROPN
afs-72267	3	4	helsinki	helsinki	PROPN
afs-72267	3	5	https://www.c-info.fi/en/info/?token=kbyk4ap6ne5hvvq8.2ycfahd6bfymo4rn4jfxha.ivjqntakxwb8fkxlenwmvos1p5hrr0k57ks9x8cubafmvu8fcyma8gmk_insog3hrz1jrblznyi0naox2-hauo5iu9vf0sipdirwofrecxr3b4ootyrdcmvcnxor0w5dysrtbsk-rzs_ehcwwvgnf4scmss16k0ae_yh	https://www.c-info.fi/en/info/?token=kbyk4ap6ne5hvvq8.2ycfahd6bfymo4rn4jfxha.ivjqntakxwb8fkxlenwmvos1p5hrr0k57ks9x8cubafmvu8fcyma8gmk_insog3hrz1jrblznyi0naox2-hauo5iu9vf0sipdirwofrecxr3b4ootyrdcmvcnxor0w5dysrtbsk-rzs_ehcwwvgnf4scmss16k0ae_yh	PROPN
afs-72267	3	6	preface	preface	NOUN
afs-72267	3	7	the	the	DET
afs-72267	3	8	returns	return	NOUN
afs-72267	3	9	to	to	ADP
afs-72267	3	10	agricultural	agricultural	ADJ
afs-72267	3	11	research	research	NOUN
afs-72267	3	12	have	have	AUX
afs-72267	3	13	been	be	AUX
afs-72267	3	14	analysed	analyse	VERB
afs-72267	3	15	to	to	ADP
afs-72267	3	16	a	a	DET
afs-72267	3	17	rather	rather	ADV
afs-72267	3	18	limited	limited	ADJ
afs-72267	3	19	extent	extent	NOUN
afs-72267	3	20	in	in	ADP
afs-72267	3	21	the	the	DET
afs-72267	3	22	nordic	nordic	ADJ
afs-72267	3	23	countries	country	NOUN
afs-72267	3	24	.	.	PUNCT
afs-72267	4	1	the	the	DET
afs-72267	4	2	interest	interest	NOUN
afs-72267	4	3	in	in	ADP
afs-72267	4	4	the	the	DET
afs-72267	4	5	research	research	NOUN
afs-72267	4	6	on	on	ADP
afs-72267	4	7	this	this	DET
afs-72267	4	8	subject	subject	NOUN
afs-72267	4	9	is	be	AUX
afs-72267	4	10	,	,	PUNCT
afs-72267	4	11	however	however	ADV
afs-72267	4	12	,	,	PUNCT
afs-72267	4	13	increasing	increase	VERB
afs-72267	4	14	.	.	PUNCT
afs-72267	5	1	on	on	ADP
afs-72267	5	2	the	the	DET
afs-72267	5	3	initiative	initiative	NOUN
afs-72267	5	4	of	of	ADP
afs-72267	5	5	the	the	DET
afs-72267	5	6	scandinavian	scandinavian	ADJ
afs-72267	5	7	association	association	NOUN
afs-72267	5	8	of	of	ADP
afs-72267	5	9	agricultural	agricultural	ADJ
afs-72267	5	10	scientists	scientist	NOUN
afs-72267	5	11	(	(	PUNCT
afs-72267	5	12	njf	njf	NOUN
afs-72267	5	13	)	)	PUNCT
afs-72267	5	14	a	a	DET
afs-72267	5	15	research	research	NOUN
afs-72267	5	16	symposium	symposium	NOUN
afs-72267	5	17	was	be	AUX
afs-72267	5	18	held	hold	VERB
afs-72267	5	19	in	in	ADP
afs-72267	5	20	the	the	DET
afs-72267	5	21	spring	spring	NOUN
afs-72267	5	22	1985	1985	NUM
afs-72267	5	23	in	in	ADP
afs-72267	5	24	sweden	sweden	PROPN
afs-72267	5	25	where	where	SCONJ
afs-72267	5	26	the	the	DET
afs-72267	5	27	topic	topic	NOUN
afs-72267	5	28	was	be	AUX
afs-72267	5	29	discussed	discuss	VERB
afs-72267	5	30	.	.	PUNCT
afs-72267	6	1	the	the	DET
afs-72267	6	2	participants	participant	NOUN
afs-72267	6	3	from	from	ADP
afs-72267	6	4	finland	finland	PROPN
afs-72267	6	5	and	and	CCONJ
afs-72267	6	6	sweden	sweden	PROPN
afs-72267	6	7	decided	decide	VERB
afs-72267	6	8	to	to	PART
afs-72267	6	9	start	start	VERB
afs-72267	6	10	working	work	VERB
afs-72267	6	11	on	on	ADP
afs-72267	6	12	this	this	DET
afs-72267	6	13	field	field	NOUN
afs-72267	6	14	immediately	immediately	ADV
afs-72267	6	15	.	.	PUNCT
afs-72267	7	1	some	some	DET
afs-72267	7	2	preliminary	preliminary	ADJ
afs-72267	7	3	results	result	NOUN
afs-72267	7	4	were	be	AUX
afs-72267	7	5	presented	present	VERB
afs-72267	7	6	on	on	ADP
afs-72267	7	7	the	the	DET
afs-72267	7	8	xviii	xviii	PROPN
afs-72267	7	9	congress	congress	PROPN
afs-72267	7	10	of	of	ADP
afs-72267	7	11	njf	njf	NOUN
afs-72267	7	12	in	in	ADP
afs-72267	7	13	the	the	DET
afs-72267	7	14	summer	summer	NOUN
afs-72267	7	15	1987	1987	NUM
afs-72267	7	16	.	.	PUNCT
afs-72267	8	1	the	the	DET
afs-72267	8	2	present	present	ADJ
afs-72267	8	3	study	study	NOUN
afs-72267	8	4	is	be	AUX
afs-72267	8	5	an	an	DET
afs-72267	8	6	outcome	outcome	NOUN
afs-72267	8	7	of	of	ADP
afs-72267	8	8	this	this	DET
afs-72267	8	9	concrete	concrete	ADJ
afs-72267	8	10	cooperation	cooperation	NOUN
afs-72267	8	11	between	between	ADP
afs-72267	8	12	the	the	DET
afs-72267	8	13	nordic	nordic	ADJ
afs-72267	8	14	countries	country	NOUN
afs-72267	8	15	.	.	PUNCT
afs-72267	9	1	the	the	DET
afs-72267	9	2	study	study	NOUN
afs-72267	9	3	was	be	AUX
afs-72267	9	4	carried	carry	VERB
afs-72267	9	5	out	out	ADP
afs-72267	9	6	at	at	ADP
afs-72267	9	7	the	the	DET
afs-72267	9	8	agricultural	agricultural	ADJ
afs-72267	9	9	economics	economics	PROPN
afs-72267	9	10	research	research	PROPN
afs-72267	9	11	institute	institute	PROPN
afs-72267	9	12	.	.	PUNCT
afs-72267	10	1	without	without	ADP
afs-72267	10	2	the	the	DET
afs-72267	10	3	encouragement	encouragement	NOUN
afs-72267	10	4	,	,	PUNCT
afs-72267	10	5	guidance	guidance	NOUN
afs-72267	10	6	and	and	CCONJ
afs-72267	10	7	generous	generous	ADJ
afs-72267	10	8	help	help	NOUN
afs-72267	10	9	of	of	ADP
afs-72267	10	10	professor	professor	NOUN
afs-72267	10	11	lauri	lauri	PROPN
afs-72267	10	12	kettunen	kettunen	PROPN
afs-72267	10	13	,	,	PUNCT
afs-72267	10	14	head	head	NOUN
afs-72267	10	15	of	of	ADP
afs-72267	10	16	the	the	DET
afs-72267	10	17	marketing	marketing	NOUN
afs-72267	10	18	research	research	NOUN
afs-72267	10	19	department	department	NOUN
afs-72267	10	20	of	of	ADP
afs-72267	10	21	the	the	DET
afs-72267	10	22	institute	institute	NOUN
afs-72267	10	23	,	,	PUNCT
afs-72267	10	24	the	the	DET
afs-72267	10	25	study	study	NOUN
afs-72267	10	26	would	would	AUX
afs-72267	10	27	not	not	PART
afs-72267	10	28	have	have	AUX
afs-72267	10	29	reached	reach	VERB
afs-72267	10	30	its	its	PRON
afs-72267	10	31	present	present	ADJ
afs-72267	10	32	extent	extent	NOUN
afs-72267	10	33	.	.	PUNCT
afs-72267	11	1	his	his	PRON
afs-72267	11	2	daily	daily	ADJ
afs-72267	11	3	readiness	readiness	NOUN
afs-72267	11	4	to	to	PART
afs-72267	11	5	listen	listen	VERB
afs-72267	11	6	,	,	PUNCT
afs-72267	11	7	discuss	discuss	VERB
afs-72267	11	8	and	and	CCONJ
afs-72267	11	9	suggest	suggest	VERB
afs-72267	11	10	methodological	methodological	ADJ
afs-72267	11	11	solutions	solution	NOUN
afs-72267	11	12	to	to	ADP
afs-72267	11	13	specific	specific	ADJ
afs-72267	11	14	problems	problem	NOUN
afs-72267	11	15	has	have	AUX
afs-72267	11	16	been	be	AUX
afs-72267	11	17	an	an	DET
afs-72267	11	18	invaluable	invaluable	ADJ
afs-72267	11	19	help	help	NOUN
afs-72267	11	20	for	for	ADP
afs-72267	11	21	me	i	PRON
afs-72267	11	22	.	.	PUNCT
afs-72267	12	1	i	i	PRON
afs-72267	12	2	also	also	ADV
afs-72267	12	3	owe	owe	VERB
afs-72267	12	4	a	a	DET
afs-72267	12	5	debt	debt	NOUN
afs-72267	12	6	of	of	ADP
afs-72267	12	7	gratitude	gratitude	NOUN
afs-72267	12	8	to	to	ADP
afs-72267	12	9	my	my	PRON
afs-72267	12	10	teacher	teacher	NOUN
afs-72267	12	11	in	in	ADP
afs-72267	12	12	agricultural	agricultural	ADJ
afs-72267	12	13	economics	economic	NOUN
afs-72267	12	14	,	,	PUNCT
afs-72267	12	15	professor	professor	PROPN
afs-72267	12	16	karl	karl	PROPN
afs-72267	12	17	johan	johan	PROPN
afs-72267	12	18	weckman	weckman	PROPN
afs-72267	12	19	,	,	PUNCT
afs-72267	12	20	for	for	ADP
afs-72267	12	21	his	his	PRON
afs-72267	12	22	continuous	continuous	ADJ
afs-72267	12	23	interest	interest	NOUN
afs-72267	12	24	and	and	CCONJ
afs-72267	12	25	enthusiasm	enthusiasm	NOUN
afs-72267	12	26	.	.	PUNCT
afs-72267	13	1	his	his	PRON
afs-72267	13	2	support	support	NOUN
afs-72267	13	3	has	have	AUX
afs-72267	13	4	been	be	AUX
afs-72267	13	5	important	important	ADJ
afs-72267	13	6	.	.	PUNCT
afs-72267	14	1	without	without	ADP
afs-72267	14	2	the	the	DET
afs-72267	14	3	facilities	facility	NOUN
afs-72267	14	4	,	,	PUNCT
afs-72267	14	5	assistance	assistance	NOUN
afs-72267	14	6	and	and	CCONJ
afs-72267	14	7	equipment	equipment	NOUN
afs-72267	14	8	offered	offer	VERB
afs-72267	14	9	by	by	ADP
afs-72267	14	10	the	the	DET
afs-72267	14	11	aeri	aeri	PROPN
afs-72267	14	12	,	,	PUNCT
afs-72267	14	13	i	i	PRON
afs-72267	14	14	would	would	AUX
afs-72267	14	15	not	not	PART
afs-72267	14	16	have	have	AUX
afs-72267	14	17	been	be	AUX
afs-72267	14	18	able	able	ADJ
afs-72267	14	19	to	to	PART
afs-72267	14	20	carry	carry	VERB
afs-72267	14	21	out	out	ADP
afs-72267	14	22	the	the	DET
afs-72267	14	23	investigation	investigation	NOUN
afs-72267	14	24	.	.	PUNCT
afs-72267	15	1	i	i	PRON
afs-72267	15	2	sincerely	sincerely	ADV
afs-72267	15	3	wish	wish	VERB
afs-72267	15	4	to	to	PART
afs-72267	15	5	thank	thank	VERB
afs-72267	15	6	professor	professor	PROPN
afs-72267	15	7	matias	matias	PROPN
afs-72267	15	8	torvela	torvela	PROPN
afs-72267	15	9	,	,	PUNCT
afs-72267	15	10	head	head	NOUN
afs-72267	15	11	of	of	ADP
afs-72267	15	12	the	the	DET
afs-72267	15	13	institute	institute	NOUN
afs-72267	15	14	,	,	PUNCT
afs-72267	15	15	for	for	ADP
afs-72267	15	16	this	this	DET
afs-72267	15	17	possibility	possibility	NOUN
afs-72267	15	18	.	.	PUNCT
afs-72267	16	1	professor	professor	PROPN
afs-72267	16	2	ulf	ulf	PROPN
afs-72267	16	3	renborg	renborg	PROPN
afs-72267	16	4	,	,	PUNCT
afs-72267	16	5	swedish	swedish	ADJ
afs-72267	16	6	university	university	PROPN
afs-72267	16	7	of	of	ADP
afs-72267	16	8	agricultural	agricultural	ADJ
afs-72267	16	9	sciences	science	NOUN
afs-72267	16	10	,	,	PUNCT
afs-72267	16	11	has	have	AUX
afs-72267	16	12	been	be	AUX
afs-72267	16	13	a	a	DET
afs-72267	16	14	special	special	ADJ
afs-72267	16	15	source	source	NOUN
afs-72267	16	16	of	of	ADP
afs-72267	16	17	inspiration	inspiration	NOUN
afs-72267	16	18	.	.	PUNCT
afs-72267	17	1	he	he	PRON
afs-72267	17	2	has	have	AUX
afs-72267	17	3	made	make	VERB
afs-72267	17	4	many	many	ADJ
afs-72267	17	5	valuable	valuable	ADJ
afs-72267	17	6	suggestions	suggestion	NOUN
afs-72267	17	7	on	on	ADP
afs-72267	17	8	the	the	DET
afs-72267	17	9	manuscript	manuscript	NOUN
afs-72267	17	10	.	.	PUNCT
afs-72267	18	1	professor	professor	NOUN
afs-72267	18	2	viljo	viljo	PROPN
afs-72267	18	3	ryynänen	ryynänen	NOUN
afs-72267	18	4	has	have	AUX
afs-72267	18	5	also	also	ADV
afs-72267	18	6	provided	provide	VERB
afs-72267	18	7	me	i	PRON
afs-72267	18	8	with	with	ADP
afs-72267	18	9	useful	useful	ADJ
afs-72267	18	10	comments	comment	NOUN
afs-72267	18	11	.	.	PUNCT
afs-72267	19	1	among	among	ADP
afs-72267	19	2	all	all	DET
afs-72267	19	3	the	the	DET
afs-72267	19	4	persons	person	NOUN
afs-72267	19	5	offering	offer	VERB
afs-72267	19	6	me	i	PRON
afs-72267	19	7	moments	moment	NOUN
afs-72267	19	8	of	of	ADP
afs-72267	19	9	fruitful	fruitful	ADJ
afs-72267	19	10	discussion	discussion	NOUN
afs-72267	19	11	and	and	CCONJ
afs-72267	19	12	constructive	constructive	ADJ
afs-72267	19	13	criticism	criticism	NOUN
afs-72267	19	14	paavo	paavo	PROPN
afs-72267	19	15	mäkinen	mäkinen	PROPN
afs-72267	19	16	,	,	PUNCT
afs-72267	19	17	bureau	bureau	NOUN
afs-72267	19	18	chief	chief	NOUN
afs-72267	19	19	,	,	PUNCT
afs-72267	19	20	national	national	PROPN
afs-72267	19	21	board	board	PROPN
afs-72267	19	22	of	of	ADP
afs-72267	19	23	agriculture	agriculture	PROPN
afs-72267	19	24	,	,	PUNCT
afs-72267	19	25	mikko	mikko	PROPN
afs-72267	19	26	ryökäs	ryökäs	VERB
afs-72267	19	27	,	,	PUNCT
afs-72267	19	28	m.	m.	PROPN
afs-72267	19	29	sc	sc	PROPN
afs-72267	19	30	.	.	PROPN
afs-72267	19	31	,	,	PUNCT
afs-72267	19	32	and	and	CCONJ
afs-72267	19	33	jukka	jukka	PROPN
afs-72267	19	34	kola	kola	PROPN
afs-72267	19	35	,	,	PUNCT
afs-72267	19	36	m.sc	m.sc	PROPN
afs-72267	19	37	.	.	PROPN
afs-72267	19	38	,	,	PUNCT
afs-72267	19	39	need	need	VERB
afs-72267	19	40	to	to	PART
afs-72267	19	41	be	be	AUX
afs-72267	19	42	mentioned	mention	VERB
afs-72267	19	43	.	.	PUNCT
afs-72267	20	1	i	i	PRON
afs-72267	20	2	also	also	ADV
afs-72267	20	3	want	want	VERB
afs-72267	20	4	to	to	PART
afs-72267	20	5	thank	thank	VERB
afs-72267	20	6	the	the	DET
afs-72267	20	7	personnel	personnel	NOUN
afs-72267	20	8	at	at	ADP
afs-72267	20	9	the	the	DET
afs-72267	20	10	aeri	aeri	PROPN
afs-72267	20	11	,	,	PUNCT
afs-72267	20	12	including	include	VERB
afs-72267	20	13	seppo	seppo	ADJ
afs-72267	20	14	holmström	holmström	NOUN
afs-72267	20	15	,	,	PUNCT
afs-72267	20	16	b.sc	b.sc	PROPN
afs-72267	20	17	.	.	PROPN
afs-72267	20	18	,	,	PUNCT
afs-72267	20	19	jaana	jaana	PROPN
afs-72267	20	20	ahlstedt	ahlstedt	PROPN
afs-72267	20	21	and	and	CCONJ
afs-72267	20	22	arja	arja	PROPN
afs-72267	20	23	jauhiainen	jauhiainen	NOUN
afs-72267	20	24	for	for	ADP
afs-72267	20	25	their	their	PRON
afs-72267	20	26	assistance	assistance	NOUN
afs-72267	20	27	.	.	PUNCT
afs-72267	21	1	special	special	ADJ
afs-72267	21	2	thanks	thank	NOUN
afs-72267	21	3	also	also	ADV
afs-72267	21	4	to	to	PART
afs-72267	21	5	riitta	riitta	VERB
afs-72267	21	6	kunnas	kunna	NOUN
afs-72267	21	7	,	,	PUNCT
afs-72267	21	8	m.	m.	PROPN
afs-72267	21	9	sc	sc	PROPN
afs-72267	21	10	.	.	PROPN
afs-72267	21	11	,	,	PUNCT
afs-72267	21	12	and	and	CCONJ
afs-72267	21	13	marjatta	marjatta	PROPN
afs-72267	21	14	lahtinen	lahtinen	PROPN
afs-72267	21	15	,	,	PUNCT
afs-72267	21	16	bureau	bureau	NOUN
afs-72267	21	17	chief	chief	NOUN
afs-72267	21	18	,	,	PUNCT
afs-72267	21	19	national	national	PROPN
afs-72267	21	20	board	board	NOUN
afs-72267	21	21	of	of	ADP
afs-72267	21	22	vocational	vocational	ADJ
afs-72267	21	23	education	education	NOUN
afs-72267	21	24	,	,	PUNCT
afs-72267	21	25	for	for	ADP
afs-72267	21	26	help	help	NOUN
afs-72267	21	27	with	with	ADP
afs-72267	21	28	collecting	collect	VERB
afs-72267	21	29	data	datum	NOUN
afs-72267	21	30	.	.	PUNCT
afs-72267	22	1	sevastiana	sevastiana	PROPN
afs-72267	22	2	kuusamo	kuusamo	PROPN
afs-72267	22	3	,	,	PUNCT
afs-72267	22	4	m.a	m.a	PROPN
afs-72267	22	5	.	.	PROPN
afs-72267	22	6	,	,	PUNCT
afs-72267	22	7	has	have	AUX
afs-72267	22	8	revised	revise	VERB
afs-72267	22	9	the	the	DET
afs-72267	22	10	english	english	ADJ
afs-72267	22	11	text	text	NOUN
afs-72267	22	12	for	for	ADP
afs-72267	22	13	which	which	PRON
afs-72267	22	14	i	i	PRON
afs-72267	22	15	am	be	AUX
afs-72267	22	16	most	most	ADV
afs-72267	22	17	grateful	grateful	ADJ
afs-72267	22	18	.	.	PUNCT
afs-72267	23	1	the	the	DET
afs-72267	23	2	study	study	NOUN
afs-72267	23	3	was	be	AUX
afs-72267	23	4	supported	support	VERB
afs-72267	23	5	by	by	ADP
afs-72267	23	6	grants	grant	NOUN
afs-72267	23	7	from	from	ADP
afs-72267	23	8	the	the	DET
afs-72267	23	9	finnish	finnish	ADJ
afs-72267	23	10	cultural	cultural	PROPN
afs-72267	23	11	foundation	foundation	PROPN
afs-72267	23	12	and	and	CCONJ
afs-72267	23	13	the	the	DET
afs-72267	23	14	svenska	svenska	PROPN
afs-72267	23	15	vetenskapliga	vetenskapliga	PROPN
afs-72267	23	16	centralrädet	centralrädet	NOUN
afs-72267	23	17	.	.	PUNCT
afs-72267	24	1	in	in	ADP
afs-72267	24	2	addition	addition	NOUN
afs-72267	24	3	to	to	ADP
afs-72267	24	4	these	these	PRON
afs-72267	24	5	,	,	PUNCT
afs-72267	24	6	i	i	PRON
afs-72267	24	7	want	want	VERB
afs-72267	24	8	to	to	PART
afs-72267	24	9	thank	thank	VERB
afs-72267	24	10	the	the	DET
afs-72267	24	11	scientific	scientific	ADJ
afs-72267	24	12	agricultural	agricultural	ADJ
afs-72267	24	13	society	society	NOUN
afs-72267	24	14	of	of	ADP
afs-72267	24	15	finland	finland	PROPN
afs-72267	24	16	for	for	ADP
afs-72267	24	17	including	include	VERB
afs-72267	24	18	this	this	DET
afs-72267	24	19	study	study	NOUN
afs-72267	24	20	in	in	ADP
afs-72267	24	21	their	their	PRON
afs-72267	24	22	journal	journal	NOUN
afs-72267	24	23	.	.	PUNCT
afs-72267	25	1	finally	finally	ADV
afs-72267	25	2	,	,	PUNCT
afs-72267	25	3	i	i	PRON
afs-72267	25	4	want	want	VERB
afs-72267	25	5	to	to	PART
afs-72267	25	6	express	express	VERB
afs-72267	25	7	my	my	PRON
afs-72267	25	8	thanks	thank	NOUN
afs-72267	25	9	to	to	ADP
afs-72267	25	10	heidi	heidi	VERB
afs-72267	25	11	for	for	ADP
afs-72267	25	12	her	her	PRON
afs-72267	25	13	patience	patience	NOUN
afs-72267	25	14	during	during	ADP
afs-72267	25	15	my	my	PRON
afs-72267	25	16	work	work	NOUN
afs-72267	25	17	.	.	PUNCT
afs-72267	26	1	helsinki	helsinki	PROPN
afs-72267	26	2	,	,	PUNCT
afs-72267	26	3	october	october	PROPN
afs-72267	26	4	1987	1987	NUM
afs-72267	26	5	john	john	PROPN
afs-72267	26	6	sumelius	sumelius	PROPN
afs-72267	26	7	255	255	NUM
afs-72267	26	8	contents	content	NOUN
afs-72267	26	9	page	page	NOUN
afs-72267	26	10	abstract	abstract	ADJ
afs-72267	26	11	257	257	NUM
afs-72267	26	12	1	1	NUM
afs-72267	26	13	.	.	PUNCT
afs-72267	27	1	introduction	introduction	NOUN
afs-72267	27	2	259	259	NUM
afs-72267	27	3	2	2	NUM
afs-72267	27	4	.	.	PUNCT
afs-72267	27	5	methods	method	NOUN
afs-72267	27	6	of	of	ADP
afs-72267	27	7	estimating	estimate	VERB
afs-72267	27	8	the	the	DET
afs-72267	27	9	economic	economic	ADJ
afs-72267	27	10	returns	return	NOUN
afs-72267	27	11	to	to	PART
afs-72267	27	12	research	research	VERB
afs-72267	27	13	263	263	NUM
afs-72267	27	14	2.1	2.1	NUM
afs-72267	27	15	.	.	PUNCT
afs-72267	28	1	early	early	ADJ
afs-72267	28	2	attempts	attempt	NOUN
afs-72267	28	3	to	to	PART
afs-72267	28	4	measure	measure	VERB
afs-72267	28	5	the	the	DET
afs-72267	28	6	returns	return	NOUN
afs-72267	28	7	to	to	PART
afs-72267	28	8	research	research	VERB
afs-72267	28	9	263	263	NUM
afs-72267	28	10	2.1.1	2.1.1	NUM
afs-72267	28	11	.	.	PUNCT
afs-72267	29	1	the	the	DET
afs-72267	29	2	value	value	NOUN
afs-72267	29	3	of	of	ADP
afs-72267	29	4	inputs	input	NOUN
afs-72267	29	5	saved	save	VERB
afs-72267	29	6	calculated	calculate	VERB
afs-72267	29	7	by	by	ADP
afs-72267	29	8	schultz	schultz	PROPN
afs-72267	29	9	and	and	CCONJ
afs-72267	29	10	the	the	DET
afs-72267	29	11	follow	follow	VERB
afs-72267	29	12	-	-	PUNCT
afs-72267	29	13	up	up	ADP
afs-72267	29	14	study	study	NOUN
afs-72267	29	15	of	of	ADP
afs-72267	29	16	peterson	peterson	PROPN
afs-72267	29	17	263	263	NUM
afs-72267	29	18	2.1.2	2.1.2	NUM
afs-72267	29	19	.	.	PUNCT
afs-72267	30	1	the	the	DET
afs-72267	30	2	estimate	estimate	NOUN
afs-72267	30	3	of	of	ADP
afs-72267	30	4	tweeten	tweeten	NOUN
afs-72267	30	5	and	and	CCONJ
afs-72267	30	6	hines	hine	NOUN
afs-72267	30	7	;	;	PUNCT
afs-72267	30	8	contributions	contribution	NOUN
afs-72267	30	9	of	of	ADP
afs-72267	30	10	agricultural	agricultural	ADJ
afs-72267	30	11	productivity	productivity	NOUN
afs-72267	30	12	to	to	ADP
afs-72267	30	13	national	national	ADJ
afs-72267	30	14	economic	economic	ADJ
afs-72267	30	15	growth	growth	NOUN
afs-72267	30	16	265	265	NUM
afs-72267	30	17	2.2	2.2	NUM
afs-72267	30	18	.	.	PUNCT
afs-72267	31	1	external	external	ADJ
afs-72267	31	2	and	and	CCONJ
afs-72267	31	3	internal	internal	ADJ
afs-72267	31	4	rates	rate	NOUN
afs-72267	31	5	of	of	ADP
afs-72267	31	6	return	return	NOUN
afs-72267	31	7	,	,	PUNCT
afs-72267	31	8	average	average	ADJ
afs-72267	31	9	and	and	CCONJ
afs-72267	31	10	marginal	marginal	ADJ
afs-72267	31	11	rates	rate	NOUN
afs-72267	31	12	of	of	ADP
afs-72267	31	13	return	return	NOUN
afs-72267	31	14	265	265	NUM
afs-72267	31	15	2.3	2.3	NUM
afs-72267	31	16	.	.	PUNCT
afs-72267	32	1	production	production	NOUN
afs-72267	32	2	function	function	NOUN
afs-72267	32	3	analysis	analysis	NOUN
afs-72267	32	4	267	267	NUM
afs-72267	32	5	2.3.1	2.3.1	NUM
afs-72267	32	6	.	.	PUNCT
afs-72267	33	1	general	general	PROPN
afs-72267	33	2	features	feature	VERB
afs-72267	33	3	267	267	NUM
afs-72267	33	4	2.3.2	2.3.2	NUM
afs-72267	33	5	.	.	PUNCT
afs-72267	34	1	the	the	DET
afs-72267	34	2	aggregated	aggregate	VERB
afs-72267	34	3	production	production	NOUN
afs-72267	34	4	function	function	NOUN
afs-72267	34	5	study	study	NOUN
afs-72267	34	6	of	of	ADP
afs-72267	34	7	griliches	griliche	NOUN
afs-72267	34	8	267	267	NUM
afs-72267	34	9	2.3.3	2.3.3	NUM
afs-72267	34	10	.	.	PUNCT
afs-72267	35	1	the	the	DET
afs-72267	35	2	poultry	poultry	NOUN
afs-72267	35	3	study	study	NOUN
afs-72267	35	4	of	of	ADP
afs-72267	35	5	peterson	peterson	PROPN
afs-72267	35	6	268	268	NUM
afs-72267	35	7	2.3.4	2.3.4	NUM
afs-72267	35	8	.	.	PUNCT
afs-72267	36	1	production	production	NOUN
afs-72267	36	2	function	function	NOUN
afs-72267	36	3	studies	study	NOUN
afs-72267	36	4	of	of	ADP
afs-72267	36	5	evenson	evenson	PROPN
afs-72267	36	6	268	268	NUM
afs-72267	36	7	2.3.5	2.3.5	NUM
afs-72267	36	8	.	.	PUNCT
afs-72267	37	1	the	the	DET
afs-72267	37	2	studies	study	NOUN
afs-72267	37	3	of	of	ADP
afs-72267	37	4	evenson	evenson	PROPN
afs-72267	37	5	and	and	CCONJ
afs-72267	37	6	kislev	kislev	VERB
afs-72267	37	7	270	270	NUM
afs-72267	37	8	2.3.6	2.3.6	NUM
afs-72267	37	9	.	.	PUNCT
afs-72267	38	1	some	some	DET
afs-72267	38	2	other	other	ADJ
afs-72267	38	3	production	production	NOUN
afs-72267	38	4	function	function	NOUN
afs-72267	38	5	studies	study	NOUN
afs-72267	38	6	271	271	NUM
afs-72267	38	7	2.4	2.4	NUM
afs-72267	38	8	.	.	PUNCT
afs-72267	39	1	the	the	DET
afs-72267	39	2	welfare	welfare	NOUN
afs-72267	39	3	economics	economic	NOUN
afs-72267	39	4	approach	approach	VERB
afs-72267	39	5	272	272	NUM
afs-72267	39	6	2.4.1	2.4.1	NUM
afs-72267	39	7	.	.	PUNCT
afs-72267	40	1	general	general	ADJ
afs-72267	40	2	features	feature	VERB
afs-72267	40	3	272	272	NUM
afs-72267	40	4	2.4.2	2.4.2	NOUN
afs-72267	40	5	.	.	PUNCT
afs-72267	41	1	the	the	DET
afs-72267	41	2	study	study	NOUN
afs-72267	41	3	on	on	ADP
afs-72267	41	4	hybrid	hybrid	ADJ
afs-72267	41	5	maize	maize	NOUN
afs-72267	41	6	by	by	ADP
afs-72267	41	7	griliches	griliche	NOUN
afs-72267	41	8	273	273	NUM
afs-72267	41	9	2.4.3	2.4.3	NUM
afs-72267	41	10	.	.	PUNCT
afs-72267	42	1	the	the	DET
afs-72267	42	2	welfare	welfare	NOUN
afs-72267	42	3	economics	economic	NOUN
afs-72267	42	4	approach	approach	NOUN
afs-72267	42	5	according	accord	VERB
afs-72267	42	6	to	to	ADP
afs-72267	42	7	hertford	hertford	PROPN
afs-72267	42	8	and	and	CCONJ
afs-72267	42	9	schmitz	schmitz	PROPN
afs-72267	42	10	274	274	NUM
afs-72267	42	11	2.4.4	2.4.4	NUM
afs-72267	42	12	.	.	PUNCT
afs-72267	43	1	comments	comment	NOUN
afs-72267	43	2	on	on	ADP
afs-72267	43	3	the	the	DET
afs-72267	43	4	welfare	welfare	NOUN
afs-72267	43	5	economics	economic	NOUN
afs-72267	43	6	approach	approach	VERB
afs-72267	43	7	275	275	NUM
afs-72267	43	8	2.4.5	2.4.5	NUM
afs-72267	43	9	.	.	PUNCT
afs-72267	44	1	returns	return	NOUN
afs-72267	44	2	from	from	ADP
afs-72267	44	3	rice	rice	NOUN
afs-72267	44	4	breeding	breeding	NOUN
afs-72267	44	5	in	in	ADP
afs-72267	44	6	japan	japan	PROPN
afs-72267	44	7	estimated	estimate	VERB
afs-72267	44	8	by	by	ADP
afs-72267	44	9	akino	akino	NOUN
afs-72267	44	10	and	and	CCONJ
afs-72267	44	11	hayami	hayami	NOUN
afs-72267	44	12	277	277	NUM
afs-72267	44	13	2.4.6	2.4.6	NUM
afs-72267	44	14	the	the	DET
afs-72267	44	15	study	study	NOUN
afs-72267	44	16	on	on	ADP
afs-72267	44	17	returns	return	NOUN
afs-72267	44	18	to	to	ADP
afs-72267	44	19	pasture	pasture	NOUN
afs-72267	44	20	improvement	improvement	NOUN
afs-72267	44	21	research	research	NOUN
afs-72267	44	22	by	by	ADP
afs-72267	44	23	duncan	duncan	PROPN
afs-72267	44	24	..	..	PUNCT
afs-72267	45	1	277	277	NUM
afs-72267	45	2	2.4.7	2.4.7	NUM
afs-72267	45	3	.	.	PUNCT
afs-72267	46	1	canadian	canadian	ADJ
afs-72267	46	2	and	and	CCONJ
afs-72267	46	3	spanish	spanish	ADJ
afs-72267	46	4	studies	study	NOUN
afs-72267	46	5	of	of	ADP
afs-72267	46	6	crop	crop	NOUN
afs-72267	46	7	development	development	NOUN
afs-72267	46	8	research	research	NOUN
afs-72267	46	9	277	277	NUM
afs-72267	46	10	2.4.8	2.4.8	NUM
afs-72267	46	11	.	.	PUNCT
afs-72267	47	1	the	the	DET
afs-72267	47	2	distribution	distribution	NOUN
afs-72267	47	3	of	of	ADP
afs-72267	47	4	economic	economic	ADJ
afs-72267	47	5	benefits	benefit	NOUN
afs-72267	47	6	from	from	ADP
afs-72267	47	7	agricultural	agricultural	ADJ
afs-72267	47	8	research	research	NOUN
afs-72267	47	9	....	....	PUNCT
afs-72267	47	10	278	278	NUM
afs-72267	47	11	2.5	2.5	NUM
afs-72267	47	12	.	.	PUNCT
afs-72267	48	1	criticism	criticism	NOUN
afs-72267	48	2	of	of	ADP
afs-72267	48	3	the	the	DET
afs-72267	48	4	examined	examine	VERB
afs-72267	48	5	studies	study	NOUN
afs-72267	48	6	279	279	NUM
afs-72267	48	7	2.5.1	2.5.1	NUM
afs-72267	48	8	.	.	PUNCT
afs-72267	49	1	general	general	ADJ
afs-72267	49	2	criticism	criticism	NOUN
afs-72267	49	3	279	279	NUM
afs-72267	49	4	2.5.2	2.5.2	NUM
afs-72267	49	5	.	.	PUNCT
afs-72267	50	1	criticism	criticism	NOUN
afs-72267	50	2	of	of	ADP
afs-72267	50	3	the	the	DET
afs-72267	50	4	production	production	NOUN
afs-72267	50	5	function	function	NOUN
afs-72267	50	6	approach	approach	NOUN
afs-72267	50	7	280	280	NUM
afs-72267	50	8	2.5.3	2.5.3	NUM
afs-72267	50	9	.	.	PUNCT
afs-72267	51	1	criticism	criticism	NOUN
afs-72267	51	2	of	of	ADP
afs-72267	51	3	the	the	DET
afs-72267	51	4	welfare	welfare	NOUN
afs-72267	51	5	economics	economic	NOUN
afs-72267	51	6	approach	approach	VERB
afs-72267	51	7	281	281	NUM
afs-72267	51	8	3	3	NUM
afs-72267	51	9	.	.	PUNCT
afs-72267	52	1	the	the	DET
afs-72267	52	2	returns	return	NOUN
afs-72267	52	3	to	to	ADP
afs-72267	52	4	investment	investment	NOUN
afs-72267	52	5	in	in	ADP
afs-72267	52	6	agricultural	agricultural	ADJ
afs-72267	52	7	research	research	NOUN
afs-72267	52	8	1950—1984	1950—1984	PROPN
afs-72267	52	9	an	an	DET
afs-72267	52	10	aggregated	aggregate	VERB
afs-72267	52	11	production	production	NOUN
afs-72267	52	12	function	function	NOUN
afs-72267	52	13	study	study	NOUN
afs-72267	52	14	283	283	NUM
afs-72267	52	15	3.1	3.1	NUM
afs-72267	52	16	.	.	PUNCT
afs-72267	53	1	productivity	productivity	NOUN
afs-72267	53	2	increase	increase	NOUN
afs-72267	53	3	,	,	PUNCT
afs-72267	53	4	technological	technological	ADJ
afs-72267	53	5	change	change	NOUN
afs-72267	53	6	and	and	CCONJ
afs-72267	53	7	economies	economy	NOUN
afs-72267	53	8	of	of	ADP
afs-72267	53	9	scale	scale	NOUN
afs-72267	53	10	the	the	DET
afs-72267	53	11	connections	connection	NOUN
afs-72267	53	12	283	283	NUM
afs-72267	53	13	3.1.1	3.1.1	NUM
afs-72267	53	14	.	.	PUNCT
afs-72267	54	1	the	the	DET
afs-72267	54	2	concept	concept	NOUN
afs-72267	54	3	of	of	ADP
afs-72267	54	4	productivity	productivity	NOUN
afs-72267	54	5	283	283	NUM
afs-72267	54	6	3.1.2	3.1.2	NUM
afs-72267	54	7	.	.	PUNCT
afs-72267	54	8	technological	technological	ADJ
afs-72267	54	9	change	change	NOUN
afs-72267	54	10	;	;	PUNCT
afs-72267	54	11	283	283	NUM
afs-72267	54	12	3.1.3	3.1.3	NUM
afs-72267	54	13	.	.	PUNCT
afs-72267	54	14	economies	economy	NOUN
afs-72267	54	15	of	of	ADP
afs-72267	54	16	scale	scale	NOUN
afs-72267	54	17	and	and	CCONJ
afs-72267	54	18	changes	change	NOUN
afs-72267	54	19	in	in	ADP
afs-72267	54	20	the	the	DET
afs-72267	54	21	prices	price	NOUN
afs-72267	54	22	of	of	ADP
afs-72267	54	23	production	production	NOUN
afs-72267	54	24	factors	factor	NOUN
afs-72267	54	25	..	..	PUNCT
afs-72267	54	26	285	285	NUM
afs-72267	54	27	3.2	3.2	NUM
afs-72267	54	28	.	.	PUNCT
afs-72267	55	1	starting	start	VERB
afs-72267	55	2	point	point	NOUN
afs-72267	55	3	for	for	ADP
afs-72267	55	4	the	the	DET
afs-72267	55	5	specification	specification	NOUN
afs-72267	55	6	286	286	NUM
afs-72267	55	7	3.3	3.3	NUM
afs-72267	55	8	.	.	PUNCT
afs-72267	56	1	specification	specification	NOUN
afs-72267	56	2	of	of	ADP
afs-72267	56	3	the	the	DET
afs-72267	56	4	model	model	NOUN
afs-72267	56	5	288	288	NUM
afs-72267	56	6	3.3.1	3.3.1	NUM
afs-72267	56	7	.	.	PUNCT
afs-72267	57	1	the	the	DET
afs-72267	57	2	form	form	NOUN
afs-72267	57	3	of	of	ADP
afs-72267	57	4	the	the	DET
afs-72267	57	5	production	production	NOUN
afs-72267	57	6	function	function	NOUN
afs-72267	57	7	and	and	CCONJ
afs-72267	57	8	the	the	DET
afs-72267	57	9	variables	variable	NOUN
afs-72267	57	10	288	288	NUM
afs-72267	57	11	3.3.2	3.3.2	NUM
afs-72267	57	12	.	.	PUNCT
afs-72267	58	1	research	research	NOUN
afs-72267	58	2	stock	stock	NOUN
afs-72267	58	3	290	290	NUM
afs-72267	58	4	3.3.3	3.3.3	NUM
afs-72267	58	5	.	.	PUNCT
afs-72267	59	1	a	a	DET
afs-72267	59	2	productivity	productivity	NOUN
afs-72267	59	3	index	index	NOUN
afs-72267	59	4	specification	specification	NOUN
afs-72267	59	5	291	291	NUM
afs-72267	59	6	3.3.4	3.3.4	NUM
afs-72267	59	7	.	.	PUNCT
afs-72267	60	1	distributed	distribute	VERB
afs-72267	60	2	lags	lag	VERB
afs-72267	60	3	291	291	NUM
afs-72267	60	4	3.4	3.4	NUM
afs-72267	60	5	.	.	PUNCT
afs-72267	61	1	how	how	SCONJ
afs-72267	61	2	the	the	DET
afs-72267	61	3	model	model	NOUN
afs-72267	61	4	works	work	VERB
afs-72267	61	5	294	294	NUM
afs-72267	61	6	4	4	NUM
afs-72267	61	7	.	.	PUNCT
afs-72267	62	1	data	datum	NOUN
afs-72267	62	2	296	296	NUM
afs-72267	62	3	4.1	4.1	NUM
afs-72267	62	4	.	.	PUNCT
afs-72267	62	5	time	time	NOUN
afs-72267	62	6	series	series	PROPN
afs-72267	62	7	296	296	NUM
afs-72267	62	8	256	256	NUM
afs-72267	62	9	4.2	4.2	NUM
afs-72267	62	10	.	.	PUNCT
afs-72267	63	1	gross	gross	ADJ
afs-72267	63	2	production	production	NOUN
afs-72267	63	3	in	in	ADP
afs-72267	63	4	agriculture	agriculture	NOUN
afs-72267	63	5	296	296	NUM
afs-72267	63	6	4.3	4.3	NUM
afs-72267	63	7	.	.	PUNCT
afs-72267	64	1	capital	capital	NOUN
afs-72267	64	2	stock	stock	NOUN
afs-72267	64	3	296	296	NUM
afs-72267	64	4	4.4	4.4	NUM
afs-72267	64	5	.	.	PUNCT
afs-72267	65	1	labour	labour	NOUN
afs-72267	65	2	and	and	CCONJ
afs-72267	65	3	education	education	NOUN
afs-72267	65	4	298	298	NUM
afs-72267	65	5	4.5	4.5	NUM
afs-72267	65	6	.	.	PUNCT
afs-72267	66	1	external	external	ADJ
afs-72267	66	2	inputs	input	NOUN
afs-72267	66	3	used	use	VERB
afs-72267	66	4	in	in	ADP
afs-72267	66	5	production	production	NOUN
afs-72267	66	6	299	299	NUM
afs-72267	66	7	4.6	4.6	NUM
afs-72267	66	8	.	.	PUNCT
afs-72267	67	1	extension	extension	NOUN
afs-72267	67	2	300	300	NUM
afs-72267	67	3	4.7	4.7	NUM
afs-72267	67	4	.	.	PUNCT
afs-72267	68	1	the	the	DET
afs-72267	68	2	research	research	NOUN
afs-72267	68	3	input	input	NOUN
afs-72267	68	4	in	in	ADP
afs-72267	68	5	the	the	DET
afs-72267	68	6	public	public	ADJ
afs-72267	68	7	sector	sector	NOUN
afs-72267	68	8	in	in	ADP
afs-72267	68	9	1950—1984	1950—1984	PROPN
afs-72267	68	10	301	301	NUM
afs-72267	68	11	4.7.1	4.7.1	NUM
afs-72267	68	12	.	.	PUNCT
afs-72267	69	1	research	research	NOUN
afs-72267	69	2	at	at	ADP
afs-72267	69	3	institutions	institution	NOUN
afs-72267	69	4	under	under	ADP
afs-72267	69	5	the	the	DET
afs-72267	69	6	ministry	ministry	PROPN
afs-72267	69	7	of	of	ADP
afs-72267	69	8	agriculture	agriculture	PROPN
afs-72267	69	9	and	and	CCONJ
afs-72267	69	10	forestry	forestry	NOUN
afs-72267	69	11	301	301	NUM
afs-72267	69	12	4.7.2	4.7.2	NUM
afs-72267	69	13	.	.	PUNCT
afs-72267	70	1	the	the	DET
afs-72267	70	2	university	university	PROPN
afs-72267	70	3	of	of	ADP
afs-72267	70	4	helsinki	helsinki	PROPN
afs-72267	70	5	and	and	CCONJ
afs-72267	70	6	the	the	DET
afs-72267	70	7	college	college	NOUN
afs-72267	70	8	of	of	ADP
afs-72267	70	9	veterinary	veterinary	ADJ
afs-72267	70	10	medicine	medicine	NOUN
afs-72267	70	11	....	....	PUNCT
afs-72267	71	1	302	302	NUM
afs-72267	71	2	4.7.3	4.7.3	NUM
afs-72267	71	3	.	.	PUNCT
afs-72267	72	1	the	the	DET
afs-72267	72	2	academy	academy	PROPN
afs-72267	72	3	of	of	ADP
afs-72267	72	4	finland	finland	PROPN
afs-72267	72	5	303	303	NUM
afs-72267	72	6	4.7.4	4.7.4	NUM
afs-72267	72	7	.	.	PUNCT
afs-72267	73	1	finnish	finnish	ADJ
afs-72267	73	2	national	national	PROPN
afs-72267	73	3	fund	fund	PROPN
afs-72267	73	4	for	for	ADP
afs-72267	73	5	research	research	NOUN
afs-72267	73	6	and	and	CCONJ
afs-72267	73	7	development	development	NOUN
afs-72267	73	8	and	and	CCONJ
afs-72267	73	9	public	public	ADJ
afs-72267	73	10	foundations	foundation	NOUN
afs-72267	73	11	303	303	NUM
afs-72267	73	12	4.7.5	4.7.5	NUM
afs-72267	73	13	.	.	PUNCT
afs-72267	74	1	work	work	NOUN
afs-72267	74	2	efficiency	efficiency	NOUN
afs-72267	74	3	association	association	NOUN
afs-72267	74	4	304	304	NUM
afs-72267	74	5	4.7.6	4.7.6	NUM
afs-72267	74	6	.	.	PUNCT
afs-72267	75	1	agricultural	agricultural	ADJ
afs-72267	75	2	research	research	NOUN
afs-72267	75	3	outside	outside	ADP
afs-72267	75	4	the	the	DET
afs-72267	75	5	research	research	NOUN
afs-72267	75	6	definition	definition	NOUN
afs-72267	75	7	304	304	NUM
afs-72267	75	8	4.7.7	4.7.7	NUM
afs-72267	75	9	.	.	PUNCT
afs-72267	76	1	the	the	DET
afs-72267	76	2	development	development	NOUN
afs-72267	76	3	of	of	ADP
afs-72267	76	4	public	public	ADJ
afs-72267	76	5	research	research	NOUN
afs-72267	76	6	input	input	NOUN
afs-72267	76	7	in	in	ADP
afs-72267	76	8	1950—1984	1950—1984	PROPN
afs-72267	76	9	305	305	NUM
afs-72267	76	10	4.8	4.8	NUM
afs-72267	76	11	.	.	PUNCT
afs-72267	77	1	the	the	DET
afs-72267	77	2	research	research	NOUN
afs-72267	77	3	input	input	NOUN
afs-72267	77	4	in	in	ADP
afs-72267	77	5	the	the	DET
afs-72267	77	6	private	private	ADJ
afs-72267	77	7	sector	sector	NOUN
afs-72267	77	8	in	in	ADP
afs-72267	77	9	1950—1984	1950—1984	PROPN
afs-72267	77	10	305	305	NUM
afs-72267	77	11	5	5	NUM
afs-72267	77	12	.	.	PUNCT
afs-72267	77	13	presentation	presentation	NOUN
afs-72267	77	14	of	of	ADP
afs-72267	77	15	the	the	DET
afs-72267	77	16	results	result	NOUN
afs-72267	77	17	308	308	NUM
afs-72267	77	18	5.1	5.1	NUM
afs-72267	77	19	.	.	PUNCT
afs-72267	78	1	the	the	DET
afs-72267	78	2	research	research	NOUN
afs-72267	78	3	input	input	NOUN
afs-72267	78	4	measured	measure	VERB
afs-72267	78	5	as	as	ADP
afs-72267	78	6	a	a	DET
afs-72267	78	7	flow	flow	NOUN
afs-72267	78	8	308	308	NUM
afs-72267	78	9	5.1.1	5.1.1	NUM
afs-72267	78	10	.	.	PUNCT
afs-72267	79	1	linear	linear	ADJ
afs-72267	79	2	models	model	NOUN
afs-72267	79	3	without	without	ADP
afs-72267	79	4	lags	lag	NOUN
afs-72267	79	5	309	309	NUM
afs-72267	79	6	5.1.2	5.1.2	NUM
afs-72267	79	7	.	.	PUNCT
afs-72267	79	8	cobb	cobb	PROPN
afs-72267	79	9	-	-	PUNCT
afs-72267	79	10	douglas	douglas	PROPN
afs-72267	79	11	models	model	NOUN
afs-72267	79	12	without	without	ADP
afs-72267	79	13	lags	lag	NOUN
afs-72267	79	14	313	313	NUM
afs-72267	79	15	5.1.3	5.1.3	NUM
afs-72267	79	16	.	.	PUNCT
afs-72267	80	1	multicollinearity	multicollinearity	NOUN
afs-72267	80	2	and	and	CCONJ
afs-72267	80	3	ridge	ridge	NOUN
afs-72267	80	4	analysis	analysis	NOUN
afs-72267	80	5	315	315	NUM
afs-72267	80	6	5.1.4	5.1.4	NUM
afs-72267	80	7	.	.	PUNCT
afs-72267	81	1	ridge	ridge	NOUN
afs-72267	81	2	traces	trace	VERB
afs-72267	81	3	319	319	NUM
afs-72267	81	4	5.1.5	5.1.5	NUM
afs-72267	81	5	.	.	PUNCT
afs-72267	82	1	autocorrelated	autocorrelate	VERB
afs-72267	82	2	errors	error	NOUN
afs-72267	82	3	and	and	CCONJ
afs-72267	82	4	autoregressive	autoregressive	ADJ
afs-72267	82	5	models	model	NOUN
afs-72267	82	6	319	319	NUM
afs-72267	82	7	5.1.6	5.1.6	NUM
afs-72267	82	8	.	.	PUNCT
afs-72267	83	1	cobb	cobb	PROPN
afs-72267	83	2	-	-	PUNCT
afs-72267	83	3	douglas	douglas	PROPN
afs-72267	83	4	models	model	NOUN
afs-72267	83	5	for	for	ADP
afs-72267	83	6	shorter	short	ADJ
afs-72267	83	7	periods	period	NOUN
afs-72267	83	8	322	322	NUM
afs-72267	83	9	5.2	5.2	NUM
afs-72267	83	10	.	.	PUNCT
afs-72267	84	1	cobb	cobb	PROPN
afs-72267	84	2	-	-	PUNCT
afs-72267	84	3	douglas	douglas	PROPN
afs-72267	84	4	flow	flow	NOUN
afs-72267	84	5	models	model	NOUN
afs-72267	84	6	with	with	ADP
afs-72267	84	7	lags	lag	NOUN
afs-72267	84	8	323	323	NUM
afs-72267	84	9	5.2.1	5.2.1	NUM
afs-72267	84	10	.	.	PUNCT
afs-72267	85	1	regressions	regression	NOUN
afs-72267	85	2	with	with	ADP
afs-72267	85	3	simple	simple	ADJ
afs-72267	85	4	lags	lag	NOUN
afs-72267	85	5	323	323	NUM
afs-72267	85	6	5.2.2	5.2.2	NUM
afs-72267	85	7	.	.	PUNCT
afs-72267	86	1	regressions	regression	NOUN
afs-72267	86	2	with	with	ADP
afs-72267	86	3	almon	almon	PROPN
afs-72267	86	4	lags	lag	VERB
afs-72267	86	5	324	324	NUM
afs-72267	86	6	5.3	5.3	NUM
afs-72267	86	7	.	.	PUNCT
afs-72267	87	1	the	the	DET
afs-72267	87	2	research	research	NOUN
afs-72267	87	3	input	input	NOUN
afs-72267	87	4	measured	measure	VERB
afs-72267	87	5	as	as	ADP
afs-72267	87	6	a	a	DET
afs-72267	87	7	stock	stock	NOUN
afs-72267	87	8	326	326	NUM
afs-72267	87	9	5.3.1	5.3.1	NUM
afs-72267	87	10	.	.	PUNCT
afs-72267	87	11	undepreciated	undepreciate	VERB
afs-72267	87	12	research	research	NOUN
afs-72267	87	13	stock	stock	NOUN
afs-72267	87	14	326	326	NUM
afs-72267	87	15	5.3.2	5.3.2	NUM
afs-72267	87	16	.	.	PUNCT
afs-72267	88	1	depreciated	depreciate	VERB
afs-72267	88	2	research	research	NOUN
afs-72267	88	3	stock	stock	NOUN
afs-72267	88	4	327	327	NUM
afs-72267	88	5	5.3.3	5.3.3	NUM
afs-72267	88	6	.	.	PUNCT
afs-72267	89	1	productivity	productivity	NOUN
afs-72267	89	2	index	index	NOUN
afs-72267	89	3	model	model	NOUN
afs-72267	89	4	329	329	NUM
afs-72267	89	5	6	6	NUM
afs-72267	89	6	.	.	PUNCT
afs-72267	90	1	the	the	DET
afs-72267	90	2	returns	return	NOUN
afs-72267	90	3	to	to	ADP
afs-72267	90	4	agricultural	agricultural	ADJ
afs-72267	90	5	research	research	NOUN
afs-72267	90	6	and	and	CCONJ
afs-72267	90	7	university	university	NOUN
afs-72267	90	8	education	education	NOUN
afs-72267	90	9	330	330	NUM
afs-72267	90	10	6.1	6.1	NUM
afs-72267	90	11	.	.	PUNCT
afs-72267	91	1	the	the	DET
afs-72267	91	2	selection	selection	NOUN
afs-72267	91	3	of	of	ADP
afs-72267	91	4	an	an	DET
afs-72267	91	5	elasticity	elasticity	NOUN
afs-72267	91	6	330	330	NUM
afs-72267	91	7	6.2	6.2	NUM
afs-72267	91	8	.	.	PUNCT
afs-72267	92	1	research	research	NOUN
afs-72267	92	2	flow	flow	NOUN
afs-72267	92	3	elasticities	elasticity	NOUN
afs-72267	92	4	330	330	NUM
afs-72267	92	5	6.3	6.3	NUM
afs-72267	92	6	.	.	PUNCT
afs-72267	93	1	research	research	NOUN
afs-72267	93	2	capital	capital	NOUN
afs-72267	93	3	elasticities	elasticity	NOUN
afs-72267	93	4	331	331	NUM
afs-72267	93	5	6.4	6.4	NUM
afs-72267	93	6	.	.	PUNCT
afs-72267	94	1	value	value	NOUN
afs-72267	94	2	marginal	marginal	ADJ
afs-72267	94	3	product	product	NOUN
afs-72267	94	4	332	332	NUM
afs-72267	94	5	6.5	6.5	NUM
afs-72267	94	6	.	.	PUNCT
afs-72267	95	1	marginal	marginal	ADJ
afs-72267	95	2	internal	internal	ADJ
afs-72267	95	3	rate	rate	NOUN
afs-72267	95	4	of	of	ADP
afs-72267	95	5	return	return	NOUN
afs-72267	95	6	334	334	NUM
afs-72267	95	7	7	7	NUM
afs-72267	95	8	.	.	X
afs-72267	96	1	summary	summary	NOUN
afs-72267	96	2	and	and	CCONJ
afs-72267	96	3	conclusions	conclusion	NOUN
afs-72267	96	4	336	336	NUM
afs-72267	96	5	references	reference	NOUN
afs-72267	96	6	339	339	NUM
afs-72267	96	7	appendices	appendix	NOUN
afs-72267	96	8	342	342	NUM
afs-72267	96	9	journal	journal	NOUN
afs-72267	96	10	of	of	ADP
afs-72267	96	11	agricultural	agricultural	ADJ
afs-72267	96	12	science	science	NOUN
afs-72267	96	13	in	in	ADP
afs-72267	96	14	finland	finland	PROPN
afs-72267	96	15	maataloustieteellinen	maataloustieteellinen	PROPN
afs-72267	96	16	aikakauskirja	aikakauskirja	PROPN
afs-72267	96	17	vol	vol	NOUN
afs-72267	96	18	.	.	PUNCT
afs-72267	97	1	59	59	NUM
afs-72267	97	2	:	:	PUNCT
afs-72267	97	3	257—354	257—354	NUM
afs-72267	97	4	,	,	PUNCT
afs-72267	97	5	1987	1987	NUM
afs-72267	97	6	the	the	DET
afs-72267	97	7	returns	return	NOUN
afs-72267	97	8	to	to	ADP
afs-72267	97	9	investment	investment	NOUN
afs-72267	97	10	in	in	ADP
afs-72267	97	11	agricultural	agricultural	ADJ
afs-72267	97	12	research	research	NOUN
afs-72267	97	13	in	in	ADP
afs-72267	97	14	finland	finland	PROPN
afs-72267	97	15	1950—1984	1950—1984	PROPN
afs-72267	97	16	abstract	abstract	NOUN
afs-72267	97	17	.	.	PUNCT
afs-72267	98	1	this	this	DET
afs-72267	98	2	study	study	NOUN
afs-72267	98	3	attempts	attempt	VERB
afs-72267	98	4	to	to	PART
afs-72267	98	5	estimate	estimate	VERB
afs-72267	98	6	the	the	DET
afs-72267	98	7	value	value	NOUN
afs-72267	98	8	marginal	marginal	ADJ
afs-72267	98	9	product	product	NOUN
afs-72267	98	10	and	and	CCONJ
afs-72267	98	11	the	the	DET
afs-72267	98	12	marginal	marginal	ADJ
afs-72267	98	13	internal	internal	ADJ
afs-72267	98	14	rate	rate	NOUN
afs-72267	98	15	of	of	ADP
afs-72267	98	16	return	return	NOUN
afs-72267	98	17	for	for	ADP
afs-72267	98	18	agricultural	agricultural	ADJ
afs-72267	98	19	research	research	NOUN
afs-72267	98	20	in	in	ADP
afs-72267	98	21	finland	finland	PROPN
afs-72267	98	22	.	.	PUNCT
afs-72267	99	1	based	base	VERB
afs-72267	99	2	on	on	ADP
afs-72267	99	3	production	production	NOUN
afs-72267	99	4	function	function	NOUN
afs-72267	99	5	analysis	analysis	NOUN
afs-72267	99	6	,	,	PUNCT
afs-72267	99	7	different	different	ADJ
afs-72267	99	8	cobb	cobb	PROPN
afs-72267	99	9	-	-	PUNCT
afs-72267	99	10	douglas	douglas	PROPN
afs-72267	99	11	and	and	CCONJ
afs-72267	99	12	linear	linear	PROPN
afs-72267	99	13	models	model	NOUN
afs-72267	99	14	are	be	AUX
afs-72267	99	15	specified	specify	VERB
afs-72267	99	16	and	and	CCONJ
afs-72267	99	17	estimated	estimate	VERB
afs-72267	99	18	.	.	PUNCT
afs-72267	100	1	a	a	DET
afs-72267	100	2	variable	variable	NOUN
afs-72267	100	3	for	for	ADP
afs-72267	100	4	the	the	DET
afs-72267	100	5	research	research	NOUN
afs-72267	100	6	input	input	NOUN
afs-72267	100	7	is	be	AUX
afs-72267	100	8	measured	measure	VERB
afs-72267	100	9	through	through	ADP
afs-72267	100	10	the	the	DET
afs-72267	100	11	flow	flow	NOUN
afs-72267	100	12	of	of	ADP
afs-72267	100	13	public	public	ADJ
afs-72267	100	14	expenditures	expenditure	NOUN
afs-72267	100	15	for	for	ADP
afs-72267	100	16	research	research	NOUN
afs-72267	100	17	and	and	CCONJ
afs-72267	100	18	university	university	NOUN
afs-72267	100	19	-	-	PUNCT
afs-72267	100	20	level	level	NOUN
afs-72267	100	21	education	education	NOUN
afs-72267	100	22	in	in	ADP
afs-72267	100	23	1950—1984	1950—1984	PROPN
afs-72267	100	24	.	.	PUNCT
afs-72267	101	1	in	in	ADP
afs-72267	101	2	addition	addition	NOUN
afs-72267	101	3	,	,	PUNCT
afs-72267	101	4	a	a	DET
afs-72267	101	5	stock	stock	NOUN
afs-72267	101	6	of	of	ADP
afs-72267	101	7	research	research	NOUN
afs-72267	101	8	capital	capital	NOUN
afs-72267	101	9	consisting	consist	VERB
afs-72267	101	10	of	of	ADP
afs-72267	101	11	funds	fund	NOUN
afs-72267	101	12	accumulated	accumulate	VERB
afs-72267	101	13	since	since	SCONJ
afs-72267	101	14	1920	1920	NUM
afs-72267	101	15	is	be	AUX
afs-72267	101	16	constructed	construct	VERB
afs-72267	101	17	and	and	CCONJ
afs-72267	101	18	included	include	VERB
afs-72267	101	19	in	in	ADP
afs-72267	101	20	the	the	DET
afs-72267	101	21	models	model	NOUN
afs-72267	101	22	.	.	PUNCT
afs-72267	102	1	the	the	DET
afs-72267	102	2	estimates	estimate	NOUN
afs-72267	102	3	of	of	ADP
afs-72267	102	4	elasticity	elasticity	NOUN
afs-72267	102	5	with	with	ADP
afs-72267	102	6	respect	respect	NOUN
afs-72267	102	7	to	to	ADP
afs-72267	102	8	public	public	ADJ
afs-72267	102	9	research	research	NOUN
afs-72267	102	10	are	be	AUX
afs-72267	102	11	used	use	VERB
afs-72267	102	12	to	to	PART
afs-72267	102	13	compute	compute	VERB
afs-72267	102	14	rates	rate	NOUN
afs-72267	102	15	of	of	ADP
afs-72267	102	16	return	return	NOUN
afs-72267	102	17	.	.	PUNCT
afs-72267	103	1	state	state	NOUN
afs-72267	103	2	expenditures	expenditure	NOUN
afs-72267	103	3	for	for	ADP
afs-72267	103	4	extension	extension	NOUN
afs-72267	103	5	agencies	agency	NOUN
afs-72267	103	6	are	be	AUX
afs-72267	103	7	also	also	ADV
afs-72267	103	8	taken	take	VERB
afs-72267	103	9	into	into	ADP
afs-72267	103	10	account	account	NOUN
afs-72267	103	11	on	on	ADP
afs-72267	103	12	the	the	DET
afs-72267	103	13	cost	cost	NOUN
afs-72267	103	14	side	side	NOUN
afs-72267	103	15	.	.	PUNCT
afs-72267	104	1	it	it	PRON
afs-72267	104	2	is	be	AUX
afs-72267	104	3	concluded	conclude	VERB
afs-72267	104	4	that	that	SCONJ
afs-72267	104	5	the	the	DET
afs-72267	104	6	stock	stock	NOUN
afs-72267	104	7	of	of	ADP
afs-72267	104	8	research	research	NOUN
afs-72267	104	9	capital	capital	NOUN
afs-72267	104	10	estimates	estimate	NOUN
afs-72267	104	11	are	be	AUX
afs-72267	104	12	more	more	ADV
afs-72267	104	13	believable	believable	ADJ
afs-72267	104	14	than	than	ADP
afs-72267	104	15	the	the	DET
afs-72267	104	16	flow	flow	NOUN
afs-72267	104	17	estimates	estimate	NOUN
afs-72267	104	18	,	,	PUNCT
afs-72267	104	19	because	because	SCONJ
afs-72267	104	20	of	of	ADP
afs-72267	104	21	difficulties	difficulty	NOUN
afs-72267	104	22	in	in	ADP
afs-72267	104	23	identifying	identify	VERB
afs-72267	104	24	an	an	DET
afs-72267	104	25	appropriate	appropriate	ADJ
afs-72267	104	26	lag	lag	NOUN
afs-72267	104	27	.	.	PUNCT
afs-72267	105	1	based	base	VERB
afs-72267	105	2	on	on	ADP
afs-72267	105	3	the	the	DET
afs-72267	105	4	stock	stock	NOUN
afs-72267	105	5	estimates	estimate	NOUN
afs-72267	105	6	,	,	PUNCT
afs-72267	105	7	the	the	DET
afs-72267	105	8	value	value	NOUN
afs-72267	105	9	marginal	marginal	ADJ
afs-72267	105	10	product	product	NOUN
afs-72267	105	11	for	for	ADP
afs-72267	105	12	public	public	ADJ
afs-72267	105	13	research	research	NOUN
afs-72267	105	14	during	during	ADP
afs-72267	105	15	the	the	DET
afs-72267	105	16	period	period	NOUN
afs-72267	105	17	studied	study	VERB
afs-72267	105	18	seems	seem	VERB
afs-72267	105	19	to	to	PART
afs-72267	105	20	have	have	AUX
afs-72267	105	21	been	be	AUX
afs-72267	105	22	1.83—1.91	1.83—1.91	NUM
afs-72267	105	23	.	.	PUNCT
afs-72267	106	1	the	the	DET
afs-72267	106	2	conclusion	conclusion	NOUN
afs-72267	106	3	implies	imply	VERB
afs-72267	106	4	that	that	SCONJ
afs-72267	106	5	additional	additional	ADJ
afs-72267	106	6	public	public	ADJ
afs-72267	106	7	investment	investment	NOUN
afs-72267	106	8	in	in	ADP
afs-72267	106	9	agricultural	agricultural	ADJ
afs-72267	106	10	research	research	NOUN
afs-72267	106	11	would	would	AUX
afs-72267	106	12	have	have	AUX
afs-72267	106	13	annually	annually	ADV
afs-72267	106	14	returned	return	VERB
afs-72267	106	15	by	by	ADP
afs-72267	106	16	183—191	183—191	PROPN
afs-72267	106	17	%	%	NOUN
afs-72267	106	18	over	over	ADP
afs-72267	106	19	the	the	DET
afs-72267	106	20	inflation	inflation	NOUN
afs-72267	106	21	rate	rate	NOUN
afs-72267	106	22	.	.	PUNCT
afs-72267	107	1	the	the	DET
afs-72267	107	2	marginal	marginal	ADJ
afs-72267	107	3	internal	internal	ADJ
afs-72267	107	4	rate	rate	NOUN
afs-72267	107	5	of	of	ADP
afs-72267	107	6	return	return	NOUN
afs-72267	107	7	for	for	ADP
afs-72267	107	8	public	public	ADJ
afs-72267	107	9	research	research	NOUN
afs-72267	107	10	is	be	AUX
afs-72267	107	11	calculated	calculate	VERB
afs-72267	107	12	to	to	PART
afs-72267	107	13	have	have	AUX
afs-72267	107	14	been	be	AUX
afs-72267	107	15	20—62	20—62	NUM
afs-72267	107	16	%	%	NOUN
afs-72267	107	17	depending	depend	VERB
afs-72267	107	18	on	on	ADP
afs-72267	107	19	the	the	DET
afs-72267	107	20	length	length	NOUN
afs-72267	107	21	of	of	ADP
afs-72267	107	22	the	the	DET
afs-72267	107	23	lag	lag	NOUN
afs-72267	107	24	(	(	PUNCT
afs-72267	107	25	4—10	4—10	NUM
afs-72267	107	26	years	year	NOUN
afs-72267	107	27	)	)	PUNCT
afs-72267	107	28	.	.	PUNCT
afs-72267	108	1	index	index	NOUN
afs-72267	108	2	words	word	NOUN
afs-72267	108	3	:	:	PUNCT
afs-72267	108	4	returns	return	NOUN
afs-72267	108	5	to	to	ADP
afs-72267	108	6	research	research	NOUN
afs-72267	108	7	,	,	PUNCT
afs-72267	108	8	value	value	NOUN
afs-72267	108	9	marginal	marginal	ADJ
afs-72267	108	10	product	product	NOUN
afs-72267	108	11	,	,	PUNCT
afs-72267	108	12	agricultural	agricultural	ADJ
afs-72267	108	13	research	research	NOUN
afs-72267	108	14	257	257	NUM
afs-72267	108	15	258	258	NUM
afs-72267	108	16	1	1	NUM
afs-72267	108	17	.	.	PUNCT
afs-72267	109	1	introduction	introduction	NOUN
afs-72267	109	2	the	the	DET
afs-72267	109	3	most	most	ADV
afs-72267	109	4	important	important	ADJ
afs-72267	109	5	variable	variable	NOUN
afs-72267	109	6	explaining	explain	VERB
afs-72267	109	7	differences	difference	NOUN
afs-72267	109	8	from	from	ADP
afs-72267	109	9	one	one	NUM
afs-72267	109	10	country	country	NOUN
afs-72267	109	11	to	to	ADP
afs-72267	109	12	another	another	PRON
afs-72267	109	13	as	as	ADP
afs-72267	109	14	to	to	ADP
afs-72267	109	15	agricultural	agricultural	ADJ
afs-72267	109	16	productivity	productivity	NOUN
afs-72267	109	17	is	be	AUX
afs-72267	109	18	the	the	DET
afs-72267	109	19	ability	ability	NOUN
afs-72267	109	20	to	to	PART
afs-72267	109	21	create	create	VERB
afs-72267	109	22	a	a	DET
afs-72267	109	23	technology	technology	NOUN
afs-72267	109	24	adapted	adapt	VERB
afs-72267	109	25	to	to	ADP
afs-72267	109	26	the	the	DET
afs-72267	109	27	particular	particular	ADJ
afs-72267	109	28	country	country	NOUN
afs-72267	109	29	’s	’s	PART
afs-72267	109	30	physical	physical	ADJ
afs-72267	109	31	,	,	PUNCT
afs-72267	109	32	environmental	environmental	ADJ
afs-72267	109	33	and	and	CCONJ
afs-72267	109	34	cultural	cultural	ADJ
afs-72267	109	35	endowments	endowment	NOUN
afs-72267	109	36	.	.	PUNCT
afs-72267	110	1	despite	despite	SCONJ
afs-72267	110	2	the	the	DET
afs-72267	110	3	importance	importance	NOUN
afs-72267	110	4	of	of	ADP
afs-72267	110	5	this	this	DET
afs-72267	110	6	ability	ability	NOUN
afs-72267	110	7	,	,	PUNCT
afs-72267	110	8	however	however	ADV
afs-72267	110	9	,	,	PUNCT
afs-72267	110	10	the	the	DET
afs-72267	110	11	processes	process	NOUN
afs-72267	110	12	by	by	ADP
afs-72267	110	13	which	which	PRON
afs-72267	110	14	this	this	DET
afs-72267	110	15	capacity	capacity	NOUN
afs-72267	110	16	creates	create	VERB
afs-72267	110	17	and	and	CCONJ
afs-72267	110	18	diffuses	diffuse	VERB
afs-72267	110	19	technical	technical	ADJ
afs-72267	110	20	innovations	innovation	NOUN
afs-72267	110	21	have	have	AUX
afs-72267	110	22	received	receive	VERB
afs-72267	110	23	relatively	relatively	ADV
afs-72267	110	24	little	little	ADJ
afs-72267	110	25	attention	attention	NOUN
afs-72267	110	26	until	until	ADP
afs-72267	110	27	recently	recently	ADV
afs-72267	110	28	.	.	PUNCT
afs-72267	111	1	the	the	DET
afs-72267	111	2	role	role	NOUN
afs-72267	111	3	of	of	ADP
afs-72267	111	4	agricultural	agricultural	ADJ
afs-72267	111	5	research	research	NOUN
afs-72267	111	6	was	be	AUX
afs-72267	111	7	pointed	point	VERB
afs-72267	111	8	out	out	ADP
afs-72267	111	9	explicitly	explicitly	ADV
afs-72267	111	10	only	only	ADV
afs-72267	111	11	in	in	ADP
afs-72267	111	12	the	the	DET
afs-72267	111	13	1950s	1950	NOUN
afs-72267	111	14	and	and	CCONJ
afs-72267	111	15	19605	19605	NUM
afs-72267	111	16	.	.	PUNCT
afs-72267	112	1	since	since	SCONJ
afs-72267	112	2	then	then	ADV
afs-72267	112	3	,	,	PUNCT
afs-72267	112	4	considerable	considerable	ADJ
afs-72267	112	5	effort	effort	NOUN
afs-72267	112	6	has	have	AUX
afs-72267	112	7	focused	focus	VERB
afs-72267	112	8	on	on	ADP
afs-72267	112	9	measuring	measure	VERB
afs-72267	112	10	the	the	DET
afs-72267	112	11	impact	impact	NOUN
afs-72267	112	12	of	of	ADP
afs-72267	112	13	research	research	NOUN
afs-72267	112	14	on	on	ADP
afs-72267	112	15	growth	growth	NOUN
afs-72267	112	16	in	in	ADP
afs-72267	112	17	productivity	productivity	NOUN
afs-72267	112	18	(	(	PUNCT
afs-72267	112	19	arndt	arndt	PROPN
afs-72267	112	20	and	and	CCONJ
afs-72267	112	21	ruttan	ruttan	ADJ
afs-72267	112	22	,	,	PUNCT
afs-72267	112	23	1977	1977	NUM
afs-72267	112	24	)	)	PUNCT
afs-72267	112	25	.	.	PUNCT
afs-72267	113	1	estimation	estimation	NOUN
afs-72267	113	2	of	of	ADP
afs-72267	113	3	the	the	DET
afs-72267	113	4	valueof	valueof	ADJ
afs-72267	113	5	research	research	NOUN
afs-72267	113	6	is	be	AUX
afs-72267	113	7	a	a	DET
afs-72267	113	8	difficult	difficult	ADJ
afs-72267	113	9	task	task	NOUN
afs-72267	113	10	complicated	complicate	VERB
afs-72267	113	11	by	by	ADP
afs-72267	113	12	great	great	ADJ
afs-72267	113	13	uncertainties	uncertainty	NOUN
afs-72267	113	14	.	.	PUNCT
afs-72267	114	1	in	in	ADP
afs-72267	114	2	spite	spite	NOUN
afs-72267	114	3	of	of	ADP
afs-72267	114	4	these	these	DET
afs-72267	114	5	difficulties	difficulty	NOUN
afs-72267	114	6	the	the	DET
afs-72267	114	7	task	task	NOUN
afs-72267	114	8	seems	seem	VERB
afs-72267	114	9	to	to	PART
afs-72267	114	10	be	be	AUX
afs-72267	114	11	important	important	ADJ
afs-72267	114	12	.	.	PUNCT
afs-72267	115	1	many	many	ADJ
afs-72267	115	2	studies	study	NOUN
afs-72267	115	3	carried	carry	VERB
afs-72267	115	4	out	out	ADP
afs-72267	115	5	in	in	ADP
afs-72267	115	6	the	the	DET
afs-72267	115	7	usa	usa	PROPN
afs-72267	115	8	,	,	PUNCT
afs-72267	115	9	canada	canada	PROPN
afs-72267	115	10	,	,	PUNCT
afs-72267	115	11	japan	japan	PROPN
afs-72267	115	12	,	,	PUNCT
afs-72267	115	13	india	india	PROPN
afs-72267	115	14	,	,	PUNCT
afs-72267	115	15	mexico	mexico	PROPN
afs-72267	115	16	,	,	PUNCT
afs-72267	115	17	australia	australia	PROPN
afs-72267	115	18	,	,	PUNCT
afs-72267	115	19	and	and	CCONJ
afs-72267	115	20	brazil	brazil	PROPN
afs-72267	115	21	have	have	AUX
afs-72267	115	22	found	find	VERB
afs-72267	115	23	that	that	SCONJ
afs-72267	115	24	the	the	DET
afs-72267	115	25	returns	return	NOUN
afs-72267	115	26	to	to	ADP
afs-72267	115	27	investment	investment	NOUN
afs-72267	115	28	in	in	ADP
afs-72267	115	29	agricultural	agricultural	ADJ
afs-72267	115	30	research	research	NOUN
afs-72267	115	31	and	and	CCONJ
afs-72267	115	32	extension	extension	NOUN
afs-72267	115	33	in	in	ADP
afs-72267	115	34	many	many	ADJ
afs-72267	115	35	cases	case	NOUN
afs-72267	115	36	have	have	AUX
afs-72267	115	37	been	be	AUX
afs-72267	115	38	very	very	ADV
afs-72267	115	39	high	high	ADJ
afs-72267	115	40	.	.	PUNCT
afs-72267	116	1	the	the	DET
afs-72267	116	2	estimated	estimate	VERB
afs-72267	116	3	annual	annual	ADJ
afs-72267	116	4	rate	rate	NOUN
afs-72267	116	5	of	of	ADP
afs-72267	116	6	return	return	NOUN
afs-72267	116	7	in	in	ADP
afs-72267	116	8	these	these	DET
afs-72267	116	9	countries	country	NOUN
afs-72267	116	10	has	have	AUX
afs-72267	116	11	varied	vary	VERB
afs-72267	116	12	from	from	ADP
afs-72267	116	13	approximately	approximately	ADV
afs-72267	116	14	20	20	NUM
afs-72267	116	15	to	to	PART
afs-72267	116	16	80	80	NUM
afs-72267	116	17	%	%	NOUN
afs-72267	116	18	.	.	PUNCT
afs-72267	117	1	both	both	DET
afs-72267	117	2	consumers	consumer	NOUN
afs-72267	117	3	and	and	CCONJ
afs-72267	117	4	producers	producer	NOUN
afs-72267	117	5	benefit	benefit	VERB
afs-72267	117	6	from	from	ADP
afs-72267	117	7	this	this	DET
afs-72267	117	8	social	social	ADJ
afs-72267	117	9	rate	rate	NOUN
afs-72267	117	10	of	of	ADP
afs-72267	117	11	return	return	NOUN
afs-72267	117	12	through	through	ADP
afs-72267	117	13	lower	low	ADJ
afs-72267	117	14	costs	cost	NOUN
afs-72267	117	15	of	of	ADP
afs-72267	117	16	food	food	NOUN
afs-72267	117	17	and	and	CCONJ
afs-72267	117	18	reduced	reduced	ADJ
afs-72267	117	19	production	production	NOUN
afs-72267	117	20	costs	cost	NOUN
afs-72267	117	21	(	(	PUNCT
afs-72267	117	22	pinstrup	pinstrup	NOUN
afs-72267	117	23	-	-	PUNCT
afs-72267	117	24	andersen	andersen	NOUN
afs-72267	117	25	,	,	PUNCT
afs-72267	117	26	1982	1982	NUM
afs-72267	117	27	)	)	PUNCT
afs-72267	117	28	.	.	PUNCT
afs-72267	118	1	in	in	ADP
afs-72267	118	2	the	the	DET
afs-72267	118	3	1950	1950	NUM
afs-72267	118	4	s	s	NOUN
afs-72267	118	5	t.w	t.w	PROPN
afs-72267	118	6	.	.	PROPN
afs-72267	118	7	shultz	shultz	PROPN
afs-72267	118	8	(	(	PUNCT
afs-72267	118	9	1956	1956	NUM
afs-72267	118	10	,	,	PUNCT
afs-72267	118	11	1958	1958	NUM
afs-72267	118	12	)	)	PUNCT
afs-72267	118	13	pointed	point	VERB
afs-72267	118	14	out	out	ADP
afs-72267	118	15	how	how	SCONJ
afs-72267	118	16	important	important	ADJ
afs-72267	118	17	it	it	PRON
afs-72267	118	18	wouldbe	wouldbe	VERB
afs-72267	118	19	to	to	PART
afs-72267	118	20	calculate	calculate	VERB
afs-72267	118	21	the	the	DET
afs-72267	118	22	costs	cost	NOUN
afs-72267	118	23	and	and	CCONJ
afs-72267	118	24	benefits	benefit	NOUN
afs-72267	118	25	of	of	ADP
afs-72267	118	26	technical	technical	ADJ
afs-72267	118	27	improvements	improvement	NOUN
afs-72267	118	28	.	.	PUNCT
afs-72267	119	1	he	he	PRON
afs-72267	119	2	contended	contend	VERB
afs-72267	119	3	that	that	SCONJ
afs-72267	119	4	technical	technical	ADJ
afs-72267	119	5	improvements	improvement	NOUN
afs-72267	119	6	in	in	ADP
afs-72267	119	7	agriculture	agriculture	NOUN
afs-72267	119	8	are	be	AUX
afs-72267	119	9	not	not	PART
afs-72267	119	10	manna	manna	NOUN
afs-72267	119	11	from	from	ADP
afs-72267	119	12	heaven	heaven	PROPN
afs-72267	119	13	,	,	PUNCT
afs-72267	119	14	but	but	CCONJ
afs-72267	119	15	represent	represent	VERB
afs-72267	119	16	inputs	input	NOUN
afs-72267	119	17	that	that	PRON
afs-72267	119	18	should	should	AUX
afs-72267	119	19	be	be	AUX
afs-72267	119	20	taken	take	VERB
afs-72267	119	21	into	into	ADP
afs-72267	119	22	account	account	NOUN
afs-72267	119	23	when	when	SCONJ
afs-72267	119	24	explaining	explain	VERB
afs-72267	119	25	an	an	DET
afs-72267	119	26	increase	increase	NOUN
afs-72267	119	27	in	in	ADP
afs-72267	119	28	agricultural	agricultural	ADJ
afs-72267	119	29	production	production	NOUN
afs-72267	119	30	or	or	CCONJ
afs-72267	119	31	in	in	ADP
afs-72267	119	32	agricultural	agricultural	ADJ
afs-72267	119	33	productivity	productivity	NOUN
afs-72267	119	34	.	.	PUNCT
afs-72267	120	1	the	the	DET
afs-72267	120	2	majority	majority	NOUN
afs-72267	120	3	of	of	ADP
afs-72267	120	4	studies	study	NOUN
afs-72267	120	5	carried	carry	VERB
afs-72267	120	6	out	out	ADP
afs-72267	120	7	thereafter	thereafter	ADV
afs-72267	120	8	have	have	AUX
afs-72267	120	9	had	have	VERB
afs-72267	120	10	a	a	DET
afs-72267	120	11	similar	similar	ADJ
afs-72267	120	12	conelusion	conelusion	NOUN
afs-72267	120	13	;	;	PUNCT
afs-72267	120	14	society	society	NOUN
afs-72267	120	15	as	as	ADP
afs-72267	120	16	a	a	DET
afs-72267	120	17	whole	whole	NOUN
afs-72267	120	18	,	,	PUNCT
afs-72267	120	19	both	both	DET
afs-72267	120	20	producers	producer	NOUN
afs-72267	120	21	and	and	CCONJ
afs-72267	120	22	consumers	consumer	NOUN
afs-72267	120	23	,	,	PUNCT
afs-72267	120	24	benefit	benefit	VERB
afs-72267	120	25	from	from	ADP
afs-72267	120	26	agricultural	agricultural	ADJ
afs-72267	120	27	research	research	NOUN
afs-72267	120	28	.	.	PUNCT
afs-72267	121	1	it	it	PRON
afs-72267	121	2	is	be	AUX
afs-72267	121	3	not	not	PART
afs-72267	121	4	known	know	VERB
afs-72267	121	5	whether	whether	SCONJ
afs-72267	121	6	agricultural	agricultural	ADJ
afs-72267	121	7	research	research	NOUN
afs-72267	121	8	has	have	AUX
afs-72267	121	9	created	create	VERB
afs-72267	121	10	a	a	DET
afs-72267	121	11	positive	positive	ADJ
afs-72267	121	12	economic	economic	ADJ
afs-72267	121	13	surplus	surplus	NOUN
afs-72267	121	14	in	in	ADP
afs-72267	121	15	the	the	DET
afs-72267	121	16	nordic	nordic	ADJ
afs-72267	121	17	countries	country	NOUN
afs-72267	121	18	,	,	PUNCT
afs-72267	121	19	particularly	particularly	ADV
afs-72267	121	20	in	in	ADP
afs-72267	121	21	finland	finland	PROPN
afs-72267	121	22	.	.	PUNCT
afs-72267	122	1	the	the	DET
afs-72267	122	2	table	table	NOUN
afs-72267	122	3	in	in	ADP
afs-72267	122	4	appendix	appendix	NOUN
afs-72267	122	5	1	1	NUM
afs-72267	122	6	,	,	PUNCT
afs-72267	122	7	presenting	present	VERB
afs-72267	122	8	the	the	DET
afs-72267	122	9	estimated	estimate	VERB
afs-72267	122	10	annual	annual	ADJ
afs-72267	122	11	rate	rate	NOUN
afs-72267	122	12	of	of	ADP
afs-72267	122	13	return	return	NOUN
afs-72267	122	14	from	from	ADP
afs-72267	122	15	50	50	NUM
afs-72267	122	16	different	different	ADJ
afs-72267	122	17	research	research	NOUN
afs-72267	122	18	programmes	programme	NOUN
afs-72267	122	19	,	,	PUNCT
afs-72267	122	20	shows	show	VERB
afs-72267	122	21	a	a	DET
afs-72267	122	22	high	high	ADJ
afs-72267	122	23	rate	rate	NOUN
afs-72267	122	24	of	of	ADP
afs-72267	122	25	return	return	NOUN
afs-72267	122	26	in	in	ADP
afs-72267	122	27	other	other	ADJ
afs-72267	122	28	countries	country	NOUN
afs-72267	122	29	.	.	PUNCT
afs-72267	123	1	on	on	ADP
afs-72267	123	2	average	average	ADJ
afs-72267	123	3	,	,	PUNCT
afs-72267	123	4	the	the	DET
afs-72267	123	5	annual	annual	ADJ
afs-72267	123	6	rate	rate	NOUN
afs-72267	123	7	of	of	ADP
afs-72267	123	8	return	return	NOUN
afs-72267	123	9	was	be	AUX
afs-72267	123	10	somewhat	somewhat	ADV
afs-72267	123	11	below	below	ADP
afs-72267	123	12	50	50	NUM
afs-72267	123	13	°	°	NOUN
afs-72267	123	14	7o	7o	NOUN
afs-72267	123	15	and	and	CCONJ
afs-72267	123	16	only	only	ADV
afs-72267	123	17	four	four	NUM
afs-72267	123	18	programmes	programme	NOUN
afs-72267	123	19	showed	show	VERB
afs-72267	123	20	an	an	DET
afs-72267	123	21	annual	annual	ADJ
afs-72267	123	22	rate	rate	NOUN
afs-72267	123	23	of	of	ADP
afs-72267	123	24	return	return	NOUN
afs-72267	123	25	below	below	ADP
afs-72267	123	26	20	20	NUM
afs-72267	123	27	%	%	NOUN
afs-72267	123	28	(	(	PUNCT
afs-72267	123	29	pinstrupandersen	pinstrupandersen	NOUN
afs-72267	123	30	,	,	PUNCT
afs-72267	123	31	1982	1982	NUM
afs-72267	123	32	)	)	PUNCT
afs-72267	123	33	.	.	PUNCT
afs-72267	124	1	a	a	DET
afs-72267	124	2	similar	similar	ADJ
afs-72267	124	3	compilation	compilation	NOUN
afs-72267	124	4	of	of	ADP
afs-72267	124	5	data	datum	NOUN
afs-72267	124	6	from	from	ADP
afs-72267	124	7	32	32	NUM
afs-72267	124	8	studies	study	NOUN
afs-72267	124	9	on	on	ADP
afs-72267	124	10	research	research	NOUN
afs-72267	124	11	profitability	profitability	NOUN
afs-72267	124	12	,	,	PUNCT
afs-72267	124	13	put	put	VERB
afs-72267	124	14	together	together	ADV
afs-72267	124	15	by	by	ADP
afs-72267	124	16	evenson	evenson	PROPN
afs-72267	124	17	et	et	PROPN
afs-72267	124	18	al	al	PROPN
afs-72267	124	19	.	.	PROPN
afs-72267	125	1	(	(	PUNCT
afs-72267	125	2	1979	1979	NUM
afs-72267	125	3	)	)	PUNCT
afs-72267	125	4	in	in	ADP
afs-72267	125	5	the	the	DET
afs-72267	125	6	magazine	magazine	NOUN
afs-72267	125	7	science	science	NOUN
afs-72267	125	8	,	,	PUNCT
afs-72267	125	9	illustrates	illustrate	VERB
afs-72267	125	10	approximately	approximately	ADV
afs-72267	125	11	the	the	DET
afs-72267	125	12	same	same	ADJ
afs-72267	125	13	rates	rate	NOUN
afs-72267	125	14	of	of	ADP
afs-72267	125	15	return	return	NOUN
afs-72267	125	16	.	.	PUNCT
afs-72267	126	1	the	the	DET
afs-72267	126	2	agricultural	agricultural	ADJ
afs-72267	126	3	research	research	NOUN
afs-72267	126	4	input	input	NOUN
afs-72267	126	5	in	in	ADP
afs-72267	126	6	finland	finland	PROPN
afs-72267	126	7	needs	need	VERB
afs-72267	126	8	to	to	PART
afs-72267	126	9	be	be	AUX
afs-72267	126	10	investigated	investigate	VERB
afs-72267	126	11	in	in	ADP
afs-72267	126	12	order	order	NOUN
afs-72267	126	13	to	to	PART
afs-72267	126	14	determine	determine	VERB
afs-72267	126	15	whether	whether	SCONJ
afs-72267	126	16	the	the	DET
afs-72267	126	17	high	high	ADJ
afs-72267	126	18	rates	rate	NOUN
afs-72267	126	19	of	of	ADP
afs-72267	126	20	return	return	NOUN
afs-72267	126	21	are	be	AUX
afs-72267	126	22	also	also	ADV
afs-72267	126	23	true	true	ADJ
afs-72267	126	24	for	for	ADP
afs-72267	126	25	a	a	DET
afs-72267	126	26	northern	northern	ADJ
afs-72267	126	27	environment	environment	NOUN
afs-72267	126	28	.	.	PUNCT
afs-72267	127	1	more	more	ADV
afs-72267	127	2	specifically	specifically	ADV
afs-72267	127	3	,	,	PUNCT
afs-72267	127	4	empirical	empirical	ADJ
afs-72267	127	5	estimations	estimation	NOUN
afs-72267	127	6	of	of	ADP
afs-72267	127	7	the	the	DET
afs-72267	127	8	economic	economic	ADJ
afs-72267	127	9	returns	return	NOUN
afs-72267	127	10	to	to	ADP
afs-72267	127	11	agricultural	agricultural	ADJ
afs-72267	127	12	research	research	NOUN
afs-72267	127	13	(	(	PUNCT
afs-72267	127	14	or	or	CCONJ
afs-72267	127	15	of	of	ADP
afs-72267	127	16	its	its	PRON
afs-72267	127	17	benefits	benefit	NOUN
afs-72267	127	18	)	)	PUNCT
afs-72267	127	19	can	can	AUX
afs-72267	127	20	be	be	AUX
afs-72267	127	21	justified	justify	VERB
afs-72267	127	22	as	as	SCONJ
afs-72267	127	23	follows	follow	VERB
afs-72267	127	24	:	:	PUNCT
afs-72267	127	25	1	1	X
afs-72267	127	26	.	.	X
afs-72267	127	27	research	research	NOUN
afs-72267	127	28	is	be	AUX
afs-72267	127	29	an	an	DET
afs-72267	127	30	economic	economic	ADJ
afs-72267	127	31	activity	activity	NOUN
afs-72267	127	32	,	,	PUNCT
afs-72267	127	33	competing	compete	VERB
afs-72267	127	34	for	for	ADP
afs-72267	127	35	the	the	DET
afs-72267	127	36	scarce	scarce	ADJ
afs-72267	127	37	resources	resource	NOUN
afs-72267	127	38	of	of	ADP
afs-72267	127	39	society	society	NOUN
afs-72267	127	40	,	,	PUNCT
afs-72267	127	41	which	which	PRON
afs-72267	127	42	creates	create	VERB
afs-72267	127	43	something	something	PRON
afs-72267	127	44	of	of	ADP
afs-72267	127	45	value	value	NOUN
afs-72267	127	46	by	by	ADP
afs-72267	127	47	producing	produce	VERB
afs-72267	127	48	knowledge	knowledge	NOUN
afs-72267	127	49	that	that	PRON
afs-72267	127	50	can	can	AUX
afs-72267	127	51	be	be	AUX
afs-72267	127	52	further	far	ADV
afs-72267	127	53	refined	refine	VERB
afs-72267	127	54	into	into	ADP
afs-72267	127	55	an	an	DET
afs-72267	127	56	input	input	NOUN
afs-72267	127	57	in	in	ADP
afs-72267	127	58	the	the	DET
afs-72267	127	59	production	production	NOUN
afs-72267	127	60	process	process	NOUN
afs-72267	127	61	.	.	PUNCT
afs-72267	128	1	to	to	PART
afs-72267	128	2	be	be	AUX
afs-72267	128	3	able	able	ADJ
afs-72267	128	4	to	to	PART
afs-72267	128	5	allocate	allocate	VERB
afs-72267	128	6	funds	fund	NOUN
afs-72267	128	7	between	between	ADP
afs-72267	128	8	research	research	NOUN
afs-72267	128	9	and	and	CCONJ
afs-72267	128	10	other	other	ADJ
afs-72267	128	11	activities	activity	NOUN
afs-72267	128	12	of	of	ADP
afs-72267	128	13	society	society	NOUN
afs-72267	128	14	decision	decision	NOUN
afs-72267	128	15	-	-	PUNCT
afs-72267	128	16	makers	maker	NOUN
afs-72267	128	17	need	need	VERB
afs-72267	128	18	some	some	DET
afs-72267	128	19	measure	measure	NOUN
afs-72267	128	20	for	for	ADP
afs-72267	128	21	determining	determine	VERB
afs-72267	128	22	optimal	optimal	ADJ
afs-72267	128	23	allocation	allocation	NOUN
afs-72267	128	24	(	(	PUNCT
afs-72267	128	25	schultz	schultz	PROPN
afs-72267	128	26	1971	1971	NUM
afs-72267	128	27	)	)	PUNCT
afs-72267	128	28	.	.	PUNCT
afs-72267	129	1	if	if	SCONJ
afs-72267	129	2	the	the	DET
afs-72267	129	3	future	future	ADJ
afs-72267	129	4	value	value	NOUN
afs-72267	129	5	of	of	ADP
afs-72267	129	6	research	research	NOUN
afs-72267	129	7	to	to	ADP
afs-72267	129	8	society	society	NOUN
afs-72267	129	9	could	could	AUX
afs-72267	129	10	be	be	AUX
afs-72267	129	11	estimated	estimate	VERB
afs-72267	129	12	,	,	PUNCT
afs-72267	129	13	the	the	DET
afs-72267	129	14	extent	extent	NOUN
afs-72267	129	15	of	of	ADP
afs-72267	129	16	public	public	ADJ
afs-72267	129	17	spending	spending	NOUN
afs-72267	129	18	on	on	ADP
afs-72267	129	19	agricultural	agricultural	ADJ
afs-72267	129	20	research	research	NOUN
afs-72267	129	21	could	could	AUX
afs-72267	129	22	be	be	AUX
afs-72267	129	23	determined	determine	VERB
afs-72267	129	24	on	on	ADP
afs-72267	129	25	the	the	DET
afs-72267	129	26	basis	basis	NOUN
afs-72267	129	27	of	of	ADP
afs-72267	129	28	its	its	PRON
afs-72267	129	29	relative	relative	ADJ
afs-72267	129	30	benefits	benefit	NOUN
afs-72267	129	31	(	(	PUNCT
afs-72267	129	32	pinstrup	pinstrup	NOUN
afs-72267	129	33	-	-	PUNCT
afs-72267	129	34	andersen	andersen	PROPN
afs-72267	129	35	1982	1982	NUM
afs-72267	129	36	)	)	PUNCT
afs-72267	129	37	.	.	PUNCT
afs-72267	130	1	2	2	X
afs-72267	130	2	.	.	X
afs-72267	130	3	research	research	NOUN
afs-72267	130	4	leads	lead	VERB
afs-72267	130	5	to	to	ADP
afs-72267	130	6	a	a	DET
afs-72267	130	7	more	more	ADV
afs-72267	130	8	effective	effective	ADJ
afs-72267	130	9	use	use	NOUN
afs-72267	130	10	259	259	NUM
afs-72267	130	11	of	of	ADP
afs-72267	130	12	resources	resource	NOUN
afs-72267	130	13	by	by	ADP
afs-72267	130	14	providing	provide	VERB
afs-72267	130	15	knowledge	knowledge	NOUN
afs-72267	130	16	to	to	PART
afs-72267	130	17	be	be	AUX
afs-72267	130	18	used	use	VERB
afs-72267	130	19	instead	instead	ADV
afs-72267	130	20	of	of	ADP
afs-72267	130	21	more	more	ADV
afs-72267	130	22	expensive	expensive	ADJ
afs-72267	130	23	and	and	CCONJ
afs-72267	130	24	scarcer	scarcer	NOUN
afs-72267	130	25	resources	resource	NOUN
afs-72267	130	26	,	,	PUNCT
afs-72267	130	27	e.g.	e.g.	ADV
afs-72267	130	28	land	land	NOUN
afs-72267	130	29	,	,	PUNCT
afs-72267	130	30	water	water	NOUN
afs-72267	130	31	and	and	CCONJ
afs-72267	130	32	labour	labour	NOUN
afs-72267	130	33	.	.	PUNCT
afs-72267	131	1	the	the	DET
afs-72267	131	2	constraints	constraint	NOUN
afs-72267	131	3	on	on	ADP
afs-72267	131	4	production	production	NOUN
afs-72267	131	5	imposed	impose	VERB
afs-72267	131	6	by	by	ADP
afs-72267	131	7	the	the	DET
afs-72267	131	8	most	most	ADV
afs-72267	131	9	expensive	expensive	ADJ
afs-72267	131	10	or	or	CCONJ
afs-72267	131	11	least	least	ADV
afs-72267	131	12	available	available	ADJ
afs-72267	131	13	resource	resource	NOUN
afs-72267	131	14	are	be	AUX
afs-72267	131	15	alleviated	alleviate	VERB
afs-72267	131	16	through	through	ADP
afs-72267	131	17	research	research	NOUN
afs-72267	131	18	;	;	PUNCT
afs-72267	131	19	the	the	DET
afs-72267	131	20	same	same	ADJ
afs-72267	131	21	production	production	NOUN
afs-72267	131	22	volume	volume	NOUN
afs-72267	131	23	is	be	AUX
afs-72267	131	24	achieved	achieve	VERB
afs-72267	131	25	with	with	ADP
afs-72267	131	26	less	less	ADJ
afs-72267	131	27	inputs	input	NOUN
afs-72267	131	28	than	than	ADP
afs-72267	131	29	previously	previously	ADV
afs-72267	131	30	(	(	PUNCT
afs-72267	131	31	hayami	hayami	NOUN
afs-72267	131	32	and	and	CCONJ
afs-72267	131	33	ruttan	ruttan	ADJ
afs-72267	131	34	1971	1971	NUM
afs-72267	131	35	)	)	PUNCT
afs-72267	131	36	.	.	PUNCT
afs-72267	132	1	quantification	quantification	NOUN
afs-72267	132	2	of	of	ADP
afs-72267	132	3	this	this	DET
afs-72267	132	4	marginal	marginal	ADJ
afs-72267	132	5	product	product	NOUN
afs-72267	132	6	of	of	ADP
afs-72267	132	7	research	research	NOUN
afs-72267	132	8	enables	enable	VERB
afs-72267	132	9	valuationof	valuationof	VERB
afs-72267	132	10	the	the	DET
afs-72267	132	11	gain	gain	NOUN
afs-72267	132	12	in	in	ADP
afs-72267	132	13	efficiency	efficiency	NOUN
afs-72267	132	14	.	.	PUNCT
afs-72267	133	1	3	3	X
afs-72267	133	2	.	.	X
afs-72267	133	3	it	it	PRON
afs-72267	133	4	is	be	AUX
afs-72267	133	5	possible	possible	ADJ
afs-72267	133	6	to	to	PART
afs-72267	133	7	demonstrate	demonstrate	VERB
afs-72267	133	8	that	that	SCONJ
afs-72267	133	9	,	,	PUNCT
afs-72267	133	10	in	in	ADP
afs-72267	133	11	the	the	DET
afs-72267	133	12	long	long	ADJ
afs-72267	133	13	run	run	NOUN
afs-72267	133	14	increases	increase	NOUN
afs-72267	133	15	in	in	ADP
afs-72267	133	16	productivity	productivity	NOUN
afs-72267	133	17	are	be	AUX
afs-72267	133	18	transferred	transfer	VERB
afs-72267	133	19	to	to	ADP
afs-72267	133	20	consumers	consumer	NOUN
afs-72267	133	21	through	through	ADP
afs-72267	133	22	lower	low	ADJ
afs-72267	133	23	food	food	NOUN
afs-72267	133	24	prices	price	NOUN
afs-72267	133	25	.	.	PUNCT
afs-72267	134	1	welfare	welfare	NOUN
afs-72267	134	2	economics	economic	NOUN
afs-72267	134	3	also	also	ADV
afs-72267	134	4	makes	make	VERB
afs-72267	134	5	it	it	PRON
afs-72267	134	6	possible	possible	ADJ
afs-72267	134	7	to	to	PART
afs-72267	134	8	estimate	estimate	VERB
afs-72267	134	9	the	the	DET
afs-72267	134	10	consumers	consumer	NOUN
afs-72267	134	11	’	’	PART
afs-72267	134	12	surplus	surplus	NOUN
afs-72267	134	13	and	and	CCONJ
afs-72267	134	14	the	the	DET
afs-72267	134	15	producers	producer	NOUN
afs-72267	134	16	’	’	PART
afs-72267	134	17	surplus	surplus	NOUN
afs-72267	134	18	thereby	thereby	ADV
afs-72267	134	19	making	make	VERB
afs-72267	134	20	it	it	PRON
afs-72267	134	21	possible	possible	ADJ
afs-72267	134	22	to	to	PART
afs-72267	134	23	determine	determine	VERB
afs-72267	134	24	which	which	DET
afs-72267	134	25	group	group	NOUN
afs-72267	134	26	benefits	benefit	VERB
afs-72267	134	27	more	more	ADJ
afs-72267	134	28	.	.	PUNCT
afs-72267	135	1	the	the	DET
afs-72267	135	2	total	total	ADJ
afs-72267	135	3	economic	economic	ADJ
afs-72267	135	4	surplus	surplus	NOUN
afs-72267	135	5	is	be	AUX
afs-72267	135	6	principally	principally	ADV
afs-72267	135	7	often	often	ADV
afs-72267	135	8	sufficient	sufficient	ADJ
afs-72267	135	9	to	to	PART
afs-72267	135	10	compensate	compensate	VERB
afs-72267	135	11	probable	probable	ADJ
afs-72267	135	12	losers	loser	NOUN
afs-72267	135	13	,	,	PUNCT
afs-72267	135	14	i.e.	i.e.	X
afs-72267	135	15	late	late	ADJ
afs-72267	135	16	adopters	adopter	NOUN
afs-72267	135	17	of	of	ADP
afs-72267	135	18	new	new	ADJ
afs-72267	135	19	methods	method	NOUN
afs-72267	135	20	and	and	CCONJ
afs-72267	135	21	means	mean	NOUN
afs-72267	135	22	of	of	ADP
afs-72267	135	23	production	production	NOUN
afs-72267	135	24	(	(	PUNCT
afs-72267	135	25	hertford	hertford	PROPN
afs-72267	135	26	and	and	CCONJ
afs-72267	135	27	schmitz	schmitz	PROPN
afs-72267	135	28	1977	1977	NUM
afs-72267	135	29	)	)	PUNCT
afs-72267	135	30	.	.	PUNCT
afs-72267	136	1	4	4	X
afs-72267	136	2	.	.	X
afs-72267	136	3	according	accord	VERB
afs-72267	136	4	to	to	ADP
afs-72267	136	5	one	one	NUM
afs-72267	136	6	assertion	assertion	NOUN
afs-72267	136	7	,	,	PUNCT
afs-72267	136	8	landowners	landowner	NOUN
afs-72267	136	9	obtain	obtain	VERB
afs-72267	136	10	a	a	DET
afs-72267	136	11	large	large	ADJ
afs-72267	136	12	part	part	NOUN
afs-72267	136	13	of	of	ADP
afs-72267	136	14	the	the	DET
afs-72267	136	15	utility	utility	NOUN
afs-72267	136	16	from	from	ADP
afs-72267	136	17	increased	increase	VERB
afs-72267	136	18	productivity	productivity	NOUN
afs-72267	136	19	,	,	PUNCT
afs-72267	136	20	the	the	DET
afs-72267	136	21	input	input	NOUN
afs-72267	136	22	industry	industry	NOUN
afs-72267	136	23	another	another	DET
afs-72267	136	24	part	part	NOUN
afs-72267	136	25	.	.	PUNCT
afs-72267	137	1	thus	thus	ADV
afs-72267	137	2	rosine	rosine	NOUN
afs-72267	137	3	and	and	CCONJ
afs-72267	137	4	helmberger	helmberger	NOUN
afs-72267	137	5	(	(	PUNCT
afs-72267	137	6	1975	1975	NUM
afs-72267	137	7	)	)	PUNCT
afs-72267	137	8	claim	claim	VERB
afs-72267	137	9	that	that	SCONJ
afs-72267	137	10	land	land	NOUN
afs-72267	137	11	rents	rent	NOUN
afs-72267	137	12	dramatically	dramatically	ADV
afs-72267	137	13	increased	increase	VERB
afs-72267	137	14	in	in	ADP
afs-72267	137	15	usa	usa	PROPN
afs-72267	137	16	in	in	ADP
afs-72267	137	17	1948—1972	1948—1972	PROPN
afs-72267	137	18	as	as	ADP
afs-72267	137	19	a	a	DET
afs-72267	137	20	result	result	NOUN
afs-72267	137	21	of	of	ADP
afs-72267	137	22	improved	improved	ADJ
afs-72267	137	23	productivity	productivity	NOUN
afs-72267	137	24	.	.	PUNCT
afs-72267	138	1	technological	technological	ADJ
afs-72267	138	2	change	change	NOUN
afs-72267	138	3	led	lead	VERB
afs-72267	138	4	to	to	ADP
afs-72267	138	5	a	a	DET
afs-72267	138	6	drop	drop	NOUN
afs-72267	138	7	in	in	ADP
afs-72267	138	8	the	the	DET
afs-72267	138	9	prices	price	NOUN
afs-72267	138	10	of	of	ADP
afs-72267	138	11	agricultural	agricultural	ADJ
afs-72267	138	12	products	product	NOUN
afs-72267	138	13	,	,	PUNCT
afs-72267	138	14	whereas	whereas	SCONJ
afs-72267	138	15	the	the	DET
afs-72267	138	16	prices	price	NOUN
afs-72267	138	17	of	of	ADP
afs-72267	138	18	inputs	input	NOUN
afs-72267	138	19	rose	rise	VERB
afs-72267	138	20	and	and	CCONJ
afs-72267	138	21	labour	labour	NOUN
afs-72267	138	22	did	do	AUX
afs-72267	138	23	not	not	PART
afs-72267	138	24	benefit	benefit	VERB
afs-72267	138	25	from	from	ADP
afs-72267	138	26	increases	increase	NOUN
afs-72267	138	27	in	in	ADP
afs-72267	138	28	productivity	productivity	NOUN
afs-72267	138	29	.	.	PUNCT
afs-72267	139	1	an	an	DET
afs-72267	139	2	important	important	ADJ
afs-72267	139	3	question	question	NOUN
afs-72267	139	4	thus	thus	ADV
afs-72267	139	5	is	be	AUX
afs-72267	139	6	whether	whether	SCONJ
afs-72267	139	7	landowners	landowner	NOUN
afs-72267	139	8	and	and	CCONJ
afs-72267	139	9	the	the	DET
afs-72267	139	10	input	input	NOUN
afs-72267	139	11	industry	industry	NOUN
afs-72267	139	12	share	share	NOUN
afs-72267	139	13	in	in	ADP
afs-72267	139	14	the	the	DET
afs-72267	139	15	benefits	benefit	NOUN
afs-72267	139	16	from	from	ADP
afs-72267	139	17	investment	investment	NOUN
afs-72267	139	18	in	in	ADP
afs-72267	139	19	agricultural	agricultural	ADJ
afs-72267	139	20	research	research	NOUN
afs-72267	139	21	and	and	CCONJ
afs-72267	139	22	extension	extension	NOUN
afs-72267	139	23	,	,	PUNCT
afs-72267	139	24	and	and	CCONJ
afs-72267	139	25	how	how	SCONJ
afs-72267	139	26	big	big	ADJ
afs-72267	139	27	is	be	AUX
afs-72267	139	28	their	their	PRON
afs-72267	139	29	share	share	NOUN
afs-72267	139	30	?	?	PUNCT
afs-72267	140	1	this	this	DET
afs-72267	140	2	study	study	NOUN
afs-72267	140	3	makes	make	VERB
afs-72267	140	4	no	no	DET
afs-72267	140	5	attempt	attempt	NOUN
afs-72267	140	6	to	to	PART
afs-72267	140	7	answer	answer	VERB
afs-72267	140	8	this	this	DET
afs-72267	140	9	question	question	NOUN
afs-72267	140	10	since	since	SCONJ
afs-72267	140	11	circumstances	circumstance	NOUN
afs-72267	140	12	differ	differ	VERB
afs-72267	140	13	in	in	ADP
afs-72267	140	14	finland	finland	PROPN
afs-72267	140	15	from	from	ADP
afs-72267	140	16	those	those	PRON
afs-72267	140	17	in	in	ADP
afs-72267	140	18	the	the	DET
afs-72267	140	19	usa	usa	PROPN
afs-72267	140	20	.	.	PROPN
afs-72267	140	21	5	5	NUM
afs-72267	140	22	.	.	PUNCT
afs-72267	141	1	it	it	PRON
afs-72267	141	2	is	be	AUX
afs-72267	141	3	difficult	difficult	ADJ
afs-72267	141	4	to	to	PART
afs-72267	141	5	set	set	VERB
afs-72267	141	6	an	an	DET
afs-72267	141	7	exchange	exchange	NOUN
afs-72267	141	8	value	value	NOUN
afs-72267	141	9	on	on	ADP
afs-72267	141	10	real	real	ADJ
afs-72267	141	11	or	or	CCONJ
afs-72267	141	12	expected	expect	VERB
afs-72267	141	13	research	research	NOUN
afs-72267	141	14	results	result	NOUN
afs-72267	141	15	,	,	PUNCT
afs-72267	141	16	yet	yet	CCONJ
afs-72267	141	17	it	it	PRON
afs-72267	141	18	must	must	AUX
afs-72267	141	19	be	be	AUX
afs-72267	141	20	possible	possible	ADJ
afs-72267	141	21	,	,	PUNCT
afs-72267	141	22	as	as	SCONJ
afs-72267	141	23	such	such	ADJ
afs-72267	141	24	values	value	NOUN
afs-72267	141	25	are	be	AUX
afs-72267	141	26	set	set	VERB
afs-72267	141	27	all	all	DET
afs-72267	141	28	the	the	DET
afs-72267	141	29	time	time	NOUN
afs-72267	141	30	,	,	PUNCT
afs-72267	141	31	in	in	ADP
afs-72267	141	32	the	the	DET
afs-72267	141	33	form	form	NOUN
afs-72267	141	34	of	of	ADP
afs-72267	141	35	decisions	decision	NOUN
afs-72267	141	36	concerning	concern	VERB
afs-72267	141	37	the	the	DET
afs-72267	141	38	allocation	allocation	NOUN
afs-72267	141	39	of	of	ADP
afs-72267	141	40	resources	resource	NOUN
afs-72267	141	41	to	to	PART
afs-72267	141	42	research	research	VERB
afs-72267	141	43	.	.	PUNCT
afs-72267	142	1	current	current	ADJ
afs-72267	142	2	price	price	NOUN
afs-72267	142	3	setting	setting	NOUN
afs-72267	142	4	is	be	AUX
afs-72267	142	5	insufficient	insufficient	ADJ
afs-72267	142	6	because	because	SCONJ
afs-72267	142	7	it	it	PRON
afs-72267	142	8	is	be	AUX
afs-72267	142	9	based	base	VERB
afs-72267	142	10	on	on	ADP
afs-72267	142	11	imperfect	imperfect	ADJ
afs-72267	142	12	information	information	NOUN
afs-72267	142	13	.	.	PUNCT
afs-72267	143	1	the	the	DET
afs-72267	143	2	authorities	authority	NOUN
afs-72267	143	3	granting	grant	VERB
afs-72267	143	4	funds	fund	NOUN
afs-72267	143	5	for	for	ADP
afs-72267	143	6	agricultural	agricultural	ADJ
afs-72267	143	7	research	research	NOUN
afs-72267	143	8	need	need	VERB
afs-72267	143	9	objective	objective	ADJ
afs-72267	143	10	evaluation	evaluation	NOUN
afs-72267	143	11	of	of	ADP
afs-72267	143	12	research	research	NOUN
afs-72267	143	13	(	(	PUNCT
afs-72267	143	14	paulsen	paulsen	PROPN
afs-72267	143	15	1971	1971	NUM
afs-72267	143	16	)	)	PUNCT
afs-72267	143	17	.	.	PUNCT
afs-72267	144	1	6	6	X
afs-72267	144	2	.	.	X
afs-72267	144	3	there	there	PRON
afs-72267	144	4	appears	appear	VERB
afs-72267	144	5	to	to	PART
afs-72267	144	6	be	be	AUX
afs-72267	144	7	a	a	DET
afs-72267	144	8	lag	lag	NOUN
afs-72267	144	9	between	between	ADP
afs-72267	144	10	the	the	DET
afs-72267	144	11	point	point	NOUN
afs-72267	144	12	in	in	ADP
afs-72267	144	13	time	time	NOUN
afs-72267	144	14	when	when	SCONJ
afs-72267	144	15	research	research	NOUN
afs-72267	144	16	funding	funding	NOUN
afs-72267	144	17	takes	take	VERB
afs-72267	144	18	place	place	NOUN
afs-72267	144	19	and	and	CCONJ
afs-72267	144	20	actual	actual	ADJ
afs-72267	144	21	results	result	NOUN
afs-72267	144	22	in	in	ADP
afs-72267	144	23	the	the	DET
afs-72267	144	24	form	form	NOUN
afs-72267	144	25	of	of	ADP
afs-72267	144	26	higher	high	ADJ
afs-72267	144	27	productivity	productivity	NOUN
afs-72267	144	28	.	.	PUNCT
afs-72267	145	1	this	this	DET
afs-72267	145	2	lag	lag	NOUN
afs-72267	145	3	can	can	AUX
afs-72267	145	4	be	be	AUX
afs-72267	145	5	expressed	express	VERB
afs-72267	145	6	as	as	ADP
afs-72267	145	7	a	a	DET
afs-72267	145	8	function	function	NOUN
afs-72267	145	9	of	of	ADP
afs-72267	145	10	time	time	NOUN
afs-72267	145	11	,	,	PUNCT
afs-72267	145	12	as	as	SCONJ
afs-72267	145	13	is	be	AUX
afs-72267	145	14	illustrated	illustrate	VERB
afs-72267	145	15	in	in	ADP
afs-72267	145	16	figure	figure	NOUN
afs-72267	145	17	1	1	NUM
afs-72267	145	18	.	.	PUNCT
afs-72267	146	1	investment	investment	NOUN
afs-72267	146	2	in	in	ADP
afs-72267	146	3	research	research	NOUN
afs-72267	146	4	in	in	ADP
afs-72267	146	5	theperiod	theperiod	NOUN
afs-72267	146	6	t	t	PROPN
afs-72267	146	7	starts	start	VERB
afs-72267	146	8	producing	produce	VERB
afs-72267	146	9	a	a	DET
afs-72267	146	10	stream	stream	NOUN
afs-72267	146	11	of	of	ADP
afs-72267	146	12	benefits	benefit	NOUN
afs-72267	146	13	at	at	ADP
afs-72267	146	14	t	t	PROPN
afs-72267	146	15	+	+	CCONJ
afs-72267	147	1	3	3	NUM
afs-72267	147	2	;	;	PUNCT
afs-72267	147	3	this	this	DET
afs-72267	147	4	stream	stream	NOUN
afs-72267	147	5	increases	increase	VERB
afs-72267	147	6	to	to	ADP
afs-72267	147	7	m	m	PROPN
afs-72267	147	8	at	at	ADP
afs-72267	147	9	t	t	PROPN
afs-72267	147	10	+	+	CCONJ
afs-72267	147	11	10	10	NUM
afs-72267	147	12	,	,	PUNCT
afs-72267	147	13	and	and	CCONJ
afs-72267	147	14	thereafter	thereafter	ADV
afs-72267	147	15	decreases	decrease	NOUN
afs-72267	147	16	.	.	PUNCT
afs-72267	148	1	attempts	attempt	NOUN
afs-72267	148	2	have	have	AUX
afs-72267	148	3	been	be	AUX
afs-72267	148	4	made	make	VERB
afs-72267	148	5	to	to	PART
afs-72267	148	6	estimate	estimate	VERB
afs-72267	148	7	such	such	DET
afs-72267	148	8	a	a	DET
afs-72267	148	9	lag	lag	NOUN
afs-72267	148	10	,	,	PUNCT
afs-72267	148	11	with	with	ADP
afs-72267	148	12	various	various	ADJ
afs-72267	148	13	success	success	NOUN
afs-72267	148	14	.	.	PUNCT
afs-72267	149	1	can	can	AUX
afs-72267	149	2	a	a	DET
afs-72267	149	3	lag	lag	NOUN
afs-72267	149	4	be	be	AUX
afs-72267	149	5	found	find	VERB
afs-72267	149	6	for	for	ADP
afs-72267	149	7	aggregate	aggregate	ADJ
afs-72267	149	8	agricultural	agricultural	ADJ
afs-72267	149	9	research	research	NOUN
afs-72267	149	10	in	in	ADP
afs-72267	149	11	finland	finland	PROPN
afs-72267	149	12	?	?	PUNCT
afs-72267	150	1	whether	whether	SCONJ
afs-72267	150	2	or	or	CCONJ
afs-72267	150	3	not	not	PART
afs-72267	150	4	the	the	DET
afs-72267	150	5	growth	growth	NOUN
afs-72267	150	6	of	of	ADP
afs-72267	150	7	knowledge	knowledge	NOUN
afs-72267	150	8	is	be	AUX
afs-72267	150	9	cumulative	cumulative	ADJ
afs-72267	150	10	,	,	PUNCT
afs-72267	150	11	a	a	DET
afs-72267	150	12	topic	topic	NOUN
afs-72267	150	13	that	that	PRON
afs-72267	150	14	has	have	AUX
afs-72267	150	15	been	be	AUX
afs-72267	150	16	discussed	discuss	VERB
afs-72267	150	17	in	in	ADP
afs-72267	150	18	the	the	DET
afs-72267	150	19	philosophy	philosophy	NOUN
afs-72267	150	20	of	of	ADP
afs-72267	150	21	science	science	NOUN
afs-72267	150	22	,	,	PUNCT
afs-72267	150	23	becomes	become	VERB
afs-72267	150	24	relevant	relevant	ADJ
afs-72267	150	25	in	in	ADP
afs-72267	150	26	this	this	DET
afs-72267	150	27	connection	connection	NOUN
afs-72267	150	28	.	.	PUNCT
afs-72267	151	1	those	those	PRON
afs-72267	151	2	who	who	PRON
afs-72267	151	3	,	,	PUNCT
afs-72267	151	4	like	like	ADP
afs-72267	151	5	karl	karl	PROPN
afs-72267	151	6	popper	popper	PROPN
afs-72267	151	7	,	,	PUNCT
afs-72267	151	8	are	be	AUX
afs-72267	151	9	apt	apt	ADJ
afs-72267	151	10	to	to	PART
afs-72267	151	11	look	look	VERB
afs-72267	151	12	upon	upon	SCONJ
afs-72267	151	13	science	science	NOUN
afs-72267	151	14	as	as	ADP
afs-72267	151	15	a	a	DET
afs-72267	151	16	steady	steady	ADJ
afs-72267	151	17	process	process	NOUN
afs-72267	151	18	of	of	ADP
afs-72267	151	19	approaching	approach	VERB
afs-72267	151	20	truth	truth	NOUN
afs-72267	151	21	in	in	ADP
afs-72267	151	22	infinity	infinity	NOUN
afs-72267	151	23	probably	probably	ADV
afs-72267	151	24	contend	contend	VERB
afs-72267	151	25	that	that	SCONJ
afs-72267	151	26	research	research	NOUN
afs-72267	151	27	results	result	NOUN
afs-72267	151	28	have	have	VERB
afs-72267	151	29	an	an	DET
afs-72267	151	30	eternal	eternal	ADJ
afs-72267	151	31	component	component	NOUN
afs-72267	151	32	of	of	ADP
afs-72267	151	33	value	value	NOUN
afs-72267	151	34	.	.	PUNCT
afs-72267	152	1	from	from	ADP
afs-72267	152	2	this	this	DET
afs-72267	152	3	point	point	NOUN
afs-72267	152	4	of	of	ADP
afs-72267	152	5	view	view	NOUN
afs-72267	152	6	,	,	PUNCT
afs-72267	152	7	research	research	NOUN
afs-72267	152	8	results	result	NOUN
afs-72267	152	9	accumulate	accumulate	VERB
afs-72267	152	10	rather	rather	ADV
afs-72267	152	11	than	than	ADP
afs-72267	152	12	replace	replace	VERB
afs-72267	152	13	each	each	DET
afs-72267	152	14	other	other	ADJ
afs-72267	152	15	.	.	PUNCT
afs-72267	153	1	those	those	PRON
afs-72267	153	2	who	who	PRON
afs-72267	153	3	,	,	PUNCT
afs-72267	153	4	like	like	ADP
afs-72267	153	5	thomas	thomas	PROPN
afs-72267	153	6	kuhn	kuhn	PROPN
afs-72267	153	7	,	,	PUNCT
afs-72267	153	8	advocate	advocate	VERB
afs-72267	153	9	a	a	DET
afs-72267	153	10	view	view	NOUN
afs-72267	153	11	that	that	SCONJ
afs-72267	153	12	science	science	NOUN
afs-72267	153	13	should	should	AUX
afs-72267	153	14	be	be	AUX
afs-72267	153	15	seen	see	VERB
afs-72267	153	16	as	as	ADP
afs-72267	153	17	a	a	DET
afs-72267	153	18	sequence	sequence	NOUN
afs-72267	153	19	of	of	ADP
afs-72267	153	20	paradigms	paradigm	NOUN
afs-72267	153	21	replacing	replace	VERB
afs-72267	153	22	each	each	DET
afs-72267	153	23	other	other	ADJ
afs-72267	153	24	probably	probably	ADV
afs-72267	153	25	consider	consider	VERB
afs-72267	153	26	all	all	DET
afs-72267	153	27	knowledge	knowledge	NOUN
afs-72267	153	28	to	to	PART
afs-72267	153	29	be	be	AUX
afs-72267	153	30	perishable	perishable	ADJ
afs-72267	153	31	even	even	ADV
afs-72267	153	32	with	with	ADP
afs-72267	153	33	respect	respect	NOUN
afs-72267	153	34	to	to	ADP
afs-72267	153	35	its	its	PRON
afs-72267	153	36	practical	practical	ADJ
afs-72267	153	37	utilization	utilization	NOUN
afs-72267	153	38	.	.	PUNCT
afs-72267	154	1	even	even	ADV
afs-72267	154	2	though	though	SCONJ
afs-72267	154	3	kuhn	kuhn	PROPN
afs-72267	154	4	thought	think	VERB
afs-72267	154	5	of	of	ADP
afs-72267	154	6	rather	rather	ADV
afs-72267	154	7	long	long	ADJ
afs-72267	154	8	periods	period	NOUN
afs-72267	154	9	,	,	PUNCT
afs-72267	154	10	later	later	ADJ
afs-72267	154	11	philosophers	philosopher	NOUN
afs-72267	154	12	of	of	ADP
afs-72267	154	13	science	science	NOUN
afs-72267	154	14	e.g.	e.g.	ADV
afs-72267	154	15	lakatos	lakato	NOUN
afs-72267	154	16	have	have	AUX
afs-72267	154	17	used	use	VERB
afs-72267	154	18	his	his	PRON
afs-72267	154	19	concept	concept	NOUN
afs-72267	154	20	in	in	ADP
afs-72267	154	21	the	the	DET
afs-72267	154	22	context	context	NOUN
afs-72267	154	23	of	of	ADP
afs-72267	154	24	shorter	short	ADJ
afs-72267	154	25	intervals	interval	NOUN
afs-72267	154	26	.	.	PUNCT
afs-72267	155	1	in	in	ADP
afs-72267	155	2	principle	principle	NOUN
afs-72267	155	3	this	this	DET
afs-72267	155	4	distinction	distinction	NOUN
afs-72267	155	5	is	be	AUX
afs-72267	155	6	important	important	ADJ
afs-72267	155	7	,	,	PUNCT
afs-72267	155	8	since	since	SCONJ
afs-72267	155	9	the	the	DET
afs-72267	155	10	decision	decision	NOUN
afs-72267	155	11	whether	whether	SCONJ
afs-72267	155	12	the	the	DET
afs-72267	155	13	benefits	benefit	NOUN
afs-72267	155	14	of	of	ADP
afs-72267	155	15	research	research	NOUN
afs-72267	155	16	are	be	AUX
afs-72267	155	17	cumulative	cumulative	ADJ
afs-72267	155	18	(	(	PUNCT
afs-72267	155	19	lasting	last	VERB
afs-72267	155	20	forever	forever	ADV
afs-72267	155	21	)	)	PUNCT
afs-72267	155	22	or	or	CCONJ
afs-72267	155	23	concern	concern	NOUN
afs-72267	155	24	only	only	ADV
afs-72267	155	25	a	a	DET
afs-72267	155	26	few	few	ADJ
afs-72267	155	27	decades	decade	NOUN
afs-72267	155	28	might	might	AUX
afs-72267	155	29	affect	affect	VERB
afs-72267	155	30	the	the	DET
afs-72267	155	31	estimated	estimate	VERB
afs-72267	155	32	rate	rate	NOUN
afs-72267	155	33	of	of	ADP
afs-72267	155	34	return	return	NOUN
afs-72267	155	35	.	.	PUNCT
afs-72267	156	1	varying	vary	VERB
afs-72267	156	2	opinions	opinion	NOUN
afs-72267	156	3	about	about	ADP
afs-72267	156	4	how	how	SCONJ
afs-72267	156	5	the	the	DET
afs-72267	156	6	benefits	benefit	NOUN
afs-72267	156	7	of	of	ADP
afs-72267	156	8	research	research	NOUN
afs-72267	156	9	should	should	AUX
afs-72267	156	10	be	be	AUX
afs-72267	156	11	depreciated	depreciate	VERB
afs-72267	156	12	fig	fig	NOUN
afs-72267	156	13	i.	i.	NOUN
afs-72267	156	14	the	the	DET
afs-72267	156	15	timing	timing	NOUN
afs-72267	156	16	of	of	ADP
afs-72267	156	17	research	research	NOUN
afs-72267	156	18	benefits	benefit	NOUN
afs-72267	156	19	(	(	PUNCT
afs-72267	156	20	evenson	evenson	NOUN
afs-72267	156	21	1977	1977	NUM
afs-72267	156	22	)	)	PUNCT
afs-72267	156	23	.	.	PUNCT
afs-72267	157	1	260	260	NUM
afs-72267	157	2	are	be	AUX
afs-72267	157	3	associated	associate	VERB
afs-72267	157	4	with	with	ADP
afs-72267	157	5	a	a	DET
afs-72267	157	6	more	more	ADV
afs-72267	157	7	general	general	ADJ
afs-72267	157	8	philosophical	philosophical	ADJ
afs-72267	157	9	discussion	discussion	NOUN
afs-72267	157	10	.	.	PUNCT
afs-72267	158	1	7	7	X
afs-72267	158	2	.	.	X
afs-72267	158	3	in	in	ADP
afs-72267	158	4	recent	recent	ADJ
afs-72267	158	5	years	year	NOUN
afs-72267	158	6	administrators	administrator	NOUN
afs-72267	158	7	have	have	AUX
afs-72267	158	8	become	become	VERB
afs-72267	158	9	engaged	engaged	ADJ
afs-72267	158	10	in	in	ADP
afs-72267	158	11	the	the	DET
afs-72267	158	12	evaluation	evaluation	NOUN
afs-72267	158	13	of	of	ADP
afs-72267	158	14	research	research	NOUN
afs-72267	158	15	.	.	PUNCT
afs-72267	159	1	the	the	DET
afs-72267	159	2	returns	return	NOUN
afs-72267	159	3	of	of	ADP
afs-72267	159	4	agricultural	agricultural	ADJ
afs-72267	159	5	research	research	NOUN
afs-72267	159	6	can	can	AUX
afs-72267	159	7	be	be	AUX
afs-72267	159	8	understod	understod	ADJ
afs-72267	159	9	as	as	ADP
afs-72267	159	10	one	one	NUM
afs-72267	159	11	of	of	ADP
afs-72267	159	12	many	many	ADJ
afs-72267	159	13	criteria	criterion	NOUN
afs-72267	159	14	by	by	ADP
afs-72267	159	15	which	which	PRON
afs-72267	159	16	the	the	DET
afs-72267	159	17	quality	quality	NOUN
afs-72267	159	18	of	of	ADP
afs-72267	159	19	research	research	NOUN
afs-72267	159	20	is	be	AUX
afs-72267	159	21	assessed	assess	VERB
afs-72267	159	22	.	.	PUNCT
afs-72267	160	1	research	research	NOUN
afs-72267	160	2	certainly	certainly	ADV
afs-72267	160	3	can	can	AUX
afs-72267	160	4	be	be	AUX
afs-72267	160	5	justified	justify	VERB
afs-72267	160	6	on	on	ADP
afs-72267	160	7	grounds	ground	NOUN
afs-72267	160	8	other	other	ADJ
afs-72267	160	9	than	than	ADP
afs-72267	160	10	purely	purely	ADV
afs-72267	160	11	economic	economic	ADJ
afs-72267	160	12	ones	one	NOUN
afs-72267	160	13	(	(	PUNCT
afs-72267	160	14	environmental	environmental	ADJ
afs-72267	160	15	,	,	PUNCT
afs-72267	160	16	sociopolitical	sociopolitical	ADJ
afs-72267	160	17	,	,	PUNCT
afs-72267	160	18	or	or	CCONJ
afs-72267	160	19	quality	quality	NOUN
afs-72267	160	20	aspects	aspect	NOUN
afs-72267	160	21	)	)	PUNCT
afs-72267	160	22	.	.	PUNCT
afs-72267	161	1	this	this	PRON
afs-72267	161	2	does	do	AUX
afs-72267	161	3	not	not	PART
afs-72267	161	4	,	,	PUNCT
afs-72267	161	5	however	however	ADV
afs-72267	161	6	,	,	PUNCT
afs-72267	161	7	decrease	decrease	VERB
afs-72267	161	8	the	the	DET
afs-72267	161	9	importance	importance	NOUN
afs-72267	161	10	of	of	ADP
afs-72267	161	11	the	the	DET
afs-72267	161	12	social	social	ADJ
afs-72267	161	13	rate	rate	NOUN
afs-72267	161	14	of	of	ADP
afs-72267	161	15	return	return	NOUN
afs-72267	161	16	.	.	PUNCT
afs-72267	162	1	these	these	PRON
afs-72267	162	2	are	be	AUX
afs-72267	162	3	some	some	DET
afs-72267	162	4	resons	reson	NOUN
afs-72267	162	5	for	for	ADP
afs-72267	162	6	evaluating	evaluate	VERB
afs-72267	162	7	the	the	DET
afs-72267	162	8	returns	return	NOUN
afs-72267	162	9	to	to	ADP
afs-72267	162	10	investment	investment	NOUN
afs-72267	162	11	in	in	ADP
afs-72267	162	12	agricultural	agricultural	ADJ
afs-72267	162	13	research	research	NOUN
afs-72267	162	14	.	.	PUNCT
afs-72267	163	1	it	it	PRON
afs-72267	163	2	is	be	AUX
afs-72267	163	3	,	,	PUNCT
afs-72267	163	4	however	however	ADV
afs-72267	163	5	,	,	PUNCT
afs-72267	163	6	important	important	ADJ
afs-72267	163	7	to	to	PART
afs-72267	163	8	keep	keep	VERB
afs-72267	163	9	some	some	DET
afs-72267	163	10	central	central	ADJ
afs-72267	163	11	circumstances	circumstance	NOUN
afs-72267	163	12	in	in	ADP
afs-72267	163	13	mind	mind	NOUN
afs-72267	163	14	.	.	PUNCT
afs-72267	164	1	first	first	ADV
afs-72267	164	2	:	:	PUNCT
afs-72267	164	3	the	the	DET
afs-72267	164	4	end	end	NOUN
afs-72267	164	5	results	result	NOUN
afs-72267	164	6	are	be	AUX
afs-72267	164	7	essentially	essentially	ADV
afs-72267	164	8	affected	affect	VERB
afs-72267	164	9	by	by	ADP
afs-72267	164	10	what	what	PRON
afs-72267	164	11	is	be	AUX
afs-72267	164	12	included	include	VERB
afs-72267	164	13	in	in	ADP
afs-72267	164	14	the	the	DET
afs-72267	164	15	research	research	NOUN
afs-72267	164	16	costs	cost	NOUN
afs-72267	164	17	,	,	PUNCT
afs-72267	164	18	and	and	CCONJ
afs-72267	164	19	what	what	PRON
afs-72267	164	20	is	be	AUX
afs-72267	164	21	not	not	PART
afs-72267	164	22	.	.	PUNCT
afs-72267	165	1	according	accord	VERB
afs-72267	165	2	to	to	ADP
afs-72267	165	3	zentner	zentner	NOUN
afs-72267	165	4	and	and	CCONJ
afs-72267	165	5	peterson	peterson	PROPN
afs-72267	165	6	(	(	PUNCT
afs-72267	165	7	1984	1984	NUM
afs-72267	165	8	)	)	PUNCT
afs-72267	165	9	,	,	PUNCT
afs-72267	165	10	this	this	DET
afs-72267	165	11	question	question	NOUN
afs-72267	165	12	is	be	AUX
afs-72267	165	13	difficult	difficult	ADJ
afs-72267	165	14	to	to	PART
afs-72267	165	15	answer	answer	VERB
afs-72267	165	16	.	.	PUNCT
afs-72267	166	1	most	most	ADJ
afs-72267	166	2	studies	study	NOUN
afs-72267	166	3	have	have	AUX
afs-72267	166	4	included	include	VERB
afs-72267	166	5	costs	cost	NOUN
afs-72267	166	6	for	for	ADP
afs-72267	166	7	extension	extension	NOUN
afs-72267	166	8	too	too	ADV
afs-72267	166	9	;	;	PUNCT
afs-72267	166	10	thus	thus	ADV
afs-72267	166	11	investment	investment	NOUN
afs-72267	166	12	in	in	ADP
afs-72267	166	13	research	research	NOUN
afs-72267	166	14	is	be	AUX
afs-72267	166	15	also	also	ADV
afs-72267	166	16	covering	cover	VERB
afs-72267	166	17	the	the	DET
afs-72267	166	18	public	public	ADJ
afs-72267	166	19	expenditure	expenditure	NOUN
afs-72267	166	20	for	for	ADP
afs-72267	166	21	extension	extension	NOUN
afs-72267	166	22	.	.	PUNCT
afs-72267	167	1	in	in	ADP
afs-72267	167	2	this	this	DET
afs-72267	167	3	study	study	NOUN
afs-72267	167	4	,	,	PUNCT
afs-72267	167	5	all	all	DET
afs-72267	167	6	funds	fund	NOUN
afs-72267	167	7	for	for	ADP
afs-72267	167	8	universitylevel	universitylevel	ADJ
afs-72267	167	9	agricultural	agricultural	ADJ
afs-72267	167	10	education	education	NOUN
afs-72267	167	11	have	have	AUX
afs-72267	167	12	also	also	ADV
afs-72267	167	13	been	be	AUX
afs-72267	167	14	included	include	VERB
afs-72267	167	15	.	.	PUNCT
afs-72267	168	1	the	the	DET
afs-72267	168	2	estimation	estimation	NOUN
afs-72267	168	3	is	be	AUX
afs-72267	168	4	thus	thus	ADV
afs-72267	168	5	a	a	DET
afs-72267	168	6	calculation	calculation	NOUN
afs-72267	168	7	of	of	ADP
afs-72267	168	8	the	the	DET
afs-72267	168	9	profitability	profitability	NOUN
afs-72267	168	10	of	of	ADP
afs-72267	168	11	research	research	NOUN
afs-72267	168	12	,	,	PUNCT
afs-72267	168	13	where	where	SCONJ
afs-72267	168	14	the	the	DET
afs-72267	168	15	costs	cost	NOUN
afs-72267	168	16	of	of	ADP
afs-72267	168	17	extension	extension	NOUN
afs-72267	168	18	and	and	CCONJ
afs-72267	168	19	university	university	NOUN
afs-72267	168	20	education	education	NOUN
afs-72267	168	21	are	be	AUX
afs-72267	168	22	credited	credit	VERB
afs-72267	168	23	on	on	ADP
afs-72267	168	24	the	the	DET
afs-72267	168	25	cost	cost	NOUN
afs-72267	168	26	side	side	NOUN
afs-72267	168	27	,	,	PUNCT
afs-72267	168	28	a	a	DET
afs-72267	168	29	procedure	procedure	NOUN
afs-72267	168	30	which	which	PRON
afs-72267	168	31	may	may	AUX
afs-72267	168	32	overestimate	overestimate	VERB
afs-72267	168	33	the	the	DET
afs-72267	168	34	cost	cost	NOUN
afs-72267	168	35	component	component	NOUN
afs-72267	168	36	.	.	PUNCT
afs-72267	169	1	second	second	ADJ
afs-72267	169	2	:	:	PUNCT
afs-72267	169	3	an	an	DET
afs-72267	169	4	important	important	ADJ
afs-72267	169	5	part	part	NOUN
afs-72267	169	6	of	of	ADP
afs-72267	169	7	all	all	DET
afs-72267	169	8	research	research	NOUN
afs-72267	169	9	takes	take	VERB
afs-72267	169	10	place	place	NOUN
afs-72267	169	11	in	in	ADP
afs-72267	169	12	the	the	DET
afs-72267	169	13	private	private	ADJ
afs-72267	169	14	sector	sector	NOUN
afs-72267	169	15	.	.	PUNCT
afs-72267	170	1	farmers	farmer	NOUN
afs-72267	170	2	,	,	PUNCT
afs-72267	170	3	however	however	ADV
afs-72267	170	4	,	,	PUNCT
afs-72267	170	5	pay	pay	VERB
afs-72267	170	6	for	for	ADP
afs-72267	170	7	this	this	DET
afs-72267	170	8	research	research	NOUN
afs-72267	170	9	as	as	SCONJ
afs-72267	170	10	its	its	PRON
afs-72267	170	11	costs	cost	NOUN
afs-72267	170	12	are	be	AUX
afs-72267	170	13	included	include	VERB
afs-72267	170	14	in	in	ADP
afs-72267	170	15	the	the	DET
afs-72267	170	16	prices	price	NOUN
afs-72267	170	17	of	of	ADP
afs-72267	170	18	agricultural	agricultural	ADJ
afs-72267	170	19	inputs	input	NOUN
afs-72267	170	20	.	.	PUNCT
afs-72267	171	1	for	for	ADP
afs-72267	171	2	this	this	DET
afs-72267	171	3	reason	reason	NOUN
afs-72267	171	4	it	it	PRON
afs-72267	171	5	may	may	AUX
afs-72267	171	6	be	be	AUX
afs-72267	171	7	unnecessary	unnecessary	ADJ
afs-72267	171	8	to	to	PART
afs-72267	171	9	include	include	VERB
afs-72267	171	10	research	research	NOUN
afs-72267	171	11	done	do	VERB
afs-72267	171	12	in	in	ADP
afs-72267	171	13	the	the	DET
afs-72267	171	14	private	private	ADJ
afs-72267	171	15	sector	sector	NOUN
afs-72267	171	16	;	;	PUNCT
afs-72267	171	17	inclusion	inclusion	NOUN
afs-72267	171	18	or	or	CCONJ
afs-72267	171	19	exclusion	exclusion	NOUN
afs-72267	171	20	of	of	ADP
afs-72267	171	21	such	such	ADJ
afs-72267	171	22	research	research	NOUN
afs-72267	171	23	depends	depend	VERB
afs-72267	171	24	on	on	ADP
afs-72267	171	25	the	the	DET
afs-72267	171	26	study	study	NOUN
afs-72267	171	27	methods	method	NOUN
afs-72267	171	28	used	use	VERB
afs-72267	171	29	for	for	ADP
afs-72267	171	30	a	a	DET
afs-72267	171	31	particular	particular	ADJ
afs-72267	171	32	investigation	investigation	NOUN
afs-72267	171	33	.	.	PUNCT
afs-72267	172	1	third	third	ADV
afs-72267	172	2	:	:	PUNCT
afs-72267	172	3	it	it	PRON
afs-72267	172	4	should	should	AUX
afs-72267	172	5	be	be	AUX
afs-72267	172	6	kept	keep	VERB
afs-72267	172	7	in	in	ADP
afs-72267	172	8	mind	mind	NOUN
afs-72267	172	9	that	that	SCONJ
afs-72267	172	10	research	research	NOUN
afs-72267	172	11	spreads	spread	VERB
afs-72267	172	12	across	across	ADP
afs-72267	172	13	national	national	ADJ
afs-72267	172	14	borders	border	NOUN
afs-72267	172	15	;	;	PUNCT
afs-72267	172	16	the	the	DET
afs-72267	172	17	benefits	benefit	NOUN
afs-72267	172	18	of	of	ADP
afs-72267	172	19	research	research	NOUN
afs-72267	172	20	are	be	AUX
afs-72267	172	21	not	not	PART
afs-72267	172	22	confined	confine	VERB
afs-72267	172	23	to	to	ADP
afs-72267	172	24	the	the	DET
afs-72267	172	25	country	country	NOUN
afs-72267	172	26	of	of	ADP
afs-72267	172	27	origin	origin	NOUN
afs-72267	172	28	.	.	PUNCT
afs-72267	173	1	this	this	PRON
afs-72267	173	2	is	be	AUX
afs-72267	173	3	often	often	ADV
afs-72267	173	4	characterized	characterize	VERB
afs-72267	173	5	as	as	ADP
afs-72267	173	6	a	a	DET
afs-72267	173	7	“	"	PUNCT
afs-72267	173	8	spillover	spillover	ADJ
afs-72267	173	9	effect	effect	NOUN
afs-72267	173	10	”	"	PUNCT
afs-72267	173	11	.	.	PUNCT
afs-72267	174	1	changing	change	VERB
afs-72267	174	2	technology	technology	NOUN
afs-72267	174	3	is	be	AUX
afs-72267	174	4	seldom	seldom	ADV
afs-72267	174	5	completely	completely	ADV
afs-72267	174	6	specific	specific	ADJ
afs-72267	174	7	to	to	ADP
afs-72267	174	8	the	the	DET
afs-72267	174	9	country	country	NOUN
afs-72267	174	10	where	where	SCONJ
afs-72267	174	11	the	the	DET
afs-72267	174	12	research	research	NOUN
afs-72267	174	13	has	have	AUX
afs-72267	174	14	been	be	AUX
afs-72267	174	15	carried	carry	VERB
afs-72267	174	16	out	out	ADP
afs-72267	174	17	.	.	PUNCT
afs-72267	175	1	a	a	DET
afs-72267	175	2	central	central	ADJ
afs-72267	175	3	part	part	NOUN
afs-72267	175	4	of	of	ADP
afs-72267	175	5	research	research	NOUN
afs-72267	175	6	findings	finding	NOUN
afs-72267	175	7	is	be	AUX
afs-72267	175	8	also	also	ADV
afs-72267	175	9	imported	import	VERB
afs-72267	175	10	from	from	ADP
afs-72267	175	11	other	other	ADJ
afs-72267	175	12	countries	country	NOUN
afs-72267	175	13	.	.	PUNCT
afs-72267	176	1	it	it	PRON
afs-72267	176	2	is	be	AUX
afs-72267	176	3	,	,	PUNCT
afs-72267	176	4	however	however	ADV
afs-72267	176	5	,	,	PUNCT
afs-72267	176	6	very	very	ADV
afs-72267	176	7	difficult	difficult	ADJ
afs-72267	176	8	to	to	PART
afs-72267	176	9	distinguish	distinguish	VERB
afs-72267	176	10	between	between	ADP
afs-72267	176	11	the	the	DET
afs-72267	176	12	effects	effect	NOUN
afs-72267	176	13	of	of	ADP
afs-72267	176	14	imported	import	VERB
afs-72267	176	15	research	research	NOUN
afs-72267	176	16	findings	finding	NOUN
afs-72267	176	17	and	and	CCONJ
afs-72267	176	18	the	the	DET
afs-72267	176	19	effects	effect	NOUN
afs-72267	176	20	of	of	ADP
afs-72267	176	21	domestic	domestic	ADJ
afs-72267	176	22	research	research	NOUN
afs-72267	176	23	on	on	ADP
afs-72267	176	24	agricultural	agricultural	ADJ
afs-72267	176	25	production	production	NOUN
afs-72267	176	26	.	.	PUNCT
afs-72267	177	1	one	one	PRON
afs-72267	177	2	can	can	AUX
afs-72267	177	3	only	only	ADV
afs-72267	177	4	assume	assume	VERB
afs-72267	177	5	that	that	SCONJ
afs-72267	177	6	borrowed	borrow	VERB
afs-72267	177	7	knowledge	knowledge	NOUN
afs-72267	177	8	plays	play	VERB
afs-72267	177	9	a	a	DET
afs-72267	177	10	greater	great	ADJ
afs-72267	177	11	role	role	NOUN
afs-72267	177	12	in	in	ADP
afs-72267	177	13	small	small	ADJ
afs-72267	177	14	countries	country	NOUN
afs-72267	177	15	than	than	ADP
afs-72267	177	16	in	in	ADP
afs-72267	177	17	large	large	ADJ
afs-72267	177	18	countries	country	NOUN
afs-72267	177	19	.	.	PUNCT
afs-72267	178	1	an	an	DET
afs-72267	178	2	interesting	interesting	ADJ
afs-72267	178	3	topic	topic	NOUN
afs-72267	178	4	for	for	ADP
afs-72267	178	5	investigation	investigation	NOUN
afs-72267	178	6	would	would	AUX
afs-72267	178	7	be	be	AUX
afs-72267	178	8	to	to	PART
afs-72267	178	9	distinguish	distinguish	VERB
afs-72267	178	10	imported	import	VERB
afs-72267	178	11	research	research	NOUN
afs-72267	178	12	from	from	ADP
afs-72267	178	13	domestic	domestic	ADJ
afs-72267	178	14	research	research	NOUN
afs-72267	178	15	.	.	PUNCT
afs-72267	179	1	fourth	fourth	ADJ
afs-72267	179	2	:	:	PUNCT
afs-72267	179	3	how	how	SCONJ
afs-72267	179	4	should	should	AUX
afs-72267	179	5	improved	improved	VERB
afs-72267	179	6	productivity	productivity	NOUN
afs-72267	179	7	be	be	AUX
afs-72267	179	8	accounted	account	VERB
afs-72267	179	9	for	for	ADP
afs-72267	179	10	when	when	SCONJ
afs-72267	179	11	it	it	PRON
afs-72267	179	12	leads	lead	VERB
afs-72267	179	13	to	to	ADP
afs-72267	179	14	a	a	DET
afs-72267	179	15	national	national	ADJ
afs-72267	179	16	surplus	surplus	NOUN
afs-72267	179	17	of	of	ADP
afs-72267	179	18	agricultural	agricultural	ADJ
afs-72267	179	19	products	product	NOUN
afs-72267	179	20	,	,	PUNCT
afs-72267	179	21	with	with	ADP
afs-72267	179	22	little	little	ADJ
afs-72267	179	23	prospects	prospect	NOUN
afs-72267	179	24	for	for	ADP
afs-72267	179	25	sales	sale	NOUN
afs-72267	179	26	?	?	PUNCT
afs-72267	180	1	is	be	AUX
afs-72267	180	2	it	it	PRON
afs-72267	180	3	realistic	realistic	ADJ
afs-72267	180	4	to	to	PART
afs-72267	180	5	assume	assume	VERB
afs-72267	180	6	that	that	SCONJ
afs-72267	180	7	all	all	DET
afs-72267	180	8	resources	resource	NOUN
afs-72267	180	9	find	find	VERB
afs-72267	180	10	alternative	alternative	ADJ
afs-72267	180	11	employment	employment	NOUN
afs-72267	180	12	at	at	ADP
afs-72267	180	13	zero	zero	NUM
afs-72267	180	14	cost	cost	NOUN
afs-72267	180	15	?	?	PUNCT
afs-72267	181	1	fifth	fifth	ADJ
afs-72267	181	2	;	;	PUNCT
afs-72267	181	3	schultz	schultz	PROPN
afs-72267	181	4	(	(	PUNCT
afs-72267	181	5	1956	1956	NUM
afs-72267	181	6	)	)	PUNCT
afs-72267	181	7	and	and	CCONJ
afs-72267	181	8	peterson	peterson	PROPN
afs-72267	181	9	(	(	PUNCT
afs-72267	181	10	1971	1971	NUM
afs-72267	181	11	)	)	PUNCT
afs-72267	181	12	point	point	VERB
afs-72267	181	13	out	out	ADP
afs-72267	181	14	that	that	SCONJ
afs-72267	181	15	research	research	NOUN
afs-72267	181	16	contains	contain	VERB
afs-72267	181	17	a	a	DET
afs-72267	181	18	stochastic	stochastic	ADJ
afs-72267	181	19	element	element	NOUN
afs-72267	181	20	and	and	CCONJ
afs-72267	181	21	can	can	AUX
afs-72267	181	22	be	be	AUX
afs-72267	181	23	compared	compare	VERB
afs-72267	181	24	to	to	ADP
afs-72267	181	25	drilling	drill	VERB
afs-72267	181	26	oil	oil	NOUN
afs-72267	181	27	,	,	PUNCT
afs-72267	181	28	when	when	SCONJ
afs-72267	181	29	most	most	ADJ
afs-72267	181	30	holes	hole	NOUN
afs-72267	181	31	turn	turn	VERB
afs-72267	181	32	out	out	ADP
afs-72267	181	33	to	to	PART
afs-72267	181	34	be	be	AUX
afs-72267	181	35	dry	dry	ADJ
afs-72267	181	36	.	.	PUNCT
afs-72267	182	1	perhaps	perhaps	ADV
afs-72267	182	2	one	one	NUM
afs-72267	182	3	out	out	ADP
afs-72267	182	4	of	of	ADP
afs-72267	182	5	ten	ten	NUM
afs-72267	182	6	holes	hole	NOUN
afs-72267	182	7	strikes	strike	VERB
afs-72267	182	8	oil	oil	NOUN
afs-72267	182	9	.	.	PUNCT
afs-72267	183	1	the	the	DET
afs-72267	183	2	value	value	NOUN
afs-72267	183	3	of	of	ADP
afs-72267	183	4	this	this	DET
afs-72267	183	5	tenth	tenth	ADJ
afs-72267	183	6	hole	hole	NOUN
afs-72267	183	7	,	,	PUNCT
afs-72267	183	8	however	however	ADV
afs-72267	183	9	,	,	PUNCT
afs-72267	183	10	makes	make	VERB
afs-72267	183	11	up	up	ADP
afs-72267	183	12	for	for	ADP
afs-72267	183	13	the	the	DET
afs-72267	183	14	nine	nine	NUM
afs-72267	183	15	earlier	early	ADJ
afs-72267	183	16	trials	trial	NOUN
afs-72267	183	17	that	that	PRON
afs-72267	183	18	were	be	AUX
afs-72267	183	19	fruitless	fruitless	ADJ
afs-72267	183	20	.	.	PUNCT
afs-72267	184	1	there	there	PRON
afs-72267	184	2	is	be	VERB
afs-72267	184	3	a	a	DET
afs-72267	184	4	major	major	ADJ
afs-72267	184	5	gap	gap	NOUN
afs-72267	184	6	in	in	ADP
afs-72267	184	7	knowledge	knowledge	NOUN
afs-72267	184	8	about	about	ADP
afs-72267	184	9	the	the	DET
afs-72267	184	10	yield	yield	NOUN
afs-72267	184	11	of	of	ADP
afs-72267	184	12	finnish	finnish	ADJ
afs-72267	184	13	agricultural	agricultural	ADJ
afs-72267	184	14	research	research	NOUN
afs-72267	184	15	in	in	ADP
afs-72267	184	16	relation	relation	NOUN
afs-72267	184	17	to	to	ADP
afs-72267	184	18	its	its	PRON
afs-72267	184	19	costs	cost	NOUN
afs-72267	184	20	.	.	PUNCT
afs-72267	185	1	the	the	DET
afs-72267	185	2	purpose	purpose	NOUN
afs-72267	185	3	of	of	ADP
afs-72267	185	4	this	this	DET
afs-72267	185	5	study	study	NOUN
afs-72267	185	6	is	be	AUX
afs-72267	185	7	to	to	PART
afs-72267	185	8	fill	fill	VERB
afs-72267	185	9	that	that	DET
afs-72267	185	10	gap	gap	NOUN
afs-72267	185	11	by	by	ADP
afs-72267	185	12	seeking	seek	VERB
afs-72267	185	13	an	an	DET
afs-72267	185	14	answer	answer	NOUN
afs-72267	185	15	to	to	ADP
afs-72267	185	16	the	the	DET
afs-72267	185	17	following	following	ADJ
afs-72267	185	18	question	question	NOUN
afs-72267	185	19	;	;	PUNCT
afs-72267	185	20	what	what	PRON
afs-72267	185	21	has	have	AUX
afs-72267	185	22	been	be	AUX
afs-72267	185	23	the	the	DET
afs-72267	185	24	value	value	NOUN
afs-72267	185	25	marginal	marginal	ADJ
afs-72267	185	26	product	product	NOUN
afs-72267	185	27	(	(	PUNCT
afs-72267	185	28	marginal	marginal	ADJ
afs-72267	185	29	rate	rate	NOUN
afs-72267	185	30	of	of	ADP
afs-72267	185	31	return	return	NOUN
afs-72267	185	32	)	)	PUNCT
afs-72267	185	33	as	as	ADV
afs-72267	185	34	well	well	ADV
afs-72267	185	35	as	as	ADP
afs-72267	185	36	the	the	DET
afs-72267	185	37	marginal	marginal	ADJ
afs-72267	185	38	internal	internal	ADJ
afs-72267	185	39	rate	rate	NOUN
afs-72267	185	40	of	of	ADP
afs-72267	185	41	return	return	NOUN
afs-72267	185	42	for	for	ADP
afs-72267	185	43	public	public	ADJ
afs-72267	185	44	expenditure	expenditure	NOUN
afs-72267	185	45	on	on	ADP
afs-72267	185	46	agricultural	agricultural	ADJ
afs-72267	185	47	research	research	NOUN
afs-72267	185	48	and	and	CCONJ
afs-72267	185	49	for	for	ADP
afs-72267	185	50	total	total	ADJ
afs-72267	185	51	public	public	ADJ
afs-72267	185	52	and	and	CCONJ
afs-72267	185	53	private	private	ADJ
afs-72267	185	54	expenditures	expenditure	NOUN
afs-72267	185	55	on	on	ADP
afs-72267	185	56	agricultural	agricultural	ADJ
afs-72267	185	57	research	research	NOUN
afs-72267	185	58	1950—1984	1950—1984	PROPN
afs-72267	185	59	?	?	PUNCT
afs-72267	186	1	the	the	DET
afs-72267	186	2	study	study	NOUN
afs-72267	186	3	concentrates	concentrate	VERB
afs-72267	186	4	mainly	mainly	ADV
afs-72267	186	5	on	on	ADP
afs-72267	186	6	public	public	ADJ
afs-72267	186	7	research	research	NOUN
afs-72267	186	8	,	,	PUNCT
afs-72267	186	9	which	which	PRON
afs-72267	186	10	includes	include	VERB
afs-72267	186	11	university	university	NOUN
afs-72267	186	12	education	education	NOUN
afs-72267	186	13	,	,	PUNCT
afs-72267	186	14	but	but	CCONJ
afs-72267	186	15	also	also	ADV
afs-72267	186	16	takes	take	VERB
afs-72267	186	17	into	into	ADP
afs-72267	186	18	account	account	NOUN
afs-72267	186	19	the	the	DET
afs-72267	186	20	private	private	ADJ
afs-72267	186	21	research	research	NOUN
afs-72267	186	22	even	even	ADV
afs-72267	186	23	though	though	SCONJ
afs-72267	186	24	farmers	farmer	NOUN
afs-72267	186	25	pay	pay	VERB
afs-72267	186	26	for	for	ADP
afs-72267	186	27	the	the	DET
afs-72267	186	28	research	research	NOUN
afs-72267	186	29	done	do	VERB
afs-72267	186	30	in	in	ADP
afs-72267	186	31	the	the	DET
afs-72267	186	32	private	private	ADJ
afs-72267	186	33	sector	sector	NOUN
afs-72267	186	34	.	.	PUNCT
afs-72267	187	1	the	the	DET
afs-72267	187	2	empirical	empirical	ADJ
afs-72267	187	3	study	study	NOUN
afs-72267	187	4	is	be	AUX
afs-72267	187	5	based	base	VERB
afs-72267	187	6	on	on	ADP
afs-72267	187	7	production	production	NOUN
afs-72267	187	8	functions	function	NOUN
afs-72267	187	9	where	where	SCONJ
afs-72267	187	10	a	a	DET
afs-72267	187	11	specific	specific	ADJ
afs-72267	187	12	research	research	NOUN
afs-72267	187	13	variable	variable	NOUN
afs-72267	187	14	forms	form	VERB
afs-72267	187	15	the	the	DET
afs-72267	187	16	core	core	NOUN
afs-72267	187	17	of	of	ADP
afs-72267	187	18	analysis	analysis	NOUN
afs-72267	187	19	.	.	PUNCT
afs-72267	188	1	the	the	DET
afs-72267	188	2	estimates	estimate	NOUN
afs-72267	188	3	of	of	ADP
afs-72267	188	4	regression	regression	NOUN
afs-72267	188	5	coefficients	coefficient	NOUN
afs-72267	188	6	are	be	AUX
afs-72267	188	7	derived	derive	VERB
afs-72267	188	8	through	through	ADP
afs-72267	188	9	regression	regression	NOUN
afs-72267	188	10	analysis	analysis	NOUN
afs-72267	188	11	.	.	PUNCT
afs-72267	189	1	two	two	NUM
afs-72267	189	2	different	different	ADJ
afs-72267	189	3	measures	measure	NOUN
afs-72267	189	4	are	be	AUX
afs-72267	189	5	used	use	VERB
afs-72267	189	6	to	to	PART
afs-72267	189	7	approximate	approximate	VERB
afs-72267	189	8	the	the	DET
afs-72267	189	9	research	research	NOUN
afs-72267	189	10	input	input	NOUN
afs-72267	189	11	.	.	PUNCT
afs-72267	190	1	the	the	DET
afs-72267	190	2	first	first	ADJ
afs-72267	190	3	is	be	AUX
afs-72267	190	4	the	the	DET
afs-72267	190	5	conventional	conventional	ADJ
afs-72267	190	6	measure	measure	NOUN
afs-72267	190	7	of	of	ADP
afs-72267	190	8	research	research	NOUN
afs-72267	190	9	flow	flow	NOUN
afs-72267	190	10	,	,	PUNCT
afs-72267	190	11	comprising	comprise	VERB
afs-72267	190	12	the	the	DET
afs-72267	190	13	flow	flow	NOUN
afs-72267	190	14	of	of	ADP
afs-72267	190	15	annual	annual	ADJ
afs-72267	190	16	funds	fund	NOUN
afs-72267	190	17	to	to	AUX
afs-72267	190	18	research	research	NOUN
afs-72267	190	19	.	.	PUNCT
afs-72267	191	1	the	the	DET
afs-72267	191	2	second	second	NOUN
afs-72267	191	3	is	be	AUX
afs-72267	191	4	a	a	DET
afs-72267	191	5	stock	stock	NOUN
afs-72267	191	6	measure	measure	NOUN
afs-72267	191	7	of	of	ADP
afs-72267	191	8	the	the	DET
afs-72267	191	9	accumulated	accumulate	VERB
afs-72267	191	10	research	research	NOUN
afs-72267	191	11	capital	capital	NOUN
afs-72267	191	12	.	.	PUNCT
afs-72267	192	1	the	the	DET
afs-72267	192	2	stock	stock	NOUN
afs-72267	192	3	of	of	ADP
afs-72267	192	4	research	research	NOUN
afs-72267	192	5	capital	capital	NOUN
afs-72267	192	6	has	have	AUX
afs-72267	192	7	not	not	PART
afs-72267	192	8	been	be	AUX
afs-72267	192	9	widely	widely	ADV
afs-72267	192	10	261	261	NUM
afs-72267	192	11	used	use	VERB
afs-72267	192	12	in	in	ADP
afs-72267	192	13	earlier	early	ADJ
afs-72267	192	14	empirical	empirical	ADJ
afs-72267	192	15	analyses	analysis	NOUN
afs-72267	192	16	of	of	ADP
afs-72267	192	17	returns	return	NOUN
afs-72267	192	18	to	to	ADP
afs-72267	192	19	agricultural	agricultural	ADJ
afs-72267	192	20	research	research	NOUN
afs-72267	192	21	.	.	PUNCT
afs-72267	193	1	theoretical	theoretical	ADJ
afs-72267	193	2	discussion	discussion	NOUN
afs-72267	193	3	of	of	ADP
afs-72267	193	4	the	the	DET
afs-72267	193	5	methods	method	NOUN
afs-72267	193	6	that	that	PRON
afs-72267	193	7	can	can	AUX
afs-72267	193	8	be	be	AUX
afs-72267	193	9	used	use	VERB
afs-72267	193	10	to	to	PART
afs-72267	193	11	estimate	estimate	VERB
afs-72267	193	12	economic	economic	ADJ
afs-72267	193	13	benefits	benefit	NOUN
afs-72267	193	14	,	,	PUNCT
afs-72267	193	15	earlier	early	ADJ
afs-72267	193	16	studies	study	NOUN
afs-72267	193	17	and	and	CCONJ
afs-72267	193	18	the	the	DET
afs-72267	193	19	criticism	criticism	NOUN
afs-72267	193	20	of	of	ADP
afs-72267	193	21	these	these	PRON
afs-72267	193	22	are	be	AUX
afs-72267	193	23	reviewed	review	VERB
afs-72267	193	24	in	in	ADP
afs-72267	193	25	chapter	chapter	NOUN
afs-72267	193	26	2	2	NUM
afs-72267	193	27	.	.	PUNCT
afs-72267	194	1	furthermore	furthermore	ADV
afs-72267	194	2	,	,	PUNCT
afs-72267	194	3	productivity	productivity	NOUN
afs-72267	194	4	can	can	AUX
afs-72267	194	5	increase	increase	VERB
afs-72267	194	6	because	because	SCONJ
afs-72267	194	7	of	of	ADP
afs-72267	194	8	factors	factor	NOUN
afs-72267	194	9	other	other	ADJ
afs-72267	194	10	than	than	ADP
afs-72267	194	11	research	research	NOUN
afs-72267	194	12	.	.	PUNCT
afs-72267	195	1	these	these	DET
afs-72267	195	2	issues	issue	NOUN
afs-72267	195	3	as	as	ADV
afs-72267	195	4	well	well	ADV
afs-72267	195	5	as	as	ADP
afs-72267	195	6	the	the	DET
afs-72267	195	7	specification	specification	NOUN
afs-72267	195	8	of	of	ADP
afs-72267	195	9	a	a	DET
afs-72267	195	10	model	model	NOUN
afs-72267	195	11	for	for	ADP
afs-72267	195	12	estimating	estimate	VERB
afs-72267	195	13	thereturns	thereturn	NOUN
afs-72267	195	14	to	to	ADP
afs-72267	195	15	research	research	NOUN
afs-72267	195	16	are	be	AUX
afs-72267	195	17	presented	present	VERB
afs-72267	195	18	in	in	ADP
afs-72267	195	19	chapter	chapter	NOUN
afs-72267	195	20	3	3	NUM
afs-72267	195	21	.	.	PUNCT
afs-72267	196	1	the	the	DET
afs-72267	196	2	data	data	NOUN
afs-72267	196	3	is	be	AUX
afs-72267	196	4	explained	explain	VERB
afs-72267	196	5	in	in	ADP
afs-72267	196	6	chapter	chapter	NOUN
afs-72267	196	7	4	4	NUM
afs-72267	196	8	,	,	PUNCT
afs-72267	196	9	and	and	CCONJ
afs-72267	196	10	the	the	DET
afs-72267	196	11	results	result	NOUN
afs-72267	196	12	of	of	ADP
afs-72267	196	13	the	the	DET
afs-72267	196	14	estimations	estimation	NOUN
afs-72267	196	15	are	be	AUX
afs-72267	196	16	reported	report	VERB
afs-72267	196	17	in	in	ADP
afs-72267	196	18	chapter	chapter	NOUN
afs-72267	196	19	5	5	NUM
afs-72267	196	20	.	.	PUNCT
afs-72267	197	1	in	in	ADP
afs-72267	197	2	chapter	chapter	NOUN
afs-72267	197	3	6	6	NUM
afs-72267	197	4	a	a	DET
afs-72267	197	5	value	value	NOUN
afs-72267	197	6	marginal	marginal	ADJ
afs-72267	197	7	product	product	NOUN
afs-72267	197	8	and	and	CCONJ
afs-72267	197	9	a	a	DET
afs-72267	197	10	marginal	marginal	ADJ
afs-72267	197	11	internal	internal	ADJ
afs-72267	197	12	rate	rate	NOUN
afs-72267	197	13	of	of	ADP
afs-72267	197	14	return	return	NOUN
afs-72267	197	15	for	for	ADP
afs-72267	197	16	the	the	DET
afs-72267	197	17	period	period	NOUN
afs-72267	197	18	studied	study	VERB
afs-72267	197	19	are	be	AUX
afs-72267	197	20	calculated	calculate	VERB
afs-72267	197	21	,	,	PUNCT
afs-72267	197	22	whereas	whereas	SCONJ
afs-72267	197	23	conclusions	conclusion	NOUN
afs-72267	197	24	are	be	AUX
afs-72267	197	25	summarized	summarize	VERB
afs-72267	197	26	in	in	ADP
afs-72267	197	27	chapter	chapter	NOUN
afs-72267	197	28	7	7	NUM
afs-72267	197	29	.	.	PUNCT
afs-72267	197	30	262	262	NUM
afs-72267	197	31	2	2	NUM
afs-72267	197	32	.	.	PUNCT
afs-72267	198	1	methods	method	NOUN
afs-72267	198	2	of	of	ADP
afs-72267	198	3	estimating	estimate	VERB
afs-72267	198	4	the	the	DET
afs-72267	198	5	economic	economic	ADJ
afs-72267	198	6	returns	return	NOUN
afs-72267	198	7	to	to	PART
afs-72267	198	8	research	research	VERB
afs-72267	198	9	the	the	DET
afs-72267	198	10	methods	method	NOUN
afs-72267	198	11	used	use	VERB
afs-72267	198	12	for	for	ADP
afs-72267	198	13	evaluating	evaluate	VERB
afs-72267	198	14	the	the	DET
afs-72267	198	15	returns	return	NOUN
afs-72267	198	16	to	to	ADP
afs-72267	198	17	research	research	NOUN
afs-72267	198	18	can	can	AUX
afs-72267	198	19	be	be	AUX
afs-72267	198	20	divided	divide	VERB
afs-72267	198	21	roughly	roughly	ADV
afs-72267	198	22	into	into	ADP
afs-72267	198	23	two	two	NUM
afs-72267	198	24	groups	group	NOUN
afs-72267	198	25	.	.	PUNCT
afs-72267	199	1	the	the	DET
afs-72267	199	2	first	first	ADJ
afs-72267	199	3	approach	approach	NOUN
afs-72267	199	4	consists	consist	VERB
afs-72267	199	5	of	of	ADP
afs-72267	199	6	estimating	estimate	VERB
afs-72267	199	7	a	a	DET
afs-72267	199	8	production	production	NOUN
afs-72267	199	9	function	function	NOUN
afs-72267	199	10	,	,	PUNCT
afs-72267	199	11	in	in	ADP
afs-72267	199	12	which	which	PRON
afs-72267	199	13	a	a	DET
afs-72267	199	14	variable	variable	NOUN
afs-72267	199	15	for	for	ADP
afs-72267	199	16	research	research	NOUN
afs-72267	199	17	and	and	CCONJ
afs-72267	199	18	extension	extension	NOUN
afs-72267	199	19	is	be	AUX
afs-72267	199	20	included	include	VERB
afs-72267	199	21	.	.	PUNCT
afs-72267	200	1	in	in	ADP
afs-72267	200	2	the	the	DET
afs-72267	200	3	next	next	ADJ
afs-72267	200	4	stage	stage	NOUN
afs-72267	200	5	the	the	DET
afs-72267	200	6	contribution	contribution	NOUN
afs-72267	200	7	of	of	ADP
afs-72267	200	8	the	the	DET
afs-72267	200	9	research	research	NOUN
afs-72267	200	10	variable	variable	NOUN
afs-72267	200	11	to	to	ADP
afs-72267	200	12	production	production	NOUN
afs-72267	200	13	or	or	CCONJ
afs-72267	200	14	to	to	ADP
afs-72267	200	15	growth	growth	NOUN
afs-72267	200	16	in	in	ADP
afs-72267	200	17	productivity	productivity	NOUN
afs-72267	200	18	is	be	AUX
afs-72267	200	19	determined	determine	VERB
afs-72267	200	20	on	on	ADP
afs-72267	200	21	the	the	DET
afs-72267	200	22	basis	basis	NOUN
afs-72267	200	23	of	of	ADP
afs-72267	200	24	the	the	DET
afs-72267	200	25	coefficients	coefficient	NOUN
afs-72267	200	26	.	.	PUNCT
afs-72267	201	1	normally	normally	ADV
afs-72267	201	2	the	the	DET
afs-72267	201	3	marginal	marginal	ADJ
afs-72267	201	4	rate	rate	NOUN
afs-72267	201	5	of	of	ADP
afs-72267	201	6	return	return	NOUN
afs-72267	201	7	serves	serve	VERB
afs-72267	201	8	as	as	ADP
afs-72267	201	9	a	a	DET
afs-72267	201	10	measure	measure	NOUN
afs-72267	201	11	of	of	ADP
afs-72267	201	12	profitability	profitability	NOUN
afs-72267	201	13	.	.	PUNCT
afs-72267	202	1	this	this	DET
afs-72267	202	2	group	group	NOUN
afs-72267	202	3	of	of	ADP
afs-72267	202	4	methods	method	NOUN
afs-72267	202	5	is	be	AUX
afs-72267	202	6	classified	classify	VERB
afs-72267	202	7	here	here	ADV
afs-72267	202	8	as	as	ADP
afs-72267	202	9	production	production	NOUN
afs-72267	202	10	function	function	NOUN
afs-72267	202	11	analysis	analysis	NOUN
afs-72267	202	12	.	.	PUNCT
afs-72267	203	1	sometimes	sometimes	ADV
afs-72267	203	2	these	these	DET
afs-72267	203	3	methods	method	NOUN
afs-72267	203	4	are	be	AUX
afs-72267	203	5	referred	refer	VERB
afs-72267	203	6	to	to	ADP
afs-72267	203	7	as	as	ADP
afs-72267	203	8	the	the	DET
afs-72267	203	9	regression	regression	NOUN
afs-72267	203	10	analysis	analysis	NOUN
afs-72267	203	11	approach	approach	NOUN
afs-72267	203	12	or	or	CCONJ
afs-72267	203	13	sources	source	NOUN
afs-72267	203	14	of	of	ADP
afs-72267	203	15	growth	growth	NOUN
afs-72267	203	16	methods	method	NOUN
afs-72267	203	17	.	.	PUNCT
afs-72267	204	1	the	the	DET
afs-72267	204	2	second	second	ADJ
afs-72267	204	3	basic	basic	ADJ
afs-72267	204	4	approach	approach	NOUN
afs-72267	204	5	makes	make	VERB
afs-72267	204	6	use	use	NOUN
afs-72267	204	7	of	of	ADP
afs-72267	204	8	either	either	PRON
afs-72267	204	9	welfare	welfare	NOUN
afs-72267	204	10	analysis	analysis	NOUN
afs-72267	204	11	or	or	CCONJ
afs-72267	204	12	cost	cost	NOUN
afs-72267	204	13	and	and	CCONJ
afs-72267	204	14	benefit	benefit	VERB
afs-72267	204	15	analysis	analysis	NOUN
afs-72267	204	16	.	.	PUNCT
afs-72267	205	1	an	an	DET
afs-72267	205	2	average	average	ADJ
afs-72267	205	3	rate	rate	NOUN
afs-72267	205	4	of	of	ADP
afs-72267	205	5	return	return	NOUN
afs-72267	205	6	is	be	AUX
afs-72267	205	7	usually	usually	ADV
afs-72267	205	8	calculated	calculate	VERB
afs-72267	205	9	and	and	CCONJ
afs-72267	205	10	generally	generally	ADV
afs-72267	205	11	refered	refer	VERB
afs-72267	205	12	to	to	ADP
afs-72267	205	13	as	as	ADP
afs-72267	205	14	the	the	DET
afs-72267	205	15	internal	internal	ADJ
afs-72267	205	16	or	or	CCONJ
afs-72267	205	17	social	social	ADJ
afs-72267	205	18	rate	rate	NOUN
afs-72267	205	19	of	of	ADP
afs-72267	205	20	return	return	NOUN
afs-72267	205	21	.	.	PUNCT
afs-72267	206	1	these	these	DET
afs-72267	206	2	methods	method	NOUN
afs-72267	206	3	are	be	AUX
afs-72267	206	4	said	say	VERB
afs-72267	206	5	here	here	ADV
afs-72267	206	6	to	to	PART
afs-72267	206	7	use	use	VERB
afs-72267	206	8	the	the	DET
afs-72267	206	9	welfare	welfare	NOUN
afs-72267	206	10	economics	economic	NOUN
afs-72267	206	11	approach	approach	NOUN
afs-72267	206	12	.	.	PUNCT
afs-72267	207	1	sometimes	sometimes	ADV
afs-72267	207	2	this	this	DET
afs-72267	207	3	group	group	NOUN
afs-72267	207	4	is	be	AUX
afs-72267	207	5	referred	refer	VERB
afs-72267	207	6	to	to	ADP
afs-72267	207	7	as	as	ADP
afs-72267	207	8	an	an	DET
afs-72267	207	9	index	index	NOUN
afs-72267	207	10	number	number	NOUN
afs-72267	207	11	or	or	CCONJ
afs-72267	207	12	consumers	consumer	NOUN
afs-72267	207	13	’	'	PUNCT
afs-72267	207	14	surplus	surplus	NOUN
afs-72267	207	15	method	method	NOUN
afs-72267	207	16	.	.	PUNCT
afs-72267	208	1	many	many	ADJ
afs-72267	208	2	scholars	scholar	NOUN
afs-72267	208	3	in	in	ADP
afs-72267	208	4	the	the	DET
afs-72267	208	5	field	field	NOUN
afs-72267	208	6	have	have	AUX
afs-72267	208	7	used	use	VERB
afs-72267	208	8	both	both	DET
afs-72267	208	9	approaches	approach	NOUN
afs-72267	208	10	.	.	PUNCT
afs-72267	209	1	griliches	griliche	NOUN
afs-72267	209	2	(	(	PUNCT
afs-72267	209	3	1958	1958	NUM
afs-72267	209	4	,	,	PUNCT
afs-72267	209	5	1964	1964	NUM
afs-72267	209	6	)	)	PUNCT
afs-72267	209	7	is	be	AUX
afs-72267	209	8	mostly	mostly	ADV
afs-72267	209	9	cited	cite	VERB
afs-72267	209	10	for	for	ADP
afs-72267	209	11	his	his	PRON
afs-72267	209	12	pioneering	pioneer	VERB
afs-72267	209	13	cost	cost	NOUN
afs-72267	209	14	-	-	PUNCT
afs-72267	209	15	benefit	benefit	NOUN
afs-72267	209	16	work	work	NOUN
afs-72267	209	17	on	on	ADP
afs-72267	209	18	hybrid	hybrid	ADJ
afs-72267	209	19	maize	maize	NOUN
afs-72267	209	20	research	research	NOUN
afs-72267	209	21	,	,	PUNCT
afs-72267	209	22	but	but	CCONJ
afs-72267	209	23	has	have	AUX
afs-72267	209	24	also	also	ADV
afs-72267	209	25	made	make	VERB
afs-72267	209	26	a	a	DET
afs-72267	209	27	profound	profound	ADJ
afs-72267	209	28	contribution	contribution	NOUN
afs-72267	209	29	to	to	ADP
afs-72267	209	30	the	the	DET
afs-72267	209	31	production	production	NOUN
afs-72267	209	32	function	function	NOUN
afs-72267	209	33	analysis	analysis	NOUN
afs-72267	209	34	.	.	PUNCT
afs-72267	210	1	both	both	DET
afs-72267	210	2	major	major	ADJ
afs-72267	210	3	approaches	approach	NOUN
afs-72267	210	4	are	be	AUX
afs-72267	210	5	reviewed	review	VERB
afs-72267	210	6	in	in	ADP
afs-72267	210	7	sections	section	NOUN
afs-72267	210	8	2.3	2.3	NUM
afs-72267	210	9	.	.	PUNCT
afs-72267	211	1	and	and	CCONJ
afs-72267	211	2	2.4	2.4	NUM
afs-72267	211	3	.	.	PUNCT
afs-72267	212	1	before	before	SCONJ
afs-72267	212	2	we	we	PRON
afs-72267	212	3	proceed	proceed	VERB
afs-72267	212	4	to	to	PART
afs-72267	212	5	scrutinize	scrutinize	VERB
afs-72267	212	6	these	these	DET
afs-72267	212	7	methods	method	NOUN
afs-72267	212	8	,	,	PUNCT
afs-72267	212	9	a	a	DET
afs-72267	212	10	couple	couple	NOUN
afs-72267	212	11	of	of	ADP
afs-72267	212	12	early	early	ADJ
afs-72267	212	13	attempts	attempt	NOUN
afs-72267	212	14	belonging	belong	VERB
afs-72267	212	15	to	to	ADP
afs-72267	212	16	neither	neither	CCONJ
afs-72267	212	17	major	major	ADJ
afs-72267	212	18	approach	approach	NOUN
afs-72267	212	19	will	will	AUX
afs-72267	212	20	be	be	AUX
afs-72267	212	21	examined	examine	VERB
afs-72267	212	22	.	.	PUNCT
afs-72267	213	1	we	we	PRON
afs-72267	213	2	shall	shall	AUX
afs-72267	213	3	also	also	ADV
afs-72267	213	4	define	define	VERB
afs-72267	213	5	some	some	PRON
afs-72267	213	6	of	of	ADP
afs-72267	213	7	the	the	DET
afs-72267	213	8	central	central	ADJ
afs-72267	213	9	measures	measure	NOUN
afs-72267	213	10	used	use	VERB
afs-72267	213	11	in	in	ADP
afs-72267	213	12	these	these	DET
afs-72267	213	13	types	type	NOUN
afs-72267	213	14	of	of	ADP
afs-72267	213	15	studies	study	NOUN
afs-72267	213	16	.	.	PUNCT
afs-72267	214	1	2.1	2.1	NUM
afs-72267	214	2	.	.	PUNCT
afs-72267	215	1	early	early	ADJ
afs-72267	215	2	attempts	attempt	NOUN
afs-72267	215	3	to	to	PART
afs-72267	215	4	measure	measure	VERB
afs-72267	215	5	the	the	DET
afs-72267	215	6	returns	return	NOUN
afs-72267	215	7	to	to	PART
afs-72267	215	8	research	research	VERB
afs-72267	215	9	2.1.1	2.1.1	NUM
afs-72267	215	10	.	.	PUNCT
afs-72267	216	1	the	the	DET
afs-72267	216	2	value	value	NOUN
afs-72267	216	3	ofinputs	ofinput	NOUN
afs-72267	216	4	saved	save	VERB
afs-72267	216	5	calculated	calculate	VERB
afs-72267	216	6	by	by	ADP
afs-72267	216	7	schultz	schultz	PROPN
afs-72267	216	8	and	and	CCONJ
afs-72267	216	9	the	the	DET
afs-72267	216	10	follow	follow	VERB
afs-72267	216	11	-	-	PUNCT
afs-72267	216	12	up	up	ADP
afs-72267	216	13	study	study	NOUN
afs-72267	216	14	of	of	ADP
afs-72267	216	15	peterson	peterson	PROPN
afs-72267	216	16	schultz	schultz	PROPN
afs-72267	216	17	(	(	PUNCT
afs-72267	216	18	1953	1953	NUM
afs-72267	216	19	)	)	PUNCT
afs-72267	216	20	uses	use	VERB
afs-72267	216	21	the	the	DET
afs-72267	216	22	value	value	NOUN
afs-72267	216	23	of	of	ADP
afs-72267	216	24	inputs	input	NOUN
afs-72267	216	25	saved	save	VERB
afs-72267	216	26	method	method	NOUN
afs-72267	216	27	in	in	ADP
afs-72267	216	28	the	the	DET
afs-72267	216	29	first	first	ADJ
afs-72267	216	30	study	study	NOUN
afs-72267	216	31	to	to	PART
afs-72267	216	32	measure	measure	VERB
afs-72267	216	33	quantitatively	quantitatively	ADV
afs-72267	216	34	the	the	DET
afs-72267	216	35	returns	return	NOUN
afs-72267	216	36	to	to	ADP
afs-72267	216	37	investment	investment	NOUN
afs-72267	216	38	in	in	ADP
afs-72267	216	39	agricultural	agricultural	ADJ
afs-72267	216	40	research	research	NOUN
afs-72267	216	41	.	.	PUNCT
afs-72267	217	1	schultz	schultz	PROPN
afs-72267	217	2	includes	include	VERB
afs-72267	217	3	all	all	DET
afs-72267	217	4	public	public	ADJ
afs-72267	217	5	expenditures	expenditure	NOUN
afs-72267	217	6	for	for	ADP
afs-72267	217	7	research	research	NOUN
afs-72267	217	8	and	and	CCONJ
afs-72267	217	9	extension	extension	NOUN
afs-72267	217	10	in	in	ADP
afs-72267	217	11	his	his	PRON
afs-72267	217	12	analysis	analysis	NOUN
afs-72267	217	13	.	.	PUNCT
afs-72267	218	1	he	he	PRON
afs-72267	218	2	examinesresearch	examinesresearch	VERB
afs-72267	218	3	at	at	ADP
afs-72267	218	4	the	the	DET
afs-72267	218	5	level	level	NOUN
afs-72267	218	6	of	of	ADP
afs-72267	218	7	total	total	ADJ
afs-72267	218	8	agricultural	agricultural	ADJ
afs-72267	218	9	production	production	NOUN
afs-72267	218	10	.	.	PUNCT
afs-72267	219	1	schultz	schultz	PROPN
afs-72267	219	2	estimates	estimate	VERB
afs-72267	219	3	the	the	DET
afs-72267	219	4	growth	growth	NOUN
afs-72267	219	5	in	in	ADP
afs-72267	219	6	productivity	productivity	NOUN
afs-72267	219	7	in	in	ADP
afs-72267	219	8	american	american	ADJ
afs-72267	219	9	agriculture	agriculture	NOUN
afs-72267	219	10	in	in	ADP
afs-72267	219	11	the	the	DET
afs-72267	219	12	period	period	NOUN
afs-72267	219	13	1910	1910	NUM
afs-72267	219	14	—	—	PUNCT
afs-72267	219	15	1950	1950	NUM
afs-72267	219	16	.	.	PUNCT
afs-72267	220	1	thereafter	thereafter	ADV
afs-72267	220	2	he	he	PRON
afs-72267	220	3	proceeds	proceed	VERB
afs-72267	220	4	to	to	PART
afs-72267	220	5	calculate	calculate	VERB
afs-72267	220	6	the	the	DET
afs-72267	220	7	value	value	NOUN
afs-72267	220	8	of	of	ADP
afs-72267	220	9	inputs	input	NOUN
afs-72267	220	10	saved	save	VERB
afs-72267	220	11	by	by	ADP
afs-72267	220	12	the	the	DET
afs-72267	220	13	increase	increase	NOUN
afs-72267	220	14	in	in	ADP
afs-72267	220	15	productivity	productivity	NOUN
afs-72267	220	16	.	.	PUNCT
afs-72267	221	1	growth	growth	NOUN
afs-72267	221	2	in	in	ADP
afs-72267	221	3	productivity	productivity	NOUN
afs-72267	221	4	is	be	AUX
afs-72267	221	5	attributed	attribute	VERB
afs-72267	221	6	to	to	ADP
afs-72267	221	7	improved	improve	VERB
afs-72267	221	8	production	production	NOUN
afs-72267	221	9	technology	technology	NOUN
afs-72267	221	10	and	and	CCONJ
afs-72267	221	11	agricultural	agricultural	ADJ
afs-72267	221	12	research	research	NOUN
afs-72267	221	13	.	.	PUNCT
afs-72267	222	1	this	this	DET
afs-72267	222	2	value	value	NOUN
afs-72267	222	3	is	be	AUX
afs-72267	222	4	related	relate	VERB
afs-72267	222	5	to	to	ADP
afs-72267	222	6	total	total	ADJ
afs-72267	222	7	expenditures	expenditure	NOUN
afs-72267	222	8	for	for	ADP
afs-72267	222	9	research	research	NOUN
afs-72267	222	10	and	and	CCONJ
afs-72267	222	11	extension	extension	NOUN
afs-72267	222	12	activities	activity	NOUN
afs-72267	222	13	.	.	PUNCT
afs-72267	223	1	schultz	schultz	PROPN
afs-72267	223	2	makes	make	VERB
afs-72267	223	3	a	a	DET
afs-72267	223	4	rough	rough	ADJ
afs-72267	223	5	calculation	calculation	NOUN
afs-72267	223	6	of	of	ADP
afs-72267	223	7	the	the	DET
afs-72267	223	8	resources	resource	NOUN
afs-72267	223	9	needed	need	VERB
afs-72267	223	10	to	to	PART
afs-72267	223	11	produce	produce	VERB
afs-72267	223	12	the	the	DET
afs-72267	223	13	agricultural	agricultural	ADJ
afs-72267	223	14	output	output	NOUN
afs-72267	223	15	of	of	ADP
afs-72267	223	16	1950	1950	NUM
afs-72267	223	17	with	with	ADP
afs-72267	223	18	the	the	DET
afs-72267	223	19	technology	technology	NOUN
afs-72267	223	20	of	of	ADP
afs-72267	223	21	1910	1910	NUM
afs-72267	223	22	.	.	PUNCT
afs-72267	224	1	the	the	DET
afs-72267	224	2	difference	difference	NOUN
afs-72267	224	3	in	in	ADP
afs-72267	224	4	resource	resource	NOUN
afs-72267	224	5	inputs	input	NOUN
afs-72267	224	6	is	be	AUX
afs-72267	224	7	equal	equal	ADJ
afs-72267	224	8	to	to	ADP
afs-72267	224	9	the	the	DET
afs-72267	224	10	value	value	NOUN
afs-72267	224	11	of	of	ADP
afs-72267	224	12	inputs	input	NOUN
afs-72267	224	13	saved	save	VERB
afs-72267	224	14	.	.	PUNCT
afs-72267	225	1	an	an	DET
afs-72267	225	2	upper	upper	ADJ
afs-72267	225	3	and	and	CCONJ
afs-72267	225	4	a	a	DET
afs-72267	225	5	lower	low	ADJ
afs-72267	225	6	limit	limit	NOUN
afs-72267	225	7	for	for	ADP
afs-72267	225	8	this	this	DET
afs-72267	225	9	value	value	NOUN
afs-72267	225	10	is	be	AUX
afs-72267	225	11	set	set	VERB
afs-72267	225	12	.	.	PUNCT
afs-72267	226	1	the	the	DET
afs-72267	226	2	upper	upper	ADJ
afs-72267	226	3	limit	limit	NOUN
afs-72267	226	4	is	be	AUX
afs-72267	226	5	established	establish	VERB
afs-72267	226	6	by	by	ADP
afs-72267	226	7	determining	determine	VERB
afs-72267	226	8	a	a	DET
afs-72267	226	9	14	14	NUM
afs-72267	226	10	%	%	NOUN
afs-72267	226	11	growth	growth	NOUN
afs-72267	226	12	in	in	ADP
afs-72267	226	13	resources	resource	NOUN
afs-72267	226	14	needed	need	VERB
afs-72267	226	15	using	use	VERB
afs-72267	226	16	the	the	DET
afs-72267	226	17	prices	price	NOUN
afs-72267	226	18	of	of	ADP
afs-72267	226	19	1946—1948	1946—1948	NUM
afs-72267	226	20	as	as	ADP
afs-72267	226	21	weights	weight	NOUN
afs-72267	226	22	.	.	PUNCT
afs-72267	227	1	in	in	ADP
afs-72267	227	2	1950	1950	NUM
afs-72267	227	3	total	total	ADJ
afs-72267	227	4	agricultural	agricultural	ADJ
afs-72267	227	5	production	production	NOUN
afs-72267	227	6	was	be	AUX
afs-72267	227	7	75	75	NUM
afs-72267	227	8	%	%	NOUN
afs-72267	227	9	higher	high	ADJ
afs-72267	227	10	than	than	ADP
afs-72267	227	11	in	in	ADP
afs-72267	227	12	1910	1910	NUM
afs-72267	227	13	.	.	PUNCT
afs-72267	228	1	the	the	DET
afs-72267	228	2	output	output	NOUN
afs-72267	228	3	-	-	PUNCT
afs-72267	228	4	input	input	NOUN
afs-72267	228	5	ratio	ratio	NOUN
afs-72267	228	6	had	have	AUX
afs-72267	228	7	thus	thus	ADV
afs-72267	228	8	grown	grow	VERB
afs-72267	228	9	by	by	ADP
afs-72267	228	10	54	54	NUM
afs-72267	228	11	%	%	NOUN
afs-72267	228	12	.	.	PUNCT
afs-72267	229	1	in	in	ADP
afs-72267	229	2	other	other	ADJ
afs-72267	229	3	words	word	NOUN
afs-72267	229	4	,	,	PUNCT
afs-72267	229	5	54	54	NUM
afs-72267	229	6	%	%	NOUN
afs-72267	229	7	more	more	ADJ
afs-72267	229	8	resources	resource	NOUN
afs-72267	229	9	would	would	AUX
afs-72267	229	10	be	be	AUX
afs-72267	229	11	needed	need	VERB
afs-72267	229	12	to	to	PART
afs-72267	229	13	pro263	pro263	PROPN
afs-72267	229	14	duce	duce	PROPN
afs-72267	229	15	the	the	DET
afs-72267	229	16	output	output	NOUN
afs-72267	229	17	of	of	ADP
afs-72267	229	18	1950	1950	NUM
afs-72267	229	19	with	with	ADP
afs-72267	229	20	the	the	DET
afs-72267	229	21	technology	technology	NOUN
afs-72267	229	22	of	of	ADP
afs-72267	229	23	1910	1910	NUM
afs-72267	229	24	,	,	PUNCT
afs-72267	229	25	this	this	DET
afs-72267	229	26	54	54	NUM
afs-72267	229	27	%	%	NOUN
afs-72267	229	28	being	be	AUX
afs-72267	229	29	worth	worth	ADJ
afs-72267	229	30	usd	usd	PROPN
afs-72267	229	31	16.2	16.2	NUM
afs-72267	229	32	billion	billion	NUM
afs-72267	229	33	.	.	PUNCT
afs-72267	230	1	correspondingly	correspondingly	ADV
afs-72267	230	2	,	,	PUNCT
afs-72267	230	3	a	a	DET
afs-72267	230	4	lower	low	ADJ
afs-72267	230	5	limit	limit	NOUN
afs-72267	230	6	is	be	AUX
afs-72267	230	7	set	set	VERB
afs-72267	230	8	using	use	VERB
afs-72267	230	9	the	the	DET
afs-72267	230	10	prices	price	NOUN
afs-72267	230	11	of	of	ADP
afs-72267	230	12	1910—1914	1910—1914	NUM
afs-72267	230	13	as	as	ADP
afs-72267	230	14	weights	weight	NOUN
afs-72267	230	15	for	for	ADP
afs-72267	230	16	the	the	DET
afs-72267	230	17	resources	resource	NOUN
afs-72267	230	18	needed	need	VERB
afs-72267	230	19	.	.	PUNCT
afs-72267	231	1	with	with	ADP
afs-72267	231	2	these	these	DET
afs-72267	231	3	weights	weight	NOUN
afs-72267	231	4	,	,	PUNCT
afs-72267	231	5	inputs	input	NOUN
afs-72267	231	6	had	have	AUX
afs-72267	231	7	grown	grow	VERB
afs-72267	231	8	by	by	ADP
afs-72267	231	9	33	33	NUM
afs-72267	231	10	%	%	NOUN
afs-72267	231	11	whereas	whereas	SCONJ
afs-72267	231	12	the	the	DET
afs-72267	231	13	value	value	NOUN
afs-72267	231	14	of	of	ADP
afs-72267	231	15	the	the	DET
afs-72267	231	16	resources	resource	NOUN
afs-72267	231	17	saved	save	VERB
afs-72267	231	18	to	to	PART
afs-72267	231	19	produce	produce	VERB
afs-72267	231	20	the	the	DET
afs-72267	231	21	output	output	NOUN
afs-72267	231	22	of	of	ADP
afs-72267	231	23	1950	1950	NUM
afs-72267	231	24	were	be	AUX
afs-72267	231	25	usd	usd	PROPN
afs-72267	231	26	9.6	9.6	NUM
afs-72267	231	27	billion	billion	NUM
afs-72267	231	28	(	(	PUNCT
afs-72267	231	29	the	the	DET
afs-72267	231	30	output	output	NOUN
afs-72267	231	31	-	-	PUNCT
afs-72267	231	32	input	input	NOUN
afs-72267	231	33	ratio	ratio	NOUN
afs-72267	231	34	was	be	AUX
afs-72267	231	35	thus	thus	ADV
afs-72267	231	36	improved	improve	VERB
afs-72267	231	37	by	by	ADP
afs-72267	231	38	32	32	NUM
afs-72267	231	39	%	%	NOUN
afs-72267	231	40	)	)	PUNCT
afs-72267	231	41	.	.	PUNCT
afs-72267	232	1	this	this	DET
afs-72267	232	2	figure	figure	NOUN
afs-72267	232	3	,	,	PUNCT
afs-72267	232	4	usd	usd	NOUN
afs-72267	232	5	9.6	9.6	NUM
afs-72267	232	6	billion	billion	NUM
afs-72267	232	7	is	be	AUX
afs-72267	232	8	consequently	consequently	ADV
afs-72267	232	9	the	the	DET
afs-72267	232	10	lower	low	ADJ
afs-72267	232	11	limit	limit	NOUN
afs-72267	232	12	for	for	ADP
afs-72267	232	13	resources	resource	NOUN
afs-72267	232	14	saved	save	VERB
afs-72267	232	15	during	during	ADP
afs-72267	232	16	one	one	NUM
afs-72267	232	17	single	single	ADJ
afs-72267	232	18	year	year	NOUN
afs-72267	232	19	,	,	PUNCT
afs-72267	232	20	1950	1950	NUM
afs-72267	232	21	.	.	PUNCT
afs-72267	233	1	after	after	ADP
afs-72267	233	2	these	these	DET
afs-72267	233	3	calculations	calculation	NOUN
afs-72267	233	4	schultz	schultz	PROPN
afs-72267	233	5	assumes	assume	VERB
afs-72267	233	6	that	that	SCONJ
afs-72267	233	7	the	the	DET
afs-72267	233	8	expenditures	expenditure	NOUN
afs-72267	233	9	for	for	ADP
afs-72267	233	10	research	research	NOUN
afs-72267	233	11	and	and	CCONJ
afs-72267	233	12	extension	extension	NOUN
afs-72267	233	13	per	per	ADP
afs-72267	233	14	year	year	NOUN
afs-72267	233	15	during	during	ADP
afs-72267	233	16	1910—1950	1910—1950	PROPN
afs-72267	233	17	were	be	AUX
afs-72267	233	18	as	as	ADV
afs-72267	233	19	great	great	ADJ
afs-72267	233	20	as	as	ADP
afs-72267	233	21	in	in	ADP
afs-72267	233	22	1950	1950	NUM
afs-72267	233	23	,	,	PUNCT
afs-72267	233	24	which	which	PRON
afs-72267	233	25	in	in	ADP
afs-72267	233	26	fact	fact	NOUN
afs-72267	233	27	is	be	AUX
afs-72267	233	28	a	a	DET
afs-72267	233	29	gross	gross	ADJ
afs-72267	233	30	overestimation	overestimation	NOUN
afs-72267	233	31	of	of	ADP
afs-72267	233	32	the	the	DET
afs-72267	233	33	actual	actual	ADJ
afs-72267	233	34	research	research	NOUN
afs-72267	233	35	costs	cost	NOUN
afs-72267	233	36	.	.	PUNCT
afs-72267	234	1	using	use	VERB
afs-72267	234	2	shultz	shultz	NOUN
afs-72267	234	3	’s	’s	PART
afs-72267	234	4	assumption	assumption	NOUN
afs-72267	234	5	,	,	PUNCT
afs-72267	234	6	total	total	ADJ
afs-72267	234	7	expenditures	expenditure	NOUN
afs-72267	234	8	in	in	ADP
afs-72267	234	9	1910—1950	1910—1950	PROPN
afs-72267	234	10	would	would	AUX
afs-72267	234	11	have	have	AUX
afs-72267	234	12	been	be	AUX
afs-72267	234	13	usd	usd	PROPN
afs-72267	234	14	7	7	NUM
afs-72267	234	15	billion	billion	NUM
afs-72267	234	16	.	.	PUNCT
afs-72267	235	1	the	the	DET
afs-72267	235	2	total	total	ADJ
afs-72267	235	3	expenditures	expenditure	NOUN
afs-72267	235	4	for	for	ADP
afs-72267	235	5	a	a	DET
afs-72267	235	6	period	period	NOUN
afs-72267	235	7	of	of	ADP
afs-72267	235	8	40	40	NUM
afs-72267	235	9	years	year	NOUN
afs-72267	235	10	thus	thus	ADV
afs-72267	235	11	were	be	AUX
afs-72267	235	12	less	less	ADJ
afs-72267	235	13	than	than	ADP
afs-72267	235	14	the	the	DET
afs-72267	235	15	value	value	NOUN
afs-72267	235	16	of	of	ADP
afs-72267	235	17	inputs	input	NOUN
afs-72267	235	18	saved	save	VERB
afs-72267	235	19	during	during	ADP
afs-72267	235	20	one	one	NUM
afs-72267	235	21	single	single	ADJ
afs-72267	235	22	year	year	NOUN
afs-72267	235	23	,	,	PUNCT
afs-72267	235	24	i.e.	i.e.	X
afs-72267	235	25	usd	usd	NOUN
afs-72267	235	26	9.6billion	9.6billion	NOUN
afs-72267	235	27	in	in	ADP
afs-72267	235	28	1950	1950	NUM
afs-72267	235	29	.	.	PUNCT
afs-72267	236	1	this	this	DET
afs-72267	236	2	figure	figure	NOUN
afs-72267	236	3	indicates	indicate	VERB
afs-72267	236	4	tremendous	tremendous	ADJ
afs-72267	236	5	returns	return	NOUN
afs-72267	236	6	from	from	ADP
afs-72267	236	7	research	research	NOUN
afs-72267	236	8	.	.	PUNCT
afs-72267	237	1	schultz	schultz	PROPN
afs-72267	237	2	however	however	ADV
afs-72267	237	3	presents	present	VERB
afs-72267	237	4	a	a	DET
afs-72267	237	5	double	double	ADJ
afs-72267	237	6	warning	warning	NOUN
afs-72267	237	7	in	in	ADP
afs-72267	237	8	his	his	PRON
afs-72267	237	9	argument	argument	NOUN
afs-72267	237	10	.	.	PUNCT
afs-72267	238	1	first	first	ADV
afs-72267	238	2	he	he	PRON
afs-72267	238	3	points	point	VERB
afs-72267	238	4	out	out	ADP
afs-72267	238	5	that	that	SCONJ
afs-72267	238	6	extension	extension	NOUN
afs-72267	238	7	costs	cost	NOUN
afs-72267	238	8	may	may	AUX
afs-72267	238	9	be	be	AUX
afs-72267	238	10	overestimated	overestimate	VERB
afs-72267	238	11	since	since	SCONJ
afs-72267	238	12	not	not	PART
afs-72267	238	13	all	all	PRON
afs-72267	238	14	of	of	ADP
afs-72267	238	15	these	these	DET
afs-72267	238	16	resources	resource	NOUN
afs-72267	238	17	are	be	AUX
afs-72267	238	18	used	use	VERB
afs-72267	238	19	to	to	PART
afs-72267	238	20	advance	advance	VERB
afs-72267	238	21	agricultural	agricultural	ADJ
afs-72267	238	22	techniques	technique	NOUN
afs-72267	238	23	.	.	PUNCT
afs-72267	239	1	second	second	ADJ
afs-72267	239	2	,	,	PUNCT
afs-72267	239	3	he	he	PRON
afs-72267	239	4	points	point	VERB
afs-72267	239	5	out	out	ADP
afs-72267	239	6	that	that	SCONJ
afs-72267	239	7	the	the	DET
afs-72267	239	8	research	research	NOUN
afs-72267	239	9	of	of	ADP
afs-72267	239	10	the	the	DET
afs-72267	239	11	private	private	ADJ
afs-72267	239	12	sector	sector	NOUN
afs-72267	239	13	have	have	AUX
afs-72267	239	14	not	not	PART
afs-72267	239	15	been	be	AUX
afs-72267	239	16	taken	take	VERB
afs-72267	239	17	into	into	ADP
afs-72267	239	18	account	account	NOUN
afs-72267	239	19	,	,	PUNCT
afs-72267	239	20	and	and	CCONJ
afs-72267	239	21	that	that	SCONJ
afs-72267	239	22	productivity	productivity	NOUN
afs-72267	239	23	may	may	AUX
afs-72267	239	24	rise	rise	VERB
afs-72267	239	25	because	because	SCONJ
afs-72267	239	26	of	of	ADP
afs-72267	239	27	reasons	reason	NOUN
afs-72267	239	28	not	not	PART
afs-72267	239	29	associated	associate	VERB
afs-72267	239	30	with	with	ADP
afs-72267	239	31	research	research	NOUN
afs-72267	239	32	(	(	PUNCT
afs-72267	239	33	economies	economy	NOUN
afs-72267	239	34	of	of	ADP
afs-72267	239	35	scale	scale	NOUN
afs-72267	239	36	,	,	PUNCT
afs-72267	239	37	education	education	NOUN
afs-72267	239	38	etc	etc	X
afs-72267	239	39	.	.	PUNCT
afs-72267	239	40	)	)	PUNCT
afs-72267	239	41	.	.	PUNCT
afs-72267	240	1	on	on	ADP
afs-72267	240	2	the	the	DET
afs-72267	240	3	other	other	ADJ
afs-72267	240	4	hand	hand	NOUN
afs-72267	240	5	,	,	PUNCT
afs-72267	240	6	the	the	DET
afs-72267	240	7	research	research	NOUN
afs-72267	240	8	costs	cost	NOUN
afs-72267	240	9	are	be	AUX
afs-72267	240	10	heavily	heavily	ADV
afs-72267	240	11	overestimated	overestimated	ADJ
afs-72267	240	12	and	and	CCONJ
afs-72267	240	13	some	some	PRON
afs-72267	240	14	of	of	ADP
afs-72267	240	15	the	the	DET
afs-72267	240	16	research	research	NOUN
afs-72267	240	17	is	be	AUX
afs-72267	240	18	necessary	necessary	ADJ
afs-72267	240	19	to	to	PART
afs-72267	240	20	maintain	maintain	VERB
afs-72267	240	21	the	the	DET
afs-72267	240	22	same	same	ADJ
afs-72267	240	23	level	level	NOUN
afs-72267	240	24	of	of	ADP
afs-72267	240	25	production	production	NOUN
afs-72267	240	26	as	as	ADP
afs-72267	240	27	before	before	ADV
afs-72267	240	28	.	.	PUNCT
afs-72267	241	1	peterson	peterson	PROPN
afs-72267	241	2	(	(	PUNCT
afs-72267	241	3	1971	1971	NUM
afs-72267	241	4	)	)	PUNCT
afs-72267	241	5	used	use	VERB
afs-72267	241	6	the	the	DET
afs-72267	241	7	method	method	NOUN
afs-72267	241	8	of	of	ADP
afs-72267	241	9	schultz	schultz	PROPN
afs-72267	241	10	to	to	PART
afs-72267	241	11	follow	follow	VERB
afs-72267	241	12	up	up	ADP
afs-72267	241	13	the	the	DET
afs-72267	241	14	development	development	NOUN
afs-72267	241	15	1950	1950	NUM
afs-72267	241	16	1967	1967	NUM
afs-72267	241	17	.	.	PUNCT
afs-72267	242	1	the	the	DET
afs-72267	242	2	valueof	valueof	PROPN
afs-72267	242	3	inputs	input	NOUN
afs-72267	242	4	saved	save	VERB
afs-72267	242	5	in	in	ADP
afs-72267	242	6	1950	1950	NUM
afs-72267	242	7	alone	alone	ADV
afs-72267	242	8	,	,	PUNCT
afs-72267	242	9	measured	measure	VERB
afs-72267	242	10	in	in	ADP
afs-72267	242	11	the	the	DET
afs-72267	242	12	price	price	NOUN
afs-72267	242	13	level	level	NOUN
afs-72267	242	14	of	of	ADP
afs-72267	242	15	1957—1959,was	1957—1959,was	NUM
afs-72267	242	16	usd	usd	NOUN
afs-72267	242	17	10.11	10.11	NUM
afs-72267	242	18	billion	billion	NUM
afs-72267	242	19	(	(	PUNCT
afs-72267	242	20	usd	usd	NOUN
afs-72267	242	21	9.6	9.6	NUM
afs-72267	242	22	billion	billion	NUM
afs-72267	242	23	in	in	ADP
afs-72267	242	24	the	the	DET
afs-72267	242	25	price	price	NOUN
afs-72267	242	26	level	level	NOUN
afs-72267	242	27	of	of	ADP
afs-72267	242	28	1950	1950	NUM
afs-72267	242	29	)	)	PUNCT
afs-72267	242	30	.	.	PUNCT
afs-72267	243	1	using	use	VERB
afs-72267	243	2	the	the	DET
afs-72267	243	3	same	same	ADJ
afs-72267	243	4	price	price	NOUN
afs-72267	243	5	level	level	NOUN
afs-72267	243	6	the	the	DET
afs-72267	243	7	value	value	NOUN
afs-72267	243	8	of	of	ADP
afs-72267	243	9	inputs	input	NOUN
afs-72267	243	10	saved	save	VERB
afs-72267	243	11	was	be	AUX
afs-72267	243	12	usd	usd	PROPN
afs-72267	243	13	26	26	NUM
afs-72267	243	14	billion	billion	NUM
afs-72267	243	15	in	in	ADP
afs-72267	243	16	1967	1967	NUM
afs-72267	243	17	.	.	PUNCT
afs-72267	244	1	even	even	ADV
afs-72267	244	2	if	if	SCONJ
afs-72267	244	3	one	one	NOUN
afs-72267	244	4	assumes	assume	VERB
afs-72267	244	5	that	that	SCONJ
afs-72267	244	6	the	the	DET
afs-72267	244	7	research	research	NOUN
afs-72267	244	8	expenditures	expenditure	NOUN
afs-72267	244	9	of	of	ADP
afs-72267	244	10	the	the	DET
afs-72267	244	11	private	private	ADJ
afs-72267	244	12	sector	sector	NOUN
afs-72267	244	13	are	be	AUX
afs-72267	244	14	equal	equal	ADJ
afs-72267	244	15	those	those	PRON
afs-72267	244	16	of	of	ADP
afs-72267	244	17	the	the	DET
afs-72267	244	18	public	public	ADJ
afs-72267	244	19	sector	sector	NOUN
afs-72267	244	20	,	,	PUNCT
afs-72267	244	21	the	the	DET
afs-72267	244	22	sum	sum	NOUN
afs-72267	244	23	of	of	ADP
afs-72267	244	24	total	total	ADJ
afs-72267	244	25	research	research	NOUN
afs-72267	244	26	costs	cost	NOUN
afs-72267	244	27	for	for	ADP
afs-72267	244	28	the	the	DET
afs-72267	244	29	period	period	NOUN
afs-72267	244	30	1910—1967	1910—1967	NOUN
afs-72267	244	31	(	(	PUNCT
afs-72267	244	32	usd	usd	PROPN
afs-72267	244	33	18.914	18.914	NUM
afs-72267	244	34	billion	billion	NUM
afs-72267	244	35	dollar	dollar	NOUN
afs-72267	244	36	)	)	PUNCT
afs-72267	244	37	is	be	AUX
afs-72267	244	38	less	less	ADJ
afs-72267	244	39	than	than	ADP
afs-72267	244	40	the	the	DET
afs-72267	244	41	value	value	NOUN
afs-72267	244	42	of	of	ADP
afs-72267	244	43	inputs	input	NOUN
afs-72267	244	44	saved	save	VERB
afs-72267	244	45	only	only	ADV
afs-72267	244	46	in	in	ADP
afs-72267	244	47	1967	1967	NUM
afs-72267	244	48	.	.	PUNCT
afs-72267	245	1	the	the	DET
afs-72267	245	2	values	value	NOUN
afs-72267	245	3	calculated	calculate	VERB
afs-72267	245	4	by	by	ADP
afs-72267	245	5	peterson	peterson	NOUN
afs-72267	245	6	are	be	AUX
afs-72267	245	7	shown	show	VERB
afs-72267	245	8	in	in	ADP
afs-72267	245	9	table	table	NOUN
afs-72267	245	10	1	1	NUM
afs-72267	245	11	.	.	PUNCT
afs-72267	246	1	in	in	ADP
afs-72267	246	2	the	the	DET
afs-72267	246	3	table	table	NOUN
afs-72267	246	4	the	the	DET
afs-72267	246	5	expenditures	expenditure	NOUN
afs-72267	246	6	of	of	ADP
afs-72267	246	7	the	the	DET
afs-72267	246	8	public	public	ADJ
afs-72267	246	9	sector	sector	NOUN
afs-72267	246	10	have	have	AUX
afs-72267	246	11	been	be	AUX
afs-72267	246	12	doubled	double	VERB
afs-72267	246	13	to	to	PART
afs-72267	246	14	take	take	VERB
afs-72267	246	15	into	into	ADP
afs-72267	246	16	account	account	NOUN
afs-72267	246	17	the	the	DET
afs-72267	246	18	expenditures	expenditure	NOUN
afs-72267	246	19	of	of	ADP
afs-72267	246	20	the	the	DET
afs-72267	246	21	private	private	ADJ
afs-72267	246	22	sector	sector	NOUN
afs-72267	246	23	.	.	PUNCT
afs-72267	247	1	the	the	DET
afs-72267	247	2	figure	figure	NOUN
afs-72267	247	3	of	of	ADP
afs-72267	247	4	o	o	PROPN
afs-72267	247	5	/	/	SYM
afs-72267	247	6	i	i	PRON
afs-72267	247	7	shows	show	VERB
afs-72267	247	8	the	the	DET
afs-72267	247	9	output	output	NOUN
afs-72267	247	10	-	-	PUNCT
afs-72267	247	11	input	input	NOUN
afs-72267	247	12	ratio	ratio	NOUN
afs-72267	247	13	;	;	PUNCT
afs-72267	247	14	the	the	DET
afs-72267	247	15	table	table	NOUN
afs-72267	247	16	thus	thus	ADV
afs-72267	247	17	reveals	reveal	VERB
afs-72267	247	18	growth	growth	NOUN
afs-72267	247	19	of	of	ADP
afs-72267	247	20	the	the	DET
afs-72267	247	21	productivity	productivity	NOUN
afs-72267	247	22	ratio	ratio	NOUN
afs-72267	247	23	.	.	PUNCT
afs-72267	248	1	an	an	DET
afs-72267	248	2	interesting	interesting	ADJ
afs-72267	248	3	feature	feature	NOUN
afs-72267	248	4	is	be	AUX
afs-72267	248	5	that	that	SCONJ
afs-72267	248	6	the	the	DET
afs-72267	248	7	value	value	NOUN
afs-72267	248	8	of	of	ADP
afs-72267	248	9	inputs	input	NOUN
afs-72267	248	10	saved	save	VERB
afs-72267	248	11	has	have	AUX
afs-72267	248	12	risen	rise	VERB
afs-72267	248	13	faster	fast	ADV
afs-72267	248	14	than	than	ADP
afs-72267	248	15	the	the	DET
afs-72267	248	16	expenditures	expenditure	NOUN
afs-72267	248	17	for	for	ADP
afs-72267	248	18	research	research	NOUN
afs-72267	248	19	and	and	CCONJ
afs-72267	248	20	extension	extension	NOUN
afs-72267	248	21	.	.	PUNCT
afs-72267	249	1	(	(	PUNCT
afs-72267	249	2	in	in	ADP
afs-72267	249	3	1930	1930	NUM
afs-72267	249	4	,	,	PUNCT
afs-72267	249	5	changes	change	NOUN
afs-72267	249	6	in	in	ADP
afs-72267	249	7	the	the	DET
afs-72267	249	8	o	o	NOUN
afs-72267	249	9	/	/	SYM
afs-72267	249	10	l	l	NOUN
afs-72267	249	11	ratio	ratio	NOUN
afs-72267	249	12	and	and	CCONJ
afs-72267	249	13	the	the	DET
afs-72267	249	14	value	value	NOUN
afs-72267	249	15	of	of	ADP
afs-72267	249	16	inputs	input	NOUN
afs-72267	249	17	saved	save	VERB
afs-72267	249	18	were	be	AUX
afs-72267	249	19	negative	negative	ADJ
afs-72267	249	20	,	,	PUNCT
afs-72267	249	21	and	and	CCONJ
afs-72267	249	22	thereforewere	thereforewere	NOUN
afs-72267	249	23	omitted	omit	VERB
afs-72267	249	24	by	by	ADP
afs-72267	249	25	peterson	peterson	PROPN
afs-72267	249	26	)	)	PUNCT
afs-72267	249	27	.	.	PUNCT
afs-72267	250	1	peterson	peterson	PROPN
afs-72267	250	2	also	also	ADV
afs-72267	250	3	calculated	calculate	VERB
afs-72267	250	4	a	a	DET
afs-72267	250	5	rate	rate	NOUN
afs-72267	250	6	of	of	ADP
afs-72267	250	7	return	return	NOUN
afs-72267	250	8	for	for	ADP
afs-72267	250	9	the	the	DET
afs-72267	250	10	investments	investment	NOUN
afs-72267	250	11	in	in	ADP
afs-72267	250	12	agricultural	agricultural	ADJ
afs-72267	250	13	research	research	NOUN
afs-72267	250	14	;	;	PUNCT
afs-72267	250	15	it	it	PRON
afs-72267	250	16	is	be	AUX
afs-72267	250	17	described	describe	VERB
afs-72267	250	18	in	in	ADP
afs-72267	250	19	section	section	NOUN
afs-72267	250	20	2.2	2.2	NUM
afs-72267	250	21	.	.	PUNCT
afs-72267	251	1	table	table	NOUN
afs-72267	251	2	1	1	NUM
afs-72267	251	3	.	.	PUNCT
afs-72267	251	4	value	value	NOUN
afs-72267	251	5	of	of	ADP
afs-72267	251	6	inputs	input	NOUN
afs-72267	251	7	employed	employ	VERB
afs-72267	251	8	in	in	ADP
afs-72267	251	9	agriculture	agriculture	NOUN
afs-72267	251	10	,	,	PUNCT
afs-72267	251	11	proportionate	proportionate	ADJ
afs-72267	251	12	change	change	NOUN
afs-72267	251	13	in	in	ADP
afs-72267	251	14	productivity	productivity	NOUN
afs-72267	251	15	(	(	PUNCT
afs-72267	251	16	o	o	NOUN
afs-72267	251	17	/	/	SYM
afs-72267	251	18	l	l	NOUN
afs-72267	251	19	)	)	PUNCT
afs-72267	251	20	since	since	SCONJ
afs-72267	251	21	1900	1900	NUM
afs-72267	251	22	,	,	PUNCT
afs-72267	251	23	values	value	NOUN
afs-72267	251	24	of	of	ADP
afs-72267	251	25	inputs	input	NOUN
afs-72267	251	26	saved	save	VERB
afs-72267	251	27	,	,	PUNCT
afs-72267	251	28	and	and	CCONJ
afs-72267	251	29	expenditure	expenditure	NOUN
afs-72267	251	30	for	for	ADP
afs-72267	251	31	agricultural	agricultural	ADJ
afs-72267	251	32	research	research	NOUN
afs-72267	251	33	and	and	CCONJ
afs-72267	251	34	extension	extension	NOUN
afs-72267	251	35	,	,	PUNCT
afs-72267	251	36	in	in	ADP
afs-72267	251	37	millions	million	NOUN
afs-72267	251	38	of	of	ADP
afs-72267	251	39	1957—1959	1957—1959	NUM
afs-72267	251	40	dollars	dollar	NOUN
afs-72267	251	41	for	for	ADP
afs-72267	251	42	selected	select	VERB
afs-72267	251	43	years	year	NOUN
afs-72267	251	44	(	(	PUNCT
afs-72267	251	45	peterson	peterson	NOUN
afs-72267	251	46	1971	1971	NUM
afs-72267	251	47	)	)	PUNCT
afs-72267	251	48	.	.	PUNCT
afs-72267	252	1	year	year	NOUN
afs-72267	252	2	value	value	NOUN
afs-72267	252	3	of	of	ADP
afs-72267	252	4	proportionate	proportionate	ADJ
afs-72267	252	5	value	value	NOUN
afs-72267	252	6	of	of	ADP
afs-72267	252	7	research	research	NOUN
afs-72267	252	8	and	and	CCONJ
afs-72267	252	9	inputs	input	NOUN
afs-72267	252	10	increase	increase	NOUN
afs-72267	252	11	in	in	ADP
afs-72267	252	12	inputs	input	NOUN
afs-72267	252	13	saved	save	VERB
afs-72267	252	14	extension	extension	NOUN
afs-72267	252	15	o	o	NOUN
afs-72267	252	16	/	/	SYM
afs-72267	252	17	i	i	PRON
afs-72267	252	18	from	from	ADP
afs-72267	252	19	1900	1900	NUM
afs-72267	252	20	1930	1930	NUM
afs-72267	252	21	usd	usd	NOUN
afs-72267	252	22	22,380	22,380	NUM
afs-72267	252	23	—	—	PUNCT
afs-72267	252	24	'	'	PUNCT
afs-72267	252	25	—	—	PUNCT
afs-72267	252	26	'	'	PUNCT
afs-72267	252	27	usd	usd	NOUN
afs-72267	252	28	193	193	NUM
afs-72267	252	29	1940	1940	NUM
afs-72267	252	30	22,349	22,349	NUM
afs-72267	252	31	0.091	0.091	NUM
afs-72267	252	32	usd	usd	NOUN
afs-72267	252	33	2,034	2,034	NUM
afs-72267	252	34	335	335	NUM
afs-72267	252	35	1950	1950	NUM
afs-72267	252	36	35,103	35,103	NUM
afs-72267	252	37	0.288	0.288	NUM
afs-72267	252	38	10,110	10,110	NUM
afs-72267	252	39	390	390	NUM
afs-72267	252	40	1960	1960	NUM
afs-72267	252	41	34,895	34,895	NUM
afs-72267	252	42	0.591	0.591	NUM
afs-72267	252	43	20,623	20,623	NUM
afs-72267	252	44	727	727	NUM
afs-72267	252	45	1967	1967	NUM
afs-72267	252	46	40,729	40,729	NUM
afs-72267	252	47	0.636	0.636	NUM
afs-72267	252	48	25,904	25,904	NUM
afs-72267	252	49	882	882	NUM
afs-72267	252	50	1	1	NUM
afs-72267	252	51	changes	change	NOUN
afs-72267	252	52	in	in	ADP
afs-72267	252	53	the	the	DET
afs-72267	252	54	o	o	NOUN
afs-72267	252	55	/	/	SYM
afs-72267	252	56	i	i	PROPN
afs-72267	252	57	ratio	ratio	NOUN
afs-72267	252	58	and	and	CCONJ
afs-72267	252	59	value	value	NOUN
afs-72267	252	60	of	of	ADP
afs-72267	252	61	inputs	input	NOUN
afs-72267	252	62	saved	save	VERB
afs-72267	252	63	were	be	AUX
afs-72267	252	64	negative	negative	ADJ
afs-72267	252	65	for	for	ADP
afs-72267	252	66	1930	1930	NUM
afs-72267	252	67	and	and	CCONJ
afs-72267	252	68	,	,	PUNCT
afs-72267	252	69	thus	thus	ADV
afs-72267	252	70	omitted	omit	VERB
afs-72267	252	71	.	.	PUNCT
afs-72267	253	1	264	264	NUM
afs-72267	253	2	2.1.2	2.1.2	NUM
afs-72267	253	3	.	.	PUNCT
afs-72267	254	1	the	the	DET
afs-72267	254	2	estimate	estimate	NOUN
afs-72267	254	3	of	of	ADP
afs-72267	254	4	tweeten	tweeten	NOUN
afs-72267	254	5	and	and	CCONJ
afs-72267	254	6	hines	hine	NOUN
afs-72267	254	7	:	:	PUNCT
afs-72267	254	8	contributions	contribution	NOUN
afs-72267	254	9	of	of	ADP
afs-72267	254	10	agricultural	agricultural	ADJ
afs-72267	254	11	productivity	productivity	NOUN
afs-72267	254	12	to	to	ADP
afs-72267	254	13	national	national	ADJ
afs-72267	254	14	economic	economic	ADJ
afs-72267	254	15	growth	growth	NOUN
afs-72267	254	16	in	in	ADP
afs-72267	254	17	the	the	DET
afs-72267	254	18	mid	mid	ADJ
afs-72267	254	19	19605	19605	NUM
afs-72267	254	20	,	,	PUNCT
afs-72267	254	21	tweeten	tweeten	NOUN
afs-72267	254	22	and	and	CCONJ
afs-72267	254	23	hines	hines	PROPN
afs-72267	254	24	(	(	PUNCT
afs-72267	254	25	1965	1965	NUM
afs-72267	254	26	)	)	PUNCT
afs-72267	254	27	launched	launch	VERB
afs-72267	254	28	a	a	DET
afs-72267	254	29	method	method	NOUN
afs-72267	254	30	for	for	ADP
afs-72267	254	31	roughly	roughly	ADV
afs-72267	254	32	estimating	estimate	VERB
afs-72267	254	33	the	the	DET
afs-72267	254	34	effects	effect	NOUN
afs-72267	254	35	of	of	ADP
afs-72267	254	36	investment	investment	NOUN
afs-72267	254	37	in	in	ADP
afs-72267	254	38	agricultural	agricultural	ADJ
afs-72267	254	39	research	research	NOUN
afs-72267	254	40	and	and	CCONJ
afs-72267	254	41	education	education	NOUN
afs-72267	254	42	.	.	PUNCT
afs-72267	255	1	their	their	PRON
afs-72267	255	2	method	method	NOUN
afs-72267	255	3	of	of	ADP
afs-72267	255	4	estimation	estimation	NOUN
afs-72267	255	5	is	be	AUX
afs-72267	255	6	based	base	VERB
afs-72267	255	7	on	on	ADP
afs-72267	255	8	following	follow	VERB
afs-72267	255	9	reasoning	reasoning	NOUN
afs-72267	255	10	.	.	PUNCT
afs-72267	256	1	the	the	DET
afs-72267	256	2	national	national	ADJ
afs-72267	256	3	income	income	NOUN
afs-72267	256	4	in	in	ADP
afs-72267	256	5	the	the	DET
afs-72267	256	6	usa	usa	PROPN
afs-72267	256	7	in	in	ADP
afs-72267	256	8	1963	1963	NUM
afs-72267	256	9	was	be	AUX
afs-72267	256	10	usd	usd	NOUN
afs-72267	256	11	476	476	NUM
afs-72267	256	12	billion	billion	NUM
afs-72267	256	13	.	.	PUNCT
afs-72267	257	1	of	of	ADP
afs-72267	257	2	this	this	DET
afs-72267	257	3	3.7	3.7	NUM
afs-72267	257	4	%	%	NOUN
afs-72267	257	5	originated	originate	VERB
afs-72267	257	6	in	in	ADP
afs-72267	257	7	the	the	DET
afs-72267	257	8	agricultural	agricultural	ADJ
afs-72267	257	9	sector	sector	NOUN
afs-72267	257	10	.	.	PUNCT
afs-72267	258	1	in	in	ADP
afs-72267	258	2	1963	1963	NUM
afs-72267	258	3	,	,	PUNCT
afs-72267	258	4	the	the	DET
afs-72267	258	5	national	national	ADJ
afs-72267	258	6	income	income	NOUN
afs-72267	258	7	per	per	ADP
afs-72267	258	8	capita	capita	NOUN
afs-72267	258	9	was	be	AUX
afs-72267	258	10	usd	usd	NOUN
afs-72267	258	11	1,310	1,310	NUM
afs-72267	258	12	in	in	ADP
afs-72267	258	13	the	the	DET
afs-72267	258	14	agricultural	agricultural	ADJ
afs-72267	258	15	sector	sector	NOUN
afs-72267	258	16	and	and	CCONJ
afs-72267	258	17	usd	usd	NOUN
afs-72267	258	18	2,617	2,617	NUM
afs-72267	258	19	in	in	ADP
afs-72267	258	20	the	the	DET
afs-72267	258	21	rest	rest	NOUN
afs-72267	258	22	of	of	ADP
afs-72267	258	23	the	the	DET
afs-72267	258	24	economy	economy	NOUN
afs-72267	258	25	.	.	PUNCT
afs-72267	259	1	due	due	ADP
afs-72267	259	2	to	to	ADP
afs-72267	259	3	research	research	NOUN
afs-72267	259	4	,	,	PUNCT
afs-72267	259	5	extension	extension	NOUN
afs-72267	259	6	and	and	CCONJ
afs-72267	259	7	vocational	vocational	ADJ
afs-72267	259	8	training	training	NOUN
afs-72267	259	9	,	,	PUNCT
afs-72267	259	10	the	the	DET
afs-72267	259	11	need	need	NOUN
afs-72267	259	12	for	for	ADP
afs-72267	259	13	labour	labour	NOUN
afs-72267	259	14	in	in	ADP
afs-72267	259	15	agricultural	agricultural	ADJ
afs-72267	259	16	production	production	NOUN
afs-72267	259	17	had	have	AUX
afs-72267	259	18	decreased	decrease	VERB
afs-72267	259	19	,	,	PUNCT
afs-72267	259	20	and	and	CCONJ
afs-72267	259	21	human	human	ADJ
afs-72267	259	22	labour	labour	NOUN
afs-72267	259	23	had	have	AUX
afs-72267	259	24	thus	thus	ADV
afs-72267	259	25	been	be	AUX
afs-72267	259	26	released	release	VERB
afs-72267	259	27	from	from	ADP
afs-72267	259	28	american	american	ADJ
afs-72267	259	29	farms	farm	NOUN
afs-72267	259	30	in	in	ADP
afs-72267	259	31	1910—1963	1910—1963	PRON
afs-72267	259	32	.	.	PUNCT
afs-72267	260	1	this	this	PRON
afs-72267	260	2	released	release	VERB
afs-72267	260	3	labour	labour	NOUN
afs-72267	260	4	now	now	ADV
afs-72267	260	5	works	work	VERB
afs-72267	260	6	in	in	ADP
afs-72267	260	7	the	the	DET
afs-72267	260	8	nonagricultural	nonagricultural	ADJ
afs-72267	260	9	sector	sector	NOUN
afs-72267	260	10	.	.	PUNCT
afs-72267	261	1	according	accord	VERB
afs-72267	261	2	to	to	ADP
afs-72267	261	3	this	this	DET
afs-72267	261	4	reasoning	reasoning	NOUN
afs-72267	261	5	the	the	DET
afs-72267	261	6	contribution	contribution	NOUN
afs-72267	261	7	to	to	ADP
afs-72267	261	8	national	national	ADJ
afs-72267	261	9	income	income	NOUN
afs-72267	261	10	can	can	AUX
afs-72267	261	11	be	be	AUX
afs-72267	261	12	calculated	calculate	VERB
afs-72267	261	13	on	on	ADP
afs-72267	261	14	the	the	DET
afs-72267	261	15	basis	basis	NOUN
afs-72267	261	16	of	of	ADP
afs-72267	261	17	per	per	ADP
afs-72267	261	18	capita	capita	X
afs-72267	261	19	income	income	NOUN
afs-72267	261	20	differences	difference	NOUN
afs-72267	261	21	in	in	ADP
afs-72267	261	22	the	the	DET
afs-72267	261	23	agricultural	agricultural	ADJ
afs-72267	261	24	and	and	CCONJ
afs-72267	261	25	the	the	DET
afs-72267	261	26	nonagricultural	nonagricultural	ADJ
afs-72267	261	27	sectors	sector	NOUN
afs-72267	261	28	.	.	PUNCT
afs-72267	262	1	in	in	ADP
afs-72267	262	2	1910	1910	NUM
afs-72267	262	3	35	35	NUM
afs-72267	262	4	%	%	NOUN
afs-72267	262	5	of	of	ADP
afs-72267	262	6	the	the	DET
afs-72267	262	7	american	american	ADJ
afs-72267	262	8	population	population	NOUN
afs-72267	262	9	lived	live	VERB
afs-72267	262	10	on	on	ADP
afs-72267	262	11	farms	farm	NOUN
afs-72267	262	12	,	,	PUNCT
afs-72267	262	13	after	after	ADP
afs-72267	262	14	which	which	PRON
afs-72267	262	15	the	the	DET
afs-72267	262	16	figure	figure	NOUN
afs-72267	262	17	declined	decline	VERB
afs-72267	262	18	.	.	PUNCT
afs-72267	263	1	tweeten	tweeten	VERB
afs-72267	263	2	and	and	CCONJ
afs-72267	263	3	hines	hine	NOUN
afs-72267	263	4	concluded	conclude	VERB
afs-72267	263	5	that	that	SCONJ
afs-72267	263	6	had	have	VERB
afs-72267	263	7	the	the	DET
afs-72267	263	8	distribution	distribution	NOUN
afs-72267	263	9	of	of	ADP
afs-72267	263	10	agricultural	agricultural	ADJ
afs-72267	263	11	people/	people/	NUM
afs-72267	263	12	nonagricultural	nonagricultural	ADJ
afs-72267	263	13	people	people	NOUN
afs-72267	263	14	of	of	ADP
afs-72267	263	15	1910	1910	NUM
afs-72267	263	16	prevailed	prevail	VERB
afs-72267	263	17	in	in	ADP
afs-72267	263	18	1963	1963	NUM
afs-72267	263	19	,	,	PUNCT
afs-72267	263	20	the	the	DET
afs-72267	263	21	national	national	ADJ
afs-72267	263	22	income	income	NOUN
afs-72267	263	23	would	would	AUX
afs-72267	263	24	have	have	AUX
afs-72267	263	25	been	be	AUX
afs-72267	263	26	usd	usd	NOUN
afs-72267	263	27	68	68	NUM
afs-72267	263	28	billion	billion	NUM
afs-72267	263	29	,	,	PUNCT
afs-72267	263	30	or	or	CCONJ
afs-72267	263	31	14	14	NUM
afs-72267	263	32	%	%	NOUN
afs-72267	263	33	lower	low	ADJ
afs-72267	263	34	than	than	ADP
afs-72267	263	35	the	the	DET
afs-72267	263	36	actual	actual	ADJ
afs-72267	263	37	national	national	ADJ
afs-72267	263	38	income	income	NOUN
afs-72267	263	39	of	of	ADP
afs-72267	263	40	usd	usd	NOUN
afs-72267	263	41	476	476	NUM
afs-72267	263	42	billion	billion	NUM
afs-72267	263	43	.	.	PUNCT
afs-72267	264	1	the	the	DET
afs-72267	264	2	earnings	earning	NOUN
afs-72267	264	3	from	from	ADP
afs-72267	264	4	growth	growth	NOUN
afs-72267	264	5	in	in	ADP
afs-72267	264	6	productivity	productivity	NOUN
afs-72267	264	7	were	be	AUX
afs-72267	264	8	usd	usd	PROPN
afs-72267	264	9	1—1.5	1—1.5	NUM
afs-72267	264	10	billion	billion	NUM
afs-72267	264	11	a	a	DET
afs-72267	264	12	year	year	NOUN
afs-72267	264	13	in	in	ADP
afs-72267	264	14	the	the	DET
afs-72267	264	15	beginning	beginning	NOUN
afs-72267	264	16	of	of	ADP
afs-72267	264	17	the	the	DET
afs-72267	264	18	19605	19605	NUM
afs-72267	264	19	.	.	PUNCT
afs-72267	265	1	discounted	discount	VERB
afs-72267	265	2	with	with	ADP
afs-72267	265	3	a	a	DET
afs-72267	265	4	5	5	NUM
afs-72267	265	5	%	%	NOUN
afs-72267	265	6	discount	discount	NOUN
afs-72267	265	7	rate	rate	NOUN
afs-72267	265	8	,	,	PUNCT
afs-72267	265	9	this	this	PRON
afs-72267	265	10	makes	make	VERB
afs-72267	265	11	for	for	ADP
afs-72267	265	12	about	about	ADP
afs-72267	265	13	usd	usd	NOUN
afs-72267	265	14	20	20	NUM
afs-72267	265	15	billion	billion	NUM
afs-72267	265	16	.	.	PUNCT
afs-72267	266	1	public	public	ADJ
afs-72267	266	2	investments	investment	NOUN
afs-72267	266	3	in	in	ADP
afs-72267	266	4	agricultural	agricultural	ADJ
afs-72267	266	5	research	research	NOUN
afs-72267	266	6	,	,	PUNCT
afs-72267	266	7	education	education	NOUN
afs-72267	266	8	and	and	CCONJ
afs-72267	266	9	vocational	vocational	ADJ
afs-72267	266	10	training	training	NOUN
afs-72267	266	11	,	,	PUNCT
afs-72267	266	12	farm	farm	NOUN
afs-72267	266	13	programme	programme	NOUN
afs-72267	266	14	expenses	expense	NOUN
afs-72267	266	15	and	and	CCONJ
afs-72267	266	16	various	various	ADJ
afs-72267	266	17	miscellaneous	miscellaneous	ADJ
afs-72267	266	18	items	item	NOUN
afs-72267	266	19	accounts	account	VERB
afs-72267	266	20	for	for	ADP
afs-72267	266	21	a	a	DET
afs-72267	266	22	total	total	ADJ
afs-72267	266	23	expenditure	expenditure	NOUN
afs-72267	266	24	of	of	ADP
afs-72267	266	25	usd	usd	NOUN
afs-72267	266	26	10	10	NUM
afs-72267	266	27	billions	billion	NOUN
afs-72267	266	28	.	.	PUNCT
afs-72267	267	1	this	this	DET
afs-72267	267	2	sum	sum	NOUN
afs-72267	267	3	thus	thus	ADV
afs-72267	267	4	includes	include	VERB
afs-72267	267	5	much	much	ADV
afs-72267	267	6	more	more	ADJ
afs-72267	267	7	than	than	ADP
afs-72267	267	8	research	research	NOUN
afs-72267	267	9	expenditures	expenditure	NOUN
afs-72267	267	10	.	.	PUNCT
afs-72267	268	1	on	on	ADP
afs-72267	268	2	thebasis	thebasis	NOUN
afs-72267	268	3	of	of	ADP
afs-72267	268	4	these	these	DET
afs-72267	268	5	sums	sum	NOUN
afs-72267	268	6	,	,	PUNCT
afs-72267	268	7	one	one	PRON
afs-72267	268	8	can	can	AUX
afs-72267	268	9	easily	easily	ADV
afs-72267	268	10	see	see	VERB
afs-72267	268	11	that	that	SCONJ
afs-72267	268	12	a	a	DET
afs-72267	268	13	benefit	benefit	NOUN
afs-72267	268	14	/	/	SYM
afs-72267	268	15	cost	cost	NOUN
afs-72267	268	16	quota	quota	NOUN
afs-72267	268	17	of	of	ADP
afs-72267	268	18	2	2	NUM
afs-72267	268	19	is	be	AUX
afs-72267	268	20	obtained	obtain	VERB
afs-72267	268	21	.	.	PUNCT
afs-72267	269	1	peterson	peterson	PROPN
afs-72267	269	2	(	(	PUNCT
afs-72267	269	3	1971	1971	NUM
afs-72267	269	4	)	)	PUNCT
afs-72267	269	5	points	point	VERB
afs-72267	269	6	out	out	ADP
afs-72267	269	7	that	that	SCONJ
afs-72267	269	8	since	since	SCONJ
afs-72267	269	9	costs	cost	NOUN
afs-72267	269	10	are	be	AUX
afs-72267	269	11	estimated	estimate	VERB
afs-72267	269	12	only	only	ADV
afs-72267	269	13	for	for	ADP
afs-72267	269	14	a	a	DET
afs-72267	269	15	current	current	ADJ
afs-72267	269	16	year	year	NOUN
afs-72267	269	17	(	(	PUNCT
afs-72267	269	18	1963	1963	NUM
afs-72267	269	19	)	)	PUNCT
afs-72267	269	20	,	,	PUNCT
afs-72267	269	21	it	it	PRON
afs-72267	269	22	is	be	AUX
afs-72267	269	23	not	not	PART
afs-72267	269	24	possible	possible	ADJ
afs-72267	269	25	to	to	PART
afs-72267	269	26	compute	compute	VERB
afs-72267	269	27	an	an	DET
afs-72267	269	28	internal	internal	ADJ
afs-72267	269	29	rate	rate	NOUN
afs-72267	269	30	of	of	ADP
afs-72267	269	31	return	return	NOUN
afs-72267	269	32	.	.	PUNCT
afs-72267	270	1	a	a	DET
afs-72267	270	2	10	10	NUM
afs-72267	270	3	%	%	NOUN
afs-72267	270	4	external	external	ADJ
afs-72267	270	5	rate	rate	NOUN
afs-72267	270	6	of	of	ADP
afs-72267	270	7	return	return	NOUN
afs-72267	270	8	is	be	AUX
afs-72267	270	9	obtained	obtain	VERB
afs-72267	270	10	with	with	ADP
afs-72267	270	11	a	a	DET
afs-72267	270	12	5	5	NUM
afs-72267	270	13	%	%	NOUN
afs-72267	270	14	discount	discount	NOUN
afs-72267	270	15	rate	rate	NOUN
afs-72267	270	16	.	.	PUNCT
afs-72267	271	1	peterson	peterson	NOUN
afs-72267	271	2	(	(	PUNCT
afs-72267	271	3	1971	1971	NUM
afs-72267	271	4	)	)	PUNCT
afs-72267	271	5	also	also	ADV
afs-72267	271	6	points	point	VERB
afs-72267	271	7	out	out	ADP
afs-72267	271	8	a	a	DET
afs-72267	271	9	bias	bias	NOUN
afs-72267	271	10	in	in	ADP
afs-72267	271	11	this	this	DET
afs-72267	271	12	technique	technique	NOUN
afs-72267	271	13	.	.	PUNCT
afs-72267	272	1	the	the	DET
afs-72267	272	2	estimated	estimate	VERB
afs-72267	272	3	contributionto	contributionto	PROPN
afs-72267	272	4	national	national	ADJ
afs-72267	272	5	income	income	NOUN
afs-72267	272	6	depends	depend	VERB
afs-72267	272	7	on	on	ADP
afs-72267	272	8	the	the	DET
afs-72267	272	9	extent	extent	NOUN
afs-72267	272	10	of	of	ADP
afs-72267	272	11	disequilibrium	disequilibrium	NOUN
afs-72267	272	12	between	between	ADP
afs-72267	272	13	per	per	ADP
afs-72267	272	14	capita	capita	NOUN
afs-72267	272	15	income	income	NOUN
afs-72267	272	16	in	in	ADP
afs-72267	272	17	the	the	DET
afs-72267	272	18	agricultural	agricultural	ADJ
afs-72267	272	19	and	and	CCONJ
afs-72267	272	20	nonagricultural	nonagricultural	ADJ
afs-72267	272	21	sectors	sector	NOUN
afs-72267	272	22	.	.	PUNCT
afs-72267	273	1	the	the	PRON
afs-72267	273	2	larger	large	ADJ
afs-72267	273	3	this	this	DET
afs-72267	273	4	difference	difference	NOUN
afs-72267	273	5	is	be	AUX
afs-72267	273	6	,	,	PUNCT
afs-72267	273	7	the	the	PRON
afs-72267	273	8	greater	great	ADJ
afs-72267	273	9	the	the	DET
afs-72267	273	10	contribution	contribution	NOUN
afs-72267	273	11	to	to	ADP
afs-72267	273	12	national	national	ADJ
afs-72267	273	13	income	income	NOUN
afs-72267	273	14	will	will	AUX
afs-72267	273	15	be	be	AUX
afs-72267	273	16	.	.	PUNCT
afs-72267	274	1	but	but	CCONJ
afs-72267	274	2	through	through	ADP
afs-72267	274	3	extension	extension	NOUN
afs-72267	274	4	the	the	DET
afs-72267	274	5	per	per	ADP
afs-72267	274	6	capita	capita	NOUN
afs-72267	274	7	income	income	NOUN
afs-72267	274	8	will	will	AUX
afs-72267	274	9	increase	increase	VERB
afs-72267	274	10	in	in	ADP
afs-72267	274	11	the	the	DET
afs-72267	274	12	agricultural	agricultural	ADJ
afs-72267	274	13	sector	sector	NOUN
afs-72267	274	14	,	,	PUNCT
afs-72267	274	15	thereby	thereby	ADV
afs-72267	274	16	decreasing	decrease	VERB
afs-72267	274	17	the	the	DET
afs-72267	274	18	gap	gap	NOUN
afs-72267	274	19	in	in	ADP
afs-72267	274	20	per	per	ADP
afs-72267	274	21	capita	capita	NOUN
afs-72267	274	22	income	income	NOUN
afs-72267	274	23	,	,	PUNCT
afs-72267	274	24	making	make	VERB
afs-72267	274	25	the	the	DET
afs-72267	274	26	contribution	contribution	NOUN
afs-72267	274	27	lower	lower	ADV
afs-72267	274	28	.	.	PUNCT
afs-72267	275	1	there	there	PRON
afs-72267	275	2	is	be	VERB
afs-72267	275	3	obviously	obviously	ADV
afs-72267	275	4	a	a	DET
afs-72267	275	5	paradox	paradox	NOUN
afs-72267	275	6	in	in	ADP
afs-72267	275	7	the	the	DET
afs-72267	275	8	argument	argument	NOUN
afs-72267	275	9	.	.	PUNCT
afs-72267	276	1	in	in	ADP
afs-72267	276	2	addition	addition	NOUN
afs-72267	276	3	,	,	PUNCT
afs-72267	276	4	the	the	DET
afs-72267	276	5	increases	increase	NOUN
afs-72267	276	6	in	in	ADP
afs-72267	276	7	productivity	productivity	NOUN
afs-72267	276	8	of	of	ADP
afs-72267	276	9	american	american	ADJ
afs-72267	276	10	agriculture	agriculture	NOUN
afs-72267	276	11	during	during	ADP
afs-72267	276	12	1910	1910	NUM
afs-72267	276	13	-	-	SYM
afs-72267	276	14	1930	1930	NUM
afs-72267	276	15	were	be	AUX
afs-72267	276	16	not	not	PART
afs-72267	276	17	worth	worth	ADJ
afs-72267	276	18	mentioning	mention	VERB
afs-72267	276	19	whereas	whereas	SCONJ
afs-72267	276	20	big	big	ADJ
afs-72267	276	21	increases	increase	NOUN
afs-72267	276	22	occured	occur	VERB
afs-72267	276	23	in	in	ADP
afs-72267	276	24	the	the	DET
afs-72267	276	25	late	late	ADJ
afs-72267	276	26	1950	1950	NUM
afs-72267	276	27	s	s	NOUN
afs-72267	276	28	and	and	CCONJ
afs-72267	276	29	early	early	ADJ
afs-72267	276	30	19605	19605	NUM
afs-72267	276	31	.	.	PUNCT
afs-72267	277	1	the	the	DET
afs-72267	277	2	method	method	NOUN
afs-72267	277	3	of	of	ADP
afs-72267	277	4	using	use	VERB
afs-72267	277	5	per	per	ADP
afs-72267	277	6	capita	capita	NOUN
afs-72267	277	7	income	income	NOUN
afs-72267	277	8	as	as	ADP
afs-72267	277	9	a	a	DET
afs-72267	277	10	determinant	determinant	ADJ
afs-72267	277	11	,	,	PUNCT
afs-72267	277	12	however	however	ADV
afs-72267	277	13	,	,	PUNCT
afs-72267	277	14	gives	give	VERB
afs-72267	277	15	the	the	DET
afs-72267	277	16	same	same	ADJ
afs-72267	277	17	contribution	contribution	NOUN
afs-72267	277	18	to	to	ADP
afs-72267	277	19	national	national	ADJ
afs-72267	277	20	income	income	NOUN
afs-72267	277	21	for	for	ADP
afs-72267	277	22	both	both	DET
afs-72267	277	23	periods	period	NOUN
afs-72267	277	24	.	.	PUNCT
afs-72267	278	1	the	the	DET
afs-72267	278	2	method	method	NOUN
afs-72267	278	3	is	be	AUX
afs-72267	278	4	evidently	evidently	ADV
afs-72267	278	5	incomplete	incomplete	ADJ
afs-72267	278	6	.	.	PUNCT
afs-72267	279	1	the	the	DET
afs-72267	279	2	method	method	NOUN
afs-72267	279	3	of	of	ADP
afs-72267	279	4	tweeten	tweeten	NOUN
afs-72267	279	5	and	and	CCONJ
afs-72267	279	6	hines	hine	NOUN
afs-72267	279	7	has	have	AUX
afs-72267	279	8	not	not	PART
afs-72267	279	9	been	be	AUX
afs-72267	279	10	applied	apply	VERB
afs-72267	279	11	to	to	ADP
afs-72267	279	12	a	a	DET
afs-72267	279	13	large	large	ADJ
afs-72267	279	14	extent	extent	NOUN
afs-72267	279	15	,	,	PUNCT
afs-72267	279	16	and	and	CCONJ
afs-72267	279	17	is	be	AUX
afs-72267	279	18	mentioned	mention	VERB
afs-72267	279	19	here	here	ADV
afs-72267	279	20	as	as	ADP
afs-72267	279	21	a	a	DET
afs-72267	279	22	curiosity	curiosity	NOUN
afs-72267	279	23	.	.	PUNCT
afs-72267	280	1	2.2	2.2	NUM
afs-72267	280	2	.	.	PUNCT
afs-72267	280	3	external	external	ADJ
afs-72267	280	4	and	and	CCONJ
afs-72267	280	5	internal	internal	ADJ
afs-72267	280	6	rates	rate	NOUN
afs-72267	280	7	of	of	ADP
afs-72267	280	8	return	return	NOUN
afs-72267	280	9	,	,	PUNCT
afs-72267	280	10	average	average	ADJ
afs-72267	280	11	and	and	CCONJ
afs-72267	280	12	marginal	marginal	ADJ
afs-72267	280	13	rates	rate	NOUN
afs-72267	280	14	of	of	ADP
afs-72267	280	15	return	return	NOUN
afs-72267	280	16	by	by	ADP
afs-72267	280	17	comparing	compare	VERB
afs-72267	280	18	the	the	DET
afs-72267	280	19	costs	cost	NOUN
afs-72267	280	20	of	of	ADP
afs-72267	280	21	research	research	NOUN
afs-72267	280	22	with	with	ADP
afs-72267	280	23	the	the	DET
afs-72267	280	24	value	value	NOUN
afs-72267	280	25	of	of	ADP
afs-72267	280	26	inputs	input	NOUN
afs-72267	280	27	saved	save	VERB
afs-72267	280	28	,	,	PUNCT
afs-72267	280	29	like	like	SCONJ
afs-72267	280	30	shultz	shultz	PROPN
afs-72267	280	31	did	do	VERB
afs-72267	280	32	,	,	PUNCT
afs-72267	280	33	one	one	PRON
afs-72267	280	34	can	can	AUX
afs-72267	280	35	form	form	VERB
afs-72267	280	36	a	a	DET
afs-72267	280	37	rough	rough	ADJ
afs-72267	280	38	idea	idea	NOUN
afs-72267	280	39	of	of	ADP
afs-72267	280	40	the	the	DET
afs-72267	280	41	relation	relation	NOUN
afs-72267	280	42	between	between	ADP
afs-72267	280	43	inputs	input	NOUN
afs-72267	280	44	and	and	CCONJ
afs-72267	280	45	returns	return	NOUN
afs-72267	280	46	.	.	PUNCT
afs-72267	281	1	more	more	ADJ
afs-72267	281	2	exact	exact	ADJ
afs-72267	281	3	measures	measure	NOUN
afs-72267	281	4	are	be	AUX
afs-72267	281	5	needed	need	VERB
afs-72267	281	6	to	to	PART
afs-72267	281	7	create	create	VERB
afs-72267	281	8	a	a	DET
afs-72267	281	9	more	more	ADV
afs-72267	281	10	detailed	detailed	ADJ
afs-72267	281	11	picture	picture	NOUN
afs-72267	281	12	of	of	ADP
afs-72267	281	13	the	the	DET
afs-72267	281	14	returns	return	NOUN
afs-72267	281	15	fromresearch	fromresearch	NOUN
afs-72267	281	16	.	.	PUNCT
afs-72267	282	1	two	two	NUM
afs-72267	282	2	such	such	ADJ
afs-72267	282	3	general	general	ADJ
afs-72267	282	4	measures	measure	NOUN
afs-72267	282	5	are	be	AUX
afs-72267	282	6	the	the	DET
afs-72267	282	7	external	external	ADJ
afs-72267	282	8	and	and	CCONJ
afs-72267	282	9	the	the	DET
afs-72267	282	10	internal	internal	ADJ
afs-72267	282	11	rate	rate	NOUN
afs-72267	282	12	of	of	ADP
afs-72267	282	13	return	return	NOUN
afs-72267	282	14	,	,	PUNCT
afs-72267	282	15	commonly	commonly	ADV
afs-72267	282	16	refered	refer	VERB
afs-72267	282	17	to	to	ADP
afs-72267	282	18	as	as	ADP
afs-72267	282	19	the	the	DET
afs-72267	282	20	social	social	ADJ
afs-72267	282	21	rate	rate	NOUN
afs-72267	282	22	of	of	ADP
afs-72267	282	23	return	return	NOUN
afs-72267	282	24	.	.	PUNCT
afs-72267	283	1	the	the	DET
afs-72267	283	2	external	external	ADJ
afs-72267	283	3	rate	rate	NOUN
afs-72267	283	4	of	of	ADP
afs-72267	283	5	return	return	NOUN
afs-72267	283	6	according	accord	VERB
afs-72267	283	7	to	to	ADP
afs-72267	283	8	griliches	griliche	NOUN
afs-72267	283	9	(	(	PUNCT
afs-72267	283	10	1958	1958	NUM
afs-72267	283	11	)	)	PUNCT
afs-72267	283	12	is	be	AUX
afs-72267	283	13	measured	measure	VERB
afs-72267	283	14	as	as	SCONJ
afs-72267	283	15	follows	follow	VERB
afs-72267	283	16	:	:	PUNCT
afs-72267	283	17	one	one	NUM
afs-72267	283	18	assumes	assume	VERB
afs-72267	283	19	the	the	DET
afs-72267	283	20	development	development	NOUN
afs-72267	283	21	to	to	PART
afs-72267	283	22	end	end	VERB
afs-72267	283	23	at	at	ADP
afs-72267	283	24	a	a	DET
afs-72267	283	25	point	point	NOUN
afs-72267	283	26	in	in	ADP
afs-72267	283	27	time	time	NOUN
afs-72267	283	28	,	,	PUNCT
afs-72267	283	29	cumulating	cumulate	VERB
afs-72267	283	30	all	all	DET
afs-72267	283	31	past	past	ADJ
afs-72267	283	32	expenditures	expenditure	NOUN
afs-72267	283	33	at	at	ADP
afs-72267	283	34	a	a	DET
afs-72267	283	35	reasonable	reasonable	ADJ
afs-72267	283	36	interest	interest	NOUN
afs-72267	283	37	,	,	PUNCT
afs-72267	283	38	which	which	PRON
afs-72267	283	39	reflects	reflect	VERB
afs-72267	283	40	for	for	ADP
afs-72267	283	41	instance	instance	NOUN
afs-72267	283	42	the	the	DET
afs-72267	283	43	opportunity	opportunity	NOUN
afs-72267	283	44	cost	cost	NOUN
afs-72267	283	45	in	in	ADP
afs-72267	283	46	the	the	DET
afs-72267	283	47	economy	economy	NOUN
afs-72267	283	48	.	.	PUNCT
afs-72267	284	1	the	the	DET
afs-72267	284	2	cumulated	cumulated	ADJ
afs-72267	284	3	research	research	NOUN
afs-72267	284	4	costs	cost	NOUN
afs-72267	284	5	are	be	AUX
afs-72267	284	6	expressed	express	VERB
afs-72267	284	7	as	as	ADP
afs-72267	284	8	a	a	DET
afs-72267	284	9	capital	capital	NOUN
afs-72267	284	10	sum	sum	NOUN
afs-72267	284	11	.	.	PUNCT
afs-72267	285	1	the	the	DET
afs-72267	285	2	past	past	ADJ
afs-72267	285	3	returns	return	NOUN
afs-72267	285	4	are	be	AUX
afs-72267	285	5	cumulated	cumulate	VERB
afs-72267	285	6	to	to	ADP
afs-72267	285	7	the	the	DET
afs-72267	285	8	same	same	ADJ
afs-72267	285	9	point	point	NOUN
afs-72267	285	10	in	in	ADP
afs-72267	285	11	time	time	NOUN
afs-72267	285	12	,	,	PUNCT
afs-72267	285	13	and	and	CCONJ
afs-72267	285	14	are	be	AUX
afs-72267	285	15	also	also	ADV
afs-72267	285	16	expressed	express	VERB
afs-72267	285	17	a	a	DET
afs-72267	285	18	capital	capital	NOUN
afs-72267	285	19	sum	sum	NOUN
afs-72267	285	20	.	.	PUNCT
afs-72267	286	1	at	at	ADP
afs-72267	286	2	the	the	DET
afs-72267	286	3	same	same	ADJ
afs-72267	286	4	discount	discount	NOUN
afs-72267	286	5	rate	rate	NOUN
afs-72267	286	6	as	as	ADP
afs-72267	286	7	265	265	NUM
afs-72267	286	8	earlier	early	ADV
afs-72267	286	9	used	use	VERB
afs-72267	286	10	,	,	PUNCT
afs-72267	286	11	therate	therate	NOUN
afs-72267	286	12	of	of	ADP
afs-72267	286	13	return	return	NOUN
afs-72267	286	14	on	on	ADP
afs-72267	286	15	these	these	DET
afs-72267	286	16	cumulated	cumulated	ADJ
afs-72267	286	17	returns	return	NOUN
afs-72267	286	18	is	be	AUX
afs-72267	286	19	projected	project	VERB
afs-72267	286	20	into	into	ADP
afs-72267	286	21	the	the	DET
afs-72267	286	22	future	future	NOUN
afs-72267	286	23	.	.	PUNCT
afs-72267	287	1	the	the	DET
afs-72267	287	2	estimated	estimate	VERB
afs-72267	287	3	flows	flow	NOUN
afs-72267	287	4	of	of	ADP
afs-72267	287	5	future	future	ADJ
afs-72267	287	6	returns	return	NOUN
afs-72267	287	7	are	be	AUX
afs-72267	287	8	added	add	VERB
afs-72267	287	9	to	to	ADP
afs-72267	287	10	past	past	ADJ
afs-72267	287	11	returns	return	NOUN
afs-72267	287	12	,	,	PUNCT
afs-72267	287	13	to	to	PART
afs-72267	287	14	arrive	arrive	VERB
afs-72267	287	15	at	at	ADP
afs-72267	287	16	a	a	DET
afs-72267	287	17	perpetual	perpetual	ADJ
afs-72267	287	18	flow	flow	NOUN
afs-72267	287	19	of	of	ADP
afs-72267	287	20	returns	return	NOUN
afs-72267	287	21	.	.	PUNCT
afs-72267	288	1	this	this	DET
afs-72267	288	2	flow	flow	NOUN
afs-72267	288	3	,	,	PUNCT
afs-72267	288	4	divided	divide	VERB
afs-72267	288	5	by	by	ADP
afs-72267	288	6	the	the	DET
afs-72267	288	7	cumulated	cumulated	ADJ
afs-72267	288	8	research	research	NOUN
afs-72267	288	9	expenditures	expenditure	NOUN
afs-72267	288	10	gives	give	VERB
afs-72267	288	11	us	we	PRON
afs-72267	288	12	the	the	DET
afs-72267	288	13	external	external	ADJ
afs-72267	288	14	rate	rate	NOUN
afs-72267	288	15	of	of	ADP
afs-72267	288	16	return	return	NOUN
afs-72267	288	17	.	.	PUNCT
afs-72267	289	1	akino	akino	NOUN
afs-72267	289	2	and	and	CCONJ
afs-72267	289	3	hayami	hayami	NOUN
afs-72267	289	4	(	(	PUNCT
afs-72267	289	5	1975	1975	NUM
afs-72267	289	6	)	)	PUNCT
afs-72267	289	7	define	define	VERB
afs-72267	289	8	the	the	DET
afs-72267	289	9	external	external	ADJ
afs-72267	289	10	rate	rate	NOUN
afs-72267	289	11	of	of	ADP
afs-72267	289	12	return	return	NOUN
afs-72267	289	13	by	by	ADP
afs-72267	289	14	the	the	DET
afs-72267	289	15	formula	formula	NOUN
afs-72267	289	16	(	(	PUNCT
afs-72267	289	17	2.1	2.1	NUM
afs-72267	289	18	.	.	PUNCT
afs-72267	289	19	)	)	PUNCT
afs-72267	290	1	(	(	PUNCT
afs-72267	290	2	2.1	2.1	NUM
afs-72267	290	3	)	)	PUNCT
afs-72267	290	4	,	,	PUNCT
afs-72267	290	5	rc	rc	PROPN
afs-72267	290	6	=	=	PROPN
afs-72267	290	7	external	external	ADJ
afs-72267	290	8	rate	rate	NOUN
afs-72267	290	9	of	of	ADP
afs-72267	290	10	return	return	NOUN
afs-72267	290	11	p	p	NOUN
afs-72267	290	12	=	=	PUNCT
afs-72267	290	13	the	the	DET
afs-72267	290	14	value	value	NOUN
afs-72267	290	15	of	of	ADP
afs-72267	290	16	past	past	ADJ
afs-72267	290	17	returns	return	NOUN
afs-72267	290	18	f	f	NOUN
afs-72267	291	1	=	=	PUNCT
afs-72267	291	2	the	the	DET
afs-72267	291	3	value	value	NOUN
afs-72267	291	4	of	of	ADP
afs-72267	291	5	future	future	ADJ
afs-72267	291	6	returns	return	NOUN
afs-72267	291	7	c	c	NOUN
afs-72267	291	8	=	=	SYM
afs-72267	291	9	research	research	NOUN
afs-72267	291	10	expenditures	expenditure	NOUN
afs-72267	291	11	i	i	PRON
afs-72267	291	12	=	=	SYM
afs-72267	291	13	discount	discount	NOUN
afs-72267	291	14	rate	rate	NOUN
afs-72267	291	15	the	the	DET
afs-72267	291	16	external	external	ADJ
afs-72267	291	17	rate	rate	NOUN
afs-72267	291	18	of	of	ADP
afs-72267	291	19	return	return	NOUN
afs-72267	291	20	is	be	AUX
afs-72267	291	21	a	a	DET
afs-72267	291	22	subjective	subjective	ADJ
afs-72267	291	23	measure	measure	NOUN
afs-72267	291	24	because	because	SCONJ
afs-72267	291	25	it	it	PRON
afs-72267	291	26	depends	depend	VERB
afs-72267	291	27	on	on	ADP
afs-72267	291	28	the	the	DET
afs-72267	291	29	discount	discount	NOUN
afs-72267	291	30	rate	rate	NOUN
afs-72267	291	31	chosen	choose	VERB
afs-72267	291	32	.	.	PUNCT
afs-72267	292	1	the	the	DET
afs-72267	292	2	formula	formula	NOUN
afs-72267	292	3	(	(	PUNCT
afs-72267	292	4	2.1	2.1	NUM
afs-72267	292	5	)	)	PUNCT
afs-72267	292	6	can	can	AUX
afs-72267	292	7	be	be	AUX
afs-72267	292	8	applied	apply	VERB
afs-72267	292	9	to	to	ADP
afs-72267	292	10	petersons	peterson	NOUN
afs-72267	292	11	figures	figure	NOUN
afs-72267	292	12	in	in	ADP
afs-72267	292	13	table	table	NOUN
afs-72267	292	14	1	1	NUM
afs-72267	292	15	;	;	PUNCT
afs-72267	292	16	the	the	DET
afs-72267	292	17	result	result	NOUN
afs-72267	292	18	is	be	AUX
afs-72267	292	19	table	table	NOUN
afs-72267	292	20	2	2	NUM
afs-72267	292	21	.	.	PUNCT
afs-72267	293	1	the	the	DET
afs-72267	293	2	returns	return	NOUN
afs-72267	293	3	extend	extend	VERB
afs-72267	293	4	from	from	ADP
afs-72267	293	5	1937	1937	NUM
afs-72267	293	6	to	to	ADP
afs-72267	293	7	perpetuity	perpetuity	NOUN
afs-72267	293	8	,	,	PUNCT
afs-72267	293	9	the	the	DET
afs-72267	293	10	calculating	calculate	VERB
afs-72267	293	11	point	point	NOUN
afs-72267	293	12	in	in	ADP
afs-72267	293	13	time	time	NOUN
afs-72267	293	14	being	be	AUX
afs-72267	293	15	1967	1967	NUM
afs-72267	293	16	.	.	PUNCT
afs-72267	294	1	all	all	DET
afs-72267	294	2	research	research	NOUN
afs-72267	294	3	and	and	CCONJ
afs-72267	294	4	extension	extension	NOUN
afs-72267	294	5	costs	cost	NOUN
afs-72267	294	6	for	for	ADP
afs-72267	294	7	1910—1967	1910—1967	NUM
afs-72267	294	8	are	be	AUX
afs-72267	294	9	accumulated	accumulate	VERB
afs-72267	294	10	to	to	ADP
afs-72267	294	11	1967	1967	NUM
afs-72267	294	12	.	.	PUNCT
afs-72267	295	1	table	table	NOUN
afs-72267	295	2	2	2	NUM
afs-72267	295	3	.	.	X
afs-72267	295	4	calculation	calculation	NOUN
afs-72267	295	5	by	by	ADP
afs-72267	295	6	peterson	peterson	PROPN
afs-72267	295	7	(	(	PUNCT
afs-72267	295	8	1971	1971	NUM
afs-72267	295	9	)	)	PUNCT
afs-72267	295	10	of	of	ADP
afs-72267	295	11	the	the	DET
afs-72267	295	12	external	external	ADJ
afs-72267	295	13	rate	rate	NOUN
afs-72267	295	14	of	of	ADP
afs-72267	295	15	return	return	NOUN
afs-72267	295	16	,	,	PUNCT
afs-72267	295	17	usd	usd	NOUN
afs-72267	295	18	billions	billion	NOUN
afs-72267	295	19	.	.	PUNCT
afs-72267	296	1	1	1	X
afs-72267	296	2	.	.	NUM
afs-72267	296	3	cumulated	cumulate	VERB
afs-72267	296	4	past	past	ADJ
afs-72267	296	5	returns	return	NOUN
afs-72267	296	6	1,238	1,238	NUM
afs-72267	296	7	2	2	NUM
afs-72267	296	8	.	.	PUNCT
afs-72267	297	1	past	past	ADJ
afs-72267	297	2	returns	return	NOUN
afs-72267	297	3	as	as	ADP
afs-72267	297	4	an	an	DET
afs-72267	297	5	annual	annual	ADJ
afs-72267	297	6	flow	flow	NOUN
afs-72267	297	7	124	124	NUM
afs-72267	297	8	3	3	NUM
afs-72267	297	9	.	.	PUNCT
afs-72267	297	10	annual	annual	ADJ
afs-72267	297	11	future	future	ADJ
afs-72267	297	12	returns	return	NOUN
afs-72267	297	13	25	25	NUM
afs-72267	297	14	4	4	NUM
afs-72267	297	15	.	.	PUNCT
afs-72267	297	16	total	total	ADJ
afs-72267	297	17	annual	annual	ADJ
afs-72267	297	18	return	return	NOUN
afs-72267	297	19	(	(	PUNCT
afs-72267	297	20	2	2	NUM
afs-72267	297	21	+3	+3	NOUN
afs-72267	297	22	)	)	PUNCT
afs-72267	297	23	149	149	NUM
afs-72267	297	24	5	5	NUM
afs-72267	297	25	.	.	PUNCT
afs-72267	297	26	cumulated	cumulate	VERB
afs-72267	297	27	past	past	ADP
afs-72267	297	28	research	research	NOUN
afs-72267	297	29	expenditures	expenditure	NOUN
afs-72267	297	30	200	200	NUM
afs-72267	297	31	6	6	NUM
afs-72267	297	32	.	.	PUNCT
afs-72267	298	1	external	external	ADJ
afs-72267	298	2	rate	rate	NOUN
afs-72267	298	3	of	of	ADP
afs-72267	298	4	return	return	NOUN
afs-72267	298	5	(	(	PUNCT
afs-72267	298	6	100	100	NUM
afs-72267	298	7	x	x	SYM
afs-72267	298	8	4/5	4/5	NUM
afs-72267	298	9	)	)	PUNCT
afs-72267	298	10	75	75	NUM
afs-72267	298	11	«	«	PUNCT
afs-72267	298	12	to	to	ADP
afs-72267	298	13	an	an	DET
afs-72267	298	14	external	external	ADJ
afs-72267	298	15	rate	rate	NOUN
afs-72267	298	16	of	of	ADP
afs-72267	298	17	return	return	NOUN
afs-72267	298	18	of	of	ADP
afs-72267	298	19	75	75	NUM
afs-72267	298	20	%	%	NOUN
afs-72267	298	21	is	be	AUX
afs-72267	298	22	obtained	obtain	VERB
afs-72267	298	23	.	.	PUNCT
afs-72267	299	1	this	this	PRON
afs-72267	299	2	should	should	AUX
afs-72267	299	3	be	be	AUX
afs-72267	299	4	interpreted	interpret	VERB
afs-72267	299	5	to	to	PART
afs-72267	299	6	mean	mean	VERB
afs-72267	299	7	that	that	SCONJ
afs-72267	299	8	the	the	DET
afs-72267	299	9	invested	invest	VERB
afs-72267	299	10	research	research	NOUN
afs-72267	299	11	expenditures	expenditure	NOUN
afs-72267	299	12	have	have	AUX
afs-72267	299	13	returned	return	VERB
afs-72267	299	14	to	to	ADP
afs-72267	299	15	society	society	NOUN
afs-72267	299	16	at	at	ADP
afs-72267	299	17	an	an	DET
afs-72267	299	18	annual	annual	ADJ
afs-72267	299	19	rate	rate	NOUN
afs-72267	299	20	of	of	ADP
afs-72267	299	21	10	10	NUM
afs-72267	299	22	%	%	NOUN
afs-72267	299	23	until	until	ADP
afs-72267	299	24	1967	1967	NUM
afs-72267	299	25	.	.	PUNCT
afs-72267	300	1	from	from	ADP
afs-72267	300	2	now	now	ADV
afs-72267	300	3	on	on	ADV
afs-72267	300	4	,	,	PUNCT
afs-72267	300	5	each	each	DET
afs-72267	300	6	dollar	dollar	NOUN
afs-72267	300	7	invested	invest	VERB
afs-72267	300	8	in	in	ADP
afs-72267	300	9	1910—1967	1910—1967	NUM
afs-72267	300	10	will	will	AUX
afs-72267	300	11	yield	yield	VERB
afs-72267	300	12	75	75	NUM
afs-72267	300	13	%	%	NOUN
afs-72267	300	14	annually	annually	ADV
afs-72267	300	15	by	by	ADP
afs-72267	300	16	saved	save	VERB
afs-72267	300	17	inputs	input	NOUN
afs-72267	300	18	(	(	PUNCT
afs-72267	300	19	peterson	peterson	NOUN
afs-72267	300	20	1971	1971	NUM
afs-72267	300	21	)	)	PUNCT
afs-72267	300	22	.	.	PUNCT
afs-72267	301	1	hayami	hayami	NOUN
afs-72267	301	2	and	and	CCONJ
afs-72267	301	3	ruttan	ruttan	PROPN
afs-72267	301	4	(	(	PUNCT
afs-72267	301	5	1971	1971	NUM
afs-72267	301	6	,	,	PUNCT
afs-72267	301	7	p.	p.	NOUN
afs-72267	301	8	41	41	NUM
afs-72267	301	9	)	)	PUNCT
afs-72267	301	10	present	present	VERB
afs-72267	301	11	a	a	DET
afs-72267	301	12	formula	formula	NOUN
afs-72267	301	13	for	for	ADP
afs-72267	301	14	converting	convert	VERB
afs-72267	301	15	the	the	DET
afs-72267	301	16	external	external	ADJ
afs-72267	301	17	rate	rate	NOUN
afs-72267	301	18	of	of	ADP
afs-72267	301	19	return	return	NOUN
afs-72267	301	20	to	to	ADP
afs-72267	301	21	a	a	DET
afs-72267	301	22	benefit	benefit	NOUN
afs-72267	301	23	/	/	SYM
afs-72267	301	24	cost	cost	NOUN
afs-72267	301	25	ratio	ratio	NOUN
afs-72267	301	26	.	.	PUNCT
afs-72267	302	1	annual	annual	ADJ
afs-72267	302	2	rate	rate	NOUN
afs-72267	302	3	of	of	ADP
afs-72267	302	4	returnbenefit	returnbenefit	NOUN
afs-72267	302	5	/	/	SYM
afs-72267	302	6	cost	cost	NOUN
afs-72267	302	7	ratio	ratio	NOUN
afs-72267	302	8	=	=	NOUN
afs-72267	302	9	100	100	NUM
afs-72267	302	10	interest	interest	NOUN
afs-72267	302	11	rate	rate	NOUN
afs-72267	302	12	the	the	DET
afs-72267	302	13	external	external	ADJ
afs-72267	302	14	rate	rate	NOUN
afs-72267	302	15	of	of	ADP
afs-72267	302	16	return	return	NOUN
afs-72267	302	17	can	can	AUX
afs-72267	302	18	thus	thus	ADV
afs-72267	302	19	be	be	AUX
afs-72267	302	20	interpreted	interpret	VERB
afs-72267	302	21	closely	closely	ADV
afs-72267	302	22	to	to	ADP
afs-72267	302	23	a	a	DET
afs-72267	302	24	benefit	benefit	NOUN
afs-72267	302	25	/	/	SYM
afs-72267	302	26	cost	cost	NOUN
afs-72267	302	27	ratio	ratio	NOUN
afs-72267	302	28	(	(	PUNCT
afs-72267	302	29	griliches	griliche	NOUN
afs-72267	302	30	1958	1958	NUM
afs-72267	302	31	)	)	PUNCT
afs-72267	302	32	.	.	PUNCT
afs-72267	303	1	the	the	DET
afs-72267	303	2	external	external	ADJ
afs-72267	303	3	rate	rate	NOUN
afs-72267	303	4	of	of	ADP
afs-72267	303	5	return	return	NOUN
afs-72267	303	6	above	above	ADP
afs-72267	303	7	of	of	ADP
afs-72267	303	8	75	75	NUM
afs-72267	303	9	%	%	NOUN
afs-72267	303	10	and	and	CCONJ
afs-72267	303	11	a	a	DET
afs-72267	303	12	discount	discount	NOUN
afs-72267	303	13	rate	rate	NOUN
afs-72267	303	14	of	of	ADP
afs-72267	303	15	10	10	NUM
afs-72267	303	16	%	%	NOUN
afs-72267	303	17	equal	equal	ADJ
afs-72267	303	18	a	a	DET
afs-72267	303	19	benefit	benefit	NOUN
afs-72267	303	20	/	/	SYM
afs-72267	303	21	cost	cost	NOUN
afs-72267	303	22	ratio	ratio	NOUN
afs-72267	303	23	of	of	ADP
afs-72267	303	24	0.75	0.75	NUM
afs-72267	303	25	.	.	PUNCT
afs-72267	304	1	critical	critical	ADJ
afs-72267	304	2	questions	question	NOUN
afs-72267	304	3	are	be	AUX
afs-72267	304	4	whether	whether	SCONJ
afs-72267	304	5	the	the	DET
afs-72267	304	6	value	value	NOUN
afs-72267	304	7	of	of	ADP
afs-72267	304	8	inputs	input	NOUN
afs-72267	304	9	saved	save	VERB
afs-72267	304	10	are	be	AUX
afs-72267	304	11	due	due	ADJ
afs-72267	304	12	only	only	ADV
afs-72267	304	13	to	to	PART
afs-72267	304	14	research	research	VERB
afs-72267	304	15	,	,	PUNCT
afs-72267	304	16	and	and	CCONJ
afs-72267	304	17	if	if	SCONJ
afs-72267	304	18	they	they	PRON
afs-72267	304	19	can	can	AUX
afs-72267	304	20	be	be	AUX
afs-72267	304	21	thought	think	VERB
afs-72267	304	22	of	of	ADP
afs-72267	304	23	as	as	ADP
afs-72267	304	24	extending	extend	VERB
afs-72267	304	25	to	to	ADP
afs-72267	304	26	perpetuity	perpetuity	NOUN
afs-72267	304	27	?	?	PUNCT
afs-72267	305	1	according	accord	VERB
afs-72267	305	2	to	to	ADP
afs-72267	305	3	peterson	peterson	PROPN
afs-72267	305	4	(	(	PUNCT
afs-72267	305	5	1971	1971	NUM
afs-72267	305	6	)	)	PUNCT
afs-72267	305	7	,	,	PUNCT
afs-72267	305	8	the	the	DET
afs-72267	305	9	internal	internal	ADJ
afs-72267	305	10	rate	rate	NOUN
afs-72267	305	11	of	of	ADP
afs-72267	305	12	return	return	NOUN
afs-72267	305	13	can	can	AUX
afs-72267	305	14	be	be	AUX
afs-72267	305	15	defined	define	VERB
afs-72267	305	16	as	as	ADP
afs-72267	305	17	the	the	DET
afs-72267	305	18	rate	rate	NOUN
afs-72267	305	19	of	of	ADP
afs-72267	305	20	interest	interest	NOUN
afs-72267	305	21	that	that	PRON
afs-72267	305	22	makes	make	VERB
afs-72267	305	23	the	the	DET
afs-72267	305	24	accumulated	accumulate	VERB
afs-72267	305	25	present	present	ADJ
afs-72267	305	26	value	value	NOUN
afs-72267	305	27	of	of	ADP
afs-72267	305	28	the	the	DET
afs-72267	305	29	flow	flow	NOUN
afs-72267	305	30	of	of	ADP
afs-72267	305	31	costs	cost	NOUN
afs-72267	305	32	equal	equal	ADJ
afs-72267	305	33	to	to	ADP
afs-72267	305	34	the	the	DET
afs-72267	305	35	discounted	discount	VERB
afs-72267	305	36	present	present	ADJ
afs-72267	305	37	value	value	NOUN
afs-72267	305	38	of	of	ADP
afs-72267	305	39	the	the	DET
afs-72267	305	40	flow	flow	NOUN
afs-72267	305	41	of	of	ADP
afs-72267	305	42	returns	return	NOUN
afs-72267	305	43	,	,	PUNCT
afs-72267	305	44	at	at	ADP
afs-72267	305	45	a	a	DET
afs-72267	305	46	given	give	VERB
afs-72267	305	47	point	point	NOUN
afs-72267	305	48	in	in	ADP
afs-72267	305	49	time	time	NOUN
afs-72267	305	50	.	.	PUNCT
afs-72267	306	1	another	another	DET
afs-72267	306	2	formulation	formulation	NOUN
afs-72267	306	3	of	of	ADP
afs-72267	306	4	the	the	DET
afs-72267	306	5	internal	internal	ADJ
afs-72267	306	6	rate	rate	NOUN
afs-72267	306	7	of	of	ADP
afs-72267	306	8	return	return	NOUN
afs-72267	306	9	is	be	AUX
afs-72267	306	10	the	the	DET
afs-72267	306	11	rate	rate	NOUN
afs-72267	306	12	of	of	ADP
afs-72267	306	13	return	return	NOUN
afs-72267	306	14	for	for	ADP
afs-72267	306	15	which	which	PRON
afs-72267	306	16	the	the	DET
afs-72267	306	17	b	b	NOUN
afs-72267	306	18	/	/	SYM
afs-72267	306	19	c	c	NOUN
afs-72267	306	20	ratio	ratio	NOUN
afs-72267	306	21	=	=	NOUN
afs-72267	306	22	l.	l.	X
afs-72267	306	23	the	the	DET
afs-72267	306	24	internal	internal	ADJ
afs-72267	306	25	rate	rate	NOUN
afs-72267	306	26	of	of	ADP
afs-72267	306	27	return	return	NOUN
afs-72267	306	28	can	can	AUX
afs-72267	306	29	be	be	AUX
afs-72267	306	30	calculated	calculate	VERB
afs-72267	306	31	from	from	ADP
afs-72267	306	32	the	the	DET
afs-72267	306	33	formula	formula	NOUN
afs-72267	306	34	(	(	PUNCT
afs-72267	306	35	akino	akino	NOUN
afs-72267	306	36	and	and	CCONJ
afs-72267	306	37	hayami	hayami	NOUN
afs-72267	306	38	1975	1975	NUM
afs-72267	306	39	):	):	PUNCT
afs-72267	306	40	(	(	PUNCT
afs-72267	306	41	2.2	2.2	NUM
afs-72267	306	42	)	)	PUNCT
afs-72267	307	1	i	i	NOUN
afs-72267	307	2	=	=	SYM
afs-72267	307	3	0	0	NUM
afs-72267	307	4	•=	•=	NOUN
afs-72267	308	1	o	o	NOUN
afs-72267	308	2	(	(	PUNCT
afs-72267	308	3	i	i	PRON
afs-72267	308	4	+	+	X
afs-72267	308	5	rj	rj	PROPN
afs-72267	308	6	)	)	PUNCT
afs-72267	308	7	‘	'	PUNCT
afs-72267	308	8	r	r	NOUN
afs-72267	308	9	,	,	PUNCT
afs-72267	308	10	=	=	PUNCT
afs-72267	308	11	the	the	DET
afs-72267	308	12	social	social	ADJ
afs-72267	308	13	benefit	benefit	NOUN
afs-72267	308	14	(	(	PUNCT
afs-72267	308	15	return	return	NOUN
afs-72267	308	16	)	)	PUNCT
afs-72267	308	17	in	in	ADP
afs-72267	308	18	year	year	NOUN
afs-72267	308	19	t	t	NOUN
afs-72267	308	20	c	c	NOUN
afs-72267	308	21	,	,	PUNCT
afs-72267	308	22	=	=	PUNCT
afs-72267	308	23	the	the	DET
afs-72267	308	24	research	research	NOUN
afs-72267	308	25	cost	cost	NOUN
afs-72267	308	26	in	in	ADP
afs-72267	308	27	year	year	NOUN
afs-72267	308	28	t	t	PROPN
afs-72267	308	29	t	t	PROPN
afs-72267	308	30	=	=	PUNCT
afs-72267	308	31	the	the	DET
afs-72267	308	32	year	year	NOUN
afs-72267	308	33	the	the	DET
afs-72267	308	34	research	research	NOUN
afs-72267	308	35	ceases	cease	VERB
afs-72267	308	36	to	to	PART
afs-72267	308	37	produce	produce	VERB
afs-72267	308	38	returns	return	NOUN
afs-72267	308	39	r	r	NOUN
afs-72267	308	40	,	,	PUNCT
afs-72267	308	41	=	=	PUNCT
afs-72267	308	42	the	the	DET
afs-72267	308	43	internal	internal	ADJ
afs-72267	308	44	rate	rate	NOUN
afs-72267	308	45	of	of	ADP
afs-72267	308	46	return	return	NOUN
afs-72267	308	47	if	if	SCONJ
afs-72267	308	48	we	we	PRON
afs-72267	308	49	know	know	VERB
afs-72267	308	50	r	r	NOUN
afs-72267	308	51	,	,	PUNCT
afs-72267	308	52	and	and	CCONJ
afs-72267	308	53	c	c	X
afs-72267	308	54	„	„	PUNCT
afs-72267	308	55	then	then	ADV
afs-72267	308	56	we	we	PRON
afs-72267	308	57	are	be	AUX
afs-72267	308	58	also	also	ADV
afs-72267	308	59	able	able	ADJ
afs-72267	308	60	to	to	PART
afs-72267	308	61	calculate	calculate	VERB
afs-72267	308	62	t|	t|	PROPN
afs-72267	308	63	.	.	PUNCT
afs-72267	309	1	for	for	ADP
afs-72267	309	2	a	a	DET
afs-72267	309	3	given	give	VERB
afs-72267	309	4	interest	interest	NOUN
afs-72267	309	5	rate	rate	NOUN
afs-72267	309	6	,	,	PUNCT
afs-72267	309	7	the	the	DET
afs-72267	309	8	discounted	discount	VERB
afs-72267	309	9	flow	flow	NOUN
afs-72267	309	10	of	of	ADP
afs-72267	309	11	returns	return	NOUN
afs-72267	309	12	is	be	AUX
afs-72267	309	13	equal	equal	ADJ
afs-72267	309	14	to	to	ADP
afs-72267	309	15	the	the	DET
afs-72267	309	16	discounted	discount	VERB
afs-72267	309	17	flow	flow	NOUN
afs-72267	309	18	of	of	ADP
afs-72267	309	19	costs	cost	NOUN
afs-72267	309	20	.	.	PUNCT
afs-72267	310	1	this	this	DET
afs-72267	310	2	interest	interest	NOUN
afs-72267	310	3	rate	rate	NOUN
afs-72267	310	4	r	r	NOUN
afs-72267	310	5	,	,	PUNCT
afs-72267	310	6	is	be	AUX
afs-72267	310	7	to	to	PART
afs-72267	310	8	be	be	AUX
afs-72267	310	9	interpreted	interpret	VERB
afs-72267	310	10	to	to	PART
afs-72267	310	11	mean	mean	VERB
afs-72267	310	12	that	that	SCONJ
afs-72267	310	13	every	every	DET
afs-72267	310	14	unit	unit	NOUN
afs-72267	310	15	of	of	ADP
afs-72267	310	16	investment	investment	NOUN
afs-72267	310	17	has	have	AUX
afs-72267	310	18	,	,	PUNCT
afs-72267	310	19	on	on	ADP
afs-72267	310	20	average	average	ADJ
afs-72267	310	21	,	,	PUNCT
afs-72267	310	22	returned	return	VERB
afs-72267	310	23	by	by	ADP
afs-72267	310	24	q	q	PROPN
afs-72267	310	25	per	per	ADP
afs-72267	310	26	cent	cent	NOUN
afs-72267	310	27	annually	annually	ADV
afs-72267	310	28	above	above	ADP
afs-72267	310	29	the	the	DET
afs-72267	310	30	rate	rate	NOUN
afs-72267	310	31	of	of	ADP
afs-72267	310	32	inflation	inflation	NOUN
afs-72267	310	33	from	from	ADP
afs-72267	310	34	the	the	DET
afs-72267	310	35	moment	moment	NOUN
afs-72267	310	36	the	the	DET
afs-72267	310	37	investment	investment	NOUN
afs-72267	310	38	was	be	AUX
afs-72267	310	39	made	make	VERB
afs-72267	310	40	(	(	PUNCT
afs-72267	310	41	zentner	zentner	NOUN
afs-72267	310	42	and	and	CCONJ
afs-72267	310	43	peterson	peterson	PROPN
afs-72267	310	44	1984	1984	NUM
afs-72267	310	45	)	)	PUNCT
afs-72267	310	46	.	.	PUNCT
afs-72267	311	1	it	it	PRON
afs-72267	311	2	is	be	AUX
afs-72267	311	3	important	important	ADJ
afs-72267	311	4	to	to	PART
afs-72267	311	5	note	note	VERB
afs-72267	311	6	that	that	SCONJ
afs-72267	311	7	the	the	DET
afs-72267	311	8	internal	internal	ADJ
afs-72267	311	9	rate	rate	NOUN
afs-72267	311	10	of	of	ADP
afs-72267	311	11	return	return	NOUN
afs-72267	311	12	is	be	AUX
afs-72267	311	13	sensitive	sensitive	ADJ
afs-72267	311	14	to	to	ADP
afs-72267	311	15	the	the	DET
afs-72267	311	16	length	length	NOUN
afs-72267	311	17	of	of	ADP
afs-72267	311	18	the	the	DET
afs-72267	311	19	studied	studied	ADJ
afs-72267	311	20	period	period	NOUN
afs-72267	311	21	.	.	PUNCT
afs-72267	312	1	peterson	peterson	PROPN
afs-72267	312	2	observed	observe	VERB
afs-72267	312	3	that	that	SCONJ
afs-72267	312	4	if	if	SCONJ
afs-72267	312	5	the	the	DET
afs-72267	312	6	figures	figure	NOUN
afs-72267	312	7	in	in	ADP
afs-72267	312	8	table	table	NOUN
afs-72267	312	9	1	1	NUM
afs-72267	312	10	are	be	AUX
afs-72267	312	11	applied	apply	VERB
afs-72267	312	12	to	to	ADP
afs-72267	312	13	the	the	DET
afs-72267	312	14	formula	formula	NOUN
afs-72267	312	15	of	of	ADP
afs-72267	312	16	the	the	DET
afs-72267	312	17	internal	internal	ADJ
afs-72267	312	18	rate	rate	NOUN
afs-72267	312	19	of	of	ADP
afs-72267	312	20	return	return	NOUN
afs-72267	312	21	,	,	PUNCT
afs-72267	312	22	the	the	DET
afs-72267	312	23	returns	return	NOUN
afs-72267	312	24	were	be	AUX
afs-72267	312	25	negative	negative	ADJ
afs-72267	312	26	for	for	ADP
afs-72267	312	27	1910—1937	1910—1937	NUM
afs-72267	312	28	and	and	CCONJ
afs-72267	312	29	positive	positive	ADJ
afs-72267	312	30	for	for	ADP
afs-72267	312	31	1937—1967	1937—1967	NUM
afs-72267	312	32	.	.	PUNCT
afs-72267	313	1	the	the	DET
afs-72267	313	2	average	average	ADJ
afs-72267	313	3	internal	internal	ADJ
afs-72267	313	4	rate	rate	NOUN
afs-72267	313	5	of	of	ADP
afs-72267	313	6	return	return	NOUN
afs-72267	313	7	for	for	ADP
afs-72267	313	8	this	this	DET
afs-72267	313	9	period	period	NOUN
afs-72267	313	10	was	be	AUX
afs-72267	313	11	19	19	NUM
afs-72267	313	12	%	%	NOUN
afs-72267	313	13	,	,	PUNCT
afs-72267	313	14	clearly	clearly	ADV
afs-72267	313	15	less	less	ADJ
afs-72267	313	16	than	than	ADP
afs-72267	313	17	the	the	DET
afs-72267	313	18	75	75	NUM
afs-72267	313	19	%	%	NOUN
afs-72267	313	20	external	external	ADJ
afs-72267	313	21	rate	rate	NOUN
afs-72267	313	22	of	of	ADP
afs-72267	313	23	return	return	NOUN
afs-72267	313	24	.	.	PUNCT
afs-72267	314	1	this	this	DET
afs-72267	314	2	discrepancy	discrepancy	NOUN
afs-72267	314	3	is	be	AUX
afs-72267	314	4	due	due	ADJ
afs-72267	314	5	to	to	ADP
afs-72267	314	6	the	the	DET
afs-72267	314	7	sensitivity	sensitivity	NOUN
afs-72267	314	8	of	of	ADP
afs-72267	314	9	the	the	DET
afs-72267	314	10	rate	rate	NOUN
afs-72267	314	11	of	of	ADP
afs-72267	314	12	return	return	NOUN
afs-72267	314	13	to	to	ADP
afs-72267	314	14	the	the	DET
afs-72267	314	15	length	length	NOUN
afs-72267	314	16	of	of	ADP
afs-72267	314	17	the	the	DET
afs-72267	314	18	period	period	NOUN
afs-72267	314	19	.	.	PUNCT
afs-72267	315	1	during	during	ADP
afs-72267	315	2	1910—37	1910—37	NUM
afs-72267	315	3	costs	cost	NOUN
afs-72267	315	4	were	be	AUX
afs-72267	315	5	also	also	ADV
afs-72267	315	6	included	include	VERB
afs-72267	315	7	but	but	CCONJ
afs-72267	315	8	no	no	DET
afs-72267	315	9	returns	return	NOUN
afs-72267	315	10	were	be	AUX
afs-72267	315	11	ob266	ob266	PROPN
afs-72267	315	12	2	2	NUM
afs-72267	315	13	tained	taine	VERB
afs-72267	315	14	,	,	PUNCT
afs-72267	315	15	obviously	obviously	ADV
afs-72267	315	16	because	because	SCONJ
afs-72267	315	17	of	of	ADP
afs-72267	315	18	a	a	DET
afs-72267	315	19	long	long	ADJ
afs-72267	315	20	lag	lag	NOUN
afs-72267	315	21	between	between	ADP
afs-72267	315	22	investment	investment	NOUN
afs-72267	315	23	and	and	CCONJ
afs-72267	315	24	visible	visible	ADJ
afs-72267	315	25	results	result	NOUN
afs-72267	315	26	in	in	ADP
afs-72267	315	27	productivity	productivity	NOUN
afs-72267	315	28	ratios	ratio	NOUN
afs-72267	315	29	.	.	PUNCT
afs-72267	316	1	evenson	evenson	PROPN
afs-72267	316	2	(	(	PUNCT
afs-72267	316	3	1977	1977	NUM
afs-72267	316	4	,	,	PUNCT
afs-72267	316	5	p.239	p.239	NUM
afs-72267	316	6	,	,	PUNCT
afs-72267	316	7	245	245	NUM
afs-72267	316	8	)	)	PUNCT
afs-72267	316	9	calls	call	VERB
afs-72267	316	10	it	it	PRON
afs-72267	316	11	a	a	DET
afs-72267	316	12	serious	serious	ADJ
afs-72267	316	13	matter	matter	NOUN
afs-72267	316	14	that	that	SCONJ
afs-72267	316	15	some	some	PRON
afs-72267	316	16	of	of	ADP
afs-72267	316	17	the	the	DET
afs-72267	316	18	estimates	estimate	NOUN
afs-72267	316	19	of	of	ADP
afs-72267	316	20	the	the	DET
afs-72267	316	21	returns	return	NOUN
afs-72267	316	22	from	from	ADP
afs-72267	316	23	research	research	NOUN
afs-72267	316	24	have	have	AUX
afs-72267	316	25	been	be	AUX
afs-72267	316	26	derived	derive	VERB
afs-72267	316	27	through	through	ADP
afs-72267	316	28	the	the	DET
afs-72267	316	29	use	use	NOUN
afs-72267	316	30	of	of	ADP
afs-72267	316	31	systematic	systematic	ADJ
afs-72267	316	32	econometric	econometric	ADJ
afs-72267	316	33	formulations	formulation	NOUN
afs-72267	316	34	.	.	PUNCT
afs-72267	317	1	he	he	PRON
afs-72267	317	2	argues	argue	VERB
afs-72267	317	3	that	that	SCONJ
afs-72267	317	4	rates	rate	NOUN
afs-72267	317	5	of	of	ADP
afs-72267	317	6	returns	return	NOUN
afs-72267	317	7	must	must	AUX
afs-72267	317	8	be	be	AUX
afs-72267	317	9	seen	see	VERB
afs-72267	317	10	in	in	ADP
afs-72267	317	11	a	a	DET
afs-72267	317	12	systematic	systematic	ADJ
afs-72267	317	13	context	context	NOUN
afs-72267	317	14	and	and	CCONJ
afs-72267	317	15	that	that	SCONJ
afs-72267	317	16	overvalued	overvalue	VERB
afs-72267	317	17	estimates	estimate	NOUN
afs-72267	317	18	of	of	ADP
afs-72267	317	19	the	the	DET
afs-72267	317	20	returns	return	NOUN
afs-72267	317	21	have	have	AUX
afs-72267	317	22	often	often	ADV
afs-72267	317	23	been	be	AUX
afs-72267	317	24	reported	report	VERB
afs-72267	317	25	.	.	PUNCT
afs-72267	318	1	he	he	PRON
afs-72267	318	2	claims	claim	VERB
afs-72267	318	3	it	it	PRON
afs-72267	318	4	is	be	AUX
afs-72267	318	5	necessary	necessary	ADJ
afs-72267	318	6	to	to	PART
afs-72267	318	7	supplement	supplement	VERB
afs-72267	318	8	the	the	DET
afs-72267	318	9	calculations	calculation	NOUN
afs-72267	318	10	of	of	ADP
afs-72267	318	11	rates	rate	NOUN
afs-72267	318	12	of	of	ADP
afs-72267	318	13	return	return	NOUN
afs-72267	318	14	with	with	ADP
afs-72267	318	15	other	other	ADJ
afs-72267	318	16	information	information	NOUN
afs-72267	318	17	.	.	PUNCT
afs-72267	319	1	yet	yet	CCONJ
afs-72267	319	2	the	the	DET
afs-72267	319	3	average	average	ADJ
afs-72267	319	4	rate	rate	NOUN
afs-72267	319	5	of	of	ADP
afs-72267	319	6	return	return	NOUN
afs-72267	319	7	,	,	PUNCT
afs-72267	319	8	which	which	PRON
afs-72267	319	9	preceding	precede	VERB
afs-72267	319	10	formulas	formula	NOUN
afs-72267	319	11	(	(	PUNCT
afs-72267	319	12	2.1	2.1	NUM
afs-72267	319	13	)	)	PUNCT
afs-72267	319	14	and	and	CCONJ
afs-72267	319	15	(	(	PUNCT
afs-72267	319	16	2.2	2.2	NUM
afs-72267	319	17	)	)	PUNCT
afs-72267	319	18	both	both	DET
afs-72267	319	19	measure	measure	NOUN
afs-72267	319	20	,	,	PUNCT
afs-72267	319	21	is	be	AUX
afs-72267	319	22	meaningful	meaningful	ADJ
afs-72267	319	23	only	only	ADV
afs-72267	319	24	in	in	ADP
afs-72267	319	25	a	a	DET
afs-72267	319	26	historical	historical	ADJ
afs-72267	319	27	sense	sense	NOUN
afs-72267	319	28	.	.	PUNCT
afs-72267	320	1	the	the	DET
afs-72267	320	2	relevant	relevant	ADJ
afs-72267	320	3	measure	measure	NOUN
afs-72267	320	4	to	to	PART
afs-72267	320	5	research	research	NOUN
afs-72267	320	6	policy	policy	NOUN
afs-72267	320	7	is	be	AUX
afs-72267	320	8	,	,	PUNCT
afs-72267	320	9	in	in	ADP
afs-72267	320	10	his	his	PRON
afs-72267	320	11	opinon	opinon	NOUN
afs-72267	320	12	,	,	PUNCT
afs-72267	320	13	not	not	PART
afs-72267	320	14	the	the	DET
afs-72267	320	15	average	average	NOUN
afs-72267	320	16	but	but	CCONJ
afs-72267	320	17	the	the	DET
afs-72267	320	18	more	more	ADV
afs-72267	320	19	conventional	conventional	ADJ
afs-72267	320	20	marginal	marginal	ADJ
afs-72267	320	21	product	product	NOUN
afs-72267	320	22	of	of	ADP
afs-72267	320	23	research	research	NOUN
afs-72267	320	24	.	.	PUNCT
afs-72267	321	1	the	the	DET
afs-72267	321	2	marginal	marginal	ADJ
afs-72267	321	3	product	product	NOUN
afs-72267	321	4	tells	tell	VERB
afs-72267	321	5	us	we	PRON
afs-72267	321	6	the	the	DET
afs-72267	321	7	additional	additional	ADJ
afs-72267	321	8	productivity	productivity	NOUN
afs-72267	321	9	or	or	CCONJ
afs-72267	321	10	production	production	NOUN
afs-72267	321	11	gain	gain	NOUN
afs-72267	321	12	for	for	ADP
afs-72267	321	13	one	one	NUM
afs-72267	321	14	more	more	ADJ
afs-72267	321	15	unit	unit	NOUN
afs-72267	321	16	invested	invest	VERB
afs-72267	321	17	in	in	ADP
afs-72267	321	18	agricultural	agricultural	ADJ
afs-72267	321	19	research	research	NOUN
afs-72267	321	20	.	.	PUNCT
afs-72267	322	1	the	the	DET
afs-72267	322	2	marginal	marginal	ADJ
afs-72267	322	3	product	product	NOUN
afs-72267	322	4	is	be	AUX
afs-72267	322	5	easily	easily	ADV
afs-72267	322	6	converted	convert	VERB
afs-72267	322	7	into	into	ADP
afs-72267	322	8	a	a	DET
afs-72267	322	9	marginal	marginal	ADJ
afs-72267	322	10	rate	rate	NOUN
afs-72267	322	11	of	of	ADP
afs-72267	322	12	return	return	NOUN
afs-72267	322	13	in	in	ADP
afs-72267	322	14	production	production	NOUN
afs-72267	322	15	function	function	NOUN
afs-72267	322	16	analysis	analysis	NOUN
afs-72267	322	17	.	.	PUNCT
afs-72267	323	1	the	the	DET
afs-72267	323	2	partial	partial	ADJ
afs-72267	323	3	regression	regression	NOUN
afs-72267	323	4	coefficients	coefficient	NOUN
afs-72267	323	5	give	give	VERB
afs-72267	323	6	us	we	PRON
afs-72267	323	7	information	information	NOUN
afs-72267	323	8	about	about	ADP
afs-72267	323	9	the	the	DET
afs-72267	323	10	elasticity	elasticity	NOUN
afs-72267	323	11	of	of	ADP
afs-72267	323	12	research	research	NOUN
afs-72267	323	13	.	.	PUNCT
afs-72267	324	1	according	accord	VERB
afs-72267	324	2	to	to	ADP
afs-72267	324	3	evenson	evenson	PROPN
afs-72267	324	4	(	(	PUNCT
afs-72267	324	5	1977	1977	NUM
afs-72267	324	6	)	)	PUNCT
afs-72267	324	7	,	,	PUNCT
afs-72267	324	8	production	production	NOUN
afs-72267	324	9	function	function	NOUN
afs-72267	324	10	analysis	analysis	NOUN
afs-72267	324	11	should	should	AUX
afs-72267	324	12	be	be	AUX
afs-72267	324	13	less	less	ADV
afs-72267	324	14	subject	subject	ADJ
afs-72267	324	15	to	to	ADP
afs-72267	324	16	error	error	NOUN
afs-72267	324	17	than	than	ADP
afs-72267	324	18	the	the	DET
afs-72267	324	19	welfare	welfare	NOUN
afs-72267	324	20	economics	economic	NOUN
afs-72267	324	21	approach	approach	NOUN
afs-72267	324	22	.	.	PUNCT
afs-72267	325	1	in	in	ADP
afs-72267	325	2	order	order	NOUN
afs-72267	325	3	to	to	PART
afs-72267	325	4	assess	assess	VERB
afs-72267	325	5	the	the	DET
afs-72267	325	6	returns	return	NOUN
afs-72267	325	7	from	from	ADP
afs-72267	325	8	research	research	NOUN
afs-72267	325	9	,	,	PUNCT
afs-72267	325	10	a	a	DET
afs-72267	325	11	lag	lag	NOUN
afs-72267	325	12	structure	structure	NOUN
afs-72267	325	13	should	should	AUX
afs-72267	325	14	be	be	AUX
afs-72267	325	15	involved	involve	VERB
afs-72267	325	16	in	in	ADP
afs-72267	325	17	the	the	DET
afs-72267	325	18	context	context	NOUN
afs-72267	325	19	of	of	ADP
afs-72267	325	20	a	a	DET
afs-72267	325	21	production	production	NOUN
afs-72267	325	22	function	function	NOUN
afs-72267	325	23	analysis	analysis	NOUN
afs-72267	325	24	.	.	PUNCT
afs-72267	326	1	research	research	NOUN
afs-72267	326	2	does	do	AUX
afs-72267	326	3	not	not	PART
afs-72267	326	4	yield	yield	VERB
afs-72267	326	5	returns	return	NOUN
afs-72267	326	6	immediately	immediately	ADV
afs-72267	326	7	but	but	CCONJ
afs-72267	326	8	only	only	ADV
afs-72267	326	9	after	after	ADP
afs-72267	326	10	a	a	DET
afs-72267	326	11	number	number	NOUN
afs-72267	326	12	of	of	ADP
afs-72267	326	13	years	year	NOUN
afs-72267	326	14	,	,	PUNCT
afs-72267	326	15	when	when	SCONJ
afs-72267	326	16	the	the	DET
afs-72267	326	17	results	result	NOUN
afs-72267	326	18	are	be	AUX
afs-72267	326	19	applied	apply	VERB
afs-72267	326	20	to	to	ADP
afs-72267	326	21	the	the	DET
afs-72267	326	22	production	production	NOUN
afs-72267	326	23	process	process	NOUN
afs-72267	326	24	.	.	PUNCT
afs-72267	327	1	the	the	DET
afs-72267	327	2	length	length	NOUN
afs-72267	327	3	of	of	ADP
afs-72267	327	4	this	this	DET
afs-72267	327	5	lag	lag	NOUN
afs-72267	327	6	varies	varie	NOUN
afs-72267	327	7	,	,	PUNCT
afs-72267	327	8	depending	depend	VERB
afs-72267	327	9	on	on	ADP
afs-72267	327	10	the	the	DET
afs-72267	327	11	type	type	NOUN
afs-72267	327	12	of	of	ADP
afs-72267	327	13	research	research	NOUN
afs-72267	327	14	.	.	PUNCT
afs-72267	328	1	the	the	DET
afs-72267	328	2	lag	lag	NOUN
afs-72267	328	3	structure	structure	NOUN
afs-72267	328	4	has	have	AUX
afs-72267	328	5	been	be	AUX
afs-72267	328	6	the	the	DET
afs-72267	328	7	object	object	NOUN
afs-72267	328	8	of	of	ADP
afs-72267	328	9	many	many	ADJ
afs-72267	328	10	estimation	estimation	NOUN
afs-72267	328	11	procedures	procedure	NOUN
afs-72267	328	12	(	(	PUNCT
afs-72267	328	13	cf	cf	NOUN
afs-72267	328	14	.	.	PUNCT
afs-72267	329	1	evenson	evenson	PROPN
afs-72267	329	2	1967	1967	NUM
afs-72267	329	3	,	,	PUNCT
afs-72267	329	4	and	and	CCONJ
afs-72267	329	5	ravenscraft	ravenscraft	NOUN
afs-72267	329	6	and	and	CCONJ
afs-72267	329	7	scherer	scherer	PROPN
afs-72267	329	8	1982	1982	NUM
afs-72267	329	9	)	)	PUNCT
afs-72267	329	10	.	.	PUNCT
afs-72267	330	1	though	though	SCONJ
afs-72267	330	2	it	it	PRON
afs-72267	330	3	would	would	AUX
afs-72267	330	4	be	be	AUX
afs-72267	330	5	interesting	interesting	ADJ
afs-72267	330	6	to	to	PART
afs-72267	330	7	know	know	VERB
afs-72267	330	8	the	the	DET
afs-72267	330	9	average	average	ADJ
afs-72267	330	10	rate	rate	NOUN
afs-72267	330	11	of	of	ADP
afs-72267	330	12	return	return	NOUN
afs-72267	330	13	,	,	PUNCT
afs-72267	330	14	evenson	evenson	PROPN
afs-72267	330	15	seems	seem	VERB
afs-72267	330	16	to	to	PART
afs-72267	330	17	look	look	VERB
afs-72267	330	18	upon	upon	SCONJ
afs-72267	330	19	the	the	DET
afs-72267	330	20	marginal	marginal	ADJ
afs-72267	330	21	rate	rate	NOUN
afs-72267	330	22	of	of	ADP
afs-72267	330	23	return	return	NOUN
afs-72267	330	24	as	as	ADP
afs-72267	330	25	the	the	DET
afs-72267	330	26	more	more	ADV
afs-72267	330	27	appropriate	appropriate	ADJ
afs-72267	330	28	measure	measure	NOUN
afs-72267	330	29	for	for	ADP
afs-72267	330	30	decision	decision	NOUN
afs-72267	330	31	-	-	PUNCT
afs-72267	330	32	makers	maker	NOUN
afs-72267	330	33	.	.	PUNCT
afs-72267	331	1	peterson	peterson	NOUN
afs-72267	331	2	and	and	CCONJ
afs-72267	331	3	hayami	hayami	NOUN
afs-72267	331	4	(	(	PUNCT
afs-72267	331	5	1977	1977	NUM
afs-72267	331	6	)	)	PUNCT
afs-72267	331	7	found	find	VERB
afs-72267	331	8	in	in	ADP
afs-72267	331	9	a	a	DET
afs-72267	331	10	comparison	comparison	NOUN
afs-72267	331	11	of	of	ADP
afs-72267	331	12	studies	study	NOUN
afs-72267	331	13	that	that	PRON
afs-72267	331	14	the	the	DET
afs-72267	331	15	marginal	marginal	ADJ
afs-72267	331	16	rate	rate	NOUN
afs-72267	331	17	of	of	ADP
afs-72267	331	18	return	return	NOUN
afs-72267	331	19	was	be	AUX
afs-72267	331	20	higher	high	ADJ
afs-72267	331	21	than	than	ADP
afs-72267	331	22	the	the	DET
afs-72267	331	23	average	average	ADJ
afs-72267	331	24	rate	rate	NOUN
afs-72267	331	25	of	of	ADP
afs-72267	331	26	return	return	NOUN
afs-72267	331	27	.	.	PUNCT
afs-72267	332	1	peterson	peterson	NOUN
afs-72267	332	2	(	(	PUNCT
afs-72267	332	3	1971	1971	NUM
afs-72267	332	4	)	)	PUNCT
afs-72267	332	5	found	find	VERB
afs-72267	332	6	the	the	DET
afs-72267	332	7	marginal	marginal	ADJ
afs-72267	332	8	returns	return	NOUN
afs-72267	332	9	to	to	PART
afs-72267	332	10	be	be	AUX
afs-72267	332	11	42	42	NUM
afs-72267	332	12	°	°	NOUN
afs-72267	332	13	7o	7o	NOUN
afs-72267	332	14	in	in	ADP
afs-72267	332	15	the	the	DET
afs-72267	332	16	previously	previously	ADV
afs-72267	332	17	mentioned	mention	VERB
afs-72267	332	18	study	study	NOUN
afs-72267	332	19	whereas	whereas	SCONJ
afs-72267	332	20	the	the	DET
afs-72267	332	21	internal	internal	ADJ
afs-72267	332	22	rate	rate	NOUN
afs-72267	332	23	of	of	ADP
afs-72267	332	24	return	return	NOUN
afs-72267	332	25	was	be	AUX
afs-72267	332	26	19	19	NUM
afs-72267	332	27	%	%	NOUN
afs-72267	332	28	.	.	PUNCT
afs-72267	333	1	2.3	2.3	NUM
afs-72267	333	2	.	.	PUNCT
afs-72267	334	1	production	production	NOUN
afs-72267	334	2	function	function	NOUN
afs-72267	334	3	analysis	analysis	NOUN
afs-72267	334	4	2.3.1	2.3.1	NUM
afs-72267	334	5	.	.	PUNCT
afs-72267	335	1	general	general	PROPN
afs-72267	335	2	features	feature	VERB
afs-72267	335	3	one	one	NUM
afs-72267	335	4	of	of	ADP
afs-72267	335	5	the	the	DET
afs-72267	335	6	major	major	ADJ
afs-72267	335	7	approaches	approach	NOUN
afs-72267	335	8	in	in	ADP
afs-72267	335	9	assessing	assess	VERB
afs-72267	335	10	the	the	DET
afs-72267	335	11	profitability	profitability	NOUN
afs-72267	335	12	of	of	ADP
afs-72267	335	13	research	research	NOUN
afs-72267	335	14	starts	start	VERB
afs-72267	335	15	from	from	ADP
afs-72267	335	16	the	the	DET
afs-72267	335	17	estimation	estimation	NOUN
afs-72267	335	18	of	of	ADP
afs-72267	335	19	a	a	DET
afs-72267	335	20	production	production	NOUN
afs-72267	335	21	function	function	NOUN
afs-72267	335	22	.	.	PUNCT
afs-72267	336	1	the	the	DET
afs-72267	336	2	estimation	estimation	NOUN
afs-72267	336	3	may	may	AUX
afs-72267	336	4	focus	focus	VERB
afs-72267	336	5	upon	upon	SCONJ
afs-72267	336	6	a	a	DET
afs-72267	336	7	special	special	ADJ
afs-72267	336	8	product	product	NOUN
afs-72267	336	9	,	,	PUNCT
afs-72267	336	10	a	a	DET
afs-72267	336	11	group	group	NOUN
afs-72267	336	12	of	of	ADP
afs-72267	336	13	products	product	NOUN
afs-72267	336	14	or	or	CCONJ
afs-72267	336	15	the	the	DET
afs-72267	336	16	whole	whole	NOUN
afs-72267	336	17	of	of	ADP
afs-72267	336	18	agriculture	agriculture	NOUN
afs-72267	336	19	.	.	PUNCT
afs-72267	337	1	the	the	DET
afs-72267	337	2	production	production	NOUN
afs-72267	337	3	function	function	NOUN
afs-72267	337	4	includes	include	VERB
afs-72267	337	5	variables	variable	NOUN
afs-72267	337	6	for	for	ADP
afs-72267	337	7	research	research	NOUN
afs-72267	337	8	and/or	and/or	CCONJ
afs-72267	337	9	education	education	NOUN
afs-72267	337	10	.	.	PUNCT
afs-72267	338	1	the	the	DET
afs-72267	338	2	coefficients	coefficient	NOUN
afs-72267	338	3	of	of	ADP
afs-72267	338	4	the	the	DET
afs-72267	338	5	production	production	NOUN
afs-72267	338	6	function	function	NOUN
afs-72267	338	7	can	can	AUX
afs-72267	338	8	be	be	AUX
afs-72267	338	9	estimated	estimate	VERB
afs-72267	338	10	by	by	ADP
afs-72267	338	11	regression	regression	NOUN
afs-72267	338	12	analysis	analysis	NOUN
afs-72267	338	13	,	,	PUNCT
afs-72267	338	14	normally	normally	ADV
afs-72267	338	15	with	with	ADP
afs-72267	338	16	ordinary	ordinary	ADJ
afs-72267	338	17	least	least	ADJ
afs-72267	338	18	squares	square	NOUN
afs-72267	338	19	method	method	NOUN
afs-72267	338	20	(	(	PUNCT
afs-72267	338	21	ols	ol	NOUN
afs-72267	338	22	)	)	PUNCT
afs-72267	338	23	.	.	PUNCT
afs-72267	339	1	the	the	DET
afs-72267	339	2	coefficients	coefficient	NOUN
afs-72267	339	3	for	for	ADP
afs-72267	339	4	research	research	NOUN
afs-72267	339	5	can	can	AUX
afs-72267	339	6	be	be	AUX
afs-72267	339	7	converted	convert	VERB
afs-72267	339	8	to	to	ADP
afs-72267	339	9	a	a	DET
afs-72267	339	10	marginal	marginal	ADJ
afs-72267	339	11	product	product	NOUN
afs-72267	339	12	and	and	CCONJ
afs-72267	339	13	a	a	DET
afs-72267	339	14	marginal	marginal	ADJ
afs-72267	339	15	rate	rate	NOUN
afs-72267	339	16	of	of	ADP
afs-72267	339	17	return	return	NOUN
afs-72267	339	18	for	for	ADP
afs-72267	339	19	the	the	DET
afs-72267	339	20	research	research	NOUN
afs-72267	339	21	input	input	NOUN
afs-72267	339	22	.	.	PUNCT
afs-72267	340	1	a	a	DET
afs-72267	340	2	marginal	marginal	ADJ
afs-72267	340	3	internal	internal	ADJ
afs-72267	340	4	rate	rate	NOUN
afs-72267	340	5	of	of	ADP
afs-72267	340	6	return	return	NOUN
afs-72267	340	7	can	can	AUX
afs-72267	340	8	be	be	AUX
afs-72267	340	9	derived	derive	VERB
afs-72267	340	10	for	for	ADP
afs-72267	340	11	the	the	DET
afs-72267	340	12	coefficients	coefficient	NOUN
afs-72267	340	13	.	.	PUNCT
afs-72267	341	1	2.3.2	2.3.2	X
afs-72267	341	2	.	.	PUNCT
afs-72267	342	1	the	the	DET
afs-72267	342	2	aggregated	aggregate	VERB
afs-72267	342	3	production	production	NOUN
afs-72267	342	4	function	function	NOUN
afs-72267	342	5	study	study	NOUN
afs-72267	342	6	of	of	ADP
afs-72267	342	7	griliches	griliche	NOUN
afs-72267	342	8	zwi	zwi	PROPN
afs-72267	342	9	griliches	griliche	NOUN
afs-72267	342	10	(	(	PUNCT
afs-72267	342	11	1964	1964	NUM
afs-72267	342	12	)	)	PUNCT
afs-72267	342	13	was	be	AUX
afs-72267	342	14	one	one	NUM
afs-72267	342	15	of	of	ADP
afs-72267	342	16	the	the	DET
afs-72267	342	17	first	first	ADJ
afs-72267	342	18	to	to	PART
afs-72267	342	19	include	include	VERB
afs-72267	342	20	a	a	DET
afs-72267	342	21	research	research	NOUN
afs-72267	342	22	variable	variable	NOUN
afs-72267	342	23	in	in	ADP
afs-72267	342	24	the	the	DET
afs-72267	342	25	production	production	NOUN
afs-72267	342	26	function	function	NOUN
afs-72267	342	27	.	.	PUNCT
afs-72267	343	1	in	in	ADP
afs-72267	343	2	his	his	PRON
afs-72267	343	3	estimation	estimation	NOUN
afs-72267	343	4	of	of	ADP
afs-72267	343	5	an	an	DET
afs-72267	343	6	aggregate	aggregate	ADJ
afs-72267	343	7	cobb	cobb	PROPN
afs-72267	343	8	-	-	PUNCT
afs-72267	343	9	douglas	douglas	PROPN
afs-72267	343	10	function	function	VERB
afs-72267	343	11	for	for	ADP
afs-72267	343	12	american	american	ADJ
afs-72267	343	13	agriculture	agriculture	PROPN
afs-72267	343	14	,	,	PUNCT
afs-72267	343	15	he	he	PRON
afs-72267	343	16	used	use	VERB
afs-72267	343	17	one	one	NUM
afs-72267	343	18	variable	variable	NOUN
afs-72267	343	19	for	for	ADP
afs-72267	343	20	education	education	NOUN
afs-72267	343	21	per	per	ADP
afs-72267	343	22	worker	worker	NOUN
afs-72267	343	23	and	and	CCONJ
afs-72267	343	24	one	one	NUM
afs-72267	343	25	variable	variable	NOUN
afs-72267	343	26	for	for	ADP
afs-72267	343	27	research	research	NOUN
afs-72267	343	28	and	and	CCONJ
afs-72267	343	29	extension	extension	NOUN
afs-72267	343	30	.	.	PUNCT
afs-72267	344	1	in	in	ADP
afs-72267	344	2	addition	addition	NOUN
afs-72267	344	3	to	to	ADP
afs-72267	344	4	these	these	DET
afs-72267	344	5	variables	variable	NOUN
afs-72267	344	6	five	five	NUM
afs-72267	344	7	“	"	PUNCT
afs-72267	344	8	traditional	traditional	ADJ
afs-72267	344	9	”	"	PUNCT
afs-72267	344	10	variables	variable	NOUN
afs-72267	344	11	were	be	AUX
afs-72267	344	12	included	include	VERB
afs-72267	344	13	.	.	PUNCT
afs-72267	345	1	the	the	DET
afs-72267	345	2	data	datum	NOUN
afs-72267	345	3	consisted	consist	VERB
afs-72267	345	4	of	of	ADP
afs-72267	345	5	three	three	NUM
afs-72267	345	6	different	different	ADJ
afs-72267	345	7	crosssections	crosssection	NOUN
afs-72267	345	8	of	of	ADP
afs-72267	345	9	data	datum	NOUN
afs-72267	345	10	(	(	PUNCT
afs-72267	345	11	1949	1949	NUM
afs-72267	345	12	,	,	PUNCT
afs-72267	345	13	1954	1954	NUM
afs-72267	345	14	,	,	PUNCT
afs-72267	345	15	1959	1959	NUM
afs-72267	345	16	)	)	PUNCT
afs-72267	345	17	from	from	ADP
afs-72267	345	18	39	39	NUM
afs-72267	345	19	different	different	ADJ
afs-72267	345	20	states	state	NOUN
afs-72267	345	21	in	in	ADP
afs-72267	345	22	the	the	DET
afs-72267	345	23	usa	usa	PROPN
afs-72267	345	24	.	.	PUNCT
afs-72267	346	1	in	in	ADP
afs-72267	346	2	order	order	NOUN
afs-72267	346	3	to	to	PART
afs-72267	346	4	allow	allow	VERB
afs-72267	346	5	for	for	ADP
afs-72267	346	6	some	some	DET
afs-72267	346	7	lags	lag	NOUN
afs-72267	346	8	in	in	ADP
afs-72267	346	9	effects	effect	NOUN
afs-72267	346	10	,	,	PUNCT
afs-72267	346	11	the	the	DET
afs-72267	346	12	research	research	NOUN
afs-72267	346	13	variable	variable	NOUN
afs-72267	346	14	was	be	AUX
afs-72267	346	15	defined	define	VERB
afs-72267	346	16	as	as	ADP
afs-72267	346	17	an	an	DET
afs-72267	346	18	average	average	NOUN
afs-72267	346	19	of	of	ADP
afs-72267	346	20	the	the	DET
afs-72267	346	21	flow	flow	NOUN
afs-72267	346	22	of	of	ADP
afs-72267	346	23	expenditures	expenditure	NOUN
afs-72267	346	24	in	in	ADP
afs-72267	346	25	the	the	DET
afs-72267	346	26	previous	previous	ADJ
afs-72267	346	27	year	year	NOUN
afs-72267	346	28	and	and	CCONJ
afs-72267	346	29	the	the	DET
afs-72267	346	30	level	level	NOUN
afs-72267	346	31	six	six	NUM
afs-72267	346	32	years	year	NOUN
afs-72267	346	33	before	before	ADV
afs-72267	346	34	.	.	PUNCT
afs-72267	347	1	thus	thus	ADV
afs-72267	347	2	the	the	DET
afs-72267	347	3	average	average	NOUN
afs-72267	347	4	of	of	ADP
afs-72267	347	5	1953	1953	NUM
afs-72267	347	6	and	and	CCONJ
afs-72267	347	7	1958	1958	NUM
afs-72267	347	8	was	be	AUX
afs-72267	347	9	used	use	VERB
afs-72267	347	10	in	in	ADP
afs-72267	347	11	the	the	DET
afs-72267	347	12	cross	cross	NOUN
afs-72267	347	13	-	-	NOUN
afs-72267	347	14	section	section	NOUN
afs-72267	347	15	for	for	ADP
afs-72267	347	16	1959	1959	NUM
afs-72267	347	17	.	.	PUNCT
afs-72267	348	1	the	the	DET
afs-72267	348	2	estimated	estimate	VERB
afs-72267	348	3	research	research	NOUN
afs-72267	348	4	elasticity	elasticity	NOUN
afs-72267	348	5	0.059	0.059	NUM
afs-72267	348	6	may	may	AUX
afs-72267	348	7	seem	seem	VERB
afs-72267	348	8	small	small	ADJ
afs-72267	348	9	.	.	PUNCT
afs-72267	349	1	keeping	keep	VERB
afs-72267	349	2	in	in	ADP
afs-72267	349	3	mind	mind	NOUN
afs-72267	349	4	,	,	PUNCT
afs-72267	349	5	however	however	ADV
afs-72267	349	6	,	,	PUNCT
afs-72267	349	7	that	that	SCONJ
afs-72267	349	8	the	the	DET
afs-72267	349	9	expenditures	expenditure	NOUN
afs-72267	349	10	for	for	ADP
afs-72267	349	11	research	research	NOUN
afs-72267	349	12	and	and	CCONJ
afs-72267	349	13	extension	extension	NOUN
afs-72267	349	14	for	for	ADP
afs-72267	349	15	the	the	DET
afs-72267	349	16	whole	whole	ADJ
afs-72267	349	17	period	period	NOUN
afs-72267	349	18	1949—54—59	1949—54—59	NUM
afs-72267	349	19	were	be	AUX
afs-72267	349	20	only	only	ADV
afs-72267	349	21	267	267	NUM
afs-72267	349	22	usd	usd	NOUN
afs-72267	349	23	32	32	NUM
afs-72267	349	24	per	per	ADP
afs-72267	349	25	farm	farm	NOUN
afs-72267	349	26	and	and	CCONJ
afs-72267	349	27	per	per	ADP
afs-72267	349	28	year	year	NOUN
afs-72267	349	29	(	(	PUNCT
afs-72267	349	30	the	the	DET
afs-72267	349	31	variable	variable	NOUN
afs-72267	349	32	was	be	AUX
afs-72267	349	33	defined	define	VERB
afs-72267	349	34	as	as	ADP
afs-72267	349	35	research	research	NOUN
afs-72267	349	36	expenditure	expenditure	NOUN
afs-72267	349	37	per	per	ADP
afs-72267	349	38	farm	farm	NOUN
afs-72267	349	39	)	)	PUNCT
afs-72267	349	40	while	while	SCONJ
afs-72267	349	41	gross	gross	ADJ
afs-72267	349	42	output	output	NOUN
afs-72267	349	43	per	per	ADP
afs-72267	349	44	farm	farm	NOUN
afs-72267	349	45	and	and	CCONJ
afs-72267	349	46	year	year	NOUN
afs-72267	349	47	was	be	AUX
afs-72267	349	48	usd	usd	NOUN
afs-72267	349	49	7,205	7,205	NUM
afs-72267	349	50	,	,	PUNCT
afs-72267	349	51	the	the	DET
afs-72267	349	52	absolute	absolute	ADJ
afs-72267	349	53	effect	effect	NOUN
afs-72267	349	54	becomes	become	VERB
afs-72267	349	55	considerable	considerable	ADJ
afs-72267	349	56	.	.	PUNCT
afs-72267	350	1	the	the	DET
afs-72267	350	2	estimated	estimate	VERB
afs-72267	350	3	marginal	marginal	ADJ
afs-72267	350	4	product	product	NOUN
afs-72267	350	5	for	for	ADP
afs-72267	350	6	research	research	NOUN
afs-72267	350	7	and	and	CCONJ
afs-72267	350	8	extension	extension	NOUN
afs-72267	350	9	is	be	AUX
afs-72267	350	10	then	then	ADV
afs-72267	350	11	0.059	0.059	NUM
afs-72267	350	12	x	x	SYM
afs-72267	350	13	7,205/32	7,205/32	NUM
afs-72267	350	14	or	or	CCONJ
afs-72267	350	15	,	,	PUNCT
afs-72267	350	16	approximately	approximately	ADV
afs-72267	350	17	usd	usd	NOUN
afs-72267	350	18	13	13	NUM
afs-72267	350	19	of	of	ADP
afs-72267	350	20	output	output	NOUN
afs-72267	350	21	for	for	ADP
afs-72267	350	22	every	every	DET
afs-72267	350	23	additional	additional	ADJ
afs-72267	350	24	dollar	dollar	NOUN
afs-72267	350	25	invested	invest	VERB
afs-72267	350	26	in	in	ADP
afs-72267	350	27	research	research	NOUN
afs-72267	350	28	and	and	CCONJ
afs-72267	350	29	extension	extension	NOUN
afs-72267	350	30	(	(	PUNCT
afs-72267	350	31	equal	equal	ADJ
afs-72267	350	32	to	to	ADP
afs-72267	350	33	a	a	DET
afs-72267	350	34	rate	rate	NOUN
afs-72267	350	35	of	of	ADP
afs-72267	350	36	return	return	NOUN
afs-72267	350	37	of	of	ADP
afs-72267	350	38	about	about	ADV
afs-72267	350	39	1300	1300	NUM
afs-72267	350	40	%	%	NOUN
afs-72267	350	41	per	per	ADP
afs-72267	350	42	cent	cent	NOUN
afs-72267	350	43	per	per	ADP
afs-72267	350	44	year	year	NOUN
afs-72267	350	45	)	)	PUNCT
afs-72267	350	46	.	.	PUNCT
afs-72267	351	1	even	even	ADV
afs-72267	351	2	accounting	account	VERB
afs-72267	351	3	for	for	ADP
afs-72267	351	4	a	a	DET
afs-72267	351	5	large	large	ADJ
afs-72267	351	6	share	share	NOUN
afs-72267	351	7	of	of	ADP
afs-72267	351	8	research	research	NOUN
afs-72267	351	9	in	in	ADP
afs-72267	351	10	the	the	DET
afs-72267	351	11	private	private	ADJ
afs-72267	351	12	sector	sector	NOUN
afs-72267	351	13	and	and	CCONJ
afs-72267	351	14	for	for	ADP
afs-72267	351	15	the	the	DET
afs-72267	351	16	fact	fact	NOUN
afs-72267	351	17	that	that	SCONJ
afs-72267	351	18	the	the	DET
afs-72267	351	19	marginal	marginal	ADJ
afs-72267	351	20	product	product	NOUN
afs-72267	351	21	stated	state	VERB
afs-72267	351	22	above	above	ADV
afs-72267	351	23	is	be	AUX
afs-72267	351	24	an	an	DET
afs-72267	351	25	overestimation	overestimation	NOUN
afs-72267	351	26	,	,	PUNCT
afs-72267	351	27	the	the	DET
afs-72267	351	28	result	result	NOUN
afs-72267	351	29	from	from	ADP
afs-72267	351	30	griliches	griliche	NOUN
afs-72267	351	31	’	’	PART
afs-72267	351	32	study	study	NOUN
afs-72267	351	33	indicates	indicate	VERB
afs-72267	351	34	a	a	DET
afs-72267	351	35	very	very	ADV
afs-72267	351	36	high	high	ADJ
afs-72267	351	37	return	return	NOUN
afs-72267	351	38	from	from	ADP
afs-72267	351	39	investment	investment	NOUN
afs-72267	351	40	in	in	ADP
afs-72267	351	41	agricultural	agricultural	ADJ
afs-72267	351	42	research	research	NOUN
afs-72267	351	43	.	.	PUNCT
afs-72267	352	1	griliches	griliche	VERB
afs-72267	352	2	himself	himself	PRON
afs-72267	352	3	adjusted	adjust	VERB
afs-72267	352	4	the	the	DET
afs-72267	352	5	calculations	calculation	NOUN
afs-72267	352	6	so	so	SCONJ
afs-72267	352	7	that	that	SCONJ
afs-72267	352	8	both	both	DET
afs-72267	352	9	research	research	NOUN
afs-72267	352	10	in	in	ADP
afs-72267	352	11	the	the	DET
afs-72267	352	12	private	private	ADJ
afs-72267	352	13	sector	sector	NOUN
afs-72267	352	14	and	and	CCONJ
afs-72267	352	15	the	the	DET
afs-72267	352	16	support	support	NOUN
afs-72267	352	17	to	to	ADP
afs-72267	352	18	agriculture	agriculture	NOUN
afs-72267	352	19	were	be	AUX
afs-72267	352	20	considered	consider	VERB
afs-72267	352	21	.	.	PUNCT
afs-72267	353	1	the	the	DET
afs-72267	353	2	adjusted	adjusted	ADJ
afs-72267	353	3	marginal	marginal	ADJ
afs-72267	353	4	product	product	NOUN
afs-72267	353	5	then	then	ADV
afs-72267	353	6	was	be	AUX
afs-72267	353	7	found	find	VERB
afs-72267	353	8	to	to	PART
afs-72267	353	9	be	be	AUX
afs-72267	353	10	usd	usd	PROPN
afs-72267	353	11	3	3	NUM
afs-72267	353	12	(	(	PUNCT
afs-72267	353	13	a	a	DET
afs-72267	353	14	rate	rate	NOUN
afs-72267	353	15	of	of	ADP
afs-72267	353	16	return	return	NOUN
afs-72267	353	17	equal	equal	ADJ
afs-72267	353	18	to	to	ADP
afs-72267	353	19	300	300	NUM
afs-72267	353	20	%	%	NOUN
afs-72267	353	21	)	)	PUNCT
afs-72267	353	22	.	.	PUNCT
afs-72267	354	1	peterson	peterson	PROPN
afs-72267	354	2	(	(	PUNCT
afs-72267	354	3	1971	1971	NUM
afs-72267	354	4	)	)	PUNCT
afs-72267	354	5	converted	convert	VERB
afs-72267	354	6	griliches	griliche	NOUN
afs-72267	354	7	’	’	PART
afs-72267	354	8	marginal	marginal	ADJ
afs-72267	354	9	product	product	NOUN
afs-72267	354	10	of	of	ADP
afs-72267	354	11	usd	usd	NOUN
afs-72267	354	12	6.50	6.50	NUM
afs-72267	354	13	(	(	PUNCT
afs-72267	354	14	assuming	assume	VERB
afs-72267	354	15	that	that	SCONJ
afs-72267	354	16	research	research	NOUN
afs-72267	354	17	in	in	ADP
afs-72267	354	18	the	the	DET
afs-72267	354	19	private	private	ADJ
afs-72267	354	20	sector	sector	NOUN
afs-72267	354	21	was	be	AUX
afs-72267	354	22	roughly	roughly	ADV
afs-72267	354	23	equal	equal	ADJ
afs-72267	354	24	to	to	ADP
afs-72267	354	25	that	that	PRON
afs-72267	354	26	in	in	ADP
afs-72267	354	27	the	the	DET
afs-72267	354	28	public	public	ADJ
afs-72267	354	29	sector	sector	NOUN
afs-72267	354	30	)	)	PUNCT
afs-72267	354	31	to	to	ADP
afs-72267	354	32	an	an	DET
afs-72267	354	33	internal	internal	ADJ
afs-72267	354	34	rate	rate	NOUN
afs-72267	354	35	of	of	ADP
afs-72267	354	36	return	return	NOUN
afs-72267	354	37	of	of	ADP
afs-72267	354	38	53	53	NUM
afs-72267	354	39	°	°	NOUN
afs-72267	354	40	7o	7o	NUM
afs-72267	354	41	.	.	PUNCT
afs-72267	355	1	this	this	DET
afs-72267	355	2	53	53	NUM
afs-72267	355	3	%	%	NOUN
afs-72267	355	4	was	be	AUX
afs-72267	355	5	based	base	VERB
afs-72267	355	6	on	on	ADP
afs-72267	355	7	the	the	DET
afs-72267	355	8	assumption	assumption	NOUN
afs-72267	355	9	that	that	SCONJ
afs-72267	355	10	the	the	DET
afs-72267	355	11	returns	return	NOUN
afs-72267	355	12	continue	continue	VERB
afs-72267	355	13	to	to	ADP
afs-72267	355	14	perpetuity	perpetuity	NOUN
afs-72267	355	15	.	.	PUNCT
afs-72267	356	1	if	if	SCONJ
afs-72267	356	2	all	all	DET
afs-72267	356	3	benefits	benefit	NOUN
afs-72267	356	4	are	be	AUX
afs-72267	356	5	assumed	assume	VERB
afs-72267	356	6	to	to	PART
afs-72267	356	7	return	return	VERB
afs-72267	356	8	once	once	ADV
afs-72267	356	9	and	and	CCONJ
afs-72267	356	10	for	for	ADP
afs-72267	356	11	ail	ail	NOUN
afs-72267	356	12	,	,	PUNCT
afs-72267	356	13	the	the	DET
afs-72267	356	14	internal	internal	ADJ
afs-72267	356	15	rate	rate	NOUN
afs-72267	356	16	of	of	ADP
afs-72267	356	17	return	return	NOUN
afs-72267	356	18	becomes	become	VERB
afs-72267	356	19	36	36	NUM
afs-72267	356	20	°	°	NOUN
afs-72267	356	21	7o	7o	NUM
afs-72267	356	22	.	.	PUNCT
afs-72267	357	1	griliches	griliche	NOUN
afs-72267	357	2	(	(	PUNCT
afs-72267	357	3	1963	1963	NUM
afs-72267	357	4	a	a	NOUN
afs-72267	357	5	)	)	PUNCT
afs-72267	357	6	also	also	ADV
afs-72267	357	7	made	make	VERB
afs-72267	357	8	a	a	DET
afs-72267	357	9	study	study	NOUN
afs-72267	357	10	in	in	ADP
afs-72267	357	11	which	which	PRON
afs-72267	357	12	he	he	PRON
afs-72267	357	13	tried	try	VERB
afs-72267	357	14	to	to	PART
afs-72267	357	15	break	break	VERB
afs-72267	357	16	down	down	ADP
afs-72267	357	17	the	the	DET
afs-72267	357	18	technical	technical	ADJ
afs-72267	357	19	change	change	NOUN
afs-72267	357	20	into	into	ADP
afs-72267	357	21	different	different	ADJ
afs-72267	357	22	sources	source	NOUN
afs-72267	357	23	of	of	ADP
afs-72267	357	24	growth	growth	NOUN
afs-72267	357	25	in	in	ADP
afs-72267	357	26	productivity	productivity	NOUN
afs-72267	357	27	during	during	ADP
afs-72267	357	28	1940	1940	NUM
afs-72267	357	29	-	-	SYM
afs-72267	357	30	1960	1960	NUM
afs-72267	357	31	.	.	PUNCT
afs-72267	358	1	education	education	NOUN
afs-72267	358	2	accounts	account	VERB
afs-72267	358	3	for	for	ADP
afs-72267	358	4	some	some	PRON
afs-72267	358	5	of	of	ADP
afs-72267	358	6	the	the	DET
afs-72267	358	7	growth	growth	NOUN
afs-72267	358	8	in	in	ADP
afs-72267	358	9	agricultural	agricultural	ADJ
afs-72267	358	10	productivity	productivity	NOUN
afs-72267	358	11	.	.	PUNCT
afs-72267	359	1	griliches	griliche	NOUN
afs-72267	359	2	first	first	ADV
afs-72267	359	3	computed	compute	VERB
afs-72267	359	4	a	a	DET
afs-72267	359	5	statistically	statistically	ADV
afs-72267	359	6	significant	significant	ADJ
afs-72267	359	7	variable	variable	NOUN
afs-72267	359	8	for	for	ADP
afs-72267	359	9	education	education	NOUN
afs-72267	359	10	,	,	PUNCT
afs-72267	359	11	concluding	conclude	VERB
afs-72267	359	12	that	that	SCONJ
afs-72267	359	13	education	education	NOUN
afs-72267	359	14	affects	affect	VERB
afs-72267	359	15	productivity	productivity	NOUN
afs-72267	359	16	.	.	PUNCT
afs-72267	360	1	however	however	ADV
afs-72267	360	2	,	,	PUNCT
afs-72267	360	3	it	it	PRON
afs-72267	360	4	was	be	AUX
afs-72267	360	5	found	find	VERB
afs-72267	360	6	to	to	PART
afs-72267	360	7	be	be	AUX
afs-72267	360	8	easier	easy	ADJ
afs-72267	360	9	to	to	PART
afs-72267	360	10	adjust	adjust	VERB
afs-72267	360	11	the	the	DET
afs-72267	360	12	series	series	NOUN
afs-72267	360	13	for	for	ADP
afs-72267	360	14	labour	labour	NOUN
afs-72267	360	15	by	by	ADP
afs-72267	360	16	an	an	DET
afs-72267	360	17	index	index	NOUN
afs-72267	360	18	of	of	ADP
afs-72267	360	19	education	education	NOUN
afs-72267	360	20	rather	rather	ADV
afs-72267	360	21	than	than	ADP
afs-72267	360	22	to	to	PART
afs-72267	360	23	include	include	VERB
afs-72267	360	24	a	a	DET
afs-72267	360	25	separate	separate	ADJ
afs-72267	360	26	variable	variable	NOUN
afs-72267	360	27	for	for	ADP
afs-72267	360	28	education	education	NOUN
afs-72267	360	29	.	.	PUNCT
afs-72267	361	1	later	later	ADV
afs-72267	361	2	in	in	ADP
afs-72267	361	3	the	the	DET
afs-72267	361	4	same	same	ADJ
afs-72267	361	5	study	study	NOUN
afs-72267	361	6	he	he	PRON
afs-72267	361	7	constructed	construct	VERB
afs-72267	361	8	such	such	DET
afs-72267	361	9	an	an	DET
afs-72267	361	10	index	index	NOUN
afs-72267	361	11	of	of	ADP
afs-72267	361	12	education	education	NOUN
afs-72267	361	13	per	per	ADP
afs-72267	361	14	man	man	NOUN
afs-72267	361	15	-	-	PUNCT
afs-72267	361	16	year	year	NOUN
afs-72267	361	17	in	in	ADP
afs-72267	361	18	agriculture	agriculture	NOUN
afs-72267	361	19	.	.	PUNCT
afs-72267	362	1	this	this	DET
afs-72267	362	2	index	index	NOUN
afs-72267	362	3	was	be	AUX
afs-72267	362	4	computed	compute	VERB
afs-72267	362	5	by	by	ADP
afs-72267	362	6	weighting	weight	VERB
afs-72267	362	7	years	year	NOUN
afs-72267	362	8	of	of	ADP
afs-72267	362	9	school	school	NOUN
afs-72267	362	10	,	,	PUNCT
afs-72267	362	11	high	high	ADJ
afs-72267	362	12	school	school	NOUN
afs-72267	362	13	and	and	CCONJ
afs-72267	362	14	college	college	NOUN
afs-72267	362	15	completed	complete	VERB
afs-72267	362	16	by	by	ADP
afs-72267	362	17	the	the	DET
afs-72267	362	18	rural	rural	ADJ
afs-72267	362	19	population	population	NOUN
afs-72267	362	20	by	by	ADP
afs-72267	362	21	the	the	DET
afs-72267	362	22	average	average	ADJ
afs-72267	362	23	income	income	NOUN
afs-72267	362	24	of	of	ADP
afs-72267	362	25	all	all	DET
afs-72267	362	26	american	american	ADJ
afs-72267	362	27	males	male	NOUN
afs-72267	362	28	in	in	ADP
afs-72267	362	29	respective	respective	ADJ
afs-72267	362	30	schoolyear	schoolyear	NOUN
afs-72267	362	31	class	class	NOUN
afs-72267	362	32	.	.	PUNCT
afs-72267	363	1	he	he	PRON
afs-72267	363	2	thereby	thereby	ADV
afs-72267	363	3	obtained	obtain	VERB
afs-72267	363	4	a	a	DET
afs-72267	363	5	rising	rise	VERB
afs-72267	363	6	index	index	NOUN
afs-72267	363	7	,	,	PUNCT
afs-72267	363	8	which	which	PRON
afs-72267	363	9	was	be	AUX
afs-72267	363	10	multiplied	multiply	VERB
afs-72267	363	11	with	with	ADP
afs-72267	363	12	the	the	DET
afs-72267	363	13	labour	labour	ADJ
afs-72267	363	14	input	input	NOUN
afs-72267	363	15	series	series	NOUN
afs-72267	363	16	.	.	PUNCT
afs-72267	364	1	in	in	ADP
afs-72267	364	2	this	this	DET
afs-72267	364	3	way	way	NOUN
afs-72267	364	4	griliches	griliche	NOUN
afs-72267	364	5	was	be	AUX
afs-72267	364	6	able	able	ADJ
afs-72267	364	7	to	to	PART
afs-72267	364	8	reduce	reduce	VERB
afs-72267	364	9	the	the	DET
afs-72267	364	10	number	number	NOUN
afs-72267	364	11	of	of	ADP
afs-72267	364	12	variables	variable	NOUN
afs-72267	364	13	by	by	ADP
afs-72267	364	14	one	one	NUM
afs-72267	364	15	while	while	SCONJ
afs-72267	364	16	still	still	ADV
afs-72267	364	17	taking	take	VERB
afs-72267	364	18	notice	notice	NOUN
afs-72267	364	19	of	of	ADP
afs-72267	364	20	the	the	DET
afs-72267	364	21	effects	effect	NOUN
afs-72267	364	22	of	of	ADP
afs-72267	364	23	education	education	NOUN
afs-72267	364	24	.	.	PUNCT
afs-72267	365	1	2.3.3	2.3.3	X
afs-72267	365	2	.	.	PUNCT
afs-72267	366	1	the	the	DET
afs-72267	366	2	poultry	poultry	NOUN
afs-72267	366	3	study	study	NOUN
afs-72267	366	4	of	of	ADP
afs-72267	366	5	peterson	peterson	NOUN
afs-72267	366	6	in	in	ADP
afs-72267	366	7	his	his	PRON
afs-72267	366	8	attempt	attempt	NOUN
afs-72267	366	9	to	to	PART
afs-72267	366	10	estimate	estimate	VERB
afs-72267	366	11	the	the	DET
afs-72267	366	12	benefits	benefit	NOUN
afs-72267	366	13	of	of	ADP
afs-72267	366	14	poultry	poultry	NOUN
afs-72267	366	15	research	research	NOUN
afs-72267	366	16	carried	carry	VERB
afs-72267	366	17	on	on	ADP
afs-72267	366	18	by	by	ADP
afs-72267	366	19	state	state	NOUN
afs-72267	366	20	agricultural	agricultural	ADJ
afs-72267	366	21	experiment	experiment	NOUN
afs-72267	366	22	stations	station	NOUN
afs-72267	366	23	,	,	PUNCT
afs-72267	366	24	the	the	DET
afs-72267	366	25	u.s	u.s	PROPN
afs-72267	366	26	.	.	PROPN
afs-72267	366	27	department	department	PROPN
afs-72267	366	28	of	of	ADP
afs-72267	366	29	agriculture	agriculture	PROPN
afs-72267	366	30	,	,	PUNCT
afs-72267	366	31	and	and	CCONJ
afs-72267	366	32	suppliers	supplier	NOUN
afs-72267	366	33	of	of	ADP
afs-72267	366	34	poultry	poultry	NOUN
afs-72267	366	35	inputs	input	NOUN
afs-72267	366	36	,	,	PUNCT
afs-72267	366	37	peterson	peterson	NOUN
afs-72267	366	38	(	(	PUNCT
afs-72267	366	39	1967	1967	NUM
afs-72267	366	40	)	)	PUNCT
afs-72267	366	41	applied	apply	VERB
afs-72267	366	42	both	both	CCONJ
afs-72267	366	43	a	a	DET
afs-72267	366	44	production	production	NOUN
afs-72267	366	45	function	function	NOUN
afs-72267	366	46	approach	approach	NOUN
afs-72267	366	47	and	and	CCONJ
afs-72267	366	48	a	a	DET
afs-72267	366	49	welfare	welfare	NOUN
afs-72267	366	50	economics	economic	NOUN
afs-72267	366	51	approach	approach	NOUN
afs-72267	366	52	(	(	PUNCT
afs-72267	366	53	“	"	PUNCT
afs-72267	366	54	index	index	NOUN
afs-72267	366	55	number	number	NOUN
afs-72267	366	56	approach	approach	NOUN
afs-72267	366	57	”	"	PUNCT
afs-72267	366	58	)	)	PUNCT
afs-72267	366	59	.	.	PUNCT
afs-72267	367	1	with	with	ADP
afs-72267	367	2	a	a	DET
afs-72267	367	3	method	method	NOUN
afs-72267	367	4	similar	similar	ADJ
afs-72267	367	5	to	to	ADP
afs-72267	367	6	the	the	DET
afs-72267	367	7	one	one	NOUN
afs-72267	367	8	used	use	VERB
afs-72267	367	9	by	by	ADP
afs-72267	367	10	griliches	griliche	NOUN
afs-72267	367	11	,	,	PUNCT
afs-72267	367	12	peterson	peterson	NOUN
afs-72267	367	13	calculated	calculate	VERB
afs-72267	367	14	the	the	DET
afs-72267	367	15	adjusted	adjusted	ADJ
afs-72267	367	16	marginal	marginal	ADJ
afs-72267	367	17	product	product	NOUN
afs-72267	367	18	of	of	ADP
afs-72267	367	19	poultry	poultry	NOUN
afs-72267	367	20	research	research	NOUN
afs-72267	367	21	to	to	PART
afs-72267	367	22	be	be	AUX
afs-72267	367	23	usd	usd	PROPN
afs-72267	367	24	6	6	NUM
afs-72267	367	25	which	which	PRON
afs-72267	367	26	is	be	AUX
afs-72267	367	27	equivalent	equivalent	ADJ
afs-72267	367	28	to	to	ADP
afs-72267	367	29	a	a	DET
afs-72267	367	30	33	33	NUM
afs-72267	367	31	%	%	NOUN
afs-72267	367	32	internal	internal	ADJ
afs-72267	367	33	rate	rate	NOUN
afs-72267	367	34	of	of	ADP
afs-72267	367	35	return	return	NOUN
afs-72267	367	36	if	if	SCONJ
afs-72267	367	37	the	the	DET
afs-72267	367	38	time	time	NOUN
afs-72267	367	39	lag	lag	NOUN
afs-72267	367	40	is	be	AUX
afs-72267	367	41	ten	ten	NUM
afs-72267	367	42	years	year	NOUN
afs-72267	367	43	.	.	PUNCT
afs-72267	368	1	this	this	DET
afs-72267	368	2	internal	internal	ADJ
afs-72267	368	3	rate	rate	NOUN
afs-72267	368	4	of	of	ADP
afs-72267	368	5	return	return	NOUN
afs-72267	368	6	was	be	AUX
afs-72267	368	7	actually	actually	ADV
afs-72267	368	8	a	a	DET
afs-72267	368	9	marginal	marginal	ADJ
afs-72267	368	10	return	return	NOUN
afs-72267	368	11	.	.	PUNCT
afs-72267	369	1	calculated	calculate	VERB
afs-72267	369	2	with	with	ADP
afs-72267	369	3	the	the	DET
afs-72267	369	4	welfare	welfare	NOUN
afs-72267	369	5	economics	economic	NOUN
afs-72267	369	6	approach	approach	NOUN
afs-72267	369	7	,	,	PUNCT
afs-72267	369	8	the	the	DET
afs-72267	369	9	average	average	ADJ
afs-72267	369	10	internal	internal	ADJ
afs-72267	369	11	rate	rate	NOUN
afs-72267	369	12	of	of	ADP
afs-72267	369	13	return	return	NOUN
afs-72267	369	14	was	be	AUX
afs-72267	369	15	found	find	VERB
afs-72267	369	16	to	to	PART
afs-72267	369	17	be	be	AUX
afs-72267	369	18	18	18	NUM
afs-72267	369	19	%	%	NOUN
afs-72267	369	20	.	.	PUNCT
afs-72267	370	1	in	in	ADP
afs-72267	370	2	a	a	DET
afs-72267	370	3	later	later	ADJ
afs-72267	370	4	comment	comment	NOUN
afs-72267	370	5	peterson	peterson	NOUN
afs-72267	370	6	(	(	PUNCT
afs-72267	370	7	1971	1971	NUM
afs-72267	370	8	)	)	PUNCT
afs-72267	370	9	states	state	VERB
afs-72267	370	10	that	that	SCONJ
afs-72267	370	11	a	a	DET
afs-72267	370	12	ten	ten	NUM
afs-72267	370	13	year	year	NOUN
afs-72267	370	14	lag	lag	NOUN
afs-72267	370	15	is	be	AUX
afs-72267	370	16	probably	probably	ADV
afs-72267	370	17	too	too	ADV
afs-72267	370	18	long	long	ADJ
afs-72267	370	19	.	.	PUNCT
afs-72267	371	1	if	if	SCONJ
afs-72267	371	2	a	a	DET
afs-72267	371	3	lag	lag	NOUN
afs-72267	371	4	of	of	ADP
afs-72267	371	5	six	six	NUM
afs-72267	371	6	years	year	NOUN
afs-72267	371	7	is	be	AUX
afs-72267	371	8	assumed	assume	VERB
afs-72267	371	9	,	,	PUNCT
afs-72267	371	10	the	the	DET
afs-72267	371	11	marginal	marginal	ADJ
afs-72267	371	12	internal	internal	ADJ
afs-72267	371	13	rate	rate	NOUN
afs-72267	371	14	of	of	ADP
afs-72267	371	15	return	return	NOUN
afs-72267	371	16	is	be	AUX
afs-72267	371	17	about	about	ADV
afs-72267	371	18	50	50	NUM
afs-72267	371	19	%	%	NOUN
afs-72267	371	20	,	,	PUNCT
afs-72267	371	21	not	not	PART
afs-72267	371	22	33	33	NUM
afs-72267	371	23	%	%	NOUN
afs-72267	371	24	.	.	PUNCT
afs-72267	372	1	2.3.4	2.3.4	X
afs-72267	372	2	.	.	PUNCT
afs-72267	372	3	production	production	NOUN
afs-72267	372	4	function	function	NOUN
afs-72267	372	5	studies	study	NOUN
afs-72267	372	6	ofevenson	ofevenson	PROPN
afs-72267	372	7	evenson	evenson	PROPN
afs-72267	372	8	(	(	PUNCT
afs-72267	372	9	1967	1967	NUM
afs-72267	372	10	,	,	PUNCT
afs-72267	372	11	1971	1971	NUM
afs-72267	372	12	,	,	PUNCT
afs-72267	372	13	1977	1977	NUM
afs-72267	372	14	)	)	PUNCT
afs-72267	372	15	has	have	AUX
afs-72267	372	16	carried	carry	VERB
afs-72267	372	17	out	out	ADP
afs-72267	372	18	a	a	DET
afs-72267	372	19	number	number	NOUN
afs-72267	372	20	of	of	ADP
afs-72267	372	21	studies	study	NOUN
afs-72267	372	22	using	use	VERB
afs-72267	372	23	the	the	DET
afs-72267	372	24	production	production	NOUN
afs-72267	372	25	function	function	NOUN
afs-72267	372	26	approach	approach	NOUN
afs-72267	372	27	.	.	PUNCT
afs-72267	373	1	an	an	DET
afs-72267	373	2	investigation	investigation	NOUN
afs-72267	373	3	done	do	VERB
afs-72267	373	4	together	together	ADV
afs-72267	373	5	with	with	ADP
afs-72267	373	6	kislev	kislev	ADJ
afs-72267	373	7	summarizes	summarize	NOUN
afs-72267	373	8	several	several	ADJ
afs-72267	373	9	studies	study	NOUN
afs-72267	373	10	(	(	PUNCT
afs-72267	373	11	see	see	VERB
afs-72267	373	12	section	section	NOUN
afs-72267	373	13	2.3.5	2.3.5	NUM
afs-72267	373	14	.	.	PUNCT
afs-72267	373	15	)	)	PUNCT
afs-72267	373	16	.	.	PUNCT
afs-72267	374	1	evenson	evenson	PROPN
afs-72267	374	2	(	(	PUNCT
afs-72267	374	3	1967	1967	NUM
afs-72267	374	4	)	)	PUNCT
afs-72267	374	5	estimated	estimate	VERB
afs-72267	374	6	the	the	DET
afs-72267	374	7	marginal	marginal	ADJ
afs-72267	374	8	rate	rate	NOUN
afs-72267	374	9	of	of	ADP
afs-72267	374	10	return	return	NOUN
afs-72267	374	11	to	to	PART
afs-72267	374	12	aggregate	aggregate	VERB
afs-72267	374	13	investment	investment	NOUN
afs-72267	374	14	in	in	ADP
afs-72267	374	15	research	research	NOUN
afs-72267	374	16	on	on	ADP
afs-72267	374	17	the	the	DET
afs-72267	374	18	experiment	experiment	NOUN
afs-72267	374	19	stations	station	NOUN
afs-72267	374	20	and	and	CCONJ
afs-72267	374	21	in	in	ADP
afs-72267	374	22	the	the	DET
afs-72267	374	23	united	united	PROPN
afs-72267	374	24	states	states	PROPN
afs-72267	374	25	department	department	PROPN
afs-72267	374	26	of	of	ADP
afs-72267	374	27	agriculture	agriculture	PROPN
afs-72267	374	28	.	.	PUNCT
afs-72267	375	1	the	the	DET
afs-72267	375	2	analysis	analysis	NOUN
afs-72267	375	3	applied	apply	VERB
afs-72267	375	4	cross	cross	ADJ
afs-72267	375	5	-	-	ADJ
afs-72267	375	6	sectional	sectional	ADJ
afs-72267	375	7	data	datum	NOUN
afs-72267	375	8	on	on	ADP
afs-72267	375	9	research	research	NOUN
afs-72267	375	10	expenditures	expenditure	NOUN
afs-72267	375	11	for	for	ADP
afs-72267	375	12	the	the	DET
afs-72267	375	13	different	different	ADJ
afs-72267	375	14	states	state	NOUN
afs-72267	375	15	and	and	CCONJ
afs-72267	375	16	timeseries	timeserie	NOUN
afs-72267	375	17	data	datum	NOUN
afs-72267	375	18	for	for	ADP
afs-72267	375	19	total	total	ADJ
afs-72267	375	20	research	research	NOUN
afs-72267	375	21	.	.	PUNCT
afs-72267	376	1	the	the	DET
afs-72267	376	2	average	average	ADJ
afs-72267	376	3	lag	lag	NOUN
afs-72267	376	4	between	between	ADP
afs-72267	376	5	research	research	NOUN
afs-72267	376	6	expenditures	expenditure	NOUN
afs-72267	376	7	and	and	CCONJ
afs-72267	376	8	effect	effect	NOUN
afs-72267	376	9	on	on	ADP
afs-72267	376	10	production	production	NOUN
afs-72267	376	11	was	be	AUX
afs-72267	376	12	also	also	ADV
afs-72267	376	13	estimated	estimate	VERB
afs-72267	376	14	.	.	PUNCT
afs-72267	377	1	in	in	ADP
afs-72267	377	2	the	the	DET
afs-72267	377	3	most	most	ADV
afs-72267	377	4	simple	simple	ADJ
afs-72267	377	5	econometric	econometric	ADJ
afs-72267	377	6	models	model	NOUN
afs-72267	377	7	technological	technological	ADJ
afs-72267	377	8	change	change	NOUN
afs-72267	377	9	is	be	AUX
afs-72267	377	10	treated	treat	VERB
afs-72267	377	11	exogenously	exogenously	ADV
afs-72267	377	12	as	as	ADP
afs-72267	377	13	268	268	NUM
afs-72267	377	14	a	a	DET
afs-72267	377	15	shift	shift	NOUN
afs-72267	377	16	in	in	ADP
afs-72267	377	17	the	the	DET
afs-72267	377	18	production	production	NOUN
afs-72267	377	19	function	function	NOUN
afs-72267	377	20	.	.	PUNCT
afs-72267	378	1	evenson	evenson	PROPN
afs-72267	378	2	presumes	presume	VERB
afs-72267	378	3	that	that	SCONJ
afs-72267	378	4	the	the	DET
afs-72267	378	5	contributions	contribution	NOUN
afs-72267	378	6	of	of	ADP
afs-72267	378	7	agricultural	agricultural	ADJ
afs-72267	378	8	research	research	NOUN
afs-72267	378	9	can	can	AUX
afs-72267	378	10	not	not	PART
afs-72267	378	11	be	be	AUX
afs-72267	378	12	explained	explain	VERB
afs-72267	378	13	by	by	ADP
afs-72267	378	14	a	a	DET
afs-72267	378	15	small	small	ADJ
afs-72267	378	16	number	number	NOUN
afs-72267	378	17	of	of	ADP
afs-72267	378	18	important	important	ADJ
afs-72267	378	19	research	research	NOUN
afs-72267	378	20	findings	finding	NOUN
afs-72267	378	21	.	.	PUNCT
afs-72267	379	1	instead	instead	ADV
afs-72267	379	2	he	he	PRON
afs-72267	379	3	thinks	think	VERB
afs-72267	379	4	of	of	ADP
afs-72267	379	5	the	the	DET
afs-72267	379	6	contributions	contribution	NOUN
afs-72267	379	7	as	as	ADP
afs-72267	379	8	small	small	ADJ
afs-72267	379	9	changes	change	NOUN
afs-72267	379	10	in	in	ADP
afs-72267	379	11	the	the	DET
afs-72267	379	12	quality	quality	NOUN
afs-72267	379	13	of	of	ADP
afs-72267	379	14	inputs	input	NOUN
afs-72267	379	15	.	.	PUNCT
afs-72267	380	1	in	in	ADP
afs-72267	380	2	the	the	DET
afs-72267	380	3	production	production	NOUN
afs-72267	380	4	function	function	NOUN
afs-72267	380	5	(	(	PUNCT
afs-72267	380	6	2.3	2.3	NUM
afs-72267	380	7	.	.	PUNCT
afs-72267	380	8	)	)	PUNCT
afs-72267	381	1	y	y	PROPN
afs-72267	381	2	=	=	SYM
afs-72267	381	3	f(x	f(x	PROPN
afs-72267	381	4	„	„	PUNCT
afs-72267	381	5	,	,	PUNCT
afs-72267	381	6	x	x	PROPN
afs-72267	381	7	12	12	NUM
afs-72267	381	8	)	)	PUNCT
afs-72267	381	9	...	...	PUNCT
afs-72267	382	1	x2l	x2l	PROPN
afs-72267	382	2	,	,	PUNCT
afs-72267	382	3	x22	x22	NUM
afs-72267	382	4	,	,	PUNCT
afs-72267	382	5	...	...	PUNCT
afs-72267	382	6	xn2	xn2	PUNCT
afs-72267	382	7	,	,	PUNCT
afs-72267	382	8	...	...	PUNCT
afs-72267	382	9	xnm	xnm	X
afs-72267	382	10	)	)	PUNCT
afs-72267	382	11	the	the	DET
afs-72267	382	12	subscript	subscript	NOUN
afs-72267	382	13	n	n	X
afs-72267	382	14	indicates	indicate	VERB
afs-72267	382	15	the	the	DET
afs-72267	382	16	type	type	NOUN
afs-72267	382	17	of	of	ADP
afs-72267	382	18	input	input	NOUN
afs-72267	382	19	and	and	CCONJ
afs-72267	382	20	the	the	DET
afs-72267	382	21	subscripts	subscript	NOUN
afs-72267	382	22	m	m	AUX
afs-72267	382	23	denote	denote	VERB
afs-72267	382	24	various	various	ADJ
afs-72267	382	25	qualities	quality	NOUN
afs-72267	382	26	.	.	PUNCT
afs-72267	383	1	the	the	DET
afs-72267	383	2	variables	variable	NOUN
afs-72267	383	3	are	be	AUX
afs-72267	383	4	usually	usually	ADV
afs-72267	383	5	aggregated	aggregate	VERB
afs-72267	383	6	using	use	VERB
afs-72267	383	7	relative	relative	ADJ
afs-72267	383	8	price	price	NOUN
afs-72267	383	9	weights	weight	NOUN
afs-72267	383	10	.	.	PUNCT
afs-72267	384	1	the	the	DET
afs-72267	384	2	quality	quality	NOUN
afs-72267	384	3	differences	difference	NOUN
afs-72267	384	4	are	be	AUX
afs-72267	384	5	not	not	PART
afs-72267	384	6	reflected	reflect	VERB
afs-72267	384	7	in	in	ADP
afs-72267	384	8	this	this	DET
afs-72267	384	9	typical	typical	ADJ
afs-72267	384	10	aggregation	aggregation	NOUN
afs-72267	384	11	.	.	PUNCT
afs-72267	385	1	evenson	evenson	PROPN
afs-72267	385	2	therefore	therefore	ADV
afs-72267	385	3	found	find	VERB
afs-72267	385	4	that	that	SCONJ
afs-72267	385	5	conventional	conventional	ADJ
afs-72267	385	6	input	input	NOUN
afs-72267	385	7	measures	measure	NOUN
afs-72267	385	8	fail	fail	VERB
afs-72267	385	9	to	to	PART
afs-72267	385	10	reflect	reflect	VERB
afs-72267	385	11	changes	change	NOUN
afs-72267	385	12	in	in	ADP
afs-72267	385	13	the	the	DET
afs-72267	385	14	quality	quality	NOUN
afs-72267	385	15	of	of	ADP
afs-72267	385	16	inputs	input	NOUN
afs-72267	385	17	.	.	PUNCT
afs-72267	386	1	thus	thus	ADV
afs-72267	386	2	it	it	PRON
afs-72267	386	3	became	become	VERB
afs-72267	386	4	important	important	ADJ
afs-72267	386	5	to	to	PART
afs-72267	386	6	put	put	VERB
afs-72267	386	7	forward	forward	ADV
afs-72267	386	8	the	the	DET
afs-72267	386	9	hypothesis	hypothesis	NOUN
afs-72267	386	10	that	that	PRON
afs-72267	386	11	a	a	DET
afs-72267	386	12	specific	specific	ADJ
afs-72267	386	13	“	"	PUNCT
afs-72267	386	14	research	research	NOUN
afs-72267	386	15	production	production	NOUN
afs-72267	386	16	function	function	NOUN
afs-72267	386	17	”	"	PUNCT
afs-72267	386	18	exists	exist	VERB
afs-72267	386	19	in	in	ADP
afs-72267	386	20	the	the	DET
afs-72267	386	21	form	form	NOUN
afs-72267	386	22	:	:	PUNCT
afs-72267	386	23	(	(	PUNCT
afs-72267	386	24	2.4	2.4	NUM
afs-72267	386	25	.	.	PUNCT
afs-72267	386	26	)	)	PUNCT
afs-72267	387	1	q	q	NOUN
afs-72267	388	1	=	=	PUNCT
afs-72267	388	2	f(z	f(z	PROPN
afs-72267	388	3	ik	ik	PROPN
afs-72267	388	4	>	>	X
afs-72267	388	5	u	u	NOUN
afs-72267	388	6	)	)	PUNCT
afs-72267	388	7	where	where	SCONJ
afs-72267	388	8	z	z	NOUN
afs-72267	388	9	ik	ik	PROPN
afs-72267	388	10	denotes	denote	VERB
afs-72267	388	11	the	the	DET
afs-72267	388	12	research	research	NOUN
afs-72267	388	13	input	input	NOUN
afs-72267	388	14	in	in	ADP
afs-72267	388	15	the	the	DET
afs-72267	388	16	form	form	NOUN
afs-72267	388	17	of	of	ADP
afs-72267	388	18	scientific	scientific	ADJ
afs-72267	388	19	skill	skill	NOUN
afs-72267	388	20	,	,	PUNCT
afs-72267	388	21	supporting	support	VERB
afs-72267	388	22	staff	staff	NOUN
afs-72267	388	23	,	,	PUNCT
afs-72267	388	24	and	and	CCONJ
afs-72267	388	25	buildings	building	NOUN
afs-72267	388	26	and	and	CCONJ
afs-72267	388	27	supplements	supplement	NOUN
afs-72267	388	28	,	,	PUNCT
afs-72267	388	29	whereas	whereas	SCONJ
afs-72267	388	30	u	u	NOUN
afs-72267	388	31	is	be	AUX
afs-72267	388	32	an	an	DET
afs-72267	388	33	error	error	NOUN
afs-72267	388	34	term	term	NOUN
afs-72267	388	35	.	.	PUNCT
afs-72267	389	1	the	the	DET
afs-72267	389	2	research	research	NOUN
afs-72267	389	3	input	input	NOUN
afs-72267	389	4	can	can	AUX
afs-72267	389	5	be	be	AUX
afs-72267	389	6	measured	measure	VERB
afs-72267	389	7	by	by	ADP
afs-72267	389	8	public	public	ADJ
afs-72267	389	9	expenditures	expenditure	NOUN
afs-72267	389	10	for	for	ADP
afs-72267	389	11	research	research	NOUN
afs-72267	389	12	.	.	PUNCT
afs-72267	390	1	the	the	DET
afs-72267	390	2	quality	quality	NOUN
afs-72267	390	3	improvements	improvement	NOUN
afs-72267	390	4	in	in	ADP
afs-72267	390	5	year	year	NOUN
afs-72267	390	6	t	t	PROPN
afs-72267	390	7	are	be	AUX
afs-72267	390	8	defined	define	VERB
afs-72267	390	9	as	as	ADP
afs-72267	390	10	r	r	NOUN
afs-72267	390	11	,	,	PUNCT
afs-72267	390	12	,	,	PUNCT
afs-72267	390	13	in	in	ADP
afs-72267	390	14	the	the	DET
afs-72267	390	15	year	year	NOUN
afs-72267	390	16	t	t	PROPN
afs-72267	390	17	—	—	PUNCT
afs-72267	390	18	l	l	NOUN
afs-72267	390	19	as	as	SCONJ
afs-72267	390	20	r	r	NOUN
afs-72267	390	21	t_~	t_~	NOUN
afs-72267	390	22	etc	etc	X
afs-72267	390	23	.	.	X
afs-72267	391	1	if	if	SCONJ
afs-72267	391	2	a	a	DET
afs-72267	391	3	lag	lag	NOUN
afs-72267	391	4	operator	operator	NOUN
afs-72267	391	5	is	be	AUX
afs-72267	391	6	included	include	VERB
afs-72267	391	7	,	,	PUNCT
afs-72267	391	8	the	the	DET
afs-72267	391	9	research	research	NOUN
afs-72267	391	10	production	production	NOUN
afs-72267	391	11	function	function	NOUN
afs-72267	391	12	becomes	become	VERB
afs-72267	391	13	:	:	PUNCT
afs-72267	391	14	(	(	PUNCT
afs-72267	391	15	2.5	2.5	NUM
afs-72267	391	16	.	.	PUNCT
afs-72267	391	17	)	)	PUNCT
afs-72267	392	1	r	r	NOUN
afs-72267	392	2	,	,	PUNCT
afs-72267	392	3	=	=	SYM
afs-72267	392	4	w(l)z	w(l)z	PROPN
afs-72267	392	5	,	,	PUNCT
afs-72267	392	6	+	+	SYM
afs-72267	392	7	c(l)u	c(l)u	PROPN
afs-72267	392	8	,	,	PUNCT
afs-72267	392	9	where	where	SCONJ
afs-72267	392	10	w(l	w(l	PROPN
afs-72267	392	11	)	)	PUNCT
afs-72267	392	12	indicates	indicate	VERB
afs-72267	392	13	a	a	DET
afs-72267	392	14	distributed	distribute	VERB
afs-72267	392	15	lag	lag	NOUN
afs-72267	392	16	function	function	NOUN
afs-72267	392	17	with	with	ADP
afs-72267	392	18	weights	weight	NOUN
afs-72267	392	19	w|(w|z	w|(w|z	PROPN
afs-72267	392	20	,	,	PUNCT
afs-72267	392	21	+	+	CCONJ
afs-72267	392	22	w	w	X
afs-72267	392	23	,	,	PUNCT
afs-72267	392	24	zt	zt	PROPN
afs-72267	392	25	_	_	PROPN
afs-72267	392	26	,	,	PUNCT
afs-72267	392	27	,	,	PUNCT
afs-72267	392	28	etc	etc	X
afs-72267	392	29	.	.	X
afs-72267	392	30	)	)	PUNCT
afs-72267	392	31	of	of	ADP
afs-72267	392	32	research	research	NOUN
afs-72267	392	33	expenditures	expenditure	NOUN
afs-72267	392	34	.	.	PUNCT
afs-72267	393	1	c(l)u	c(l)u	PROPN
afs-72267	393	2	,	,	PUNCT
afs-72267	393	3	is	be	AUX
afs-72267	393	4	a	a	DET
afs-72267	393	5	distributed	distribute	VERB
afs-72267	393	6	lag	lag	NOUN
afs-72267	393	7	function	function	NOUN
afs-72267	393	8	of	of	ADP
afs-72267	393	9	error	error	NOUN
afs-72267	393	10	terms	term	NOUN
afs-72267	393	11	.	.	PUNCT
afs-72267	394	1	with	with	ADP
afs-72267	394	2	the	the	DET
afs-72267	394	3	research	research	NOUN
afs-72267	394	4	production	production	NOUN
afs-72267	394	5	function	function	NOUN
afs-72267	394	6	r	r	NOUN
afs-72267	394	7	,	,	PUNCT
afs-72267	394	8	,	,	PUNCT
afs-72267	394	9	a	a	DET
afs-72267	394	10	stock	stock	NOUN
afs-72267	394	11	of	of	ADP
afs-72267	394	12	knowledge	knowledge	NOUN
afs-72267	394	13	k	k	PROPN
afs-72267	394	14	is	be	AUX
afs-72267	394	15	defined	define	VERB
afs-72267	394	16	.	.	PUNCT
afs-72267	395	1	the	the	DET
afs-72267	395	2	stock	stock	NOUN
afs-72267	395	3	of	of	ADP
afs-72267	395	4	knowledge	knowledge	NOUN
afs-72267	395	5	is	be	AUX
afs-72267	395	6	filled	fill	VERB
afs-72267	395	7	in	in	ADP
afs-72267	395	8	with	with	ADP
afs-72267	395	9	the	the	DET
afs-72267	395	10	help	help	NOUN
afs-72267	395	11	of	of	ADP
afs-72267	395	12	r	r	NOUN
afs-72267	395	13	,	,	PUNCT
afs-72267	395	14	at	at	ADP
afs-72267	395	15	the	the	DET
afs-72267	395	16	same	same	ADJ
afs-72267	395	17	time	time	NOUN
afs-72267	395	18	as	as	SCONJ
afs-72267	395	19	some	some	PRON
afs-72267	395	20	of	of	ADP
afs-72267	395	21	the	the	DET
afs-72267	395	22	knowledge	knowledge	NOUN
afs-72267	395	23	depreciates	depreciate	VERB
afs-72267	395	24	(	(	PUNCT
afs-72267	395	25	becomes	become	VERB
afs-72267	395	26	obsolete	obsolete	ADJ
afs-72267	395	27	)	)	PUNCT
afs-72267	395	28	.	.	PUNCT
afs-72267	396	1	evenson	evenson	PROPN
afs-72267	396	2	attempted	attempt	VERB
afs-72267	396	3	,	,	PUNCT
afs-72267	396	4	in	in	ADP
afs-72267	396	5	particular	particular	ADJ
afs-72267	396	6	to	to	PART
afs-72267	396	7	estimate	estimate	VERB
afs-72267	396	8	the	the	DET
afs-72267	396	9	mean	mean	ADJ
afs-72267	396	10	time	time	NOUN
afs-72267	396	11	lag	lag	VERB
afs-72267	396	12	.	.	PUNCT
afs-72267	397	1	in	in	ADP
afs-72267	397	2	doing	do	VERB
afs-72267	397	3	so	so	ADV
afs-72267	397	4	he	he	PRON
afs-72267	397	5	explores	explore	VERB
afs-72267	397	6	both	both	PRON
afs-72267	397	7	an	an	DET
afs-72267	397	8	exponentially	exponentially	ADV
afs-72267	397	9	declining	decline	VERB
afs-72267	397	10	and	and	CCONJ
afs-72267	397	11	a	a	DET
afs-72267	397	12	symmetric	symmetric	ADJ
afs-72267	397	13	or	or	CCONJ
afs-72267	397	14	inverted	invert	VERB
afs-72267	397	15	v	v	NUM
afs-72267	397	16	distribution	distribution	NOUN
afs-72267	397	17	.	.	PUNCT
afs-72267	398	1	the	the	DET
afs-72267	398	2	length	length	NOUN
afs-72267	398	3	of	of	ADP
afs-72267	398	4	lag	lag	NOUN
afs-72267	398	5	is	be	AUX
afs-72267	398	6	estimated	estimate	VERB
afs-72267	398	7	by	by	ADP
afs-72267	398	8	ordinary	ordinary	ADJ
afs-72267	398	9	least	least	ADJ
afs-72267	398	10	squares	square	NOUN
afs-72267	398	11	and	and	CCONJ
afs-72267	398	12	the	the	DET
afs-72267	398	13	alternative	alternative	NOUN
afs-72267	398	14	with	with	ADP
afs-72267	398	15	the	the	DET
afs-72267	398	16	highest	high	ADJ
afs-72267	398	17	coefficient	coefficient	NOUN
afs-72267	398	18	of	of	ADP
afs-72267	398	19	determination	determination	NOUN
afs-72267	398	20	r	r	NOUN
afs-72267	398	21	2	2	NUM
afs-72267	398	22	is	be	AUX
afs-72267	398	23	chosen	choose	VERB
afs-72267	398	24	.	.	PUNCT
afs-72267	399	1	the	the	DET
afs-72267	399	2	data	datum	NOUN
afs-72267	399	3	used	use	VERB
afs-72267	399	4	is	be	AUX
afs-72267	399	5	from	from	ADP
afs-72267	399	6	american	american	ADJ
afs-72267	399	7	agriculture	agriculture	NOUN
afs-72267	399	8	.	.	PUNCT
afs-72267	400	1	two	two	NUM
afs-72267	400	2	different	different	ADJ
afs-72267	400	3	functions	function	NOUN
afs-72267	400	4	are	be	AUX
afs-72267	400	5	used	use	VERB
afs-72267	400	6	.	.	PUNCT
afs-72267	401	1	the	the	DET
afs-72267	401	2	first	first	ADJ
afs-72267	401	3	is	be	AUX
afs-72267	401	4	an	an	DET
afs-72267	401	5	aggregate	aggregate	ADJ
afs-72267	401	6	cobbdouglas	cobbdougla	NOUN
afs-72267	401	7	function	function	NOUN
afs-72267	401	8	including	include	VERB
afs-72267	401	9	a	a	DET
afs-72267	401	10	research	research	NOUN
afs-72267	401	11	variable	variable	NOUN
afs-72267	401	12	,	,	PUNCT
afs-72267	401	13	and	and	CCONJ
afs-72267	401	14	the	the	DET
afs-72267	401	15	second	second	NOUN
afs-72267	401	16	is	be	AUX
afs-72267	401	17	a	a	DET
afs-72267	401	18	“	"	PUNCT
afs-72267	401	19	residual	residual	ADJ
afs-72267	401	20	”	"	PUNCT
afs-72267	401	21	function	function	NOUN
afs-72267	401	22	with	with	ADP
afs-72267	401	23	the	the	DET
afs-72267	401	24	ratio	ratio	NOUN
afs-72267	401	25	of	of	ADP
afs-72267	401	26	output	output	NOUN
afs-72267	401	27	to	to	PART
afs-72267	401	28	input	input	NOUN
afs-72267	401	29	as	as	ADP
afs-72267	401	30	the	the	DET
afs-72267	401	31	dependent	dependent	ADJ
afs-72267	401	32	variable	variable	NOUN
afs-72267	401	33	(	(	PUNCT
afs-72267	401	34	y	y	PROPN
afs-72267	401	35	/	/	SYM
afs-72267	401	36	j	j	PROPN
afs-72267	401	37	=	=	PROPN
afs-72267	401	38	ard	ard	PROPN
afs-72267	401	39	)	)	PUNCT
afs-72267	401	40	.	.	PUNCT
afs-72267	402	1	his	his	PRON
afs-72267	402	2	conclusions	conclusion	NOUN
afs-72267	402	3	are	be	AUX
afs-72267	402	4	:	:	PUNCT
afs-72267	402	5	1	1	X
afs-72267	402	6	.	.	X
afs-72267	403	1	the	the	DET
afs-72267	403	2	highest	high	ADJ
afs-72267	403	3	r	r	NOUN
afs-72267	403	4	2	2	NUM
afs-72267	403	5	is	be	AUX
afs-72267	403	6	found	find	VERB
afs-72267	403	7	at	at	ADP
afs-72267	403	8	six	six	NUM
afs-72267	403	9	to	to	PART
afs-72267	403	10	seven	seven	NUM
afs-72267	403	11	and	and	CCONJ
afs-72267	403	12	a	a	DET
afs-72267	403	13	half	half	NOUN
afs-72267	403	14	years	year	NOUN
afs-72267	403	15	.	.	PUNCT
afs-72267	404	1	the	the	DET
afs-72267	404	2	average	average	ADJ
afs-72267	404	3	lag	lag	NOUN
afs-72267	404	4	between	between	ADP
afs-72267	404	5	investment	investment	NOUN
afs-72267	404	6	in	in	ADP
afs-72267	404	7	research	research	NOUN
afs-72267	404	8	and	and	CCONJ
afs-72267	404	9	results	result	NOUN
afs-72267	404	10	in	in	ADP
afs-72267	404	11	production	production	NOUN
afs-72267	404	12	thus	thus	ADV
afs-72267	404	13	seems	seem	VERB
afs-72267	404	14	to	to	PART
afs-72267	404	15	be	be	AUX
afs-72267	404	16	six	six	NUM
afs-72267	404	17	to	to	PART
afs-72267	404	18	seven	seven	NUM
afs-72267	404	19	and	and	CCONJ
afs-72267	404	20	a	a	DET
afs-72267	404	21	half	half	NOUN
afs-72267	404	22	years	year	NOUN
afs-72267	404	23	.	.	PUNCT
afs-72267	405	1	with	with	ADP
afs-72267	405	2	a	a	DET
afs-72267	405	3	95	95	NUM
afs-72267	405	4	%	%	NOUN
afs-72267	405	5	confidence	confidence	NOUN
afs-72267	405	6	interval	interval	NOUN
afs-72267	405	7	,	,	PUNCT
afs-72267	405	8	the	the	DET
afs-72267	405	9	mean	mean	ADJ
afs-72267	405	10	time	time	NOUN
afs-72267	405	11	lag	lag	NOUN
afs-72267	405	12	would	would	AUX
afs-72267	405	13	be	be	AUX
afs-72267	405	14	three	three	NUM
afs-72267	405	15	and	and	CCONJ
afs-72267	405	16	a	a	DET
afs-72267	405	17	half	half	NOUN
afs-72267	405	18	to	to	ADP
afs-72267	405	19	eleven	eleven	NUM
afs-72267	405	20	years	year	NOUN
afs-72267	405	21	.	.	PUNCT
afs-72267	406	1	2	2	X
afs-72267	406	2	.	.	X
afs-72267	406	3	griliches	griliche	NOUN
afs-72267	406	4	calculated	calculate	VERB
afs-72267	406	5	the	the	DET
afs-72267	406	6	marginal	marginal	ADJ
afs-72267	406	7	product	product	NOUN
afs-72267	406	8	of	of	ADP
afs-72267	406	9	research	research	NOUN
afs-72267	406	10	and	and	CCONJ
afs-72267	406	11	extension	extension	NOUN
afs-72267	406	12	to	to	PART
afs-72267	406	13	be	be	AUX
afs-72267	406	14	usd	usd	PROPN
afs-72267	406	15	13	13	NUM
afs-72267	406	16	of	of	ADP
afs-72267	406	17	output	output	NOUN
afs-72267	406	18	produced	produce	VERB
afs-72267	406	19	for	for	ADP
afs-72267	406	20	each	each	DET
afs-72267	406	21	dollar	dollar	NOUN
afs-72267	406	22	invested	invest	VERB
afs-72267	406	23	in	in	ADP
afs-72267	406	24	research	research	NOUN
afs-72267	406	25	and	and	CCONJ
afs-72267	406	26	extension	extension	NOUN
afs-72267	406	27	.	.	PUNCT
afs-72267	407	1	using	use	VERB
afs-72267	407	2	the	the	DET
afs-72267	407	3	same	same	ADJ
afs-72267	407	4	crosssectional	crosssectional	ADJ
afs-72267	407	5	data	datum	NOUN
afs-72267	407	6	,	,	PUNCT
afs-72267	407	7	evenson	evenson	PROPN
afs-72267	407	8	reports	report	VERB
afs-72267	407	9	to	to	PART
afs-72267	407	10	have	have	AUX
afs-72267	407	11	calculated	calculate	VERB
afs-72267	407	12	a	a	DET
afs-72267	407	13	similar	similar	ADJ
afs-72267	407	14	marginal	marginal	ADJ
afs-72267	407	15	product	product	NOUN
afs-72267	407	16	of	of	ADP
afs-72267	407	17	usd	usd	NOUN
afs-72267	407	18	10	10	NUM
afs-72267	407	19	.	.	PUNCT
afs-72267	408	1	using	use	VERB
afs-72267	408	2	time	time	NOUN
afs-72267	408	3	-	-	PUNCT
afs-72267	408	4	series	series	NOUN
afs-72267	408	5	data	datum	NOUN
afs-72267	408	6	,	,	PUNCT
afs-72267	408	7	he	he	PRON
afs-72267	408	8	reports	report	VERB
afs-72267	408	9	estimates	estimate	NOUN
afs-72267	408	10	of	of	ADP
afs-72267	408	11	a	a	DET
afs-72267	408	12	marginal	marginal	ADJ
afs-72267	408	13	product	product	NOUN
afs-72267	408	14	of	of	ADP
afs-72267	408	15	about	about	ADP
afs-72267	408	16	usd	usd	NOUN
afs-72267	408	17	40	40	NUM
afs-72267	408	18	.	.	PUNCT
afs-72267	409	1	3	3	X
afs-72267	409	2	.	.	X
afs-72267	409	3	cross	cross	ADJ
afs-72267	409	4	-	-	ADJ
afs-72267	409	5	sectional	sectional	ADJ
afs-72267	409	6	data	datum	NOUN
afs-72267	409	7	tend	tend	VERB
afs-72267	409	8	to	to	PART
afs-72267	409	9	underestimate	underestimate	VERB
afs-72267	409	10	the	the	DET
afs-72267	409	11	research	research	NOUN
afs-72267	409	12	results	result	NOUN
afs-72267	409	13	,	,	PUNCT
afs-72267	409	14	as	as	SCONJ
afs-72267	409	15	the	the	DET
afs-72267	409	16	“	"	PUNCT
afs-72267	409	17	spillover	spillover	NOUN
afs-72267	409	18	”	"	PUNCT
afs-72267	409	19	effect	effect	NOUN
afs-72267	409	20	(	(	PUNCT
afs-72267	409	21	cf	cf	NOUN
afs-72267	409	22	.	.	PUNCT
afs-72267	409	23	chapter	chapter	NOUN
afs-72267	409	24	1	1	NUM
afs-72267	409	25	)	)	PUNCT
afs-72267	409	26	between	between	ADP
afs-72267	409	27	states	state	NOUN
afs-72267	409	28	is	be	AUX
afs-72267	409	29	not	not	PART
afs-72267	409	30	included	include	VERB
afs-72267	409	31	in	in	ADP
afs-72267	409	32	the	the	DET
afs-72267	409	33	cross	cross	NOUN
afs-72267	409	34	-	-	NOUN
afs-72267	409	35	section	section	NOUN
afs-72267	409	36	.	.	PUNCT
afs-72267	410	1	the	the	DET
afs-72267	410	2	state	state	NOUN
afs-72267	410	3	of	of	ADP
afs-72267	410	4	research	research	NOUN
afs-72267	410	5	origin	origin	NOUN
afs-72267	410	6	can	can	AUX
afs-72267	410	7	not	not	PART
afs-72267	410	8	capture	capture	VERB
afs-72267	410	9	all	all	DET
afs-72267	410	10	the	the	DET
afs-72267	410	11	benefits	benefit	NOUN
afs-72267	410	12	of	of	ADP
afs-72267	410	13	research	research	NOUN
afs-72267	410	14	,	,	PUNCT
afs-72267	410	15	since	since	SCONJ
afs-72267	410	16	some	some	PRON
afs-72267	410	17	of	of	ADP
afs-72267	410	18	it	it	PRON
afs-72267	410	19	passes	pass	VERB
afs-72267	410	20	over	over	ADP
afs-72267	410	21	to	to	ADP
afs-72267	410	22	other	other	ADJ
afs-72267	410	23	states	state	NOUN
afs-72267	410	24	.	.	PUNCT
afs-72267	411	1	the	the	DET
afs-72267	411	2	research	research	NOUN
afs-72267	411	3	carried	carry	VERB
afs-72267	411	4	out	out	ADP
afs-72267	411	5	in	in	ADP
afs-72267	411	6	one	one	NUM
afs-72267	411	7	state	state	NOUN
afs-72267	411	8	thus	thus	ADV
afs-72267	411	9	affects	affect	VERB
afs-72267	411	10	the	the	DET
afs-72267	411	11	production	production	NOUN
afs-72267	411	12	function	function	NOUN
afs-72267	411	13	of	of	ADP
afs-72267	411	14	other	other	ADJ
afs-72267	411	15	states	state	NOUN
afs-72267	411	16	.	.	PUNCT
afs-72267	412	1	a	a	DET
afs-72267	412	2	study	study	NOUN
afs-72267	412	3	carried	carry	VERB
afs-72267	412	4	out	out	ADP
afs-72267	412	5	later	later	ADV
afs-72267	412	6	(	(	PUNCT
afs-72267	412	7	evenson	evenson	NOUN
afs-72267	412	8	1971	1971	NUM
afs-72267	412	9	)	)	PUNCT
afs-72267	412	10	concerning	concern	VERB
afs-72267	412	11	the	the	DET
afs-72267	412	12	organization	organization	NOUN
afs-72267	412	13	of	of	ADP
afs-72267	412	14	agricultural	agricultural	ADJ
afs-72267	412	15	research	research	NOUN
afs-72267	412	16	uses	use	VERB
afs-72267	412	17	the	the	DET
afs-72267	412	18	same	same	ADJ
afs-72267	412	19	theoretical	theoretical	ADJ
afs-72267	412	20	framework	framework	NOUN
afs-72267	412	21	.	.	PUNCT
afs-72267	413	1	the	the	DET
afs-72267	413	2	conclusions	conclusion	NOUN
afs-72267	413	3	of	of	ADP
afs-72267	413	4	this	this	DET
afs-72267	413	5	study	study	NOUN
afs-72267	413	6	support	support	VERB
afs-72267	413	7	the	the	DET
afs-72267	413	8	assumption	assumption	NOUN
afs-72267	413	9	that	that	SCONJ
afs-72267	413	10	economies	economy	NOUN
afs-72267	413	11	of	of	ADP
afs-72267	413	12	scale	scale	NOUN
afs-72267	413	13	also	also	ADV
afs-72267	413	14	applies	apply	VERB
afs-72267	413	15	to	to	PART
afs-72267	413	16	research	research	NOUN
afs-72267	413	17	at	at	ADP
afs-72267	413	18	the	the	DET
afs-72267	413	19	experiment	experiment	NOUN
afs-72267	413	20	stations	station	NOUN
afs-72267	413	21	.	.	PUNCT
afs-72267	414	1	it	it	PRON
afs-72267	414	2	is	be	AUX
afs-72267	414	3	also	also	ADV
afs-72267	414	4	commented	comment	VERB
afs-72267	414	5	that	that	SCONJ
afs-72267	414	6	a	a	DET
afs-72267	414	7	stochastic	stochastic	ADJ
afs-72267	414	8	term	term	NOUN
afs-72267	414	9	could	could	AUX
afs-72267	414	10	well	well	ADV
afs-72267	414	11	be	be	AUX
afs-72267	414	12	included	include	VERB
afs-72267	414	13	in	in	ADP
afs-72267	414	14	the	the	DET
afs-72267	414	15	research	research	NOUN
afs-72267	414	16	production	production	NOUN
afs-72267	414	17	function	function	NOUN
afs-72267	414	18	r	r	NOUN
afs-72267	414	19	,	,	PUNCT
afs-72267	414	20	.	.	PUNCT
afs-72267	415	1	evenson	evenson	PROPN
afs-72267	415	2	(	(	PUNCT
afs-72267	415	3	1977	1977	NUM
afs-72267	415	4	)	)	PUNCT
afs-72267	415	5	later	later	ADV
afs-72267	415	6	points	point	VERB
afs-72267	415	7	out	out	ADP
afs-72267	415	8	that	that	SCONJ
afs-72267	415	9	attempts	attempt	NOUN
afs-72267	415	10	should	should	AUX
afs-72267	415	11	be	be	AUX
afs-72267	415	12	made	make	VERB
afs-72267	415	13	to	to	PART
afs-72267	415	14	distinguish	distinguish	VERB
afs-72267	415	15	between	between	ADP
afs-72267	415	16	different	different	ADJ
afs-72267	415	17	types	type	NOUN
afs-72267	415	18	of	of	ADP
afs-72267	415	19	skills	skill	NOUN
afs-72267	415	20	inventive	inventive	ADJ
afs-72267	415	21	,	,	PUNCT
afs-72267	415	22	technical	technical	ADJ
afs-72267	415	23	and	and	CCONJ
afs-72267	415	24	engineering	engineering	NOUN
afs-72267	415	25	,	,	PUNCT
afs-72267	415	26	technical	technical	ADJ
afs-72267	415	27	-	-	PUNCT
afs-72267	415	28	scientific	scientific	ADJ
afs-72267	415	29	,	,	PUNCT
afs-72267	415	30	conceptual	conceptual	ADJ
afs-72267	415	31	-	-	PUNCT
afs-72267	415	32	scientific	scientific	ADJ
afs-72267	415	33	etc	etc	X
afs-72267	415	34	.	.	X
afs-72267	416	1	because	because	SCONJ
afs-72267	416	2	their	their	PRON
afs-72267	416	3	relevance	relevance	NOUN
afs-72267	416	4	applies	apply	VERB
afs-72267	416	5	to	to	ADP
afs-72267	416	6	the	the	DET
afs-72267	416	7	production	production	NOUN
afs-72267	416	8	function	function	NOUN
afs-72267	416	9	in	in	ADP
afs-72267	416	10	269	269	NUM
afs-72267	416	11	different	different	ADJ
afs-72267	416	12	ways	way	NOUN
afs-72267	416	13	.	.	PUNCT
afs-72267	417	1	correspondingly	correspondingly	ADV
afs-72267	417	2	an	an	DET
afs-72267	417	3	attempt	attempt	NOUN
afs-72267	417	4	could	could	AUX
afs-72267	417	5	be	be	AUX
afs-72267	417	6	made	make	VERB
afs-72267	417	7	to	to	PART
afs-72267	417	8	distinguish	distinguish	VERB
afs-72267	417	9	between	between	ADP
afs-72267	417	10	different	different	ADJ
afs-72267	417	11	types	type	NOUN
afs-72267	417	12	of	of	ADP
afs-72267	417	13	research	research	NOUN
afs-72267	417	14	so	so	SCONJ
afs-72267	417	15	that	that	SCONJ
afs-72267	417	16	several	several	ADJ
afs-72267	417	17	categories	category	NOUN
afs-72267	417	18	could	could	AUX
afs-72267	417	19	be	be	AUX
afs-72267	417	20	utilized	utilize	VERB
afs-72267	417	21	.	.	PUNCT
afs-72267	418	1	2.3.5	2.3.5	NUM
afs-72267	418	2	.	.	PUNCT
afs-72267	419	1	the	the	DET
afs-72267	419	2	studies	study	NOUN
afs-72267	419	3	carried	carry	VERB
afs-72267	419	4	out	out	ADP
afs-72267	419	5	by	by	ADP
afs-72267	419	6	evenson	evenson	PROPN
afs-72267	419	7	and	and	CCONJ
afs-72267	419	8	kislev	kislev	ADJ
afs-72267	419	9	evenson	evenson	PROPN
afs-72267	419	10	and	and	CCONJ
afs-72267	419	11	kislev	kislev	PROPN
afs-72267	419	12	(	(	PUNCT
afs-72267	419	13	1975	1975	NUM
afs-72267	419	14	)	)	PUNCT
afs-72267	419	15	summarized	summarize	VERB
afs-72267	419	16	their	their	PRON
afs-72267	419	17	studies	study	NOUN
afs-72267	419	18	on	on	ADP
afs-72267	419	19	the	the	DET
afs-72267	419	20	economics	economic	NOUN
afs-72267	419	21	of	of	ADP
afs-72267	419	22	agricultural	agricultural	ADJ
afs-72267	419	23	research	research	NOUN
afs-72267	419	24	in	in	ADP
afs-72267	419	25	the	the	DET
afs-72267	419	26	book	book	NOUN
afs-72267	419	27	agricultural	agricultural	ADJ
afs-72267	419	28	research	research	NOUN
afs-72267	419	29	and	and	CCONJ
afs-72267	419	30	productivity	productivity	NOUN
afs-72267	419	31	.	.	PUNCT
afs-72267	420	1	the	the	DET
afs-72267	420	2	perspective	perspective	NOUN
afs-72267	420	3	is	be	AUX
afs-72267	420	4	international	international	ADJ
afs-72267	420	5	,	,	PUNCT
afs-72267	420	6	and	and	CCONJ
afs-72267	420	7	focuses	focus	VERB
afs-72267	420	8	on	on	ADP
afs-72267	420	9	the	the	DET
afs-72267	420	10	diffusion	diffusion	NOUN
afs-72267	420	11	of	of	ADP
afs-72267	420	12	agricultural	agricultural	ADJ
afs-72267	420	13	innovations	innovation	NOUN
afs-72267	420	14	to	to	ADP
afs-72267	420	15	developing	develop	VERB
afs-72267	420	16	countries	country	NOUN
afs-72267	420	17	.	.	PUNCT
afs-72267	421	1	only	only	ADV
afs-72267	421	2	a	a	DET
afs-72267	421	3	few	few	ADJ
afs-72267	421	4	parts	part	NOUN
afs-72267	421	5	of	of	ADP
afs-72267	421	6	the	the	DET
afs-72267	421	7	book	book	NOUN
afs-72267	421	8	will	will	AUX
afs-72267	421	9	be	be	AUX
afs-72267	421	10	touched	touch	VERB
afs-72267	421	11	upon	upon	SCONJ
afs-72267	421	12	here	here	ADV
afs-72267	421	13	.	.	PUNCT
afs-72267	422	1	a	a	DET
afs-72267	422	2	special	special	ADJ
afs-72267	422	3	“	"	PUNCT
afs-72267	422	4	knowledge	knowledge	NOUN
afs-72267	422	5	production	production	NOUN
afs-72267	422	6	function	function	NOUN
afs-72267	422	7	”	"	PUNCT
afs-72267	422	8	is	be	AUX
afs-72267	422	9	defined	define	VERB
afs-72267	422	10	on	on	ADP
afs-72267	422	11	the	the	DET
afs-72267	422	12	basis	basis	NOUN
afs-72267	422	13	of	of	ADP
afs-72267	422	14	scientific	scientific	ADJ
afs-72267	422	15	publications	publication	NOUN
afs-72267	422	16	in	in	ADP
afs-72267	422	17	agricultural	agricultural	ADJ
afs-72267	422	18	sciences	science	NOUN
afs-72267	422	19	,	,	PUNCT
afs-72267	422	20	scientific	scientific	ADJ
afs-72267	422	21	man	man	NOUN
afs-72267	422	22	-	-	PUNCT
afs-72267	422	23	years	year	NOUN
afs-72267	422	24	in	in	ADP
afs-72267	422	25	agricultural	agricultural	ADJ
afs-72267	422	26	research	research	NOUN
afs-72267	422	27	,	,	PUNCT
afs-72267	422	28	expenditures	expenditure	NOUN
afs-72267	422	29	on	on	ADP
afs-72267	422	30	agricultural	agricultural	ADJ
afs-72267	422	31	research	research	NOUN
afs-72267	422	32	,	,	PUNCT
afs-72267	422	33	gnp	gnp	NOUN
afs-72267	422	34	per	per	ADP
afs-72267	422	35	capita	capita	NOUN
afs-72267	422	36	and	and	CCONJ
afs-72267	422	37	the	the	DET
afs-72267	422	38	number	number	NOUN
afs-72267	422	39	of	of	ADP
afs-72267	422	40	newspapers	newspaper	NOUN
afs-72267	422	41	per	per	ADP
afs-72267	422	42	10,000	10,000	NUM
afs-72267	422	43	people	people	NOUN
afs-72267	422	44	.	.	PUNCT
afs-72267	423	1	cross	cross	ADJ
afs-72267	423	2	-	-	ADJ
afs-72267	423	3	sectional	sectional	ADJ
afs-72267	423	4	data	datum	NOUN
afs-72267	423	5	is	be	AUX
afs-72267	423	6	used	use	VERB
afs-72267	423	7	to	to	PART
afs-72267	423	8	estimate	estimate	VERB
afs-72267	423	9	a	a	DET
afs-72267	423	10	cobb	cobb	PROPN
afs-72267	423	11	-	-	PUNCT
afs-72267	423	12	douglas	douglas	PROPN
afs-72267	423	13	knowledge	knowledge	PROPN
afs-72267	423	14	production	production	NOUN
afs-72267	423	15	function	function	NOUN
afs-72267	423	16	.	.	PUNCT
afs-72267	424	1	the	the	DET
afs-72267	424	2	data	datum	NOUN
afs-72267	424	3	is	be	AUX
afs-72267	424	4	collected	collect	VERB
afs-72267	424	5	from	from	ADP
afs-72267	424	6	44	44	NUM
afs-72267	424	7	different	different	ADJ
afs-72267	424	8	countries	country	NOUN
afs-72267	424	9	.	.	PUNCT
afs-72267	425	1	determinants	determinant	NOUN
afs-72267	425	2	of	of	ADP
afs-72267	425	3	research	research	NOUN
afs-72267	425	4	investment	investment	NOUN
afs-72267	425	5	are	be	AUX
afs-72267	425	6	estimated	estimate	VERB
afs-72267	425	7	in	in	ADP
afs-72267	425	8	a	a	DET
afs-72267	425	9	similar	similar	ADJ
afs-72267	425	10	way	way	NOUN
afs-72267	425	11	.	.	PUNCT
afs-72267	426	1	the	the	DET
afs-72267	426	2	explaining	explain	VERB
afs-72267	426	3	variables	variable	NOUN
afs-72267	426	4	used	use	VERB
afs-72267	426	5	are	be	AUX
afs-72267	426	6	the	the	DET
afs-72267	426	7	value	value	NOUN
afs-72267	426	8	of	of	ADP
afs-72267	426	9	the	the	DET
afs-72267	426	10	product	product	NOUN
afs-72267	426	11	in	in	ADP
afs-72267	426	12	question	question	NOUN
afs-72267	426	13	out	out	ADP
afs-72267	426	14	of	of	ADP
afs-72267	426	15	total	total	ADJ
afs-72267	426	16	output	output	NOUN
afs-72267	426	17	,	,	PUNCT
afs-72267	426	18	its	its	PRON
afs-72267	426	19	share	share	NOUN
afs-72267	426	20	of	of	ADP
afs-72267	426	21	exports	export	NOUN
afs-72267	426	22	,	,	PUNCT
afs-72267	426	23	the	the	DET
afs-72267	426	24	proportion	proportion	NOUN
afs-72267	426	25	of	of	ADP
afs-72267	426	26	farm	farm	NOUN
afs-72267	426	27	labour	labour	NOUN
afs-72267	426	28	out	out	ADP
afs-72267	426	29	of	of	ADP
afs-72267	426	30	the	the	DET
afs-72267	426	31	total	total	ADJ
afs-72267	426	32	labour	labour	ADJ
afs-72267	426	33	force	force	NOUN
afs-72267	426	34	,	,	PUNCT
afs-72267	426	35	etc	etc	X
afs-72267	426	36	.	.	X
afs-72267	426	37	one	one	NUM
afs-72267	426	38	chapter	chapter	NOUN
afs-72267	426	39	deals	deal	VERB
afs-72267	426	40	with	with	ADP
afs-72267	426	41	research	research	NOUN
afs-72267	426	42	programmes	programme	NOUN
afs-72267	426	43	for	for	ADP
afs-72267	426	44	wheat	wheat	NOUN
afs-72267	426	45	and	and	CCONJ
afs-72267	426	46	maize	maize	NOUN
afs-72267	426	47	.	.	PUNCT
afs-72267	427	1	the	the	DET
afs-72267	427	2	period	period	NOUN
afs-72267	427	3	analyzed	analyze	VERB
afs-72267	427	4	is	be	AUX
afs-72267	427	5	1948—1968	1948—1968	NUM
afs-72267	427	6	,	,	PUNCT
afs-72267	427	7	and	and	CCONJ
afs-72267	427	8	the	the	DET
afs-72267	427	9	data	datum	NOUN
afs-72267	427	10	was	be	AUX
afs-72267	427	11	collected	collect	VERB
afs-72267	427	12	from	from	ADP
afs-72267	427	13	68	68	NUM
afs-72267	427	14	differentcountries	differentcountrie	NOUN
afs-72267	427	15	.	.	PUNCT
afs-72267	428	1	the	the	DET
afs-72267	428	2	yields	yield	NOUN
afs-72267	428	3	are	be	AUX
afs-72267	428	4	defined	define	VERB
afs-72267	428	5	as	as	ADP
afs-72267	428	6	a	a	DET
afs-72267	428	7	function	function	NOUN
afs-72267	428	8	of	of	ADP
afs-72267	428	9	soil	soil	NOUN
afs-72267	428	10	,	,	PUNCT
afs-72267	428	11	climate	climate	NOUN
afs-72267	428	12	and	and	CCONJ
afs-72267	428	13	technology	technology	NOUN
afs-72267	428	14	.	.	PUNCT
afs-72267	429	1	technology	technology	NOUN
afs-72267	429	2	is	be	AUX
afs-72267	429	3	determined	determine	VERB
afs-72267	429	4	by	by	ADP
afs-72267	429	5	the	the	DET
afs-72267	429	6	stock	stock	NOUN
afs-72267	429	7	of	of	ADP
afs-72267	429	8	knowledge	knowledge	NOUN
afs-72267	429	9	,	,	PUNCT
afs-72267	429	10	which	which	PRON
afs-72267	429	11	is	be	AUX
afs-72267	429	12	partly	partly	ADV
afs-72267	429	13	indigenous	indigenous	ADJ
afs-72267	429	14	,	,	PUNCT
afs-72267	429	15	partly	partly	ADV
afs-72267	429	16	imported	import	VERB
afs-72267	429	17	from	from	ADP
afs-72267	429	18	other	other	ADJ
afs-72267	429	19	countries	country	NOUN
afs-72267	429	20	.	.	PUNCT
afs-72267	430	1	functions	function	NOUN
afs-72267	430	2	for	for	ADP
afs-72267	430	3	estimating	estimate	VERB
afs-72267	430	4	both	both	CCONJ
afs-72267	430	5	the	the	DET
afs-72267	430	6	regional	regional	ADJ
afs-72267	430	7	and	and	CCONJ
afs-72267	430	8	the	the	DET
afs-72267	430	9	borrowed	borrow	VERB
afs-72267	430	10	stocks	stock	NOUN
afs-72267	430	11	of	of	ADP
afs-72267	430	12	knowledge	knowledge	NOUN
afs-72267	430	13	are	be	AUX
afs-72267	430	14	specified	specify	VERB
afs-72267	430	15	.	.	PUNCT
afs-72267	431	1	figure	figure	NOUN
afs-72267	431	2	2	2	NUM
afs-72267	431	3	illustrates	illustrate	VERB
afs-72267	431	4	the	the	DET
afs-72267	431	5	internal	internal	ADJ
afs-72267	431	6	relation	relation	NOUN
afs-72267	431	7	between	between	ADP
afs-72267	431	8	the	the	DET
afs-72267	431	9	stocks	stock	NOUN
afs-72267	431	10	of	of	ADP
afs-72267	431	11	knowledge	knowledge	NOUN
afs-72267	431	12	.	.	PUNCT
afs-72267	432	1	two	two	NUM
afs-72267	432	2	different	different	ADJ
afs-72267	432	3	sets	set	NOUN
afs-72267	432	4	of	of	ADP
afs-72267	432	5	estimates	estimate	NOUN
afs-72267	432	6	are	be	AUX
afs-72267	432	7	calculated	calculate	VERB
afs-72267	432	8	,	,	PUNCT
afs-72267	432	9	one	one	NUM
afs-72267	432	10	on	on	ADP
afs-72267	432	11	the	the	DET
afs-72267	432	12	basis	basis	NOUN
afs-72267	432	13	of	of	ADP
afs-72267	432	14	cross	cross	NOUN
afs-72267	432	15	-	-	NOUN
afs-72267	432	16	sections	section	NOUN
afs-72267	432	17	and	and	CCONJ
afs-72267	432	18	one	one	NUM
afs-72267	432	19	on	on	ADP
afs-72267	432	20	the	the	DET
afs-72267	432	21	basis	basis	NOUN
afs-72267	432	22	of	of	ADP
afs-72267	432	23	cross	cross	NOUN
afs-72267	432	24	-	-	NOUN
afs-72267	432	25	sections	section	NOUN
afs-72267	432	26	and	and	CCONJ
afs-72267	432	27	timeseries	timeserie	NOUN
afs-72267	432	28	.	.	PUNCT
afs-72267	433	1	the	the	DET
afs-72267	433	2	growth	growth	NOUN
afs-72267	433	3	of	of	ADP
afs-72267	433	4	yields	yield	NOUN
afs-72267	433	5	in	in	ADP
afs-72267	433	6	maize	maize	NOUN
afs-72267	433	7	and	and	CCONJ
afs-72267	433	8	wheat	wheat	NOUN
afs-72267	433	9	production	production	NOUN
afs-72267	433	10	are	be	AUX
afs-72267	433	11	expressed	express	VERB
afs-72267	433	12	as	as	ADP
afs-72267	433	13	a	a	DET
afs-72267	433	14	function	function	NOUN
afs-72267	433	15	of	of	ADP
afs-72267	433	16	a	a	DET
afs-72267	433	17	knowledge	knowledge	NOUN
afs-72267	433	18	function	function	NOUN
afs-72267	433	19	.	.	PUNCT
afs-72267	434	1	the	the	DET
afs-72267	434	2	knowledge	knowledge	NOUN
afs-72267	434	3	function	function	NOUN
afs-72267	434	4	is	be	AUX
afs-72267	434	5	expressed	express	VERB
afs-72267	434	6	through	through	ADP
afs-72267	434	7	the	the	DET
afs-72267	434	8	sum	sum	NOUN
afs-72267	434	9	of	of	ADP
afs-72267	434	10	counts	count	NOUN
afs-72267	434	11	of	of	ADP
afs-72267	434	12	articles	article	NOUN
afs-72267	434	13	in	in	ADP
afs-72267	434	14	“	"	PUNCT
afs-72267	434	15	plant	plant	NOUN
afs-72267	434	16	breeding	breeding	NOUN
afs-72267	434	17	abstracs	abstrac	NOUN
afs-72267	434	18	”	"	PUNCT
afs-72267	434	19	from	from	ADP
afs-72267	434	20	1948	1948	NUM
afs-72267	434	21	to	to	ADP
afs-72267	434	22	1968	1968	NUM
afs-72267	434	23	.	.	PUNCT
afs-72267	435	1	regressions	regression	NOUN
afs-72267	435	2	were	be	AUX
afs-72267	435	3	used	use	VERB
afs-72267	435	4	to	to	PART
afs-72267	435	5	calculate	calculate	VERB
afs-72267	435	6	the	the	DET
afs-72267	435	7	marginal	marginal	ADJ
afs-72267	435	8	rate	rate	NOUN
afs-72267	435	9	of	of	ADP
afs-72267	435	10	return	return	NOUN
afs-72267	435	11	for	for	ADP
afs-72267	435	12	one	one	NUM
afs-72267	435	13	publication	publication	NOUN
afs-72267	435	14	.	.	PUNCT
afs-72267	436	1	other	other	ADJ
afs-72267	436	2	explaining	explain	VERB
afs-72267	436	3	factors	factor	NOUN
afs-72267	436	4	of	of	ADP
afs-72267	436	5	the	the	DET
afs-72267	436	6	yield	yield	NOUN
afs-72267	436	7	increafig	increafig	ADJ
afs-72267	436	8	.	.	PUNCT
afs-72267	437	1	2	2	X
afs-72267	437	2	.	.	X
afs-72267	437	3	stocks	stock	NOUN
afs-72267	437	4	of	of	ADP
afs-72267	437	5	knowledge	knowledge	NOUN
afs-72267	437	6	in	in	ADP
afs-72267	437	7	regions	region	NOUN
afs-72267	437	8	and	and	CCONJ
afs-72267	437	9	countries	country	NOUN
afs-72267	437	10	.	.	PUNCT
afs-72267	438	1	region	region	NOUN
afs-72267	438	2	2	2	NUM
afs-72267	438	3	’s	’s	PART
afs-72267	438	4	stock	stock	NOUN
afs-72267	438	5	of	of	ADP
afs-72267	438	6	knowledge	knowledge	NOUN
afs-72267	438	7	is	be	AUX
afs-72267	438	8	the	the	DET
afs-72267	438	9	total	total	ADJ
afs-72267	438	10	stock	stock	NOUN
afs-72267	438	11	of	of	ADP
afs-72267	438	12	country	country	NOUN
afs-72267	438	13	3	3	NUM
afs-72267	438	14	plus	plus	CCONJ
afs-72267	438	15	parts	part	NOUN
afs-72267	438	16	of	of	ADP
afs-72267	438	17	the	the	DET
afs-72267	438	18	stocks	stock	NOUN
afs-72267	438	19	of	of	ADP
afs-72267	438	20	countries	country	NOUN
afs-72267	438	21	1	1	NUM
afs-72267	438	22	and	and	CCONJ
afs-72267	438	23	4	4	NUM
afs-72267	438	24	.	.	X
afs-72267	439	1	country	country	NOUN
afs-72267	440	1	i	i	PRON
afs-72267	440	2	’s	’	VERB
afs-72267	440	3	borrowable	borrowable	ADJ
afs-72267	440	4	knowledge	knowledge	NOUN
afs-72267	440	5	is	be	AUX
afs-72267	440	6	the	the	DET
afs-72267	440	7	total	total	ADJ
afs-72267	440	8	knowledge	knowledge	NOUN
afs-72267	440	9	of	of	ADP
afs-72267	440	10	country	country	NOUN
afs-72267	440	11	3	3	NUM
afs-72267	440	12	and	and	CCONJ
afs-72267	440	13	parts	part	NOUN
afs-72267	440	14	of	of	ADP
afs-72267	440	15	2	2	NUM
afs-72267	440	16	and	and	CCONJ
afs-72267	440	17	4	4	NUM
afs-72267	440	18	(	(	PUNCT
afs-72267	440	19	evenson	evenson	NOUN
afs-72267	440	20	and	and	CCONJ
afs-72267	440	21	kislev	kislev	ADJ
afs-72267	440	22	1975	1975	NUM
afs-72267	440	23	)	)	PUNCT
afs-72267	440	24	.	.	PUNCT
afs-72267	441	1	270	270	NUM
afs-72267	441	2	271	271	NUM
afs-72267	441	3	ses	se	NOUN
afs-72267	441	4	in	in	ADP
afs-72267	441	5	1948—1968	1948—1968	NUM
afs-72267	441	6	are	be	AUX
afs-72267	441	7	the	the	DET
afs-72267	441	8	rate	rate	NOUN
afs-72267	441	9	of	of	ADP
afs-72267	441	10	change	change	NOUN
afs-72267	441	11	of	of	ADP
afs-72267	441	12	yield	yield	NOUN
afs-72267	441	13	in	in	ADP
afs-72267	441	14	1920—1939	1920—1939	NUM
afs-72267	441	15	and	and	CCONJ
afs-72267	441	16	a	a	DET
afs-72267	441	17	time	time	NOUN
afs-72267	441	18	factor	factor	NOUN
afs-72267	441	19	.	.	PUNCT
afs-72267	442	1	the	the	DET
afs-72267	442	2	marginal	marginal	ADJ
afs-72267	442	3	rate	rate	NOUN
afs-72267	442	4	of	of	ADP
afs-72267	442	5	return	return	NOUN
afs-72267	442	6	ten	ten	NUM
afs-72267	442	7	years	year	NOUN
afs-72267	442	8	later	later	ADV
afs-72267	442	9	is	be	AUX
afs-72267	442	10	usd	usd	NOUN
afs-72267	442	11	30,822	30,822	NUM
afs-72267	442	12	for	for	ADP
afs-72267	442	13	maize	maize	NOUN
afs-72267	442	14	and	and	CCONJ
afs-72267	442	15	usd	usd	NOUN
afs-72267	442	16	20,287	20,287	NUM
afs-72267	442	17	for	for	ADP
afs-72267	442	18	wheat	wheat	NOUN
afs-72267	442	19	.	.	PUNCT
afs-72267	443	1	in	in	ADP
afs-72267	443	2	the	the	DET
afs-72267	443	3	first	first	ADJ
afs-72267	443	4	year	year	NOUN
afs-72267	443	5	the	the	DET
afs-72267	443	6	marginal	marginal	ADJ
afs-72267	443	7	rate	rate	NOUN
afs-72267	443	8	of	of	ADP
afs-72267	443	9	return	return	NOUN
afs-72267	443	10	is	be	AUX
afs-72267	443	11	usd	usd	NOUN
afs-72267	443	12	2,330	2,330	NUM
afs-72267	443	13	for	for	ADP
afs-72267	443	14	maize	maize	NOUN
afs-72267	443	15	respectively	respectively	ADV
afs-72267	443	16	usd	usd	NOUN
afs-72267	443	17	1,581	1,581	NUM
afs-72267	443	18	for	for	ADP
afs-72267	443	19	wheat	wheat	NOUN
afs-72267	443	20	.	.	PUNCT
afs-72267	444	1	besides	besides	SCONJ
afs-72267	444	2	this	this	DET
afs-72267	444	3	direct	direct	ADJ
afs-72267	444	4	contribution	contribution	NOUN
afs-72267	444	5	to	to	ADP
afs-72267	444	6	productivity	productivity	NOUN
afs-72267	444	7	by	by	ADP
afs-72267	444	8	indigenous	indigenous	ADJ
afs-72267	444	9	research	research	NOUN
afs-72267	444	10	,	,	PUNCT
afs-72267	444	11	the	the	DET
afs-72267	444	12	publication	publication	NOUN
afs-72267	444	13	has	have	VERB
afs-72267	444	14	another	another	DET
afs-72267	444	15	indirect	indirect	ADJ
afs-72267	444	16	value	value	NOUN
afs-72267	444	17	.	.	PUNCT
afs-72267	445	1	it	it	PRON
afs-72267	445	2	consists	consist	VERB
afs-72267	445	3	of	of	ADP
afs-72267	445	4	accelerating	accelerate	VERB
afs-72267	445	5	effects	effect	NOUN
afs-72267	445	6	of	of	ADP
afs-72267	445	7	the	the	DET
afs-72267	445	8	country	country	NOUN
afs-72267	445	9	’s	’s	PART
afs-72267	445	10	own	own	ADJ
afs-72267	445	11	work	work	NOUN
afs-72267	445	12	on	on	ADP
afs-72267	445	13	knowledge	knowledge	NOUN
afs-72267	445	14	borrowed	borrow	VERB
afs-72267	445	15	from	from	ADP
afs-72267	445	16	abroad	abroad	ADV
afs-72267	445	17	.	.	PUNCT
afs-72267	446	1	still	still	ADV
afs-72267	446	2	another	another	DET
afs-72267	446	3	value	value	NOUN
afs-72267	446	4	is	be	AUX
afs-72267	446	5	the	the	DET
afs-72267	446	6	spillover	spillover	ADJ
afs-72267	446	7	effect	effect	NOUN
afs-72267	446	8	,	,	PUNCT
afs-72267	446	9	spreading	spread	VERB
afs-72267	446	10	over	over	ADP
afs-72267	446	11	the	the	DET
afs-72267	446	12	borders	border	NOUN
afs-72267	446	13	of	of	ADP
afs-72267	446	14	the	the	DET
afs-72267	446	15	original	original	ADJ
afs-72267	446	16	country	country	NOUN
afs-72267	446	17	of	of	ADP
afs-72267	446	18	research	research	NOUN
afs-72267	446	19	.	.	PUNCT
afs-72267	447	1	one	one	NUM
afs-72267	447	2	chapter	chapter	NOUN
afs-72267	447	3	examines	examine	VERB
afs-72267	447	4	the	the	DET
afs-72267	447	5	aggregate	aggregate	ADJ
afs-72267	447	6	production	production	NOUN
afs-72267	447	7	function	function	NOUN
afs-72267	447	8	for	for	ADP
afs-72267	447	9	36	36	NUM
afs-72267	447	10	different	different	ADJ
afs-72267	447	11	countries	country	NOUN
afs-72267	447	12	.	.	PUNCT
afs-72267	448	1	the	the	DET
afs-72267	448	2	production	production	NOUN
afs-72267	448	3	function	function	NOUN
afs-72267	448	4	is	be	AUX
afs-72267	448	5	specified	specify	VERB
afs-72267	448	6	in	in	ADP
afs-72267	448	7	order	order	NOUN
afs-72267	448	8	to	to	PART
afs-72267	448	9	consider	consider	VERB
afs-72267	448	10	the	the	DET
afs-72267	448	11	differences	difference	NOUN
afs-72267	448	12	in	in	ADP
afs-72267	448	13	productivity	productivity	NOUN
afs-72267	448	14	,	,	PUNCT
afs-72267	448	15	partly	partly	ADV
afs-72267	448	16	between	between	ADP
afs-72267	448	17	countries	country	NOUN
afs-72267	448	18	(	(	PUNCT
afs-72267	448	19	“	"	PUNCT
afs-72267	448	20	level	level	NOUN
afs-72267	448	21	”	"	PUNCT
afs-72267	448	22	coefficient	coefficient	NOUN
afs-72267	448	23	)	)	PUNCT
afs-72267	448	24	and	and	CCONJ
afs-72267	448	25	partly	partly	ADV
afs-72267	448	26	over	over	ADP
afs-72267	448	27	time	time	NOUN
afs-72267	448	28	(	(	PUNCT
afs-72267	448	29	time	time	NOUN
afs-72267	448	30	trend	trend	NOUN
afs-72267	448	31	coefficient	coefficient	NOUN
afs-72267	448	32	)	)	PUNCT
afs-72267	448	33	as	as	SCONJ
afs-72267	448	34	illustrated	illustrate	VERB
afs-72267	448	35	by	by	ADP
afs-72267	448	36	figure	figure	NOUN
afs-72267	448	37	3	3	NUM
afs-72267	448	38	.	.	NOUN
afs-72267	448	39	four	four	NUM
afs-72267	448	40	different	different	ADJ
afs-72267	448	41	regressions	regression	NOUN
afs-72267	448	42	are	be	AUX
afs-72267	448	43	calculated	calculate	VERB
afs-72267	448	44	,	,	PUNCT
afs-72267	448	45	one	one	NUM
afs-72267	448	46	with	with	ADP
afs-72267	448	47	both	both	PRON
afs-72267	448	48	level	level	NOUN
afs-72267	448	49	and	and	CCONJ
afs-72267	448	50	time	time	NOUN
afs-72267	448	51	trend	trend	NOUN
afs-72267	448	52	differences	difference	NOUN
afs-72267	448	53	,	,	PUNCT
afs-72267	448	54	two	two	NUM
afs-72267	448	55	with	with	ADP
afs-72267	448	56	one	one	NUM
afs-72267	448	57	difference	difference	NOUN
afs-72267	448	58	considered	consider	VERB
afs-72267	448	59	each	each	PRON
afs-72267	448	60	,	,	PUNCT
afs-72267	448	61	and	and	CCONJ
afs-72267	448	62	one	one	NUM
afs-72267	448	63	without	without	ADP
afs-72267	448	64	either	either	DET
afs-72267	448	65	difference	difference	NOUN
afs-72267	448	66	.	.	PUNCT
afs-72267	449	1	in	in	ADP
afs-72267	449	2	each	each	DET
afs-72267	449	3	case	case	NOUN
afs-72267	449	4	the	the	DET
afs-72267	449	5	research	research	NOUN
afs-72267	449	6	variable	variable	NOUN
afs-72267	449	7	is	be	AUX
afs-72267	449	8	positive	positive	ADJ
afs-72267	449	9	.	.	PUNCT
afs-72267	450	1	on	on	ADP
afs-72267	450	2	the	the	DET
afs-72267	450	3	basis	basis	NOUN
afs-72267	450	4	of	of	ADP
afs-72267	450	5	these	these	DET
afs-72267	450	6	estimations	estimation	NOUN
afs-72267	450	7	a	a	DET
afs-72267	450	8	marginal	marginal	ADJ
afs-72267	450	9	benefit	benefit	NOUN
afs-72267	450	10	/	/	SYM
afs-72267	450	11	cost	cost	NOUN
afs-72267	450	12	quota	quota	NOUN
afs-72267	450	13	of	of	ADP
afs-72267	450	14	2	2	NUM
afs-72267	450	15	is	be	AUX
afs-72267	450	16	obtained	obtain	VERB
afs-72267	450	17	.	.	PUNCT
afs-72267	451	1	this	this	DET
afs-72267	451	2	quota	quota	NOUN
afs-72267	451	3	,	,	PUNCT
afs-72267	451	4	however	however	ADV
afs-72267	451	5	,	,	PUNCT
afs-72267	451	6	does	do	AUX
afs-72267	451	7	not	not	PART
afs-72267	451	8	take	take	VERB
afs-72267	451	9	into	into	ADP
afs-72267	451	10	account	account	NOUN
afs-72267	451	11	that	that	SCONJ
afs-72267	451	12	the	the	DET
afs-72267	451	13	knowledge	knowledge	NOUN
afs-72267	451	14	becomes	become	VERB
afs-72267	451	15	obsolete	obsolete	ADJ
afs-72267	451	16	.	.	PUNCT
afs-72267	452	1	according	accord	VERB
afs-72267	452	2	to	to	ADP
afs-72267	452	3	this	this	DET
afs-72267	452	4	study	study	NOUN
afs-72267	452	5	,	,	PUNCT
afs-72267	452	6	the	the	DET
afs-72267	452	7	marginal	marginal	ADJ
afs-72267	452	8	productivity	productivity	NOUN
afs-72267	452	9	of	of	ADP
afs-72267	452	10	research	research	NOUN
afs-72267	452	11	would	would	AUX
afs-72267	452	12	be	be	AUX
afs-72267	452	13	considerable	considerable	ADJ
afs-72267	452	14	.	.	PUNCT
afs-72267	453	1	2.3.6	2.3.6	NUM
afs-72267	453	2	.	.	PUNCT
afs-72267	454	1	some	some	DET
afs-72267	454	2	other	other	ADJ
afs-72267	454	3	production	production	NOUN
afs-72267	454	4	function	function	NOUN
afs-72267	454	5	studies	study	NOUN
afs-72267	454	6	kahlon	kahlon	PROPN
afs-72267	454	7	et	et	PROPN
afs-72267	454	8	al	al	PROPN
afs-72267	454	9	.	.	PROPN
afs-72267	455	1	(	(	PUNCT
afs-72267	455	2	1977	1977	NUM
afs-72267	455	3	)	)	PUNCT
afs-72267	455	4	used	use	VERB
afs-72267	455	5	two	two	NUM
afs-72267	455	6	different	different	ADJ
afs-72267	455	7	methods	method	NOUN
afs-72267	455	8	in	in	ADP
afs-72267	455	9	a	a	DET
afs-72267	455	10	study	study	NOUN
afs-72267	455	11	of	of	ADP
afs-72267	455	12	indian	indian	ADJ
afs-72267	455	13	agricultural	agricultural	ADJ
afs-72267	455	14	research	research	NOUN
afs-72267	455	15	.	.	PUNCT
afs-72267	456	1	the	the	DET
afs-72267	456	2	first	first	ADJ
afs-72267	456	3	method	method	NOUN
afs-72267	456	4	was	be	AUX
afs-72267	456	5	similar	similar	ADJ
afs-72267	456	6	to	to	ADP
afs-72267	456	7	the	the	DET
afs-72267	456	8	one	one	NOUN
afs-72267	456	9	described	describe	VERB
afs-72267	456	10	in	in	ADP
afs-72267	456	11	section	section	NOUN
afs-72267	456	12	2.3.1	2.3.1	NUM
afs-72267	456	13	.	.	PUNCT
afs-72267	457	1	the	the	DET
afs-72267	457	2	second	second	ADJ
afs-72267	457	3	method	method	NOUN
afs-72267	457	4	consisted	consist	VERB
afs-72267	457	5	of	of	ADP
afs-72267	457	6	estimating	estimate	VERB
afs-72267	457	7	the	the	DET
afs-72267	457	8	output	output	NOUN
afs-72267	457	9	for	for	ADP
afs-72267	457	10	two	two	NUM
afs-72267	457	11	different	different	ADJ
afs-72267	457	12	periods	period	NOUN
afs-72267	457	13	with	with	ADP
afs-72267	457	14	fixed	fix	VERB
afs-72267	457	15	levels	level	NOUN
afs-72267	457	16	of	of	ADP
afs-72267	457	17	inputs	input	NOUN
afs-72267	457	18	.	.	PUNCT
afs-72267	458	1	the	the	DET
afs-72267	458	2	difference	difference	NOUN
afs-72267	458	3	in	in	ADP
afs-72267	458	4	production	production	NOUN
afs-72267	458	5	between	between	ADP
afs-72267	458	6	these	these	DET
afs-72267	458	7	periods	period	NOUN
afs-72267	458	8	was	be	AUX
afs-72267	458	9	attributed	attribute	VERB
afs-72267	458	10	to	to	ADP
afs-72267	458	11	additional	additional	ADJ
afs-72267	458	12	investment	investment	NOUN
afs-72267	458	13	in	in	ADP
afs-72267	458	14	agricultural	agricultural	ADJ
afs-72267	458	15	research	research	NOUN
afs-72267	458	16	.	.	PUNCT
afs-72267	459	1	the	the	DET
afs-72267	459	2	returns	return	NOUN
afs-72267	459	3	from	from	ADP
afs-72267	459	4	research	research	NOUN
afs-72267	459	5	were	be	AUX
afs-72267	459	6	estimated	estimate	VERB
afs-72267	459	7	partly	partly	ADV
afs-72267	459	8	on	on	ADP
afs-72267	459	9	the	the	DET
afs-72267	459	10	state	state	NOUN
afs-72267	459	11	-	-	PUNCT
afs-72267	459	12	level	level	NOUN
afs-72267	459	13	,	,	PUNCT
afs-72267	459	14	partly	partly	ADV
afs-72267	459	15	on	on	ADP
afs-72267	459	16	the	the	DET
afs-72267	459	17	all	all	DET
afs-72267	459	18	-	-	PUNCT
afs-72267	459	19	india	india	PROPN
afs-72267	459	20	level	level	NOUN
afs-72267	459	21	.	.	PUNCT
afs-72267	460	1	in	in	ADP
afs-72267	460	2	the	the	DET
afs-72267	460	3	analysis	analysis	NOUN
afs-72267	460	4	the	the	DET
afs-72267	460	5	relative	relative	ADJ
afs-72267	460	6	share	share	NOUN
afs-72267	460	7	of	of	ADP
afs-72267	460	8	each	each	DET
afs-72267	460	9	factor	factor	NOUN
afs-72267	460	10	in	in	ADP
afs-72267	460	11	the	the	DET
afs-72267	460	12	growth	growth	NOUN
afs-72267	460	13	of	of	ADP
afs-72267	460	14	output	output	NOUN
afs-72267	460	15	for	for	ADP
afs-72267	460	16	the	the	DET
afs-72267	460	17	two	two	NUM
afs-72267	460	18	fig	fig	NOUN
afs-72267	460	19	.	.	PUNCT
afs-72267	461	1	3	3	X
afs-72267	461	2	.	.	X
afs-72267	461	3	country	country	NOUN
afs-72267	461	4	-	-	PUNCT
afs-72267	461	5	specific	specific	ADJ
afs-72267	461	6	“	"	PUNCT
afs-72267	461	7	level	level	NOUN
afs-72267	461	8	”	"	PUNCT
afs-72267	461	9	differences	difference	NOUN
afs-72267	461	10	and	and	CCONJ
afs-72267	461	11	country	country	NOUN
afs-72267	461	12	-	-	PUNCT
afs-72267	461	13	specific	specific	ADJ
afs-72267	461	14	trend	trend	NOUN
afs-72267	461	15	differences	difference	NOUN
afs-72267	461	16	(	(	PUNCT
afs-72267	461	17	evenson	evenson	NOUN
afs-72267	461	18	and	and	CCONJ
afs-72267	461	19	kislev	kislev	ADJ
afs-72267	461	20	1975	1975	NUM
afs-72267	461	21	)	)	PUNCT
afs-72267	461	22	table	table	NOUN
afs-72267	461	23	3	3	NUM
afs-72267	461	24	.	.	PUNCT
afs-72267	461	25	returns	return	NOUN
afs-72267	461	26	to	to	ADP
afs-72267	461	27	investment	investment	NOUN
afs-72267	461	28	in	in	ADP
afs-72267	461	29	agricultural	agricultural	ADJ
afs-72267	461	30	research	research	NOUN
afs-72267	461	31	in	in	ADP
afs-72267	461	32	india	india	PROPN
afs-72267	461	33	.	.	PUNCT
afs-72267	462	1	output	output	NOUN
afs-72267	462	2	and	and	CCONJ
afs-72267	462	3	investment	investment	NOUN
afs-72267	462	4	first	first	ADJ
afs-72267	462	5	period	period	NOUN
afs-72267	462	6	second	second	ADJ
afs-72267	462	7	period	period	NOUN
afs-72267	462	8	difference	difference	NOUN
afs-72267	462	9	0	0	NUM
afs-72267	462	10	)	)	PUNCT
afs-72267	462	11	(	(	PUNCT
afs-72267	462	12	2	2	NUM
afs-72267	462	13	)	)	PUNCT
afs-72267	462	14	(	(	PUNCT
afs-72267	462	15	2)-(l	2)-(l	NUM
afs-72267	462	16	)	)	PUNCT
afs-72267	462	17	estimated	estimate	VERB
afs-72267	462	18	output	output	NOUN
afs-72267	462	19	(	(	PUNCT
afs-72267	462	20	million	million	NUM
afs-72267	462	21	rupees	rupee	NOUN
afs-72267	462	22	)	)	PUNCT
afs-72267	462	23	6,592.00	6,592.00	NUM
afs-72267	462	24	6,945.00	6,945.00	NUM
afs-72267	462	25	353.00	353.00	NUM
afs-72267	462	26	average	average	ADJ
afs-72267	462	27	investment	investment	NOUN
afs-72267	462	28	in	in	ADP
afs-72267	462	29	agricultural	agricultural	ADJ
afs-72267	462	30	research	research	NOUN
afs-72267	462	31	(	(	PUNCT
afs-72267	462	32	thousand	thousand	NUM
afs-72267	462	33	rupees	rupee	NOUN
afs-72267	462	34	)	)	PUNCT
afs-72267	463	1	3,372.05	3,372.05	NUM
afs-72267	463	2	6,412.28	6,412.28	NUM
afs-72267	463	3	3040.23	3040.23	NUM
afs-72267	463	4	n	n	NOUN
afs-72267	463	5	,	,	PUNCT
afs-72267	463	6	.	.	PUNCT
afs-72267	464	1	~	~	PUNCT
afs-72267	464	2	353.00	353.00	NUM
afs-72267	464	3	million	million	NUM
afs-72267	464	4	rupees	rupee	NOUN
afs-72267	464	5	,	,	PUNCT
afs-72267	464	6	,	,	PUNCT
afs-72267	464	7	~return	~return	NUM
afs-72267	464	8	to	to	ADP
afs-72267	464	9	1	1	NUM
afs-72267	464	10	rupee	rupee	NOUN
afs-72267	464	11	invested	invest	VERB
afs-72267	464	12	=	=	PUNCT
afs-72267	464	13	=	=	SYM
afs-72267	464	14	11.61	11.61	NUM
afs-72267	464	15	rupees	rupee	NOUN
afs-72267	464	16	.	.	PUNCT
afs-72267	465	1	3,040.23	3,040.23	NUM
afs-72267	465	2	thousand	thousand	NUM
afs-72267	465	3	rupees	rupee	NOUN
afs-72267	465	4	periods	period	NOUN
afs-72267	465	5	,	,	PUNCT
afs-72267	465	6	1960/61	1960/61	NUM
afs-72267	465	7	1964/65	1964/65	NUM
afs-72267	465	8	and	and	CCONJ
afs-72267	465	9	1967/68	1967/68	NUM
afs-72267	465	10	1972/73	1972/73	NUM
afs-72267	465	11	,	,	PUNCT
afs-72267	465	12	are	be	AUX
afs-72267	465	13	calculated	calculate	VERB
afs-72267	465	14	.	.	PUNCT
afs-72267	466	1	using	use	VERB
afs-72267	466	2	dummies	dummy	NOUN
afs-72267	466	3	,	,	PUNCT
afs-72267	466	4	the	the	DET
afs-72267	466	5	shares	share	NOUN
afs-72267	466	6	of	of	ADP
afs-72267	466	7	net	net	ADJ
afs-72267	466	8	sown	sow	VERB
afs-72267	466	9	area	area	NOUN
afs-72267	466	10	,	,	PUNCT
afs-72267	466	11	human	human	ADJ
afs-72267	466	12	labour	labour	NOUN
afs-72267	466	13	,	,	PUNCT
afs-72267	466	14	fertilizers	fertilizer	NOUN
afs-72267	466	15	and	and	CCONJ
afs-72267	466	16	irrigation	irrigation	NOUN
afs-72267	466	17	in	in	ADP
afs-72267	466	18	the	the	DET
afs-72267	466	19	output	output	NOUN
afs-72267	466	20	growth	growth	NOUN
afs-72267	466	21	rate	rate	NOUN
afs-72267	466	22	are	be	AUX
afs-72267	466	23	presented	present	VERB
afs-72267	466	24	.	.	PUNCT
afs-72267	467	1	the	the	DET
afs-72267	467	2	production	production	NOUN
afs-72267	467	3	function	function	NOUN
afs-72267	467	4	is	be	AUX
afs-72267	467	5	of	of	ADP
afs-72267	467	6	the	the	DET
afs-72267	467	7	cobb	cobb	PROPN
afs-72267	467	8	-	-	PUNCT
afs-72267	467	9	douglas	douglas	PROPN
afs-72267	467	10	type	type	NOUN
afs-72267	467	11	.	.	PUNCT
afs-72267	468	1	the	the	DET
afs-72267	468	2	returns	return	NOUN
afs-72267	468	3	from	from	ADP
afs-72267	468	4	research	research	NOUN
afs-72267	468	5	estimated	estimate	VERB
afs-72267	468	6	through	through	ADP
afs-72267	468	7	the	the	DET
afs-72267	468	8	different	different	ADJ
afs-72267	468	9	periods	period	NOUN
afs-72267	468	10	are	be	AUX
afs-72267	468	11	presented	present	VERB
afs-72267	468	12	in	in	ADP
afs-72267	468	13	table	table	NOUN
afs-72267	468	14	3	3	NUM
afs-72267	468	15	.	.	PUNCT
afs-72267	468	16	from	from	ADP
afs-72267	468	17	the	the	DET
afs-72267	468	18	table	table	NOUN
afs-72267	468	19	it	it	PRON
afs-72267	468	20	is	be	AUX
afs-72267	468	21	possible	possible	ADJ
afs-72267	468	22	to	to	PART
afs-72267	468	23	see	see	VERB
afs-72267	468	24	that	that	SCONJ
afs-72267	468	25	1	1	NUM
afs-72267	468	26	rupee	rupee	NOUN
afs-72267	468	27	invested	invest	VERB
afs-72267	468	28	in	in	ADP
afs-72267	468	29	agricultural	agricultural	ADJ
afs-72267	468	30	research	research	NOUN
afs-72267	468	31	yields	yield	VERB
afs-72267	468	32	11.61	11.61	NUM
afs-72267	468	33	rupees	rupee	NOUN
afs-72267	468	34	,	,	PUNCT
afs-72267	468	35	with	with	ADP
afs-72267	468	36	a	a	DET
afs-72267	468	37	lag	lag	NOUN
afs-72267	468	38	of	of	ADP
afs-72267	468	39	five	five	NUM
afs-72267	468	40	years	year	NOUN
afs-72267	468	41	.	.	PUNCT
afs-72267	469	1	this	this	PRON
afs-72267	469	2	is	be	AUX
afs-72267	469	3	equal	equal	ADJ
afs-72267	469	4	to	to	ADP
afs-72267	469	5	an	an	DET
afs-72267	469	6	annual	annual	ADJ
afs-72267	469	7	internal	internal	ADJ
afs-72267	469	8	rate	rate	NOUN
afs-72267	469	9	of	of	ADP
afs-72267	469	10	return	return	NOUN
afs-72267	469	11	of	of	ADP
afs-72267	469	12	63.3	63.3	NUM
afs-72267	469	13	%	%	NOUN
afs-72267	469	14	.	.	PUNCT
afs-72267	470	1	this	this	DET
afs-72267	470	2	estimate	estimate	NOUN
afs-72267	470	3	is	be	AUX
afs-72267	470	4	comparable	comparable	ADJ
afs-72267	470	5	to	to	ADP
afs-72267	470	6	the	the	DET
afs-72267	470	7	estimated	estimate	VERB
afs-72267	470	8	internal	internal	ADJ
afs-72267	470	9	rate	rate	NOUN
afs-72267	470	10	of	of	ADP
afs-72267	470	11	return	return	NOUN
afs-72267	470	12	to	to	ADP
afs-72267	470	13	indian	indian	ADJ
afs-72267	470	14	research	research	NOUN
afs-72267	470	15	of	of	ADP
afs-72267	470	16	50	50	NUM
afs-72267	470	17	%	%	NOUN
afs-72267	470	18	calculated	calculate	VERB
afs-72267	470	19	by	by	ADP
afs-72267	470	20	evenson	evenson	PROPN
afs-72267	470	21	and	and	CCONJ
afs-72267	470	22	jha	jha	PROPN
afs-72267	470	23	when	when	SCONJ
afs-72267	470	24	the	the	DET
afs-72267	470	25	lag	lag	NOUN
afs-72267	470	26	was	be	AUX
afs-72267	470	27	assumed	assume	VERB
afs-72267	470	28	to	to	PART
afs-72267	470	29	be	be	AUX
afs-72267	470	30	eight	eight	NUM
afs-72267	470	31	years	year	NOUN
afs-72267	470	32	.	.	PUNCT
afs-72267	471	1	bredahl	bredahl	NOUN
afs-72267	471	2	and	and	CCONJ
afs-72267	471	3	peterson	peterson	PROPN
afs-72267	471	4	(	(	PUNCT
afs-72267	471	5	1976	1976	NUM
afs-72267	471	6	)	)	PUNCT
afs-72267	471	7	estimated	estimate	VERB
afs-72267	471	8	the	the	DET
afs-72267	471	9	marginal	marginal	ADJ
afs-72267	471	10	product	product	NOUN
afs-72267	471	11	and	and	CCONJ
afs-72267	471	12	the	the	DET
afs-72267	471	13	internal	internal	ADJ
afs-72267	471	14	rates	rate	NOUN
afs-72267	471	15	of	of	ADP
afs-72267	471	16	return	return	NOUN
afs-72267	471	17	for	for	ADP
afs-72267	471	18	the	the	DET
afs-72267	471	19	four	four	NUM
afs-72267	471	20	most	most	ADV
afs-72267	471	21	important	important	ADJ
afs-72267	471	22	commodity	commodity	NOUN
afs-72267	471	23	groups	group	NOUN
afs-72267	471	24	in	in	ADP
afs-72267	471	25	american	american	ADJ
afs-72267	471	26	agriculture	agriculture	PROPN
afs-72267	471	27	.	.	PUNCT
afs-72267	472	1	these	these	DET
afs-72267	472	2	four	four	NUM
afs-72267	472	3	groups	group	NOUN
afs-72267	472	4	were	be	AUX
afs-72267	472	5	cash	cash	NOUN
afs-72267	472	6	grains	grain	NOUN
afs-72267	472	7	,	,	PUNCT
afs-72267	472	8	poultry	poultry	NOUN
afs-72267	472	9	,	,	PUNCT
afs-72267	472	10	dairy	dairy	NOUN
afs-72267	472	11	,	,	PUNCT
afs-72267	472	12	and	and	CCONJ
afs-72267	472	13	livestock	livestock	NOUN
afs-72267	472	14	.	.	PUNCT
afs-72267	473	1	the	the	DET
afs-72267	473	2	purpose	purpose	NOUN
afs-72267	473	3	was	be	AUX
afs-72267	473	4	to	to	PART
afs-72267	473	5	determine	determine	VERB
afs-72267	473	6	the	the	DET
afs-72267	473	7	internal	internal	ADJ
afs-72267	473	8	importance	importance	NOUN
afs-72267	473	9	of	of	ADP
afs-72267	473	10	the	the	DET
afs-72267	473	11	marginal	marginal	ADJ
afs-72267	473	12	return	return	NOUN
afs-72267	473	13	by	by	ADP
afs-72267	473	14	commodity	commodity	NOUN
afs-72267	473	15	group	group	NOUN
afs-72267	473	16	.	.	PUNCT
afs-72267	474	1	by	by	ADP
afs-72267	474	2	reallocating	reallocate	VERB
afs-72267	474	3	research	research	NOUN
afs-72267	474	4	inputs	input	NOUN
afs-72267	474	5	in	in	ADP
afs-72267	474	6	favour	favour	NOUN
afs-72267	474	7	of	of	ADP
afs-72267	474	8	products	product	NOUN
afs-72267	474	9	with	with	ADP
afs-72267	474	10	a	a	DET
afs-72267	474	11	high	high	ADJ
afs-72267	474	12	marginal	marginal	ADJ
afs-72267	474	13	rate	rate	NOUN
afs-72267	474	14	of	of	ADP
afs-72267	474	15	return	return	NOUN
afs-72267	474	16	,	,	PUNCT
afs-72267	474	17	the	the	DET
afs-72267	474	18	efficiency	efficiency	NOUN
afs-72267	474	19	of	of	ADP
afs-72267	474	20	research	research	NOUN
afs-72267	474	21	could	could	AUX
afs-72267	474	22	be	be	AUX
afs-72267	474	23	improved	improve	VERB
afs-72267	474	24	.	.	PUNCT
afs-72267	475	1	production	production	NOUN
afs-72267	475	2	functions	function	NOUN
afs-72267	475	3	were	be	AUX
afs-72267	475	4	used	use	VERB
afs-72267	475	5	in	in	ADP
afs-72267	475	6	the	the	DET
afs-72267	475	7	estimation	estimation	NOUN
afs-72267	475	8	of	of	ADP
afs-72267	475	9	the	the	DET
afs-72267	475	10	rate	rate	NOUN
afs-72267	475	11	of	of	ADP
afs-72267	475	12	return	return	NOUN
afs-72267	475	13	.	.	PUNCT
afs-72267	476	1	the	the	DET
afs-72267	476	2	marginal	marginal	ADJ
afs-72267	476	3	internal	internal	ADJ
afs-72267	476	4	rate	rate	NOUN
afs-72267	476	5	of	of	ADP
afs-72267	476	6	return	return	NOUN
afs-72267	476	7	for	for	ADP
afs-72267	476	8	the	the	DET
afs-72267	476	9	usa	usa	PROPN
afs-72267	476	10	as	as	ADP
afs-72267	476	11	a	a	DET
afs-72267	476	12	whole	whole	NOUN
afs-72267	476	13	varied	varied	ADJ
afs-72267	476	14	between	between	ADP
afs-72267	476	15	36	36	NUM
afs-72267	476	16	and	and	CCONJ
afs-72267	476	17	46	46	NUM
afs-72267	476	18	°	°	PROPN
afs-72267	476	19	7o	7o	NUM
afs-72267	476	20	.	.	PUNCT
afs-72267	477	1	the	the	DET
afs-72267	477	2	returns	return	NOUN
afs-72267	477	3	fluctuated	fluctuate	VERB
afs-72267	477	4	more	more	ADV
afs-72267	477	5	at	at	ADP
afs-72267	477	6	state	state	NOUN
afs-72267	477	7	level	level	NOUN
afs-72267	477	8	.	.	PUNCT
afs-72267	478	1	the	the	DET
afs-72267	478	2	commodity	commodity	NOUN
afs-72267	478	3	with	with	ADP
afs-72267	478	4	the	the	DET
afs-72267	478	5	highest	high	ADJ
afs-72267	478	6	payoff	payoff	NOUN
afs-72267	478	7	to	to	PART
afs-72267	478	8	research	research	NOUN
afs-72267	478	9	was	be	AUX
afs-72267	478	10	generally	generally	ADV
afs-72267	478	11	found	find	VERB
afs-72267	478	12	to	to	PART
afs-72267	478	13	be	be	AUX
afs-72267	478	14	the	the	DET
afs-72267	478	15	commodity	commodity	NOUN
afs-72267	478	16	with	with	ADP
afs-72267	478	17	the	the	DET
afs-72267	478	18	largest	large	ADJ
afs-72267	478	19	absolute	absolute	ADJ
afs-72267	478	20	value	value	NOUN
afs-72267	478	21	of	of	ADP
afs-72267	478	22	output	output	NOUN
afs-72267	478	23	.	.	PUNCT
afs-72267	479	1	thus	thus	ADV
afs-72267	479	2	on	on	ADP
afs-72267	479	3	state	state	NOUN
afs-72267	479	4	-	-	PUNCT
afs-72267	479	5	level	level	NOUN
afs-72267	479	6	the	the	DET
afs-72267	479	7	highest	high	ADJ
afs-72267	479	8	returns	return	NOUN
afs-72267	479	9	were	be	AUX
afs-72267	479	10	in	in	ADP
afs-72267	479	11	the	the	DET
afs-72267	479	12	most	most	ADV
afs-72267	479	13	important	important	ADJ
afs-72267	479	14	commodity	commodity	NOUN
afs-72267	479	15	group	group	NOUN
afs-72267	479	16	.	.	PUNCT
afs-72267	480	1	the	the	DET
afs-72267	480	2	spillover	spillover	ADJ
afs-72267	480	3	effect	effect	NOUN
afs-72267	480	4	between	between	ADP
afs-72267	480	5	states	state	NOUN
afs-72267	480	6	,	,	PUNCT
afs-72267	480	7	however	however	ADV
afs-72267	480	8	,	,	PUNCT
afs-72267	480	9	was	be	AUX
afs-72267	480	10	not	not	PART
afs-72267	480	11	considered	consider	VERB
afs-72267	480	12	.	.	PUNCT
afs-72267	481	1	a	a	DET
afs-72267	481	2	final	final	ADJ
afs-72267	481	3	comment	comment	NOUN
afs-72267	481	4	is	be	AUX
afs-72267	481	5	made	make	VERB
afs-72267	481	6	that	that	SCONJ
afs-72267	481	7	the	the	DET
afs-72267	481	8	figures	figure	NOUN
afs-72267	481	9	should	should	AUX
afs-72267	481	10	not	not	PART
afs-72267	481	11	be	be	AUX
afs-72267	481	12	read	read	VERB
afs-72267	481	13	literally	literally	ADV
afs-72267	481	14	.	.	PUNCT
afs-72267	482	1	they	they	PRON
afs-72267	482	2	are	be	AUX
afs-72267	482	3	inteded	intede	VERB
afs-72267	482	4	to	to	PART
afs-72267	482	5	complement	complement	VERB
afs-72267	482	6	rather	rather	ADV
afs-72267	482	7	than	than	ADP
afs-72267	482	8	to	to	PART
afs-72267	482	9	serve	serve	VERB
afs-72267	482	10	as	as	ADP
afs-72267	482	11	a	a	DET
afs-72267	482	12	substitute	substitute	NOUN
afs-72267	482	13	for	for	ADP
afs-72267	482	14	common	common	ADJ
afs-72267	482	15	sense	sense	NOUN
afs-72267	482	16	and	and	CCONJ
afs-72267	482	17	good	good	ADJ
afs-72267	482	18	judgement	judgement	NOUN
afs-72267	482	19	.	.	PUNCT
afs-72267	483	1	the	the	DET
afs-72267	483	2	purpose	purpose	NOUN
afs-72267	483	3	of	of	ADP
afs-72267	483	4	a	a	DET
afs-72267	483	5	study	study	NOUN
afs-72267	483	6	by	by	ADP
afs-72267	483	7	knutson	knutson	PROPN
afs-72267	483	8	and	and	CCONJ
afs-72267	483	9	tweeten	tweeten	PROPN
afs-72267	483	10	(	(	PUNCT
afs-72267	483	11	1979	1979	NUM
afs-72267	483	12	)	)	PUNCT
afs-72267	483	13	was	be	AUX
afs-72267	483	14	to	to	PART
afs-72267	483	15	determine	determine	VERB
afs-72267	483	16	an	an	DET
afs-72267	483	17	optimal	optimal	ADJ
afs-72267	483	18	rate	rate	NOUN
afs-72267	483	19	of	of	ADP
afs-72267	483	20	future	future	ADJ
afs-72267	483	21	investment	investment	NOUN
afs-72267	483	22	in	in	ADP
afs-72267	483	23	agricultural	agricultural	ADJ
afs-72267	483	24	research	research	NOUN
afs-72267	483	25	.	.	PUNCT
afs-72267	484	1	in	in	ADP
afs-72267	484	2	doing	do	VERB
afs-72267	484	3	this	this	PRON
afs-72267	484	4	,	,	PUNCT
afs-72267	484	5	marginal	marginal	ADJ
afs-72267	484	6	rates	rate	NOUN
afs-72267	484	7	of	of	ADP
afs-72267	484	8	return	return	NOUN
afs-72267	484	9	for	for	ADP
afs-72267	484	10	earlier	early	ADJ
afs-72267	484	11	decades	decade	NOUN
afs-72267	484	12	were	be	AUX
afs-72267	484	13	calculated	calculate	VERB
afs-72267	484	14	first	first	ADV
afs-72267	484	15	.	.	PUNCT
afs-72267	485	1	these	these	PRON
afs-72267	485	2	were	be	AUX
afs-72267	485	3	then	then	ADV
afs-72267	485	4	projected	project	VERB
afs-72267	485	5	from	from	ADP
afs-72267	485	6	1976	1976	NUM
afs-72267	485	7	to	to	ADP
afs-72267	485	8	2015	2015	NUM
afs-72267	485	9	under	under	ADP
afs-72267	485	10	various	various	ADJ
afs-72267	485	11	scenarios	scenario	NOUN
afs-72267	485	12	defining	define	VERB
afs-72267	485	13	the	the	DET
afs-72267	485	14	rate	rate	NOUN
afs-72267	485	15	of	of	ADP
afs-72267	485	16	increase	increase	NOUN
afs-72267	485	17	in	in	ADP
afs-72267	485	18	research	research	NOUN
afs-72267	485	19	expenditures	expenditure	NOUN
afs-72267	485	20	,	,	PUNCT
afs-72267	485	21	demand	demand	NOUN
afs-72267	485	22	for	for	ADP
afs-72267	485	23	farm	farm	NOUN
afs-72267	485	24	output	output	NOUN
afs-72267	485	25	,	,	PUNCT
afs-72267	485	26	and	and	CCONJ
afs-72267	485	27	inflation	inflation	NOUN
afs-72267	485	28	.	.	PUNCT
afs-72267	486	1	the	the	DET
afs-72267	486	2	results	result	NOUN
afs-72267	486	3	showed	show	VERB
afs-72267	486	4	that	that	SCONJ
afs-72267	486	5	the	the	DET
afs-72267	486	6	optimal	optimal	ADJ
afs-72267	486	7	rate	rate	NOUN
afs-72267	486	8	of	of	ADP
afs-72267	486	9	future	future	ADJ
afs-72267	486	10	investment	investment	NOUN
afs-72267	486	11	in	in	ADP
afs-72267	486	12	agricultural	agricultural	ADJ
afs-72267	486	13	research	research	NOUN
afs-72267	486	14	depends	depend	VERB
afs-72267	486	15	on	on	ADP
afs-72267	486	16	the	the	DET
afs-72267	486	17	growth	growth	NOUN
afs-72267	486	18	of	of	ADP
afs-72267	486	19	demand	demand	NOUN
afs-72267	486	20	.	.	PUNCT
afs-72267	487	1	for	for	ADP
afs-72267	487	2	instance	instance	NOUN
afs-72267	487	3	,	,	PUNCT
afs-72267	487	4	slow	slow	ADJ
afs-72267	487	5	growth	growth	NOUN
afs-72267	487	6	of	of	ADP
afs-72267	487	7	demand	demand	NOUN
afs-72267	487	8	coupled	couple	VERB
afs-72267	487	9	with	with	ADP
afs-72267	487	10	rapid	rapid	ADJ
afs-72267	487	11	increases	increase	NOUN
afs-72267	487	12	in	in	ADP
afs-72267	487	13	research	research	NOUN
afs-72267	487	14	could	could	AUX
afs-72267	487	15	pose	pose	VERB
afs-72267	487	16	economic	economic	ADJ
afs-72267	487	17	hardships	hardship	NOUN
afs-72267	487	18	for	for	ADP
afs-72267	487	19	farmers	farmer	NOUN
afs-72267	487	20	.	.	PUNCT
afs-72267	488	1	if	if	SCONJ
afs-72267	488	2	on	on	ADP
afs-72267	488	3	the	the	DET
afs-72267	488	4	other	other	ADJ
afs-72267	488	5	hand	hand	NOUN
afs-72267	488	6	demand	demand	NOUN
afs-72267	488	7	grows	grow	VERB
afs-72267	488	8	fast	fast	ADV
afs-72267	488	9	,	,	PUNCT
afs-72267	488	10	incremental	incremental	ADJ
afs-72267	488	11	research	research	NOUN
afs-72267	488	12	outlays	outlay	NOUN
afs-72267	488	13	are	be	AUX
afs-72267	488	14	required	require	VERB
afs-72267	488	15	to	to	PART
afs-72267	488	16	keep	keep	VERB
afs-72267	488	17	the	the	DET
afs-72267	488	18	rate	rate	NOUN
afs-72267	488	19	of	of	ADP
afs-72267	488	20	return	return	NOUN
afs-72267	488	21	as	as	ADV
afs-72267	488	22	low	low	ADJ
afs-72267	488	23	as	as	ADP
afs-72267	488	24	10	10	NUM
afs-72267	488	25	%	%	NOUN
afs-72267	488	26	.	.	PUNCT
afs-72267	489	1	2.4	2.4	NUM
afs-72267	489	2	.	.	PUNCT
afs-72267	490	1	the	the	DET
afs-72267	490	2	welfare	welfare	NOUN
afs-72267	490	3	economics	economic	NOUN
afs-72267	490	4	approach	approach	VERB
afs-72267	490	5	2.4.1	2.4.1	NUM
afs-72267	490	6	.	.	PUNCT
afs-72267	491	1	general	general	ADJ
afs-72267	491	2	features	feature	VERB
afs-72267	491	3	the	the	DET
afs-72267	491	4	second	second	ADJ
afs-72267	491	5	major	major	ADJ
afs-72267	491	6	approach	approach	NOUN
afs-72267	491	7	used	use	VERB
afs-72267	491	8	in	in	ADP
afs-72267	491	9	estimating	estimate	VERB
afs-72267	491	10	the	the	DET
afs-72267	491	11	returns	return	NOUN
afs-72267	491	12	to	to	ADP
afs-72267	491	13	research	research	NOUN
afs-72267	491	14	is	be	AUX
afs-72267	491	15	based	base	VERB
afs-72267	491	16	on	on	ADP
afs-72267	491	17	welfare	welfare	NOUN
afs-72267	491	18	economics	economic	NOUN
afs-72267	491	19	.	.	PUNCT
afs-72267	492	1	the	the	DET
afs-72267	492	2	intersections	intersection	NOUN
afs-72267	492	3	of	of	ADP
afs-72267	492	4	the	the	DET
afs-72267	492	5	demand	demand	NOUN
afs-72267	492	6	and	and	CCONJ
afs-72267	492	7	supply	supply	NOUN
afs-72267	492	8	curve	curve	NOUN
afs-72267	492	9	and	and	CCONJ
afs-72267	492	10	the	the	DET
afs-72267	492	11	shift	shift	NOUN
afs-72267	492	12	of	of	ADP
afs-72267	492	13	the	the	DET
afs-72267	492	14	supply	supply	NOUN
afs-72267	492	15	curve	curve	NOUN
afs-72267	492	16	are	be	AUX
afs-72267	492	17	used	use	VERB
afs-72267	492	18	to	to	PART
afs-72267	492	19	determine	determine	VERB
afs-72267	492	20	the	the	DET
afs-72267	492	21	benefits	benefit	NOUN
afs-72267	492	22	from	from	ADP
afs-72267	492	23	research	research	NOUN
afs-72267	492	24	.	.	PUNCT
afs-72267	493	1	changes	change	NOUN
afs-72267	493	2	in	in	ADP
afs-72267	493	3	prices	price	NOUN
afs-72267	493	4	and	and	CCONJ
afs-72267	493	5	quantities	quantity	NOUN
afs-72267	493	6	serve	serve	VERB
afs-72267	493	7	as	as	ADP
afs-72267	493	8	the	the	DET
afs-72267	493	9	base	base	NOUN
afs-72267	493	10	for	for	ADP
afs-72267	493	11	estimating	estimate	VERB
afs-72267	493	12	a	a	DET
afs-72267	493	13	consumers	consumer	NOUN
afs-72267	493	14	’	'	PUNCT
afs-72267	493	15	surplus	surplus	NOUN
afs-72267	493	16	and	and	CCONJ
afs-72267	493	17	a	a	DET
afs-72267	493	18	producers	producer	NOUN
afs-72267	493	19	’	’	PART
afs-72267	493	20	surplus	surplus	NOUN
afs-72267	493	21	or	or	CCONJ
afs-72267	493	22	,	,	PUNCT
afs-72267	493	23	taken	take	VERB
afs-72267	493	24	together	together	ADV
afs-72267	493	25	,	,	PUNCT
afs-72267	493	26	an	an	DET
afs-72267	493	27	economic	economic	ADJ
afs-72267	493	28	surplus	surplus	NOUN
afs-72267	493	29	for	for	ADP
afs-72267	493	30	the	the	DET
afs-72267	493	31	whole	whole	ADJ
afs-72267	493	32	society	society	NOUN
afs-72267	493	33	.	.	PUNCT
afs-72267	494	1	sometimes	sometimes	ADV
afs-72267	494	2	separate	separate	ADJ
afs-72267	494	3	benefits	benefit	NOUN
afs-72267	494	4	and	and	CCONJ
afs-72267	494	5	costs	cost	NOUN
afs-72267	494	6	have	have	AUX
afs-72267	494	7	been	be	AUX
afs-72267	494	8	estimated	estimate	VERB
afs-72267	494	9	instead	instead	ADV
afs-72267	494	10	of	of	ADP
afs-72267	494	11	272	272	NUM
afs-72267	494	12	the	the	DET
afs-72267	494	13	economic	economic	ADJ
afs-72267	494	14	surplus	surplus	NOUN
afs-72267	494	15	.	.	PUNCT
afs-72267	495	1	normally	normally	ADV
afs-72267	495	2	not	not	PART
afs-72267	495	3	the	the	DET
afs-72267	495	4	marginal	marginal	ADJ
afs-72267	495	5	but	but	CCONJ
afs-72267	495	6	the	the	DET
afs-72267	495	7	average	average	ADJ
afs-72267	495	8	returns	return	NOUN
afs-72267	495	9	to	to	ADP
afs-72267	495	10	research	research	NOUN
afs-72267	495	11	are	be	AUX
afs-72267	495	12	estimated	estimate	VERB
afs-72267	495	13	.	.	PUNCT
afs-72267	496	1	the	the	DET
afs-72267	496	2	pioneering	pioneer	VERB
afs-72267	496	3	study	study	NOUN
afs-72267	496	4	in	in	ADP
afs-72267	496	5	this	this	DET
afs-72267	496	6	field	field	NOUN
afs-72267	496	7	was	be	AUX
afs-72267	496	8	the	the	DET
afs-72267	496	9	study	study	NOUN
afs-72267	496	10	on	on	ADP
afs-72267	496	11	the	the	DET
afs-72267	496	12	returns	return	NOUN
afs-72267	496	13	from	from	ADP
afs-72267	496	14	hybrid	hybrid	ADJ
afs-72267	496	15	maize	maize	NOUN
afs-72267	496	16	research	research	NOUN
afs-72267	496	17	carried	carry	VERB
afs-72267	496	18	out	out	ADP
afs-72267	496	19	by	by	ADP
afs-72267	496	20	zvi	zvi	NOUN
afs-72267	496	21	griliches	griliche	NOUN
afs-72267	496	22	.	.	PUNCT
afs-72267	497	1	2.4.2	2.4.2	NUM
afs-72267	497	2	.	.	PUNCT
afs-72267	498	1	the	the	DET
afs-72267	498	2	study	study	NOUN
afs-72267	498	3	on	on	ADP
afs-72267	498	4	hybrid	hybrid	ADJ
afs-72267	498	5	maize	maize	NOUN
afs-72267	498	6	by	by	ADP
afs-72267	498	7	griliches	griliche	NOUN
afs-72267	498	8	griliches	griliche	NOUN
afs-72267	498	9	(	(	PUNCT
afs-72267	498	10	1958	1958	NUM
afs-72267	498	11	)	)	PUNCT
afs-72267	498	12	estimates	estimate	VERB
afs-72267	498	13	the	the	DET
afs-72267	498	14	realized	realize	VERB
afs-72267	498	15	social	social	ADJ
afs-72267	498	16	rate	rate	NOUN
afs-72267	498	17	of	of	ADP
afs-72267	498	18	return	return	NOUN
afs-72267	498	19	of	of	ADP
afs-72267	498	20	private	private	ADJ
afs-72267	498	21	and	and	CCONJ
afs-72267	498	22	public	public	ADJ
afs-72267	498	23	funds	fund	NOUN
afs-72267	498	24	invested	invest	VERB
afs-72267	498	25	in	in	ADP
afs-72267	498	26	hybrid	hybrid	ADJ
afs-72267	498	27	corn	corn	NOUN
afs-72267	498	28	research	research	NOUN
afs-72267	498	29	.	.	PUNCT
afs-72267	499	1	he	he	PRON
afs-72267	499	2	calculates	calculate	VERB
afs-72267	499	3	the	the	DET
afs-72267	499	4	loss	loss	NOUN
afs-72267	499	5	in	in	ADP
afs-72267	499	6	surplus	surplus	NOUN
afs-72267	499	7	to	to	ADP
afs-72267	499	8	society	society	NOUN
afs-72267	499	9	that	that	PRON
afs-72267	499	10	would	would	AUX
afs-72267	499	11	take	take	VERB
afs-72267	499	12	place	place	NOUN
afs-72267	499	13	if	if	SCONJ
afs-72267	499	14	hybrid	hybrid	ADJ
afs-72267	499	15	corn	corn	NOUN
afs-72267	499	16	were	be	AUX
afs-72267	499	17	to	to	PART
afs-72267	499	18	disappear	disappear	VERB
afs-72267	499	19	.	.	PUNCT
afs-72267	500	1	griliches	griliche	NOUN
afs-72267	500	2	computes	compute	VERB
afs-72267	500	3	an	an	DET
afs-72267	500	4	external	external	ADJ
afs-72267	500	5	rate	rate	NOUN
afs-72267	500	6	of	of	ADP
afs-72267	500	7	return	return	NOUN
afs-72267	500	8	exceeding	exceed	VERB
afs-72267	500	9	700	700	NUM
afs-72267	500	10	°	°	NOUN
afs-72267	500	11	/o	/o	NUM
afs-72267	500	12	.	.	PUNCT
afs-72267	501	1	the	the	DET
afs-72267	501	2	internal	internal	ADJ
afs-72267	501	3	rate	rate	NOUN
afs-72267	501	4	of	of	ADP
afs-72267	501	5	return	return	NOUN
afs-72267	501	6	,	,	PUNCT
afs-72267	501	7	however	however	ADV
afs-72267	501	8	,	,	PUNCT
afs-72267	501	9	was	be	AUX
afs-72267	501	10	35—40	35—40	NUM
afs-72267	501	11	%	%	NOUN
afs-72267	501	12	.	.	PUNCT
afs-72267	502	1	griliches	griliche	NOUN
afs-72267	502	2	starts	start	VERB
afs-72267	502	3	from	from	ADP
afs-72267	502	4	the	the	DET
afs-72267	502	5	assumption	assumption	NOUN
afs-72267	502	6	that	that	SCONJ
afs-72267	502	7	the	the	DET
afs-72267	502	8	annual	annual	ADJ
afs-72267	502	9	gross	gross	ADJ
afs-72267	502	10	social	social	ADJ
afs-72267	502	11	returns	return	NOUN
afs-72267	502	12	of	of	ADP
afs-72267	502	13	research	research	NOUN
afs-72267	502	14	approximately	approximately	ADV
afs-72267	502	15	equal	equal	VERB
afs-72267	502	16	the	the	DET
afs-72267	502	17	value	value	NOUN
afs-72267	502	18	of	of	ADP
afs-72267	502	19	an	an	DET
afs-72267	502	20	increase	increase	NOUN
afs-72267	502	21	in	in	ADP
afs-72267	502	22	maize	maize	NOUN
afs-72267	502	23	production	production	NOUN
afs-72267	502	24	as	as	ADP
afs-72267	502	25	a	a	DET
afs-72267	502	26	result	result	NOUN
afs-72267	502	27	of	of	ADP
afs-72267	502	28	this	this	DET
afs-72267	502	29	research	research	NOUN
afs-72267	502	30	.	.	PUNCT
afs-72267	503	1	the	the	DET
afs-72267	503	2	additional	additional	ADJ
afs-72267	503	3	costs	cost	NOUN
afs-72267	503	4	for	for	ADP
afs-72267	503	5	producing	produce	VERB
afs-72267	503	6	this	this	DET
afs-72267	503	7	maize	maize	NOUN
afs-72267	503	8	are	be	AUX
afs-72267	503	9	subtracted	subtract	VERB
afs-72267	503	10	from	from	ADP
afs-72267	503	11	these	these	DET
afs-72267	503	12	gross	gross	ADJ
afs-72267	503	13	returns	return	NOUN
afs-72267	503	14	,	,	PUNCT
afs-72267	503	15	giving	give	VERB
afs-72267	503	16	an	an	DET
afs-72267	503	17	annual	annual	ADJ
afs-72267	503	18	flow	flow	NOUN
afs-72267	503	19	of	of	ADP
afs-72267	503	20	net	net	ADJ
afs-72267	503	21	social	social	ADJ
afs-72267	503	22	returns	return	NOUN
afs-72267	503	23	.	.	PUNCT
afs-72267	504	1	these	these	PRON
afs-72267	504	2	are	be	AUX
afs-72267	504	3	then	then	ADV
afs-72267	504	4	compared	compare	VERB
afs-72267	504	5	to	to	ADP
afs-72267	504	6	the	the	DET
afs-72267	504	7	costs	cost	NOUN
afs-72267	504	8	of	of	ADP
afs-72267	504	9	research	research	NOUN
afs-72267	504	10	,	,	PUNCT
afs-72267	504	11	expressed	express	VERB
afs-72267	504	12	as	as	ADP
afs-72267	504	13	a	a	DET
afs-72267	504	14	capital	capital	NOUN
afs-72267	504	15	sum	sum	NOUN
afs-72267	504	16	.	.	PUNCT
afs-72267	505	1	the	the	DET
afs-72267	505	2	value	value	NOUN
afs-72267	505	3	of	of	ADP
afs-72267	505	4	hybrid	hybrid	ADJ
afs-72267	505	5	maize	maize	NOUN
afs-72267	505	6	research	research	NOUN
afs-72267	505	7	is	be	AUX
afs-72267	505	8	illustrated	illustrate	VERB
afs-72267	505	9	by	by	ADP
afs-72267	505	10	figure	figure	NOUN
afs-72267	505	11	4	4	NUM
afs-72267	505	12	.	.	PUNCT
afs-72267	506	1	in	in	ADP
afs-72267	506	2	case	case	NOUN
afs-72267	506	3	a	a	X
afs-72267	506	4	)	)	PUNCT
afs-72267	506	5	in	in	ADP
afs-72267	506	6	the	the	DET
afs-72267	506	7	figure	figure	NOUN
afs-72267	506	8	the	the	DET
afs-72267	506	9	supply	supply	NOUN
afs-72267	506	10	of	of	ADP
afs-72267	506	11	maize	maize	NOUN
afs-72267	506	12	is	be	AUX
afs-72267	506	13	assumed	assume	VERB
afs-72267	506	14	to	to	PART
afs-72267	506	15	be	be	AUX
afs-72267	506	16	infinitely	infinitely	ADV
afs-72267	506	17	elastic	elastic	ADJ
afs-72267	506	18	,	,	PUNCT
afs-72267	506	19	in	in	ADP
afs-72267	506	20	case	case	NOUN
afs-72267	506	21	b	b	X
afs-72267	506	22	)	)	PUNCT
afs-72267	506	23	as	as	ADP
afs-72267	506	24	completely	completely	ADV
afs-72267	506	25	inelastic	inelastic	ADJ
afs-72267	506	26	.	.	PUNCT
afs-72267	507	1	both	both	DET
afs-72267	507	2	cases	case	NOUN
afs-72267	507	3	represent	represent	VERB
afs-72267	507	4	extremes	extreme	NOUN
afs-72267	507	5	.	.	PUNCT
afs-72267	508	1	griliches	griliche	NOUN
afs-72267	508	2	now	now	ADV
afs-72267	508	3	calculates	calculate	VERB
afs-72267	508	4	the	the	DET
afs-72267	508	5	loss	loss	NOUN
afs-72267	508	6	of	of	ADP
afs-72267	508	7	benefits	benefit	NOUN
afs-72267	508	8	,	,	PUNCT
afs-72267	508	9	had	have	VERB
afs-72267	508	10	no	no	DET
afs-72267	508	11	hybrid	hybrid	NOUN
afs-72267	508	12	maize	maize	NOUN
afs-72267	508	13	been	be	AUX
afs-72267	508	14	developed	develop	VERB
afs-72267	508	15	,	,	PUNCT
afs-72267	508	16	i.e.	i.e.	X
afs-72267	508	17	the	the	DET
afs-72267	508	18	shift	shift	NOUN
afs-72267	508	19	of	of	ADP
afs-72267	508	20	both	both	DET
afs-72267	508	21	curves	curve	NOUN
afs-72267	508	22	from	from	ADP
afs-72267	508	23	s	s	PRON
afs-72267	508	24	to	to	PART
afs-72267	508	25	s	s	NOUN
afs-72267	508	26	'	'	PUNCT
afs-72267	508	27	.	.	PUNCT
afs-72267	509	1	in	in	ADP
afs-72267	509	2	case	case	NOUN
afs-72267	509	3	a	a	X
afs-72267	509	4	)	)	PUNCT
afs-72267	509	5	the	the	DET
afs-72267	509	6	benefits	benefit	NOUN
afs-72267	509	7	of	of	ADP
afs-72267	509	8	research	research	NOUN
afs-72267	509	9	are	be	AUX
afs-72267	509	10	equal	equal	ADJ
afs-72267	509	11	to	to	ADP
afs-72267	509	12	the	the	DET
afs-72267	509	13	value	value	NOUN
afs-72267	509	14	of	of	ADP
afs-72267	509	15	lower	low	ADJ
afs-72267	509	16	production	production	NOUN
afs-72267	509	17	costs	cost	NOUN
afs-72267	509	18	for	for	ADP
afs-72267	509	19	the	the	DET
afs-72267	509	20	production	production	NOUN
afs-72267	509	21	volume	volume	NOUN
afs-72267	509	22	q	q	PROPN
afs-72267	509	23	2	2	NUM
afs-72267	509	24	and	and	CCONJ
afs-72267	509	25	the	the	DET
afs-72267	509	26	growth	growth	NOUN
afs-72267	509	27	of	of	ADP
afs-72267	509	28	consumers	consumer	NOUN
afs-72267	509	29	’	'	PUNCT
afs-72267	509	30	surplus	surplus	NOUN
afs-72267	509	31	as	as	ADP
afs-72267	509	32	a	a	DET
afs-72267	509	33	consequence	consequence	NOUN
afs-72267	509	34	of	of	ADP
afs-72267	509	35	lower	low	ADJ
afs-72267	509	36	prices	price	NOUN
afs-72267	509	37	.	.	PUNCT
afs-72267	510	1	this	this	DET
afs-72267	510	2	value	value	NOUN
afs-72267	510	3	is	be	AUX
afs-72267	510	4	equal	equal	ADJ
afs-72267	510	5	to	to	ADP
afs-72267	510	6	the	the	DET
afs-72267	510	7	area	area	NOUN
afs-72267	510	8	of	of	ADP
afs-72267	510	9	the	the	DET
afs-72267	510	10	rectangle	rectangle	NOUN
afs-72267	510	11	p|p	p|p	NOUN
afs-72267	510	12	2p	2p	NUM
afs-72267	510	13	2'p	2'p	NUM
afs-72267	510	14	,	,	PUNCT
afs-72267	510	15	'	'	PUNCT
afs-72267	510	16	and	and	CCONJ
afs-72267	510	17	the	the	DET
afs-72267	510	18	triangle	triangle	NOUN
afs-72267	510	19	pi'p	pi'p	ADP
afs-72267	510	20	2	2	NUM
afs-72267	510	21	'	'	NUM
afs-72267	510	22	pi	pi	NOUN
afs-72267	510	23	"	"	PUNCT
afs-72267	510	24	.	.	PUNCT
afs-72267	511	1	in	in	ADP
afs-72267	511	2	this	this	DET
afs-72267	511	3	case	case	NOUN
afs-72267	511	4	the	the	DET
afs-72267	511	5	total	total	ADJ
afs-72267	511	6	loss	loss	NOUN
afs-72267	511	7	to	to	ADP
afs-72267	511	8	society	society	NOUN
afs-72267	511	9	would	would	AUX
afs-72267	511	10	be	be	AUX
afs-72267	511	11	equal	equal	ADJ
afs-72267	511	12	to	to	ADP
afs-72267	511	13	the	the	DET
afs-72267	511	14	area	area	NOUN
afs-72267	511	15	p	p	NOUN
afs-72267	511	16	,	,	PUNCT
afs-72267	511	17	p	p	NOUN
afs-72267	511	18	2p	2p	NUM
afs-72267	511	19	2	2	NUM
afs-72267	511	20	'	'	PART
afs-72267	511	21	p	p	NOUN
afs-72267	511	22	,	,	PUNCT
afs-72267	511	23	"	"	PUNCT
afs-72267	511	24	.	.	PUNCT
afs-72267	512	1	this	this	DET
afs-72267	512	2	area	area	NOUN
afs-72267	512	3	can	can	AUX
afs-72267	512	4	be	be	AUX
afs-72267	512	5	approximated	approximate	VERB
afs-72267	512	6	by	by	ADP
afs-72267	512	7	the	the	DET
afs-72267	512	8	formula	formula	NOUN
afs-72267	512	9	:	:	PUNCT
afs-72267	512	10	(	(	PUNCT
afs-72267	512	11	2.6	2.6	NUM
afs-72267	512	12	)	)	PUNCT
afs-72267	512	13	loss	loss	NOUN
afs-72267	512	14	1	1	NUM
afs-72267	512	15	=	=	SYM
afs-72267	512	16	kp	kp	PROPN
afs-72267	512	17	,	,	PUNCT
afs-72267	512	18	q	q	INTJ
afs-72267	512	19	,	,	PUNCT
afs-72267	512	20	(	(	PUNCT
afs-72267	512	21	1	1	NUM
afs-72267	512	22	1/2	1/2	NUM
afs-72267	512	23	kn	kn	PROPN
afs-72267	512	24	)	)	PUNCT
afs-72267	512	25	k	k	NOUN
afs-72267	513	1	=	=	PUNCT
afs-72267	513	2	percentage	percentage	NOUN
afs-72267	513	3	change	change	NOUN
afs-72267	513	4	in	in	ADP
afs-72267	513	5	yield	yield	NOUN
afs-72267	513	6	n	n	NOUN
afs-72267	513	7	=	=	SYM
afs-72267	513	8	absolute	absolute	ADJ
afs-72267	513	9	value	value	NOUN
afs-72267	513	10	of	of	ADP
afs-72267	513	11	the	the	DET
afs-72267	513	12	price	price	NOUN
afs-72267	513	13	-	-	PUNCT
afs-72267	513	14	elasticity	elasticity	NOUN
afs-72267	513	15	of	of	ADP
afs-72267	513	16	demand	demand	NOUN
afs-72267	513	17	p	p	X
afs-72267	513	18	,	,	PUNCT
afs-72267	513	19	=	=	PUNCT
afs-72267	513	20	price	price	NOUN
afs-72267	513	21	q	q	NOUN
afs-72267	513	22	,	,	PUNCT
afs-72267	513	23	=	=	SYM
afs-72267	513	24	quantity	quantity	NOUN
afs-72267	513	25	in	in	ADP
afs-72267	513	26	case	case	NOUN
afs-72267	513	27	b	b	X
afs-72267	513	28	)	)	PUNCT
afs-72267	513	29	the	the	DET
afs-72267	513	30	loss	loss	NOUN
afs-72267	513	31	to	to	ADP
afs-72267	513	32	society	society	NOUN
afs-72267	513	33	consists	consist	VERB
afs-72267	513	34	of	of	ADP
afs-72267	513	35	the	the	DET
afs-72267	513	36	loss	loss	NOUN
afs-72267	513	37	of	of	ADP
afs-72267	513	38	the	the	DET
afs-72267	513	39	production	production	NOUN
afs-72267	513	40	(	(	PUNCT
afs-72267	513	41	p	p	X
afs-72267	513	42	,	,	PUNCT
afs-72267	513	43	'	'	PUNCT
afs-72267	513	44	pj	pj	PROPN
afs-72267	513	45	"	"	PUNCT
afs-72267	513	46	q	q	NOUN
afs-72267	513	47	,	,	PUNCT
afs-72267	513	48	q	q	PROPN
afs-72267	513	49	2	2	NUM
afs-72267	513	50	)	)	PUNCT
afs-72267	513	51	to	to	ADP
afs-72267	513	52	the	the	DET
afs-72267	513	53	old	old	ADJ
afs-72267	513	54	price	price	NOUN
afs-72267	513	55	p	p	NOUN
afs-72267	513	56	,	,	PUNCT
afs-72267	513	57	and	and	CCONJ
afs-72267	513	58	the	the	DET
afs-72267	513	59	additional	additional	ADJ
afs-72267	513	60	loss	loss	NOUN
afs-72267	513	61	in	in	ADP
afs-72267	513	62	consumers	consumer	NOUN
afs-72267	513	63	’	'	PUNCT
afs-72267	513	64	surplus	surplus	NOUN
afs-72267	513	65	(	(	PUNCT
afs-72267	513	66	p,'p2	p,'p2	NOUN
afs-72267	513	67	'	'	PUNCT
afs-72267	513	68	p|	p|	NOUN
afs-72267	513	69	"	"	PUNCT
afs-72267	513	70	)	)	PUNCT
afs-72267	513	71	or	or	CCONJ
afs-72267	513	72	:	:	PUNCT
afs-72267	513	73	(	(	PUNCT
afs-72267	513	74	2.7	2.7	NUM
afs-72267	513	75	)	)	PUNCT
afs-72267	513	76	loss	loss	NOUN
afs-72267	513	77	2	2	NUM
afs-72267	513	78	=	=	SYM
afs-72267	513	79	kp	kp	PROPN
afs-72267	513	80	,	,	PUNCT
afs-72267	513	81	q	q	INTJ
afs-72267	513	82	,	,	PUNCT
afs-72267	513	83	(	(	PUNCT
afs-72267	513	84	1	1	NUM
afs-72267	513	85	+	+	SYM
afs-72267	513	86	1/2	1/2	NUM
afs-72267	513	87	kn	kn	NOUN
afs-72267	513	88	)	)	PUNCT
afs-72267	513	89	on	on	ADP
afs-72267	513	90	the	the	DET
afs-72267	513	91	basis	basis	NOUN
afs-72267	513	92	of	of	ADP
afs-72267	513	93	(	(	PUNCT
afs-72267	513	94	2.6	2.6	NUM
afs-72267	513	95	)	)	PUNCT
afs-72267	513	96	which	which	PRON
afs-72267	513	97	gives	give	VERB
afs-72267	513	98	a	a	DET
afs-72267	513	99	lower	low	ADJ
afs-72267	513	100	estimate	estimate	NOUN
afs-72267	513	101	,	,	PUNCT
afs-72267	513	102	griliches	griliche	NOUN
afs-72267	513	103	calculates	calculate	VERB
afs-72267	513	104	the	the	DET
afs-72267	513	105	returns	return	NOUN
afs-72267	513	106	to	to	ADP
afs-72267	513	107	hybrid	hybrid	ADJ
afs-72267	513	108	maize	maize	NOUN
afs-72267	513	109	research	research	NOUN
afs-72267	513	110	using	use	VERB
afs-72267	513	111	the	the	DET
afs-72267	513	112	following	follow	VERB
afs-72267	513	113	figures	figure	NOUN
afs-72267	513	114	.	.	PUNCT
afs-72267	514	1	yields	yield	NOUN
afs-72267	514	2	have	have	AUX
afs-72267	514	3	increased	increase	VERB
afs-72267	514	4	by	by	ADP
afs-72267	514	5	15	15	NUM
afs-72267	514	6	°	°	NOUN
afs-72267	514	7	/o	/o	PROPN
afs-72267	514	8	,	,	PUNCT
afs-72267	514	9	the	the	DET
afs-72267	514	10	price	price	NOUN
afs-72267	514	11	elasticity	elasticity	NOUN
afs-72267	514	12	is	be	AUX
afs-72267	514	13	0.5	0.5	NUM
afs-72267	514	14	,	,	PUNCT
afs-72267	514	15	90	90	NUM
afs-72267	514	16	%	%	NOUN
afs-72267	514	17	of	of	ADP
afs-72267	514	18	all	all	DET
afs-72267	514	19	future	future	ADJ
afs-72267	514	20	maize	maize	NOUN
afs-72267	514	21	cropping	cropping	NOUN
afs-72267	514	22	areas	area	NOUN
afs-72267	514	23	are	be	AUX
afs-72267	514	24	planted	plant	VERB
afs-72267	514	25	with	with	ADP
afs-72267	514	26	hybrid	hybrid	ADJ
afs-72267	514	27	seed	seed	NOUN
afs-72267	514	28	and	and	CCONJ
afs-72267	514	29	the	the	DET
afs-72267	514	30	value	value	NOUN
afs-72267	514	31	of	of	ADP
afs-72267	514	32	the	the	DET
afs-72267	514	33	average	average	ADJ
afs-72267	514	34	production	production	NOUN
afs-72267	514	35	volume	volume	NOUN
afs-72267	514	36	for	for	ADP
afs-72267	514	37	1937—1948	1937—1948	NOUN
afs-72267	514	38	was	be	AUX
afs-72267	514	39	usd	usd	PROPN
afs-72267	514	40	3	3	NUM
afs-72267	514	41	billion	billion	NUM
afs-72267	514	42	(	(	PUNCT
afs-72267	514	43	in	in	ADP
afs-72267	514	44	the	the	DET
afs-72267	514	45	prices	price	NOUN
afs-72267	514	46	of	of	ADP
afs-72267	514	47	1955	1955	NUM
afs-72267	514	48	)	)	PUNCT
afs-72267	514	49	.	.	PUNCT
afs-72267	515	1	according	accord	VERB
afs-72267	515	2	to	to	ADP
afs-72267	515	3	(	(	PUNCT
afs-72267	515	4	2.7	2.7	NUM
afs-72267	515	5	)	)	PUNCT
afs-72267	515	6	the	the	DET
afs-72267	515	7	loss	loss	NOUN
afs-72267	515	8	to	to	ADP
afs-72267	515	9	society	society	NOUN
afs-72267	515	10	had	have	VERB
afs-72267	515	11	no	no	DET
afs-72267	515	12	hybrid	hybrid	ADJ
afs-72267	515	13	seed	seed	NOUN
afs-72267	515	14	research	research	NOUN
afs-72267	515	15	taken	take	VERB
afs-72267	515	16	place	place	NOUN
afs-72267	515	17	would	would	AUX
afs-72267	515	18	be	be	AUX
afs-72267	515	19	:	:	PUNCT
afs-72267	515	20	0.9	0.9	NUM
afs-72267	515	21	x	x	SYM
afs-72267	515	22	15/115	15/115	NUM
afs-72267	515	23	x	x	SYM
afs-72267	515	24	usd	usd	NOUN
afs-72267	515	25	3	3	NUM
afs-72267	515	26	billion	billion	NUM
afs-72267	515	27	(	(	PUNCT
afs-72267	515	28	1	1	NUM
afs-72267	515	29	1/2	1/2	NUM
afs-72267	515	30	x	x	SYM
afs-72267	515	31	0.9	0.9	NUM
afs-72267	515	32	x	x	SYM
afs-72267	515	33	15/115	15/115	NUM
afs-72267	515	34	x	x	SYM
afs-72267	515	35	0.5	0.5	NUM
afs-72267	515	36	)	)	PUNCT
afs-72267	515	37	=	=	SYM
afs-72267	515	38	usd	usd	NOUN
afs-72267	515	39	341	341	NUM
afs-72267	515	40	million	million	NUM
afs-72267	515	41	.	.	PUNCT
afs-72267	516	1	fig	fig	NOUN
afs-72267	516	2	.	.	PUNCT
afs-72267	517	1	4	4	X
afs-72267	517	2	.	.	X
afs-72267	518	1	the	the	DET
afs-72267	518	2	effects	effect	NOUN
afs-72267	518	3	of	of	ADP
afs-72267	518	4	a	a	DET
afs-72267	518	5	shift	shift	NOUN
afs-72267	518	6	in	in	ADP
afs-72267	518	7	supply	supply	NOUN
afs-72267	518	8	caused	cause	VERB
afs-72267	518	9	by	by	ADP
afs-72267	518	10	increasing	increase	VERB
afs-72267	518	11	productivity	productivity	NOUN
afs-72267	518	12	(	(	PUNCT
afs-72267	518	13	griliches	griliche	NOUN
afs-72267	518	14	1958	1958	NUM
afs-72267	518	15	)	)	PUNCT
afs-72267	518	16	273	273	NUM
afs-72267	518	17	subtracting	subtract	VERB
afs-72267	518	18	the	the	DET
afs-72267	518	19	annual	annual	ADJ
afs-72267	518	20	cost	cost	NOUN
afs-72267	518	21	of	of	ADP
afs-72267	518	22	hybrid	hybrid	ADJ
afs-72267	518	23	seed	seed	NOUN
afs-72267	518	24	,	,	PUNCT
afs-72267	518	25	production	production	NOUN
afs-72267	518	26	and	and	CCONJ
afs-72267	518	27	research	research	NOUN
afs-72267	518	28	,	,	PUNCT
afs-72267	518	29	usd	usd	NOUN
afs-72267	518	30	93	93	NUM
afs-72267	518	31	million	million	NUM
afs-72267	518	32	,	,	PUNCT
afs-72267	518	33	the	the	DET
afs-72267	518	34	net	net	ADJ
afs-72267	518	35	social	social	ADJ
afs-72267	518	36	return	return	NOUN
afs-72267	518	37	becomes	become	VERB
afs-72267	518	38	usd	usd	NOUN
afs-72267	518	39	248	248	NUM
afs-72267	518	40	million	million	NUM
afs-72267	518	41	.	.	PUNCT
afs-72267	519	1	the	the	DET
afs-72267	519	2	study	study	NOUN
afs-72267	519	3	gives	give	VERB
afs-72267	519	4	an	an	DET
afs-72267	519	5	external	external	ADJ
afs-72267	519	6	rate	rate	NOUN
afs-72267	519	7	of	of	ADP
afs-72267	519	8	return	return	NOUN
afs-72267	519	9	of	of	ADP
afs-72267	519	10	743	743	NUM
afs-72267	519	11	%	%	NOUN
afs-72267	519	12	and	and	CCONJ
afs-72267	519	13	an	an	DET
afs-72267	519	14	internal	internal	ADJ
afs-72267	519	15	rate	rate	NOUN
afs-72267	519	16	of	of	ADP
afs-72267	519	17	return	return	NOUN
afs-72267	519	18	of	of	ADP
afs-72267	519	19	35—40	35—40	NUM
afs-72267	519	20	%	%	NOUN
afs-72267	519	21	for	for	ADP
afs-72267	519	22	hybrid	hybrid	ADJ
afs-72267	519	23	maize	maize	NOUN
afs-72267	519	24	research	research	NOUN
afs-72267	519	25	.	.	PUNCT
afs-72267	520	1	this	this	PRON
afs-72267	520	2	is	be	AUX
afs-72267	520	3	the	the	DET
afs-72267	520	4	average	average	ADJ
afs-72267	520	5	(	(	PUNCT
afs-72267	520	6	historical	historical	ADJ
afs-72267	520	7	)	)	PUNCT
afs-72267	520	8	rate	rate	NOUN
afs-72267	520	9	of	of	ADP
afs-72267	520	10	return	return	NOUN
afs-72267	520	11	,	,	PUNCT
afs-72267	520	12	not	not	PART
afs-72267	520	13	the	the	DET
afs-72267	520	14	marginal	marginal	ADJ
afs-72267	520	15	rate	rate	NOUN
afs-72267	520	16	of	of	ADP
afs-72267	520	17	return	return	NOUN
afs-72267	520	18	.	.	PUNCT
afs-72267	521	1	this	this	DET
afs-72267	521	2	study	study	NOUN
afs-72267	521	3	of	of	ADP
afs-72267	521	4	griliches	griliche	NOUN
afs-72267	521	5	has	have	AUX
afs-72267	521	6	since	since	ADV
afs-72267	521	7	been	be	AUX
afs-72267	521	8	criticized	criticize	VERB
afs-72267	521	9	on	on	ADP
afs-72267	521	10	some	some	DET
afs-72267	521	11	points	point	NOUN
afs-72267	521	12	.	.	PUNCT
afs-72267	522	1	it	it	PRON
afs-72267	522	2	only	only	ADV
afs-72267	522	3	takes	take	VERB
afs-72267	522	4	into	into	ADP
afs-72267	522	5	account	account	NOUN
afs-72267	522	6	research	research	NOUN
afs-72267	522	7	applying	apply	VERB
afs-72267	522	8	directly	directly	ADV
afs-72267	522	9	to	to	ADP
afs-72267	522	10	hybrid	hybrid	ADJ
afs-72267	522	11	maize	maize	NOUN
afs-72267	522	12	,	,	PUNCT
afs-72267	522	13	neglecting	neglect	VERB
afs-72267	522	14	all	all	DET
afs-72267	522	15	resources	resource	NOUN
afs-72267	522	16	devoted	devote	VERB
afs-72267	522	17	to	to	ADP
afs-72267	522	18	basic	basic	ADJ
afs-72267	522	19	research	research	NOUN
afs-72267	522	20	on	on	ADP
afs-72267	522	21	hybridization	hybridization	NOUN
afs-72267	522	22	.	.	PUNCT
afs-72267	523	1	there	there	PRON
afs-72267	523	2	can	can	AUX
afs-72267	523	3	be	be	AUX
afs-72267	523	4	no	no	ADV
afs-72267	523	5	doubt	doubt	NOUN
afs-72267	523	6	,	,	PUNCT
afs-72267	523	7	however	however	ADV
afs-72267	523	8	,	,	PUNCT
afs-72267	523	9	that	that	SCONJ
afs-72267	523	10	genetic	genetic	ADJ
afs-72267	523	11	research	research	NOUN
afs-72267	523	12	has	have	AUX
afs-72267	523	13	strongly	strongly	ADV
afs-72267	523	14	affected	affect	VERB
afs-72267	523	15	the	the	DET
afs-72267	523	16	development	development	NOUN
afs-72267	523	17	of	of	ADP
afs-72267	523	18	hybrid	hybrid	ADJ
afs-72267	523	19	maize	maize	NOUN
afs-72267	523	20	(	(	PUNCT
afs-72267	523	21	peterson	peterson	NOUN
afs-72267	523	22	and	and	CCONJ
afs-72267	523	23	hayami	hayami	NOUN
afs-72267	523	24	1977	1977	NUM
afs-72267	523	25	)	)	PUNCT
afs-72267	523	26	.	.	PUNCT
afs-72267	524	1	as	as	ADP
afs-72267	524	2	such	such	ADJ
afs-72267	524	3	,	,	PUNCT
afs-72267	524	4	research	research	NOUN
afs-72267	524	5	expenditures	expenditure	NOUN
afs-72267	524	6	seem	seem	VERB
afs-72267	524	7	to	to	PART
afs-72267	524	8	have	have	AUX
afs-72267	524	9	been	be	AUX
afs-72267	524	10	underestimated	underestimate	VERB
afs-72267	524	11	.	.	PUNCT
afs-72267	525	1	evenson	evenson	PROPN
afs-72267	525	2	(	(	PUNCT
afs-72267	525	3	1977	1977	NUM
afs-72267	525	4	)	)	PUNCT
afs-72267	525	5	critcizes	critcize	VERB
afs-72267	525	6	griliches	griliche	NOUN
afs-72267	525	7	among	among	ADP
afs-72267	525	8	others	other	NOUN
afs-72267	525	9	,	,	PUNCT
afs-72267	525	10	for	for	ADP
afs-72267	525	11	having	having	AUX
afs-72267	525	12	estimated	estimate	VERB
afs-72267	525	13	extraordinarily	extraordinarily	ADV
afs-72267	525	14	high	high	ADJ
afs-72267	525	15	rates	rate	NOUN
afs-72267	525	16	of	of	ADP
afs-72267	525	17	return	return	NOUN
afs-72267	525	18	on	on	ADP
afs-72267	525	19	the	the	DET
afs-72267	525	20	basis	basis	NOUN
afs-72267	525	21	of	of	ADP
afs-72267	525	22	erroneous	erroneous	ADJ
afs-72267	525	23	econometric	econometric	ADJ
afs-72267	525	24	formulations	formulation	NOUN
afs-72267	525	25	.	.	PUNCT
afs-72267	526	1	he	he	PRON
afs-72267	526	2	finds	find	VERB
afs-72267	526	3	this	this	PRON
afs-72267	526	4	a	a	DET
afs-72267	526	5	serious	serious	ADJ
afs-72267	526	6	matter	matter	NOUN
afs-72267	526	7	.	.	PUNCT
afs-72267	527	1	according	accord	VERB
afs-72267	527	2	to	to	ADP
afs-72267	527	3	evenson	evenson	PROPN
afs-72267	527	4	and	and	CCONJ
afs-72267	527	5	kislev	kislev	ADJ
afs-72267	527	6	(	(	PUNCT
afs-72267	527	7	1975	1975	NUM
afs-72267	527	8	)	)	PUNCT
afs-72267	527	9	griliches	griliche	NOUN
afs-72267	527	10	is	be	AUX
afs-72267	527	11	guilty	guilty	ADJ
afs-72267	527	12	of	of	ADP
afs-72267	527	13	a	a	DET
afs-72267	527	14	systematic	systematic	ADJ
afs-72267	527	15	mistake	mistake	NOUN
afs-72267	527	16	in	in	ADP
afs-72267	527	17	neglecting	neglect	VERB
afs-72267	527	18	quality	quality	NOUN
afs-72267	527	19	improvements	improvement	NOUN
afs-72267	527	20	in	in	ADP
afs-72267	527	21	labour	labour	NOUN
afs-72267	527	22	.	.	PUNCT
afs-72267	528	1	2.4.3	2.4.3	X
afs-72267	528	2	.	.	PUNCT
afs-72267	529	1	the	the	DET
afs-72267	529	2	welfare	welfare	NOUN
afs-72267	529	3	economics	economic	NOUN
afs-72267	529	4	approach	approach	NOUN
afs-72267	529	5	according	accord	VERB
afs-72267	529	6	to	to	ADP
afs-72267	529	7	hertford	hertford	PROPN
afs-72267	529	8	and	and	CCONJ
afs-72267	529	9	schmitz	schmitz	PROPN
afs-72267	529	10	many	many	ADJ
afs-72267	529	11	different	different	ADJ
afs-72267	529	12	variations	variation	NOUN
afs-72267	529	13	of	of	ADP
afs-72267	529	14	the	the	DET
afs-72267	529	15	welfare	welfare	NOUN
afs-72267	529	16	economics	economic	NOUN
afs-72267	529	17	approach	approach	NOUN
afs-72267	529	18	have	have	AUX
afs-72267	529	19	been	be	AUX
afs-72267	529	20	used	use	VERB
afs-72267	529	21	since	since	SCONJ
afs-72267	529	22	the	the	DET
afs-72267	529	23	study	study	NOUN
afs-72267	529	24	of	of	ADP
afs-72267	529	25	griliches	griliche	NOUN
afs-72267	529	26	.	.	PUNCT
afs-72267	530	1	a	a	DET
afs-72267	530	2	general	general	ADJ
afs-72267	530	3	theoretical	theoretical	ADJ
afs-72267	530	4	framework	framework	NOUN
afs-72267	530	5	has	have	AUX
afs-72267	530	6	been	be	AUX
afs-72267	530	7	outlined	outline	VERB
afs-72267	530	8	by	by	ADP
afs-72267	530	9	hertford	hertford	PROPN
afs-72267	530	10	and	and	CCONJ
afs-72267	530	11	schmitz	schmitz	PROPN
afs-72267	530	12	(	(	PUNCT
afs-72267	530	13	1977	1977	NUM
afs-72267	530	14	)	)	PUNCT
afs-72267	530	15	.	.	PUNCT
afs-72267	531	1	the	the	DET
afs-72267	531	2	central	central	ADJ
afs-72267	531	3	marshallian	marshallian	NOUN
afs-72267	531	4	concept	concept	NOUN
afs-72267	531	5	of	of	ADP
afs-72267	531	6	economic	economic	ADJ
afs-72267	531	7	surplus	surplus	NOUN
afs-72267	531	8	is	be	AUX
afs-72267	531	9	important	important	ADJ
afs-72267	531	10	in	in	ADP
afs-72267	531	11	this	this	DET
afs-72267	531	12	analysis	analysis	NOUN
afs-72267	531	13	.	.	PUNCT
afs-72267	532	1	the	the	DET
afs-72267	532	2	economic	economic	ADJ
afs-72267	532	3	surplus	surplus	NOUN
afs-72267	532	4	consists	consist	VERB
afs-72267	532	5	of	of	ADP
afs-72267	532	6	consumers	consumer	NOUN
afs-72267	532	7	’	'	PUNCT
afs-72267	532	8	surplus	surplus	NOUN
afs-72267	532	9	and	and	CCONJ
afs-72267	532	10	producers	producer	NOUN
afs-72267	532	11	’	'	PUNCT
afs-72267	532	12	surplus	surplus	NOUN
afs-72267	532	13	as	as	SCONJ
afs-72267	532	14	earlier	early	ADV
afs-72267	532	15	pointed	point	VERB
afs-72267	532	16	out	out	ADP
afs-72267	532	17	.	.	PUNCT
afs-72267	533	1	these	these	DET
afs-72267	533	2	concepts	concept	NOUN
afs-72267	533	3	are	be	AUX
afs-72267	533	4	illustrated	illustrate	VERB
afs-72267	533	5	by	by	ADP
afs-72267	533	6	figure	figure	NOUN
afs-72267	533	7	5	5	NUM
afs-72267	533	8	.	.	PUNCT
afs-72267	533	9	according	accord	VERB
afs-72267	533	10	to	to	ADP
afs-72267	533	11	hertford	hertford	PROPN
afs-72267	533	12	and	and	CCONJ
afs-72267	533	13	schmitz	schmitz	PROPN
afs-72267	533	14	(	(	PUNCT
afs-72267	533	15	1977	1977	NUM
afs-72267	533	16	)	)	PUNCT
afs-72267	533	17	,	,	PUNCT
afs-72267	533	18	the	the	DET
afs-72267	533	19	consumers	consumer	NOUN
afs-72267	533	20	’	’	PART
afs-72267	533	21	surplus	surplus	NOUN
afs-72267	533	22	has	have	VERB
afs-72267	533	23	the	the	DET
afs-72267	533	24	following	follow	VERB
afs-72267	533	25	meaning	mean	VERB
afs-72267	533	26	:	:	PUNCT
afs-72267	533	27	the	the	DET
afs-72267	533	28	demand	demand	NOUN
afs-72267	533	29	curve	curve	NOUN
afs-72267	533	30	d	d	PROPN
afs-72267	533	31	in	in	ADP
afs-72267	533	32	the	the	DET
afs-72267	533	33	figure	figure	NOUN
afs-72267	533	34	shows	show	VERB
afs-72267	533	35	the	the	DET
afs-72267	533	36	maximum	maximum	ADJ
afs-72267	533	37	price	price	NOUN
afs-72267	533	38	a	a	DET
afs-72267	533	39	consumer	consumer	NOUN
afs-72267	533	40	would	would	AUX
afs-72267	533	41	be	be	AUX
afs-72267	533	42	prepared	prepare	VERB
afs-72267	533	43	to	to	PART
afs-72267	533	44	pay	pay	VERB
afs-72267	533	45	for	for	ADP
afs-72267	533	46	successive	successive	ADJ
afs-72267	533	47	,	,	PUNCT
afs-72267	533	48	additional	additional	ADJ
afs-72267	533	49	units	unit	NOUN
afs-72267	533	50	of	of	ADP
afs-72267	533	51	a	a	DET
afs-72267	533	52	commodity	commodity	NOUN
afs-72267	533	53	.	.	PUNCT
afs-72267	534	1	thus	thus	ADV
afs-72267	534	2	to	to	PART
afs-72267	534	3	buy	buy	VERB
afs-72267	534	4	one	one	NUM
afs-72267	534	5	more	more	ADJ
afs-72267	534	6	unit	unit	NOUN
afs-72267	534	7	,	,	PUNCT
afs-72267	534	8	the	the	DET
afs-72267	534	9	consumer	consumer	NOUN
afs-72267	534	10	is	be	AUX
afs-72267	534	11	only	only	ADV
afs-72267	534	12	willing	willing	ADJ
afs-72267	534	13	to	to	PART
afs-72267	534	14	pay	pay	VERB
afs-72267	534	15	a	a	DET
afs-72267	534	16	lower	low	ADJ
afs-72267	534	17	price	price	NOUN
afs-72267	534	18	.	.	PUNCT
afs-72267	535	1	if	if	SCONJ
afs-72267	535	2	we	we	PRON
afs-72267	535	3	assume	assume	VERB
afs-72267	535	4	the	the	DET
afs-72267	535	5	falling	fall	VERB
afs-72267	535	6	demand	demand	NOUN
afs-72267	535	7	curve	curve	NOUN
afs-72267	535	8	to	to	AUX
afs-72267	535	9	intersect	intersect	VERB
afs-72267	535	10	the	the	DET
afs-72267	535	11	supply	supply	NOUN
afs-72267	535	12	curve	curve	NOUN
afs-72267	535	13	at	at	ADP
afs-72267	535	14	q	q	NOUN
afs-72267	535	15	,	,	PUNCT
afs-72267	535	16	,	,	PUNCT
afs-72267	535	17	the	the	DET
afs-72267	535	18	consumer	consumer	NOUN
afs-72267	535	19	is	be	AUX
afs-72267	535	20	only	only	ADV
afs-72267	535	21	ready	ready	ADJ
afs-72267	535	22	to	to	PART
afs-72267	535	23	pay	pay	VERB
afs-72267	535	24	p	p	PRON
afs-72267	535	25	,	,	PUNCT
afs-72267	535	26	per	per	ADP
afs-72267	535	27	unit	unit	NOUN
afs-72267	535	28	purchased	purchase	VERB
afs-72267	535	29	.	.	PUNCT
afs-72267	536	1	had	have	AUX
afs-72267	536	2	he	he	PRON
afs-72267	536	3	bought	buy	VERB
afs-72267	536	4	the	the	DET
afs-72267	536	5	units	unit	NOUN
afs-72267	536	6	successively	successively	ADV
afs-72267	536	7	,	,	PUNCT
afs-72267	536	8	the	the	DET
afs-72267	536	9	total	total	ADJ
afs-72267	536	10	costs	cost	NOUN
afs-72267	536	11	would	would	AUX
afs-72267	536	12	be	be	AUX
afs-72267	536	13	equal	equal	ADJ
afs-72267	536	14	to	to	ADP
afs-72267	536	15	the	the	DET
afs-72267	536	16	area	area	NOUN
afs-72267	536	17	left	leave	VERB
afs-72267	536	18	of	of	ADP
afs-72267	536	19	the	the	DET
afs-72267	536	20	demand	demand	NOUN
afs-72267	536	21	curve	curve	NOUN
afs-72267	536	22	.	.	PUNCT
afs-72267	537	1	when	when	SCONJ
afs-72267	537	2	buying	buy	VERB
afs-72267	537	3	all	all	DET
afs-72267	537	4	units	unit	NOUN
afs-72267	537	5	directly	directly	ADV
afs-72267	537	6	on	on	ADP
afs-72267	537	7	the	the	DET
afs-72267	537	8	market	market	NOUN
afs-72267	537	9	instead	instead	ADV
afs-72267	537	10	,	,	PUNCT
afs-72267	537	11	he	he	PRON
afs-72267	537	12	only	only	ADV
afs-72267	537	13	has	have	VERB
afs-72267	537	14	to	to	PART
afs-72267	537	15	pay	pay	VERB
afs-72267	537	16	p	p	PRON
afs-72267	537	17	,	,	PUNCT
afs-72267	537	18	for	for	ADP
afs-72267	537	19	each	each	PRON
afs-72267	537	20	of	of	ADP
afs-72267	537	21	the	the	DET
afs-72267	537	22	units	unit	NOUN
afs-72267	537	23	.	.	PUNCT
afs-72267	538	1	his	his	PRON
afs-72267	538	2	savings	saving	NOUN
afs-72267	538	3	are	be	AUX
afs-72267	538	4	thus	thus	ADV
afs-72267	538	5	equal	equal	ADJ
afs-72267	538	6	to	to	ADP
afs-72267	538	7	a	a	DET
afs-72267	538	8	+	+	NOUN
afs-72267	538	9	b	b	NOUN
afs-72267	538	10	+	+	CCONJ
afs-72267	538	11	c.	c.	NOUN
afs-72267	538	12	this	this	DET
afs-72267	538	13	area	area	NOUN
afs-72267	538	14	is	be	AUX
afs-72267	538	15	the	the	DET
afs-72267	538	16	consumers	consumer	NOUN
afs-72267	538	17	’	'	PUNCT
afs-72267	538	18	surplus	surplus	NOUN
afs-72267	538	19	.	.	PUNCT
afs-72267	539	1	it	it	PRON
afs-72267	539	2	can	can	AUX
afs-72267	539	3	be	be	AUX
afs-72267	539	4	regarded	regard	VERB
afs-72267	539	5	as	as	ADP
afs-72267	539	6	a	a	DET
afs-72267	539	7	collective	collective	ADJ
afs-72267	539	8	surplus	surplus	NOUN
afs-72267	539	9	for	for	ADP
afs-72267	539	10	all	all	DET
afs-72267	539	11	consumers	consumer	NOUN
afs-72267	539	12	on	on	ADP
afs-72267	539	13	the	the	DET
afs-72267	539	14	market	market	NOUN
afs-72267	539	15	.	.	PUNCT
afs-72267	540	1	the	the	DET
afs-72267	540	2	producers	producer	NOUN
afs-72267	540	3	’	’	PART
afs-72267	540	4	surplus	surplus	NOUN
afs-72267	540	5	analogically	analogically	ADV
afs-72267	540	6	refers	refer	VERB
afs-72267	540	7	to	to	ADP
afs-72267	540	8	the	the	DET
afs-72267	540	9	difference	difference	NOUN
afs-72267	540	10	of	of	ADP
afs-72267	540	11	what	what	PRON
afs-72267	540	12	a	a	DET
afs-72267	540	13	producer	producer	NOUN
afs-72267	540	14	receives	receive	VERB
afs-72267	540	15	for	for	ADP
afs-72267	540	16	the	the	DET
afs-72267	540	17	sale	sale	NOUN
afs-72267	540	18	of	of	ADP
afs-72267	540	19	a	a	DET
afs-72267	540	20	good	good	NOUN
afs-72267	540	21	and	and	CCONJ
afs-72267	540	22	the	the	DET
afs-72267	540	23	smallest	small	ADJ
afs-72267	540	24	price	price	NOUN
afs-72267	540	25	at	at	ADP
afs-72267	540	26	which	which	PRON
afs-72267	540	27	he	he	PRON
afs-72267	540	28	would	would	AUX
afs-72267	540	29	be	be	AUX
afs-72267	540	30	prepared	prepare	VERB
afs-72267	540	31	to	to	PART
afs-72267	540	32	sell	sell	VERB
afs-72267	540	33	the	the	DET
afs-72267	540	34	good	good	NOUN
afs-72267	540	35	.	.	PUNCT
afs-72267	541	1	in	in	ADP
afs-72267	541	2	figure	figure	NOUN
afs-72267	541	3	5	5	NUM
afs-72267	541	4	the	the	DET
afs-72267	541	5	supply	supply	NOUN
afs-72267	541	6	curve	curve	NOUN
afs-72267	541	7	s	s	PART
afs-72267	541	8	0	0	NUM
afs-72267	541	9	reflects	reflect	VERB
afs-72267	541	10	the	the	DET
afs-72267	541	11	lowest	low	ADJ
afs-72267	541	12	price	price	NOUN
afs-72267	541	13	the	the	DET
afs-72267	541	14	producer	producer	NOUN
afs-72267	541	15	is	be	AUX
afs-72267	541	16	willing	willing	ADJ
afs-72267	541	17	to	to	PART
afs-72267	541	18	sell	sell	VERB
afs-72267	541	19	for	for	ADP
afs-72267	541	20	,	,	PUNCT
afs-72267	541	21	thus	thus	ADV
afs-72267	541	22	being	be	AUX
afs-72267	541	23	0	0	NUM
afs-72267	541	24	in	in	ADP
afs-72267	541	25	origo	origo	PROPN
afs-72267	541	26	and	and	CCONJ
afs-72267	541	27	p	p	PRON
afs-72267	541	28	q	q	NOUN
afs-72267	541	29	at	at	ADP
afs-72267	541	30	market	market	NOUN
afs-72267	541	31	balance	balance	NOUN
afs-72267	541	32	.	.	PUNCT
afs-72267	542	1	on	on	ADP
afs-72267	542	2	the	the	DET
afs-72267	542	3	market	market	NOUN
afs-72267	542	4	he	he	PRON
afs-72267	542	5	can	can	AUX
afs-72267	542	6	sell	sell	VERB
afs-72267	542	7	all	all	DET
afs-72267	542	8	units	unit	NOUN
afs-72267	542	9	for	for	ADP
afs-72267	542	10	a	a	DET
afs-72267	542	11	higher	high	ADJ
afs-72267	542	12	price	price	NOUN
afs-72267	542	13	than	than	SCONJ
afs-72267	542	14	successive	successive	ADJ
afs-72267	542	15	sales	sale	NOUN
afs-72267	542	16	of	of	ADP
afs-72267	542	17	additional	additional	ADJ
afs-72267	542	18	units	unit	NOUN
afs-72267	542	19	would	would	AUX
afs-72267	542	20	bring	bring	VERB
afs-72267	542	21	in	in	ADP
afs-72267	542	22	.	.	PUNCT
afs-72267	543	1	the	the	DET
afs-72267	543	2	producers	producer	NOUN
afs-72267	543	3	’	’	PART
afs-72267	543	4	surplus	surplus	NOUN
afs-72267	543	5	for	for	ADP
afs-72267	543	6	the	the	DET
afs-72267	543	7	supply	supply	NOUN
afs-72267	543	8	curve	curve	NOUN
afs-72267	543	9	s	s	PART
afs-72267	543	10	0	0	NUM
afs-72267	543	11	is	be	AUX
afs-72267	543	12	thus	thus	ADV
afs-72267	543	13	the	the	DET
afs-72267	543	14	area	area	NOUN
afs-72267	543	15	equal	equal	ADJ
afs-72267	543	16	to	to	ADP
afs-72267	543	17	b	b	PROPN
afs-72267	543	18	+	+	CCONJ
afs-72267	543	19	d	d	PROPN
afs-72267	543	20	,	,	PUNCT
afs-72267	543	21	i.e.	i.e.	X
afs-72267	543	22	the	the	DET
afs-72267	543	23	collective	collective	ADJ
afs-72267	543	24	surplus	surplus	NOUN
afs-72267	543	25	of	of	ADP
afs-72267	543	26	return	return	NOUN
afs-72267	543	27	resulting	result	VERB
afs-72267	543	28	from	from	ADP
afs-72267	543	29	selling	sell	VERB
afs-72267	543	30	on	on	ADP
afs-72267	543	31	the	the	DET
afs-72267	543	32	market	market	NOUN
afs-72267	543	33	.	.	PUNCT
afs-72267	544	1	the	the	DET
afs-72267	544	2	supply	supply	NOUN
afs-72267	544	3	curve	curve	NOUN
afs-72267	544	4	of	of	ADP
afs-72267	544	5	the	the	DET
afs-72267	544	6	industry	industry	NOUN
afs-72267	544	7	represents	represent	VERB
afs-72267	544	8	the	the	DET
afs-72267	544	9	sum	sum	NOUN
afs-72267	544	10	of	of	ADP
afs-72267	544	11	the	the	DET
afs-72267	544	12	marginal	marginal	ADJ
afs-72267	544	13	costs	cost	NOUN
afs-72267	544	14	curves	curve	NOUN
afs-72267	544	15	of	of	ADP
afs-72267	544	16	the	the	DET
afs-72267	544	17	producers	producer	NOUN
afs-72267	544	18	,	,	PUNCT
afs-72267	544	19	while	while	SCONJ
afs-72267	544	20	the	the	DET
afs-72267	544	21	area	area	NOUN
afs-72267	544	22	under	under	ADP
afs-72267	544	23	the	the	DET
afs-72267	544	24	supply	supply	NOUN
afs-72267	544	25	curve	curve	NOUN
afs-72267	544	26	of	of	ADP
afs-72267	544	27	the	the	DET
afs-72267	544	28	industry	industry	NOUN
afs-72267	544	29	is	be	AUX
afs-72267	544	30	equal	equal	ADJ
afs-72267	544	31	to	to	ADP
afs-72267	544	32	the	the	DET
afs-72267	544	33	variable	variable	ADJ
afs-72267	544	34	costs	cost	NOUN
afs-72267	544	35	of	of	ADP
afs-72267	544	36	production	production	NOUN
afs-72267	544	37	.	.	PUNCT
afs-72267	545	1	if	if	SCONJ
afs-72267	545	2	productivity	productivity	NOUN
afs-72267	545	3	increases	increase	VERB
afs-72267	545	4	fig	fig	NOUN
afs-72267	545	5	.	.	PUNCT
afs-72267	546	1	5	5	X
afs-72267	546	2	.	.	PUNCT
afs-72267	546	3	combined	combine	VERB
afs-72267	546	4	consumers	consumer	NOUN
afs-72267	546	5	’	'	PUNCT
afs-72267	546	6	and	and	CCONJ
afs-72267	546	7	producers	producer	NOUN
afs-72267	546	8	’	’	PART
afs-72267	546	9	surplus	surplus	NOUN
afs-72267	546	10	(	(	PUNCT
afs-72267	546	11	hertford	hertford	NOUN
afs-72267	546	12	and	and	CCONJ
afs-72267	546	13	schmitz	schmitz	PROPN
afs-72267	546	14	1977	1977	NUM
afs-72267	546	15	)	)	PUNCT
afs-72267	546	16	.	.	PUNCT
afs-72267	547	1	274	274	NUM
afs-72267	547	2	the	the	DET
afs-72267	547	3	supply	supply	NOUN
afs-72267	547	4	curve	curve	NOUN
afs-72267	547	5	shifts	shift	NOUN
afs-72267	547	6	from	from	ADP
afs-72267	547	7	s	s	PRON
afs-72267	547	8	q	q	X
afs-72267	547	9	to	to	ADP
afs-72267	547	10	s	s	PRON
afs-72267	547	11	,	,	PUNCT
afs-72267	547	12	,	,	PUNCT
afs-72267	547	13	and	and	CCONJ
afs-72267	547	14	costs	cost	NOUN
afs-72267	547	15	will	will	AUX
afs-72267	547	16	decrease	decrease	VERB
afs-72267	547	17	.	.	PUNCT
afs-72267	548	1	if	if	SCONJ
afs-72267	548	2	the	the	DET
afs-72267	548	3	price	price	NOUN
afs-72267	548	4	stays	stay	VERB
afs-72267	548	5	at	at	ADP
afs-72267	548	6	the	the	DET
afs-72267	548	7	preceeding	preceeding	NOUN
afs-72267	548	8	level	level	NOUN
afs-72267	548	9	p	p	X
afs-72267	548	10	„	„	PUNCT
afs-72267	548	11	,	,	PUNCT
afs-72267	548	12	the	the	DET
afs-72267	548	13	producer	producer	NOUN
afs-72267	548	14	will	will	AUX
afs-72267	548	15	receive	receive	VERB
afs-72267	548	16	an	an	DET
afs-72267	548	17	increase	increase	NOUN
afs-72267	548	18	in	in	ADP
afs-72267	548	19	his	his	PRON
afs-72267	548	20	surplus	surplus	NOUN
afs-72267	548	21	equal	equal	ADJ
afs-72267	548	22	to	to	ADP
afs-72267	548	23	e	e	PROPN
afs-72267	548	24	+	+	NOUN
afs-72267	548	25	c	c	PROPN
afs-72267	548	26	-e	-e	PROPN
afs-72267	548	27	f	f	PROPN
afs-72267	548	28	,	,	PUNCT
afs-72267	548	29	the	the	DET
afs-72267	548	30	total	total	ADJ
afs-72267	548	31	producers	producer	NOUN
afs-72267	548	32	’	’	PART
afs-72267	548	33	surplus	surplus	NOUN
afs-72267	548	34	now	now	ADV
afs-72267	548	35	being	be	AUX
afs-72267	548	36	b	b	NOUN
afs-72267	548	37	+	+	CCONJ
afs-72267	549	1	d	d	PROPN
afs-72267	549	2	-	-	PUNCT
afs-72267	549	3	t	t	NOUN
afs-72267	549	4	--	--	PUNCT
afs-72267	549	5	e	e	X
afs-72267	549	6	+	+	PROPN
afs-72267	549	7	c	c	PROPN
afs-72267	550	1	+	+	CCONJ
afs-72267	550	2	f.	f.	PROPN
afs-72267	550	3	when	when	SCONJ
afs-72267	550	4	productivity	productivity	NOUN
afs-72267	550	5	in	in	ADP
afs-72267	550	6	agriculture	agriculture	NOUN
afs-72267	550	7	increases	increase	NOUN
afs-72267	550	8	due	due	ADJ
afs-72267	550	9	to	to	ADP
afs-72267	550	10	new	new	ADJ
afs-72267	550	11	research	research	NOUN
afs-72267	550	12	results	result	NOUN
afs-72267	550	13	,	,	PUNCT
afs-72267	550	14	the	the	DET
afs-72267	550	15	supply	supply	NOUN
afs-72267	550	16	curve	curve	NOUN
afs-72267	550	17	shifts	shift	NOUN
afs-72267	550	18	in	in	ADP
afs-72267	550	19	figure	figure	NOUN
afs-72267	550	20	5	5	NUM
afs-72267	550	21	from	from	ADP
afs-72267	550	22	the	the	DET
afs-72267	550	23	initial	initial	ADJ
afs-72267	550	24	position	position	NOUN
afs-72267	550	25	of	of	ADP
afs-72267	550	26	s	s	NOUN
afs-72267	550	27	q	q	X
afs-72267	550	28	to	to	ADP
afs-72267	550	29	the	the	DET
afs-72267	550	30	new	new	ADJ
afs-72267	550	31	position	position	NOUN
afs-72267	550	32	of	of	ADP
afs-72267	550	33	s	s	NOUN
afs-72267	550	34	,	,	PUNCT
afs-72267	550	35	,	,	PUNCT
afs-72267	550	36	and	and	CCONJ
afs-72267	550	37	the	the	DET
afs-72267	550	38	price	price	NOUN
afs-72267	550	39	falls	fall	VERB
afs-72267	550	40	from	from	ADP
afs-72267	550	41	p	p	PROPN
afs-72267	550	42	d	d	PROPN
afs-72267	550	43	to	to	ADP
afs-72267	550	44	p	p	PRON
afs-72267	550	45	,	,	PUNCT
afs-72267	550	46	.	.	PUNCT
afs-72267	551	1	the	the	DET
afs-72267	551	2	increase	increase	NOUN
afs-72267	551	3	in	in	ADP
afs-72267	551	4	consumers	consumer	NOUN
afs-72267	551	5	’	'	PUNCT
afs-72267	551	6	surplus	surplus	NOUN
afs-72267	551	7	that	that	PRON
afs-72267	551	8	results	result	VERB
afs-72267	551	9	from	from	ADP
afs-72267	551	10	the	the	DET
afs-72267	551	11	price	price	NOUN
afs-72267	551	12	fall	fall	NOUN
afs-72267	551	13	is	be	AUX
afs-72267	551	14	then	then	ADV
afs-72267	551	15	equal	equal	ADJ
afs-72267	551	16	to	to	ADP
afs-72267	551	17	the	the	DET
afs-72267	551	18	area	area	NOUN
afs-72267	551	19	b	b	PROPN
afs-72267	551	20	+	+	CCONJ
afs-72267	551	21	c	c	NOUN
afs-72267	551	22	in	in	ADP
afs-72267	551	23	the	the	DET
afs-72267	551	24	figure	figure	NOUN
afs-72267	551	25	.	.	PUNCT
afs-72267	552	1	the	the	DET
afs-72267	552	2	increase	increase	NOUN
afs-72267	552	3	in	in	ADP
afs-72267	552	4	producers	producer	NOUN
afs-72267	552	5	’	'	PUNCT
afs-72267	552	6	surplus	surplus	NOUN
afs-72267	552	7	due	due	ADP
afs-72267	552	8	to	to	ADP
afs-72267	552	9	the	the	DET
afs-72267	552	10	sale	sale	NOUN
afs-72267	552	11	of	of	ADP
afs-72267	552	12	a	a	DET
afs-72267	552	13	larger	large	ADJ
afs-72267	552	14	quantity	quantity	NOUN
afs-72267	552	15	is	be	AUX
afs-72267	552	16	c	c	NOUN
afs-72267	552	17	+	+	SYM
afs-72267	552	18	f	f	X
afs-72267	552	19	,	,	PUNCT
afs-72267	552	20	and	and	CCONJ
afs-72267	552	21	the	the	DET
afs-72267	552	22	decrease	decrease	NOUN
afs-72267	552	23	in	in	ADP
afs-72267	552	24	producers	producer	NOUN
afs-72267	552	25	’	'	PUNCT
afs-72267	552	26	surplus	surplus	NOUN
afs-72267	552	27	due	due	ADP
afs-72267	552	28	to	to	ADP
afs-72267	552	29	the	the	DET
afs-72267	552	30	price	price	NOUN
afs-72267	552	31	fall	fall	NOUN
afs-72267	552	32	is	be	AUX
afs-72267	552	33	equal	equal	ADJ
afs-72267	552	34	to	to	ADP
afs-72267	552	35	b	b	NOUN
afs-72267	552	36	+	+	CCONJ
afs-72267	552	37	c	c	NOUN
afs-72267	552	38	,	,	PUNCT
afs-72267	552	39	or	or	CCONJ
afs-72267	552	40	the	the	DET
afs-72267	552	41	net	net	ADJ
afs-72267	552	42	change	change	NOUN
afs-72267	552	43	in	in	ADP
afs-72267	552	44	producers	producer	NOUN
afs-72267	552	45	’	'	PUNCT
afs-72267	552	46	surplus	surplus	NOUN
afs-72267	552	47	will	will	AUX
afs-72267	552	48	bec	bec	VERB
afs-72267	552	49	+	+	PROPN
afs-72267	552	50	f	f	PROPN
afs-72267	552	51	—	—	PUNCT
afs-72267	552	52	b	b	X
afs-72267	552	53	—	—	PUNCT
afs-72267	552	54	c	c	NOUN
afs-72267	552	55	=	=	SYM
afs-72267	552	56	f	f	PROPN
afs-72267	552	57	b.	b.	PROPN
afs-72267	552	58	when	when	SCONJ
afs-72267	552	59	both	both	DET
afs-72267	552	60	surpluses	surplus	NOUN
afs-72267	552	61	are	be	AUX
afs-72267	552	62	combined	combine	VERB
afs-72267	552	63	the	the	DET
afs-72267	552	64	total	total	ADJ
afs-72267	552	65	economic	economic	ADJ
afs-72267	552	66	surplus	surplus	NOUN
afs-72267	552	67	is	be	AUX
afs-72267	552	68	b	b	NOUN
afs-72267	553	1	+	+	NOUN
afs-72267	553	2	c	c	NOUN
afs-72267	553	3	+	+	CCONJ
afs-72267	553	4	f	f	X
afs-72267	553	5	-	-	PUNCT
afs-72267	553	6	b	b	NOUN
afs-72267	553	7	=	=	NOUN
afs-72267	553	8	c	c	PROPN
afs-72267	553	9	+	+	NOUN
afs-72267	553	10	f.	f.	NOUN
afs-72267	553	11	the	the	DET
afs-72267	553	12	latter	latter	ADJ
afs-72267	553	13	area	area	NOUN
afs-72267	553	14	can	can	AUX
afs-72267	553	15	be	be	AUX
afs-72267	553	16	calculated	calculate	VERB
afs-72267	553	17	from	from	ADP
afs-72267	553	18	the	the	DET
afs-72267	553	19	formula	formula	NOUN
afs-72267	553	20	(	(	PUNCT
afs-72267	553	21	2.8	2.8	NUM
afs-72267	553	22	)	)	PUNCT
afs-72267	553	23	.	.	PUNCT
afs-72267	554	1	(	(	PUNCT
afs-72267	554	2	2.8	2.8	NUM
afs-72267	554	3	)	)	PUNCT
afs-72267	554	4	kp	kp	NOUN
afs-72267	554	5	,	,	PUNCT
afs-72267	554	6	q	q	INTJ
afs-72267	554	7	,	,	PUNCT
afs-72267	554	8	(	(	PUNCT
afs-72267	554	9	1	1	NUM
afs-72267	554	10	—	—	PUNCT
afs-72267	554	11	—	—	PUNCT
afs-72267	554	12	—	—	PUNCT
afs-72267	554	13	)	)	PUNCT
afs-72267	554	14	n	n	PROPN
afs-72267	555	1	+	+	X
afs-72267	555	2	e	e	X
afs-72267	555	3	where	where	SCONJ
afs-72267	555	4	k	k	NOUN
afs-72267	555	5	=	=	PUNCT
afs-72267	555	6	percentage	percentage	NOUN
afs-72267	555	7	increase	increase	NOUN
afs-72267	555	8	in	in	ADP
afs-72267	555	9	production	production	NOUN
afs-72267	555	10	due	due	ADP
afs-72267	555	11	to	to	ADP
afs-72267	555	12	research	research	NOUN
afs-72267	555	13	n	n	NOUN
afs-72267	555	14	=	=	NOUN
afs-72267	555	15	price	price	NOUN
afs-72267	555	16	elasticity	elasticity	NOUN
afs-72267	555	17	of	of	ADP
afs-72267	555	18	demand	demand	NOUN
afs-72267	555	19	e	e	NOUN
afs-72267	555	20	=	=	NOUN
afs-72267	555	21	price	price	NOUN
afs-72267	555	22	elasticity	elasticity	NOUN
afs-72267	555	23	of	of	ADP
afs-72267	555	24	supply	supply	NOUN
afs-72267	555	25	the	the	DET
afs-72267	555	26	percentage	percentage	NOUN
afs-72267	555	27	increase	increase	NOUN
afs-72267	555	28	k	k	PROPN
afs-72267	555	29	can	can	AUX
afs-72267	555	30	be	be	AUX
afs-72267	555	31	calculated	calculate	VERB
afs-72267	555	32	by	by	ADP
afs-72267	555	33	dividing	divide	VERB
afs-72267	555	34	the	the	DET
afs-72267	555	35	distance	distance	NOUN
afs-72267	555	36	between	between	ADP
afs-72267	555	37	the	the	DET
afs-72267	555	38	supply	supply	NOUN
afs-72267	555	39	curves	curve	VERB
afs-72267	555	40	with	with	ADP
afs-72267	555	41	the	the	DET
afs-72267	555	42	value	value	NOUN
afs-72267	555	43	of	of	ADP
afs-72267	555	44	final	final	ADJ
afs-72267	555	45	production	production	NOUN
afs-72267	555	46	q	q	NOUN
afs-72267	555	47	,	,	PUNCT
afs-72267	555	48	.	.	PUNCT
afs-72267	556	1	in	in	ADP
afs-72267	556	2	practice	practice	NOUN
afs-72267	556	3	the	the	DET
afs-72267	556	4	critical	critical	ADJ
afs-72267	556	5	determinant	determinant	NOUN
afs-72267	556	6	of	of	ADP
afs-72267	556	7	the	the	DET
afs-72267	556	8	economic	economic	ADJ
afs-72267	556	9	returns	return	NOUN
afs-72267	556	10	from	from	ADP
afs-72267	556	11	research	research	NOUN
afs-72267	556	12	is	be	AUX
afs-72267	556	13	the	the	DET
afs-72267	556	14	factor	factor	NOUN
afs-72267	556	15	k.	k.	PROPN
afs-72267	556	16	hertford	hertford	PROPN
afs-72267	556	17	and	and	CCONJ
afs-72267	556	18	schmitz	schmitz	PROPN
afs-72267	556	19	point	point	VERB
afs-72267	556	20	out	out	ADP
afs-72267	556	21	that	that	SCONJ
afs-72267	556	22	when	when	SCONJ
afs-72267	556	23	research	research	NOUN
afs-72267	556	24	leads	lead	VERB
afs-72267	556	25	to	to	ADP
afs-72267	556	26	the	the	DET
afs-72267	556	27	development	development	NOUN
afs-72267	556	28	of	of	ADP
afs-72267	556	29	new	new	ADJ
afs-72267	556	30	production	production	NOUN
afs-72267	556	31	methods	method	NOUN
afs-72267	556	32	for	for	ADP
afs-72267	556	33	a	a	DET
afs-72267	556	34	certain	certain	ADJ
afs-72267	556	35	product	product	NOUN
afs-72267	556	36	,	,	PUNCT
afs-72267	556	37	the	the	DET
afs-72267	556	38	finding	finding	NOUN
afs-72267	556	39	can	can	AUX
afs-72267	556	40	affect	affect	VERB
afs-72267	556	41	the	the	DET
afs-72267	556	42	use	use	NOUN
afs-72267	556	43	of	of	ADP
afs-72267	556	44	other	other	ADJ
afs-72267	556	45	resources	resource	NOUN
afs-72267	556	46	.	.	PUNCT
afs-72267	557	1	for	for	ADP
afs-72267	557	2	instance	instance	NOUN
afs-72267	557	3	,	,	PUNCT
afs-72267	557	4	producers	producer	NOUN
afs-72267	557	5	who	who	PRON
afs-72267	557	6	lack	lack	VERB
afs-72267	557	7	the	the	DET
afs-72267	557	8	possibility	possibility	NOUN
afs-72267	557	9	to	to	PART
afs-72267	557	10	utilize	utilize	VERB
afs-72267	557	11	the	the	DET
afs-72267	557	12	new	new	ADJ
afs-72267	557	13	production	production	NOUN
afs-72267	557	14	methods	method	NOUN
afs-72267	557	15	may	may	AUX
afs-72267	557	16	be	be	AUX
afs-72267	557	17	forced	force	VERB
afs-72267	557	18	out	out	ADP
afs-72267	557	19	of	of	ADP
afs-72267	557	20	business	business	NOUN
afs-72267	557	21	,	,	PUNCT
afs-72267	557	22	and	and	CCONJ
afs-72267	557	23	other	other	ADJ
afs-72267	557	24	production	production	NOUN
afs-72267	557	25	resources	resource	NOUN
afs-72267	557	26	may	may	AUX
afs-72267	557	27	not	not	PART
afs-72267	557	28	find	find	VERB
afs-72267	557	29	any	any	DET
afs-72267	557	30	alternative	alternative	ADJ
afs-72267	557	31	use	use	NOUN
afs-72267	557	32	.	.	PUNCT
afs-72267	558	1	the	the	DET
afs-72267	558	2	benefits	benefit	NOUN
afs-72267	558	3	may	may	AUX
afs-72267	558	4	be	be	AUX
afs-72267	558	5	overestimated	overestimate	VERB
afs-72267	558	6	if	if	SCONJ
afs-72267	558	7	this	this	PRON
afs-72267	558	8	is	be	AUX
afs-72267	558	9	not	not	PART
afs-72267	558	10	taken	take	VERB
afs-72267	558	11	into	into	ADP
afs-72267	558	12	account	account	NOUN
afs-72267	558	13	.	.	PUNCT
afs-72267	559	1	an	an	DET
afs-72267	559	2	advantage	advantage	NOUN
afs-72267	559	3	of	of	ADP
afs-72267	559	4	the	the	DET
afs-72267	559	5	welfare	welfare	NOUN
afs-72267	559	6	economics	economic	NOUN
afs-72267	559	7	approach	approach	NOUN
afs-72267	559	8	is	be	AUX
afs-72267	559	9	that	that	SCONJ
afs-72267	559	10	it	it	PRON
afs-72267	559	11	enables	enable	VERB
afs-72267	559	12	classification	classification	NOUN
afs-72267	559	13	of	of	ADP
afs-72267	559	14	who	who	PRON
afs-72267	559	15	benefits	benefit	VERB
afs-72267	559	16	from	from	ADP
afs-72267	559	17	research	research	NOUN
afs-72267	559	18	,	,	PUNCT
afs-72267	559	19	producers	producer	NOUN
afs-72267	559	20	or	or	CCONJ
afs-72267	559	21	consumers	consumer	NOUN
afs-72267	559	22	,	,	PUNCT
afs-72267	559	23	and	and	CCONJ
afs-72267	559	24	how	how	SCONJ
afs-72267	559	25	the	the	DET
afs-72267	559	26	returns	return	NOUN
afs-72267	559	27	are	be	AUX
afs-72267	559	28	divided	divide	VERB
afs-72267	559	29	between	between	ADP
afs-72267	559	30	these	these	DET
afs-72267	559	31	groups	group	NOUN
afs-72267	559	32	.	.	PUNCT
afs-72267	560	1	comments	comment	NOUN
afs-72267	560	2	on	on	ADP
afs-72267	560	3	the	the	DET
afs-72267	560	4	welfare	welfare	NOUN
afs-72267	560	5	economics	economic	NOUN
afs-72267	560	6	approach	approach	NOUN
afs-72267	560	7	have	have	AUX
afs-72267	560	8	led	lead	VERB
afs-72267	560	9	to	to	ADP
afs-72267	560	10	the	the	DET
afs-72267	560	11	consideration	consideration	NOUN
afs-72267	560	12	of	of	ADP
afs-72267	560	13	more	more	ADJ
afs-72267	560	14	complex	complex	ADJ
afs-72267	560	15	issues	issue	NOUN
afs-72267	560	16	.	.	PUNCT
afs-72267	561	1	some	some	PRON
afs-72267	561	2	of	of	ADP
afs-72267	561	3	these	these	PRON
afs-72267	561	4	are	be	AUX
afs-72267	561	5	reviewed	review	VERB
afs-72267	561	6	in	in	ADP
afs-72267	561	7	the	the	DET
afs-72267	561	8	next	next	ADJ
afs-72267	561	9	section	section	NOUN
afs-72267	561	10	.	.	PUNCT
afs-72267	562	1	2.4.4	2.4.4	X
afs-72267	562	2	.	.	PUNCT
afs-72267	563	1	comments	comment	NOUN
afs-72267	563	2	on	on	ADP
afs-72267	563	3	the	the	DET
afs-72267	563	4	welfare	welfare	NOUN
afs-72267	563	5	economics	economic	NOUN
afs-72267	563	6	approach	approach	NOUN
afs-72267	563	7	normally	normally	ADV
afs-72267	563	8	the	the	DET
afs-72267	563	9	demand	demand	NOUN
afs-72267	563	10	and	and	CCONJ
afs-72267	563	11	supply	supply	NOUN
afs-72267	563	12	curves	curve	NOUN
afs-72267	563	13	are	be	AUX
afs-72267	563	14	not	not	PART
afs-72267	563	15	linear	linear	ADJ
afs-72267	563	16	as	as	ADP
afs-72267	563	17	in	in	ADP
afs-72267	563	18	figure	figure	NOUN
afs-72267	563	19	5	5	NUM
afs-72267	563	20	.	.	PUNCT
afs-72267	564	1	a	a	DET
afs-72267	564	2	more	more	ADV
afs-72267	564	3	realistic	realistic	ADJ
afs-72267	564	4	illustration	illustration	NOUN
afs-72267	564	5	is	be	AUX
afs-72267	564	6	shown	show	VERB
afs-72267	564	7	in	in	ADP
afs-72267	564	8	figure	figure	NOUN
afs-72267	564	9	6	6	NUM
afs-72267	564	10	.	.	PUNCT
afs-72267	565	1	the	the	DET
afs-72267	565	2	increase	increase	NOUN
afs-72267	565	3	in	in	ADP
afs-72267	565	4	the	the	DET
afs-72267	565	5	combined	combine	VERB
afs-72267	565	6	consumers	consumer	NOUN
afs-72267	565	7	’	'	PUNCT
afs-72267	565	8	and	and	CCONJ
afs-72267	565	9	producers	producer	NOUN
afs-72267	565	10	’	’	PART
afs-72267	565	11	surpluses	surplus	NOUN
afs-72267	565	12	in	in	ADP
afs-72267	565	13	the	the	DET
afs-72267	565	14	figure	figure	NOUN
afs-72267	565	15	above	above	ADV
afs-72267	565	16	is	be	AUX
afs-72267	565	17	indicated	indicate	VERB
afs-72267	565	18	by	by	ADP
afs-72267	565	19	the	the	DET
afs-72267	565	20	area	area	NOUN
afs-72267	565	21	oba	oba	PROPN
afs-72267	565	22	.	.	PUNCT
afs-72267	566	1	this	this	DET
afs-72267	566	2	area	area	NOUN
afs-72267	566	3	corresponds	correspond	VERB
afs-72267	566	4	to	to	ADP
afs-72267	566	5	the	the	DET
afs-72267	566	6	area	area	NOUN
afs-72267	566	7	c	c	NOUN
afs-72267	566	8	fin	fin	NOUN
afs-72267	566	9	figure	figure	NOUN
afs-72267	566	10	6	6	NUM
afs-72267	566	11	.	.	PUNCT
afs-72267	567	1	lindner	lindner	NOUN
afs-72267	567	2	and	and	CCONJ
afs-72267	567	3	jarrett	jarrett	PROPN
afs-72267	567	4	(	(	PUNCT
afs-72267	567	5	1978	1978	NUM
afs-72267	567	6	)	)	PUNCT
afs-72267	567	7	note	note	VERB
afs-72267	567	8	the	the	DET
afs-72267	567	9	essential	essential	ADJ
afs-72267	567	10	difference	difference	NOUN
afs-72267	567	11	between	between	ADP
afs-72267	567	12	the	the	DET
afs-72267	567	13	assumption	assumption	NOUN
afs-72267	567	14	of	of	ADP
afs-72267	567	15	a	a	DET
afs-72267	567	16	parallel	parallel	NOUN
afs-72267	567	17	,	,	PUNCT
afs-72267	567	18	a	a	DET
afs-72267	567	19	divergent	divergent	ADJ
afs-72267	567	20	and	and	CCONJ
afs-72267	567	21	a	a	DET
afs-72267	567	22	convergent	convergent	NOUN
afs-72267	567	23	shift	shift	NOUN
afs-72267	567	24	in	in	ADP
afs-72267	567	25	the	the	DET
afs-72267	567	26	supply	supply	NOUN
afs-72267	567	27	curve	curve	NOUN
afs-72267	567	28	.	.	PUNCT
afs-72267	568	1	this	this	PRON
afs-72267	568	2	is	be	AUX
afs-72267	568	3	shown	show	VERB
afs-72267	568	4	in	in	ADP
afs-72267	568	5	figure	figure	NOUN
afs-72267	568	6	7	7	NUM
afs-72267	568	7	,	,	PUNCT
afs-72267	568	8	where	where	SCONJ
afs-72267	568	9	the	the	DET
afs-72267	568	10	demand	demand	NOUN
afs-72267	568	11	curve	curve	NOUN
afs-72267	568	12	is	be	AUX
afs-72267	568	13	conveniently	conveniently	ADV
afs-72267	568	14	assumed	assume	VERB
afs-72267	568	15	to	to	PART
afs-72267	568	16	be	be	AUX
afs-72267	568	17	completely	completely	ADV
afs-72267	568	18	inelastic	inelastic	ADJ
afs-72267	568	19	.	.	PUNCT
afs-72267	569	1	according	accord	VERB
afs-72267	569	2	to	to	ADP
afs-72267	569	3	lindner	lindner	PROPN
afs-72267	569	4	and	and	CCONJ
afs-72267	569	5	jarrett	jarrett	PROPN
afs-72267	569	6	,	,	PUNCT
afs-72267	569	7	earlier	early	ADJ
afs-72267	569	8	studies	study	NOUN
afs-72267	569	9	did	do	AUX
afs-72267	569	10	not	not	PART
afs-72267	569	11	distinguish	distinguish	VERB
afs-72267	569	12	between	between	ADP
afs-72267	569	13	the	the	DET
afs-72267	569	14	types	type	NOUN
afs-72267	569	15	of	of	ADP
afs-72267	569	16	supply	supply	NOUN
afs-72267	569	17	shift	shift	NOUN
afs-72267	569	18	.	.	PUNCT
afs-72267	570	1	important	important	ADJ
afs-72267	570	2	comments	comment	NOUN
afs-72267	570	3	on	on	ADP
afs-72267	570	4	the	the	DET
afs-72267	570	5	shift	shift	NOUN
afs-72267	570	6	of	of	ADP
afs-72267	570	7	the	the	DET
afs-72267	570	8	supply	supply	NOUN
afs-72267	570	9	curve	curve	NOUN
afs-72267	570	10	have	have	AUX
afs-72267	570	11	also	also	ADV
afs-72267	570	12	been	be	AUX
afs-72267	570	13	made	make	VERB
afs-72267	570	14	by	by	ADP
afs-72267	570	15	jarrett	jarrett	PROPN
afs-72267	570	16	and	and	CCONJ
afs-72267	570	17	lindner	lindner	PROPN
afs-72267	570	18	(	(	PUNCT
afs-72267	570	19	1977	1977	NUM
afs-72267	570	20	)	)	PUNCT
afs-72267	570	21	,	,	PUNCT
afs-72267	570	22	rose	rise	VERB
afs-72267	570	23	(	(	PUNCT
afs-72267	570	24	1980	1980	NUM
afs-72267	570	25	)	)	PUNCT
afs-72267	570	26	,	,	PUNCT
afs-72267	570	27	wise	wise	ADJ
afs-72267	570	28	and	and	CCONJ
afs-72267	570	29	fell	fall	VERB
afs-72267	570	30	(	(	PUNCT
afs-72267	570	31	1980	1980	NUM
afs-72267	570	32	)	)	PUNCT
afs-72267	570	33	and	and	CCONJ
afs-72267	570	34	lindner	lindner	PROPN
afs-72267	570	35	and	and	CCONJ
afs-72267	570	36	jarrett	jarrett	PROPN
afs-72267	570	37	(	(	PUNCT
afs-72267	570	38	1980	1980	NUM
afs-72267	570	39	)	)	PUNCT
afs-72267	570	40	.	.	PUNCT
afs-72267	571	1	wise	wise	ADJ
afs-72267	571	2	(	(	PUNCT
afs-72267	571	3	1981	1981	NUM
afs-72267	571	4	,	,	PUNCT
afs-72267	571	5	1984	1984	NUM
afs-72267	571	6	a	a	PRON
afs-72267	571	7	)	)	PUNCT
afs-72267	571	8	outlined	outline	VERB
afs-72267	571	9	a	a	DET
afs-72267	571	10	welfare	welfare	NOUN
afs-72267	571	11	economics	economic	NOUN
afs-72267	571	12	analysis	analysis	NOUN
afs-72267	571	13	of	of	ADP
afs-72267	571	14	the	the	DET
afs-72267	571	15	benefits	benefit	NOUN
afs-72267	571	16	from	from	ADP
afs-72267	571	17	research	research	NOUN
afs-72267	571	18	which	which	PRON
afs-72267	571	19	is	be	AUX
afs-72267	571	20	not	not	PART
afs-72267	571	21	based	base	VERB
afs-72267	571	22	on	on	ADP
afs-72267	571	23	the	the	DET
afs-72267	571	24	consumers	consumer	NOUN
afs-72267	571	25	’	'	PUNCT
afs-72267	571	26	and	and	CCONJ
afs-72267	571	27	producers	producer	NOUN
afs-72267	571	28	’	’	PART
afs-72267	571	29	surplus	surplus	NOUN
afs-72267	571	30	concepts	concept	NOUN
afs-72267	571	31	,	,	PUNCT
afs-72267	571	32	but	but	CCONJ
afs-72267	571	33	on	on	ADP
afs-72267	571	34	costs	cost	NOUN
afs-72267	571	35	and	and	CCONJ
afs-72267	571	36	fig	fig	NOUN
afs-72267	571	37	.	.	PUNCT
afs-72267	572	1	6	6	NUM
afs-72267	572	2	.	.	X
afs-72267	572	3	effect	effect	NOUN
afs-72267	572	4	of	of	ADP
afs-72267	572	5	a	a	DET
afs-72267	572	6	new	new	ADJ
afs-72267	572	7	technology	technology	NOUN
afs-72267	572	8	in	in	ADP
afs-72267	572	9	shifting	shift	VERB
afs-72267	572	10	supply	supply	NOUN
afs-72267	572	11	curves	curve	NOUN
afs-72267	572	12	(	(	PUNCT
afs-72267	572	13	dai.rympl.e	dai.rympl.e	NOUN
afs-72267	572	14	1977	1977	NUM
afs-72267	572	15	)	)	PUNCT
afs-72267	572	16	.	.	PUNCT
afs-72267	573	1	275	275	NUM
afs-72267	573	2	benefits	benefit	NOUN
afs-72267	573	3	.	.	PUNCT
afs-72267	574	1	wise	wise	ADJ
afs-72267	574	2	argues	argue	VERB
afs-72267	574	3	that	that	SCONJ
afs-72267	574	4	the	the	DET
afs-72267	574	5	essential	essential	ADJ
afs-72267	574	6	curve	curve	NOUN
afs-72267	574	7	to	to	PART
afs-72267	574	8	consider	consider	VERB
afs-72267	574	9	in	in	ADP
afs-72267	574	10	benefit	benefit	NOUN
afs-72267	574	11	analysis	analysis	NOUN
afs-72267	574	12	is	be	AUX
afs-72267	574	13	the	the	DET
afs-72267	574	14	cost	cost	NOUN
afs-72267	574	15	curve	curve	NOUN
afs-72267	574	16	and	and	CCONJ
afs-72267	574	17	not	not	PART
afs-72267	574	18	the	the	DET
afs-72267	574	19	supply	supply	NOUN
afs-72267	574	20	curve	curve	NOUN
afs-72267	574	21	.	.	PUNCT
afs-72267	575	1	in	in	ADP
afs-72267	575	2	elementary	elementary	ADJ
afs-72267	575	3	models	model	NOUN
afs-72267	575	4	the	the	DET
afs-72267	575	5	two	two	NUM
afs-72267	575	6	coincide	coincide	NOUN
afs-72267	575	7	,	,	PUNCT
afs-72267	575	8	but	but	CCONJ
afs-72267	575	9	wise	wise	ADJ
afs-72267	575	10	draws	draw	VERB
afs-72267	575	11	upon	upon	SCONJ
afs-72267	575	12	capstick	capstick	NOUN
afs-72267	575	13	for	for	ADP
afs-72267	575	14	many	many	ADJ
afs-72267	575	15	cases	case	NOUN
afs-72267	575	16	when	when	SCONJ
afs-72267	575	17	factors	factor	NOUN
afs-72267	575	18	other	other	ADJ
afs-72267	575	19	than	than	ADP
afs-72267	575	20	costs	cost	NOUN
afs-72267	575	21	affect	affect	VERB
afs-72267	575	22	the	the	DET
afs-72267	575	23	supply	supply	NOUN
afs-72267	575	24	.	.	PUNCT
afs-72267	576	1	wises	wise	VERB
afs-72267	576	2	analysis	analysis	NOUN
afs-72267	576	3	is	be	AUX
afs-72267	576	4	shown	show	VERB
afs-72267	576	5	in	in	ADP
afs-72267	576	6	figure	figure	NOUN
afs-72267	576	7	8	8	NUM
afs-72267	576	8	.	.	PUNCT
afs-72267	577	1	figure	figure	VERB
afs-72267	577	2	8	8	NUM
afs-72267	577	3	a	a	PRON
afs-72267	577	4	)	)	PUNCT
afs-72267	577	5	corresponds	correspond	VERB
afs-72267	577	6	to	to	PART
afs-72267	577	7	figure	figure	VERB
afs-72267	577	8	6	6	NUM
afs-72267	577	9	,	,	PUNCT
afs-72267	577	10	and	and	CCONJ
afs-72267	577	11	is	be	AUX
afs-72267	577	12	based	base	VERB
afs-72267	577	13	on	on	ADP
afs-72267	577	14	the	the	DET
afs-72267	577	15	assumption	assumption	NOUN
afs-72267	577	16	of	of	ADP
afs-72267	577	17	identical	identical	ADJ
afs-72267	577	18	cost	cost	NOUN
afs-72267	577	19	and	and	CCONJ
afs-72267	577	20	supply	supply	NOUN
afs-72267	577	21	curves	curve	NOUN
afs-72267	577	22	.	.	PUNCT
afs-72267	578	1	in	in	ADP
afs-72267	578	2	figure	figure	NOUN
afs-72267	578	3	b	b	NOUN
afs-72267	578	4	)	)	PUNCT
afs-72267	578	5	am	be	AUX
afs-72267	578	6	is	be	AUX
afs-72267	578	7	the	the	DET
afs-72267	578	8	original	original	ADJ
afs-72267	578	9	cost	cost	NOUN
afs-72267	578	10	curve	curve	NOUN
afs-72267	578	11	showing	show	VERB
afs-72267	578	12	the	the	DET
afs-72267	578	13	national	national	ADJ
afs-72267	578	14	output	output	NOUN
afs-72267	578	15	x.	x.	NOUN
afs-72267	579	1	according	accord	VERB
afs-72267	579	2	to	to	ADP
afs-72267	579	3	wise	wise	ADJ
afs-72267	579	4	,	,	PUNCT
afs-72267	579	5	it	it	PRON
afs-72267	579	6	is	be	AUX
afs-72267	579	7	not	not	PART
afs-72267	579	8	necessary	necessary	ADJ
afs-72267	579	9	to	to	PART
afs-72267	579	10	estimate	estimate	VERB
afs-72267	579	11	the	the	DET
afs-72267	579	12	new	new	ADJ
afs-72267	579	13	curve	curve	NOUN
afs-72267	579	14	resulting	result	VERB
afs-72267	579	15	from	from	ADP
afs-72267	579	16	technological	technological	ADJ
afs-72267	579	17	change	change	NOUN
afs-72267	579	18	.	.	PUNCT
afs-72267	580	1	it	it	PRON
afs-72267	580	2	is	be	AUX
afs-72267	580	3	enough	enough	ADJ
afs-72267	580	4	to	to	PART
afs-72267	580	5	note	note	VERB
afs-72267	580	6	that	that	SCONJ
afs-72267	580	7	the	the	DET
afs-72267	580	8	original	original	ADJ
afs-72267	580	9	level	level	NOUN
afs-72267	580	10	of	of	ADP
afs-72267	580	11	production	production	NOUN
afs-72267	580	12	x	x	PUNCT
afs-72267	580	13	changes	change	VERB
afs-72267	580	14	to	to	ADP
afs-72267	580	15	a	a	DET
afs-72267	580	16	new	new	ADJ
afs-72267	580	17	level	level	NOUN
afs-72267	580	18	x	x	NOUN
afs-72267	580	19	*	*	NOUN
afs-72267	580	20	.	.	PUNCT
afs-72267	581	1	the	the	DET
afs-72267	581	2	economic	economic	ADJ
afs-72267	581	3	benefits	benefit	NOUN
afs-72267	581	4	in	in	ADP
afs-72267	581	5	case	case	NOUN
afs-72267	581	6	b	b	X
afs-72267	581	7	)	)	PUNCT
afs-72267	581	8	consist	consist	NOUN
afs-72267	581	9	of	of	ADP
afs-72267	581	10	three	three	NUM
afs-72267	581	11	components	component	NOUN
afs-72267	581	12	8	8	NUM
afs-72267	581	13	,	,	PUNCT
afs-72267	581	14	,	,	PUNCT
afs-72267	581	15	b	b	PROPN
afs-72267	581	16	2	2	NUM
afs-72267	581	17	and	and	CCONJ
afs-72267	581	18	83.b3	83.b3	NUM
afs-72267	581	19	.	.	PUNCT
afs-72267	582	1	b	b	X
afs-72267	582	2	,	,	PUNCT
afs-72267	582	3	is	be	AUX
afs-72267	582	4	equal	equal	ADJ
afs-72267	582	5	to	to	ADP
afs-72267	582	6	the	the	DET
afs-72267	582	7	value	value	NOUN
afs-72267	582	8	of	of	ADP
afs-72267	582	9	increased	increase	VERB
afs-72267	582	10	production	production	NOUN
afs-72267	582	11	.	.	PUNCT
afs-72267	583	1	b	b	X
afs-72267	583	2	2	2	NUM
afs-72267	583	3	corresponds	correspond	NOUN
afs-72267	583	4	to	to	ADP
afs-72267	583	5	the	the	DET
afs-72267	583	6	value	value	NOUN
afs-72267	583	7	of	of	ADP
afs-72267	583	8	fewer	few	ADJ
afs-72267	583	9	producers	producer	NOUN
afs-72267	583	10	being	be	AUX
afs-72267	583	11	able	able	ADJ
afs-72267	583	12	to	to	PART
afs-72267	583	13	produce	produce	VERB
afs-72267	583	14	the	the	DET
afs-72267	583	15	previous	previous	ADJ
afs-72267	583	16	output	output	NOUN
afs-72267	583	17	,	,	PUNCT
afs-72267	583	18	enabling	enable	VERB
afs-72267	583	19	some	some	PRON
afs-72267	583	20	of	of	ADP
afs-72267	583	21	theproducers	theproducer	NOUN
afs-72267	583	22	to	to	PART
afs-72267	583	23	move	move	VERB
afs-72267	583	24	into	into	ADP
afs-72267	583	25	other	other	ADJ
afs-72267	583	26	sectors	sector	NOUN
afs-72267	583	27	.	.	PUNCT
afs-72267	584	1	essential	essential	ADJ
afs-72267	584	2	for	for	ADP
afs-72267	584	3	this	this	DET
afs-72267	584	4	part	part	NOUN
afs-72267	584	5	of	of	ADP
afs-72267	584	6	the	the	DET
afs-72267	584	7	benefits	benefit	NOUN
afs-72267	584	8	is	be	AUX
afs-72267	584	9	that	that	SCONJ
afs-72267	584	10	alternative	alternative	ADJ
afs-72267	584	11	possibilities	possibility	NOUN
afs-72267	584	12	for	for	ADP
afs-72267	584	13	employment	employment	NOUN
afs-72267	584	14	are	be	AUX
afs-72267	584	15	found	find	VERB
afs-72267	584	16	.	.	PUNCT
afs-72267	585	1	all	all	DET
afs-72267	585	2	costs	cost	NOUN
afs-72267	585	3	of	of	ADP
afs-72267	585	4	creating	create	VERB
afs-72267	585	5	places	place	NOUN
afs-72267	585	6	for	for	ADP
afs-72267	585	7	work	work	NOUN
afs-72267	585	8	for	for	ADP
afs-72267	585	9	displaced	displaced	ADJ
afs-72267	585	10	people	people	NOUN
afs-72267	585	11	must	must	AUX
afs-72267	585	12	otherwise	otherwise	ADV
afs-72267	585	13	be	be	AUX
afs-72267	585	14	fig	fig	NOUN
afs-72267	585	15	.	.	PUNCT
afs-72267	586	1	7	7	X
afs-72267	586	2	.	.	X
afs-72267	586	3	divergent	divergent	ADJ
afs-72267	586	4	(	(	PUNCT
afs-72267	586	5	a	a	NOUN
afs-72267	586	6	)	)	PUNCT
afs-72267	586	7	and	and	CCONJ
afs-72267	586	8	convergent	convergent	NOUN
afs-72267	586	9	(	(	PUNCT
afs-72267	586	10	b	b	NOUN
afs-72267	586	11	)	)	PUNCT
afs-72267	586	12	shifts	shift	NOUN
afs-72267	586	13	of	of	ADP
afs-72267	586	14	the	the	DET
afs-72267	586	15	supply	supply	NOUN
afs-72267	586	16	curves	curve	NOUN
afs-72267	586	17	fig	fig	NOUN
afs-72267	586	18	.	.	PUNCT
afs-72267	587	1	8	8	NUM
afs-72267	587	2	.	.	X
afs-72267	587	3	conventional	conventional	ADJ
afs-72267	587	4	construction	construction	NOUN
afs-72267	587	5	in	in	ADP
afs-72267	587	6	terms	term	NOUN
afs-72267	587	7	of	of	ADP
afs-72267	587	8	surpluses	surplus	NOUN
afs-72267	587	9	(	(	PUNCT
afs-72267	587	10	a	a	NOUN
afs-72267	587	11	)	)	PUNCT
afs-72267	587	12	and	and	CCONJ
afs-72267	587	13	alternative	alternative	ADJ
afs-72267	587	14	approach	approach	NOUN
afs-72267	587	15	in	in	ADP
afs-72267	587	16	terms	term	NOUN
afs-72267	587	17	of	of	ADP
afs-72267	587	18	benefits	benefit	NOUN
afs-72267	587	19	(	(	PUNCT
afs-72267	587	20	b	b	NOUN
afs-72267	587	21	)	)	PUNCT
afs-72267	587	22	(	(	PUNCT
afs-72267	587	23	wisi	wisi	VERB
afs-72267	587	24	1981	1981	NUM
afs-72267	587	25	)	)	PUNCT
afs-72267	587	26	.	.	PUNCT
afs-72267	588	1	276	276	NUM
afs-72267	588	2	277	277	NUM
afs-72267	588	3	subtracted	subtract	VERB
afs-72267	588	4	from	from	ADP
afs-72267	588	5	82.b	82.b	NUM
afs-72267	588	6	2	2	NUM
afs-72267	588	7	.	.	PUNCT
afs-72267	589	1	b	b	X
afs-72267	589	2	,	,	PUNCT
afs-72267	589	3	is	be	AUX
afs-72267	589	4	,	,	PUNCT
afs-72267	589	5	finally	finally	ADV
afs-72267	589	6	,	,	PUNCT
afs-72267	589	7	the	the	DET
afs-72267	589	8	value	value	NOUN
afs-72267	589	9	of	of	ADP
afs-72267	589	10	specific	specific	ADJ
afs-72267	589	11	input	input	NOUN
afs-72267	589	12	savings	saving	NOUN
afs-72267	589	13	needed	need	VERB
afs-72267	589	14	to	to	PART
afs-72267	589	15	produce	produce	VERB
afs-72267	589	16	x.	x.	NOUN
afs-72267	590	1	the	the	DET
afs-72267	590	2	input	input	NOUN
afs-72267	590	3	savings	saving	NOUN
afs-72267	590	4	are	be	AUX
afs-72267	590	5	a	a	DET
afs-72267	590	6	consequence	consequence	NOUN
afs-72267	590	7	of	of	ADP
afs-72267	590	8	better	well	ADJ
afs-72267	590	9	production	production	NOUN
afs-72267	590	10	methods	method	NOUN
afs-72267	590	11	.	.	PUNCT
afs-72267	591	1	freebairn	freebairn	PROPN
afs-72267	591	2	et	et	PROPN
afs-72267	591	3	al	al	PROPN
afs-72267	591	4	.	.	PROPN
afs-72267	592	1	(	(	PUNCT
afs-72267	592	2	1982	1982	NUM
afs-72267	592	3	)	)	PUNCT
afs-72267	592	4	analyzed	analyze	VERB
afs-72267	592	5	the	the	DET
afs-72267	592	6	importance	importance	NOUN
afs-72267	592	7	of	of	ADP
afs-72267	592	8	research	research	NOUN
afs-72267	592	9	at	at	ADP
afs-72267	592	10	different	different	ADJ
afs-72267	592	11	levels	level	NOUN
afs-72267	592	12	of	of	ADP
afs-72267	592	13	production	production	NOUN
afs-72267	592	14	;	;	PUNCT
afs-72267	592	15	research	research	NOUN
afs-72267	592	16	on	on	ADP
afs-72267	592	17	nonfarm	nonfarm	PROPN
afs-72267	592	18	input	input	NOUN
afs-72267	592	19	,	,	PUNCT
afs-72267	592	20	farming	farming	NOUN
afs-72267	592	21	and	and	CCONJ
afs-72267	592	22	marketing	marketing	NOUN
afs-72267	592	23	.	.	PUNCT
afs-72267	593	1	in	in	ADP
afs-72267	593	2	a	a	DET
afs-72267	593	3	model	model	NOUN
afs-72267	593	4	based	base	VERB
afs-72267	593	5	on	on	ADP
afs-72267	593	6	pure	pure	ADJ
afs-72267	593	7	competition	competition	NOUN
afs-72267	593	8	the	the	DET
afs-72267	593	9	benefits	benefit	NOUN
afs-72267	593	10	of	of	ADP
afs-72267	593	11	research	research	NOUN
afs-72267	593	12	will	will	AUX
afs-72267	593	13	,	,	PUNCT
afs-72267	593	14	however	however	ADV
afs-72267	593	15	,	,	PUNCT
afs-72267	593	16	be	be	AUX
afs-72267	593	17	equally	equally	ADV
afs-72267	593	18	divided	divide	VERB
afs-72267	593	19	between	between	ADP
afs-72267	593	20	the	the	DET
afs-72267	593	21	various	various	ADJ
afs-72267	593	22	levels	level	NOUN
afs-72267	593	23	.	.	PUNCT
afs-72267	594	1	discussion	discussion	NOUN
afs-72267	594	2	of	of	ADP
afs-72267	594	3	the	the	DET
afs-72267	594	4	welfare	welfare	NOUN
afs-72267	594	5	economics	economic	NOUN
afs-72267	594	6	approach	approach	NOUN
afs-72267	594	7	has	have	AUX
afs-72267	594	8	shown	show	VERB
afs-72267	594	9	that	that	SCONJ
afs-72267	594	10	the	the	DET
afs-72267	594	11	conclusions	conclusion	NOUN
afs-72267	594	12	and	and	CCONJ
afs-72267	594	13	the	the	DET
afs-72267	594	14	size	size	NOUN
afs-72267	594	15	of	of	ADP
afs-72267	594	16	the	the	DET
afs-72267	594	17	rate	rate	NOUN
afs-72267	594	18	of	of	ADP
afs-72267	594	19	return	return	NOUN
afs-72267	594	20	are	be	AUX
afs-72267	594	21	largely	largely	ADV
afs-72267	594	22	dependent	dependent	ADJ
afs-72267	594	23	on	on	ADP
afs-72267	594	24	the	the	DET
afs-72267	594	25	assumptions	assumption	NOUN
afs-72267	594	26	made	make	VERB
afs-72267	594	27	about	about	ADP
afs-72267	594	28	the	the	DET
afs-72267	594	29	form	form	NOUN
afs-72267	594	30	and	and	CCONJ
afs-72267	594	31	shift	shift	NOUN
afs-72267	594	32	of	of	ADP
afs-72267	594	33	the	the	DET
afs-72267	594	34	supply	supply	NOUN
afs-72267	594	35	curve	curve	NOUN
afs-72267	594	36	.	.	PUNCT
afs-72267	595	1	practical	practical	ADJ
afs-72267	595	2	application	application	NOUN
afs-72267	595	3	of	of	ADP
afs-72267	595	4	the	the	DET
afs-72267	595	5	welfare	welfare	NOUN
afs-72267	595	6	economics	economic	NOUN
afs-72267	595	7	approach	approach	NOUN
afs-72267	595	8	thus	thus	ADV
afs-72267	595	9	must	must	AUX
afs-72267	595	10	be	be	AUX
afs-72267	595	11	done	do	VERB
afs-72267	595	12	with	with	ADP
afs-72267	595	13	care	care	NOUN
afs-72267	595	14	.	.	PUNCT
afs-72267	596	1	2.4.5	2.4.5	X
afs-72267	596	2	.	.	PUNCT
afs-72267	597	1	returns	return	NOUN
afs-72267	597	2	from	from	ADP
afs-72267	597	3	rice	rice	NOUN
afs-72267	597	4	breeding	breeding	NOUN
afs-72267	597	5	in	in	ADP
afs-72267	597	6	japan	japan	PROPN
afs-72267	597	7	estimated	estimate	VERB
afs-72267	597	8	by	by	ADP
afs-72267	597	9	akino	akino	NOUN
afs-72267	597	10	and	and	CCONJ
afs-72267	597	11	hayami	hayami	NOUN
afs-72267	597	12	with	with	ADP
afs-72267	597	13	the	the	DET
afs-72267	597	14	help	help	NOUN
afs-72267	597	15	of	of	ADP
afs-72267	597	16	a	a	DET
afs-72267	597	17	model	model	NOUN
afs-72267	597	18	of	of	ADP
afs-72267	597	19	demand	demand	NOUN
afs-72267	597	20	and	and	CCONJ
afs-72267	597	21	supply	supply	NOUN
afs-72267	597	22	curves	curve	NOUN
afs-72267	597	23	like	like	ADP
afs-72267	597	24	the	the	DET
afs-72267	597	25	one	one	NUM
afs-72267	597	26	in	in	ADP
afs-72267	597	27	figure	figure	NOUN
afs-72267	597	28	6	6	NUM
afs-72267	597	29	,	,	PUNCT
afs-72267	597	30	akino	akino	NOUN
afs-72267	597	31	and	and	CCONJ
afs-72267	597	32	hayami	hayami	NOUN
afs-72267	597	33	(	(	PUNCT
afs-72267	597	34	1975	1975	NUM
afs-72267	597	35	)	)	PUNCT
afs-72267	597	36	estimated	estimate	VERB
afs-72267	597	37	an	an	DET
afs-72267	597	38	internal	internal	ADJ
afs-72267	597	39	rate	rate	NOUN
afs-72267	597	40	of	of	ADP
afs-72267	597	41	return	return	NOUN
afs-72267	597	42	for	for	ADP
afs-72267	597	43	rice	rice	NOUN
afs-72267	597	44	breeding	breeding	NOUN
afs-72267	597	45	in	in	ADP
afs-72267	597	46	japan	japan	PROPN
afs-72267	597	47	for	for	ADP
afs-72267	597	48	two	two	NUM
afs-72267	597	49	different	different	ADJ
afs-72267	597	50	periods	period	NOUN
afs-72267	597	51	,	,	PUNCT
afs-72267	597	52	1915—1953	1915—1953	NUM
afs-72267	597	53	and	and	CCONJ
afs-72267	597	54	1932	1932	NUM
afs-72267	597	55	1961.two	1961.two	NUM
afs-72267	597	56	different	different	ADJ
afs-72267	597	57	cases	case	NOUN
afs-72267	597	58	,	,	PUNCT
afs-72267	597	59	an	an	DET
afs-72267	597	60	autarky	autarky	NOUN
afs-72267	597	61	case	case	NOUN
afs-72267	597	62	and	and	CCONJ
afs-72267	597	63	an	an	DET
afs-72267	597	64	open	open	ADJ
afs-72267	597	65	economy	economy	NOUN
afs-72267	597	66	case	case	NOUN
afs-72267	597	67	,	,	PUNCT
afs-72267	597	68	and	and	CCONJ
afs-72267	597	69	two	two	NUM
afs-72267	597	70	alternative	alternative	ADJ
afs-72267	597	71	assumptions	assumption	NOUN
afs-72267	597	72	as	as	ADP
afs-72267	597	73	to	to	ADP
afs-72267	597	74	the	the	DET
afs-72267	597	75	streams	stream	NOUN
afs-72267	597	76	of	of	ADP
afs-72267	597	77	returns	return	NOUN
afs-72267	597	78	were	be	AUX
afs-72267	597	79	used	use	VERB
afs-72267	597	80	.	.	PUNCT
afs-72267	598	1	one	one	NUM
afs-72267	598	2	assumption	assumption	NOUN
afs-72267	598	3	was	be	AUX
afs-72267	598	4	that	that	SCONJ
afs-72267	598	5	net	net	ADJ
afs-72267	598	6	returns	return	NOUN
afs-72267	598	7	in	in	ADP
afs-72267	598	8	1935	1935	NUM
afs-72267	598	9	and	and	CCONJ
afs-72267	598	10	in	in	ADP
afs-72267	598	11	1951	1951	NUM
afs-72267	598	12	would	would	AUX
afs-72267	598	13	have	have	AUX
afs-72267	598	14	continued	continue	VERB
afs-72267	598	15	forever	forever	ADV
afs-72267	598	16	,	,	PUNCT
afs-72267	598	17	the	the	DET
afs-72267	598	18	other	other	ADJ
afs-72267	598	19	assumption	assumption	NOUN
afs-72267	598	20	was	be	AUX
afs-72267	598	21	that	that	SCONJ
afs-72267	598	22	net	net	ADJ
afs-72267	598	23	returns	return	NOUN
afs-72267	598	24	would	would	AUX
afs-72267	598	25	become	become	VERB
afs-72267	598	26	zero	zero	NUM
afs-72267	598	27	after	after	ADP
afs-72267	598	28	1953	1953	NUM
afs-72267	598	29	and	and	CCONJ
afs-72267	598	30	after	after	ADP
afs-72267	598	31	1961	1961	NUM
afs-72267	598	32	.	.	PUNCT
afs-72267	599	1	the	the	DET
afs-72267	599	2	difference	difference	NOUN
afs-72267	599	3	between	between	ADP
afs-72267	599	4	the	the	DET
afs-72267	599	5	autarky	autarky	NOUN
afs-72267	599	6	case	case	NOUN
afs-72267	599	7	and	and	CCONJ
afs-72267	599	8	the	the	DET
afs-72267	599	9	open	open	ADJ
afs-72267	599	10	economy	economy	NOUN
afs-72267	599	11	case	case	NOUN
afs-72267	599	12	was	be	AUX
afs-72267	599	13	minimal	minimal	ADJ
afs-72267	599	14	.	.	PUNCT
afs-72267	600	1	for	for	ADP
afs-72267	600	2	the	the	DET
afs-72267	600	3	first	first	ADJ
afs-72267	600	4	period	period	NOUN
afs-72267	600	5	the	the	DET
afs-72267	600	6	internal	internal	ADJ
afs-72267	600	7	rate	rate	NOUN
afs-72267	600	8	of	of	ADP
afs-72267	600	9	return	return	NOUN
afs-72267	600	10	was	be	AUX
afs-72267	600	11	26—27	26—27	NUM
afs-72267	600	12	%	%	NOUN
afs-72267	600	13	in	in	ADP
afs-72267	600	14	the	the	DET
afs-72267	600	15	autarky	autarky	NOUN
afs-72267	600	16	case	case	NOUN
afs-72267	600	17	and	and	CCONJ
afs-72267	600	18	25	25	NUM
afs-72267	600	19	%	%	NOUN
afs-72267	600	20	in	in	ADP
afs-72267	600	21	the	the	DET
afs-72267	600	22	open	open	ADJ
afs-72267	600	23	economy	economy	NOUN
afs-72267	600	24	case	case	NOUN
afs-72267	600	25	.	.	PUNCT
afs-72267	601	1	these	these	DET
afs-72267	601	2	figures	figure	NOUN
afs-72267	601	3	concern	concern	VERB
afs-72267	601	4	both	both	DET
afs-72267	601	5	assumptions	assumption	NOUN
afs-72267	601	6	on	on	ADP
afs-72267	601	7	the	the	DET
afs-72267	601	8	stream	stream	NOUN
afs-72267	601	9	of	of	ADP
afs-72267	601	10	returns	return	NOUN
afs-72267	601	11	.	.	PUNCT
afs-72267	602	1	the	the	DET
afs-72267	602	2	internal	internal	ADJ
afs-72267	602	3	rate	rate	NOUN
afs-72267	602	4	of	of	ADP
afs-72267	602	5	return	return	NOUN
afs-72267	602	6	was	be	AUX
afs-72267	602	7	73—75	73—75	NUM
afs-72267	602	8	%	%	NOUN
afs-72267	602	9	for	for	ADP
afs-72267	602	10	both	both	DET
afs-72267	602	11	cases	case	NOUN
afs-72267	602	12	and	and	CCONJ
afs-72267	602	13	both	both	DET
afs-72267	602	14	asumptions	asumption	NOUN
afs-72267	602	15	in	in	ADP
afs-72267	602	16	the	the	DET
afs-72267	602	17	second	second	ADJ
afs-72267	602	18	period	period	NOUN
afs-72267	602	19	.	.	PUNCT
afs-72267	603	1	2.4.6	2.4.6	X
afs-72267	603	2	.	.	PUNCT
afs-72267	604	1	the	the	DET
afs-72267	604	2	study	study	NOUN
afs-72267	604	3	on	on	ADP
afs-72267	604	4	returns	return	NOUN
afs-72267	604	5	to	to	ADP
afs-72267	604	6	pasture	pasture	NOUN
afs-72267	604	7	improvement	improvement	NOUN
afs-72267	604	8	research	research	NOUN
afs-72267	604	9	by	by	ADP
afs-72267	604	10	duncan	duncan	PROPN
afs-72267	604	11	duncan	duncan	PROPN
afs-72267	604	12	(	(	PUNCT
afs-72267	604	13	1972	1972	NUM
afs-72267	604	14	)	)	PUNCT
afs-72267	604	15	attempted	attempt	VERB
afs-72267	604	16	a	a	PRON
afs-72267	604	17	)	)	PUNCT
afs-72267	604	18	to	to	PART
afs-72267	604	19	identify	identify	VERB
afs-72267	604	20	important	important	ADJ
afs-72267	604	21	pasture	pasture	NOUN
afs-72267	604	22	research	research	NOUN
afs-72267	604	23	findings	finding	NOUN
afs-72267	604	24	and	and	CCONJ
afs-72267	604	25	b	b	X
afs-72267	604	26	)	)	PUNCT
afs-72267	604	27	to	to	PART
afs-72267	604	28	estimate	estimate	VERB
afs-72267	604	29	the	the	DET
afs-72267	604	30	internal	internal	ADJ
afs-72267	604	31	rate	rate	NOUN
afs-72267	604	32	of	of	ADP
afs-72267	604	33	return	return	NOUN
afs-72267	604	34	to	to	ADP
afs-72267	604	35	research	research	NOUN
afs-72267	604	36	on	on	ADP
afs-72267	604	37	pasture	pasture	NOUN
afs-72267	604	38	improvement	improvement	NOUN
afs-72267	604	39	.	.	PUNCT
afs-72267	605	1	the	the	DET
afs-72267	605	2	study	study	NOUN
afs-72267	605	3	focused	focus	VERB
afs-72267	605	4	on	on	ADP
afs-72267	605	5	an	an	DET
afs-72267	605	6	input	input	NOUN
afs-72267	605	7	resource	resource	NOUN
afs-72267	605	8	,	,	PUNCT
afs-72267	605	9	pasture	pasture	NOUN
afs-72267	605	10	.	.	PUNCT
afs-72267	606	1	what	what	PRON
afs-72267	606	2	was	be	AUX
afs-72267	606	3	the	the	DET
afs-72267	606	4	effect	effect	NOUN
afs-72267	606	5	of	of	ADP
afs-72267	606	6	this	this	DET
afs-72267	606	7	research	research	NOUN
afs-72267	606	8	on	on	ADP
afs-72267	606	9	demand	demand	NOUN
afs-72267	606	10	for	for	ADP
afs-72267	606	11	pastures	pasture	NOUN
afs-72267	606	12	?	?	PUNCT
afs-72267	607	1	the	the	DET
afs-72267	607	2	benefits	benefit	NOUN
afs-72267	607	3	were	be	AUX
afs-72267	607	4	assumed	assume	VERB
afs-72267	607	5	to	to	PART
afs-72267	607	6	correspond	correspond	VERB
afs-72267	607	7	to	to	ADP
afs-72267	607	8	the	the	DET
afs-72267	607	9	area	area	NOUN
afs-72267	607	10	between	between	ADP
afs-72267	607	11	the	the	DET
afs-72267	607	12	new	new	ADJ
afs-72267	607	13	and	and	CCONJ
afs-72267	607	14	the	the	DET
afs-72267	607	15	old	old	ADJ
afs-72267	607	16	demand	demand	NOUN
afs-72267	607	17	curve	curve	NOUN
afs-72267	607	18	for	for	ADP
afs-72267	607	19	pastures	pasture	NOUN
afs-72267	607	20	above	above	ADP
afs-72267	607	21	the	the	DET
afs-72267	607	22	price	price	NOUN
afs-72267	607	23	.	.	PUNCT
afs-72267	608	1	three	three	NUM
afs-72267	608	2	different	different	ADJ
afs-72267	608	3	regions	region	NOUN
afs-72267	608	4	were	be	AUX
afs-72267	608	5	separated	separate	VERB
afs-72267	608	6	in	in	ADP
afs-72267	608	7	the	the	DET
afs-72267	608	8	study	study	NOUN
afs-72267	608	9	.	.	PUNCT
afs-72267	609	1	figure	figure	NOUN
afs-72267	609	2	9	9	NUM
afs-72267	609	3	shows	show	VERB
afs-72267	609	4	that	that	SCONJ
afs-72267	609	5	supply	supply	NOUN
afs-72267	609	6	is	be	AUX
afs-72267	609	7	assumed	assume	VERB
afs-72267	609	8	to	to	PART
afs-72267	609	9	be	be	AUX
afs-72267	609	10	perfectly	perfectly	ADV
afs-72267	609	11	elastic	elastic	ADJ
afs-72267	609	12	.	.	PUNCT
afs-72267	610	1	a	a	DET
afs-72267	610	2	regression	regression	NOUN
afs-72267	610	3	model	model	NOUN
afs-72267	610	4	was	be	AUX
afs-72267	610	5	formulated	formulate	VERB
afs-72267	610	6	to	to	PART
afs-72267	610	7	estimate	estimate	VERB
afs-72267	610	8	the	the	DET
afs-72267	610	9	own	own	ADJ
afs-72267	610	10	price	price	NOUN
afs-72267	610	11	elasticity	elasticity	NOUN
afs-72267	610	12	of	of	ADP
afs-72267	610	13	demand	demand	NOUN
afs-72267	610	14	.	.	PUNCT
afs-72267	611	1	the	the	DET
afs-72267	611	2	demand	demand	NOUN
afs-72267	611	3	for	for	ADP
afs-72267	611	4	pastures	pasture	NOUN
afs-72267	611	5	was	be	AUX
afs-72267	611	6	assumed	assume	VERB
afs-72267	611	7	to	to	PART
afs-72267	611	8	be	be	AUX
afs-72267	611	9	a	a	DET
afs-72267	611	10	function	function	NOUN
afs-72267	611	11	of	of	ADP
afs-72267	611	12	the	the	DET
afs-72267	611	13	real	real	ADJ
afs-72267	611	14	price	price	NOUN
afs-72267	611	15	and	and	CCONJ
afs-72267	611	16	the	the	DET
afs-72267	611	17	state	state	NOUN
afs-72267	611	18	of	of	ADP
afs-72267	611	19	pasture	pasture	NOUN
afs-72267	611	20	technology	technology	NOUN
afs-72267	611	21	.	.	PUNCT
afs-72267	612	1	polynomial	polynomial	ADJ
afs-72267	612	2	distributed	distribute	VERB
afs-72267	612	3	lags	lag	NOUN
afs-72267	612	4	of	of	ADP
afs-72267	612	5	degree	degree	NOUN
afs-72267	612	6	three	three	NUM
afs-72267	612	7	and	and	CCONJ
afs-72267	612	8	four	four	NUM
afs-72267	612	9	(	(	PUNCT
afs-72267	612	10	almon	almon	PROPN
afs-72267	612	11	lags	lag	VERB
afs-72267	612	12	)	)	PUNCT
afs-72267	612	13	were	be	AUX
afs-72267	612	14	fitted	fit	VERB
afs-72267	612	15	to	to	ADP
afs-72267	612	16	each	each	PRON
afs-72267	612	17	of	of	ADP
afs-72267	612	18	these	these	DET
afs-72267	612	19	independent	independent	ADJ
afs-72267	612	20	variables	variable	NOUN
afs-72267	612	21	.	.	PUNCT
afs-72267	613	1	briefly	briefly	ADV
afs-72267	613	2	,	,	PUNCT
afs-72267	613	3	the	the	DET
afs-72267	613	4	results	result	NOUN
afs-72267	613	5	were	be	AUX
afs-72267	613	6	as	as	SCONJ
afs-72267	613	7	follows	follow	VERB
afs-72267	613	8	:	:	PUNCT
afs-72267	613	9	1	1	X
afs-72267	613	10	)	)	PUNCT
afs-72267	613	11	the	the	DET
afs-72267	613	12	most	most	ADV
afs-72267	613	13	important	important	ADJ
afs-72267	613	14	research	research	NOUN
afs-72267	613	15	contribution	contribution	NOUN
afs-72267	613	16	has	have	AUX
afs-72267	613	17	been	be	AUX
afs-72267	613	18	in	in	ADP
afs-72267	613	19	the	the	DET
afs-72267	613	20	field	field	NOUN
afs-72267	613	21	of	of	ADP
afs-72267	613	22	plant	plant	NOUN
afs-72267	613	23	nutrition	nutrition	NOUN
afs-72267	613	24	2	2	NUM
afs-72267	613	25	)	)	PUNCT
afs-72267	613	26	the	the	DET
afs-72267	613	27	internal	internal	ADJ
afs-72267	613	28	rate	rate	NOUN
afs-72267	613	29	of	of	ADP
afs-72267	613	30	return	return	NOUN
afs-72267	613	31	was	be	AUX
afs-72267	613	32	very	very	ADV
afs-72267	613	33	high	high	ADJ
afs-72267	613	34	,	,	PUNCT
afs-72267	613	35	20—80	20—80	NUM
afs-72267	613	36	°	°	NOUN
afs-72267	613	37	7o	7o	NUM
afs-72267	613	38	depending	depend	VERB
afs-72267	613	39	on	on	ADP
afs-72267	613	40	region	region	NOUN
afs-72267	613	41	and	and	CCONJ
afs-72267	613	42	elasticity	elasticity	NOUN
afs-72267	613	43	.	.	PUNCT
afs-72267	614	1	3	3	X
afs-72267	614	2	)	)	PUNCT
afs-72267	614	3	both	both	DET
afs-72267	614	4	adoption	adoption	NOUN
afs-72267	614	5	lags	lag	VERB
afs-72267	614	6	and	and	CCONJ
afs-72267	614	7	lags	lag	VERB
afs-72267	614	8	in	in	ADP
afs-72267	614	9	adjustment	adjustment	NOUN
afs-72267	614	10	of	of	ADP
afs-72267	614	11	the	the	DET
afs-72267	614	12	stock	stock	NOUN
afs-72267	614	13	of	of	ADP
afs-72267	614	14	improved	improved	ADJ
afs-72267	614	15	pastures	pasture	NOUN
afs-72267	614	16	to	to	ADP
afs-72267	614	17	changes	change	NOUN
afs-72267	614	18	in	in	ADP
afs-72267	614	19	prices	price	NOUN
afs-72267	614	20	were	be	AUX
afs-72267	614	21	very	very	ADV
afs-72267	614	22	short	short	ADJ
afs-72267	614	23	no	no	DET
afs-72267	614	24	firm	firm	ADJ
afs-72267	614	25	conclusion	conclusion	NOUN
afs-72267	614	26	could	could	AUX
afs-72267	614	27	be	be	AUX
afs-72267	614	28	made	make	VERB
afs-72267	614	29	concerning	concern	VERB
afs-72267	614	30	the	the	DET
afs-72267	614	31	effects	effect	NOUN
afs-72267	614	32	of	of	ADP
afs-72267	614	33	research	research	NOUN
afs-72267	614	34	on	on	ADP
afs-72267	614	35	the	the	DET
afs-72267	614	36	demand	demand	NOUN
afs-72267	614	37	for	for	ADP
afs-72267	614	38	pastures	pasture	NOUN
afs-72267	614	39	.	.	PUNCT
afs-72267	615	1	2.4.7	2.4.7	X
afs-72267	615	2	.	.	PUNCT
afs-72267	615	3	canadian	canadian	ADJ
afs-72267	615	4	and	and	CCONJ
afs-72267	615	5	spanish	spanish	ADJ
afs-72267	615	6	studies	study	NOUN
afs-72267	615	7	of	of	ADP
afs-72267	615	8	crop	crop	NOUN
afs-72267	615	9	development	development	PROPN
afs-72267	615	10	research	research	NOUN
afs-72267	615	11	nagy	nagy	NOUN
afs-72267	615	12	and	and	CCONJ
afs-72267	615	13	furtan	furtan	PROPN
afs-72267	615	14	(	(	PUNCT
afs-72267	615	15	1978	1978	NUM
afs-72267	615	16	)	)	PUNCT
afs-72267	615	17	studied	study	VERB
afs-72267	615	18	the	the	DET
afs-72267	615	19	returns	return	NOUN
afs-72267	615	20	from	from	ADP
afs-72267	615	21	public	public	ADJ
afs-72267	615	22	and	and	CCONJ
afs-72267	615	23	private	private	ADJ
afs-72267	615	24	investment	investment	NOUN
afs-72267	615	25	in	in	ADP
afs-72267	615	26	fig	fig	NOUN
afs-72267	615	27	.	.	PUNCT
afs-72267	616	1	9	9	X
afs-72267	616	2	.	.	X
afs-72267	617	1	the	the	DET
afs-72267	617	2	gains	gain	NOUN
afs-72267	617	3	from	from	ADP
afs-72267	617	4	an	an	DET
afs-72267	617	5	increase	increase	NOUN
afs-72267	617	6	in	in	ADP
afs-72267	617	7	the	the	DET
afs-72267	617	8	productivity	productivity	NOUN
afs-72267	617	9	of	of	ADP
afs-72267	617	10	an	an	DET
afs-72267	617	11	input	input	NOUN
afs-72267	617	12	(	(	PUNCT
afs-72267	617	13	duncan	duncan	NOUN
afs-72267	617	14	1972	1972	NUM
afs-72267	617	15	)	)	PUNCT
afs-72267	617	16	.	.	PUNCT
afs-72267	618	1	rapeseed	rapeseed	NOUN
afs-72267	618	2	breeding	breeding	NOUN
afs-72267	618	3	in	in	ADP
afs-72267	618	4	canada	canada	PROPN
afs-72267	618	5	.	.	PUNCT
afs-72267	619	1	consumers	consumer	NOUN
afs-72267	619	2	’	'	PUNCT
afs-72267	619	3	and	and	CCONJ
afs-72267	619	4	producers	producer	NOUN
afs-72267	619	5	’	’	PART
afs-72267	619	6	surpluses	surplus	NOUN
afs-72267	619	7	were	be	AUX
afs-72267	619	8	estimated	estimate	VERB
afs-72267	619	9	.	.	PUNCT
afs-72267	620	1	a	a	DET
afs-72267	620	2	computed	compute	VERB
afs-72267	620	3	internal	internal	ADJ
afs-72267	620	4	rate	rate	NOUN
afs-72267	620	5	of	of	ADP
afs-72267	620	6	return	return	NOUN
afs-72267	620	7	of	of	ADP
afs-72267	620	8	101	101	NUM
afs-72267	620	9	%	%	NOUN
afs-72267	620	10	indicated	indicate	VERB
afs-72267	620	11	that	that	SCONJ
afs-72267	620	12	the	the	DET
afs-72267	620	13	investment	investment	NOUN
afs-72267	620	14	level	level	NOUN
afs-72267	620	15	in	in	ADP
afs-72267	620	16	rapeseed	rapeseed	NOUN
afs-72267	620	17	breeding	breeding	NOUN
afs-72267	620	18	has	have	AUX
afs-72267	620	19	been	be	AUX
afs-72267	620	20	too	too	ADV
afs-72267	620	21	low	low	ADJ
afs-72267	620	22	.	.	PUNCT
afs-72267	621	1	consumers	consumer	NOUN
afs-72267	621	2	obtained	obtain	VERB
afs-72267	621	3	53	53	NUM
afs-72267	621	4	%	%	NOUN
afs-72267	621	5	of	of	ADP
afs-72267	621	6	the	the	DET
afs-72267	621	7	total	total	ADJ
afs-72267	621	8	net	net	ADJ
afs-72267	621	9	benefits	benefit	NOUN
afs-72267	621	10	,	,	PUNCT
afs-72267	621	11	producers	producer	NOUN
afs-72267	621	12	47	47	NUM
afs-72267	621	13	°	°	PROPN
afs-72267	621	14	7o	7o	NUM
afs-72267	621	15	.	.	PUNCT
afs-72267	622	1	the	the	DET
afs-72267	622	2	method	method	NOUN
afs-72267	622	3	used	use	VERB
afs-72267	622	4	was	be	AUX
afs-72267	622	5	similar	similar	ADJ
afs-72267	622	6	on	on	ADP
afs-72267	622	7	the	the	DET
afs-72267	622	8	whole	whole	NOUN
afs-72267	622	9	,	,	PUNCT
afs-72267	622	10	to	to	ADP
afs-72267	622	11	that	that	PRON
afs-72267	622	12	of	of	ADP
afs-72267	622	13	akino	akino	NOUN
afs-72267	622	14	and	and	CCONJ
afs-72267	622	15	hayami	hayami	NOUN
afs-72267	622	16	(	(	PUNCT
afs-72267	622	17	1975	1975	NUM
afs-72267	622	18	)	)	PUNCT
afs-72267	622	19	in	in	ADP
afs-72267	622	20	their	their	PRON
afs-72267	622	21	study	study	NOUN
afs-72267	622	22	of	of	ADP
afs-72267	622	23	rice	rice	NOUN
afs-72267	622	24	breeding	breeding	NOUN
afs-72267	622	25	in	in	ADP
afs-72267	622	26	japan	japan	PROPN
afs-72267	622	27	.	.	PUNCT
afs-72267	623	1	the	the	DET
afs-72267	623	2	relevant	relevant	ADJ
afs-72267	623	3	figure	figure	NOUN
afs-72267	623	4	is	be	AUX
afs-72267	623	5	the	the	DET
afs-72267	623	6	same	same	ADJ
afs-72267	623	7	as	as	SCONJ
afs-72267	623	8	illustrated	illustrate	VERB
afs-72267	623	9	by	by	ADP
afs-72267	623	10	figure	figure	NOUN
afs-72267	623	11	6	6	NUM
afs-72267	623	12	.	.	PUNCT
afs-72267	624	1	the	the	DET
afs-72267	624	2	recent	recent	ADJ
afs-72267	624	3	canadian	canadian	ADJ
afs-72267	624	4	studies	study	NOUN
afs-72267	624	5	include	include	VERB
afs-72267	624	6	the	the	DET
afs-72267	624	7	one	one	NOUN
afs-72267	624	8	carried	carry	VERB
afs-72267	624	9	out	out	ADP
afs-72267	624	10	by	by	ADP
afs-72267	624	11	zentner	zentner	NOUN
afs-72267	624	12	and	and	CCONJ
afs-72267	624	13	peterson	peterson	PROPN
afs-72267	624	14	(	(	PUNCT
afs-72267	624	15	1984	1984	NUM
afs-72267	624	16	)	)	PUNCT
afs-72267	624	17	.	.	PUNCT
afs-72267	625	1	the	the	DET
afs-72267	625	2	internal	internal	ADJ
afs-72267	625	3	rates	rate	NOUN
afs-72267	625	4	of	of	ADP
afs-72267	625	5	return	return	NOUN
afs-72267	625	6	for	for	ADP
afs-72267	625	7	research	research	NOUN
afs-72267	625	8	on	on	ADP
afs-72267	625	9	new	new	ADJ
afs-72267	625	10	varieties	variety	NOUN
afs-72267	625	11	and	and	CCONJ
afs-72267	625	12	for	for	ADP
afs-72267	625	13	all	all	DET
afs-72267	625	14	research	research	NOUN
afs-72267	625	15	dealing	deal	VERB
afs-72267	625	16	with	with	ADP
afs-72267	625	17	wheat	wheat	NOUN
afs-72267	625	18	production	production	NOUN
afs-72267	625	19	ranged	range	VERB
afs-72267	625	20	between	between	ADP
afs-72267	625	21	30	30	NUM
afs-72267	625	22	and	and	CCONJ
afs-72267	625	23	39	39	NUM
afs-72267	625	24	%	%	NOUN
afs-72267	625	25	.	.	PUNCT
afs-72267	626	1	only	only	ADV
afs-72267	626	2	direct	direct	ADJ
afs-72267	626	3	resource	resource	NOUN
afs-72267	626	4	expenditures	expenditure	NOUN
afs-72267	626	5	and	and	CCONJ
afs-72267	626	6	extension	extension	NOUN
afs-72267	626	7	activities	activity	NOUN
afs-72267	626	8	were	be	AUX
afs-72267	626	9	considered	consider	VERB
afs-72267	626	10	as	as	ADP
afs-72267	626	11	costs	cost	NOUN
afs-72267	626	12	.	.	PUNCT
afs-72267	627	1	herruzo	herruzo	NOUN
afs-72267	627	2	(	(	PUNCT
afs-72267	627	3	1985	1985	NUM
afs-72267	627	4	)	)	PUNCT
afs-72267	627	5	has	have	AUX
afs-72267	627	6	estimated	estimate	VERB
afs-72267	627	7	the	the	DET
afs-72267	627	8	returns	return	NOUN
afs-72267	627	9	to	to	ADP
afs-72267	627	10	rice	rice	NOUN
afs-72267	627	11	breeding	breeding	NOUN
afs-72267	627	12	in	in	ADP
afs-72267	627	13	spain	spain	PROPN
afs-72267	627	14	.	.	PUNCT
afs-72267	628	1	following	follow	VERB
afs-72267	628	2	the	the	DET
afs-72267	628	3	work	work	NOUN
afs-72267	628	4	of	of	ADP
afs-72267	628	5	schmitz	schmitz	PROPN
afs-72267	628	6	and	and	CCONJ
afs-72267	628	7	seckler	seckler	NOUN
afs-72267	628	8	(	(	PUNCT
afs-72267	628	9	1970	1970	NUM
afs-72267	628	10	)	)	PUNCT
afs-72267	628	11	,	,	PUNCT
afs-72267	628	12	the	the	DET
afs-72267	628	13	study	study	NOUN
afs-72267	628	14	assessed	assess	VERB
afs-72267	628	15	two	two	NUM
afs-72267	628	16	types	type	NOUN
afs-72267	628	17	of	of	ADP
afs-72267	628	18	social	social	ADJ
afs-72267	628	19	benefits	benefit	NOUN
afs-72267	628	20	from	from	ADP
afs-72267	628	21	rice	rice	NOUN
afs-72267	628	22	breeding	breeding	NOUN
afs-72267	628	23	:	:	PUNCT
afs-72267	628	24	gross	gross	ADJ
afs-72267	628	25	social	social	ADJ
afs-72267	628	26	benefits	benefit	NOUN
afs-72267	628	27	and	and	CCONJ
afs-72267	628	28	net	net	ADJ
afs-72267	628	29	social	social	ADJ
afs-72267	628	30	benefits	benefit	NOUN
afs-72267	628	31	their	their	PRON
afs-72267	628	32	difference	difference	NOUN
afs-72267	628	33	being	be	AUX
afs-72267	628	34	wage	wage	NOUN
afs-72267	628	35	losses	loss	NOUN
afs-72267	628	36	resulting	result	VERB
afs-72267	628	37	from	from	ADP
afs-72267	628	38	the	the	DET
afs-72267	628	39	adoption	adoption	NOUN
afs-72267	628	40	of	of	ADP
afs-72267	628	41	new	new	ADJ
afs-72267	628	42	technology	technology	NOUN
afs-72267	628	43	.	.	PUNCT
afs-72267	629	1	the	the	DET
afs-72267	629	2	internal	internal	ADJ
afs-72267	629	3	rate	rate	NOUN
afs-72267	629	4	of	of	ADP
afs-72267	629	5	return	return	NOUN
afs-72267	629	6	as	as	SCONJ
afs-72267	629	7	computed	compute	VERB
afs-72267	629	8	from	from	ADP
afs-72267	629	9	gross	gross	ADJ
afs-72267	629	10	social	social	ADJ
afs-72267	629	11	benefits	benefit	NOUN
afs-72267	629	12	was	be	AUX
afs-72267	629	13	18	18	NUM
afs-72267	629	14	%	%	NOUN
afs-72267	629	15	.	.	PUNCT
afs-72267	630	1	if	if	SCONJ
afs-72267	630	2	labour	labour	ADJ
afs-72267	630	3	displacement	displacement	NOUN
afs-72267	630	4	is	be	AUX
afs-72267	630	5	considered	consider	VERB
afs-72267	630	6	,	,	PUNCT
afs-72267	630	7	with	with	ADP
afs-72267	630	8	50	50	NUM
afs-72267	630	9	%	%	NOUN
afs-72267	630	10	of	of	ADP
afs-72267	630	11	the	the	DET
afs-72267	630	12	displaced	displace	VERB
afs-72267	630	13	population	population	NOUN
afs-72267	630	14	receiving	receive	VERB
afs-72267	630	15	compensation	compensation	NOUN
afs-72267	630	16	,	,	PUNCT
afs-72267	630	17	the	the	DET
afs-72267	630	18	value	value	NOUN
afs-72267	630	19	of	of	ADP
afs-72267	630	20	the	the	DET
afs-72267	630	21	internal	internal	ADJ
afs-72267	630	22	rate	rate	NOUN
afs-72267	630	23	of	of	ADP
afs-72267	630	24	return	return	NOUN
afs-72267	630	25	drops	drop	NOUN
afs-72267	630	26	to	to	ADP
afs-72267	630	27	17	17	NUM
afs-72267	630	28	°	°	NOUN
afs-72267	630	29	7o	7o	NUM
afs-72267	630	30	.	.	PUNCT
afs-72267	631	1	the	the	DET
afs-72267	631	2	study	study	NOUN
afs-72267	631	3	further	far	ADV
afs-72267	631	4	showed	show	VERB
afs-72267	631	5	the	the	DET
afs-72267	631	6	consumers	consumer	NOUN
afs-72267	631	7	to	to	PART
afs-72267	631	8	be	be	AUX
afs-72267	631	9	the	the	DET
afs-72267	631	10	sole	sole	ADJ
afs-72267	631	11	beneficiaries	beneficiary	NOUN
afs-72267	631	12	of	of	ADP
afs-72267	631	13	research	research	NOUN
afs-72267	631	14	,	,	PUNCT
afs-72267	631	15	whereas	whereas	SCONJ
afs-72267	631	16	producers	producer	NOUN
afs-72267	631	17	suffered	suffer	VERB
afs-72267	631	18	losses	loss	NOUN
afs-72267	631	19	due	due	ADP
afs-72267	631	20	to	to	ADP
afs-72267	631	21	the	the	DET
afs-72267	631	22	low	low	ADJ
afs-72267	631	23	price	price	NOUN
afs-72267	631	24	elasticity	elasticity	NOUN
afs-72267	631	25	of	of	ADP
afs-72267	631	26	demand	demand	NOUN
afs-72267	631	27	.	.	PUNCT
afs-72267	632	1	2.4.8	2.4.8	NUM
afs-72267	632	2	.	.	PUNCT
afs-72267	633	1	the	the	DET
afs-72267	633	2	distribution	distribution	NOUN
afs-72267	633	3	ofeconomic	ofeconomic	NOUN
afs-72267	633	4	benefits	benefit	NOUN
afs-72267	633	5	from	from	ADP
afs-72267	633	6	agricultural	agricultural	ADJ
afs-72267	633	7	research	research	NOUN
afs-72267	633	8	the	the	DET
afs-72267	633	9	introduction	introduction	NOUN
afs-72267	633	10	of	of	ADP
afs-72267	633	11	new	new	ADJ
afs-72267	633	12	production	production	NOUN
afs-72267	633	13	methods	method	NOUN
afs-72267	633	14	created	create	VERB
afs-72267	633	15	by	by	ADP
afs-72267	633	16	research	research	NOUN
afs-72267	633	17	affects	affect	VERB
afs-72267	633	18	the	the	DET
afs-72267	633	19	prices	price	NOUN
afs-72267	633	20	of	of	ADP
afs-72267	633	21	the	the	DET
afs-72267	633	22	products	product	NOUN
afs-72267	633	23	.	.	PUNCT
afs-72267	634	1	an	an	DET
afs-72267	634	2	increase	increase	NOUN
afs-72267	634	3	of	of	ADP
afs-72267	634	4	the	the	DET
afs-72267	634	5	supply	supply	NOUN
afs-72267	634	6	decreases	decrease	VERB
afs-72267	634	7	the	the	DET
afs-72267	634	8	price	price	NOUN
afs-72267	634	9	.	.	PUNCT
afs-72267	635	1	conventionally	conventionally	ADV
afs-72267	635	2	measured	measure	VERB
afs-72267	635	3	,	,	PUNCT
afs-72267	635	4	some	some	PRON
afs-72267	635	5	of	of	ADP
afs-72267	635	6	the	the	DET
afs-72267	635	7	benefits	benefit	NOUN
afs-72267	635	8	will	will	AUX
afs-72267	635	9	accrue	accrue	VERB
afs-72267	635	10	to	to	ADP
afs-72267	635	11	consumers	consumer	NOUN
afs-72267	635	12	and	and	CCONJ
afs-72267	635	13	some	some	PRON
afs-72267	635	14	to	to	ADP
afs-72267	635	15	producers	producer	NOUN
afs-72267	635	16	through	through	ADP
afs-72267	635	17	the	the	DET
afs-72267	635	18	drop	drop	NOUN
afs-72267	635	19	in	in	ADP
afs-72267	635	20	prices	price	NOUN
afs-72267	635	21	.	.	PUNCT
afs-72267	636	1	the	the	DET
afs-72267	636	2	distribution	distribution	NOUN
afs-72267	636	3	of	of	ADP
afs-72267	636	4	these	these	DET
afs-72267	636	5	mutual	mutual	ADJ
afs-72267	636	6	benefits	benefit	NOUN
afs-72267	636	7	has	have	AUX
afs-72267	636	8	been	be	AUX
afs-72267	636	9	explained	explain	VERB
afs-72267	636	10	in	in	ADP
afs-72267	636	11	figure	figure	NOUN
afs-72267	636	12	5	5	NUM
afs-72267	636	13	.	.	PUNCT
afs-72267	636	14	are	be	AUX
afs-72267	636	15	there	there	PRON
afs-72267	636	16	any	any	DET
afs-72267	636	17	losers	loser	NOUN
afs-72267	636	18	in	in	ADP
afs-72267	636	19	agricultural	agricultural	ADJ
afs-72267	636	20	research	research	NOUN
afs-72267	636	21	?	?	PUNCT
afs-72267	637	1	producers	producer	NOUN
afs-72267	637	2	unable	unable	ADJ
afs-72267	637	3	to	to	PART
afs-72267	637	4	apply	apply	VERB
afs-72267	637	5	the	the	DET
afs-72267	637	6	new	new	ADJ
afs-72267	637	7	methods	method	NOUN
afs-72267	637	8	,	,	PUNCT
afs-72267	637	9	whether	whether	SCONJ
afs-72267	637	10	because	because	SCONJ
afs-72267	637	11	of	of	ADP
afs-72267	637	12	the	the	DET
afs-72267	637	13	small	small	ADJ
afs-72267	637	14	size	size	NOUN
afs-72267	637	15	of	of	ADP
afs-72267	637	16	their	their	PRON
afs-72267	637	17	firm	firm	NOUN
afs-72267	637	18	or	or	CCONJ
afs-72267	637	19	for	for	ADP
afs-72267	637	20	other	other	ADJ
afs-72267	637	21	reasons	reason	NOUN
afs-72267	637	22	are	be	AUX
afs-72267	637	23	the	the	DET
afs-72267	637	24	losers	loser	NOUN
afs-72267	637	25	.	.	PUNCT
afs-72267	638	1	the	the	DET
afs-72267	638	2	total	total	ADJ
afs-72267	638	3	social	social	ADJ
afs-72267	638	4	benefits	benefit	NOUN
afs-72267	638	5	from	from	ADP
afs-72267	638	6	modern	modern	ADJ
afs-72267	638	7	technology	technology	NOUN
afs-72267	638	8	have	have	AUX
afs-72267	638	9	generally	generally	ADV
afs-72267	638	10	been	be	AUX
afs-72267	638	11	sufficient	sufficient	ADJ
afs-72267	638	12	to	to	PART
afs-72267	638	13	compensate	compensate	VERB
afs-72267	638	14	the	the	DET
afs-72267	638	15	losers	loser	NOUN
afs-72267	638	16	,	,	PUNCT
afs-72267	638	17	though	though	SCONJ
afs-72267	638	18	compensation	compensation	NOUN
afs-72267	638	19	has	have	AUX
afs-72267	638	20	not	not	PART
afs-72267	638	21	usually	usually	ADV
afs-72267	638	22	been	be	AUX
afs-72267	638	23	made	make	VERB
afs-72267	638	24	even	even	ADV
afs-72267	638	25	in	in	ADP
afs-72267	638	26	cases	case	NOUN
afs-72267	638	27	were	be	AUX
afs-72267	638	28	it	it	PRON
afs-72267	638	29	would	would	AUX
afs-72267	638	30	have	have	AUX
afs-72267	638	31	been	be	AUX
afs-72267	638	32	possible	possible	ADJ
afs-72267	638	33	(	(	PUNCT
afs-72267	638	34	pinstrup	pinstrup	NOUN
afs-72267	638	35	-	-	PUNCT
afs-72267	638	36	andersen	andersen	PROPN
afs-72267	638	37	1982	1982	NUM
afs-72267	638	38	)	)	PUNCT
afs-72267	638	39	.	.	PUNCT
afs-72267	639	1	in	in	ADP
afs-72267	639	2	a	a	DET
afs-72267	639	3	well	well	ADV
afs-72267	639	4	-	-	PUNCT
afs-72267	639	5	known	know	VERB
afs-72267	639	6	,	,	PUNCT
afs-72267	639	7	controversial	controversial	ADJ
afs-72267	639	8	study	study	NOUN
afs-72267	639	9	of	of	ADP
afs-72267	639	10	the	the	DET
afs-72267	639	11	tomato	tomato	NOUN
afs-72267	639	12	harvester	harvester	NOUN
afs-72267	639	13	in	in	ADP
afs-72267	639	14	california	california	PROPN
afs-72267	639	15	,	,	PUNCT
afs-72267	639	16	schmitz	schmitz	PROPN
afs-72267	639	17	and	and	CCONJ
afs-72267	639	18	seckler	seckler	NOUN
afs-72267	639	19	(	(	PUNCT
afs-72267	639	20	1970	1970	NUM
afs-72267	639	21	)	)	PUNCT
afs-72267	639	22	concluded	conclude	VERB
afs-72267	639	23	that	that	SCONJ
afs-72267	639	24	the	the	DET
afs-72267	639	25	gross	gross	ADJ
afs-72267	639	26	social	social	ADJ
afs-72267	639	27	rate	rate	NOUN
afs-72267	639	28	of	of	ADP
afs-72267	639	29	return	return	NOUN
afs-72267	639	30	from	from	ADP
afs-72267	639	31	aggregate	aggregate	ADJ
afs-72267	639	32	research	research	NOUN
afs-72267	639	33	and	and	CCONJ
afs-72267	639	34	development	development	NOUN
afs-72267	639	35	expenditures	expenditure	NOUN
afs-72267	639	36	on	on	ADP
afs-72267	639	37	the	the	DET
afs-72267	639	38	tomato	tomato	NOUN
afs-72267	639	39	harvester	harvester	NOUN
afs-72267	639	40	was	be	AUX
afs-72267	639	41	nearly	nearly	ADV
afs-72267	639	42	1,000	1,000	NUM
afs-72267	639	43	%	%	NOUN
afs-72267	639	44	.	.	PUNCT
afs-72267	640	1	if	if	SCONJ
afs-72267	640	2	displaced	displace	VERB
afs-72267	640	3	tomato	tomato	NOUN
afs-72267	640	4	workers	worker	NOUN
afs-72267	640	5	are	be	AUX
afs-72267	640	6	compensated	compensate	VERB
afs-72267	640	7	the	the	DET
afs-72267	640	8	net	net	ADJ
afs-72267	640	9	social	social	ADJ
afs-72267	640	10	rate	rate	NOUN
afs-72267	640	11	of	of	ADP
afs-72267	640	12	return	return	NOUN
afs-72267	640	13	ranges	range	NOUN
afs-72267	640	14	—	—	PUNCT
afs-72267	640	15	8	8	NUM
afs-72267	640	16	to	to	ADP
afs-72267	640	17	929	929	NUM
afs-72267	640	18	%	%	NOUN
afs-72267	640	19	,	,	PUNCT
afs-72267	640	20	depending	depend	VERB
afs-72267	640	21	on	on	ADP
afs-72267	640	22	the	the	DET
afs-72267	640	23	amount	amount	NOUN
afs-72267	640	24	of	of	ADP
afs-72267	640	25	compensation	compensation	NOUN
afs-72267	640	26	(	(	PUNCT
afs-72267	640	27	from	from	ADP
afs-72267	640	28	0	0	NUM
afs-72267	640	29	to	to	PART
afs-72267	640	30	100	100	NUM
afs-72267	640	31	%	%	NOUN
afs-72267	640	32	)	)	PUNCT
afs-72267	640	33	.	.	PUNCT
afs-72267	641	1	if	if	SCONJ
afs-72267	641	2	50	50	NUM
afs-72267	641	3	%	%	NOUN
afs-72267	641	4	of	of	ADP
afs-72267	641	5	the	the	DET
afs-72267	641	6	displaced	displace	VERB
afs-72267	641	7	workers	worker	NOUN
afs-72267	641	8	do	do	AUX
afs-72267	641	9	not	not	PART
afs-72267	641	10	find	find	VERB
afs-72267	641	11	alternative	alternative	ADJ
afs-72267	641	12	working	work	VERB
afs-72267	641	13	opportunities	opportunity	NOUN
afs-72267	641	14	and	and	CCONJ
afs-72267	641	15	receive	receive	VERB
afs-72267	641	16	compensation	compensation	NOUN
afs-72267	641	17	,	,	PUNCT
afs-72267	641	18	the	the	DET
afs-72267	641	19	net	net	ADJ
afs-72267	641	20	social	social	ADJ
afs-72267	641	21	return	return	NOUN
afs-72267	641	22	is	be	AUX
afs-72267	641	23	460	460	NUM
afs-72267	641	24	%	%	NOUN
afs-72267	641	25	,	,	PUNCT
afs-72267	641	26	thus	thus	ADV
afs-72267	641	27	still	still	ADV
afs-72267	641	28	an	an	DET
afs-72267	641	29	extremely	extremely	ADV
afs-72267	641	30	high	high	ADJ
afs-72267	641	31	rate	rate	NOUN
afs-72267	641	32	.	.	PUNCT
afs-72267	642	1	hertford	hertford	PROPN
afs-72267	642	2	and	and	CCONJ
afs-72267	642	3	schmitz	schmitz	PROPN
afs-72267	642	4	(	(	PUNCT
afs-72267	642	5	1977	1977	NUM
afs-72267	642	6	)	)	PUNCT
afs-72267	642	7	emphasize	emphasize	VERB
afs-72267	642	8	that	that	SCONJ
afs-72267	642	9	aggregative	aggregative	ADJ
afs-72267	642	10	models	model	NOUN
afs-72267	642	11	tend	tend	VERB
afs-72267	642	12	not	not	PART
afs-72267	642	13	to	to	PART
afs-72267	642	14	consider	consider	VERB
afs-72267	642	15	distributional	distributional	ADJ
afs-72267	642	16	effects	effect	NOUN
afs-72267	642	17	.	.	PUNCT
afs-72267	643	1	for	for	ADP
afs-72267	643	2	a	a	DET
afs-72267	643	3	given	give	VERB
afs-72267	643	4	commodity	commodity	NOUN
afs-72267	643	5	there	there	PRON
afs-72267	643	6	are	be	VERB
afs-72267	643	7	many	many	ADJ
afs-72267	643	8	types	type	NOUN
afs-72267	643	9	of	of	ADP
afs-72267	643	10	producers	producer	NOUN
afs-72267	643	11	:	:	PUNCT
afs-72267	643	12	small	small	ADJ
afs-72267	643	13	-	-	PUNCT
afs-72267	643	14	scale	scale	NOUN
afs-72267	643	15	farmers	farmer	NOUN
afs-72267	643	16	,	,	PUNCT
afs-72267	643	17	large	large	ADJ
afs-72267	643	18	-	-	PUNCT
afs-72267	643	19	scale	scale	NOUN
afs-72267	643	20	farmers	farmer	NOUN
afs-72267	643	21	,	,	PUNCT
afs-72267	643	22	landowners	landowner	NOUN
afs-72267	643	23	,	,	PUNCT
afs-72267	643	24	sharecroppers	sharecropper	NOUN
afs-72267	643	25	,	,	PUNCT
afs-72267	643	26	and	and	CCONJ
afs-72267	643	27	farmers	farmer	NOUN
afs-72267	643	28	with	with	ADP
afs-72267	643	29	unmechanized	unmechanized	ADJ
afs-72267	643	30	and	and	CCONJ
afs-72267	643	31	mechanized	mechanized	ADJ
afs-72267	643	32	farms	farm	NOUN
afs-72267	643	33	.	.	PUNCT
afs-72267	644	1	the	the	DET
afs-72267	644	2	estimated	estimate	VERB
afs-72267	644	3	returns	return	NOUN
afs-72267	644	4	often	often	ADV
afs-72267	644	5	tend	tend	VERB
afs-72267	644	6	to	to	PART
afs-72267	644	7	neglect	neglect	VERB
afs-72267	644	8	this	this	DET
afs-72267	644	9	subdivision	subdivision	NOUN
afs-72267	644	10	between	between	ADP
afs-72267	644	11	producers	producer	NOUN
afs-72267	644	12	and	and	CCONJ
afs-72267	644	13	the	the	DET
afs-72267	644	14	respective	respective	ADJ
afs-72267	644	15	distribution	distribution	NOUN
afs-72267	644	16	of	of	ADP
afs-72267	644	17	benefits	benefit	NOUN
afs-72267	644	18	.	.	PUNCT
afs-72267	645	1	schultz	schultz	PROPN
afs-72267	645	2	(	(	PUNCT
afs-72267	645	3	1977	1977	NUM
afs-72267	645	4	)	)	PUNCT
afs-72267	645	5	argues	argue	VERB
afs-72267	645	6	that	that	SCONJ
afs-72267	645	7	,	,	PUNCT
afs-72267	645	8	in	in	ADP
afs-72267	645	9	the	the	DET
afs-72267	645	10	long	long	ADJ
afs-72267	645	11	run	run	NOUN
afs-72267	645	12	,	,	PUNCT
afs-72267	645	13	the	the	DET
afs-72267	645	14	major	major	ADJ
afs-72267	645	15	share	share	NOUN
afs-72267	645	16	of	of	ADP
afs-72267	645	17	benefits	benefit	NOUN
afs-72267	645	18	from	from	ADP
afs-72267	645	19	research	research	NOUN
afs-72267	645	20	is	be	AUX
afs-72267	645	21	transferred	transfer	VERB
afs-72267	645	22	to	to	ADP
afs-72267	645	23	consumers	consumer	NOUN
afs-72267	645	24	.	.	PUNCT
afs-72267	646	1	the	the	DET
afs-72267	646	2	distribution	distribution	NOUN
afs-72267	646	3	between	between	ADP
afs-72267	646	4	various	various	ADJ
afs-72267	646	5	consumer	consumer	NOUN
afs-72267	646	6	groups	group	NOUN
afs-72267	646	7	can	can	AUX
afs-72267	646	8	also	also	ADV
afs-72267	646	9	be	be	AUX
afs-72267	646	10	different	different	ADJ
afs-72267	646	11	,	,	PUNCT
afs-72267	646	12	since	since	SCONJ
afs-72267	646	13	the	the	DET
afs-72267	646	14	price	price	NOUN
afs-72267	646	15	elasticity	elasticity	NOUN
afs-72267	646	16	of	of	ADP
afs-72267	646	17	demand	demand	NOUN
afs-72267	646	18	may	may	AUX
afs-72267	646	19	vary	vary	VERB
afs-72267	646	20	between	between	ADP
afs-72267	646	21	different	different	ADJ
afs-72267	646	22	consumer	consumer	NOUN
afs-72267	646	23	groups	group	NOUN
afs-72267	646	24	.	.	PUNCT
afs-72267	647	1	on	on	ADP
afs-72267	647	2	the	the	DET
afs-72267	647	3	whole	whole	NOUN
afs-72267	647	4	,	,	PUNCT
afs-72267	647	5	however	however	ADV
afs-72267	647	6	,	,	PUNCT
afs-72267	647	7	lower	low	ADJ
afs-72267	647	8	food	food	NOUN
afs-72267	647	9	prices	price	NOUN
afs-72267	647	10	tend	tend	VERB
afs-72267	647	11	to	to	PART
afs-72267	647	12	decrease	decrease	VERB
afs-72267	647	13	income	income	NOUN
afs-72267	647	14	disparities	disparity	NOUN
afs-72267	647	15	(	(	PUNCT
afs-72267	647	16	pinstrupandersen	pinstrupandersen	NOUN
afs-72267	647	17	1979	1979	NUM
afs-72267	647	18	)	)	PUNCT
afs-72267	647	19	.	.	PUNCT
afs-72267	648	1	many	many	ADJ
afs-72267	648	2	studies	study	NOUN
afs-72267	648	3	have	have	AUX
afs-72267	648	4	focused	focus	VERB
afs-72267	648	5	on	on	ADP
afs-72267	648	6	the	the	DET
afs-72267	648	7	distribution	distribution	NOUN
afs-72267	648	8	of	of	ADP
afs-72267	648	9	benefits	benefit	NOUN
afs-72267	648	10	between	between	ADP
afs-72267	648	11	producers	producer	NOUN
afs-72267	648	12	and	and	CCONJ
afs-72267	648	13	consumers	consumer	NOUN
afs-72267	648	14	.	.	PUNCT
afs-72267	649	1	it	it	PRON
afs-72267	649	2	was	be	AUX
afs-72267	649	3	pointed	point	VERB
afs-72267	649	4	out	out	ADP
afs-72267	649	5	in	in	ADP
afs-72267	649	6	section	section	NOUN
afs-72267	649	7	2.4.7	2.4.7	NUM
afs-72267	649	8	.	.	PUNCT
afs-72267	650	1	that	that	DET
afs-72267	650	2	nagy	nagy	NOUN
afs-72267	650	3	and	and	CCONJ
afs-72267	650	4	furtan	furtan	PROPN
afs-72267	650	5	(	(	PUNCT
afs-72267	650	6	1978	1978	NUM
afs-72267	650	7	)	)	PUNCT
afs-72267	650	8	estimated	estimate	VERB
afs-72267	650	9	consumers	consumer	NOUN
afs-72267	650	10	’	'	PUNCT
afs-72267	650	11	gains	gain	NOUN
afs-72267	650	12	from	from	ADP
afs-72267	650	13	rapeseed	rapeseed	NOUN
afs-72267	650	14	breeding	breeding	NOUN
afs-72267	650	15	in	in	ADP
afs-72267	650	16	canada	canada	PROPN
afs-72267	650	17	to	to	PART
afs-72267	650	18	be	be	AUX
afs-72267	650	19	53	53	NUM
afs-72267	650	20	%	%	NOUN
afs-72267	650	21	and	and	CCONJ
afs-72267	650	22	producers	producer	NOUN
afs-72267	650	23	’	'	PUNCT
afs-72267	650	24	gains	gain	NOUN
afs-72267	650	25	to	to	PART
afs-72267	650	26	be	be	AUX
afs-72267	650	27	278	278	NUM
afs-72267	650	28	47	47	NUM
afs-72267	650	29	%	%	NOUN
afs-72267	650	30	.	.	PUNCT
afs-72267	651	1	akino	akino	NOUN
afs-72267	651	2	and	and	CCONJ
afs-72267	651	3	hayami	hayami	NOUN
afs-72267	651	4	(	(	PUNCT
afs-72267	651	5	1975	1975	NUM
afs-72267	651	6	)	)	PUNCT
afs-72267	651	7	examined	examine	VERB
afs-72267	651	8	two	two	NUM
afs-72267	651	9	cases	case	NOUN
afs-72267	651	10	in	in	ADP
afs-72267	651	11	their	their	PRON
afs-72267	651	12	study	study	NOUN
afs-72267	651	13	of	of	ADP
afs-72267	651	14	the	the	DET
afs-72267	651	15	returns	return	NOUN
afs-72267	651	16	from	from	ADP
afs-72267	651	17	rice	rice	NOUN
afs-72267	651	18	breeding	breeding	NOUN
afs-72267	651	19	in	in	ADP
afs-72267	651	20	japan	japan	PROPN
afs-72267	651	21	.	.	PUNCT
afs-72267	652	1	in	in	ADP
afs-72267	652	2	the	the	DET
afs-72267	652	3	first	first	ADJ
afs-72267	652	4	case	case	NOUN
afs-72267	652	5	made	make	VERB
afs-72267	652	6	under	under	ADP
afs-72267	652	7	the	the	DET
afs-72267	652	8	autarky	autarky	NOUN
afs-72267	652	9	assumption	assumption	NOUN
afs-72267	652	10	all	all	DET
afs-72267	652	11	benefits	benefit	NOUN
afs-72267	652	12	went	go	VERB
afs-72267	652	13	to	to	ADP
afs-72267	652	14	consumers	consumer	NOUN
afs-72267	652	15	,	,	PUNCT
afs-72267	652	16	while	while	SCONJ
afs-72267	652	17	in	in	ADP
afs-72267	652	18	the	the	DET
afs-72267	652	19	second	second	ADJ
afs-72267	652	20	case	case	NOUN
afs-72267	652	21	,	,	PUNCT
afs-72267	652	22	based	base	VERB
afs-72267	652	23	upon	upon	SCONJ
afs-72267	652	24	an	an	DET
afs-72267	652	25	open	open	ADJ
afs-72267	652	26	economy	economy	NOUN
afs-72267	652	27	assumption	assumption	NOUN
afs-72267	652	28	,	,	PUNCT
afs-72267	652	29	both	both	DET
afs-72267	652	30	producers	producer	NOUN
afs-72267	652	31	and	and	CCONJ
afs-72267	652	32	consumers	consumer	NOUN
afs-72267	652	33	became	become	VERB
afs-72267	652	34	better	well	ADJ
afs-72267	652	35	off	off	ADV
afs-72267	652	36	.	.	PUNCT
afs-72267	653	1	scobie	scobie	PROPN
afs-72267	653	2	and	and	CCONJ
afs-72267	653	3	posada	posada	PROPN
afs-72267	653	4	(	(	PUNCT
afs-72267	653	5	1978	1978	NUM
afs-72267	653	6	)	)	PUNCT
afs-72267	653	7	found	find	VERB
afs-72267	653	8	that	that	SCONJ
afs-72267	653	9	the	the	DET
afs-72267	653	10	major	major	ADJ
afs-72267	653	11	share	share	NOUN
afs-72267	653	12	of	of	ADP
afs-72267	653	13	the	the	DET
afs-72267	653	14	benefits	benefit	NOUN
afs-72267	653	15	of	of	ADP
afs-72267	653	16	technological	technological	ADJ
afs-72267	653	17	change	change	NOUN
afs-72267	653	18	in	in	ADP
afs-72267	653	19	rice	rice	NOUN
afs-72267	653	20	production	production	NOUN
afs-72267	653	21	in	in	ADP
afs-72267	653	22	colombia	colombia	PROPN
afs-72267	653	23	went	go	VERB
afs-72267	653	24	to	to	ADP
afs-72267	653	25	consumers	consumer	NOUN
afs-72267	653	26	,	,	PUNCT
afs-72267	653	27	wheras	wheras	PROPN
afs-72267	653	28	small	small	ADJ
afs-72267	653	29	producers	producer	NOUN
afs-72267	653	30	suffered	suffer	VERB
afs-72267	653	31	losses	loss	NOUN
afs-72267	653	32	.	.	PUNCT
afs-72267	654	1	the	the	DET
afs-72267	654	2	benefits	benefit	NOUN
afs-72267	654	3	exceeded	exceed	VERB
afs-72267	654	4	total	total	ADJ
afs-72267	654	5	costs	cost	NOUN
afs-72267	654	6	in	in	ADP
afs-72267	654	7	spite	spite	NOUN
afs-72267	654	8	of	of	ADP
afs-72267	654	9	this	this	PRON
afs-72267	654	10	.	.	PUNCT
afs-72267	655	1	herruzo	herruzo	NOUN
afs-72267	655	2	(	(	PUNCT
afs-72267	655	3	1985	1985	NUM
afs-72267	655	4	)	)	PUNCT
afs-72267	655	5	concluded	conclude	VERB
afs-72267	655	6	that	that	SCONJ
afs-72267	655	7	consumers	consumer	NOUN
afs-72267	655	8	were	be	AUX
afs-72267	655	9	the	the	DET
afs-72267	655	10	main	main	ADJ
afs-72267	655	11	beneficiaries	beneficiary	NOUN
afs-72267	655	12	of	of	ADP
afs-72267	655	13	rice	rice	NOUN
afs-72267	655	14	breeding	breeding	NOUN
afs-72267	655	15	in	in	ADP
afs-72267	655	16	spain	spain	PROPN
afs-72267	655	17	while	while	SCONJ
afs-72267	655	18	producers	producer	NOUN
afs-72267	655	19	,	,	PUNCT
afs-72267	655	20	or	or	CCONJ
afs-72267	655	21	at	at	ADP
afs-72267	655	22	least	least	ADJ
afs-72267	655	23	some	some	PRON
afs-72267	655	24	of	of	ADP
afs-72267	655	25	them	they	PRON
afs-72267	655	26	,	,	PUNCT
afs-72267	655	27	became	become	VERB
afs-72267	655	28	worse	bad	ADJ
afs-72267	655	29	off	off	ADP
afs-72267	655	30	because	because	SCONJ
afs-72267	655	31	of	of	ADP
afs-72267	655	32	the	the	DET
afs-72267	655	33	low	low	ADJ
afs-72267	655	34	price	price	NOUN
afs-72267	655	35	elasticity	elasticity	NOUN
afs-72267	655	36	of	of	ADP
afs-72267	655	37	demand	demand	NOUN
afs-72267	655	38	.	.	PUNCT
afs-72267	656	1	scobie	scobie	NOUN
afs-72267	656	2	(	(	PUNCT
afs-72267	656	3	1976	1976	NUM
afs-72267	656	4	)	)	PUNCT
afs-72267	656	5	argues	argue	VERB
afs-72267	656	6	that	that	SCONJ
afs-72267	656	7	analysis	analysis	NOUN
afs-72267	656	8	of	of	ADP
afs-72267	656	9	the	the	DET
afs-72267	656	10	distribution	distribution	NOUN
afs-72267	656	11	of	of	ADP
afs-72267	656	12	the	the	DET
afs-72267	656	13	economic	economic	ADJ
afs-72267	656	14	surplus	surplus	NOUN
afs-72267	656	15	should	should	AUX
afs-72267	656	16	include	include	VERB
afs-72267	656	17	two	two	NUM
afs-72267	656	18	additional	additional	ADJ
afs-72267	656	19	simple	simple	ADJ
afs-72267	656	20	questions	question	NOUN
afs-72267	656	21	:	:	PUNCT
afs-72267	656	22	1	1	X
afs-72267	656	23	)	)	PUNCT
afs-72267	656	24	under	under	ADP
afs-72267	656	25	what	what	DET
afs-72267	656	26	conditions	condition	NOUN
afs-72267	656	27	will	will	AUX
afs-72267	656	28	consumers	consumer	NOUN
afs-72267	656	29	gain	gain	VERB
afs-72267	656	30	more	more	ADJ
afs-72267	656	31	than	than	ADP
afs-72267	656	32	producers	producer	NOUN
afs-72267	656	33	as	as	ADP
afs-72267	656	34	a	a	DET
afs-72267	656	35	result	result	NOUN
afs-72267	656	36	of	of	ADP
afs-72267	656	37	technological	technological	ADJ
afs-72267	656	38	change	change	NOUN
afs-72267	656	39	?	?	PUNCT
afs-72267	656	40	,	,	PUNCT
afs-72267	656	41	and	and	CCONJ
afs-72267	656	42	2	2	X
afs-72267	656	43	)	)	PUNCT
afs-72267	656	44	under	under	ADP
afs-72267	656	45	what	what	DET
afs-72267	656	46	conditions	condition	NOUN
afs-72267	656	47	will	will	AUX
afs-72267	656	48	the	the	DET
afs-72267	656	49	producers	producer	NOUN
afs-72267	656	50	’	’	PART
afs-72267	656	51	surplus	surplus	NOUN
afs-72267	656	52	be	be	AUX
afs-72267	656	53	positive	positive	ADJ
afs-72267	656	54	?	?	PUNCT
afs-72267	657	1	scobie	scobie	PROPN
afs-72267	657	2	presents	present	VERB
afs-72267	657	3	a	a	DET
afs-72267	657	4	clear	clear	ADJ
afs-72267	657	5	example	example	NOUN
afs-72267	657	6	in	in	ADP
afs-72267	657	7	order	order	NOUN
afs-72267	657	8	to	to	PART
afs-72267	657	9	show	show	VERB
afs-72267	657	10	the	the	DET
afs-72267	657	11	difficulties	difficulty	NOUN
afs-72267	657	12	in	in	ADP
afs-72267	657	13	calculating	calculate	VERB
afs-72267	657	14	how	how	SCONJ
afs-72267	657	15	benefits	benefit	NOUN
afs-72267	657	16	are	be	AUX
afs-72267	657	17	distributed	distribute	VERB
afs-72267	657	18	.	.	PUNCT
afs-72267	658	1	a	a	DET
afs-72267	658	2	minister	minister	NOUN
afs-72267	658	3	for	for	ADP
afs-72267	658	4	allocation	allocation	NOUN
afs-72267	658	5	of	of	ADP
afs-72267	658	6	agricultural	agricultural	ADJ
afs-72267	658	7	research	research	NOUN
afs-72267	658	8	funds	fund	NOUN
afs-72267	658	9	is	be	AUX
afs-72267	658	10	confronted	confront	VERB
afs-72267	658	11	with	with	ADP
afs-72267	658	12	a	a	DET
afs-72267	658	13	proposal	proposal	NOUN
afs-72267	658	14	to	to	PART
afs-72267	658	15	grant	grant	VERB
afs-72267	658	16	usd	usd	NOUN
afs-72267	658	17	10	10	NUM
afs-72267	658	18	million	million	NUM
afs-72267	658	19	for	for	ADP
afs-72267	658	20	research	research	NOUN
afs-72267	658	21	on	on	ADP
afs-72267	658	22	the	the	DET
afs-72267	658	23	“	"	PUNCT
afs-72267	658	24	bongoyam	bongoyam	NOUN
afs-72267	658	25	”	"	PUNCT
afs-72267	658	26	.	.	PUNCT
afs-72267	659	1	his	his	PRON
afs-72267	659	2	office	office	NOUN
afs-72267	659	3	informs	inform	VERB
afs-72267	659	4	him	he	PRON
afs-72267	659	5	that	that	SCONJ
afs-72267	659	6	the	the	DET
afs-72267	659	7	demand	demand	NOUN
afs-72267	659	8	and	and	CCONJ
afs-72267	659	9	supply	supply	NOUN
afs-72267	659	10	elasticities	elasticity	NOUN
afs-72267	659	11	for	for	ADP
afs-72267	659	12	bongoyams	bongoyam	NOUN
afs-72267	659	13	respectively	respectively	ADV
afs-72267	659	14	are	be	AUX
afs-72267	659	15	—	—	PUNCT
afs-72267	659	16	0.7	0.7	NUM
afs-72267	659	17	and	and	CCONJ
afs-72267	659	18	0.4	0.4	NUM
afs-72267	659	19	.	.	PUNCT
afs-72267	660	1	after	after	ADP
afs-72267	660	2	receiving	receive	VERB
afs-72267	660	3	this	this	DET
afs-72267	660	4	information	information	NOUN
afs-72267	660	5	he	he	PRON
afs-72267	660	6	poses	pose	VERB
afs-72267	660	7	both	both	CCONJ
afs-72267	660	8	the	the	DET
afs-72267	660	9	above	above	ADV
afs-72267	660	10	mentioned	mention	VERB
afs-72267	660	11	questions	question	NOUN
afs-72267	660	12	to	to	ADP
afs-72267	660	13	his	his	PRON
afs-72267	660	14	economists	economist	NOUN
afs-72267	660	15	.	.	PUNCT
afs-72267	661	1	the	the	DET
afs-72267	661	2	answers	answer	NOUN
afs-72267	661	3	they	they	PRON
afs-72267	661	4	give	give	VERB
afs-72267	661	5	him	he	PRON
afs-72267	661	6	depend	depend	VERB
afs-72267	661	7	on	on	ADP
afs-72267	661	8	the	the	DET
afs-72267	661	9	formula	formula	NOUN
afs-72267	661	10	used	use	VERB
afs-72267	661	11	,	,	PUNCT
afs-72267	661	12	and	and	CCONJ
afs-72267	661	13	are	be	AUX
afs-72267	661	14	illustrated	illustrate	VERB
afs-72267	661	15	in	in	ADP
afs-72267	661	16	table	table	NOUN
afs-72267	661	17	4	4	NUM
afs-72267	661	18	.	.	PUNCT
afs-72267	661	19	table	table	NOUN
afs-72267	661	20	4	4	NUM
afs-72267	661	21	.	.	PUNCT
afs-72267	661	22	relative	relative	ADJ
afs-72267	661	23	magnitudes	magnitude	NOUN
afs-72267	661	24	of	of	ADP
afs-72267	661	25	consumer	consumer	NOUN
afs-72267	661	26	and	and	CCONJ
afs-72267	661	27	producer	producer	NOUN
afs-72267	661	28	benefits	benefit	NOUN
afs-72267	661	29	for	for	ADP
afs-72267	661	30	bongoyams	bongoyam	NOUN
afs-72267	661	31	(	(	PUNCT
afs-72267	661	32	scobie	scobie	PROPN
afs-72267	661	33	1976	1976	NUM
afs-72267	661	34	)	)	PUNCT
afs-72267	661	35	.	.	PUNCT
afs-72267	662	1	formula	formula	NOUN
afs-72267	662	2	used	use	VERB
afs-72267	662	3	will	will	AUX
afs-72267	662	4	conwill	conwill	VERB
afs-72267	662	5	producsumers	producsumer	NOUN
afs-72267	662	6	gain	gain	VERB
afs-72267	662	7	ers	er	NOUN
afs-72267	662	8	’	'	PUNCT
afs-72267	662	9	benefits	benefit	NOUN
afs-72267	662	10	more	more	ADJ
afs-72267	662	11	than	than	ADP
afs-72267	662	12	be	be	AUX
afs-72267	662	13	positive	positive	ADJ
afs-72267	662	14	?	?	PUNCT
afs-72267	663	1	producers	producer	NOUN
afs-72267	663	2	?	?	PUNCT
afs-72267	664	1	akino	akino	NOUN
afs-72267	664	2	and	and	CCONJ
afs-72267	664	3	hayami	hayami	PROPN
afs-72267	664	4	hertford	hertford	PROPN
afs-72267	664	5	and	and	CCONJ
afs-72267	664	6	schmitz	schmitz	PROPN
afs-72267	664	7	ramalho	ramalho	PROPN
afs-72267	664	8	de	de	PROPN
afs-72267	664	9	castro	castro	PROPN
afs-72267	664	10	and	and	CCONJ
afs-72267	664	11	schuh	schuh	INTJ
afs-72267	665	1	yes	yes	INTJ
afs-72267	666	1	yes	yes	INTJ
afs-72267	667	1	no	no	INTJ
afs-72267	668	1	yes	yes	INTJ
afs-72267	669	1	no	no	INTJ
afs-72267	670	1	yes	yes	INTJ
afs-72267	670	2	the	the	DET
afs-72267	670	3	conclusion	conclusion	NOUN
afs-72267	670	4	is	be	AUX
afs-72267	670	5	that	that	SCONJ
afs-72267	670	6	the	the	DET
afs-72267	670	7	minister	minister	NOUN
afs-72267	670	8	must	must	AUX
afs-72267	670	9	be	be	AUX
afs-72267	670	10	confused	confuse	VERB
afs-72267	670	11	by	by	ADP
afs-72267	670	12	these	these	DET
afs-72267	670	13	contradictory	contradictory	ADJ
afs-72267	670	14	answers	answer	NOUN
afs-72267	670	15	.	.	PUNCT
afs-72267	671	1	this	this	DET
afs-72267	671	2	fable	fable	NOUN
afs-72267	671	3	also	also	ADV
afs-72267	671	4	illustrates	illustrate	VERB
afs-72267	671	5	some	some	PRON
afs-72267	671	6	of	of	ADP
afs-72267	671	7	the	the	DET
afs-72267	671	8	difficulties	difficulty	NOUN
afs-72267	671	9	connected	connect	VERB
afs-72267	671	10	with	with	ADP
afs-72267	671	11	the	the	DET
afs-72267	671	12	welfare	welfare	NOUN
afs-72267	671	13	economics	economic	NOUN
afs-72267	671	14	approach	approach	NOUN
afs-72267	671	15	.	.	PUNCT
afs-72267	672	1	2.5	2.5	NUM
afs-72267	672	2	.	.	PUNCT
afs-72267	673	1	criticism	criticism	NOUN
afs-72267	673	2	of	of	ADP
afs-72267	673	3	the	the	DET
afs-72267	673	4	examined	examine	VERB
afs-72267	673	5	studies	study	NOUN
afs-72267	673	6	2.5.1	2.5.1	NUM
afs-72267	673	7	.	.	PUNCT
afs-72267	674	1	general	general	ADJ
afs-72267	674	2	criticism	criticism	NOUN
afs-72267	674	3	the	the	DET
afs-72267	674	4	research	research	NOUN
afs-72267	674	5	field	field	NOUN
afs-72267	674	6	of	of	ADP
afs-72267	674	7	estimating	estimate	VERB
afs-72267	674	8	the	the	DET
afs-72267	674	9	economic	economic	ADJ
afs-72267	674	10	returns	return	NOUN
afs-72267	674	11	to	to	ADP
afs-72267	674	12	research	research	NOUN
afs-72267	674	13	has	have	AUX
afs-72267	674	14	been	be	AUX
afs-72267	674	15	a	a	DET
afs-72267	674	16	controversial	controversial	ADJ
afs-72267	674	17	subject	subject	NOUN
afs-72267	674	18	since	since	SCONJ
afs-72267	674	19	the	the	DET
afs-72267	674	20	first	first	ADJ
afs-72267	674	21	study	study	NOUN
afs-72267	674	22	made	make	VERB
afs-72267	674	23	by	by	ADP
afs-72267	674	24	schultz	schultz	PROPN
afs-72267	674	25	in	in	ADP
afs-72267	674	26	1953	1953	NUM
afs-72267	674	27	.	.	PUNCT
afs-72267	675	1	the	the	DET
afs-72267	675	2	credibility	credibility	NOUN
afs-72267	675	3	of	of	ADP
afs-72267	675	4	estimated	estimate	VERB
afs-72267	675	5	returns	return	NOUN
afs-72267	675	6	has	have	AUX
afs-72267	675	7	been	be	AUX
afs-72267	675	8	questioned	question	VERB
afs-72267	675	9	,	,	PUNCT
afs-72267	675	10	in	in	ADP
afs-72267	675	11	particular	particular	ADJ
afs-72267	675	12	the	the	DET
afs-72267	675	13	reliability	reliability	NOUN
afs-72267	675	14	of	of	ADP
afs-72267	675	15	the	the	DET
afs-72267	675	16	earlier	early	ADJ
afs-72267	675	17	studies	study	NOUN
afs-72267	675	18	.	.	PUNCT
afs-72267	676	1	both	both	PRON
afs-72267	676	2	of	of	ADP
afs-72267	676	3	the	the	DET
afs-72267	676	4	reviewed	review	VERB
afs-72267	676	5	methods	method	NOUN
afs-72267	676	6	for	for	ADP
afs-72267	676	7	estimating	estimate	VERB
afs-72267	676	8	the	the	DET
afs-72267	676	9	returns	return	NOUN
afs-72267	676	10	to	to	ADP
afs-72267	676	11	research	research	NOUN
afs-72267	676	12	have	have	AUX
afs-72267	676	13	been	be	AUX
afs-72267	676	14	criticized	criticize	VERB
afs-72267	676	15	on	on	ADP
afs-72267	676	16	many	many	ADJ
afs-72267	676	17	points	point	NOUN
afs-72267	676	18	.	.	PUNCT
afs-72267	677	1	the	the	DET
afs-72267	677	2	criticism	criticism	NOUN
afs-72267	677	3	has	have	AUX
afs-72267	677	4	resulted	result	VERB
afs-72267	677	5	in	in	ADP
afs-72267	677	6	more	more	ADV
afs-72267	677	7	detailed	detailed	ADJ
afs-72267	677	8	models	model	NOUN
afs-72267	677	9	where	where	SCONJ
afs-72267	677	10	a	a	DET
afs-72267	677	11	more	more	ADV
afs-72267	677	12	accurate	accurate	ADJ
afs-72267	677	13	approximation	approximation	NOUN
afs-72267	677	14	of	of	ADP
afs-72267	677	15	research	research	NOUN
afs-72267	677	16	costs	cost	NOUN
afs-72267	677	17	and	and	CCONJ
afs-72267	677	18	a	a	DET
afs-72267	677	19	bigger	big	ADJ
afs-72267	677	20	cautiousness	cautiousness	NOUN
afs-72267	677	21	in	in	ADP
afs-72267	677	22	estimations	estimation	NOUN
afs-72267	677	23	have	have	AUX
afs-72267	677	24	been	be	AUX
afs-72267	677	25	considered	consider	VERB
afs-72267	677	26	.	.	PUNCT
afs-72267	678	1	according	accord	VERB
afs-72267	678	2	to	to	ADP
afs-72267	678	3	ruttan	ruttan	PROPN
afs-72267	678	4	(	(	PUNCT
afs-72267	678	5	1982	1982	NUM
afs-72267	678	6	)	)	PUNCT
afs-72267	678	7	,	,	PUNCT
afs-72267	678	8	this	this	DET
afs-72267	678	9	tendency	tendency	NOUN
afs-72267	678	10	has	have	AUX
afs-72267	678	11	led	lead	VERB
afs-72267	678	12	to	to	ADP
afs-72267	678	13	more	more	ADV
afs-72267	678	14	recent	recent	ADJ
afs-72267	678	15	credible	credible	ADJ
afs-72267	678	16	studies	study	NOUN
afs-72267	678	17	which	which	PRON
afs-72267	678	18	tend	tend	VERB
afs-72267	678	19	rather	rather	ADV
afs-72267	678	20	to	to	PART
afs-72267	678	21	underestimate	underestimate	VERB
afs-72267	678	22	the	the	DET
afs-72267	678	23	returns	return	NOUN
afs-72267	678	24	to	to	ADP
afs-72267	678	25	research	research	NOUN
afs-72267	678	26	.	.	PUNCT
afs-72267	679	1	anyhow	anyhow	ADV
afs-72267	679	2	it	it	PRON
afs-72267	679	3	is	be	AUX
afs-72267	679	4	clear	clear	ADJ
afs-72267	679	5	that	that	SCONJ
afs-72267	679	6	many	many	ADJ
afs-72267	679	7	of	of	ADP
afs-72267	679	8	the	the	DET
afs-72267	679	9	earlier	early	ADJ
afs-72267	679	10	studies	study	NOUN
afs-72267	679	11	,	,	PUNCT
afs-72267	679	12	particularly	particularly	ADV
afs-72267	679	13	those	those	PRON
afs-72267	679	14	with	with	ADP
afs-72267	679	15	a	a	DET
afs-72267	679	16	welfare	welfare	NOUN
afs-72267	679	17	economics	economic	NOUN
afs-72267	679	18	approach	approach	NOUN
afs-72267	679	19	,	,	PUNCT
afs-72267	679	20	have	have	AUX
afs-72267	679	21	been	be	AUX
afs-72267	679	22	subject	subject	ADJ
afs-72267	679	23	to	to	ADP
afs-72267	679	24	methodical	methodical	ADJ
afs-72267	679	25	errors	error	NOUN
afs-72267	679	26	and	and	CCONJ
afs-72267	679	27	insufficient	insufficient	ADJ
afs-72267	679	28	data	datum	NOUN
afs-72267	679	29	on	on	ADP
afs-72267	679	30	research	research	NOUN
afs-72267	679	31	costs	cost	NOUN
afs-72267	679	32	.	.	PUNCT
afs-72267	680	1	the	the	DET
afs-72267	680	2	next	next	ADJ
afs-72267	680	3	sections	section	NOUN
afs-72267	680	4	review	review	VERB
afs-72267	680	5	these	these	DET
afs-72267	680	6	aspects	aspect	NOUN
afs-72267	680	7	.	.	PUNCT
afs-72267	681	1	rosenberg	rosenberg	PROPN
afs-72267	681	2	(	(	PUNCT
afs-72267	681	3	1982	1982	NUM
afs-72267	681	4	,	,	PUNCT
afs-72267	681	5	p.	p.	NOUN
afs-72267	681	6	25	25	NUM
afs-72267	681	7	,	,	PUNCT
afs-72267	681	8	141—159	141—159	PROPN
afs-72267	681	9	)	)	PUNCT
afs-72267	681	10	maintains	maintain	VERB
afs-72267	681	11	that	that	SCONJ
afs-72267	681	12	the	the	DET
afs-72267	681	13	rate	rate	NOUN
afs-72267	681	14	of	of	ADP
afs-72267	681	15	growth	growth	NOUN
afs-72267	681	16	of	of	ADP
afs-72267	681	17	an	an	DET
afs-72267	681	18	industry	industry	NOUN
afs-72267	681	19	’s	’s	PART
afs-72267	681	20	output	output	NOUN
afs-72267	681	21	depends	depend	VERB
afs-72267	681	22	on	on	ADP
afs-72267	681	23	factors	factor	NOUN
afs-72267	681	24	of	of	ADP
afs-72267	681	25	demand	demand	NOUN
afs-72267	681	26	at	at	ADP
afs-72267	681	27	least	least	ADJ
afs-72267	681	28	as	as	ADV
afs-72267	681	29	much	much	ADJ
afs-72267	681	30	as	as	SCONJ
afs-72267	681	31	it	it	PRON
afs-72267	681	32	does	do	AUX
afs-72267	681	33	depend	depend	VERB
afs-72267	681	34	on	on	ADP
afs-72267	681	35	factors	factor	NOUN
afs-72267	681	36	of	of	ADP
afs-72267	681	37	supply	supply	NOUN
afs-72267	681	38	.	.	PUNCT
afs-72267	682	1	this	this	PRON
afs-72267	682	2	can	can	AUX
afs-72267	682	3	even	even	ADV
afs-72267	682	4	be	be	AUX
afs-72267	682	5	expressed	express	VERB
afs-72267	682	6	in	in	ADP
afs-72267	682	7	another	another	DET
afs-72267	682	8	way	way	NOUN
afs-72267	682	9	,	,	PUNCT
afs-72267	682	10	i.e.	i.e.	X
afs-72267	682	11	technological	technological	ADJ
afs-72267	682	12	change	change	NOUN
afs-72267	682	13	should	should	AUX
afs-72267	682	14	not	not	PART
afs-72267	682	15	be	be	AUX
afs-72267	682	16	seen	see	VERB
afs-72267	682	17	as	as	ADP
afs-72267	682	18	a	a	DET
afs-72267	682	19	predetermined	predetermined	ADJ
afs-72267	682	20	exogenous	exogenous	ADJ
afs-72267	682	21	factor	factor	NOUN
afs-72267	682	22	automatically	automatically	ADV
afs-72267	682	23	evolving	evolve	VERB
afs-72267	682	24	according	accord	VERB
afs-72267	682	25	to	to	ADP
afs-72267	682	26	a	a	DET
afs-72267	682	27	given	give	VERB
afs-72267	682	28	pattern	pattern	NOUN
afs-72267	682	29	.	.	PUNCT
afs-72267	683	1	rather	rather	ADV
afs-72267	683	2	,	,	PUNCT
afs-72267	683	3	it	it	PRON
afs-72267	683	4	should	should	AUX
afs-72267	683	5	be	be	AUX
afs-72267	683	6	regarded	regard	VERB
afs-72267	683	7	as	as	ADP
afs-72267	683	8	an	an	DET
afs-72267	683	9	endogenous	endogenous	ADJ
afs-72267	683	10	force	force	NOUN
afs-72267	683	11	.	.	PUNCT
afs-72267	684	1	economists	economist	NOUN
afs-72267	684	2	have	have	AUX
afs-72267	684	3	tended	tend	VERB
afs-72267	684	4	to	to	PART
afs-72267	684	5	be	be	AUX
afs-72267	684	6	interested	interested	ADJ
afs-72267	684	7	more	more	ADV
afs-72267	684	8	in	in	ADP
afs-72267	684	9	the	the	DET
afs-72267	684	10	consequences	consequence	NOUN
afs-72267	684	11	of	of	ADP
afs-72267	684	12	technological	technological	ADJ
afs-72267	684	13	change	change	NOUN
afs-72267	684	14	than	than	ADP
afs-72267	684	15	in	in	ADP
afs-72267	684	16	the	the	DET
afs-72267	684	17	determining	determine	VERB
afs-72267	684	18	factors	factor	NOUN
afs-72267	684	19	.	.	PUNCT
afs-72267	685	1	omission	omission	NOUN
afs-72267	685	2	of	of	ADP
afs-72267	685	3	these	these	DET
afs-72267	685	4	decisive	decisive	ADJ
afs-72267	685	5	,	,	PUNCT
afs-72267	685	6	exogenous	exogenous	ADJ
afs-72267	685	7	factors	factor	NOUN
afs-72267	685	8	and	and	CCONJ
afs-72267	685	9	the	the	DET
afs-72267	685	10	assumption	assumption	NOUN
afs-72267	685	11	that	that	SCONJ
afs-72267	685	12	technological	technological	ADJ
afs-72267	685	13	change	change	NOUN
afs-72267	685	14	develops	develop	VERB
afs-72267	685	15	according	accord	VERB
afs-72267	685	16	to	to	ADP
afs-72267	685	17	a	a	DET
afs-72267	685	18	past	past	ADJ
afs-72267	685	19	pattern	pattern	NOUN
afs-72267	685	20	mean	mean	VERB
afs-72267	685	21	that	that	SCONJ
afs-72267	685	22	science	science	NOUN
afs-72267	685	23	and	and	CCONJ
afs-72267	685	24	technology	technology	NOUN
afs-72267	685	25	are	be	AUX
afs-72267	685	26	treated	treat	VERB
afs-72267	685	27	as	as	ADP
afs-72267	685	28	though	though	ADV
afs-72267	685	29	independent	independent	ADJ
afs-72267	685	30	from	from	ADP
afs-72267	685	31	economic	economic	ADJ
afs-72267	685	32	and	and	CCONJ
afs-72267	685	33	social	social	ADJ
afs-72267	685	34	circumstances	circumstance	NOUN
afs-72267	685	35	.	.	PUNCT
afs-72267	686	1	279	279	NUM
afs-72267	686	2	rosenberg	rosenberg	PROPN
afs-72267	686	3	further	far	ADV
afs-72267	686	4	stresses	stress	VERB
afs-72267	686	5	the	the	DET
afs-72267	686	6	importance	importance	NOUN
afs-72267	686	7	of	of	ADP
afs-72267	686	8	inter	inter	ADJ
afs-72267	686	9	-	-	ADJ
afs-72267	686	10	industry	industry	ADJ
afs-72267	686	11	relationships	relationship	NOUN
afs-72267	686	12	when	when	SCONJ
afs-72267	686	13	considering	consider	VERB
afs-72267	686	14	the	the	DET
afs-72267	686	15	contribution	contribution	NOUN
afs-72267	686	16	of	of	ADP
afs-72267	686	17	technical	technical	ADJ
afs-72267	686	18	progress	progress	NOUN
afs-72267	686	19	to	to	ADP
afs-72267	686	20	productivity	productivity	NOUN
afs-72267	686	21	growth	growth	NOUN
afs-72267	686	22	.	.	PUNCT
afs-72267	687	1	the	the	DET
afs-72267	687	2	growth	growth	NOUN
afs-72267	687	3	of	of	ADP
afs-72267	687	4	productivity	productivity	NOUN
afs-72267	687	5	,	,	PUNCT
afs-72267	687	6	for	for	ADP
afs-72267	687	7	instance	instance	NOUN
afs-72267	687	8	in	in	ADP
afs-72267	687	9	american	american	ADJ
afs-72267	687	10	agriculture	agriculture	NOUN
afs-72267	687	11	during	during	ADP
afs-72267	687	12	the	the	DET
afs-72267	687	13	19th	19th	ADJ
afs-72267	687	14	century	century	NOUN
afs-72267	687	15	,	,	PUNCT
afs-72267	687	16	was	be	AUX
afs-72267	687	17	dependent	dependent	ADJ
afs-72267	687	18	on	on	ADP
afs-72267	687	19	a	a	DET
afs-72267	687	20	stronger	strong	ADJ
afs-72267	687	21	regional	regional	ADJ
afs-72267	687	22	product	product	NOUN
afs-72267	687	23	specialization	specialization	NOUN
afs-72267	687	24	.	.	PUNCT
afs-72267	688	1	this	this	PRON
afs-72267	688	2	,	,	PUNCT
afs-72267	688	3	in	in	ADP
afs-72267	688	4	turn	turn	NOUN
afs-72267	688	5	,	,	PUNCT
afs-72267	688	6	was	be	AUX
afs-72267	688	7	connected	connect	VERB
afs-72267	688	8	with	with	ADP
afs-72267	688	9	the	the	DET
afs-72267	688	10	development	development	NOUN
afs-72267	688	11	of	of	ADP
afs-72267	688	12	transport	transport	NOUN
afs-72267	688	13	facilities	facility	NOUN
afs-72267	688	14	(	(	PUNCT
afs-72267	688	15	roads	road	NOUN
afs-72267	688	16	,	,	PUNCT
afs-72267	688	17	railways	railway	NOUN
afs-72267	688	18	,	,	PUNCT
afs-72267	688	19	the	the	DET
afs-72267	688	20	steam	steam	NOUN
afs-72267	688	21	engine	engine	NOUN
afs-72267	688	22	and	and	CCONJ
afs-72267	688	23	refrigeration	refrigeration	NOUN
afs-72267	688	24	)	)	PUNCT
afs-72267	688	25	which	which	PRON
afs-72267	688	26	made	make	VERB
afs-72267	688	27	regional	regional	ADJ
afs-72267	688	28	specialization	specialization	NOUN
afs-72267	688	29	possible	possible	ADJ
afs-72267	688	30	.	.	PUNCT
afs-72267	689	1	technological	technological	ADJ
afs-72267	689	2	improvements	improvement	NOUN
afs-72267	689	3	in	in	ADP
afs-72267	689	4	one	one	NUM
afs-72267	689	5	sector	sector	NOUN
afs-72267	689	6	clearly	clearly	ADV
afs-72267	689	7	depend	depend	VERB
afs-72267	689	8	on	on	ADP
afs-72267	689	9	developments	development	NOUN
afs-72267	689	10	in	in	ADP
afs-72267	689	11	other	other	ADJ
afs-72267	689	12	sectors	sector	NOUN
afs-72267	689	13	.	.	PUNCT
afs-72267	690	1	this	this	DET
afs-72267	690	2	fact	fact	NOUN
afs-72267	690	3	has	have	AUX
afs-72267	690	4	not	not	PART
afs-72267	690	5	been	be	AUX
afs-72267	690	6	considered	consider	VERB
afs-72267	690	7	clearly	clearly	ADV
afs-72267	690	8	enough	enough	ADJ
afs-72267	690	9	in	in	ADP
afs-72267	690	10	the	the	DET
afs-72267	690	11	early	early	ADJ
afs-72267	690	12	studies	study	NOUN
afs-72267	690	13	of	of	ADP
afs-72267	690	14	returns	return	NOUN
afs-72267	690	15	to	to	ADP
afs-72267	690	16	research	research	NOUN
afs-72267	690	17	.	.	PUNCT
afs-72267	691	1	rosenberg	rosenberg	PROPN
afs-72267	691	2	also	also	ADV
afs-72267	691	3	notes	note	VERB
afs-72267	691	4	that	that	SCONJ
afs-72267	691	5	the	the	DET
afs-72267	691	6	estimation	estimation	NOUN
afs-72267	691	7	of	of	ADP
afs-72267	691	8	returns	return	NOUN
afs-72267	691	9	to	to	ADP
afs-72267	691	10	industrial	industrial	ADJ
afs-72267	691	11	research	research	NOUN
afs-72267	691	12	overlooks	overlook	VERB
afs-72267	691	13	the	the	DET
afs-72267	691	14	improvement	improvement	NOUN
afs-72267	691	15	in	in	ADP
afs-72267	691	16	the	the	DET
afs-72267	691	17	quality	quality	NOUN
afs-72267	691	18	of	of	ADP
afs-72267	691	19	final	final	ADJ
afs-72267	691	20	products	product	NOUN
afs-72267	691	21	bought	buy	VERB
afs-72267	691	22	by	by	ADP
afs-72267	691	23	the	the	DET
afs-72267	691	24	consumers	consumer	NOUN
afs-72267	691	25	,	,	PUNCT
afs-72267	691	26	which	which	PRON
afs-72267	691	27	may	may	AUX
afs-72267	691	28	prove	prove	VERB
afs-72267	691	29	to	to	PART
afs-72267	691	30	be	be	AUX
afs-72267	691	31	as	as	ADV
afs-72267	691	32	important	important	ADJ
afs-72267	691	33	as	as	ADP
afs-72267	691	34	growth	growth	NOUN
afs-72267	691	35	in	in	ADP
afs-72267	691	36	productivity	productivity	NOUN
afs-72267	691	37	.	.	PUNCT
afs-72267	692	1	agricultural	agricultural	ADJ
afs-72267	692	2	research	research	NOUN
afs-72267	692	3	is	be	AUX
afs-72267	692	4	easier	easy	ADJ
afs-72267	692	5	to	to	PART
afs-72267	692	6	evaluate	evaluate	VERB
afs-72267	692	7	in	in	ADP
afs-72267	692	8	this	this	DET
afs-72267	692	9	respect	respect	NOUN
afs-72267	692	10	,	,	PUNCT
afs-72267	692	11	since	since	SCONJ
afs-72267	692	12	the	the	DET
afs-72267	692	13	final	final	ADJ
afs-72267	692	14	products	product	NOUN
afs-72267	692	15	are	be	AUX
afs-72267	692	16	more	more	ADV
afs-72267	692	17	homogeneous	homogeneous	ADJ
afs-72267	692	18	because	because	SCONJ
afs-72267	692	19	the	the	DET
afs-72267	692	20	food	food	NOUN
afs-72267	692	21	industry	industry	NOUN
afs-72267	692	22	is	be	AUX
afs-72267	692	23	not	not	PART
afs-72267	692	24	included	include	VERB
afs-72267	692	25	in	in	ADP
afs-72267	692	26	most	most	ADJ
afs-72267	692	27	of	of	ADP
afs-72267	692	28	the	the	DET
afs-72267	692	29	studies	study	NOUN
afs-72267	692	30	.	.	PUNCT
afs-72267	693	1	in	in	ADP
afs-72267	693	2	connection	connection	NOUN
afs-72267	693	3	with	with	ADP
afs-72267	693	4	rosenberg	rosenberg	PROPN
afs-72267	693	5	’s	’s	PART
afs-72267	693	6	inter	inter	ADJ
afs-72267	693	7	-	-	ADJ
afs-72267	693	8	industry	industry	ADJ
afs-72267	693	9	relationships	relationship	NOUN
afs-72267	693	10	it	it	PRON
afs-72267	693	11	is	be	AUX
afs-72267	693	12	worth	worth	ADJ
afs-72267	693	13	mentioning	mention	VERB
afs-72267	693	14	the	the	DET
afs-72267	693	15	considerable	considerable	ADJ
afs-72267	693	16	importance	importance	NOUN
afs-72267	693	17	of	of	ADP
afs-72267	693	18	the	the	DET
afs-72267	693	19	spillover	spillover	ADJ
afs-72267	693	20	effect	effect	NOUN
afs-72267	693	21	particularly	particularly	ADV
afs-72267	693	22	in	in	ADP
afs-72267	693	23	small	small	ADJ
afs-72267	693	24	countries	country	NOUN
afs-72267	693	25	.	.	PUNCT
afs-72267	694	1	a	a	DET
afs-72267	694	2	large	large	ADJ
afs-72267	694	3	proportion	proportion	NOUN
afs-72267	694	4	of	of	ADP
afs-72267	694	5	the	the	DET
afs-72267	694	6	research	research	NOUN
afs-72267	694	7	results	result	NOUN
afs-72267	694	8	are	be	AUX
afs-72267	694	9	imported	import	VERB
afs-72267	694	10	from	from	ADP
afs-72267	694	11	other	other	ADJ
afs-72267	694	12	countries	country	NOUN
afs-72267	694	13	,	,	PUNCT
afs-72267	694	14	modified	modify	VERB
afs-72267	694	15	only	only	ADV
afs-72267	694	16	to	to	ADP
afs-72267	694	17	a	a	DET
afs-72267	694	18	certain	certain	ADJ
afs-72267	694	19	degree	degree	NOUN
afs-72267	694	20	.	.	PUNCT
afs-72267	695	1	it	it	PRON
afs-72267	695	2	could	could	AUX
afs-72267	695	3	thus	thus	ADV
afs-72267	695	4	be	be	AUX
afs-72267	695	5	argued	argue	VERB
afs-72267	695	6	that	that	SCONJ
afs-72267	695	7	the	the	DET
afs-72267	695	8	wisest	wise	ADJ
afs-72267	695	9	thing	thing	NOUN
afs-72267	695	10	for	for	ADP
afs-72267	695	11	small	small	ADJ
afs-72267	695	12	countries	country	NOUN
afs-72267	695	13	to	to	PART
afs-72267	695	14	do	do	VERB
afs-72267	695	15	would	would	AUX
afs-72267	695	16	be	be	AUX
afs-72267	695	17	to	to	PART
afs-72267	695	18	let	let	VERB
afs-72267	695	19	bigger	big	ADJ
afs-72267	695	20	nations	nation	NOUN
afs-72267	695	21	carry	carry	VERB
afs-72267	695	22	out	out	ADP
afs-72267	695	23	all	all	DET
afs-72267	695	24	research	research	NOUN
afs-72267	695	25	and	and	CCONJ
afs-72267	695	26	only	only	ADV
afs-72267	695	27	to	to	PART
afs-72267	695	28	import	import	VERB
afs-72267	695	29	ready	ready	ADJ
afs-72267	695	30	results	result	NOUN
afs-72267	695	31	.	.	PUNCT
afs-72267	696	1	there	there	PRON
afs-72267	696	2	are	be	VERB
afs-72267	696	3	,	,	PUNCT
afs-72267	696	4	however	however	ADV
afs-72267	696	5	,	,	PUNCT
afs-72267	696	6	two	two	NUM
afs-72267	696	7	functions	function	NOUN
afs-72267	696	8	of	of	ADP
afs-72267	696	9	a	a	DET
afs-72267	696	10	domestic	domestic	ADJ
afs-72267	696	11	research	research	NOUN
afs-72267	696	12	capacity	capacity	NOUN
afs-72267	696	13	that	that	PRON
afs-72267	696	14	can	can	AUX
afs-72267	696	15	not	not	PART
afs-72267	696	16	be	be	AUX
afs-72267	696	17	compensated	compensate	VERB
afs-72267	696	18	,	,	PUNCT
afs-72267	696	19	as	as	SCONJ
afs-72267	696	20	pointed	point	VERB
afs-72267	696	21	out	out	ADP
afs-72267	696	22	by	by	ADP
afs-72267	696	23	edwards	edwards	PROPN
afs-72267	696	24	and	and	CCONJ
afs-72267	696	25	freebairn	freebairn	ADJ
afs-72267	696	26	(	(	PUNCT
afs-72267	696	27	1981	1981	NUM
afs-72267	696	28	)	)	PUNCT
afs-72267	696	29	.	.	PUNCT
afs-72267	697	1	one	one	NUM
afs-72267	697	2	function	function	NOUN
afs-72267	697	3	is	be	AUX
afs-72267	697	4	to	to	PART
afs-72267	697	5	facilitate	facilitate	VERB
afs-72267	697	6	the	the	DET
afs-72267	697	7	utilisation	utilisation	NOUN
afs-72267	697	8	of	of	ADP
afs-72267	697	9	imported	import	VERB
afs-72267	697	10	research	research	NOUN
afs-72267	697	11	results	result	NOUN
afs-72267	697	12	,	,	PUNCT
afs-72267	697	13	both	both	CCONJ
afs-72267	697	14	basic	basic	ADJ
afs-72267	697	15	and	and	CCONJ
afs-72267	697	16	applied	apply	VERB
afs-72267	697	17	.	.	PUNCT
afs-72267	698	1	the	the	DET
afs-72267	698	2	other	other	ADJ
afs-72267	698	3	function	function	NOUN
afs-72267	698	4	is	be	AUX
afs-72267	698	5	to	to	PART
afs-72267	698	6	investigate	investigate	VERB
afs-72267	698	7	those	those	DET
afs-72267	698	8	promising	promising	ADJ
afs-72267	698	9	areas	area	NOUN
afs-72267	698	10	and	and	CCONJ
afs-72267	698	11	specific	specific	ADJ
afs-72267	698	12	problems	problem	NOUN
afs-72267	698	13	which	which	PRON
afs-72267	698	14	are	be	AUX
afs-72267	698	15	not	not	PART
afs-72267	698	16	covered	cover	VERB
afs-72267	698	17	by	by	ADP
afs-72267	698	18	foreign	foreign	ADJ
afs-72267	698	19	research	research	NOUN
afs-72267	698	20	.	.	PUNCT
afs-72267	699	1	feeding	feeding	NOUN
afs-72267	699	2	methods	method	NOUN
afs-72267	699	3	based	base	VERB
afs-72267	699	4	on	on	ADP
afs-72267	699	5	silage	silage	NOUN
afs-72267	699	6	as	as	ADP
afs-72267	699	7	the	the	DET
afs-72267	699	8	main	main	ADJ
afs-72267	699	9	source	source	NOUN
afs-72267	699	10	of	of	ADP
afs-72267	699	11	protein	protein	NOUN
afs-72267	699	12	is	be	AUX
afs-72267	699	13	perhaps	perhaps	ADV
afs-72267	699	14	one	one	NUM
afs-72267	699	15	such	such	ADJ
afs-72267	699	16	from	from	ADP
afs-72267	699	17	finland	finland	PROPN
afs-72267	699	18	.	.	PUNCT
afs-72267	700	1	nevertheless	nevertheless	ADV
afs-72267	700	2	the	the	DET
afs-72267	700	3	problem	problem	NOUN
afs-72267	700	4	of	of	ADP
afs-72267	700	5	how	how	SCONJ
afs-72267	700	6	to	to	PART
afs-72267	700	7	measure	measure	VERB
afs-72267	700	8	the	the	DET
afs-72267	700	9	spillover	spillover	NOUN
afs-72267	700	10	contribution	contribution	NOUN
afs-72267	700	11	from	from	ADP
afs-72267	700	12	abroad	abroad	ADV
afs-72267	700	13	still	still	ADV
afs-72267	700	14	seems	seem	VERB
afs-72267	700	15	to	to	PART
afs-72267	700	16	be	be	AUX
afs-72267	700	17	an	an	DET
afs-72267	700	18	unsolved	unsolved	ADJ
afs-72267	700	19	problem	problem	NOUN
afs-72267	700	20	in	in	ADP
afs-72267	700	21	the	the	DET
afs-72267	700	22	field	field	NOUN
afs-72267	700	23	.	.	PUNCT
afs-72267	701	1	vuori	vuori	NOUN
afs-72267	701	2	(	(	PUNCT
afs-72267	701	3	1984	1984	NUM
afs-72267	701	4	)	)	PUNCT
afs-72267	701	5	argues	argue	VERB
afs-72267	701	6	that	that	SCONJ
afs-72267	701	7	estimates	estimate	NOUN
afs-72267	701	8	may	may	AUX
afs-72267	701	9	be	be	AUX
afs-72267	701	10	too	too	ADV
afs-72267	701	11	high	high	ADJ
afs-72267	701	12	if	if	SCONJ
afs-72267	701	13	one	one	NUM
afs-72267	701	14	or	or	CCONJ
afs-72267	701	15	more	more	ADJ
afs-72267	701	16	variables	variable	NOUN
afs-72267	701	17	indirectly	indirectly	ADV
afs-72267	701	18	affecting	affect	VERB
afs-72267	701	19	productivity	productivity	NOUN
afs-72267	701	20	not	not	PART
afs-72267	701	21	have	have	AUX
afs-72267	701	22	been	be	AUX
afs-72267	701	23	taken	take	VERB
afs-72267	701	24	into	into	ADP
afs-72267	701	25	account	account	NOUN
afs-72267	701	26	.	.	PUNCT
afs-72267	702	1	one	one	NUM
afs-72267	702	2	such	such	ADJ
afs-72267	702	3	variable	variable	NOUN
afs-72267	702	4	could	could	AUX
afs-72267	702	5	be	be	AUX
afs-72267	702	6	the	the	DET
afs-72267	702	7	growth	growth	NOUN
afs-72267	702	8	of	of	ADP
afs-72267	702	9	human	human	ADJ
afs-72267	702	10	capital	capital	NOUN
afs-72267	702	11	.	.	PUNCT
afs-72267	703	1	usually	usually	ADV
afs-72267	703	2	this	this	DET
afs-72267	703	3	factor	factor	NOUN
afs-72267	703	4	is	be	AUX
afs-72267	703	5	attributed	attribute	VERB
afs-72267	703	6	to	to	ADP
afs-72267	703	7	increased	increase	VERB
afs-72267	703	8	education	education	NOUN
afs-72267	703	9	and	and	CCONJ
afs-72267	703	10	increased	increase	VERB
afs-72267	703	11	experience	experience	NOUN
afs-72267	703	12	through	through	ADP
afs-72267	703	13	learning	learn	VERB
afs-72267	703	14	by	by	ADP
afs-72267	703	15	doing	do	VERB
afs-72267	703	16	.	.	PUNCT
afs-72267	704	1	human	human	ADJ
afs-72267	704	2	behaviour	behaviour	NOUN
afs-72267	704	3	,	,	PUNCT
afs-72267	704	4	however	however	ADV
afs-72267	704	5	,	,	PUNCT
afs-72267	704	6	consists	consist	VERB
afs-72267	704	7	of	of	ADP
afs-72267	704	8	many	many	ADJ
afs-72267	704	9	factors	factor	NOUN
afs-72267	704	10	that	that	PRON
afs-72267	704	11	are	be	AUX
afs-72267	704	12	difficult	difficult	ADJ
afs-72267	704	13	to	to	PART
afs-72267	704	14	estimate	estimate	VERB
afs-72267	704	15	.	.	PUNCT
afs-72267	705	1	pasour	pasour	PROPN
afs-72267	705	2	and	and	CCONJ
afs-72267	705	3	johnson	johnson	PROPN
afs-72267	705	4	(	(	PUNCT
afs-72267	705	5	1982	1982	NUM
afs-72267	705	6	)	)	PUNCT
afs-72267	705	7	also	also	ADV
afs-72267	705	8	question	question	VERB
afs-72267	705	9	whether	whether	SCONJ
afs-72267	705	10	the	the	DET
afs-72267	705	11	calculated	calculate	VERB
afs-72267	705	12	rates	rate	NOUN
afs-72267	705	13	of	of	ADP
afs-72267	705	14	return	return	NOUN
afs-72267	705	15	are	be	AUX
afs-72267	705	16	appropriate	appropriate	ADJ
afs-72267	705	17	measures	measure	NOUN
afs-72267	705	18	for	for	ADP
afs-72267	705	19	comparing	compare	VERB
afs-72267	705	20	agricultural	agricultural	ADJ
afs-72267	705	21	research	research	NOUN
afs-72267	705	22	and	and	CCONJ
afs-72267	705	23	other	other	ADJ
afs-72267	705	24	public	public	ADJ
afs-72267	705	25	activities	activity	NOUN
afs-72267	705	26	.	.	PUNCT
afs-72267	706	1	wise	wise	ADJ
afs-72267	706	2	(	(	PUNCT
afs-72267	706	3	1984	1984	NUM
afs-72267	706	4	b	b	NOUN
afs-72267	706	5	)	)	PUNCT
afs-72267	706	6	emphasizes	emphasize	VERB
afs-72267	706	7	that	that	SCONJ
afs-72267	706	8	an	an	DET
afs-72267	706	9	economic	economic	ADJ
afs-72267	706	10	criterion	criterion	NOUN
afs-72267	706	11	of	of	ADP
afs-72267	706	12	welfare	welfare	NOUN
afs-72267	706	13	is	be	AUX
afs-72267	706	14	only	only	ADV
afs-72267	706	15	one	one	NUM
afs-72267	706	16	of	of	ADP
afs-72267	706	17	several	several	ADJ
afs-72267	706	18	possible	possible	ADJ
afs-72267	706	19	criteria	criterion	NOUN
afs-72267	706	20	for	for	ADP
afs-72267	706	21	political	political	ADJ
afs-72267	706	22	decision	decision	NOUN
afs-72267	706	23	-	-	PUNCT
afs-72267	706	24	making	making	NOUN
afs-72267	706	25	.	.	PUNCT
afs-72267	707	1	thus	thus	ADV
afs-72267	707	2	our	our	PRON
afs-72267	707	3	values	value	NOUN
afs-72267	707	4	will	will	AUX
afs-72267	707	5	decide	decide	VERB
afs-72267	707	6	whether	whether	SCONJ
afs-72267	707	7	or	or	CCONJ
afs-72267	707	8	not	not	PART
afs-72267	707	9	this	this	DET
afs-72267	707	10	economic	economic	ADJ
afs-72267	707	11	criterion	criterion	NOUN
afs-72267	707	12	is	be	AUX
afs-72267	707	13	a	a	DET
afs-72267	707	14	sufficient	sufficient	ADJ
afs-72267	707	15	criterion	criterion	NOUN
afs-72267	707	16	.	.	PUNCT
afs-72267	708	1	a	a	DET
afs-72267	708	2	modest	modest	ADJ
afs-72267	708	3	analysis	analysis	NOUN
afs-72267	708	4	of	of	ADP
afs-72267	708	5	the	the	DET
afs-72267	708	6	economic	economic	ADJ
afs-72267	708	7	benefits	benefit	NOUN
afs-72267	708	8	will	will	AUX
afs-72267	708	9	be	be	AUX
afs-72267	708	10	better	well	ADV
afs-72267	708	11	suited	suit	VERB
afs-72267	708	12	to	to	PART
afs-72267	708	13	detect	detect	VERB
afs-72267	708	14	not	not	PART
afs-72267	708	15	only	only	ADV
afs-72267	708	16	the	the	DET
afs-72267	708	17	many	many	ADJ
afs-72267	708	18	logical	logical	ADJ
afs-72267	708	19	pitfalls	pitfall	NOUN
afs-72267	708	20	but	but	CCONJ
afs-72267	708	21	also	also	ADV
afs-72267	708	22	the	the	DET
afs-72267	708	23	influence	influence	NOUN
afs-72267	708	24	of	of	ADP
afs-72267	708	25	value	value	NOUN
afs-72267	708	26	assumptions	assumption	NOUN
afs-72267	708	27	,	,	PUNCT
afs-72267	708	28	and	and	CCONJ
afs-72267	708	29	it	it	PRON
afs-72267	708	30	should	should	AUX
afs-72267	708	31	take	take	VERB
afs-72267	708	32	care	care	NOUN
afs-72267	708	33	not	not	PART
afs-72267	708	34	to	to	PART
afs-72267	708	35	extend	extend	VERB
afs-72267	708	36	the	the	DET
afs-72267	708	37	economic	economic	ADJ
afs-72267	708	38	quantification	quantification	NOUN
afs-72267	708	39	beyond	beyond	ADP
afs-72267	708	40	normative	normative	ADJ
afs-72267	708	41	and	and	CCONJ
afs-72267	708	42	technical	technical	ADJ
afs-72267	708	43	limits	limit	NOUN
afs-72267	708	44	.	.	PUNCT
afs-72267	709	1	2.5.2	2.5.2	NUM
afs-72267	709	2	.	.	PUNCT
afs-72267	710	1	criticism	criticism	NOUN
afs-72267	710	2	of	of	ADP
afs-72267	710	3	the	the	DET
afs-72267	710	4	production	production	NOUN
afs-72267	710	5	function	function	NOUN
afs-72267	710	6	approach	approach	NOUN
afs-72267	710	7	one	one	NUM
afs-72267	710	8	of	of	ADP
afs-72267	710	9	the	the	DET
afs-72267	710	10	most	most	ADV
afs-72267	710	11	difficult	difficult	ADJ
afs-72267	710	12	methodical	methodical	ADJ
afs-72267	710	13	problems	problem	NOUN
afs-72267	710	14	in	in	ADP
afs-72267	710	15	the	the	DET
afs-72267	710	16	production	production	NOUN
afs-72267	710	17	function	function	NOUN
afs-72267	710	18	analysis	analysis	NOUN
afs-72267	710	19	is	be	AUX
afs-72267	710	20	the	the	DET
afs-72267	710	21	collinearity	collinearity	NOUN
afs-72267	710	22	between	between	ADP
afs-72267	710	23	the	the	DET
afs-72267	710	24	research	research	NOUN
afs-72267	710	25	variable	variable	NOUN
afs-72267	710	26	and	and	CCONJ
afs-72267	710	27	other	other	ADJ
afs-72267	710	28	variables	variable	NOUN
afs-72267	710	29	.	.	PUNCT
afs-72267	711	1	according	accord	VERB
afs-72267	711	2	to	to	ADP
afs-72267	711	3	lund	lund	PROPN
afs-72267	711	4	et	et	PROPN
afs-72267	711	5	al	al	PROPN
afs-72267	711	6	.	.	PROPN
afs-72267	712	1	(	(	PUNCT
afs-72267	712	2	1980	1980	NUM
afs-72267	712	3	)	)	PUNCT
afs-72267	712	4	,	,	PUNCT
afs-72267	712	5	this	this	DET
afs-72267	712	6	fact	fact	NOUN
afs-72267	712	7	in	in	ADP
afs-72267	712	8	connection	connection	NOUN
afs-72267	712	9	with	with	ADP
afs-72267	712	10	the	the	DET
afs-72267	712	11	incapacity	incapacity	NOUN
afs-72267	712	12	to	to	PART
afs-72267	712	13	analyze	analyze	VERB
afs-72267	712	14	separate	separate	ADJ
afs-72267	712	15	production	production	NOUN
afs-72267	712	16	branches	branch	NOUN
afs-72267	712	17	has	have	AUX
afs-72267	712	18	led	lead	VERB
afs-72267	712	19	to	to	ADP
afs-72267	712	20	the	the	DET
afs-72267	712	21	conclusion	conclusion	NOUN
afs-72267	712	22	that	that	SCONJ
afs-72267	712	23	the	the	DET
afs-72267	712	24	production	production	NOUN
afs-72267	712	25	function	function	NOUN
afs-72267	712	26	approach	approach	NOUN
afs-72267	712	27	has	have	AUX
afs-72267	712	28	only	only	ADV
afs-72267	712	29	limited	limited	ADJ
afs-72267	712	30	applicability	applicability	NOUN
afs-72267	712	31	.	.	PUNCT
afs-72267	713	1	wise	wise	ADJ
afs-72267	713	2	(	(	PUNCT
afs-72267	713	3	1984	1984	NUM
afs-72267	713	4	b	b	NOUN
afs-72267	713	5	)	)	PUNCT
afs-72267	713	6	reports	report	VERB
afs-72267	713	7	that	that	SCONJ
afs-72267	713	8	re	re	NOUN
afs-72267	713	9	-	-	NOUN
afs-72267	713	10	interpretation	interpretation	NOUN
afs-72267	713	11	of	of	ADP
afs-72267	713	12	several	several	ADJ
afs-72267	713	13	earlier	early	ADJ
afs-72267	713	14	studies	study	NOUN
afs-72267	713	15	reveals	reveal	VERB
afs-72267	713	16	the	the	DET
afs-72267	713	17	estimated	estimate	VERB
afs-72267	713	18	rates	rate	NOUN
afs-72267	713	19	of	of	ADP
afs-72267	713	20	return	return	NOUN
afs-72267	713	21	to	to	PART
afs-72267	713	22	have	have	AUX
afs-72267	713	23	been	be	AUX
afs-72267	713	24	considerably	considerably	ADV
afs-72267	713	25	lower	low	ADJ
afs-72267	713	26	in	in	ADP
afs-72267	713	27	reality	reality	NOUN
afs-72267	713	28	.	.	PUNCT
afs-72267	714	1	according	accord	VERB
afs-72267	714	2	to	to	ADP
afs-72267	714	3	him	he	PRON
afs-72267	714	4	,	,	PUNCT
afs-72267	714	5	both	both	DET
afs-72267	714	6	production	production	NOUN
afs-72267	714	7	function	function	NOUN
afs-72267	714	8	analysis	analysis	NOUN
afs-72267	714	9	and	and	CCONJ
afs-72267	714	10	the	the	DET
afs-72267	714	11	welfare	welfare	NOUN
afs-72267	714	12	economics	economic	NOUN
afs-72267	714	13	approach	approach	NOUN
afs-72267	714	14	have	have	AUX
afs-72267	714	15	used	use	VERB
afs-72267	714	16	relatively	relatively	ADV
afs-72267	714	17	simple	simple	ADJ
afs-72267	714	18	models	model	NOUN
afs-72267	714	19	which	which	PRON
afs-72267	714	20	are	be	AUX
afs-72267	714	21	insufficient	insufficient	ADJ
afs-72267	714	22	.	.	PUNCT
afs-72267	715	1	they	they	PRON
afs-72267	715	2	are	be	AUX
afs-72267	715	3	inadequate	inadequate	ADJ
afs-72267	715	4	in	in	ADP
afs-72267	715	5	explaining	explain	VERB
afs-72267	715	6	how	how	SCONJ
afs-72267	715	7	research	research	NOUN
afs-72267	715	8	affects	affect	VERB
afs-72267	715	9	the	the	DET
afs-72267	715	10	system	system	NOUN
afs-72267	715	11	it	it	PRON
afs-72267	715	12	is	be	AUX
afs-72267	715	13	part	part	NOUN
afs-72267	715	14	of	of	ADP
afs-72267	715	15	.	.	PUNCT
afs-72267	716	1	wise	wise	ADJ
afs-72267	716	2	points	point	VERB
afs-72267	716	3	out	out	ADP
afs-72267	716	4	that	that	SCONJ
afs-72267	716	5	the	the	DET
afs-72267	716	6	marginal	marginal	ADJ
afs-72267	716	7	product	product	NOUN
afs-72267	716	8	was	be	AUX
afs-72267	716	9	calculated	calculate	VERB
afs-72267	716	10	as	as	ADP
afs-72267	716	11	b	b	PROPN
afs-72267	716	12	q	q	NOUN
afs-72267	716	13	/	/	SYM
afs-72267	716	14	r	r	NOUN
afs-72267	716	15	in	in	ADP
afs-72267	716	16	peterson	peterson	PROPN
afs-72267	716	17	’s	’s	PART
afs-72267	716	18	(	(	PUNCT
afs-72267	716	19	1967	1967	NUM
afs-72267	716	20	)	)	PUNCT
afs-72267	716	21	280	280	NUM
afs-72267	716	22	production	production	NOUN
afs-72267	716	23	function	function	NOUN
afs-72267	716	24	study	study	NOUN
afs-72267	716	25	of	of	ADP
afs-72267	716	26	poultry	poultry	NOUN
afs-72267	716	27	research	research	NOUN
afs-72267	716	28	in	in	ADP
afs-72267	716	29	the	the	DET
afs-72267	716	30	usa	usa	PROPN
afs-72267	716	31	.	.	PUNCT
afs-72267	717	1	here	here	ADV
afs-72267	717	2	b	b	NOUN
afs-72267	717	3	represents	represent	VERB
afs-72267	717	4	the	the	DET
afs-72267	717	5	index	index	NOUN
afs-72267	717	6	for	for	ADP
afs-72267	717	7	the	the	DET
afs-72267	717	8	research	research	NOUN
afs-72267	717	9	variable	variable	NOUN
afs-72267	717	10	in	in	ADP
afs-72267	717	11	the	the	DET
afs-72267	717	12	production	production	NOUN
afs-72267	717	13	function	function	NOUN
afs-72267	717	14	and	and	CCONJ
afs-72267	717	15	r	r	X
afs-72267	717	16	/	/	SYM
afs-72267	717	17	q	q	NOUN
afs-72267	717	18	the	the	DET
afs-72267	717	19	value	value	NOUN
afs-72267	717	20	of	of	ADP
afs-72267	717	21	the	the	DET
afs-72267	717	22	research	research	NOUN
afs-72267	717	23	input	input	NOUN
afs-72267	717	24	in	in	ADP
afs-72267	717	25	relation	relation	NOUN
afs-72267	717	26	to	to	ADP
afs-72267	717	27	the	the	DET
afs-72267	717	28	output	output	NOUN
afs-72267	717	29	.	.	PUNCT
afs-72267	718	1	a	a	DET
afs-72267	718	2	ten	ten	NUM
afs-72267	718	3	-	-	PUNCT
afs-72267	718	4	year	year	NOUN
afs-72267	718	5	lag	lag	NOUN
afs-72267	718	6	was	be	AUX
afs-72267	718	7	incorporated	incorporate	VERB
afs-72267	718	8	.	.	PUNCT
afs-72267	719	1	according	accord	VERB
afs-72267	719	2	to	to	ADP
afs-72267	719	3	wise	wise	PROPN
afs-72267	719	4	,	,	PUNCT
afs-72267	719	5	the	the	DET
afs-72267	719	6	model	model	NOUN
afs-72267	719	7	is	be	AUX
afs-72267	719	8	faulty	faulty	ADJ
afs-72267	719	9	.	.	PUNCT
afs-72267	720	1	he	he	PRON
afs-72267	720	2	argues	argue	VERB
afs-72267	720	3	that	that	SCONJ
afs-72267	720	4	the	the	DET
afs-72267	720	5	marginal	marginal	ADJ
afs-72267	720	6	product	product	NOUN
afs-72267	720	7	should	should	AUX
afs-72267	720	8	be	be	AUX
afs-72267	720	9	calculated	calculate	VERB
afs-72267	720	10	as	as	ADP
afs-72267	720	11	b	b	PROPN
afs-72267	720	12	q	q	X
afs-72267	720	13	/	/	SYM
afs-72267	720	14	rn	rn	PROPN
afs-72267	720	15	,	,	PUNCT
afs-72267	720	16	where	where	SCONJ
afs-72267	720	17	n	n	PRON
afs-72267	720	18	is	be	AUX
afs-72267	720	19	the	the	DET
afs-72267	720	20	number	number	NOUN
afs-72267	720	21	of	of	ADP
afs-72267	720	22	years	year	NOUN
afs-72267	720	23	over	over	ADP
afs-72267	720	24	which	which	PRON
afs-72267	720	25	the	the	DET
afs-72267	720	26	original	original	ADJ
afs-72267	720	27	research	research	NOUN
afs-72267	720	28	continues	continue	VERB
afs-72267	720	29	to	to	PART
afs-72267	720	30	affect	affect	VERB
afs-72267	720	31	output	output	NOUN
afs-72267	720	32	.	.	PUNCT
afs-72267	721	1	if	if	SCONJ
afs-72267	721	2	n	n	PRON
afs-72267	721	3	is	be	AUX
afs-72267	721	4	infinite	infinite	ADJ
afs-72267	721	5	,	,	PUNCT
afs-72267	721	6	the	the	DET
afs-72267	721	7	marginal	marginal	ADJ
afs-72267	721	8	product	product	NOUN
afs-72267	721	9	approaches	approach	VERB
afs-72267	721	10	zero	zero	NUM
afs-72267	721	11	.	.	PUNCT
afs-72267	722	1	should	should	AUX
afs-72267	722	2	wise	wise	VERB
afs-72267	722	3	’s	’s	PART
afs-72267	722	4	criticism	criticism	NOUN
afs-72267	722	5	be	be	AUX
afs-72267	722	6	justifiable	justifiable	ADJ
afs-72267	722	7	at	at	ADP
afs-72267	722	8	this	this	DET
afs-72267	722	9	point	point	NOUN
afs-72267	722	10	,	,	PUNCT
afs-72267	722	11	the	the	DET
afs-72267	722	12	estimated	estimate	VERB
afs-72267	722	13	value	value	NOUN
afs-72267	722	14	of	of	ADP
afs-72267	722	15	the	the	DET
afs-72267	722	16	marginal	marginal	ADJ
afs-72267	722	17	product	product	NOUN
afs-72267	722	18	is	be	AUX
afs-72267	722	19	highly	highly	ADV
afs-72267	722	20	overestimated	overestimated	ADJ
afs-72267	722	21	.	.	PUNCT
afs-72267	723	1	but	but	CCONJ
afs-72267	723	2	it	it	PRON
afs-72267	723	3	seems	seem	VERB
afs-72267	723	4	hard	hard	ADJ
afs-72267	723	5	to	to	PART
afs-72267	723	6	understand	understand	VERB
afs-72267	723	7	the	the	DET
afs-72267	723	8	criticism	criticism	NOUN
afs-72267	723	9	,	,	PUNCT
afs-72267	723	10	since	since	SCONJ
afs-72267	723	11	b	b	NOUN
afs-72267	723	12	represents	represent	VERB
afs-72267	723	13	the	the	DET
afs-72267	723	14	elasticity	elasticity	NOUN
afs-72267	723	15	of	of	ADP
afs-72267	723	16	production	production	NOUN
afs-72267	723	17	in	in	ADP
afs-72267	723	18	the	the	DET
afs-72267	723	19	cobbdouglas	cobbdouglas	PROPN
afs-72267	723	20	function	function	NOUN
afs-72267	723	21	.	.	PUNCT
afs-72267	724	1	according	accord	VERB
afs-72267	724	2	to	to	ADP
afs-72267	724	3	the	the	DET
afs-72267	724	4	definition	definition	NOUN
afs-72267	724	5	of	of	ADP
afs-72267	724	6	elasticity	elasticity	NOUN
afs-72267	724	7	,	,	PUNCT
afs-72267	724	8	it	it	PRON
afs-72267	724	9	shows	show	VERB
afs-72267	724	10	the	the	DET
afs-72267	724	11	percentage	percentage	NOUN
afs-72267	724	12	change	change	NOUN
afs-72267	724	13	in	in	ADP
afs-72267	724	14	production	production	NOUN
afs-72267	724	15	when	when	SCONJ
afs-72267	724	16	research	research	NOUN
afs-72267	724	17	input	input	NOUN
afs-72267	724	18	is	be	AUX
afs-72267	724	19	changed	change	VERB
afs-72267	724	20	by	by	ADP
afs-72267	724	21	1	1	NUM
afs-72267	724	22	%	%	NOUN
afs-72267	724	23	.	.	PUNCT
afs-72267	725	1	it	it	PRON
afs-72267	725	2	is	be	AUX
afs-72267	725	3	difficult	difficult	ADJ
afs-72267	725	4	to	to	PART
afs-72267	725	5	understand	understand	VERB
afs-72267	725	6	why	why	SCONJ
afs-72267	725	7	this	this	DET
afs-72267	725	8	change	change	NOUN
afs-72267	725	9	should	should	AUX
afs-72267	725	10	be	be	AUX
afs-72267	725	11	divided	divide	VERB
afs-72267	725	12	by	by	ADP
afs-72267	725	13	the	the	DET
afs-72267	725	14	number	number	NOUN
afs-72267	725	15	of	of	ADP
afs-72267	725	16	years	year	NOUN
afs-72267	725	17	the	the	DET
afs-72267	725	18	research	research	NOUN
afs-72267	725	19	affects	affect	VERB
afs-72267	725	20	output	output	NOUN
afs-72267	725	21	.	.	PUNCT
afs-72267	726	1	peterson	peterson	NOUN
afs-72267	726	2	(	(	PUNCT
afs-72267	726	3	1985	1985	NUM
afs-72267	726	4	)	)	PUNCT
afs-72267	726	5	calls	call	VERB
afs-72267	726	6	attention	attention	NOUN
afs-72267	726	7	to	to	ADP
afs-72267	726	8	the	the	DET
afs-72267	726	9	conventional	conventional	ADJ
afs-72267	726	10	inputs	input	NOUN
afs-72267	726	11	in	in	ADP
afs-72267	726	12	the	the	DET
afs-72267	726	13	production	production	NOUN
afs-72267	726	14	function	function	NOUN
afs-72267	726	15	.	.	PUNCT
afs-72267	727	1	if	if	SCONJ
afs-72267	727	2	they	they	PRON
afs-72267	727	3	have	have	AUX
afs-72267	727	4	not	not	PART
afs-72267	727	5	been	be	AUX
afs-72267	727	6	corrected	correct	VERB
afs-72267	727	7	for	for	ADP
afs-72267	727	8	a	a	DET
afs-72267	727	9	change	change	NOUN
afs-72267	727	10	in	in	ADP
afs-72267	727	11	quality	quality	NOUN
afs-72267	727	12	,	,	PUNCT
afs-72267	727	13	the	the	DET
afs-72267	727	14	research	research	NOUN
afs-72267	727	15	variable	variable	NOUN
afs-72267	727	16	will	will	AUX
afs-72267	727	17	pick	pick	VERB
afs-72267	727	18	up	up	ADP
afs-72267	727	19	these	these	DET
afs-72267	727	20	quality	quality	NOUN
afs-72267	727	21	improvements	improvement	NOUN
afs-72267	727	22	.	.	PUNCT
afs-72267	728	1	as	as	SCONJ
afs-72267	728	2	the	the	DET
afs-72267	728	3	quality	quality	NOUN
afs-72267	728	4	of	of	ADP
afs-72267	728	5	fertilizer	fertilizer	NOUN
afs-72267	728	6	,	,	PUNCT
afs-72267	728	7	buildings	building	NOUN
afs-72267	728	8	and	and	CCONJ
afs-72267	728	9	other	other	ADJ
afs-72267	728	10	external	external	ADJ
afs-72267	728	11	inputs	input	NOUN
afs-72267	728	12	has	have	AUX
afs-72267	728	13	risen	rise	VERB
afs-72267	728	14	faster	fast	ADV
afs-72267	728	15	than	than	ADP
afs-72267	728	16	their	their	PRON
afs-72267	728	17	prices	price	NOUN
afs-72267	728	18	,	,	PUNCT
afs-72267	728	19	these	these	DET
afs-72267	728	20	changes	change	NOUN
afs-72267	728	21	will	will	AUX
afs-72267	728	22	influence	influence	VERB
afs-72267	728	23	output	output	NOUN
afs-72267	728	24	.	.	PUNCT
afs-72267	729	1	if	if	SCONJ
afs-72267	729	2	the	the	DET
afs-72267	729	3	research	research	NOUN
afs-72267	729	4	variable	variable	NOUN
afs-72267	729	5	only	only	ADV
afs-72267	729	6	measures	measure	VERB
afs-72267	729	7	public	public	ADJ
afs-72267	729	8	research	research	NOUN
afs-72267	729	9	,	,	PUNCT
afs-72267	729	10	the	the	DET
afs-72267	729	11	effects	effect	NOUN
afs-72267	729	12	of	of	ADP
afs-72267	729	13	private	private	ADJ
afs-72267	729	14	research	research	NOUN
afs-72267	729	15	will	will	AUX
afs-72267	729	16	be	be	AUX
afs-72267	729	17	included	include	VERB
afs-72267	729	18	incorrectly	incorrectly	ADV
afs-72267	729	19	.	.	PUNCT
afs-72267	730	1	these	these	DET
afs-72267	730	2	changes	change	NOUN
afs-72267	730	3	in	in	ADP
afs-72267	730	4	the	the	DET
afs-72267	730	5	quality	quality	NOUN
afs-72267	730	6	of	of	ADP
afs-72267	730	7	inputs	input	NOUN
afs-72267	730	8	are	be	AUX
afs-72267	730	9	hard	hard	ADJ
afs-72267	730	10	to	to	PART
afs-72267	730	11	measure	measure	VERB
afs-72267	730	12	if	if	SCONJ
afs-72267	730	13	only	only	ADV
afs-72267	730	14	the	the	DET
afs-72267	730	15	publicly	publicly	ADV
afs-72267	730	16	funded	fund	VERB
afs-72267	730	17	research	research	NOUN
afs-72267	730	18	is	be	AUX
afs-72267	730	19	taken	take	VERB
afs-72267	730	20	into	into	ADP
afs-72267	730	21	account	account	NOUN
afs-72267	730	22	.	.	PUNCT
afs-72267	731	1	this	this	DET
afs-72267	731	2	argument	argument	NOUN
afs-72267	731	3	is	be	AUX
afs-72267	731	4	a	a	DET
afs-72267	731	5	call	call	NOUN
afs-72267	731	6	to	to	PART
afs-72267	731	7	pay	pay	VERB
afs-72267	731	8	explicit	explicit	ADJ
afs-72267	731	9	attention	attention	NOUN
afs-72267	731	10	,	,	PUNCT
afs-72267	731	11	in	in	ADP
afs-72267	731	12	one	one	NUM
afs-72267	731	13	way	way	NOUN
afs-72267	731	14	or	or	CCONJ
afs-72267	731	15	another	another	PRON
afs-72267	731	16	,	,	PUNCT
afs-72267	731	17	to	to	ADP
afs-72267	731	18	private	private	ADJ
afs-72267	731	19	research	research	NOUN
afs-72267	731	20	in	in	ADP
afs-72267	731	21	the	the	DET
afs-72267	731	22	models	model	NOUN
afs-72267	731	23	.	.	PUNCT
afs-72267	732	1	on	on	ADP
afs-72267	732	2	the	the	DET
afs-72267	732	3	other	other	ADJ
afs-72267	732	4	hand	hand	NOUN
afs-72267	732	5	,	,	PUNCT
afs-72267	732	6	expenditures	expenditure	NOUN
afs-72267	732	7	for	for	ADP
afs-72267	732	8	private	private	ADJ
afs-72267	732	9	research	research	NOUN
afs-72267	732	10	are	be	AUX
afs-72267	732	11	included	include	VERB
afs-72267	732	12	in	in	ADP
afs-72267	732	13	the	the	DET
afs-72267	732	14	prices	price	NOUN
afs-72267	732	15	of	of	ADP
afs-72267	732	16	products	product	NOUN
afs-72267	732	17	.	.	PUNCT
afs-72267	733	1	farmers	farmer	NOUN
afs-72267	733	2	thus	thus	ADV
afs-72267	733	3	actually	actually	ADV
afs-72267	733	4	pay	pay	VERB
afs-72267	733	5	for	for	ADP
afs-72267	733	6	private	private	ADJ
afs-72267	733	7	research	research	NOUN
afs-72267	733	8	.	.	PUNCT
afs-72267	734	1	thus	thus	ADV
afs-72267	734	2	the	the	DET
afs-72267	734	3	problem	problem	NOUN
afs-72267	734	4	of	of	ADP
afs-72267	734	5	taking	take	VERB
afs-72267	734	6	private	private	ADJ
afs-72267	734	7	research	research	NOUN
afs-72267	734	8	expenditures	expenditure	NOUN
afs-72267	734	9	into	into	ADP
afs-72267	734	10	account	account	NOUN
afs-72267	734	11	is	be	AUX
afs-72267	734	12	not	not	PART
afs-72267	734	13	self	self	NOUN
afs-72267	734	14	-	-	PUNCT
afs-72267	734	15	evident	evident	ADJ
afs-72267	734	16	if	if	SCONJ
afs-72267	734	17	a	a	DET
afs-72267	734	18	variable	variable	NOUN
afs-72267	734	19	for	for	ADP
afs-72267	734	20	external	external	ADJ
afs-72267	734	21	inputs	input	NOUN
afs-72267	734	22	is	be	AUX
afs-72267	734	23	included	include	VERB
afs-72267	734	24	in	in	ADP
afs-72267	734	25	the	the	DET
afs-72267	734	26	production	production	NOUN
afs-72267	734	27	function	function	NOUN
afs-72267	734	28	.	.	PUNCT
afs-72267	735	1	depending	depend	VERB
afs-72267	735	2	on	on	ADP
afs-72267	735	3	which	which	DET
afs-72267	735	4	view	view	NOUN
afs-72267	735	5	is	be	AUX
afs-72267	735	6	accepted	accept	VERB
afs-72267	735	7	,	,	PUNCT
afs-72267	735	8	private	private	ADJ
afs-72267	735	9	research	research	NOUN
afs-72267	735	10	is	be	AUX
afs-72267	735	11	either	either	CCONJ
afs-72267	735	12	included	include	VERB
afs-72267	735	13	or	or	CCONJ
afs-72267	735	14	omitted	omit	VERB
afs-72267	735	15	.	.	PUNCT
afs-72267	736	1	vuori	vuori	NOUN
afs-72267	736	2	(	(	PUNCT
afs-72267	736	3	1984	1984	NUM
afs-72267	736	4	)	)	PUNCT
afs-72267	736	5	calls	call	VERB
afs-72267	736	6	attention	attention	NOUN
afs-72267	736	7	to	to	ADP
afs-72267	736	8	the	the	DET
afs-72267	736	9	treatment	treatment	NOUN
afs-72267	736	10	and	and	CCONJ
afs-72267	736	11	content	content	NOUN
afs-72267	736	12	of	of	ADP
afs-72267	736	13	the	the	DET
afs-72267	736	14	research	research	NOUN
afs-72267	736	15	variable	variable	NOUN
afs-72267	736	16	which	which	PRON
afs-72267	736	17	,	,	PUNCT
afs-72267	736	18	she	she	PRON
afs-72267	736	19	thinks	think	VERB
afs-72267	736	20	,	,	PUNCT
afs-72267	736	21	considerably	considerably	ADV
afs-72267	736	22	influences	influence	VERB
afs-72267	736	23	estimated	estimate	VERB
afs-72267	736	24	returns	return	NOUN
afs-72267	736	25	.	.	PUNCT
afs-72267	737	1	it	it	PRON
afs-72267	737	2	is	be	AUX
afs-72267	737	3	especially	especially	ADV
afs-72267	737	4	difficult	difficult	ADJ
afs-72267	737	5	to	to	PART
afs-72267	737	6	value	value	VERB
afs-72267	737	7	how	how	SCONJ
afs-72267	737	8	the	the	DET
afs-72267	737	9	effects	effect	NOUN
afs-72267	737	10	of	of	ADP
afs-72267	737	11	research	research	NOUN
afs-72267	737	12	are	be	AUX
afs-72267	737	13	distributed	distribute	VERB
afs-72267	737	14	among	among	ADP
afs-72267	737	15	individual	individual	ADJ
afs-72267	737	16	years	year	NOUN
afs-72267	737	17	.	.	PUNCT
afs-72267	738	1	in	in	ADP
afs-72267	738	2	her	her	PRON
afs-72267	738	3	own	own	ADJ
afs-72267	738	4	study	study	NOUN
afs-72267	738	5	on	on	ADP
afs-72267	738	6	the	the	DET
afs-72267	738	7	rates	rate	NOUN
afs-72267	738	8	of	of	ADP
afs-72267	738	9	return	return	NOUN
afs-72267	738	10	from	from	ADP
afs-72267	738	11	industrial	industrial	ADJ
afs-72267	738	12	research	research	NOUN
afs-72267	738	13	in	in	ADP
afs-72267	738	14	finland	finland	PROPN
afs-72267	738	15	and	and	CCONJ
afs-72267	738	16	sweden	sweden	PROPN
afs-72267	738	17	in	in	ADP
afs-72267	738	18	1964—1980	1964—1980	NUM
afs-72267	738	19	vuori	vuori	NOUN
afs-72267	738	20	used	use	VERB
afs-72267	738	21	geometrically	geometrically	ADV
afs-72267	738	22	distributed	distribute	VERB
afs-72267	738	23	lags	lag	NOUN
afs-72267	738	24	and	and	CCONJ
afs-72267	738	25	an	an	DET
afs-72267	738	26	almon	almon	PROPN
afs-72267	738	27	lag	lag	NOUN
afs-72267	738	28	of	of	ADP
afs-72267	738	29	second	second	ADJ
afs-72267	738	30	degree	degree	NOUN
afs-72267	738	31	.	.	PUNCT
afs-72267	739	1	still	still	ADV
afs-72267	739	2	one	one	NUM
afs-72267	739	3	more	more	ADJ
afs-72267	739	4	difficulty	difficulty	NOUN
afs-72267	739	5	,	,	PUNCT
afs-72267	739	6	vuori	vuori	NOUN
afs-72267	739	7	states	state	NOUN
afs-72267	739	8	,	,	PUNCT
afs-72267	739	9	is	be	AUX
afs-72267	739	10	the	the	DET
afs-72267	739	11	aggregation	aggregation	NOUN
afs-72267	739	12	of	of	ADP
afs-72267	739	13	research	research	NOUN
afs-72267	739	14	expenditures	expenditure	NOUN
afs-72267	739	15	.	.	PUNCT
afs-72267	740	1	different	different	ADJ
afs-72267	740	2	types	type	NOUN
afs-72267	740	3	of	of	ADP
afs-72267	740	4	research	research	NOUN
afs-72267	740	5	have	have	VERB
afs-72267	740	6	different	different	ADJ
afs-72267	740	7	lengths	length	NOUN
afs-72267	740	8	of	of	ADP
afs-72267	740	9	lags	lag	NOUN
afs-72267	740	10	;	;	PUNCT
afs-72267	740	11	in	in	ADP
afs-72267	740	12	other	other	ADJ
afs-72267	740	13	words	word	NOUN
afs-72267	740	14	the	the	DET
afs-72267	740	15	time	time	NOUN
afs-72267	740	16	lags	lag	VERB
afs-72267	740	17	are	be	AUX
afs-72267	740	18	assymetric	assymetric	ADJ
afs-72267	740	19	.	.	PUNCT
afs-72267	741	1	the	the	DET
afs-72267	741	2	difficulties	difficulty	NOUN
afs-72267	741	3	in	in	ADP
afs-72267	741	4	estimating	estimate	VERB
afs-72267	741	5	the	the	DET
afs-72267	741	6	profitability	profitability	NOUN
afs-72267	741	7	of	of	ADP
afs-72267	741	8	industrial	industrial	ADJ
afs-72267	741	9	research	research	NOUN
afs-72267	741	10	are	be	AUX
afs-72267	741	11	further	far	ADV
afs-72267	741	12	aggravated	aggravate	VERB
afs-72267	741	13	by	by	ADP
afs-72267	741	14	the	the	DET
afs-72267	741	15	disparity	disparity	NOUN
afs-72267	741	16	between	between	ADP
afs-72267	741	17	different	different	ADJ
afs-72267	741	18	industries	industry	NOUN
afs-72267	741	19	,	,	PUNCT
afs-72267	741	20	a	a	DET
afs-72267	741	21	cicumstance	cicumstance	NOUN
afs-72267	741	22	which	which	PRON
afs-72267	741	23	does	do	AUX
afs-72267	741	24	not	not	PART
afs-72267	741	25	concern	concern	VERB
afs-72267	741	26	agricultural	agricultural	ADJ
afs-72267	741	27	research	research	NOUN
afs-72267	741	28	to	to	ADP
afs-72267	741	29	the	the	DET
afs-72267	741	30	same	same	ADJ
afs-72267	741	31	degree	degree	NOUN
afs-72267	741	32	.	.	PUNCT
afs-72267	742	1	2.5.3	2.5.3	NUM
afs-72267	742	2	.	.	PUNCT
afs-72267	743	1	criticism	criticism	NOUN
afs-72267	743	2	of	of	ADP
afs-72267	743	3	the	the	DET
afs-72267	743	4	welfare	welfare	NOUN
afs-72267	743	5	economics	economics	PROPN
afs-72267	743	6	approach	approach	PROPN
afs-72267	743	7	pinstrup	pinstrup	NOUN
afs-72267	743	8	-	-	PUNCT
afs-72267	743	9	andersen	andersen	PROPN
afs-72267	743	10	(	(	PUNCT
afs-72267	743	11	1979	1979	NUM
afs-72267	743	12	)	)	PUNCT
afs-72267	743	13	states	state	VERB
afs-72267	743	14	that	that	SCONJ
afs-72267	743	15	a	a	DET
afs-72267	743	16	considerable	considerable	ADJ
afs-72267	743	17	portion	portion	NOUN
afs-72267	743	18	of	of	ADP
afs-72267	743	19	the	the	DET
afs-72267	743	20	studies	study	NOUN
afs-72267	743	21	on	on	ADP
afs-72267	743	22	how	how	SCONJ
afs-72267	743	23	the	the	DET
afs-72267	743	24	returns	return	NOUN
afs-72267	743	25	from	from	ADP
afs-72267	743	26	research	research	NOUN
afs-72267	743	27	have	have	AUX
afs-72267	743	28	been	be	AUX
afs-72267	743	29	distributed	distribute	VERB
afs-72267	743	30	between	between	ADP
afs-72267	743	31	consumers	consumer	NOUN
afs-72267	743	32	and	and	CCONJ
afs-72267	743	33	producers	producer	NOUN
afs-72267	743	34	are	be	AUX
afs-72267	743	35	based	base	VERB
afs-72267	743	36	on	on	ADP
afs-72267	743	37	incomplete	incomplete	ADJ
afs-72267	743	38	analysis	analysis	NOUN
afs-72267	743	39	.	.	PUNCT
afs-72267	744	1	various	various	ADJ
afs-72267	744	2	supply	supply	NOUN
afs-72267	744	3	curves	curve	NOUN
afs-72267	744	4	of	of	ADP
afs-72267	744	5	production	production	NOUN
afs-72267	744	6	costs	cost	NOUN
afs-72267	744	7	should	should	AUX
afs-72267	744	8	be	be	AUX
afs-72267	744	9	considered	consider	VERB
afs-72267	744	10	in	in	ADP
afs-72267	744	11	order	order	NOUN
afs-72267	744	12	to	to	PART
afs-72267	744	13	observe	observe	VERB
afs-72267	744	14	the	the	DET
afs-72267	744	15	division	division	NOUN
afs-72267	744	16	of	of	ADP
afs-72267	744	17	producers	producer	NOUN
afs-72267	744	18	’	'	PUNCT
afs-72267	744	19	surplus	surplus	NOUN
afs-72267	744	20	between	between	ADP
afs-72267	744	21	separate	separate	ADJ
afs-72267	744	22	groups	group	NOUN
afs-72267	744	23	of	of	ADP
afs-72267	744	24	farmers	farmer	NOUN
afs-72267	744	25	.	.	PUNCT
afs-72267	745	1	however	however	ADV
afs-72267	745	2	,	,	PUNCT
afs-72267	745	3	he	he	PRON
afs-72267	745	4	contends	contend	VERB
afs-72267	745	5	that	that	SCONJ
afs-72267	745	6	distributional	distributional	ADJ
afs-72267	745	7	issues	issue	NOUN
afs-72267	745	8	are	be	AUX
afs-72267	745	9	more	more	ADV
afs-72267	745	10	easily	easily	ADV
afs-72267	745	11	dealt	deal	VERB
afs-72267	745	12	with	with	ADP
afs-72267	745	13	through	through	ADP
afs-72267	745	14	political	political	ADJ
afs-72267	745	15	measures	measure	NOUN
afs-72267	745	16	than	than	ADP
afs-72267	745	17	through	through	ADP
afs-72267	745	18	research	research	NOUN
afs-72267	745	19	.	.	PUNCT
afs-72267	746	1	there	there	PRON
afs-72267	746	2	is	be	VERB
afs-72267	746	3	a	a	DET
afs-72267	746	4	significant	significant	ADJ
afs-72267	746	5	difference	difference	NOUN
afs-72267	746	6	between	between	ADP
afs-72267	746	7	an	an	DET
afs-72267	746	8	open	open	ADJ
afs-72267	746	9	and	and	CCONJ
afs-72267	746	10	a	a	DET
afs-72267	746	11	closed	closed	ADJ
afs-72267	746	12	economy	economy	NOUN
afs-72267	746	13	.	.	PUNCT
afs-72267	747	1	in	in	ADP
afs-72267	747	2	countries	country	NOUN
afs-72267	747	3	where	where	SCONJ
afs-72267	747	4	technological	technological	ADJ
afs-72267	747	5	change	change	NOUN
afs-72267	747	6	has	have	AUX
afs-72267	747	7	contributed	contribute	VERB
afs-72267	747	8	to	to	ADP
afs-72267	747	9	production	production	NOUN
afs-72267	747	10	growth	growth	NOUN
afs-72267	747	11	but	but	CCONJ
afs-72267	747	12	where	where	SCONJ
afs-72267	747	13	export	export	NOUN
afs-72267	747	14	possibilities	possibility	NOUN
afs-72267	747	15	are	be	AUX
afs-72267	747	16	limited	limit	VERB
afs-72267	747	17	because	because	SCONJ
afs-72267	747	18	of	of	ADP
afs-72267	747	19	unprofitable	unprofitable	ADJ
afs-72267	747	20	price	price	NOUN
afs-72267	747	21	relations	relation	NOUN
afs-72267	747	22	,	,	PUNCT
afs-72267	747	23	the	the	DET
afs-72267	747	24	situation	situation	NOUN
afs-72267	747	25	is	be	AUX
afs-72267	747	26	near	near	ADP
afs-72267	747	27	that	that	PRON
afs-72267	747	28	of	of	ADP
afs-72267	747	29	a	a	DET
afs-72267	747	30	closed	closed	ADJ
afs-72267	747	31	economy	economy	NOUN
afs-72267	747	32	.	.	PUNCT
afs-72267	748	1	wise	wise	ADJ
afs-72267	748	2	(	(	PUNCT
afs-72267	748	3	1981	1981	NUM
afs-72267	748	4	,	,	PUNCT
afs-72267	748	5	1984	1984	NUM
afs-72267	748	6	a	a	PRON
afs-72267	748	7	,	,	PUNCT
afs-72267	748	8	1984	1984	NUM
afs-72267	748	9	b	b	NOUN
afs-72267	748	10	)	)	PUNCT
afs-72267	748	11	has	have	AUX
afs-72267	748	12	stated	state	VERB
afs-72267	748	13	that	that	SCONJ
afs-72267	748	14	methods	method	NOUN
afs-72267	748	15	based	base	VERB
afs-72267	748	16	on	on	ADP
afs-72267	748	17	consumers	consumer	NOUN
afs-72267	748	18	’	'	PUNCT
afs-72267	748	19	and	and	CCONJ
afs-72267	748	20	producers	producer	NOUN
afs-72267	748	21	’	’	PART
afs-72267	748	22	surpluses	surplus	NOUN
afs-72267	748	23	have	have	AUX
afs-72267	748	24	been	be	AUX
afs-72267	748	25	too	too	ADV
afs-72267	748	26	simple	simple	ADJ
afs-72267	748	27	.	.	PUNCT
afs-72267	749	1	he	he	PRON
afs-72267	749	2	considers	consider	VERB
afs-72267	749	3	the	the	DET
afs-72267	749	4	internal	internal	ADJ
afs-72267	749	5	rate	rate	NOUN
afs-72267	749	6	of	of	ADP
afs-72267	749	7	return	return	NOUN
afs-72267	749	8	to	to	PART
afs-72267	749	9	be	be	AUX
afs-72267	749	10	an	an	DET
afs-72267	749	11	inappropriate	inappropriate	ADJ
afs-72267	749	12	measure	measure	NOUN
afs-72267	749	13	for	for	ADP
afs-72267	749	14	the	the	DET
afs-72267	749	15	economic	economic	ADJ
afs-72267	749	16	utility	utility	NOUN
afs-72267	749	17	of	of	ADP
afs-72267	749	18	research	research	NOUN
afs-72267	749	19	.	.	PUNCT
afs-72267	750	1	it	it	PRON
afs-72267	750	2	is	be	AUX
afs-72267	750	3	a	a	DET
afs-72267	750	4	suitable	suitable	ADJ
afs-72267	750	5	indicator	indicator	NOUN
afs-72267	750	6	of	of	ADP
afs-72267	750	7	profitability	profitability	NOUN
afs-72267	750	8	only	only	ADV
afs-72267	750	9	when	when	SCONJ
afs-72267	750	10	the	the	DET
afs-72267	750	11	returns	return	NOUN
afs-72267	750	12	can	can	AUX
afs-72267	750	13	be	be	AUX
afs-72267	750	14	reinvested	reinveste	VERB
afs-72267	750	15	,	,	PUNCT
afs-72267	750	16	while	while	SCONJ
afs-72267	750	17	its	its	PRON
afs-72267	750	18	analogous	analogous	ADJ
afs-72267	750	19	use	use	NOUN
afs-72267	750	20	in	in	ADP
afs-72267	750	21	the	the	DET
afs-72267	750	22	con281	con281	ADJ
afs-72267	750	23	text	text	NOUN
afs-72267	750	24	of	of	ADP
afs-72267	750	25	a	a	DET
afs-72267	750	26	national	national	ADJ
afs-72267	750	27	economy	economy	NOUN
afs-72267	750	28	has	have	VERB
afs-72267	750	29	not	not	PART
afs-72267	750	30	a	a	DET
afs-72267	750	31	comparable	comparable	ADJ
afs-72267	750	32	content	content	NOUN
afs-72267	750	33	.	.	PUNCT
afs-72267	751	1	pasour	pasour	NOUN
afs-72267	751	2	and	and	CCONJ
afs-72267	751	3	johnson	johnson	PROPN
afs-72267	751	4	(	(	PUNCT
afs-72267	751	5	1982	1982	NUM
afs-72267	751	6	)	)	PUNCT
afs-72267	751	7	and	and	CCONJ
afs-72267	751	8	later	later	ADV
afs-72267	751	9	,	,	PUNCT
afs-72267	751	10	peterson	peterson	NOUN
afs-72267	751	11	(	(	PUNCT
afs-72267	751	12	1985	1985	NUM
afs-72267	751	13	)	)	PUNCT
afs-72267	751	14	have	have	AUX
afs-72267	751	15	also	also	ADV
afs-72267	751	16	suggested	suggest	VERB
afs-72267	751	17	that	that	SCONJ
afs-72267	751	18	a	a	DET
afs-72267	751	19	“	"	PUNCT
afs-72267	751	20	social	social	ADJ
afs-72267	751	21	internal	internal	ADJ
afs-72267	751	22	rate	rate	NOUN
afs-72267	751	23	of	of	ADP
afs-72267	751	24	return	return	NOUN
afs-72267	751	25	”	"	PUNCT
afs-72267	751	26	not	not	PART
afs-72267	751	27	is	be	AUX
afs-72267	751	28	comparable	comparable	ADJ
afs-72267	751	29	to	to	ADP
afs-72267	751	30	the	the	DET
afs-72267	751	31	internal	internal	ADJ
afs-72267	751	32	rates	rate	NOUN
afs-72267	751	33	of	of	ADP
afs-72267	751	34	return	return	NOUN
afs-72267	751	35	in	in	ADP
afs-72267	751	36	the	the	DET
afs-72267	751	37	private	private	ADJ
afs-72267	751	38	sector	sector	NOUN
afs-72267	751	39	.	.	PUNCT
afs-72267	752	1	wise	wise	ADJ
afs-72267	752	2	(	(	PUNCT
afs-72267	752	3	1984	1984	NUM
afs-72267	752	4	b	b	NOUN
afs-72267	752	5	)	)	PUNCT
afs-72267	752	6	further	further	ADJ
afs-72267	752	7	points	point	VERB
afs-72267	752	8	out	out	ADP
afs-72267	752	9	that	that	SCONJ
afs-72267	752	10	the	the	DET
afs-72267	752	11	treatment	treatment	NOUN
afs-72267	752	12	of	of	ADP
afs-72267	752	13	costs	cost	NOUN
afs-72267	752	14	of	of	ADP
afs-72267	752	15	implementing	implement	VERB
afs-72267	752	16	new	new	ADJ
afs-72267	752	17	innovations	innovation	NOUN
afs-72267	752	18	has	have	AUX
afs-72267	752	19	been	be	AUX
afs-72267	752	20	ambiguous	ambiguous	ADJ
afs-72267	752	21	in	in	ADP
afs-72267	752	22	the	the	DET
afs-72267	752	23	earlier	early	ADJ
afs-72267	752	24	studies	study	NOUN
afs-72267	752	25	.	.	PUNCT
afs-72267	753	1	implementation	implementation	NOUN
afs-72267	753	2	costs	cost	NOUN
afs-72267	753	3	can	can	AUX
afs-72267	753	4	be	be	AUX
afs-72267	753	5	treated	treat	VERB
afs-72267	753	6	as	as	ADP
afs-72267	753	7	negative	negative	ADJ
afs-72267	753	8	benefits	benefit	NOUN
afs-72267	753	9	and	and	CCONJ
afs-72267	753	10	subtracted	subtract	VERB
afs-72267	753	11	from	from	ADP
afs-72267	753	12	the	the	DET
afs-72267	753	13	sum	sum	NOUN
afs-72267	753	14	of	of	ADP
afs-72267	753	15	benefits	benefit	NOUN
afs-72267	753	16	whereafter	whereafter	ADV
afs-72267	753	17	the	the	DET
afs-72267	753	18	differencebecomes	differencebecome	NOUN
afs-72267	753	19	a	a	DET
afs-72267	753	20	benefit	benefit	NOUN
afs-72267	753	21	/	/	SYM
afs-72267	753	22	cost	cost	NOUN
afs-72267	753	23	quota	quota	NOUN
afs-72267	753	24	.	.	PUNCT
afs-72267	754	1	but	but	CCONJ
afs-72267	754	2	implementation	implementation	NOUN
afs-72267	754	3	costs	cost	NOUN
afs-72267	754	4	can	can	AUX
afs-72267	754	5	also	also	ADV
afs-72267	754	6	be	be	AUX
afs-72267	754	7	treated	treat	VERB
afs-72267	754	8	directly	directly	ADV
afs-72267	754	9	as	as	ADP
afs-72267	754	10	costs	cost	NOUN
afs-72267	754	11	.	.	PUNCT
afs-72267	755	1	the	the	DET
afs-72267	755	2	alternative	alternative	NOUN
afs-72267	755	3	chosen	choose	VERB
afs-72267	755	4	will	will	AUX
afs-72267	755	5	considerably	considerably	ADV
afs-72267	755	6	influence	influence	VERB
afs-72267	755	7	the	the	DET
afs-72267	755	8	result	result	NOUN
afs-72267	755	9	,	,	PUNCT
afs-72267	755	10	as	as	SCONJ
afs-72267	755	11	can	can	AUX
afs-72267	755	12	be	be	AUX
afs-72267	755	13	seen	see	VERB
afs-72267	755	14	from	from	ADP
afs-72267	755	15	the	the	DET
afs-72267	755	16	expressions	expression	NOUN
afs-72267	755	17	b/(p	b/(p	PROPN
afs-72267	755	18	+	+	NOUN
afs-72267	755	19	q	q	X
afs-72267	755	20	)	)	PUNCT
afs-72267	755	21	and	and	CCONJ
afs-72267	755	22	(	(	PUNCT
afs-72267	755	23	b	b	X
afs-72267	755	24	—	—	PUNCT
afs-72267	755	25	p)/q	p)/q	NOUN
afs-72267	755	26	.	.	PUNCT
afs-72267	756	1	in	in	ADP
afs-72267	756	2	the	the	DET
afs-72267	756	3	former	former	ADJ
afs-72267	756	4	case	case	NOUN
afs-72267	756	5	the	the	DET
afs-72267	756	6	implementation	implementation	NOUN
afs-72267	756	7	costs	cost	NOUN
afs-72267	756	8	represent	represent	VERB
afs-72267	756	9	pure	pure	ADJ
afs-72267	756	10	costs	cost	NOUN
afs-72267	756	11	,	,	PUNCT
afs-72267	756	12	whereas	whereas	SCONJ
afs-72267	756	13	they	they	PRON
afs-72267	756	14	represent	represent	VERB
afs-72267	756	15	negative	negative	ADJ
afs-72267	756	16	benefits	benefit	NOUN
afs-72267	756	17	in	in	ADP
afs-72267	756	18	the	the	DET
afs-72267	756	19	latter	latter	ADJ
afs-72267	756	20	.	.	PUNCT
afs-72267	757	1	as	as	SCONJ
afs-72267	757	2	wise	wise	ADJ
afs-72267	757	3	puts	put	VERB
afs-72267	757	4	it	it	PRON
afs-72267	757	5	:	:	PUNCT
afs-72267	757	6	“	"	PUNCT
afs-72267	757	7	no	no	DET
afs-72267	757	8	great	great	ADJ
afs-72267	757	9	mathematical	mathematical	ADJ
afs-72267	757	10	skill	skill	NOUN
afs-72267	757	11	is	be	AUX
afs-72267	757	12	required	require	VERB
afs-72267	757	13	to	to	PART
afs-72267	757	14	see	see	VERB
afs-72267	757	15	that	that	SCONJ
afs-72267	757	16	the	the	DET
afs-72267	757	17	negative	negative	ADJ
afs-72267	757	18	benefit	benefit	NOUN
afs-72267	757	19	approach	approach	NOUN
afs-72267	757	20	can	can	AUX
afs-72267	757	21	lead	lead	VERB
afs-72267	757	22	to	to	ADP
afs-72267	757	23	very	very	ADV
afs-72267	757	24	high	high	ADJ
afs-72267	757	25	benefit	benefit	NOUN
afs-72267	757	26	-	-	PUNCT
afs-72267	757	27	cost	cost	NOUN
afs-72267	757	28	ratios	ratio	NOUN
afs-72267	757	29	if	if	SCONJ
afs-72267	757	30	,	,	PUNCT
afs-72267	757	31	say	say	INTJ
afs-72267	757	32	,	,	PUNCT
afs-72267	757	33	p	p	NOUN
afs-72267	757	34	is	be	AUX
afs-72267	757	35	large	large	ADJ
afs-72267	757	36	but	but	CCONJ
afs-72267	757	37	q	q	NOUN
afs-72267	757	38	is	be	AUX
afs-72267	757	39	smalland	smalland	NOUN
afs-72267	757	40	p	p	NOUN
afs-72267	757	41	is	be	AUX
afs-72267	757	42	treated	treat	VERB
afs-72267	757	43	as	as	ADP
afs-72267	757	44	a	a	DET
afs-72267	757	45	negative	negative	ADJ
afs-72267	757	46	benefit	benefit	NOUN
afs-72267	757	47	”	"	PUNCT
afs-72267	757	48	(	(	PUNCT
afs-72267	757	49	wise	wise	ADJ
afs-72267	757	50	1984	1984	NUM
afs-72267	757	51	b	b	NOUN
afs-72267	757	52	)	)	PUNCT
afs-72267	757	53	.	.	PUNCT
afs-72267	758	1	in	in	ADP
afs-72267	758	2	griliches	griliche	NOUN
afs-72267	758	3	’	'	PUNCT
afs-72267	758	4	(	(	PUNCT
afs-72267	758	5	1958	1958	NUM
afs-72267	758	6	)	)	PUNCT
afs-72267	758	7	hybrid	hybrid	ADJ
afs-72267	758	8	maize	maize	NOUN
afs-72267	758	9	study	study	NOUN
afs-72267	758	10	and	and	CCONJ
afs-72267	758	11	in	in	ADP
afs-72267	758	12	peterson	peterson	PROPN
afs-72267	758	13	’s	’s	PART
afs-72267	758	14	(	(	PUNCT
afs-72267	758	15	1967	1967	NUM
afs-72267	758	16	)	)	PUNCT
afs-72267	758	17	poultry	poultry	NOUN
afs-72267	758	18	study	study	NOUN
afs-72267	758	19	,	,	PUNCT
afs-72267	758	20	implementation	implementation	NOUN
afs-72267	758	21	costs	cost	NOUN
afs-72267	758	22	were	be	AUX
afs-72267	758	23	treated	treat	VERB
afs-72267	758	24	as	as	ADP
afs-72267	758	25	negative	negative	ADJ
afs-72267	758	26	benefits	benefit	NOUN
afs-72267	758	27	;	;	PUNCT
afs-72267	758	28	this	this	PRON
afs-72267	758	29	may	may	AUX
afs-72267	758	30	have	have	AUX
afs-72267	758	31	lead	lead	VERB
afs-72267	758	32	to	to	ADP
afs-72267	758	33	overestimated	overestimated	ADJ
afs-72267	758	34	rates	rate	NOUN
afs-72267	758	35	of	of	ADP
afs-72267	758	36	return	return	NOUN
afs-72267	758	37	.	.	PUNCT
afs-72267	759	1	wise	wise	ADJ
afs-72267	759	2	(	(	PUNCT
afs-72267	759	3	1981	1981	NUM
afs-72267	759	4	,	,	PUNCT
afs-72267	759	5	1984	1984	NUM
afs-72267	759	6	a	a	NOUN
afs-72267	759	7	)	)	PUNCT
afs-72267	759	8	has	have	AUX
afs-72267	759	9	presented	present	VERB
afs-72267	759	10	his	his	PRON
afs-72267	759	11	alternative	alternative	NOUN
afs-72267	759	12	to	to	ADP
afs-72267	759	13	the	the	DET
afs-72267	759	14	economic	economic	ADJ
afs-72267	759	15	surplus	surplus	NOUN
afs-72267	759	16	method	method	NOUN
afs-72267	759	17	on	on	ADP
afs-72267	759	18	the	the	DET
afs-72267	759	19	basis	basis	NOUN
afs-72267	759	20	of	of	ADP
afs-72267	759	21	cost	cost	NOUN
afs-72267	759	22	and	and	CCONJ
afs-72267	759	23	benefit	benefit	VERB
afs-72267	759	24	analysis	analysis	NOUN
afs-72267	759	25	(	(	PUNCT
afs-72267	759	26	see	see	VERB
afs-72267	759	27	section	section	NOUN
afs-72267	759	28	2.4.4	2.4.4	NUM
afs-72267	759	29	.	.	PUNCT
afs-72267	759	30	)	)	PUNCT
afs-72267	759	31	.	.	PUNCT
afs-72267	760	1	he	he	PRON
afs-72267	760	2	still	still	ADV
afs-72267	760	3	stresses	stress	VERB
afs-72267	760	4	that	that	SCONJ
afs-72267	760	5	the	the	DET
afs-72267	760	6	magnitude	magnitude	NOUN
afs-72267	760	7	of	of	ADP
afs-72267	760	8	error	error	NOUN
afs-72267	760	9	probably	probably	ADV
afs-72267	760	10	has	have	AUX
afs-72267	760	11	not	not	PART
afs-72267	760	12	been	be	AUX
afs-72267	760	13	great	great	ADJ
afs-72267	760	14	in	in	ADP
afs-72267	760	15	the	the	DET
afs-72267	760	16	earlier	early	ADJ
afs-72267	760	17	formulation	formulation	NOUN
afs-72267	760	18	.	.	PUNCT
afs-72267	761	1	wise	wise	ADJ
afs-72267	761	2	establishes	establish	VERB
afs-72267	761	3	four	four	NUM
afs-72267	761	4	criteria	criterion	NOUN
afs-72267	761	5	that	that	PRON
afs-72267	761	6	should	should	AUX
afs-72267	761	7	be	be	AUX
afs-72267	761	8	met	meet	VERB
afs-72267	761	9	in	in	ADP
afs-72267	761	10	order	order	NOUN
afs-72267	761	11	to	to	PART
afs-72267	761	12	calculate	calculate	VERB
afs-72267	761	13	reliable	reliable	ADJ
afs-72267	761	14	estimates	estimate	NOUN
afs-72267	761	15	of	of	ADP
afs-72267	761	16	the	the	DET
afs-72267	761	17	benefits	benefit	NOUN
afs-72267	761	18	:	:	PUNCT
afs-72267	761	19	(	(	PUNCT
afs-72267	761	20	i	i	NOUN
afs-72267	761	21	)	)	PUNCT
afs-72267	761	22	the	the	DET
afs-72267	761	23	appropriate	appropriate	ADJ
afs-72267	761	24	market	market	NOUN
afs-72267	761	25	mechanism	mechanism	NOUN
afs-72267	761	26	must	must	AUX
afs-72267	761	27	be	be	AUX
afs-72267	761	28	identified	identify	VERB
afs-72267	761	29	.	.	PUNCT
afs-72267	762	1	(	(	PUNCT
afs-72267	762	2	ii	ii	X
afs-72267	762	3	)	)	PUNCT
afs-72267	762	4	the	the	DET
afs-72267	762	5	original	original	ADJ
afs-72267	762	6	cost	cost	NOUN
afs-72267	762	7	curve	curve	NOUN
afs-72267	762	8	must	must	AUX
afs-72267	762	9	be	be	AUX
afs-72267	762	10	adequately	adequately	ADV
afs-72267	762	11	defined	define	VERB
afs-72267	762	12	.	.	PUNCT
afs-72267	763	1	(	(	PUNCT
afs-72267	763	2	iii	iii	X
afs-72267	763	3	)	)	PUNCT
afs-72267	763	4	the	the	DET
afs-72267	763	5	technical	technical	ADJ
afs-72267	763	6	parameters	parameter	NOUN
afs-72267	763	7	relating	relate	VERB
afs-72267	763	8	to	to	PART
afs-72267	763	9	willingness	willingness	NOUN
afs-72267	763	10	to	to	PART
afs-72267	763	11	adopt	adopt	VERB
afs-72267	763	12	new	new	ADJ
afs-72267	763	13	technology	technology	NOUN
afs-72267	763	14	,	,	PUNCT
afs-72267	763	15	to	to	ADP
afs-72267	763	16	the	the	DET
afs-72267	763	17	implementation	implementation	NOUN
afs-72267	763	18	costs	cost	NOUN
afs-72267	763	19	of	of	ADP
afs-72267	763	20	so	so	ADV
afs-72267	763	21	doing	do	VERB
afs-72267	763	22	and	and	CCONJ
afs-72267	763	23	to	to	ADP
afs-72267	763	24	the	the	DET
afs-72267	763	25	yield	yield	NOUN
afs-72267	763	26	increases	increase	NOUN
afs-72267	763	27	obtained	obtain	VERB
afs-72267	763	28	must	must	AUX
afs-72267	763	29	be	be	AUX
afs-72267	763	30	satisfactorily	satisfactorily	ADV
afs-72267	763	31	established	establish	VERB
afs-72267	763	32	;	;	PUNCT
afs-72267	763	33	any	any	DET
afs-72267	763	34	variations	variation	NOUN
afs-72267	763	35	among	among	ADP
afs-72267	763	36	producers	producer	NOUN
afs-72267	763	37	in	in	ADP
afs-72267	763	38	these	these	DET
afs-72267	763	39	respects	respect	NOUN
afs-72267	763	40	must	must	AUX
afs-72267	763	41	also	also	ADV
afs-72267	763	42	be	be	AUX
afs-72267	763	43	duly	duly	ADV
afs-72267	763	44	incorporated	incorporate	VERB
afs-72267	763	45	in	in	ADP
afs-72267	763	46	the	the	DET
afs-72267	763	47	calculations	calculation	NOUN
afs-72267	763	48	.	.	PUNCT
afs-72267	764	1	(	(	PUNCT
afs-72267	764	2	iv	iv	X
afs-72267	764	3	)	)	PUNCT
afs-72267	764	4	there	there	PRON
afs-72267	764	5	must	must	AUX
afs-72267	764	6	be	be	AUX
afs-72267	764	7	no	no	DET
afs-72267	764	8	covert	covert	NOUN
afs-72267	764	9	,	,	PUNCT
afs-72267	764	10	and	and	CCONJ
afs-72267	764	11	possibly	possibly	ADV
afs-72267	764	12	unjustifiable	unjustifiable	ADJ
afs-72267	764	13	,	,	PUNCT
afs-72267	764	14	assumptions	assumption	NOUN
afs-72267	764	15	such	such	ADJ
afs-72267	764	16	as	as	ADP
afs-72267	764	17	that	that	DET
afs-72267	764	18	displaced	displace	VERB
afs-72267	764	19	resources	resource	NOUN
afs-72267	764	20	,	,	PUNCT
afs-72267	764	21	at	at	ADP
afs-72267	764	22	zero	zero	NUM
afs-72267	764	23	cost	cost	NOUN
afs-72267	764	24	,	,	PUNCT
afs-72267	764	25	immediately	immediately	ADV
afs-72267	764	26	find	find	VERB
afs-72267	764	27	equivalent	equivalent	ADJ
afs-72267	764	28	employment	employment	NOUN
afs-72267	764	29	elsewhere	elsewhere	ADV
afs-72267	764	30	in	in	ADP
afs-72267	764	31	the	the	DET
afs-72267	764	32	economy	economy	NOUN
afs-72267	764	33	,	,	PUNCT
afs-72267	764	34	that	that	SCONJ
afs-72267	764	35	demand	demand	NOUN
afs-72267	764	36	curves	curve	NOUN
afs-72267	764	37	adequately	adequately	ADV
afs-72267	764	38	evaluate	evaluate	VERB
afs-72267	764	39	agricultural	agricultural	ADJ
afs-72267	764	40	surpluses	surplus	NOUN
afs-72267	764	41	,	,	PUNCT
afs-72267	764	42	or	or	CCONJ
afs-72267	764	43	that	that	SCONJ
afs-72267	764	44	there	there	PRON
afs-72267	764	45	is	be	VERB
afs-72267	764	46	a	a	DET
afs-72267	764	47	large	large	ADJ
afs-72267	764	48	pool	pool	NOUN
afs-72267	764	49	of	of	ADP
afs-72267	764	50	efficient	efficient	ADJ
afs-72267	764	51	producers	producer	NOUN
afs-72267	764	52	waiting	wait	VERB
afs-72267	764	53	on	on	ADP
afs-72267	764	54	the	the	DET
afs-72267	764	55	sidelines	sideline	NOUN
afs-72267	764	56	,	,	PUNCT
afs-72267	764	57	etc	etc	X
afs-72267	764	58	.	.	X
afs-72267	765	1	(	(	PUNCT
afs-72267	765	2	wise	wise	ADJ
afs-72267	765	3	1984	1984	NUM
afs-72267	765	4	a	a	NOUN
afs-72267	765	5	)	)	PUNCT
afs-72267	765	6	.	.	PUNCT
afs-72267	766	1	wise	wise	ADJ
afs-72267	766	2	(	(	PUNCT
afs-72267	766	3	1984	1984	NUM
afs-72267	766	4	b	b	NOUN
afs-72267	766	5	)	)	PUNCT
afs-72267	766	6	further	further	ADJ
afs-72267	766	7	questions	question	NOUN
afs-72267	766	8	whether	whether	SCONJ
afs-72267	766	9	the	the	DET
afs-72267	766	10	studies	study	NOUN
afs-72267	766	11	carried	carry	VERB
afs-72267	766	12	out	out	ADP
afs-72267	766	13	have	have	AUX
afs-72267	766	14	considered	consider	VERB
afs-72267	766	15	possible	possible	ADJ
afs-72267	766	16	defects	defect	NOUN
afs-72267	766	17	or	or	CCONJ
afs-72267	766	18	adverse	adverse	ADJ
afs-72267	766	19	effects	effect	NOUN
afs-72267	766	20	appropriately	appropriately	ADV
afs-72267	766	21	.	.	PUNCT
afs-72267	767	1	mechanical	mechanical	ADJ
afs-72267	767	2	use	use	NOUN
afs-72267	767	3	of	of	ADP
afs-72267	767	4	formulas	formula	NOUN
afs-72267	767	5	without	without	ADP
afs-72267	767	6	criticism	criticism	NOUN
afs-72267	767	7	can	can	AUX
afs-72267	767	8	lead	lead	VERB
afs-72267	767	9	to	to	ADP
afs-72267	767	10	distorted	distorted	ADJ
afs-72267	767	11	views	view	NOUN
afs-72267	767	12	of	of	ADP
afs-72267	767	13	the	the	DET
afs-72267	767	14	long	long	ADJ
afs-72267	767	15	-	-	PUNCT
afs-72267	767	16	term	term	NOUN
afs-72267	767	17	benefits	benefit	NOUN
afs-72267	767	18	of	of	ADP
afs-72267	767	19	research	research	NOUN
afs-72267	767	20	.	.	PUNCT
afs-72267	768	1	thus	thus	ADV
afs-72267	768	2	he	he	PRON
afs-72267	768	3	calls	call	VERB
afs-72267	768	4	attention	attention	NOUN
afs-72267	768	5	to	to	ADP
afs-72267	768	6	the	the	DET
afs-72267	768	7	fact	fact	NOUN
afs-72267	768	8	that	that	SCONJ
afs-72267	768	9	the	the	DET
afs-72267	768	10	internal	internal	ADJ
afs-72267	768	11	rate	rate	NOUN
afs-72267	768	12	of	of	ADP
afs-72267	768	13	return	return	NOUN
afs-72267	768	14	in	in	ADP
afs-72267	768	15	the	the	DET
afs-72267	768	16	welfare	welfare	NOUN
afs-72267	768	17	economics	economic	NOUN
afs-72267	768	18	approach	approach	NOUN
afs-72267	768	19	avoids	avoid	VERB
afs-72267	768	20	the	the	DET
afs-72267	768	21	problem	problem	NOUN
afs-72267	768	22	of	of	ADP
afs-72267	768	23	dealing	deal	VERB
afs-72267	768	24	with	with	ADP
afs-72267	768	25	certain	certain	ADJ
afs-72267	768	26	drawbacks	drawback	NOUN
afs-72267	768	27	.	.	PUNCT
afs-72267	769	1	if	if	SCONJ
afs-72267	769	2	,	,	PUNCT
afs-72267	769	3	for	for	ADP
afs-72267	769	4	instace	instace	NOUN
afs-72267	769	5	,	,	PUNCT
afs-72267	769	6	some	some	DET
afs-72267	769	7	built	build	VERB
afs-72267	769	8	-	-	PUNCT
afs-72267	769	9	in	in	ADP
afs-72267	769	10	defect	defect	NOUN
afs-72267	769	11	in	in	ADP
afs-72267	769	12	the	the	DET
afs-72267	769	13	hybrid	hybrid	NOUN
afs-72267	769	14	maize	maize	NOUN
afs-72267	769	15	in	in	ADP
afs-72267	769	16	the	the	DET
afs-72267	769	17	study	study	NOUN
afs-72267	769	18	of	of	ADP
afs-72267	769	19	griliches	griliche	NOUN
afs-72267	769	20	(	(	PUNCT
afs-72267	769	21	1958	1958	NUM
afs-72267	769	22	)	)	PUNCT
afs-72267	769	23	had	have	AUX
afs-72267	769	24	led	lead	VERB
afs-72267	769	25	to	to	ADP
afs-72267	769	26	all	all	DET
afs-72267	769	27	maize	maize	NOUN
afs-72267	769	28	production	production	NOUN
afs-72267	769	29	being	be	AUX
afs-72267	769	30	wiped	wipe	VERB
afs-72267	769	31	out	out	ADP
afs-72267	769	32	forever	forever	ADV
afs-72267	769	33	after	after	ADP
afs-72267	769	34	1955	1955	NUM
afs-72267	769	35	,	,	PUNCT
afs-72267	769	36	the	the	DET
afs-72267	769	37	internal	internal	ADJ
afs-72267	769	38	rate	rate	NOUN
afs-72267	769	39	of	of	ADP
afs-72267	769	40	return	return	NOUN
afs-72267	769	41	would	would	AUX
afs-72267	769	42	have	have	AUX
afs-72267	769	43	sunk	sink	VERB
afs-72267	769	44	only	only	ADV
afs-72267	769	45	from	from	ADP
afs-72267	769	46	35	35	NUM
afs-72267	769	47	%	%	NOUN
afs-72267	769	48	to	to	ADP
afs-72267	769	49	34	34	NUM
afs-72267	769	50	%	%	NOUN
afs-72267	769	51	.	.	PUNCT
afs-72267	770	1	helander	helander	PROPN
afs-72267	770	2	(	(	PUNCT
afs-72267	770	3	1985	1985	NUM
afs-72267	770	4	)	)	PUNCT
afs-72267	770	5	states	state	VERB
afs-72267	770	6	that	that	SCONJ
afs-72267	770	7	the	the	DET
afs-72267	770	8	fundamental	fundamental	ADJ
afs-72267	770	9	goals	goal	NOUN
afs-72267	770	10	of	of	ADP
afs-72267	770	11	society	society	NOUN
afs-72267	770	12	for	for	ADP
afs-72267	770	13	agricultural	agricultural	ADJ
afs-72267	770	14	policy	policy	NOUN
afs-72267	770	15	should	should	AUX
afs-72267	770	16	be	be	AUX
afs-72267	770	17	the	the	DET
afs-72267	770	18	starting	starting	NOUN
afs-72267	770	19	point	point	NOUN
afs-72267	770	20	for	for	ADP
afs-72267	770	21	evaluating	evaluate	VERB
afs-72267	770	22	the	the	DET
afs-72267	770	23	relevance	relevance	NOUN
afs-72267	770	24	of	of	ADP
afs-72267	770	25	research	research	NOUN
afs-72267	770	26	.	.	PUNCT
afs-72267	771	1	if	if	SCONJ
afs-72267	771	2	the	the	DET
afs-72267	771	3	economic	economic	ADJ
afs-72267	771	4	benefits	benefit	NOUN
afs-72267	771	5	represent	represent	VERB
afs-72267	771	6	one	one	NUM
afs-72267	771	7	aspect	aspect	NOUN
afs-72267	771	8	of	of	ADP
afs-72267	771	9	this	this	DET
afs-72267	771	10	overall	overall	ADJ
afs-72267	771	11	relevance	relevance	NOUN
afs-72267	771	12	to	to	ADP
afs-72267	771	13	society	society	NOUN
afs-72267	771	14	,	,	PUNCT
afs-72267	771	15	the	the	DET
afs-72267	771	16	social	social	ADJ
afs-72267	771	17	benefits	benefit	NOUN
afs-72267	771	18	of	of	ADP
afs-72267	771	19	research	research	NOUN
afs-72267	771	20	represent	represent	VERB
afs-72267	771	21	the	the	DET
afs-72267	771	22	other	other	ADJ
afs-72267	771	23	aspect	aspect	NOUN
afs-72267	771	24	.	.	PUNCT
afs-72267	772	1	this	this	DET
afs-72267	772	2	study	study	NOUN
afs-72267	772	3	makes	make	VERB
afs-72267	772	4	no	no	DET
afs-72267	772	5	attempt	attempt	NOUN
afs-72267	772	6	to	to	PART
afs-72267	772	7	evaluate	evaluate	VERB
afs-72267	772	8	social	social	ADJ
afs-72267	772	9	benefits	benefit	NOUN
afs-72267	772	10	.	.	PUNCT
afs-72267	773	1	certain	certain	ADJ
afs-72267	773	2	examples	example	NOUN
afs-72267	773	3	of	of	ADP
afs-72267	773	4	what	what	PRON
afs-72267	773	5	such	such	ADJ
afs-72267	773	6	social	social	ADJ
afs-72267	773	7	benefits	benefit	NOUN
afs-72267	773	8	could	could	AUX
afs-72267	773	9	consist	consist	VERB
afs-72267	773	10	of	of	ADP
afs-72267	773	11	need	need	NOUN
afs-72267	773	12	to	to	PART
afs-72267	773	13	be	be	AUX
afs-72267	773	14	mentioned	mention	VERB
afs-72267	773	15	,	,	PUNCT
afs-72267	773	16	however	however	ADV
afs-72267	773	17	.	.	PUNCT
afs-72267	774	1	improved	improve	VERB
afs-72267	774	2	working	work	VERB
afs-72267	774	3	and	and	CCONJ
afs-72267	774	4	social	social	ADJ
afs-72267	774	5	conditions	condition	NOUN
afs-72267	774	6	for	for	ADP
afs-72267	774	7	the	the	DET
afs-72267	774	8	agricultural	agricultural	ADJ
afs-72267	774	9	population	population	NOUN
afs-72267	774	10	,	,	PUNCT
afs-72267	774	11	a	a	DET
afs-72267	774	12	decreased	decrease	VERB
afs-72267	774	13	use	use	NOUN
afs-72267	774	14	of	of	ADP
afs-72267	774	15	energy	energy	NOUN
afs-72267	774	16	,	,	PUNCT
afs-72267	774	17	environmental	environmental	ADJ
afs-72267	774	18	aspects	aspect	NOUN
afs-72267	774	19	and	and	CCONJ
afs-72267	774	20	new	new	ADJ
afs-72267	774	21	complementary	complementary	ADJ
afs-72267	774	22	sources	source	NOUN
afs-72267	774	23	of	of	ADP
afs-72267	774	24	livelihood	livelihood	NOUN
afs-72267	774	25	for	for	ADP
afs-72267	774	26	the	the	DET
afs-72267	774	27	rural	rural	ADJ
afs-72267	774	28	population	population	NOUN
afs-72267	774	29	could	could	AUX
afs-72267	774	30	represent	represent	VERB
afs-72267	774	31	social	social	ADJ
afs-72267	774	32	benefits	benefit	NOUN
afs-72267	774	33	which	which	PRON
afs-72267	774	34	should	should	AUX
afs-72267	774	35	be	be	AUX
afs-72267	774	36	evaluated	evaluate	VERB
afs-72267	774	37	on	on	ADP
afs-72267	774	38	basis	basis	NOUN
afs-72267	774	39	other	other	ADJ
afs-72267	774	40	than	than	ADP
afs-72267	774	41	the	the	DET
afs-72267	774	42	strict	strict	ADJ
afs-72267	774	43	econometric	econometric	ADJ
afs-72267	774	44	analysis	analysis	NOUN
afs-72267	774	45	used	use	VERB
afs-72267	774	46	in	in	ADP
afs-72267	774	47	this	this	DET
afs-72267	774	48	study	study	NOUN
afs-72267	774	49	.	.	PUNCT
afs-72267	775	1	282	282	NUM
afs-72267	775	2	3	3	NUM
afs-72267	775	3	3	3	NUM
afs-72267	775	4	.	.	PUNCT
afs-72267	776	1	the	the	DET
afs-72267	776	2	returns	return	NOUN
afs-72267	776	3	to	to	ADP
afs-72267	776	4	investment	investment	NOUN
afs-72267	776	5	in	in	ADP
afs-72267	776	6	agricultural	agricultural	ADJ
afs-72267	776	7	research	research	NOUN
afs-72267	776	8	an	an	DET
afs-72267	776	9	aggregated	aggregate	VERB
afs-72267	776	10	production	production	NOUN
afs-72267	776	11	function	function	NOUN
afs-72267	776	12	study	study	NOUN
afs-72267	776	13	1950—1984	1950—1984	PROPN
afs-72267	776	14	3.1	3.1	NUM
afs-72267	776	15	.	.	PUNCT
afs-72267	776	16	productivity	productivity	NOUN
afs-72267	776	17	increase	increase	NOUN
afs-72267	776	18	,	,	PUNCT
afs-72267	776	19	technological	technological	ADJ
afs-72267	776	20	change	change	NOUN
afs-72267	776	21	and	and	CCONJ
afs-72267	776	22	economies	economy	NOUN
afs-72267	776	23	of	of	ADP
afs-72267	776	24	scale	scale	NOUN
afs-72267	776	25	the	the	DET
afs-72267	776	26	connections	connection	NOUN
afs-72267	776	27	3.1.1	3.1.1	NUM
afs-72267	776	28	.	.	PUNCT
afs-72267	777	1	the	the	DET
afs-72267	777	2	concept	concept	NOUN
afs-72267	777	3	of	of	ADP
afs-72267	777	4	productivity	productivity	NOUN
afs-72267	777	5	in	in	ADP
afs-72267	777	6	two	two	NUM
afs-72267	777	7	previous	previous	ADJ
afs-72267	777	8	chapters	chapter	NOUN
afs-72267	777	9	we	we	PRON
afs-72267	777	10	reviewed	review	VERB
afs-72267	777	11	the	the	DET
afs-72267	777	12	reasons	reason	NOUN
afs-72267	777	13	for	for	ADP
afs-72267	777	14	estimating	estimate	VERB
afs-72267	777	15	the	the	DET
afs-72267	777	16	returns	return	NOUN
afs-72267	777	17	to	to	ADP
afs-72267	777	18	agricultural	agricultural	ADJ
afs-72267	777	19	research	research	NOUN
afs-72267	777	20	as	as	ADV
afs-72267	777	21	well	well	ADV
afs-72267	777	22	as	as	ADP
afs-72267	777	23	methods	method	NOUN
afs-72267	777	24	that	that	PRON
afs-72267	777	25	have	have	AUX
afs-72267	777	26	been	be	AUX
afs-72267	777	27	applied	apply	VERB
afs-72267	777	28	to	to	PART
afs-72267	777	29	do	do	VERB
afs-72267	777	30	so	so	ADV
afs-72267	777	31	.	.	PUNCT
afs-72267	778	1	research	research	NOUN
afs-72267	778	2	raises	raise	VERB
afs-72267	778	3	the	the	DET
afs-72267	778	4	quality	quality	NOUN
afs-72267	778	5	of	of	ADP
afs-72267	778	6	inputs	input	NOUN
afs-72267	778	7	in	in	ADP
afs-72267	778	8	such	such	DET
afs-72267	778	9	a	a	DET
afs-72267	778	10	way	way	NOUN
afs-72267	778	11	that	that	PRON
afs-72267	778	12	it	it	PRON
afs-72267	778	13	is	be	AUX
afs-72267	778	14	possible	possible	ADJ
afs-72267	778	15	to	to	PART
afs-72267	778	16	produce	produce	VERB
afs-72267	778	17	a	a	DET
afs-72267	778	18	greater	great	ADJ
afs-72267	778	19	output	output	NOUN
afs-72267	778	20	with	with	ADP
afs-72267	778	21	a	a	DET
afs-72267	778	22	given	give	VERB
afs-72267	778	23	quantity	quantity	NOUN
afs-72267	778	24	of	of	ADP
afs-72267	778	25	resources	resource	NOUN
afs-72267	778	26	.	.	PUNCT
afs-72267	779	1	this	this	PRON
afs-72267	779	2	is	be	AUX
afs-72267	779	3	analogous	analogous	ADJ
afs-72267	779	4	to	to	ADP
afs-72267	779	5	growth	growth	NOUN
afs-72267	779	6	in	in	ADP
afs-72267	779	7	productivity	productivity	NOUN
afs-72267	779	8	.	.	PUNCT
afs-72267	780	1	because	because	SCONJ
afs-72267	780	2	other	other	ADJ
afs-72267	780	3	factors	factor	NOUN
afs-72267	780	4	can	can	AUX
afs-72267	780	5	influence	influence	VERB
afs-72267	780	6	increases	increase	NOUN
afs-72267	780	7	in	in	ADP
afs-72267	780	8	productivity	productivity	NOUN
afs-72267	780	9	as	as	ADV
afs-72267	780	10	well	well	ADV
afs-72267	780	11	,	,	PUNCT
afs-72267	780	12	a	a	DET
afs-72267	780	13	distinction	distinction	NOUN
afs-72267	780	14	between	between	ADP
afs-72267	780	15	these	these	DET
afs-72267	780	16	sources	source	NOUN
afs-72267	780	17	needs	need	VERB
afs-72267	780	18	to	to	PART
afs-72267	780	19	be	be	AUX
afs-72267	780	20	made	make	VERB
afs-72267	780	21	.	.	PUNCT
afs-72267	781	1	the	the	DET
afs-72267	781	2	internal	internal	ADJ
afs-72267	781	3	relations	relation	NOUN
afs-72267	781	4	between	between	ADP
afs-72267	781	5	technological	technological	ADJ
afs-72267	781	6	change	change	NOUN
afs-72267	781	7	,	,	PUNCT
afs-72267	781	8	productivity	productivity	NOUN
afs-72267	781	9	and	and	CCONJ
afs-72267	781	10	economies	economy	NOUN
afs-72267	781	11	of	of	ADP
afs-72267	781	12	size	size	NOUN
afs-72267	781	13	are	be	AUX
afs-72267	781	14	illustrated	illustrate	VERB
afs-72267	781	15	by	by	ADP
afs-72267	781	16	uhlin	uhlin	PROPN
afs-72267	781	17	(	(	PUNCT
afs-72267	781	18	1985	1985	NUM
afs-72267	781	19	)	)	PUNCT
afs-72267	781	20	in	in	ADP
afs-72267	781	21	figure	figure	NOUN
afs-72267	781	22	10	10	NUM
afs-72267	781	23	:	:	PUNCT
afs-72267	781	24	productivity	productivity	NOUN
afs-72267	781	25	is	be	AUX
afs-72267	781	26	defined	define	VERB
afs-72267	781	27	as	as	ADP
afs-72267	781	28	the	the	DET
afs-72267	781	29	empirical	empirical	ADJ
afs-72267	781	30	relation	relation	NOUN
afs-72267	781	31	between	between	ADP
afs-72267	781	32	production	production	NOUN
afs-72267	781	33	and	and	CCONJ
afs-72267	781	34	unit	unit	NOUN
afs-72267	781	35	of	of	ADP
afs-72267	781	36	input	input	NOUN
afs-72267	781	37	:	:	PUNCT
afs-72267	782	1	p	p	X
afs-72267	783	1	=	=	X
afs-72267	783	2	q	q	X
afs-72267	783	3	a	a	DET
afs-72267	783	4	p	p	X
afs-72267	783	5	=	=	NOUN
afs-72267	783	6	productivity	productivity	NOUN
afs-72267	783	7	q	q	NOUN
afs-72267	784	1	=	=	PUNCT
afs-72267	784	2	production	production	NOUN
afs-72267	784	3	a	a	DET
afs-72267	784	4	=	=	PUNCT
afs-72267	784	5	input	input	NOUN
afs-72267	784	6	growth	growth	NOUN
afs-72267	784	7	in	in	ADP
afs-72267	784	8	productivity	productivity	NOUN
afs-72267	784	9	implies	imply	VERB
afs-72267	784	10	that	that	SCONJ
afs-72267	784	11	less	less	ADJ
afs-72267	784	12	resources	resource	NOUN
afs-72267	784	13	are	be	AUX
afs-72267	784	14	used	use	VERB
afs-72267	784	15	for	for	ADP
afs-72267	784	16	the	the	DET
afs-72267	784	17	production	production	NOUN
afs-72267	784	18	of	of	ADP
afs-72267	784	19	one	one	NUM
afs-72267	784	20	unit	unit	NOUN
afs-72267	784	21	of	of	ADP
afs-72267	784	22	a	a	DET
afs-72267	784	23	good	good	ADJ
afs-72267	784	24	,	,	PUNCT
afs-72267	784	25	alternatively	alternatively	ADV
afs-72267	784	26	a	a	DET
afs-72267	784	27	higher	high	ADJ
afs-72267	784	28	production	production	NOUN
afs-72267	784	29	for	for	ADP
afs-72267	784	30	a	a	DET
afs-72267	784	31	given	give	VERB
afs-72267	784	32	quantity	quantity	NOUN
afs-72267	784	33	of	of	ADP
afs-72267	784	34	resources	resource	NOUN
afs-72267	784	35	.	.	PUNCT
afs-72267	785	1	growth	growth	NOUN
afs-72267	785	2	in	in	ADP
afs-72267	785	3	productivity	productivity	NOUN
afs-72267	785	4	accounts	account	NOUN
afs-72267	785	5	for	for	ADP
afs-72267	785	6	that	that	DET
afs-72267	785	7	portion	portion	NOUN
afs-72267	785	8	of	of	ADP
afs-72267	785	9	a	a	DET
afs-72267	785	10	production	production	NOUN
afs-72267	785	11	increase	increase	NOUN
afs-72267	785	12	that	that	PRON
afs-72267	785	13	can	can	AUX
afs-72267	785	14	not	not	PART
afs-72267	785	15	be	be	AUX
afs-72267	785	16	explained	explain	VERB
afs-72267	785	17	by	by	ADP
afs-72267	785	18	an	an	DET
afs-72267	785	19	increase	increase	NOUN
afs-72267	785	20	in	in	ADP
afs-72267	785	21	the	the	DET
afs-72267	785	22	amounts	amount	NOUN
afs-72267	785	23	of	of	ADP
afs-72267	785	24	inputs	input	NOUN
afs-72267	785	25	.	.	PUNCT
afs-72267	786	1	economies	economy	NOUN
afs-72267	786	2	of	of	ADP
afs-72267	786	3	scale	scale	NOUN
afs-72267	786	4	is	be	AUX
afs-72267	786	5	defined	define	VERB
afs-72267	786	6	by	by	ADP
afs-72267	786	7	peterson	peterson	NOUN
afs-72267	786	8	and	and	CCONJ
afs-72267	786	9	hayami	hayami	NOUN
afs-72267	786	10	(	(	PUNCT
afs-72267	786	11	1977	1977	NUM
afs-72267	786	12	)	)	PUNCT
afs-72267	786	13	as	as	ADP
afs-72267	786	14	a	a	DET
afs-72267	786	15	more	more	ADV
afs-72267	786	16	efficient	efficient	ADJ
afs-72267	786	17	organization	organization	NOUN
afs-72267	786	18	of	of	ADP
afs-72267	786	19	traditional	traditional	ADJ
afs-72267	786	20	inputs	input	NOUN
afs-72267	786	21	stemming	stem	VERB
afs-72267	786	22	from	from	ADP
afs-72267	786	23	an	an	DET
afs-72267	786	24	increase	increase	NOUN
afs-72267	786	25	in	in	ADP
afs-72267	786	26	the	the	DET
afs-72267	786	27	size	size	NOUN
afs-72267	786	28	of	of	ADP
afs-72267	786	29	the	the	DET
afs-72267	786	30	firm	firm	NOUN
afs-72267	786	31	.	.	PUNCT
afs-72267	787	1	technological	technological	ADJ
afs-72267	787	2	change	change	NOUN
afs-72267	787	3	refers	refer	VERB
afs-72267	787	4	to	to	ADP
afs-72267	787	5	an	an	DET
afs-72267	787	6	increase	increase	NOUN
afs-72267	787	7	in	in	ADP
afs-72267	787	8	productivity	productivity	NOUN
afs-72267	787	9	stemming	stem	VERB
afs-72267	787	10	from	from	ADP
afs-72267	787	11	new	new	ADJ
afs-72267	787	12	inputs	input	NOUN
afs-72267	787	13	or	or	CCONJ
afs-72267	787	14	quality	quality	NOUN
afs-72267	787	15	improvements	improvement	NOUN
afs-72267	787	16	of	of	ADP
afs-72267	787	17	traditional	traditional	ADJ
afs-72267	787	18	inputs	input	NOUN
afs-72267	787	19	.	.	PUNCT
afs-72267	788	1	economies	economy	NOUN
afs-72267	788	2	of	of	ADP
afs-72267	788	3	scale	scale	NOUN
afs-72267	788	4	refers	refer	VERB
afs-72267	788	5	to	to	ADP
afs-72267	788	6	the	the	DET
afs-72267	788	7	effect	effect	NOUN
afs-72267	788	8	of	of	ADP
afs-72267	788	9	increased	increase	VERB
afs-72267	788	10	output	output	NOUN
afs-72267	788	11	on	on	ADP
afs-72267	788	12	average	average	ADJ
afs-72267	788	13	costs	cost	NOUN
afs-72267	788	14	when	when	SCONJ
afs-72267	788	15	all	all	DET
afs-72267	788	16	inputs	input	NOUN
afs-72267	788	17	are	be	AUX
afs-72267	788	18	increased	increase	VERB
afs-72267	788	19	in	in	ADP
afs-72267	788	20	the	the	DET
afs-72267	788	21	same	same	ADJ
afs-72267	788	22	proportions	proportion	NOUN
afs-72267	788	23	.	.	PUNCT
afs-72267	789	1	the	the	DET
afs-72267	789	2	similar	similar	ADJ
afs-72267	789	3	concept	concept	NOUN
afs-72267	789	4	economies	economy	NOUN
afs-72267	789	5	of	of	ADP
afs-72267	789	6	size	size	NOUN
afs-72267	789	7	,	,	PUNCT
afs-72267	789	8	however	however	ADV
afs-72267	789	9	,	,	PUNCT
afs-72267	789	10	refers	refer	VERB
afs-72267	789	11	to	to	ADP
afs-72267	789	12	the	the	DET
afs-72267	789	13	effect	effect	NOUN
afs-72267	789	14	of	of	ADP
afs-72267	789	15	an	an	DET
afs-72267	789	16	increased	increase	VERB
afs-72267	789	17	output	output	NOUN
afs-72267	789	18	on	on	ADP
afs-72267	789	19	average	average	ADJ
afs-72267	789	20	cost	cost	NOUN
afs-72267	789	21	when	when	SCONJ
afs-72267	789	22	inputs	input	NOUN
afs-72267	789	23	are	be	AUX
afs-72267	789	24	increased	increase	VERB
afs-72267	789	25	not	not	PART
afs-72267	789	26	in	in	ADP
afs-72267	789	27	proportional	proportional	ADJ
afs-72267	789	28	but	but	CCONJ
afs-72267	789	29	in	in	ADP
afs-72267	789	30	least	least	ADJ
afs-72267	789	31	cost	cost	NOUN
afs-72267	789	32	combinations	combination	NOUN
afs-72267	789	33	(	(	PUNCT
afs-72267	789	34	doll	doll	NOUN
afs-72267	789	35	and	and	CCONJ
afs-72267	789	36	orazem	orazem	NOUN
afs-72267	789	37	1978	1978	NUM
afs-72267	789	38	)	)	PUNCT
afs-72267	789	39	.	.	PUNCT
afs-72267	790	1	difficulties	difficulty	NOUN
afs-72267	790	2	in	in	ADP
afs-72267	790	3	distinguishing	distinguish	VERB
afs-72267	790	4	between	between	ADP
afs-72267	790	5	the	the	DET
afs-72267	790	6	concepts	concept	NOUN
afs-72267	790	7	arise	arise	VERB
afs-72267	790	8	from	from	ADP
afs-72267	790	9	the	the	DET
afs-72267	790	10	fact	fact	NOUN
afs-72267	790	11	that	that	SCONJ
afs-72267	790	12	technological	technological	ADJ
afs-72267	790	13	innovations	innovation	NOUN
afs-72267	790	14	are	be	AUX
afs-72267	790	15	often	often	ADV
afs-72267	790	16	developed	develop	VERB
afs-72267	790	17	with	with	ADP
afs-72267	790	18	certain	certain	ADJ
afs-72267	790	19	requirements	requirement	NOUN
afs-72267	790	20	for	for	ADP
afs-72267	790	21	the	the	DET
afs-72267	790	22	minimal	minimal	ADJ
afs-72267	790	23	size	size	NOUN
afs-72267	790	24	of	of	ADP
afs-72267	790	25	the	the	DET
afs-72267	790	26	firm	firm	NOUN
afs-72267	790	27	.	.	PUNCT
afs-72267	791	1	by	by	ADP
afs-72267	791	2	definition	definition	NOUN
afs-72267	791	3	technological	technological	ADJ
afs-72267	791	4	change	change	NOUN
afs-72267	791	5	is	be	AUX
afs-72267	791	6	conceptually	conceptually	ADV
afs-72267	791	7	different	different	ADJ
afs-72267	791	8	from	from	ADP
afs-72267	791	9	scale	scale	NOUN
afs-72267	791	10	economies	economy	NOUN
afs-72267	791	11	.	.	PUNCT
afs-72267	792	1	3.1.2	3.1.2	X
afs-72267	792	2	.	.	PUNCT
afs-72267	792	3	technological	technological	ADJ
afs-72267	792	4	change	change	NOUN
afs-72267	792	5	adaption	adaption	NOUN
afs-72267	792	6	of	of	ADP
afs-72267	792	7	a	a	DET
afs-72267	792	8	technology	technology	NOUN
afs-72267	792	9	not	not	PART
afs-72267	792	10	previously	previously	ADV
afs-72267	792	11	used	use	VERB
afs-72267	792	12	in	in	ADP
afs-72267	792	13	the	the	DET
afs-72267	792	14	production	production	NOUN
afs-72267	792	15	process	process	NOUN
afs-72267	792	16	implies	imply	VERB
afs-72267	792	17	technological	technological	ADJ
afs-72267	792	18	change	change	NOUN
afs-72267	792	19	.	.	PUNCT
afs-72267	793	1	there	there	PRON
afs-72267	793	2	are	be	VERB
afs-72267	793	3	numerous	numerous	ADJ
afs-72267	793	4	definitions	definition	NOUN
afs-72267	793	5	of	of	ADP
afs-72267	793	6	technological	technological	ADJ
afs-72267	793	7	or	or	CCONJ
afs-72267	793	8	technical	technical	ADJ
afs-72267	793	9	change	change	NOUN
afs-72267	793	10	.	.	PUNCT
afs-72267	794	1	according	accord	VERB
afs-72267	794	2	to	to	ADP
afs-72267	794	3	hayami	hayami	NOUN
afs-72267	794	4	and	and	CCONJ
afs-72267	794	5	ruttan	ruttan	PROPN
afs-72267	794	6	(	(	PUNCT
afs-72267	794	7	1971	1971	NUM
afs-72267	794	8	)	)	PUNCT
afs-72267	794	9	,	,	PUNCT
afs-72267	794	10	it	it	PRON
afs-72267	794	11	is	be	AUX
afs-72267	794	12	the	the	DET
afs-72267	794	13	substitution	substitution	NOUN
afs-72267	794	14	of	of	ADP
afs-72267	794	15	cheaper	cheap	ADJ
afs-72267	794	16	and	and	CCONJ
afs-72267	794	17	more	more	ADV
afs-72267	794	18	abundant	abundant	ADJ
afs-72267	794	19	factors	factor	NOUN
afs-72267	794	20	of	of	ADP
afs-72267	794	21	production	production	NOUN
afs-72267	794	22	for	for	ADP
afs-72267	794	23	more	more	ADJ
afs-72267	794	24	expenfig	expenfig	NOUN
afs-72267	794	25	.	.	PUNCT
afs-72267	795	1	10	10	NUM
afs-72267	795	2	.	.	PUNCT
afs-72267	796	1	the	the	DET
afs-72267	796	2	connections	connection	NOUN
afs-72267	796	3	between	between	ADP
afs-72267	796	4	sources	source	NOUN
afs-72267	796	5	of	of	ADP
afs-72267	796	6	growth	growth	NOUN
afs-72267	796	7	in	in	ADP
afs-72267	796	8	productivity	productivity	NOUN
afs-72267	796	9	.	.	PUNCT
afs-72267	797	1	283	283	NUM
afs-72267	797	2	sive	sive	ADJ
afs-72267	797	3	and	and	CCONJ
afs-72267	797	4	scarcer	scarcer	NOUN
afs-72267	797	5	ones	one	NOUN
afs-72267	797	6	at	at	ADP
afs-72267	797	7	a	a	DET
afs-72267	797	8	certain	certain	ADJ
afs-72267	797	9	volume	volume	NOUN
afs-72267	797	10	of	of	ADP
afs-72267	797	11	production	production	NOUN
afs-72267	797	12	.	.	PUNCT
afs-72267	798	1	the	the	DET
afs-72267	798	2	constraints	constraint	NOUN
afs-72267	798	3	on	on	ADP
afs-72267	798	4	production	production	NOUN
afs-72267	798	5	caused	cause	VERB
afs-72267	798	6	by	by	ADP
afs-72267	798	7	inelastic	inelastic	ADJ
afs-72267	798	8	supplies	supply	NOUN
afs-72267	798	9	of	of	ADP
afs-72267	798	10	resources	resource	NOUN
afs-72267	798	11	can	can	AUX
afs-72267	798	12	be	be	AUX
afs-72267	798	13	released	release	VERB
afs-72267	798	14	through	through	ADP
afs-72267	798	15	technological	technological	ADJ
afs-72267	798	16	change	change	NOUN
afs-72267	798	17	.	.	PUNCT
afs-72267	799	1	the	the	DET
afs-72267	799	2	quality	quality	NOUN
afs-72267	799	3	of	of	ADP
afs-72267	799	4	inputs	input	NOUN
afs-72267	799	5	will	will	AUX
afs-72267	799	6	be	be	AUX
afs-72267	799	7	improved	improve	VERB
afs-72267	799	8	or	or	CCONJ
afs-72267	799	9	totally	totally	ADV
afs-72267	799	10	new	new	ADJ
afs-72267	799	11	inputs	input	NOUN
afs-72267	799	12	will	will	AUX
afs-72267	799	13	be	be	AUX
afs-72267	799	14	developed	develop	VERB
afs-72267	799	15	.	.	PUNCT
afs-72267	800	1	the	the	DET
afs-72267	800	2	quality	quality	NOUN
afs-72267	800	3	improvements	improvement	NOUN
afs-72267	800	4	of	of	ADP
afs-72267	800	5	inputs	input	NOUN
afs-72267	800	6	,	,	PUNCT
afs-72267	800	7	both	both	PRON
afs-72267	800	8	physical	physical	ADJ
afs-72267	800	9	and	and	CCONJ
afs-72267	800	10	labour	labour	NOUN
afs-72267	800	11	,	,	PUNCT
afs-72267	800	12	are	be	AUX
afs-72267	800	13	due	due	ADJ
afs-72267	800	14	to	to	ADP
afs-72267	800	15	research	research	NOUN
afs-72267	800	16	,	,	PUNCT
afs-72267	800	17	education	education	NOUN
afs-72267	800	18	and	and	CCONJ
afs-72267	800	19	learning	learn	VERB
afs-72267	800	20	by	by	ADP
afs-72267	800	21	experience	experience	NOUN
afs-72267	800	22	.	.	PUNCT
afs-72267	801	1	pinstrup	pinstrup	NOUN
afs-72267	801	2	-	-	PUNCT
afs-72267	801	3	andersen	andersen	PROPN
afs-72267	801	4	(	(	PUNCT
afs-72267	801	5	1982	1982	NUM
afs-72267	801	6	)	)	PUNCT
afs-72267	801	7	refers	refer	VERB
afs-72267	801	8	to	to	ADP
afs-72267	801	9	the	the	DET
afs-72267	801	10	technological	technological	ADJ
afs-72267	801	11	state	state	NOUN
afs-72267	801	12	of	of	ADP
afs-72267	801	13	any	any	DET
afs-72267	801	14	given	give	VERB
afs-72267	801	15	production	production	NOUN
afs-72267	801	16	process	process	NOUN
afs-72267	801	17	as	as	ADP
afs-72267	801	18	the	the	DET
afs-72267	801	19	composition	composition	NOUN
afs-72267	801	20	and	and	CCONJ
afs-72267	801	21	combination	combination	NOUN
afs-72267	801	22	of	of	ADP
afs-72267	801	23	inputs	input	NOUN
afs-72267	801	24	and	and	CCONJ
afs-72267	801	25	technologies	technology	NOUN
afs-72267	801	26	that	that	PRON
afs-72267	801	27	exist	exist	VERB
afs-72267	801	28	at	at	ADP
afs-72267	801	29	a	a	DET
afs-72267	801	30	given	give	VERB
afs-72267	801	31	time	time	NOUN
afs-72267	801	32	.	.	PUNCT
afs-72267	802	1	thus	thus	ADV
afs-72267	802	2	,	,	PUNCT
afs-72267	802	3	technological	technological	ADJ
afs-72267	802	4	change	change	NOUN
afs-72267	802	5	describes	describe	VERB
afs-72267	802	6	a	a	DET
afs-72267	802	7	movement	movement	NOUN
afs-72267	802	8	from	from	ADP
afs-72267	802	9	one	one	NUM
afs-72267	802	10	technological	technological	ADJ
afs-72267	802	11	state	state	NOUN
afs-72267	802	12	to	to	ADP
afs-72267	802	13	another	another	PRON
afs-72267	802	14	.	.	PUNCT
afs-72267	803	1	according	accord	VERB
afs-72267	803	2	to	to	ADP
afs-72267	803	3	vuori	vuori	PROPN
afs-72267	803	4	(	(	PUNCT
afs-72267	803	5	1984	1984	NUM
afs-72267	803	6	)	)	PUNCT
afs-72267	803	7	,	,	PUNCT
afs-72267	803	8	although	although	SCONJ
afs-72267	803	9	difficulties	difficulty	NOUN
afs-72267	803	10	are	be	AUX
afs-72267	803	11	encountered	encounter	VERB
afs-72267	803	12	in	in	ADP
afs-72267	803	13	the	the	DET
afs-72267	803	14	estimation	estimation	NOUN
afs-72267	803	15	of	of	ADP
afs-72267	803	16	technological	technological	ADJ
afs-72267	803	17	change	change	NOUN
afs-72267	803	18	,	,	PUNCT
afs-72267	803	19	it	it	PRON
afs-72267	803	20	is	be	AUX
afs-72267	803	21	usually	usually	ADV
afs-72267	803	22	measured	measure	VERB
afs-72267	803	23	with	with	ADP
afs-72267	803	24	growth	growth	NOUN
afs-72267	803	25	in	in	ADP
afs-72267	803	26	productivity	productivity	NOUN
afs-72267	803	27	.	.	PUNCT
afs-72267	804	1	in	in	ADP
afs-72267	804	2	the	the	DET
afs-72267	804	3	context	context	NOUN
afs-72267	804	4	of	of	ADP
afs-72267	804	5	production	production	NOUN
afs-72267	804	6	function	function	NOUN
afs-72267	804	7	analysis	analysis	NOUN
afs-72267	804	8	,	,	PUNCT
afs-72267	804	9	technological	technological	ADJ
afs-72267	804	10	change	change	NOUN
afs-72267	804	11	manifests	manifest	VERB
afs-72267	804	12	itself	itself	PRON
afs-72267	804	13	in	in	ADP
afs-72267	804	14	several	several	ADJ
afs-72267	804	15	ways	way	NOUN
afs-72267	804	16	.	.	PUNCT
afs-72267	805	1	we	we	PRON
afs-72267	805	2	examine	examine	VERB
afs-72267	805	3	the	the	DET
afs-72267	805	4	cobb	cobb	PROPN
afs-72267	805	5	-	-	PUNCT
afs-72267	805	6	douglas	douglas	PROPN
afs-72267	805	7	function	function	PROPN
afs-72267	805	8	(	(	PUNCT
afs-72267	805	9	3.1	3.1	NUM
afs-72267	805	10	)	)	PUNCT
afs-72267	805	11	q	q	NOUN
afs-72267	805	12	,	,	PUNCT
afs-72267	805	13	=	=	PROPN
afs-72267	805	14	ak	ak	PROPN
afs-72267	805	15	t	t	PROPN
afs-72267	805	16	“	"	PUNCT
afs-72267	805	17	l	l	NOUN
afs-72267	805	18	t	t	NOUN
afs-72267	805	19	f	f	X
afs-72267	805	20	»	»	X
afs-72267	805	21	where	where	SCONJ
afs-72267	805	22	q	q	NOUN
afs-72267	805	23	,	,	PUNCT
afs-72267	805	24	represents	represent	VERB
afs-72267	805	25	production	production	NOUN
afs-72267	805	26	,	,	PUNCT
afs-72267	805	27	k	k	PROPN
afs-72267	805	28	capital	capital	NOUN
afs-72267	805	29	,	,	PUNCT
afs-72267	805	30	l	l	PROPN
afs-72267	805	31	labour	labour	NOUN
afs-72267	805	32	,	,	PUNCT
afs-72267	805	33	a	a	PRON
afs-72267	805	34	is	be	AUX
afs-72267	805	35	a	a	DET
afs-72267	805	36	constant	constant	ADJ
afs-72267	805	37	and	and	CCONJ
afs-72267	805	38	a	a	PRON
afs-72267	805	39	and	and	CCONJ
afs-72267	805	40	p	p	NOUN
afs-72267	805	41	corresponding	correspond	VERB
afs-72267	805	42	elasticities	elasticity	NOUN
afs-72267	805	43	of	of	ADP
afs-72267	805	44	production	production	NOUN
afs-72267	805	45	.	.	PUNCT
afs-72267	806	1	according	accord	VERB
afs-72267	806	2	to	to	ADP
afs-72267	806	3	heertje	heertje	PROPN
afs-72267	806	4	(	(	PUNCT
afs-72267	806	5	1977	1977	NUM
afs-72267	806	6	,	,	PUNCT
afs-72267	806	7	p.	p.	NOUN
afs-72267	806	8	126	126	NUM
afs-72267	806	9	,	,	PUNCT
afs-72267	806	10	147	147	NUM
afs-72267	806	11	)	)	PUNCT
afs-72267	806	12	,	,	PUNCT
afs-72267	806	13	technological	technological	ADJ
afs-72267	806	14	change	change	NOUN
afs-72267	806	15	can	can	AUX
afs-72267	806	16	be	be	AUX
afs-72267	806	17	mirrored	mirror	VERB
afs-72267	806	18	,	,	PUNCT
afs-72267	806	19	firstly	firstly	ADV
afs-72267	806	20	,	,	PUNCT
afs-72267	806	21	as	as	ADP
afs-72267	806	22	an	an	DET
afs-72267	806	23	increase	increase	NOUN
afs-72267	806	24	in	in	ADP
afs-72267	806	25	coefficient	coefficient	NOUN
afs-72267	806	26	a	a	PRON
afs-72267	806	27	,	,	PUNCT
afs-72267	806	28	which	which	PRON
afs-72267	806	29	means	mean	VERB
afs-72267	806	30	that	that	SCONJ
afs-72267	806	31	the	the	DET
afs-72267	806	32	maximum	maximum	NOUN
afs-72267	806	33	of	of	ADP
afs-72267	806	34	q	q	NOUN
afs-72267	806	35	is	be	AUX
afs-72267	806	36	higher	high	ADJ
afs-72267	806	37	though	though	SCONJ
afs-72267	806	38	the	the	DET
afs-72267	806	39	combination	combination	NOUN
afs-72267	806	40	of	of	ADP
afs-72267	806	41	production	production	NOUN
afs-72267	806	42	factors	factor	NOUN
afs-72267	806	43	remains	remain	VERB
afs-72267	806	44	the	the	DET
afs-72267	806	45	same	same	ADJ
afs-72267	806	46	.	.	PUNCT
afs-72267	807	1	at	at	ADP
afs-72267	807	2	the	the	DET
afs-72267	807	3	same	same	ADJ
afs-72267	807	4	time	time	NOUN
afs-72267	807	5	,	,	PUNCT
afs-72267	807	6	it	it	PRON
afs-72267	807	7	can	can	AUX
afs-72267	807	8	be	be	AUX
afs-72267	807	9	viewed	view	VERB
afs-72267	807	10	as	as	ADP
afs-72267	807	11	a	a	DET
afs-72267	807	12	shift	shift	NOUN
afs-72267	807	13	in	in	ADP
afs-72267	807	14	the	the	DET
afs-72267	807	15	production	production	NOUN
afs-72267	807	16	function	function	NOUN
afs-72267	807	17	.	.	PUNCT
afs-72267	808	1	in	in	ADP
afs-72267	808	2	the	the	DET
afs-72267	808	3	case	case	NOUN
afs-72267	808	4	of	of	ADP
afs-72267	808	5	a	a	DET
afs-72267	808	6	microeconomic	microeconomic	ADJ
afs-72267	808	7	production	production	NOUN
afs-72267	808	8	function	function	NOUN
afs-72267	808	9	,	,	PUNCT
afs-72267	808	10	technological	technological	ADJ
afs-72267	808	11	change	change	NOUN
afs-72267	808	12	,	,	PUNCT
afs-72267	808	13	secondly	secondly	ADV
afs-72267	808	14	,	,	PUNCT
afs-72267	808	15	can	can	AUX
afs-72267	808	16	alter	alter	VERB
afs-72267	808	17	the	the	DET
afs-72267	808	18	elasticity	elasticity	NOUN
afs-72267	808	19	of	of	ADP
afs-72267	808	20	scale	scale	NOUN
afs-72267	808	21	(	(	PUNCT
afs-72267	808	22	a	a	DET
afs-72267	808	23	+	+	X
afs-72267	808	24	p	p	NOUN
afs-72267	808	25	)	)	PUNCT
afs-72267	808	26	,	,	PUNCT
afs-72267	808	27	but	but	CCONJ
afs-72267	808	28	a	a	DET
afs-72267	808	29	difficulty	difficulty	NOUN
afs-72267	808	30	here	here	ADV
afs-72267	808	31	is	be	AUX
afs-72267	808	32	that	that	SCONJ
afs-72267	808	33	such	such	ADJ
afs-72267	808	34	alteration	alteration	NOUN
afs-72267	808	35	can	can	AUX
afs-72267	808	36	also	also	ADV
afs-72267	808	37	be	be	AUX
afs-72267	808	38	caused	cause	VERB
afs-72267	808	39	by	by	ADP
afs-72267	808	40	growth	growth	NOUN
afs-72267	808	41	of	of	ADP
afs-72267	808	42	the	the	DET
afs-72267	808	43	firm	firm	NOUN
afs-72267	808	44	.	.	PUNCT
afs-72267	809	1	thirdly	thirdly	ADV
afs-72267	809	2	,	,	PUNCT
afs-72267	809	3	technological	technological	ADJ
afs-72267	809	4	change	change	NOUN
afs-72267	809	5	can	can	AUX
afs-72267	809	6	alter	alter	VERB
afs-72267	809	7	the	the	DET
afs-72267	809	8	elasticity	elasticity	NOUN
afs-72267	809	9	of	of	ADP
afs-72267	809	10	production	production	NOUN
afs-72267	809	11	so	so	SCONJ
afs-72267	809	12	that	that	SCONJ
afs-72267	809	13	growth	growth	NOUN
afs-72267	809	14	in	in	ADP
afs-72267	809	15	either	either	CCONJ
afs-72267	809	16	a	a	PRON
afs-72267	809	17	or	or	CCONJ
afs-72267	809	18	p	p	NOUN
afs-72267	809	19	occurs	occur	VERB
afs-72267	809	20	separately	separately	ADV
afs-72267	809	21	,	,	PUNCT
afs-72267	809	22	resulting	result	VERB
afs-72267	809	23	in	in	ADP
afs-72267	809	24	more	more	ADJ
afs-72267	809	25	capital	capital	NOUN
afs-72267	809	26	-	-	PUNCT
afs-72267	809	27	intensive	intensive	ADJ
afs-72267	809	28	or	or	CCONJ
afs-72267	809	29	labourintensive	labourintensive	ADJ
afs-72267	809	30	production	production	NOUN
afs-72267	809	31	methods	method	NOUN
afs-72267	809	32	.	.	PUNCT
afs-72267	810	1	heertje	heertje	PROPN
afs-72267	810	2	(	(	PUNCT
afs-72267	810	3	1977	1977	NUM
afs-72267	810	4	)	)	PUNCT
afs-72267	810	5	reviews	review	VERB
afs-72267	810	6	two	two	NUM
afs-72267	810	7	forms	form	NOUN
afs-72267	810	8	of	of	ADP
afs-72267	810	9	technological	technological	ADJ
afs-72267	810	10	change	change	NOUN
afs-72267	810	11	:	:	PUNCT
afs-72267	810	12	the	the	DET
afs-72267	810	13	case	case	NOUN
afs-72267	810	14	when	when	SCONJ
afs-72267	810	15	technological	technological	ADJ
afs-72267	810	16	change	change	NOUN
afs-72267	810	17	is	be	AUX
afs-72267	810	18	embodied	embody	VERB
afs-72267	810	19	in	in	ADP
afs-72267	810	20	capital	capital	NOUN
afs-72267	810	21	goods	good	NOUN
afs-72267	810	22	used	use	VERB
afs-72267	810	23	by	by	ADP
afs-72267	810	24	the	the	DET
afs-72267	810	25	firm	firm	NOUN
afs-72267	810	26	and	and	CCONJ
afs-72267	810	27	the	the	DET
afs-72267	810	28	case	case	NOUN
afs-72267	810	29	of	of	ADP
afs-72267	810	30	disembodied	disembodied	ADJ
afs-72267	810	31	technological	technological	ADJ
afs-72267	810	32	change	change	NOUN
afs-72267	810	33	not	not	PART
afs-72267	810	34	related	relate	VERB
afs-72267	810	35	to	to	ADP
afs-72267	810	36	capital	capital	NOUN
afs-72267	810	37	goods	good	NOUN
afs-72267	810	38	.	.	PUNCT
afs-72267	811	1	the	the	DET
afs-72267	811	2	division	division	NOUN
afs-72267	811	3	is	be	AUX
afs-72267	811	4	made	make	VERB
afs-72267	811	5	in	in	ADP
afs-72267	811	6	order	order	NOUN
afs-72267	811	7	to	to	PART
afs-72267	811	8	create	create	VERB
afs-72267	811	9	an	an	DET
afs-72267	811	10	operationally	operationally	ADV
afs-72267	811	11	suitable	suitable	ADJ
afs-72267	811	12	distinction	distinction	NOUN
afs-72267	811	13	between	between	ADP
afs-72267	811	14	quality	quality	NOUN
afs-72267	811	15	improvements	improvement	NOUN
afs-72267	811	16	in	in	ADP
afs-72267	811	17	capital	capital	NOUN
afs-72267	811	18	goods	good	NOUN
afs-72267	811	19	and	and	CCONJ
afs-72267	811	20	other	other	ADJ
afs-72267	811	21	quality	quality	NOUN
afs-72267	811	22	improvements	improvement	NOUN
afs-72267	811	23	(	(	PUNCT
afs-72267	811	24	cf	cf	NOUN
afs-72267	811	25	.	.	PUNCT
afs-72267	812	1	also	also	ADV
afs-72267	812	2	hemilä	hemilä	NOUN
afs-72267	812	3	1982	1982	NUM
afs-72267	812	4	)	)	PUNCT
afs-72267	812	5	.	.	PUNCT
afs-72267	813	1	the	the	DET
afs-72267	813	2	embodied	embody	VERB
afs-72267	813	3	form	form	NOUN
afs-72267	813	4	of	of	ADP
afs-72267	813	5	technological	technological	ADJ
afs-72267	813	6	change	change	NOUN
afs-72267	813	7	implies	imply	VERB
afs-72267	813	8	that	that	SCONJ
afs-72267	813	9	the	the	DET
afs-72267	813	10	farm	farm	NOUN
afs-72267	813	11	is	be	AUX
afs-72267	813	12	supplied	supply	VERB
afs-72267	813	13	with	with	ADP
afs-72267	813	14	innovations	innovation	NOUN
afs-72267	813	15	in	in	ADP
afs-72267	813	16	the	the	DET
afs-72267	813	17	form	form	NOUN
afs-72267	813	18	of	of	ADP
afs-72267	813	19	capital	capital	NOUN
afs-72267	813	20	assets	asset	NOUN
afs-72267	813	21	and	and	CCONJ
afs-72267	813	22	equipment	equipment	NOUN
afs-72267	813	23	of	of	ADP
afs-72267	813	24	a	a	DET
afs-72267	813	25	certain	certain	ADJ
afs-72267	813	26	vintage	vintage	NOUN
afs-72267	813	27	(	(	PUNCT
afs-72267	813	28	machines	machine	NOUN
afs-72267	813	29	,	,	PUNCT
afs-72267	813	30	buildings	building	NOUN
afs-72267	813	31	,	,	PUNCT
afs-72267	813	32	seed	seed	NOUN
afs-72267	813	33	etc	etc	X
afs-72267	813	34	.	.	PUNCT
afs-72267	813	35	)	)	PUNCT
afs-72267	813	36	.	.	PUNCT
afs-72267	814	1	one	one	NUM
afs-72267	814	2	central	central	ADJ
afs-72267	814	3	force	force	NOUN
afs-72267	814	4	behind	behind	ADP
afs-72267	814	5	this	this	DET
afs-72267	814	6	type	type	NOUN
afs-72267	814	7	of	of	ADP
afs-72267	814	8	technological	technological	ADJ
afs-72267	814	9	change	change	NOUN
afs-72267	814	10	is	be	AUX
afs-72267	814	11	agricultural	agricultural	ADJ
afs-72267	814	12	research	research	NOUN
afs-72267	814	13	,	,	PUNCT
afs-72267	814	14	which	which	PRON
afs-72267	814	15	increases	increase	VERB
afs-72267	814	16	productivity	productivity	NOUN
afs-72267	814	17	in	in	ADP
afs-72267	814	18	many	many	ADJ
afs-72267	814	19	ways	way	NOUN
afs-72267	814	20	.	.	PUNCT
afs-72267	815	1	it	it	PRON
afs-72267	815	2	lowers	lower	VERB
afs-72267	815	3	production	production	NOUN
afs-72267	815	4	costs	cost	NOUN
afs-72267	815	5	,	,	PUNCT
afs-72267	815	6	increases	increase	VERB
afs-72267	815	7	production	production	NOUN
afs-72267	815	8	,	,	PUNCT
afs-72267	815	9	improves	improve	VERB
afs-72267	815	10	the	the	DET
afs-72267	815	11	quality	quality	NOUN
afs-72267	815	12	of	of	ADP
afs-72267	815	13	the	the	DET
afs-72267	815	14	product	product	NOUN
afs-72267	815	15	,	,	PUNCT
afs-72267	815	16	creates	create	VERB
afs-72267	815	17	totally	totally	ADV
afs-72267	815	18	new	new	ADJ
afs-72267	815	19	products	product	NOUN
afs-72267	815	20	or	or	CCONJ
afs-72267	815	21	lessens	lessen	VERB
afs-72267	815	22	the	the	DET
afs-72267	815	23	vulnerability	vulnerability	NOUN
afs-72267	815	24	to	to	ADP
afs-72267	815	25	uncontrolled	uncontrolled	ADJ
afs-72267	815	26	factors	factor	NOUN
afs-72267	815	27	.	.	PUNCT
afs-72267	816	1	the	the	DET
afs-72267	816	2	disembodied	disembodied	ADJ
afs-72267	816	3	form	form	NOUN
afs-72267	816	4	of	of	ADP
afs-72267	816	5	technological	technological	ADJ
afs-72267	816	6	change	change	NOUN
afs-72267	816	7	is	be	AUX
afs-72267	816	8	not	not	PART
afs-72267	816	9	dependent	dependent	ADJ
afs-72267	816	10	on	on	ADP
afs-72267	816	11	capital	capital	NOUN
afs-72267	816	12	.	.	PUNCT
afs-72267	817	1	it	it	PRON
afs-72267	817	2	consists	consist	VERB
afs-72267	817	3	mainly	mainly	ADV
afs-72267	817	4	of	of	ADP
afs-72267	817	5	factors	factor	NOUN
afs-72267	817	6	that	that	PRON
afs-72267	817	7	increase	increase	VERB
afs-72267	817	8	farmers	farmer	NOUN
afs-72267	817	9	professional	professional	ADJ
afs-72267	817	10	skills	skill	NOUN
afs-72267	817	11	,	,	PUNCT
afs-72267	817	12	e.g.	e.g.	ADV
afs-72267	817	13	education	education	NOUN
afs-72267	817	14	and	and	CCONJ
afs-72267	817	15	learning	learn	VERB
afs-72267	817	16	by	by	ADP
afs-72267	817	17	doing	do	VERB
afs-72267	817	18	.	.	PUNCT
afs-72267	818	1	increased	increase	VERB
afs-72267	818	2	opportunities	opportunity	NOUN
afs-72267	818	3	for	for	ADP
afs-72267	818	4	education	education	NOUN
afs-72267	818	5	raise	raise	VERB
afs-72267	818	6	the	the	DET
afs-72267	818	7	farmer	farmer	NOUN
afs-72267	818	8	’s	’s	PART
afs-72267	818	9	own	own	ADJ
afs-72267	818	10	productivity	productivity	NOUN
afs-72267	818	11	and	and	CCONJ
afs-72267	818	12	increase	increase	VERB
afs-72267	818	13	the	the	DET
afs-72267	818	14	marginal	marginal	ADJ
afs-72267	818	15	product	product	NOUN
afs-72267	818	16	for	for	ADP
afs-72267	818	17	a	a	DET
afs-72267	818	18	given	give	VERB
afs-72267	818	19	volume	volume	NOUN
afs-72267	818	20	of	of	ADP
afs-72267	818	21	inputs	input	NOUN
afs-72267	818	22	.	.	PUNCT
afs-72267	819	1	better	well	ADJ
afs-72267	819	2	education	education	NOUN
afs-72267	819	3	also	also	ADV
afs-72267	819	4	increases	increase	VERB
afs-72267	819	5	the	the	DET
afs-72267	819	6	ability	ability	NOUN
afs-72267	819	7	to	to	PART
afs-72267	819	8	acquire	acquire	VERB
afs-72267	819	9	information	information	NOUN
afs-72267	819	10	,	,	PUNCT
afs-72267	819	11	to	to	PART
afs-72267	819	12	interpret	interpret	VERB
afs-72267	819	13	statements	statement	NOUN
afs-72267	819	14	about	about	ADP
afs-72267	819	15	costs	cost	NOUN
afs-72267	819	16	and	and	CCONJ
afs-72267	819	17	prices	price	NOUN
afs-72267	819	18	,	,	PUNCT
afs-72267	819	19	and	and	CCONJ
afs-72267	819	20	the	the	DET
afs-72267	819	21	adaption	adaption	NOUN
afs-72267	819	22	of	of	ADP
afs-72267	819	23	new	new	ADJ
afs-72267	819	24	production	production	NOUN
afs-72267	819	25	methods	method	NOUN
afs-72267	819	26	.	.	PUNCT
afs-72267	820	1	there	there	PRON
afs-72267	820	2	are	be	VERB
afs-72267	820	3	,	,	PUNCT
afs-72267	820	4	however	however	ADV
afs-72267	820	5	,	,	PUNCT
afs-72267	820	6	also	also	ADV
afs-72267	820	7	a	a	DET
afs-72267	820	8	number	number	NOUN
afs-72267	820	9	of	of	ADP
afs-72267	820	10	factors	factor	NOUN
afs-72267	820	11	affecting	affect	VERB
afs-72267	820	12	changes	change	NOUN
afs-72267	820	13	in	in	ADP
afs-72267	820	14	productivity	productivity	NOUN
afs-72267	820	15	which	which	PRON
afs-72267	820	16	are	be	AUX
afs-72267	820	17	more	more	ADV
afs-72267	820	18	difficult	difficult	ADJ
afs-72267	820	19	to	to	PART
afs-72267	820	20	grasp	grasp	VERB
afs-72267	820	21	.	.	PUNCT
afs-72267	821	1	according	accord	VERB
afs-72267	821	2	to	to	ADP
afs-72267	821	3	rosenberg	rosenberg	PROPN
afs-72267	821	4	(	(	PUNCT
afs-72267	821	5	1982	1982	NUM
afs-72267	821	6	)	)	PUNCT
afs-72267	821	7	,	,	PUNCT
afs-72267	821	8	the	the	DET
afs-72267	821	9	role	role	NOUN
afs-72267	821	10	of	of	ADP
afs-72267	821	11	inter	inter	ADJ
afs-72267	821	12	-	-	ADJ
afs-72267	821	13	industry	industry	ADJ
afs-72267	821	14	relations	relation	NOUN
afs-72267	821	15	,	,	PUNCT
afs-72267	821	16	improved	improved	ADJ
afs-72267	821	17	roadnetworks	roadnetwork	NOUN
afs-72267	821	18	and	and	CCONJ
afs-72267	821	19	transport	transport	NOUN
afs-72267	821	20	facilities	facility	NOUN
afs-72267	821	21	are	be	AUX
afs-72267	821	22	important	important	ADJ
afs-72267	821	23	in	in	ADP
afs-72267	821	24	considering	consider	VERB
afs-72267	821	25	the	the	DET
afs-72267	821	26	contribution	contribution	NOUN
afs-72267	821	27	of	of	ADP
afs-72267	821	28	technical	technical	ADJ
afs-72267	821	29	progress	progress	NOUN
afs-72267	821	30	to	to	AUX
afs-72267	821	31	growth	growth	VERB
afs-72267	821	32	in	in	ADP
afs-72267	821	33	productivity	productivity	NOUN
afs-72267	821	34	.	.	PUNCT
afs-72267	822	1	changing	change	VERB
afs-72267	822	2	patterns	pattern	NOUN
afs-72267	822	3	in	in	ADP
afs-72267	822	4	values	value	NOUN
afs-72267	822	5	and	and	CCONJ
afs-72267	822	6	attitudes	attitude	NOUN
afs-72267	822	7	probably	probably	ADV
afs-72267	822	8	have	have	VERB
afs-72267	822	9	a	a	DET
afs-72267	822	10	substantial	substantial	ADJ
afs-72267	822	11	influence	influence	NOUN
afs-72267	822	12	in	in	ADP
afs-72267	822	13	the	the	DET
afs-72267	822	14	very	very	ADV
afs-72267	822	15	long	long	ADJ
afs-72267	822	16	run	run	NOUN
afs-72267	822	17	.	.	PUNCT
afs-72267	823	1	they	they	PRON
afs-72267	823	2	may	may	AUX
afs-72267	823	3	be	be	AUX
afs-72267	823	4	of	of	ADP
afs-72267	823	5	crucial	crucial	ADJ
afs-72267	823	6	importance	importance	NOUN
afs-72267	823	7	when	when	SCONJ
afs-72267	823	8	technical	technical	ADJ
afs-72267	823	9	change	change	NOUN
afs-72267	823	10	is	be	AUX
afs-72267	823	11	viewed	view	VERB
afs-72267	823	12	with	with	ADP
afs-72267	823	13	a	a	DET
afs-72267	823	14	historical	historical	ADJ
afs-72267	823	15	perspective	perspective	NOUN
afs-72267	823	16	.	.	PUNCT
afs-72267	824	1	the	the	DET
afs-72267	824	2	importance	importance	NOUN
afs-72267	824	3	ofknowledge	ofknowledge	NOUN
afs-72267	824	4	borrowed	borrow	VERB
afs-72267	824	5	from	from	ADP
afs-72267	824	6	abroad	abroad	ADV
afs-72267	824	7	has	have	AUX
afs-72267	824	8	also	also	ADV
afs-72267	824	9	been	be	AUX
afs-72267	824	10	discussed	discuss	VERB
afs-72267	824	11	rather	rather	ADV
afs-72267	824	12	little	little	ADJ
afs-72267	824	13	.	.	PUNCT
afs-72267	825	1	all	all	DET
afs-72267	825	2	these	these	DET
afs-72267	825	3	factors	factor	NOUN
afs-72267	825	4	are	be	AUX
afs-72267	825	5	examples	example	NOUN
afs-72267	825	6	of	of	ADP
afs-72267	825	7	disembodied	disembodied	ADJ
afs-72267	825	8	technological	technological	ADJ
afs-72267	825	9	change	change	NOUN
afs-72267	825	10	.	.	PUNCT
afs-72267	826	1	it	it	PRON
afs-72267	826	2	is	be	AUX
afs-72267	826	3	important	important	ADJ
afs-72267	826	4	to	to	PART
afs-72267	826	5	distinguish	distinguish	VERB
afs-72267	826	6	between	between	ADP
afs-72267	826	7	the	the	DET
afs-72267	826	8	two	two	NUM
afs-72267	826	9	types	type	NOUN
afs-72267	826	10	when	when	SCONJ
afs-72267	826	11	attempts	attempt	NOUN
afs-72267	826	12	are	be	AUX
afs-72267	826	13	made	make	VERB
afs-72267	826	14	to	to	PART
afs-72267	826	15	quantify	quantify	VERB
afs-72267	826	16	the	the	DET
afs-72267	826	17	technological	technological	ADJ
afs-72267	826	18	change	change	NOUN
afs-72267	826	19	.	.	PUNCT
afs-72267	827	1	heertje	heertje	NOUN
afs-72267	827	2	(	(	PUNCT
afs-72267	827	3	1977	1977	NUM
afs-72267	827	4	,	,	PUNCT
afs-72267	827	5	p.	p.	NOUN
afs-72267	827	6	174—178	174—178	NUM
afs-72267	827	7	)	)	PUNCT
afs-72267	827	8	shows	show	VERB
afs-72267	827	9	that	that	SCONJ
afs-72267	827	10	the	the	DET
afs-72267	827	11	production	production	NOUN
afs-72267	827	12	func284	func284	PROPN
afs-72267	827	13	tion	tion	NOUN
afs-72267	827	14	can	can	AUX
afs-72267	827	15	be	be	AUX
afs-72267	827	16	expressed	express	VERB
afs-72267	827	17	in	in	ADP
afs-72267	827	18	the	the	DET
afs-72267	827	19	following	following	ADJ
afs-72267	827	20	way	way	NOUN
afs-72267	827	21	.	.	PUNCT
afs-72267	828	1	when	when	SCONJ
afs-72267	828	2	technological	technological	ADJ
afs-72267	828	3	change	change	NOUN
afs-72267	828	4	is	be	AUX
afs-72267	828	5	embodied	embody	VERB
afs-72267	828	6	in	in	ADP
afs-72267	828	7	capital	capital	NOUN
afs-72267	828	8	goods	good	NOUN
afs-72267	828	9	produced	produce	VERB
afs-72267	828	10	in	in	ADP
afs-72267	828	11	the	the	DET
afs-72267	828	12	year	year	NOUN
afs-72267	828	13	v	v	NOUN
afs-72267	828	14	(	(	PUNCT
afs-72267	828	15	vintage	vintage	NOUN
afs-72267	828	16	)	)	PUNCT
afs-72267	828	17	production	production	NOUN
afs-72267	828	18	in	in	ADP
afs-72267	828	19	the	the	DET
afs-72267	828	20	year	year	NOUN
afs-72267	828	21	t	t	PROPN
afs-72267	828	22	will	will	AUX
afs-72267	828	23	depend	depend	VERB
afs-72267	828	24	on	on	ADP
afs-72267	828	25	the	the	DET
afs-72267	828	26	state	state	NOUN
afs-72267	828	27	of	of	ADP
afs-72267	828	28	technology	technology	NOUN
afs-72267	828	29	in	in	ADP
afs-72267	828	30	the	the	DET
afs-72267	828	31	year	year	NOUN
afs-72267	828	32	v.	v.	ADP
afs-72267	828	33	the	the	DET
afs-72267	828	34	production	production	NOUN
afs-72267	828	35	function	function	NOUN
afs-72267	828	36	becomes	become	VERB
afs-72267	828	37	:	:	PUNCT
afs-72267	828	38	(	(	PUNCT
afs-72267	828	39	3.2	3.2	NUM
afs-72267	828	40	.	.	PUNCT
afs-72267	828	41	)	)	PUNCT
afs-72267	829	1	q(v	q(v	PROPN
afs-72267	829	2	,	,	PUNCT
afs-72267	829	3	t	t	PROPN
afs-72267	829	4	)	)	PUNCT
afs-72267	829	5	=	=	PUNCT
afs-72267	830	1	a(v)f(k(v	a(v)f(k(v	PROPN
afs-72267	830	2	,	,	PUNCT
afs-72267	830	3	t	t	PROPN
afs-72267	830	4	)	)	PUNCT
afs-72267	830	5	,	,	PUNCT
afs-72267	830	6	l(v.t	l(v.t	PROPN
afs-72267	830	7	)	)	PUNCT
afs-72267	830	8	)	)	PUNCT
afs-72267	830	9	if	if	SCONJ
afs-72267	830	10	technical	technical	ADJ
afs-72267	830	11	change	change	NOUN
afs-72267	830	12	is	be	AUX
afs-72267	830	13	not	not	PART
afs-72267	830	14	embodied	embody	VERB
afs-72267	830	15	in	in	ADP
afs-72267	830	16	capital	capital	NOUN
afs-72267	830	17	goods	good	NOUN
afs-72267	830	18	the	the	DET
afs-72267	830	19	level	level	NOUN
afs-72267	830	20	of	of	ADP
afs-72267	830	21	production	production	NOUN
afs-72267	830	22	(	(	PUNCT
afs-72267	830	23	as	as	ADV
afs-72267	830	24	far	far	ADV
afs-72267	830	25	as	as	SCONJ
afs-72267	830	26	technological	technological	ADJ
afs-72267	830	27	change	change	NOUN
afs-72267	830	28	is	be	AUX
afs-72267	830	29	concerned	concern	VERB
afs-72267	830	30	)	)	PUNCT
afs-72267	830	31	depends	depend	VERB
afs-72267	830	32	only	only	ADV
afs-72267	830	33	on	on	ADP
afs-72267	830	34	the	the	DET
afs-72267	830	35	general	general	ADJ
afs-72267	830	36	trend	trend	NOUN
afs-72267	830	37	factor	factor	NOUN
afs-72267	830	38	in	in	ADP
afs-72267	830	39	period	period	NOUN
afs-72267	830	40	t	t	PROPN
afs-72267	830	41	:	:	PUNCT
afs-72267	830	42	(	(	PUNCT
afs-72267	830	43	3.3	3.3	NUM
afs-72267	830	44	.	.	PUNCT
afs-72267	830	45	)	)	PUNCT
afs-72267	831	1	q(v	q(v	PROPN
afs-72267	831	2	,	,	PUNCT
afs-72267	831	3	t	t	PROPN
afs-72267	831	4	)	)	PUNCT
afs-72267	831	5	=	=	PUNCT
afs-72267	832	1	a(t)f(k(v	a(t)f(k(v	PROPN
afs-72267	832	2	,	,	PUNCT
afs-72267	832	3	t	t	PROPN
afs-72267	832	4	)	)	PUNCT
afs-72267	832	5	,	,	PUNCT
afs-72267	832	6	l(v	l(v	PROPN
afs-72267	832	7	,	,	PUNCT
afs-72267	832	8	t	t	PROPN
afs-72267	832	9	»	»	PUNCT
afs-72267	832	10	in	in	ADP
afs-72267	832	11	the	the	DET
afs-72267	832	12	former	former	ADJ
afs-72267	832	13	case	case	NOUN
afs-72267	832	14	one	one	PRON
afs-72267	832	15	should	should	AUX
afs-72267	832	16	construct	construct	VERB
afs-72267	832	17	a	a	DET
afs-72267	832	18	model	model	NOUN
afs-72267	832	19	which	which	PRON
afs-72267	832	20	shows	show	VERB
afs-72267	832	21	that	that	SCONJ
afs-72267	832	22	the	the	DET
afs-72267	832	23	productivity	productivity	NOUN
afs-72267	832	24	of	of	ADP
afs-72267	832	25	capital	capital	NOUN
afs-72267	832	26	goods	good	NOUN
afs-72267	832	27	depends	depend	VERB
afs-72267	832	28	on	on	ADP
afs-72267	832	29	the	the	DET
afs-72267	832	30	year	year	NOUN
afs-72267	832	31	v	v	NOUN
afs-72267	832	32	in	in	ADP
afs-72267	832	33	which	which	PRON
afs-72267	832	34	they	they	PRON
afs-72267	832	35	were	be	AUX
afs-72267	832	36	made	make	VERB
afs-72267	832	37	.	.	PUNCT
afs-72267	833	1	with	with	ADP
afs-72267	833	2	a	a	DET
afs-72267	833	3	cobb	cobb	PROPN
afs-72267	833	4	-	-	PUNCT
afs-72267	833	5	douglas	douglas	PROPN
afs-72267	833	6	function	function	PROPN
afs-72267	833	7	,	,	PUNCT
afs-72267	833	8	the	the	DET
afs-72267	833	9	technological	technological	ADJ
afs-72267	833	10	change	change	NOUN
afs-72267	833	11	embodied	embody	VERB
afs-72267	833	12	in	in	ADP
afs-72267	833	13	capital	capital	NOUN
afs-72267	833	14	goods	good	NOUN
afs-72267	833	15	can	can	AUX
afs-72267	833	16	be	be	AUX
afs-72267	833	17	expressed	express	VERB
afs-72267	833	18	as	as	ADP
afs-72267	833	19	:	:	PUNCT
afs-72267	833	20	(	(	PUNCT
afs-72267	833	21	3.4	3.4	NUM
afs-72267	833	22	.	.	PUNCT
afs-72267	833	23	)	)	PUNCT
afs-72267	834	1	q(v	q(v	PROPN
afs-72267	834	2	,	,	PUNCT
afs-72267	834	3	t	t	PROPN
afs-72267	834	4	)	)	PUNCT
afs-72267	834	5	=	=	PUNCT
afs-72267	834	6	be	be	AUX
afs-72267	834	7	"	"	PUNCT
afs-72267	834	8	l(v	l(v	PROPN
afs-72267	834	9	,	,	PUNCT
afs-72267	834	10	t	t	PROPN
afs-72267	834	11	)	)	PUNCT
afs-72267	834	12	°	°	PROPN
afs-72267	834	13	k(v	k(v	PROPN
afs-72267	834	14	,	,	PUNCT
afs-72267	834	15	t)'-	t)'-	VERB
afs-72267	834	16	°	°	ADP
afs-72267	834	17	where	where	SCONJ
afs-72267	834	18	e	e	NOUN
afs-72267	834	19	tv	tv	NOUN
afs-72267	834	20	is	be	AUX
afs-72267	834	21	the	the	DET
afs-72267	834	22	embodied	embodied	ADJ
afs-72267	834	23	technological	technological	ADJ
afs-72267	834	24	change	change	NOUN
afs-72267	834	25	.	.	PUNCT
afs-72267	835	1	the	the	DET
afs-72267	835	2	disembodiedtechnological	disembodiedtechnological	ADJ
afs-72267	835	3	change	change	NOUN
afs-72267	835	4	is	be	AUX
afs-72267	835	5	easy	easy	ADJ
afs-72267	835	6	to	to	PART
afs-72267	835	7	introduce	introduce	VERB
afs-72267	835	8	through	through	ADP
afs-72267	835	9	the	the	DET
afs-72267	835	10	trend	trend	NOUN
afs-72267	835	11	factor	factor	NOUN
afs-72267	835	12	erv+rl	erv+rl	VERB
afs-72267	835	13	where	where	SCONJ
afs-72267	835	14	r	r	NOUN
afs-72267	835	15	is	be	AUX
afs-72267	835	16	a	a	DET
afs-72267	835	17	measure	measure	NOUN
afs-72267	835	18	of	of	ADP
afs-72267	835	19	the	the	DET
afs-72267	835	20	rate	rate	NOUN
afs-72267	835	21	of	of	ADP
afs-72267	835	22	disembodied	disembodied	ADJ
afs-72267	835	23	technological	technological	ADJ
afs-72267	835	24	change	change	NOUN
afs-72267	835	25	.	.	PUNCT
afs-72267	836	1	another	another	DET
afs-72267	836	2	important	important	ADJ
afs-72267	836	3	divider	divider	NOUN
afs-72267	836	4	between	between	ADP
afs-72267	836	5	different	different	ADJ
afs-72267	836	6	forms	form	NOUN
afs-72267	836	7	of	of	ADP
afs-72267	836	8	technological	technological	ADJ
afs-72267	836	9	change	change	NOUN
afs-72267	836	10	is	be	AUX
afs-72267	836	11	that	that	SCONJ
afs-72267	836	12	between	between	ADP
afs-72267	836	13	exogenous	exogenous	ADJ
afs-72267	836	14	and	and	CCONJ
afs-72267	836	15	endogenous	endogenous	ADJ
afs-72267	836	16	technologi	technologi	NOUN
afs-72267	836	17	cal	cal	NOUN
afs-72267	836	18	change	change	NOUN
afs-72267	836	19	.	.	PUNCT
afs-72267	837	1	when	when	SCONJ
afs-72267	837	2	technological	technological	ADJ
afs-72267	837	3	change	change	NOUN
afs-72267	837	4	is	be	AUX
afs-72267	837	5	treated	treat	VERB
afs-72267	837	6	as	as	ADP
afs-72267	837	7	an	an	DET
afs-72267	837	8	externally	externally	ADV
afs-72267	837	9	predetermined	predetermine	VERB
afs-72267	837	10	factor	factor	NOUN
afs-72267	837	11	without	without	ADP
afs-72267	837	12	explaining	explain	VERB
afs-72267	837	13	the	the	DET
afs-72267	837	14	sources	source	NOUN
afs-72267	837	15	behind	behind	ADP
afs-72267	837	16	it	it	PRON
afs-72267	837	17	,	,	PUNCT
afs-72267	837	18	it	it	PRON
afs-72267	837	19	is	be	AUX
afs-72267	837	20	exogenous	exogenous	ADJ
afs-72267	837	21	.	.	PUNCT
afs-72267	838	1	technological	technological	ADJ
afs-72267	838	2	change	change	NOUN
afs-72267	838	3	is	be	AUX
afs-72267	838	4	then	then	ADV
afs-72267	838	5	attributed	attribute	VERB
afs-72267	838	6	the	the	DET
afs-72267	838	7	passing	passing	NOUN
afs-72267	838	8	of	of	ADP
afs-72267	838	9	time	time	NOUN
afs-72267	838	10	.	.	PUNCT
afs-72267	839	1	the	the	DET
afs-72267	839	2	previous	previous	ADJ
afs-72267	839	3	expressions	expression	NOUN
afs-72267	839	4	(	(	PUNCT
afs-72267	839	5	3.2	3.2	NUM
afs-72267	839	6	)	)	PUNCT
afs-72267	839	7	,	,	PUNCT
afs-72267	839	8	(	(	PUNCT
afs-72267	839	9	3.3	3.3	NUM
afs-72267	839	10	)	)	PUNCT
afs-72267	839	11	and	and	CCONJ
afs-72267	839	12	(	(	PUNCT
afs-72267	839	13	3.4	3.4	NUM
afs-72267	839	14	)	)	PUNCT
afs-72267	839	15	can	can	AUX
afs-72267	839	16	all	all	PRON
afs-72267	839	17	be	be	AUX
afs-72267	839	18	considered	consider	VERB
afs-72267	839	19	exogenous	exogenous	ADJ
afs-72267	839	20	treatments	treatment	NOUN
afs-72267	839	21	.	.	PUNCT
afs-72267	840	1	technological	technological	ADJ
afs-72267	840	2	change	change	NOUN
afs-72267	840	3	embodied	embody	VERB
afs-72267	840	4	in	in	ADP
afs-72267	840	5	capital	capital	NOUN
afs-72267	840	6	goods	good	NOUN
afs-72267	840	7	is	be	AUX
afs-72267	840	8	always	always	ADV
afs-72267	840	9	exogenous	exogenous	ADJ
afs-72267	840	10	,	,	PUNCT
afs-72267	840	11	while	while	SCONJ
afs-72267	840	12	the	the	DET
afs-72267	840	13	increase	increase	NOUN
afs-72267	840	14	in	in	ADP
afs-72267	840	15	the	the	DET
afs-72267	840	16	productivity	productivity	NOUN
afs-72267	840	17	of	of	ADP
afs-72267	840	18	capital	capital	NOUN
afs-72267	840	19	goods	good	NOUN
afs-72267	840	20	is	be	AUX
afs-72267	840	21	attributed	attribute	VERB
afs-72267	840	22	time	time	NOUN
afs-72267	840	23	(	(	PUNCT
afs-72267	840	24	the	the	DET
afs-72267	840	25	vintage	vintage	NOUN
afs-72267	840	26	)	)	PUNCT
afs-72267	840	27	(	(	PUNCT
afs-72267	840	28	heertje	heertje	NOUN
afs-72267	840	29	1977	1977	NUM
afs-72267	840	30	)	)	PUNCT
afs-72267	840	31	.	.	PUNCT
afs-72267	841	1	according	accord	VERB
afs-72267	841	2	to	to	ADP
afs-72267	841	3	sato	sato	PROPN
afs-72267	841	4	(	(	PUNCT
afs-72267	841	5	1981	1981	NUM
afs-72267	841	6	)	)	PUNCT
afs-72267	841	7	endogenous	endogenous	ADJ
afs-72267	841	8	technical	technical	ADJ
afs-72267	841	9	progress	progress	NOUN
afs-72267	841	10	is	be	AUX
afs-72267	841	11	regarded	regard	VERB
afs-72267	841	12	as	as	ADP
afs-72267	841	13	the	the	DET
afs-72267	841	14	result	result	NOUN
afs-72267	841	15	of	of	ADP
afs-72267	841	16	the	the	DET
afs-72267	841	17	rational	rational	ADJ
afs-72267	841	18	behaviour	behaviour	NOUN
afs-72267	841	19	of	of	ADP
afs-72267	841	20	human	human	ADJ
afs-72267	841	21	beings	being	NOUN
afs-72267	841	22	.	.	PUNCT
afs-72267	842	1	models	model	NOUN
afs-72267	842	2	that	that	PRON
afs-72267	842	3	treat	treat	VERB
afs-72267	842	4	technological	technological	ADJ
afs-72267	842	5	change	change	NOUN
afs-72267	842	6	endogenously	endogenously	ADV
afs-72267	842	7	can	can	AUX
afs-72267	842	8	explain	explain	VERB
afs-72267	842	9	it	it	PRON
afs-72267	842	10	with	with	ADP
afs-72267	842	11	one	one	NUM
afs-72267	842	12	or	or	CCONJ
afs-72267	842	13	more	more	ADJ
afs-72267	842	14	factors	factor	NOUN
afs-72267	842	15	,	,	PUNCT
afs-72267	842	16	e.g.	e.g.	ADV
afs-72267	842	17	(	(	PUNCT
afs-72267	842	18	heertje	heertje	PROPN
afs-72267	842	19	1977	1977	NUM
afs-72267	842	20	):	):	PUNCT
afs-72267	842	21	a	a	X
afs-72267	842	22	)	)	PUNCT
afs-72267	842	23	changes	change	NOUN
afs-72267	842	24	in	in	ADP
afs-72267	842	25	the	the	DET
afs-72267	842	26	long	long	ADJ
afs-72267	842	27	run	run	NOUN
afs-72267	842	28	in	in	ADP
afs-72267	842	29	price	price	NOUN
afs-72267	842	30	relations	relation	NOUN
afs-72267	842	31	between	between	ADP
afs-72267	842	32	factors	factor	NOUN
afs-72267	842	33	of	of	ADP
afs-72267	842	34	production	production	NOUN
afs-72267	842	35	,	,	PUNCT
afs-72267	842	36	b	b	NOUN
afs-72267	842	37	)	)	PUNCT
afs-72267	842	38	a	a	DET
afs-72267	842	39	process	process	NOUN
afs-72267	842	40	of	of	ADP
afs-72267	842	41	learning	learn	VERB
afs-72267	842	42	by	by	ADP
afs-72267	842	43	experience	experience	NOUN
afs-72267	842	44	,	,	PUNCT
afs-72267	842	45	c	c	NOUN
afs-72267	842	46	)	)	PUNCT
afs-72267	842	47	an	an	DET
afs-72267	842	48	investment	investment	NOUN
afs-72267	842	49	in	in	ADP
afs-72267	842	50	education	education	NOUN
afs-72267	842	51	and	and	CCONJ
afs-72267	842	52	research	research	NOUN
afs-72267	842	53	.	.	PUNCT
afs-72267	843	1	technological	technological	ADJ
afs-72267	843	2	change	change	NOUN
afs-72267	843	3	is	be	AUX
afs-72267	843	4	not	not	PART
afs-72267	843	5	then	then	ADV
afs-72267	843	6	treated	treat	VERB
afs-72267	843	7	as	as	ADP
afs-72267	843	8	a	a	DET
afs-72267	843	9	predetermined	predetermined	ADJ
afs-72267	843	10	quantitative	quantitative	ADJ
afs-72267	843	11	factor	factor	NOUN
afs-72267	843	12	in	in	ADP
afs-72267	843	13	the	the	DET
afs-72267	843	14	production	production	NOUN
afs-72267	843	15	function	function	NOUN
afs-72267	843	16	,	,	PUNCT
afs-72267	843	17	but	but	CCONJ
afs-72267	843	18	as	as	ADP
afs-72267	843	19	a	a	DET
afs-72267	843	20	result	result	NOUN
afs-72267	843	21	of	of	ADP
afs-72267	843	22	how	how	SCONJ
afs-72267	843	23	scarce	scarce	ADJ
afs-72267	843	24	resources	resource	NOUN
afs-72267	843	25	with	with	ADP
afs-72267	843	26	alternative	alternative	ADJ
afs-72267	843	27	use	use	NOUN
afs-72267	843	28	are	be	AUX
afs-72267	843	29	allocated	allocate	VERB
afs-72267	843	30	.	.	PUNCT
afs-72267	844	1	technological	technological	ADJ
afs-72267	844	2	change	change	NOUN
afs-72267	844	3	has	have	VERB
afs-72267	844	4	an	an	DET
afs-72267	844	5	endogenous	endogenous	ADJ
afs-72267	844	6	character	character	NOUN
afs-72267	844	7	.	.	PUNCT
afs-72267	845	1	heertje	heertje	PROPN
afs-72267	845	2	(	(	PUNCT
afs-72267	845	3	1977	1977	NUM
afs-72267	845	4	)	)	PUNCT
afs-72267	845	5	therefore	therefore	ADV
afs-72267	845	6	advocates	advocate	VERB
afs-72267	845	7	an	an	DET
afs-72267	845	8	endogenous	endogenous	ADJ
afs-72267	845	9	treatment	treatment	NOUN
afs-72267	845	10	when	when	SCONJ
afs-72267	845	11	using	use	VERB
afs-72267	845	12	production	production	NOUN
afs-72267	845	13	function	function	NOUN
afs-72267	845	14	analysis	analysis	NOUN
afs-72267	845	15	.	.	PUNCT
afs-72267	846	1	it	it	PRON
afs-72267	846	2	is	be	AUX
afs-72267	846	3	,	,	PUNCT
afs-72267	846	4	however	however	ADV
afs-72267	846	5	,	,	PUNCT
afs-72267	846	6	important	important	ADJ
afs-72267	846	7	at	at	ADP
afs-72267	846	8	the	the	DET
afs-72267	846	9	same	same	ADJ
afs-72267	846	10	time	time	NOUN
afs-72267	846	11	to	to	PART
afs-72267	846	12	observe	observe	VERB
afs-72267	846	13	that	that	SCONJ
afs-72267	846	14	an	an	DET
afs-72267	846	15	exogenous	exogenous	ADJ
afs-72267	846	16	treatment	treatment	NOUN
afs-72267	846	17	does	do	AUX
afs-72267	846	18	not	not	PART
afs-72267	846	19	necessarily	necessarily	ADV
afs-72267	846	20	imply	imply	VERB
afs-72267	846	21	that	that	SCONJ
afs-72267	846	22	technological	technological	ADJ
afs-72267	846	23	change	change	NOUN
afs-72267	846	24	is	be	AUX
afs-72267	846	25	independent	independent	ADJ
afs-72267	846	26	of	of	ADP
afs-72267	846	27	economic	economic	ADJ
afs-72267	846	28	factors	factor	NOUN
afs-72267	846	29	,	,	PUNCT
afs-72267	846	30	such	such	ADJ
afs-72267	846	31	as	as	ADP
afs-72267	846	32	education	education	NOUN
afs-72267	846	33	,	,	PUNCT
afs-72267	846	34	extension	extension	NOUN
afs-72267	846	35	and	and	CCONJ
afs-72267	846	36	research	research	NOUN
afs-72267	846	37	.	.	PUNCT
afs-72267	847	1	this	this	DET
afs-72267	847	2	study	study	NOUN
afs-72267	847	3	attempts	attempt	VERB
afs-72267	847	4	to	to	PART
afs-72267	847	5	explain	explain	VERB
afs-72267	847	6	technological	technological	ADJ
afs-72267	847	7	change	change	NOUN
afs-72267	847	8	endogenously	endogenously	ADV
afs-72267	847	9	.	.	PUNCT
afs-72267	848	1	the	the	DET
afs-72267	848	2	endogenous	endogenous	ADJ
afs-72267	848	3	explaining	explain	VERB
afs-72267	848	4	factors	factor	NOUN
afs-72267	848	5	consist	consist	VERB
afs-72267	848	6	of	of	ADP
afs-72267	848	7	investment	investment	NOUN
afs-72267	848	8	in	in	ADP
afs-72267	848	9	agricultural	agricultural	ADJ
afs-72267	848	10	research	research	NOUN
afs-72267	848	11	and	and	CCONJ
afs-72267	848	12	extension	extension	NOUN
afs-72267	848	13	.	.	PUNCT
afs-72267	849	1	3.1.3	3.1.3	NUM
afs-72267	849	2	.	.	PUNCT
afs-72267	849	3	economies	economy	NOUN
afs-72267	849	4	of	of	ADP
afs-72267	849	5	scale	scale	NOUN
afs-72267	849	6	and	and	CCONJ
afs-72267	849	7	changes	change	NOUN
afs-72267	849	8	in	in	ADP
afs-72267	849	9	the	the	DET
afs-72267	849	10	prices	price	NOUN
afs-72267	849	11	of	of	ADP
afs-72267	849	12	production	production	NOUN
afs-72267	849	13	factors	factor	NOUN
afs-72267	849	14	in	in	ADP
afs-72267	849	15	the	the	DET
afs-72267	849	16	context	context	NOUN
afs-72267	849	17	of	of	ADP
afs-72267	849	18	a	a	DET
afs-72267	849	19	production	production	NOUN
afs-72267	849	20	function	function	NOUN
afs-72267	849	21	,	,	PUNCT
afs-72267	849	22	technological	technological	ADJ
afs-72267	849	23	change	change	NOUN
afs-72267	849	24	can	can	AUX
afs-72267	849	25	be	be	AUX
afs-72267	849	26	seen	see	VERB
afs-72267	849	27	as	as	ADP
afs-72267	849	28	a	a	DET
afs-72267	849	29	shift	shift	NOUN
afs-72267	849	30	in	in	ADP
afs-72267	849	31	the	the	DET
afs-72267	849	32	function	function	NOUN
afs-72267	849	33	,	,	PUNCT
afs-72267	849	34	,	,	PUNCT
afs-72267	849	35	whereas	whereas	SCONJ
afs-72267	849	36	economies	economy	NOUN
afs-72267	849	37	of	of	ADP
afs-72267	849	38	scale	scale	NOUN
afs-72267	849	39	can	can	AUX
afs-72267	849	40	be	be	AUX
afs-72267	849	41	thought	think	VERB
afs-72267	849	42	of	of	ADP
afs-72267	849	43	as	as	ADP
afs-72267	849	44	moving	move	VERB
afs-72267	849	45	along	along	ADP
afs-72267	849	46	the	the	DET
afs-72267	849	47	function	function	NOUN
afs-72267	849	48	in	in	ADP
afs-72267	849	49	the	the	DET
afs-72267	849	50	direction	direction	NOUN
afs-72267	849	51	of	of	ADP
afs-72267	849	52	increased	increase	VERB
afs-72267	849	53	production	production	NOUN
afs-72267	849	54	.	.	PUNCT
afs-72267	850	1	naturally	naturally	ADV
afs-72267	850	2	,	,	PUNCT
afs-72267	850	3	it	it	PRON
afs-72267	850	4	is	be	AUX
afs-72267	850	5	possible	possible	ADJ
afs-72267	850	6	that	that	SCONJ
afs-72267	850	7	the	the	DET
afs-72267	850	8	firm	firm	NOUN
afs-72267	850	9	is	be	AUX
afs-72267	850	10	situated	situate	VERB
afs-72267	850	11	on	on	ADP
afs-72267	850	12	a	a	DET
afs-72267	850	13	point	point	NOUN
afs-72267	850	14	below	below	ADP
afs-72267	850	15	the	the	DET
afs-72267	850	16	production	production	NOUN
afs-72267	850	17	function	function	NOUN
afs-72267	850	18	,	,	PUNCT
afs-72267	850	19	being	be	AUX
afs-72267	850	20	efficient	efficient	ADJ
afs-72267	850	21	neither	neither	CCONJ
afs-72267	850	22	technically	technically	ADV
afs-72267	850	23	nor	nor	CCONJ
afs-72267	850	24	in	in	ADP
afs-72267	850	25	the	the	DET
afs-72267	850	26	sense	sense	NOUN
afs-72267	850	27	of	of	ADP
afs-72267	850	28	scale	scale	NOUN
afs-72267	850	29	(	(	PUNCT
afs-72267	850	30	uhlin	uhlin	NOUN
afs-72267	850	31	1985	1985	NUM
afs-72267	850	32	)	)	PUNCT
afs-72267	850	33	.	.	PUNCT
afs-72267	851	1	in	in	ADP
afs-72267	851	2	a	a	DET
afs-72267	851	3	cobb	cobb	PROPN
afs-72267	851	4	-	-	PUNCT
afs-72267	851	5	douglas	douglas	PROPN
afs-72267	851	6	function	function	NOUN
afs-72267	851	7	economies	economy	NOUN
afs-72267	851	8	or	or	CCONJ
afs-72267	851	9	disceconomies	disceconomie	NOUN
afs-72267	851	10	of	of	ADP
afs-72267	851	11	scale	scale	NOUN
afs-72267	851	12	are	be	AUX
afs-72267	851	13	reflected	reflect	VERB
afs-72267	851	14	in	in	ADP
afs-72267	851	15	the	the	DET
afs-72267	851	16	sum	sum	NOUN
afs-72267	851	17	of	of	ADP
afs-72267	851	18	elasticities	elasticity	NOUN
afs-72267	851	19	(	(	PUNCT
afs-72267	851	20	the	the	DET
afs-72267	851	21	sum	sum	NOUN
afs-72267	851	22	a+	a+	PUNCT
afs-72267	851	23	3	3	NUM
afs-72267	851	24	in	in	ADP
afs-72267	851	25	(	(	PUNCT
afs-72267	851	26	3.1	3.1	NUM
afs-72267	851	27	)	)	PUNCT
afs-72267	851	28	)	)	PUNCT
afs-72267	851	29	(	(	PUNCT
afs-72267	851	30	hemilä	hemilä	NOUN
afs-72267	851	31	1982	1982	NUM
afs-72267	851	32	)	)	PUNCT
afs-72267	851	33	.	.	PUNCT
afs-72267	852	1	price	price	NOUN
afs-72267	852	2	reductions	reduction	NOUN
afs-72267	852	3	shift	shift	VERB
afs-72267	852	4	the	the	DET
afs-72267	852	5	supply	supply	NOUN
afs-72267	852	6	curve	curve	NOUN
afs-72267	852	7	to	to	ADP
afs-72267	852	8	the	the	DET
afs-72267	852	9	right	right	NOUN
afs-72267	852	10	.	.	PUNCT
afs-72267	853	1	they	they	PRON
afs-72267	853	2	are	be	AUX
afs-72267	853	3	connected	connect	VERB
afs-72267	853	4	with	with	ADP
afs-72267	853	5	technological	technological	ADJ
afs-72267	853	6	change	change	NOUN
afs-72267	853	7	and	and	CCONJ
afs-72267	853	8	research	research	NOUN
afs-72267	853	9	,	,	PUNCT
afs-72267	853	10	but	but	CCONJ
afs-72267	853	11	can	can	AUX
afs-72267	853	12	also	also	ADV
afs-72267	853	13	stem	stem	VERB
afs-72267	853	14	from	from	ADP
afs-72267	853	15	reductions	reduction	NOUN
afs-72267	853	16	of	of	ADP
afs-72267	853	17	monopoly	monopoly	NOUN
afs-72267	853	18	power	power	NOUN
afs-72267	853	19	or	or	CCONJ
afs-72267	853	20	easing	easing	NOUN
afs-72267	853	21	of	of	ADP
afs-72267	853	22	import	import	NOUN
afs-72267	853	23	restrictions	restriction	NOUN
afs-72267	853	24	.	.	PUNCT
afs-72267	854	1	an	an	DET
afs-72267	854	2	important	important	ADJ
afs-72267	854	3	example	example	NOUN
afs-72267	854	4	of	of	ADP
afs-72267	854	5	price	price	NOUN
afs-72267	854	6	reductions	reduction	NOUN
afs-72267	854	7	at	at	ADP
afs-72267	854	8	a	a	DET
afs-72267	854	9	given	give	VERB
afs-72267	854	10	quality	quality	NOUN
afs-72267	854	11	of	of	ADP
afs-72267	854	12	input	input	NOUN
afs-72267	854	13	is	be	AUX
afs-72267	854	14	the	the	DET
afs-72267	854	15	reduction	reduction	NOUN
afs-72267	854	16	in	in	ADP
afs-72267	854	17	the	the	DET
afs-72267	854	18	real	real	ADJ
afs-72267	854	19	price	price	NOUN
afs-72267	854	20	of	of	ADP
afs-72267	854	21	fertilizer	fertilizer	NOUN
afs-72267	854	22	(	(	PUNCT
afs-72267	854	23	peterson	peterson	NOUN
afs-72267	854	24	&	&	CCONJ
afs-72267	854	25	hayami	hayami	PROPN
afs-72267	854	26	1977	1977	NUM
afs-72267	854	27	)	)	PUNCT
afs-72267	854	28	.	.	PUNCT
afs-72267	855	1	agricultural	agricultural	ADJ
afs-72267	855	2	research	research	NOUN
afs-72267	855	3	can	can	AUX
afs-72267	855	4	result	result	VERB
afs-72267	855	5	in	in	ADP
afs-72267	855	6	new	new	ADJ
afs-72267	855	7	knowledge	knowledge	NOUN
afs-72267	855	8	and	and	CCONJ
afs-72267	855	9	new	new	ADJ
afs-72267	855	10	materials	material	NOUN
afs-72267	855	11	.	.	PUNCT
afs-72267	856	1	these	these	PRON
afs-72267	856	2	may	may	AUX
afs-72267	856	3	be	be	AUX
afs-72267	856	4	285	285	NUM
afs-72267	856	5	used	use	VERB
afs-72267	856	6	directly	directly	ADV
afs-72267	856	7	for	for	ADP
afs-72267	856	8	technology	technology	NOUN
afs-72267	856	9	,	,	PUNCT
afs-72267	856	10	or	or	CCONJ
afs-72267	856	11	can	can	AUX
afs-72267	856	12	serve	serve	VERB
afs-72267	856	13	as	as	ADP
afs-72267	856	14	new	new	ADJ
afs-72267	856	15	inputs	input	NOUN
afs-72267	856	16	in	in	ADP
afs-72267	856	17	the	the	DET
afs-72267	856	18	research	research	NOUN
afs-72267	856	19	process	process	NOUN
afs-72267	856	20	.	.	PUNCT
afs-72267	857	1	research	research	NOUN
afs-72267	857	2	which	which	PRON
afs-72267	857	3	serves	serve	VERB
afs-72267	857	4	only	only	ADV
afs-72267	857	5	as	as	ADP
afs-72267	857	6	a	a	DET
afs-72267	857	7	base	base	NOUN
afs-72267	857	8	for	for	ADP
afs-72267	857	9	further	further	ADJ
afs-72267	857	10	research	research	NOUN
afs-72267	857	11	is	be	AUX
afs-72267	857	12	sometimes	sometimes	ADV
afs-72267	857	13	called	call	VERB
afs-72267	857	14	basic	basic	ADJ
afs-72267	857	15	research	research	NOUN
afs-72267	857	16	,	,	PUNCT
afs-72267	857	17	whereas	whereas	SCONJ
afs-72267	857	18	research	research	NOUN
afs-72267	857	19	with	with	ADP
afs-72267	857	20	a	a	DET
afs-72267	857	21	direct	direct	ADJ
afs-72267	857	22	application	application	NOUN
afs-72267	857	23	is	be	AUX
afs-72267	857	24	called	call	VERB
afs-72267	857	25	applied	applied	ADJ
afs-72267	857	26	research	research	NOUN
afs-72267	857	27	.	.	PUNCT
afs-72267	858	1	yet	yet	ADV
afs-72267	858	2	this	this	DET
afs-72267	858	3	division	division	NOUN
afs-72267	858	4	is	be	AUX
afs-72267	858	5	largely	largely	ADV
afs-72267	858	6	arbitrary	arbitrary	ADJ
afs-72267	858	7	and	and	CCONJ
afs-72267	858	8	sometimes	sometimes	ADV
afs-72267	858	9	misleading	misleading	ADJ
afs-72267	858	10	.	.	PUNCT
afs-72267	859	1	through	through	ADP
afs-72267	859	2	improving	improve	VERB
afs-72267	859	3	technical	technical	ADJ
afs-72267	859	4	efficiency	efficiency	NOUN
afs-72267	859	5	and	and	CCONJ
afs-72267	859	6	lowering	lower	VERB
afs-72267	859	7	production	production	NOUN
afs-72267	859	8	risks	risk	NOUN
afs-72267	859	9	,	,	PUNCT
afs-72267	859	10	agricultural	agricultural	ADJ
afs-72267	859	11	research	research	NOUN
afs-72267	859	12	exerts	exert	VERB
afs-72267	859	13	an	an	DET
afs-72267	859	14	influence	influence	NOUN
afs-72267	859	15	on	on	ADP
afs-72267	859	16	farm	farm	NOUN
afs-72267	859	17	and	and	CCONJ
afs-72267	859	18	consumer	consumer	NOUN
afs-72267	859	19	real	real	ADJ
afs-72267	859	20	income	income	NOUN
afs-72267	859	21	,	,	PUNCT
afs-72267	859	22	on	on	ADP
afs-72267	859	23	exchange	exchange	NOUN
afs-72267	859	24	earnings	earning	NOUN
afs-72267	859	25	and	and	CCONJ
afs-72267	859	26	on	on	ADP
afs-72267	859	27	human	human	ADJ
afs-72267	859	28	nutrition	nutrition	NOUN
afs-72267	859	29	.	.	PUNCT
afs-72267	860	1	these	these	DET
afs-72267	860	2	effects	effect	NOUN
afs-72267	860	3	have	have	VERB
afs-72267	860	4	consequences	consequence	NOUN
afs-72267	860	5	for	for	ADP
afs-72267	860	6	the	the	DET
afs-72267	860	7	three	three	NUM
afs-72267	860	8	major	major	ADJ
afs-72267	860	9	goals	goal	NOUN
afs-72267	860	10	of	of	ADP
afs-72267	860	11	society	society	NOUN
afs-72267	860	12	,	,	PUNCT
afs-72267	860	13	shown	show	VERB
afs-72267	860	14	in	in	ADP
afs-72267	860	15	figure	figure	NOUN
afs-72267	860	16	11	11	NUM
afs-72267	860	17	:	:	PUNCT
afs-72267	860	18	growth	growth	NOUN
afs-72267	860	19	,	,	PUNCT
afs-72267	860	20	equity	equity	NOUN
afs-72267	860	21	and	and	CCONJ
afs-72267	860	22	security	security	NOUN
afs-72267	860	23	against	against	ADP
afs-72267	860	24	crises	crisis	NOUN
afs-72267	860	25	(	(	PUNCT
afs-72267	860	26	pinstrup	pinstrup	NOUN
afs-72267	860	27	-	-	PUNCT
afs-72267	860	28	andersen	andersen	PROPN
afs-72267	860	29	1982	1982	NUM
afs-72267	860	30	)	)	PUNCT
afs-72267	860	31	.	.	PUNCT
afs-72267	861	1	3.2	3.2	NUM
afs-72267	861	2	.	.	PUNCT
afs-72267	862	1	starting	start	VERB
afs-72267	862	2	point	point	NOUN
afs-72267	862	3	for	for	ADP
afs-72267	862	4	(	(	PUNCT
afs-72267	862	5	he	he	PRON
afs-72267	862	6	specification	specification	NOUN
afs-72267	862	7	let	let	VERB
afs-72267	862	8	us	we	PRON
afs-72267	862	9	repeat	repeat	VERB
afs-72267	862	10	that	that	SCONJ
afs-72267	862	11	the	the	DET
afs-72267	862	12	purpose	purpose	NOUN
afs-72267	862	13	of	of	ADP
afs-72267	862	14	this	this	DET
afs-72267	862	15	study	study	NOUN
afs-72267	862	16	is	be	AUX
afs-72267	862	17	to	to	PART
afs-72267	862	18	estimate	estimate	VERB
afs-72267	862	19	the	the	DET
afs-72267	862	20	value	value	NOUN
afs-72267	862	21	marginal	marginal	ADJ
afs-72267	862	22	product	product	NOUN
afs-72267	862	23	of	of	ADP
afs-72267	862	24	agricultural	agricultural	ADJ
afs-72267	862	25	research	research	NOUN
afs-72267	862	26	in	in	ADP
afs-72267	862	27	finland	finland	PROPN
afs-72267	862	28	.	.	PUNCT
afs-72267	863	1	the	the	DET
afs-72267	863	2	second	second	ADJ
afs-72267	863	3	chapter	chapter	NOUN
afs-72267	863	4	reviewed	review	VERB
afs-72267	863	5	studies	study	NOUN
afs-72267	863	6	carried	carry	VERB
afs-72267	863	7	out	out	ADP
afs-72267	863	8	in	in	ADP
afs-72267	863	9	the	the	DET
afs-72267	863	10	field	field	NOUN
afs-72267	863	11	,	,	PUNCT
afs-72267	863	12	and	and	CCONJ
afs-72267	863	13	issues	issue	NOUN
afs-72267	863	14	related	relate	VERB
afs-72267	863	15	to	to	ADP
afs-72267	863	16	technological	technological	ADJ
afs-72267	863	17	change	change	NOUN
afs-72267	863	18	were	be	AUX
afs-72267	863	19	accounted	account	VERB
afs-72267	863	20	for	for	ADP
afs-72267	863	21	in	in	ADP
afs-72267	863	22	section	section	NOUN
afs-72267	863	23	3.1	3.1	NUM
afs-72267	863	24	.	.	PUNCT
afs-72267	864	1	in	in	ADP
afs-72267	864	2	the	the	DET
afs-72267	864	3	study	study	NOUN
afs-72267	864	4	an	an	DET
afs-72267	864	5	aggregated	aggregated	ADJ
afs-72267	864	6	production	production	NOUN
afs-72267	864	7	function	function	NOUN
afs-72267	864	8	for	for	ADP
afs-72267	864	9	agriculture	agriculture	NOUN
afs-72267	864	10	is	be	AUX
afs-72267	864	11	estimated	estimate	VERB
afs-72267	864	12	.	.	PUNCT
afs-72267	865	1	a	a	DET
afs-72267	865	2	separate	separate	ADJ
afs-72267	865	3	research	research	NOUN
afs-72267	865	4	variable	variable	NOUN
afs-72267	865	5	is	be	AUX
afs-72267	865	6	included	include	VERB
afs-72267	865	7	in	in	ADP
afs-72267	865	8	the	the	DET
afs-72267	865	9	production	production	NOUN
afs-72267	865	10	function	function	NOUN
afs-72267	865	11	.	.	PUNCT
afs-72267	866	1	on	on	ADP
afs-72267	866	2	the	the	DET
afs-72267	866	3	basis	basis	NOUN
afs-72267	866	4	of	of	ADP
afs-72267	866	5	the	the	DET
afs-72267	866	6	regression	regression	NOUN
afs-72267	866	7	coefficient	coefficient	NOUN
afs-72267	866	8	with	with	ADP
afs-72267	866	9	respect	respect	NOUN
afs-72267	866	10	to	to	PART
afs-72267	866	11	research	research	VERB
afs-72267	866	12	a	a	DET
afs-72267	866	13	value	value	NOUN
afs-72267	866	14	marginal	marginal	ADJ
afs-72267	866	15	product	product	NOUN
afs-72267	866	16	,	,	PUNCT
afs-72267	866	17	i.e.	i.e.	X
afs-72267	866	18	a	a	DET
afs-72267	866	19	marginal	marginal	ADJ
afs-72267	866	20	rate	rate	NOUN
afs-72267	866	21	of	of	ADP
afs-72267	866	22	return	return	NOUN
afs-72267	866	23	and	and	CCONJ
afs-72267	866	24	a	a	DET
afs-72267	866	25	marginal	marginal	ADJ
afs-72267	866	26	internal	internal	ADJ
afs-72267	866	27	rate	rate	NOUN
afs-72267	866	28	of	of	ADP
afs-72267	866	29	return	return	NOUN
afs-72267	866	30	for	for	ADP
afs-72267	866	31	investment	investment	NOUN
afs-72267	866	32	in	in	ADP
afs-72267	866	33	agricultural	agricultural	ADJ
afs-72267	866	34	research	research	NOUN
afs-72267	866	35	and	and	CCONJ
afs-72267	866	36	university	university	NOUN
afs-72267	866	37	education	education	NOUN
afs-72267	866	38	will	will	AUX
afs-72267	866	39	be	be	AUX
afs-72267	866	40	calculated	calculate	VERB
afs-72267	866	41	.	.	PUNCT
afs-72267	867	1	the	the	DET
afs-72267	867	2	method	method	NOUN
afs-72267	867	3	used	use	VERB
afs-72267	867	4	is	be	AUX
afs-72267	867	5	therefore	therefore	ADV
afs-72267	867	6	reminiscent	reminiscent	ADJ
afs-72267	867	7	of	of	ADP
afs-72267	867	8	the	the	DET
afs-72267	867	9	studies	study	NOUN
afs-72267	867	10	presented	present	VERB
afs-72267	867	11	under	under	ADP
afs-72267	867	12	the	the	DET
afs-72267	867	13	heading	heading	NOUN
afs-72267	867	14	“	"	PUNCT
afs-72267	867	15	2.3	2.3	NUM
afs-72267	867	16	.	.	PUNCT
afs-72267	868	1	production	production	NOUN
afs-72267	868	2	function	function	NOUN
afs-72267	868	3	analysis	analysis	NOUN
afs-72267	868	4	”	"	PUNCT
afs-72267	868	5	.	.	PUNCT
afs-72267	869	1	the	the	DET
afs-72267	869	2	study	study	NOUN
afs-72267	869	3	focuses	focus	VERB
afs-72267	869	4	on	on	ADP
afs-72267	869	5	the	the	DET
afs-72267	869	6	whole	whole	ADJ
afs-72267	869	7	agricultural	agricultural	ADJ
afs-72267	869	8	sector	sector	NOUN
afs-72267	869	9	and	and	CCONJ
afs-72267	869	10	the	the	DET
afs-72267	869	11	aggregated	aggregated	ADJ
afs-72267	869	12	research	research	NOUN
afs-72267	869	13	input	input	NOUN
afs-72267	869	14	.	.	PUNCT
afs-72267	870	1	the	the	DET
afs-72267	870	2	welfare	welfare	NOUN
afs-72267	870	3	economics	economic	NOUN
afs-72267	870	4	approach	approach	NOUN
afs-72267	870	5	would	would	AUX
afs-72267	870	6	offer	offer	VERB
afs-72267	870	7	another	another	DET
afs-72267	870	8	method	method	NOUN
afs-72267	870	9	for	for	ADP
afs-72267	870	10	estimating	estimate	VERB
afs-72267	870	11	the	the	DET
afs-72267	870	12	rate	rate	NOUN
afs-72267	870	13	of	of	ADP
afs-72267	870	14	return	return	NOUN
afs-72267	870	15	.	.	PUNCT
afs-72267	871	1	this	this	DET
afs-72267	871	2	method	method	NOUN
afs-72267	871	3	has	have	AUX
afs-72267	871	4	been	be	AUX
afs-72267	871	5	criticized	criticize	VERB
afs-72267	871	6	on	on	ADP
afs-72267	871	7	the	the	DET
afs-72267	871	8	basis	basis	NOUN
afs-72267	871	9	of	of	ADP
afs-72267	871	10	the	the	DET
afs-72267	871	11	arguments	argument	NOUN
afs-72267	871	12	reviewed	review	VERB
afs-72267	871	13	in	in	ADP
afs-72267	871	14	section	section	NOUN
afs-72267	871	15	2.5	2.5	NUM
afs-72267	871	16	.	.	PUNCT
afs-72267	872	1	the	the	DET
afs-72267	872	2	main	main	ADJ
afs-72267	872	3	reasons	reason	NOUN
afs-72267	872	4	for	for	ADP
afs-72267	872	5	not	not	PART
afs-72267	872	6	using	use	VERB
afs-72267	872	7	this	this	DET
afs-72267	872	8	approach	approach	NOUN
afs-72267	872	9	in	in	ADP
afs-72267	872	10	the	the	DET
afs-72267	872	11	current	current	ADJ
afs-72267	872	12	study	study	NOUN
afs-72267	872	13	are	be	AUX
afs-72267	872	14	,	,	PUNCT
afs-72267	872	15	however	however	ADV
afs-72267	872	16	,	,	PUNCT
afs-72267	872	17	twofold	twofold	ADV
afs-72267	872	18	.	.	PUNCT
afs-72267	873	1	firstly	firstly	ADV
afs-72267	873	2	,	,	PUNCT
afs-72267	873	3	the	the	DET
afs-72267	873	4	supply	supply	NOUN
afs-72267	873	5	curve	curve	NOUN
afs-72267	873	6	in	in	ADP
afs-72267	873	7	a	a	DET
afs-72267	873	8	heavily	heavily	ADV
afs-72267	873	9	regulated	regulated	ADJ
afs-72267	873	10	market	market	NOUN
afs-72267	873	11	like	like	ADP
afs-72267	873	12	the	the	DET
afs-72267	873	13	finnish	finnish	ADJ
afs-72267	873	14	one	one	NOUN
afs-72267	873	15	is	be	AUX
afs-72267	873	16	affected	affect	VERB
afs-72267	873	17	by	by	ADP
afs-72267	873	18	a	a	DET
afs-72267	873	19	multitude	multitude	NOUN
afs-72267	873	20	of	of	ADP
afs-72267	873	21	market	market	NOUN
afs-72267	873	22	interventions	intervention	NOUN
afs-72267	873	23	.	.	PUNCT
afs-72267	874	1	since	since	SCONJ
afs-72267	874	2	the	the	DET
afs-72267	874	3	economic	economic	ADJ
afs-72267	874	4	surplus	surplus	NOUN
afs-72267	874	5	is	be	AUX
afs-72267	874	6	calculated	calculate	VERB
afs-72267	874	7	as	as	ADP
afs-72267	874	8	the	the	DET
afs-72267	874	9	area	area	NOUN
afs-72267	874	10	between	between	ADP
afs-72267	874	11	the	the	DET
afs-72267	874	12	old	old	ADJ
afs-72267	874	13	and	and	CCONJ
afs-72267	874	14	the	the	DET
afs-72267	874	15	new	new	ADJ
afs-72267	874	16	supply	supply	NOUN
afs-72267	874	17	curve	curve	NOUN
afs-72267	874	18	,	,	PUNCT
afs-72267	874	19	the	the	DET
afs-72267	874	20	supply	supply	NOUN
afs-72267	874	21	management	management	NOUN
afs-72267	874	22	linked	link	VERB
afs-72267	874	23	with	with	ADP
afs-72267	874	24	several	several	ADJ
afs-72267	874	25	measures	measure	NOUN
afs-72267	874	26	dictated	dictate	VERB
afs-72267	874	27	by	by	ADP
afs-72267	874	28	agricultural	agricultural	ADJ
afs-72267	874	29	policy	policy	NOUN
afs-72267	874	30	make	make	VERB
afs-72267	874	31	it	it	PRON
afs-72267	874	32	even	even	ADV
afs-72267	874	33	more	more	ADV
afs-72267	874	34	difficult	difficult	ADJ
afs-72267	874	35	to	to	PART
afs-72267	874	36	decide	decide	VERB
afs-72267	874	37	upon	upon	SCONJ
afs-72267	874	38	the	the	DET
afs-72267	874	39	nature	nature	NOUN
afs-72267	874	40	of	of	ADP
afs-72267	874	41	the	the	DET
afs-72267	874	42	supply	supply	NOUN
afs-72267	874	43	shift	shift	NOUN
afs-72267	874	44	depending	depend	VERB
afs-72267	874	45	on	on	ADP
afs-72267	874	46	research	research	NOUN
afs-72267	874	47	.	.	PUNCT
afs-72267	875	1	in	in	ADP
afs-72267	875	2	addition	addition	NOUN
afs-72267	875	3	,	,	PUNCT
afs-72267	875	4	the	the	DET
afs-72267	875	5	assumption	assumption	NOUN
afs-72267	875	6	of	of	ADP
afs-72267	875	7	an	an	DET
afs-72267	875	8	open	open	ADJ
afs-72267	875	9	or	or	CCONJ
afs-72267	875	10	a	a	DET
afs-72267	875	11	closed	closed	ADJ
afs-72267	875	12	economy	economy	NOUN
afs-72267	875	13	is	be	AUX
afs-72267	875	14	crucial	crucial	ADJ
afs-72267	875	15	.	.	PUNCT
afs-72267	876	1	secondly	secondly	ADV
afs-72267	876	2	,	,	PUNCT
afs-72267	876	3	the	the	DET
afs-72267	876	4	object	object	NOUN
afs-72267	876	5	of	of	ADP
afs-72267	876	6	study	study	NOUN
afs-72267	876	7	is	be	AUX
afs-72267	876	8	aggregate	aggregate	ADJ
afs-72267	876	9	agricultural	agricultural	ADJ
afs-72267	876	10	research	research	NOUN
afs-72267	876	11	.	.	PUNCT
afs-72267	877	1	application	application	NOUN
afs-72267	877	2	of	of	ADP
afs-72267	877	3	the	the	DET
afs-72267	877	4	welfare	welfare	NOUN
afs-72267	877	5	economics	economic	NOUN
afs-72267	877	6	approach	approach	NOUN
afs-72267	877	7	requires	require	VERB
afs-72267	877	8	an	an	DET
afs-72267	877	9	estimation	estimation	NOUN
afs-72267	877	10	of	of	ADP
afs-72267	877	11	the	the	DET
afs-72267	877	12	real	real	ADJ
afs-72267	877	13	supply	supply	NOUN
afs-72267	877	14	and	and	CCONJ
afs-72267	877	15	demand	demand	NOUN
afs-72267	877	16	curve	curve	NOUN
afs-72267	877	17	.	.	PUNCT
afs-72267	878	1	since	since	SCONJ
afs-72267	878	2	elasticities	elasticity	NOUN
afs-72267	878	3	are	be	AUX
afs-72267	878	4	estimated	estimate	VERB
afs-72267	878	5	by	by	ADP
afs-72267	878	6	product	product	NOUN
afs-72267	878	7	and	and	CCONJ
afs-72267	878	8	aggregated	aggregate	VERB
afs-72267	878	9	supply	supply	NOUN
afs-72267	878	10	and	and	CCONJ
afs-72267	878	11	demand	demand	NOUN
afs-72267	878	12	curves	curve	NOUN
afs-72267	878	13	seem	seem	VERB
afs-72267	878	14	impossible	impossible	ADJ
afs-72267	878	15	to	to	PART
afs-72267	878	16	estimate	estimate	VERB
afs-72267	878	17	,	,	PUNCT
afs-72267	878	18	supply	supply	NOUN
afs-72267	878	19	curves	curve	NOUN
afs-72267	878	20	for	for	ADP
afs-72267	878	21	the	the	DET
afs-72267	878	22	different	different	ADJ
afs-72267	878	23	products	product	NOUN
afs-72267	878	24	need	need	VERB
afs-72267	878	25	to	to	PART
afs-72267	878	26	be	be	AUX
afs-72267	878	27	estimated	estimate	VERB
afs-72267	878	28	.	.	PUNCT
afs-72267	879	1	the	the	DET
afs-72267	879	2	question	question	NOUN
afs-72267	879	3	of	of	ADP
afs-72267	879	4	how	how	SCONJ
afs-72267	879	5	to	to	PART
afs-72267	879	6	split	split	VERB
afs-72267	879	7	up	up	ADP
afs-72267	879	8	the	the	DET
afs-72267	879	9	research	research	NOUN
afs-72267	879	10	input	input	NOUN
afs-72267	879	11	fig	fig	NOUN
afs-72267	879	12	.	.	PUNCT
afs-72267	880	1	11	11	NUM
afs-72267	880	2	.	.	X
afs-72267	881	1	illustration	illustration	NOUN
afs-72267	881	2	of	of	ADP
afs-72267	881	3	the	the	DET
afs-72267	881	4	potential	potential	ADJ
afs-72267	881	5	outcome	outcome	NOUN
afs-72267	881	6	and	and	CCONJ
afs-72267	881	7	implications	implication	NOUN
afs-72267	881	8	of	of	ADP
afs-72267	881	9	agricultural	agricultural	ADJ
afs-72267	881	10	research	research	NOUN
afs-72267	881	11	(	(	PUNCT
afs-72267	881	12	pinstrup	pinstrup	NOUN
afs-72267	881	13	-	-	PUNCT
afs-72267	881	14	andersen	andersen	PROPN
afs-72267	881	15	1982	1982	NUM
afs-72267	881	16	)	)	PUNCT
afs-72267	881	17	.	.	PUNCT
afs-72267	882	1	286	286	NUM
afs-72267	882	2	for	for	ADP
afs-72267	882	3	different	different	ADJ
afs-72267	882	4	products	product	NOUN
afs-72267	882	5	then	then	ADV
afs-72267	882	6	arises	arise	VERB
afs-72267	882	7	;	;	PUNCT
afs-72267	882	8	how	how	SCONJ
afs-72267	882	9	should	should	AUX
afs-72267	882	10	,	,	PUNCT
afs-72267	882	11	for	for	ADP
afs-72267	882	12	instance	instance	NOUN
afs-72267	882	13	,	,	PUNCT
afs-72267	882	14	research	research	NOUN
afs-72267	882	15	on	on	ADP
afs-72267	882	16	agricultural	agricultural	ADJ
afs-72267	882	17	machines	machine	NOUN
afs-72267	882	18	be	be	AUX
afs-72267	882	19	divided	divide	VERB
afs-72267	882	20	among	among	ADP
afs-72267	882	21	plant	plant	NOUN
afs-72267	882	22	,	,	PUNCT
afs-72267	882	23	dairy	dairy	NOUN
afs-72267	882	24	,	,	PUNCT
afs-72267	882	25	and	and	CCONJ
afs-72267	882	26	meat	meat	NOUN
afs-72267	882	27	production	production	NOUN
afs-72267	882	28	?	?	PUNCT
afs-72267	883	1	this	this	DET
afs-72267	883	2	argument	argument	NOUN
afs-72267	883	3	is	be	AUX
afs-72267	883	4	the	the	DET
afs-72267	883	5	major	major	ADJ
afs-72267	883	6	reason	reason	NOUN
afs-72267	883	7	for	for	ADP
afs-72267	883	8	abandoning	abandon	VERB
afs-72267	883	9	the	the	DET
afs-72267	883	10	welfare	welfare	NOUN
afs-72267	883	11	economics	economic	NOUN
afs-72267	883	12	approach	approach	NOUN
afs-72267	883	13	.	.	PUNCT
afs-72267	884	1	in	in	ADP
afs-72267	884	2	addition	addition	NOUN
afs-72267	884	3	,	,	PUNCT
afs-72267	884	4	the	the	DET
afs-72267	884	5	elasticities	elasticity	NOUN
afs-72267	884	6	of	of	ADP
afs-72267	884	7	the	the	DET
afs-72267	884	8	various	various	ADJ
afs-72267	884	9	products	product	NOUN
afs-72267	884	10	change	change	VERB
afs-72267	884	11	over	over	ADP
afs-72267	884	12	time	time	NOUN
afs-72267	884	13	,	,	PUNCT
afs-72267	884	14	a	a	DET
afs-72267	884	15	fact	fact	NOUN
afs-72267	884	16	further	far	ADV
afs-72267	884	17	complicating	complicate	VERB
afs-72267	884	18	the	the	DET
afs-72267	884	19	estimation	estimation	NOUN
afs-72267	884	20	.	.	PUNCT
afs-72267	885	1	the	the	DET
afs-72267	885	2	method	method	NOUN
afs-72267	885	3	chosen	choose	VERB
afs-72267	885	4	is	be	AUX
afs-72267	885	5	the	the	DET
afs-72267	885	6	production	production	NOUN
afs-72267	885	7	function	function	NOUN
afs-72267	885	8	approach	approach	NOUN
afs-72267	885	9	.	.	PUNCT
afs-72267	886	1	technological	technological	ADJ
afs-72267	886	2	change	change	NOUN
afs-72267	886	3	is	be	AUX
afs-72267	886	4	treated	treat	VERB
afs-72267	886	5	as	as	ADP
afs-72267	886	6	an	an	DET
afs-72267	886	7	investment	investment	NOUN
afs-72267	886	8	in	in	ADP
afs-72267	886	9	research	research	NOUN
afs-72267	886	10	,	,	PUNCT
afs-72267	886	11	extension	extension	NOUN
afs-72267	886	12	and	and	CCONJ
afs-72267	886	13	university	university	NOUN
afs-72267	886	14	education	education	NOUN
afs-72267	886	15	.	.	PUNCT
afs-72267	887	1	this	this	DET
afs-72267	887	2	method	method	NOUN
afs-72267	887	3	makes	make	VERB
afs-72267	887	4	it	it	PRON
afs-72267	887	5	possible	possible	ADJ
afs-72267	887	6	to	to	PART
afs-72267	887	7	attribute	attribute	VERB
afs-72267	887	8	relative	relative	ADJ
afs-72267	887	9	shares	share	NOUN
afs-72267	887	10	of	of	ADP
afs-72267	887	11	the	the	DET
afs-72267	887	12	various	various	ADJ
afs-72267	887	13	independent	independent	ADJ
afs-72267	887	14	variables	variable	NOUN
afs-72267	887	15	in	in	ADP
afs-72267	887	16	production	production	NOUN
afs-72267	887	17	growth	growth	NOUN
afs-72267	887	18	.	.	PUNCT
afs-72267	888	1	unfortunately	unfortunately	ADV
afs-72267	888	2	it	it	PRON
afs-72267	888	3	is	be	AUX
afs-72267	888	4	not	not	PART
afs-72267	888	5	possible	possible	ADJ
afs-72267	888	6	to	to	PART
afs-72267	888	7	calculate	calculate	VERB
afs-72267	888	8	the	the	DET
afs-72267	888	9	distribution	distribution	NOUN
afs-72267	888	10	of	of	ADP
afs-72267	888	11	the	the	DET
afs-72267	888	12	returns	return	NOUN
afs-72267	888	13	between	between	ADP
afs-72267	888	14	consumers	consumer	NOUN
afs-72267	888	15	and	and	CCONJ
afs-72267	888	16	producers	producer	NOUN
afs-72267	888	17	with	with	ADP
afs-72267	888	18	this	this	DET
afs-72267	888	19	method	method	NOUN
afs-72267	888	20	.	.	PUNCT
afs-72267	889	1	at	at	ADP
afs-72267	889	2	the	the	DET
afs-72267	889	3	same	same	ADJ
afs-72267	889	4	time	time	NOUN
afs-72267	889	5	,	,	PUNCT
afs-72267	889	6	the	the	DET
afs-72267	889	7	returns	return	NOUN
afs-72267	889	8	to	to	ADP
afs-72267	889	9	agricultural	agricultural	ADJ
afs-72267	889	10	research	research	NOUN
afs-72267	889	11	are	be	AUX
afs-72267	889	12	seen	see	VERB
afs-72267	889	13	from	from	ADP
afs-72267	889	14	the	the	DET
afs-72267	889	15	viewpoint	viewpoint	NOUN
afs-72267	889	16	of	of	ADP
afs-72267	889	17	the	the	DET
afs-72267	889	18	whole	whole	ADJ
afs-72267	889	19	national	national	ADJ
afs-72267	889	20	economy	economy	NOUN
afs-72267	889	21	.	.	PUNCT
afs-72267	890	1	the	the	DET
afs-72267	890	2	inclusion	inclusion	NOUN
afs-72267	890	3	of	of	ADP
afs-72267	890	4	university	university	NOUN
afs-72267	890	5	education	education	NOUN
afs-72267	890	6	as	as	ADV
afs-72267	890	7	well	well	ADV
afs-72267	890	8	as	as	ADP
afs-72267	890	9	agricultural	agricultural	ADJ
afs-72267	890	10	research	research	NOUN
afs-72267	890	11	needs	need	VERB
afs-72267	890	12	to	to	PART
afs-72267	890	13	be	be	AUX
afs-72267	890	14	explained	explain	VERB
afs-72267	890	15	.	.	PUNCT
afs-72267	891	1	in	in	ADP
afs-72267	891	2	data	data	NOUN
afs-72267	891	3	collection	collection	NOUN
afs-72267	891	4	,	,	PUNCT
afs-72267	891	5	it	it	PRON
afs-72267	891	6	was	be	AUX
afs-72267	891	7	impossible	impossible	ADJ
afs-72267	891	8	to	to	PART
afs-72267	891	9	separate	separate	VERB
afs-72267	891	10	university	university	NOUN
afs-72267	891	11	education	education	NOUN
afs-72267	891	12	from	from	ADP
afs-72267	891	13	university	university	NOUN
afs-72267	891	14	research	research	NOUN
afs-72267	891	15	.	.	PUNCT
afs-72267	892	1	in	in	ADP
afs-72267	892	2	fact	fact	NOUN
afs-72267	892	3	,	,	PUNCT
afs-72267	892	4	it	it	PRON
afs-72267	892	5	seemed	seem	VERB
afs-72267	892	6	like	like	SCONJ
afs-72267	892	7	such	such	DET
afs-72267	892	8	a	a	DET
afs-72267	892	9	division	division	NOUN
afs-72267	892	10	would	would	AUX
afs-72267	892	11	have	have	AUX
afs-72267	892	12	been	be	AUX
afs-72267	892	13	rather	rather	ADV
afs-72267	892	14	arbitrary	arbitrary	ADJ
afs-72267	892	15	.	.	PUNCT
afs-72267	893	1	if	if	SCONJ
afs-72267	893	2	there	there	PRON
afs-72267	893	3	was	be	VERB
afs-72267	893	4	no	no	DET
afs-72267	893	5	university	university	NOUN
afs-72267	893	6	education	education	NOUN
afs-72267	893	7	,	,	PUNCT
afs-72267	893	8	there	there	PRON
afs-72267	893	9	would	would	AUX
afs-72267	893	10	probably	probably	ADV
afs-72267	893	11	be	be	AUX
afs-72267	893	12	a	a	DET
afs-72267	893	13	drastic	drastic	ADJ
afs-72267	893	14	decrease	decrease	NOUN
afs-72267	893	15	in	in	ADP
afs-72267	893	16	the	the	DET
afs-72267	893	17	number	number	NOUN
afs-72267	893	18	of	of	ADP
afs-72267	893	19	agricultural	agricultural	ADJ
afs-72267	893	20	researchers	researcher	NOUN
afs-72267	893	21	.	.	PUNCT
afs-72267	894	1	thus	thus	ADV
afs-72267	894	2	the	the	DET
afs-72267	894	3	university	university	NOUN
afs-72267	894	4	education	education	NOUN
afs-72267	894	5	was	be	AUX
afs-72267	894	6	included	include	VERB
afs-72267	894	7	in	in	ADP
afs-72267	894	8	the	the	DET
afs-72267	894	9	research	research	NOUN
afs-72267	894	10	costs	cost	NOUN
afs-72267	894	11	.	.	PUNCT
afs-72267	895	1	university	university	NOUN
afs-72267	895	2	research	research	NOUN
afs-72267	895	3	and	and	CCONJ
afs-72267	895	4	education	education	NOUN
afs-72267	895	5	during	during	ADP
afs-72267	895	6	1950—1984	1950—1984	PROPN
afs-72267	895	7	has	have	AUX
afs-72267	895	8	been	be	AUX
afs-72267	895	9	24—52	24—52	NUM
afs-72267	895	10	°	°	NOUN
afs-72267	895	11	/o	/o	PUNCT
afs-72267	895	12	of	of	ADP
afs-72267	895	13	total	total	ADJ
afs-72267	895	14	research	research	NOUN
afs-72267	895	15	input	input	NOUN
afs-72267	895	16	.	.	PUNCT
afs-72267	896	1	most	most	ADJ
afs-72267	896	2	persons	person	NOUN
afs-72267	896	3	educated	educate	VERB
afs-72267	896	4	at	at	ADP
afs-72267	896	5	the	the	DET
afs-72267	896	6	university	university	NOUN
afs-72267	896	7	have	have	AUX
afs-72267	896	8	,	,	PUNCT
afs-72267	896	9	however	however	ADV
afs-72267	896	10	,	,	PUNCT
afs-72267	896	11	not	not	PART
afs-72267	896	12	been	be	AUX
afs-72267	896	13	working	work	VERB
afs-72267	896	14	with	with	ADP
afs-72267	896	15	research	research	NOUN
afs-72267	896	16	after	after	ADP
afs-72267	896	17	graduating	graduate	VERB
afs-72267	896	18	.	.	PUNCT
afs-72267	897	1	the	the	DET
afs-72267	897	2	research	research	NOUN
afs-72267	897	3	costs	cost	NOUN
afs-72267	897	4	would	would	AUX
afs-72267	897	5	thus	thus	ADV
afs-72267	897	6	be	be	AUX
afs-72267	897	7	overvalued	overvalue	VERB
afs-72267	897	8	for	for	ADP
afs-72267	897	9	that	that	DET
afs-72267	897	10	component	component	NOUN
afs-72267	897	11	of	of	ADP
afs-72267	897	12	education	education	NOUN
afs-72267	897	13	which	which	PRON
afs-72267	897	14	actually	actually	ADV
afs-72267	897	15	does	do	AUX
afs-72267	897	16	not	not	PART
afs-72267	897	17	belong	belong	VERB
afs-72267	897	18	to	to	ADP
afs-72267	897	19	the	the	DET
afs-72267	897	20	research	research	NOUN
afs-72267	897	21	input	input	NOUN
afs-72267	897	22	.	.	PUNCT
afs-72267	898	1	in	in	ADP
afs-72267	898	2	the	the	DET
afs-72267	898	3	study	study	NOUN
afs-72267	898	4	the	the	DET
afs-72267	898	5	imported	import	VERB
afs-72267	898	6	research	research	NOUN
afs-72267	898	7	results	result	NOUN
afs-72267	898	8	,	,	PUNCT
afs-72267	898	9	based	base	VERB
afs-72267	898	10	on	on	ADP
afs-72267	898	11	studies	study	NOUN
afs-72267	898	12	originally	originally	ADV
afs-72267	898	13	carried	carry	VERB
afs-72267	898	14	out	out	ADP
afs-72267	898	15	in	in	ADP
afs-72267	898	16	other	other	ADJ
afs-72267	898	17	countries	country	NOUN
afs-72267	898	18	,	,	PUNCT
afs-72267	898	19	were	be	AUX
afs-72267	898	20	not	not	PART
afs-72267	898	21	taken	take	VERB
afs-72267	898	22	into	into	ADP
afs-72267	898	23	account	account	NOUN
afs-72267	898	24	.	.	PUNCT
afs-72267	899	1	the	the	DET
afs-72267	899	2	spillover	spillover	NOUN
afs-72267	899	3	effect	effect	NOUN
afs-72267	899	4	,	,	PUNCT
afs-72267	899	5	in	in	ADP
afs-72267	899	6	other	other	ADJ
afs-72267	899	7	words	word	NOUN
afs-72267	899	8	,	,	PUNCT
afs-72267	899	9	is	be	AUX
afs-72267	899	10	assumed	assume	VERB
afs-72267	899	11	to	to	PART
afs-72267	899	12	be	be	AUX
afs-72267	899	13	zero	zero	NUM
afs-72267	899	14	,	,	PUNCT
afs-72267	899	15	i.e.	i.e.	X
afs-72267	899	16	the	the	DET
afs-72267	899	17	benefits	benefit	NOUN
afs-72267	899	18	exported	export	VERB
afs-72267	899	19	from	from	ADP
afs-72267	899	20	indigeneous	indigeneous	ADJ
afs-72267	899	21	research	research	NOUN
afs-72267	899	22	are	be	AUX
afs-72267	899	23	assumed	assume	VERB
afs-72267	899	24	to	to	PART
afs-72267	899	25	be	be	AUX
afs-72267	899	26	as	as	ADV
afs-72267	899	27	great	great	ADJ
afs-72267	899	28	as	as	ADP
afs-72267	899	29	the	the	DET
afs-72267	899	30	imported	import	VERB
afs-72267	899	31	benefits	benefit	NOUN
afs-72267	899	32	.	.	PUNCT
afs-72267	900	1	this	this	DET
afs-72267	900	2	assumption	assumption	NOUN
afs-72267	900	3	is	be	AUX
afs-72267	900	4	not	not	PART
afs-72267	900	5	correct	correct	ADJ
afs-72267	900	6	,	,	PUNCT
afs-72267	900	7	since	since	SCONJ
afs-72267	900	8	the	the	DET
afs-72267	900	9	major	major	ADJ
afs-72267	900	10	share	share	NOUN
afs-72267	900	11	of	of	ADP
afs-72267	900	12	agricultural	agricultural	ADJ
afs-72267	900	13	machines	machine	NOUN
afs-72267	900	14	and	and	CCONJ
afs-72267	900	15	plant	plant	NOUN
afs-72267	900	16	protectants	protectant	NOUN
afs-72267	900	17	are	be	AUX
afs-72267	900	18	imported	import	VERB
afs-72267	900	19	,	,	PUNCT
afs-72267	900	20	while	while	SCONJ
afs-72267	900	21	exports	export	NOUN
afs-72267	900	22	are	be	AUX
afs-72267	900	23	small	small	ADJ
afs-72267	900	24	.	.	PUNCT
afs-72267	901	1	the	the	DET
afs-72267	901	2	spillover	spillover	ADJ
afs-72267	901	3	effect	effect	NOUN
afs-72267	901	4	is	be	AUX
afs-72267	901	5	clearly	clearly	ADV
afs-72267	901	6	a	a	DET
afs-72267	901	7	problematic	problematic	ADJ
afs-72267	901	8	issue	issue	NOUN
afs-72267	901	9	,	,	PUNCT
afs-72267	901	10	and	and	CCONJ
afs-72267	901	11	needs	need	VERB
afs-72267	901	12	to	to	PART
afs-72267	901	13	be	be	AUX
afs-72267	901	14	treated	treat	VERB
afs-72267	901	15	more	more	ADV
afs-72267	901	16	exhaustively	exhaustively	ADV
afs-72267	901	17	than	than	SCONJ
afs-72267	901	18	has	have	AUX
afs-72267	901	19	been	be	AUX
afs-72267	901	20	possible	possible	ADJ
afs-72267	901	21	within	within	ADP
afs-72267	901	22	this	this	DET
afs-72267	901	23	study	study	NOUN
afs-72267	901	24	.	.	PUNCT
afs-72267	902	1	the	the	DET
afs-72267	902	2	same	same	ADJ
afs-72267	902	3	simplifying	simplifying	NOUN
afs-72267	902	4	assumption	assumption	NOUN
afs-72267	902	5	of	of	ADP
afs-72267	902	6	no	no	DET
afs-72267	902	7	spillover	spillover	NOUN
afs-72267	902	8	effects	effect	NOUN
afs-72267	902	9	from	from	ADP
afs-72267	902	10	abroad	abroad	ADV
afs-72267	902	11	,	,	PUNCT
afs-72267	902	12	however	however	ADV
afs-72267	902	13	,	,	PUNCT
afs-72267	902	14	has	have	AUX
afs-72267	902	15	been	be	AUX
afs-72267	902	16	made	make	VERB
afs-72267	902	17	e.g.	e.g.	ADV
afs-72267	902	18	in	in	ADP
afs-72267	902	19	the	the	DET
afs-72267	902	20	work	work	NOUN
afs-72267	902	21	by	by	ADP
afs-72267	902	22	wyatt	wyatt	PROPN
afs-72267	902	23	(	(	PUNCT
afs-72267	902	24	1983	1983	NUM
afs-72267	902	25	)	)	PUNCT
afs-72267	902	26	on	on	ADP
afs-72267	902	27	the	the	DET
afs-72267	902	28	rates	rate	NOUN
afs-72267	902	29	of	of	ADP
afs-72267	902	30	return	return	NOUN
afs-72267	902	31	from	from	ADP
afs-72267	902	32	industrial	industrial	ADJ
afs-72267	902	33	research	research	NOUN
afs-72267	902	34	in	in	ADP
afs-72267	902	35	finland	finland	PROPN
afs-72267	902	36	and	and	CCONJ
afs-72267	902	37	sweden	sweden	PROPN
afs-72267	902	38	in	in	ADP
afs-72267	902	39	1960	1960	NUM
afs-72267	902	40	to	to	ADP
afs-72267	902	41	1980	1980	NUM
afs-72267	902	42	.	.	PUNCT
afs-72267	903	1	the	the	DET
afs-72267	903	2	possibility	possibility	NOUN
afs-72267	903	3	to	to	PART
afs-72267	903	4	include	include	VERB
afs-72267	903	5	the	the	DET
afs-72267	903	6	effects	effect	NOUN
afs-72267	903	7	of	of	ADP
afs-72267	903	8	education	education	NOUN
afs-72267	903	9	in	in	ADP
afs-72267	903	10	the	the	DET
afs-72267	903	11	form	form	NOUN
afs-72267	903	12	of	of	ADP
afs-72267	903	13	a	a	DET
afs-72267	903	14	variable	variable	NOUN
afs-72267	903	15	measured	measure	VERB
afs-72267	903	16	with	with	ADP
afs-72267	903	17	a	a	DET
afs-72267	903	18	knowledge	knowledge	NOUN
afs-72267	903	19	and	and	CCONJ
afs-72267	903	20	skill	skill	NOUN
afs-72267	903	21	index	index	NOUN
afs-72267	903	22	,	,	PUNCT
afs-72267	903	23	as	as	ADP
afs-72267	903	24	in	in	ADP
afs-72267	903	25	the	the	DET
afs-72267	903	26	study	study	NOUN
afs-72267	903	27	by	by	ADP
afs-72267	903	28	ihamuotila	ihamuotila	PROPN
afs-72267	903	29	(	(	PUNCT
afs-72267	903	30	1972	1972	NUM
afs-72267	903	31	)	)	PUNCT
afs-72267	903	32	,	,	PUNCT
afs-72267	903	33	was	be	AUX
afs-72267	903	34	considered	consider	VERB
afs-72267	903	35	.	.	PUNCT
afs-72267	904	1	in	in	ADP
afs-72267	904	2	that	that	DET
afs-72267	904	3	study	study	NOUN
afs-72267	904	4	the	the	DET
afs-72267	904	5	knowledge	knowledge	NOUN
afs-72267	904	6	and	and	CCONJ
afs-72267	904	7	skill	skill	NOUN
afs-72267	904	8	index	index	NOUN
afs-72267	904	9	was	be	AUX
afs-72267	904	10	constructed	construct	VERB
afs-72267	904	11	on	on	ADP
afs-72267	904	12	the	the	DET
afs-72267	904	13	basis	basis	NOUN
afs-72267	904	14	of	of	ADP
afs-72267	904	15	the	the	DET
afs-72267	904	16	number	number	NOUN
afs-72267	904	17	of	of	ADP
afs-72267	904	18	farmers	farmer	NOUN
afs-72267	904	19	with	with	ADP
afs-72267	904	20	professional	professional	ADJ
afs-72267	904	21	training	training	NOUN
afs-72267	904	22	as	as	SCONJ
afs-72267	904	23	listed	list	VERB
afs-72267	904	24	in	in	ADP
afs-72267	904	25	the	the	DET
afs-72267	904	26	agricultural	agricultural	ADJ
afs-72267	904	27	censuses	census	NOUN
afs-72267	904	28	of	of	ADP
afs-72267	904	29	1950	1950	NUM
afs-72267	904	30	,	,	PUNCT
afs-72267	904	31	1959	1959	NUM
afs-72267	904	32	and	and	CCONJ
afs-72267	904	33	1969	1969	NUM
afs-72267	904	34	.	.	PUNCT
afs-72267	905	1	the	the	DET
afs-72267	905	2	proportion	proportion	NOUN
afs-72267	905	3	of	of	ADP
afs-72267	905	4	farmers	farmer	NOUN
afs-72267	905	5	with	with	ADP
afs-72267	905	6	professional	professional	ADJ
afs-72267	905	7	training	training	NOUN
afs-72267	905	8	was	be	AUX
afs-72267	905	9	further	far	ADV
afs-72267	905	10	adjusted	adjust	VERB
afs-72267	905	11	by	by	ADP
afs-72267	905	12	the	the	DET
afs-72267	905	13	farmer	farmer	NOUN
afs-72267	905	14	’s	’s	PART
afs-72267	905	15	share	share	NOUN
afs-72267	905	16	of	of	ADP
afs-72267	905	17	total	total	ADJ
afs-72267	905	18	labour	labour	ADJ
afs-72267	905	19	input	input	NOUN
afs-72267	905	20	.	.	PUNCT
afs-72267	906	1	because	because	SCONJ
afs-72267	906	2	of	of	ADP
afs-72267	906	3	high	high	ADJ
afs-72267	906	4	intercorrelation	intercorrelation	NOUN
afs-72267	906	5	problems	problem	NOUN
afs-72267	906	6	with	with	ADP
afs-72267	906	7	the	the	DET
afs-72267	906	8	explanatory	explanatory	ADJ
afs-72267	906	9	variables	variable	NOUN
afs-72267	906	10	,	,	PUNCT
afs-72267	906	11	which	which	PRON
afs-72267	906	12	make	make	VERB
afs-72267	906	13	the	the	DET
afs-72267	906	14	tests	test	NOUN
afs-72267	906	15	on	on	ADP
afs-72267	906	16	individual	individual	ADJ
afs-72267	906	17	regressors	regressor	NOUN
afs-72267	906	18	weak	weak	ADJ
afs-72267	906	19	,	,	PUNCT
afs-72267	906	20	education	education	NOUN
afs-72267	906	21	was	be	AUX
afs-72267	906	22	not	not	PART
afs-72267	906	23	included	include	VERB
afs-72267	906	24	in	in	ADP
afs-72267	906	25	the	the	DET
afs-72267	906	26	specification	specification	NOUN
afs-72267	906	27	.	.	PUNCT
afs-72267	907	1	the	the	DET
afs-72267	907	2	possibilities	possibility	NOUN
afs-72267	907	3	to	to	PART
afs-72267	907	4	adjust	adjust	VERB
afs-72267	907	5	labour	labour	NOUN
afs-72267	907	6	for	for	ADP
afs-72267	907	7	quality	quality	NOUN
afs-72267	907	8	improvements	improvement	NOUN
afs-72267	907	9	according	accord	VERB
afs-72267	907	10	to	to	ADP
afs-72267	907	11	the	the	DET
afs-72267	907	12	number	number	NOUN
afs-72267	907	13	of	of	ADP
afs-72267	907	14	years	year	NOUN
afs-72267	907	15	in	in	ADP
afs-72267	907	16	vocational	vocational	ADJ
afs-72267	907	17	schools	school	NOUN
afs-72267	907	18	were	be	AUX
afs-72267	907	19	also	also	ADV
afs-72267	907	20	investigated	investigate	VERB
afs-72267	907	21	.	.	PUNCT
afs-72267	908	1	the	the	DET
afs-72267	908	2	data	datum	NOUN
afs-72267	908	3	on	on	ADP
afs-72267	908	4	school	school	NOUN
afs-72267	908	5	years	year	NOUN
afs-72267	908	6	proved	prove	VERB
afs-72267	908	7	to	to	PART
afs-72267	908	8	be	be	AUX
afs-72267	908	9	quite	quite	ADV
afs-72267	908	10	rough	rough	ADJ
afs-72267	908	11	,	,	PUNCT
afs-72267	908	12	thus	thus	ADV
afs-72267	908	13	being	be	AUX
afs-72267	908	14	dubious	dubious	ADJ
afs-72267	908	15	;	;	PUNCT
afs-72267	908	16	in	in	ADP
afs-72267	908	17	addition	addition	NOUN
afs-72267	908	18	,	,	PUNCT
afs-72267	908	19	the	the	DET
afs-72267	908	20	effects	effect	NOUN
afs-72267	908	21	of	of	ADP
afs-72267	908	22	adjusting	adjust	VERB
afs-72267	908	23	the	the	DET
afs-72267	908	24	labour	labour	PROPN
afs-72267	908	25	series	series	NOUN
afs-72267	908	26	would	would	AUX
afs-72267	908	27	not	not	PART
afs-72267	908	28	have	have	AUX
afs-72267	908	29	been	be	AUX
afs-72267	908	30	great	great	ADJ
afs-72267	908	31	.	.	PUNCT
afs-72267	909	1	the	the	DET
afs-72267	909	2	idea	idea	NOUN
afs-72267	909	3	of	of	ADP
afs-72267	909	4	adjusting	adjust	VERB
afs-72267	909	5	the	the	DET
afs-72267	909	6	labour	labour	PROPN
afs-72267	909	7	series	series	NOUN
afs-72267	909	8	for	for	ADP
afs-72267	909	9	training	training	NOUN
afs-72267	909	10	was	be	AUX
afs-72267	909	11	therefore	therefore	ADV
afs-72267	909	12	dropped	drop	VERB
afs-72267	909	13	.	.	PUNCT
afs-72267	910	1	the	the	DET
afs-72267	910	2	relationship	relationship	NOUN
afs-72267	910	3	specified	specify	VERB
afs-72267	910	4	between	between	ADP
afs-72267	910	5	the	the	DET
afs-72267	910	6	inputs	input	NOUN
afs-72267	910	7	in	in	ADP
afs-72267	910	8	the	the	DET
afs-72267	910	9	cobb	cobb	PROPN
afs-72267	910	10	-	-	PUNCT
afs-72267	910	11	douglas	douglas	PROPN
afs-72267	910	12	function	function	PROPN
afs-72267	910	13	is	be	AUX
afs-72267	910	14	complementary	complementary	ADJ
afs-72267	910	15	.	.	PUNCT
afs-72267	911	1	according	accord	VERB
afs-72267	911	2	to	to	ADP
afs-72267	911	3	the	the	DET
afs-72267	911	4	wicksell	wicksell	NOUN
afs-72267	911	5	-	-	PUNCT
afs-72267	911	6	johnson	johnson	PROPN
afs-72267	911	7	theorem	theorem	VERB
afs-72267	911	8	the	the	DET
afs-72267	911	9	sum	sum	NOUN
afs-72267	911	10	of	of	ADP
afs-72267	911	11	the	the	DET
afs-72267	911	12	two	two	NUM
afs-72267	911	13	elasticities	elasticity	NOUN
afs-72267	911	14	a	a	PRON
afs-72267	911	15	and	and	CCONJ
afs-72267	911	16	p	p	NOUN
afs-72267	911	17	in	in	ADP
afs-72267	911	18	the	the	DET
afs-72267	911	19	cobb	cobb	PROPN
afs-72267	911	20	-	-	PUNCT
afs-72267	911	21	douglas	douglas	PROPN
afs-72267	911	22	function	function	NOUN
afs-72267	911	23	is	be	AUX
afs-72267	911	24	equal	equal	ADJ
afs-72267	911	25	to	to	ADP
afs-72267	911	26	the	the	DET
afs-72267	911	27	elasticity	elasticity	NOUN
afs-72267	911	28	of	of	ADP
afs-72267	911	29	scale	scale	NOUN
afs-72267	911	30	(	(	PUNCT
afs-72267	911	31	heertje	heertje	NOUN
afs-72267	911	32	1977	1977	NUM
afs-72267	911	33	)	)	PUNCT
afs-72267	911	34	.	.	PUNCT
afs-72267	912	1	this	this	PRON
afs-72267	912	2	is	be	AUX
afs-72267	912	3	true	true	ADJ
afs-72267	912	4	if	if	SCONJ
afs-72267	912	5	one	one	PRON
afs-72267	912	6	is	be	AUX
afs-72267	912	7	prepared	prepared	ADJ
afs-72267	912	8	to	to	PART
afs-72267	912	9	assume	assume	VERB
afs-72267	912	10	no	no	DET
afs-72267	912	11	relevant	relevant	ADJ
afs-72267	912	12	factors	factor	NOUN
afs-72267	912	13	have	have	AUX
afs-72267	912	14	been	be	AUX
afs-72267	912	15	excluded	exclude	VERB
afs-72267	912	16	.	.	PUNCT
afs-72267	913	1	increasing	increase	VERB
afs-72267	913	2	,	,	PUNCT
afs-72267	913	3	constant	constant	ADJ
afs-72267	913	4	or	or	CCONJ
afs-72267	913	5	decreasing	decrease	VERB
afs-72267	913	6	returns	return	NOUN
afs-72267	913	7	to	to	PART
afs-72267	913	8	scale	scale	VERB
afs-72267	913	9	prevail	prevail	NOUN
afs-72267	913	10	depending	depend	VERB
afs-72267	913	11	on	on	ADP
afs-72267	913	12	whether	whether	SCONJ
afs-72267	913	13	a	a	DET
afs-72267	913	14	small	small	ADJ
afs-72267	913	15	proportional	proportional	ADJ
afs-72267	913	16	increase	increase	NOUN
afs-72267	913	17	in	in	ADP
afs-72267	913	18	all	all	DET
afs-72267	913	19	inputs	input	NOUN
afs-72267	913	20	leads	lead	VERB
afs-72267	913	21	to	to	ADP
afs-72267	913	22	a	a	DET
afs-72267	913	23	more	more	ADV
afs-72267	913	24	than	than	ADP
afs-72267	913	25	proportionate	proportionate	ADJ
afs-72267	913	26	,	,	PUNCT
afs-72267	913	27	proportionate	proportionate	ADJ
afs-72267	913	28	or	or	CCONJ
afs-72267	913	29	less	less	ADJ
afs-72267	913	30	than	than	ADP
afs-72267	913	31	proportionate	proportionate	ADJ
afs-72267	913	32	increase	increase	NOUN
afs-72267	913	33	in	in	ADP
afs-72267	913	34	output	output	NOUN
afs-72267	913	35	(	(	PUNCT
afs-72267	913	36	heady	heady	ADJ
afs-72267	913	37	and	and	CCONJ
afs-72267	913	38	dillon	dillon	PROPN
afs-72267	913	39	1961	1961	NUM
afs-72267	913	40	)	)	PUNCT
afs-72267	913	41	(	(	PUNCT
afs-72267	913	42	cf	cf	X
afs-72267	913	43	.	.	PUNCT
afs-72267	914	1	also	also	ADV
afs-72267	914	2	hemilä	hemilä	NOUN
afs-72267	914	3	1982	1982	NUM
afs-72267	914	4	)	)	PUNCT
afs-72267	914	5	.	.	PUNCT
afs-72267	915	1	the	the	DET
afs-72267	915	2	enlargement	enlargement	NOUN
afs-72267	915	3	of	of	ADP
afs-72267	915	4	average	average	ADJ
afs-72267	915	5	farm	farm	NOUN
afs-72267	915	6	size	size	NOUN
afs-72267	915	7	and	and	CCONJ
afs-72267	915	8	exploited	exploit	VERB
afs-72267	915	9	economies	economy	NOUN
afs-72267	915	10	of	of	ADP
afs-72267	915	11	scale	scale	NOUN
afs-72267	915	12	are	be	AUX
afs-72267	915	13	therefore	therefore	ADV
afs-72267	915	14	reflected	reflect	VERB
afs-72267	915	15	by	by	ADP
afs-72267	915	16	a	a	DET
afs-72267	915	17	287	287	NUM
afs-72267	915	18	change	change	NOUN
afs-72267	915	19	in	in	ADP
afs-72267	915	20	the	the	DET
afs-72267	915	21	elasticity	elasticity	NOUN
afs-72267	915	22	of	of	ADP
afs-72267	915	23	scale	scale	NOUN
afs-72267	915	24	(	(	PUNCT
afs-72267	915	25	a	a	DET
afs-72267	915	26	+	+	X
afs-72267	915	27	p	p	NOUN
afs-72267	915	28	)	)	PUNCT
afs-72267	915	29	in	in	ADP
afs-72267	915	30	expression	expression	NOUN
afs-72267	915	31	(	(	PUNCT
afs-72267	915	32	3.1	3.1	NUM
afs-72267	915	33	)	)	PUNCT
afs-72267	915	34	.	.	PUNCT
afs-72267	916	1	the	the	DET
afs-72267	916	2	sum	sum	NOUN
afs-72267	916	3	of	of	ADP
afs-72267	916	4	these	these	DET
afs-72267	916	5	elasticities	elasticity	NOUN
afs-72267	916	6	should	should	AUX
afs-72267	916	7	be	be	AUX
afs-72267	916	8	about	about	ADV
afs-72267	916	9	1.0or	1.0or	NUM
afs-72267	916	10	slightly	slightly	ADV
afs-72267	916	11	more	more	ADJ
afs-72267	916	12	since	since	SCONJ
afs-72267	916	13	economies	economy	NOUN
afs-72267	916	14	of	of	ADP
afs-72267	916	15	scale	scale	NOUN
afs-72267	916	16	have	have	AUX
afs-72267	916	17	not	not	PART
afs-72267	916	18	been	be	AUX
afs-72267	916	19	exploited	exploit	VERB
afs-72267	916	20	to	to	ADP
afs-72267	916	21	a	a	DET
afs-72267	916	22	very	very	ADV
afs-72267	916	23	big	big	ADJ
afs-72267	916	24	extent	extent	NOUN
afs-72267	916	25	in	in	ADP
afs-72267	916	26	finland	finland	PROPN
afs-72267	916	27	.	.	PUNCT
afs-72267	917	1	substitution	substitution	NOUN
afs-72267	917	2	of	of	ADP
afs-72267	917	3	capital	capital	NOUN
afs-72267	917	4	for	for	ADP
afs-72267	917	5	labour	labour	NOUN
afs-72267	917	6	is	be	AUX
afs-72267	917	7	reflected	reflect	VERB
afs-72267	917	8	in	in	ADP
afs-72267	917	9	the	the	DET
afs-72267	917	10	changes	change	NOUN
afs-72267	917	11	in	in	ADP
afs-72267	917	12	both	both	CCONJ
afs-72267	917	13	a	a	PRON
afs-72267	917	14	and	and	CCONJ
afs-72267	917	15	p	p	NOUN
afs-72267	917	16	(	(	PUNCT
afs-72267	917	17	cf	cf	NOUN
afs-72267	917	18	.	.	PUNCT
afs-72267	918	1	also	also	ADV
afs-72267	918	2	griliches	griliche	VERB
afs-72267	918	3	1963	1963	NUM
afs-72267	918	4	a	a	PRON
afs-72267	918	5	)	)	PUNCT
afs-72267	918	6	.	.	PUNCT
afs-72267	919	1	changes	change	NOUN
afs-72267	919	2	in	in	ADP
afs-72267	919	3	the	the	DET
afs-72267	919	4	relative	relative	ADJ
afs-72267	919	5	prices	price	NOUN
afs-72267	919	6	due	due	ADJ
afs-72267	919	7	to	to	ADP
afs-72267	919	8	research	research	NOUN
afs-72267	919	9	are	be	AUX
afs-72267	919	10	reflected	reflect	VERB
afs-72267	919	11	in	in	ADP
afs-72267	919	12	the	the	DET
afs-72267	919	13	research	research	NOUN
afs-72267	919	14	variable	variable	NOUN
afs-72267	919	15	.	.	PUNCT
afs-72267	920	1	the	the	DET
afs-72267	920	2	development	development	NOUN
afs-72267	920	3	of	of	ADP
afs-72267	920	4	productivity	productivity	NOUN
afs-72267	920	5	during	during	ADP
afs-72267	920	6	the	the	DET
afs-72267	920	7	1960	1960	NUM
afs-72267	920	8	s	s	NOUN
afs-72267	920	9	and	and	CCONJ
afs-72267	920	10	1970	1970	NUM
afs-72267	920	11	s	s	VERB
afs-72267	920	12	was	be	AUX
afs-72267	920	13	most	most	ADV
afs-72267	920	14	likely	likely	ADV
afs-72267	920	15	affected	affect	VERB
afs-72267	920	16	by	by	ADP
afs-72267	920	17	production	production	NOUN
afs-72267	920	18	and	and	CCONJ
afs-72267	920	19	import	import	NOUN
afs-72267	920	20	restrictions	restriction	NOUN
afs-72267	920	21	on	on	ADP
afs-72267	920	22	farm	farm	NOUN
afs-72267	920	23	products	product	NOUN
afs-72267	920	24	and	and	CCONJ
afs-72267	920	25	production	production	NOUN
afs-72267	920	26	inputs	input	NOUN
afs-72267	920	27	.	.	PUNCT
afs-72267	921	1	the	the	DET
afs-72267	921	2	effects	effect	NOUN
afs-72267	921	3	of	of	ADP
afs-72267	921	4	these	these	DET
afs-72267	921	5	measures	measure	NOUN
afs-72267	921	6	were	be	AUX
afs-72267	921	7	contradictory	contradictory	ADJ
afs-72267	921	8	at	at	ADP
afs-72267	921	9	least	least	ADJ
afs-72267	921	10	to	to	ADP
afs-72267	921	11	certain	certain	ADJ
afs-72267	921	12	degree	degree	NOUN
afs-72267	921	13	;	;	PUNCT
afs-72267	921	14	on	on	ADP
afs-72267	921	15	the	the	DET
afs-72267	921	16	one	one	NUM
afs-72267	921	17	hand	hand	NOUN
afs-72267	921	18	,	,	PUNCT
afs-72267	921	19	the	the	DET
afs-72267	921	20	whole	whole	ADJ
afs-72267	921	21	production	production	NOUN
afs-72267	921	22	capacity	capacity	NOUN
afs-72267	921	23	has	have	AUX
afs-72267	921	24	not	not	PART
afs-72267	921	25	been	be	AUX
afs-72267	921	26	in	in	ADP
afs-72267	921	27	use	use	NOUN
afs-72267	921	28	,	,	PUNCT
afs-72267	921	29	a	a	DET
afs-72267	921	30	situation	situation	NOUN
afs-72267	921	31	which	which	PRON
afs-72267	921	32	has	have	AUX
afs-72267	921	33	resulted	result	VERB
afs-72267	921	34	in	in	ADP
afs-72267	921	35	a	a	DET
afs-72267	921	36	smaller	small	ADJ
afs-72267	921	37	output	output	NOUN
afs-72267	921	38	than	than	ADP
afs-72267	921	39	the	the	DET
afs-72267	921	40	potential	potential	NOUN
afs-72267	921	41	;	;	PUNCT
afs-72267	921	42	on	on	ADP
afs-72267	921	43	the	the	DET
afs-72267	921	44	other	other	ADJ
afs-72267	921	45	hand	hand	NOUN
afs-72267	921	46	,	,	PUNCT
afs-72267	921	47	the	the	DET
afs-72267	921	48	protection	protection	NOUN
afs-72267	921	49	of	of	ADP
afs-72267	921	50	agriculture	agriculture	NOUN
afs-72267	921	51	from	from	ADP
afs-72267	921	52	imports	import	NOUN
afs-72267	921	53	has	have	AUX
afs-72267	921	54	guaranteed	guarantee	VERB
afs-72267	921	55	a	a	DET
afs-72267	921	56	higher	high	ADJ
afs-72267	921	57	price	price	NOUN
afs-72267	921	58	for	for	ADP
afs-72267	921	59	outputs	output	NOUN
afs-72267	921	60	.	.	PUNCT
afs-72267	922	1	here	here	ADV
afs-72267	922	2	the	the	DET
afs-72267	922	3	assumption	assumption	NOUN
afs-72267	922	4	is	be	AUX
afs-72267	922	5	made	make	VERB
afs-72267	922	6	that	that	SCONJ
afs-72267	922	7	the	the	DET
afs-72267	922	8	combined	combined	ADJ
afs-72267	922	9	effect	effect	NOUN
afs-72267	922	10	of	of	ADP
afs-72267	922	11	these	these	DET
afs-72267	922	12	interventions	intervention	NOUN
afs-72267	922	13	on	on	ADP
afs-72267	922	14	the	the	DET
afs-72267	922	15	market	market	NOUN
afs-72267	922	16	equals	equal	VERB
afs-72267	922	17	zero	zero	NUM
afs-72267	922	18	.	.	PUNCT
afs-72267	923	1	owing	owe	VERB
afs-72267	923	2	to	to	ADP
afs-72267	923	3	the	the	DET
afs-72267	923	4	relatively	relatively	ADV
afs-72267	923	5	homogeneous	homogeneous	ADJ
afs-72267	923	6	conditions	condition	NOUN
afs-72267	923	7	in	in	ADP
afs-72267	923	8	finnish	finnish	ADJ
afs-72267	923	9	agriculture	agriculture	NOUN
afs-72267	923	10	,	,	PUNCT
afs-72267	923	11	a	a	DET
afs-72267	923	12	time	time	NOUN
afs-72267	923	13	series	series	PROPN
afs-72267	923	14	study	study	NOUN
afs-72267	923	15	appears	appear	VERB
afs-72267	923	16	to	to	PART
afs-72267	923	17	be	be	AUX
afs-72267	923	18	the	the	DET
afs-72267	923	19	most	most	ADV
afs-72267	923	20	natural	natural	ADJ
afs-72267	923	21	.	.	PUNCT
afs-72267	924	1	the	the	DET
afs-72267	924	2	study	study	NOUN
afs-72267	924	3	should	should	AUX
afs-72267	924	4	not	not	PART
afs-72267	924	5	be	be	AUX
afs-72267	924	6	seen	see	VERB
afs-72267	924	7	as	as	ADP
afs-72267	924	8	a	a	DET
afs-72267	924	9	prognosis	prognosis	NOUN
afs-72267	924	10	of	of	ADP
afs-72267	924	11	research	research	NOUN
afs-72267	924	12	contribution	contribution	NOUN
afs-72267	924	13	in	in	ADP
afs-72267	924	14	the	the	DET
afs-72267	924	15	future	future	NOUN
afs-72267	924	16	,	,	PUNCT
afs-72267	924	17	but	but	CCONJ
afs-72267	924	18	as	as	ADP
afs-72267	924	19	a	a	DET
afs-72267	924	20	historical	historical	ADJ
afs-72267	924	21	study	study	NOUN
afs-72267	924	22	of	of	ADP
afs-72267	924	23	past	past	ADJ
afs-72267	924	24	returns	return	NOUN
afs-72267	924	25	to	to	ADP
afs-72267	924	26	agricultural	agricultural	ADJ
afs-72267	924	27	research	research	NOUN
afs-72267	924	28	.	.	PUNCT
afs-72267	925	1	in	in	ADP
afs-72267	925	2	other	other	ADJ
afs-72267	925	3	words	word	NOUN
afs-72267	925	4	,	,	PUNCT
afs-72267	925	5	the	the	DET
afs-72267	925	6	study	study	NOUN
afs-72267	925	7	is	be	AUX
afs-72267	925	8	of	of	ADP
afs-72267	925	9	the	the	DET
afs-72267	925	10	ex	ex	X
afs-72267	925	11	post	post	NOUN
afs-72267	925	12	and	and	CCONJ
afs-72267	925	13	not	not	PART
afs-72267	925	14	of	of	ADP
afs-72267	925	15	the	the	DET
afs-72267	925	16	ex	ex	PROPN
afs-72267	925	17	ante	ante	NOUN
afs-72267	925	18	type	type	NOUN
afs-72267	925	19	.	.	PUNCT
afs-72267	926	1	3.3	3.3	NUM
afs-72267	926	2	.	.	PUNCT
afs-72267	926	3	specification	specification	NOUN
afs-72267	926	4	of	of	ADP
afs-72267	926	5	the	the	DET
afs-72267	926	6	model	model	NOUN
afs-72267	926	7	3.3.1	3.3.1	NUM
afs-72267	926	8	.	.	PUNCT
afs-72267	927	1	the	the	DET
afs-72267	927	2	form	form	NOUN
afs-72267	927	3	of	of	ADP
afs-72267	927	4	theproduction	theproduction	NOUN
afs-72267	927	5	function	function	NOUN
afs-72267	927	6	and	and	CCONJ
afs-72267	927	7	the	the	DET
afs-72267	927	8	variables	variable	NOUN
afs-72267	927	9	the	the	DET
afs-72267	927	10	basic	basic	ADJ
afs-72267	927	11	model	model	NOUN
afs-72267	927	12	in	in	ADP
afs-72267	927	13	the	the	DET
afs-72267	927	14	study	study	NOUN
afs-72267	927	15	is	be	AUX
afs-72267	927	16	an	an	DET
afs-72267	927	17	aggregated	aggregate	VERB
afs-72267	927	18	production	production	NOUN
afs-72267	927	19	function	function	NOUN
afs-72267	927	20	that	that	PRON
afs-72267	927	21	explains	explain	VERB
afs-72267	927	22	the	the	DET
afs-72267	927	23	gross	gross	ADJ
afs-72267	927	24	production	production	NOUN
afs-72267	927	25	of	of	ADP
afs-72267	927	26	agriculture	agriculture	NOUN
afs-72267	927	27	.	.	PUNCT
afs-72267	928	1	a	a	DET
afs-72267	928	2	production	production	NOUN
afs-72267	928	3	function	function	NOUN
afs-72267	928	4	can	can	AUX
afs-72267	928	5	be	be	AUX
afs-72267	928	6	expressed	express	VERB
afs-72267	928	7	as	as	ADP
afs-72267	928	8	:	:	PUNCT
afs-72267	928	9	(	(	PUNCT
afs-72267	928	10	3.5	3.5	X
afs-72267	928	11	)	)	PUNCT
afs-72267	928	12	y	y	PROPN
afs-72267	928	13	=	=	SYM
afs-72267	928	14	f(x	f(x	PROPN
afs-72267	928	15	„	„	PUNCT
afs-72267	928	16	x	x	SYM
afs-72267	928	17	2	2	NUM
afs-72267	928	18	,	,	PUNCT
afs-72267	928	19	...	...	PUNCT
afs-72267	928	20	,	,	PUNCT
afs-72267	928	21	where	where	SCONJ
afs-72267	928	22	y	y	PROPN
afs-72267	928	23	denotes	denote	VERB
afs-72267	928	24	gross	gross	ADJ
afs-72267	928	25	production	production	NOUN
afs-72267	928	26	and	and	CCONJ
afs-72267	928	27	the	the	DET
afs-72267	928	28	different	different	ADJ
afs-72267	928	29	inputs	input	NOUN
afs-72267	928	30	and	and	CCONJ
afs-72267	928	31	the	the	DET
afs-72267	928	32	form	form	NOUN
afs-72267	928	33	of	of	ADP
afs-72267	928	34	the	the	DET
afs-72267	928	35	function	function	NOUN
afs-72267	928	36	.	.	PUNCT
afs-72267	929	1	the	the	DET
afs-72267	929	2	simplest	simple	ADJ
afs-72267	929	3	form	form	NOUN
afs-72267	929	4	of	of	ADP
afs-72267	929	5	the	the	DET
afs-72267	929	6	production	production	NOUN
afs-72267	929	7	function	function	NOUN
afs-72267	929	8	is	be	AUX
afs-72267	929	9	the	the	DET
afs-72267	929	10	linear	linear	ADJ
afs-72267	929	11	function	function	NOUN
afs-72267	929	12	:	:	PUNCT
afs-72267	929	13	(	(	PUNCT
afs-72267	929	14	3.6	3.6	NUM
afs-72267	929	15	)	)	PUNCT
afs-72267	929	16	y	y	PROPN
afs-72267	929	17	=	=	SYM
afs-72267	929	18	b	b	PROPN
afs-72267	929	19	,	,	PUNCT
afs-72267	929	20	x	x	X
afs-72267	929	21	,	,	PUNCT
afs-72267	929	22	+	+	NOUN
afs-72267	929	23	b	b	NOUN
afs-72267	929	24	,	,	PUNCT
afs-72267	929	25	x	x	X
afs-72267	929	26	2	2	NUM
afs-72267	929	27	+	+	CCONJ
afs-72267	929	28	...	...	PUNCT
afs-72267	930	1	+	+	NUM
afs-72267	930	2	b„xn	b„xn	X
afs-72267	930	3	+	+	NOUN
afs-72267	930	4	e	e	X
afs-72267	930	5	288	288	NUM
afs-72267	930	6	the	the	DET
afs-72267	930	7	linear	linear	ADJ
afs-72267	930	8	production	production	NOUN
afs-72267	930	9	function	function	NOUN
afs-72267	930	10	expresses	express	VERB
afs-72267	930	11	a	a	DET
afs-72267	930	12	constant	constant	ADJ
afs-72267	930	13	marginal	marginal	ADJ
afs-72267	930	14	ratio	ratio	NOUN
afs-72267	930	15	between	between	ADP
afs-72267	930	16	output	output	NOUN
afs-72267	930	17	and	and	CCONJ
afs-72267	930	18	the	the	DET
afs-72267	930	19	various	various	ADJ
afs-72267	930	20	inputs	input	NOUN
afs-72267	930	21	.	.	PUNCT
afs-72267	931	1	the	the	DET
afs-72267	931	2	random	random	ADJ
afs-72267	931	3	disturbance	disturbance	NOUN
afs-72267	931	4	term	term	NOUN
afs-72267	931	5	e	e	NOUN
afs-72267	931	6	is	be	AUX
afs-72267	931	7	an	an	DET
afs-72267	931	8	expression	expression	NOUN
afs-72267	931	9	for	for	ADP
afs-72267	931	10	the	the	DET
afs-72267	931	11	unsystematic	unsystematic	ADJ
afs-72267	931	12	component	component	NOUN
afs-72267	931	13	of	of	ADP
afs-72267	931	14	the	the	DET
afs-72267	931	15	variation	variation	NOUN
afs-72267	931	16	which	which	PRON
afs-72267	931	17	can	can	AUX
afs-72267	931	18	not	not	PART
afs-72267	931	19	be	be	AUX
afs-72267	931	20	explained	explain	VERB
afs-72267	931	21	by	by	ADP
afs-72267	931	22	the	the	DET
afs-72267	931	23	systematic	systematic	ADJ
afs-72267	931	24	component	component	NOUN
afs-72267	931	25	x	x	NOUN
afs-72267	931	26	,	,	PUNCT
afs-72267	931	27	+	+	CCONJ
afs-72267	931	28	x	x	SYM
afs-72267	931	29	2	2	NUM
afs-72267	931	30	+	+	CCONJ
afs-72267	931	31	...	...	PUNCT
afs-72267	932	1	+	+	X
afs-72267	932	2	xn	xn	PROPN
afs-72267	932	3	(	(	PUNCT
afs-72267	932	4	heady	heady	ADJ
afs-72267	932	5	and	and	CCONJ
afs-72267	932	6	dillon	dillon	PROPN
afs-72267	932	7	1961	1961	NUM
afs-72267	932	8	)	)	PUNCT
afs-72267	932	9	.	.	PUNCT
afs-72267	933	1	at	at	ADP
afs-72267	933	2	declining	decline	VERB
afs-72267	933	3	marginal	marginal	ADJ
afs-72267	933	4	products	product	NOUN
afs-72267	933	5	the	the	DET
afs-72267	933	6	cobbdouglas	cobbdouglas	PROPN
afs-72267	933	7	function	function	NOUN
afs-72267	933	8	(	(	PUNCT
afs-72267	933	9	3.7	3.7	NUM
afs-72267	933	10	)	)	PUNCT
afs-72267	933	11	y	y	NOUN
afs-72267	933	12	=	=	SYM
afs-72267	933	13	ax	ax	NOUN
afs-72267	933	14	,	,	PUNCT
afs-72267	933	15	b|	b|	ADJ
afs-72267	933	16	x	x	PUNCT
afs-72267	933	17	x	x	SYM
afs-72267	933	18	2	2	NUM
afs-72267	933	19	b	b	X
afs-72267	933	20	>	>	X
afs-72267	933	21	x	x	X
afs-72267	933	22	...	...	PUNCT
afs-72267	933	23	x	x	X
afs-72267	933	24	xn	xn	PROPN
afs-72267	933	25	b	b	X
afs-72267	933	26	"	"	PUNCT
afs-72267	933	27	has	have	AUX
afs-72267	933	28	been	be	AUX
afs-72267	933	29	used	use	VERB
afs-72267	933	30	frequently	frequently	ADV
afs-72267	933	31	because	because	SCONJ
afs-72267	933	32	of	of	ADP
afs-72267	933	33	its	its	PRON
afs-72267	933	34	statistical	statistical	ADJ
afs-72267	933	35	simplicity	simplicity	NOUN
afs-72267	933	36	and	and	CCONJ
afs-72267	933	37	convenience	convenience	NOUN
afs-72267	933	38	.	.	PUNCT
afs-72267	934	1	in	in	ADP
afs-72267	934	2	expression	expression	NOUN
afs-72267	934	3	(	(	PUNCT
afs-72267	934	4	3.7	3.7	NUM
afs-72267	934	5	)	)	PUNCT
afs-72267	934	6	,	,	PUNCT
afs-72267	934	7	a	a	PRON
afs-72267	934	8	is	be	AUX
afs-72267	934	9	a	a	DET
afs-72267	934	10	constant	constant	ADJ
afs-72267	934	11	and	and	CCONJ
afs-72267	934	12	bj	bj	NOUN
afs-72267	934	13	are	be	AUX
afs-72267	934	14	exponents	exponent	NOUN
afs-72267	934	15	equal	equal	ADJ
afs-72267	934	16	to	to	ADP
afs-72267	934	17	the	the	DET
afs-72267	934	18	elasticity	elasticity	NOUN
afs-72267	934	19	of	of	ADP
afs-72267	934	20	the	the	DET
afs-72267	934	21	various	various	ADJ
afs-72267	934	22	inputs	input	NOUN
afs-72267	935	1	i.e.	i.e.	X
afs-72267	935	2	~	~	PUNCT
afs-72267	935	3	dy	dy	X
afs-72267	935	4	dx	dx	PROPN
afs-72267	935	5	x	x	PROPN
afs-72267	935	6	dy	dy	PROPN
afs-72267	935	7	xe	xe	PROPN
afs-72267	935	8	=	=	PUNCT
afs-72267	935	9	:	:	PUNCT
afs-72267	936	1	=	=	PUNCT
afs-72267	936	2	x	x	X
afs-72267	936	3	=	=	PUNCT
afs-72267	937	1	-xb|	-xb|	NOUN
afs-72267	937	2	y	y	NOUN
afs-72267	937	3	x	x	PUNCT
afs-72267	938	1	y	y	PROPN
afs-72267	938	2	dx	dx	PROPN
afs-72267	938	3	y	y	PROPN
afs-72267	938	4	when	when	SCONJ
afs-72267	938	5	bj	bj	VERB
afs-72267	938	6	<	<	X
afs-72267	938	7	1	1	NUM
afs-72267	938	8	,	,	PUNCT
afs-72267	938	9	the	the	DET
afs-72267	938	10	marginal	marginal	ADJ
afs-72267	938	11	products	product	NOUN
afs-72267	938	12	will	will	AUX
afs-72267	938	13	decline	decline	VERB
afs-72267	938	14	as	as	ADP
afs-72267	938	15	x	x	NOUN
afs-72267	938	16	increases	increase	NOUN
afs-72267	938	17	because	because	SCONJ
afs-72267	938	18	xb	xb	PROPN
afs-72267	938	19	<	<	X
afs-72267	938	20	x.	x.	PROPN
afs-72267	938	21	graphically	graphically	ADV
afs-72267	938	22	illustrated	illustrate	VERB
afs-72267	938	23	the	the	DET
afs-72267	938	24	curve	curve	NOUN
afs-72267	938	25	of	of	ADP
afs-72267	938	26	the	the	DET
afs-72267	938	27	production	production	NOUN
afs-72267	938	28	function	function	NOUN
afs-72267	938	29	flattens	flatten	VERB
afs-72267	938	30	out	out	ADP
afs-72267	938	31	.	.	PUNCT
afs-72267	939	1	the	the	DET
afs-72267	939	2	cobb	cobb	PROPN
afs-72267	939	3	-	-	PUNCT
afs-72267	939	4	douglas	douglas	PROPN
afs-72267	939	5	function	function	NOUN
afs-72267	939	6	is	be	AUX
afs-72267	939	7	easily	easily	ADV
afs-72267	939	8	changed	change	VERB
afs-72267	939	9	into	into	ADP
afs-72267	939	10	logarithmic	logarithmic	ADJ
afs-72267	939	11	form	form	NOUN
afs-72267	939	12	:	:	PUNCT
afs-72267	939	13	(	(	PUNCT
afs-72267	939	14	3.8	3.8	NUM
afs-72267	939	15	)	)	PUNCT
afs-72267	939	16	log(y	log(y	PROPN
afs-72267	939	17	)	)	PUNCT
afs-72267	939	18	=	=	SYM
afs-72267	939	19	log(a	log(a	PROPN
afs-72267	939	20	)	)	PUNCT
afs-72267	940	1	+	+	NUM
afs-72267	940	2	b	b	X
afs-72267	940	3	,	,	PUNCT
afs-72267	940	4	log(x	log(x	PROPN
afs-72267	940	5	,	,	PUNCT
afs-72267	940	6	)	)	PUNCT
afs-72267	941	1	+	+	PUNCT
afs-72267	941	2	b	b	X
afs-72267	941	3	2log(x	2log(x	NUM
afs-72267	941	4	2	2	NUM
afs-72267	941	5	)	)	PUNCT
afs-72267	942	1	+	+	PROPN
afs-72267	943	1	+	+	PUNCT
afs-72267	943	2	b	b	X
afs-72267	943	3	nlog(x	nlog(x	NOUN
afs-72267	943	4	n	n	CCONJ
afs-72267	943	5	)	)	PUNCT
afs-72267	944	1	+	+	CCONJ
afs-72267	944	2	e	e	X
afs-72267	944	3	in	in	ADP
afs-72267	944	4	finnish	finnish	ADJ
afs-72267	944	5	studies	study	NOUN
afs-72267	944	6	of	of	ADP
afs-72267	944	7	aggregate	aggregate	ADJ
afs-72267	944	8	agriculture	agriculture	NOUN
afs-72267	944	9	or	or	CCONJ
afs-72267	944	10	aggregate	aggregate	ADJ
afs-72267	944	11	crop	crop	NOUN
afs-72267	944	12	and	and	CCONJ
afs-72267	944	13	livestock	livestock	NOUN
afs-72267	944	14	production	production	NOUN
afs-72267	944	15	functions	function	NOUN
afs-72267	944	16	the	the	DET
afs-72267	944	17	cobb	cobb	PROPN
afs-72267	944	18	-	-	PUNCT
afs-72267	944	19	douglas	douglas	PROPN
afs-72267	944	20	function	function	PROPN
afs-72267	944	21	has	have	AUX
afs-72267	944	22	been	be	AUX
afs-72267	944	23	used	use	VERB
afs-72267	944	24	by	by	ADP
afs-72267	944	25	rouhiainen	rouhiainen	PROPN
afs-72267	944	26	(	(	PUNCT
afs-72267	944	27	1972	1972	NUM
afs-72267	944	28	)	)	PUNCT
afs-72267	944	29	,	,	PUNCT
afs-72267	944	30	kettunen	kettunen	NOUN
afs-72267	944	31	and	and	CCONJ
afs-72267	944	32	rouhiainen	rouhiainen	PROPN
afs-72267	944	33	(	(	PUNCT
afs-72267	944	34	1972	1972	NUM
afs-72267	944	35	)	)	PUNCT
afs-72267	944	36	and	and	CCONJ
afs-72267	944	37	ihamuotila	ihamuotila	INTJ
afs-72267	944	38	(	(	PUNCT
afs-72267	944	39	1972	1972	NUM
afs-72267	944	40	)	)	PUNCT
afs-72267	944	41	.	.	PUNCT
afs-72267	945	1	ihamuotila	ihamuotila	PROPN
afs-72267	945	2	also	also	ADV
afs-72267	945	3	used	use	VERB
afs-72267	945	4	linear	linear	PROPN
afs-72267	945	5	production	production	NOUN
afs-72267	945	6	functions	function	NOUN
afs-72267	945	7	.	.	PUNCT
afs-72267	946	1	the	the	DET
afs-72267	946	2	cobb	cobb	PROPN
afs-72267	946	3	-	-	PUNCT
afs-72267	946	4	douglas	douglas	PROPN
afs-72267	946	5	function	function	PROPN
afs-72267	946	6	has	have	AUX
afs-72267	946	7	been	be	AUX
afs-72267	946	8	commonly	commonly	ADV
afs-72267	946	9	used	use	VERB
afs-72267	946	10	to	to	PART
afs-72267	946	11	estimate	estimate	VERB
afs-72267	946	12	the	the	DET
afs-72267	946	13	returns	return	NOUN
afs-72267	946	14	from	from	ADP
afs-72267	946	15	agricultural	agricultural	ADJ
afs-72267	946	16	research	research	NOUN
afs-72267	946	17	.	.	PUNCT
afs-72267	947	1	two	two	NUM
afs-72267	947	2	pioneering	pioneer	VERB
afs-72267	947	3	examples	example	NOUN
afs-72267	947	4	are	be	AUX
afs-72267	947	5	the	the	DET
afs-72267	947	6	studies	study	NOUN
afs-72267	947	7	by	by	ADP
afs-72267	947	8	griliches	griliche	NOUN
afs-72267	947	9	(	(	PUNCT
afs-72267	947	10	1964	1964	NUM
afs-72267	947	11	)	)	PUNCT
afs-72267	947	12	and	and	CCONJ
afs-72267	947	13	evenson	evenson	PROPN
afs-72267	947	14	(	(	PUNCT
afs-72267	947	15	1967	1967	NUM
afs-72267	947	16	)	)	PUNCT
afs-72267	947	17	(	(	PUNCT
afs-72267	947	18	see	see	VERB
afs-72267	947	19	sections	section	NOUN
afs-72267	947	20	2.3.2	2.3.2	NUM
afs-72267	947	21	.	.	PUNCT
afs-72267	947	22	and	and	CCONJ
afs-72267	947	23	2.3.4	2.3.4	NUM
afs-72267	947	24	)	)	PUNCT
afs-72267	947	25	.	.	PUNCT
afs-72267	948	1	other	other	ADJ
afs-72267	948	2	possible	possible	ADJ
afs-72267	948	3	forms	form	NOUN
afs-72267	948	4	of	of	ADP
afs-72267	948	5	the	the	DET
afs-72267	948	6	production	production	NOUN
afs-72267	948	7	function	function	NOUN
afs-72267	948	8	could	could	AUX
afs-72267	948	9	be	be	AUX
afs-72267	948	10	offered	offer	VERB
afs-72267	948	11	by	by	ADP
afs-72267	948	12	the	the	DET
afs-72267	948	13	transcendental	transcendental	ADJ
afs-72267	948	14	function	function	NOUN
afs-72267	948	15	,	,	PUNCT
afs-72267	948	16	the	the	DET
afs-72267	948	17	quadratic	quadratic	ADJ
afs-72267	948	18	function	function	NOUN
afs-72267	948	19	,	,	PUNCT
afs-72267	948	20	the	the	DET
afs-72267	948	21	spillman	spillman	ADJ
afs-72267	948	22	function	function	NOUN
afs-72267	948	23	(	(	PUNCT
afs-72267	948	24	cf	cf	NOUN
afs-72267	948	25	.	.	PUNCT
afs-72267	948	26	heady	heady	ADJ
afs-72267	948	27	and	and	CCONJ
afs-72267	948	28	dillon	dillon	PROPN
afs-72267	948	29	1961	1961	NUM
afs-72267	948	30	)	)	PUNCT
afs-72267	948	31	and	and	CCONJ
afs-72267	948	32	the	the	DET
afs-72267	948	33	ces	ces	X
afs-72267	948	34	function	function	NOUN
afs-72267	948	35	(	(	PUNCT
afs-72267	948	36	cf	cf	NOUN
afs-72267	948	37	.	.	PUNCT
afs-72267	948	38	hemilä	hemilä	PROPN
afs-72267	948	39	1982	1982	NUM
afs-72267	948	40	)	)	PUNCT
afs-72267	948	41	.	.	PUNCT
afs-72267	949	1	this	this	DET
afs-72267	949	2	study	study	NOUN
afs-72267	949	3	is	be	AUX
afs-72267	949	4	,	,	PUNCT
afs-72267	949	5	however	however	ADV
afs-72267	949	6	,	,	PUNCT
afs-72267	949	7	based	base	VERB
afs-72267	949	8	on	on	ADP
afs-72267	949	9	the	the	DET
afs-72267	949	10	conventional	conventional	ADJ
afs-72267	949	11	cobb	cobb	PROPN
afs-72267	949	12	-	-	PUNCT
afs-72267	949	13	douglas	douglas	PROPN
afs-72267	949	14	function	function	PROPN
afs-72267	949	15	.	.	PUNCT
afs-72267	950	1	a	a	DET
afs-72267	950	2	linear	linear	ADJ
afs-72267	950	3	production	production	NOUN
afs-72267	950	4	function	function	NOUN
afs-72267	950	5	is	be	AUX
afs-72267	950	6	also	also	ADV
afs-72267	950	7	estimated	estimate	VERB
afs-72267	950	8	,	,	PUNCT
afs-72267	950	9	though	though	SCONJ
afs-72267	950	10	mainly	mainly	ADV
afs-72267	950	11	in	in	ADP
afs-72267	950	12	order	order	NOUN
afs-72267	950	13	to	to	PART
afs-72267	950	14	compare	compare	VERB
afs-72267	950	15	results	result	NOUN
afs-72267	950	16	with	with	ADP
afs-72267	950	17	the	the	DET
afs-72267	950	18	cobb	cobb	PROPN
afs-72267	950	19	-	-	PUNCT
afs-72267	950	20	douglas	douglas	PROPN
afs-72267	950	21	form	form	NOUN
afs-72267	950	22	.	.	PUNCT
afs-72267	951	1	in	in	ADP
afs-72267	951	2	the	the	DET
afs-72267	951	3	formulation	formulation	NOUN
afs-72267	951	4	of	of	ADP
afs-72267	951	5	the	the	DET
afs-72267	951	6	production	production	NOUN
afs-72267	951	7	function	function	VERB
afs-72267	951	8	the	the	DET
afs-72267	951	9	specifications	specification	NOUN
afs-72267	951	10	of	of	ADP
afs-72267	951	11	griliches	griliche	NOUN
afs-72267	951	12	(	(	PUNCT
afs-72267	951	13	1964	1964	NUM
afs-72267	951	14	)	)	PUNCT
afs-72267	951	15	,	,	PUNCT
afs-72267	951	16	evenson	evenson	PROPN
afs-72267	951	17	(	(	PUNCT
afs-72267	951	18	1967	1967	NUM
afs-72267	951	19	)	)	PUNCT
afs-72267	951	20	and	and	CCONJ
afs-72267	951	21	norton	norton	PROPN
afs-72267	951	22	and	and	CCONJ
afs-72267	951	23	davis	davis	PROPN
afs-72267	951	24	(	(	PUNCT
afs-72267	951	25	1981	1981	NUM
afs-72267	951	26	)	)	PUNCT
afs-72267	951	27	have	have	AUX
afs-72267	951	28	been	be	AUX
afs-72267	951	29	followed	follow	VERB
afs-72267	951	30	.	.	PUNCT
afs-72267	952	1	the	the	DET
afs-72267	952	2	choice	choice	NOUN
afs-72267	952	3	of	of	ADP
afs-72267	952	4	variables	variable	NOUN
afs-72267	952	5	has	have	AUX
afs-72267	952	6	,	,	PUNCT
afs-72267	952	7	to	to	ADP
afs-72267	952	8	a	a	DET
afs-72267	952	9	large	large	ADJ
afs-72267	952	10	extent	extent	NOUN
afs-72267	952	11	,	,	PUNCT
afs-72267	952	12	been	be	AUX
afs-72267	952	13	done	do	VERB
afs-72267	952	14	analogically	analogically	ADV
afs-72267	952	15	with	with	ADP
afs-72267	952	16	the	the	DET
afs-72267	952	17	production	production	NOUN
afs-72267	952	18	function	function	NOUN
afs-72267	952	19	study	study	NOUN
afs-72267	952	20	of	of	ADP
afs-72267	952	21	ihamuotila	ihamuotila	PROPN
afs-72267	952	22	(	(	PUNCT
afs-72267	952	23	1972	1972	NUM
afs-72267	952	24	)	)	PUNCT
afs-72267	952	25	.	.	PUNCT
afs-72267	953	1	the	the	DET
afs-72267	953	2	agricultural	agricultural	ADJ
afs-72267	953	3	gross	gross	ADJ
afs-72267	953	4	production	production	NOUN
afs-72267	953	5	is	be	AUX
afs-72267	953	6	produced	produce	VERB
afs-72267	953	7	by	by	ADP
afs-72267	953	8	labour	labour	NOUN
afs-72267	953	9	,	,	PUNCT
afs-72267	953	10	external	external	ADJ
afs-72267	953	11	purchased	purchase	VERB
afs-72267	953	12	inputs	input	NOUN
afs-72267	953	13	and	and	CCONJ
afs-72267	953	14	by	by	ADP
afs-72267	953	15	capital	capital	NOUN
afs-72267	953	16	(	(	PUNCT
afs-72267	953	17	including	include	VERB
afs-72267	953	18	cultivated	cultivate	VERB
afs-72267	953	19	area	area	NOUN
afs-72267	953	20	,	,	PUNCT
afs-72267	953	21	soil	soil	NOUN
afs-72267	953	22	and	and	CCONJ
afs-72267	953	23	water	water	NOUN
afs-72267	953	24	constructions	construction	NOUN
afs-72267	953	25	,	,	PUNCT
afs-72267	953	26	machinery	machinery	NOUN
afs-72267	953	27	,	,	PUNCT
afs-72267	953	28	buildings	building	NOUN
afs-72267	953	29	and	and	CCONJ
afs-72267	953	30	animals	animal	NOUN
afs-72267	953	31	)	)	PUNCT
afs-72267	953	32	.	.	PUNCT
afs-72267	954	1	the	the	DET
afs-72267	954	2	vocational	vocational	ADJ
afs-72267	954	3	skills	skill	NOUN
afs-72267	954	4	acquired	acquire	VERB
afs-72267	954	5	through	through	ADP
afs-72267	954	6	education	education	NOUN
afs-72267	954	7	,	,	PUNCT
afs-72267	954	8	experience	experience	NOUN
afs-72267	954	9	and	and	CCONJ
afs-72267	954	10	extension	extension	NOUN
afs-72267	954	11	also	also	ADV
afs-72267	954	12	influence	influence	VERB
afs-72267	954	13	the	the	DET
afs-72267	954	14	production	production	NOUN
afs-72267	954	15	results	result	NOUN
afs-72267	954	16	.	.	PUNCT
afs-72267	955	1	the	the	DET
afs-72267	955	2	dependent	dependent	ADJ
afs-72267	955	3	and	and	CCONJ
afs-72267	955	4	independent	independent	ADJ
afs-72267	955	5	variables	variable	NOUN
afs-72267	955	6	can	can	AUX
afs-72267	955	7	be	be	AUX
afs-72267	955	8	seen	see	VERB
afs-72267	955	9	from	from	ADP
afs-72267	955	10	the	the	DET
afs-72267	955	11	model	model	NOUN
afs-72267	955	12	formulated	formulate	VERB
afs-72267	955	13	below	below	ADV
afs-72267	955	14	:	:	PUNCT
afs-72267	955	15	(	(	PUNCT
afs-72267	955	16	3.9	3.9	NUM
afs-72267	955	17	)	)	PUNCT
afs-72267	955	18	q	q	NOUN
afs-72267	956	1	=	=	PUNCT
afs-72267	956	2	a	a	DET
afs-72267	956	3	l	l	NOUN
afs-72267	956	4	b|	b|	PROPN
afs-72267	956	5	k	k	PROPN
afs-72267	956	6	bk	bk	INTJ
afs-72267	956	7	i	i	PROPN
afs-72267	956	8	b	b	NOUN
afs-72267	956	9	'	'	PUNCT
afs-72267	956	10	r	r	NOUN
afs-72267	956	11	"	"	PUNCT
afs-72267	956	12	n	n	NOUN
afs-72267	956	13	°	°	NUM
afs-72267	956	14	q	q	X
afs-72267	957	1	=	=	PUNCT
afs-72267	957	2	the	the	DET
afs-72267	957	3	volume	volume	NOUN
afs-72267	957	4	of	of	ADP
afs-72267	957	5	production	production	NOUN
afs-72267	957	6	a	a	PRON
afs-72267	957	7	=	=	NOUN
afs-72267	957	8	a	a	DET
afs-72267	957	9	constant	constant	ADJ
afs-72267	957	10	l	l	NOUN
afs-72267	957	11	=	=	NOUN
afs-72267	957	12	labour	labour	NOUN
afs-72267	957	13	input	input	NOUN
afs-72267	957	14	k	k	NOUN
afs-72267	957	15	=	=	PUNCT
afs-72267	957	16	capital	capital	NOUN
afs-72267	957	17	input	input	NOUN
afs-72267	957	18	1	1	NUM
afs-72267	957	19	=	=	SYM
afs-72267	957	20	external	external	ADJ
afs-72267	957	21	purchased	purchase	VERB
afs-72267	957	22	inputs	input	NOUN
afs-72267	957	23	r	r	NOUN
afs-72267	957	24	=	=	NOUN
afs-72267	957	25	research	research	NOUN
afs-72267	957	26	input	input	NOUN
afs-72267	957	27	n	n	NOUN
afs-72267	957	28	=	=	NOUN
afs-72267	957	29	extension	extension	NOUN
afs-72267	957	30	factor	factor	NOUN
afs-72267	957	31	bj	bj	VERB
afs-72267	957	32	=	=	NOUN
afs-72267	958	1	elasticities	elasticity	NOUN
afs-72267	958	2	of	of	ADP
afs-72267	958	3	the	the	DET
afs-72267	958	4	different	different	ADJ
afs-72267	958	5	inputs	input	NOUN
afs-72267	958	6	a	a	DET
afs-72267	958	7	=	=	X
afs-72267	958	8	elasticity	elasticity	NOUN
afs-72267	958	9	of	of	ADP
afs-72267	958	10	research	research	NOUN
afs-72267	958	11	o	o	NOUN
afs-72267	959	1	=	=	PUNCT
afs-72267	959	2	elasticity	elasticity	NOUN
afs-72267	959	3	of	of	ADP
afs-72267	959	4	extension	extension	NOUN
afs-72267	959	5	this	this	DET
afs-72267	959	6	production	production	NOUN
afs-72267	959	7	function	function	NOUN
afs-72267	959	8	differs	differ	VERB
afs-72267	959	9	from	from	ADP
afs-72267	959	10	the	the	DET
afs-72267	959	11	one	one	NUM
afs-72267	959	12	formulated	formulate	VERB
afs-72267	959	13	by	by	ADP
afs-72267	959	14	ihamuotila	ihamuotila	NOUN
afs-72267	959	15	in	in	ADP
afs-72267	959	16	including	include	VERB
afs-72267	959	17	a	a	DET
afs-72267	959	18	research	research	NOUN
afs-72267	959	19	variable	variable	NOUN
afs-72267	959	20	and	and	CCONJ
afs-72267	959	21	an	an	DET
afs-72267	959	22	extension	extension	NOUN
afs-72267	959	23	variable	variable	NOUN
afs-72267	959	24	.	.	PUNCT
afs-72267	960	1	ihamuotila	ihamuotila	PROPN
afs-72267	960	2	,	,	PUNCT
afs-72267	960	3	on	on	ADP
afs-72267	960	4	the	the	DET
afs-72267	960	5	other	other	ADJ
afs-72267	960	6	hand	hand	NOUN
afs-72267	960	7	,	,	PUNCT
afs-72267	960	8	included	include	VERB
afs-72267	960	9	a	a	DET
afs-72267	960	10	special	special	ADJ
afs-72267	960	11	variable	variable	NOUN
afs-72267	960	12	for	for	ADP
afs-72267	960	13	human	human	ADJ
afs-72267	960	14	knowledge	knowledge	NOUN
afs-72267	960	15	and	and	CCONJ
afs-72267	960	16	skill	skill	NOUN
afs-72267	960	17	,	,	PUNCT
afs-72267	960	18	measured	measure	VERB
afs-72267	960	19	by	by	ADP
afs-72267	960	20	an	an	DET
afs-72267	960	21	index	index	NOUN
afs-72267	960	22	of	of	ADP
afs-72267	960	23	farmers	farmer	NOUN
afs-72267	960	24	’	'	PUNCT
afs-72267	960	25	share	share	NOUN
afs-72267	960	26	of	of	ADP
afs-72267	960	27	total	total	ADJ
afs-72267	960	28	labour	labour	ADJ
afs-72267	960	29	input	input	NOUN
afs-72267	960	30	adjusted	adjust	VERB
afs-72267	960	31	in	in	ADP
afs-72267	960	32	proportion	proportion	NOUN
afs-72267	960	33	to	to	ADP
afs-72267	960	34	an	an	DET
afs-72267	960	35	index	index	NOUN
afs-72267	960	36	of	of	ADP
afs-72267	960	37	trained	train	VERB
afs-72267	960	38	farmers	farmer	NOUN
afs-72267	960	39	.	.	PUNCT
afs-72267	961	1	furthermore	furthermore	ADV
afs-72267	961	2	,	,	PUNCT
afs-72267	961	3	ihamuotila	ihamuotila	NOUN
afs-72267	961	4	also	also	ADV
afs-72267	961	5	had	have	VERB
afs-72267	961	6	a	a	DET
afs-72267	961	7	certain	certain	ADJ
afs-72267	961	8	technological	technological	ADJ
afs-72267	961	9	factor	factor	NOUN
afs-72267	961	10	constructed	construct	VERB
afs-72267	961	11	on	on	ADP
afs-72267	961	12	the	the	DET
afs-72267	961	13	basis	basis	NOUN
afs-72267	961	14	of	of	ADP
afs-72267	961	15	an	an	DET
afs-72267	961	16	index	index	NOUN
afs-72267	961	17	where	where	SCONJ
afs-72267	961	18	the	the	DET
afs-72267	961	19	real	real	ADJ
afs-72267	961	20	capital	capital	NOUN
afs-72267	961	21	stock	stock	NOUN
afs-72267	961	22	was	be	AUX
afs-72267	961	23	divided	divide	VERB
afs-72267	961	24	by	by	ADP
afs-72267	961	25	the	the	DET
afs-72267	961	26	corresponding	corresponding	ADJ
afs-72267	961	27	labour	labour	NOUN
afs-72267	961	28	input	input	NOUN
afs-72267	961	29	(	(	PUNCT
afs-72267	961	30	assuming	assume	VERB
afs-72267	961	31	that	that	SCONJ
afs-72267	961	32	technological	technological	ADJ
afs-72267	961	33	change	change	NOUN
afs-72267	961	34	is	be	AUX
afs-72267	961	35	reflected	reflect	VERB
afs-72267	961	36	by	by	ADP
afs-72267	961	37	the	the	DET
afs-72267	961	38	amount	amount	NOUN
afs-72267	961	39	of	of	ADP
afs-72267	961	40	human	human	ADJ
afs-72267	961	41	labour	labour	NOUN
afs-72267	961	42	saved	save	VERB
afs-72267	961	43	)	)	PUNCT
afs-72267	961	44	.	.	PUNCT
afs-72267	962	1	in	in	ADP
afs-72267	962	2	this	this	DET
afs-72267	962	3	respect	respect	NOUN
afs-72267	962	4	,	,	PUNCT
afs-72267	962	5	the	the	DET
afs-72267	962	6	present	present	ADJ
afs-72267	962	7	study	study	NOUN
afs-72267	962	8	differs	differ	VERB
afs-72267	962	9	by	by	ADP
afs-72267	962	10	measuring	measure	VERB
afs-72267	962	11	technological	technological	ADJ
afs-72267	962	12	change	change	NOUN
afs-72267	962	13	as	as	ADP
afs-72267	962	14	a	a	DET
afs-72267	962	15	result	result	NOUN
afs-72267	962	16	of	of	ADP
afs-72267	962	17	investment	investment	NOUN
afs-72267	962	18	in	in	ADP
afs-72267	962	19	research	research	NOUN
afs-72267	962	20	.	.	PUNCT
afs-72267	963	1	labour	labour	ADJ
afs-72267	963	2	input	input	NOUN
afs-72267	963	3	is	be	AUX
afs-72267	963	4	not	not	PART
afs-72267	963	5	quality	quality	NOUN
afs-72267	963	6	adjusted	adjust	VERB
afs-72267	963	7	(	(	PUNCT
afs-72267	963	8	for	for	ADP
afs-72267	963	9	discussion	discussion	NOUN
afs-72267	963	10	,	,	PUNCT
afs-72267	963	11	see	see	VERB
afs-72267	963	12	section	section	NOUN
afs-72267	963	13	4.4	4.4	NUM
afs-72267	963	14	.	.	PUNCT
afs-72267	963	15	)	)	PUNCT
afs-72267	963	16	.	.	PUNCT
afs-72267	964	1	no	no	DET
afs-72267	964	2	weather	weather	NOUN
afs-72267	964	3	variable	variable	NOUN
afs-72267	964	4	is	be	AUX
afs-72267	964	5	included	include	VERB
afs-72267	964	6	.	.	PUNCT
afs-72267	965	1	in	in	ADP
afs-72267	965	2	comparison	comparison	NOUN
afs-72267	965	3	with	with	ADP
afs-72267	965	4	the	the	DET
afs-72267	965	5	model	model	NOUN
afs-72267	965	6	by	by	ADP
afs-72267	965	7	terleckyj	terleckyj	NOUN
afs-72267	965	8	(	(	PUNCT
afs-72267	965	9	1980	1980	NUM
afs-72267	965	10	)	)	PUNCT
afs-72267	965	11	,	,	PUNCT
afs-72267	965	12	there	there	PRON
afs-72267	965	13	are	be	VERB
afs-72267	965	14	two	two	NUM
afs-72267	965	15	additional	additional	ADJ
afs-72267	965	16	variables	variable	NOUN
afs-72267	965	17	in	in	ADP
afs-72267	965	18	this	this	DET
afs-72267	965	19	specification	specification	NOUN
afs-72267	965	20	;	;	PUNCT
afs-72267	965	21	purchased	purchase	VERB
afs-72267	965	22	inputs	input	NOUN
afs-72267	965	23	and	and	CCONJ
afs-72267	965	24	extension	extension	NOUN
afs-72267	965	25	.	.	PUNCT
afs-72267	966	1	the	the	DET
afs-72267	966	2	effect	effect	NOUN
afs-72267	966	3	of	of	ADP
afs-72267	966	4	an	an	DET
afs-72267	966	5	increase	increase	NOUN
afs-72267	966	6	in	in	ADP
afs-72267	966	7	average	average	ADJ
afs-72267	966	8	farm	farm	NOUN
afs-72267	966	9	size	size	NOUN
afs-72267	966	10	and	and	CCONJ
afs-72267	966	11	its	its	PRON
afs-72267	966	12	contribution	contribution	NOUN
afs-72267	966	13	to	to	ADP
afs-72267	966	14	growth	growth	NOUN
afs-72267	966	15	in	in	ADP
afs-72267	966	16	productivity	productivity	NOUN
afs-72267	966	17	is	be	AUX
afs-72267	966	18	reflected	reflect	VERB
afs-72267	966	19	by	by	ADP
afs-72267	966	20	the	the	DET
afs-72267	966	21	change	change	NOUN
afs-72267	966	22	in	in	ADP
afs-72267	966	23	relation	relation	NOUN
afs-72267	966	24	between	between	ADP
afs-72267	966	25	the	the	DET
afs-72267	966	26	elasticities	elasticity	NOUN
afs-72267	966	27	of	of	ADP
afs-72267	966	28	different	different	ADJ
afs-72267	966	29	inputs	input	NOUN
afs-72267	966	30	fy	fy	PROPN
afs-72267	966	31	.	.	PUNCT
afs-72267	967	1	increasing	increase	VERB
afs-72267	967	2	returns	return	NOUN
afs-72267	967	3	to	to	ADP
afs-72267	967	4	scale	scale	NOUN
afs-72267	967	5	are	be	AUX
afs-72267	967	6	indicated	indicate	VERB
afs-72267	967	7	by	by	ADP
afs-72267	967	8	growth	growth	NOUN
afs-72267	967	9	in	in	ADP
afs-72267	967	10	the	the	DET
afs-72267	967	11	sum	sum	NOUN
afs-72267	967	12	of	of	ADP
afs-72267	967	13	elasticities	elasticity	NOUN
afs-72267	967	14	,	,	PUNCT
afs-72267	967	15	which	which	PRON
afs-72267	967	16	becomes	become	VERB
afs-72267	967	17	larger	large	ADJ
afs-72267	967	18	than	than	ADP
afs-72267	967	19	1	1	NUM
afs-72267	967	20	(	(	PUNCT
afs-72267	967	21	heady	heady	ADJ
afs-72267	967	22	and	and	CCONJ
afs-72267	967	23	dillon	dillon	PROPN
afs-72267	967	24	1961	1961	NUM
afs-72267	967	25	,	,	PUNCT
afs-72267	967	26	p.	p.	NOUN
afs-72267	967	27	589	589	NUM
afs-72267	967	28	)	)	PUNCT
afs-72267	967	29	.	.	PUNCT
afs-72267	968	1	the	the	DET
afs-72267	968	2	variables	variable	NOUN
afs-72267	968	3	of	of	ADP
afs-72267	968	4	capital	capital	NOUN
afs-72267	968	5	,	,	PUNCT
afs-72267	968	6	labour	labour	NOUN
afs-72267	968	7	and	and	CCONJ
afs-72267	968	8	external	external	ADJ
afs-72267	968	9	inputs	input	NOUN
afs-72267	968	10	in	in	ADP
afs-72267	968	11	(	(	PUNCT
afs-72267	968	12	3.9	3.9	NUM
afs-72267	968	13	)	)	PUNCT
afs-72267	968	14	may	may	AUX
afs-72267	968	15	be	be	AUX
afs-72267	968	16	specified	specify	VERB
afs-72267	968	17	on	on	ADP
afs-72267	968	18	two	two	NUM
afs-72267	968	19	different	different	ADJ
afs-72267	968	20	levels	level	NOUN
afs-72267	968	21	,	,	PUNCT
afs-72267	968	22	the	the	DET
afs-72267	968	23	aggregate	aggregate	ADJ
afs-72267	968	24	level	level	NOUN
afs-72267	968	25	and	and	CCONJ
afs-72267	968	26	the	the	DET
afs-72267	968	27	farm	farm	NOUN
afs-72267	968	28	level	level	NOUN
afs-72267	968	29	.	.	PUNCT
afs-72267	969	1	farm	farm	NOUN
afs-72267	969	2	level	level	NOUN
afs-72267	969	3	variables	variable	NOUN
afs-72267	969	4	can	can	AUX
afs-72267	969	5	be	be	AUX
afs-72267	969	6	derived	derive	VERB
afs-72267	969	7	by	by	ADP
afs-72267	969	8	dividing	divide	VERB
afs-72267	969	9	the	the	DET
afs-72267	969	10	aggregate	aggregate	ADJ
afs-72267	969	11	variables	variable	NOUN
afs-72267	969	12	by	by	ADP
afs-72267	969	13	the	the	DET
afs-72267	969	14	number	number	NOUN
afs-72267	969	15	of	of	ADP
afs-72267	969	16	farms	farm	NOUN
afs-72267	969	17	.	.	PUNCT
afs-72267	970	1	research	research	NOUN
afs-72267	970	2	and	and	CCONJ
afs-72267	970	3	extension	extension	NOUN
afs-72267	970	4	are	be	AUX
afs-72267	970	5	measured	measure	VERB
afs-72267	970	6	only	only	ADV
afs-72267	970	7	at	at	ADP
afs-72267	970	8	aggregate	aggregate	ADJ
afs-72267	970	9	level	level	NOUN
afs-72267	970	10	.	.	PUNCT
afs-72267	971	1	this	this	PRON
afs-72267	971	2	is	be	AUX
afs-72267	971	3	due	due	ADJ
afs-72267	971	4	to	to	ADP
afs-72267	971	5	the	the	DET
afs-72267	971	6	way	way	NOUN
afs-72267	971	7	research	research	NOUN
afs-72267	971	8	affects	affect	VERB
afs-72267	971	9	agriculture	agriculture	NOUN
afs-72267	971	10	.	.	PUNCT
afs-72267	972	1	on	on	ADP
afs-72267	972	2	a	a	DET
afs-72267	972	3	single	single	ADJ
afs-72267	972	4	farm	farm	NOUN
afs-72267	972	5	,	,	PUNCT
afs-72267	972	6	it	it	PRON
afs-72267	972	7	is	be	AUX
afs-72267	972	8	difficult	difficult	ADJ
afs-72267	972	9	to	to	PART
afs-72267	972	10	single	single	VERB
afs-72267	972	11	out	out	ADP
afs-72267	972	12	a	a	DET
afs-72267	972	13	special	special	ADJ
afs-72267	972	14	research	research	NOUN
afs-72267	972	15	input	input	NOUN
afs-72267	972	16	in	in	ADP
afs-72267	972	17	the	the	DET
afs-72267	972	18	way	way	NOUN
afs-72267	972	19	it	it	PRON
afs-72267	972	20	is	be	AUX
afs-72267	972	21	possible	possible	ADJ
afs-72267	972	22	to	to	PART
afs-72267	972	23	point	point	VERB
afs-72267	972	24	at	at	ADP
afs-72267	972	25	purchased	purchase	VERB
afs-72267	972	26	inputs	input	NOUN
afs-72267	972	27	,	,	PUNCT
afs-72267	972	28	fields	field	NOUN
afs-72267	972	29	,	,	PUNCT
afs-72267	972	30	machines	machine	NOUN
afs-72267	972	31	or	or	CCONJ
afs-72267	972	32	labour	labour	NOUN
afs-72267	972	33	.	.	PUNCT
afs-72267	973	1	in	in	ADP
afs-72267	973	2	most	most	ADJ
afs-72267	973	3	studies	study	NOUN
afs-72267	973	4	the	the	DET
afs-72267	973	5	expenditures	expenditure	NOUN
afs-72267	973	6	for	for	ADP
afs-72267	973	7	research	research	NOUN
afs-72267	973	8	and	and	CCONJ
afs-72267	973	9	extension	extension	NOUN
afs-72267	973	10	have	have	AUX
afs-72267	973	11	been	be	AUX
afs-72267	973	12	added	add	VERB
afs-72267	973	13	up	up	ADP
afs-72267	973	14	and	and	CCONJ
afs-72267	973	15	expressed	express	VERB
afs-72267	973	16	as	as	ADP
afs-72267	973	17	one	one	NUM
afs-72267	973	18	single	single	ADJ
afs-72267	973	19	variable	variable	NOUN
afs-72267	973	20	.	.	PUNCT
afs-72267	974	1	the	the	DET
afs-72267	974	2	reason	reason	NOUN
afs-72267	974	3	for	for	ADP
afs-72267	974	4	this	this	PRON
afs-72267	974	5	is	be	AUX
afs-72267	974	6	that	that	SCONJ
afs-72267	974	7	research	research	NOUN
afs-72267	974	8	results	result	NOUN
afs-72267	974	9	spread	spread	VERB
afs-72267	974	10	to	to	ADP
afs-72267	974	11	farmers	farmer	NOUN
afs-72267	974	12	primarily	primarily	ADV
afs-72267	974	13	through	through	ADP
afs-72267	974	14	information	information	NOUN
afs-72267	974	15	activities	activity	NOUN
afs-72267	974	16	.	.	PUNCT
afs-72267	975	1	according	accord	VERB
afs-72267	975	2	to	to	ADP
afs-72267	975	3	earlier	early	ADJ
afs-72267	975	4	studies	study	NOUN
afs-72267	975	5	this	this	PRON
afs-72267	975	6	is	be	AUX
afs-72267	975	7	,	,	PUNCT
afs-72267	975	8	strictly	strictly	ADV
afs-72267	975	9	taken	take	VERB
afs-72267	975	10	,	,	PUNCT
afs-72267	975	11	the	the	DET
afs-72267	975	12	correct	correct	ADJ
afs-72267	975	13	procedure	procedure	NOUN
afs-72267	975	14	.	.	PUNCT
afs-72267	976	1	the	the	DET
afs-72267	976	2	practice	practice	NOUN
afs-72267	976	3	has	have	AUX
afs-72267	976	4	probably	probably	ADV
afs-72267	976	5	been	be	AUX
afs-72267	976	6	used	use	VERB
afs-72267	976	7	,	,	PUNCT
afs-72267	976	8	since	since	SCONJ
afs-72267	976	9	in	in	ADP
afs-72267	976	10	many	many	ADJ
afs-72267	976	11	cases	case	NOUN
afs-72267	976	12	the	the	DET
afs-72267	976	13	data	datum	NOUN
afs-72267	976	14	for	for	ADP
afs-72267	976	15	research	research	NOUN
afs-72267	976	16	and	and	CCONJ
afs-72267	976	17	extension	extension	NOUN
afs-72267	976	18	are	be	AUX
afs-72267	976	19	not	not	PART
afs-72267	976	20	separated	separate	VERB
afs-72267	976	21	but	but	CCONJ
afs-72267	976	22	presented	present	VERB
afs-72267	976	23	together	together	ADV
afs-72267	976	24	.	.	PUNCT
afs-72267	977	1	there	there	PRON
afs-72267	977	2	are	be	VERB
afs-72267	977	3	,	,	PUNCT
afs-72267	977	4	however	however	ADV
afs-72267	977	5	,	,	PUNCT
afs-72267	977	6	two	two	NUM
afs-72267	977	7	immediate	immediate	ADJ
afs-72267	977	8	reasons	reason	NOUN
afs-72267	977	9	why	why	SCONJ
afs-72267	977	10	this	this	DET
afs-72267	977	11	course	course	NOUN
afs-72267	977	12	of	of	ADP
afs-72267	977	13	action	action	NOUN
afs-72267	977	14	not	not	PART
afs-72267	977	15	has	have	AUX
afs-72267	977	16	been	be	AUX
afs-72267	977	17	applied	apply	VERB
afs-72267	977	18	here	here	ADV
afs-72267	977	19	.	.	PUNCT
afs-72267	978	1	firstly	firstly	ADV
afs-72267	978	2	,	,	PUNCT
afs-72267	978	3	the	the	DET
afs-72267	978	4	data	datum	NOUN
afs-72267	978	5	available	available	ADJ
afs-72267	978	6	for	for	ADP
afs-72267	978	7	extension	extension	NOUN
afs-72267	978	8	activities	activity	NOUN
afs-72267	978	9	is	be	AUX
afs-72267	978	10	based	base	VERB
afs-72267	978	11	on	on	ADP
afs-72267	978	12	state	state	NOUN
afs-72267	978	13	support	support	NOUN
afs-72267	978	14	for	for	ADP
afs-72267	978	15	extension	extension	NOUN
afs-72267	978	16	which	which	PRON
afs-72267	978	17	actually	actually	ADV
afs-72267	978	18	was	be	AUX
afs-72267	978	19	bigger	big	ADJ
afs-72267	978	20	than	than	ADP
afs-72267	978	21	research	research	NOUN
afs-72267	978	22	expenditures	expenditure	NOUN
afs-72267	978	23	in	in	ADP
afs-72267	978	24	the	the	DET
afs-72267	978	25	first	first	ADJ
afs-72267	978	26	half	half	NOUN
afs-72267	978	27	of	of	ADP
afs-72267	978	28	the	the	DET
afs-72267	978	29	19505	19505	NUM
afs-72267	978	30	.	.	PUNCT
afs-72267	979	1	since	since	SCONJ
afs-72267	979	2	the	the	DET
afs-72267	979	3	purpose	purpose	NOUN
afs-72267	979	4	of	of	ADP
afs-72267	979	5	this	this	DET
afs-72267	979	6	study	study	NOUN
afs-72267	979	7	is	be	AUX
afs-72267	979	8	to	to	PART
afs-72267	979	9	estimate	estimate	VERB
afs-72267	979	10	the	the	DET
afs-72267	979	11	returns	return	NOUN
afs-72267	979	12	primarily	primarily	ADV
afs-72267	979	13	to	to	ADP
afs-72267	979	14	research	research	VERB
afs-72267	979	15	,	,	PUNCT
afs-72267	979	16	not	not	PART
afs-72267	979	17	extension	extension	NOUN
afs-72267	979	18	,	,	PUNCT
afs-72267	979	19	the	the	DET
afs-72267	979	20	use	use	NOUN
afs-72267	979	21	of	of	ADP
afs-72267	979	22	a	a	DET
afs-72267	979	23	single	single	ADJ
afs-72267	979	24	variable	variable	NOUN
afs-72267	979	25	can	can	AUX
afs-72267	979	26	not	not	PART
afs-72267	979	27	be	be	AUX
afs-72267	979	28	considered	consider	VERB
afs-72267	979	29	appropriate	appropriate	ADJ
afs-72267	979	30	here	here	ADV
afs-72267	979	31	.	.	PUNCT
afs-72267	980	1	secondly	secondly	ADV
afs-72267	980	2	,	,	PUNCT
afs-72267	980	3	the	the	DET
afs-72267	980	4	data	datum	NOUN
afs-72267	980	5	on	on	ADP
afs-72267	980	6	extension	extension	NOUN
afs-72267	980	7	is	be	AUX
afs-72267	980	8	deficient	deficient	ADJ
afs-72267	980	9	,	,	PUNCT
afs-72267	980	10	since	since	SCONJ
afs-72267	980	11	linear	linear	ADJ
afs-72267	980	12	extrapolation	extrapolation	NOUN
afs-72267	980	13	was	be	AUX
afs-72267	980	14	used	use	VERB
afs-72267	980	15	to	to	PART
afs-72267	980	16	derive	derive	VERB
afs-72267	980	17	the	the	DET
afs-72267	980	18	figures	figure	NOUN
afs-72267	980	19	between	between	ADP
afs-72267	980	20	1951—55	1951—55	NUM
afs-72267	980	21	,	,	PUNCT
afs-72267	980	22	1955—60	1955—60	NUM
afs-72267	980	23	,	,	PUNCT
afs-72267	980	24	1960—1965	1960—1965	NUM
afs-72267	980	25	and	and	CCONJ
afs-72267	980	26	1965—1970	1965—1970	NUM
afs-72267	980	27	.	.	PUNCT
afs-72267	981	1	the	the	DET
afs-72267	981	2	figures	figure	NOUN
afs-72267	981	3	on	on	ADP
afs-72267	981	4	research	research	NOUN
afs-72267	981	5	expenditures	expenditure	NOUN
afs-72267	981	6	,	,	PUNCT
afs-72267	981	7	however	however	ADV
afs-72267	981	8	,	,	PUNCT
afs-72267	981	9	can	can	AUX
afs-72267	981	10	be	be	AUX
afs-72267	981	11	characterized	characterize	VERB
afs-72267	981	12	as	as	ADP
afs-72267	981	13	fairly	fairly	ADV
afs-72267	981	14	reliable	reliable	ADJ
afs-72267	981	15	.	.	PUNCT
afs-72267	982	1	289	289	NUM
afs-72267	982	2	290	290	NUM
afs-72267	982	3	since	since	SCONJ
afs-72267	982	4	state	state	NOUN
afs-72267	982	5	support	support	NOUN
afs-72267	982	6	for	for	ADP
afs-72267	982	7	extension	extension	NOUN
afs-72267	982	8	will	will	AUX
afs-72267	982	9	be	be	AUX
afs-72267	982	10	taken	take	VERB
afs-72267	982	11	into	into	ADP
afs-72267	982	12	account	account	NOUN
afs-72267	982	13	as	as	ADP
afs-72267	982	14	costs	cost	NOUN
afs-72267	982	15	in	in	ADP
afs-72267	982	16	the	the	DET
afs-72267	982	17	final	final	ADJ
afs-72267	982	18	calculation	calculation	NOUN
afs-72267	982	19	of	of	ADP
afs-72267	982	20	the	the	DET
afs-72267	982	21	value	value	NOUN
afs-72267	982	22	marginal	marginal	ADJ
afs-72267	982	23	product	product	NOUN
afs-72267	982	24	(	(	PUNCT
afs-72267	982	25	section	section	NOUN
afs-72267	982	26	6.4	6.4	NUM
afs-72267	982	27	.	.	PUNCT
afs-72267	982	28	)	)	PUNCT
afs-72267	982	29	,	,	PUNCT
afs-72267	982	30	the	the	DET
afs-72267	982	31	returns	return	NOUN
afs-72267	982	32	will	will	AUX
afs-72267	982	33	not	not	PART
afs-72267	982	34	be	be	AUX
afs-72267	982	35	biased	bias	VERB
afs-72267	982	36	in	in	ADP
afs-72267	982	37	a	a	DET
afs-72267	982	38	positive	positive	ADJ
afs-72267	982	39	direction	direction	NOUN
afs-72267	982	40	.	.	PUNCT
afs-72267	983	1	in	in	ADP
afs-72267	983	2	fact	fact	NOUN
afs-72267	983	3	,	,	PUNCT
afs-72267	983	4	one	one	PRON
afs-72267	983	5	could	could	AUX
afs-72267	983	6	argue	argue	VERB
afs-72267	983	7	that	that	SCONJ
afs-72267	983	8	the	the	DET
afs-72267	983	9	omission	omission	NOUN
afs-72267	983	10	of	of	ADP
afs-72267	983	11	extension	extension	NOUN
afs-72267	983	12	expenditures	expenditure	NOUN
afs-72267	983	13	when	when	SCONJ
afs-72267	983	14	calculating	calculate	VERB
afs-72267	983	15	the	the	DET
afs-72267	983	16	elasticity	elasticity	NOUN
afs-72267	983	17	of	of	ADP
afs-72267	983	18	research	research	NOUN
afs-72267	983	19	probably	probably	ADV
afs-72267	983	20	leads	lead	VERB
afs-72267	983	21	to	to	ADP
afs-72267	983	22	a	a	DET
afs-72267	983	23	more	more	ADV
afs-72267	983	24	realistic	realistic	ADJ
afs-72267	983	25	elasticity	elasticity	NOUN
afs-72267	983	26	.	.	PUNCT
afs-72267	984	1	extension	extension	NOUN
afs-72267	984	2	merely	merely	ADV
afs-72267	984	3	represents	represent	VERB
afs-72267	984	4	a	a	DET
afs-72267	984	5	complementary	complementary	ADJ
afs-72267	984	6	input	input	NOUN
afs-72267	984	7	for	for	ADP
afs-72267	984	8	spreading	spread	VERB
afs-72267	984	9	research	research	NOUN
afs-72267	984	10	results	result	NOUN
afs-72267	984	11	,	,	PUNCT
afs-72267	984	12	not	not	PART
afs-72267	984	13	a	a	DET
afs-72267	984	14	measure	measure	NOUN
afs-72267	984	15	of	of	ADP
afs-72267	984	16	research	research	NOUN
afs-72267	984	17	input	input	NOUN
afs-72267	984	18	.	.	PUNCT
afs-72267	985	1	it	it	PRON
afs-72267	985	2	should	should	AUX
afs-72267	985	3	certainly	certainly	ADV
afs-72267	985	4	be	be	AUX
afs-72267	985	5	credited	credit	VERB
afs-72267	985	6	on	on	ADP
afs-72267	985	7	the	the	DET
afs-72267	985	8	cost	cost	NOUN
afs-72267	985	9	side	side	NOUN
afs-72267	985	10	in	in	ADP
afs-72267	985	11	the	the	DET
afs-72267	985	12	final	final	ADJ
afs-72267	985	13	calculation	calculation	NOUN
afs-72267	985	14	.	.	PUNCT
afs-72267	986	1	but	but	CCONJ
afs-72267	986	2	the	the	DET
afs-72267	986	3	effect	effect	NOUN
afs-72267	986	4	of	of	ADP
afs-72267	986	5	extension	extension	NOUN
afs-72267	986	6	on	on	ADP
afs-72267	986	7	increasing	increase	VERB
afs-72267	986	8	the	the	DET
afs-72267	986	9	stock	stock	NOUN
afs-72267	986	10	of	of	ADP
afs-72267	986	11	knowledge	knowledge	NOUN
afs-72267	986	12	or	or	CCONJ
afs-72267	986	13	improving	improve	VERB
afs-72267	986	14	the	the	DET
afs-72267	986	15	quality	quality	NOUN
afs-72267	986	16	of	of	ADP
afs-72267	986	17	inputs	input	NOUN
afs-72267	986	18	is	be	AUX
afs-72267	986	19	minor	minor	ADJ
afs-72267	986	20	.	.	PUNCT
afs-72267	987	1	one	one	PRON
afs-72267	987	2	can	can	AUX
afs-72267	987	3	ask	ask	VERB
afs-72267	987	4	whether	whether	SCONJ
afs-72267	987	5	studies	study	NOUN
afs-72267	987	6	not	not	PART
afs-72267	987	7	distinguishing	distinguish	VERB
afs-72267	987	8	between	between	ADP
afs-72267	987	9	research	research	NOUN
afs-72267	987	10	and	and	CCONJ
afs-72267	987	11	extension	extension	NOUN
afs-72267	987	12	in	in	ADP
afs-72267	987	13	elasticity	elasticity	NOUN
afs-72267	987	14	calculation	calculation	NOUN
afs-72267	987	15	really	really	ADV
afs-72267	987	16	are	be	AUX
afs-72267	987	17	as	as	ADV
afs-72267	987	18	valid	valid	ADJ
afs-72267	987	19	as	as	SCONJ
afs-72267	987	20	if	if	SCONJ
afs-72267	987	21	a	a	DET
afs-72267	987	22	distinctionhad	distinctionhad	NOUN
afs-72267	987	23	been	be	AUX
afs-72267	987	24	made	make	VERB
afs-72267	987	25	?	?	PUNCT
afs-72267	988	1	a	a	DET
afs-72267	988	2	separate	separate	ADJ
afs-72267	988	3	parameter	parameter	NOUN
afs-72267	988	4	for	for	ADP
afs-72267	988	5	extension	extension	NOUN
afs-72267	988	6	to	to	PART
afs-72267	988	7	use	use	VERB
afs-72267	988	8	for	for	ADP
afs-72267	988	9	sensitivity	sensitivity	NOUN
afs-72267	988	10	analysis	analysis	NOUN
afs-72267	988	11	is	be	AUX
afs-72267	988	12	still	still	ADV
afs-72267	988	13	incorporated	incorporate	VERB
afs-72267	988	14	in	in	ADP
afs-72267	988	15	the	the	DET
afs-72267	988	16	models	model	NOUN
afs-72267	988	17	.	.	PUNCT
afs-72267	989	1	after	after	ADP
afs-72267	989	2	consideration	consideration	NOUN
afs-72267	989	3	,	,	PUNCT
afs-72267	989	4	a	a	DET
afs-72267	989	5	trend	trend	NOUN
afs-72267	989	6	factor	factor	NOUN
afs-72267	989	7	was	be	AUX
afs-72267	989	8	not	not	PART
afs-72267	989	9	included	include	VERB
afs-72267	989	10	in	in	ADP
afs-72267	989	11	the	the	DET
afs-72267	989	12	model	model	NOUN
afs-72267	989	13	.	.	PUNCT
afs-72267	990	1	the	the	DET
afs-72267	990	2	trend	trend	NOUN
afs-72267	990	3	is	be	AUX
afs-72267	990	4	assumed	assume	VERB
afs-72267	990	5	to	to	PART
afs-72267	990	6	pick	pick	VERB
afs-72267	990	7	up	up	ADP
afs-72267	990	8	some	some	PRON
afs-72267	990	9	of	of	ADP
afs-72267	990	10	thepotentially	thepotentially	ADV
afs-72267	990	11	omitted	omit	VERB
afs-72267	990	12	variables	variable	NOUN
afs-72267	990	13	.	.	PUNCT
afs-72267	991	1	the	the	DET
afs-72267	991	2	trend	trend	NOUN
afs-72267	991	3	could	could	AUX
afs-72267	991	4	be	be	AUX
afs-72267	991	5	assumed	assume	VERB
afs-72267	991	6	to	to	PART
afs-72267	991	7	include	include	VERB
afs-72267	991	8	a	a	DET
afs-72267	991	9	number	number	NOUN
afs-72267	991	10	of	of	ADP
afs-72267	991	11	factors	factor	NOUN
afs-72267	991	12	rather	rather	ADV
afs-72267	991	13	difficult	difficult	ADJ
afs-72267	991	14	to	to	PART
afs-72267	991	15	measure	measure	VERB
afs-72267	991	16	.	.	PUNCT
afs-72267	992	1	these	these	PRON
afs-72267	992	2	could	could	AUX
afs-72267	992	3	comprise	comprise	VERB
afs-72267	992	4	changes	change	NOUN
afs-72267	992	5	in	in	ADP
afs-72267	992	6	the	the	DET
afs-72267	992	7	pattern	pattern	NOUN
afs-72267	992	8	of	of	ADP
afs-72267	992	9	valuesand	valuesand	NOUN
afs-72267	992	10	attitudes	attitude	NOUN
afs-72267	992	11	which	which	PRON
afs-72267	992	12	,	,	PUNCT
afs-72267	992	13	in	in	ADP
afs-72267	992	14	the	the	DET
afs-72267	992	15	long	long	ADJ
afs-72267	992	16	run	run	NOUN
afs-72267	992	17	,	,	PUNCT
afs-72267	992	18	may	may	AUX
afs-72267	992	19	considerably	considerably	ADV
afs-72267	992	20	affect	affect	VERB
afs-72267	992	21	agriculture	agriculture	NOUN
afs-72267	992	22	;	;	PUNCT
afs-72267	992	23	the	the	DET
afs-72267	992	24	effects	effect	NOUN
afs-72267	992	25	of	of	ADP
afs-72267	992	26	agricultural	agricultural	ADJ
afs-72267	992	27	policy	policy	NOUN
afs-72267	992	28	;	;	PUNCT
afs-72267	992	29	development	development	NOUN
afs-72267	992	30	in	in	ADP
afs-72267	992	31	other	other	ADJ
afs-72267	992	32	sectors	sector	NOUN
afs-72267	992	33	;	;	PUNCT
afs-72267	992	34	infrastructural	infrastructural	ADJ
afs-72267	992	35	improvements	improvement	NOUN
afs-72267	992	36	;	;	PUNCT
afs-72267	992	37	and	and	CCONJ
afs-72267	992	38	other	other	ADJ
afs-72267	992	39	factors	factor	NOUN
afs-72267	992	40	with	with	ADP
afs-72267	992	41	effects	effect	NOUN
afs-72267	992	42	on	on	ADP
afs-72267	992	43	a	a	DET
afs-72267	992	44	higher	higher	ADV
afs-72267	992	45	hierarchical	hierarchical	ADJ
afs-72267	992	46	level	level	NOUN
afs-72267	992	47	.	.	PUNCT
afs-72267	993	1	the	the	DET
afs-72267	993	2	problem	problem	NOUN
afs-72267	993	3	is	be	AUX
afs-72267	993	4	that	that	SCONJ
afs-72267	993	5	it	it	PRON
afs-72267	993	6	uncertain	uncertain	ADJ
afs-72267	993	7	what	what	PRON
afs-72267	993	8	a	a	DET
afs-72267	993	9	trendfactor	trendfactor	NOUN
afs-72267	993	10	(	(	PUNCT
afs-72267	993	11	a	a	DET
afs-72267	993	12	linearly	linearly	ADV
afs-72267	993	13	growing	grow	VERB
afs-72267	993	14	series	series	NOUN
afs-72267	993	15	)	)	PUNCT
afs-72267	993	16	actually	actually	ADV
afs-72267	993	17	measures	measure	NOUN
afs-72267	993	18	.	.	PUNCT
afs-72267	994	1	preliminary	preliminary	ADJ
afs-72267	994	2	results	result	NOUN
afs-72267	994	3	showed	show	VERB
afs-72267	994	4	that	that	SCONJ
afs-72267	994	5	a	a	DET
afs-72267	994	6	trend	trend	NOUN
afs-72267	994	7	component	component	NOUN
afs-72267	994	8	did	do	AUX
afs-72267	994	9	not	not	PART
afs-72267	994	10	improve	improve	VERB
afs-72267	994	11	the	the	DET
afs-72267	994	12	model	model	NOUN
afs-72267	994	13	in	in	ADP
afs-72267	994	14	any	any	DET
afs-72267	994	15	way	way	NOUN
afs-72267	994	16	.	.	PUNCT
afs-72267	995	1	there	there	PRON
afs-72267	995	2	is	be	VERB
afs-72267	995	3	good	good	ADJ
afs-72267	995	4	reason	reason	NOUN
afs-72267	995	5	to	to	PART
afs-72267	995	6	believe	believe	VERB
afs-72267	995	7	that	that	SCONJ
afs-72267	995	8	the	the	DET
afs-72267	995	9	trend	trend	NOUN
afs-72267	995	10	factor	factor	NOUN
afs-72267	995	11	does	do	AUX
afs-72267	995	12	not	not	PART
afs-72267	995	13	add	add	VERB
afs-72267	995	14	any	any	DET
afs-72267	995	15	significant	significant	ADJ
afs-72267	995	16	explanatory	explanatory	ADJ
afs-72267	995	17	power	power	NOUN
afs-72267	995	18	to	to	ADP
afs-72267	995	19	the	the	DET
afs-72267	995	20	model	model	NOUN
afs-72267	995	21	.	.	PUNCT
afs-72267	996	1	in	in	ADP
afs-72267	996	2	the	the	DET
afs-72267	996	3	alternative	alternative	ADJ
afs-72267	996	4	formulation	formulation	NOUN
afs-72267	996	5	in	in	ADP
afs-72267	996	6	section	section	NOUN
afs-72267	996	7	3.3.3	3.3.3	NUM
afs-72267	996	8	.	.	PUNCT
afs-72267	997	1	a	a	DET
afs-72267	997	2	factor	factor	NOUN
afs-72267	997	3	representing	represent	VERB
afs-72267	997	4	the	the	DET
afs-72267	997	5	disembodied	disembodied	ADJ
afs-72267	997	6	technological	technological	ADJ
afs-72267	997	7	change	change	NOUN
afs-72267	997	8	,	,	PUNCT
afs-72267	997	9	i.e.	i.e.	X
afs-72267	997	10	a	a	DET
afs-72267	997	11	trend	trend	NOUN
afs-72267	997	12	,	,	PUNCT
afs-72267	997	13	is	be	AUX
afs-72267	997	14	incorporated	incorporate	VERB
afs-72267	997	15	.	.	PUNCT
afs-72267	998	1	the	the	DET
afs-72267	998	2	form	form	NOUN
afs-72267	998	3	of	of	ADP
afs-72267	998	4	the	the	DET
afs-72267	998	5	theoretically	theoretically	ADV
afs-72267	998	6	somewhat	somewhat	ADV
afs-72267	998	7	illogical	illogical	ADJ
afs-72267	998	8	linear	linear	ADJ
afs-72267	998	9	production	production	NOUN
afs-72267	998	10	function	function	NOUN
afs-72267	998	11	is	be	AUX
afs-72267	998	12	(	(	PUNCT
afs-72267	998	13	3.10	3.10	NUM
afs-72267	998	14	.	.	PUNCT
afs-72267	998	15	)	)	PUNCT
afs-72267	999	1	q=	q=	ADV
afs-72267	999	2	a	a	DET
afs-72267	999	3	+	+	NOUN
afs-72267	999	4	b	b	NOUN
afs-72267	999	5	,	,	PUNCT
afs-72267	999	6	l	l	PROPN
afs-72267	999	7	+	+	CCONJ
afs-72267	999	8	bk	bk	PRON
afs-72267	999	9	k	k	NOUN
afs-72267	1000	1	+	+	PROPN
afs-72267	1000	2	b	b	X
afs-72267	1000	3	,	,	PUNCT
afs-72267	1000	4	i	i	PROPN
afs-72267	1000	5	+	+	CCONJ
afs-72267	1000	6	brr	brr	PROPN
afs-72267	1000	7	+	+	CCONJ
afs-72267	1000	8	b	b	PROPN
afs-72267	1000	9	n	n	CCONJ
afs-72267	1000	10	n	n	ADV
afs-72267	1000	11	where	where	SCONJ
afs-72267	1000	12	bj	bj	VERB
afs-72267	1000	13	=	=	PUNCT
afs-72267	1000	14	the	the	DET
afs-72267	1000	15	marginal	marginal	ADJ
afs-72267	1000	16	product	product	NOUN
afs-72267	1000	17	of	of	ADP
afs-72267	1000	18	the	the	DET
afs-72267	1000	19	input	input	NOUN
afs-72267	1000	20	in	in	ADP
afs-72267	1000	21	the	the	DET
afs-72267	1000	22	estimation	estimation	NOUN
afs-72267	1000	23	of	of	ADP
afs-72267	1000	24	the	the	DET
afs-72267	1000	25	cobb	cobb	PROPN
afs-72267	1000	26	-	-	PUNCT
afs-72267	1000	27	douglas	douglas	PROPN
afs-72267	1000	28	function	function	PROPN
afs-72267	1000	29	,	,	PUNCT
afs-72267	1000	30	the	the	DET
afs-72267	1000	31	ordinary	ordinary	ADJ
afs-72267	1000	32	least	least	ADJ
afs-72267	1000	33	squares	square	NOUN
afs-72267	1000	34	criterion	criterion	NOUN
afs-72267	1000	35	is	be	AUX
afs-72267	1000	36	used	use	VERB
afs-72267	1000	37	.	.	PUNCT
afs-72267	1001	1	in	in	ADP
afs-72267	1001	2	addition	addition	NOUN
afs-72267	1001	3	,	,	PUNCT
afs-72267	1001	4	ridge	ridge	NOUN
afs-72267	1001	5	regressions	regression	NOUN
afs-72267	1001	6	and	and	CCONJ
afs-72267	1001	7	autoregressive	autoregressive	ADJ
afs-72267	1001	8	models	model	NOUN
afs-72267	1001	9	are	be	AUX
afs-72267	1001	10	applied	apply	VERB
afs-72267	1001	11	.	.	PUNCT
afs-72267	1002	1	the	the	DET
afs-72267	1002	2	estimates	estimate	NOUN
afs-72267	1002	3	of	of	ADP
afs-72267	1002	4	the	the	DET
afs-72267	1002	5	different	different	ADJ
afs-72267	1002	6	parameters	parameter	NOUN
afs-72267	1002	7	are	be	AUX
afs-72267	1002	8	derived	derive	VERB
afs-72267	1002	9	from	from	ADP
afs-72267	1002	10	index	index	NOUN
afs-72267	1002	11	series	series	NOUN
afs-72267	1002	12	of	of	ADP
afs-72267	1002	13	the	the	DET
afs-72267	1002	14	different	different	ADJ
afs-72267	1002	15	variables	variable	NOUN
afs-72267	1002	16	.	.	PUNCT
afs-72267	1003	1	when	when	SCONJ
afs-72267	1003	2	we	we	PRON
afs-72267	1003	3	take	take	VERB
afs-72267	1003	4	the	the	DET
afs-72267	1003	5	logarithms	logarithm	NOUN
afs-72267	1003	6	of	of	ADP
afs-72267	1003	7	(	(	PUNCT
afs-72267	1003	8	3.9	3.9	NUM
afs-72267	1003	9	)	)	PUNCT
afs-72267	1003	10	,	,	PUNCT
afs-72267	1003	11	we	we	PRON
afs-72267	1003	12	obtain	obtain	VERB
afs-72267	1003	13	:	:	PUNCT
afs-72267	1003	14	(	(	PUNCT
afs-72267	1003	15	3.11	3.11	NUM
afs-72267	1003	16	)	)	PUNCT
afs-72267	1003	17	ln(q	ln(q	ADP
afs-72267	1003	18	)	)	PUNCT
afs-72267	1003	19	=	=	PUNCT
afs-72267	1003	20	ln(a	ln(a	X
afs-72267	1003	21	)	)	PUNCT
afs-72267	1004	1	+	+	SYM
afs-72267	1004	2	b	b	NOUN
afs-72267	1004	3	,	,	PUNCT
afs-72267	1004	4	ln(l	ln(l	NUM
afs-72267	1004	5	)	)	PUNCT
afs-72267	1005	1	+	+	NUM
afs-72267	1005	2	bkln(k	bkln(k	NUM
afs-72267	1005	3	)	)	PUNCT
afs-72267	1006	1	+	+	NUM
afs-72267	1007	1	b	b	X
afs-72267	1007	2	i	i	PRON
afs-72267	1007	3	ln(i	ln(i	PUNCT
afs-72267	1007	4	)	)	PUNCT
afs-72267	1008	1	+	+	NUM
afs-72267	1008	2	brln(r	brln(r	NOUN
afs-72267	1008	3	)	)	PUNCT
afs-72267	1009	1	+	+	NUM
afs-72267	1009	2	b„ln(n	b„ln(n	NOUN
afs-72267	1009	3	)	)	PUNCT
afs-72267	1009	4	here	here	ADV
afs-72267	1009	5	the	the	DET
afs-72267	1009	6	elasticities	elasticity	NOUN
afs-72267	1009	7	br	br	NOUN
afs-72267	1009	8	and	and	CCONJ
afs-72267	1009	9	b	b	PROPN
afs-72267	1009	10	n	n	PROPN
afs-72267	1009	11	indicate	indicate	VERB
afs-72267	1009	12	the	the	DET
afs-72267	1009	13	share	share	NOUN
afs-72267	1009	14	of	of	ADP
afs-72267	1009	15	growth	growth	NOUN
afs-72267	1009	16	in	in	ADP
afs-72267	1009	17	production	production	NOUN
afs-72267	1009	18	due	due	ADP
afs-72267	1009	19	to	to	ADP
afs-72267	1009	20	research	research	NOUN
afs-72267	1009	21	and	and	CCONJ
afs-72267	1009	22	extension	extension	NOUN
afs-72267	1009	23	respectively	respectively	ADV
afs-72267	1009	24	.	.	PUNCT
afs-72267	1010	1	3.3.2	3.3.2	X
afs-72267	1010	2	.	.	PUNCT
afs-72267	1010	3	research	research	NOUN
afs-72267	1010	4	stock	stock	NOUN
afs-72267	1010	5	there	there	PRON
afs-72267	1010	6	are	be	VERB
afs-72267	1010	7	two	two	NUM
afs-72267	1010	8	different	different	ADJ
afs-72267	1010	9	possibilities	possibility	NOUN
afs-72267	1010	10	for	for	ADP
afs-72267	1010	11	measuring	measure	VERB
afs-72267	1010	12	the	the	DET
afs-72267	1010	13	research	research	NOUN
afs-72267	1010	14	input	input	NOUN
afs-72267	1010	15	;	;	PUNCT
afs-72267	1010	16	as	as	ADP
afs-72267	1010	17	either	either	CCONJ
afs-72267	1010	18	a	a	DET
afs-72267	1010	19	flow	flow	NOUN
afs-72267	1010	20	or	or	CCONJ
afs-72267	1010	21	a	a	DET
afs-72267	1010	22	stock	stock	NOUN
afs-72267	1010	23	.	.	PUNCT
afs-72267	1011	1	the	the	DET
afs-72267	1011	2	flow	flow	NOUN
afs-72267	1011	3	concept	concept	NOUN
afs-72267	1011	4	has	have	AUX
afs-72267	1011	5	been	be	AUX
afs-72267	1011	6	used	use	VERB
afs-72267	1011	7	in	in	ADP
afs-72267	1011	8	the	the	DET
afs-72267	1011	9	absolute	absolute	ADJ
afs-72267	1011	10	majority	majority	NOUN
afs-72267	1011	11	of	of	ADP
afs-72267	1011	12	studies	study	NOUN
afs-72267	1011	13	on	on	ADP
afs-72267	1011	14	the	the	DET
afs-72267	1011	15	economic	economic	ADJ
afs-72267	1011	16	returns	return	NOUN
afs-72267	1011	17	to	to	ADP
afs-72267	1011	18	research	research	NOUN
afs-72267	1011	19	.	.	PUNCT
afs-72267	1012	1	a	a	DET
afs-72267	1012	2	different	different	ADJ
afs-72267	1012	3	possibility	possibility	NOUN
afs-72267	1012	4	is	be	AUX
afs-72267	1012	5	,	,	PUNCT
afs-72267	1012	6	however	however	ADV
afs-72267	1012	7	,	,	PUNCT
afs-72267	1012	8	offered	offer	VERB
afs-72267	1012	9	by	by	ADP
afs-72267	1012	10	formulating	formulate	VERB
afs-72267	1012	11	a	a	DET
afs-72267	1012	12	stock	stock	NOUN
afs-72267	1012	13	of	of	ADP
afs-72267	1012	14	research	research	NOUN
afs-72267	1012	15	capital	capital	NOUN
afs-72267	1012	16	.	.	PUNCT
afs-72267	1013	1	in	in	ADP
afs-72267	1013	2	the	the	DET
afs-72267	1013	3	following	following	NOUN
afs-72267	1013	4	,	,	PUNCT
afs-72267	1013	5	a	a	DET
afs-72267	1013	6	research	research	NOUN
afs-72267	1013	7	capital	capital	NOUN
afs-72267	1013	8	r	r	PROPN
afs-72267	1013	9	k	k	PROPN
afs-72267	1013	10	is	be	AUX
afs-72267	1013	11	formulated	formulate	VERB
afs-72267	1013	12	,	,	PUNCT
afs-72267	1013	13	on	on	ADP
afs-72267	1013	14	the	the	DET
afs-72267	1013	15	basis	basis	NOUN
afs-72267	1013	16	of	of	ADP
afs-72267	1013	17	a	a	DET
afs-72267	1013	18	specification	specification	NOUN
afs-72267	1013	19	of	of	ADP
afs-72267	1013	20	peterson	peterson	NOUN
afs-72267	1013	21	(	(	PUNCT
afs-72267	1013	22	1985	1985	NUM
afs-72267	1013	23	)	)	PUNCT
afs-72267	1013	24	for	for	ADP
afs-72267	1013	25	three	three	NUM
afs-72267	1013	26	different	different	ADJ
afs-72267	1013	27	cases	case	NOUN
afs-72267	1013	28	:	:	PUNCT
afs-72267	1013	29	a	a	X
afs-72267	1013	30	)	)	PUNCT
afs-72267	1013	31	the	the	DET
afs-72267	1013	32	research	research	NOUN
afs-72267	1013	33	capital	capital	NOUN
afs-72267	1013	34	is	be	AUX
afs-72267	1013	35	assumed	assume	VERB
afs-72267	1013	36	to	to	PART
afs-72267	1013	37	be	be	AUX
afs-72267	1013	38	equal	equal	ADJ
afs-72267	1013	39	to	to	ADP
afs-72267	1013	40	the	the	DET
afs-72267	1013	41	sum	sum	NOUN
afs-72267	1013	42	of	of	ADP
afs-72267	1013	43	of	of	ADP
afs-72267	1013	44	all	all	DET
afs-72267	1013	45	previous	previous	ADJ
afs-72267	1013	46	funds	fund	NOUN
afs-72267	1013	47	for	for	ADP
afs-72267	1013	48	agricultural	agricultural	ADJ
afs-72267	1013	49	research	research	NOUN
afs-72267	1013	50	since	since	SCONJ
afs-72267	1013	51	1920	1920	NUM
afs-72267	1013	52	,	,	PUNCT
afs-72267	1013	53	i.e.	i.e.	X
afs-72267	1013	54	is	be	AUX
afs-72267	1013	55	accumulating	accumulate	VERB
afs-72267	1013	56	to	to	ADP
afs-72267	1013	57	100	100	NUM
afs-72267	1013	58	%	%	NOUN
afs-72267	1013	59	(	(	PUNCT
afs-72267	1013	60	d	d	NOUN
afs-72267	1013	61	,	,	PUNCT
afs-72267	1013	62	=	=	NOUN
afs-72267	1013	63	0	0	NUM
afs-72267	1013	64	)	)	PUNCT
afs-72267	1013	65	.	.	PUNCT
afs-72267	1014	1	funds	fund	NOUN
afs-72267	1014	2	allocated	allocate	VERB
afs-72267	1014	3	to	to	ADP
afs-72267	1014	4	research	research	NOUN
afs-72267	1014	5	before	before	ADP
afs-72267	1014	6	1920	1920	NUM
afs-72267	1014	7	are	be	AUX
afs-72267	1014	8	assumed	assume	VERB
afs-72267	1014	9	not	not	PART
afs-72267	1014	10	to	to	PART
afs-72267	1014	11	have	have	AUX
afs-72267	1014	12	had	have	VERB
afs-72267	1014	13	any	any	DET
afs-72267	1014	14	effect	effect	NOUN
afs-72267	1014	15	on	on	ADP
afs-72267	1014	16	production	production	NOUN
afs-72267	1014	17	.	.	PUNCT
afs-72267	1015	1	(	(	PUNCT
afs-72267	1015	2	3.12	3.12	NUM
afs-72267	1015	3	)	)	PUNCT
afs-72267	1015	4	r	r	NOUN
afs-72267	1015	5	k	k	NOUN
afs-72267	1015	6	=	=	PUNCT
afs-72267	1015	7	l	l	NOUN
afs-72267	1015	8	(	(	PUNCT
afs-72267	1015	9	k	k	X
afs-72267	1015	10	,	,	PUNCT
afs-72267	1015	11	d	d	NOUN
afs-72267	1015	12	,	,	PUNCT
afs-72267	1015	13	k	k	NOUN
afs-72267	1015	14	,	,	PUNCT
afs-72267	1015	15	)	)	PUNCT
afs-72267	1015	16	,	,	PUNCT
afs-72267	1015	17	where	where	SCONJ
afs-72267	1015	18	d	d	NOUN
afs-72267	1015	19	,	,	PUNCT
afs-72267	1015	20	=	=	NOUN
afs-72267	1015	21	o	o	NOUN
afs-72267	1015	22	r	r	NOUN
afs-72267	1015	23	k	k	NOUN
afs-72267	1015	24	=	=	PUNCT
afs-72267	1015	25	research	research	NOUN
afs-72267	1015	26	capital	capital	NOUN
afs-72267	1015	27	k	k	PROPN
afs-72267	1015	28	,	,	PUNCT
afs-72267	1015	29	=	=	SYM
afs-72267	1015	30	accumulated	accumulate	VERB
afs-72267	1015	31	funds	fund	NOUN
afs-72267	1015	32	d	d	NOUN
afs-72267	1015	33	,	,	PUNCT
afs-72267	1015	34	=	=	SYM
afs-72267	1015	35	rate	rate	NOUN
afs-72267	1015	36	of	of	ADP
afs-72267	1015	37	depreciation	depreciation	NOUN
afs-72267	1015	38	b	b	NOUN
afs-72267	1015	39	)	)	PUNCT
afs-72267	1015	40	half	half	NOUN
afs-72267	1015	41	of	of	ADP
afs-72267	1015	42	the	the	DET
afs-72267	1015	43	research	research	NOUN
afs-72267	1015	44	capital	capital	NOUN
afs-72267	1015	45	is	be	AUX
afs-72267	1015	46	assumed	assume	VERB
afs-72267	1015	47	to	to	PART
afs-72267	1015	48	become	become	VERB
afs-72267	1015	49	obsolescent	obsolescent	ADJ
afs-72267	1015	50	20	20	NUM
afs-72267	1015	51	years	year	NOUN
afs-72267	1015	52	after	after	SCONJ
afs-72267	1015	53	the	the	DET
afs-72267	1015	54	funding	funding	NOUN
afs-72267	1015	55	took	take	VERB
afs-72267	1015	56	place	place	NOUN
afs-72267	1015	57	,	,	PUNCT
afs-72267	1015	58	and	and	CCONJ
afs-72267	1015	59	is	be	AUX
afs-72267	1015	60	thus	thus	ADV
afs-72267	1015	61	depreciated	depreciate	VERB
afs-72267	1015	62	by	by	ADP
afs-72267	1015	63	50	50	NUM
afs-72267	1015	64	%	%	NOUN
afs-72267	1015	65	.	.	PUNCT
afs-72267	1016	1	the	the	DET
afs-72267	1016	2	other	other	ADJ
afs-72267	1016	3	half	half	NOUN
afs-72267	1016	4	is	be	AUX
afs-72267	1016	5	added	add	VERB
afs-72267	1016	6	to	to	ADP
afs-72267	1016	7	the	the	DET
afs-72267	1016	8	research	research	NOUN
afs-72267	1016	9	stock	stock	NOUN
afs-72267	1016	10	.	.	PUNCT
afs-72267	1017	1	research	research	NOUN
afs-72267	1017	2	carried	carry	VERB
afs-72267	1017	3	out	out	ADP
afs-72267	1017	4	before	before	ADP
afs-72267	1017	5	1920	1920	NUM
afs-72267	1017	6	does	do	AUX
afs-72267	1017	7	not	not	PART
afs-72267	1017	8	have	have	VERB
afs-72267	1017	9	any	any	DET
afs-72267	1017	10	effect	effect	NOUN
afs-72267	1017	11	.	.	PUNCT
afs-72267	1018	1	(	(	PUNCT
afs-72267	1018	2	3.13	3.13	NUM
afs-72267	1018	3	)	)	PUNCT
afs-72267	1018	4	r	r	NOUN
afs-72267	1018	5	k	k	NOUN
afs-72267	1018	6	=	=	PUNCT
afs-72267	1018	7	l(kt	l(kt	PROPN
afs-72267	1018	8	-dtk,_m	-dtk,_m	NUM
afs-72267	1018	9	)	)	PUNCT
afs-72267	1018	10	,	,	PUNCT
afs-72267	1018	11	where	where	SCONJ
afs-72267	1018	12	d	d	NOUN
afs-72267	1018	13	,	,	PUNCT
afs-72267	1018	14	=	=	NOUN
afs-72267	1018	15	0.5	0.5	NUM
afs-72267	1018	16	c	c	NOUN
afs-72267	1018	17	)	)	PUNCT
afs-72267	1018	18	as	as	ADP
afs-72267	1018	19	in	in	ADP
afs-72267	1018	20	b	b	NOUN
afs-72267	1018	21	)	)	PUNCT
afs-72267	1018	22	,	,	PUNCT
afs-72267	1018	23	except	except	SCONJ
afs-72267	1018	24	that	that	SCONJ
afs-72267	1018	25	all	all	PRON
afs-72267	1018	26	of	of	ADP
afs-72267	1018	27	the	the	DET
afs-72267	1018	28	research	research	NOUN
afs-72267	1018	29	capital	capital	NOUN
afs-72267	1018	30	is	be	AUX
afs-72267	1018	31	assumed	assume	VERB
afs-72267	1018	32	to	to	PART
afs-72267	1018	33	become	become	VERB
afs-72267	1018	34	obsolescent	obsolescent	ADJ
afs-72267	1018	35	20	20	NUM
afs-72267	1018	36	years	year	NOUN
afs-72267	1018	37	after	after	ADP
afs-72267	1018	38	funding	funding	NOUN
afs-72267	1018	39	,	,	PUNCT
afs-72267	1018	40	and	and	CCONJ
afs-72267	1018	41	is	be	AUX
afs-72267	1018	42	depreciated	depreciate	VERB
afs-72267	1018	43	by	by	ADP
afs-72267	1018	44	100	100	NUM
afs-72267	1018	45	%	%	NOUN
afs-72267	1018	46	.	.	PUNCT
afs-72267	1019	1	(	(	PUNCT
afs-72267	1019	2	3.14	3.14	NUM
afs-72267	1019	3	)	)	PUNCT
afs-72267	1019	4	r	r	NOUN
afs-72267	1019	5	k	k	NOUN
afs-72267	1019	6	=	=	SYM
afs-72267	1019	7	t	t	PROPN
afs-72267	1019	8	(	(	PUNCT
afs-72267	1019	9	k	k	X
afs-72267	1019	10	,	,	PUNCT
afs-72267	1019	11	dtk	dtk	PROPN
afs-72267	1019	12	t_20	t_20	PROPN
afs-72267	1019	13	)	)	PUNCT
afs-72267	1019	14	,	,	PUNCT
afs-72267	1019	15	where	where	SCONJ
afs-72267	1019	16	d	d	NOUN
afs-72267	1019	17	,	,	PUNCT
afs-72267	1019	18	=	=	PUNCT
afs-72267	1019	19	1.0	1.0	NUM
afs-72267	1019	20	the	the	DET
afs-72267	1019	21	initial	initial	ADJ
afs-72267	1019	22	figure	figure	NOUN
afs-72267	1019	23	for	for	ADP
afs-72267	1019	24	the	the	DET
afs-72267	1019	25	research	research	NOUN
afs-72267	1019	26	capital	capital	NOUN
afs-72267	1019	27	is	be	AUX
afs-72267	1019	28	derived	derive	VERB
afs-72267	1019	29	by	by	ADP
afs-72267	1019	30	simple	simple	ADJ
afs-72267	1019	31	trend	trend	NOUN
afs-72267	1019	32	analysis	analysis	NOUN
afs-72267	1019	33	back	back	ADV
afs-72267	1019	34	to	to	ADP
afs-72267	1019	35	1920	1920	NUM
afs-72267	1019	36	,	,	PUNCT
afs-72267	1019	37	omitting	omit	VERB
afs-72267	1019	38	the	the	DET
afs-72267	1019	39	years	year	NOUN
afs-72267	1019	40	1940—1944	1940—1944	NUM
afs-72267	1019	41	,	,	PUNCT
afs-72267	1019	42	since	since	SCONJ
afs-72267	1019	43	normal	normal	ADJ
afs-72267	1019	44	research	research	NOUN
afs-72267	1019	45	activities	activity	NOUN
afs-72267	1019	46	were	be	AUX
afs-72267	1019	47	seriously	seriously	ADV
afs-72267	1019	48	disturbed	disturb	VERB
afs-72267	1019	49	during	during	ADP
afs-72267	1019	50	the	the	DET
afs-72267	1019	51	war	war	NOUN
afs-72267	1019	52	years	year	NOUN
afs-72267	1019	53	.	.	PUNCT
afs-72267	1020	1	in	in	ADP
afs-72267	1020	2	(	(	PUNCT
afs-72267	1020	3	3.12	3.12	NUM
afs-72267	1020	4	)	)	PUNCT
afs-72267	1020	5	—	—	PUNCT
afs-72267	1020	6	(	(	PUNCT
afs-72267	1020	7	3.14	3.14	NUM
afs-72267	1020	8	)	)	PUNCT
afs-72267	1020	9	k	k	NOUN
afs-72267	1020	10	=	=	PUNCT
afs-72267	1021	1	54.3	54.3	NUM
afs-72267	1021	2	+	+	NUM
afs-72267	1021	3	16.6	16.6	NUM
afs-72267	1021	4	t	t	NOUN
afs-72267	1021	5	for	for	ADP
afs-72267	1021	6	public	public	ADJ
afs-72267	1021	7	research	research	NOUN
afs-72267	1021	8	,	,	PUNCT
afs-72267	1021	9	23.0	23.0	NUM
afs-72267	1021	10	+	+	SYM
afs-72267	1021	11	22.5	22.5	NUM
afs-72267	1021	12	t	t	NOUN
afs-72267	1021	13	for	for	ADP
afs-72267	1021	14	total	total	ADJ
afs-72267	1021	15	research	research	NOUN
afs-72267	1021	16	.	.	PUNCT
afs-72267	1022	1	accumulating	accumulate	VERB
afs-72267	1022	2	the	the	DET
afs-72267	1022	3	flows	flow	NOUN
afs-72267	1022	4	up	up	ADP
afs-72267	1022	5	to	to	ADP
afs-72267	1022	6	1950	1950	NUM
afs-72267	1022	7	gives	give	VERB
afs-72267	1022	8	an	an	DET
afs-72267	1022	9	initial	initial	ADJ
afs-72267	1022	10	stock	stock	NOUN
afs-72267	1022	11	.	.	PUNCT
afs-72267	1023	1	on	on	ADP
afs-72267	1023	2	the	the	DET
afs-72267	1023	3	basis	basis	NOUN
afs-72267	1023	4	of	of	ADP
afs-72267	1023	5	the	the	DET
afs-72267	1023	6	index	index	NOUN
afs-72267	1023	7	series	series	NOUN
afs-72267	1023	8	of	of	ADP
afs-72267	1023	9	real	real	ADJ
afs-72267	1023	10	flows	flow	NOUN
afs-72267	1023	11	of	of	ADP
afs-72267	1023	12	funds	fund	NOUN
afs-72267	1023	13	for	for	ADP
afs-72267	1023	14	research	research	NOUN
afs-72267	1023	15	,	,	PUNCT
afs-72267	1023	16	this	this	DET
afs-72267	1023	17	initial	initial	ADJ
afs-72267	1023	18	value	value	NOUN
afs-72267	1023	19	is	be	AUX
afs-72267	1023	20	further	far	ADV
afs-72267	1023	21	accumulated	accumulate	VERB
afs-72267	1023	22	up	up	ADP
afs-72267	1023	23	to	to	ADP
afs-72267	1023	24	1984	1984	NUM
afs-72267	1023	25	.	.	PUNCT
afs-72267	1024	1	a	a	DET
afs-72267	1024	2	series	series	NOUN
afs-72267	1024	3	of	of	ADP
afs-72267	1024	4	accumulating	accumulate	VERB
afs-72267	1024	5	research	research	NOUN
afs-72267	1024	6	capital	capital	NOUN
afs-72267	1024	7	is	be	AUX
afs-72267	1024	8	thereby	thereby	ADV
afs-72267	1024	9	obtained	obtain	VERB
afs-72267	1024	10	.	.	PUNCT
afs-72267	1025	1	the	the	DET
afs-72267	1025	2	research	research	NOUN
afs-72267	1025	3	capital	capital	NOUN
afs-72267	1025	4	has	have	VERB
afs-72267	1025	5	the	the	DET
afs-72267	1025	6	convenient	convenient	ADJ
afs-72267	1025	7	advantage	advantage	NOUN
afs-72267	1025	8	of	of	ADP
afs-72267	1025	9	not	not	PART
afs-72267	1025	10	demanding	demand	VERB
afs-72267	1025	11	any	any	DET
afs-72267	1025	12	lag	lag	NOUN
afs-72267	1025	13	operator	operator	NOUN
afs-72267	1025	14	.	.	PUNCT
afs-72267	1026	1	in	in	ADP
afs-72267	1026	2	this	this	DET
afs-72267	1026	3	respect	respect	NOUN
afs-72267	1026	4	the	the	DET
afs-72267	1026	5	research	research	NOUN
afs-72267	1026	6	stock	stock	NOUN
afs-72267	1026	7	measure	measure	NOUN
afs-72267	1026	8	seems	seem	VERB
afs-72267	1026	9	rasier	rasi	ADJ
afs-72267	1026	10	to	to	PART
afs-72267	1026	11	handle	handle	VERB
afs-72267	1026	12	than	than	ADP
afs-72267	1026	13	the	the	DET
afs-72267	1026	14	research	research	NOUN
afs-72267	1026	15	flow	flow	NOUN
afs-72267	1026	16	measure	measure	NOUN
afs-72267	1026	17	.	.	PUNCT
afs-72267	1027	1	in	in	ADP
afs-72267	1027	2	the	the	DET
afs-72267	1027	3	estimations	estimation	NOUN
afs-72267	1027	4	both	both	CCONJ
afs-72267	1027	5	the	the	DET
afs-72267	1027	6	flow	flow	NOUN
afs-72267	1027	7	and	and	CCONJ
afs-72267	1027	8	the	the	DET
afs-72267	1027	9	stock	stock	NOUN
afs-72267	1027	10	concept	concept	NOUN
afs-72267	1027	11	of	of	ADP
afs-72267	1027	12	the	the	DET
afs-72267	1027	13	research	research	NOUN
afs-72267	1027	14	input	input	NOUN
afs-72267	1027	15	will	will	AUX
afs-72267	1027	16	be	be	AUX
afs-72267	1027	17	used	use	VERB
afs-72267	1027	18	to	to	PART
afs-72267	1027	19	estimate	estimate	VERB
afs-72267	1027	20	(	(	PUNCT
afs-72267	1027	21	3.9	3.9	NUM
afs-72267	1027	22	)	)	PUNCT
afs-72267	1027	23	.	.	PUNCT
afs-72267	1028	1	3.3.3	3.3.3	X
afs-72267	1028	2	.	.	PUNCT
afs-72267	1029	1	a	a	DET
afs-72267	1029	2	productivity	productivity	NOUN
afs-72267	1029	3	index	index	NOUN
afs-72267	1029	4	specification	specification	NOUN
afs-72267	1029	5	the	the	DET
afs-72267	1029	6	research	research	NOUN
afs-72267	1029	7	stock	stock	NOUN
afs-72267	1029	8	will	will	AUX
afs-72267	1029	9	also	also	ADV
afs-72267	1029	10	be	be	AUX
afs-72267	1029	11	needed	need	VERB
afs-72267	1029	12	in	in	ADP
afs-72267	1029	13	the	the	DET
afs-72267	1029	14	specification	specification	NOUN
afs-72267	1029	15	of	of	ADP
afs-72267	1029	16	an	an	DET
afs-72267	1029	17	alternative	alternative	ADJ
afs-72267	1029	18	model	model	NOUN
afs-72267	1029	19	.	.	PUNCT
afs-72267	1030	1	in	in	ADP
afs-72267	1030	2	the	the	DET
afs-72267	1030	3	empirical	empirical	ADJ
afs-72267	1030	4	part	part	NOUN
afs-72267	1030	5	of	of	ADP
afs-72267	1030	6	the	the	DET
afs-72267	1030	7	study	study	NOUN
afs-72267	1030	8	,	,	PUNCT
afs-72267	1030	9	the	the	DET
afs-72267	1030	10	internal	internal	ADJ
afs-72267	1030	11	collinearity	collinearity	NOUN
afs-72267	1030	12	of	of	ADP
afs-72267	1030	13	the	the	DET
afs-72267	1030	14	variables	variable	NOUN
afs-72267	1030	15	was	be	AUX
afs-72267	1030	16	found	find	VERB
afs-72267	1030	17	to	to	PART
afs-72267	1030	18	be	be	AUX
afs-72267	1030	19	a	a	DET
afs-72267	1030	20	serious	serious	ADJ
afs-72267	1030	21	problem	problem	NOUN
afs-72267	1030	22	.	.	PUNCT
afs-72267	1031	1	one	one	NUM
afs-72267	1031	2	purpose	purpose	NOUN
afs-72267	1031	3	of	of	ADP
afs-72267	1031	4	this	this	DET
afs-72267	1031	5	alternative	alternative	ADJ
afs-72267	1031	6	specification	specification	NOUN
afs-72267	1031	7	is	be	AUX
afs-72267	1031	8	,	,	PUNCT
afs-72267	1031	9	therefore	therefore	ADV
afs-72267	1031	10	,	,	PUNCT
afs-72267	1031	11	to	to	PART
afs-72267	1031	12	reduce	reduce	VERB
afs-72267	1031	13	the	the	DET
afs-72267	1031	14	number	number	NOUN
afs-72267	1031	15	of	of	ADP
afs-72267	1031	16	independent	independent	ADJ
afs-72267	1031	17	variables	variable	NOUN
afs-72267	1031	18	and	and	CCONJ
afs-72267	1031	19	thus	thus	ADV
afs-72267	1031	20	to	to	PART
afs-72267	1031	21	reduce	reduce	VERB
afs-72267	1031	22	the	the	DET
afs-72267	1031	23	multicollinearity	multicollinearity	NOUN
afs-72267	1031	24	.	.	PUNCT
afs-72267	1032	1	the	the	DET
afs-72267	1032	2	following	follow	VERB
afs-72267	1032	3	presentation	presentation	NOUN
afs-72267	1032	4	of	of	ADP
afs-72267	1032	5	an	an	DET
afs-72267	1032	6	alternative	alternative	ADJ
afs-72267	1032	7	model	model	NOUN
afs-72267	1032	8	is	be	AUX
afs-72267	1032	9	largely	largely	ADV
afs-72267	1032	10	based	base	VERB
afs-72267	1032	11	upon	upon	SCONJ
afs-72267	1032	12	the	the	DET
afs-72267	1032	13	works	work	NOUN
afs-72267	1032	14	of	of	ADP
afs-72267	1032	15	terleckyj	terleckyj	NOUN
afs-72267	1032	16	(	(	PUNCT
afs-72267	1032	17	1980	1980	NUM
afs-72267	1032	18	)	)	PUNCT
afs-72267	1032	19	,	,	PUNCT
afs-72267	1032	20	griliches	griliche	NOUN
afs-72267	1032	21	(	(	PUNCT
afs-72267	1032	22	1980	1980	NUM
afs-72267	1032	23	)	)	PUNCT
afs-72267	1032	24	and	and	CCONJ
afs-72267	1032	25	vuori	vuori	NOUN
afs-72267	1032	26	(	(	PUNCT
afs-72267	1032	27	1984	1984	NUM
afs-72267	1032	28	)	)	PUNCT
afs-72267	1032	29	.	.	PUNCT
afs-72267	1033	1	the	the	DET
afs-72267	1033	2	difference	difference	NOUN
afs-72267	1033	3	in	in	ADP
afs-72267	1033	4	relation	relation	NOUN
afs-72267	1033	5	to	to	ADP
afs-72267	1033	6	the	the	DET
afs-72267	1033	7	presentation	presentation	NOUN
afs-72267	1033	8	in	in	ADP
afs-72267	1033	9	section	section	NOUN
afs-72267	1033	10	3.3.1	3.3.1	NUM
afs-72267	1033	11	.	.	PUNCT
afs-72267	1033	12	lies	lie	NOUN
afs-72267	1033	13	mainly	mainly	ADV
afs-72267	1033	14	in	in	ADP
afs-72267	1033	15	the	the	DET
afs-72267	1033	16	use	use	NOUN
afs-72267	1033	17	of	of	ADP
afs-72267	1033	18	a	a	DET
afs-72267	1033	19	productivity	productivity	NOUN
afs-72267	1033	20	index	index	NOUN
afs-72267	1033	21	instead	instead	ADV
afs-72267	1033	22	of	of	ADP
afs-72267	1033	23	gross	gross	ADJ
afs-72267	1033	24	production	production	NOUN
afs-72267	1033	25	as	as	ADP
afs-72267	1033	26	the	the	DET
afs-72267	1033	27	dependent	dependent	ADJ
afs-72267	1033	28	variable	variable	NOUN
afs-72267	1033	29	.	.	PUNCT
afs-72267	1034	1	norton	norton	PROPN
afs-72267	1034	2	and	and	CCONJ
afs-72267	1034	3	davis	davis	PROPN
afs-72267	1034	4	(	(	PUNCT
afs-72267	1034	5	1981	1981	NUM
afs-72267	1034	6	)	)	PUNCT
afs-72267	1034	7	state	state	NOUN
afs-72267	1034	8	that	that	SCONJ
afs-72267	1034	9	an	an	DET
afs-72267	1034	10	alternative	alternative	ADJ
afs-72267	1034	11	specification	specification	NOUN
afs-72267	1034	12	similar	similar	ADJ
afs-72267	1034	13	to	to	ADP
afs-72267	1034	14	(	(	PUNCT
afs-72267	1034	15	3.15	3.15	NUM
afs-72267	1034	16	)	)	PUNCT
afs-72267	1034	17	has	have	AUX
afs-72267	1034	18	been	be	AUX
afs-72267	1034	19	popular	popular	ADJ
afs-72267	1034	20	because	because	SCONJ
afs-72267	1034	21	of	of	ADP
afs-72267	1034	22	intercorrelation	intercorrelation	NOUN
afs-72267	1034	23	problems	problem	NOUN
afs-72267	1034	24	with	with	ADP
afs-72267	1034	25	time	time	NOUN
afs-72267	1034	26	series	series	NOUN
afs-72267	1034	27	in	in	ADP
afs-72267	1034	28	models	model	NOUN
afs-72267	1034	29	like	like	ADP
afs-72267	1034	30	(	(	PUNCT
afs-72267	1034	31	3.9	3.9	NUM
afs-72267	1034	32	)	)	PUNCT
afs-72267	1034	33	.	.	PUNCT
afs-72267	1035	1	the	the	DET
afs-72267	1035	2	advantage	advantage	NOUN
afs-72267	1035	3	with	with	ADP
afs-72267	1035	4	this	this	DET
afs-72267	1035	5	specification	specification	NOUN
afs-72267	1035	6	is	be	AUX
afs-72267	1035	7	that	that	SCONJ
afs-72267	1035	8	the	the	DET
afs-72267	1035	9	traditional	traditional	ADJ
afs-72267	1035	10	variables	variable	NOUN
afs-72267	1035	11	can	can	AUX
afs-72267	1035	12	be	be	AUX
afs-72267	1035	13	omitted	omit	VERB
afs-72267	1035	14	,	,	PUNCT
afs-72267	1035	15	and	and	CCONJ
afs-72267	1035	16	thus	thus	ADV
afs-72267	1035	17	the	the	DET
afs-72267	1035	18	problem	problem	NOUN
afs-72267	1035	19	of	of	ADP
afs-72267	1035	20	internal	internal	ADJ
afs-72267	1035	21	collinearity	collinearity	NOUN
afs-72267	1035	22	disappears	disappear	VERB
afs-72267	1035	23	,	,	PUNCT
afs-72267	1035	24	or	or	CCONJ
afs-72267	1035	25	at	at	ADP
afs-72267	1035	26	least	least	ADJ
afs-72267	1035	27	becomes	become	VERB
afs-72267	1035	28	smaller	small	ADJ
afs-72267	1035	29	.	.	PUNCT
afs-72267	1036	1	a	a	DET
afs-72267	1036	2	general	general	ADJ
afs-72267	1036	3	lack	lack	NOUN
afs-72267	1036	4	of	of	ADP
afs-72267	1036	5	data	datum	NOUN
afs-72267	1036	6	for	for	ADP
afs-72267	1036	7	conventional	conventional	ADJ
afs-72267	1036	8	variables	variable	NOUN
afs-72267	1036	9	has	have	AUX
afs-72267	1036	10	also	also	ADV
afs-72267	1036	11	contributed	contribute	VERB
afs-72267	1036	12	to	to	ADP
afs-72267	1036	13	the	the	DET
afs-72267	1036	14	use	use	NOUN
afs-72267	1036	15	of	of	ADP
afs-72267	1036	16	this	this	DET
afs-72267	1036	17	model	model	NOUN
afs-72267	1036	18	.	.	PUNCT
afs-72267	1037	1	the	the	DET
afs-72267	1037	2	purpose	purpose	NOUN
afs-72267	1037	3	of	of	ADP
afs-72267	1037	4	specifying	specify	VERB
afs-72267	1037	5	a	a	DET
afs-72267	1037	6	productivity	productivity	NOUN
afs-72267	1037	7	index	index	NOUN
afs-72267	1037	8	model	model	NOUN
afs-72267	1037	9	is	be	AUX
afs-72267	1037	10	to	to	PART
afs-72267	1037	11	obtain	obtain	VERB
afs-72267	1037	12	another	another	DET
afs-72267	1037	13	estimate	estimate	NOUN
afs-72267	1037	14	of	of	ADP
afs-72267	1037	15	the	the	DET
afs-72267	1037	16	returns	return	NOUN
afs-72267	1037	17	to	to	PART
afs-72267	1037	18	research	research	VERB
afs-72267	1037	19	in	in	ADP
afs-72267	1037	20	order	order	NOUN
afs-72267	1037	21	to	to	PART
afs-72267	1037	22	see	see	VERB
afs-72267	1037	23	whether	whether	SCONJ
afs-72267	1037	24	the	the	DET
afs-72267	1037	25	estimates	estimate	NOUN
afs-72267	1037	26	lie	lie	VERB
afs-72267	1037	27	in	in	ADP
afs-72267	1037	28	the	the	DET
afs-72267	1037	29	same	same	ADJ
afs-72267	1037	30	range	range	NOUN
afs-72267	1037	31	.	.	PUNCT
afs-72267	1038	1	the	the	DET
afs-72267	1038	2	productivity	productivity	NOUN
afs-72267	1038	3	at	at	ADP
afs-72267	1038	4	a	a	DET
afs-72267	1038	5	point	point	NOUN
afs-72267	1038	6	in	in	ADP
afs-72267	1038	7	time	time	NOUN
afs-72267	1038	8	t	t	PROPN
afs-72267	1038	9	can	can	AUX
afs-72267	1038	10	on	on	ADP
afs-72267	1038	11	the	the	DET
afs-72267	1038	12	basis	basis	NOUN
afs-72267	1038	13	of	of	ADP
afs-72267	1038	14	(	(	PUNCT
afs-72267	1038	15	3.9	3.9	NUM
afs-72267	1038	16	)	)	PUNCT
afs-72267	1038	17	be	be	AUX
afs-72267	1038	18	explained	explain	VERB
afs-72267	1038	19	as	as	ADP
afs-72267	1038	20	the	the	DET
afs-72267	1038	21	relation	relation	NOUN
afs-72267	1038	22	between	between	ADP
afs-72267	1038	23	gross	gross	ADJ
afs-72267	1038	24	production	production	NOUN
afs-72267	1038	25	q	q	NOUN
afs-72267	1038	26	and	and	CCONJ
afs-72267	1038	27	the	the	DET
afs-72267	1038	28	“	"	PUNCT
afs-72267	1038	29	conventional	conventional	ADJ
afs-72267	1038	30	”	"	PUNCT
afs-72267	1038	31	inputs	input	NOUN
afs-72267	1038	32	labour	labour	NOUN
afs-72267	1038	33	,	,	PUNCT
afs-72267	1038	34	capital	capital	NOUN
afs-72267	1038	35	and	and	CCONJ
afs-72267	1038	36	external	external	ADJ
afs-72267	1038	37	inputs	input	NOUN
afs-72267	1038	38	,	,	PUNCT
afs-72267	1038	39	i.e.	i.e.	X
afs-72267	1038	40	l	l	NOUN
afs-72267	1038	41	,	,	PUNCT
afs-72267	1038	42	k	k	PROPN
afs-72267	1038	43	and	and	CCONJ
afs-72267	1038	44	i	i	PRON
afs-72267	1038	45	:	:	PUNCT
afs-72267	1038	46	(	(	PUNCT
afs-72267	1038	47	3.15	3.15	NUM
afs-72267	1038	48	.	.	PUNCT
afs-72267	1038	49	)	)	PUNCT
afs-72267	1039	1	p	p	X
afs-72267	1039	2	,	,	PUNCT
afs-72267	1039	3	=	=	SYM
afs-72267	1039	4	=	=	SYM
afs-72267	1039	5	eati	eati	NOUN
afs-72267	1039	6	r	r	NOUN
afs-72267	1039	7	on	on	ADP
afs-72267	1039	8	°	°	NUM
afs-72267	1039	9	l	l	NOUN
afs-72267	1039	10	,	,	PUNCT
afs-72267	1039	11	b|	b|	PROPN
afs-72267	1039	12	k	k	PROPN
afs-72267	1039	13	tbk	tbk	PROPN
afs-72267	1040	1	i	i	PRON
afs-72267	1040	2	t	t	PROPN
afs-72267	1040	3	b	b	X
afs-72267	1040	4	‘	'	PUNCT
afs-72267	1040	5	t	t	NOUN
afs-72267	1040	6	=	=	PUNCT
afs-72267	1040	7	time	time	NOUN
afs-72267	1040	8	factor	factor	NOUN
afs-72267	1040	9	x	x	PUNCT
afs-72267	1040	10	=	=	PUNCT
afs-72267	1040	11	coefficient	coefficient	NOUN
afs-72267	1040	12	of	of	ADP
afs-72267	1040	13	time	time	NOUN
afs-72267	1040	14	factor	factor	NOUN
afs-72267	1040	15	this	this	DET
afs-72267	1040	16	relation	relation	NOUN
afs-72267	1040	17	consists	consist	VERB
afs-72267	1040	18	of	of	ADP
afs-72267	1040	19	three	three	NUM
afs-72267	1040	20	parts	part	NOUN
afs-72267	1040	21	:	:	PUNCT
afs-72267	1040	22	one	one	NUM
afs-72267	1040	23	component	component	NOUN
afs-72267	1040	24	representing	represent	VERB
afs-72267	1040	25	the	the	DET
afs-72267	1040	26	cumulative	cumulative	ADJ
afs-72267	1040	27	effects	effect	NOUN
afs-72267	1040	28	of	of	ADP
afs-72267	1040	29	autonomous	autonomous	ADJ
afs-72267	1040	30	technological	technological	ADJ
afs-72267	1040	31	change	change	NOUN
afs-72267	1040	32	(	(	PUNCT
afs-72267	1040	33	e	e	NOUN
afs-72267	1040	34	raised	raise	VERB
afs-72267	1040	35	to	to	ADP
afs-72267	1040	36	the	the	DET
afs-72267	1040	37	power	power	NOUN
afs-72267	1040	38	of	of	ADP
afs-72267	1040	39	it	it	PRON
afs-72267	1040	40	)	)	PUNCT
afs-72267	1040	41	,	,	PUNCT
afs-72267	1040	42	i.e.	i.e.	X
afs-72267	1040	43	a	a	DET
afs-72267	1040	44	trend	trend	NOUN
afs-72267	1040	45	factor	factor	NOUN
afs-72267	1040	46	(	(	PUNCT
afs-72267	1040	47	this	this	DET
afs-72267	1040	48	autonomous	autonomous	ADJ
afs-72267	1040	49	technological	technological	ADJ
afs-72267	1040	50	change	change	NOUN
afs-72267	1040	51	factor	factor	NOUN
afs-72267	1040	52	has	have	AUX
afs-72267	1040	53	been	be	AUX
afs-72267	1040	54	added	add	VERB
afs-72267	1040	55	to	to	ADP
afs-72267	1040	56	(	(	PUNCT
afs-72267	1040	57	3.9	3.9	NUM
afs-72267	1040	58	)	)	PUNCT
afs-72267	1040	59	)	)	PUNCT
afs-72267	1040	60	;	;	PUNCT
afs-72267	1040	61	one	one	NUM
afs-72267	1040	62	component	component	NOUN
afs-72267	1040	63	representing	represent	VERB
afs-72267	1040	64	the	the	DET
afs-72267	1040	65	stock	stock	NOUN
afs-72267	1040	66	of	of	ADP
afs-72267	1040	67	research	research	NOUN
afs-72267	1040	68	capital	capital	NOUN
afs-72267	1040	69	r	r	NOUN
afs-72267	1040	70	raised	raise	VERB
afs-72267	1040	71	to	to	ADP
afs-72267	1040	72	the	the	DET
afs-72267	1040	73	power	power	NOUN
afs-72267	1040	74	of	of	ADP
afs-72267	1040	75	an	an	DET
afs-72267	1040	76	exponent	exponent	NOUN
afs-72267	1040	77	representing	represent	VERB
afs-72267	1040	78	the	the	DET
afs-72267	1040	79	elasticity	elasticity	NOUN
afs-72267	1040	80	of	of	ADP
afs-72267	1040	81	research	research	NOUN
afs-72267	1040	82	with	with	ADP
afs-72267	1040	83	respect	respect	NOUN
afs-72267	1040	84	to	to	ADP
afs-72267	1040	85	this	this	DET
afs-72267	1040	86	research	research	NOUN
afs-72267	1040	87	capital	capital	NOUN
afs-72267	1040	88	;	;	PUNCT
afs-72267	1040	89	and	and	CCONJ
afs-72267	1040	90	one	one	NUM
afs-72267	1040	91	extension	extension	NOUN
afs-72267	1040	92	component	component	NOUN
afs-72267	1040	93	.	.	PUNCT
afs-72267	1041	1	in	in	ADP
afs-72267	1041	2	order	order	NOUN
afs-72267	1041	3	to	to	PART
afs-72267	1041	4	simplify	simplify	VERB
afs-72267	1041	5	the	the	DET
afs-72267	1041	6	presentation	presentation	NOUN
afs-72267	1041	7	the	the	DET
afs-72267	1041	8	extension	extension	NOUN
afs-72267	1041	9	component	component	NOUN
afs-72267	1041	10	n	n	CCONJ
afs-72267	1041	11	,	,	PUNCT
afs-72267	1041	12	raised	raise	VERB
afs-72267	1041	13	to	to	ADP
afs-72267	1041	14	the	the	DET
afs-72267	1041	15	power	power	NOUN
afs-72267	1041	16	of	of	ADP
afs-72267	1041	17	o	o	PROPN
afs-72267	1041	18	is	be	AUX
afs-72267	1041	19	omitted	omit	VERB
afs-72267	1041	20	.	.	PUNCT
afs-72267	1042	1	thus	thus	ADV
afs-72267	1042	2	we	we	PRON
afs-72267	1042	3	obtain	obtain	VERB
afs-72267	1042	4	(	(	PUNCT
afs-72267	1042	5	3.16	3.16	NUM
afs-72267	1042	6	.	.	PUNCT
afs-72267	1042	7	)	)	PUNCT
afs-72267	1043	1	p	p	X
afs-72267	1043	2	t	t	PROPN
afs-72267	1043	3	=	=	SYM
afs-72267	1043	4	ae	ae	PROPN
afs-72267	1043	5	t'r	t'r	PROPN
afs-72267	1043	6	“	"	PUNCT
afs-72267	1043	7	the	the	DET
afs-72267	1043	8	function	function	NOUN
afs-72267	1043	9	can	can	AUX
afs-72267	1043	10	then	then	ADV
afs-72267	1043	11	be	be	AUX
afs-72267	1043	12	written	write	VERB
afs-72267	1043	13	as	as	ADP
afs-72267	1043	14	(	(	PUNCT
afs-72267	1043	15	3.17	3.17	NUM
afs-72267	1043	16	)	)	PUNCT
afs-72267	1043	17	in	in	ADP
afs-72267	1043	18	p	p	PRON
afs-72267	1043	19	,	,	PUNCT
afs-72267	1043	20	=	=	SYM
afs-72267	1043	21	in	in	ADP
afs-72267	1043	22	(	(	PUNCT
afs-72267	1043	23	aett	aett	NOUN
afs-72267	1043	24	r	r	NOUN
afs-72267	1043	25	“	"	PUNCT
afs-72267	1043	26	)	)	PUNCT
afs-72267	1043	27	by	by	ADP
afs-72267	1043	28	estimating	estimate	VERB
afs-72267	1043	29	a	a	DET
afs-72267	1043	30	research	research	NOUN
afs-72267	1043	31	capital	capital	NOUN
afs-72267	1043	32	r	r	NOUN
afs-72267	1043	33	as	as	SCONJ
afs-72267	1043	34	specified	specify	VERB
afs-72267	1043	35	in	in	ADP
afs-72267	1043	36	section	section	NOUN
afs-72267	1043	37	3.3.2	3.3.2	NUM
afs-72267	1043	38	.	.	PUNCT
afs-72267	1043	39	,	,	PUNCT
afs-72267	1043	40	it	it	PRON
afs-72267	1043	41	is	be	AUX
afs-72267	1043	42	possible	possible	ADJ
afs-72267	1043	43	to	to	PART
afs-72267	1043	44	avoid	avoid	VERB
afs-72267	1043	45	a	a	DET
afs-72267	1043	46	long	long	ADJ
afs-72267	1043	47	and	and	CCONJ
afs-72267	1043	48	difficult	difficult	ADJ
afs-72267	1043	49	deduction	deduction	NOUN
afs-72267	1043	50	such	such	ADJ
afs-72267	1043	51	as	as	ADP
afs-72267	1043	52	those	those	PRON
afs-72267	1043	53	in	in	ADP
afs-72267	1043	54	the	the	DET
afs-72267	1043	55	specifications	specification	NOUN
afs-72267	1043	56	of	of	ADP
afs-72267	1043	57	griliches	griliche	NOUN
afs-72267	1043	58	(	(	PUNCT
afs-72267	1043	59	1980	1980	NUM
afs-72267	1043	60	)	)	PUNCT
afs-72267	1043	61	,	,	PUNCT
afs-72267	1043	62	terleckyj	terleckyj	X
afs-72267	1043	63	(	(	PUNCT
afs-72267	1043	64	1980	1980	NUM
afs-72267	1043	65	)	)	PUNCT
afs-72267	1043	66	and	and	CCONJ
afs-72267	1043	67	vuori	vuori	NOUN
afs-72267	1043	68	(	(	PUNCT
afs-72267	1043	69	1984	1984	NUM
afs-72267	1043	70	)	)	PUNCT
afs-72267	1043	71	.	.	PUNCT
afs-72267	1044	1	x	x	PRON
afs-72267	1044	2	denotes	denote	VERB
afs-72267	1044	3	the	the	DET
afs-72267	1044	4	autonomous	autonomous	ADJ
afs-72267	1044	5	technological	technological	ADJ
afs-72267	1044	6	change	change	NOUN
afs-72267	1044	7	(	(	PUNCT
afs-72267	1044	8	trend	trend	NOUN
afs-72267	1044	9	)	)	PUNCT
afs-72267	1044	10	.	.	PUNCT
afs-72267	1045	1	the	the	DET
afs-72267	1045	2	dependent	dependent	ADJ
afs-72267	1045	3	variable	variable	NOUN
afs-72267	1045	4	is	be	AUX
afs-72267	1045	5	thus	thus	ADV
afs-72267	1045	6	an	an	DET
afs-72267	1045	7	production	production	NOUN
afs-72267	1045	8	/	/	SYM
afs-72267	1045	9	input	input	NOUN
afs-72267	1045	10	index	index	NOUN
afs-72267	1045	11	.	.	PUNCT
afs-72267	1046	1	3.3.4	3.3.4	NUM
afs-72267	1046	2	distributed	distribute	VERB
afs-72267	1046	3	lags	lag	VERB
afs-72267	1046	4	the	the	DET
afs-72267	1046	5	contribution	contribution	NOUN
afs-72267	1046	6	of	of	ADP
afs-72267	1046	7	research	research	NOUN
afs-72267	1046	8	to	to	ADP
afs-72267	1046	9	growth	growth	NOUN
afs-72267	1046	10	in	in	ADP
afs-72267	1046	11	productivity	productivity	NOUN
afs-72267	1046	12	is	be	AUX
afs-72267	1046	13	not	not	PART
afs-72267	1046	14	immediately	immediately	ADV
afs-72267	1046	15	observable	observable	ADJ
afs-72267	1046	16	in	in	ADP
afs-72267	1046	17	291	291	NUM
afs-72267	1046	18	the	the	DET
afs-72267	1046	19	same	same	ADJ
afs-72267	1046	20	year	year	NOUN
afs-72267	1046	21	that	that	PRON
afs-72267	1046	22	research	research	NOUN
afs-72267	1046	23	was	be	AUX
afs-72267	1046	24	funded	fund	VERB
afs-72267	1046	25	.	.	PUNCT
afs-72267	1047	1	there	there	PRON
afs-72267	1047	2	is	be	VERB
afs-72267	1047	3	one	one	NUM
afs-72267	1047	4	lag	lag	NOUN
afs-72267	1047	5	in	in	ADP
afs-72267	1047	6	the	the	DET
afs-72267	1047	7	“	"	PUNCT
afs-72267	1047	8	availability	availability	NOUN
afs-72267	1047	9	”	"	PUNCT
afs-72267	1047	10	of	of	ADP
afs-72267	1047	11	technology	technology	NOUN
afs-72267	1047	12	,	,	PUNCT
afs-72267	1047	13	i.e.	i.e.	X
afs-72267	1047	14	between	between	ADP
afs-72267	1047	15	research	research	NOUN
afs-72267	1047	16	funding	funding	NOUN
afs-72267	1047	17	and	and	CCONJ
afs-72267	1047	18	ready	ready	ADJ
afs-72267	1047	19	production	production	NOUN
afs-72267	1047	20	inputs	input	NOUN
afs-72267	1047	21	,	,	PUNCT
afs-72267	1047	22	and	and	CCONJ
afs-72267	1047	23	another	another	DET
afs-72267	1047	24	lag	lag	NOUN
afs-72267	1047	25	in	in	ADP
afs-72267	1047	26	the	the	DET
afs-72267	1047	27	“	"	PUNCT
afs-72267	1047	28	acceptance	acceptance	NOUN
afs-72267	1047	29	”	"	PUNCT
afs-72267	1047	30	of	of	ADP
afs-72267	1047	31	technology	technology	NOUN
afs-72267	1047	32	.	.	PUNCT
afs-72267	1048	1	the	the	DET
afs-72267	1048	2	incorporation	incorporation	NOUN
afs-72267	1048	3	of	of	ADP
afs-72267	1048	4	lags	lag	NOUN
afs-72267	1048	5	is	be	AUX
afs-72267	1048	6	thus	thus	ADV
afs-72267	1048	7	an	an	DET
afs-72267	1048	8	important	important	ADJ
afs-72267	1048	9	and	and	CCONJ
afs-72267	1048	10	critical	critical	ADJ
afs-72267	1048	11	issue	issue	NOUN
afs-72267	1048	12	in	in	ADP
afs-72267	1048	13	estimating	estimate	VERB
afs-72267	1048	14	the	the	DET
afs-72267	1048	15	returns	return	NOUN
afs-72267	1048	16	to	to	ADP
afs-72267	1048	17	research	research	NOUN
afs-72267	1048	18	(	(	PUNCT
afs-72267	1048	19	see	see	VERB
afs-72267	1048	20	,	,	PUNCT
afs-72267	1048	21	for	for	ADP
afs-72267	1048	22	instance	instance	NOUN
afs-72267	1048	23	,	,	PUNCT
afs-72267	1048	24	pasour	pasour	NOUN
afs-72267	1048	25	and	and	CCONJ
afs-72267	1048	26	johnson	johnson	PROPN
afs-72267	1048	27	1982	1982	NUM
afs-72267	1048	28	)	)	PUNCT
afs-72267	1048	29	.	.	PUNCT
afs-72267	1049	1	nevertheless	nevertheless	ADV
afs-72267	1049	2	,	,	PUNCT
afs-72267	1049	3	satisfactory	satisfactory	ADJ
afs-72267	1049	4	treatments	treatment	NOUN
afs-72267	1049	5	of	of	ADP
afs-72267	1049	6	the	the	DET
afs-72267	1049	7	lag	lag	NOUN
afs-72267	1049	8	structure	structure	NOUN
afs-72267	1049	9	are	be	AUX
afs-72267	1049	10	rare	rare	ADJ
afs-72267	1049	11	in	in	ADP
afs-72267	1049	12	the	the	DET
afs-72267	1049	13	field	field	NOUN
afs-72267	1049	14	.	.	PUNCT
afs-72267	1050	1	the	the	DET
afs-72267	1050	2	formulationof	formulationof	PROPN
afs-72267	1050	3	a	a	DET
afs-72267	1050	4	lag	lag	NOUN
afs-72267	1050	5	function	function	NOUN
afs-72267	1050	6	seems	seem	VERB
afs-72267	1050	7	to	to	PART
afs-72267	1050	8	be	be	AUX
afs-72267	1050	9	a	a	DET
afs-72267	1050	10	difficult	difficult	ADJ
afs-72267	1050	11	part	part	NOUN
afs-72267	1050	12	of	of	ADP
afs-72267	1050	13	evaluating	evaluate	VERB
afs-72267	1050	14	the	the	DET
afs-72267	1050	15	returns	return	NOUN
afs-72267	1050	16	to	to	ADP
afs-72267	1050	17	research	research	NOUN
afs-72267	1050	18	.	.	PUNCT
afs-72267	1051	1	vuori	vuori	NOUN
afs-72267	1051	2	(	(	PUNCT
afs-72267	1051	3	1984	1984	NUM
afs-72267	1051	4	)	)	PUNCT
afs-72267	1051	5	points	point	NOUN
afs-72267	1051	6	at	at	ADP
afs-72267	1051	7	the	the	DET
afs-72267	1051	8	difficulties	difficulty	NOUN
afs-72267	1051	9	in	in	ADP
afs-72267	1051	10	specifying	specify	VERB
afs-72267	1051	11	a	a	DET
afs-72267	1051	12	general	general	ADJ
afs-72267	1051	13	lag	lag	NOUN
afs-72267	1051	14	for	for	ADP
afs-72267	1051	15	aggregated	aggregated	ADJ
afs-72267	1051	16	research	research	NOUN
afs-72267	1051	17	.	.	PUNCT
afs-72267	1052	1	the	the	DET
afs-72267	1052	2	length	length	NOUN
afs-72267	1052	3	of	of	ADP
afs-72267	1052	4	the	the	DET
afs-72267	1052	5	lag	lag	NOUN
afs-72267	1052	6	may	may	AUX
afs-72267	1052	7	vary	vary	VERB
afs-72267	1052	8	for	for	ADP
afs-72267	1052	9	differentcategories	differentcategorie	NOUN
afs-72267	1052	10	of	of	ADP
afs-72267	1052	11	research	research	NOUN
afs-72267	1052	12	,	,	PUNCT
afs-72267	1052	13	and	and	CCONJ
afs-72267	1052	14	the	the	DET
afs-72267	1052	15	problem	problem	NOUN
afs-72267	1052	16	consequently	consequently	ADV
afs-72267	1052	17	consists	consist	VERB
afs-72267	1052	18	of	of	ADP
afs-72267	1052	19	finding	find	VERB
afs-72267	1052	20	an	an	DET
afs-72267	1052	21	average	average	ADJ
afs-72267	1052	22	lag	lag	NOUN
afs-72267	1052	23	.	.	PUNCT
afs-72267	1053	1	griliches	griliche	NOUN
afs-72267	1053	2	(	(	PUNCT
afs-72267	1053	3	1964	1964	NUM
afs-72267	1053	4	)	)	PUNCT
afs-72267	1053	5	basic	basic	ADJ
afs-72267	1053	6	way	way	NOUN
afs-72267	1053	7	of	of	ADP
afs-72267	1053	8	treating	treat	VERB
afs-72267	1053	9	the	the	DET
afs-72267	1053	10	lags	lag	NOUN
afs-72267	1053	11	was	be	AUX
afs-72267	1053	12	to	to	PART
afs-72267	1053	13	define	define	VERB
afs-72267	1053	14	research	research	NOUN
afs-72267	1053	15	costs	cost	NOUN
afs-72267	1053	16	as	as	ADP
afs-72267	1053	17	the	the	DET
afs-72267	1053	18	average	average	NOUN
afs-72267	1053	19	of	of	ADP
afs-72267	1053	20	the	the	DET
afs-72267	1053	21	research	research	NOUN
afs-72267	1053	22	costs	cost	NOUN
afs-72267	1053	23	of	of	ADP
afs-72267	1053	24	the	the	DET
afs-72267	1053	25	previous	previous	ADJ
afs-72267	1053	26	year	year	NOUN
afs-72267	1053	27	and	and	CCONJ
afs-72267	1053	28	six	six	NUM
afs-72267	1053	29	years	year	NOUN
afs-72267	1053	30	prior	prior	ADV
afs-72267	1053	31	to	to	ADP
afs-72267	1053	32	the	the	DET
afs-72267	1053	33	observed	observe	VERB
afs-72267	1053	34	output	output	NOUN
afs-72267	1053	35	year	year	NOUN
afs-72267	1053	36	.	.	PUNCT
afs-72267	1054	1	this	this	DET
afs-72267	1054	2	arbitrary	arbitrary	ADJ
afs-72267	1054	3	treatment	treatment	NOUN
afs-72267	1054	4	can	can	AUX
afs-72267	1054	5	not	not	PART
afs-72267	1054	6	be	be	AUX
afs-72267	1054	7	considered	consider	VERB
afs-72267	1054	8	sufficient	sufficient	ADJ
afs-72267	1054	9	.	.	PUNCT
afs-72267	1055	1	since	since	SCONJ
afs-72267	1055	2	simple	simple	ADJ
afs-72267	1055	3	lags	lag	NOUN
afs-72267	1055	4	do	do	AUX
afs-72267	1055	5	not	not	PART
afs-72267	1055	6	provide	provide	VERB
afs-72267	1055	7	a	a	DET
afs-72267	1055	8	satisfactory	satisfactory	ADJ
afs-72267	1055	9	explanation	explanation	NOUN
afs-72267	1055	10	;	;	PUNCT
afs-72267	1055	11	a	a	DET
afs-72267	1055	12	specific	specific	ADJ
afs-72267	1055	13	lag	lag	NOUN
afs-72267	1055	14	function	function	NOUN
afs-72267	1055	15	needs	need	VERB
afs-72267	1055	16	to	to	PART
afs-72267	1055	17	be	be	AUX
afs-72267	1055	18	specified	specify	VERB
afs-72267	1055	19	.	.	PUNCT
afs-72267	1056	1	one	one	NUM
afs-72267	1056	2	possibility	possibility	NOUN
afs-72267	1056	3	is	be	AUX
afs-72267	1056	4	to	to	PART
afs-72267	1056	5	estimate	estimate	VERB
afs-72267	1056	6	different	different	ADJ
afs-72267	1056	7	lags	lag	NOUN
afs-72267	1056	8	directly	directly	ADV
afs-72267	1056	9	by	by	ADP
afs-72267	1056	10	applying	apply	VERB
afs-72267	1056	11	the	the	DET
afs-72267	1056	12	ordinary	ordinary	ADJ
afs-72267	1056	13	least	least	ADJ
afs-72267	1056	14	squares	square	NOUN
afs-72267	1056	15	criterion	criterion	NOUN
afs-72267	1056	16	.	.	PUNCT
afs-72267	1057	1	according	accord	VERB
afs-72267	1057	2	to	to	ADP
afs-72267	1057	3	pindyck	pindyck	ADJ
afs-72267	1057	4	and	and	CCONJ
afs-72267	1057	5	rubinfeld	rubinfeld	NOUN
afs-72267	1057	6	(	(	PUNCT
afs-72267	1057	7	1981	1981	NUM
afs-72267	1057	8	)	)	PUNCT
afs-72267	1057	9	this	this	PRON
afs-72267	1057	10	leads	lead	VERB
afs-72267	1057	11	to	to	ADP
afs-72267	1057	12	problems	problem	NOUN
afs-72267	1057	13	through	through	ADP
afs-72267	1057	14	losses	loss	NOUN
afs-72267	1057	15	of	of	ADP
afs-72267	1057	16	degrees	degree	NOUN
afs-72267	1057	17	of	of	ADP
afs-72267	1057	18	freedom	freedom	NOUN
afs-72267	1057	19	and	and	CCONJ
afs-72267	1057	20	because	because	SCONJ
afs-72267	1057	21	of	of	ADP
afs-72267	1057	22	the	the	DET
afs-72267	1057	23	heavy	heavy	ADJ
afs-72267	1057	24	multicollinearity	multicollinearity	NOUN
afs-72267	1057	25	resulting	result	VERB
afs-72267	1057	26	from	from	ADP
afs-72267	1057	27	the	the	DET
afs-72267	1057	28	large	large	ADJ
afs-72267	1057	29	number	number	NOUN
afs-72267	1057	30	of	of	ADP
afs-72267	1057	31	variables	variable	NOUN
afs-72267	1057	32	.	.	PUNCT
afs-72267	1058	1	moreover	moreover	ADV
afs-72267	1058	2	,	,	PUNCT
afs-72267	1058	3	the	the	DET
afs-72267	1058	4	picture	picture	NOUN
afs-72267	1058	5	of	of	ADP
afs-72267	1058	6	the	the	DET
afs-72267	1058	7	form	form	NOUN
afs-72267	1058	8	of	of	ADP
afs-72267	1058	9	the	the	DET
afs-72267	1058	10	lag	lag	NOUN
afs-72267	1058	11	may	may	AUX
afs-72267	1058	12	remain	remain	VERB
afs-72267	1058	13	unclear	unclear	ADJ
afs-72267	1058	14	.	.	PUNCT
afs-72267	1059	1	ravenscraft	ravenscraft	NOUN
afs-72267	1059	2	and	and	CCONJ
afs-72267	1059	3	scherer	scherer	PROPN
afs-72267	1059	4	(	(	PUNCT
afs-72267	1059	5	1982	1982	NUM
afs-72267	1059	6	)	)	PUNCT
afs-72267	1059	7	note	note	NOUN
afs-72267	1059	8	that	that	SCONJ
afs-72267	1059	9	it	it	PRON
afs-72267	1059	10	takes	take	VERB
afs-72267	1059	11	three	three	NUM
afs-72267	1059	12	years	year	NOUN
afs-72267	1059	13	,	,	PUNCT
afs-72267	1059	14	on	on	ADP
afs-72267	1059	15	average	average	ADJ
afs-72267	1059	16	,	,	PUNCT
afs-72267	1059	17	to	to	PART
afs-72267	1059	18	complete	complete	VERB
afs-72267	1059	19	industrial	industrial	ADJ
afs-72267	1059	20	research	research	NOUN
afs-72267	1059	21	and	and	CCONJ
afs-72267	1059	22	development	development	NOUN
afs-72267	1059	23	projects	project	NOUN
afs-72267	1059	24	.	.	PUNCT
afs-72267	1060	1	they	they	PRON
afs-72267	1060	2	also	also	ADV
afs-72267	1060	3	state	state	VERB
afs-72267	1060	4	that	that	SCONJ
afs-72267	1060	5	in	in	ADP
afs-72267	1060	6	measuring	measure	VERB
afs-72267	1060	7	the	the	DET
afs-72267	1060	8	returns	return	NOUN
afs-72267	1060	9	from	from	ADP
afs-72267	1060	10	research	research	NOUN
afs-72267	1060	11	and	and	CCONJ
afs-72267	1060	12	development	development	NOUN
afs-72267	1060	13	,	,	PUNCT
afs-72267	1060	14	the	the	DET
afs-72267	1060	15	time	time	NOUN
afs-72267	1060	16	-	-	PUNCT
afs-72267	1060	17	lag	lag	NOUN
afs-72267	1060	18	factor	factor	NOUN
afs-72267	1060	19	in	in	ADP
afs-72267	1060	20	most	most	ADJ
afs-72267	1060	21	econometric	econometric	ADJ
afs-72267	1060	22	studies	study	NOUN
afs-72267	1060	23	has	have	AUX
afs-72267	1060	24	been	be	AUX
afs-72267	1060	25	assumed	assume	VERB
afs-72267	1060	26	to	to	PART
afs-72267	1060	27	have	have	VERB
afs-72267	1060	28	a	a	DET
afs-72267	1060	29	constant	constant	ADJ
afs-72267	1060	30	rate	rate	NOUN
afs-72267	1060	31	of	of	ADP
afs-72267	1060	32	decline	decline	NOUN
afs-72267	1060	33	,	,	PUNCT
afs-72267	1060	34	because	because	SCONJ
afs-72267	1060	35	of	of	ADP
afs-72267	1060	36	the	the	DET
afs-72267	1060	37	convenience	convenience	NOUN
afs-72267	1060	38	of	of	ADP
afs-72267	1060	39	the	the	DET
afs-72267	1060	40	koyck	koyck	ADJ
afs-72267	1060	41	transformation	transformation	NOUN
afs-72267	1060	42	.	.	PUNCT
afs-72267	1061	1	they	they	PRON
afs-72267	1061	2	argue	argue	VERB
afs-72267	1061	3	that	that	SCONJ
afs-72267	1061	4	,	,	PUNCT
afs-72267	1061	5	for	for	ADP
afs-72267	1061	6	instance	instance	NOUN
afs-72267	1061	7	a	a	DET
afs-72267	1061	8	bell	bell	NOUN
afs-72267	1061	9	-	-	PUNCT
afs-72267	1061	10	shaped	shape	VERB
afs-72267	1061	11	curve	curve	NOUN
afs-72267	1061	12	describing	describe	VERB
afs-72267	1061	13	the	the	DET
afs-72267	1061	14	lag	lag	NOUN
afs-72267	1061	15	structure	structure	NOUN
afs-72267	1061	16	may	may	AUX
afs-72267	1061	17	be	be	AUX
afs-72267	1061	18	more	more	ADV
afs-72267	1061	19	correct	correct	ADJ
afs-72267	1061	20	.	.	PUNCT
afs-72267	1062	1	such	such	DET
afs-72267	1062	2	a	a	DET
afs-72267	1062	3	curve	curve	NOUN
afs-72267	1062	4	could	could	AUX
afs-72267	1062	5	be	be	AUX
afs-72267	1062	6	provided	provide	VERB
afs-72267	1062	7	by	by	ADP
afs-72267	1062	8	almon	almon	PROPN
afs-72267	1062	9	lags	lag	NOUN
afs-72267	1062	10	.	.	PUNCT
afs-72267	1063	1	preliminary	preliminary	ADJ
afs-72267	1063	2	experiments	experiment	NOUN
afs-72267	1063	3	with	with	ADP
afs-72267	1063	4	almon	almon	PROPN
afs-72267	1063	5	lags	lag	NOUN
afs-72267	1063	6	,	,	PUNCT
afs-72267	1063	7	however	however	ADV
afs-72267	1063	8	,	,	PUNCT
afs-72267	1063	9	uncovered	uncover	VERB
afs-72267	1063	10	serious	serious	ADJ
afs-72267	1063	11	drawbacks	drawback	NOUN
afs-72267	1063	12	,	,	PUNCT
afs-72267	1063	13	according	accord	VERB
afs-72267	1063	14	to	to	ADP
afs-72267	1063	15	them	they	PRON
afs-72267	1063	16	.	.	PUNCT
afs-72267	1064	1	whether	whether	SCONJ
afs-72267	1064	2	this	this	PRON
afs-72267	1064	3	is	be	AUX
afs-72267	1064	4	the	the	DET
afs-72267	1064	5	case	case	NOUN
afs-72267	1064	6	for	for	ADP
afs-72267	1064	7	agricultural	agricultural	ADJ
afs-72267	1064	8	research	research	NOUN
afs-72267	1064	9	is	be	AUX
afs-72267	1064	10	not	not	PART
afs-72267	1064	11	known	know	VERB
afs-72267	1064	12	.	.	PUNCT
afs-72267	1065	1	pindyck	pindyck	ADJ
afs-72267	1065	2	and	and	CCONJ
afs-72267	1065	3	rubinfeld	rubinfeld	NOUN
afs-72267	1065	4	(	(	PUNCT
afs-72267	1065	5	1981	1981	NUM
afs-72267	1065	6	)	)	PUNCT
afs-72267	1065	7	present	present	VERB
afs-72267	1065	8	the	the	DET
afs-72267	1065	9	general	general	ADJ
afs-72267	1065	10	form	form	NOUN
afs-72267	1065	11	for	for	ADP
afs-72267	1065	12	a	a	DET
afs-72267	1065	13	distributed	distribute	VERB
afs-72267	1065	14	lag	lag	NOUN
afs-72267	1065	15	model	model	NOUN
afs-72267	1065	16	as	as	ADP
afs-72267	1065	17	:	:	PUNCT
afs-72267	1065	18	(	(	PUNCT
afs-72267	1065	19	3.18	3.18	NUM
afs-72267	1065	20	)	)	PUNCT
afs-72267	1065	21	y	y	PROPN
afs-72267	1065	22	,	,	PUNCT
afs-72267	1065	23	a	a	DET
afs-72267	1065	24	+	+	X
afs-72267	1065	25	p	p	X
afs-72267	1065	26	ox	ox	NOUN
afs-72267	1065	27	,	,	PUNCT
afs-72267	1065	28	+	+	CCONJ
afs-72267	1065	29	p|x	p|x	ADJ
afs-72267	1065	30	,	,	PUNCT
afs-72267	1065	31	_	_	NOUN
afs-72267	1065	32	!	!	PUNCT
afs-72267	1066	1	+	+	CCONJ
afs-72267	1066	2	p2x._2	p2x._2	X
afs-72267	1067	1	+	+	CCONJ
afs-72267	1067	2	=	=	PUNCT
afs-72267	1067	3	a	a	PRON
afs-72267	1067	4	+	+	X
afs-72267	1068	1	[	[	X
afs-72267	1068	2	^o	^o	X
afs-72267	1068	3	pzx._z	pzx._z	NOUN
afs-72267	1068	4	+	+	CCONJ
afs-72267	1068	5	e	e	NOUN
afs-72267	1068	6	,	,	PUNCT
afs-72267	1068	7	vuori	vuori	NOUN
afs-72267	1068	8	(	(	PUNCT
afs-72267	1068	9	1984	1984	NUM
afs-72267	1068	10	)	)	PUNCT
afs-72267	1068	11	used	use	VERB
afs-72267	1068	12	a	a	DET
afs-72267	1068	13	geometric	geometric	ADJ
afs-72267	1068	14	(	(	PUNCT
afs-72267	1068	15	koyck	koyck	ADJ
afs-72267	1068	16	)	)	PUNCT
afs-72267	1068	17	time	time	NOUN
afs-72267	1068	18	lag	lag	NOUN
afs-72267	1068	19	and	and	CCONJ
afs-72267	1068	20	an	an	DET
afs-72267	1068	21	almon	almon	PROPN
afs-72267	1068	22	lag	lag	PROPN
afs-72267	1068	23	.	.	PUNCT
afs-72267	1069	1	duncan	duncan	PROPN
afs-72267	1069	2	(	(	PUNCT
afs-72267	1069	3	1972	1972	NUM
afs-72267	1069	4	)	)	PUNCT
afs-72267	1069	5	also	also	ADV
afs-72267	1069	6	used	use	VERB
afs-72267	1069	7	almon	almon	PROPN
afs-72267	1069	8	lags	lag	NOUN
afs-72267	1069	9	of	of	ADP
afs-72267	1069	10	degrees	degree	NOUN
afs-72267	1069	11	three	three	NUM
afs-72267	1069	12	and	and	CCONJ
afs-72267	1069	13	four	four	NUM
afs-72267	1069	14	in	in	ADP
afs-72267	1069	15	estimating	estimate	VERB
afs-72267	1069	16	the	the	DET
afs-72267	1069	17	returns	return	NOUN
afs-72267	1069	18	from	from	ADP
afs-72267	1069	19	australian	australian	ADJ
afs-72267	1069	20	pasture	pasture	NOUN
afs-72267	1069	21	research	research	NOUN
afs-72267	1069	22	(	(	PUNCT
afs-72267	1069	23	see	see	VERB
afs-72267	1069	24	section	section	NOUN
afs-72267	1069	25	2.4.6	2.4.6	NUM
afs-72267	1069	26	.	.	PUNCT
afs-72267	1069	27	)	)	PUNCT
afs-72267	1069	28	.	.	PUNCT
afs-72267	1070	1	the	the	DET
afs-72267	1070	2	geometric	geometric	ADJ
afs-72267	1070	3	lag	lag	NOUN
afs-72267	1070	4	depends	depend	VERB
afs-72267	1070	5	on	on	ADP
afs-72267	1070	6	only	only	ADV
afs-72267	1070	7	two	two	NUM
afs-72267	1070	8	parameters	parameter	NOUN
afs-72267	1070	9	.	.	PUNCT
afs-72267	1071	1	the	the	DET
afs-72267	1071	2	parameters	parameter	NOUN
afs-72267	1071	3	p	p	NOUN
afs-72267	1071	4	are	be	AUX
afs-72267	1071	5	assumed	assume	VERB
afs-72267	1071	6	to	to	PART
afs-72267	1071	7	decrease	decrease	VERB
afs-72267	1071	8	exponentially	exponentially	ADV
afs-72267	1071	9	with	with	ADP
afs-72267	1071	10	time	time	NOUN
afs-72267	1071	11	(	(	PUNCT
afs-72267	1071	12	wonnacott	wonnacott	NOUN
afs-72267	1071	13	and	and	CCONJ
afs-72267	1071	14	wonnacott	wonnacott	PROPN
afs-72267	1071	15	1970	1970	NUM
afs-72267	1071	16	)	)	PUNCT
afs-72267	1071	17	.	.	PUNCT
afs-72267	1072	1	if	if	SCONJ
afs-72267	1072	2	the	the	DET
afs-72267	1072	3	general	general	ADJ
afs-72267	1072	4	form	form	NOUN
afs-72267	1072	5	of	of	ADP
afs-72267	1072	6	the	the	DET
afs-72267	1072	7	model	model	NOUN
afs-72267	1072	8	is	be	AUX
afs-72267	1072	9	:	:	PUNCT
afs-72267	1072	10	(	(	PUNCT
afs-72267	1072	11	3.19	3.19	NUM
afs-72267	1072	12	)	)	PUNCT
afs-72267	1072	13	y	y	NOUN
afs-72267	1072	14	,	,	PUNCT
afs-72267	1072	15	=	=	SYM
afs-72267	1072	16	30x	30x	PROPN
afs-72267	1072	17	t	t	NOUN
afs-72267	1072	18	+	+	CCONJ
afs-72267	1072	19	p	p	X
afs-72267	1072	20	,	,	PUNCT
afs-72267	1072	21	x	x	X
afs-72267	1072	22	,	,	PUNCT
afs-72267	1072	23	_	_	PUNCT
afs-72267	1073	1	i	i	PRON
afs-72267	1073	2	+	+	X
afs-72267	1073	3	p	p	X
afs-72267	1073	4	2x,-2	2x,-2	NUM
afs-72267	1073	5	+	+	CCONJ
afs-72267	1073	6	•	•	NUM
afs-72267	1073	7	•	•	NOUN
afs-72267	1073	8	•	•	NOUN
afs-72267	1073	9	+	+	CCONJ
afs-72267	1073	10	3nx	3nx	NOUN
afs-72267	1073	11	,	,	PUNCT
afs-72267	1073	12	_	_	NOUN
afs-72267	1073	13	„	„	PUNCT
afs-72267	1074	1	+	+	CCONJ
afs-72267	1074	2	e	e	X
afs-72267	1074	3	,	,	PUNCT
afs-72267	1074	4	the	the	DET
afs-72267	1074	5	geometric	geometric	ADJ
afs-72267	1074	6	lag	lag	NOUN
afs-72267	1074	7	will	will	AUX
afs-72267	1074	8	be	be	AUX
afs-72267	1074	9	expressed	express	VERB
afs-72267	1074	10	by	by	ADP
afs-72267	1074	11	:	:	PUNCT
afs-72267	1074	12	(	(	PUNCT
afs-72267	1074	13	3.20	3.20	NUM
afs-72267	1074	14	)	)	PUNCT
afs-72267	1074	15	pj	pj	PROPN
afs-72267	1075	1	=	=	PUNCT
afs-72267	1075	2	p	p	NOUN
afs-72267	1075	3	0	0	NUM
afs-72267	1075	4	tj	tj	NOUN
afs-72267	1075	5	where	where	SCONJ
afs-72267	1075	6	0	0	NUM
afs-72267	1075	7	<	<	X
afs-72267	1075	8	x	x	X
afs-72267	1075	9	<	<	X
afs-72267	1075	10	1	1	NUM
afs-72267	1075	11	since	since	SCONJ
afs-72267	1075	12	the	the	DET
afs-72267	1075	13	weights	weight	NOUN
afs-72267	1075	14	of	of	ADP
afs-72267	1075	15	the	the	DET
afs-72267	1075	16	lagged	lag	VERB
afs-72267	1075	17	explanatory	explanatory	ADJ
afs-72267	1075	18	variables	variable	NOUN
afs-72267	1075	19	decline	decline	VERB
afs-72267	1075	20	with	with	ADP
afs-72267	1075	21	time	time	NOUN
afs-72267	1075	22	,	,	PUNCT
afs-72267	1075	23	the	the	DET
afs-72267	1075	24	geometric	geometric	ADJ
afs-72267	1075	25	lag	lag	NOUN
afs-72267	1075	26	can	can	AUX
afs-72267	1075	27	not	not	PART
afs-72267	1075	28	be	be	AUX
afs-72267	1075	29	considered	consider	VERB
afs-72267	1075	30	the	the	DET
afs-72267	1075	31	best	good	ADJ
afs-72267	1075	32	possible	possible	ADJ
afs-72267	1075	33	.	.	PUNCT
afs-72267	1076	1	instead	instead	ADV
afs-72267	1076	2	a	a	DET
afs-72267	1076	3	polynomially	polynomially	ADV
afs-72267	1076	4	distributed	distribute	VERB
afs-72267	1076	5	lag	lag	NOUN
afs-72267	1076	6	,	,	PUNCT
afs-72267	1076	7	or	or	CCONJ
afs-72267	1076	8	almon	almon	PROPN
afs-72267	1076	9	lag	lag	PROPN
afs-72267	1076	10	,	,	PUNCT
afs-72267	1076	11	theoretically	theoretically	ADV
afs-72267	1076	12	could	could	AUX
afs-72267	1076	13	fit	fit	VERB
afs-72267	1076	14	the	the	DET
afs-72267	1076	15	research	research	NOUN
afs-72267	1076	16	variable	variable	NOUN
afs-72267	1076	17	.	.	PUNCT
afs-72267	1077	1	the	the	DET
afs-72267	1077	2	almon	almon	PROPN
afs-72267	1077	3	lag	lag	PROPN
afs-72267	1077	4	is	be	AUX
afs-72267	1077	5	based	base	VERB
afs-72267	1077	6	on	on	ADP
afs-72267	1077	7	the	the	DET
afs-72267	1077	8	assumption	assumption	NOUN
afs-72267	1077	9	that	that	SCONJ
afs-72267	1077	10	the	the	DET
afs-72267	1077	11	lag	lag	NOUN
afs-72267	1077	12	structure	structure	NOUN
afs-72267	1077	13	is	be	AUX
afs-72267	1077	14	a	a	DET
afs-72267	1077	15	polynomial	polynomial	NOUN
afs-72267	1077	16	of	of	ADP
afs-72267	1077	17	some	some	DET
afs-72267	1077	18	degree	degree	NOUN
afs-72267	1077	19	n	n	CCONJ
afs-72267	1077	20	,	,	PUNCT
afs-72267	1077	21	with	with	ADP
afs-72267	1077	22	n	n	PRON
afs-72267	1077	23	+	+	CCONJ
afs-72267	1077	24	1	1	NUM
afs-72267	1077	25	parameters	parameter	NOUN
afs-72267	1077	26	.	.	PUNCT
afs-72267	1078	1	the	the	DET
afs-72267	1078	2	original	original	ADJ
afs-72267	1078	3	lag	lag	NOUN
afs-72267	1078	4	specification	specification	NOUN
afs-72267	1078	5	with	with	ADP
afs-72267	1078	6	s	s	NOUN
afs-72267	1078	7	number	number	NOUN
afs-72267	1078	8	of	of	ADP
afs-72267	1078	9	lags	lag	NOUN
afs-72267	1078	10	is	be	AUX
afs-72267	1078	11	:	:	PUNCT
afs-72267	1078	12	(	(	PUNCT
afs-72267	1078	13	3.21	3.21	NUM
afs-72267	1078	14	)	)	PUNCT
afs-72267	1078	15	y	y	NOUN
afs-72267	1078	16	,	,	PUNCT
afs-72267	1078	17	=	=	NOUN
afs-72267	1078	18	3	3	NUM
afs-72267	1078	19	,	,	PUNCT
afs-72267	1078	20	+	+	CCONJ
afs-72267	1078	21	32x	32x	NOUN
afs-72267	1078	22	,	,	PUNCT
afs-72267	1078	23	+	+	CCONJ
afs-72267	1079	1	p	p	X
afs-72267	1079	2	,	,	PUNCT
afs-72267	1079	3	x.-	x.-	NOUN
afs-72267	1079	4	,	,	PUNCT
afs-72267	1079	5	+	+	CCONJ
afs-72267	1079	6	..	..	PUNCT
afs-72267	1080	1	+	+	CCONJ
afs-72267	1080	2	3s	3s	NUM
afs-72267	1080	3	+	+	CCONJ
afs-72267	1080	4	2	2	NUM
afs-72267	1080	5	x._s	x._s	PROPN
afs-72267	1080	6	+	+	CCONJ
afs-72267	1080	7	e	e	NOUN
afs-72267	1080	8	,	,	PUNCT
afs-72267	1080	9	instead	instead	ADV
afs-72267	1080	10	of	of	ADP
afs-72267	1080	11	estimating	estimate	VERB
afs-72267	1080	12	the	the	DET
afs-72267	1080	13	coefficients	coefficient	NOUN
afs-72267	1080	14	p	p	X
afs-72267	1080	15	,	,	PUNCT
afs-72267	1080	16	directly	directly	ADV
afs-72267	1080	17	(	(	PUNCT
afs-72267	1080	18	as	as	SCONJ
afs-72267	1080	19	could	could	AUX
afs-72267	1080	20	be	be	AUX
afs-72267	1080	21	done	do	VERB
afs-72267	1080	22	in	in	ADP
afs-72267	1080	23	the	the	DET
afs-72267	1080	24	geometric	geometric	ADJ
afs-72267	1080	25	lag	lag	NOUN
afs-72267	1080	26	)	)	PUNCT
afs-72267	1080	27	,	,	PUNCT
afs-72267	1080	28	we	we	PRON
afs-72267	1080	29	think	think	VERB
afs-72267	1080	30	of	of	ADP
afs-72267	1080	31	the	the	DET
afs-72267	1080	32	lag	lag	NOUN
afs-72267	1080	33	as	as	ADP
afs-72267	1080	34	a	a	DET
afs-72267	1080	35	polynomial	polynomial	NOUN
afs-72267	1080	36	.	.	PUNCT
afs-72267	1081	1	the	the	DET
afs-72267	1081	2	polynomial	polynomial	NOUN
afs-72267	1081	3	of	of	ADP
afs-72267	1081	4	degree	degree	NOUN
afs-72267	1081	5	three	three	NUM
afs-72267	1081	6	is	be	AUX
afs-72267	1081	7	:	:	PUNCT
afs-72267	1081	8	(	(	PUNCT
afs-72267	1081	9	3.22	3.22	NUM
afs-72267	1081	10	)	)	PUNCT
afs-72267	1082	1	=	=	NOUN
afs-72267	1082	2	y0	y0	NOUN
afs-72267	1082	3	+	+	CCONJ
afs-72267	1083	1	y.j	y.j	PROPN
afs-72267	1083	2	+	+	CCONJ
afs-72267	1083	3	y2j	y2j	PROPN
afs-72267	1083	4	2	2	NUM
afs-72267	1083	5	+	+	CCONJ
afs-72267	1083	6	y3j	y3j	VERB
afs-72267	1083	7	3	3	NUM
afs-72267	1083	8	in	in	ADP
afs-72267	1083	9	a	a	DET
afs-72267	1083	10	more	more	ADV
afs-72267	1083	11	general	general	ADJ
afs-72267	1083	12	formulation	formulation	NOUN
afs-72267	1083	13	p	p	NOUN
afs-72267	1083	14	;	;	PUNCT
afs-72267	1083	15	is	be	AUX
afs-72267	1083	16	a	a	DET
afs-72267	1083	17	function	function	NOUN
afs-72267	1083	18	f(j	f(j	NOUN
afs-72267	1083	19	)	)	PUNCT
afs-72267	1083	20	.	.	PUNCT
afs-72267	1084	1	the	the	DET
afs-72267	1084	2	polynomial	polynomial	ADJ
afs-72267	1084	3	(	(	PUNCT
afs-72267	1084	4	3.22	3.22	NUM
afs-72267	1084	5	)	)	PUNCT
afs-72267	1084	6	can	can	AUX
afs-72267	1084	7	be	be	AUX
afs-72267	1084	8	approximated	approximate	VERB
afs-72267	1084	9	by	by	ADP
afs-72267	1084	10	more	more	ADJ
afs-72267	1084	11	simple	simple	ADJ
afs-72267	1084	12	functions	function	NOUN
afs-72267	1084	13	.	.	PUNCT
afs-72267	1085	1	through	through	ADP
afs-72267	1085	2	the	the	DET
afs-72267	1085	3	almon	almon	PROPN
afs-72267	1085	4	procedure	procedure	NOUN
afs-72267	1085	5	these	these	ADV
afs-72267	1085	6	simpler	simple	ADJ
afs-72267	1085	7	292	292	NUM
afs-72267	1085	8	transformations	transformation	NOUN
afs-72267	1085	9	are	be	AUX
afs-72267	1085	10	estimated	estimate	VERB
afs-72267	1085	11	in	in	ADP
afs-72267	1085	12	order	order	NOUN
afs-72267	1085	13	to	to	PART
afs-72267	1085	14	receive	receive	VERB
afs-72267	1085	15	estimates	estimate	NOUN
afs-72267	1085	16	pj	pj	PROPN
afs-72267	1085	17	.	.	PUNCT
afs-72267	1086	1	the	the	DET
afs-72267	1086	2	procedure	procedure	NOUN
afs-72267	1086	3	reduces	reduce	VERB
afs-72267	1086	4	the	the	DET
afs-72267	1086	5	number	number	NOUN
afs-72267	1086	6	of	of	ADP
afs-72267	1086	7	parameters	parameter	NOUN
afs-72267	1086	8	to	to	PART
afs-72267	1086	9	be	be	AUX
afs-72267	1086	10	estimated	estimate	VERB
afs-72267	1086	11	,	,	PUNCT
afs-72267	1086	12	and	and	CCONJ
afs-72267	1086	13	probably	probably	ADV
afs-72267	1086	14	also	also	ADV
afs-72267	1086	15	problems	problem	VERB
afs-72267	1086	16	with	with	ADP
afs-72267	1086	17	losses	loss	NOUN
afs-72267	1086	18	of	of	ADP
afs-72267	1086	19	degrees	degree	NOUN
afs-72267	1086	20	of	of	ADP
afs-72267	1086	21	freedom	freedom	NOUN
afs-72267	1086	22	and	and	CCONJ
afs-72267	1086	23	multicollinearity	multicollinearity	NOUN
afs-72267	1086	24	.	.	PUNCT
afs-72267	1087	1	figure	figure	NOUN
afs-72267	1087	2	12	12	NUM
afs-72267	1087	3	shows	show	VERB
afs-72267	1087	4	possible	possible	ADJ
afs-72267	1087	5	shapes	shape	NOUN
afs-72267	1087	6	of	of	ADP
afs-72267	1087	7	the	the	DET
afs-72267	1087	8	almon	almon	PROPN
afs-72267	1087	9	lag	lag	PROPN
afs-72267	1087	10	for	for	ADP
afs-72267	1087	11	polynomials	polynomial	NOUN
afs-72267	1087	12	of	of	ADP
afs-72267	1087	13	various	various	ADJ
afs-72267	1087	14	degrees	degree	NOUN
afs-72267	1087	15	.	.	PUNCT
afs-72267	1088	1	the	the	DET
afs-72267	1088	2	almon	almon	PROPN
afs-72267	1088	3	lags	lag	NOUN
afs-72267	1088	4	of	of	ADP
afs-72267	1088	5	degrees	degree	NOUN
afs-72267	1088	6	higher	high	ADJ
afs-72267	1088	7	than	than	ADP
afs-72267	1088	8	one	one	NUM
afs-72267	1088	9	seem	seem	VERB
afs-72267	1088	10	to	to	PART
afs-72267	1088	11	provide	provide	VERB
afs-72267	1088	12	a	a	DET
afs-72267	1088	13	suitable	suitable	ADJ
afs-72267	1088	14	possibility	possibility	NOUN
afs-72267	1088	15	to	to	PART
afs-72267	1088	16	take	take	VERB
afs-72267	1088	17	the	the	DET
afs-72267	1088	18	adjustment	adjustment	NOUN
afs-72267	1088	19	process	process	NOUN
afs-72267	1088	20	into	into	ADP
afs-72267	1088	21	account	account	NOUN
afs-72267	1088	22	.	.	PUNCT
afs-72267	1089	1	the	the	DET
afs-72267	1089	2	main	main	ADJ
afs-72267	1089	3	effect	effect	NOUN
afs-72267	1089	4	of	of	ADP
afs-72267	1089	5	the	the	DET
afs-72267	1089	6	explanatory	explanatory	ADJ
afs-72267	1089	7	variables	variable	NOUN
afs-72267	1089	8	can	can	AUX
afs-72267	1089	9	be	be	AUX
afs-72267	1089	10	assumed	assume	VERB
afs-72267	1089	11	to	to	PART
afs-72267	1089	12	lie	lie	VERB
afs-72267	1089	13	many	many	ADJ
afs-72267	1089	14	periods	period	NOUN
afs-72267	1089	15	of	of	ADP
afs-72267	1089	16	time	time	NOUN
afs-72267	1089	17	in	in	ADP
afs-72267	1089	18	the	the	DET
afs-72267	1089	19	past	past	NOUN
afs-72267	1089	20	.	.	PUNCT
afs-72267	1090	1	in	in	ADP
afs-72267	1090	2	order	order	NOUN
afs-72267	1090	3	to	to	PART
afs-72267	1090	4	estimate	estimate	VERB
afs-72267	1090	5	the	the	DET
afs-72267	1090	6	transformed	transform	VERB
afs-72267	1090	7	variables	variable	NOUN
afs-72267	1090	8	,	,	PUNCT
afs-72267	1090	9	certain	certain	ADJ
afs-72267	1090	10	assumptions	assumption	NOUN
afs-72267	1090	11	on	on	ADP
afs-72267	1090	12	the	the	DET
afs-72267	1090	13	distribution	distribution	NOUN
afs-72267	1090	14	and	and	CCONJ
afs-72267	1090	15	length	length	NOUN
afs-72267	1090	16	of	of	ADP
afs-72267	1090	17	the	the	DET
afs-72267	1090	18	lag	lag	NOUN
afs-72267	1090	19	structure	structure	NOUN
afs-72267	1090	20	need	need	VERB
afs-72267	1090	21	to	to	PART
afs-72267	1090	22	be	be	AUX
afs-72267	1090	23	made	make	VERB
afs-72267	1090	24	.	.	PUNCT
afs-72267	1091	1	the	the	DET
afs-72267	1091	2	polynomial	polynomial	NOUN
afs-72267	1091	3	of	of	ADP
afs-72267	1091	4	degrees	degree	NOUN
afs-72267	1091	5	two	two	NUM
afs-72267	1091	6	and	and	CCONJ
afs-72267	1091	7	three	three	NUM
afs-72267	1091	8	seem	seem	VERB
afs-72267	1091	9	to	to	PART
afs-72267	1091	10	be	be	AUX
afs-72267	1091	11	logical	logical	ADJ
afs-72267	1091	12	in	in	ADP
afs-72267	1091	13	estimating	estimate	VERB
afs-72267	1091	14	the	the	DET
afs-72267	1091	15	lags	lag	NOUN
afs-72267	1091	16	for	for	ADP
afs-72267	1091	17	research	research	NOUN
afs-72267	1091	18	.	.	PUNCT
afs-72267	1092	1	the	the	DET
afs-72267	1092	2	almon	almon	PROPN
afs-72267	1092	3	procedure	procedure	NOUN
afs-72267	1092	4	was	be	AUX
afs-72267	1092	5	used	use	VERB
afs-72267	1092	6	by	by	ADP
afs-72267	1092	7	nevala	nevala	NOUN
afs-72267	1092	8	(	(	PUNCT
afs-72267	1092	9	1976	1976	NUM
afs-72267	1092	10	)	)	PUNCT
afs-72267	1092	11	in	in	ADP
afs-72267	1092	12	a	a	DET
afs-72267	1092	13	model	model	NOUN
afs-72267	1092	14	estimating	estimate	VERB
afs-72267	1092	15	the	the	DET
afs-72267	1092	16	lagged	lag	VERB
afs-72267	1092	17	responses	response	NOUN
afs-72267	1092	18	of	of	ADP
afs-72267	1092	19	firms	firm	NOUN
afs-72267	1092	20	to	to	ADP
afs-72267	1092	21	changes	change	NOUN
afs-72267	1092	22	in	in	ADP
afs-72267	1092	23	the	the	DET
afs-72267	1092	24	variations	variation	NOUN
afs-72267	1092	25	in	in	ADP
afs-72267	1092	26	prices	price	NOUN
afs-72267	1092	27	of	of	ADP
afs-72267	1092	28	fertilizer	fertilizer	NOUN
afs-72267	1092	29	.	.	PUNCT
afs-72267	1093	1	the	the	DET
afs-72267	1093	2	model	model	NOUN
afs-72267	1093	3	below	below	ADV
afs-72267	1093	4	is	be	AUX
afs-72267	1093	5	,	,	PUNCT
afs-72267	1093	6	to	to	ADP
afs-72267	1093	7	a	a	DET
afs-72267	1093	8	great	great	ADJ
afs-72267	1093	9	extent	extent	NOUN
afs-72267	1093	10	,	,	PUNCT
afs-72267	1093	11	based	base	VERB
afs-72267	1093	12	on	on	ADP
afs-72267	1093	13	the	the	DET
afs-72267	1093	14	formulation	formulation	NOUN
afs-72267	1093	15	of	of	ADP
afs-72267	1093	16	nevala	nevala	NOUN
afs-72267	1093	17	.	.	PUNCT
afs-72267	1094	1	the	the	DET
afs-72267	1094	2	dependent	dependent	ADJ
afs-72267	1094	3	variable	variable	NOUN
afs-72267	1094	4	here	here	ADV
afs-72267	1094	5	is	be	AUX
afs-72267	1094	6	,	,	PUNCT
afs-72267	1094	7	however	however	ADV
afs-72267	1094	8	,	,	PUNCT
afs-72267	1094	9	gross	gross	ADJ
afs-72267	1094	10	production	production	NOUN
afs-72267	1094	11	,	,	PUNCT
afs-72267	1094	12	and	and	CCONJ
afs-72267	1094	13	the	the	DET
afs-72267	1094	14	explanatory	explanatory	ADJ
afs-72267	1094	15	variable	variable	NOUN
afs-72267	1094	16	is	be	AUX
afs-72267	1094	17	the	the	DET
afs-72267	1094	18	lagged	lag	VERB
afs-72267	1094	19	research	research	NOUN
afs-72267	1094	20	input	input	NOUN
afs-72267	1094	21	.	.	PUNCT
afs-72267	1095	1	a	a	DET
afs-72267	1095	2	basic	basic	ADJ
afs-72267	1095	3	model	model	NOUN
afs-72267	1095	4	including	include	VERB
afs-72267	1095	5	distributed	distribute	VERB
afs-72267	1095	6	lags	lag	NOUN
afs-72267	1095	7	,	,	PUNCT
afs-72267	1095	8	where	where	SCONJ
afs-72267	1095	9	the	the	DET
afs-72267	1095	10	effects	effect	NOUN
afs-72267	1095	11	of	of	ADP
afs-72267	1095	12	research	research	NOUN
afs-72267	1095	13	are	be	AUX
afs-72267	1095	14	distributed	distribute	VERB
afs-72267	1095	15	over	over	ADP
afs-72267	1095	16	m	m	NOUN
afs-72267	1095	17	number	number	NOUN
afs-72267	1095	18	of	of	ADP
afs-72267	1095	19	years	year	NOUN
afs-72267	1095	20	,	,	PUNCT
afs-72267	1095	21	can	can	AUX
afs-72267	1095	22	be	be	AUX
afs-72267	1095	23	presented	present	VERB
afs-72267	1095	24	as	as	ADP
afs-72267	1095	25	:	:	PUNCT
afs-72267	1095	26	m	m	PROPN
afs-72267	1095	27	(	(	PUNCT
afs-72267	1095	28	3.23	3.23	NUM
afs-72267	1095	29	)	)	PUNCT
afs-72267	1095	30	y	y	PROPN
afs-72267	1095	31	,	,	PUNCT
afs-72267	1095	32	=	=	SYM
afs-72267	1096	1	j	j	PROPN
afs-72267	1097	1	so	so	ADV
afs-72267	1097	2	p	p	PROPN
afs-72267	1097	3	jx	jx	PROPN
afs-72267	1097	4	,	,	PUNCT
afs-72267	1097	5	_	_	PUNCT
afs-72267	1098	1	j	j	PROPN
afs-72267	1098	2	y	y	PROPN
afs-72267	1098	3	,	,	PUNCT
afs-72267	1098	4	=	=	SYM
afs-72267	1098	5	gross	gross	ADJ
afs-72267	1098	6	output	output	NOUN
afs-72267	1098	7	in	in	ADP
afs-72267	1098	8	year	year	NOUN
afs-72267	1098	9	t	t	PROPN
afs-72267	1098	10	x,_j	x,_j	PUNCT
afs-72267	1099	1	=	=	PUNCT
afs-72267	1099	2	research	research	NOUN
afs-72267	1099	3	input	input	NOUN
afs-72267	1099	4	in	in	ADP
afs-72267	1099	5	year	year	NOUN
afs-72267	1099	6	t	t	PROPN
afs-72267	1099	7	—	—	PUNCT
afs-72267	1099	8	j	j	PROPN
afs-72267	1099	9	if	if	SCONJ
afs-72267	1099	10	the	the	DET
afs-72267	1099	11	coefficients	coefficient	NOUN
afs-72267	1099	12	of	of	ADP
afs-72267	1099	13	regression	regression	NOUN
afs-72267	1099	14	p	p	NOUN
afs-72267	1099	15	;	;	PUNCT
afs-72267	1099	16	(	(	PUNCT
afs-72267	1099	17	j	j	PROPN
afs-72267	1099	18	=	=	SYM
afs-72267	1099	19	2	2	NUM
afs-72267	1099	20	,	,	PUNCT
afs-72267	1099	21	...	...	PUNCT
afs-72267	1100	1	m	m	VERB
afs-72267	1100	2	—	—	PUNCT
afs-72267	1100	3	2	2	X
afs-72267	1100	4	)	)	PUNCT
afs-72267	1100	5	can	can	AUX
afs-72267	1100	6	be	be	AUX
afs-72267	1100	7	assumed	assume	VERB
afs-72267	1100	8	to	to	PART
afs-72267	1100	9	be	be	AUX
afs-72267	1100	10	on	on	ADP
afs-72267	1100	11	the	the	DET
afs-72267	1100	12	numerator	numerator	NOUN
afs-72267	1100	13	of	of	ADP
afs-72267	1100	14	a	a	DET
afs-72267	1100	15	polynomial	polynomial	NOUN
afs-72267	1100	16	of	of	ADP
afs-72267	1100	17	degree	degree	NOUN
afs-72267	1100	18	three	three	NUM
afs-72267	1100	19	,	,	PUNCT
afs-72267	1100	20	which	which	PRON
afs-72267	1100	21	is	be	AUX
afs-72267	1100	22	equal	equal	ADJ
afs-72267	1100	23	to	to	ADP
afs-72267	1100	24	zero	zero	NUM
afs-72267	1100	25	when	when	SCONJ
afs-72267	1100	26	i	i	PRON
afs-72267	1100	27	=	=	VERB
afs-72267	1100	28	m	m	VERB
afs-72267	1100	29	the	the	DET
afs-72267	1100	30	vector	vector	NOUN
afs-72267	1100	31	pj	pj	PROPN
afs-72267	1100	32	can	can	AUX
afs-72267	1100	33	be	be	AUX
afs-72267	1100	34	compensated	compensate	VERB
afs-72267	1100	35	by	by	ADP
afs-72267	1100	36	3	3	NUM
afs-72267	1100	37	(	(	PUNCT
afs-72267	1100	38	m	m	PROPN
afs-72267	1100	39	i	i	NOUN
afs-72267	1100	40	)	)	PUNCT
afs-72267	1100	41	f	f	PROPN
afs-72267	1101	1	(	(	PUNCT
afs-72267	1101	2	3.24	3.24	NUM
afs-72267	1101	3	)	)	PUNCT
afs-72267	1101	4	p	p	X
afs-72267	1101	5	;	;	PUNCT
afs-72267	1101	6	=	=	PUNCT
afs-72267	1101	7	i	i	NOUN
afs-72267	1101	8	b	b	NOUN
afs-72267	1101	9	r	r	NOUN
afs-72267	1101	10	-v	-v	PUNCT
afs-72267	1102	1	f	f	X
afs-72267	1102	2	=	=	NOUN
afs-72267	1102	3	o	o	X
afs-72267	1102	4	f	f	X
afs-72267	1102	5	sf	sf	INTJ
afs-72267	1102	6	m	m	PROPN
afs-72267	1102	7	(	(	PUNCT
afs-72267	1102	8	3.25	3.25	NUM
afs-72267	1102	9	)	)	PUNCT
afs-72267	1102	10	where	where	SCONJ
afs-72267	1102	11	sf	sf	NOUN
afs-72267	1102	12	=	=	SYM
afs-72267	1102	13	e	e	X
afs-72267	1102	14	(	(	PUNCT
afs-72267	1102	15	m	m	NOUN
afs-72267	1102	16	j)f	j)f	NOUN
afs-72267	1102	17	,	,	PUNCT
afs-72267	1102	18	j	j	PROPN
afs-72267	1103	1	=	=	X
afs-72267	1103	2	o	o	X
afs-72267	1103	3	(	(	PUNCT
afs-72267	1103	4	f	f	PROPN
afs-72267	1103	5	=	=	SYM
afs-72267	1103	6	o	o	PROPN
afs-72267	1103	7	,	,	PUNCT
afs-72267	1103	8	1,2	1,2	NUM
afs-72267	1103	9	,	,	PUNCT
afs-72267	1103	10	3	3	NUM
afs-72267	1103	11	)	)	PUNCT
afs-72267	1103	12	when	when	SCONJ
afs-72267	1103	13	this	this	DET
afs-72267	1103	14	transformation	transformation	NOUN
afs-72267	1103	15	is	be	AUX
afs-72267	1103	16	substituted	substitute	VERB
afs-72267	1103	17	for	for	ADP
afs-72267	1103	18	bj	bj	NOUN
afs-72267	1103	19	in	in	ADP
afs-72267	1103	20	(	(	PUNCT
afs-72267	1103	21	3.23	3.23	NUM
afs-72267	1103	22	)	)	PUNCT
afs-72267	1103	23	we	we	PRON
afs-72267	1103	24	have	have	VERB
afs-72267	1103	25	:	:	PUNCT
afs-72267	1103	26	m	m	VERB
afs-72267	1103	27	(	(	PUNCT
afs-72267	1103	28	m	m	VERB
afs-72267	1103	29	j)	j)	NOUN
afs-72267	1103	30	°	°	NUM
afs-72267	1103	31	(3.26	(3.26	NOUN
afs-72267	1103	32	)	)	PUNCT
afs-72267	1103	33	y	y	NOUN
afs-72267	1103	34	,	,	PUNCT
afs-72267	1103	35	=	=	NOUN
afs-72267	1103	36	b0	b0	NOUN
afs-72267	1103	37	i	i	PRON
afs-72267	1103	38	i	i	PRON
afs-72267	1103	39	xt_j	xt_j	PROPN
afs-72267	1104	1	+	+	CCONJ
afs-72267	1104	2	j	j	X
afs-72267	1104	3	=	=	PUNCT
afs-72267	1104	4	°	°	PROPN
afs-72267	1104	5	s	s	PART
afs-72267	1104	6	0	0	NUM
afs-72267	1104	7	s	s	PART
afs-72267	1104	8	<	<	NOUN
afs-72267	1104	9	m	m	NOUN
afs-72267	1104	10	j	j	NOUN
afs-72267	1104	11	)	)	PUNCT
afs-72267	1104	12	1b	1b	NUM
afs-72267	1105	1	i	i	PRON
afs-72267	1105	2	xi	xi	PROPN
afs-72267	1105	3	-	-	PUNCT
afs-72267	1105	4	j	j	PROPN
afs-72267	1105	5	+	+	CCONJ
afs-72267	1105	6	1=	1=	X
afs-72267	1105	7	0	0	SYM
afs-72267	1105	8	s	s	X
afs-72267	1105	9	,	,	PUNCT
afs-72267	1105	10	™	™	PROPN
afs-72267	1105	11	(	(	PUNCT
afs-72267	1105	12	m	m	VERB
afs-72267	1105	13	j)2	j)2	ADJ
afs-72267	1105	14	b	b	PROPN
afs-72267	1105	15	2	2	NUM
afs-72267	1105	16	£	£	NOUN
afs-72267	1105	17	x.-j	x.-j	PROPN
afs-72267	1105	18	+	+	PROPN
afs-72267	1105	19	j	j	PROPN
afs-72267	1105	20	=	=	NUM
afs-72267	1105	21	o	o	X
afs-72267	1105	22	s	s	PROPN
afs-72267	1105	23	2	2	NUM
afs-72267	1105	24	..	..	PUNCT
afs-72267	1105	25	?	?	PUNCT
afs-72267	1105	26	(	(	PUNCT
afs-72267	1105	27	m	m	PROPN
afs-72267	1105	28	-	-	PROPN
afs-72267	1105	29	j	j	NOUN
afs-72267	1105	30	)	)	PUNCT
afs-72267	1105	31	’	'	PUNCT
afs-72267	1105	32	vb	vb	NOUN
afs-72267	1105	33	3	3	NUM
afs-72267	1105	34	l	l	NOUN
afs-72267	1105	35	xt	xt	PROPN
afs-72267	1105	36	-	-	PROPN
afs-72267	1105	37	j	j	PROPN
afs-72267	1105	38	j	j	PROPN
afs-72267	1105	39	=	=	PROPN
afs-72267	1105	40	0	0	PROPN
afs-72267	1105	41	s	s	PART
afs-72267	1105	42	3	3	NUM
afs-72267	1105	43	m	m	NOUN
afs-72267	1105	44	(	(	PUNCT
afs-72267	1105	45	3.27	3.27	NUM
afs-72267	1105	46	)	)	PUNCT
afs-72267	1105	47	where	where	SCONJ
afs-72267	1105	48	s	s	X
afs-72267	1105	49	,	,	PUNCT
afs-72267	1105	50	=	=	SYM
afs-72267	1105	51	e	e	X
afs-72267	1105	52	(	(	PUNCT
afs-72267	1105	53	m	m	PROPN
afs-72267	1105	54	j	j	NOUN
afs-72267	1105	55	)	)	PUNCT
afs-72267	1105	56	1j	1j	NUM
afs-72267	1106	1	=	=	NUM
afs-72267	1106	2	o	o	X
afs-72267	1106	3	m	m	NOUN
afs-72267	1106	4	s	s	NOUN
afs-72267	1106	5	2	2	NUM
afs-72267	1106	6	=	=	SYM
afs-72267	1106	7	i	i	PROPN
afs-72267	1106	8	(	(	PUNCT
afs-72267	1106	9	m	m	NOUN
afs-72267	1106	10	-	-	ADJ
afs-72267	1106	11	j)2	j)2	ADJ
afs-72267	1106	12	j=	j=	NOUN
afs-72267	1106	13	0	0	PUNCT
afs-72267	1107	1	(	(	PUNCT
afs-72267	1107	2	3.28	3.28	NUM
afs-72267	1107	3	)	)	PUNCT
afs-72267	1107	4	m	m	PROPN
afs-72267	1107	5	(	(	PUNCT
afs-72267	1107	6	3.29	3.29	NUM
afs-72267	1107	7	)	)	PUNCT
afs-72267	1107	8	s	s	PART
afs-72267	1107	9	3	3	NUM
afs-72267	1107	10	=	=	SYM
afs-72267	1107	11	i	i	PRON
afs-72267	1107	12	(	(	PUNCT
afs-72267	1107	13	m	m	PROPN
afs-72267	1107	14	j)3	j)3	NOUN
afs-72267	1107	15	j=	j=	NOUN
afs-72267	1107	16	0	0	PUNCT
afs-72267	1108	1	(	(	PUNCT
afs-72267	1108	2	j	j	X
afs-72267	1108	3	=	=	PUNCT
afs-72267	1108	4	the	the	DET
afs-72267	1108	5	first	first	ADJ
afs-72267	1108	6	year	year	NOUN
afs-72267	1108	7	of	of	ADP
afs-72267	1108	8	influence	influence	NOUN
afs-72267	1108	9	,	,	PUNCT
afs-72267	1108	10	m	m	VERB
afs-72267	1108	11	=	=	VERB
afs-72267	1108	12	the	the	DET
afs-72267	1108	13	last	last	ADJ
afs-72267	1108	14	year	year	NOUN
afs-72267	1108	15	of	of	ADP
afs-72267	1108	16	influence	influence	NOUN
afs-72267	1108	17	)	)	PUNCT
afs-72267	1108	18	this	this	DET
afs-72267	1108	19	model	model	NOUN
afs-72267	1108	20	will	will	AUX
afs-72267	1108	21	be	be	AUX
afs-72267	1108	22	used	use	VERB
afs-72267	1108	23	to	to	PART
afs-72267	1108	24	estimate	estimate	VERB
afs-72267	1108	25	the	the	DET
afs-72267	1108	26	parameters	parameter	NOUN
afs-72267	1108	27	b	b	PROPN
afs-72267	1108	28	d	d	PROPN
afs-72267	1108	29	,	,	PUNCT
afs-72267	1108	30	b	b	PROPN
afs-72267	1108	31	,	,	PUNCT
afs-72267	1108	32	,	,	PUNCT
afs-72267	1108	33	b	b	PROPN
afs-72267	1108	34	2	2	NUM
afs-72267	1108	35	and	and	CCONJ
afs-72267	1108	36	b	b	NOUN
afs-72267	1108	37	3	3	NUM
afs-72267	1108	38	.	.	PUNCT
afs-72267	1109	1	in	in	ADP
afs-72267	1109	2	relation	relation	NOUN
afs-72267	1109	3	to	to	ADP
afs-72267	1109	4	the	the	DET
afs-72267	1109	5	fig	fig	NOUN
afs-72267	1109	6	.	.	PUNCT
afs-72267	1110	1	12	12	NUM
afs-72267	1110	2	.	.	PUNCT
afs-72267	1111	1	some	some	DET
afs-72267	1111	2	polynomials	polynomial	NOUN
afs-72267	1111	3	of	of	ADP
afs-72267	1111	4	various	various	ADJ
afs-72267	1111	5	degrees	degree	NOUN
afs-72267	1111	6	:	:	PUNCT
afs-72267	1111	7	(	(	PUNCT
afs-72267	1111	8	a	a	X
afs-72267	1111	9	)	)	PUNCT
afs-72267	1111	10	degree	degree	NOUN
afs-72267	1111	11	i	i	PRON
afs-72267	1111	12	,	,	PUNCT
afs-72267	1111	13	(	(	PUNCT
afs-72267	1111	14	b	b	NOUN
afs-72267	1111	15	)	)	PUNCT
afs-72267	1111	16	degree	degree	NOUN
afs-72267	1111	17	2	2	NUM
afs-72267	1111	18	,	,	PUNCT
afs-72267	1111	19	and	and	CCONJ
afs-72267	1111	20	(	(	PUNCT
afs-72267	1111	21	c	c	NOUN
afs-72267	1111	22	)	)	PUNCT
afs-72267	1111	23	degree	degree	NOUN
afs-72267	1111	24	3	3	NUM
afs-72267	1111	25	(	(	PUNCT
afs-72267	1111	26	wonnacott	wonnacott	NOUN
afs-72267	1111	27	and	and	CCONJ
afs-72267	1111	28	wonnacott	wonnacott	PROPN
afs-72267	1111	29	1970	1970	NUM
afs-72267	1111	30	)	)	PUNCT
afs-72267	1111	31	.	.	PUNCT
afs-72267	1112	1	293	293	NUM
afs-72267	1112	2	basic	basic	ADJ
afs-72267	1112	3	model	model	NOUN
afs-72267	1112	4	the	the	DET
afs-72267	1112	5	number	number	NOUN
afs-72267	1112	6	of	of	ADP
afs-72267	1112	7	variables	variable	NOUN
afs-72267	1112	8	has	have	AUX
afs-72267	1112	9	been	be	AUX
afs-72267	1112	10	reduced	reduce	VERB
afs-72267	1112	11	from	from	ADP
afs-72267	1112	12	m	m	PROPN
afs-72267	1112	13	numbers	number	NOUN
afs-72267	1112	14	to	to	ADP
afs-72267	1112	15	four	four	NUM
afs-72267	1112	16	(	(	PUNCT
afs-72267	1112	17	cf	cf	NOUN
afs-72267	1112	18	.	.	PUNCT
afs-72267	1113	1	nevala	nevala	PROPN
afs-72267	1113	2	1976	1976	NUM
afs-72267	1113	3	)	)	PUNCT
afs-72267	1113	4	.	.	PUNCT
afs-72267	1114	1	in	in	ADP
afs-72267	1114	2	a	a	DET
afs-72267	1114	3	polynomial	polynomial	ADJ
afs-72267	1114	4	lag	lag	NOUN
afs-72267	1114	5	of	of	ADP
afs-72267	1114	6	degree	degree	NOUN
afs-72267	1114	7	two	two	NUM
afs-72267	1114	8	,	,	PUNCT
afs-72267	1114	9	the	the	DET
afs-72267	1114	10	last	last	ADJ
afs-72267	1114	11	component	component	NOUN
afs-72267	1114	12	b	b	PROPN
afs-72267	1114	13	3	3	NUM
afs-72267	1114	14	in	in	ADP
afs-72267	1114	15	(	(	PUNCT
afs-72267	1114	16	3.26	3.26	NUM
afs-72267	1114	17	)	)	PUNCT
afs-72267	1114	18	naturally	naturally	ADV
afs-72267	1114	19	falls	fall	VERB
afs-72267	1114	20	away	away	ADV
afs-72267	1114	21	.	.	PUNCT
afs-72267	1115	1	for	for	ADP
afs-72267	1115	2	the	the	DET
afs-72267	1115	3	rest	rest	NOUN
afs-72267	1115	4	,	,	PUNCT
afs-72267	1115	5	the	the	DET
afs-72267	1115	6	lag	lag	NOUN
afs-72267	1115	7	structure	structure	NOUN
afs-72267	1115	8	can	can	AUX
afs-72267	1115	9	be	be	AUX
afs-72267	1115	10	derived	derive	VERB
afs-72267	1115	11	in	in	ADP
afs-72267	1115	12	a	a	DET
afs-72267	1115	13	similar	similar	ADJ
afs-72267	1115	14	way	way	NOUN
afs-72267	1115	15	.	.	PUNCT
afs-72267	1116	1	the	the	DET
afs-72267	1116	2	four	four	NUM
afs-72267	1116	3	almon	almon	PROPN
afs-72267	1116	4	transformations	transformation	NOUN
afs-72267	1116	5	in	in	ADP
afs-72267	1116	6	(	(	PUNCT
afs-72267	1116	7	3.26	3.26	NUM
afs-72267	1116	8	)	)	PUNCT
afs-72267	1116	9	presume	presume	VERB
afs-72267	1116	10	that	that	SCONJ
afs-72267	1116	11	a	a	DET
afs-72267	1116	12	notion	notion	NOUN
afs-72267	1116	13	of	of	ADP
afs-72267	1116	14	the	the	DET
afs-72267	1116	15	length	length	NOUN
afs-72267	1116	16	of	of	ADP
afs-72267	1116	17	the	the	DET
afs-72267	1116	18	lag	lag	NOUN
afs-72267	1116	19	is	be	AUX
afs-72267	1116	20	acquired	acquire	VERB
afs-72267	1116	21	in	in	ADP
afs-72267	1116	22	advance	advance	NOUN
afs-72267	1116	23	.	.	PUNCT
afs-72267	1117	1	evenson	evenson	PROPN
afs-72267	1117	2	(	(	PUNCT
afs-72267	1117	3	1967	1967	NUM
afs-72267	1117	4	)	)	PUNCT
afs-72267	1117	5	found	find	VERB
afs-72267	1117	6	the	the	DET
afs-72267	1117	7	length	length	NOUN
afs-72267	1117	8	of	of	ADP
afs-72267	1117	9	the	the	DET
afs-72267	1117	10	lag	lag	NOUN
afs-72267	1117	11	to	to	PART
afs-72267	1117	12	be	be	AUX
afs-72267	1117	13	three	three	NUM
afs-72267	1117	14	and	and	CCONJ
afs-72267	1117	15	a	a	DET
afs-72267	1117	16	half	half	NOUN
afs-72267	1117	17	to	to	ADP
afs-72267	1117	18	eleven	eleven	NUM
afs-72267	1117	19	year	year	NOUN
afs-72267	1117	20	,	,	PUNCT
afs-72267	1117	21	with	with	ADP
afs-72267	1117	22	a	a	DET
afs-72267	1117	23	confidence	confidence	NOUN
afs-72267	1117	24	of	of	ADP
afs-72267	1117	25	95	95	NUM
afs-72267	1117	26	%	%	NOUN
afs-72267	1117	27	.	.	PUNCT
afs-72267	1118	1	he	he	PRON
afs-72267	1118	2	estimated	estimate	VERB
afs-72267	1118	3	the	the	DET
afs-72267	1118	4	average	average	ADJ
afs-72267	1118	5	lag	lag	NOUN
afs-72267	1118	6	to	to	PART
afs-72267	1118	7	be	be	AUX
afs-72267	1118	8	six	six	NUM
afs-72267	1118	9	to	to	PART
afs-72267	1118	10	seven	seven	NUM
afs-72267	1118	11	and	and	CCONJ
afs-72267	1118	12	a	a	DET
afs-72267	1118	13	half	half	NOUN
afs-72267	1118	14	year	year	NOUN
afs-72267	1118	15	.	.	PUNCT
afs-72267	1119	1	when	when	SCONJ
afs-72267	1119	2	the	the	DET
afs-72267	1119	3	transformations	transformation	NOUN
afs-72267	1119	4	m	m	VERB
afs-72267	1119	5	(	(	PUNCT
afs-72267	1119	6	m	m	VERB
afs-72267	1119	7	j)	j)	NOUN
afs-72267	1119	8	°	°	NUM
afs-72267	1119	9	(3.30	(3.30	ADJ
afs-72267	1119	10	)	)	PUNCT
afs-72267	1119	11	z	z	NOUN
afs-72267	1119	12	(	(	PUNCT
afs-72267	1119	13	)	)	PUNCT
afs-72267	1119	14	t	t	NOUN
afs-72267	1119	15	=	=	SYM
afs-72267	1119	16	e	e	X
afs-72267	1119	17	x,_j	x,_j	X
afs-72267	1120	1	j	j	X
afs-72267	1120	2	=	=	PUNCT
afs-72267	1120	3	°	°	PROPN
afs-72267	1120	4	s	s	PART
afs-72267	1120	5	0	0	NUM
afs-72267	1120	6	m	m	VERB
afs-72267	1120	7	(	(	PUNCT
afs-72267	1120	8	m	m	NOUN
afs-72267	1120	9	iv(3.31	iv(3.31	NUM
afs-72267	1120	10	)	)	PUNCT
afs-72267	1121	1	z	z	NOUN
afs-72267	1121	2	„	„	X
afs-72267	1121	3	=	=	SYM
afs-72267	1121	4	e	e	X
afs-72267	1121	5	x,_j	x,_j	X
afs-72267	1122	1	j	j	X
afs-72267	1122	2	=	=	PROPN
afs-72267	1122	3	o	o	X
afs-72267	1122	4	s.	s.	PROPN
afs-72267	1122	5	m	m	PROPN
afs-72267	1122	6	(	(	PUNCT
afs-72267	1122	7	m	m	VERB
afs-72267	1122	8	i)2	i)2	ADJ
afs-72267	1122	9	(	(	PUNCT
afs-72267	1122	10	3.32	3.32	NUM
afs-72267	1122	11	)	)	PUNCT
afs-72267	1122	12	z2|	z2|	NOUN
afs-72267	1123	1	=	=	SYM
afs-72267	1123	2	s	s	PART
afs-72267	1123	3	*	*	NOUN
afs-72267	1123	4	x,_j	x,_j	X
afs-72267	1124	1	j	j	X
afs-72267	1124	2	=	=	PROPN
afs-72267	1124	3	o	o	X
afs-72267	1124	4	s	s	PART
afs-72267	1124	5	2	2	NUM
afs-72267	1124	6	m	m	NOUN
afs-72267	1124	7	(	(	PUNCT
afs-72267	1124	8	m	m	NOUN
afs-72267	1124	9	—	—	PUNCT
afs-72267	1124	10	\y(3.33	\y(3.33	NOUN
afs-72267	1124	11	)	)	PUNCT
afs-72267	1124	12	z	z	NOUN
afs-72267	1125	1	it	it	PRON
afs-72267	1125	2	=	=	PUNCT
afs-72267	1125	3	,	,	PUNCT
afs-72267	1125	4	v	v	X
afs-72267	1125	5	*	*	ADJ
afs-72267	1125	6	-jj	-jj	NOUN
afs-72267	1125	7	=	=	NOUN
afs-72267	1125	8	o	o	NOUN
afs-72267	1125	9	s	s	PART
afs-72267	1125	10	3	3	NUM
afs-72267	1125	11	have	have	AUX
afs-72267	1125	12	been	be	AUX
afs-72267	1125	13	calculated	calculate	VERB
afs-72267	1125	14	,	,	PUNCT
afs-72267	1125	15	the	the	DET
afs-72267	1125	16	coefficients	coefficient	NOUN
afs-72267	1125	17	bo	bo	PROPN
afs-72267	1125	18	,	,	PUNCT
afs-72267	1125	19	b	b	NOUN
afs-72267	1125	20	,	,	PUNCT
afs-72267	1125	21	,	,	PUNCT
afs-72267	1125	22	b	b	PROPN
afs-72267	1125	23	2	2	NUM
afs-72267	1125	24	,	,	PUNCT
afs-72267	1125	25	and	and	CCONJ
afs-72267	1125	26	b	b	X
afs-72267	1125	27	3	3	NUM
afs-72267	1125	28	can	can	NOUN
afs-72267	1125	29	,	,	PUNCT
afs-72267	1125	30	in	in	ADP
afs-72267	1125	31	turn	turn	NOUN
afs-72267	1125	32	,	,	PUNCT
afs-72267	1125	33	be	be	AUX
afs-72267	1125	34	calculated	calculate	VERB
afs-72267	1125	35	for	for	ADP
afs-72267	1125	36	different	different	ADJ
afs-72267	1125	37	lengths	length	NOUN
afs-72267	1125	38	of	of	ADP
afs-72267	1125	39	adjustment	adjustment	NOUN
afs-72267	1125	40	with	with	ADP
afs-72267	1125	41	ordinary	ordinary	ADJ
afs-72267	1125	42	least	least	ADJ
afs-72267	1125	43	squares	square	NOUN
afs-72267	1125	44	.	.	PUNCT
afs-72267	1126	1	with	with	ADP
afs-72267	1126	2	these	these	DET
afs-72267	1126	3	coefficients	coefficient	NOUN
afs-72267	1126	4	the	the	DET
afs-72267	1126	5	model	model	NOUN
afs-72267	1126	6	for	for	ADP
afs-72267	1126	7	the	the	DET
afs-72267	1126	8	lagged	lag	VERB
afs-72267	1126	9	research	research	NOUN
afs-72267	1126	10	input	input	NOUN
afs-72267	1126	11	can	can	AUX
afs-72267	1126	12	be	be	AUX
afs-72267	1126	13	presented	present	VERB
afs-72267	1126	14	as	as	ADP
afs-72267	1126	15	:	:	PUNCT
afs-72267	1126	16	(	(	PUNCT
afs-72267	1126	17	3.34	3.34	NUM
afs-72267	1126	18	,	,	PUNCT
afs-72267	1126	19	+	+	PUNCT
afs-72267	1127	1	+	+	CCONJ
afs-72267	1127	2	o	o	NOUN
afs-72267	1127	3	0	0	NUM
afs-72267	1127	4	o	o	NOUN
afs-72267	1127	5	,	,	PUNCT
afs-72267	1127	6	6	6	NUM
afs-72267	1127	7	(	(	PUNCT
afs-72267	1127	8	m	m	VERB
afs-72267	1127	9	-	-	PUNCT
afs-72267	1127	10	j£	j£	ADP
afs-72267	1127	11	6	6	NUM
afs-72267	1127	12	s	s	NOUN
afs-72267	1127	13	,	,	PUNCT
afs-72267	1127	14	1	1	NUM
afs-72267	1127	15	s	s	NOUN
afs-72267	1127	16	,	,	PUNCT
afs-72267	1127	17	g	g	PROPN
afs-72267	1127	18	=	=	SYM
afs-72267	1127	19	o	o	PROPN
afs-72267	1127	20	,	,	PUNCT
afs-72267	1127	21	...	...	PUNCT
afs-72267	1127	22	m	m	VERB
afs-72267	1127	23	)	)	PUNCT
afs-72267	1127	24	with	with	ADP
afs-72267	1127	25	the	the	DET
afs-72267	1127	26	help	help	NOUN
afs-72267	1127	27	of	of	ADP
afs-72267	1127	28	these	these	DET
afs-72267	1127	29	coefficients	coefficient	NOUN
afs-72267	1127	30	the	the	DET
afs-72267	1127	31	model	model	NOUN
afs-72267	1127	32	can	can	AUX
afs-72267	1127	33	be	be	AUX
afs-72267	1127	34	expressed	express	VERB
afs-72267	1127	35	in	in	ADP
afs-72267	1127	36	the	the	DET
afs-72267	1127	37	basic	basic	ADJ
afs-72267	1127	38	form	form	NOUN
afs-72267	1127	39	(	(	PUNCT
afs-72267	1127	40	3.23	3.23	NUM
afs-72267	1127	41	)	)	PUNCT
afs-72267	1127	42	m	m	PROPN
afs-72267	1127	43	(	(	PUNCT
afs-72267	1127	44	3.35	3.35	NUM
afs-72267	1127	45	)	)	PUNCT
afs-72267	1127	46	y	y	NOUN
afs-72267	1127	47	,	,	PUNCT
afs-72267	1127	48	=	=	PUNCT
afs-72267	1127	49	x	x	X
afs-72267	1127	50	bx	bx	NOUN
afs-72267	1127	51	t	t	PROPN
afs-72267	1127	52	_	_	PROPN
afs-72267	1127	53	,	,	PUNCT
afs-72267	1127	54	j	j	X
afs-72267	1128	1	=	=	PUNCT
afs-72267	1128	2	o	o	X
afs-72267	1128	3	the	the	DET
afs-72267	1128	4	coefficients	coefficient	NOUN
afs-72267	1128	5	estimated	estimate	VERB
afs-72267	1128	6	for	for	ADP
afs-72267	1128	7	different	different	ADJ
afs-72267	1128	8	lengths	length	NOUN
afs-72267	1128	9	of	of	ADP
afs-72267	1128	10	the	the	DET
afs-72267	1128	11	lag	lag	NOUN
afs-72267	1128	12	are	be	AUX
afs-72267	1128	13	thus	thus	ADV
afs-72267	1128	14	dependent	dependent	ADJ
afs-72267	1128	15	on	on	ADP
afs-72267	1128	16	the	the	DET
afs-72267	1128	17	lagged	lag	VERB
afs-72267	1128	18	research	research	NOUN
afs-72267	1128	19	variables	variable	NOUN
afs-72267	1128	20	bo	bo	PROPN
afs-72267	1128	21	,	,	PUNCT
afs-72267	1128	22	b	b	X
afs-72267	1128	23	,	,	PUNCT
afs-72267	1128	24	,	,	PUNCT
afs-72267	1128	25	b	b	PROPN
afs-72267	1128	26	2	2	NUM
afs-72267	1128	27	and	and	CCONJ
afs-72267	1128	28	b	b	NOUN
afs-72267	1128	29	3	3	NUM
afs-72267	1128	30	.	.	PUNCT
afs-72267	1129	1	the	the	DET
afs-72267	1129	2	form	form	NOUN
afs-72267	1129	3	of	of	ADP
afs-72267	1129	4	the	the	PRON
afs-72267	1129	5	(	(	PUNCT
afs-72267	1129	6	3	3	NUM
afs-72267	1129	7	-	-	NOUN
afs-72267	1129	8	vector	vector	NOUN
afs-72267	1129	9	can	can	AUX
afs-72267	1129	10	be	be	AUX
afs-72267	1129	11	presented	present	VERB
afs-72267	1129	12	graphically	graphically	ADV
afs-72267	1129	13	.	.	PUNCT
afs-72267	1130	1	the	the	DET
afs-72267	1130	2	elasticities	elasticity	NOUN
afs-72267	1130	3	for	for	ADP
afs-72267	1130	4	the	the	DET
afs-72267	1130	5	research	research	NOUN
afs-72267	1130	6	variable	variable	NOUN
afs-72267	1130	7	can	can	AUX
afs-72267	1130	8	be	be	AUX
afs-72267	1130	9	calculated	calculate	VERB
afs-72267	1130	10	in	in	ADP
afs-72267	1130	11	the	the	DET
afs-72267	1130	12	ordinary	ordinary	ADJ
afs-72267	1130	13	way	way	NOUN
afs-72267	1130	14	.	.	PUNCT
afs-72267	1131	1	a	a	DET
afs-72267	1131	2	cumulated	cumulated	ADJ
afs-72267	1131	3	elasticity	elasticity	NOUN
afs-72267	1131	4	for	for	ADP
afs-72267	1131	5	research	research	NOUN
afs-72267	1131	6	over	over	ADP
afs-72267	1131	7	the	the	DET
afs-72267	1131	8	entire	entire	ADJ
afs-72267	1131	9	period	period	NOUN
afs-72267	1131	10	can	can	AUX
afs-72267	1131	11	be	be	AUX
afs-72267	1131	12	calculated	calculate	VERB
afs-72267	1131	13	(	(	PUNCT
afs-72267	1131	14	see	see	VERB
afs-72267	1131	15	chen	chen	PROPN
afs-72267	1131	16	et	et	PROPN
afs-72267	1131	17	al	al	PROPN
afs-72267	1131	18	.	.	PROPN
afs-72267	1131	19	1972	1972	NUM
afs-72267	1131	20	,	,	PUNCT
afs-72267	1131	21	p.	p.	NOUN
afs-72267	1131	22	81	81	NUM
afs-72267	1131	23	)	)	PUNCT
afs-72267	1131	24	.	.	PUNCT
afs-72267	1132	1	m	m	VERB
afs-72267	1132	2	v	v	X
afs-72267	1132	3	(	(	PUNCT
afs-72267	1132	4	3	3	NUM
afs-72267	1132	5	-	-	SYM
afs-72267	1132	6	36	36	NUM
afs-72267	1132	7	)	)	PUNCT
afs-72267	1132	8	e	e	X
afs-72267	1132	9	=	=	NOUN
afs-72267	1132	10	lo	lo	PROPN
afs-72267	1132	11	a	a	DET
afs-72267	1132	12	it	it	PRON
afs-72267	1132	13	x	x	PUNCT
afs-72267	1132	14	and	and	CCONJ
afs-72267	1132	15	y	y	PROPN
afs-72267	1132	16	are	be	AUX
afs-72267	1132	17	the	the	DET
afs-72267	1132	18	averages	average	NOUN
afs-72267	1132	19	for	for	ADP
afs-72267	1132	20	both	both	DET
afs-72267	1132	21	variables	variable	NOUN
afs-72267	1132	22	.	.	PUNCT
afs-72267	1133	1	when	when	SCONJ
afs-72267	1133	2	the	the	DET
afs-72267	1133	3	almon	almon	PROPN
afs-72267	1133	4	lag	lag	PROPN
afs-72267	1133	5	is	be	AUX
afs-72267	1133	6	put	put	VERB
afs-72267	1133	7	into	into	ADP
afs-72267	1133	8	the	the	DET
afs-72267	1133	9	cobbdouglas	cobbdouglas	PROPN
afs-72267	1133	10	function	function	NOUN
afs-72267	1133	11	(	(	PUNCT
afs-72267	1133	12	3.9	3.9	NUM
afs-72267	1133	13	)	)	PUNCT
afs-72267	1133	14	in	in	ADP
afs-72267	1133	15	section	section	NOUN
afs-72267	1133	16	3.3.1	3.3.1	NUM
afs-72267	1133	17	.	.	PUNCT
afs-72267	1134	1	the	the	DET
afs-72267	1134	2	function	function	NOUN
afs-72267	1134	3	becomes	become	VERB
afs-72267	1134	4	:	:	PUNCT
afs-72267	1134	5	(	(	PUNCT
afs-72267	1134	6	3.37	3.37	NUM
afs-72267	1134	7	)	)	PUNCT
afs-72267	1134	8	q=	q=	ADV
afs-72267	1134	9	a	a	DET
afs-72267	1134	10	l	l	NOUN
afs-72267	1134	11	b|	b|	PROPN
afs-72267	1134	12	k	k	X
afs-72267	1134	13	>	>	X
afs-72267	1134	14	ib	ib	NOUN
afs-72267	1134	15	'	'	PART
afs-72267	1134	16	r	r	NOUN
afs-72267	1134	17	'	'	NOUN
afs-72267	1134	18	*	*	NOUN
afs-72267	1135	1	o	o	X
afs-72267	1135	2	<	<	X
afs-72267	1135	3	s,“,)0	s,“,)0	PROPN
afs-72267	1135	4	<	<	X
afs-72267	1135	5	s	s	X
afs-72267	1135	6	,	,	PUNCT
afs-72267	1135	7	“	"	PUNCT
afs-72267	1135	8	,	,	PUNCT
afs-72267	1135	9	)	)	PUNCT
afs-72267	1135	10	n	n	CCONJ
afs-72267	1135	11	°	°	NUM
afs-72267	1135	12	where	where	SCONJ
afs-72267	1135	13	(	(	PUNCT
afs-72267	1135	14	3	3	NUM
afs-72267	1135	15	t_j	t_j	NUM
afs-72267	1135	16	denotes	denote	VERB
afs-72267	1135	17	a	a	DET
afs-72267	1135	18	certain	certain	ADJ
afs-72267	1135	19	research	research	NOUN
afs-72267	1135	20	elasticity	elasticity	NOUN
afs-72267	1135	21	for	for	ADP
afs-72267	1135	22	each	each	DET
afs-72267	1135	23	lagged	lag	VERB
afs-72267	1135	24	year	year	NOUN
afs-72267	1135	25	t	t	PROPN
afs-72267	1135	26	—	—	PUNCT
afs-72267	1135	27	j.	j.	PROPN
afs-72267	1135	28	the	the	DET
afs-72267	1135	29	cumulative	cumulative	ADJ
afs-72267	1135	30	research	research	NOUN
afs-72267	1135	31	elasticity	elasticity	NOUN
afs-72267	1135	32	for	for	ADP
afs-72267	1135	33	all	all	DET
afs-72267	1135	34	years	year	NOUN
afs-72267	1135	35	was	be	AUX
afs-72267	1135	36	expressed	express	VERB
afs-72267	1135	37	by	by	ADP
afs-72267	1135	38	(	(	PUNCT
afs-72267	1135	39	3.36	3.36	NUM
afs-72267	1135	40	)	)	PUNCT
afs-72267	1135	41	.	.	PUNCT
afs-72267	1136	1	3.4	3.4	NUM
afs-72267	1136	2	.	.	PUNCT
afs-72267	1137	1	how	how	SCONJ
afs-72267	1137	2	the	the	DET
afs-72267	1137	3	model	model	NOUN
afs-72267	1137	4	works	work	VERB
afs-72267	1137	5	two	two	NUM
afs-72267	1137	6	production	production	NOUN
afs-72267	1137	7	functions	function	NOUN
afs-72267	1137	8	have	have	AUX
afs-72267	1137	9	been	be	AUX
afs-72267	1137	10	specified	specify	VERB
afs-72267	1137	11	parallelly	parallelly	ADV
afs-72267	1137	12	:	:	PUNCT
afs-72267	1137	13	one	one	NUM
afs-72267	1137	14	cobb	cobb	PROPN
afs-72267	1137	15	-	-	PUNCT
afs-72267	1137	16	douglas	douglas	PROPN
afs-72267	1137	17	function	function	PROPN
afs-72267	1137	18	(	(	PUNCT
afs-72267	1137	19	3.9	3.9	NUM
afs-72267	1137	20	)	)	PUNCT
afs-72267	1137	21	and	and	CCONJ
afs-72267	1137	22	one	one	NUM
afs-72267	1137	23	linear	linear	ADJ
afs-72267	1137	24	production	production	NOUN
afs-72267	1137	25	function	function	NOUN
afs-72267	1137	26	(	(	PUNCT
afs-72267	1137	27	3.10	3.10	NUM
afs-72267	1137	28	)	)	PUNCT
afs-72267	1137	29	an	an	DET
afs-72267	1137	30	alternative	alternative	ADJ
afs-72267	1137	31	specification	specification	NOUN
afs-72267	1137	32	(	(	PUNCT
afs-72267	1137	33	3.17	3.17	NUM
afs-72267	1137	34	)	)	PUNCT
afs-72267	1137	35	based	base	VERB
afs-72267	1137	36	on	on	ADP
afs-72267	1137	37	a	a	DET
afs-72267	1137	38	productivity	productivity	NOUN
afs-72267	1137	39	index	index	NOUN
afs-72267	1137	40	instead	instead	ADV
afs-72267	1137	41	of	of	ADP
afs-72267	1137	42	gross	gross	ADJ
afs-72267	1137	43	production	production	NOUN
afs-72267	1137	44	have	have	AUX
afs-72267	1137	45	also	also	ADV
afs-72267	1137	46	been	be	AUX
afs-72267	1137	47	formulated	formulate	VERB
afs-72267	1137	48	.	.	PUNCT
afs-72267	1138	1	in	in	ADP
afs-72267	1138	2	addition	addition	NOUN
afs-72267	1138	3	,	,	PUNCT
afs-72267	1138	4	polynomial	polynomial	ADJ
afs-72267	1138	5	lags	lag	NOUN
afs-72267	1138	6	of	of	ADP
afs-72267	1138	7	degrees	degree	NOUN
afs-72267	1138	8	two	two	NUM
afs-72267	1138	9	and	and	CCONJ
afs-72267	1138	10	three	three	NUM
afs-72267	1138	11	have	have	AUX
afs-72267	1138	12	been	be	AUX
afs-72267	1138	13	specified	specify	VERB
afs-72267	1138	14	for	for	ADP
afs-72267	1138	15	the	the	DET
afs-72267	1138	16	cobb	cobb	PROPN
afs-72267	1138	17	-	-	PUNCT
afs-72267	1138	18	douglas	douglas	PROPN
afs-72267	1138	19	function	function	PROPN
afs-72267	1138	20	.	.	PUNCT
afs-72267	1139	1	all	all	DET
afs-72267	1139	2	models	model	NOUN
afs-72267	1139	3	are	be	AUX
afs-72267	1139	4	based	base	VERB
afs-72267	1139	5	on	on	ADP
afs-72267	1139	6	the	the	DET
afs-72267	1139	7	following	follow	VERB
afs-72267	1139	8	assumptions	assumption	NOUN
afs-72267	1139	9	:	:	PUNCT
afs-72267	1139	10	i.	i.	NOUN
afs-72267	1139	11	there	there	PRON
afs-72267	1139	12	are	be	VERB
afs-72267	1139	13	no	no	DET
afs-72267	1139	14	linear	linear	ADJ
afs-72267	1139	15	relations	relation	NOUN
afs-72267	1139	16	between	between	ADP
afs-72267	1139	17	the	the	DET
afs-72267	1139	18	explanatory	explanatory	ADJ
afs-72267	1139	19	variables	variable	NOUN
afs-72267	1139	20	l	l	PROPN
afs-72267	1139	21	,	,	PUNCT
afs-72267	1139	22	k	k	X
afs-72267	1139	23	,	,	PUNCT
afs-72267	1139	24	i	i	PRON
afs-72267	1139	25	,	,	PUNCT
afs-72267	1139	26	r	r	NOUN
afs-72267	1139	27	and	and	CCONJ
afs-72267	1139	28	n	n	PROPN
afs-72267	1139	29	(	(	PUNCT
afs-72267	1139	30	does	do	AUX
afs-72267	1139	31	not	not	PART
afs-72267	1139	32	apply	apply	VERB
afs-72267	1139	33	to	to	ADP
afs-72267	1139	34	the	the	DET
afs-72267	1139	35	productivity	productivity	NOUN
afs-72267	1139	36	index	index	NOUN
afs-72267	1139	37	model	model	NOUN
afs-72267	1139	38	(	(	PUNCT
afs-72267	1139	39	3.17	3.17	NUM
afs-72267	1139	40	)	)	PUNCT
afs-72267	1139	41	)	)	PUNCT
afs-72267	1139	42	.	.	PUNCT
afs-72267	1140	1	ii	ii	PROPN
afs-72267	1140	2	.	.	PUNCT
afs-72267	1141	1	the	the	DET
afs-72267	1141	2	expected	expect	VERB
afs-72267	1141	3	value	value	NOUN
afs-72267	1141	4	for	for	ADP
afs-72267	1141	5	the	the	DET
afs-72267	1141	6	residual	residual	ADJ
afs-72267	1141	7	e=	e=	NOUN
afs-72267	1141	8	0	0	NUM
afs-72267	1141	9	and	and	CCONJ
afs-72267	1141	10	the	the	DET
afs-72267	1141	11	variance	variance	NOUN
afs-72267	1141	12	o	o	NOUN
afs-72267	1141	13	2	2	NUM
afs-72267	1141	14	is	be	AUX
afs-72267	1141	15	constant	constant	ADJ
afs-72267	1141	16	.	.	PUNCT
afs-72267	1142	1	iii	iii	X
afs-72267	1142	2	.	.	PUNCT
afs-72267	1143	1	the	the	DET
afs-72267	1143	2	residuals	residual	NOUN
afs-72267	1143	3	ej	ej	PROPN
afs-72267	1143	4	for	for	ADP
afs-72267	1143	5	the	the	DET
afs-72267	1143	6	different	different	ADJ
afs-72267	1143	7	observations	observation	NOUN
afs-72267	1143	8	do	do	AUX
afs-72267	1143	9	not	not	PART
afs-72267	1143	10	correlate	correlate	VERB
afs-72267	1143	11	.	.	PUNCT
afs-72267	1144	1	iv	iv	X
afs-72267	1144	2	.	.	PUNCT
afs-72267	1145	1	the	the	DET
afs-72267	1145	2	residuals	residual	NOUN
afs-72267	1145	3	are	be	AUX
afs-72267	1145	4	normally	normally	ADV
afs-72267	1145	5	distributed	distribute	VERB
afs-72267	1145	6	.	.	PUNCT
afs-72267	1146	1	the	the	DET
afs-72267	1146	2	first	first	ADJ
afs-72267	1146	3	condition	condition	NOUN
afs-72267	1146	4	i.	i.	NOUN
afs-72267	1146	5	can	can	AUX
afs-72267	1146	6	be	be	AUX
afs-72267	1146	7	controlled	control	VERB
afs-72267	1146	8	by	by	ADP
afs-72267	1146	9	studying	study	VERB
afs-72267	1146	10	the	the	DET
afs-72267	1146	11	intercorrelation	intercorrelation	NOUN
afs-72267	1146	12	between	between	ADP
afs-72267	1146	13	the	the	DET
afs-72267	1146	14	explanatory	explanatory	ADJ
afs-72267	1146	15	variables	variable	NOUN
afs-72267	1146	16	.	.	PUNCT
afs-72267	1147	1	the	the	DET
afs-72267	1147	2	second	second	ADJ
afs-72267	1147	3	condition	condition	NOUN
afs-72267	1147	4	ii	ii	PROPN
afs-72267	1147	5	.	.	PUNCT
afs-72267	1148	1	concerning	concern	VERB
afs-72267	1148	2	the	the	DET
afs-72267	1148	3	expected	expect	VERB
afs-72267	1148	4	value	value	NOUN
afs-72267	1148	5	and	and	CCONJ
afs-72267	1148	6	variance	variance	NOUN
afs-72267	1148	7	of	of	ADP
afs-72267	1148	8	£	£	PROPN
afs-72267	1148	9	can	can	AUX
afs-72267	1148	10	be	be	AUX
afs-72267	1148	11	examined	examine	VERB
afs-72267	1148	12	by	by	ADP
afs-72267	1148	13	investigating	investigate	VERB
afs-72267	1148	14	the	the	DET
afs-72267	1148	15	distribution	distribution	NOUN
afs-72267	1148	16	of	of	ADP
afs-72267	1148	17	residuals	residual	NOUN
afs-72267	1148	18	.	.	PUNCT
afs-72267	1149	1	an	an	DET
afs-72267	1149	2	uneven	uneven	ADJ
afs-72267	1149	3	distribution	distribution	NOUN
afs-72267	1149	4	of	of	ADP
afs-72267	1149	5	the	the	DET
afs-72267	1149	6	residuals	residual	NOUN
afs-72267	1149	7	,	,	PUNCT
afs-72267	1149	8	the	the	DET
afs-72267	1149	9	so	so	ADV
afs-72267	1149	10	-	-	PUNCT
afs-72267	1149	11	called	call	VERB
afs-72267	1149	12	heteroscedasti294	heteroscedasti294	PROPN
afs-72267	1149	13	city	city	NOUN
afs-72267	1149	14	,	,	PUNCT
afs-72267	1149	15	is	be	AUX
afs-72267	1149	16	thus	thus	ADV
afs-72267	1149	17	incosistent	incosistent	ADJ
afs-72267	1149	18	with	with	ADP
afs-72267	1149	19	hypothesis	hypothesis	NOUN
afs-72267	1149	20	ii	ii	PROPN
afs-72267	1149	21	.	.	PUNCT
afs-72267	1149	22	of	of	ADP
afs-72267	1149	23	this	this	DET
afs-72267	1149	24	model	model	NOUN
afs-72267	1149	25	.	.	PUNCT
afs-72267	1150	1	the	the	DET
afs-72267	1150	2	third	third	ADJ
afs-72267	1150	3	condition	condition	NOUN
afs-72267	1150	4	hi	hi	INTJ
afs-72267	1150	5	.	.	PROPN
afs-72267	1150	6	,	,	PUNCT
afs-72267	1150	7	that	that	PRON
afs-72267	1150	8	of	of	ADP
afs-72267	1150	9	the	the	DET
afs-72267	1150	10	residuals	residual	NOUN
afs-72267	1150	11	not	not	PART
afs-72267	1150	12	being	be	AUX
afs-72267	1150	13	autocorrelated	autocorrelate	VERB
afs-72267	1150	14	,	,	PUNCT
afs-72267	1150	15	can	can	AUX
afs-72267	1150	16	be	be	AUX
afs-72267	1150	17	verified	verify	VERB
afs-72267	1150	18	by	by	ADP
afs-72267	1150	19	the	the	DET
afs-72267	1150	20	durbin	durbin	ADJ
afs-72267	1150	21	-	-	PUNCT
afs-72267	1150	22	watson	watson	PROPN
afs-72267	1150	23	test	test	NOUN
afs-72267	1150	24	.	.	PUNCT
afs-72267	1151	1	the	the	DET
afs-72267	1151	2	fourth	fourth	ADJ
afs-72267	1151	3	and	and	CCONJ
afs-72267	1151	4	last	last	ADJ
afs-72267	1151	5	condition	condition	NOUN
afs-72267	1151	6	iv	iv	X
afs-72267	1151	7	.	.	PROPN
afs-72267	1151	8	,	,	PUNCT
afs-72267	1151	9	which	which	PRON
afs-72267	1151	10	can	can	AUX
afs-72267	1151	11	also	also	ADV
afs-72267	1151	12	be	be	AUX
afs-72267	1151	13	seen	see	VERB
afs-72267	1151	14	from	from	ADP
afs-72267	1151	15	the	the	DET
afs-72267	1151	16	distribution	distribution	NOUN
afs-72267	1151	17	of	of	ADP
afs-72267	1151	18	residuals	residual	NOUN
afs-72267	1151	19	,	,	PUNCT
afs-72267	1151	20	is	be	AUX
afs-72267	1151	21	needed	need	VERB
afs-72267	1151	22	to	to	PART
afs-72267	1151	23	enable	enable	VERB
afs-72267	1151	24	testing	test	VERB
afs-72267	1151	25	the	the	DET
afs-72267	1151	26	significance	significance	NOUN
afs-72267	1151	27	of	of	ADP
afs-72267	1151	28	the	the	DET
afs-72267	1151	29	coefficients	coefficient	NOUN
afs-72267	1151	30	.	.	PUNCT
afs-72267	1152	1	when	when	SCONJ
afs-72267	1152	2	the	the	DET
afs-72267	1152	3	residuals	residual	NOUN
afs-72267	1152	4	are	be	AUX
afs-72267	1152	5	normally	normally	ADV
afs-72267	1152	6	distributed	distribute	VERB
afs-72267	1152	7	they	they	PRON
afs-72267	1152	8	can	can	AUX
afs-72267	1152	9	be	be	AUX
afs-72267	1152	10	studied	study	VERB
afs-72267	1152	11	by	by	ADP
afs-72267	1152	12	the	the	DET
afs-72267	1152	13	t	t	PROPN
afs-72267	1152	14	-	-	PUNCT
afs-72267	1152	15	test	test	NOUN
afs-72267	1152	16	.	.	PUNCT
afs-72267	1153	1	the	the	DET
afs-72267	1153	2	partial	partial	ADJ
afs-72267	1153	3	coefficients	coefficient	NOUN
afs-72267	1153	4	of	of	ADP
afs-72267	1153	5	regression	regression	NOUN
afs-72267	1153	6	for	for	ADP
afs-72267	1153	7	the	the	DET
afs-72267	1153	8	explanatory	explanatory	ADJ
afs-72267	1153	9	variables	variable	NOUN
afs-72267	1153	10	explain	explain	VERB
afs-72267	1153	11	the	the	DET
afs-72267	1153	12	increase	increase	NOUN
afs-72267	1153	13	in	in	ADP
afs-72267	1153	14	the	the	DET
afs-72267	1153	15	dependent	dependent	ADJ
afs-72267	1153	16	variable	variable	NOUN
afs-72267	1153	17	when	when	SCONJ
afs-72267	1153	18	the	the	DET
afs-72267	1153	19	variable	variable	NOUN
afs-72267	1153	20	in	in	ADP
afs-72267	1153	21	question	question	NOUN
afs-72267	1153	22	is	be	AUX
afs-72267	1153	23	changed	change	VERB
afs-72267	1153	24	by	by	ADP
afs-72267	1153	25	one	one	NUM
afs-72267	1153	26	unit	unit	NOUN
afs-72267	1153	27	,	,	PUNCT
afs-72267	1153	28	on	on	ADP
afs-72267	1153	29	the	the	DET
afs-72267	1153	30	condition	condition	NOUN
afs-72267	1153	31	that	that	SCONJ
afs-72267	1153	32	the	the	DET
afs-72267	1153	33	other	other	ADJ
afs-72267	1153	34	explanatory	explanatory	ADJ
afs-72267	1153	35	variables	variable	NOUN
afs-72267	1153	36	stay	stay	VERB
afs-72267	1153	37	constant	constant	ADJ
afs-72267	1153	38	.	.	PUNCT
afs-72267	1154	1	the	the	DET
afs-72267	1154	2	assumption	assumption	NOUN
afs-72267	1154	3	of	of	ADP
afs-72267	1154	4	the	the	DET
afs-72267	1154	5	other	other	ADJ
afs-72267	1154	6	variables	variable	NOUN
afs-72267	1154	7	remaining	remain	VERB
afs-72267	1154	8	unchanged	unchanged	ADJ
afs-72267	1154	9	is	be	AUX
afs-72267	1154	10	of	of	ADP
afs-72267	1154	11	crucial	crucial	ADJ
afs-72267	1154	12	importance	importance	NOUN
afs-72267	1154	13	.	.	PUNCT
afs-72267	1155	1	thus	thus	ADV
afs-72267	1155	2	the	the	DET
afs-72267	1155	3	coefficient	coefficient	NOUN
afs-72267	1155	4	of	of	ADP
afs-72267	1155	5	research	research	NOUN
afs-72267	1155	6	input	input	NOUN
afs-72267	1155	7	explains	explain	VERB
afs-72267	1155	8	the	the	DET
afs-72267	1155	9	increase	increase	NOUN
afs-72267	1155	10	in	in	ADP
afs-72267	1155	11	gross	gross	ADJ
afs-72267	1155	12	production	production	NOUN
afs-72267	1155	13	(	(	PUNCT
afs-72267	1155	14	or	or	CCONJ
afs-72267	1155	15	the	the	DET
afs-72267	1155	16	production	production	NOUN
afs-72267	1155	17	/	/	SYM
afs-72267	1155	18	input	input	NOUN
afs-72267	1155	19	relation	relation	NOUN
afs-72267	1155	20	in	in	ADP
afs-72267	1155	21	the	the	DET
afs-72267	1155	22	productivity	productivity	NOUN
afs-72267	1155	23	index	index	NOUN
afs-72267	1155	24	model	model	NOUN
afs-72267	1155	25	)	)	PUNCT
afs-72267	1155	26	that	that	PRON
afs-72267	1155	27	follows	follow	VERB
afs-72267	1155	28	from	from	ADP
afs-72267	1155	29	a	a	DET
afs-72267	1155	30	one	one	NUM
afs-72267	1155	31	unit	unit	NOUN
afs-72267	1155	32	change	change	NOUN
afs-72267	1155	33	in	in	ADP
afs-72267	1155	34	research	research	NOUN
afs-72267	1155	35	input	input	NOUN
afs-72267	1155	36	,	,	PUNCT
afs-72267	1155	37	provided	provide	VERB
afs-72267	1155	38	that	that	PRON
afs-72267	1155	39	capital	capital	NOUN
afs-72267	1155	40	and	and	CCONJ
afs-72267	1155	41	labour	labour	NOUN
afs-72267	1155	42	and	and	CCONJ
afs-72267	1155	43	external	external	ADJ
afs-72267	1155	44	inputs	input	NOUN
afs-72267	1155	45	remain	remain	VERB
afs-72267	1155	46	unchanged	unchanged	ADJ
afs-72267	1155	47	.	.	PUNCT
afs-72267	1156	1	in	in	ADP
afs-72267	1156	2	the	the	DET
afs-72267	1156	3	linear	linear	NOUN
afs-72267	1156	4	models	model	NOUN
afs-72267	1156	5	the	the	DET
afs-72267	1156	6	coefficients	coefficient	NOUN
afs-72267	1156	7	explain	explain	VERB
afs-72267	1156	8	this	this	DET
afs-72267	1156	9	increase	increase	NOUN
afs-72267	1156	10	as	as	ADP
afs-72267	1156	11	a	a	DET
afs-72267	1156	12	marginal	marginal	ADJ
afs-72267	1156	13	product	product	NOUN
afs-72267	1156	14	.	.	PUNCT
afs-72267	1157	1	because	because	SCONJ
afs-72267	1157	2	the	the	DET
afs-72267	1157	3	coefficients	coefficient	NOUN
afs-72267	1157	4	are	be	AUX
afs-72267	1157	5	derived	derive	VERB
afs-72267	1157	6	from	from	ADP
afs-72267	1157	7	index	index	NOUN
afs-72267	1157	8	series	series	NOUN
afs-72267	1157	9	,	,	PUNCT
afs-72267	1157	10	the	the	DET
afs-72267	1157	11	absolute	absolute	ADJ
afs-72267	1157	12	level	level	NOUN
afs-72267	1157	13	of	of	ADP
afs-72267	1157	14	the	the	DET
afs-72267	1157	15	marginal	marginal	ADJ
afs-72267	1157	16	product	product	NOUN
afs-72267	1157	17	can	can	AUX
afs-72267	1157	18	not	not	PART
afs-72267	1157	19	be	be	AUX
afs-72267	1157	20	seen	see	VERB
afs-72267	1157	21	directly	directly	ADV
afs-72267	1157	22	,	,	PUNCT
afs-72267	1157	23	but	but	CCONJ
afs-72267	1157	24	first	first	ADV
afs-72267	1157	25	need	need	VERB
afs-72267	1157	26	to	to	PART
afs-72267	1157	27	be	be	AUX
afs-72267	1157	28	transformed	transform	VERB
afs-72267	1157	29	into	into	ADP
afs-72267	1157	30	an	an	DET
afs-72267	1157	31	elasticity	elasticity	NOUN
afs-72267	1157	32	.	.	PUNCT
afs-72267	1158	1	in	in	ADP
afs-72267	1158	2	the	the	DET
afs-72267	1158	3	cobb	cobb	PROPN
afs-72267	1158	4	-	-	PUNCT
afs-72267	1158	5	douglas	douglas	PROPN
afs-72267	1158	6	model	model	PROPN
afs-72267	1158	7	(	(	PUNCT
afs-72267	1158	8	3.9	3.9	NUM
afs-72267	1158	9	)	)	PUNCT
afs-72267	1158	10	the	the	DET
afs-72267	1158	11	coefficients	coefficient	NOUN
afs-72267	1158	12	represent	represent	VERB
afs-72267	1158	13	the	the	DET
afs-72267	1158	14	elasticity	elasticity	NOUN
afs-72267	1158	15	directly	directly	ADV
afs-72267	1158	16	.	.	PUNCT
afs-72267	1159	1	when	when	SCONJ
afs-72267	1159	2	the	the	DET
afs-72267	1159	3	almon	almon	PROPN
afs-72267	1159	4	lag	lag	PROPN
afs-72267	1159	5	is	be	AUX
afs-72267	1159	6	applied	apply	VERB
afs-72267	1159	7	to	to	ADP
afs-72267	1159	8	the	the	DET
afs-72267	1159	9	research	research	NOUN
afs-72267	1159	10	variable	variable	NOUN
afs-72267	1159	11	,	,	PUNCT
afs-72267	1159	12	different	different	ADJ
afs-72267	1159	13	research	research	NOUN
afs-72267	1159	14	elasticities	elasticity	NOUN
afs-72267	1159	15	are	be	AUX
afs-72267	1159	16	obtained	obtain	VERB
afs-72267	1159	17	for	for	ADP
afs-72267	1159	18	each	each	DET
afs-72267	1159	19	lagged	lag	VERB
afs-72267	1159	20	year	year	NOUN
afs-72267	1159	21	t	t	PROPN
afs-72267	1159	22	—	—	PUNCT
afs-72267	1159	23	i.	i.	PROPN
afs-72267	1159	24	the	the	DET
afs-72267	1159	25	influenceof	influenceof	NOUN
afs-72267	1160	1	the	the	DET
afs-72267	1160	2	research	research	NOUN
afs-72267	1160	3	input	input	NOUN
afs-72267	1160	4	has	have	VERB
afs-72267	1160	5	a	a	DET
afs-72267	1160	6	maximum	maximum	ADJ
afs-72267	1160	7	value	value	NOUN
afs-72267	1160	8	between	between	ADP
afs-72267	1160	9	the	the	DET
afs-72267	1160	10	first	first	ADJ
afs-72267	1160	11	year	year	NOUN
afs-72267	1161	1	t	t	PROPN
afs-72267	1161	2	—	—	PUNCT
afs-72267	1161	3	i	i	PRON
afs-72267	1161	4	and	and	CCONJ
afs-72267	1161	5	the	the	DET
afs-72267	1161	6	last	last	ADJ
afs-72267	1161	7	year	year	NOUN
afs-72267	1161	8	t	t	PROPN
afs-72267	1161	9	,	,	PUNCT
afs-72267	1161	10	and	and	CCONJ
afs-72267	1161	11	it	it	PRON
afs-72267	1161	12	declines	decline	VERB
afs-72267	1161	13	in	in	ADP
afs-72267	1161	14	both	both	DET
afs-72267	1161	15	directions	direction	NOUN
afs-72267	1161	16	according	accord	VERB
afs-72267	1161	17	to	to	PART
afs-72267	1161	18	figure	figure	NOUN
afs-72267	1161	19	12	12	NUM
afs-72267	1161	20	.	.	PUNCT
afs-72267	1162	1	on	on	ADP
afs-72267	1162	2	the	the	DET
afs-72267	1162	3	basis	basis	NOUN
afs-72267	1162	4	of	of	ADP
afs-72267	1162	5	(	(	PUNCT
afs-72267	1162	6	3.36	3.36	NUM
afs-72267	1162	7	)	)	PUNCT
afs-72267	1162	8	,	,	PUNCT
afs-72267	1162	9	the	the	DET
afs-72267	1162	10	elasticity	elasticity	NOUN
afs-72267	1162	11	for	for	ADP
afs-72267	1162	12	the	the	DET
afs-72267	1162	13	whole	whole	ADJ
afs-72267	1162	14	period	period	NOUN
afs-72267	1162	15	is	be	AUX
afs-72267	1162	16	calculated	calculate	VERB
afs-72267	1162	17	.	.	PUNCT
afs-72267	1163	1	the	the	DET
afs-72267	1163	2	cobb	cobb	PROPN
afs-72267	1163	3	-	-	PUNCT
afs-72267	1163	4	douglas	douglas	PROPN
afs-72267	1163	5	function	function	PROPN
afs-72267	1163	6	is	be	AUX
afs-72267	1163	7	the	the	DET
afs-72267	1163	8	logic	logic	ADJ
afs-72267	1163	9	form	form	NOUN
afs-72267	1163	10	of	of	ADP
afs-72267	1163	11	the	the	DET
afs-72267	1163	12	production	production	NOUN
afs-72267	1163	13	function	function	NOUN
afs-72267	1163	14	when	when	SCONJ
afs-72267	1163	15	measuring	measure	VERB
afs-72267	1163	16	the	the	DET
afs-72267	1163	17	gross	gross	ADJ
afs-72267	1163	18	production	production	NOUN
afs-72267	1163	19	on	on	ADP
afs-72267	1163	20	farm	farm	NOUN
afs-72267	1163	21	level	level	NOUN
afs-72267	1163	22	at	at	ADP
afs-72267	1163	23	a	a	DET
afs-72267	1163	24	certain	certain	ADJ
afs-72267	1163	25	point	point	NOUN
afs-72267	1163	26	in	in	ADP
afs-72267	1163	27	time	time	NOUN
afs-72267	1163	28	.	.	PUNCT
afs-72267	1164	1	a	a	DET
afs-72267	1164	2	linear	linear	ADJ
afs-72267	1164	3	production	production	NOUN
afs-72267	1164	4	function	function	NOUN
afs-72267	1164	5	is	be	AUX
afs-72267	1164	6	hardly	hardly	ADV
afs-72267	1164	7	justifiable	justifiable	ADJ
afs-72267	1164	8	in	in	ADP
afs-72267	1164	9	this	this	DET
afs-72267	1164	10	case	case	NOUN
afs-72267	1164	11	because	because	SCONJ
afs-72267	1164	12	the	the	DET
afs-72267	1164	13	marginal	marginal	ADJ
afs-72267	1164	14	product	product	NOUN
afs-72267	1164	15	is	be	AUX
afs-72267	1164	16	constant	constant	ADJ
afs-72267	1164	17	.	.	PUNCT
afs-72267	1165	1	the	the	DET
afs-72267	1165	2	law	law	NOUN
afs-72267	1165	3	of	of	ADP
afs-72267	1165	4	diminishing	diminish	VERB
afs-72267	1165	5	returns	return	NOUN
afs-72267	1165	6	is	be	AUX
afs-72267	1165	7	valid	valid	ADJ
afs-72267	1165	8	also	also	ADV
afs-72267	1165	9	on	on	ADP
afs-72267	1165	10	the	the	DET
afs-72267	1165	11	aggregate	aggregate	ADJ
afs-72267	1165	12	level	level	NOUN
afs-72267	1165	13	in	in	ADP
afs-72267	1165	14	case	case	NOUN
afs-72267	1165	15	we	we	PRON
afs-72267	1165	16	use	use	VERB
afs-72267	1165	17	cross	cross	ADJ
afs-72267	1165	18	-	-	ADJ
afs-72267	1165	19	section	section	ADJ
afs-72267	1165	20	data	datum	NOUN
afs-72267	1165	21	.	.	PUNCT
afs-72267	1166	1	but	but	CCONJ
afs-72267	1166	2	in	in	ADP
afs-72267	1166	3	time	time	NOUN
afs-72267	1166	4	series	series	PROPN
afs-72267	1166	5	studies	study	NOUN
afs-72267	1166	6	the	the	DET
afs-72267	1166	7	situation	situation	NOUN
afs-72267	1166	8	is	be	AUX
afs-72267	1166	9	somehow	somehow	ADV
afs-72267	1166	10	different	different	ADJ
afs-72267	1166	11	,	,	PUNCT
afs-72267	1166	12	since	since	SCONJ
afs-72267	1166	13	the	the	DET
afs-72267	1166	14	production	production	NOUN
afs-72267	1166	15	function	function	NOUN
afs-72267	1166	16	shifts	shift	NOUN
afs-72267	1166	17	upwards	upwards	ADV
afs-72267	1166	18	each	each	DET
afs-72267	1166	19	year	year	NOUN
afs-72267	1166	20	.	.	PUNCT
afs-72267	1167	1	thus	thus	ADV
afs-72267	1167	2	we	we	PRON
afs-72267	1167	3	have	have	VERB
afs-72267	1167	4	a	a	DET
afs-72267	1167	5	series	series	NOUN
afs-72267	1167	6	of	of	ADP
afs-72267	1167	7	shifting	shift	VERB
afs-72267	1167	8	production	production	NOUN
afs-72267	1167	9	functions	function	NOUN
afs-72267	1167	10	.	.	PUNCT
afs-72267	1168	1	the	the	DET
afs-72267	1168	2	cobbdouglas	cobbdouglas	PROPN
afs-72267	1168	3	function	function	NOUN
afs-72267	1168	4	is	be	AUX
afs-72267	1168	5	,	,	PUNCT
afs-72267	1168	6	however	however	ADV
afs-72267	1168	7	,	,	PUNCT
afs-72267	1168	8	less	less	ADV
afs-72267	1168	9	controversial	controversial	ADJ
afs-72267	1168	10	and	and	CCONJ
afs-72267	1168	11	should	should	AUX
afs-72267	1168	12	thus	thus	ADV
afs-72267	1168	13	be	be	AUX
afs-72267	1168	14	regarded	regard	VERB
afs-72267	1168	15	as	as	ADP
afs-72267	1168	16	the	the	DET
afs-72267	1168	17	major	major	ADJ
afs-72267	1168	18	model	model	NOUN
afs-72267	1168	19	.	.	PUNCT
afs-72267	1169	1	the	the	DET
afs-72267	1169	2	linear	linear	ADJ
afs-72267	1169	3	model	model	NOUN
afs-72267	1169	4	should	should	AUX
afs-72267	1169	5	be	be	AUX
afs-72267	1169	6	seen	see	VERB
afs-72267	1169	7	as	as	ADP
afs-72267	1169	8	an	an	DET
afs-72267	1169	9	additional	additional	ADJ
afs-72267	1169	10	source	source	NOUN
afs-72267	1169	11	of	of	ADP
afs-72267	1169	12	information	information	NOUN
afs-72267	1169	13	,	,	PUNCT
afs-72267	1169	14	one	one	NUM
afs-72267	1169	15	which	which	PRON
afs-72267	1169	16	complements	complement	VERB
afs-72267	1169	17	the	the	DET
afs-72267	1169	18	cobb	cobb	PROPN
afs-72267	1169	19	-	-	PUNCT
afs-72267	1169	20	douglas	douglas	PROPN
afs-72267	1169	21	function	function	PROPN
afs-72267	1169	22	.	.	PUNCT
afs-72267	1170	1	the	the	DET
afs-72267	1170	2	model	model	NOUN
afs-72267	1170	3	measures	measure	VERB
afs-72267	1170	4	research	research	NOUN
afs-72267	1170	5	input	input	NOUN
afs-72267	1170	6	as	as	ADP
afs-72267	1170	7	a	a	DET
afs-72267	1170	8	flow	flow	NOUN
afs-72267	1170	9	of	of	ADP
afs-72267	1170	10	funds	fund	NOUN
afs-72267	1170	11	for	for	ADP
afs-72267	1170	12	agricultural	agricultural	ADJ
afs-72267	1170	13	research	research	NOUN
afs-72267	1170	14	as	as	ADV
afs-72267	1170	15	well	well	ADV
afs-72267	1170	16	as	as	ADP
afs-72267	1170	17	a	a	DET
afs-72267	1170	18	stock	stock	NOUN
afs-72267	1170	19	of	of	ADP
afs-72267	1170	20	research	research	NOUN
afs-72267	1170	21	capital	capital	NOUN
afs-72267	1170	22	.	.	PUNCT
afs-72267	1171	1	the	the	DET
afs-72267	1171	2	flow	flow	NOUN
afs-72267	1171	3	measure	measure	NOUN
afs-72267	1171	4	implies	imply	VERB
afs-72267	1171	5	that	that	SCONJ
afs-72267	1171	6	if	if	SCONJ
afs-72267	1171	7	no	no	DET
afs-72267	1171	8	funds	fund	NOUN
afs-72267	1171	9	are	be	AUX
afs-72267	1171	10	available	available	ADJ
afs-72267	1171	11	for	for	ADP
afs-72267	1171	12	one	one	NUM
afs-72267	1171	13	year	year	NOUN
afs-72267	1171	14	,	,	PUNCT
afs-72267	1171	15	the	the	DET
afs-72267	1171	16	model	model	NOUN
afs-72267	1171	17	values	value	VERB
afs-72267	1171	18	the	the	DET
afs-72267	1171	19	effects	effect	NOUN
afs-72267	1171	20	of	of	ADP
afs-72267	1171	21	research	research	NOUN
afs-72267	1171	22	on	on	ADP
afs-72267	1171	23	gross	gross	ADJ
afs-72267	1171	24	production	production	NOUN
afs-72267	1171	25	as	as	ADP
afs-72267	1171	26	zero	zero	NUM
afs-72267	1171	27	for	for	ADP
afs-72267	1171	28	this	this	DET
afs-72267	1171	29	year	year	NOUN
afs-72267	1171	30	.	.	PUNCT
afs-72267	1172	1	a	a	DET
afs-72267	1172	2	stock	stock	NOUN
afs-72267	1172	3	of	of	ADP
afs-72267	1172	4	the	the	DET
afs-72267	1172	5	research	research	NOUN
afs-72267	1172	6	capital	capital	NOUN
afs-72267	1172	7	has	have	AUX
afs-72267	1172	8	,	,	PUNCT
afs-72267	1172	9	however	however	ADV
afs-72267	1172	10	,	,	PUNCT
afs-72267	1172	11	been	be	AUX
afs-72267	1172	12	formulated	formulate	VERB
afs-72267	1172	13	in	in	ADP
afs-72267	1172	14	section	section	NOUN
afs-72267	1172	15	3.3.2	3.3.2	NUM
afs-72267	1172	16	.	.	PUNCT
afs-72267	1173	1	interpretation	interpretation	NOUN
afs-72267	1173	2	of	of	ADP
afs-72267	1173	3	this	this	DET
afs-72267	1173	4	research	research	NOUN
afs-72267	1173	5	capital	capital	NOUN
afs-72267	1173	6	is	be	AUX
afs-72267	1173	7	different	different	ADJ
afs-72267	1173	8	.	.	PUNCT
afs-72267	1174	1	the	the	DET
afs-72267	1174	2	quantity	quantity	NOUN
afs-72267	1174	3	of	of	ADP
afs-72267	1174	4	this	this	DET
afs-72267	1174	5	research	research	NOUN
afs-72267	1174	6	capital	capital	NOUN
afs-72267	1174	7	k	k	PROPN
afs-72267	1174	8	,	,	PUNCT
afs-72267	1174	9	which	which	PRON
afs-72267	1174	10	exists	exist	VERB
afs-72267	1174	11	at	at	ADP
afs-72267	1174	12	any	any	DET
afs-72267	1174	13	point	point	NOUN
afs-72267	1174	14	in	in	ADP
afs-72267	1174	15	time	time	NOUN
afs-72267	1174	16	,	,	PUNCT
afs-72267	1174	17	is	be	AUX
afs-72267	1174	18	equal	equal	ADJ
afs-72267	1174	19	to	to	ADP
afs-72267	1174	20	the	the	DET
afs-72267	1174	21	sum	sum	NOUN
afs-72267	1174	22	of	of	ADP
afs-72267	1174	23	all	all	DET
afs-72267	1174	24	previous	previous	ADJ
afs-72267	1174	25	funds	fund	NOUN
afs-72267	1174	26	of	of	ADP
afs-72267	1174	27	research	research	NOUN
afs-72267	1174	28	subtracted	subtract	VERB
afs-72267	1174	29	by	by	ADP
afs-72267	1174	30	the	the	DET
afs-72267	1174	31	proportion	proportion	NOUN
afs-72267	1174	32	that	that	PRON
afs-72267	1174	33	has	have	AUX
afs-72267	1174	34	depreciated	depreciate	VERB
afs-72267	1174	35	over	over	ADP
afs-72267	1174	36	time	time	NOUN
afs-72267	1174	37	according	accord	VERB
afs-72267	1174	38	to	to	ADP
afs-72267	1174	39	formulas	formula	NOUN
afs-72267	1174	40	(	(	PUNCT
afs-72267	1174	41	3.12)—(3.14	3.12)—(3.14	NUM
afs-72267	1174	42	)	)	PUNCT
afs-72267	1174	43	.	.	PUNCT
afs-72267	1175	1	the	the	DET
afs-72267	1175	2	elasticity	elasticity	NOUN
afs-72267	1175	3	of	of	ADP
afs-72267	1175	4	this	this	DET
afs-72267	1175	5	research	research	NOUN
afs-72267	1175	6	capital	capital	NOUN
afs-72267	1175	7	,	,	PUNCT
afs-72267	1175	8	therefore	therefore	ADV
afs-72267	1175	9	,	,	PUNCT
afs-72267	1175	10	is	be	AUX
afs-72267	1175	11	different	different	ADJ
afs-72267	1175	12	from	from	ADP
afs-72267	1175	13	the	the	DET
afs-72267	1175	14	elasticity	elasticity	NOUN
afs-72267	1175	15	of	of	ADP
afs-72267	1175	16	the	the	DET
afs-72267	1175	17	research	research	NOUN
afs-72267	1175	18	flow	flow	NOUN
afs-72267	1175	19	.	.	PUNCT
afs-72267	1176	1	the	the	DET
afs-72267	1176	2	lag	lag	NOUN
afs-72267	1176	3	structure	structure	NOUN
afs-72267	1176	4	need	need	AUX
afs-72267	1176	5	not	not	PART
afs-72267	1176	6	be	be	AUX
afs-72267	1176	7	incorporated	incorporate	VERB
afs-72267	1176	8	with	with	ADP
afs-72267	1176	9	the	the	DET
afs-72267	1176	10	research	research	NOUN
afs-72267	1176	11	stock	stock	NOUN
afs-72267	1176	12	.	.	PUNCT
afs-72267	1177	1	295	295	NUM
afs-72267	1177	2	4	4	NUM
afs-72267	1177	3	.	.	PUNCT
afs-72267	1177	4	data	datum	NOUN
afs-72267	1177	5	4.1	4.1	NUM
afs-72267	1177	6	.	.	PUNCT
afs-72267	1177	7	time	time	NOUN
afs-72267	1177	8	series	series	PROPN
afs-72267	1177	9	the	the	DET
afs-72267	1177	10	sum	sum	NOUN
afs-72267	1177	11	of	of	ADP
afs-72267	1177	12	the	the	DET
afs-72267	1177	13	squares	square	NOUN
afs-72267	1177	14	of	of	ADP
afs-72267	1177	15	errors	error	NOUN
afs-72267	1177	16	will	will	AUX
afs-72267	1177	17	be	be	AUX
afs-72267	1177	18	minimized	minimize	VERB
afs-72267	1177	19	in	in	ADP
afs-72267	1177	20	order	order	NOUN
afs-72267	1177	21	to	to	PART
afs-72267	1177	22	estimate	estimate	VERB
afs-72267	1177	23	the	the	DET
afs-72267	1177	24	cobbdouglas	cobbdouglas	PROPN
afs-72267	1177	25	production	production	NOUN
afs-72267	1177	26	function	function	NOUN
afs-72267	1177	27	.	.	PUNCT
afs-72267	1178	1	as	as	SCONJ
afs-72267	1178	2	the	the	DET
afs-72267	1178	3	absolute	absolute	ADJ
afs-72267	1178	4	level	level	NOUN
afs-72267	1178	5	of	of	ADP
afs-72267	1178	6	time	time	NOUN
afs-72267	1178	7	series	series	NOUN
afs-72267	1178	8	need	need	AUX
afs-72267	1178	9	not	not	PART
afs-72267	1178	10	be	be	AUX
afs-72267	1178	11	known	know	VERB
afs-72267	1178	12	in	in	ADP
afs-72267	1178	13	this	this	DET
afs-72267	1178	14	procedure	procedure	NOUN
afs-72267	1178	15	,	,	PUNCT
afs-72267	1178	16	the	the	DET
afs-72267	1178	17	estimates	estimate	NOUN
afs-72267	1178	18	can	can	AUX
afs-72267	1178	19	be	be	AUX
afs-72267	1178	20	derived	derive	VERB
afs-72267	1178	21	from	from	ADP
afs-72267	1178	22	index	index	NOUN
afs-72267	1178	23	series	series	NOUN
afs-72267	1178	24	.	.	PUNCT
afs-72267	1179	1	since	since	SCONJ
afs-72267	1179	2	the	the	DET
afs-72267	1179	3	conventional	conventional	ADJ
afs-72267	1179	4	variables	variable	NOUN
afs-72267	1179	5	in	in	ADP
afs-72267	1179	6	the	the	DET
afs-72267	1179	7	study	study	NOUN
afs-72267	1179	8	have	have	AUX
afs-72267	1179	9	been	be	AUX
afs-72267	1179	10	chosen	choose	VERB
afs-72267	1179	11	on	on	ADP
afs-72267	1179	12	the	the	DET
afs-72267	1179	13	basis	basis	NOUN
afs-72267	1179	14	of	of	ADP
afs-72267	1179	15	the	the	DET
afs-72267	1179	16	production	production	NOUN
afs-72267	1179	17	function	function	NOUN
afs-72267	1179	18	study	study	NOUN
afs-72267	1179	19	for	for	ADP
afs-72267	1179	20	1950—1969	1950—1969	ADV
afs-72267	1179	21	by	by	ADP
afs-72267	1179	22	ihamuotila	ihamuotila	PROPN
afs-72267	1179	23	(	(	PUNCT
afs-72267	1179	24	1972	1972	NUM
afs-72267	1179	25	)	)	PUNCT
afs-72267	1179	26	,	,	PUNCT
afs-72267	1179	27	the	the	DET
afs-72267	1179	28	same	same	ADJ
afs-72267	1179	29	series	series	NOUN
afs-72267	1179	30	are	be	AUX
afs-72267	1179	31	followed	follow	VERB
afs-72267	1179	32	up	up	ADP
afs-72267	1179	33	until	until	ADP
afs-72267	1179	34	1984	1984	NUM
afs-72267	1179	35	.	.	PUNCT
afs-72267	1180	1	the	the	DET
afs-72267	1180	2	capital	capital	NOUN
afs-72267	1180	3	variable	variable	NOUN
afs-72267	1180	4	is	be	AUX
afs-72267	1180	5	defined	define	VERB
afs-72267	1180	6	here	here	ADV
afs-72267	1180	7	as	as	ADP
afs-72267	1180	8	the	the	DET
afs-72267	1180	9	gross	gross	ADJ
afs-72267	1180	10	capital	capital	NOUN
afs-72267	1180	11	stock	stock	NOUN
afs-72267	1180	12	,	,	PUNCT
afs-72267	1180	13	whereas	whereas	SCONJ
afs-72267	1180	14	ihamuotilarather	ihamuotilarather	PROPN
afs-72267	1180	15	used	use	VERB
afs-72267	1180	16	a	a	DET
afs-72267	1180	17	net	net	ADJ
afs-72267	1180	18	capital	capital	NOUN
afs-72267	1180	19	stock	stock	NOUN
afs-72267	1180	20	(	(	PUNCT
afs-72267	1180	21	see	see	VERB
afs-72267	1180	22	section	section	NOUN
afs-72267	1180	23	4.3	4.3	NUM
afs-72267	1180	24	.	.	PUNCT
afs-72267	1180	25	)	)	PUNCT
afs-72267	1180	26	.	.	PUNCT
afs-72267	1181	1	the	the	DET
afs-72267	1181	2	data	datum	NOUN
afs-72267	1181	3	for	for	ADP
afs-72267	1181	4	research	research	NOUN
afs-72267	1181	5	and	and	CCONJ
afs-72267	1181	6	extension	extension	NOUN
afs-72267	1181	7	have	have	AUX
afs-72267	1181	8	been	be	AUX
afs-72267	1181	9	collected	collect	VERB
afs-72267	1181	10	separately	separately	ADV
afs-72267	1181	11	.	.	PUNCT
afs-72267	1182	1	since	since	SCONJ
afs-72267	1182	2	agricultural	agricultural	ADJ
afs-72267	1182	3	research	research	NOUN
afs-72267	1182	4	is	be	AUX
afs-72267	1182	5	the	the	DET
afs-72267	1182	6	focus	focus	NOUN
afs-72267	1182	7	of	of	ADP
afs-72267	1182	8	this	this	DET
afs-72267	1182	9	study	study	NOUN
afs-72267	1182	10	,	,	PUNCT
afs-72267	1182	11	a	a	DET
afs-72267	1182	12	detailed	detailed	ADJ
afs-72267	1182	13	description	description	NOUN
afs-72267	1182	14	of	of	ADP
afs-72267	1182	15	the	the	DET
afs-72267	1182	16	contents	content	NOUN
afs-72267	1182	17	of	of	ADP
afs-72267	1182	18	the	the	DET
afs-72267	1182	19	research	research	NOUN
afs-72267	1182	20	variable	variable	NOUN
afs-72267	1182	21	will	will	AUX
afs-72267	1182	22	be	be	AUX
afs-72267	1182	23	given	give	VERB
afs-72267	1182	24	in	in	ADP
afs-72267	1182	25	this	this	DET
afs-72267	1182	26	chapter	chapter	NOUN
afs-72267	1182	27	.	.	PUNCT
afs-72267	1183	1	the	the	DET
afs-72267	1183	2	time	time	NOUN
afs-72267	1183	3	series	series	PROPN
afs-72267	1183	4	are	be	AUX
afs-72267	1183	5	presented	present	VERB
afs-72267	1183	6	in	in	ADP
afs-72267	1183	7	appendix	appendix	NOUN
afs-72267	1183	8	2	2	NUM
afs-72267	1183	9	.	.	NOUN
afs-72267	1183	10	4.2	4.2	NUM
afs-72267	1183	11	.	.	PUNCT
afs-72267	1184	1	gross	gross	ADJ
afs-72267	1184	2	production	production	NOUN
afs-72267	1184	3	in	in	ADP
afs-72267	1184	4	agriculture	agriculture	NOUN
afs-72267	1184	5	the	the	DET
afs-72267	1184	6	source	source	NOUN
afs-72267	1184	7	used	use	VERB
afs-72267	1184	8	for	for	ADP
afs-72267	1184	9	measuring	measure	VERB
afs-72267	1184	10	agricultural	agricultural	ADJ
afs-72267	1184	11	gross	gross	ADJ
afs-72267	1184	12	production	production	NOUN
afs-72267	1184	13	was	be	AUX
afs-72267	1184	14	the	the	DET
afs-72267	1184	15	“	"	PUNCT
afs-72267	1184	16	total	total	ADJ
afs-72267	1184	17	accounts	account	NOUN
afs-72267	1184	18	of	of	ADP
afs-72267	1184	19	agriculture	agriculture	NOUN
afs-72267	1184	20	”	"	PUNCT
afs-72267	1184	21	calculated	calculate	VERB
afs-72267	1184	22	at	at	ADP
afs-72267	1184	23	the	the	DET
afs-72267	1184	24	agricultural	agricultural	ADJ
afs-72267	1184	25	economics	economics	PROPN
afs-72267	1184	26	research	research	PROPN
afs-72267	1184	27	institute	institute	PROPN
afs-72267	1184	28	(	(	PUNCT
afs-72267	1184	29	aeri	aeri	PROPN
afs-72267	1184	30	)	)	PUNCT
afs-72267	1184	31	.	.	PUNCT
afs-72267	1185	1	another	another	DET
afs-72267	1185	2	possibility	possibility	NOUN
afs-72267	1185	3	would	would	AUX
afs-72267	1185	4	have	have	AUX
afs-72267	1185	5	been	be	AUX
afs-72267	1185	6	to	to	PART
afs-72267	1185	7	employ	employ	VERB
afs-72267	1185	8	the	the	DET
afs-72267	1185	9	national	national	ADJ
afs-72267	1185	10	income	income	NOUN
afs-72267	1185	11	account	account	NOUN
afs-72267	1185	12	drawn	draw	VERB
afs-72267	1185	13	up	up	ADP
afs-72267	1185	14	by	by	ADP
afs-72267	1185	15	the	the	DET
afs-72267	1185	16	central	central	ADJ
afs-72267	1185	17	statistical	statistical	ADJ
afs-72267	1185	18	office	office	NOUN
afs-72267	1185	19	.	.	PUNCT
afs-72267	1186	1	the	the	DET
afs-72267	1186	2	two	two	NUM
afs-72267	1186	3	series	series	NOUN
afs-72267	1186	4	differ	differ	VERB
afs-72267	1186	5	,	,	PUNCT
afs-72267	1186	6	since	since	SCONJ
afs-72267	1186	7	the	the	DET
afs-72267	1186	8	total	total	ADJ
afs-72267	1186	9	accounts	account	NOUN
afs-72267	1186	10	of	of	ADP
afs-72267	1186	11	agriculture	agriculture	NOUN
afs-72267	1186	12	calculated	calculate	VERB
afs-72267	1186	13	by	by	ADP
afs-72267	1186	14	aeri	aeri	PROPN
afs-72267	1186	15	include	include	VERB
afs-72267	1186	16	only	only	ADV
afs-72267	1186	17	basic	basic	ADJ
afs-72267	1186	18	agriculture	agriculture	NOUN
afs-72267	1186	19	(	(	PUNCT
afs-72267	1186	20	crop	crop	NOUN
afs-72267	1186	21	production	production	NOUN
afs-72267	1186	22	,	,	PUNCT
afs-72267	1186	23	animal	animal	NOUN
afs-72267	1186	24	husbandry	husbandry	NOUN
afs-72267	1186	25	and	and	CCONJ
afs-72267	1186	26	outdoor	outdoor	ADJ
afs-72267	1186	27	garden	garden	NOUN
afs-72267	1186	28	production	production	NOUN
afs-72267	1186	29	)	)	PUNCT
afs-72267	1186	30	,	,	PUNCT
afs-72267	1186	31	whereas	whereas	SCONJ
afs-72267	1186	32	in	in	ADP
afs-72267	1186	33	addition	addition	NOUN
afs-72267	1186	34	to	to	ADP
afs-72267	1186	35	basic	basic	ADJ
afs-72267	1186	36	agriculture	agriculture	NOUN
afs-72267	1186	37	,	,	PUNCT
afs-72267	1186	38	the	the	DET
afs-72267	1186	39	national	national	ADJ
afs-72267	1186	40	income	income	NOUN
afs-72267	1186	41	account	account	NOUN
afs-72267	1186	42	also	also	ADV
afs-72267	1186	43	includes	include	VERB
afs-72267	1186	44	reindeer	reindeer	NOUN
afs-72267	1186	45	,	,	PUNCT
afs-72267	1186	46	bee	bee	NOUN
afs-72267	1186	47	and	and	CCONJ
afs-72267	1186	48	fur	fur	NOUN
afs-72267	1186	49	animal	animal	NOUN
afs-72267	1186	50	husbandry	husbandry	NOUN
afs-72267	1186	51	and	and	CCONJ
afs-72267	1186	52	incomes	income	NOUN
afs-72267	1186	53	from	from	ADP
afs-72267	1186	54	services	service	NOUN
afs-72267	1186	55	,	,	PUNCT
afs-72267	1186	56	including	include	VERB
afs-72267	1186	57	the	the	DET
afs-72267	1186	58	hiring	hiring	NOUN
afs-72267	1186	59	of	of	ADP
afs-72267	1186	60	machines	machine	NOUN
afs-72267	1186	61	.	.	PUNCT
afs-72267	1187	1	outdoor	outdoor	ADJ
afs-72267	1187	2	garden	garden	NOUN
afs-72267	1187	3	production	production	NOUN
afs-72267	1187	4	was	be	AUX
afs-72267	1187	5	not	not	PART
afs-72267	1187	6	included	include	VERB
afs-72267	1187	7	in	in	ADP
afs-72267	1187	8	the	the	DET
afs-72267	1187	9	total	total	ADJ
afs-72267	1187	10	accounts	account	NOUN
afs-72267	1187	11	before	before	ADP
afs-72267	1187	12	1975	1975	NUM
afs-72267	1187	13	.	.	PUNCT
afs-72267	1188	1	the	the	DET
afs-72267	1188	2	total	total	ADJ
afs-72267	1188	3	accounts	account	NOUN
afs-72267	1188	4	series	series	NOUN
afs-72267	1188	5	was	be	AUX
afs-72267	1188	6	chosen	choose	VERB
afs-72267	1188	7	because	because	SCONJ
afs-72267	1188	8	the	the	DET
afs-72267	1188	9	study	study	NOUN
afs-72267	1188	10	primarily	primarily	ADV
afs-72267	1188	11	concerns	concern	VERB
afs-72267	1188	12	basic	basic	ADJ
afs-72267	1188	13	agriculture	agriculture	NOUN
afs-72267	1188	14	.	.	PUNCT
afs-72267	1189	1	the	the	DET
afs-72267	1189	2	data	datum	NOUN
afs-72267	1189	3	from	from	ADP
afs-72267	1189	4	the	the	DET
afs-72267	1189	5	total	total	ADJ
afs-72267	1189	6	accounts	account	NOUN
afs-72267	1189	7	of	of	ADP
afs-72267	1189	8	aeri	aeri	PROPN
afs-72267	1189	9	have	have	AUX
afs-72267	1189	10	been	be	AUX
afs-72267	1189	11	converted	convert	VERB
afs-72267	1189	12	to	to	ADP
afs-72267	1189	13	the	the	DET
afs-72267	1189	14	price	price	NOUN
afs-72267	1189	15	level	level	NOUN
afs-72267	1189	16	of	of	ADP
afs-72267	1189	17	1970	1970	NUM
afs-72267	1189	18	.	.	PUNCT
afs-72267	1190	1	the	the	DET
afs-72267	1190	2	sources	source	NOUN
afs-72267	1190	3	of	of	ADP
afs-72267	1190	4	total	total	ADJ
afs-72267	1190	5	accounts	account	NOUN
afs-72267	1190	6	are	be	AUX
afs-72267	1190	7	the	the	DET
afs-72267	1190	8	following	follow	VERB
afs-72267	1190	9	:	:	PUNCT
afs-72267	1190	10	ihamuotila	ihamuotila	PROPN
afs-72267	1190	11	(	(	PUNCT
afs-72267	1190	12	1972	1972	NUM
afs-72267	1190	13	)	)	PUNCT
afs-72267	1190	14	for	for	ADP
afs-72267	1190	15	1950—1960	1950—1960	NUM
afs-72267	1190	16	;	;	PUNCT
afs-72267	1190	17	siltanen	siltanen	NOUN
afs-72267	1190	18	(	(	PUNCT
afs-72267	1190	19	1977	1977	NUM
afs-72267	1190	20	)	)	PUNCT
afs-72267	1190	21	for	for	ADP
afs-72267	1190	22	1961—1975	1961—1975	NUM
afs-72267	1190	23	;	;	PUNCT
afs-72267	1190	24	and	and	CCONJ
afs-72267	1190	25	the	the	DET
afs-72267	1190	26	corresponding	corresponding	ADJ
afs-72267	1190	27	figures	figure	NOUN
afs-72267	1190	28	released	release	VERB
afs-72267	1190	29	by	by	ADP
afs-72267	1190	30	aeri	aeri	PROPN
afs-72267	1190	31	for	for	ADP
afs-72267	1190	32	1976—1984	1976—1984	PROPN
afs-72267	1190	33	.	.	PUNCT
afs-72267	1191	1	the	the	DET
afs-72267	1191	2	figures	figure	NOUN
afs-72267	1191	3	for	for	ADP
afs-72267	1191	4	1950—1969	1950—1969	NUM
afs-72267	1191	5	have	have	AUX
afs-72267	1191	6	been	be	AUX
afs-72267	1191	7	adjusted	adjust	VERB
afs-72267	1191	8	to	to	PART
afs-72267	1191	9	correspond	correspond	VERB
afs-72267	1191	10	to	to	PART
afs-72267	1191	11	calendar	calendar	NOUN
afs-72267	1191	12	years	year	NOUN
afs-72267	1191	13	,	,	PUNCT
afs-72267	1191	14	not	not	PART
afs-72267	1191	15	crop	crop	NOUN
afs-72267	1191	16	years	year	NOUN
afs-72267	1191	17	.	.	PUNCT
afs-72267	1192	1	state	state	NOUN
afs-72267	1192	2	support	support	NOUN
afs-72267	1192	3	(	(	PUNCT
afs-72267	1192	4	subsidies	subsidy	NOUN
afs-72267	1192	5	and	and	CCONJ
afs-72267	1192	6	compensations	compensation	NOUN
afs-72267	1192	7	)	)	PUNCT
afs-72267	1192	8	as	as	ADV
afs-72267	1192	9	well	well	ADV
afs-72267	1192	10	as	as	ADP
afs-72267	1192	11	changes	change	NOUN
afs-72267	1192	12	in	in	ADP
afs-72267	1192	13	the	the	DET
afs-72267	1192	14	value	value	NOUN
afs-72267	1192	15	of	of	ADP
afs-72267	1192	16	animal	animal	NOUN
afs-72267	1192	17	stock	stock	NOUN
afs-72267	1192	18	have	have	AUX
afs-72267	1192	19	not	not	PART
afs-72267	1192	20	been	be	AUX
afs-72267	1192	21	included	include	VERB
afs-72267	1192	22	in	in	ADP
afs-72267	1192	23	the	the	DET
afs-72267	1192	24	time	time	NOUN
afs-72267	1192	25	series	series	NOUN
afs-72267	1192	26	.	.	PUNCT
afs-72267	1193	1	the	the	DET
afs-72267	1193	2	subperiods	subperiod	NOUN
afs-72267	1193	3	have	have	AUX
afs-72267	1193	4	simply	simply	ADV
afs-72267	1193	5	been	be	AUX
afs-72267	1193	6	linked	link	VERB
afs-72267	1193	7	at	at	ADP
afs-72267	1193	8	1961	1961	NUM
afs-72267	1193	9	,	,	PUNCT
afs-72267	1193	10	1964	1964	NUM
afs-72267	1193	11	and	and	CCONJ
afs-72267	1193	12	1975	1975	NUM
afs-72267	1193	13	.	.	PUNCT
afs-72267	1194	1	4.3	4.3	NUM
afs-72267	1194	2	.	.	PUNCT
afs-72267	1194	3	capital	capital	NOUN
afs-72267	1194	4	stock	stock	NOUN
afs-72267	1194	5	according	accord	VERB
afs-72267	1194	6	to	to	ADP
afs-72267	1194	7	vihavainen	vihavainen	PROPN
afs-72267	1194	8	et	et	NOUN
afs-72267	1194	9	ai	ai	VERB
afs-72267	1194	10	.	.	PUNCT
afs-72267	1195	1	(	(	PUNCT
afs-72267	1195	2	1980	1980	NUM
afs-72267	1195	3	)	)	PUNCT
afs-72267	1195	4	,	,	PUNCT
afs-72267	1195	5	the	the	DET
afs-72267	1195	6	capacity	capacity	NOUN
afs-72267	1195	7	of	of	ADP
afs-72267	1195	8	production	production	NOUN
afs-72267	1195	9	of	of	ADP
afs-72267	1195	10	the	the	DET
afs-72267	1195	11	capital	capital	NOUN
afs-72267	1195	12	stock	stock	NOUN
afs-72267	1195	13	is	be	AUX
afs-72267	1195	14	best	well	ADV
afs-72267	1195	15	approximated	approximate	VERB
afs-72267	1195	16	by	by	ADP
afs-72267	1195	17	the	the	DET
afs-72267	1195	18	gross	gross	ADJ
afs-72267	1195	19	capital	capital	NOUN
afs-72267	1195	20	stock	stock	NOUN
afs-72267	1195	21	.	.	PUNCT
afs-72267	1196	1	this	this	DET
afs-72267	1196	2	concept	concept	NOUN
afs-72267	1196	3	does	do	AUX
afs-72267	1196	4	not	not	PART
afs-72267	1196	5	allow	allow	VERB
afs-72267	1196	6	machines	machine	NOUN
afs-72267	1196	7	or	or	CCONJ
afs-72267	1196	8	buildings	building	NOUN
afs-72267	1196	9	to	to	PART
afs-72267	1196	10	depreciate	depreciate	VERB
afs-72267	1196	11	before	before	ADP
afs-72267	1196	12	being	be	AUX
afs-72267	1196	13	taken	take	VERB
afs-72267	1196	14	out	out	ADP
afs-72267	1196	15	of	of	ADP
afs-72267	1196	16	production	production	NOUN
afs-72267	1196	17	once	once	ADV
afs-72267	1196	18	and	and	CCONJ
afs-72267	1196	19	for	for	ADP
afs-72267	1196	20	all	all	PRON
afs-72267	1196	21	.	.	PUNCT
afs-72267	1197	1	the	the	DET
afs-72267	1197	2	gross	gross	ADJ
afs-72267	1197	3	capital	capital	NOUN
afs-72267	1197	4	stock	stock	NOUN
afs-72267	1197	5	thus	thus	ADV
afs-72267	1197	6	expresses	express	VERB
afs-72267	1197	7	the	the	DET
afs-72267	1197	8	value	value	NOUN
afs-72267	1197	9	of	of	ADP
afs-72267	1197	10	the	the	DET
afs-72267	1197	11	real	real	ADJ
afs-72267	1197	12	capital	capital	NOUN
afs-72267	1197	13	stock	stock	NOUN
afs-72267	1197	14	.	.	PUNCT
afs-72267	1198	1	in	in	ADP
afs-72267	1198	2	the	the	DET
afs-72267	1198	3	net	net	ADJ
afs-72267	1198	4	capital	capital	NOUN
afs-72267	1198	5	stock	stock	NOUN
afs-72267	1198	6	,	,	PUNCT
afs-72267	1198	7	on	on	ADP
afs-72267	1198	8	the	the	DET
afs-72267	1198	9	contrary	contrary	NOUN
afs-72267	1198	10	,	,	PUNCT
afs-72267	1198	11	the	the	DET
afs-72267	1198	12	annual	annual	ADJ
afs-72267	1198	13	depreciations	depreciation	NOUN
afs-72267	1198	14	are	be	AUX
afs-72267	1198	15	subtracted	subtract	VERB
afs-72267	1198	16	from	from	ADP
afs-72267	1198	17	the	the	DET
afs-72267	1198	18	capital	capital	NOUN
afs-72267	1198	19	stock	stock	NOUN
afs-72267	1198	20	.	.	PUNCT
afs-72267	1199	1	in	in	ADP
afs-72267	1199	2	this	this	DET
afs-72267	1199	3	study	study	NOUN
afs-72267	1199	4	the	the	DET
afs-72267	1199	5	gross	gross	ADJ
afs-72267	1199	6	capital	capital	NOUN
afs-72267	1199	7	stock	stock	NOUN
afs-72267	1199	8	has	have	AUX
afs-72267	1199	9	been	be	AUX
afs-72267	1199	10	used	use	VERB
afs-72267	1199	11	to	to	PART
afs-72267	1199	12	measure	measure	VERB
afs-72267	1199	13	the	the	DET
afs-72267	1199	14	productive	productive	ADJ
afs-72267	1199	15	capacity	capacity	NOUN
afs-72267	1199	16	of	of	ADP
afs-72267	1199	17	the	the	DET
afs-72267	1199	18	capital	capital	NOUN
afs-72267	1199	19	stock	stock	NOUN
afs-72267	1199	20	.	.	PUNCT
afs-72267	1200	1	the	the	DET
afs-72267	1200	2	main	main	ADJ
afs-72267	1200	3	portion	portion	NOUN
afs-72267	1200	4	of	of	ADP
afs-72267	1200	5	the	the	DET
afs-72267	1200	6	capital	capital	NOUN
afs-72267	1200	7	stock	stock	NOUN
afs-72267	1200	8	has	have	AUX
afs-72267	1200	9	been	be	AUX
afs-72267	1200	10	taken	take	VERB
afs-72267	1200	11	from	from	ADP
afs-72267	1200	12	the	the	DET
afs-72267	1200	13	national	national	ADJ
afs-72267	1200	14	income	income	NOUN
afs-72267	1200	15	account	account	NOUN
afs-72267	1200	16	at	at	ADP
afs-72267	1200	17	theprice	theprice	NOUN
afs-72267	1200	18	level	level	NOUN
afs-72267	1200	19	of	of	ADP
afs-72267	1200	20	1980	1980	NUM
afs-72267	1200	21	.	.	PUNCT
afs-72267	1201	1	it	it	PRON
afs-72267	1201	2	includes	include	VERB
afs-72267	1201	3	agricultural	agricultural	ADJ
afs-72267	1201	4	buildings	building	NOUN
afs-72267	1201	5	,	,	PUNCT
afs-72267	1201	6	soil	soil	NOUN
afs-72267	1201	7	and	and	CCONJ
afs-72267	1201	8	water	water	NOUN
afs-72267	1201	9	constructions	construction	NOUN
afs-72267	1201	10	and	and	CCONJ
afs-72267	1201	11	machines	machine	NOUN
afs-72267	1201	12	,	,	PUNCT
afs-72267	1201	13	inventories	inventory	NOUN
afs-72267	1201	14	and	and	CCONJ
afs-72267	1201	15	means	mean	NOUN
afs-72267	1201	16	of	of	ADP
afs-72267	1201	17	transport	transport	NOUN
afs-72267	1201	18	.	.	PUNCT
afs-72267	1202	1	the	the	DET
afs-72267	1202	2	capital	capital	NOUN
afs-72267	1202	3	stock	stock	NOUN
afs-72267	1202	4	as	as	SCONJ
afs-72267	1202	5	defined	define	VERB
afs-72267	1202	6	in	in	ADP
afs-72267	1202	7	the	the	DET
afs-72267	1202	8	national	national	ADJ
afs-72267	1202	9	income	income	NOUN
afs-72267	1202	10	accounts	account	NOUN
afs-72267	1202	11	is	be	AUX
afs-72267	1202	12	presented	present	VERB
afs-72267	1202	13	in	in	ADP
afs-72267	1202	14	appendix	appendix	NOUN
afs-72267	1202	15	5	5	NUM
afs-72267	1202	16	.	.	NUM
afs-72267	1202	17	296	296	NUM
afs-72267	1202	18	the	the	DET
afs-72267	1202	19	capital	capital	NOUN
afs-72267	1202	20	stock	stock	NOUN
afs-72267	1202	21	measured	measure	VERB
afs-72267	1202	22	by	by	ADP
afs-72267	1202	23	the	the	DET
afs-72267	1202	24	preceding	precede	VERB
afs-72267	1202	25	items	item	NOUN
afs-72267	1202	26	has	have	AUX
afs-72267	1202	27	been	be	AUX
afs-72267	1202	28	corrected	correct	VERB
afs-72267	1202	29	by	by	ADP
afs-72267	1202	30	adding	add	VERB
afs-72267	1202	31	cultivated	cultivate	VERB
afs-72267	1202	32	land	land	NOUN
afs-72267	1202	33	and	and	CCONJ
afs-72267	1202	34	livestock	livestock	NOUN
afs-72267	1202	35	.	.	PUNCT
afs-72267	1203	1	stores	store	NOUN
afs-72267	1203	2	,	,	PUNCT
afs-72267	1203	3	any	any	DET
afs-72267	1203	4	other	other	ADJ
afs-72267	1203	5	land	land	NOUN
afs-72267	1203	6	improvements	improvement	NOUN
afs-72267	1203	7	,	,	PUNCT
afs-72267	1203	8	capital	capital	NOUN
afs-72267	1203	9	invested	invest	VERB
afs-72267	1203	10	in	in	ADP
afs-72267	1203	11	growing	grow	VERB
afs-72267	1203	12	crops	crop	NOUN
afs-72267	1203	13	and	and	CCONJ
afs-72267	1203	14	receivables	receivable	NOUN
afs-72267	1203	15	,	,	PUNCT
afs-72267	1203	16	however	however	ADV
afs-72267	1203	17	,	,	PUNCT
afs-72267	1203	18	have	have	AUX
afs-72267	1203	19	not	not	PART
afs-72267	1203	20	been	be	AUX
afs-72267	1203	21	included	include	VERB
afs-72267	1203	22	even	even	ADV
afs-72267	1203	23	though	though	SCONJ
afs-72267	1203	24	both	both	DET
afs-72267	1203	25	ihamuotila	ihamuotila	NOUN
afs-72267	1203	26	and	and	CCONJ
afs-72267	1203	27	stanton	stanton	PROPN
afs-72267	1203	28	(	(	PUNCT
afs-72267	1203	29	1970	1970	NUM
afs-72267	1203	30	)	)	PUNCT
afs-72267	1203	31	and	and	CCONJ
afs-72267	1203	32	ihamuotila	ihamuotila	INTJ
afs-72267	1203	33	(	(	PUNCT
afs-72267	1203	34	1983	1983	NUM
afs-72267	1203	35	)	)	PUNCT
afs-72267	1203	36	took	take	VERB
afs-72267	1203	37	them	they	PRON
afs-72267	1203	38	into	into	ADP
afs-72267	1203	39	account	account	NOUN
afs-72267	1203	40	.	.	PUNCT
afs-72267	1204	1	moreover	moreover	ADV
afs-72267	1204	2	,	,	PUNCT
afs-72267	1204	3	their	their	PRON
afs-72267	1204	4	share	share	NOUN
afs-72267	1204	5	in	in	ADP
afs-72267	1204	6	the	the	DET
afs-72267	1204	7	whole	whole	ADJ
afs-72267	1204	8	capital	capital	NOUN
afs-72267	1204	9	stock	stock	NOUN
afs-72267	1204	10	is	be	AUX
afs-72267	1204	11	minor	minor	ADJ
afs-72267	1204	12	.	.	PUNCT
afs-72267	1205	1	the	the	DET
afs-72267	1205	2	information	information	NOUN
afs-72267	1205	3	on	on	ADP
afs-72267	1205	4	cultivated	cultivate	VERB
afs-72267	1205	5	area	area	NOUN
afs-72267	1205	6	is	be	AUX
afs-72267	1205	7	based	base	VERB
afs-72267	1205	8	on	on	ADP
afs-72267	1205	9	the	the	DET
afs-72267	1205	10	monthly	monthly	ADJ
afs-72267	1205	11	review	review	NOUN
afs-72267	1205	12	of	of	ADP
afs-72267	1205	13	agricultural	agricultural	ADJ
afs-72267	1205	14	statistics	statistic	NOUN
afs-72267	1205	15	(	(	PUNCT
afs-72267	1205	16	board	board	NOUN
afs-72267	1205	17	of	of	ADP
afs-72267	1205	18	agriculture	agriculture	PROPN
afs-72267	1205	19	)	)	PUNCT
afs-72267	1205	20	1955—1984	1955—1984	PROPN
afs-72267	1205	21	and	and	CCONJ
afs-72267	1205	22	on	on	ADP
afs-72267	1205	23	the	the	DET
afs-72267	1205	24	official	official	ADJ
afs-72267	1205	25	statistics	statistic	NOUN
afs-72267	1205	26	of	of	ADP
afs-72267	1205	27	finland	finland	PROPN
afs-72267	1205	28	(	(	PUNCT
afs-72267	1205	29	osf	osf	NOUN
afs-72267	1205	30	111	111	NUM
afs-72267	1205	31	,	,	PUNCT
afs-72267	1205	32	agriculture	agriculture	NOUN
afs-72267	1205	33	1950—1954	1950—1954	NUM
afs-72267	1205	34	)	)	PUNCT
afs-72267	1205	35	.	.	PUNCT
afs-72267	1206	1	the	the	DET
afs-72267	1206	2	value	value	NOUN
afs-72267	1206	3	of	of	ADP
afs-72267	1206	4	land	land	NOUN
afs-72267	1206	5	has	have	AUX
afs-72267	1206	6	been	be	AUX
afs-72267	1206	7	calculated	calculate	VERB
afs-72267	1206	8	according	accord	VERB
afs-72267	1206	9	to	to	ADP
afs-72267	1206	10	the	the	DET
afs-72267	1206	11	same	same	ADJ
afs-72267	1206	12	principles	principle	NOUN
afs-72267	1206	13	used	use	VERB
afs-72267	1206	14	by	by	ADP
afs-72267	1206	15	ihamuotila	ihamuotila	PROPN
afs-72267	1206	16	(	(	PUNCT
afs-72267	1206	17	1983	1983	NUM
afs-72267	1206	18	)	)	PUNCT
afs-72267	1206	19	but	but	CCONJ
afs-72267	1206	20	at	at	ADP
afs-72267	1206	21	the	the	DET
afs-72267	1206	22	price	price	NOUN
afs-72267	1206	23	level	level	NOUN
afs-72267	1206	24	of	of	ADP
afs-72267	1206	25	1980	1980	NUM
afs-72267	1206	26	.	.	PUNCT
afs-72267	1207	1	according	accord	VERB
afs-72267	1207	2	to	to	ADP
afs-72267	1207	3	that	that	DET
afs-72267	1207	4	study	study	NOUN
afs-72267	1207	5	,	,	PUNCT
afs-72267	1207	6	this	this	DET
afs-72267	1207	7	value	value	NOUN
afs-72267	1207	8	was	be	AUX
afs-72267	1207	9	fim	fim	INTJ
afs-72267	1207	10	9,163	9,163	NUM
afs-72267	1207	11	per	per	ADP
afs-72267	1207	12	hectare	hectare	NOUN
afs-72267	1207	13	of	of	ADP
afs-72267	1207	14	field	field	NOUN
afs-72267	1207	15	in	in	ADP
afs-72267	1207	16	production	production	NOUN
afs-72267	1207	17	,	,	PUNCT
afs-72267	1207	18	whereas	whereas	SCONJ
afs-72267	1207	19	uncultivated	uncultivated	ADJ
afs-72267	1207	20	field	field	NOUN
afs-72267	1207	21	was	be	AUX
afs-72267	1207	22	valued	value	VERB
afs-72267	1207	23	at	at	ADP
afs-72267	1207	24	one	one	NUM
afs-72267	1207	25	-	-	PUNCT
afs-72267	1207	26	third	third	NOUN
afs-72267	1207	27	less	less	ADJ
afs-72267	1207	28	(	(	PUNCT
afs-72267	1207	29	fim	fim	NOUN
afs-72267	1207	30	6,109	6,109	NUM
afs-72267	1207	31	per	per	ADP
afs-72267	1207	32	hectare	hectare	NOUN
afs-72267	1207	33	)	)	PUNCT
afs-72267	1207	34	.	.	PUNCT
afs-72267	1208	1	the	the	DET
afs-72267	1208	2	values	value	NOUN
afs-72267	1208	3	for	for	ADP
afs-72267	1208	4	field	field	NOUN
afs-72267	1208	5	mentioned	mention	VERB
afs-72267	1208	6	above	above	ADV
afs-72267	1208	7	may	may	AUX
afs-72267	1208	8	seem	seem	VERB
afs-72267	1208	9	low	low	ADJ
afs-72267	1208	10	and	and	CCONJ
afs-72267	1208	11	certain	certain	ADJ
afs-72267	1208	12	reservations	reservation	NOUN
afs-72267	1208	13	should	should	AUX
afs-72267	1208	14	be	be	AUX
afs-72267	1208	15	made	make	VERB
afs-72267	1208	16	,	,	PUNCT
afs-72267	1208	17	as	as	SCONJ
afs-72267	1208	18	the	the	DET
afs-72267	1208	19	figures	figure	NOUN
afs-72267	1208	20	express	express	VERB
afs-72267	1208	21	averages	average	NOUN
afs-72267	1208	22	for	for	ADP
afs-72267	1208	23	the	the	DET
afs-72267	1208	24	whole	whole	ADJ
afs-72267	1208	25	country	country	NOUN
afs-72267	1208	26	.	.	PUNCT
afs-72267	1209	1	there	there	PRON
afs-72267	1209	2	are	be	VERB
afs-72267	1209	3	large	large	ADJ
afs-72267	1209	4	regional	regional	ADJ
afs-72267	1209	5	discrepancies	discrepancy	NOUN
afs-72267	1209	6	in	in	ADP
afs-72267	1209	7	the	the	DET
afs-72267	1209	8	value	value	NOUN
afs-72267	1209	9	of	of	ADP
afs-72267	1209	10	land	land	NOUN
afs-72267	1209	11	.	.	PUNCT
afs-72267	1210	1	table	table	NOUN
afs-72267	1210	2	5	5	NUM
afs-72267	1210	3	shows	show	VERB
afs-72267	1210	4	the	the	DET
afs-72267	1210	5	total	total	ADJ
afs-72267	1210	6	area	area	NOUN
afs-72267	1210	7	and	and	CCONJ
afs-72267	1210	8	its	its	PRON
afs-72267	1210	9	value	value	NOUN
afs-72267	1210	10	in	in	ADP
afs-72267	1210	11	the	the	DET
afs-72267	1210	12	price	price	NOUN
afs-72267	1210	13	level	level	NOUN
afs-72267	1210	14	of	of	ADP
afs-72267	1210	15	1980	1980	NUM
afs-72267	1210	16	.	.	PUNCT
afs-72267	1211	1	in	in	ADP
afs-72267	1211	2	order	order	NOUN
afs-72267	1211	3	to	to	PART
afs-72267	1211	4	include	include	VERB
afs-72267	1211	5	the	the	DET
afs-72267	1211	6	value	value	NOUN
afs-72267	1211	7	of	of	ADP
afs-72267	1211	8	livestock	livestock	NOUN
afs-72267	1211	9	,	,	PUNCT
afs-72267	1211	10	information	information	NOUN
afs-72267	1211	11	on	on	ADP
afs-72267	1211	12	the	the	DET
afs-72267	1211	13	stock	stock	NOUN
afs-72267	1211	14	of	of	ADP
afs-72267	1211	15	animals	animal	NOUN
afs-72267	1211	16	for	for	ADP
afs-72267	1211	17	1950—1980	1950—1980	NUM
afs-72267	1211	18	has	have	AUX
afs-72267	1211	19	been	be	AUX
afs-72267	1211	20	taken	take	VERB
afs-72267	1211	21	from	from	ADP
afs-72267	1211	22	the	the	DET
afs-72267	1211	23	studies	study	NOUN
afs-72267	1211	24	mentioned	mention	VERB
afs-72267	1211	25	earlier	early	ADV
afs-72267	1211	26	,	,	PUNCT
afs-72267	1211	27	i.e.	i.e.	X
afs-72267	1211	28	ihamuotila	ihamuotila	NOUN
afs-72267	1211	29	and	and	CCONJ
afs-72267	1211	30	stanton	stanton	PROPN
afs-72267	1211	31	(	(	PUNCT
afs-72267	1211	32	1970	1970	NUM
afs-72267	1211	33	)	)	PUNCT
afs-72267	1211	34	and	and	CCONJ
afs-72267	1211	35	ihamuotila	ihamuotila	INTJ
afs-72267	1211	36	(	(	PUNCT
afs-72267	1211	37	1983	1983	NUM
afs-72267	1211	38	)	)	PUNCT
afs-72267	1211	39	.	.	PUNCT
afs-72267	1212	1	the	the	DET
afs-72267	1212	2	index	index	NOUN
afs-72267	1212	3	series	series	NOUN
afs-72267	1212	4	in	in	ADP
afs-72267	1212	5	the	the	DET
afs-72267	1212	6	former	former	NOUN
afs-72267	1212	7	has	have	AUX
afs-72267	1212	8	been	be	AUX
afs-72267	1212	9	linked	link	VERB
afs-72267	1212	10	to	to	ADP
afs-72267	1212	11	the	the	DET
afs-72267	1212	12	latter	latter	ADJ
afs-72267	1212	13	in	in	ADP
afs-72267	1212	14	1961	1961	NUM
afs-72267	1212	15	.	.	PUNCT
afs-72267	1213	1	the	the	DET
afs-72267	1213	2	series	series	NOUN
afs-72267	1213	3	obtained	obtain	VERB
afs-72267	1213	4	in	in	ADP
afs-72267	1213	5	this	this	DET
afs-72267	1213	6	way	way	NOUN
afs-72267	1213	7	has	have	AUX
afs-72267	1213	8	been	be	AUX
afs-72267	1213	9	multiplied	multiply	VERB
afs-72267	1213	10	by	by	ADP
afs-72267	1213	11	the	the	DET
afs-72267	1213	12	value	value	NOUN
afs-72267	1213	13	of	of	ADP
afs-72267	1213	14	livestock	livestock	NOUN
afs-72267	1213	15	in	in	ADP
afs-72267	1213	16	1980	1980	NUM
afs-72267	1213	17	.	.	PUNCT
afs-72267	1214	1	the	the	DET
afs-72267	1214	2	result	result	NOUN
afs-72267	1214	3	is	be	AUX
afs-72267	1214	4	an	an	DET
afs-72267	1214	5	estimation	estimation	NOUN
afs-72267	1214	6	of	of	ADP
afs-72267	1214	7	the	the	DET
afs-72267	1214	8	valueof	valueof	ADJ
afs-72267	1214	9	livestock	livestock	NOUN
afs-72267	1214	10	for	for	ADP
afs-72267	1214	11	the	the	DET
afs-72267	1214	12	period	period	NOUN
afs-72267	1214	13	1950—1980	1950—1980	NUM
afs-72267	1214	14	.	.	PUNCT
afs-72267	1215	1	on	on	ADP
afs-72267	1215	2	the	the	DET
afs-72267	1215	3	basis	basis	NOUN
afs-72267	1215	4	of	of	ADP
afs-72267	1215	5	the	the	DET
afs-72267	1215	6	latter	latter	ADJ
afs-72267	1215	7	study	study	NOUN
afs-72267	1215	8	,	,	PUNCT
afs-72267	1215	9	the	the	DET
afs-72267	1215	10	development	development	NOUN
afs-72267	1215	11	of	of	ADP
afs-72267	1215	12	livestock	livestock	NOUN
afs-72267	1215	13	in	in	ADP
afs-72267	1215	14	1981—1984	1981—1984	PROPN
afs-72267	1215	15	has	have	AUX
afs-72267	1215	16	been	be	AUX
afs-72267	1215	17	followed	follow	VERB
afs-72267	1215	18	up	up	ADP
afs-72267	1215	19	using	use	VERB
afs-72267	1215	20	the	the	DET
afs-72267	1215	21	same	same	ADJ
afs-72267	1215	22	principles	principle	NOUN
afs-72267	1215	23	.	.	PUNCT
afs-72267	1216	1	the	the	DET
afs-72267	1216	2	value	value	NOUN
afs-72267	1216	3	of	of	ADP
afs-72267	1216	4	cattle	cattle	NOUN
afs-72267	1216	5	has	have	AUX
afs-72267	1216	6	,	,	PUNCT
afs-72267	1216	7	accordingly	accordingly	ADV
afs-72267	1216	8	,	,	PUNCT
afs-72267	1216	9	been	be	AUX
afs-72267	1216	10	calculated	calculate	VERB
afs-72267	1216	11	as	as	SCONJ
afs-72267	1216	12	follows	follow	VERB
afs-72267	1216	13	.	.	PUNCT
afs-72267	1217	1	the	the	DET
afs-72267	1217	2	value	value	NOUN
afs-72267	1217	3	of	of	ADP
afs-72267	1217	4	one	one	NUM
afs-72267	1217	5	dairy	dairy	NOUN
afs-72267	1217	6	cow	cow	NOUN
afs-72267	1217	7	at	at	ADP
afs-72267	1217	8	constant	constant	ADJ
afs-72267	1217	9	prices	price	NOUN
afs-72267	1217	10	can	can	AUX
afs-72267	1217	11	not	not	PART
afs-72267	1217	12	be	be	AUX
afs-72267	1217	13	measured	measure	VERB
afs-72267	1217	14	by	by	ADP
afs-72267	1217	15	multiplying	multiply	VERB
afs-72267	1217	16	the	the	DET
afs-72267	1217	17	unit	unit	NOUN
afs-72267	1217	18	price	price	NOUN
afs-72267	1217	19	in	in	ADP
afs-72267	1217	20	1980	1980	NUM
afs-72267	1217	21	by	by	ADP
afs-72267	1217	22	the	the	DET
afs-72267	1217	23	number	number	NOUN
afs-72267	1217	24	ofcows	ofcow	VERB
afs-72267	1217	25	,	,	PUNCT
afs-72267	1217	26	since	since	SCONJ
afs-72267	1217	27	milk	milk	NOUN
afs-72267	1217	28	yield	yield	NOUN
afs-72267	1217	29	per	per	ADP
afs-72267	1217	30	cow	cow	NOUN
afs-72267	1217	31	has	have	AUX
afs-72267	1217	32	improved	improve	VERB
afs-72267	1217	33	continuously	continuously	ADV
afs-72267	1217	34	and	and	CCONJ
afs-72267	1217	35	slaughter	slaughter	NOUN
afs-72267	1217	36	weight	weight	NOUN
afs-72267	1217	37	has	have	AUX
afs-72267	1217	38	varied	vary	VERB
afs-72267	1217	39	.	.	PUNCT
afs-72267	1218	1	the	the	DET
afs-72267	1218	2	current	current	ADJ
afs-72267	1218	3	table	table	NOUN
afs-72267	1218	4	5	5	NUM
afs-72267	1218	5	.	.	PUNCT
afs-72267	1219	1	the	the	DET
afs-72267	1219	2	area	area	NOUN
afs-72267	1219	3	and	and	CCONJ
afs-72267	1219	4	value	value	NOUN
afs-72267	1219	5	of	of	ADP
afs-72267	1219	6	land	land	NOUN
afs-72267	1219	7	1950—1984	1950—1984	PROPN
afs-72267	1219	8	at	at	ADP
afs-72267	1219	9	the	the	DET
afs-72267	1219	10	price	price	NOUN
afs-72267	1219	11	level	level	NOUN
afs-72267	1219	12	of	of	ADP
afs-72267	1219	13	1980	1980	NUM
afs-72267	1219	14	.	.	PUNCT
afs-72267	1220	1	area	area	NOUN
afs-72267	1220	2	(	(	PUNCT
afs-72267	1220	3	1,000	1,000	NUM
afs-72267	1220	4	hectares	hectare	NOUN
afs-72267	1220	5	)	)	PUNCT
afs-72267	1220	6	value	value	NOUN
afs-72267	1220	7	of	of	ADP
afs-72267	1220	8	field	field	NOUN
afs-72267	1220	9	in	in	ADP
afs-72267	1220	10	not	not	PART
afs-72267	1220	11	in	in	ADP
afs-72267	1220	12	r	r	NOUN
afs-72267	1220	13	-	-	PUNCT
afs-72267	1220	14	iw	iw	PROPN
afs-72267	1220	15	mfim	mfim	NOUN
afs-72267	1220	16	mill	mill	NOUN
afs-72267	1220	17	,	,	PUNCT
afs-72267	1220	18	production	production	NOUN
afs-72267	1220	19	production	production	NOUN
afs-72267	1220	20	1950	1950	NUM
afs-72267	1220	21	2,430.9	2,430.9	NUM
afs-72267	1220	22	22,274	22,274	NUM
afs-72267	1220	23	1951	1951	NUM
afs-72267	1220	24	2,458.2	2,458.2	NUM
afs-72267	1220	25	22,524	22,524	NUM
afs-72267	1220	26	1952	1952	NUM
afs-72267	1220	27	2,499.4	2,499.4	NUM
afs-72267	1220	28	22,902	22,902	NUM
afs-72267	1220	29	1953	1953	NUM
afs-72267	1220	30	2,516.4	2,516.4	NUM
afs-72267	1220	31	23,058	23,058	NUM
afs-72267	1220	32	1954	1954	NUM
afs-72267	1220	33	2,540.2	2,540.2	NUM
afs-72267	1220	34	23,276	23,276	NUM
afs-72267	1220	35	1955	1955	NUM
afs-72267	1220	36	2,565.7	2,565.7	NUM
afs-72267	1220	37	23,510	23,510	NUM
afs-72267	1220	38	1956	1956	NUM
afs-72267	1220	39	2,579.9	2,579.9	NUM
afs-72267	1220	40	23,640	23,640	NUM
afs-72267	1220	41	1957	1957	NUM
afs-72267	1220	42	2,596.1	2,596.1	NUM
afs-72267	1220	43	23,788	23,788	NUM
afs-72267	1220	44	1958	1958	NUM
afs-72267	1220	45	2,611.1	2,611.1	NUM
afs-72267	1220	46	23,926	23,926	NUM
afs-72267	1220	47	1959	1959	NUM
afs-72267	1220	48	2,633.3	2,633.3	NUM
afs-72267	1220	49	24,129	24,129	NUM
afs-72267	1220	50	1960	1960	NUM
afs-72267	1220	51	2,670.7	2,670.7	NUM
afs-72267	1220	52	24,472	24,472	NUM
afs-72267	1220	53	1961	1961	NUM
afs-72267	1220	54	2,670.7	2,670.7	NUM
afs-72267	1220	55	24,472	24,472	NUM
afs-72267	1220	56	1962	1962	NUM
afs-72267	1220	57	2,686.6	2,686.6	NUM
afs-72267	1220	58	24,617	24,617	NUM
afs-72267	1220	59	1963	1963	NUM
afs-72267	1220	60	2,703.2	2,703.2	NUM
afs-72267	1220	61	24,769	24,769	NUM
afs-72267	1220	62	1964	1964	NUM
afs-72267	1220	63	2,716.7	2,716.7	NUM
afs-72267	1220	64	24,893	24,893	NUM
afs-72267	1220	65	1965	1965	NUM
afs-72267	1220	66	2,731.2	2,731.2	NUM
afs-72267	1220	67	25,026	25,026	NUM
afs-72267	1220	68	1966	1966	NUM
afs-72267	1220	69	2,741.2	2,741.2	NUM
afs-72267	1220	70	25,118	25,118	NUM
afs-72267	1220	71	1967	1967	NUM
afs-72267	1220	72	2,743.6	2,743.6	NUM
afs-72267	1220	73	2.8	2.8	NUM
afs-72267	1220	74	25,157	25,157	NUM
afs-72267	1220	75	1968	1968	NUM
afs-72267	1220	76	2,746.1	2,746.1	NUM
afs-72267	1220	77	4.3	4.3	NUM
afs-72267	1220	78	25,189	25,189	NUM
afs-72267	1220	79	1969	1969	NUM
afs-72267	1220	80	2,666.3	2,666.3	NUM
afs-72267	1220	81	86.5	86.5	NUM
afs-72267	1220	82	24,960	24,960	NUM
afs-72267	1220	83	1970	1970	NUM
afs-72267	1220	84	2,577.2	2,577.2	NUM
afs-72267	1220	85	92.9	92.9	NUM
afs-72267	1220	86	24,182	24,182	NUM
afs-72267	1220	87	1971	1971	NUM
afs-72267	1220	88	2,554.8	2,554.8	NUM
afs-72267	1220	89	113.0	113.0	NUM
afs-72267	1220	90	24,100	24,100	NUM
afs-72267	1220	91	1972	1972	NUM
afs-72267	1220	92	2,463.7	2,463.7	NUM
afs-72267	1220	93	201.3	201.3	NUM
afs-72267	1220	94	23,805	23,805	NUM
afs-72267	1220	95	1973	1973	NUM
afs-72267	1220	96	2,435.5	2,435.5	NUM
afs-72267	1220	97	223.8	223.8	NUM
afs-72267	1220	98	23,684	23,684	NUM
afs-72267	1220	99	1974	1974	NUM
afs-72267	1220	100	2,446.8	2,446.8	NUM
afs-72267	1220	101	206.8	206.8	NUM
afs-72267	1220	102	23,684	23,684	NUM
afs-72267	1220	103	1975	1975	NUM
afs-72267	1220	104	2,453.8	2,453.8	NUM
afs-72267	1220	105	187.5	187.5	NUM
afs-72267	1220	106	23,630	23,630	NUM
afs-72267	1220	107	1976	1976	NUM
afs-72267	1220	108	2,463.9	2,463.9	NUM
afs-72267	1220	109	149.0	149.0	NUM
afs-72267	1220	110	23,487	23,487	NUM
afs-72267	1220	111	1977	1977	NUM
afs-72267	1220	112	2,452.2	2,452.2	NUM
afs-72267	1220	113	191.0	191.0	NUM
afs-72267	1220	114	23,636	23,636	NUM
afs-72267	1220	115	1978	1978	NUM
afs-72267	1220	116	2,412.3	2,412.3	NUM
afs-72267	1220	117	190.6	190.6	NUM
afs-72267	1220	118	23,268	23,268	NUM
afs-72267	1220	119	1979	1979	NUM
afs-72267	1220	120	2,401.5	2,401.5	NUM
afs-72267	1220	121	187.5	187.5	NUM
afs-72267	1220	122	23,150	23,150	NUM
afs-72267	1220	123	1980	1980	NUM
afs-72267	1220	124	2,372.0	2,372.0	NUM
afs-72267	1220	125	190.7	190.7	NUM
afs-72267	1220	126	22,900	22,900	NUM
afs-72267	1220	127	1981	1981	NUM
afs-72267	1220	128	2,355.7	2,355.7	NUM
afs-72267	1220	129	184.2	184.2	NUM
afs-72267	1220	130	22,711	22,711	NUM
afs-72267	1220	131	1982	1982	NUM
afs-72267	1220	132	2,327.7	2,327.7	NUM
afs-72267	1220	133	188.9	188.9	NUM
afs-72267	1220	134	22,483	22,483	NUM
afs-72267	1220	135	1983	1983	NUM
afs-72267	1220	136	2,314.4	2,314.4	NUM
afs-72267	1220	137	152.2	152.2	NUM
afs-72267	1220	138	22,137	22,137	NUM
afs-72267	1220	139	1984	1984	NUM
afs-72267	1220	140	2,292.7	2,292.7	NUM
afs-72267	1220	141	146.1	146.1	NUM
afs-72267	1220	142	21,901	21,901	NUM
afs-72267	1220	143	value	value	NOUN
afs-72267	1220	144	is	be	AUX
afs-72267	1220	145	first	first	ADV
afs-72267	1220	146	calculated	calculate	VERB
afs-72267	1220	147	as	as	ADP
afs-72267	1220	148	in	in	ADP
afs-72267	1220	149	the	the	DET
afs-72267	1220	150	study	study	NOUN
afs-72267	1220	151	of	of	ADP
afs-72267	1220	152	ihamuotila	ihamuotila	PROPN
afs-72267	1220	153	(	(	PUNCT
afs-72267	1220	154	1983	1983	NUM
afs-72267	1220	155	)	)	PUNCT
afs-72267	1220	156	with	with	ADP
afs-72267	1220	157	slaughter	slaughter	NOUN
afs-72267	1220	158	weight	weight	NOUN
afs-72267	1220	159	as	as	ADP
afs-72267	1220	160	the	the	DET
afs-72267	1220	161	starting	starting	NOUN
afs-72267	1220	162	point	point	NOUN
afs-72267	1220	163	.	.	PUNCT
afs-72267	1221	1	this	this	DET
afs-72267	1221	2	minimum	minimum	ADJ
afs-72267	1221	3	value	value	NOUN
afs-72267	1221	4	for	for	ADP
afs-72267	1221	5	a	a	DET
afs-72267	1221	6	dairy	dairy	NOUN
afs-72267	1221	7	cow	cow	NOUN
afs-72267	1221	8	has	have	AUX
afs-72267	1221	9	been	be	AUX
afs-72267	1221	10	positively	positively	ADV
afs-72267	1221	11	adjusted	adjust	VERB
afs-72267	1221	12	by	by	ADP
afs-72267	1221	13	35	35	NUM
afs-72267	1221	14	%	%	NOUN
afs-72267	1221	15	per	per	ADP
afs-72267	1221	16	year	year	NOUN
afs-72267	1221	17	,	,	PUNCT
afs-72267	1221	18	a	a	DET
afs-72267	1221	19	value	value	NOUN
afs-72267	1221	20	considered	consider	VERB
afs-72267	1221	21	to	to	PART
afs-72267	1221	22	represent	represent	VERB
afs-72267	1221	23	the	the	DET
afs-72267	1221	24	difference	difference	NOUN
afs-72267	1221	25	between	between	ADP
afs-72267	1221	26	slaughter	slaughter	NOUN
afs-72267	1221	27	weight	weight	NOUN
afs-72267	1221	28	and	and	CCONJ
afs-72267	1221	29	the	the	DET
afs-72267	1221	30	value	value	NOUN
afs-72267	1221	31	of	of	ADP
afs-72267	1221	32	production	production	NOUN
afs-72267	1221	33	in	in	ADP
afs-72267	1221	34	1961	1961	NUM
afs-72267	1221	35	(	(	PUNCT
afs-72267	1221	36	ihamuotila	ihamuotila	NOUN
afs-72267	1221	37	and	and	CCONJ
afs-72267	1221	38	stanton	stanton	PROPN
afs-72267	1221	39	1970	1970	NUM
afs-72267	1221	40	)	)	PUNCT
afs-72267	1221	41	.	.	PUNCT
afs-72267	1222	1	this	this	DET
afs-72267	1222	2	value	value	NOUN
afs-72267	1222	3	has	have	AUX
afs-72267	1222	4	been	be	AUX
afs-72267	1222	5	raised	raise	VERB
afs-72267	1222	6	by	by	ADP
afs-72267	1222	7	half	half	NOUN
afs-72267	1222	8	of	of	ADP
afs-72267	1222	9	the	the	DET
afs-72267	1222	10	index	index	NOUN
afs-72267	1222	11	series	series	NOUN
afs-72267	1222	12	showing	show	VERB
afs-72267	1222	13	the	the	DET
afs-72267	1222	14	average	average	ADJ
afs-72267	1222	15	milk	milk	NOUN
afs-72267	1222	16	yield	yield	NOUN
afs-72267	1222	17	per	per	ADP
afs-72267	1222	18	cow	cow	NOUN
afs-72267	1222	19	.	.	PUNCT
afs-72267	1223	1	the	the	DET
afs-72267	1223	2	obtained	obtain	VERB
afs-72267	1223	3	value	value	NOUN
afs-72267	1223	4	has	have	AUX
afs-72267	1223	5	been	be	AUX
afs-72267	1223	6	further	far	ADV
afs-72267	1223	7	adjusted	adjust	VERB
afs-72267	1223	8	by	by	ADP
afs-72267	1223	9	the	the	DET
afs-72267	1223	10	price	price	NOUN
afs-72267	1223	11	ratio	ratio	NOUN
afs-72267	1223	12	of	of	ADP
afs-72267	1223	13	milk	milk	NOUN
afs-72267	1223	14	to	to	PART
afs-72267	1223	15	meat	meat	VERB
afs-72267	1223	16	,	,	PUNCT
afs-72267	1223	17	the	the	DET
afs-72267	1223	18	result	result	NOUN
afs-72267	1223	19	being	be	AUX
afs-72267	1223	20	the	the	DET
afs-72267	1223	21	current	current	ADJ
afs-72267	1223	22	value	value	NOUN
afs-72267	1223	23	of	of	ADP
afs-72267	1223	24	one	one	NUM
afs-72267	1223	25	cow	cow	NOUN
afs-72267	1223	26	.	.	PUNCT
afs-72267	1223	27	297	297	NUM
afs-72267	1223	28	in	in	ADP
afs-72267	1223	29	1980	1980	NUM
afs-72267	1223	30	the	the	DET
afs-72267	1223	31	value	value	NOUN
afs-72267	1223	32	of	of	ADP
afs-72267	1223	33	one	one	NUM
afs-72267	1223	34	cow	cow	NOUN
afs-72267	1223	35	was	be	AUX
afs-72267	1223	36	fim	fim	VERB
afs-72267	1223	37	4,918	4,918	NUM
afs-72267	1223	38	according	accord	VERB
afs-72267	1223	39	to	to	ADP
afs-72267	1223	40	this	this	DET
afs-72267	1223	41	calculation	calculation	NOUN
afs-72267	1223	42	procedure	procedure	NOUN
afs-72267	1223	43	.	.	PUNCT
afs-72267	1224	1	rearing	rear	VERB
afs-72267	1224	2	cattle	cattle	NOUN
afs-72267	1224	3	has	have	AUX
afs-72267	1224	4	been	be	AUX
afs-72267	1224	5	valued	value	VERB
afs-72267	1224	6	at	at	ADP
afs-72267	1224	7	60	60	NUM
afs-72267	1224	8	%	%	NOUN
afs-72267	1224	9	,	,	PUNCT
afs-72267	1224	10	and	and	CCONJ
afs-72267	1224	11	a	a	DET
afs-72267	1224	12	calf	calf	NOUN
afs-72267	1224	13	at	at	ADP
afs-72267	1224	14	25	25	NUM
afs-72267	1224	15	%	%	NOUN
afs-72267	1224	16	of	of	ADP
afs-72267	1224	17	the	the	DET
afs-72267	1224	18	value	value	NOUN
afs-72267	1224	19	of	of	ADP
afs-72267	1224	20	a	a	DET
afs-72267	1224	21	dairy	dairy	NOUN
afs-72267	1224	22	cow	cow	NOUN
afs-72267	1224	23	.	.	PUNCT
afs-72267	1225	1	this	this	DET
afs-72267	1225	2	constant	constant	ADJ
afs-72267	1225	3	price	price	NOUN
afs-72267	1225	4	for	for	ADP
afs-72267	1225	5	a	a	DET
afs-72267	1225	6	young	young	ADJ
afs-72267	1225	7	animal	animal	NOUN
afs-72267	1225	8	has	have	AUX
afs-72267	1225	9	been	be	AUX
afs-72267	1225	10	calculated	calculate	VERB
afs-72267	1225	11	on	on	ADP
afs-72267	1225	12	the	the	DET
afs-72267	1225	13	basis	basis	NOUN
afs-72267	1225	14	of	of	ADP
afs-72267	1225	15	the	the	DET
afs-72267	1225	16	price	price	NOUN
afs-72267	1225	17	development	development	NOUN
afs-72267	1225	18	of	of	ADP
afs-72267	1225	19	beef	beef	NOUN
afs-72267	1225	20	in	in	ADP
afs-72267	1225	21	the	the	DET
afs-72267	1225	22	same	same	ADJ
afs-72267	1225	23	manner	manner	NOUN
afs-72267	1225	24	as	as	ADP
afs-72267	1225	25	ihamuotila	ihamuotila	PROPN
afs-72267	1225	26	(	(	PUNCT
afs-72267	1225	27	1983	1983	NUM
afs-72267	1225	28	)	)	PUNCT
afs-72267	1225	29	.	.	PUNCT
afs-72267	1226	1	thus	thus	ADV
afs-72267	1226	2	the	the	DET
afs-72267	1226	3	price	price	NOUN
afs-72267	1226	4	development	development	NOUN
afs-72267	1226	5	is	be	AUX
afs-72267	1226	6	adjusted	adjust	VERB
afs-72267	1226	7	further	far	ADV
afs-72267	1226	8	by	by	ADP
afs-72267	1226	9	the	the	DET
afs-72267	1226	10	price	price	NOUN
afs-72267	1226	11	ratio	ratio	NOUN
afs-72267	1226	12	of	of	ADP
afs-72267	1226	13	milk	milk	NOUN
afs-72267	1226	14	to	to	PART
afs-72267	1226	15	beef	beef	VERB
afs-72267	1226	16	.	.	PUNCT
afs-72267	1227	1	this	this	DET
afs-72267	1227	2	figure	figure	NOUN
afs-72267	1227	3	,	,	PUNCT
afs-72267	1227	4	called	call	VERB
afs-72267	1227	5	the	the	DET
afs-72267	1227	6	price	price	NOUN
afs-72267	1227	7	component	component	NOUN
afs-72267	1227	8	,	,	PUNCT
afs-72267	1227	9	is	be	AUX
afs-72267	1227	10	multiplied	multiply	VERB
afs-72267	1227	11	by	by	ADP
afs-72267	1227	12	the	the	DET
afs-72267	1227	13	values	value	NOUN
afs-72267	1227	14	current	current	ADJ
afs-72267	1227	15	in	in	ADP
afs-72267	1227	16	1981—1984	1981—1984	PROPN
afs-72267	1227	17	,	,	PUNCT
afs-72267	1227	18	as	as	SCONJ
afs-72267	1227	19	mentioned	mention	VERB
afs-72267	1227	20	earlier	early	ADV
afs-72267	1227	21	.	.	PUNCT
afs-72267	1228	1	the	the	DET
afs-72267	1228	2	valueof	valueof	ADJ
afs-72267	1228	3	pigs	pig	NOUN
afs-72267	1228	4	has	have	AUX
afs-72267	1228	5	been	be	AUX
afs-72267	1228	6	calculated	calculate	VERB
afs-72267	1228	7	simply	simply	ADV
afs-72267	1228	8	on	on	ADP
afs-72267	1228	9	the	the	DET
afs-72267	1228	10	basis	basis	NOUN
afs-72267	1228	11	of	of	ADP
afs-72267	1228	12	the	the	DET
afs-72267	1228	13	volume	volume	NOUN
afs-72267	1228	14	of	of	ADP
afs-72267	1228	15	pork	pork	NOUN
afs-72267	1228	16	,	,	PUNCT
afs-72267	1228	17	using	use	VERB
afs-72267	1228	18	three	three	NUM
afs-72267	1228	19	different	different	ADJ
afs-72267	1228	20	weight	weight	NOUN
afs-72267	1228	21	groups	group	NOUN
afs-72267	1228	22	:	:	PUNCT
afs-72267	1228	23	140	140	NUM
afs-72267	1228	24	kg	kg	NOUN
afs-72267	1228	25	(	(	PUNCT
afs-72267	1228	26	over	over	ADP
afs-72267	1228	27	6	6	NUM
afs-72267	1228	28	months	month	NOUN
afs-72267	1228	29	old	old	ADJ
afs-72267	1228	30	)	)	PUNCT
afs-72267	1228	31	,	,	PUNCT
afs-72267	1228	32	72	72	NUM
afs-72267	1228	33	kg	kg	NOUN
afs-72267	1228	34	(	(	PUNCT
afs-72267	1228	35	2—6	2—6	NUM
afs-72267	1228	36	months	month	NOUN
afs-72267	1228	37	old	old	ADJ
afs-72267	1228	38	)	)	PUNCT
afs-72267	1228	39	and	and	CCONJ
afs-72267	1228	40	15	15	NUM
afs-72267	1228	41	kg	kg	NOUN
afs-72267	1228	42	(	(	PUNCT
afs-72267	1228	43	less	less	ADJ
afs-72267	1228	44	than	than	ADP
afs-72267	1228	45	2	2	NUM
afs-72267	1228	46	months	month	NOUN
afs-72267	1228	47	old	old	ADJ
afs-72267	1228	48	)	)	PUNCT
afs-72267	1228	49	.	.	PUNCT
afs-72267	1229	1	the	the	DET
afs-72267	1229	2	volume	volume	NOUN
afs-72267	1229	3	of	of	ADP
afs-72267	1229	4	pork	pork	NOUN
afs-72267	1229	5	obtained	obtain	VERB
afs-72267	1229	6	in	in	ADP
afs-72267	1229	7	this	this	DET
afs-72267	1229	8	way	way	NOUN
afs-72267	1229	9	is	be	AUX
afs-72267	1229	10	multiplied	multiply	VERB
afs-72267	1229	11	by	by	ADP
afs-72267	1229	12	the	the	DET
afs-72267	1229	13	price	price	NOUN
afs-72267	1229	14	of	of	ADP
afs-72267	1229	15	pork	pork	NOUN
afs-72267	1229	16	in	in	ADP
afs-72267	1229	17	1980	1980	NUM
afs-72267	1229	18	(	(	PUNCT
afs-72267	1229	19	fim	fim	PROPN
afs-72267	1229	20	10.09	10.09	NUM
afs-72267	1229	21	per	per	ADP
afs-72267	1229	22	kg	kg	NOUN
afs-72267	1229	23	)	)	PUNCT
afs-72267	1229	24	.	.	PUNCT
afs-72267	1230	1	in	in	ADP
afs-72267	1230	2	the	the	DET
afs-72267	1230	3	same	same	ADJ
afs-72267	1230	4	way	way	NOUN
afs-72267	1230	5	sheep	sheep	NOUN
afs-72267	1230	6	have	have	AUX
afs-72267	1230	7	been	be	AUX
afs-72267	1230	8	divided	divide	VERB
afs-72267	1230	9	into	into	ADP
afs-72267	1230	10	two	two	NUM
afs-72267	1230	11	groups	group	NOUN
afs-72267	1230	12	:	:	PUNCT
afs-72267	1230	13	ewes	ewe	NOUN
afs-72267	1230	14	(	(	PUNCT
afs-72267	1230	15	over	over	ADP
afs-72267	1230	16	1	1	NUM
afs-72267	1230	17	year	year	NOUN
afs-72267	1230	18	old	old	ADJ
afs-72267	1230	19	,	,	PUNCT
afs-72267	1230	20	20	20	NUM
afs-72267	1230	21	kg	kg	NOUN
afs-72267	1230	22	)	)	PUNCT
afs-72267	1230	23	and	and	CCONJ
afs-72267	1230	24	lambs	lamb	NOUN
afs-72267	1230	25	(	(	PUNCT
afs-72267	1230	26	under	under	ADP
afs-72267	1230	27	1	1	NUM
afs-72267	1230	28	year	year	NOUN
afs-72267	1230	29	,	,	PUNCT
afs-72267	1230	30	10	10	NUM
afs-72267	1230	31	kg	kg	NOUN
afs-72267	1230	32	)	)	PUNCT
afs-72267	1230	33	.	.	PUNCT
afs-72267	1231	1	the	the	DET
afs-72267	1231	2	volume	volume	NOUN
afs-72267	1231	3	of	of	ADP
afs-72267	1231	4	mutton	mutton	NOUN
afs-72267	1231	5	has	have	AUX
afs-72267	1231	6	been	be	AUX
afs-72267	1231	7	multiplied	multiply	VERB
afs-72267	1231	8	by	by	ADP
afs-72267	1231	9	the	the	DET
afs-72267	1231	10	unit	unit	NOUN
afs-72267	1231	11	price	price	NOUN
afs-72267	1231	12	in	in	ADP
afs-72267	1231	13	1980	1980	NUM
afs-72267	1231	14	(	(	PUNCT
afs-72267	1231	15	fim	fim	INTJ
afs-72267	1231	16	18.53	18.53	NUM
afs-72267	1231	17	per	per	ADP
afs-72267	1231	18	kg	kg	NOUN
afs-72267	1231	19	)	)	PUNCT
afs-72267	1231	20	.	.	PUNCT
afs-72267	1232	1	the	the	DET
afs-72267	1232	2	valueof	valueof	ADJ
afs-72267	1232	3	wool	wool	NOUN
afs-72267	1232	4	has	have	AUX
afs-72267	1232	5	not	not	PART
afs-72267	1232	6	been	be	AUX
afs-72267	1232	7	considered	consider	VERB
afs-72267	1232	8	.	.	PUNCT
afs-72267	1233	1	the	the	DET
afs-72267	1233	2	valueof	valueof	ADV
afs-72267	1233	3	one	one	NUM
afs-72267	1233	4	hen	hen	NOUN
afs-72267	1233	5	in	in	ADP
afs-72267	1233	6	1980	1980	NUM
afs-72267	1233	7	was	be	AUX
afs-72267	1233	8	rated	rate	VERB
afs-72267	1233	9	at	at	ADP
afs-72267	1233	10	19fim	19fim	NOUN
afs-72267	1233	11	per	per	ADP
afs-72267	1233	12	kg	kg	NOUN
afs-72267	1233	13	,	,	PUNCT
afs-72267	1233	14	that	that	PRON
afs-72267	1233	15	of	of	ADP
afs-72267	1233	16	one	one	NUM
afs-72267	1233	17	broiler	broiler	NOUN
afs-72267	1233	18	fim	fim	NOUN
afs-72267	1233	19	8.40	8.40	NUM
afs-72267	1233	20	per	per	ADP
afs-72267	1233	21	kg	kg	PROPN
afs-72267	1233	22	.	.	PUNCT
afs-72267	1234	1	the	the	DET
afs-72267	1234	2	value	value	NOUN
afs-72267	1234	3	of	of	ADP
afs-72267	1234	4	horses	horse	NOUN
afs-72267	1234	5	is	be	AUX
afs-72267	1234	6	simply	simply	ADV
afs-72267	1234	7	based	base	VERB
afs-72267	1234	8	on	on	ADP
afs-72267	1234	9	the	the	DET
afs-72267	1234	10	slaughter	slaughter	NOUN
afs-72267	1234	11	weight	weight	NOUN
afs-72267	1234	12	in	in	ADP
afs-72267	1234	13	1980	1980	NUM
afs-72267	1234	14	,	,	PUNCT
afs-72267	1234	15	which	which	PRON
afs-72267	1234	16	was	be	AUX
afs-72267	1234	17	fim	fim	PROPN
afs-72267	1234	18	3,870	3,870	NUM
afs-72267	1234	19	.	.	PUNCT
afs-72267	1234	20	table	table	NOUN
afs-72267	1234	21	6	6	NUM
afs-72267	1234	22	.	.	PUNCT
afs-72267	1235	1	the	the	DET
afs-72267	1235	2	total	total	ADJ
afs-72267	1235	3	gross	gross	ADJ
afs-72267	1235	4	capital	capital	NOUN
afs-72267	1235	5	stock	stock	NOUN
afs-72267	1235	6	in	in	ADP
afs-72267	1235	7	1950	1950	NUM
afs-72267	1235	8	-	-	SYM
afs-72267	1235	9	1984	1984	NUM
afs-72267	1235	10	in	in	ADP
afs-72267	1235	11	the	the	DET
afs-72267	1235	12	prices	price	NOUN
afs-72267	1235	13	of	of	ADP
afs-72267	1235	14	1980	1980	NUM
afs-72267	1235	15	(	(	PUNCT
afs-72267	1235	16	fim	fim	PROPN
afs-72267	1235	17	.	.	NOUN
afs-72267	1235	18	million	million	NUM
afs-72267	1235	19	)	)	PUNCT
afs-72267	1235	20	.	.	PUNCT
afs-72267	1236	1	1950	1950	NUM
afs-72267	1236	2	56,448	56,448	NUM
afs-72267	1236	3	1968	1968	NUM
afs-72267	1236	4	80,948	80,948	NUM
afs-72267	1236	5	1951	1951	NUM
afs-72267	1236	6	58,012	58,012	NUM
afs-72267	1236	7	1969	1969	NUM
afs-72267	1236	8	82,234	82,234	NUM
afs-72267	1236	9	1952	1952	NUM
afs-72267	1236	10	60,097	60,097	NUM
afs-72267	1236	11	1970	1970	NUM
afs-72267	1236	12	81,701	81,701	NUM
afs-72267	1236	13	1953	1953	NUM
afs-72267	1236	14	61,307	61,307	NUM
afs-72267	1236	15	1971	1971	NUM
afs-72267	1236	16	82,749	82,749	NUM
afs-72267	1236	17	1954	1954	NUM
afs-72267	1236	18	62,861	62,861	NUM
afs-72267	1236	19	1972	1972	NUM
afs-72267	1236	20	83,026	83,026	NUM
afs-72267	1236	21	1955	1955	NUM
afs-72267	1236	22	64,303	64,303	NUM
afs-72267	1236	23	1973	1973	NUM
afs-72267	1236	24	83,763	83,763	NUM
afs-72267	1236	25	1956	1956	NUM
afs-72267	1236	26	65,401	65,401	NUM
afs-72267	1236	27	1974	1974	NUM
afs-72267	1236	28	84,408	84,408	NUM
afs-72267	1236	29	1957	1957	NUM
afs-72267	1236	30	66,614	66,614	NUM
afs-72267	1236	31	1975	1975	NUM
afs-72267	1236	32	85,071	85,071	NUM
afs-72267	1236	33	1958	1958	NUM
afs-72267	1236	34	67,845	67,845	NUM
afs-72267	1236	35	1976	1976	NUM
afs-72267	1236	36	86,134	86,134	NUM
afs-72267	1236	37	1959	1959	NUM
afs-72267	1236	38	69,169	69,169	NUM
afs-72267	1236	39	1977	1977	NUM
afs-72267	1236	40	86,876	86,876	NUM
afs-72267	1236	41	1960	1960	NUM
afs-72267	1236	42	70,868	70,868	NUM
afs-72267	1236	43	1978	1978	NUM
afs-72267	1236	44	87,354	87,354	NUM
afs-72267	1236	45	1961	1961	NUM
afs-72267	1236	46	72,480	72,480	NUM
afs-72267	1236	47	1979	1979	NUM
afs-72267	1236	48	88,278	88,278	NUM
afs-72267	1236	49	1962	1962	NUM
afs-72267	1236	50	74,124	74,124	NUM
afs-72267	1236	51	1980	1980	NUM
afs-72267	1236	52	89,428	89,428	NUM
afs-72267	1236	53	1963	1963	NUM
afs-72267	1236	54	75,734	75,734	NUM
afs-72267	1236	55	1981	1981	NUM
afs-72267	1236	56	90,524	90,524	NUM
afs-72267	1236	57	1964	1964	NUM
afs-72267	1236	58	77,075	77,075	NUM
afs-72267	1236	59	1982	1982	NUM
afs-72267	1236	60	91,293	91,293	NUM
afs-72267	1236	61	1965	1965	NUM
afs-72267	1236	62	78,197	78,197	NUM
afs-72267	1236	63	1983	1983	NUM
afs-72267	1236	64	92,276	92,276	NUM
afs-72267	1236	65	1966	1966	NUM
afs-72267	1236	66	79,626	79,626	NUM
afs-72267	1236	67	1984	1984	NUM
afs-72267	1236	68	92,777	92,777	NUM
afs-72267	1236	69	1967	1967	NUM
afs-72267	1236	70	80,528	80,528	NUM
afs-72267	1236	71	298	298	NUM
afs-72267	1236	72	all	all	DET
afs-72267	1236	73	figures	figure	NOUN
afs-72267	1236	74	on	on	ADP
afs-72267	1236	75	the	the	DET
afs-72267	1236	76	size	size	NOUN
afs-72267	1236	77	of	of	ADP
afs-72267	1236	78	livestock	livestock	NOUN
afs-72267	1236	79	in	in	ADP
afs-72267	1236	80	1950	1950	NUM
afs-72267	1236	81	—	—	PUNCT
afs-72267	1236	82	1980	1980	NUM
afs-72267	1236	83	have	have	AUX
afs-72267	1236	84	been	be	AUX
afs-72267	1236	85	taken	take	VERB
afs-72267	1236	86	from	from	ADP
afs-72267	1236	87	the	the	DET
afs-72267	1236	88	previously	previously	ADV
afs-72267	1236	89	mentioned	mention	VERB
afs-72267	1236	90	studies	study	NOUN
afs-72267	1236	91	(	(	PUNCT
afs-72267	1236	92	ihamuotila	ihamuotila	NOUN
afs-72267	1236	93	and	and	CCONJ
afs-72267	1236	94	stanton	stanton	PROPN
afs-72267	1236	95	1970	1970	NUM
afs-72267	1236	96	)	)	PUNCT
afs-72267	1236	97	,	,	PUNCT
afs-72267	1236	98	(	(	PUNCT
afs-72267	1236	99	ihamuotila	ihamuotila	NOUN
afs-72267	1236	100	1983	1983	NUM
afs-72267	1236	101	)	)	PUNCT
afs-72267	1236	102	.	.	PUNCT
afs-72267	1237	1	the	the	DET
afs-72267	1237	2	period	period	NOUN
afs-72267	1237	3	1950—1960	1950—1960	NUM
afs-72267	1237	4	has	have	AUX
afs-72267	1237	5	been	be	AUX
afs-72267	1237	6	linked	link	VERB
afs-72267	1237	7	to	to	ADP
afs-72267	1237	8	the	the	DET
afs-72267	1237	9	period	period	NOUN
afs-72267	1237	10	1961	1961	NUM
afs-72267	1237	11	—	—	PUNCT
afs-72267	1237	12	l9bo	l9bo	X
afs-72267	1237	13	.	.	PUNCT
afs-72267	1238	1	the	the	DET
afs-72267	1238	2	whole	whole	ADJ
afs-72267	1238	3	period	period	NOUN
afs-72267	1238	4	1950—1980	1950—1980	NUM
afs-72267	1238	5	has	have	AUX
afs-72267	1238	6	been	be	AUX
afs-72267	1238	7	multiplied	multiply	VERB
afs-72267	1238	8	by	by	ADP
afs-72267	1238	9	the	the	DET
afs-72267	1238	10	constant	constant	ADJ
afs-72267	1238	11	values	value	NOUN
afs-72267	1238	12	of	of	ADP
afs-72267	1238	13	livestock	livestock	NOUN
afs-72267	1238	14	in	in	ADP
afs-72267	1238	15	1980	1980	NUM
afs-72267	1238	16	.	.	PUNCT
afs-72267	1239	1	the	the	DET
afs-72267	1239	2	total	total	ADJ
afs-72267	1239	3	gross	gross	ADJ
afs-72267	1239	4	capital	capital	NOUN
afs-72267	1239	5	stock	stock	NOUN
afs-72267	1239	6	(	(	PUNCT
afs-72267	1239	7	table	table	NOUN
afs-72267	1239	8	6	6	NUM
afs-72267	1239	9	)	)	PUNCT
afs-72267	1239	10	is	be	AUX
afs-72267	1239	11	the	the	DET
afs-72267	1239	12	sum	sum	NOUN
afs-72267	1239	13	total	total	NOUN
afs-72267	1239	14	of	of	ADP
afs-72267	1239	15	the	the	DET
afs-72267	1239	16	value	value	NOUN
afs-72267	1239	17	of	of	ADP
afs-72267	1239	18	land	land	NOUN
afs-72267	1239	19	,	,	PUNCT
afs-72267	1239	20	livestock	livestock	NOUN
afs-72267	1239	21	and	and	CCONJ
afs-72267	1239	22	the	the	DET
afs-72267	1239	23	gross	gross	ADJ
afs-72267	1239	24	capital	capital	NOUN
afs-72267	1239	25	stock	stock	NOUN
afs-72267	1239	26	figures	figure	NOUN
afs-72267	1239	27	obtained	obtain	VERB
afs-72267	1239	28	from	from	ADP
afs-72267	1239	29	the	the	DET
afs-72267	1239	30	national	national	ADJ
afs-72267	1239	31	income	income	NOUN
afs-72267	1239	32	account	account	NOUN
afs-72267	1239	33	(	(	PUNCT
afs-72267	1239	34	agricultural	agricultural	ADJ
afs-72267	1239	35	buildings	building	NOUN
afs-72267	1239	36	,	,	PUNCT
afs-72267	1239	37	soil	soil	NOUN
afs-72267	1239	38	and	and	CCONJ
afs-72267	1239	39	water	water	NOUN
afs-72267	1239	40	constructions	construction	NOUN
afs-72267	1239	41	,	,	PUNCT
afs-72267	1239	42	machines	machine	NOUN
afs-72267	1239	43	,	,	PUNCT
afs-72267	1239	44	inventories	inventory	NOUN
afs-72267	1239	45	and	and	CCONJ
afs-72267	1239	46	means	mean	NOUN
afs-72267	1239	47	of	of	ADP
afs-72267	1239	48	transport	transport	NOUN
afs-72267	1239	49	)	)	PUNCT
afs-72267	1239	50	.	.	PUNCT
afs-72267	1240	1	4.4	4.4	NUM
afs-72267	1240	2	.	.	PUNCT
afs-72267	1241	1	labour	labour	NOUN
afs-72267	1241	2	and	and	CCONJ
afs-72267	1241	3	education	education	NOUN
afs-72267	1241	4	the	the	DET
afs-72267	1241	5	labour	labour	ADJ
afs-72267	1241	6	input	input	NOUN
afs-72267	1241	7	is	be	AUX
afs-72267	1241	8	measured	measure	VERB
afs-72267	1241	9	in	in	ADP
afs-72267	1241	10	working	work	VERB
afs-72267	1241	11	days	day	NOUN
afs-72267	1241	12	done	do	VERB
afs-72267	1241	13	by	by	ADP
afs-72267	1241	14	family	family	NOUN
afs-72267	1241	15	members	member	NOUN
afs-72267	1241	16	and	and	CCONJ
afs-72267	1241	17	hired	hire	VERB
afs-72267	1241	18	labour	labour	NOUN
afs-72267	1241	19	.	.	PUNCT
afs-72267	1242	1	the	the	DET
afs-72267	1242	2	data	datum	NOUN
afs-72267	1242	3	for	for	ADP
afs-72267	1242	4	the	the	DET
afs-72267	1242	5	period	period	NOUN
afs-72267	1242	6	1950—1960	1950—1960	NUM
afs-72267	1242	7	are	be	AUX
afs-72267	1242	8	based	base	VERB
afs-72267	1242	9	on	on	ADP
afs-72267	1242	10	the	the	DET
afs-72267	1242	11	index	index	NOUN
afs-72267	1242	12	series	series	NOUN
afs-72267	1242	13	of	of	ADP
afs-72267	1242	14	ihamuotila	ihamuotila	PROPN
afs-72267	1242	15	(	(	PUNCT
afs-72267	1242	16	1972	1972	NUM
afs-72267	1242	17	)	)	PUNCT
afs-72267	1242	18	,	,	PUNCT
afs-72267	1242	19	which	which	PRON
afs-72267	1242	20	has	have	AUX
afs-72267	1242	21	been	be	AUX
afs-72267	1242	22	linked	link	VERB
afs-72267	1242	23	to	to	ADP
afs-72267	1242	24	the	the	DET
afs-72267	1242	25	series	series	NOUN
afs-72267	1242	26	of	of	ADP
afs-72267	1242	27	the	the	DET
afs-72267	1242	28	board	board	NOUN
afs-72267	1242	29	of	of	ADP
afs-72267	1242	30	agriculture	agriculture	NOUN
afs-72267	1242	31	for	for	ADP
afs-72267	1242	32	total	total	ADJ
afs-72267	1242	33	labour	labour	ADJ
afs-72267	1242	34	input	input	NOUN
afs-72267	1242	35	in	in	ADP
afs-72267	1242	36	agriculture	agriculture	PROPN
afs-72267	1242	37	1961—1984	1961—1984	PROPN
afs-72267	1242	38	(	(	PUNCT
afs-72267	1242	39	official	official	ADJ
afs-72267	1242	40	statistics	statistic	NOUN
afs-72267	1242	41	of	of	ADP
afs-72267	1242	42	finland	finland	PROPN
afs-72267	1242	43	lll	lll	PROPN
afs-72267	1242	44	—	—	PUNCT
afs-72267	1242	45	annual	annual	ADJ
afs-72267	1242	46	statistics	statistic	NOUN
afs-72267	1242	47	of	of	ADP
afs-72267	1242	48	agriculture	agriculture	NOUN
afs-72267	1242	49	,	,	PUNCT
afs-72267	1242	50	and	and	CCONJ
afs-72267	1242	51	monthly	monthly	ADJ
afs-72267	1242	52	review	review	NOUN
afs-72267	1242	53	of	of	ADP
afs-72267	1242	54	agricultural	agricultural	ADJ
afs-72267	1242	55	statistics	statistic	NOUN
afs-72267	1242	56	8	8	NUM
afs-72267	1242	57	,	,	PUNCT
afs-72267	1242	58	1985	1985	NUM
afs-72267	1242	59	)	)	PUNCT
afs-72267	1242	60	.	.	PUNCT
afs-72267	1243	1	in	in	ADP
afs-72267	1243	2	1971—1972	1971—1972	NUM
afs-72267	1243	3	a	a	DET
afs-72267	1243	4	new	new	ADJ
afs-72267	1243	5	basis	basis	NOUN
afs-72267	1243	6	of	of	ADP
afs-72267	1243	7	calculation	calculation	NOUN
afs-72267	1243	8	was	be	AUX
afs-72267	1243	9	introduced	introduce	VERB
afs-72267	1243	10	in	in	ADP
afs-72267	1243	11	these	these	DET
afs-72267	1243	12	series	series	NOUN
afs-72267	1243	13	.	.	PUNCT
afs-72267	1244	1	for	for	ADP
afs-72267	1244	2	this	this	DET
afs-72267	1244	3	reason	reason	NOUN
afs-72267	1244	4	the	the	DET
afs-72267	1244	5	former	former	ADJ
afs-72267	1244	6	and	and	CCONJ
afs-72267	1244	7	the	the	DET
afs-72267	1244	8	latter	latter	ADJ
afs-72267	1244	9	series	series	NOUN
afs-72267	1244	10	have	have	AUX
afs-72267	1244	11	been	be	AUX
afs-72267	1244	12	linked	link	VERB
afs-72267	1244	13	at	at	ADP
afs-72267	1244	14	1972	1972	NUM
afs-72267	1244	15	in	in	ADP
afs-72267	1244	16	order	order	NOUN
afs-72267	1244	17	to	to	PART
afs-72267	1244	18	observe	observe	VERB
afs-72267	1244	19	the	the	DET
afs-72267	1244	20	difference	difference	NOUN
afs-72267	1244	21	of	of	ADP
afs-72267	1244	22	level	level	NOUN
afs-72267	1244	23	(	(	PUNCT
afs-72267	1244	24	-i29	-i29	ADJ
afs-72267	1244	25	%	%	NOUN
afs-72267	1244	26	in	in	ADP
afs-72267	1244	27	the	the	DET
afs-72267	1244	28	latter	latter	ADJ
afs-72267	1244	29	)	)	PUNCT
afs-72267	1244	30	.	.	PUNCT
afs-72267	1245	1	the	the	DET
afs-72267	1245	2	time	time	NOUN
afs-72267	1245	3	series	series	PROPN
afs-72267	1245	4	so	so	ADV
afs-72267	1245	5	obtained	obtain	VERB
afs-72267	1245	6	shows	show	VERB
afs-72267	1245	7	the	the	DET
afs-72267	1245	8	amount	amount	NOUN
afs-72267	1245	9	of	of	ADP
afs-72267	1245	10	working	work	VERB
afs-72267	1245	11	days	day	NOUN
afs-72267	1245	12	put	put	VERB
afs-72267	1245	13	into	into	ADP
afs-72267	1245	14	production	production	NOUN
afs-72267	1245	15	(	(	PUNCT
afs-72267	1245	16	see	see	VERB
afs-72267	1245	17	figure	figure	NOUN
afs-72267	1245	18	13	13	NUM
afs-72267	1245	19	and	and	CCONJ
afs-72267	1245	20	appendix	appendix	NOUN
afs-72267	1245	21	2	2	NUM
afs-72267	1245	22	)	)	PUNCT
afs-72267	1245	23	.	.	PUNCT
afs-72267	1246	1	the	the	DET
afs-72267	1246	2	quality	quality	NOUN
afs-72267	1246	3	of	of	ADP
afs-72267	1246	4	labour	labour	NOUN
afs-72267	1246	5	has	have	AUX
afs-72267	1246	6	improved	improve	VERB
afs-72267	1246	7	in	in	ADP
afs-72267	1246	8	the	the	DET
afs-72267	1246	9	period	period	NOUN
afs-72267	1246	10	1950—1984	1950—1984	PROPN
afs-72267	1246	11	through	through	ADP
afs-72267	1246	12	increased	increase	VERB
afs-72267	1246	13	education	education	NOUN
afs-72267	1246	14	and	and	CCONJ
afs-72267	1246	15	through	through	ADP
afs-72267	1246	16	learning	learn	VERB
afs-72267	1246	17	by	by	ADP
afs-72267	1246	18	doing	do	VERB
afs-72267	1246	19	,	,	PUNCT
afs-72267	1246	20	as	as	SCONJ
afs-72267	1246	21	was	be	AUX
afs-72267	1246	22	pointed	point	VERB
afs-72267	1246	23	out	out	ADP
afs-72267	1246	24	by	by	ADP
afs-72267	1246	25	griliches	griliche	NOUN
afs-72267	1246	26	(	(	PUNCT
afs-72267	1246	27	1963	1963	NUM
afs-72267	1246	28	a	a	NOUN
afs-72267	1246	29	)	)	PUNCT
afs-72267	1246	30	.	.	PUNCT
afs-72267	1247	1	his	his	PRON
afs-72267	1247	2	method	method	NOUN
afs-72267	1247	3	for	for	ADP
afs-72267	1247	4	adjusting	adjust	VERB
afs-72267	1247	5	labour	labour	ADJ
afs-72267	1247	6	input	input	NOUN
afs-72267	1247	7	for	for	ADP
afs-72267	1247	8	these	these	DET
afs-72267	1247	9	quality	quality	NOUN
afs-72267	1247	10	changes	change	NOUN
afs-72267	1247	11	has	have	AUX
afs-72267	1247	12	been	be	AUX
afs-72267	1247	13	explained	explain	VERB
afs-72267	1247	14	in	in	ADP
afs-72267	1247	15	section	section	NOUN
afs-72267	1247	16	2.3.2	2.3.2	NUM
afs-72267	1247	17	.	.	PUNCT
afs-72267	1248	1	a	a	DET
afs-72267	1248	2	similar	similar	ADJ
afs-72267	1248	3	approach	approach	NOUN
afs-72267	1248	4	in	in	ADP
afs-72267	1248	5	this	this	DET
afs-72267	1248	6	study	study	NOUN
afs-72267	1248	7	proved	prove	VERB
afs-72267	1248	8	to	to	PART
afs-72267	1248	9	be	be	AUX
afs-72267	1248	10	difficult	difficult	ADJ
afs-72267	1248	11	because	because	SCONJ
afs-72267	1248	12	of	of	ADP
afs-72267	1248	13	inadequate	inadequate	ADJ
afs-72267	1248	14	information	information	NOUN
afs-72267	1248	15	on	on	ADP
afs-72267	1248	16	the	the	DET
afs-72267	1248	17	number	number	NOUN
afs-72267	1248	18	of	of	ADP
afs-72267	1248	19	years	year	NOUN
afs-72267	1248	20	of	of	ADP
afs-72267	1248	21	schooling	schooling	NOUN
afs-72267	1248	22	completed	complete	VERB
afs-72267	1248	23	by	by	ADP
afs-72267	1248	24	the	the	DET
afs-72267	1248	25	agricultural	agricultural	ADJ
afs-72267	1248	26	population	population	NOUN
afs-72267	1248	27	.	.	PUNCT
afs-72267	1249	1	the	the	DET
afs-72267	1249	2	agricultural	agricultural	ADJ
afs-72267	1249	3	censuses	census	NOUN
afs-72267	1249	4	of	of	ADP
afs-72267	1249	5	1950	1950	NUM
afs-72267	1249	6	,	,	PUNCT
afs-72267	1249	7	1959	1959	NUM
afs-72267	1249	8	and	and	CCONJ
afs-72267	1249	9	1969	1969	NUM
afs-72267	1249	10	(	(	PUNCT
afs-72267	1249	11	official	official	ADJ
afs-72267	1249	12	statistics	statistic	NOUN
afs-72267	1249	13	of	of	ADP
afs-72267	1249	14	finland	finland	PROPN
afs-72267	1249	15	iii	iii	PROPN
afs-72267	1249	16	)	)	PUNCT
afs-72267	1249	17	enquired	enquire	VERB
afs-72267	1249	18	into	into	ADP
afs-72267	1249	19	farmers	farmer	NOUN
afs-72267	1249	20	’	'	PUNCT
afs-72267	1249	21	vocationaland	vocationaland	PROPN
afs-72267	1249	22	institute	institute	PROPN
afs-72267	1249	23	4	4	NUM
afs-72267	1249	24	(	(	PUNCT
afs-72267	1249	25	first	first	ADJ
afs-72267	1249	26	and	and	CCONJ
afs-72267	1249	27	second	second	ADJ
afs-72267	1249	28	level	level	NOUN
afs-72267	1249	29	)	)	PUNCT
afs-72267	1249	30	training	training	NOUN
afs-72267	1249	31	as	as	ADV
afs-72267	1249	32	well	well	ADV
afs-72267	1249	33	as	as	ADP
afs-72267	1249	34	university	university	NOUN
afs-72267	1249	35	education	education	NOUN
afs-72267	1249	36	.	.	PUNCT
afs-72267	1250	1	from	from	ADP
afs-72267	1250	2	1969	1969	NUM
afs-72267	1250	3	onwards	onwards	ADP
afs-72267	1250	4	this	this	DET
afs-72267	1250	5	enquiry	enquiry	NOUN
afs-72267	1250	6	became	become	VERB
afs-72267	1250	7	part	part	NOUN
afs-72267	1250	8	of	of	ADP
afs-72267	1250	9	the	the	DET
afs-72267	1250	10	population	population	NOUN
afs-72267	1250	11	censuses	census	NOUN
afs-72267	1250	12	carried	carry	VERB
afs-72267	1250	13	out	out	ADP
afs-72267	1250	14	every	every	DET
afs-72267	1250	15	five	five	NUM
afs-72267	1250	16	years	year	NOUN
afs-72267	1250	17	.	.	PUNCT
afs-72267	1251	1	the	the	DET
afs-72267	1251	2	information	information	NOUN
afs-72267	1251	3	from	from	ADP
afs-72267	1251	4	the	the	DET
afs-72267	1251	5	censuses	census	NOUN
afs-72267	1251	6	are	be	AUX
afs-72267	1251	7	not	not	PART
afs-72267	1251	8	directly	directly	ADV
afs-72267	1251	9	comparable	comparable	ADJ
afs-72267	1251	10	.	.	PUNCT
afs-72267	1252	1	the	the	DET
afs-72267	1252	2	census	census	NOUN
afs-72267	1252	3	of	of	ADP
afs-72267	1252	4	1950	1950	NUM
afs-72267	1252	5	shows	show	VERB
afs-72267	1252	6	that	that	SCONJ
afs-72267	1252	7	training	training	NOUN
afs-72267	1252	8	had	have	AUX
afs-72267	1252	9	been	be	AUX
afs-72267	1252	10	received	receive	VERB
afs-72267	1252	11	for	for	ADP
afs-72267	1252	12	farmer	farmer	NOUN
afs-72267	1252	13	or	or	CCONJ
afs-72267	1252	14	the	the	DET
afs-72267	1252	15	farmer	farmer	NOUN
afs-72267	1252	16	’s	’s	PART
afs-72267	1252	17	spouse	spouse	NOUN
afs-72267	1252	18	only	only	ADV
afs-72267	1252	19	on	on	ADP
afs-72267	1252	20	6.4	6.4	NUM
afs-72267	1252	21	%	%	NOUN
afs-72267	1252	22	of	of	ADP
afs-72267	1252	23	the	the	DET
afs-72267	1252	24	234,432	234,432	NUM
afs-72267	1252	25	farms	farm	NOUN
afs-72267	1252	26	which	which	PRON
afs-72267	1252	27	responded	respond	VERB
afs-72267	1252	28	.	.	PUNCT
afs-72267	1253	1	in	in	ADP
afs-72267	1253	2	the	the	DET
afs-72267	1253	3	census	census	NOUN
afs-72267	1253	4	of	of	ADP
afs-72267	1253	5	1959	1959	NUM
afs-72267	1253	6	only	only	ADV
afs-72267	1253	7	5.7	5.7	NUM
afs-72267	1253	8	%	%	NOUN
afs-72267	1253	9	of	of	ADP
afs-72267	1253	10	all	all	DET
afs-72267	1253	11	541,203	541,203	NUM
afs-72267	1253	12	persons	person	NOUN
afs-72267	1253	13	living	live	VERB
afs-72267	1253	14	on	on	ADP
afs-72267	1253	15	farms	farm	NOUN
afs-72267	1253	16	for	for	ADP
afs-72267	1253	17	which	which	PRON
afs-72267	1253	18	results	result	NOUN
afs-72267	1253	19	were	be	AUX
afs-72267	1253	20	received	receive	VERB
afs-72267	1253	21	had	have	AUX
afs-72267	1253	22	had	have	VERB
afs-72267	1253	23	table	table	NOUN
afs-72267	1253	24	7	7	NUM
afs-72267	1253	25	.	.	PUNCT
afs-72267	1253	26	examination	examination	NOUN
afs-72267	1253	27	certificates	certificate	NOUN
afs-72267	1253	28	granted	grant	VERB
afs-72267	1253	29	at	at	ADP
afs-72267	1253	30	agricultural	agricultural	ADJ
afs-72267	1253	31	schools	school	NOUN
afs-72267	1253	32	in	in	ADP
afs-72267	1253	33	1950—1984	1950—1984	PROPN
afs-72267	1253	34	.	.	PUNCT
afs-72267	1253	35	year	year	PROPN
afs-72267	1253	36	national	national	PROPN
afs-72267	1253	37	board	board	PROPN
afs-72267	1253	38	central	central	ADJ
afs-72267	1253	39	of	of	ADP
afs-72267	1253	40	vocational	vocational	ADJ
afs-72267	1253	41	statistical	statistical	ADJ
afs-72267	1253	42	education	education	NOUN
afs-72267	1253	43	office	office	NOUN
afs-72267	1253	44	1950	1950	NUM
afs-72267	1253	45	2,063	2,063	NUM
afs-72267	1253	46	1951	1951	NUM
afs-72267	1253	47	2,185	2,185	NUM
afs-72267	1253	48	1952	1952	NUM
afs-72267	1253	49	2,230	2,230	NUM
afs-72267	1253	50	1953	1953	NUM
afs-72267	1253	51	1,962	1,962	NUM
afs-72267	1253	52	1954	1954	NUM
afs-72267	1253	53	2,029	2,029	NUM
afs-72267	1253	54	1955	1955	NUM
afs-72267	1253	55	2,560	2,560	NUM
afs-72267	1253	56	1956	1956	NUM
afs-72267	1253	57	2,248	2,248	NUM
afs-72267	1253	58	1957	1957	NUM
afs-72267	1253	59	2,504	2,504	NUM
afs-72267	1253	60	1958	1958	NUM
afs-72267	1253	61	2,369	2,369	NUM
afs-72267	1253	62	1959	1959	NUM
afs-72267	1253	63	2,400	2,400	NUM
afs-72267	1253	64	1960	1960	NUM
afs-72267	1253	65	2,287	2,287	NUM
afs-72267	1253	66	1961	1961	NUM
afs-72267	1253	67	2,047	2,047	NUM
afs-72267	1253	68	1962	1962	NUM
afs-72267	1253	69	2,032	2,032	NUM
afs-72267	1253	70	1963	1963	NUM
afs-72267	1253	71	2,183	2,183	NUM
afs-72267	1253	72	1964	1964	NUM
afs-72267	1253	73	2,675	2,675	NUM
afs-72267	1253	74	1965	1965	NUM
afs-72267	1253	75	2,392	2,392	NUM
afs-72267	1253	76	1966	1966	NUM
afs-72267	1253	77	2,324	2,324	NUM
afs-72267	1253	78	1967	1967	NUM
afs-72267	1253	79	2,329	2,329	NUM
afs-72267	1253	80	1968	1968	NUM
afs-72267	1253	81	3.120	3.120	NUM
afs-72267	1253	82	1	1	NUM
afs-72267	1253	83	1969	1969	NUM
afs-72267	1253	84	3,040	3,040	NUM
afs-72267	1253	85	1970	1970	NUM
afs-72267	1253	86	2,800	2,800	NUM
afs-72267	1253	87	1971	1971	NUM
afs-72267	1253	88	2,310	2,310	NUM
afs-72267	1253	89	2,388	2,388	NUM
afs-72267	1253	90	1972	1972	NUM
afs-72267	1253	91	2,268	2,268	NUM
afs-72267	1253	92	2,354	2,354	NUM
afs-72267	1253	93	1973	1973	NUM
afs-72267	1253	94	2,302	2,302	NUM
afs-72267	1253	95	2,377	2,377	NUM
afs-72267	1253	96	1974	1974	NUM
afs-72267	1253	97	2,248	2,248	NUM
afs-72267	1253	98	1975	1975	NUM
afs-72267	1253	99	2,020	2,020	NUM
afs-72267	1253	100	1976	1976	NUM
afs-72267	1253	101	2,077	2,077	NUM
afs-72267	1253	102	1977	1977	NUM
afs-72267	1253	103	2,221	2,221	NUM
afs-72267	1253	104	1978	1978	NUM
afs-72267	1253	105	2,535	2,535	NUM
afs-72267	1253	106	1979	1979	NUM
afs-72267	1253	107	2,913	2,913	NUM
afs-72267	1253	108	1980	1980	NUM
afs-72267	1253	109	3,179	3,179	NUM
afs-72267	1253	110	1981	1981	NUM
afs-72267	1253	111	3,518	3,518	NUM
afs-72267	1253	112	1982	1982	NUM
afs-72267	1253	113	3,711	3,711	NUM
afs-72267	1253	114	1983	1983	NUM
afs-72267	1253	115	3,774	3,774	NUM
afs-72267	1253	116	1984	1984	NUM
afs-72267	1253	117	3,994	3,994	NUM
afs-72267	1253	118	gardening	gardening	NOUN
afs-72267	1253	119	,	,	PUNCT
afs-72267	1253	120	fur	fur	NOUN
afs-72267	1253	121	,	,	PUNCT
afs-72267	1253	122	fishery	fishery	NOUN
afs-72267	1253	123	,	,	PUNCT
afs-72267	1253	124	dairy	dairy	NOUN
afs-72267	1253	125	produce	produce	NOUN
afs-72267	1253	126	and	and	CCONJ
afs-72267	1253	127	other	other	ADJ
afs-72267	1253	128	schools	school	NOUN
afs-72267	1253	129	,	,	PUNCT
afs-72267	1253	130	not	not	PART
afs-72267	1253	131	belonging	belong	VERB
afs-72267	1253	132	to	to	ADP
afs-72267	1253	133	the	the	DET
afs-72267	1253	134	sector	sector	NOUN
afs-72267	1253	135	of	of	ADP
afs-72267	1253	136	basic	basic	ADJ
afs-72267	1253	137	agriculture	agriculture	NOUN
afs-72267	1253	138	were	be	AUX
afs-72267	1253	139	not	not	PART
afs-72267	1253	140	included	include	VERB
afs-72267	1253	141	before	before	ADP
afs-72267	1253	142	1968	1968	NUM
afs-72267	1253	143	.	.	PUNCT
afs-72267	1254	1	training	training	NOUN
afs-72267	1254	2	.	.	PUNCT
afs-72267	1255	1	in	in	ADP
afs-72267	1255	2	1969	1969	NUM
afs-72267	1255	3	still	still	ADV
afs-72267	1255	4	only	only	ADV
afs-72267	1255	5	7.5	7.5	NUM
afs-72267	1255	6	%	%	NOUN
afs-72267	1255	7	of	of	ADP
afs-72267	1255	8	farmers	farmer	NOUN
afs-72267	1255	9	or	or	CCONJ
afs-72267	1255	10	farmers	farmer	NOUN
afs-72267	1255	11	’	’	PART
afs-72267	1255	12	spouses	spouse	NOUN
afs-72267	1255	13	(	(	PUNCT
afs-72267	1255	14	454,228	454,228	NUM
afs-72267	1255	15	people	people	NOUN
afs-72267	1255	16	)	)	PUNCT
afs-72267	1255	17	had	have	AUX
afs-72267	1255	18	received	receive	VERB
afs-72267	1255	19	an	an	DET
afs-72267	1255	20	examination	examination	NOUN
afs-72267	1255	21	certificate	certificate	NOUN
afs-72267	1255	22	,	,	PUNCT
afs-72267	1255	23	whether	whether	SCONJ
afs-72267	1255	24	agricultural	agricultural	ADJ
afs-72267	1255	25	or	or	CCONJ
afs-72267	1255	26	non	non	ADJ
afs-72267	1255	27	-	-	ADJ
afs-72267	1255	28	agricultural	agricultural	ADJ
afs-72267	1255	29	.	.	PUNCT
afs-72267	1256	1	in	in	ADP
afs-72267	1256	2	1980	1980	NUM
afs-72267	1256	3	17.6	17.6	NUM
afs-72267	1256	4	°	°	NUM
afs-72267	1256	5	7o	7o	NUM
afs-72267	1256	6	of	of	ADP
afs-72267	1256	7	farmers	farmer	NOUN
afs-72267	1256	8	(	(	PUNCT
afs-72267	1256	9	203,201	203,201	NUM
afs-72267	1256	10	)	)	PUNCT
afs-72267	1256	11	had	have	VERB
afs-72267	1256	12	first	first	ADJ
afs-72267	1256	13	,	,	PUNCT
afs-72267	1256	14	second	second	ADJ
afs-72267	1256	15	or	or	CCONJ
afs-72267	1256	16	third	third	ADJ
afs-72267	1256	17	level	level	NOUN
afs-72267	1256	18	education	education	NOUN
afs-72267	1256	19	of	of	ADP
afs-72267	1256	20	any	any	DET
afs-72267	1256	21	sort	sort	NOUN
afs-72267	1256	22	,	,	PUNCT
afs-72267	1256	23	whereas	whereas	SCONJ
afs-72267	1256	24	the	the	DET
afs-72267	1256	25	corresponding	correspond	VERB
afs-72267	1256	26	figure	figure	NOUN
afs-72267	1256	27	for	for	ADP
afs-72267	1256	28	the	the	DET
afs-72267	1256	29	whole	whole	ADJ
afs-72267	1256	30	farm	farm	NOUN
afs-72267	1256	31	family	family	NOUN
afs-72267	1256	32	(	(	PUNCT
afs-72267	1256	33	422,873	422,873	NUM
afs-72267	1256	34	people	people	NOUN
afs-72267	1256	35	)	)	PUNCT
afs-72267	1256	36	was	be	AUX
afs-72267	1256	37	24.1	24.1	NUM
afs-72267	1256	38	%	%	NOUN
afs-72267	1256	39	.	.	PUNCT
afs-72267	1257	1	a	a	DET
afs-72267	1257	2	very	very	ADV
afs-72267	1257	3	crude	crude	ADJ
afs-72267	1257	4	estimate	estimate	NOUN
afs-72267	1257	5	would	would	AUX
afs-72267	1257	6	therefore	therefore	ADV
afs-72267	1257	7	be	be	AUX
afs-72267	1257	8	that	that	SCONJ
afs-72267	1257	9	the	the	DET
afs-72267	1257	10	educational	educational	ADJ
afs-72267	1257	11	level	level	NOUN
afs-72267	1257	12	of	of	ADP
afs-72267	1257	13	farmers	farmer	NOUN
afs-72267	1257	14	has	have	AUX
afs-72267	1257	15	risen	rise	VERB
afs-72267	1257	16	from	from	ADP
afs-72267	1257	17	5	5	NUM
afs-72267	1257	18	%	%	NOUN
afs-72267	1257	19	to	to	ADP
afs-72267	1257	20	20	20	NUM
afs-72267	1257	21	°	°	NOUN
afs-72267	1257	22	/o	/o	PUNCT
afs-72267	1257	23	of	of	ADP
afs-72267	1257	24	farmers	farmer	NOUN
afs-72267	1257	25	.	.	PUNCT
afs-72267	1258	1	since	since	SCONJ
afs-72267	1258	2	adjustment	adjustment	NOUN
afs-72267	1258	3	of	of	ADP
afs-72267	1258	4	the	the	DET
afs-72267	1258	5	labour	labour	NOUN
afs-72267	1258	6	input	input	NOUN
afs-72267	1258	7	contains	contain	VERB
afs-72267	1258	8	the	the	DET
afs-72267	1258	9	subjective	subjective	ADJ
afs-72267	1258	10	element	element	NOUN
afs-72267	1258	11	of	of	ADP
afs-72267	1258	12	how	how	SCONJ
afs-72267	1258	13	to	to	PART
afs-72267	1258	14	weigh	weigh	VERB
afs-72267	1258	15	an	an	DET
afs-72267	1258	16	index	index	NOUN
afs-72267	1258	17	series	series	NOUN
afs-72267	1258	18	for	for	ADP
afs-72267	1258	19	the	the	DET
afs-72267	1258	20	educational	educational	ADJ
afs-72267	1258	21	level	level	NOUN
afs-72267	1258	22	,	,	PUNCT
afs-72267	1258	23	and	and	CCONJ
afs-72267	1258	24	since	since	SCONJ
afs-72267	1258	25	the	the	DET
afs-72267	1258	26	effect	effect	NOUN
afs-72267	1258	27	of	of	ADP
afs-72267	1258	28	this	this	DET
afs-72267	1258	29	adjustment	adjustment	NOUN
afs-72267	1258	30	wouldprobably	wouldprobably	ADV
afs-72267	1258	31	lead	lead	VERB
afs-72267	1258	32	only	only	ADV
afs-72267	1258	33	to	to	ADP
afs-72267	1258	34	minor	minor	ADJ
afs-72267	1258	35	changes	change	NOUN
afs-72267	1258	36	in	in	ADP
afs-72267	1258	37	the	the	DET
afs-72267	1258	38	labour	labour	PROPN
afs-72267	1258	39	input	input	NOUN
afs-72267	1258	40	index	index	NOUN
afs-72267	1258	41	,	,	PUNCT
afs-72267	1258	42	the	the	DET
afs-72267	1258	43	idea	idea	NOUN
afs-72267	1258	44	was	be	AUX
afs-72267	1258	45	totally	totally	ADV
afs-72267	1258	46	abandoned	abandon	VERB
afs-72267	1258	47	.	.	PUNCT
afs-72267	1259	1	time	time	NOUN
afs-72267	1259	2	series	series	PROPN
afs-72267	1259	3	on	on	ADP
afs-72267	1259	4	the	the	DET
afs-72267	1259	5	number	number	NOUN
afs-72267	1259	6	of	of	ADP
afs-72267	1259	7	examination	examination	NOUN
afs-72267	1259	8	certificates	certificate	NOUN
afs-72267	1259	9	granted	grant	VERB
afs-72267	1259	10	at	at	ADP
afs-72267	1259	11	agricultural	agricultural	ADJ
afs-72267	1259	12	schools	school	NOUN
afs-72267	1259	13	and	and	CCONJ
afs-72267	1259	14	institutes	institutes	NOUN
afs-72267	1259	15	since	since	SCONJ
afs-72267	1259	16	1971	1971	NUM
afs-72267	1259	17	are	be	AUX
afs-72267	1259	18	,	,	PUNCT
afs-72267	1259	19	however	however	ADV
afs-72267	1259	20	,	,	PUNCT
afs-72267	1259	21	collected	collect	VERB
afs-72267	1259	22	by	by	ADP
afs-72267	1259	23	the	the	DET
afs-72267	1259	24	central	central	ADJ
afs-72267	1259	25	statistical	statistical	ADJ
afs-72267	1259	26	office	office	NOUN
afs-72267	1259	27	.	.	PUNCT
afs-72267	1260	1	in	in	ADP
afs-72267	1260	2	addition	addition	NOUN
afs-72267	1260	3	,	,	PUNCT
afs-72267	1260	4	relatively	relatively	ADV
afs-72267	1260	5	rough	rough	ADJ
afs-72267	1260	6	figures	figure	NOUN
afs-72267	1260	7	on	on	ADP
afs-72267	1260	8	examination	examination	NOUN
afs-72267	1260	9	certificates	certificate	NOUN
afs-72267	1260	10	prior	prior	ADV
afs-72267	1260	11	to	to	ADP
afs-72267	1260	12	1971	1971	NUM
afs-72267	1260	13	were	be	AUX
afs-72267	1260	14	obtained	obtain	VERB
afs-72267	1260	15	from	from	ADP
afs-72267	1260	16	the	the	DET
afs-72267	1260	17	national	national	PROPN
afs-72267	1260	18	board	board	PROPN
afs-72267	1260	19	of	of	ADP
afs-72267	1260	20	vocational	vocational	ADJ
afs-72267	1260	21	education	education	NOUN
afs-72267	1260	22	.	.	PUNCT
afs-72267	1261	1	these	these	DET
afs-72267	1261	2	time	time	NOUN
afs-72267	1261	3	series	series	PROPN
afs-72267	1261	4	are	be	AUX
afs-72267	1261	5	shown	show	VERB
afs-72267	1261	6	in	in	ADP
afs-72267	1261	7	table	table	NOUN
afs-72267	1261	8	7	7	NUM
afs-72267	1261	9	.	.	PUNCT
afs-72267	1262	1	a	a	DET
afs-72267	1262	2	large	large	ADJ
afs-72267	1262	3	proportion	proportion	NOUN
afs-72267	1262	4	of	of	ADP
afs-72267	1262	5	the	the	DET
afs-72267	1262	6	people	people	NOUN
afs-72267	1262	7	obtaining	obtain	VERB
afs-72267	1262	8	a	a	DET
afs-72267	1262	9	certificate	certificate	NOUN
afs-72267	1262	10	go	go	VERB
afs-72267	1262	11	to	to	ADP
afs-72267	1262	12	sectors	sector	NOUN
afs-72267	1262	13	other	other	ADJ
afs-72267	1262	14	than	than	ADP
afs-72267	1262	15	agriculture	agriculture	NOUN
afs-72267	1262	16	.	.	PUNCT
afs-72267	1263	1	4.5	4.5	NUM
afs-72267	1263	2	.	.	PUNCT
afs-72267	1264	1	external	external	ADJ
afs-72267	1264	2	inputs	input	NOUN
afs-72267	1264	3	used	use	VERB
afs-72267	1264	4	in	in	ADP
afs-72267	1264	5	production	production	NOUN
afs-72267	1264	6	goods	good	NOUN
afs-72267	1264	7	purchased	purchase	VERB
afs-72267	1264	8	by	by	ADP
afs-72267	1264	9	agriculture	agriculture	NOUN
afs-72267	1264	10	from	from	ADP
afs-72267	1264	11	other	other	ADJ
afs-72267	1264	12	sectors	sector	NOUN
afs-72267	1264	13	of	of	ADP
afs-72267	1264	14	the	the	DET
afs-72267	1264	15	economy	economy	NOUN
afs-72267	1264	16	comprise	comprise	VERB
afs-72267	1264	17	basic	basic	ADJ
afs-72267	1264	18	prerequisites	prerequisite	NOUN
afs-72267	1264	19	e.g.	e.g.	ADV
afs-72267	1264	20	fertilizer	fertilizer	NOUN
afs-72267	1264	21	,	,	PUNCT
afs-72267	1264	22	concentrates	concentrate	NOUN
afs-72267	1264	23	,	,	PUNCT
afs-72267	1264	24	animal	animal	NOUN
afs-72267	1264	25	expenses	expense	NOUN
afs-72267	1264	26	including	include	VERB
afs-72267	1264	27	depreciation	depreciation	NOUN
afs-72267	1264	28	,	,	PUNCT
afs-72267	1264	29	obsolescence	obsolescence	NOUN
afs-72267	1264	30	,	,	PUNCT
afs-72267	1264	31	and	and	CCONJ
afs-72267	1264	32	the	the	DET
afs-72267	1264	33	maintenanceof	maintenanceof	NOUN
afs-72267	1264	34	capital	capital	NOUN
afs-72267	1264	35	goods	good	NOUN
afs-72267	1264	36	such	such	ADJ
afs-72267	1264	37	as	as	ADP
afs-72267	1264	38	machinery	machinery	NOUN
afs-72267	1264	39	and	and	CCONJ
afs-72267	1264	40	buildings	building	NOUN
afs-72267	1264	41	.	.	PUNCT
afs-72267	1265	1	the	the	DET
afs-72267	1265	2	time	time	NOUN
afs-72267	1265	3	series	series	NOUN
afs-72267	1265	4	on	on	ADP
afs-72267	1265	5	external	external	ADJ
afs-72267	1265	6	inputs	input	NOUN
afs-72267	1265	7	are	be	AUX
afs-72267	1265	8	based	base	VERB
afs-72267	1265	9	on	on	ADP
afs-72267	1265	10	the	the	DET
afs-72267	1265	11	total	total	ADJ
afs-72267	1265	12	accounts	account	NOUN
afs-72267	1265	13	of	of	ADP
afs-72267	1265	14	agriculture	agriculture	NOUN
afs-72267	1265	15	by	by	ADP
afs-72267	1265	16	aeri	aeri	PROPN
afs-72267	1265	17	,	,	PUNCT
afs-72267	1265	18	the	the	DET
afs-72267	1265	19	sources	source	NOUN
afs-72267	1265	20	being	be	AUX
afs-72267	1265	21	:	:	PUNCT
afs-72267	1265	22	ihamuotila	ihamuotila	PROPN
afs-72267	1265	23	(	(	PUNCT
afs-72267	1265	24	1972	1972	NUM
afs-72267	1265	25	)	)	PUNCT
afs-72267	1265	26	for	for	ADP
afs-72267	1265	27	1950—1960	1950—1960	NUM
afs-72267	1265	28	;	;	PUNCT
afs-72267	1265	29	siltanen	siltanen	NOUN
afs-72267	1265	30	(	(	PUNCT
afs-72267	1265	31	1977	1977	NUM
afs-72267	1265	32	)	)	PUNCT
afs-72267	1265	33	for	for	ADP
afs-72267	1265	34	1961	1961	NUM
afs-72267	1265	35	1975	1975	NUM
afs-72267	1265	36	;	;	PUNCT
afs-72267	1266	1	laurila	laurila	X
afs-72267	1266	2	(	(	PUNCT
afs-72267	1266	3	1981	1981	NUM
afs-72267	1266	4	)	)	PUNCT
afs-72267	1266	5	for	for	ADP
afs-72267	1266	6	1976—1980	1976—1980	NUM
afs-72267	1266	7	,	,	PUNCT
afs-72267	1266	8	and	and	CCONJ
afs-72267	1266	9	the	the	DET
afs-72267	1266	10	corresponding	corresponding	ADJ
afs-72267	1266	11	figures	figure	NOUN
afs-72267	1266	12	of	of	ADP
afs-72267	1266	13	the	the	DET
afs-72267	1266	14	institute	institute	NOUN
afs-72267	1266	15	for	for	ADP
afs-72267	1266	16	1981—1984	1981—1984	PROPN
afs-72267	1266	17	.	.	PUNCT
afs-72267	1267	1	the	the	DET
afs-72267	1267	2	series	series	NOUN
afs-72267	1267	3	for	for	ADP
afs-72267	1267	4	the	the	DET
afs-72267	1267	5	subperiods	subperiod	NOUN
afs-72267	1267	6	have	have	AUX
afs-72267	1267	7	been	be	AUX
afs-72267	1267	8	adjusted	adjust	VERB
afs-72267	1267	9	to	to	PART
afs-72267	1267	10	make	make	VERB
afs-72267	1267	11	them	they	PRON
afs-72267	1267	12	correspond	correspond	VERB
afs-72267	1267	13	with	with	ADP
afs-72267	1267	14	each	each	DET
afs-72267	1267	15	other	other	ADJ
afs-72267	1267	16	.	.	PUNCT
afs-72267	1268	1	thus	thus	ADV
afs-72267	1268	2	animal	animal	NOUN
afs-72267	1268	3	expenses	expense	NOUN
afs-72267	1268	4	have	have	AUX
afs-72267	1268	5	been	be	AUX
afs-72267	1268	6	summed	sum	VERB
afs-72267	1268	7	up	up	ADP
afs-72267	1268	8	with	with	ADP
afs-72267	1268	9	the	the	DET
afs-72267	1268	10	series	series	NOUN
afs-72267	1268	11	of	of	ADP
afs-72267	1268	12	ihamuotila	ihamuotila	PROPN
afs-72267	1268	13	,	,	PUNCT
afs-72267	1268	14	while	while	SCONJ
afs-72267	1268	15	wage	wage	NOUN
afs-72267	1268	16	costs	cost	NOUN
afs-72267	1268	17	,	,	PUNCT
afs-72267	1268	18	social	social	ADJ
afs-72267	1268	19	costs	cost	NOUN
afs-72267	1268	20	and	and	CCONJ
afs-72267	1268	21	rents	rent	NOUN
afs-72267	1268	22	have	have	AUX
afs-72267	1268	23	been	be	AUX
afs-72267	1268	24	subtracted	subtract	VERB
afs-72267	1268	25	299	299	NUM
afs-72267	1268	26	from	from	ADP
afs-72267	1268	27	the	the	DET
afs-72267	1268	28	series	series	NOUN
afs-72267	1268	29	of	of	ADP
afs-72267	1268	30	siltanen	siltanen	NOUN
afs-72267	1268	31	and	and	CCONJ
afs-72267	1268	32	laurila	laurila	PROPN
afs-72267	1268	33	.	.	PUNCT
afs-72267	1269	1	the	the	DET
afs-72267	1269	2	period	period	NOUN
afs-72267	1269	3	1950—1969	1950—1969	ADV
afs-72267	1269	4	has	have	AUX
afs-72267	1269	5	again	again	ADV
afs-72267	1269	6	been	be	AUX
afs-72267	1269	7	adjusted	adjust	VERB
afs-72267	1269	8	to	to	PART
afs-72267	1269	9	correspond	correspond	VERB
afs-72267	1269	10	to	to	PART
afs-72267	1269	11	calendar	calendar	NOUN
afs-72267	1269	12	years	year	NOUN
afs-72267	1269	13	.	.	PUNCT
afs-72267	1270	1	after	after	ADP
afs-72267	1270	2	this	this	PRON
afs-72267	1270	3	the	the	DET
afs-72267	1270	4	subseries	subserie	NOUN
afs-72267	1270	5	have	have	AUX
afs-72267	1270	6	been	be	AUX
afs-72267	1270	7	linked	link	VERB
afs-72267	1270	8	as	as	ADP
afs-72267	1270	9	gross	gross	ADJ
afs-72267	1270	10	production	production	NOUN
afs-72267	1270	11	,	,	PUNCT
afs-72267	1270	12	again	again	ADV
afs-72267	1270	13	at	at	ADP
afs-72267	1270	14	the	the	DET
afs-72267	1270	15	same	same	ADJ
afs-72267	1270	16	points	point	NOUN
afs-72267	1270	17	in	in	ADP
afs-72267	1270	18	time	time	NOUN
afs-72267	1270	19	.	.	PUNCT
afs-72267	1271	1	the	the	DET
afs-72267	1271	2	absolute	absolute	ADJ
afs-72267	1271	3	values	value	NOUN
afs-72267	1271	4	of	of	ADP
afs-72267	1271	5	the	the	DET
afs-72267	1271	6	series	series	NOUN
afs-72267	1271	7	on	on	ADP
afs-72267	1271	8	external	external	ADJ
afs-72267	1271	9	inputs	input	NOUN
afs-72267	1271	10	in	in	ADP
afs-72267	1271	11	constant	constant	ADJ
afs-72267	1271	12	prices	price	NOUN
afs-72267	1271	13	are	be	AUX
afs-72267	1271	14	presented	present	VERB
afs-72267	1271	15	in	in	ADP
afs-72267	1271	16	appendix	appendix	NOUN
afs-72267	1271	17	3	3	NUM
afs-72267	1271	18	.	.	NOUN
afs-72267	1271	19	4.6	4.6	NUM
afs-72267	1271	20	.	.	PUNCT
afs-72267	1272	1	extension	extension	NOUN
afs-72267	1272	2	farmers	farmer	NOUN
afs-72267	1272	3	receive	receive	VERB
afs-72267	1272	4	information	information	NOUN
afs-72267	1272	5	about	about	ADP
afs-72267	1272	6	research	research	NOUN
afs-72267	1272	7	results	result	NOUN
afs-72267	1272	8	through	through	ADP
afs-72267	1272	9	extension	extension	NOUN
afs-72267	1272	10	services	service	NOUN
afs-72267	1272	11	.	.	PUNCT
afs-72267	1273	1	the	the	DET
afs-72267	1273	2	role	role	NOUN
afs-72267	1273	3	of	of	ADP
afs-72267	1273	4	extension	extension	NOUN
afs-72267	1273	5	is	be	AUX
afs-72267	1273	6	thus	thus	ADV
afs-72267	1273	7	to	to	PART
afs-72267	1273	8	speed	speed	VERB
afs-72267	1273	9	up	up	ADP
afs-72267	1273	10	the	the	DET
afs-72267	1273	11	application	application	NOUN
afs-72267	1273	12	of	of	ADP
afs-72267	1273	13	results	result	NOUN
afs-72267	1273	14	from	from	ADP
afs-72267	1273	15	research	research	NOUN
afs-72267	1273	16	.	.	PUNCT
afs-72267	1274	1	in	in	ADP
afs-72267	1274	2	the	the	DET
afs-72267	1274	3	model	model	NOUN
afs-72267	1274	4	extension	extension	NOUN
afs-72267	1274	5	has	have	AUX
afs-72267	1274	6	been	be	AUX
afs-72267	1274	7	observed	observe	VERB
afs-72267	1274	8	explicitly	explicitly	ADV
afs-72267	1274	9	through	through	ADP
afs-72267	1274	10	the	the	DET
afs-72267	1274	11	inclusion	inclusion	NOUN
afs-72267	1274	12	of	of	ADP
afs-72267	1274	13	a	a	DET
afs-72267	1274	14	separate	separate	ADJ
afs-72267	1274	15	extension	extension	NOUN
afs-72267	1274	16	variable	variable	NOUN
afs-72267	1274	17	.	.	PUNCT
afs-72267	1275	1	the	the	DET
afs-72267	1275	2	extension	extension	NOUN
afs-72267	1275	3	variable	variable	NOUN
afs-72267	1275	4	is	be	AUX
afs-72267	1275	5	estimated	estimate	VERB
afs-72267	1275	6	on	on	ADP
afs-72267	1275	7	the	the	DET
afs-72267	1275	8	basis	basis	NOUN
afs-72267	1275	9	of	of	ADP
afs-72267	1275	10	total	total	ADJ
afs-72267	1275	11	state	state	NOUN
afs-72267	1275	12	expenditure	expenditure	NOUN
afs-72267	1275	13	to	to	ADP
afs-72267	1275	14	public	public	ADJ
afs-72267	1275	15	extension	extension	NOUN
afs-72267	1275	16	agencies	agency	NOUN
afs-72267	1275	17	,	,	PUNCT
afs-72267	1275	18	including	include	VERB
afs-72267	1275	19	the	the	DET
afs-72267	1275	20	following	following	NOUN
afs-72267	1275	21	:	:	PUNCT
afs-72267	1275	22	the	the	DET
afs-72267	1275	23	association	association	NOUN
afs-72267	1275	24	of	of	ADP
afs-72267	1275	25	agricultural	agricultural	ADJ
afs-72267	1275	26	centres	centre	NOUN
afs-72267	1275	27	;	;	PUNCT
afs-72267	1275	28	the	the	DET
afs-72267	1275	29	agricultural	agricultural	ADJ
afs-72267	1275	30	centres	centre	NOUN
afs-72267	1275	31	;	;	PUNCT
afs-72267	1275	32	the	the	DET
afs-72267	1275	33	association	association	NOUN
afs-72267	1275	34	for	for	ADP
afs-72267	1275	35	agricultural	agricultural	ADJ
afs-72267	1275	36	societies	society	NOUN
afs-72267	1275	37	of	of	ADP
afs-72267	1275	38	swedish	swedish	ADJ
afs-72267	1275	39	speaking	speak	VERB
afs-72267	1275	40	farmers	farmer	NOUN
afs-72267	1275	41	;	;	PUNCT
afs-72267	1275	42	the	the	DET
afs-72267	1275	43	agricultural	agricultural	ADJ
afs-72267	1275	44	societies	society	NOUN
afs-72267	1275	45	and	and	CCONJ
afs-72267	1275	46	the	the	DET
afs-72267	1275	47	small	small	ADJ
afs-72267	1275	48	farmer	farmer	NOUN
afs-72267	1275	49	organizations	organization	NOUN
afs-72267	1275	50	(	(	PUNCT
afs-72267	1275	51	pienviljelijäin	pienviljelijäin	PROPN
afs-72267	1275	52	keskusliitto	keskusliitto	PROPN
afs-72267	1275	53	,	,	PUNCT
afs-72267	1275	54	pienviljelijäin	pienviljelijäin	NOUN
afs-72267	1275	55	liitto	liitto	NOUN
afs-72267	1275	56	and	and	CCONJ
afs-72267	1275	57	suomen	suomen	PROPN
afs-72267	1275	58	pienviljelijäin	pienviljelijäin	PROPN
afs-72267	1275	59	liitto	liitto	PROPN
afs-72267	1275	60	)	)	PUNCT
afs-72267	1275	61	.	.	PUNCT
afs-72267	1276	1	public	public	ADJ
afs-72267	1276	2	expenditures	expenditure	NOUN
afs-72267	1276	3	for	for	ADP
afs-72267	1276	4	the	the	DET
afs-72267	1276	5	specialized	specialized	ADJ
afs-72267	1276	6	extension	extension	NOUN
afs-72267	1276	7	agencies	agency	NOUN
afs-72267	1276	8	,	,	PUNCT
afs-72267	1276	9	i.e.	i.e.	X
afs-72267	1276	10	organizations	organization	NOUN
afs-72267	1276	11	giving	give	VERB
afs-72267	1276	12	extension	extension	NOUN
afs-72267	1276	13	services	service	NOUN
afs-72267	1276	14	on	on	ADP
afs-72267	1276	15	a	a	DET
afs-72267	1276	16	particular	particular	ADJ
afs-72267	1276	17	production	production	NOUN
afs-72267	1276	18	line	line	NOUN
afs-72267	1276	19	,	,	PUNCT
afs-72267	1276	20	e.g.	e.g.	ADV
afs-72267	1276	21	bee	bee	NOUN
afs-72267	1276	22	,	,	PUNCT
afs-72267	1276	23	fur	fur	NOUN
afs-72267	1276	24	or	or	CCONJ
afs-72267	1276	25	lamb	lamb	NOUN
afs-72267	1276	26	husbandry	husbandry	NOUN
afs-72267	1276	27	,	,	PUNCT
afs-72267	1276	28	have	have	AUX
afs-72267	1276	29	not	not	PART
afs-72267	1276	30	been	be	AUX
afs-72267	1276	31	included	include	VERB
afs-72267	1276	32	.	.	PUNCT
afs-72267	1277	1	strictly	strictly	ADV
afs-72267	1277	2	speaking	speak	VERB
afs-72267	1277	3	,	,	PUNCT
afs-72267	1277	4	their	their	PRON
afs-72267	1277	5	inclusion	inclusion	NOUN
afs-72267	1277	6	would	would	AUX
afs-72267	1277	7	have	have	AUX
afs-72267	1277	8	been	be	AUX
afs-72267	1277	9	preferable	preferable	ADJ
afs-72267	1277	10	since	since	SCONJ
afs-72267	1277	11	their	their	PRON
afs-72267	1277	12	share	share	NOUN
afs-72267	1277	13	has	have	AUX
afs-72267	1277	14	been	be	AUX
afs-72267	1277	15	rising	rise	VERB
afs-72267	1277	16	during	during	ADP
afs-72267	1277	17	the	the	DET
afs-72267	1277	18	latter	latter	ADJ
afs-72267	1277	19	part	part	NOUN
afs-72267	1277	20	of	of	ADP
afs-72267	1277	21	the	the	DET
afs-72267	1277	22	period	period	NOUN
afs-72267	1277	23	1950	1950	NUM
afs-72267	1277	24	—	—	PUNCT
afs-72267	1277	25	1984	1984	NUM
afs-72267	1277	26	.	.	PUNCT
afs-72267	1278	1	the	the	DET
afs-72267	1278	2	lack	lack	NOUN
afs-72267	1278	3	of	of	ADP
afs-72267	1278	4	available	available	ADJ
afs-72267	1278	5	data	datum	NOUN
afs-72267	1278	6	on	on	ADP
afs-72267	1278	7	state	state	NOUN
afs-72267	1278	8	support	support	NOUN
afs-72267	1278	9	for	for	ADP
afs-72267	1278	10	these	these	DET
afs-72267	1278	11	agencies	agency	NOUN
afs-72267	1278	12	limits	limit	VERB
afs-72267	1278	13	the	the	DET
afs-72267	1278	14	possibilities	possibility	NOUN
afs-72267	1278	15	of	of	ADP
afs-72267	1278	16	including	include	VERB
afs-72267	1278	17	them	they	PRON
afs-72267	1278	18	in	in	ADP
afs-72267	1278	19	the	the	DET
afs-72267	1278	20	total	total	ADJ
afs-72267	1278	21	state	state	NOUN
afs-72267	1278	22	expenditure	expenditure	NOUN
afs-72267	1278	23	for	for	ADP
afs-72267	1278	24	extension	extension	NOUN
afs-72267	1278	25	.	.	PUNCT
afs-72267	1279	1	the	the	DET
afs-72267	1279	2	share	share	NOUN
afs-72267	1279	3	of	of	ADP
afs-72267	1279	4	extension	extension	NOUN
afs-72267	1279	5	services	service	NOUN
afs-72267	1279	6	paid	pay	VERB
afs-72267	1279	7	by	by	ADP
afs-72267	1279	8	farmers	farmer	NOUN
afs-72267	1279	9	themselves	themselves	PRON
afs-72267	1279	10	has	have	AUX
afs-72267	1279	11	not	not	PART
afs-72267	1279	12	been	be	AUX
afs-72267	1279	13	included	include	VERB
afs-72267	1279	14	,	,	PUNCT
afs-72267	1279	15	the	the	DET
afs-72267	1279	16	obvious	obvious	ADJ
afs-72267	1279	17	reason	reason	NOUN
afs-72267	1279	18	being	be	AUX
afs-72267	1279	19	that	that	SCONJ
afs-72267	1279	20	farmers	farmer	NOUN
afs-72267	1279	21	pay	pay	VERB
afs-72267	1279	22	for	for	ADP
afs-72267	1279	23	these	these	DET
afs-72267	1279	24	services	service	NOUN
afs-72267	1279	25	themselves	themselves	PRON
afs-72267	1279	26	,	,	PUNCT
afs-72267	1279	27	and	and	CCONJ
afs-72267	1279	28	should	should	AUX
afs-72267	1279	29	thus	thus	ADV
afs-72267	1279	30	not	not	PART
afs-72267	1279	31	be	be	AUX
afs-72267	1279	32	accounted	account	VERB
afs-72267	1279	33	for	for	ADP
afs-72267	1279	34	.	.	PUNCT
afs-72267	1280	1	the	the	DET
afs-72267	1280	2	extension	extension	NOUN
afs-72267	1280	3	activities	activity	NOUN
afs-72267	1280	4	of	of	ADP
afs-72267	1280	5	the	the	DET
afs-72267	1280	6	private	private	ADJ
afs-72267	1280	7	sector	sector	NOUN
afs-72267	1280	8	have	have	AUX
afs-72267	1280	9	been	be	AUX
afs-72267	1280	10	omitted	omit	VERB
afs-72267	1280	11	for	for	ADP
afs-72267	1280	12	the	the	DET
afs-72267	1280	13	same	same	ADJ
afs-72267	1280	14	reason	reason	NOUN
afs-72267	1280	15	.	.	PUNCT
afs-72267	1281	1	a	a	DET
afs-72267	1281	2	complete	complete	ADJ
afs-72267	1281	3	time	time	NOUN
afs-72267	1281	4	series	series	NOUN
afs-72267	1281	5	for	for	ADP
afs-72267	1281	6	the	the	DET
afs-72267	1281	7	period	period	NOUN
afs-72267	1281	8	1970—1984	1970—1984	NUM
afs-72267	1281	9	was	be	AUX
afs-72267	1281	10	used	use	VERB
afs-72267	1281	11	in	in	ADP
afs-72267	1281	12	the	the	DET
afs-72267	1281	13	study	study	NOUN
afs-72267	1281	14	.	.	PUNCT
afs-72267	1282	1	the	the	DET
afs-72267	1282	2	period	period	NOUN
afs-72267	1282	3	1951—1970	1951—1970	ADV
afs-72267	1282	4	,	,	PUNCT
afs-72267	1282	5	however	however	ADV
afs-72267	1282	6	,	,	PUNCT
afs-72267	1282	7	rests	rest	VERB
afs-72267	1282	8	on	on	ADP
afs-72267	1282	9	data	datum	NOUN
afs-72267	1282	10	with	with	ADP
afs-72267	1282	11	five	five	NUM
afs-72267	1282	12	fig	fig	NOUN
afs-72267	1282	13	.	.	PUNCT
afs-72267	1283	1	13	13	NUM
afs-72267	1283	2	.	.	X
afs-72267	1284	1	capital	capital	NOUN
afs-72267	1284	2	,	,	PUNCT
afs-72267	1284	3	labour	labour	NOUN
afs-72267	1284	4	,	,	PUNCT
afs-72267	1284	5	external	external	ADJ
afs-72267	1284	6	inputs	input	NOUN
afs-72267	1284	7	,	,	PUNCT
afs-72267	1284	8	extension	extension	NOUN
afs-72267	1284	9	and	and	CCONJ
afs-72267	1284	10	agricultural	agricultural	ADJ
afs-72267	1284	11	production	production	NOUN
afs-72267	1284	12	(	(	PUNCT
afs-72267	1284	13	dotted	dotted	ADJ
afs-72267	1284	14	line	line	NOUN
afs-72267	1284	15	)	)	PUNCT
afs-72267	1284	16	in	in	ADP
afs-72267	1284	17	1950—1984	1950—1984	PROPN
afs-72267	1284	18	.	.	PROPN
afs-72267	1284	19	300	300	NUM
afs-72267	1284	20	year	year	NOUN
afs-72267	1284	21	intervals	interval	NOUN
afs-72267	1284	22	.	.	PUNCT
afs-72267	1285	1	the	the	DET
afs-72267	1285	2	missing	miss	VERB
afs-72267	1285	3	values	value	NOUN
afs-72267	1285	4	have	have	AUX
afs-72267	1285	5	been	be	AUX
afs-72267	1285	6	estimated	estimate	VERB
afs-72267	1285	7	by	by	ADP
afs-72267	1285	8	linear	linear	PROPN
afs-72267	1285	9	interpolation	interpolation	NOUN
afs-72267	1285	10	.	.	PUNCT
afs-72267	1286	1	extension	extension	NOUN
afs-72267	1286	2	expenditures	expenditure	NOUN
afs-72267	1286	3	in	in	ADP
afs-72267	1286	4	1950	1950	NUM
afs-72267	1286	5	were	be	AUX
afs-72267	1286	6	assumed	assume	VERB
afs-72267	1286	7	to	to	PART
afs-72267	1286	8	be	be	AUX
afs-72267	1286	9	equal	equal	ADJ
afs-72267	1286	10	to	to	ADP
afs-72267	1286	11	those	those	PRON
afs-72267	1286	12	of	of	ADP
afs-72267	1286	13	1951	1951	NUM
afs-72267	1286	14	.	.	PUNCT
afs-72267	1287	1	the	the	DET
afs-72267	1287	2	total	total	ADJ
afs-72267	1287	3	expenditures	expenditure	NOUN
afs-72267	1287	4	(	(	PUNCT
afs-72267	1287	5	including	include	VERB
afs-72267	1287	6	services	service	NOUN
afs-72267	1287	7	paid	pay	VERB
afs-72267	1287	8	by	by	ADP
afs-72267	1287	9	farmers	farmer	NOUN
afs-72267	1287	10	)	)	PUNCT
afs-72267	1287	11	and	and	CCONJ
afs-72267	1287	12	state	state	NOUN
afs-72267	1287	13	expenditures	expenditure	NOUN
afs-72267	1287	14	are	be	AUX
afs-72267	1287	15	presented	present	VERB
afs-72267	1287	16	in	in	ADP
afs-72267	1287	17	appendices	appendix	NOUN
afs-72267	1287	18	3	3	NUM
afs-72267	1287	19	and	and	CCONJ
afs-72267	1287	20	4	4	NUM
afs-72267	1287	21	.	.	PUNCT
afs-72267	1288	1	the	the	DET
afs-72267	1288	2	share	share	NOUN
afs-72267	1288	3	of	of	ADP
afs-72267	1288	4	state	state	NOUN
afs-72267	1288	5	expenditure	expenditure	NOUN
afs-72267	1288	6	out	out	ADP
afs-72267	1288	7	of	of	ADP
afs-72267	1288	8	total	total	ADJ
afs-72267	1288	9	expenditures	expenditure	NOUN
afs-72267	1288	10	was	be	AUX
afs-72267	1288	11	the	the	DET
afs-72267	1288	12	greatest	great	ADJ
afs-72267	1288	13	in	in	ADP
afs-72267	1288	14	1970	1970	NUM
afs-72267	1288	15	(	(	PUNCT
afs-72267	1288	16	66.6	66.6	NUM
afs-72267	1288	17	%	%	NOUN
afs-72267	1288	18	of	of	ADP
afs-72267	1288	19	expenditures	expenditure	NOUN
afs-72267	1288	20	)	)	PUNCT
afs-72267	1288	21	and	and	CCONJ
afs-72267	1288	22	has	have	AUX
afs-72267	1288	23	declined	decline	VERB
afs-72267	1288	24	to	to	ADP
afs-72267	1288	25	45.4	45.4	NUM
afs-72267	1288	26	%	%	NOUN
afs-72267	1288	27	in	in	ADP
afs-72267	1288	28	1984	1984	NUM
afs-72267	1288	29	.	.	PUNCT
afs-72267	1289	1	the	the	DET
afs-72267	1289	2	development	development	NOUN
afs-72267	1289	3	of	of	ADP
afs-72267	1289	4	the	the	DET
afs-72267	1289	5	capital	capital	NOUN
afs-72267	1289	6	stock	stock	NOUN
afs-72267	1289	7	,	,	PUNCT
afs-72267	1289	8	labour	labour	NOUN
afs-72267	1289	9	,	,	PUNCT
afs-72267	1289	10	external	external	ADJ
afs-72267	1289	11	inputs	input	NOUN
afs-72267	1289	12	,	,	PUNCT
afs-72267	1289	13	extension	extension	NOUN
afs-72267	1289	14	and	and	CCONJ
afs-72267	1289	15	gross	gross	ADJ
afs-72267	1289	16	output	output	NOUN
afs-72267	1289	17	are	be	AUX
afs-72267	1289	18	presented	present	VERB
afs-72267	1289	19	in	in	ADP
afs-72267	1289	20	figure	figure	NOUN
afs-72267	1289	21	13	13	NUM
afs-72267	1289	22	.	.	PUNCT
afs-72267	1290	1	4.7	4.7	NUM
afs-72267	1290	2	.	.	PUNCT
afs-72267	1291	1	the	the	DET
afs-72267	1291	2	research	research	NOUN
afs-72267	1291	3	input	input	NOUN
afs-72267	1291	4	in	in	ADP
afs-72267	1291	5	the	the	DET
afs-72267	1291	6	public	public	ADJ
afs-72267	1291	7	sector	sector	NOUN
afs-72267	1291	8	in	in	ADP
afs-72267	1291	9	1950—1984	1950—1984	PROPN
afs-72267	1291	10	public	public	ADJ
afs-72267	1291	11	research	research	NOUN
afs-72267	1291	12	is	be	AUX
afs-72267	1291	13	defined	define	VERB
afs-72267	1291	14	here	here	ADV
afs-72267	1291	15	as	as	ADP
afs-72267	1291	16	research	research	NOUN
afs-72267	1291	17	financed	finance	VERB
afs-72267	1291	18	by	by	ADP
afs-72267	1291	19	public	public	ADJ
afs-72267	1291	20	funds	fund	NOUN
afs-72267	1291	21	and	and	CCONJ
afs-72267	1291	22	carried	carry	VERB
afs-72267	1291	23	out	out	ADP
afs-72267	1291	24	mainly	mainly	ADV
afs-72267	1291	25	at	at	ADP
afs-72267	1291	26	public	public	ADJ
afs-72267	1291	27	research	research	NOUN
afs-72267	1291	28	institutes	institute	NOUN
afs-72267	1291	29	and	and	CCONJ
afs-72267	1291	30	universities	university	NOUN
afs-72267	1291	31	.	.	PUNCT
afs-72267	1292	1	agricultural	agricultural	ADJ
afs-72267	1292	2	research	research	NOUN
afs-72267	1292	3	,	,	PUNCT
afs-72267	1292	4	in	in	ADP
afs-72267	1292	5	turn	turn	NOUN
afs-72267	1292	6	,	,	PUNCT
afs-72267	1292	7	is	be	AUX
afs-72267	1292	8	understood	understand	VERB
afs-72267	1292	9	to	to	PART
afs-72267	1292	10	be	be	AUX
afs-72267	1292	11	research	research	NOUN
afs-72267	1292	12	connected	connect	VERB
afs-72267	1292	13	with	with	ADP
afs-72267	1292	14	basic	basic	ADJ
afs-72267	1292	15	agriculture	agriculture	NOUN
afs-72267	1292	16	and	and	CCONJ
afs-72267	1292	17	focusing	focus	VERB
afs-72267	1292	18	on	on	ADP
afs-72267	1292	19	crop	crop	NOUN
afs-72267	1292	20	production	production	NOUN
afs-72267	1292	21	,	,	PUNCT
afs-72267	1292	22	animal	animal	NOUN
afs-72267	1292	23	husbandry	husbandry	NOUN
afs-72267	1292	24	,	,	PUNCT
afs-72267	1292	25	agricultural	agricultural	ADJ
afs-72267	1292	26	economics	economic	NOUN
afs-72267	1292	27	,	,	PUNCT
afs-72267	1292	28	policy	policy	NOUN
afs-72267	1292	29	and	and	CCONJ
afs-72267	1292	30	technology	technology	NOUN
afs-72267	1292	31	.	.	PUNCT
afs-72267	1293	1	research	research	NOUN
afs-72267	1293	2	on	on	ADP
afs-72267	1293	3	garden	garden	NOUN
afs-72267	1293	4	production	production	NOUN
afs-72267	1293	5	,	,	PUNCT
afs-72267	1293	6	indigenous	indigenous	ADJ
afs-72267	1293	7	energy	energy	NOUN
afs-72267	1293	8	sources	source	NOUN
afs-72267	1293	9	(	(	PUNCT
afs-72267	1293	10	peat	peat	NOUN
afs-72267	1293	11	,	,	PUNCT
afs-72267	1293	12	straw	straw	NOUN
afs-72267	1293	13	,	,	PUNCT
afs-72267	1293	14	willow	willow	NOUN
afs-72267	1293	15	etc	etc	X
afs-72267	1293	16	.	.	X
afs-72267	1293	17	)	)	PUNCT
afs-72267	1293	18	,	,	PUNCT
afs-72267	1293	19	forestry	forestry	NOUN
afs-72267	1293	20	and	and	CCONJ
afs-72267	1293	21	subjects	subject	NOUN
afs-72267	1293	22	which	which	PRON
afs-72267	1293	23	in	in	ADP
afs-72267	1293	24	the	the	DET
afs-72267	1293	25	broad	broad	ADJ
afs-72267	1293	26	sense	sense	NOUN
afs-72267	1293	27	could	could	AUX
afs-72267	1293	28	be	be	AUX
afs-72267	1293	29	considered	consider	VERB
afs-72267	1293	30	agricultural	agricultural	ADJ
afs-72267	1293	31	are	be	AUX
afs-72267	1293	32	not	not	PART
afs-72267	1293	33	included	include	VERB
afs-72267	1293	34	in	in	ADP
afs-72267	1293	35	the	the	DET
afs-72267	1293	36	research	research	NOUN
afs-72267	1293	37	input	input	NOUN
afs-72267	1293	38	in	in	ADP
afs-72267	1293	39	this	this	DET
afs-72267	1293	40	study	study	NOUN
afs-72267	1293	41	.	.	PUNCT
afs-72267	1294	1	a	a	DET
afs-72267	1294	2	particularly	particularly	ADV
afs-72267	1294	3	difficult	difficult	ADJ
afs-72267	1294	4	question	question	NOUN
afs-72267	1294	5	is	be	AUX
afs-72267	1294	6	which	which	PRON
afs-72267	1294	7	items	item	NOUN
afs-72267	1294	8	of	of	ADP
afs-72267	1294	9	public	public	ADJ
afs-72267	1294	10	expenditures	expenditure	NOUN
afs-72267	1294	11	allocated	allocate	VERB
afs-72267	1294	12	to	to	ADP
afs-72267	1294	13	agricultural	agricultural	ADJ
afs-72267	1294	14	research	research	NOUN
afs-72267	1294	15	should	should	AUX
afs-72267	1294	16	be	be	AUX
afs-72267	1294	17	included	include	VERB
afs-72267	1294	18	in	in	ADP
afs-72267	1294	19	the	the	DET
afs-72267	1294	20	research	research	NOUN
afs-72267	1294	21	input	input	NOUN
afs-72267	1294	22	of	of	ADP
afs-72267	1294	23	the	the	DET
afs-72267	1294	24	public	public	ADJ
afs-72267	1294	25	sector	sector	NOUN
afs-72267	1294	26	.	.	PUNCT
afs-72267	1295	1	how	how	SCONJ
afs-72267	1295	2	should	should	AUX
afs-72267	1295	3	capital	capital	NOUN
afs-72267	1295	4	costs	cost	NOUN
afs-72267	1295	5	,	,	PUNCT
afs-72267	1295	6	for	for	ADP
afs-72267	1295	7	instance	instance	NOUN
afs-72267	1295	8	,	,	PUNCT
afs-72267	1295	9	be	be	AUX
afs-72267	1295	10	treated	treat	VERB
afs-72267	1295	11	?	?	PUNCT
afs-72267	1296	1	in	in	ADP
afs-72267	1296	2	a	a	DET
afs-72267	1296	3	way	way	NOUN
afs-72267	1296	4	,	,	PUNCT
afs-72267	1296	5	they	they	PRON
afs-72267	1296	6	do	do	AUX
afs-72267	1296	7	not	not	PART
afs-72267	1296	8	affect	affect	VERB
afs-72267	1296	9	research	research	NOUN
afs-72267	1296	10	results	result	NOUN
afs-72267	1296	11	in	in	ADP
afs-72267	1296	12	the	the	DET
afs-72267	1296	13	short	short	ADJ
afs-72267	1296	14	term	term	NOUN
afs-72267	1296	15	,	,	PUNCT
afs-72267	1296	16	yet	yet	CCONJ
afs-72267	1296	17	buildings	building	NOUN
afs-72267	1296	18	,	,	PUNCT
afs-72267	1296	19	for	for	ADP
afs-72267	1296	20	example	example	NOUN
afs-72267	1296	21	,	,	PUNCT
afs-72267	1296	22	are	be	AUX
afs-72267	1296	23	necessary	necessary	ADJ
afs-72267	1296	24	in	in	ADP
afs-72267	1296	25	order	order	NOUN
afs-72267	1296	26	to	to	PART
afs-72267	1296	27	carry	carry	VERB
afs-72267	1296	28	out	out	ADP
afs-72267	1296	29	research	research	NOUN
afs-72267	1296	30	.	.	PUNCT
afs-72267	1297	1	to	to	PART
afs-72267	1297	2	be	be	AUX
afs-72267	1297	3	certain	certain	ADJ
afs-72267	1297	4	not	not	PART
afs-72267	1297	5	to	to	PART
afs-72267	1297	6	underestimate	underestimate	VERB
afs-72267	1297	7	the	the	DET
afs-72267	1297	8	funds	fund	NOUN
afs-72267	1297	9	allocated	allocate	VERB
afs-72267	1297	10	to	to	ADP
afs-72267	1297	11	research	research	NOUN
afs-72267	1297	12	,	,	PUNCT
afs-72267	1297	13	capital	capital	NOUN
afs-72267	1297	14	costs	cost	NOUN
afs-72267	1297	15	have	have	AUX
afs-72267	1297	16	been	be	AUX
afs-72267	1297	17	included	include	VERB
afs-72267	1297	18	in	in	ADP
afs-72267	1297	19	the	the	DET
afs-72267	1297	20	data	datum	NOUN
afs-72267	1297	21	to	to	ADP
afs-72267	1297	22	the	the	DET
afs-72267	1297	23	extent	extent	NOUN
afs-72267	1297	24	information	information	NOUN
afs-72267	1297	25	about	about	ADP
afs-72267	1297	26	these	these	DET
afs-72267	1297	27	costs	cost	NOUN
afs-72267	1297	28	have	have	AUX
afs-72267	1297	29	been	be	AUX
afs-72267	1297	30	reported	report	VERB
afs-72267	1297	31	.	.	PUNCT
afs-72267	1298	1	this	this	PRON
afs-72267	1298	2	may	may	AUX
afs-72267	1298	3	give	give	VERB
afs-72267	1298	4	rise	rise	NOUN
afs-72267	1298	5	to	to	ADP
afs-72267	1298	6	discussion	discussion	NOUN
afs-72267	1298	7	,	,	PUNCT
afs-72267	1298	8	since	since	SCONJ
afs-72267	1298	9	the	the	DET
afs-72267	1298	10	estimated	estimate	VERB
afs-72267	1298	11	returns	return	NOUN
afs-72267	1298	12	,	,	PUNCT
afs-72267	1298	13	obviously	obviously	ADV
afs-72267	1298	14	,	,	PUNCT
afs-72267	1298	15	will	will	AUX
afs-72267	1298	16	be	be	AUX
afs-72267	1298	17	lower	low	ADJ
afs-72267	1298	18	than	than	SCONJ
afs-72267	1298	19	if	if	SCONJ
afs-72267	1298	20	capital	capital	NOUN
afs-72267	1298	21	costs	cost	NOUN
afs-72267	1298	22	were	be	AUX
afs-72267	1298	23	not	not	PART
afs-72267	1298	24	included	include	VERB
afs-72267	1298	25	.	.	PUNCT
afs-72267	1299	1	as	as	SCONJ
afs-72267	1299	2	was	be	AUX
afs-72267	1299	3	mentioned	mention	VERB
afs-72267	1299	4	earlier	early	ADV
afs-72267	1299	5	,	,	PUNCT
afs-72267	1299	6	a	a	DET
afs-72267	1299	7	major	major	ADJ
afs-72267	1299	8	criticism	criticism	NOUN
afs-72267	1299	9	of	of	ADP
afs-72267	1299	10	the	the	DET
afs-72267	1299	11	early	early	ADJ
afs-72267	1299	12	studies	study	NOUN
afs-72267	1299	13	in	in	ADP
afs-72267	1299	14	this	this	DET
afs-72267	1299	15	field	field	NOUN
afs-72267	1299	16	was	be	AUX
afs-72267	1299	17	that	that	SCONJ
afs-72267	1299	18	too	too	ADV
afs-72267	1299	19	little	little	ADJ
afs-72267	1299	20	of	of	ADP
afs-72267	1299	21	the	the	DET
afs-72267	1299	22	costs	cost	NOUN
afs-72267	1299	23	of	of	ADP
afs-72267	1299	24	research	research	NOUN
afs-72267	1299	25	were	be	AUX
afs-72267	1299	26	taken	take	VERB
afs-72267	1299	27	into	into	ADP
afs-72267	1299	28	account	account	NOUN
afs-72267	1299	29	.	.	PUNCT
afs-72267	1300	1	another	another	DET
afs-72267	1300	2	issue	issue	NOUN
afs-72267	1300	3	difficult	difficult	ADJ
afs-72267	1300	4	to	to	PART
afs-72267	1300	5	handle	handle	VERB
afs-72267	1300	6	is	be	AUX
afs-72267	1300	7	the	the	DET
afs-72267	1300	8	role	role	NOUN
afs-72267	1300	9	of	of	ADP
afs-72267	1300	10	universities	university	NOUN
afs-72267	1300	11	and	and	CCONJ
afs-72267	1300	12	how	how	SCONJ
afs-72267	1300	13	to	to	PART
afs-72267	1300	14	distinguish	distinguish	VERB
afs-72267	1300	15	education	education	NOUN
afs-72267	1300	16	from	from	ADP
afs-72267	1300	17	research	research	NOUN
afs-72267	1300	18	.	.	PUNCT
afs-72267	1301	1	most	most	ADJ
afs-72267	1301	2	students	student	NOUN
afs-72267	1301	3	completing	complete	VERB
afs-72267	1301	4	an	an	DET
afs-72267	1301	5	university	university	NOUN
afs-72267	1301	6	degree	degree	NOUN
afs-72267	1301	7	do	do	AUX
afs-72267	1301	8	not	not	PART
afs-72267	1301	9	go	go	VERB
afs-72267	1301	10	into	into	ADP
afs-72267	1301	11	research	research	NOUN
afs-72267	1301	12	but	but	CCONJ
afs-72267	1301	13	move	move	VERB
afs-72267	1301	14	into	into	ADP
afs-72267	1301	15	other	other	ADJ
afs-72267	1301	16	occupations	occupation	NOUN
afs-72267	1301	17	,	,	PUNCT
afs-72267	1301	18	often	often	ADV
afs-72267	1301	19	outside	outside	ADP
afs-72267	1301	20	agriculture	agriculture	NOUN
afs-72267	1301	21	.	.	PUNCT
afs-72267	1302	1	inclusion	inclusion	NOUN
afs-72267	1302	2	of	of	ADP
afs-72267	1302	3	the	the	DET
afs-72267	1302	4	expenses	expense	NOUN
afs-72267	1302	5	of	of	ADP
afs-72267	1302	6	university	university	NOUN
afs-72267	1302	7	education	education	NOUN
afs-72267	1302	8	in	in	ADP
afs-72267	1302	9	research	research	NOUN
afs-72267	1302	10	expenses	expense	NOUN
afs-72267	1302	11	will	will	AUX
afs-72267	1302	12	cause	cause	VERB
afs-72267	1302	13	negative	negative	ADJ
afs-72267	1302	14	bias	bias	NOUN
afs-72267	1302	15	in	in	ADP
afs-72267	1302	16	the	the	DET
afs-72267	1302	17	returns	return	NOUN
afs-72267	1302	18	.	.	PUNCT
afs-72267	1303	1	one	one	NUM
afs-72267	1303	2	could	could	AUX
afs-72267	1303	3	,	,	PUNCT
afs-72267	1303	4	of	of	ADP
afs-72267	1303	5	course	course	NOUN
afs-72267	1303	6	,	,	PUNCT
afs-72267	1303	7	also	also	ADV
afs-72267	1303	8	argue	argue	VERB
afs-72267	1303	9	that	that	SCONJ
afs-72267	1303	10	without	without	ADP
afs-72267	1303	11	university	university	NOUN
afs-72267	1303	12	education	education	NOUN
afs-72267	1303	13	there	there	PRON
afs-72267	1303	14	would	would	AUX
afs-72267	1303	15	be	be	AUX
afs-72267	1303	16	no	no	DET
afs-72267	1303	17	researchers	researcher	NOUN
afs-72267	1303	18	.	.	PUNCT
afs-72267	1304	1	because	because	SCONJ
afs-72267	1304	2	of	of	ADP
afs-72267	1304	3	the	the	DET
afs-72267	1304	4	difficulties	difficulty	NOUN
afs-72267	1304	5	in	in	ADP
afs-72267	1304	6	distinguishing	distinguish	VERB
afs-72267	1304	7	research	research	NOUN
afs-72267	1304	8	from	from	ADP
afs-72267	1304	9	education	education	NOUN
afs-72267	1304	10	,	,	PUNCT
afs-72267	1304	11	all	all	DET
afs-72267	1304	12	university	university	NOUN
afs-72267	1304	13	expenditures	expenditure	NOUN
afs-72267	1304	14	for	for	ADP
afs-72267	1304	15	both	both	PRON
afs-72267	1304	16	agricultural	agricultural	ADJ
afs-72267	1304	17	research	research	NOUN
afs-72267	1304	18	and	and	CCONJ
afs-72267	1304	19	education	education	NOUN
afs-72267	1304	20	are	be	AUX
afs-72267	1304	21	included	include	VERB
afs-72267	1304	22	in	in	ADP
afs-72267	1304	23	the	the	DET
afs-72267	1304	24	variable	variable	NOUN
afs-72267	1304	25	,	,	PUNCT
afs-72267	1304	26	which	which	PRON
afs-72267	1304	27	may	may	AUX
afs-72267	1304	28	,	,	PUNCT
afs-72267	1304	29	of	of	ADP
afs-72267	1304	30	course	course	NOUN
afs-72267	1304	31	,	,	PUNCT
afs-72267	1304	32	give	give	VERB
afs-72267	1304	33	rise	rise	NOUN
afs-72267	1304	34	to	to	ADP
afs-72267	1304	35	criticism	criticism	NOUN
afs-72267	1304	36	.	.	PUNCT
afs-72267	1305	1	as	as	SCONJ
afs-72267	1305	2	was	be	AUX
afs-72267	1305	3	pointed	point	VERB
afs-72267	1305	4	out	out	ADP
afs-72267	1305	5	earlier	early	ADV
afs-72267	1305	6	,	,	PUNCT
afs-72267	1305	7	university	university	NOUN
afs-72267	1305	8	research	research	NOUN
afs-72267	1305	9	and	and	CCONJ
afs-72267	1305	10	education	education	NOUN
afs-72267	1305	11	represent	represent	VERB
afs-72267	1305	12	24—52	24—52	NUM
afs-72267	1305	13	%	%	NOUN
afs-72267	1305	14	of	of	ADP
afs-72267	1305	15	total	total	ADJ
afs-72267	1305	16	research	research	NOUN
afs-72267	1305	17	input	input	NOUN
afs-72267	1305	18	during	during	ADP
afs-72267	1305	19	the	the	DET
afs-72267	1305	20	period	period	NOUN
afs-72267	1305	21	studied	study	VERB
afs-72267	1305	22	.	.	PUNCT
afs-72267	1306	1	no	no	DET
afs-72267	1306	2	basic	basic	ADJ
afs-72267	1306	3	research	research	NOUN
afs-72267	1306	4	(	(	PUNCT
afs-72267	1306	5	biological	biological	ADJ
afs-72267	1306	6	,	,	PUNCT
afs-72267	1306	7	chemical	chemical	NOUN
afs-72267	1306	8	or	or	CCONJ
afs-72267	1306	9	mathematical	mathematical	ADJ
afs-72267	1306	10	)	)	PUNCT
afs-72267	1306	11	is	be	AUX
afs-72267	1306	12	included	include	VERB
afs-72267	1306	13	in	in	ADP
afs-72267	1306	14	the	the	DET
afs-72267	1306	15	research	research	NOUN
afs-72267	1306	16	variable	variable	NOUN
afs-72267	1306	17	.	.	PUNCT
afs-72267	1307	1	one	one	NUM
afs-72267	1307	2	can	can	AUX
afs-72267	1307	3	naturally	naturally	ADV
afs-72267	1307	4	uphold	uphold	VERB
afs-72267	1307	5	their	their	PRON
afs-72267	1307	6	appreciable	appreciable	ADJ
afs-72267	1307	7	value	value	NOUN
afs-72267	1307	8	to	to	ADP
afs-72267	1307	9	applied	apply	VERB
afs-72267	1307	10	research	research	NOUN
afs-72267	1307	11	.	.	PUNCT
afs-72267	1308	1	the	the	DET
afs-72267	1308	2	critical	critical	ADJ
afs-72267	1308	3	question	question	NOUN
afs-72267	1308	4	is	be	AUX
afs-72267	1308	5	however	however	ADV
afs-72267	1308	6	:	:	PUNCT
afs-72267	1308	7	through	through	ADP
afs-72267	1308	8	what	what	DET
afs-72267	1308	9	channels	channel	NOUN
afs-72267	1308	10	does	do	AUX
afs-72267	1308	11	basic	basic	ADJ
afs-72267	1308	12	research	research	NOUN
afs-72267	1308	13	affect	affect	VERB
afs-72267	1308	14	applied	apply	VERB
afs-72267	1308	15	research	research	NOUN
afs-72267	1308	16	?	?	PUNCT
afs-72267	1309	1	the	the	DET
afs-72267	1309	2	answer	answer	NOUN
afs-72267	1309	3	obviously	obviously	ADV
afs-72267	1309	4	,	,	PUNCT
afs-72267	1309	5	is	be	AUX
afs-72267	1309	6	through	through	ADP
afs-72267	1309	7	university	university	NOUN
afs-72267	1309	8	education	education	NOUN
afs-72267	1309	9	.	.	PUNCT
afs-72267	1310	1	the	the	DET
afs-72267	1310	2	effects	effect	NOUN
afs-72267	1310	3	of	of	ADP
afs-72267	1310	4	basic	basic	ADJ
afs-72267	1310	5	research	research	NOUN
afs-72267	1310	6	spread	spread	NOUN
afs-72267	1310	7	,	,	PUNCT
afs-72267	1310	8	through	through	ADP
afs-72267	1310	9	graduate	graduate	ADJ
afs-72267	1310	10	education	education	NOUN
afs-72267	1310	11	and	and	CCONJ
afs-72267	1310	12	research	research	NOUN
afs-72267	1310	13	training	training	NOUN
afs-72267	1310	14	,	,	PUNCT
afs-72267	1310	15	to	to	PART
afs-72267	1310	16	applied	apply	VERB
afs-72267	1310	17	agricultural	agricultural	ADJ
afs-72267	1310	18	research	research	NOUN
afs-72267	1310	19	.	.	PUNCT
afs-72267	1311	1	4.7.1	4.7.1	X
afs-72267	1311	2	.	.	PUNCT
afs-72267	1312	1	research	research	NOUN
afs-72267	1312	2	at	at	ADP
afs-72267	1312	3	institutions	institution	NOUN
afs-72267	1312	4	under	under	ADP
afs-72267	1312	5	the	the	DET
afs-72267	1312	6	ministry	ministry	NOUN
afs-72267	1312	7	ofagriculture	ofagriculture	NOUN
afs-72267	1312	8	and	and	CCONJ
afs-72267	1312	9	forestry	forestry	NOUN
afs-72267	1312	10	the	the	DET
afs-72267	1312	11	major	major	ADJ
afs-72267	1312	12	share	share	NOUN
afs-72267	1312	13	of	of	ADP
afs-72267	1312	14	public	public	ADJ
afs-72267	1312	15	agricultural	agricultural	ADJ
afs-72267	1312	16	research	research	NOUN
afs-72267	1312	17	carried	carry	VERB
afs-72267	1312	18	out	out	ADP
afs-72267	1312	19	in	in	ADP
afs-72267	1312	20	finland	finland	PROPN
afs-72267	1312	21	is	be	AUX
afs-72267	1312	22	done	do	VERB
afs-72267	1312	23	at	at	ADP
afs-72267	1312	24	institutions	institution	NOUN
afs-72267	1312	25	under	under	ADP
afs-72267	1312	26	the	the	DET
afs-72267	1312	27	ministry	ministry	PROPN
afs-72267	1312	28	of	of	ADP
afs-72267	1312	29	agriculture	agriculture	PROPN
afs-72267	1312	30	and	and	CCONJ
afs-72267	1312	31	forestry	forestry	NOUN
afs-72267	1312	32	.	.	PUNCT
afs-72267	1313	1	only	only	ADV
afs-72267	1313	2	two	two	NUM
afs-72267	1313	3	of	of	ADP
afs-72267	1313	4	these	these	DET
afs-72267	1313	5	institutions	institution	NOUN
afs-72267	1313	6	are	be	AUX
afs-72267	1313	7	research	research	NOUN
afs-72267	1313	8	institutes	institute	NOUN
afs-72267	1313	9	in	in	ADP
afs-72267	1313	10	the	the	DET
afs-72267	1313	11	real	real	ADJ
afs-72267	1313	12	sense	sense	NOUN
afs-72267	1313	13	(	(	PUNCT
afs-72267	1313	14	the	the	DET
afs-72267	1313	15	agricultural	agricultural	ADJ
afs-72267	1313	16	research	research	NOUN
afs-72267	1313	17	centre	centre	NOUN
afs-72267	1313	18	and	and	CCONJ
afs-72267	1313	19	the	the	DET
afs-72267	1313	20	agricultural	agricultural	ADJ
afs-72267	1313	21	economics	economics	PROPN
afs-72267	1313	22	research	research	PROPN
afs-72267	1313	23	institute	institute	PROPN
afs-72267	1313	24	)	)	PUNCT
afs-72267	1313	25	,	,	PUNCT
afs-72267	1313	26	while	while	SCONJ
afs-72267	1313	27	the	the	DET
afs-72267	1313	28	others	other	NOUN
afs-72267	1313	29	are	be	AUX
afs-72267	1313	30	institutions	institution	NOUN
afs-72267	1313	31	mainly	mainly	ADV
afs-72267	1313	32	carrying	carry	VERB
afs-72267	1313	33	out	out	ADP
afs-72267	1313	34	inspections	inspection	NOUN
afs-72267	1313	35	.	.	PUNCT
afs-72267	1314	1	the	the	DET
afs-72267	1314	2	agricultural	agricultural	ADJ
afs-72267	1314	3	research	research	NOUN
afs-72267	1314	4	centre	centre	NOUN
afs-72267	1314	5	is	be	AUX
afs-72267	1314	6	definitely	definitely	ADV
afs-72267	1314	7	the	the	DET
afs-72267	1314	8	most	most	ADV
afs-72267	1314	9	important	important	ADJ
afs-72267	1314	10	research	research	NOUN
afs-72267	1314	11	institution	institution	NOUN
afs-72267	1314	12	.	.	PUNCT
afs-72267	1315	1	according	accord	VERB
afs-72267	1315	2	to	to	ADP
afs-72267	1315	3	the	the	DET
afs-72267	1315	4	estimate	estimate	NOUN
afs-72267	1315	5	in	in	ADP
afs-72267	1315	6	this	this	DET
afs-72267	1315	7	study	study	NOUN
afs-72267	1315	8	,	,	PUNCT
afs-72267	1315	9	the	the	DET
afs-72267	1315	10	agricultural	agricultural	ADJ
afs-72267	1315	11	research	research	NOUN
afs-72267	1315	12	center	center	NOUN
afs-72267	1315	13	has	have	AUX
afs-72267	1315	14	represented	represent	VERB
afs-72267	1315	15	three	three	NUM
afs-72267	1315	16	-	-	PUNCT
afs-72267	1315	17	fourths	fourth	NOUN
afs-72267	1315	18	of	of	ADP
afs-72267	1315	19	the	the	DET
afs-72267	1315	20	total	total	ADJ
afs-72267	1315	21	research	research	NOUN
afs-72267	1315	22	input	input	NOUN
afs-72267	1315	23	carried	carry	VERB
afs-72267	1315	24	out	out	ADP
afs-72267	1315	25	at	at	ADP
afs-72267	1315	26	institutions	institution	NOUN
afs-72267	1315	27	under	under	ADP
afs-72267	1315	28	the	the	DET
afs-72267	1315	29	ministry	ministry	PROPN
afs-72267	1315	30	of	of	ADP
afs-72267	1315	31	agriculture	agriculture	PROPN
afs-72267	1315	32	and	and	CCONJ
afs-72267	1315	33	forestry	forestry	NOUN
afs-72267	1315	34	during	during	ADP
afs-72267	1315	35	the	the	DET
afs-72267	1315	36	19705	19705	NUM
afs-72267	1315	37	.	.	PUNCT
afs-72267	1316	1	301	301	NUM
afs-72267	1316	2	table	table	NOUN
afs-72267	1316	3	8	8	NUM
afs-72267	1316	4	.	.	PUNCT
afs-72267	1316	5	agricultural	agricultural	ADJ
afs-72267	1316	6	research	research	NOUN
afs-72267	1316	7	percentage	percentage	NOUN
afs-72267	1316	8	;	;	PUNCT
afs-72267	1316	9	share	share	NOUN
afs-72267	1316	10	of	of	ADP
afs-72267	1316	11	all	all	DET
afs-72267	1316	12	subsidies	subsidy	NOUN
afs-72267	1316	13	to	to	ADP
afs-72267	1316	14	the	the	DET
afs-72267	1316	15	institutions	institution	NOUN
afs-72267	1316	16	.	.	PUNCT
afs-72267	1317	1	institution	institution	NOUN
afs-72267	1317	2	percentage	percentage	NOUN
afs-72267	1317	3	share	share	NOUN
afs-72267	1317	4	representing	represent	VERB
afs-72267	1317	5	research	research	NOUN
afs-72267	1317	6	agricultural	agricultural	ADJ
afs-72267	1317	7	research	research	NOUN
afs-72267	1317	8	centre	centre	NOUN
afs-72267	1317	9	agricultural	agricultural	ADJ
afs-72267	1317	10	economics	economics	PROPN
afs-72267	1317	11	research	research	PROPN
afs-72267	1317	12	institute	institute	PROPN
afs-72267	1317	13	100	100	NUM
afs-72267	1317	14	%	%	NOUN
afs-72267	1317	15	100	100	NUM
afs-72267	1317	16	%	%	NOUN
afs-72267	1317	17	70	70	NUM
afs-72267	1317	18	%	%	NOUN
afs-72267	1317	19	state	state	PROPN
afs-72267	1317	20	institute	institute	NOUN
afs-72267	1317	21	for	for	ADP
afs-72267	1317	22	dairy	dairy	NOUN
afs-72267	1317	23	research	research	NOUN
afs-72267	1317	24	state	state	NOUN
afs-72267	1317	25	research	research	PROPN
afs-72267	1317	26	institute	institute	PROPN
afs-72267	1317	27	of	of	ADP
afs-72267	1317	28	engineering	engineering	NOUN
afs-72267	1317	29	in	in	ADP
afs-72267	1317	30	agriculture	agriculture	NOUN
afs-72267	1317	31	and	and	CCONJ
afs-72267	1317	32	forestry	forestry	NOUN
afs-72267	1317	33	30	30	NUM
afs-72267	1317	34	%	%	NOUN
afs-72267	1317	35	state	state	NOUN
afs-72267	1317	36	horse	horse	NOUN
afs-72267	1317	37	breeding	breeding	PROPN
afs-72267	1317	38	institute	institute	PROPN
afs-72267	1317	39	national	national	PROPN
afs-72267	1317	40	veterinary	veterinary	PROPN
afs-72267	1317	41	institute	institute	PROPN
afs-72267	1317	42	state	state	PROPN
afs-72267	1317	43	control	control	PROPN
afs-72267	1317	44	office	office	NOUN
afs-72267	1317	45	for	for	ADP
afs-72267	1317	46	dairy	dairy	NOUN
afs-72267	1317	47	products	product	NOUN
afs-72267	1317	48	25	25	NUM
afs-72267	1317	49	%	%	NOUN
afs-72267	1317	50	20	20	NUM
afs-72267	1317	51	«	«	SYM
afs-72267	1317	52	7o	7o	NUM
afs-72267	1317	53	10	10	NUM
afs-72267	1317	54	%	%	NOUN
afs-72267	1317	55	state	state	PROPN
afs-72267	1317	56	institute	institute	PROPN
afs-72267	1317	57	of	of	ADP
afs-72267	1317	58	agricultural	agricultural	ADJ
afs-72267	1317	59	chemistry	chemistry	NOUN
afs-72267	1317	60	10	10	NUM
afs-72267	1317	61	%	%	NOUN
afs-72267	1317	62	state	state	NOUN
afs-72267	1317	63	seed	seed	NOUN
afs-72267	1317	64	testing	testing	NOUN
afs-72267	1317	65	station	station	NOUN
afs-72267	1317	66	seed	seed	NOUN
afs-72267	1317	67	investigation	investigation	NOUN
afs-72267	1317	68	institute	institute	NOUN
afs-72267	1317	69	1	1	NUM
afs-72267	1317	70	10	10	NUM
afs-72267	1317	71	%	%	NOUN
afs-72267	1317	72	100	100	NUM
afs-72267	1317	73	%	%	NOUN
afs-72267	1317	74	this	this	DET
afs-72267	1317	75	figure	figure	NOUN
afs-72267	1317	76	is	be	AUX
afs-72267	1317	77	not	not	PART
afs-72267	1317	78	based	base	VERB
afs-72267	1317	79	on	on	ADP
afs-72267	1317	80	the	the	DET
afs-72267	1317	81	report	report	NOUN
afs-72267	1317	82	of	of	ADP
afs-72267	1317	83	lemola	lemola	PROPN
afs-72267	1317	84	et	et	PROPN
afs-72267	1317	85	ai	ai	VERB
afs-72267	1317	86	.	.	PUNCT
afs-72267	1318	1	the	the	DET
afs-72267	1318	2	values	value	NOUN
afs-72267	1318	3	reported	report	VERB
afs-72267	1318	4	by	by	ADP
afs-72267	1318	5	lemola	lemola	PROPN
afs-72267	1318	6	et	et	PROPN
afs-72267	1318	7	ai	ai	VERB
afs-72267	1318	8	.	.	PUNCT
afs-72267	1319	1	(	(	PUNCT
afs-72267	1319	2	1975	1975	NUM
afs-72267	1319	3	)	)	PUNCT
afs-72267	1319	4	have	have	AUX
afs-72267	1319	5	been	be	AUX
afs-72267	1319	6	used	use	VERB
afs-72267	1319	7	to	to	PART
afs-72267	1319	8	assess	assess	VERB
afs-72267	1319	9	how	how	SCONJ
afs-72267	1319	10	much	much	ADJ
afs-72267	1319	11	of	of	ADP
afs-72267	1319	12	the	the	DET
afs-72267	1319	13	activities	activity	NOUN
afs-72267	1319	14	at	at	ADP
afs-72267	1319	15	each	each	DET
afs-72267	1319	16	institution	institution	NOUN
afs-72267	1319	17	is	be	AUX
afs-72267	1319	18	devoted	devote	VERB
afs-72267	1319	19	to	to	ADP
afs-72267	1319	20	research	research	NOUN
afs-72267	1319	21	purposes	purpose	NOUN
afs-72267	1319	22	.	.	PUNCT
afs-72267	1320	1	they	they	PRON
afs-72267	1320	2	found	find	VERB
afs-72267	1320	3	the	the	DET
afs-72267	1320	4	percentage	percentage	NOUN
afs-72267	1320	5	of	of	ADP
afs-72267	1320	6	research	research	NOUN
afs-72267	1320	7	of	of	ADP
afs-72267	1320	8	all	all	DET
afs-72267	1320	9	activities	activity	NOUN
afs-72267	1320	10	in	in	ADP
afs-72267	1320	11	1970—1975	1970—1975	NUM
afs-72267	1320	12	to	to	PART
afs-72267	1320	13	be	be	AUX
afs-72267	1320	14	that	that	PRON
afs-72267	1320	15	shown	show	VERB
afs-72267	1320	16	in	in	ADP
afs-72267	1320	17	table	table	NOUN
afs-72267	1320	18	8	8	NUM
afs-72267	1320	19	.	.	PUNCT
afs-72267	1321	1	for	for	ADP
afs-72267	1321	2	the	the	DET
afs-72267	1321	3	sake	sake	NOUN
afs-72267	1321	4	of	of	ADP
afs-72267	1321	5	simplification	simplification	NOUN
afs-72267	1321	6	,	,	PUNCT
afs-72267	1321	7	the	the	DET
afs-72267	1321	8	same	same	ADJ
afs-72267	1321	9	percentage	percentage	NOUN
afs-72267	1321	10	rates	rate	NOUN
afs-72267	1321	11	are	be	AUX
afs-72267	1321	12	assumed	assume	VERB
afs-72267	1321	13	to	to	PART
afs-72267	1321	14	have	have	AUX
afs-72267	1321	15	been	be	AUX
afs-72267	1321	16	relevant	relevant	ADJ
afs-72267	1321	17	also	also	ADV
afs-72267	1321	18	in	in	ADP
afs-72267	1321	19	the	the	DET
afs-72267	1321	20	19505	19505	NUM
afs-72267	1321	21	.	.	PUNCT
afs-72267	1322	1	this	this	PRON
afs-72267	1322	2	is	be	AUX
afs-72267	1322	3	obviously	obviously	ADV
afs-72267	1322	4	not	not	PART
afs-72267	1322	5	the	the	DET
afs-72267	1322	6	case	case	NOUN
afs-72267	1322	7	since	since	SCONJ
afs-72267	1322	8	the	the	DET
afs-72267	1322	9	research	research	NOUN
afs-72267	1322	10	activities	activity	NOUN
afs-72267	1322	11	vary	vary	VERB
afs-72267	1322	12	from	from	ADP
afs-72267	1322	13	one	one	NUM
afs-72267	1322	14	period	period	NOUN
afs-72267	1322	15	to	to	ADP
afs-72267	1322	16	another	another	PRON
afs-72267	1322	17	.	.	PUNCT
afs-72267	1323	1	because	because	SCONJ
afs-72267	1323	2	the	the	DET
afs-72267	1323	3	agricultural	agricultural	ADJ
afs-72267	1323	4	research	research	NOUN
afs-72267	1323	5	centre	centre	NOUN
afs-72267	1323	6	is	be	AUX
afs-72267	1323	7	the	the	DET
afs-72267	1323	8	institute	institute	NOUN
afs-72267	1323	9	accounting	account	VERB
afs-72267	1323	10	for	for	ADP
afs-72267	1323	11	the	the	DET
afs-72267	1323	12	absolute	absolute	ADJ
afs-72267	1323	13	major	major	ADJ
afs-72267	1323	14	share	share	NOUN
afs-72267	1323	15	of	of	ADP
afs-72267	1323	16	the	the	DET
afs-72267	1323	17	expenditures	expenditure	NOUN
afs-72267	1323	18	and	and	CCONJ
afs-72267	1323	19	because	because	SCONJ
afs-72267	1323	20	100	100	NUM
afs-72267	1323	21	%	%	NOUN
afs-72267	1323	22	of	of	ADP
afs-72267	1323	23	its	its	PRON
afs-72267	1323	24	funds	fund	NOUN
afs-72267	1323	25	are	be	AUX
afs-72267	1323	26	included	include	VERB
afs-72267	1323	27	,	,	PUNCT
afs-72267	1323	28	the	the	DET
afs-72267	1323	29	risk	risk	NOUN
afs-72267	1323	30	of	of	ADP
afs-72267	1323	31	error	error	NOUN
afs-72267	1323	32	should	should	AUX
afs-72267	1323	33	be	be	AUX
afs-72267	1323	34	only	only	ADV
afs-72267	1323	35	moderate	moderate	ADJ
afs-72267	1323	36	.	.	PUNCT
afs-72267	1324	1	so	so	ADV
afs-72267	1324	2	-	-	PUNCT
afs-72267	1324	3	called	call	VERB
afs-72267	1324	4	jointresearch	jointresearch	ADJ
afs-72267	1324	5	projects	project	NOUN
afs-72267	1324	6	carried	carry	VERB
afs-72267	1324	7	out	out	ADP
afs-72267	1324	8	by	by	ADP
afs-72267	1324	9	other	other	ADJ
afs-72267	1324	10	institutions	institution	NOUN
afs-72267	1324	11	,	,	PUNCT
afs-72267	1324	12	private	private	ADJ
afs-72267	1324	13	or	or	CCONJ
afs-72267	1324	14	public	public	ADJ
afs-72267	1324	15	,	,	PUNCT
afs-72267	1324	16	have	have	AUX
afs-72267	1324	17	been	be	AUX
afs-72267	1324	18	financed	finance	VERB
afs-72267	1324	19	by	by	ADP
afs-72267	1324	20	the	the	DET
afs-72267	1324	21	ministry	ministry	PROPN
afs-72267	1324	22	since	since	SCONJ
afs-72267	1324	23	1975	1975	NUM
afs-72267	1324	24	.	.	PUNCT
afs-72267	1325	1	the	the	DET
afs-72267	1325	2	expenditures	expenditure	NOUN
afs-72267	1325	3	for	for	ADP
afs-72267	1325	4	these	these	DET
afs-72267	1325	5	projects	project	NOUN
afs-72267	1325	6	have	have	AUX
afs-72267	1325	7	been	be	AUX
afs-72267	1325	8	collected	collect	VERB
afs-72267	1325	9	separately	separately	ADV
afs-72267	1325	10	and	and	CCONJ
afs-72267	1325	11	added	add	VERB
afs-72267	1325	12	to	to	ADP
afs-72267	1325	13	the	the	DET
afs-72267	1325	14	research	research	NOUN
afs-72267	1325	15	input	input	NOUN
afs-72267	1325	16	.	.	PUNCT
afs-72267	1326	1	all	all	DET
afs-72267	1326	2	grants	grant	NOUN
afs-72267	1326	3	awarded	award	VERB
afs-72267	1326	4	to	to	ADP
afs-72267	1326	5	the	the	DET
afs-72267	1326	6	agricultural	agricultural	ADJ
afs-72267	1326	7	development	development	PROPN
afs-72267	1326	8	fund	fund	PROPN
afs-72267	1326	9	,	,	PUNCT
afs-72267	1326	10	which	which	PRON
afs-72267	1326	11	has	have	AUX
afs-72267	1326	12	existed	exist	VERB
afs-72267	1326	13	at	at	ADP
afs-72267	1326	14	the	the	DET
afs-72267	1326	15	board	board	NOUN
afs-72267	1326	16	of	of	ADP
afs-72267	1326	17	agriculture	agriculture	NOUN
afs-72267	1326	18	since	since	SCONJ
afs-72267	1326	19	1975	1975	NUM
afs-72267	1326	20	,	,	PUNCT
afs-72267	1326	21	have	have	AUX
afs-72267	1326	22	also	also	ADV
afs-72267	1326	23	been	be	AUX
afs-72267	1326	24	gathered	gather	VERB
afs-72267	1326	25	and	and	CCONJ
afs-72267	1326	26	added	add	VERB
afs-72267	1326	27	to	to	ADP
afs-72267	1326	28	the	the	DET
afs-72267	1326	29	sum	sum	NOUN
afs-72267	1326	30	.	.	PUNCT
afs-72267	1327	1	moreover	moreover	ADV
afs-72267	1327	2	,	,	PUNCT
afs-72267	1327	3	some	some	DET
afs-72267	1327	4	smaller	small	ADJ
afs-72267	1327	5	issues	issue	NOUN
afs-72267	1327	6	,	,	PUNCT
afs-72267	1327	7	e.g.	e.g.	ADV
afs-72267	1327	8	support	support	NOUN
afs-72267	1327	9	for	for	ADP
afs-72267	1327	10	private	private	ADJ
afs-72267	1327	11	laboratories	laboratory	NOUN
afs-72267	1327	12	,	,	PUNCT
afs-72267	1327	13	export	export	NOUN
afs-72267	1327	14	control	control	NOUN
afs-72267	1327	15	of	of	ADP
afs-72267	1327	16	agricultural	agricultural	ADJ
afs-72267	1327	17	produce	produce	NOUN
afs-72267	1327	18	,	,	PUNCT
afs-72267	1327	19	support	support	NOUN
afs-72267	1327	20	for	for	ADP
afs-72267	1327	21	plant	plant	NOUN
afs-72267	1327	22	breeding	breeding	NOUN
afs-72267	1327	23	and	and	CCONJ
afs-72267	1327	24	special	special	ADJ
afs-72267	1327	25	grants	grant	NOUN
afs-72267	1327	26	,	,	PUNCT
afs-72267	1327	27	have	have	AUX
afs-72267	1327	28	been	be	AUX
afs-72267	1327	29	added	add	VERB
afs-72267	1327	30	to	to	ADP
afs-72267	1327	31	the	the	DET
afs-72267	1327	32	final	final	ADJ
afs-72267	1327	33	sum	sum	NOUN
afs-72267	1327	34	.	.	PUNCT
afs-72267	1328	1	some	some	DET
afs-72267	1328	2	minor	minor	ADJ
afs-72267	1328	3	issues	issue	NOUN
afs-72267	1328	4	may	may	AUX
afs-72267	1328	5	not	not	PART
afs-72267	1328	6	be	be	AUX
afs-72267	1328	7	regarded	regard	VERB
afs-72267	1328	8	as	as	ADP
afs-72267	1328	9	research	research	NOUN
afs-72267	1328	10	in	in	ADP
afs-72267	1328	11	the	the	DET
afs-72267	1328	12	strict	strict	ADJ
afs-72267	1328	13	sense	sense	NOUN
afs-72267	1328	14	,	,	PUNCT
afs-72267	1328	15	which	which	PRON
afs-72267	1328	16	may	may	AUX
afs-72267	1328	17	cause	cause	VERB
afs-72267	1328	18	doubt	doubt	NOUN
afs-72267	1328	19	.	.	PUNCT
afs-72267	1329	1	these	these	DET
afs-72267	1329	2	issues	issue	NOUN
afs-72267	1329	3	are	be	AUX
afs-72267	1329	4	slight	slight	ADJ
afs-72267	1329	5	,	,	PUNCT
afs-72267	1329	6	however	however	ADV
afs-72267	1329	7	,	,	PUNCT
afs-72267	1329	8	and	and	CCONJ
afs-72267	1329	9	are	be	AUX
afs-72267	1329	10	included	include	VERB
afs-72267	1329	11	in	in	ADP
afs-72267	1329	12	order	order	NOUN
afs-72267	1329	13	not	not	PART
afs-72267	1329	14	to	to	PART
afs-72267	1329	15	leave	leave	VERB
afs-72267	1329	16	room	room	NOUN
afs-72267	1329	17	for	for	ADP
afs-72267	1329	18	the	the	DET
afs-72267	1329	19	accusation	accusation	NOUN
afs-72267	1329	20	of	of	ADP
afs-72267	1329	21	having	having	AUX
afs-72267	1329	22	undervalued	undervalue	VERB
afs-72267	1329	23	the	the	DET
afs-72267	1329	24	allocations	allocation	NOUN
afs-72267	1329	25	for	for	ADP
afs-72267	1329	26	agricultural	agricultural	ADJ
afs-72267	1329	27	research	research	NOUN
afs-72267	1329	28	.	.	PUNCT
afs-72267	1330	1	4.7.2	4.7.2	X
afs-72267	1330	2	.	.	PUNCT
afs-72267	1331	1	the	the	DET
afs-72267	1331	2	university	university	PROPN
afs-72267	1331	3	of	of	ADP
afs-72267	1331	4	helsinki	helsinki	PROPN
afs-72267	1331	5	and	and	CCONJ
afs-72267	1331	6	the	the	DET
afs-72267	1331	7	college	college	NOUN
afs-72267	1331	8	of	of	ADP
afs-72267	1331	9	veterinary	veterinary	ADJ
afs-72267	1331	10	medicine	medicine	NOUN
afs-72267	1331	11	a	a	DET
afs-72267	1331	12	considerable	considerable	ADJ
afs-72267	1331	13	part	part	NOUN
afs-72267	1331	14	of	of	ADP
afs-72267	1331	15	agricultural	agricultural	ADJ
afs-72267	1331	16	research	research	NOUN
afs-72267	1331	17	and	and	CCONJ
afs-72267	1331	18	education	education	NOUN
afs-72267	1331	19	is	be	AUX
afs-72267	1331	20	carried	carry	VERB
afs-72267	1331	21	on	on	ADP
afs-72267	1331	22	at	at	ADP
afs-72267	1331	23	the	the	DET
afs-72267	1331	24	faculty	faculty	NOUN
afs-72267	1331	25	of	of	ADP
afs-72267	1331	26	agriculture	agriculture	NOUN
afs-72267	1331	27	and	and	CCONJ
afs-72267	1331	28	forestry	forestry	NOUN
afs-72267	1331	29	of	of	ADP
afs-72267	1331	30	the	the	DET
afs-72267	1331	31	university	university	PROPN
afs-72267	1331	32	of	of	ADP
afs-72267	1331	33	helsinki	helsinki	PROPN
afs-72267	1331	34	.	.	PUNCT
afs-72267	1332	1	about	about	ADP
afs-72267	1332	2	an	an	DET
afs-72267	1332	3	equal	equal	ADJ
afs-72267	1332	4	amount	amount	NOUN
afs-72267	1332	5	of	of	ADP
afs-72267	1332	6	money	money	NOUN
afs-72267	1332	7	is	be	AUX
afs-72267	1332	8	granted	grant	VERB
afs-72267	1332	9	to	to	ADP
afs-72267	1332	10	the	the	DET
afs-72267	1332	11	college	college	NOUN
afs-72267	1332	12	of	of	ADP
afs-72267	1332	13	veterinary	veterinary	ADJ
afs-72267	1332	14	medicine	medicine	NOUN
afs-72267	1332	15	.	.	PUNCT
afs-72267	1333	1	according	accord	VERB
afs-72267	1333	2	to	to	ADP
afs-72267	1333	3	the	the	DET
afs-72267	1333	4	estimate	estimate	NOUN
afs-72267	1333	5	in	in	ADP
afs-72267	1333	6	this	this	DET
afs-72267	1333	7	study	study	NOUN
afs-72267	1333	8	,	,	PUNCT
afs-72267	1333	9	the	the	DET
afs-72267	1333	10	part	part	NOUN
afs-72267	1333	11	of	of	ADP
afs-72267	1333	12	agriculture	agriculture	NOUN
afs-72267	1333	13	of	of	ADP
afs-72267	1333	14	the	the	DET
afs-72267	1333	15	total	total	ADJ
afs-72267	1333	16	funds	fund	NOUN
afs-72267	1333	17	for	for	ADP
afs-72267	1333	18	the	the	DET
afs-72267	1333	19	university	university	NOUN
afs-72267	1333	20	were	be	AUX
afs-72267	1333	21	about	about	ADP
afs-72267	1333	22	fim	fim	INTJ
afs-72267	1333	23	1	1	NUM
afs-72267	1333	24	million	million	NUM
afs-72267	1333	25	in	in	ADP
afs-72267	1333	26	1960	1960	NUM
afs-72267	1333	27	and	and	CCONJ
afs-72267	1333	28	about	about	ADP
afs-72267	1333	29	fim	fim	INTJ
afs-72267	1333	30	20	20	NUM
afs-72267	1333	31	million	million	NUM
afs-72267	1333	32	in	in	ADP
afs-72267	1333	33	1984	1984	NUM
afs-72267	1333	34	.	.	PUNCT
afs-72267	1334	1	these	these	DET
afs-72267	1334	2	figures	figure	NOUN
afs-72267	1334	3	include	include	VERB
afs-72267	1334	4	no	no	DET
afs-72267	1334	5	other	other	ADJ
afs-72267	1334	6	scientific	scientific	ADJ
afs-72267	1334	7	discipline	discipline	NOUN
afs-72267	1334	8	at	at	ADP
afs-72267	1334	9	the	the	DET
afs-72267	1334	10	faculty	faculty	NOUN
afs-72267	1334	11	(	(	PUNCT
afs-72267	1334	12	forestry	forestry	NOUN
afs-72267	1334	13	,	,	PUNCT
afs-72267	1334	14	food	food	NOUN
afs-72267	1334	15	,	,	PUNCT
afs-72267	1334	16	environmental	environmental	ADJ
afs-72267	1334	17	sciences	sciences	PROPN
afs-72267	1334	18	etc	etc	X
afs-72267	1334	19	.	.	PUNCT
afs-72267	1334	20	)	)	PUNCT
afs-72267	1334	21	.	.	PUNCT
afs-72267	1335	1	the	the	DET
afs-72267	1335	2	total	total	ADJ
afs-72267	1335	3	funds	fund	NOUN
afs-72267	1335	4	for	for	ADP
afs-72267	1335	5	the	the	DET
afs-72267	1335	6	college	college	NOUN
afs-72267	1335	7	of	of	ADP
afs-72267	1335	8	veterinary	veterinary	ADJ
afs-72267	1335	9	medicine	medicine	NOUN
afs-72267	1335	10	were	be	AUX
afs-72267	1335	11	fim	fim	INTJ
afs-72267	1335	12	1.3	1.3	NUM
afs-72267	1335	13	million	million	NUM
afs-72267	1335	14	and	and	CCONJ
afs-72267	1335	15	fim	fim	VERB
afs-72267	1335	16	24	24	NUM
afs-72267	1335	17	million	million	NUM
afs-72267	1335	18	in	in	ADP
afs-72267	1335	19	the	the	DET
afs-72267	1335	20	same	same	ADJ
afs-72267	1335	21	years	year	NOUN
afs-72267	1335	22	.	.	PUNCT
afs-72267	1336	1	collecting	collect	VERB
afs-72267	1336	2	information	information	NOUN
afs-72267	1336	3	about	about	ADP
afs-72267	1336	4	the	the	DET
afs-72267	1336	5	funds	fund	NOUN
afs-72267	1336	6	spent	spend	VERB
afs-72267	1336	7	on	on	ADP
afs-72267	1336	8	agricultural	agricultural	ADJ
afs-72267	1336	9	sciences	science	NOUN
afs-72267	1336	10	in	in	ADP
afs-72267	1336	11	relation	relation	NOUN
afs-72267	1336	12	to	to	ADP
afs-72267	1336	13	the	the	DET
afs-72267	1336	14	whole	whole	ADJ
afs-72267	1336	15	budget	budget	NOUN
afs-72267	1336	16	of	of	ADP
afs-72267	1336	17	the	the	DET
afs-72267	1336	18	faculty	faculty	NOUN
afs-72267	1336	19	of	of	ADP
afs-72267	1336	20	agriculture	agriculture	NOUN
afs-72267	1336	21	and	and	CCONJ
afs-72267	1336	22	forestry	forestry	NOUN
afs-72267	1336	23	proved	prove	VERB
afs-72267	1336	24	to	to	PART
afs-72267	1336	25	be	be	AUX
afs-72267	1336	26	very	very	ADV
afs-72267	1336	27	difficult	difficult	ADJ
afs-72267	1336	28	.	.	PUNCT
afs-72267	1337	1	the	the	DET
afs-72267	1337	2	largest	large	ADJ
afs-72267	1337	3	share	share	NOUN
afs-72267	1337	4	of	of	ADP
afs-72267	1337	5	the	the	DET
afs-72267	1337	6	expenditures	expenditure	NOUN
afs-72267	1337	7	are	be	AUX
afs-72267	1337	8	,	,	PUNCT
afs-72267	1337	9	however	however	ADV
afs-72267	1337	10	,	,	PUNCT
afs-72267	1337	11	wages	wage	NOUN
afs-72267	1337	12	and	and	CCONJ
afs-72267	1337	13	salaries	salary	NOUN
afs-72267	1337	14	.	.	PUNCT
afs-72267	1338	1	the	the	DET
afs-72267	1338	2	following	follow	VERB
afs-72267	1338	3	simplification	simplification	NOUN
afs-72267	1338	4	was	be	AUX
afs-72267	1338	5	made	make	VERB
afs-72267	1338	6	to	to	PART
afs-72267	1338	7	calculate	calculate	VERB
afs-72267	1338	8	the	the	DET
afs-72267	1338	9	share	share	NOUN
afs-72267	1338	10	of	of	ADP
afs-72267	1338	11	the	the	DET
afs-72267	1338	12	agricultural	agricultural	ADJ
afs-72267	1338	13	sciences	science	NOUN
afs-72267	1338	14	.	.	PUNCT
afs-72267	1339	1	it	it	PRON
afs-72267	1339	2	was	be	AUX
afs-72267	1339	3	assumed	assume	VERB
afs-72267	1339	4	that	that	SCONJ
afs-72267	1339	5	the	the	DET
afs-72267	1339	6	number	number	NOUN
afs-72267	1339	7	of	of	ADP
afs-72267	1339	8	agricultural	agricultural	ADJ
afs-72267	1339	9	professors	professor	NOUN
afs-72267	1339	10	and	and	CCONJ
afs-72267	1339	11	assistants	assistant	NOUN
afs-72267	1339	12	in	in	ADP
afs-72267	1339	13	relation	relation	NOUN
afs-72267	1339	14	to	to	ADP
afs-72267	1339	15	the	the	DET
afs-72267	1339	16	total	total	ADJ
afs-72267	1339	17	number	number	NOUN
afs-72267	1339	18	of	of	ADP
afs-72267	1339	19	professors	professor	NOUN
afs-72267	1339	20	and	and	CCONJ
afs-72267	1339	21	assistants	assistant	NOUN
afs-72267	1339	22	in	in	ADP
afs-72267	1339	23	the	the	DET
afs-72267	1339	24	university	university	NOUN
afs-72267	1339	25	rather	rather	ADV
afs-72267	1339	26	satisfactorily	satisfactorily	ADV
afs-72267	1339	27	indicates	indicate	VERB
afs-72267	1339	28	the	the	DET
afs-72267	1339	29	extent	extent	NOUN
afs-72267	1339	30	of	of	ADP
afs-72267	1339	31	resources	resource	NOUN
afs-72267	1339	32	spent	spend	VERB
afs-72267	1339	33	on	on	ADP
afs-72267	1339	34	agriculture	agriculture	NOUN
afs-72267	1339	35	out	out	ADP
afs-72267	1339	36	of	of	ADP
afs-72267	1339	37	all	all	DET
afs-72267	1339	38	grants	grant	NOUN
afs-72267	1339	39	to	to	ADP
afs-72267	1339	40	the	the	DET
afs-72267	1339	41	university	university	PROPN
afs-72267	1339	42	of	of	ADP
afs-72267	1339	43	helsinki	helsinki	PROPN
afs-72267	1339	44	.	.	PUNCT
afs-72267	1340	1	this	this	DET
afs-72267	1340	2	assumption	assumption	NOUN
afs-72267	1340	3	includes	include	VERB
afs-72267	1340	4	the	the	DET
afs-72267	1340	5	share	share	NOUN
afs-72267	1340	6	of	of	ADP
afs-72267	1340	7	administration	administration	NOUN
afs-72267	1340	8	expenses	expense	NOUN
afs-72267	1340	9	in	in	ADP
afs-72267	1340	10	the	the	DET
afs-72267	1340	11	agricultural	agricultural	ADJ
afs-72267	1340	12	sciences	science	NOUN
afs-72267	1340	13	as	as	ADV
afs-72267	1340	14	well	well	ADV
afs-72267	1340	15	.	.	PUNCT
afs-72267	1341	1	alternatively	alternatively	ADV
afs-72267	1341	2	,	,	PUNCT
afs-72267	1341	3	the	the	DET
afs-72267	1341	4	number	number	NOUN
afs-72267	1341	5	of	of	ADP
afs-72267	1341	6	teachers	teacher	NOUN
afs-72267	1341	7	could	could	AUX
afs-72267	1341	8	have	have	AUX
afs-72267	1341	9	been	be	AUX
afs-72267	1341	10	included	include	VERB
afs-72267	1341	11	.	.	PUNCT
afs-72267	1342	1	however	however	ADV
afs-72267	1342	2	,	,	PUNCT
afs-72267	1342	3	since	since	SCONJ
afs-72267	1342	4	the	the	DET
afs-72267	1342	5	number	number	NOUN
afs-72267	1342	6	of	of	ADP
afs-72267	1342	7	visiting	visit	VERB
afs-72267	1342	8	lecturers	lecturer	NOUN
afs-72267	1342	9	was	be	AUX
afs-72267	1342	10	very	very	ADV
afs-72267	1342	11	high	high	ADJ
afs-72267	1342	12	in	in	ADP
afs-72267	1342	13	the	the	DET
afs-72267	1342	14	early	early	ADJ
afs-72267	1342	15	19505	19505	NUM
afs-72267	1342	16	,	,	PUNCT
afs-72267	1342	17	it	it	PRON
afs-72267	1342	18	would	would	AUX
afs-72267	1342	19	have	have	AUX
afs-72267	1342	20	led	lead	VERB
afs-72267	1342	21	to	to	ADP
afs-72267	1342	22	an	an	DET
afs-72267	1342	23	incorrect	incorrect	ADJ
afs-72267	1342	24	assessment	assessment	NOUN
afs-72267	1342	25	of	of	ADP
afs-72267	1342	26	the	the	DET
afs-72267	1342	27	development	development	NOUN
afs-72267	1342	28	of	of	ADP
afs-72267	1342	29	funds	fund	NOUN
afs-72267	1342	30	for	for	ADP
afs-72267	1342	31	agricultural	agricultural	ADJ
afs-72267	1342	32	research	research	NOUN
afs-72267	1342	33	and	and	CCONJ
afs-72267	1342	34	education	education	NOUN
afs-72267	1342	35	.	.	PUNCT
afs-72267	1343	1	on	on	ADP
afs-72267	1343	2	the	the	DET
afs-72267	1343	3	whole	whole	NOUN
afs-72267	1343	4	,	,	PUNCT
afs-72267	1343	5	the	the	DET
afs-72267	1343	6	size	size	NOUN
afs-72267	1343	7	of	of	ADP
afs-72267	1343	8	the	the	DET
afs-72267	1343	9	margin	margin	NOUN
afs-72267	1343	10	of	of	ADP
afs-72267	1343	11	302	302	NUM
afs-72267	1343	12	error	error	NOUN
afs-72267	1343	13	involved	involve	VERB
afs-72267	1343	14	in	in	ADP
afs-72267	1343	15	this	this	DET
afs-72267	1343	16	method	method	NOUN
afs-72267	1343	17	for	for	ADP
afs-72267	1343	18	valuing	value	VERB
afs-72267	1343	19	university	university	NOUN
afs-72267	1343	20	expenditures	expenditure	NOUN
afs-72267	1343	21	for	for	ADP
afs-72267	1343	22	agriculture	agriculture	NOUN
afs-72267	1343	23	is	be	AUX
afs-72267	1343	24	not	not	PART
afs-72267	1343	25	known	know	VERB
afs-72267	1343	26	.	.	PUNCT
afs-72267	1344	1	it	it	PRON
afs-72267	1344	2	is	be	AUX
afs-72267	1344	3	noteworthy	noteworthy	ADJ
afs-72267	1344	4	that	that	SCONJ
afs-72267	1344	5	the	the	DET
afs-72267	1344	6	figure	figure	NOUN
afs-72267	1344	7	obtained	obtain	VERB
afs-72267	1344	8	for	for	ADP
afs-72267	1344	9	1984	1984	NUM
afs-72267	1344	10	(	(	PUNCT
afs-72267	1344	11	fim	fim	PROPN
afs-72267	1344	12	20	20	NUM
afs-72267	1344	13	million	million	NUM
afs-72267	1344	14	)	)	PUNCT
afs-72267	1344	15	for	for	ADP
afs-72267	1344	16	agricultural	agricultural	ADJ
afs-72267	1344	17	research	research	NOUN
afs-72267	1344	18	and	and	CCONJ
afs-72267	1344	19	education	education	NOUN
afs-72267	1344	20	is	be	AUX
afs-72267	1344	21	the	the	DET
afs-72267	1344	22	same	same	ADJ
afs-72267	1344	23	as	as	ADP
afs-72267	1344	24	the	the	DET
afs-72267	1344	25	figure	figure	NOUN
afs-72267	1344	26	reported	report	VERB
afs-72267	1344	27	by	by	ADP
afs-72267	1344	28	the	the	DET
afs-72267	1344	29	central	central	ADJ
afs-72267	1344	30	statistical	statistical	ADJ
afs-72267	1344	31	office	office	NOUN
afs-72267	1344	32	of	of	ADP
afs-72267	1344	33	finland	finland	PROPN
afs-72267	1344	34	for	for	ADP
afs-72267	1344	35	all	all	DET
afs-72267	1344	36	research	research	NOUN
afs-72267	1344	37	activity	activity	NOUN
afs-72267	1344	38	in	in	ADP
afs-72267	1344	39	the	the	DET
afs-72267	1344	40	whole	whole	ADJ
afs-72267	1344	41	faculty	faculty	NOUN
afs-72267	1344	42	,	,	PUNCT
afs-72267	1344	43	i.e.	i.e.	X
afs-72267	1344	44	including	include	VERB
afs-72267	1344	45	forestry	forestry	NOUN
afs-72267	1344	46	,	,	PUNCT
afs-72267	1344	47	food	food	NOUN
afs-72267	1344	48	and	and	CCONJ
afs-72267	1344	49	environmental	environmental	ADJ
afs-72267	1344	50	sciences	science	NOUN
afs-72267	1344	51	,	,	PUNCT
afs-72267	1344	52	without	without	ADP
afs-72267	1344	53	education	education	NOUN
afs-72267	1344	54	and	and	CCONJ
afs-72267	1344	55	administration	administration	NOUN
afs-72267	1344	56	.	.	PUNCT
afs-72267	1345	1	according	accord	VERB
afs-72267	1345	2	to	to	ADP
afs-72267	1345	3	the	the	DET
afs-72267	1345	4	above	above	ADJ
afs-72267	1345	5	calculation	calculation	NOUN
afs-72267	1345	6	method	method	NOUN
afs-72267	1345	7	for	for	ADP
afs-72267	1345	8	university	university	NOUN
afs-72267	1345	9	expenses	expense	NOUN
afs-72267	1345	10	,	,	PUNCT
afs-72267	1345	11	the	the	DET
afs-72267	1345	12	college	college	NOUN
afs-72267	1345	13	of	of	ADP
afs-72267	1345	14	veterinary	veterinary	ADJ
afs-72267	1345	15	medicine	medicine	NOUN
afs-72267	1345	16	and	and	CCONJ
afs-72267	1345	17	the	the	DET
afs-72267	1345	18	faculty	faculty	NOUN
afs-72267	1345	19	of	of	ADP
afs-72267	1345	20	agriculture	agriculture	NOUN
afs-72267	1345	21	and	and	CCONJ
afs-72267	1345	22	forestry	forestry	NOUN
afs-72267	1345	23	represent	represent	VERB
afs-72267	1345	24	the	the	DET
afs-72267	1345	25	largest	large	ADJ
afs-72267	1345	26	share	share	NOUN
afs-72267	1345	27	of	of	ADP
afs-72267	1345	28	research	research	NOUN
afs-72267	1345	29	input	input	NOUN
afs-72267	1345	30	after	after	ADP
afs-72267	1345	31	the	the	DET
afs-72267	1345	32	agricultural	agricultural	ADJ
afs-72267	1345	33	research	research	NOUN
afs-72267	1345	34	centre	centre	NOUN
afs-72267	1345	35	.	.	PUNCT
afs-72267	1346	1	these	these	DET
afs-72267	1346	2	three	three	NUM
afs-72267	1346	3	institutions	institution	NOUN
afs-72267	1346	4	taken	take	VERB
afs-72267	1346	5	together	together	ADV
afs-72267	1346	6	stand	stand	VERB
afs-72267	1346	7	for	for	ADP
afs-72267	1346	8	the	the	DET
afs-72267	1346	9	absolute	absolute	ADJ
afs-72267	1346	10	major	major	ADJ
afs-72267	1346	11	share	share	NOUN
afs-72267	1346	12	of	of	ADP
afs-72267	1346	13	research	research	NOUN
afs-72267	1346	14	input	input	NOUN
afs-72267	1346	15	in	in	ADP
afs-72267	1346	16	agriculture	agriculture	NOUN
afs-72267	1346	17	.	.	PUNCT
afs-72267	1347	1	4.7.3	4.7.3	X
afs-72267	1347	2	.	.	PUNCT
afs-72267	1348	1	the	the	DET
afs-72267	1348	2	academy	academy	PROPN
afs-72267	1348	3	offinland	offinland	NOUN
afs-72267	1348	4	the	the	DET
afs-72267	1348	5	academy	academy	PROPN
afs-72267	1348	6	of	of	ADP
afs-72267	1348	7	finland	finland	PROPN
afs-72267	1348	8	consists	consist	VERB
afs-72267	1348	9	of	of	ADP
afs-72267	1348	10	seven	seven	NUM
afs-72267	1348	11	research	research	NOUN
afs-72267	1348	12	councils	council	NOUN
afs-72267	1348	13	including	include	VERB
afs-72267	1348	14	the	the	DET
afs-72267	1348	15	research	research	NOUN
afs-72267	1348	16	council	council	NOUN
afs-72267	1348	17	for	for	ADP
afs-72267	1348	18	agriculture	agriculture	NOUN
afs-72267	1348	19	and	and	CCONJ
afs-72267	1348	20	forestry	forestry	NOUN
afs-72267	1348	21	.	.	PUNCT
afs-72267	1349	1	furthermore	furthermore	ADV
afs-72267	1349	2	,	,	PUNCT
afs-72267	1349	3	there	there	PRON
afs-72267	1349	4	is	be	VERB
afs-72267	1349	5	one	one	NUM
afs-72267	1349	6	central	central	ADJ
afs-72267	1349	7	committee	committee	NOUN
afs-72267	1349	8	for	for	ADP
afs-72267	1349	9	the	the	DET
afs-72267	1349	10	research	research	NOUN
afs-72267	1349	11	councils	council	NOUN
afs-72267	1349	12	and	and	CCONJ
afs-72267	1349	13	an	an	DET
afs-72267	1349	14	administration	administration	NOUN
afs-72267	1349	15	office	office	NOUN
afs-72267	1349	16	.	.	PUNCT
afs-72267	1350	1	before	before	ADP
afs-72267	1350	2	1961	1961	NUM
afs-72267	1350	3	there	there	PRON
afs-72267	1350	4	were	be	VERB
afs-72267	1350	5	only	only	ADV
afs-72267	1350	6	two	two	NUM
afs-72267	1350	7	research	research	NOUN
afs-72267	1350	8	councils	council	NOUN
afs-72267	1350	9	:	:	PUNCT
afs-72267	1350	10	one	one	NUM
afs-72267	1350	11	for	for	ADP
afs-72267	1350	12	natural	natural	ADJ
afs-72267	1350	13	sciences	science	NOUN
afs-72267	1350	14	and	and	CCONJ
afs-72267	1350	15	one	one	NUM
afs-72267	1350	16	for	for	ADP
afs-72267	1350	17	the	the	DET
afs-72267	1350	18	humanities	humanity	NOUN
afs-72267	1350	19	.	.	PUNCT
afs-72267	1351	1	the	the	DET
afs-72267	1351	2	distribution	distribution	NOUN
afs-72267	1351	3	of	of	ADP
afs-72267	1351	4	resources	resource	NOUN
afs-72267	1351	5	between	between	ADP
afs-72267	1351	6	different	different	ADJ
afs-72267	1351	7	research	research	NOUN
afs-72267	1351	8	councils	council	NOUN
afs-72267	1351	9	at	at	ADP
afs-72267	1351	10	the	the	DET
afs-72267	1351	11	academy	academy	NOUN
afs-72267	1351	12	,	,	PUNCT
afs-72267	1351	13	including	include	VERB
afs-72267	1351	14	the	the	DET
afs-72267	1351	15	agricultural	agricultural	ADJ
afs-72267	1351	16	and	and	CCONJ
afs-72267	1351	17	forestry	forestry	NOUN
afs-72267	1351	18	sciences	science	NOUN
afs-72267	1351	19	,	,	PUNCT
afs-72267	1351	20	are	be	AUX
afs-72267	1351	21	available	available	ADJ
afs-72267	1351	22	for	for	ADP
afs-72267	1351	23	1975—1984	1975—1984	NUM
afs-72267	1351	24	and	and	CCONJ
afs-72267	1351	25	for	for	ADP
afs-72267	1351	26	1964—1969	1964—1969	NUM
afs-72267	1351	27	.	.	PUNCT
afs-72267	1352	1	the	the	DET
afs-72267	1352	2	figures	figure	NOUN
afs-72267	1352	3	for	for	ADP
afs-72267	1352	4	the	the	DET
afs-72267	1352	5	period	period	NOUN
afs-72267	1352	6	1970—1974	1970—1974	NUM
afs-72267	1352	7	have	have	AUX
afs-72267	1352	8	been	be	AUX
afs-72267	1352	9	valued	value	VERB
afs-72267	1352	10	on	on	ADP
afs-72267	1352	11	the	the	DET
afs-72267	1352	12	basis	basis	NOUN
afs-72267	1352	13	of	of	ADP
afs-72267	1352	14	the	the	DET
afs-72267	1352	15	information	information	NOUN
afs-72267	1352	16	available	available	ADJ
afs-72267	1352	17	on	on	ADP
afs-72267	1352	18	all	all	DET
afs-72267	1352	19	resources	resource	NOUN
afs-72267	1352	20	granted	grant	VERB
afs-72267	1352	21	for	for	ADP
afs-72267	1352	22	research	research	NOUN
afs-72267	1352	23	and	and	CCONJ
afs-72267	1352	24	researcher	researcher	NOUN
afs-72267	1352	25	training	training	NOUN
afs-72267	1352	26	purposes	purpose	NOUN
afs-72267	1352	27	and	and	CCONJ
afs-72267	1352	28	the	the	DET
afs-72267	1352	29	percentage	percentage	NOUN
afs-72267	1352	30	distribution	distribution	NOUN
afs-72267	1352	31	of	of	ADP
afs-72267	1352	32	research	research	NOUN
afs-72267	1352	33	grants	grant	NOUN
afs-72267	1352	34	(	(	PUNCT
afs-72267	1352	35	see	see	VERB
afs-72267	1352	36	the	the	DET
afs-72267	1352	37	annual	annual	ADJ
afs-72267	1352	38	reports	report	NOUN
afs-72267	1352	39	of	of	ADP
afs-72267	1352	40	the	the	DET
afs-72267	1352	41	research	research	NOUN
afs-72267	1352	42	councils	council	NOUN
afs-72267	1352	43	in	in	ADP
afs-72267	1352	44	valtion	valtion	NOUN
afs-72267	1352	45	tieteelliset	tieteelliset	VERB
afs-72267	1352	46	toimikunnat	toimikunnat	PROPN
afs-72267	1352	47	1961—1969	1961—1969	NOUN
afs-72267	1352	48	,	,	PUNCT
afs-72267	1352	49	tieteen	tieteen	PROPN
afs-72267	1352	50	keskustoimikunta	keskustoimikunta	PROPN
afs-72267	1352	51	ja	ja	PROPN
afs-72267	1352	52	tieteelliset	tieteelliset	VERB
afs-72267	1352	53	toimikunnat	toimikunnat	PROPN
afs-72267	1352	54	1970—1974	1970—1974	NUM
afs-72267	1352	55	,	,	PUNCT
afs-72267	1352	56	kertomus	kertomus	NOUN
afs-72267	1352	57	suomen	suomen	PROPN
afs-72267	1352	58	akatemian	akatemian	PROPN
afs-72267	1352	59	toiminnasta	toiminnasta	PROPN
afs-72267	1352	60	1975—1983	1975—1983	NUM
afs-72267	1352	61	)	)	PUNCT
afs-72267	1352	62	.	.	PUNCT
afs-72267	1353	1	the	the	DET
afs-72267	1353	2	expenditures	expenditure	NOUN
afs-72267	1353	3	for	for	ADP
afs-72267	1353	4	the	the	DET
afs-72267	1353	5	central	central	ADJ
afs-72267	1353	6	committee	committee	NOUN
afs-72267	1353	7	for	for	ADP
afs-72267	1353	8	the	the	DET
afs-72267	1353	9	research	research	NOUN
afs-72267	1353	10	councils	council	NOUN
afs-72267	1353	11	and	and	CCONJ
afs-72267	1353	12	administration	administration	NOUN
afs-72267	1353	13	have	have	AUX
afs-72267	1353	14	not	not	PART
afs-72267	1353	15	been	be	AUX
afs-72267	1353	16	included	include	VERB
afs-72267	1353	17	because	because	SCONJ
afs-72267	1353	18	of	of	ADP
afs-72267	1353	19	the	the	DET
afs-72267	1353	20	lack	lack	NOUN
afs-72267	1353	21	of	of	ADP
afs-72267	1353	22	more	more	ADV
afs-72267	1353	23	detailed	detailed	ADJ
afs-72267	1353	24	information	information	NOUN
afs-72267	1353	25	over	over	ADP
afs-72267	1353	26	time	time	NOUN
afs-72267	1353	27	and	and	CCONJ
afs-72267	1353	28	the	the	DET
afs-72267	1353	29	small	small	ADJ
afs-72267	1353	30	share	share	NOUN
afs-72267	1353	31	of	of	ADP
afs-72267	1353	32	total	total	ADJ
afs-72267	1353	33	expenses	expense	NOUN
afs-72267	1353	34	(	(	PUNCT
afs-72267	1353	35	about	about	ADV
afs-72267	1353	36	10	10	NUM
afs-72267	1353	37	%	%	NOUN
afs-72267	1353	38	or	or	CCONJ
afs-72267	1353	39	less	less	ADJ
afs-72267	1353	40	)	)	PUNCT
afs-72267	1353	41	.	.	PUNCT
afs-72267	1354	1	the	the	DET
afs-72267	1354	2	share	share	NOUN
afs-72267	1354	3	of	of	ADP
afs-72267	1354	4	the	the	DET
afs-72267	1354	5	agricultural	agricultural	ADJ
afs-72267	1354	6	sciences	science	NOUN
afs-72267	1354	7	out	out	ADP
afs-72267	1354	8	of	of	ADP
afs-72267	1354	9	all	all	DET
afs-72267	1354	10	expenditures	expenditure	NOUN
afs-72267	1354	11	granted	grant	VERB
afs-72267	1354	12	by	by	ADP
afs-72267	1354	13	the	the	DET
afs-72267	1354	14	research	research	NOUN
afs-72267	1354	15	council	council	PROPN
afs-72267	1354	16	for	for	ADP
afs-72267	1354	17	agriculture	agriculture	NOUN
afs-72267	1354	18	and	and	CCONJ
afs-72267	1354	19	forestry	forestry	NOUN
afs-72267	1354	20	is	be	AUX
afs-72267	1354	21	not	not	PART
afs-72267	1354	22	given	give	VERB
afs-72267	1354	23	in	in	ADP
afs-72267	1354	24	the	the	DET
afs-72267	1354	25	annual	annual	ADJ
afs-72267	1354	26	reports	report	NOUN
afs-72267	1354	27	before	before	ADP
afs-72267	1354	28	1977	1977	NUM
afs-72267	1354	29	.	.	PUNCT
afs-72267	1355	1	during	during	ADP
afs-72267	1355	2	1977—1984	1977—1984	NUM
afs-72267	1355	3	the	the	DET
afs-72267	1355	4	share	share	NOUN
afs-72267	1355	5	of	of	ADP
afs-72267	1355	6	agricultural	agricultural	ADJ
afs-72267	1355	7	sciences	science	NOUN
afs-72267	1355	8	of	of	ADP
afs-72267	1355	9	these	these	DET
afs-72267	1355	10	resources	resource	NOUN
afs-72267	1355	11	rose	rise	VERB
afs-72267	1355	12	from	from	ADP
afs-72267	1355	13	29.9	29.9	NUM
afs-72267	1355	14	%	%	NOUN
afs-72267	1355	15	to	to	ADP
afs-72267	1355	16	44.8	44.8	NUM
afs-72267	1355	17	%	%	NOUN
afs-72267	1355	18	;	;	PUNCT
afs-72267	1355	19	see	see	VERB
afs-72267	1355	20	table	table	NOUN
afs-72267	1355	21	9	9	NUM
afs-72267	1355	22	:	:	PUNCT
afs-72267	1355	23	table	table	NOUN
afs-72267	1355	24	9	9	NUM
afs-72267	1355	25	.	.	PUNCT
afs-72267	1356	1	the	the	DET
afs-72267	1356	2	share	share	NOUN
afs-72267	1356	3	of	of	ADP
afs-72267	1356	4	agricultural	agricultural	ADJ
afs-72267	1356	5	sciences	science	NOUN
afs-72267	1356	6	of	of	ADP
afs-72267	1356	7	all	all	DET
afs-72267	1356	8	funds	fund	NOUN
afs-72267	1356	9	granted	grant	VERB
afs-72267	1356	10	by	by	ADP
afs-72267	1356	11	the	the	DET
afs-72267	1356	12	research	research	NOUN
afs-72267	1356	13	council	council	PROPN
afs-72267	1356	14	for	for	ADP
afs-72267	1356	15	agriculture	agriculture	NOUN
afs-72267	1356	16	and	and	CCONJ
afs-72267	1356	17	forestry	forestry	NOUN
afs-72267	1356	18	in	in	ADP
afs-72267	1356	19	1977—1984	1977—1984	NUM
afs-72267	1356	20	.	.	PUNCT
afs-72267	1357	1	percentageyear	percentageyear	VERB
afs-72267	1357	2	29.91977	29.91977	NUM
afs-72267	1357	3	29.61978	29.61978	NUM
afs-72267	1357	4	33.11979	33.11979	NUM
afs-72267	1357	5	38.81980	38.81980	NUM
afs-72267	1357	6	30.21981	30.21981	NUM
afs-72267	1357	7	34.51982	34.51982	NUM
afs-72267	1357	8	36.71983	36.71983	NUM
afs-72267	1357	9	1984	1984	NUM
afs-72267	1357	10	44.8	44.8	NUM
afs-72267	1357	11	the	the	DET
afs-72267	1357	12	arithmetic	arithmetic	ADJ
afs-72267	1357	13	average	average	NOUN
afs-72267	1357	14	during	during	ADP
afs-72267	1357	15	these	these	DET
afs-72267	1357	16	years	year	NOUN
afs-72267	1357	17	was	be	AUX
afs-72267	1357	18	34.7	34.7	NUM
afs-72267	1357	19	%	%	NOUN
afs-72267	1357	20	,	,	PUNCT
afs-72267	1357	21	or	or	CCONJ
afs-72267	1357	22	roughly	roughly	ADV
afs-72267	1357	23	one	one	NUM
afs-72267	1357	24	-	-	PUNCT
afs-72267	1357	25	third	third	NOUN
afs-72267	1357	26	.	.	PUNCT
afs-72267	1358	1	the	the	DET
afs-72267	1358	2	simple	simple	ADJ
afs-72267	1358	3	assumption	assumption	NOUN
afs-72267	1358	4	that	that	SCONJ
afs-72267	1358	5	the	the	DET
afs-72267	1358	6	agricultural	agricultural	ADJ
afs-72267	1358	7	sciences	science	NOUN
afs-72267	1358	8	have	have	AUX
afs-72267	1358	9	received	receive	VERB
afs-72267	1358	10	one	one	NUM
afs-72267	1358	11	-	-	PUNCT
afs-72267	1358	12	third	third	NOUN
afs-72267	1358	13	of	of	ADP
afs-72267	1358	14	all	all	DET
afs-72267	1358	15	funds	fund	NOUN
afs-72267	1358	16	for	for	ADP
afs-72267	1358	17	the	the	DET
afs-72267	1358	18	agricultural	agricultural	ADJ
afs-72267	1358	19	and	and	CCONJ
afs-72267	1358	20	forestry	forestry	NOUN
afs-72267	1358	21	sciences	science	NOUN
afs-72267	1358	22	also	also	ADV
afs-72267	1358	23	during	during	ADP
afs-72267	1358	24	the	the	DET
afs-72267	1358	25	period	period	NOUN
afs-72267	1358	26	of	of	ADP
afs-72267	1358	27	1961—1976	1961—1976	NUM
afs-72267	1358	28	is	be	AUX
afs-72267	1358	29	therefore	therefore	ADV
afs-72267	1358	30	made	make	VERB
afs-72267	1358	31	.	.	PUNCT
afs-72267	1359	1	in	in	ADP
afs-72267	1359	2	current	current	ADJ
afs-72267	1359	3	value	value	NOUN
afs-72267	1359	4	,	,	PUNCT
afs-72267	1359	5	the	the	DET
afs-72267	1359	6	funds	fund	NOUN
afs-72267	1359	7	amounted	amount	VERB
afs-72267	1359	8	to	to	PART
afs-72267	1359	9	fim	fim	VERB
afs-72267	1359	10	3.5	3.5	NUM
afs-72267	1359	11	million	million	NUM
afs-72267	1359	12	in	in	ADP
afs-72267	1359	13	1983	1983	NUM
afs-72267	1359	14	and	and	CCONJ
afs-72267	1359	15	fim	fim	VERB
afs-72267	1359	16	5.4	5.4	NUM
afs-72267	1359	17	million	million	NUM
afs-72267	1359	18	in	in	ADP
afs-72267	1359	19	1984	1984	NUM
afs-72267	1359	20	.	.	PUNCT
afs-72267	1360	1	the	the	DET
afs-72267	1360	2	figures	figure	NOUN
afs-72267	1360	3	for	for	ADP
afs-72267	1360	4	the	the	DET
afs-72267	1360	5	period	period	NOUN
afs-72267	1360	6	1950—1961	1950—1961	NUM
afs-72267	1360	7	are	be	AUX
afs-72267	1360	8	based	base	VERB
afs-72267	1360	9	on	on	ADP
afs-72267	1360	10	the	the	DET
afs-72267	1360	11	minutes	minute	NOUN
afs-72267	1360	12	of	of	ADP
afs-72267	1360	13	the	the	DET
afs-72267	1360	14	research	research	NOUN
afs-72267	1360	15	council	council	NOUN
afs-72267	1360	16	for	for	ADP
afs-72267	1360	17	natural	natural	ADJ
afs-72267	1360	18	sciences	science	NOUN
afs-72267	1360	19	.	.	PUNCT
afs-72267	1361	1	the	the	DET
afs-72267	1361	2	information	information	NOUN
afs-72267	1361	3	gathered	gather	VERB
afs-72267	1361	4	on	on	ADP
afs-72267	1361	5	this	this	DET
afs-72267	1361	6	period	period	NOUN
afs-72267	1361	7	is	be	AUX
afs-72267	1361	8	very	very	ADV
afs-72267	1361	9	unreliable	unreliable	ADJ
afs-72267	1361	10	,	,	PUNCT
afs-72267	1361	11	and	and	CCONJ
afs-72267	1361	12	is	be	AUX
afs-72267	1361	13	partly	partly	ADV
afs-72267	1361	14	mere	mere	ADJ
afs-72267	1361	15	guesswork	guesswork	NOUN
afs-72267	1361	16	.	.	PUNCT
afs-72267	1362	1	however	however	ADV
afs-72267	1362	2	,	,	PUNCT
afs-72267	1362	3	it	it	PRON
afs-72267	1362	4	probably	probably	ADV
afs-72267	1362	5	reflects	reflect	VERB
afs-72267	1362	6	the	the	DET
afs-72267	1362	7	order	order	NOUN
afs-72267	1362	8	of	of	ADP
afs-72267	1362	9	the	the	DET
afs-72267	1362	10	size	size	NOUN
afs-72267	1362	11	of	of	ADP
afs-72267	1362	12	funds	fund	NOUN
afs-72267	1362	13	for	for	ADP
afs-72267	1362	14	agricultural	agricultural	ADJ
afs-72267	1362	15	sciences	science	NOUN
afs-72267	1362	16	granted	grant	VERB
afs-72267	1362	17	by	by	ADP
afs-72267	1362	18	the	the	DET
afs-72267	1362	19	academy	academy	NOUN
afs-72267	1362	20	to	to	PART
afs-72267	1362	21	research	research	VERB
afs-72267	1362	22	,	,	PUNCT
afs-72267	1362	23	researcher	researcher	NOUN
afs-72267	1362	24	training	training	NOUN
afs-72267	1362	25	and	and	CCONJ
afs-72267	1362	26	scientific	scientific	ADJ
afs-72267	1362	27	societies	society	NOUN
afs-72267	1362	28	.	.	PUNCT
afs-72267	1363	1	4.7.4	4.7.4	X
afs-72267	1363	2	.	.	PUNCT
afs-72267	1364	1	finnish	finnish	PROPN
afs-72267	1364	2	national	national	PROPN
afs-72267	1364	3	fundfor	fundfor	ADP
afs-72267	1364	4	research	research	NOUN
afs-72267	1364	5	and	and	CCONJ
afs-72267	1364	6	development	development	NOUN
afs-72267	1364	7	and	and	CCONJ
afs-72267	1364	8	public	public	ADJ
afs-72267	1364	9	foundations	foundation	NOUN
afs-72267	1364	10	the	the	DET
afs-72267	1364	11	funds	fund	NOUN
afs-72267	1364	12	granted	grant	VERB
afs-72267	1364	13	by	by	ADP
afs-72267	1364	14	the	the	DET
afs-72267	1364	15	finnish	finnish	ADJ
afs-72267	1364	16	national	national	PROPN
afs-72267	1364	17	fund	fund	PROPN
afs-72267	1364	18	for	for	ADP
afs-72267	1364	19	research	research	NOUN
afs-72267	1364	20	and	and	CCONJ
afs-72267	1364	21	development	development	NOUN
afs-72267	1364	22	(	(	PUNCT
afs-72267	1364	23	sitra	sitra	NOUN
afs-72267	1364	24	)	)	PUNCT
afs-72267	1364	25	as	as	ADV
afs-72267	1364	26	well	well	ADV
afs-72267	1364	27	as	as	ADP
afs-72267	1364	28	the	the	DET
afs-72267	1364	29	finnish	finnish	ADJ
afs-72267	1364	30	cultural	cultural	PROPN
afs-72267	1364	31	foundation	foundation	PROPN
afs-72267	1364	32	(	(	PUNCT
afs-72267	1364	33	suomen	suomen	PROPN
afs-72267	1364	34	kulttuurirahasto	kulttuurirahasto	PROPN
afs-72267	1364	35	)	)	PUNCT
afs-72267	1364	36	and	and	CCONJ
afs-72267	1364	37	the	the	DET
afs-72267	1364	38	maj	maj	PROPN
afs-72267	1364	39	and	and	CCONJ
afs-72267	1364	40	tor	tor	PROPN
afs-72267	1364	41	nessling	nessling	PROPN
afs-72267	1364	42	foundation	foundation	NOUN
afs-72267	1364	43	have	have	AUX
afs-72267	1364	44	been	be	AUX
afs-72267	1364	45	included	include	VERB
afs-72267	1364	46	303	303	NUM
afs-72267	1364	47	in	in	ADP
afs-72267	1364	48	the	the	DET
afs-72267	1364	49	the	the	DET
afs-72267	1364	50	research	research	NOUN
afs-72267	1364	51	input	input	NOUN
afs-72267	1364	52	.	.	PUNCT
afs-72267	1365	1	sitra	sitra	NOUN
afs-72267	1365	2	has	have	AUX
afs-72267	1365	3	granted	grant	VERB
afs-72267	1365	4	resources	resource	NOUN
afs-72267	1365	5	since	since	SCONJ
afs-72267	1365	6	1968	1968	NUM
afs-72267	1365	7	,	,	PUNCT
afs-72267	1365	8	and	and	CCONJ
afs-72267	1365	9	the	the	DET
afs-72267	1365	10	funds	fund	NOUN
afs-72267	1365	11	reached	reach	VERB
afs-72267	1365	12	theirpeak	theirpeak	NOUN
afs-72267	1365	13	in	in	ADP
afs-72267	1365	14	1981	1981	NUM
afs-72267	1365	15	,	,	PUNCT
afs-72267	1365	16	whenfim	whenfim	VERB
afs-72267	1365	17	4.7	4.7	NUM
afs-72267	1365	18	million	million	NUM
afs-72267	1365	19	were	be	AUX
afs-72267	1365	20	granted	grant	VERB
afs-72267	1365	21	for	for	ADP
afs-72267	1365	22	agricultural	agricultural	ADJ
afs-72267	1365	23	research	research	NOUN
afs-72267	1365	24	.	.	PUNCT
afs-72267	1366	1	in	in	ADP
afs-72267	1366	2	some	some	DET
afs-72267	1366	3	years	year	NOUN
afs-72267	1366	4	agricultural	agricultural	ADJ
afs-72267	1366	5	sciences	science	NOUN
afs-72267	1366	6	received	receive	VERB
afs-72267	1366	7	no	no	DET
afs-72267	1366	8	funds	fund	NOUN
afs-72267	1366	9	at	at	ADV
afs-72267	1366	10	all	all	ADV
afs-72267	1366	11	from	from	ADP
afs-72267	1366	12	sitra	sitra	NOUN
afs-72267	1366	13	.	.	PUNCT
afs-72267	1367	1	because	because	SCONJ
afs-72267	1367	2	it	it	PRON
afs-72267	1367	3	proved	prove	VERB
afs-72267	1367	4	to	to	PART
afs-72267	1367	5	be	be	AUX
afs-72267	1367	6	very	very	ADV
afs-72267	1367	7	difficult	difficult	ADJ
afs-72267	1367	8	to	to	PART
afs-72267	1367	9	separate	separate	VERB
afs-72267	1367	10	the	the	DET
afs-72267	1367	11	agricultural	agricultural	ADJ
afs-72267	1367	12	and	and	CCONJ
afs-72267	1367	13	forestry	forestry	NOUN
afs-72267	1367	14	sciences	science	NOUN
afs-72267	1367	15	,	,	PUNCT
afs-72267	1367	16	all	all	DET
afs-72267	1367	17	funds	fund	NOUN
afs-72267	1367	18	for	for	ADP
afs-72267	1367	19	these	these	DET
afs-72267	1367	20	sciences	science	NOUN
afs-72267	1367	21	granted	grant	VERB
afs-72267	1367	22	by	by	ADP
afs-72267	1367	23	the	the	DET
afs-72267	1367	24	maj	maj	PROPN
afs-72267	1367	25	and	and	CCONJ
afs-72267	1367	26	tor	tor	PROPN
afs-72267	1367	27	nessling	nessling	PROPN
afs-72267	1367	28	foundation	foundation	NOUN
afs-72267	1367	29	and	and	CCONJ
afs-72267	1367	30	the	the	DET
afs-72267	1367	31	finnish	finnish	ADJ
afs-72267	1367	32	cultural	cultural	PROPN
afs-72267	1367	33	foundation	foundation	PROPN
afs-72267	1367	34	were	be	AUX
afs-72267	1367	35	included	include	VERB
afs-72267	1367	36	.	.	PUNCT
afs-72267	1368	1	the	the	DET
afs-72267	1368	2	funds	fund	NOUN
afs-72267	1368	3	granted	grant	VERB
afs-72267	1368	4	by	by	ADP
afs-72267	1368	5	the	the	DET
afs-72267	1368	6	finnish	finnish	PROPN
afs-72267	1368	7	cultural	cultural	PROPN
afs-72267	1368	8	foundation	foundation	PROPN
afs-72267	1368	9	have	have	AUX
afs-72267	1368	10	only	only	ADV
afs-72267	1368	11	been	be	AUX
afs-72267	1368	12	around	around	ADP
afs-72267	1368	13	fim	fim	X
afs-72267	1368	14	0.5	0.5	NUM
afs-72267	1368	15	million	million	NUM
afs-72267	1368	16	(	(	PUNCT
afs-72267	1368	17	1983	1983	NUM
afs-72267	1368	18	—	—	SYM
afs-72267	1368	19	1984	1984	NUM
afs-72267	1368	20	)	)	PUNCT
afs-72267	1368	21	or	or	CCONJ
afs-72267	1368	22	less	less	ADJ
afs-72267	1368	23	to	to	ADP
afs-72267	1368	24	all	all	DET
afs-72267	1368	25	agricultural	agricultural	ADJ
afs-72267	1368	26	and	and	CCONJ
afs-72267	1368	27	forestry	forestry	NOUN
afs-72267	1368	28	sciences	science	NOUN
afs-72267	1368	29	,	,	PUNCT
afs-72267	1368	30	the	the	DET
afs-72267	1368	31	grants	grant	NOUN
afs-72267	1368	32	of	of	ADP
afs-72267	1368	33	the	the	DET
afs-72267	1368	34	maj	maj	PROPN
afs-72267	1368	35	and	and	CCONJ
afs-72267	1368	36	tor	tor	PROPN
afs-72267	1368	37	nessling	nessling	PROPN
afs-72267	1368	38	foundation	foundation	NOUN
afs-72267	1368	39	even	even	ADV
afs-72267	1368	40	smaller	small	ADJ
afs-72267	1368	41	.	.	PUNCT
afs-72267	1369	1	4.7.5	4.7.5	X
afs-72267	1369	2	.	.	PUNCT
afs-72267	1370	1	work	work	NOUN
afs-72267	1370	2	efficiency	efficiency	NOUN
afs-72267	1370	3	association	association	PROPN
afs-72267	1370	4	the	the	DET
afs-72267	1370	5	work	work	NOUN
afs-72267	1370	6	efficiency	efficiency	NOUN
afs-72267	1370	7	association	association	NOUN
afs-72267	1370	8	was	be	AUX
afs-72267	1370	9	founded	found	VERB
afs-72267	1370	10	in	in	ADP
afs-72267	1370	11	spring	spring	NOUN
afs-72267	1370	12	1924	1924	NUM
afs-72267	1370	13	.	.	PUNCT
afs-72267	1371	1	alreday	alreday	NOUN
afs-72267	1371	2	from	from	ADP
afs-72267	1371	3	the	the	DET
afs-72267	1371	4	start	start	NOUN
afs-72267	1371	5	the	the	DET
afs-72267	1371	6	association	association	NOUN
afs-72267	1371	7	has	have	AUX
afs-72267	1371	8	received	receive	VERB
afs-72267	1371	9	a	a	DET
afs-72267	1371	10	certain	certain	ADJ
afs-72267	1371	11	amount	amount	NOUN
afs-72267	1371	12	of	of	ADP
afs-72267	1371	13	government	government	NOUN
afs-72267	1371	14	support	support	NOUN
afs-72267	1371	15	,	,	PUNCT
afs-72267	1371	16	but	but	CCONJ
afs-72267	1371	17	the	the	DET
afs-72267	1371	18	major	major	ADJ
afs-72267	1371	19	share	share	NOUN
afs-72267	1371	20	of	of	ADP
afs-72267	1371	21	its	its	PRON
afs-72267	1371	22	activities	activity	NOUN
afs-72267	1371	23	has	have	AUX
afs-72267	1371	24	been	be	AUX
afs-72267	1371	25	financed	finance	VERB
afs-72267	1371	26	by	by	ADP
afs-72267	1371	27	the	the	DET
afs-72267	1371	28	association	association	NOUN
afs-72267	1371	29	’s	’s	PART
afs-72267	1371	30	own	own	ADJ
afs-72267	1371	31	means	mean	NOUN
afs-72267	1371	32	.	.	PUNCT
afs-72267	1372	1	the	the	DET
afs-72267	1372	2	research	research	NOUN
afs-72267	1372	3	activities	activity	NOUN
afs-72267	1372	4	have	have	AUX
afs-72267	1372	5	traditionally	traditionally	ADV
afs-72267	1372	6	been	be	AUX
afs-72267	1372	7	divided	divide	VERB
afs-72267	1372	8	into	into	ADP
afs-72267	1372	9	three	three	NUM
afs-72267	1372	10	areas	area	NOUN
afs-72267	1372	11	:	:	PUNCT
afs-72267	1372	12	forestry	forestry	NOUN
afs-72267	1372	13	,	,	PUNCT
afs-72267	1372	14	home	home	NOUN
afs-72267	1372	15	economics	economic	NOUN
afs-72267	1372	16	,	,	PUNCT
afs-72267	1372	17	agricultural	agricultural	ADJ
afs-72267	1372	18	and	and	CCONJ
afs-72267	1372	19	construction	construction	NOUN
afs-72267	1372	20	research	research	NOUN
afs-72267	1372	21	.	.	PUNCT
afs-72267	1373	1	a	a	DET
afs-72267	1373	2	certain	certain	ADJ
afs-72267	1373	3	amount	amount	NOUN
afs-72267	1373	4	of	of	ADP
afs-72267	1373	5	extension	extension	NOUN
afs-72267	1373	6	is	be	AUX
afs-72267	1373	7	practised	practise	VERB
afs-72267	1373	8	as	as	ADV
afs-72267	1373	9	well	well	ADV
afs-72267	1373	10	.	.	PUNCT
afs-72267	1374	1	the	the	DET
afs-72267	1374	2	primary	primary	ADJ
afs-72267	1374	3	goal	goal	NOUN
afs-72267	1374	4	is	be	AUX
afs-72267	1374	5	to	to	PART
afs-72267	1374	6	investigate	investigate	VERB
afs-72267	1374	7	rationalization	rationalization	NOUN
afs-72267	1374	8	methods	method	NOUN
afs-72267	1374	9	in	in	ADP
afs-72267	1374	10	these	these	DET
afs-72267	1374	11	areas	area	NOUN
afs-72267	1374	12	.	.	PUNCT
afs-72267	1375	1	the	the	DET
afs-72267	1375	2	construction	construction	NOUN
afs-72267	1375	3	and	and	CCONJ
afs-72267	1375	4	agricultural	agricultural	ADJ
afs-72267	1375	5	research	research	NOUN
afs-72267	1375	6	represents	represent	VERB
afs-72267	1375	7	the	the	DET
afs-72267	1375	8	type	type	NOUN
afs-72267	1375	9	of	of	ADP
afs-72267	1375	10	research	research	NOUN
afs-72267	1375	11	that	that	PRON
afs-72267	1375	12	is	be	AUX
afs-72267	1375	13	the	the	DET
afs-72267	1375	14	focus	focus	NOUN
afs-72267	1375	15	of	of	ADP
afs-72267	1375	16	this	this	DET
afs-72267	1375	17	study	study	NOUN
afs-72267	1375	18	.	.	PUNCT
afs-72267	1376	1	in	in	ADP
afs-72267	1376	2	1983	1983	NUM
afs-72267	1376	3	the	the	DET
afs-72267	1376	4	expenses	expense	NOUN
afs-72267	1376	5	of	of	ADP
afs-72267	1376	6	the	the	DET
afs-72267	1376	7	association	association	NOUN
afs-72267	1376	8	’s	’s	PART
afs-72267	1376	9	agricultural	agricultural	ADJ
afs-72267	1376	10	and	and	CCONJ
afs-72267	1376	11	construction	construction	NOUN
afs-72267	1376	12	department	department	NOUN
afs-72267	1376	13	were	be	AUX
afs-72267	1376	14	about	about	ADV
afs-72267	1376	15	fim	fim	PROPN
afs-72267	1376	16	2.8	2.8	NUM
afs-72267	1376	17	million	million	NUM
afs-72267	1376	18	.	.	PUNCT
afs-72267	1377	1	the	the	DET
afs-72267	1377	2	research	research	NOUN
afs-72267	1377	3	expenditures	expenditure	NOUN
afs-72267	1377	4	of	of	ADP
afs-72267	1377	5	the	the	DET
afs-72267	1377	6	work	work	NOUN
afs-72267	1377	7	efficiency	efficiency	NOUN
afs-72267	1377	8	association	association	NOUN
afs-72267	1377	9	have	have	AUX
afs-72267	1377	10	been	be	AUX
afs-72267	1377	11	based	base	VERB
afs-72267	1377	12	on	on	ADP
afs-72267	1377	13	the	the	DET
afs-72267	1377	14	following	follow	VERB
afs-72267	1377	15	assessments	assessment	NOUN
afs-72267	1377	16	.	.	PUNCT
afs-72267	1378	1	the	the	DET
afs-72267	1378	2	expenditures	expenditure	NOUN
afs-72267	1378	3	of	of	ADP
afs-72267	1378	4	the	the	DET
afs-72267	1378	5	agricultural	agricultural	ADJ
afs-72267	1378	6	and	and	CCONJ
afs-72267	1378	7	construction	construction	NOUN
afs-72267	1378	8	department	department	NOUN
afs-72267	1378	9	are	be	AUX
afs-72267	1378	10	reported	report	VERB
afs-72267	1378	11	in	in	ADP
afs-72267	1378	12	the	the	DET
afs-72267	1378	13	annual	annual	ADJ
afs-72267	1378	14	reports	report	NOUN
afs-72267	1378	15	for	for	ADP
afs-72267	1378	16	1974—1984	1974—1984	PRON
afs-72267	1378	17	.	.	PUNCT
afs-72267	1379	1	this	this	DET
afs-72267	1379	2	part	part	NOUN
afs-72267	1379	3	of	of	ADP
afs-72267	1379	4	all	all	DET
afs-72267	1379	5	research	research	NOUN
afs-72267	1379	6	efforts	effort	NOUN
afs-72267	1379	7	is	be	AUX
afs-72267	1379	8	not	not	PART
afs-72267	1379	9	separately	separately	ADV
afs-72267	1379	10	reported	report	VERB
afs-72267	1379	11	for	for	ADP
afs-72267	1379	12	earlier	early	ADJ
afs-72267	1379	13	years	year	NOUN
afs-72267	1379	14	.	.	PUNCT
afs-72267	1380	1	the	the	DET
afs-72267	1380	2	department	department	NOUN
afs-72267	1380	3	’s	’s	PART
afs-72267	1380	4	share	share	NOUN
afs-72267	1380	5	of	of	ADP
afs-72267	1380	6	total	total	ADJ
afs-72267	1380	7	expenditures	expenditure	NOUN
afs-72267	1380	8	in	in	ADP
afs-72267	1380	9	1974—1983	1974—1983	NUM
afs-72267	1380	10	equalled	equal	VERB
afs-72267	1380	11	10.0—16.5	10.0—16.5	NUM
afs-72267	1380	12	%	%	NOUN
afs-72267	1380	13	.	.	PUNCT
afs-72267	1381	1	the	the	DET
afs-72267	1381	2	department	department	NOUN
afs-72267	1381	3	seem	seem	VERB
afs-72267	1381	4	to	to	PART
afs-72267	1381	5	have	have	AUX
afs-72267	1381	6	received	receive	VERB
afs-72267	1381	7	about	about	ADP
afs-72267	1381	8	the	the	DET
afs-72267	1381	9	same	same	ADJ
afs-72267	1381	10	share	share	NOUN
afs-72267	1381	11	of	of	ADP
afs-72267	1381	12	resources	resource	NOUN
afs-72267	1381	13	also	also	ADV
afs-72267	1381	14	in	in	ADP
afs-72267	1381	15	earlier	early	ADJ
afs-72267	1381	16	years	year	NOUN
afs-72267	1381	17	.	.	PUNCT
afs-72267	1382	1	based	base	VERB
afs-72267	1382	2	on	on	ADP
afs-72267	1382	3	the	the	DET
afs-72267	1382	4	assumption	assumption	NOUN
afs-72267	1382	5	that	that	SCONJ
afs-72267	1382	6	14	14	NUM
afs-72267	1382	7	%	%	NOUN
afs-72267	1382	8	of	of	ADP
afs-72267	1382	9	the	the	DET
afs-72267	1382	10	associations	association	NOUN
afs-72267	1382	11	’	'	PUNCT
afs-72267	1382	12	expenditures	expenditure	NOUN
afs-72267	1382	13	have	have	AUX
afs-72267	1382	14	been	be	AUX
afs-72267	1382	15	devoted	devote	VERB
afs-72267	1382	16	to	to	ADP
afs-72267	1382	17	construction	construction	NOUN
afs-72267	1382	18	and	and	CCONJ
afs-72267	1382	19	agricultural	agricultural	ADJ
afs-72267	1382	20	research	research	NOUN
afs-72267	1382	21	,	,	PUNCT
afs-72267	1382	22	a	a	DET
afs-72267	1382	23	time	time	NOUN
afs-72267	1382	24	series	series	NOUN
afs-72267	1382	25	was	be	AUX
afs-72267	1382	26	constructed	construct	VERB
afs-72267	1382	27	for	for	ADP
afs-72267	1382	28	1950—1973	1950—1973	NUM
afs-72267	1382	29	.	.	PUNCT
afs-72267	1383	1	minor	minor	ADJ
afs-72267	1383	2	cost	cost	NOUN
afs-72267	1383	3	items	item	NOUN
afs-72267	1383	4	(	(	PUNCT
afs-72267	1383	5	rent	rent	NOUN
afs-72267	1383	6	,	,	PUNCT
afs-72267	1383	7	depreciation	depreciation	NOUN
afs-72267	1383	8	,	,	PUNCT
afs-72267	1383	9	the	the	DET
afs-72267	1383	10	interest	interest	NOUN
afs-72267	1383	11	rate	rate	NOUN
afs-72267	1383	12	)	)	PUNCT
afs-72267	1383	13	and	and	CCONJ
afs-72267	1383	14	expenditures	expenditure	NOUN
afs-72267	1383	15	for	for	ADP
afs-72267	1383	16	the	the	DET
afs-72267	1383	17	vocational	vocational	ADJ
afs-72267	1383	18	centre	centre	NOUN
afs-72267	1383	19	have	have	AUX
afs-72267	1383	20	been	be	AUX
afs-72267	1383	21	subtracted	subtract	VERB
afs-72267	1383	22	from	from	ADP
afs-72267	1383	23	total	total	ADJ
afs-72267	1383	24	expenditures	expenditure	NOUN
afs-72267	1383	25	.	.	PUNCT
afs-72267	1384	1	the	the	DET
afs-72267	1384	2	total	total	ADJ
afs-72267	1384	3	time	time	NOUN
afs-72267	1384	4	series	series	NOUN
afs-72267	1384	5	for	for	ADP
afs-72267	1384	6	1950	1950	NUM
afs-72267	1384	7	—	—	PUNCT
afs-72267	1384	8	1984	1984	NUM
afs-72267	1384	9	is	be	AUX
afs-72267	1384	10	added	add	VERB
afs-72267	1384	11	to	to	ADP
afs-72267	1384	12	the	the	DET
afs-72267	1384	13	previous	previous	ADJ
afs-72267	1384	14	research	research	NOUN
afs-72267	1384	15	input	input	NOUN
afs-72267	1384	16	.	.	PUNCT
afs-72267	1385	1	4.7.6	4.7.6	X
afs-72267	1385	2	.	.	PUNCT
afs-72267	1385	3	agricultural	agricultural	ADJ
afs-72267	1385	4	research	research	NOUN
afs-72267	1385	5	outside	outside	ADP
afs-72267	1385	6	the	the	DET
afs-72267	1385	7	research	research	NOUN
afs-72267	1385	8	definition	definition	NOUN
afs-72267	1385	9	the	the	DET
afs-72267	1385	10	technical	technical	ADJ
afs-72267	1385	11	research	research	PROPN
afs-72267	1385	12	centre	centre	PROPN
afs-72267	1385	13	offinland	offinland	NOUN
afs-72267	1385	14	carries	carry	VERB
afs-72267	1385	15	out	out	ADP
afs-72267	1385	16	a	a	DET
afs-72267	1385	17	small	small	ADJ
afs-72267	1385	18	amount	amount	NOUN
afs-72267	1385	19	of	of	ADP
afs-72267	1385	20	research	research	NOUN
afs-72267	1385	21	in	in	ADP
afs-72267	1385	22	the	the	DET
afs-72267	1385	23	primary	primary	ADJ
afs-72267	1385	24	sector	sector	NOUN
afs-72267	1385	25	.	.	PUNCT
afs-72267	1386	1	lemola	lemola	PROPN
afs-72267	1386	2	et	et	PROPN
afs-72267	1386	3	ai	ai	VERB
afs-72267	1386	4	.	.	PUNCT
afs-72267	1387	1	(	(	PUNCT
afs-72267	1387	2	1975	1975	NUM
afs-72267	1387	3	)	)	PUNCT
afs-72267	1387	4	stated	state	VERB
afs-72267	1387	5	that	that	SCONJ
afs-72267	1387	6	1.1	1.1	NUM
afs-72267	1387	7	%	%	NOUN
afs-72267	1387	8	of	of	ADP
afs-72267	1387	9	research	research	NOUN
afs-72267	1387	10	expenditures	expenditure	NOUN
afs-72267	1387	11	in	in	ADP
afs-72267	1387	12	the	the	DET
afs-72267	1387	13	operational	operational	ADJ
afs-72267	1387	14	plan	plan	NOUN
afs-72267	1387	15	1976—1980	1976—1980	PRON
afs-72267	1387	16	was	be	AUX
afs-72267	1387	17	devoted	devote	VERB
afs-72267	1387	18	to	to	ADP
afs-72267	1387	19	agriculture	agriculture	NOUN
afs-72267	1387	20	and	and	CCONJ
afs-72267	1387	21	forestry	forestry	NOUN
afs-72267	1387	22	,	,	PUNCT
afs-72267	1387	23	hunting	hunting	NOUN
afs-72267	1387	24	and	and	CCONJ
afs-72267	1387	25	fishing	fishing	NOUN
afs-72267	1387	26	.	.	PUNCT
afs-72267	1388	1	a	a	DET
afs-72267	1388	2	large	large	ADJ
afs-72267	1388	3	part	part	NOUN
afs-72267	1388	4	of	of	ADP
afs-72267	1388	5	this	this	DET
afs-72267	1388	6	share	share	NOUN
afs-72267	1388	7	was	be	AUX
afs-72267	1388	8	research	research	NOUN
afs-72267	1388	9	connected	connect	VERB
afs-72267	1388	10	with	with	ADP
afs-72267	1388	11	forestry	forestry	NOUN
afs-72267	1388	12	.	.	PUNCT
afs-72267	1389	1	at	at	ADP
afs-72267	1389	2	the	the	DET
afs-72267	1389	3	domestic	domestic	ADJ
afs-72267	1389	4	fuel	fuel	NOUN
afs-72267	1389	5	laboratory	laboratory	NOUN
afs-72267	1389	6	the	the	DET
afs-72267	1389	7	major	major	ADJ
afs-72267	1389	8	part	part	NOUN
afs-72267	1389	9	of	of	ADP
afs-72267	1389	10	research	research	NOUN
afs-72267	1389	11	work	work	NOUN
afs-72267	1389	12	is	be	AUX
afs-72267	1389	13	connected	connect	VERB
afs-72267	1389	14	with	with	ADP
afs-72267	1389	15	peat	peat	NOUN
afs-72267	1389	16	production	production	NOUN
afs-72267	1389	17	,	,	PUNCT
afs-72267	1389	18	which	which	PRON
afs-72267	1389	19	very	very	ADV
afs-72267	1389	20	broadly	broadly	ADV
afs-72267	1389	21	could	could	AUX
afs-72267	1389	22	be	be	AUX
afs-72267	1389	23	regarded	regard	VERB
afs-72267	1389	24	as	as	ADP
afs-72267	1389	25	agricultural	agricultural	ADJ
afs-72267	1389	26	research	research	NOUN
afs-72267	1389	27	.	.	PUNCT
afs-72267	1390	1	the	the	DET
afs-72267	1390	2	biotechnical	biotechnical	ADJ
afs-72267	1390	3	laboratory	laboratory	NOUN
afs-72267	1390	4	and	and	CCONJ
afs-72267	1390	5	the	the	DET
afs-72267	1390	6	food	food	NOUN
afs-72267	1390	7	research	research	NOUN
afs-72267	1390	8	laboratory	laboratory	NOUN
afs-72267	1390	9	carry	carry	VERB
afs-72267	1390	10	out	out	ADP
afs-72267	1390	11	some	some	DET
afs-72267	1390	12	research	research	NOUN
afs-72267	1390	13	relatively	relatively	ADV
afs-72267	1390	14	close	close	ADJ
afs-72267	1390	15	to	to	ADP
afs-72267	1390	16	agriculture	agriculture	NOUN
afs-72267	1390	17	;	;	PUNCT
afs-72267	1390	18	for	for	ADP
afs-72267	1390	19	instance	instance	NOUN
afs-72267	1390	20	,	,	PUNCT
afs-72267	1390	21	malt	malt	PROPN
afs-72267	1390	22	barley	barley	PROPN
afs-72267	1390	23	has	have	AUX
afs-72267	1390	24	been	be	AUX
afs-72267	1390	25	bred	breed	VERB
afs-72267	1390	26	in	in	ADP
afs-72267	1390	27	order	order	NOUN
afs-72267	1390	28	better	well	ADV
afs-72267	1390	29	to	to	PART
afs-72267	1390	30	suit	suit	VERB
afs-72267	1390	31	the	the	DET
afs-72267	1390	32	needs	need	NOUN
afs-72267	1390	33	of	of	ADP
afs-72267	1390	34	malt	malt	NOUN
afs-72267	1390	35	houses	house	NOUN
afs-72267	1390	36	.	.	PUNCT
afs-72267	1391	1	research	research	NOUN
afs-72267	1391	2	connected	connect	VERB
afs-72267	1391	3	with	with	ADP
afs-72267	1391	4	gene	gene	NOUN
afs-72267	1391	5	technology	technology	NOUN
afs-72267	1391	6	will	will	AUX
afs-72267	1391	7	increase	increase	VERB
afs-72267	1391	8	in	in	ADP
afs-72267	1391	9	the	the	DET
afs-72267	1391	10	future	future	NOUN
afs-72267	1391	11	,	,	PUNCT
afs-72267	1391	12	but	but	CCONJ
afs-72267	1391	13	so	so	ADV
afs-72267	1391	14	far	far	ADV
afs-72267	1391	15	the	the	DET
afs-72267	1391	16	magnitude	magnitude	NOUN
afs-72267	1391	17	of	of	ADP
afs-72267	1391	18	this	this	DET
afs-72267	1391	19	research	research	NOUN
afs-72267	1391	20	has	have	AUX
afs-72267	1391	21	been	be	AUX
afs-72267	1391	22	very	very	ADV
afs-72267	1391	23	small	small	ADJ
afs-72267	1391	24	.	.	PUNCT
afs-72267	1392	1	if	if	SCONJ
afs-72267	1392	2	agricultural	agricultural	ADJ
afs-72267	1392	3	research	research	NOUN
afs-72267	1392	4	were	be	AUX
afs-72267	1392	5	defined	define	VERB
afs-72267	1392	6	very	very	ADV
afs-72267	1392	7	broadly	broadly	ADV
afs-72267	1392	8	,	,	PUNCT
afs-72267	1392	9	at	at	ADP
afs-72267	1392	10	the	the	DET
afs-72267	1392	11	most	most	ADJ
afs-72267	1392	12	fim	fim	INTJ
afs-72267	1392	13	1	1	NUM
afs-72267	1392	14	million	million	NUM
afs-72267	1392	15	of	of	ADP
afs-72267	1392	16	the	the	DET
afs-72267	1392	17	current	current	ADJ
afs-72267	1392	18	research	research	NOUN
afs-72267	1392	19	expenditures	expenditure	NOUN
afs-72267	1392	20	could	could	AUX
afs-72267	1392	21	be	be	AUX
afs-72267	1392	22	regarded	regard	VERB
afs-72267	1392	23	as	as	ADP
afs-72267	1392	24	connected	connect	VERB
afs-72267	1392	25	with	with	ADP
afs-72267	1392	26	agriculture	agriculture	NOUN
afs-72267	1392	27	.	.	PUNCT
afs-72267	1393	1	the	the	DET
afs-72267	1393	2	research	research	NOUN
afs-72267	1393	3	carried	carry	VERB
afs-72267	1393	4	out	out	ADP
afs-72267	1393	5	at	at	ADP
afs-72267	1393	6	the	the	DET
afs-72267	1393	7	technical	technical	ADJ
afs-72267	1393	8	research	research	NOUN
afs-72267	1393	9	centre	centre	NOUN
afs-72267	1393	10	,	,	PUNCT
afs-72267	1393	11	however	however	ADV
afs-72267	1393	12	,	,	PUNCT
afs-72267	1393	13	does	do	AUX
afs-72267	1393	14	not	not	PART
afs-72267	1393	15	agree	agree	VERB
afs-72267	1393	16	with	with	ADP
afs-72267	1393	17	the	the	DET
afs-72267	1393	18	definition	definition	NOUN
afs-72267	1393	19	of	of	ADP
afs-72267	1393	20	agricultural	agricultural	ADJ
afs-72267	1393	21	research	research	NOUN
afs-72267	1393	22	applied	apply	VERB
afs-72267	1393	23	in	in	ADP
afs-72267	1393	24	this	this	DET
afs-72267	1393	25	study	study	NOUN
afs-72267	1393	26	.	.	PUNCT
afs-72267	1394	1	the	the	DET
afs-72267	1394	2	ministry	ministry	PROPN
afs-72267	1394	3	of	of	ADP
afs-72267	1394	4	trade	trade	PROPN
afs-72267	1394	5	and	and	CCONJ
afs-72267	1394	6	industry	industry	NOUN
afs-72267	1394	7	grants	grant	NOUN
afs-72267	1394	8	funds	fund	NOUN
afs-72267	1394	9	for	for	ADP
afs-72267	1394	10	research	research	NOUN
afs-72267	1394	11	on	on	ADP
afs-72267	1394	12	domestic	domestic	ADJ
afs-72267	1394	13	fuel	fuel	NOUN
afs-72267	1394	14	resources	resource	NOUN
afs-72267	1394	15	.	.	PUNCT
afs-72267	1395	1	as	as	SCONJ
afs-72267	1395	2	mentioned	mention	VERB
afs-72267	1395	3	above	above	ADV
afs-72267	1395	4	,	,	PUNCT
afs-72267	1395	5	this	this	PRON
afs-72267	1395	6	can	can	AUX
afs-72267	1395	7	hardly	hardly	ADV
afs-72267	1395	8	be	be	AUX
afs-72267	1395	9	considered	consider	VERB
afs-72267	1395	10	agricultural	agricultural	ADJ
afs-72267	1395	11	research	research	NOUN
afs-72267	1395	12	.	.	PUNCT
afs-72267	1396	1	the	the	DET
afs-72267	1396	2	expenditures	expenditure	NOUN
afs-72267	1396	3	of	of	ADP
afs-72267	1396	4	the	the	DET
afs-72267	1396	5	pellervo	pellervo	ADJ
afs-72267	1396	6	economic	economic	PROPN
afs-72267	1396	7	research	research	PROPN
afs-72267	1396	8	institute	institute	NOUN
afs-72267	1396	9	have	have	AUX
afs-72267	1396	10	not	not	PART
afs-72267	1396	11	been	be	AUX
afs-72267	1396	12	included	include	VERB
afs-72267	1396	13	in	in	ADP
afs-72267	1396	14	the	the	DET
afs-72267	1396	15	research	research	NOUN
afs-72267	1396	16	input	input	NOUN
afs-72267	1396	17	.	.	PUNCT
afs-72267	1397	1	strictly	strictly	ADV
afs-72267	1397	2	speaking	speak	VERB
afs-72267	1397	3	,	,	PUNCT
afs-72267	1397	4	these	these	DET
afs-72267	1397	5	funds	fund	NOUN
afs-72267	1397	6	should	should	AUX
afs-72267	1397	7	have	have	AUX
afs-72267	1397	8	been	be	AUX
afs-72267	1397	9	included	include	VERB
afs-72267	1397	10	.	.	PUNCT
afs-72267	1398	1	the	the	DET
afs-72267	1398	2	research	research	PROPN
afs-72267	1398	3	institute	institute	NOUN
afs-72267	1398	4	has	have	AUX
afs-72267	1398	5	,	,	PUNCT
afs-72267	1398	6	however	however	ADV
afs-72267	1398	7	,	,	PUNCT
afs-72267	1398	8	existed	exist	VERB
afs-72267	1398	9	only	only	ADV
afs-72267	1398	10	since	since	SCONJ
afs-72267	1398	11	1979	1979	NUM
afs-72267	1398	12	,	,	PUNCT
afs-72267	1398	13	and	and	CCONJ
afs-72267	1398	14	the	the	DET
afs-72267	1398	15	volume	volume	NOUN
afs-72267	1398	16	of	of	ADP
afs-72267	1398	17	the	the	DET
afs-72267	1398	18	research	research	NOUN
afs-72267	1398	19	input	input	NOUN
afs-72267	1398	20	has	have	AUX
afs-72267	1398	21	been	be	AUX
afs-72267	1398	22	304	304	NUM
afs-72267	1398	23	small	small	ADJ
afs-72267	1398	24	.	.	PUNCT
afs-72267	1399	1	though	though	SCONJ
afs-72267	1399	2	the	the	DET
afs-72267	1399	3	omission	omission	NOUN
afs-72267	1399	4	is	be	AUX
afs-72267	1399	5	probably	probably	ADV
afs-72267	1399	6	not	not	PART
afs-72267	1399	7	justifiable	justifiable	ADJ
afs-72267	1399	8	,	,	PUNCT
afs-72267	1399	9	it	it	PRON
afs-72267	1399	10	hardly	hardly	ADV
afs-72267	1399	11	affects	affect	VERB
afs-72267	1399	12	the	the	DET
afs-72267	1399	13	estimation	estimation	NOUN
afs-72267	1399	14	.	.	PUNCT
afs-72267	1400	1	4	4	NUM
afs-72267	1400	2	.	.	X
afs-72267	1400	3	7.7	7.7	NUM
afs-72267	1400	4	.	.	PUNCT
afs-72267	1401	1	the	the	DET
afs-72267	1401	2	development	development	NOUN
afs-72267	1401	3	of	of	ADP
afs-72267	1401	4	the	the	DET
afs-72267	1401	5	public	public	ADJ
afs-72267	1401	6	research	research	NOUN
afs-72267	1401	7	input	input	NOUN
afs-72267	1401	8	in	in	ADP
afs-72267	1401	9	1950—1984	1950—1984	NUM
afs-72267	1401	10	in	in	ADP
afs-72267	1401	11	order	order	NOUN
afs-72267	1401	12	to	to	PART
afs-72267	1401	13	obtain	obtain	VERB
afs-72267	1401	14	the	the	DET
afs-72267	1401	15	aggregate	aggregate	ADJ
afs-72267	1401	16	research	research	NOUN
afs-72267	1401	17	input	input	NOUN
afs-72267	1401	18	,	,	PUNCT
afs-72267	1401	19	all	all	DET
afs-72267	1401	20	the	the	DET
afs-72267	1401	21	expenditures	expenditure	NOUN
afs-72267	1401	22	mentioned	mention	VERB
afs-72267	1401	23	in	in	ADP
afs-72267	1401	24	the	the	DET
afs-72267	1401	25	previous	previous	ADJ
afs-72267	1401	26	subsections	subsection	NOUN
afs-72267	1401	27	of	of	ADP
afs-72267	1401	28	4.7	4.7	NUM
afs-72267	1401	29	.	.	PUNCT
afs-72267	1401	30	have	have	AUX
afs-72267	1401	31	been	be	AUX
afs-72267	1401	32	summed	sum	VERB
afs-72267	1401	33	up	up	ADP
afs-72267	1401	34	.	.	PUNCT
afs-72267	1402	1	the	the	DET
afs-72267	1402	2	sum	sum	NOUN
afs-72267	1402	3	has	have	AUX
afs-72267	1402	4	been	be	AUX
afs-72267	1402	5	deflated	deflate	VERB
afs-72267	1402	6	by	by	ADP
afs-72267	1402	7	the	the	DET
afs-72267	1402	8	gdp	gdp	NOUN
afs-72267	1402	9	market	market	NOUN
afs-72267	1402	10	index	index	NOUN
afs-72267	1402	11	and	and	CCONJ
afs-72267	1402	12	is	be	AUX
afs-72267	1402	13	expressed	express	VERB
afs-72267	1402	14	in	in	ADP
afs-72267	1402	15	the	the	DET
afs-72267	1402	16	pricelevel	pricelevel	NOUN
afs-72267	1402	17	of	of	ADP
afs-72267	1402	18	1980	1980	NUM
afs-72267	1402	19	.	.	PUNCT
afs-72267	1403	1	the	the	DET
afs-72267	1403	2	aggregate	aggregate	ADJ
afs-72267	1403	3	volume	volume	NOUN
afs-72267	1403	4	of	of	ADP
afs-72267	1403	5	public	public	ADJ
afs-72267	1403	6	research	research	NOUN
afs-72267	1403	7	is	be	AUX
afs-72267	1403	8	presented	present	VERB
afs-72267	1403	9	in	in	ADP
afs-72267	1403	10	table	table	NOUN
afs-72267	1403	11	10	10	NUM
afs-72267	1403	12	and	and	CCONJ
afs-72267	1403	13	figure	figure	VERB
afs-72267	1403	14	14	14	NUM
afs-72267	1403	15	.	.	PUNCT
afs-72267	1404	1	table	table	NOUN
afs-72267	1404	2	10	10	NUM
afs-72267	1404	3	.	.	PUNCT
afs-72267	1405	1	expenditures	expenditure	NOUN
afs-72267	1405	2	for	for	ADP
afs-72267	1405	3	public	public	ADJ
afs-72267	1405	4	agricultural	agricultural	ADJ
afs-72267	1405	5	research	research	NOUN
afs-72267	1405	6	in	in	ADP
afs-72267	1405	7	1950—1984	1950—1984	PROPN
afs-72267	1405	8	,	,	PUNCT
afs-72267	1405	9	deflated	deflate	VERB
afs-72267	1405	10	to	to	ADP
afs-72267	1405	11	the	the	DET
afs-72267	1405	12	level	level	NOUN
afs-72267	1405	13	of	of	ADP
afs-72267	1405	14	1980	1980	NUM
afs-72267	1405	15	(	(	PUNCT
afs-72267	1405	16	fim	fim	PROPN
afs-72267	1405	17	1,000	1,000	NUM
afs-72267	1405	18	)	)	PUNCT
afs-72267	1405	19	.	.	PUNCT
afs-72267	1406	1	year	year	NOUN
afs-72267	1406	2	researchyear	researchyear	PROPN
afs-72267	1406	3	research	research	NOUN
afs-72267	1406	4	expenditures	expenditure	NOUN
afs-72267	1406	5	expenditures	expenditure	NOUN
afs-72267	1406	6	1968	1968	NUM
afs-72267	1406	7	70,080	70,080	NUM
afs-72267	1406	8	1969	1969	NUM
afs-72267	1406	9	65,653	65,653	NUM
afs-72267	1406	10	1970	1970	NUM
afs-72267	1406	11	60,882	60,882	NUM
afs-72267	1406	12	1950	1950	NUM
afs-72267	1406	13	17,610	17,610	NUM
afs-72267	1406	14	1951	1951	NUM
afs-72267	1406	15	24,180	24,180	NUM
afs-72267	1406	16	1952	1952	NUM
afs-72267	1406	17	22,437	22,437	NUM
afs-72267	1406	18	1953	1953	NUM
afs-72267	1406	19	20,936	20,936	NUM
afs-72267	1406	20	1954	1954	NUM
afs-72267	1406	21	20,727	20,727	NUM
afs-72267	1406	22	1955	1955	NUM
afs-72267	1406	23	24,934	24,934	NUM
afs-72267	1406	24	1956	1956	NUM
afs-72267	1406	25	28,442	28,442	NUM
afs-72267	1406	26	1957	1957	NUM
afs-72267	1406	27	27,151	27,151	NUM
afs-72267	1406	28	1958	1958	NUM
afs-72267	1406	29	40,513	40,513	NUM
afs-72267	1406	30	1959	1959	NUM
afs-72267	1406	31	39,713	39,713	NUM
afs-72267	1406	32	1960	1960	NUM
afs-72267	1406	33	37,507	37,507	NUM
afs-72267	1406	34	1961	1961	NUM
afs-72267	1406	35	39,130	39,130	NUM
afs-72267	1406	36	1962	1962	NUM
afs-72267	1406	37	51,995	51,995	NUM
afs-72267	1406	38	1963	1963	NUM
afs-72267	1406	39	53,319	53,319	NUM
afs-72267	1406	40	1964	1964	NUM
afs-72267	1406	41	52,039	52,039	NUM
afs-72267	1406	42	1965	1965	NUM
afs-72267	1406	43	62,740	62,740	NUM
afs-72267	1406	44	1966	1966	NUM
afs-72267	1406	45	64,508	64,508	NUM
afs-72267	1406	46	1967	1967	NUM
afs-72267	1406	47	64,221	64,221	NUM
afs-72267	1406	48	1971	1971	NUM
afs-72267	1406	49	60,798	60,798	NUM
afs-72267	1406	50	1972	1972	NUM
afs-72267	1406	51	69,325	69,325	NUM
afs-72267	1406	52	1973	1973	NUM
afs-72267	1406	53	70,312	70,312	NUM
afs-72267	1406	54	1974	1974	NUM
afs-72267	1406	55	65,222	65,222	NUM
afs-72267	1407	1	the	the	DET
afs-72267	1407	2	research	research	NOUN
afs-72267	1407	3	input	input	NOUN
afs-72267	1407	4	has	have	AUX
afs-72267	1407	5	risen	rise	VERB
afs-72267	1407	6	faster	fast	ADV
afs-72267	1407	7	than	than	ADP
afs-72267	1407	8	other	other	ADJ
afs-72267	1407	9	inputs	input	NOUN
afs-72267	1407	10	since	since	SCONJ
afs-72267	1407	11	1950	1950	NUM
afs-72267	1407	12	.	.	PUNCT
afs-72267	1408	1	therefore	therefore	ADV
afs-72267	1408	2	it	it	PRON
afs-72267	1408	3	seems	seem	VERB
afs-72267	1408	4	natural	natural	ADJ
afs-72267	1408	5	that	that	SCONJ
afs-72267	1408	6	the	the	DET
afs-72267	1408	7	effects	effect	NOUN
afs-72267	1408	8	of	of	ADP
afs-72267	1408	9	research	research	NOUN
afs-72267	1408	10	have	have	AUX
afs-72267	1408	11	also	also	ADV
afs-72267	1408	12	grown	grow	VERB
afs-72267	1408	13	more	more	ADV
afs-72267	1408	14	rapidly	rapidly	ADV
afs-72267	1408	15	.	.	PUNCT
afs-72267	1409	1	variations	variation	NOUN
afs-72267	1409	2	in	in	ADP
afs-72267	1409	3	the	the	DET
afs-72267	1409	4	outlays	outlay	NOUN
afs-72267	1409	5	for	for	ADP
afs-72267	1409	6	certain	certain	ADJ
afs-72267	1409	7	years	year	NOUN
afs-72267	1409	8	can	can	AUX
afs-72267	1409	9	be	be	AUX
afs-72267	1409	10	noted	note	VERB
afs-72267	1409	11	.	.	PUNCT
afs-72267	1410	1	funds	fund	NOUN
afs-72267	1410	2	for	for	ADP
afs-72267	1410	3	the	the	DET
afs-72267	1410	4	university	university	PROPN
afs-72267	1410	5	of	of	ADP
afs-72267	1410	6	helsinki	helsinki	PROPN
afs-72267	1410	7	and	and	CCONJ
afs-72267	1410	8	the	the	DET
afs-72267	1410	9	agricultural	agricultural	ADJ
afs-72267	1410	10	research	research	NOUN
afs-72267	1410	11	centre	centre	NOUN
afs-72267	1410	12	increased	increase	VERB
afs-72267	1410	13	rapidly	rapidly	ADV
afs-72267	1410	14	at	at	ADP
afs-72267	1410	15	the	the	DET
afs-72267	1410	16	end	end	NOUN
afs-72267	1410	17	of	of	ADP
afs-72267	1410	18	the	the	DET
afs-72267	1410	19	19705	19705	NUM
afs-72267	1410	20	,	,	PUNCT
afs-72267	1410	21	which	which	PRON
afs-72267	1410	22	can	can	AUX
afs-72267	1410	23	be	be	AUX
afs-72267	1410	24	seen	see	VERB
afs-72267	1410	25	from	from	ADP
afs-72267	1410	26	the	the	DET
afs-72267	1410	27	time	time	NOUN
afs-72267	1410	28	series	series	NOUN
afs-72267	1410	29	.	.	PUNCT
afs-72267	1411	1	since	since	SCONJ
afs-72267	1411	2	the	the	DET
afs-72267	1411	3	peak	peak	NOUN
afs-72267	1411	4	in	in	ADP
afs-72267	1411	5	1981	1981	NUM
afs-72267	1411	6	,	,	PUNCT
afs-72267	1411	7	the	the	DET
afs-72267	1411	8	funds	fund	NOUN
afs-72267	1411	9	have	have	AUX
afs-72267	1411	10	remained	remain	VERB
afs-72267	1411	11	on	on	ADP
afs-72267	1411	12	the	the	DET
afs-72267	1411	13	same	same	ADJ
afs-72267	1411	14	level	level	NOUN
afs-72267	1411	15	as	as	ADP
afs-72267	1411	16	at	at	ADP
afs-72267	1411	17	the	the	DET
afs-72267	1411	18	end	end	NOUN
afs-72267	1411	19	of	of	ADP
afs-72267	1411	20	the	the	DET
afs-72267	1411	21	19705	19705	NUM
afs-72267	1411	22	.	.	PUNCT
afs-72267	1412	1	1975	1975	NUM
afs-72267	1412	2	80,503	80,503	NUM
afs-72267	1412	3	1976	1976	NUM
afs-72267	1412	4	84,423	84,423	NUM
afs-72267	1412	5	1977	1977	NUM
afs-72267	1412	6	109,600	109,600	NUM
afs-72267	1412	7	1978	1978	NUM
afs-72267	1412	8	92,712	92,712	NUM
afs-72267	1412	9	1979	1979	NUM
afs-72267	1412	10	109,753	109,753	NUM
afs-72267	1412	11	1980	1980	NUM
afs-72267	1412	12	111,538	111,538	NUM
afs-72267	1412	13	1981	1981	NUM
afs-72267	1412	14	114,319	114,319	NUM
afs-72267	1412	15	1982	1982	NUM
afs-72267	1412	16	107,503	107,503	NUM
afs-72267	1412	17	1983	1983	NUM
afs-72267	1412	18	108,186	108,186	NUM
afs-72267	1412	19	1984	1984	NUM
afs-72267	1412	20	109,123	109,123	NUM
afs-72267	1412	21	4.8	4.8	NUM
afs-72267	1412	22	.	.	PUNCT
afs-72267	1413	1	the	the	DET
afs-72267	1413	2	research	research	NOUN
afs-72267	1413	3	input	input	NOUN
afs-72267	1413	4	in	in	ADP
afs-72267	1413	5	the	the	DET
afs-72267	1413	6	private	private	ADJ
afs-72267	1413	7	sector	sector	NOUN
afs-72267	1413	8	in	in	ADP
afs-72267	1413	9	1950—1984	1950—1984	PROPN
afs-72267	1413	10	.	.	PUNCT
afs-72267	1414	1	the	the	DET
afs-72267	1414	2	private	private	ADJ
afs-72267	1414	3	sector	sector	NOUN
afs-72267	1414	4	carries	carry	VERB
afs-72267	1414	5	out	out	ADP
afs-72267	1414	6	a	a	DET
afs-72267	1414	7	considerable	considerable	ADJ
afs-72267	1414	8	amount	amount	NOUN
afs-72267	1414	9	of	of	ADP
afs-72267	1414	10	research	research	NOUN
afs-72267	1414	11	.	.	PUNCT
afs-72267	1415	1	the	the	DET
afs-72267	1415	2	issue	issue	NOUN
afs-72267	1415	3	whether	whether	SCONJ
afs-72267	1415	4	or	or	CCONJ
afs-72267	1415	5	not	not	PART
afs-72267	1415	6	research	research	NOUN
afs-72267	1415	7	carried	carry	VERB
afs-72267	1415	8	out	out	ADP
afs-72267	1415	9	in	in	ADP
afs-72267	1415	10	the	the	DET
afs-72267	1415	11	private	private	ADJ
afs-72267	1415	12	sector	sector	NOUN
afs-72267	1415	13	should	should	AUX
afs-72267	1415	14	be	be	AUX
afs-72267	1415	15	included	include	VERB
afs-72267	1415	16	in	in	ADP
afs-72267	1415	17	research	research	NOUN
afs-72267	1415	18	input	input	NOUN
afs-72267	1415	19	is	be	AUX
afs-72267	1415	20	intricate	intricate	ADJ
afs-72267	1415	21	.	.	PUNCT
afs-72267	1416	1	the	the	DET
afs-72267	1416	2	arguments	argument	NOUN
afs-72267	1416	3	for	for	ADP
afs-72267	1416	4	taking	take	VERB
afs-72267	1416	5	the	the	DET
afs-72267	1416	6	private	private	ADJ
afs-72267	1416	7	research	research	NOUN
afs-72267	1416	8	into	into	ADP
afs-72267	1416	9	account	account	NOUN
afs-72267	1416	10	shall	shall	AUX
afs-72267	1416	11	be	be	AUX
afs-72267	1416	12	discussed	discuss	VERB
afs-72267	1416	13	first	first	ADV
afs-72267	1416	14	.	.	PUNCT
afs-72267	1417	1	given	give	VERB
afs-72267	1417	2	the	the	DET
afs-72267	1417	3	fact	fact	NOUN
afs-72267	1417	4	that	that	SCONJ
afs-72267	1417	5	means	mean	VERB
afs-72267	1417	6	of	of	ADP
afs-72267	1417	7	production	production	NOUN
afs-72267	1417	8	improve	improve	VERB
afs-72267	1417	9	because	because	SCONJ
afs-72267	1417	10	of	of	ADP
afs-72267	1417	11	the	the	DET
afs-72267	1417	12	research	research	NOUN
afs-72267	1417	13	done	do	VERB
afs-72267	1417	14	in	in	ADP
afs-72267	1417	15	the	the	DET
afs-72267	1417	16	private	private	ADJ
afs-72267	1417	17	sector	sector	NOUN
afs-72267	1417	18	,	,	PUNCT
afs-72267	1417	19	it	it	PRON
afs-72267	1417	20	seems	seem	VERB
afs-72267	1417	21	only	only	ADV
afs-72267	1417	22	natural	natural	ADJ
afs-72267	1417	23	to	to	PART
afs-72267	1417	24	include	include	VERB
afs-72267	1417	25	private	private	ADJ
afs-72267	1417	26	research	research	NOUN
afs-72267	1417	27	.	.	PUNCT
afs-72267	1418	1	because	because	SCONJ
afs-72267	1418	2	information	information	NOUN
afs-72267	1418	3	about	about	ADP
afs-72267	1418	4	the	the	DET
afs-72267	1418	5	volume	volume	NOUN
afs-72267	1418	6	of	of	ADP
afs-72267	1418	7	thisresearch	thisresearch	PROPN
afs-72267	1418	8	has	have	AUX
afs-72267	1418	9	been	be	AUX
afs-72267	1418	10	difficult	difficult	ADJ
afs-72267	1418	11	to	to	PART
afs-72267	1418	12	acquire	acquire	VERB
afs-72267	1418	13	,	,	PUNCT
afs-72267	1418	14	simple	simple	ADJ
afs-72267	1418	15	assumptions	assumption	NOUN
afs-72267	1418	16	have	have	AUX
afs-72267	1418	17	often	often	ADV
afs-72267	1418	18	been	be	AUX
afs-72267	1418	19	made	make	VERB
afs-72267	1418	20	.	.	PUNCT
afs-72267	1419	1	to	to	PART
afs-72267	1419	2	give	give	VERB
afs-72267	1419	3	an	an	DET
afs-72267	1419	4	example	example	NOUN
afs-72267	1419	5	,	,	PUNCT
afs-72267	1419	6	peterson	peterson	NOUN
afs-72267	1419	7	(	(	PUNCT
afs-72267	1419	8	1971	1971	NUM
afs-72267	1419	9	)	)	PUNCT
afs-72267	1419	10	assumes	assume	VERB
afs-72267	1419	11	that	that	SCONJ
afs-72267	1419	12	private	private	ADJ
afs-72267	1419	13	research	research	NOUN
afs-72267	1419	14	was	be	AUX
afs-72267	1419	15	equal	equal	ADJ
afs-72267	1419	16	to	to	ADP
afs-72267	1419	17	public	public	ADJ
afs-72267	1419	18	research	research	NOUN
afs-72267	1419	19	in	in	ADP
afs-72267	1419	20	the	the	DET
afs-72267	1419	21	follow	follow	VERB
afs-72267	1419	22	-	-	PUNCT
afs-72267	1419	23	up	up	ADP
afs-72267	1419	24	study	study	NOUN
afs-72267	1419	25	of	of	ADP
afs-72267	1419	26	schultz	schultz	PROPN
afs-72267	1419	27	’	'	PUNCT
afs-72267	1419	28	(	(	PUNCT
afs-72267	1419	29	1953	1953	NUM
afs-72267	1419	30	)	)	PUNCT
afs-72267	1419	31	pioneering	pioneer	VERB
afs-72267	1419	32	calculation	calculation	NOUN
afs-72267	1419	33	.	.	PUNCT
afs-72267	1420	1	peterson	peterson	NOUN
afs-72267	1420	2	(	(	PUNCT
afs-72267	1420	3	1985	1985	NUM
afs-72267	1420	4	)	)	PUNCT
afs-72267	1420	5	maintains	maintain	VERB
afs-72267	1420	6	that	that	SCONJ
afs-72267	1420	7	the	the	DET
afs-72267	1420	8	value	value	NOUN
afs-72267	1420	9	of	of	ADP
afs-72267	1420	10	the	the	DET
afs-72267	1420	11	marginal	marginal	ADJ
afs-72267	1420	12	product	product	NOUN
afs-72267	1420	13	of	of	ADP
afs-72267	1420	14	newer	new	ADJ
afs-72267	1420	15	inputs	input	NOUN
afs-72267	1420	16	is	be	AUX
afs-72267	1420	17	higher	high	ADJ
afs-72267	1420	18	than	than	ADP
afs-72267	1420	19	their	their	PRON
afs-72267	1420	20	prices	price	NOUN
afs-72267	1420	21	,	,	PUNCT
afs-72267	1420	22	and	and	CCONJ
afs-72267	1420	23	that	that	SCONJ
afs-72267	1420	24	the	the	DET
afs-72267	1420	25	impact	impact	NOUN
afs-72267	1420	26	of	of	ADP
afs-72267	1420	27	private	private	ADJ
afs-72267	1420	28	research	research	NOUN
afs-72267	1420	29	is	be	AUX
afs-72267	1420	30	thus	thus	ADV
afs-72267	1420	31	higher	high	ADJ
afs-72267	1420	32	than	than	SCONJ
afs-72267	1420	33	prices	price	NOUN
afs-72267	1420	34	reflect	reflect	VERB
afs-72267	1420	35	.	.	PUNCT
afs-72267	1421	1	in	in	ADP
afs-72267	1421	2	other	other	ADJ
afs-72267	1421	3	words	word	NOUN
afs-72267	1421	4	,	,	PUNCT
afs-72267	1421	5	one	one	NUM
afs-72267	1421	6	kilogram	kilogram	NOUN
afs-72267	1421	7	of	of	ADP
afs-72267	1421	8	fertilizer	fertilizer	NOUN
afs-72267	1421	9	in	in	ADP
afs-72267	1421	10	1980	1980	NUM
afs-72267	1421	11	has	have	VERB
afs-72267	1421	12	a	a	DET
afs-72267	1421	13	bigger	big	ADJ
afs-72267	1421	14	effect	effect	NOUN
afs-72267	1421	15	on	on	ADP
afs-72267	1421	16	production	production	NOUN
afs-72267	1421	17	than	than	ADP
afs-72267	1421	18	one	one	NUM
afs-72267	1421	19	kilogram	kilogram	NOUN
afs-72267	1421	20	of	of	ADP
afs-72267	1421	21	fertilizer	fertilizer	NOUN
afs-72267	1421	22	in	in	ADP
afs-72267	1421	23	1950	1950	NUM
afs-72267	1421	24	.	.	PUNCT
afs-72267	1422	1	public	public	ADJ
afs-72267	1422	2	research	research	NOUN
afs-72267	1422	3	may	may	AUX
afs-72267	1422	4	catch	catch	VERB
afs-72267	1422	5	some	some	PRON
afs-72267	1422	6	of	of	ADP
afs-72267	1422	7	the	the	DET
afs-72267	1422	8	quality	quality	NOUN
afs-72267	1422	9	improvements	improvement	NOUN
afs-72267	1422	10	carried	carry	VERB
afs-72267	1422	11	out	out	ADP
afs-72267	1422	12	in	in	ADP
afs-72267	1422	13	the	the	DET
afs-72267	1422	14	private	private	ADJ
afs-72267	1422	15	sector	sector	NOUN
afs-72267	1422	16	in	in	ADP
afs-72267	1422	17	case	case	NOUN
afs-72267	1422	18	private	private	ADJ
afs-72267	1422	19	research	research	NOUN
afs-72267	1422	20	is	be	AUX
afs-72267	1422	21	not	not	PART
afs-72267	1422	22	considered	consider	VERB
afs-72267	1422	23	.	.	PUNCT
afs-72267	1423	1	on	on	ADP
afs-72267	1423	2	the	the	DET
afs-72267	1423	3	other	other	ADJ
afs-72267	1423	4	hand	hand	NOUN
afs-72267	1423	5	,	,	PUNCT
afs-72267	1423	6	one	one	PRON
afs-72267	1423	7	could	could	AUX
afs-72267	1423	8	argue	argue	VERB
afs-72267	1423	9	that	that	SCONJ
afs-72267	1423	10	the	the	DET
afs-72267	1423	11	private	private	ADJ
afs-72267	1423	12	sector	sector	NOUN
afs-72267	1423	13	transfers	transfer	VERB
afs-72267	1423	14	expenditures	expenditure	NOUN
afs-72267	1423	15	for	for	ADP
afs-72267	1423	16	research	research	NOUN
afs-72267	1423	17	on	on	ADP
afs-72267	1423	18	the	the	DET
afs-72267	1423	19	input	input	NOUN
afs-72267	1423	20	prices	price	NOUN
afs-72267	1423	21	(	(	PUNCT
afs-72267	1423	22	i.e.	i.e.	X
afs-72267	1423	23	the	the	DET
afs-72267	1423	24	external	external	ADJ
afs-72267	1423	25	inputs	input	NOUN
afs-72267	1423	26	)	)	PUNCT
afs-72267	1423	27	,	,	PUNCT
afs-72267	1423	28	and	and	CCONJ
afs-72267	1423	29	that	that	SCONJ
afs-72267	1423	30	farmers	farmer	NOUN
afs-72267	1423	31	in	in	ADP
afs-72267	1423	32	this	this	DET
afs-72267	1423	33	way	way	NOUN
afs-72267	1423	34	actually	actually	ADV
afs-72267	1423	35	pay	pay	VERB
afs-72267	1423	36	for	for	ADP
afs-72267	1423	37	the	the	DET
afs-72267	1423	38	research	research	NOUN
afs-72267	1423	39	carried	carry	VERB
afs-72267	1423	40	out	out	ADP
afs-72267	1423	41	by	by	ADP
afs-72267	1423	42	private	private	ADJ
afs-72267	1423	43	firms	firm	NOUN
afs-72267	1423	44	.	.	PUNCT
afs-72267	1424	1	one	one	NUM
afs-72267	1424	2	part	part	NOUN
afs-72267	1424	3	of	of	ADP
afs-72267	1424	4	the	the	DET
afs-72267	1424	5	prices	price	NOUN
afs-72267	1424	6	of	of	ADP
afs-72267	1424	7	purchased	purchase	VERB
afs-72267	1424	8	inputs	input	NOUN
afs-72267	1424	9	can	can	AUX
afs-72267	1424	10	be	be	AUX
afs-72267	1424	11	called	call	VERB
afs-72267	1424	12	a	a	DET
afs-72267	1424	13	“	"	PUNCT
afs-72267	1424	14	research	research	NOUN
afs-72267	1424	15	cost	cost	NOUN
afs-72267	1424	16	”	"	PUNCT
afs-72267	1424	17	.	.	PUNCT
afs-72267	1425	1	to	to	PART
afs-72267	1425	2	include	include	VERB
afs-72267	1425	3	the	the	DET
afs-72267	1425	4	private	private	ADJ
afs-72267	1425	5	research	research	NOUN
afs-72267	1425	6	would	would	AUX
afs-72267	1425	7	be	be	AUX
afs-72267	1425	8	to	to	PART
afs-72267	1425	9	count	count	VERB
afs-72267	1425	10	the	the	DET
afs-72267	1425	11	same	same	ADJ
afs-72267	1425	12	cost	cost	NOUN
afs-72267	1425	13	twice	twice	ADV
afs-72267	1425	14	as	as	ADP
afs-72267	1425	15	a	a	DET
afs-72267	1425	16	separate	separate	ADJ
afs-72267	1425	17	variable	variable	NOUN
afs-72267	1425	18	for	for	ADP
afs-72267	1425	19	external	external	ADJ
afs-72267	1425	20	inputs	input	NOUN
afs-72267	1425	21	has	have	AUX
afs-72267	1425	22	been	be	AUX
afs-72267	1425	23	included	include	VERB
afs-72267	1425	24	in	in	ADP
afs-72267	1425	25	the	the	DET
afs-72267	1425	26	model	model	NOUN
afs-72267	1425	27	.	.	PUNCT
afs-72267	1426	1	most	most	ADJ
afs-72267	1426	2	studies	study	NOUN
afs-72267	1426	3	seem	seem	VERB
afs-72267	1426	4	to	to	PART
afs-72267	1426	5	neglect	neglect	VERB
afs-72267	1426	6	this	this	DET
afs-72267	1426	7	important	important	ADJ
afs-72267	1426	8	issue	issue	NOUN
afs-72267	1426	9	,	,	PUNCT
afs-72267	1426	10	since	since	SCONJ
afs-72267	1426	11	some	some	DET
afs-72267	1426	12	studies	study	NOUN
afs-72267	1426	13	account	account	VERB
afs-72267	1426	14	for	for	ADP
afs-72267	1426	15	private	private	ADJ
afs-72267	1426	16	research	research	NOUN
afs-72267	1426	17	while	while	SCONJ
afs-72267	1426	18	others	other	NOUN
afs-72267	1426	19	do	do	VERB
afs-72267	1426	20	not	not	PART
afs-72267	1426	21	.	.	PUNCT
afs-72267	1427	1	in	in	ADP
afs-72267	1427	2	this	this	DET
afs-72267	1427	3	study	study	NOUN
afs-72267	1427	4	a	a	DET
afs-72267	1427	5	middle	middle	ADJ
afs-72267	1427	6	road	road	NOUN
afs-72267	1427	7	was	be	AUX
afs-72267	1427	8	chosen	choose	VERB
afs-72267	1427	9	.	.	PUNCT
afs-72267	1428	1	two	two	NUM
afs-72267	1428	2	different	different	ADJ
afs-72267	1428	3	research	research	NOUN
afs-72267	1428	4	variables	variable	NOUN
afs-72267	1428	5	are	be	AUX
afs-72267	1428	6	used	use	VERB
afs-72267	1428	7	parallelly	parallelly	ADV
afs-72267	1428	8	in	in	ADP
afs-72267	1428	9	the	the	DET
afs-72267	1428	10	estimation	estimation	NOUN
afs-72267	1428	11	procedures	procedure	NOUN
afs-72267	1428	12	.	.	PUNCT
afs-72267	1429	1	one	one	NUM
afs-72267	1429	2	measures	measure	NOUN
afs-72267	1429	3	only	only	ADV
afs-72267	1429	4	the	the	DET
afs-72267	1429	5	public	public	ADJ
afs-72267	1429	6	research	research	NOUN
afs-72267	1429	7	input	input	NOUN
afs-72267	1429	8	,	,	PUNCT
afs-72267	1429	9	whereas	whereas	SCONJ
afs-72267	1429	10	the	the	DET
afs-72267	1429	11	other	other	ADJ
afs-72267	1429	12	measures	measure	NOUN
afs-72267	1429	13	the	the	DET
afs-72267	1429	14	total	total	ADJ
afs-72267	1429	15	private	private	ADJ
afs-72267	1429	16	305	305	NUM
afs-72267	1429	17	and	and	CCONJ
afs-72267	1429	18	public	public	ADJ
afs-72267	1429	19	research	research	NOUN
afs-72267	1429	20	input	input	NOUN
afs-72267	1429	21	.	.	PUNCT
afs-72267	1430	1	the	the	DET
afs-72267	1430	2	data	datum	NOUN
afs-72267	1430	3	for	for	ADP
afs-72267	1430	4	the	the	DET
afs-72267	1430	5	public	public	ADJ
afs-72267	1430	6	sector	sector	NOUN
afs-72267	1430	7	has	have	AUX
afs-72267	1430	8	already	already	ADV
afs-72267	1430	9	been	be	AUX
afs-72267	1430	10	reported	report	VERB
afs-72267	1430	11	earlier	early	ADV
afs-72267	1430	12	in	in	ADP
afs-72267	1430	13	this	this	DET
afs-72267	1430	14	chapter	chapter	NOUN
afs-72267	1430	15	(	(	PUNCT
afs-72267	1430	16	4.7	4.7	NUM
afs-72267	1430	17	.	.	PUNCT
afs-72267	1430	18	)	)	PUNCT
afs-72267	1430	19	.	.	PUNCT
afs-72267	1431	1	the	the	DET
afs-72267	1431	2	information	information	NOUN
afs-72267	1431	3	about	about	ADP
afs-72267	1431	4	the	the	DET
afs-72267	1431	5	research	research	NOUN
afs-72267	1431	6	expenditures	expenditure	NOUN
afs-72267	1431	7	of	of	ADP
afs-72267	1431	8	the	the	DET
afs-72267	1431	9	private	private	ADJ
afs-72267	1431	10	sector	sector	NOUN
afs-72267	1431	11	is	be	AUX
afs-72267	1431	12	deficient	deficient	ADJ
afs-72267	1431	13	,	,	PUNCT
afs-72267	1431	14	and	and	CCONJ
afs-72267	1431	15	the	the	DET
afs-72267	1431	16	estimates	estimate	NOUN
afs-72267	1431	17	of	of	ADP
afs-72267	1431	18	the	the	DET
afs-72267	1431	19	elasticity	elasticity	NOUN
afs-72267	1431	20	with	with	ADP
afs-72267	1431	21	respect	respect	NOUN
afs-72267	1431	22	to	to	ADP
afs-72267	1431	23	total	total	ADJ
afs-72267	1431	24	research	research	NOUN
afs-72267	1431	25	must	must	AUX
afs-72267	1431	26	therefore	therefore	ADV
afs-72267	1431	27	be	be	AUX
afs-72267	1431	28	seen	see	VERB
afs-72267	1431	29	with	with	ADP
afs-72267	1431	30	caution	caution	NOUN
afs-72267	1431	31	.	.	PUNCT
afs-72267	1432	1	first	first	ADV
afs-72267	1432	2	of	of	ADP
afs-72267	1432	3	all	all	PRON
afs-72267	1432	4	,	,	PUNCT
afs-72267	1432	5	it	it	PRON
afs-72267	1432	6	has	have	VERB
afs-72267	1432	7	to	to	PART
afs-72267	1432	8	be	be	AUX
afs-72267	1432	9	noted	note	VERB
afs-72267	1432	10	that	that	SCONJ
afs-72267	1432	11	expenditures	expenditure	NOUN
afs-72267	1432	12	only	only	ADV
afs-72267	1432	13	cover	cover	VERB
afs-72267	1432	14	part	part	NOUN
afs-72267	1432	15	of	of	ADP
afs-72267	1432	16	the	the	DET
afs-72267	1432	17	aggregate	aggregate	ADJ
afs-72267	1432	18	expenditures	expenditure	NOUN
afs-72267	1432	19	invested	invest	VERB
afs-72267	1432	20	in	in	ADP
afs-72267	1432	21	research	research	NOUN
afs-72267	1432	22	by	by	ADP
afs-72267	1432	23	finnish	finnish	ADJ
afs-72267	1432	24	firms	firm	NOUN
afs-72267	1432	25	.	.	PUNCT
afs-72267	1433	1	the	the	DET
afs-72267	1433	2	following	follow	VERB
afs-72267	1433	3	procedure	procedure	NOUN
afs-72267	1433	4	was	be	AUX
afs-72267	1433	5	used	use	VERB
afs-72267	1433	6	to	to	PART
afs-72267	1433	7	construct	construct	VERB
afs-72267	1433	8	a	a	DET
afs-72267	1433	9	variable	variable	NOUN
afs-72267	1433	10	for	for	ADP
afs-72267	1433	11	total	total	ADJ
afs-72267	1433	12	agricultural	agricultural	ADJ
afs-72267	1433	13	research	research	NOUN
afs-72267	1433	14	in	in	ADP
afs-72267	1433	15	1950—1984	1950—1984	PROPN
afs-72267	1433	16	that	that	PRON
afs-72267	1433	17	would	would	AUX
afs-72267	1433	18	include	include	VERB
afs-72267	1433	19	both	both	CCONJ
afs-72267	1433	20	the	the	DET
afs-72267	1433	21	private	private	ADJ
afs-72267	1433	22	and	and	CCONJ
afs-72267	1433	23	the	the	DET
afs-72267	1433	24	public	public	ADJ
afs-72267	1433	25	sectors	sector	NOUN
afs-72267	1433	26	.	.	PUNCT
afs-72267	1434	1	to	to	PART
afs-72267	1434	2	start	start	VERB
afs-72267	1434	3	with	with	ADP
afs-72267	1434	4	,	,	PUNCT
afs-72267	1434	5	eight	eight	NUM
afs-72267	1434	6	of	of	ADP
afs-72267	1434	7	the	the	DET
afs-72267	1434	8	most	most	ADV
afs-72267	1434	9	important	important	ADJ
afs-72267	1434	10	companies	company	NOUN
afs-72267	1434	11	dealing	deal	VERB
afs-72267	1434	12	with	with	ADP
afs-72267	1434	13	agricultural	agricultural	ADJ
afs-72267	1434	14	research	research	NOUN
afs-72267	1434	15	were	be	AUX
afs-72267	1434	16	contacted	contact	VERB
afs-72267	1434	17	.	.	PUNCT
afs-72267	1435	1	statements	statement	NOUN
afs-72267	1435	2	on	on	ADP
afs-72267	1435	3	research	research	NOUN
afs-72267	1435	4	expenditures	expenditure	NOUN
afs-72267	1435	5	for	for	ADP
afs-72267	1435	6	improving	improve	VERB
afs-72267	1435	7	inputs	input	NOUN
afs-72267	1435	8	used	use	VERB
afs-72267	1435	9	in	in	ADP
afs-72267	1435	10	agricultural	agricultural	ADJ
afs-72267	1435	11	production	production	NOUN
afs-72267	1435	12	were	be	AUX
afs-72267	1435	13	received	receive	VERB
afs-72267	1435	14	.	.	PUNCT
afs-72267	1436	1	however	however	ADV
afs-72267	1436	2	,	,	PUNCT
afs-72267	1436	3	only	only	ADV
afs-72267	1436	4	a	a	DET
afs-72267	1436	5	few	few	ADJ
afs-72267	1436	6	firms	firm	NOUN
afs-72267	1436	7	gave	give	VERB
afs-72267	1436	8	information	information	NOUN
afs-72267	1436	9	that	that	PRON
afs-72267	1436	10	covered	cover	VERB
afs-72267	1436	11	the	the	DET
afs-72267	1436	12	whole	whole	ADJ
afs-72267	1436	13	period	period	NOUN
afs-72267	1436	14	.	.	PUNCT
afs-72267	1437	1	the	the	DET
afs-72267	1437	2	data	datum	NOUN
afs-72267	1437	3	was	be	AUX
afs-72267	1437	4	therefore	therefore	ADV
afs-72267	1437	5	reliable	reliable	ADJ
afs-72267	1437	6	for	for	ADP
afs-72267	1437	7	all	all	DET
afs-72267	1437	8	the	the	DET
afs-72267	1437	9	companies	company	NOUN
afs-72267	1437	10	only	only	ADV
afs-72267	1437	11	for	for	ADP
afs-72267	1437	12	the	the	DET
afs-72267	1437	13	1980s	1980s	NUM
afs-72267	1437	14	.	.	PUNCT
afs-72267	1438	1	in	in	ADP
afs-72267	1438	2	addition	addition	NOUN
afs-72267	1438	3	,	,	PUNCT
afs-72267	1438	4	some	some	PRON
afs-72267	1438	5	of	of	ADP
afs-72267	1438	6	the	the	DET
afs-72267	1438	7	companies	company	NOUN
afs-72267	1438	8	could	could	AUX
afs-72267	1438	9	give	give	VERB
afs-72267	1438	10	exact	exact	ADJ
afs-72267	1438	11	information	information	NOUN
afs-72267	1438	12	only	only	ADV
afs-72267	1438	13	about	about	ADP
afs-72267	1438	14	operating	operate	VERB
afs-72267	1438	15	expenditures	expenditure	NOUN
afs-72267	1438	16	,	,	PUNCT
afs-72267	1438	17	not	not	PART
afs-72267	1438	18	on	on	ADP
afs-72267	1438	19	capital	capital	NOUN
afs-72267	1438	20	outlays	outlay	NOUN
afs-72267	1438	21	.	.	PUNCT
afs-72267	1439	1	the	the	DET
afs-72267	1439	2	companies	company	NOUN
afs-72267	1439	3	that	that	PRON
afs-72267	1439	4	were	be	AUX
afs-72267	1439	5	willing	willing	ADJ
afs-72267	1439	6	to	to	PART
afs-72267	1439	7	give	give	VERB
afs-72267	1439	8	statements	statement	NOUN
afs-72267	1439	9	on	on	ADP
afs-72267	1439	10	their	their	PRON
afs-72267	1439	11	capital	capital	NOUN
afs-72267	1439	12	outlays	outlay	NOUN
afs-72267	1439	13	differed	differ	VERB
afs-72267	1439	14	clearly	clearly	ADV
afs-72267	1439	15	as	as	ADP
afs-72267	1439	16	to	to	ADP
afs-72267	1439	17	the	the	DET
afs-72267	1439	18	relation	relation	NOUN
afs-72267	1439	19	of	of	ADP
afs-72267	1439	20	operating	operating	NOUN
afs-72267	1439	21	costs	cost	NOUN
afs-72267	1439	22	to	to	ADP
afs-72267	1439	23	capital	capital	NOUN
afs-72267	1439	24	outlays	outlay	NOUN
afs-72267	1439	25	.	.	PUNCT
afs-72267	1440	1	a	a	DET
afs-72267	1440	2	simplifying	simplifying	NOUN
afs-72267	1440	3	assumption	assumption	NOUN
afs-72267	1440	4	is	be	AUX
afs-72267	1440	5	therefore	therefore	ADV
afs-72267	1440	6	necessary	necessary	ADJ
afs-72267	1440	7	.	.	PUNCT
afs-72267	1441	1	it	it	PRON
afs-72267	1441	2	is	be	AUX
afs-72267	1441	3	assumed	assume	VERB
afs-72267	1441	4	that	that	SCONJ
afs-72267	1441	5	capital	capital	NOUN
afs-72267	1441	6	costs	cost	NOUN
afs-72267	1441	7	equal	equal	ADJ
afs-72267	1441	8	half	half	NOUN
afs-72267	1441	9	of	of	ADP
afs-72267	1441	10	the	the	DET
afs-72267	1441	11	operating	operating	NOUN
afs-72267	1441	12	expenses	expense	NOUN
afs-72267	1441	13	.	.	PUNCT
afs-72267	1442	1	this	this	DET
afs-72267	1442	2	assumption	assumption	NOUN
afs-72267	1442	3	enables	enable	VERB
afs-72267	1442	4	an	an	DET
afs-72267	1442	5	estimation	estimation	NOUN
afs-72267	1442	6	of	of	ADP
afs-72267	1442	7	all	all	DET
afs-72267	1442	8	expenditures	expenditure	NOUN
afs-72267	1442	9	for	for	ADP
afs-72267	1442	10	the	the	DET
afs-72267	1442	11	private	private	ADJ
afs-72267	1442	12	sector	sector	NOUN
afs-72267	1442	13	.	.	PUNCT
afs-72267	1443	1	a	a	DET
afs-72267	1443	2	time	time	NOUN
afs-72267	1443	3	series	series	NOUN
afs-72267	1443	4	of	of	ADP
afs-72267	1443	5	total	total	ADJ
afs-72267	1443	6	private	private	ADJ
afs-72267	1443	7	expenditures	expenditure	NOUN
afs-72267	1443	8	in	in	ADP
afs-72267	1443	9	1950—1984	1950—1984	PROPN
afs-72267	1443	10	can	can	AUX
afs-72267	1443	11	be	be	AUX
afs-72267	1443	12	constructed	construct	VERB
afs-72267	1443	13	for	for	ADP
afs-72267	1443	14	the	the	DET
afs-72267	1443	15	private	private	ADJ
afs-72267	1443	16	sector	sector	NOUN
afs-72267	1443	17	,	,	PUNCT
afs-72267	1443	18	based	base	VERB
afs-72267	1443	19	on	on	ADP
afs-72267	1443	20	the	the	DET
afs-72267	1443	21	assumption	assumption	NOUN
afs-72267	1443	22	that	that	SCONJ
afs-72267	1443	23	the	the	DET
afs-72267	1443	24	expenditures	expenditure	NOUN
afs-72267	1443	25	have	have	AUX
afs-72267	1443	26	grown	grow	VERB
afs-72267	1443	27	at	at	ADP
afs-72267	1443	28	the	the	DET
afs-72267	1443	29	same	same	ADJ
afs-72267	1443	30	rate	rate	NOUN
afs-72267	1443	31	as	as	ADP
afs-72267	1443	32	for	for	ADP
afs-72267	1443	33	the	the	DET
afs-72267	1443	34	few	few	ADJ
afs-72267	1443	35	companies	company	NOUN
afs-72267	1443	36	that	that	PRON
afs-72267	1443	37	provided	provide	VERB
afs-72267	1443	38	information	information	NOUN
afs-72267	1443	39	about	about	ADP
afs-72267	1443	40	their	their	PRON
afs-72267	1443	41	expenses	expense	NOUN
afs-72267	1443	42	for	for	ADP
afs-72267	1443	43	the	the	DET
afs-72267	1443	44	whole	whole	ADJ
afs-72267	1443	45	period	period	NOUN
afs-72267	1443	46	1950—1984	1950—1984	PROPN
afs-72267	1443	47	.	.	PUNCT
afs-72267	1444	1	the	the	DET
afs-72267	1444	2	time	time	NOUN
afs-72267	1444	3	series	series	PROPN
afs-72267	1444	4	calculatedby	calculatedby	ADP
afs-72267	1444	5	such	such	ADJ
afs-72267	1444	6	assumptions	assumption	NOUN
afs-72267	1444	7	was	be	AUX
afs-72267	1444	8	then	then	ADV
afs-72267	1444	9	deflated	deflate	VERB
afs-72267	1444	10	by	by	ADP
afs-72267	1444	11	the	the	DET
afs-72267	1444	12	gdp	gdp	NOUN
afs-72267	1444	13	market	market	NOUN
afs-72267	1444	14	price	price	NOUN
afs-72267	1444	15	index	index	NOUN
afs-72267	1444	16	.	.	PUNCT
afs-72267	1445	1	the	the	DET
afs-72267	1445	2	index	index	NOUN
afs-72267	1445	3	series	series	NOUN
afs-72267	1445	4	obtained	obtain	VERB
afs-72267	1445	5	is	be	AUX
afs-72267	1445	6	presented	present	VERB
afs-72267	1445	7	in	in	ADP
afs-72267	1445	8	appendix	appendix	NOUN
afs-72267	1445	9	2	2	NUM
afs-72267	1445	10	.	.	PUNCT
afs-72267	1446	1	in	in	ADP
afs-72267	1446	2	figure	figure	NOUN
afs-72267	1446	3	14	14	NUM
afs-72267	1446	4	a	a	DET
afs-72267	1446	5	graphic	graphic	ADJ
afs-72267	1446	6	illustration	illustration	NOUN
afs-72267	1446	7	of	of	ADP
afs-72267	1446	8	the	the	DET
afs-72267	1446	9	index	index	NOUN
afs-72267	1446	10	series	series	NOUN
afs-72267	1446	11	is	be	AUX
afs-72267	1446	12	given	give	VERB
afs-72267	1446	13	.	.	PUNCT
afs-72267	1447	1	a	a	DET
afs-72267	1447	2	clear	clear	ADJ
afs-72267	1447	3	warning	warning	NOUN
afs-72267	1447	4	must	must	AUX
afs-72267	1447	5	be	be	AUX
afs-72267	1447	6	given	give	VERB
afs-72267	1447	7	that	that	SCONJ
afs-72267	1447	8	the	the	DET
afs-72267	1447	9	data	data	NOUN
afs-72267	1447	10	is	be	AUX
afs-72267	1447	11	unsatisfactoryand	unsatisfactoryand	NOUN
afs-72267	1447	12	that	that	SCONJ
afs-72267	1447	13	the	the	DET
afs-72267	1447	14	calculated	calculate	VERB
afs-72267	1447	15	value	value	NOUN
afs-72267	1447	16	marginal	marginal	ADJ
afs-72267	1447	17	products	product	NOUN
afs-72267	1447	18	for	for	ADP
afs-72267	1447	19	the	the	DET
afs-72267	1447	20	total	total	ADJ
afs-72267	1447	21	public	public	NOUN
afs-72267	1447	22	and	and	CCONJ
afs-72267	1447	23	fig	fig	NOUN
afs-72267	1447	24	.	.	PUNCT
afs-72267	1448	1	14	14	NUM
afs-72267	1448	2	.	.	PUNCT
afs-72267	1449	1	the	the	DET
afs-72267	1449	2	development	development	NOUN
afs-72267	1449	3	of	of	ADP
afs-72267	1449	4	the	the	DET
afs-72267	1449	5	public	public	NOUN
afs-72267	1449	6	and	and	CCONJ
afs-72267	1449	7	the	the	DET
afs-72267	1449	8	total	total	ADJ
afs-72267	1449	9	research	research	NOUN
afs-72267	1449	10	input	input	NOUN
afs-72267	1449	11	and	and	CCONJ
afs-72267	1449	12	of	of	ADP
afs-72267	1449	13	agricultural	agricultural	ADJ
afs-72267	1449	14	production	production	NOUN
afs-72267	1449	15	in	in	ADP
afs-72267	1449	16	1950—1984	1950—1984	PROPN
afs-72267	1449	17	.	.	PUNCT
afs-72267	1450	1	306	306	NUM
afs-72267	1450	2	private	private	ADJ
afs-72267	1450	3	research	research	NOUN
afs-72267	1450	4	should	should	AUX
afs-72267	1450	5	not	not	PART
afs-72267	1450	6	be	be	AUX
afs-72267	1450	7	taken	take	VERB
afs-72267	1450	8	literally	literally	ADV
afs-72267	1450	9	.	.	PUNCT
afs-72267	1451	1	too	too	ADV
afs-72267	1451	2	little	little	ADJ
afs-72267	1451	3	of	of	ADP
afs-72267	1451	4	the	the	DET
afs-72267	1451	5	expenditures	expenditure	NOUN
afs-72267	1451	6	on	on	ADP
afs-72267	1451	7	research	research	NOUN
afs-72267	1451	8	by	by	ADP
afs-72267	1451	9	the	the	DET
afs-72267	1451	10	private	private	ADJ
afs-72267	1451	11	sector	sector	NOUN
afs-72267	1451	12	have	have	AUX
afs-72267	1451	13	been	be	AUX
afs-72267	1451	14	included	include	VERB
afs-72267	1451	15	.	.	PUNCT
afs-72267	1452	1	the	the	DET
afs-72267	1452	2	best	good	ADJ
afs-72267	1452	3	way	way	NOUN
afs-72267	1452	4	to	to	PART
afs-72267	1452	5	interpret	interpret	VERB
afs-72267	1452	6	the	the	DET
afs-72267	1452	7	estimates	estimate	NOUN
afs-72267	1452	8	is	be	AUX
afs-72267	1452	9	therefore	therefore	ADV
afs-72267	1452	10	to	to	PART
afs-72267	1452	11	see	see	VERB
afs-72267	1452	12	them	they	PRON
afs-72267	1452	13	in	in	ADP
afs-72267	1452	14	relation	relation	NOUN
afs-72267	1452	15	to	to	ADP
afs-72267	1452	16	the	the	DET
afs-72267	1452	17	coefficients	coefficient	NOUN
afs-72267	1452	18	estimated	estimate	VERB
afs-72267	1452	19	only	only	ADV
afs-72267	1452	20	on	on	ADP
afs-72267	1452	21	the	the	DET
afs-72267	1452	22	basis	basis	NOUN
afs-72267	1452	23	of	of	ADP
afs-72267	1452	24	the	the	DET
afs-72267	1452	25	public	public	ADJ
afs-72267	1452	26	research	research	NOUN
afs-72267	1452	27	input	input	NOUN
afs-72267	1452	28	.	.	PUNCT
afs-72267	1453	1	seen	see	VERB
afs-72267	1453	2	in	in	ADP
afs-72267	1453	3	this	this	DET
afs-72267	1453	4	way	way	NOUN
afs-72267	1453	5	,	,	PUNCT
afs-72267	1453	6	the	the	DET
afs-72267	1453	7	total	total	ADJ
afs-72267	1453	8	research	research	NOUN
afs-72267	1453	9	input	input	NOUN
afs-72267	1453	10	provides	provide	VERB
afs-72267	1453	11	some	some	DET
afs-72267	1453	12	complementary	complementary	ADJ
afs-72267	1453	13	facts	fact	NOUN
afs-72267	1453	14	to	to	ADP
afs-72267	1453	15	the	the	DET
afs-72267	1453	16	results	result	NOUN
afs-72267	1453	17	based	base	VERB
afs-72267	1453	18	solely	solely	ADV
afs-72267	1453	19	on	on	ADP
afs-72267	1453	20	the	the	DET
afs-72267	1453	21	public	public	ADJ
afs-72267	1453	22	research	research	NOUN
afs-72267	1453	23	expenditures	expenditure	NOUN
afs-72267	1453	24	.	.	PUNCT
afs-72267	1454	1	307	307	NUM
afs-72267	1454	2	5	5	NUM
afs-72267	1454	3	.	.	PUNCT
afs-72267	1454	4	presentation	presentation	NOUN
afs-72267	1454	5	of	of	ADP
afs-72267	1454	6	the	the	DET
afs-72267	1454	7	results	result	NOUN
afs-72267	1454	8	5.1	5.1	NUM
afs-72267	1454	9	.	.	PUNCT
afs-72267	1455	1	the	the	DET
afs-72267	1455	2	research	research	NOUN
afs-72267	1455	3	input	input	NOUN
afs-72267	1455	4	measured	measure	VERB
afs-72267	1455	5	as	as	ADP
afs-72267	1455	6	a	a	DET
afs-72267	1455	7	flow	flow	NOUN
afs-72267	1455	8	various	various	ADJ
afs-72267	1455	9	specifications	specification	NOUN
afs-72267	1455	10	of	of	ADP
afs-72267	1455	11	the	the	DET
afs-72267	1455	12	production	production	NOUN
afs-72267	1455	13	function	function	NOUN
afs-72267	1455	14	have	have	AUX
afs-72267	1455	15	been	be	AUX
afs-72267	1455	16	formulated	formulate	VERB
afs-72267	1455	17	in	in	ADP
afs-72267	1455	18	chapter	chapter	NOUN
afs-72267	1455	19	3	3	NUM
afs-72267	1455	20	.	.	PUNCT
afs-72267	1456	1	the	the	DET
afs-72267	1456	2	most	most	ADV
afs-72267	1456	3	important	important	ADJ
afs-72267	1456	4	distinctions	distinction	NOUN
afs-72267	1456	5	are	be	AUX
afs-72267	1456	6	those	those	PRON
afs-72267	1456	7	between	between	ADP
afs-72267	1456	8	1	1	NUM
afs-72267	1456	9	.	.	NOUN
afs-72267	1456	10	specification	specification	NOUN
afs-72267	1456	11	of	of	ADP
afs-72267	1456	12	the	the	DET
afs-72267	1456	13	research	research	NOUN
afs-72267	1456	14	variable	variable	NOUN
afs-72267	1456	15	as	as	ADP
afs-72267	1456	16	a	a	DET
afs-72267	1456	17	flow	flow	NOUN
afs-72267	1456	18	of	of	ADP
afs-72267	1456	19	annual	annual	ADJ
afs-72267	1456	20	funds	fund	NOUN
afs-72267	1456	21	or	or	CCONJ
afs-72267	1456	22	as	as	ADP
afs-72267	1456	23	a	a	DET
afs-72267	1456	24	stock	stock	NOUN
afs-72267	1456	25	of	of	ADP
afs-72267	1456	26	research	research	NOUN
afs-72267	1456	27	capital	capital	NOUN
afs-72267	1456	28	;	;	PUNCT
afs-72267	1456	29	2	2	X
afs-72267	1456	30	.	.	X
afs-72267	1456	31	a	a	DET
afs-72267	1456	32	linear	linear	NOUN
afs-72267	1456	33	or	or	CCONJ
afs-72267	1456	34	a	a	DET
afs-72267	1456	35	cobb	cobb	PROPN
afs-72267	1456	36	-	-	PUNCT
afs-72267	1456	37	douglas	douglas	PROPN
afs-72267	1456	38	form	form	NOUN
afs-72267	1456	39	of	of	ADP
afs-72267	1456	40	the	the	DET
afs-72267	1456	41	production	production	NOUN
afs-72267	1456	42	function	function	NOUN
afs-72267	1456	43	;	;	PUNCT
afs-72267	1456	44	3	3	X
afs-72267	1456	45	.	.	PUNCT
afs-72267	1457	1	an	an	DET
afs-72267	1457	2	unlagged	unlagged	ADJ
afs-72267	1457	3	or	or	CCONJ
afs-72267	1457	4	a	a	DET
afs-72267	1457	5	lagged	lag	VERB
afs-72267	1457	6	research	research	NOUN
afs-72267	1457	7	variable	variable	NOUN
afs-72267	1457	8	;	;	PUNCT
afs-72267	1457	9	4	4	X
afs-72267	1457	10	.	.	X
afs-72267	1458	1	a	a	DET
afs-72267	1458	2	public	public	ADJ
afs-72267	1458	3	research	research	NOUN
afs-72267	1458	4	variable	variable	NOUN
afs-72267	1458	5	or	or	CCONJ
afs-72267	1458	6	a	a	DET
afs-72267	1458	7	total	total	ADJ
afs-72267	1458	8	research	research	NOUN
afs-72267	1458	9	variable	variable	NOUN
afs-72267	1458	10	;	;	PUNCT
afs-72267	1458	11	5	5	NUM
afs-72267	1458	12	.	.	X
afs-72267	1458	13	traditional	traditional	ADJ
afs-72267	1458	14	input	input	NOUN
afs-72267	1458	15	variables	variable	NOUN
afs-72267	1458	16	capital	capital	NOUN
afs-72267	1458	17	,	,	PUNCT
afs-72267	1458	18	labour	labour	NOUN
afs-72267	1458	19	,	,	PUNCT
afs-72267	1458	20	external	external	ADJ
afs-72267	1458	21	inputs	input	NOUN
afs-72267	1458	22	(	(	PUNCT
afs-72267	1458	23	and	and	CCONJ
afs-72267	1458	24	production	production	NOUN
afs-72267	1458	25	)	)	PUNCT
afs-72267	1458	26	specified	specify	VERB
afs-72267	1458	27	at	at	ADP
afs-72267	1458	28	aggregate	aggregate	ADJ
afs-72267	1458	29	or	or	CCONJ
afs-72267	1458	30	at	at	ADP
afs-72267	1458	31	per	per	ADP
afs-72267	1458	32	farm	farm	NOUN
afs-72267	1458	33	level	level	NOUN
afs-72267	1458	34	.	.	PUNCT
afs-72267	1459	1	the	the	DET
afs-72267	1459	2	following	follow	VERB
afs-72267	1459	3	figure	figure	NOUN
afs-72267	1459	4	15	15	NUM
afs-72267	1459	5	illustrates	illustrate	VERB
afs-72267	1459	6	the	the	DET
afs-72267	1459	7	various	various	ADJ
afs-72267	1459	8	alternatives	alternative	NOUN
afs-72267	1459	9	for	for	ADP
afs-72267	1459	10	specification	specification	NOUN
afs-72267	1459	11	used	use	VERB
afs-72267	1459	12	in	in	ADP
afs-72267	1459	13	this	this	DET
afs-72267	1459	14	study	study	NOUN
afs-72267	1459	15	:	:	PUNCT
afs-72267	1459	16	reported	report	VERB
afs-72267	1459	17	in	in	ADP
afs-72267	1459	18	sections	section	NOUN
afs-72267	1459	19	5.1	5.1	NUM
afs-72267	1459	20	.	.	PUNCT
afs-72267	1460	1	and	and	CCONJ
afs-72267	1460	2	5.2	5.2	NUM
afs-72267	1460	3	.	.	PUNCT
afs-72267	1461	1	the	the	DET
afs-72267	1461	2	regressions	regression	NOUN
afs-72267	1461	3	that	that	PRON
afs-72267	1461	4	include	include	VERB
afs-72267	1461	5	a	a	DET
afs-72267	1461	6	stock	stock	NOUN
afs-72267	1461	7	of	of	ADP
afs-72267	1461	8	research	research	NOUN
afs-72267	1461	9	capital	capital	NOUN
afs-72267	1461	10	are	be	AUX
afs-72267	1461	11	presented	present	VERB
afs-72267	1461	12	in	in	ADP
afs-72267	1461	13	section	section	NOUN
afs-72267	1461	14	5.3	5.3	NUM
afs-72267	1461	15	.	.	PUNCT
afs-72267	1462	1	section	section	NOUN
afs-72267	1462	2	5.1	5.1	NUM
afs-72267	1462	3	.	.	PUNCT
afs-72267	1463	1	analyses	analyse	VERB
afs-72267	1463	2	the	the	DET
afs-72267	1463	3	results	result	NOUN
afs-72267	1463	4	of	of	ADP
afs-72267	1463	5	specifications	specification	NOUN
afs-72267	1463	6	with	with	ADP
afs-72267	1463	7	no	no	DET
afs-72267	1463	8	lags	lag	NOUN
afs-72267	1463	9	included	include	VERB
afs-72267	1463	10	for	for	SCONJ
afs-72267	1463	11	the	the	DET
afs-72267	1463	12	research	research	NOUN
afs-72267	1463	13	variable	variable	NOUN
afs-72267	1463	14	specified	specify	VERB
afs-72267	1463	15	as	as	ADP
afs-72267	1463	16	a	a	DET
afs-72267	1463	17	flow	flow	NOUN
afs-72267	1463	18	.	.	PUNCT
afs-72267	1464	1	for	for	ADP
afs-72267	1464	2	each	each	DET
afs-72267	1464	3	unlagged	unlagged	ADJ
afs-72267	1464	4	research	research	NOUN
afs-72267	1464	5	variable	variable	NOUN
afs-72267	1464	6	the	the	DET
afs-72267	1464	7	traditional	traditional	ADJ
afs-72267	1464	8	inputs	input	NOUN
afs-72267	1464	9	have	have	AUX
afs-72267	1464	10	been	be	AUX
afs-72267	1464	11	specified	specify	VERB
afs-72267	1464	12	in	in	ADP
afs-72267	1464	13	two	two	NUM
afs-72267	1464	14	ways	way	NOUN
afs-72267	1464	15	,	,	PUNCT
afs-72267	1464	16	on	on	ADP
afs-72267	1464	17	aggregate	aggregate	ADJ
afs-72267	1464	18	and	and	CCONJ
afs-72267	1464	19	on	on	ADP
afs-72267	1464	20	farm	farm	NOUN
afs-72267	1464	21	level	level	NOUN
afs-72267	1464	22	.	.	PUNCT
afs-72267	1465	1	sensitivity	sensitivity	NOUN
afs-72267	1465	2	analysis	analysis	NOUN
afs-72267	1465	3	is	be	AUX
afs-72267	1465	4	applied	apply	VERB
afs-72267	1465	5	so	so	SCONJ
afs-72267	1465	6	that	that	SCONJ
afs-72267	1465	7	in	in	ADP
afs-72267	1465	8	the	the	DET
afs-72267	1465	9	regressions	regression	NOUN
afs-72267	1465	10	,	,	PUNCT
afs-72267	1465	11	the	the	DET
afs-72267	1465	12	extension	extension	NOUN
afs-72267	1465	13	factor	factor	NOUN
afs-72267	1465	14	is	be	AUX
afs-72267	1465	15	added	add	VERB
afs-72267	1465	16	later	later	ADV
afs-72267	1465	17	.	.	PUNCT
afs-72267	1466	1	the	the	DET
afs-72267	1466	2	internal	internal	ADJ
afs-72267	1466	3	correlation	correlation	NOUN
afs-72267	1466	4	between	between	ADP
afs-72267	1466	5	explaining	explain	VERB
afs-72267	1466	6	variables	variable	NOUN
afs-72267	1466	7	is	be	AUX
afs-72267	1466	8	examined	examine	VERB
afs-72267	1466	9	,	,	PUNCT
afs-72267	1466	10	and	and	CCONJ
afs-72267	1466	11	the	the	DET
afs-72267	1466	12	results	result	NOUN
afs-72267	1466	13	of	of	ADP
afs-72267	1466	14	ridge	ridge	NOUN
afs-72267	1466	15	regressions	regression	NOUN
afs-72267	1466	16	are	be	AUX
afs-72267	1466	17	reported	report	VERB
afs-72267	1466	18	.	.	PUNCT
afs-72267	1467	1	the	the	DET
afs-72267	1467	2	regression	regression	NOUN
afs-72267	1467	3	results	result	VERB
afs-72267	1467	4	from	from	ADP
afs-72267	1467	5	autoregressive	autoregressive	ADJ
afs-72267	1467	6	models	model	NOUN
afs-72267	1467	7	of	of	ADP
afs-72267	1467	8	the	the	DET
afs-72267	1467	9	first	first	ADJ
afs-72267	1467	10	and	and	CCONJ
afs-72267	1467	11	second	second	ADJ
afs-72267	1467	12	order	order	NOUN
afs-72267	1467	13	(	(	PUNCT
afs-72267	1467	14	without	without	ADP
afs-72267	1467	15	any	any	DET
afs-72267	1467	16	lag	lag	NOUN
afs-72267	1467	17	)	)	PUNCT
afs-72267	1467	18	are	be	AUX
afs-72267	1467	19	reported	report	VERB
afs-72267	1467	20	,	,	PUNCT
afs-72267	1467	21	and	and	CCONJ
afs-72267	1467	22	cobb	cobb	PROPN
afs-72267	1467	23	-	-	PUNCT
afs-72267	1467	24	douglas	douglas	PROPN
afs-72267	1467	25	regressions	regression	NOUN
afs-72267	1467	26	for	for	ADP
afs-72267	1467	27	the	the	DET
afs-72267	1467	28	shorter	short	ADJ
afs-72267	1467	29	periods	period	NOUN
afs-72267	1467	30	1950—1969	1950—1969	ADV
afs-72267	1467	31	and	and	CCONJ
afs-72267	1467	32	1965—1984	1965—1984	PRON
afs-72267	1467	33	are	be	AUX
afs-72267	1467	34	finally	finally	ADV
afs-72267	1467	35	summarized	summarize	VERB
afs-72267	1467	36	.	.	PUNCT
afs-72267	1468	1	section	section	NOUN
afs-72267	1468	2	5.2	5.2	NUM
afs-72267	1468	3	.	.	PUNCT
afs-72267	1469	1	reports	report	VERB
afs-72267	1469	2	the	the	DET
afs-72267	1469	3	results	result	NOUN
afs-72267	1469	4	of	of	ADP
afs-72267	1469	5	the	the	DET
afs-72267	1469	6	models	model	NOUN
afs-72267	1469	7	the	the	DET
afs-72267	1469	8	results	result	NOUN
afs-72267	1469	9	of	of	ADP
afs-72267	1469	10	the	the	DET
afs-72267	1469	11	regressions	regression	NOUN
afs-72267	1469	12	,	,	PUNCT
afs-72267	1469	13	including	include	VERB
afs-72267	1469	14	a	a	DET
afs-72267	1469	15	specification	specification	NOUN
afs-72267	1469	16	of	of	ADP
afs-72267	1469	17	the	the	DET
afs-72267	1469	18	research	research	NOUN
afs-72267	1469	19	variable	variable	NOUN
afs-72267	1469	20	as	as	ADP
afs-72267	1469	21	a	a	DET
afs-72267	1469	22	flow	flow	NOUN
afs-72267	1469	23	of	of	ADP
afs-72267	1469	24	annual	annual	ADJ
afs-72267	1469	25	public	public	ADJ
afs-72267	1469	26	or	or	CCONJ
afs-72267	1469	27	total	total	ADJ
afs-72267	1469	28	funds	fund	NOUN
afs-72267	1469	29	,	,	PUNCT
afs-72267	1469	30	are	be	AUX
afs-72267	1469	31	including	include	VERB
afs-72267	1469	32	simple	simple	ADJ
afs-72267	1469	33	lags	lag	NOUN
afs-72267	1469	34	and	and	CCONJ
afs-72267	1469	35	polynomial	polynomial	ADJ
afs-72267	1469	36	lags	lag	NOUN
afs-72267	1469	37	for	for	ADP
afs-72267	1469	38	the	the	DET
afs-72267	1469	39	public	public	ADJ
afs-72267	1469	40	research	research	NOUN
afs-72267	1469	41	variable	variable	NOUN
afs-72267	1469	42	.	.	PUNCT
afs-72267	1470	1	the	the	DET
afs-72267	1470	2	results	result	NOUN
afs-72267	1470	3	of	of	ADP
afs-72267	1470	4	the	the	DET
afs-72267	1470	5	regression	regression	NOUN
afs-72267	1470	6	specifications	specification	NOUN
afs-72267	1470	7	fig	fig	NOUN
afs-72267	1470	8	.	.	PUNCT
afs-72267	1470	9	is	be	AUX
afs-72267	1470	10	.	.	PUNCT
afs-72267	1471	1	various	various	ADJ
afs-72267	1471	2	alternatives	alternative	NOUN
afs-72267	1471	3	of	of	ADP
afs-72267	1471	4	model	model	NOUN
afs-72267	1471	5	specification	specification	NOUN
afs-72267	1471	6	and	and	CCONJ
afs-72267	1471	7	methods	method	NOUN
afs-72267	1471	8	of	of	ADP
afs-72267	1471	9	regression	regression	NOUN
afs-72267	1471	10	308	308	NUM
afs-72267	1471	11	including	include	VERB
afs-72267	1471	12	the	the	DET
afs-72267	1471	13	research	research	NOUN
afs-72267	1471	14	variable	variable	NOUN
afs-72267	1471	15	as	as	ADP
afs-72267	1471	16	an	an	DET
afs-72267	1471	17	undepreciated	undepreciated	ADJ
afs-72267	1471	18	or	or	CCONJ
afs-72267	1471	19	depreciated	depreciate	VERB
afs-72267	1471	20	stock	stock	NOUN
afs-72267	1471	21	are	be	AUX
afs-72267	1471	22	discussed	discuss	VERB
afs-72267	1471	23	in	in	ADP
afs-72267	1471	24	section	section	NOUN
afs-72267	1471	25	5.3	5.3	NUM
afs-72267	1471	26	.	.	PUNCT
afs-72267	1472	1	in	in	ADP
afs-72267	1472	2	subsection	subsection	NOUN
afs-72267	1472	3	5.3.3	5.3.3	NUM
afs-72267	1472	4	.	.	PROPN
afs-72267	1472	5	,	,	PUNCT
afs-72267	1472	6	the	the	DET
afs-72267	1472	7	results	result	NOUN
afs-72267	1472	8	of	of	ADP
afs-72267	1472	9	regressions	regression	NOUN
afs-72267	1472	10	which	which	PRON
afs-72267	1472	11	include	include	VERB
afs-72267	1472	12	a	a	DET
afs-72267	1472	13	total	total	ADJ
afs-72267	1472	14	productivity	productivity	NOUN
afs-72267	1472	15	index	index	NOUN
afs-72267	1472	16	as	as	ADP
afs-72267	1472	17	the	the	DET
afs-72267	1472	18	dependent	dependent	ADJ
afs-72267	1472	19	variable	variable	NOUN
afs-72267	1472	20	are	be	AUX
afs-72267	1472	21	presented	present	VERB
afs-72267	1472	22	.	.	PUNCT
afs-72267	1473	1	finally	finally	ADV
afs-72267	1473	2	,	,	PUNCT
afs-72267	1473	3	in	in	ADP
afs-72267	1473	4	chapter	chapter	NOUN
afs-72267	1473	5	6	6	NUM
afs-72267	1473	6	,	,	PUNCT
afs-72267	1473	7	a	a	DET
afs-72267	1473	8	value	value	NOUN
afs-72267	1473	9	marginal	marginal	ADJ
afs-72267	1473	10	product	product	NOUN
afs-72267	1473	11	and	and	CCONJ
afs-72267	1473	12	a	a	DET
afs-72267	1473	13	marginal	marginal	ADJ
afs-72267	1473	14	internalrate	internalrate	NOUN
afs-72267	1473	15	of	of	ADP
afs-72267	1473	16	return	return	NOUN
afs-72267	1473	17	are	be	AUX
afs-72267	1473	18	computed	compute	VERB
afs-72267	1473	19	.	.	PUNCT
afs-72267	1474	1	5.1.1	5.1.1	X
afs-72267	1474	2	.	.	PUNCT
afs-72267	1474	3	linear	linear	ADJ
afs-72267	1474	4	flow	flow	NOUN
afs-72267	1474	5	models	model	NOUN
afs-72267	1474	6	without	without	ADP
afs-72267	1474	7	lags	lag	VERB
afs-72267	1474	8	the	the	DET
afs-72267	1474	9	results	result	NOUN
afs-72267	1474	10	of	of	ADP
afs-72267	1474	11	the	the	DET
afs-72267	1474	12	linear	linear	ADJ
afs-72267	1474	13	functions	function	NOUN
afs-72267	1474	14	specified	specify	VERB
afs-72267	1474	15	as	as	ADP
afs-72267	1474	16	(	(	PUNCT
afs-72267	1474	17	3.10	3.10	NUM
afs-72267	1474	18	)	)	PUNCT
afs-72267	1474	19	are	be	AUX
afs-72267	1474	20	presented	present	VERB
afs-72267	1474	21	in	in	ADP
afs-72267	1474	22	tables	table	NOUN
afs-72267	1474	23	11	11	NUM
afs-72267	1474	24	and	and	CCONJ
afs-72267	1474	25	12	12	NUM
afs-72267	1474	26	(	(	PUNCT
afs-72267	1474	27	public	public	ADJ
afs-72267	1474	28	research	research	NOUN
afs-72267	1474	29	)	)	PUNCT
afs-72267	1474	30	and	and	CCONJ
afs-72267	1474	31	in	in	ADP
afs-72267	1474	32	appendices	appendix	NOUN
afs-72267	1474	33	6	6	NUM
afs-72267	1474	34	and	and	CCONJ
afs-72267	1474	35	7	7	NUM
afs-72267	1474	36	(	(	PUNCT
afs-72267	1474	37	total	total	ADJ
afs-72267	1474	38	research	research	NOUN
afs-72267	1474	39	)	)	PUNCT
afs-72267	1474	40	.	.	PUNCT
afs-72267	1475	1	the	the	DET
afs-72267	1475	2	parameter	parameter	NOUN
afs-72267	1475	3	estimates	estimate	NOUN
afs-72267	1475	4	of	of	ADP
afs-72267	1475	5	the	the	DET
afs-72267	1475	6	inputs	input	NOUN
afs-72267	1475	7	should	should	AUX
afs-72267	1475	8	be	be	AUX
afs-72267	1475	9	interpreted	interpret	VERB
afs-72267	1475	10	as	as	ADP
afs-72267	1475	11	marginal	marginal	ADJ
afs-72267	1475	12	physical	physical	ADJ
afs-72267	1475	13	products	product	NOUN
afs-72267	1475	14	.	.	PUNCT
afs-72267	1476	1	the	the	DET
afs-72267	1476	2	linear	linear	PROPN
afs-72267	1476	3	models	model	NOUN
afs-72267	1476	4	specifying	specify	VERB
afs-72267	1476	5	the	the	DET
afs-72267	1476	6	three	three	NUM
afs-72267	1476	7	traditional	traditional	ADJ
afs-72267	1476	8	variables	variable	NOUN
afs-72267	1476	9	at	at	ADP
afs-72267	1476	10	aggregate	aggregate	ADJ
afs-72267	1476	11	level	level	NOUN
afs-72267	1476	12	(	(	PUNCT
afs-72267	1476	13	table	table	NOUN
afs-72267	1476	14	11	11	NUM
afs-72267	1476	15	)	)	PUNCT
afs-72267	1476	16	have	have	VERB
afs-72267	1476	17	fairly	fairly	ADV
afs-72267	1476	18	high	high	ADJ
afs-72267	1476	19	coefficients	coefficient	NOUN
afs-72267	1476	20	of	of	ADP
afs-72267	1476	21	determination	determination	NOUN
afs-72267	1476	22	,	,	PUNCT
afs-72267	1476	23	exceeding	exceed	VERB
afs-72267	1476	24	0.98	0.98	NUM
afs-72267	1476	25	.	.	PUNCT
afs-72267	1477	1	analysis	analysis	NOUN
afs-72267	1477	2	of	of	ADP
afs-72267	1477	3	variance	variance	NOUN
afs-72267	1477	4	for	for	ADP
afs-72267	1477	5	the	the	DET
afs-72267	1477	6	full	full	ADJ
afs-72267	1477	7	regression	regression	NOUN
afs-72267	1477	8	shows	show	VERB
afs-72267	1477	9	a	a	DET
afs-72267	1477	10	high	high	ADJ
afs-72267	1477	11	f	f	NOUN
afs-72267	1477	12	-	-	PUNCT
afs-72267	1477	13	ratio	ratio	NOUN
afs-72267	1477	14	,	,	PUNCT
afs-72267	1477	15	with	with	ADP
afs-72267	1477	16	a	a	DET
afs-72267	1477	17	level	level	NOUN
afs-72267	1477	18	of	of	ADP
afs-72267	1477	19	significance	significance	NOUN
afs-72267	1477	20	less	less	ADJ
afs-72267	1477	21	than	than	ADP
afs-72267	1477	22	0.001	0.001	NUM
afs-72267	1477	23	%	%	NOUN
afs-72267	1477	24	.	.	PUNCT
afs-72267	1478	1	the	the	DET
afs-72267	1478	2	durbin	durbin	PROPN
afs-72267	1478	3	-	-	PUNCT
afs-72267	1478	4	watson	watson	PROPN
afs-72267	1478	5	test	test	NOUN
afs-72267	1478	6	value	value	NOUN
afs-72267	1478	7	of	of	ADP
afs-72267	1478	8	0.96—1.02	0.96—1.02	PROPN
afs-72267	1478	9	indicates	indicate	VERB
afs-72267	1478	10	a	a	DET
afs-72267	1478	11	heavy	heavy	ADJ
afs-72267	1478	12	autocorrelation	autocorrelation	NOUN
afs-72267	1478	13	between	between	ADP
afs-72267	1478	14	the	the	DET
afs-72267	1478	15	residuals	residual	NOUN
afs-72267	1478	16	.	.	PUNCT
afs-72267	1479	1	the	the	DET
afs-72267	1479	2	standard	standard	ADJ
afs-72267	1479	3	error	error	NOUN
afs-72267	1479	4	of	of	ADP
afs-72267	1479	5	the	the	DET
afs-72267	1479	6	estimate	estimate	NOUN
afs-72267	1479	7	is	be	AUX
afs-72267	1479	8	approximately	approximately	ADV
afs-72267	1479	9	3.3	3.3	NUM
afs-72267	1479	10	in	in	ADP
afs-72267	1479	11	both	both	DET
afs-72267	1479	12	regressions	regression	NOUN
afs-72267	1479	13	.	.	PUNCT
afs-72267	1480	1	an	an	DET
afs-72267	1480	2	examination	examination	NOUN
afs-72267	1480	3	of	of	ADP
afs-72267	1480	4	the	the	DET
afs-72267	1480	5	correlation	correlation	NOUN
afs-72267	1480	6	matrix	matrix	NOUN
afs-72267	1480	7	(	(	PUNCT
afs-72267	1480	8	tables	table	NOUN
afs-72267	1480	9	15	15	NUM
afs-72267	1480	10	)	)	PUNCT
afs-72267	1480	11	shows	show	VERB
afs-72267	1480	12	that	that	SCONJ
afs-72267	1480	13	the	the	DET
afs-72267	1480	14	independent	independent	ADJ
afs-72267	1480	15	variables	variable	NOUN
afs-72267	1480	16	are	be	AUX
afs-72267	1480	17	highly	highly	ADV
afs-72267	1480	18	correlated	correlate	VERB
afs-72267	1480	19	.	.	PUNCT
afs-72267	1481	1	except	except	SCONJ
afs-72267	1481	2	for	for	ADP
afs-72267	1481	3	the	the	DET
afs-72267	1481	4	extension	extension	NOUN
afs-72267	1481	5	,	,	PUNCT
afs-72267	1481	6	all	all	DET
afs-72267	1481	7	the	the	DET
afs-72267	1481	8	simple	simple	ADJ
afs-72267	1481	9	correlation	correlation	NOUN
afs-72267	1481	10	coefficients	coefficient	NOUN
afs-72267	1481	11	are	be	AUX
afs-72267	1481	12	over	over	ADP
afs-72267	1481	13	0.90	0.90	NUM
afs-72267	1481	14	,	,	PUNCT
afs-72267	1481	15	a	a	DET
afs-72267	1481	16	fact	fact	NOUN
afs-72267	1481	17	which	which	PRON
afs-72267	1481	18	seriously	seriously	ADV
afs-72267	1481	19	limits	limit	VERB
afs-72267	1481	20	the	the	DET
afs-72267	1481	21	reliability	reliability	NOUN
afs-72267	1481	22	of	of	ADP
afs-72267	1481	23	the	the	DET
afs-72267	1481	24	coefficients	coefficient	NOUN
afs-72267	1481	25	.	.	PUNCT
afs-72267	1482	1	the	the	DET
afs-72267	1482	2	parameter	parameter	NOUN
afs-72267	1482	3	estimate	estimate	NOUN
afs-72267	1482	4	of	of	ADP
afs-72267	1482	5	capital	capital	NOUN
afs-72267	1482	6	could	could	AUX
afs-72267	1482	7	be	be	AUX
afs-72267	1482	8	accepted	accept	VERB
afs-72267	1482	9	on	on	ADP
afs-72267	1482	10	a	a	DET
afs-72267	1482	11	level	level	NOUN
afs-72267	1482	12	of	of	ADP
afs-72267	1482	13	significance	significance	NOUN
afs-72267	1482	14	less	less	ADJ
afs-72267	1482	15	than	than	ADP
afs-72267	1482	16	0.001	0.001	NUM
afs-72267	1482	17	(	(	PUNCT
afs-72267	1482	18	i.e.	i.e.	X
afs-72267	1482	19	a	a	DET
afs-72267	1482	20	confidence	confidence	NOUN
afs-72267	1482	21	level	level	NOUN
afs-72267	1482	22	of	of	ADP
afs-72267	1482	23	over	over	ADP
afs-72267	1482	24	99.9	99.9	NUM
afs-72267	1482	25	%	%	NOUN
afs-72267	1482	26	)	)	PUNCT
afs-72267	1482	27	.	.	PUNCT
afs-72267	1483	1	the	the	DET
afs-72267	1483	2	external	external	ADJ
afs-72267	1483	3	parameter	parameter	NOUN
afs-72267	1483	4	estimates	estimate	NOUN
afs-72267	1483	5	of	of	ADP
afs-72267	1483	6	inputs	input	NOUN
afs-72267	1483	7	and	and	CCONJ
afs-72267	1483	8	labour	labour	NOUN
afs-72267	1483	9	prove	prove	VERB
afs-72267	1483	10	to	to	PART
afs-72267	1483	11	be	be	AUX
afs-72267	1483	12	problematic	problematic	ADJ
afs-72267	1483	13	.	.	PUNCT
afs-72267	1484	1	the	the	DET
afs-72267	1484	2	labour	labour	PROPN
afs-72267	1484	3	coefficients	coefficient	NOUN
afs-72267	1484	4	are	be	AUX
afs-72267	1484	5	insignificant	insignificant	ADJ
afs-72267	1484	6	with	with	ADP
afs-72267	1484	7	high	high	ADJ
afs-72267	1484	8	standard	standard	ADJ
afs-72267	1484	9	errors	error	NOUN
afs-72267	1484	10	,	,	PUNCT
afs-72267	1484	11	while	while	SCONJ
afs-72267	1484	12	the	the	DET
afs-72267	1484	13	parameter	parameter	NOUN
afs-72267	1484	14	estimate	estimate	NOUN
afs-72267	1484	15	of	of	ADP
afs-72267	1484	16	external	external	ADJ
afs-72267	1484	17	inputs	input	NOUN
afs-72267	1484	18	is	be	AUX
afs-72267	1484	19	negative	negative	ADJ
afs-72267	1484	20	.	.	PUNCT
afs-72267	1485	1	one	one	NUM
afs-72267	1485	2	reason	reason	NOUN
afs-72267	1485	3	could	could	AUX
afs-72267	1485	4	be	be	AUX
afs-72267	1485	5	the	the	DET
afs-72267	1485	6	collinearity	collinearity	NOUN
afs-72267	1485	7	between	between	ADP
afs-72267	1485	8	variables	variable	NOUN
afs-72267	1485	9	,	,	PUNCT
afs-72267	1485	10	as	as	SCONJ
afs-72267	1485	11	it	it	PRON
afs-72267	1485	12	is	be	AUX
afs-72267	1485	13	difficult	difficult	ADJ
afs-72267	1485	14	to	to	PART
afs-72267	1485	15	sort	sort	VERB
afs-72267	1485	16	out	out	ADP
afs-72267	1485	17	the	the	DET
afs-72267	1485	18	influence	influence	NOUN
afs-72267	1485	19	of	of	ADP
afs-72267	1485	20	one	one	NUM
afs-72267	1485	21	regressor	regressor	NOUN
afs-72267	1485	22	,	,	PUNCT
afs-72267	1485	23	e.g.	e.g.	ADV
afs-72267	1485	24	external	external	ADJ
afs-72267	1485	25	inputs	input	NOUN
afs-72267	1485	26	from	from	ADP
afs-72267	1485	27	another	another	PRON
afs-72267	1485	28	.	.	PUNCT
afs-72267	1486	1	thus	thus	ADV
afs-72267	1486	2	the	the	DET
afs-72267	1486	3	parameter	parameter	NOUN
afs-72267	1486	4	estimate	estimate	NOUN
afs-72267	1486	5	of	of	ADP
afs-72267	1486	6	capital	capital	NOUN
afs-72267	1486	7	seems	seem	VERB
afs-72267	1486	8	table	table	NOUN
afs-72267	1486	9	11	11	NUM
afs-72267	1486	10	.	.	PUNCT
afs-72267	1487	1	linear	linear	ADJ
afs-72267	1487	2	production	production	NOUN
afs-72267	1487	3	functions	function	NOUN
afs-72267	1487	4	with	with	ADP
afs-72267	1487	5	public	public	ADJ
afs-72267	1487	6	research	research	NOUN
afs-72267	1487	7	.	.	PUNCT
afs-72267	1488	1	all	all	DET
afs-72267	1488	2	variables	variable	NOUN
afs-72267	1488	3	measured	measure	VERB
afs-72267	1488	4	at	at	ADP
afs-72267	1488	5	aggregate	aggregate	ADJ
afs-72267	1488	6	level	level	NOUN
afs-72267	1488	7	.	.	PUNCT
afs-72267	1489	1	regression	regression	NOUN
afs-72267	1489	2	coefficients	coefficient	NOUN
afs-72267	1489	3	and	and	CCONJ
afs-72267	1489	4	their	their	PRON
afs-72267	1489	5	standard	standard	ADJ
afs-72267	1489	6	errors	error	NOUN
afs-72267	1489	7	in	in	ADP
afs-72267	1489	8	parenthesis	parenthesis	NOUN
afs-72267	1489	9	below	below	ADP
afs-72267	1489	10	the	the	DET
afs-72267	1489	11	coefficients	coefficient	NOUN
afs-72267	1489	12	,	,	PUNCT
afs-72267	1489	13	significance	significance	NOUN
afs-72267	1489	14	levels	level	NOUN
afs-72267	1489	15	,	,	PUNCT
afs-72267	1489	16	coefficient	coefficient	NOUN
afs-72267	1489	17	of	of	ADP
afs-72267	1489	18	determination	determination	NOUN
afs-72267	1489	19	,	,	PUNCT
afs-72267	1489	20	f	f	X
afs-72267	1489	21	-	-	PUNCT
afs-72267	1489	22	ratio	ratio	NOUN
afs-72267	1489	23	and	and	CCONJ
afs-72267	1489	24	durbin	durbin	ADJ
afs-72267	1489	25	-	-	PUNCT
afs-72267	1489	26	watson	watson	NOUN
afs-72267	1489	27	test	test	NOUN
afs-72267	1489	28	values	value	NOUN
afs-72267	1489	29	.	.	PUNCT
afs-72267	1490	1	1	1	NUM
afs-72267	1490	2	regression	regression	NOUN
afs-72267	1490	3	(	(	PUNCT
afs-72267	1490	4	1	1	NUM
afs-72267	1490	5	)	)	PUNCT
afs-72267	1490	6	(	(	PUNCT
afs-72267	1490	7	2	2	X
afs-72267	1490	8	)	)	PUNCT
afs-72267	1490	9	s.l	s.l	PROPN
afs-72267	1490	10	.	.	PROPN
afs-72267	1490	11	2	2	NUM
afs-72267	1490	12	j.l	j.l	PROPN
afs-72267	1490	13	.	.	PROPN
afs-72267	1490	14	constant	constant	ADJ
afs-72267	1490	15	—	—	PUNCT
afs-72267	1490	16	43.460	43.460	NUM
afs-72267	1490	17	0.009	0.009	NUM
afs-72267	1490	18	—	—	PUNCT
afs-72267	1490	19	20.674	20.674	NUM
afs-72267	1490	20	0.383	0.383	NUM
afs-72267	1490	21	(	(	PUNCT
afs-72267	1490	22	15.464	15.464	NUM
afs-72267	1490	23	)	)	PUNCT
afs-72267	1490	24	(	(	PUNCT
afs-72267	1490	25	23.351	23.351	NUM
afs-72267	1490	26	)	)	PUNCT
afs-72267	1490	27	capital	capital	NOUN
afs-72267	1490	28	1.277	1.277	NUM
afs-72267	1490	29	0.000	0.000	NUM
afs-72267	1490	30	1.081	1.081	NUM
afs-72267	1490	31	0.000	0.000	NUM
afs-72267	1490	32	(	(	PUNCT
afs-72267	1490	33	0.149	0.149	NUM
afs-72267	1490	34	)	)	PUNCT
afs-72267	1490	35	(	(	PUNCT
afs-72267	1490	36	0.211	0.211	NUM
afs-72267	1490	37	)	)	PUNCT
afs-72267	1490	38	labour	labour	NOUN
afs-72267	1490	39	0.116	0.116	NUM
afs-72267	1490	40	0.250	0.250	NUM
afs-72267	1490	41	0.006	0.006	NUM
afs-72267	1490	42	0.963	0.963	NUM
afs-72267	1490	43	(	(	PUNCT
afs-72267	1490	44	0.098	0.098	NUM
afs-72267	1490	45	)	)	PUNCT
afs-72267	1490	46	(	(	PUNCT
afs-72267	1490	47	0.129	0.129	NUM
afs-72267	1490	48	)	)	PUNCT
afs-72267	1490	49	external	external	ADJ
afs-72267	1490	50	inputs	input	NOUN
afs-72267	1490	51	—	—	PUNCT
afs-72267	1490	52	o.olo	o.olo	X
afs-72267	1490	53	0.820	0.820	NUM
afs-72267	1490	54	—	—	PUNCT
afs-72267	1490	55	0.014	0.014	NUM
afs-72267	1490	56	0.750	0.750	NUM
afs-72267	1490	57	(	(	PUNCT
afs-72267	1490	58	0.043	0.043	NUM
afs-72267	1490	59	)	)	PUNCT
afs-72267	1490	60	(	(	PUNCT
afs-72267	1490	61	0.043	0.043	NUM
afs-72267	1490	62	)	)	PUNCT
afs-72267	1490	63	public	public	ADJ
afs-72267	1490	64	aggregate	aggregate	NOUN
afs-72267	1490	65	0.018	0.018	NUM
afs-72267	1490	66	0.154	0.154	NUM
afs-72267	1490	67	0.016	0.016	NUM
afs-72267	1490	68	0.200	0.200	NUM
afs-72267	1490	69	research	research	NOUN
afs-72267	1490	70	(	(	PUNCT
afs-72267	1490	71	0.012	0.012	NUM
afs-72267	1490	72	)	)	PUNCT
afs-72267	1490	73	(	(	PUNCT
afs-72267	1490	74	0.012	0.012	NUM
afs-72267	1490	75	)	)	PUNCT
afs-72267	1490	76	extension	extension	NOUN
afs-72267	1490	77	0.094	0.094	NUM
afs-72267	1490	78	0.207	0.207	NUM
afs-72267	1490	79	(	(	PUNCT
afs-72267	1490	80	0.073	0.073	NUM
afs-72267	1490	81	)	)	PUNCT
afs-72267	1490	82	r	r	NOUN
afs-72267	1490	83	:	:	PUNCT
afs-72267	1490	84	0.982	0.982	NUM
afs-72267	1490	85	0.983	0.983	NUM
afs-72267	1490	86	stand.error	stand.error	NOUN
afs-72267	1490	87	of	of	ADP
afs-72267	1490	88	estimate	estimate	NOUN
afs-72267	1490	89	3.354	3.354	NUM
afs-72267	1490	90	3.317	3.317	NUM
afs-72267	1490	91	f	f	X
afs-72267	1490	92	-	-	PUNCT
afs-72267	1490	93	ratio	ratio	NOUN
afs-72267	1490	94	'	'	PART
afs-72267	1490	95	420.86	420.86	NUM
afs-72267	1490	96	*	*	PUNCT
afs-72267	1490	97	*	*	PUNCT
afs-72267	1490	98	*	*	PUNCT
afs-72267	1490	99	344.52	344.52	NUM
afs-72267	1490	100	*	*	PUNCT
afs-72267	1490	101	*	*	PUNCT
afs-72267	1490	102	*	*	PUNCT
afs-72267	1490	103	d	d	X
afs-72267	1490	104	-	-	PUNCT
afs-72267	1490	105	w	w	NOUN
afs-72267	1490	106	test	test	NOUN
afs-72267	1490	107	value	value	NOUN
afs-72267	1490	108	0.960	0.960	NUM
afs-72267	1490	109	1.023	1.023	NUM
afs-72267	1490	110	1	1	NUM
afs-72267	1490	111	these	these	DET
afs-72267	1490	112	coeffients	coeffient	NOUN
afs-72267	1490	113	,	,	PUNCT
afs-72267	1490	114	the	the	DET
afs-72267	1490	115	f	f	NOUN
afs-72267	1490	116	-	-	PUNCT
afs-72267	1490	117	ratio	ratio	NOUN
afs-72267	1490	118	and	and	CCONJ
afs-72267	1490	119	d	d	NOUN
afs-72267	1490	120	-	-	PUNCT
afs-72267	1490	121	w	w	ADJ
afs-72267	1490	122	test	test	NOUN
afs-72267	1490	123	-	-	PUNCT
afs-72267	1490	124	value	value	NOUN
afs-72267	1490	125	will	will	AUX
afs-72267	1490	126	be	be	AUX
afs-72267	1490	127	presented	present	VERB
afs-72267	1490	128	in	in	ADP
afs-72267	1490	129	all	all	DET
afs-72267	1490	130	the	the	DET
afs-72267	1490	131	regression	regression	NOUN
afs-72267	1490	132	tables	table	NOUN
afs-72267	1490	133	.	.	PUNCT
afs-72267	1491	1	:	:	PUNCT
afs-72267	1491	2	significance	significance	NOUN
afs-72267	1491	3	levels	level	NOUN
afs-72267	1491	4	with	with	ADP
afs-72267	1491	5	t	t	NOUN
afs-72267	1491	6	-	-	PUNCT
afs-72267	1491	7	test	test	NOUN
afs-72267	1491	8	.	.	PUNCT
afs-72267	1492	1	the	the	DET
afs-72267	1492	2	abbreviation	abbreviation	NOUN
afs-72267	1492	3	applies	apply	VERB
afs-72267	1492	4	to	to	ADP
afs-72267	1492	5	all	all	DET
afs-72267	1492	6	regression	regression	NOUN
afs-72267	1492	7	tables	table	NOUN
afs-72267	1492	8	.	.	PUNCT
afs-72267	1493	1	i	i	PRON
afs-72267	1493	2	*	*	PUNCT
afs-72267	1493	3	*	*	PUNCT
afs-72267	1493	4	*	*	PUNCT
afs-72267	1493	5	_	_	DET
afs-72267	1493	6	significance	significance	NOUN
afs-72267	1493	7	level	level	NOUN
afs-72267	1493	8	for	for	ADP
afs-72267	1493	9	f	f	NOUN
afs-72267	1493	10	-	-	PUNCT
afs-72267	1493	11	ratio	ratio	NOUN
afs-72267	1493	12	s	s	PART
afs-72267	1493	13	0.001	0.001	NUM
afs-72267	1493	14	%	%	NOUN
afs-72267	1493	15	.	.	PUNCT
afs-72267	1494	1	the	the	DET
afs-72267	1494	2	abbreviation	abbreviation	NOUN
afs-72267	1494	3	applies	apply	VERB
afs-72267	1494	4	to	to	ADP
afs-72267	1494	5	all	all	DET
afs-72267	1494	6	regression	regression	NOUN
afs-72267	1494	7	tables	table	NOUN
afs-72267	1494	8	.	.	PUNCT
afs-72267	1495	1	309	309	NUM
afs-72267	1495	2	table	table	NOUN
afs-72267	1495	3	12	12	NUM
afs-72267	1495	4	.	.	PUNCT
afs-72267	1496	1	linear	linear	ADJ
afs-72267	1496	2	production	production	NOUN
afs-72267	1496	3	functions	function	NOUN
afs-72267	1496	4	with	with	ADP
afs-72267	1496	5	public	public	ADJ
afs-72267	1496	6	aggregate	aggregate	ADJ
afs-72267	1496	7	research	research	NOUN
afs-72267	1496	8	.	.	PUNCT
afs-72267	1497	1	output	output	NOUN
afs-72267	1497	2	,	,	PUNCT
afs-72267	1497	3	capital	capital	NOUN
afs-72267	1497	4	,	,	PUNCT
afs-72267	1497	5	labour	labour	NOUN
afs-72267	1497	6	,	,	PUNCT
afs-72267	1497	7	external	external	ADJ
afs-72267	1497	8	inputs	input	NOUN
afs-72267	1497	9	measured	measure	VERB
afs-72267	1497	10	at	at	ADP
afs-72267	1497	11	farm	farm	NOUN
afs-72267	1497	12	level	level	NOUN
afs-72267	1497	13	,	,	PUNCT
afs-72267	1497	14	research	research	NOUN
afs-72267	1497	15	and	and	CCONJ
afs-72267	1497	16	extension	extension	NOUN
afs-72267	1497	17	at	at	ADP
afs-72267	1497	18	aggregate	aggregate	ADJ
afs-72267	1497	19	level	level	NOUN
afs-72267	1497	20	.	.	PUNCT
afs-72267	1498	1	regression	regression	NOUN
afs-72267	1498	2	(	(	PUNCT
afs-72267	1498	3	3	3	NUM
afs-72267	1498	4	)	)	PUNCT
afs-72267	1498	5	(	(	PUNCT
afs-72267	1498	6	4	4	X
afs-72267	1498	7	)	)	PUNCT
afs-72267	1498	8	s.l	s.l	PROPN
afs-72267	1498	9	.	.	PUNCT
afs-72267	1499	1	s.l	s.l	PROPN
afs-72267	1499	2	.	.	NOUN
afs-72267	1499	3	constant	constant	ADJ
afs-72267	1499	4	—	—	PUNCT
afs-72267	1499	5	19.053	19.053	NUM
afs-72267	1499	6	0.091	0.091	NUM
afs-72267	1499	7	—	—	PUNCT
afs-72267	1499	8	18.553	18.553	NUM
afs-72267	1499	9	0.098	0.098	NUM
afs-72267	1499	10	(	(	PUNCT
afs-72267	1499	11	10.904	10.904	NUM
afs-72267	1499	12	)	)	PUNCT
afs-72267	1499	13	(	(	PUNCT
afs-72267	1499	14	10.836	10.836	NUM
afs-72267	1499	15	)	)	PUNCT
afs-72267	1499	16	capital	capital	NOUN
afs-72267	1500	1	1.091	1.091	NUM
afs-72267	1500	2	0.000	0.000	NUM
afs-72267	1500	3	1.061	1.061	NUM
afs-72267	1500	4	0.000	0.000	NUM
afs-72267	1500	5	(	(	PUNCT
afs-72267	1500	6	0.117	0.117	NUM
afs-72267	1500	7	)	)	PUNCT
afs-72267	1500	8	(	(	PUNCT
afs-72267	1500	9	0.119	0.119	NUM
afs-72267	1500	10	)	)	PUNCT
afs-72267	1500	11	labour	labour	NOUN
afs-72267	1500	12	0.031	0.031	NUM
afs-72267	1500	13	0.738	0.738	NUM
afs-72267	1500	14	—	—	PUNCT
afs-72267	1500	15	0.024	0.024	NUM
afs-72267	1500	16	0.818	0.818	NUM
afs-72267	1500	17	(	(	PUNCT
afs-72267	1500	18	0.093	0.093	NUM
afs-72267	1500	19	)	)	PUNCT
afs-72267	1500	20	(	(	PUNCT
afs-72267	1500	21	0.104	0.104	X
afs-72267	1500	22	)	)	PUNCT
afs-72267	1500	23	external	external	ADJ
afs-72267	1500	24	inputs	input	NOUN
afs-72267	1500	25	—	—	PUNCT
afs-72267	1500	26	0.023	0.023	NUM
afs-72267	1500	27	0.531	0.531	NUM
afs-72267	1500	28	—	—	PUNCT
afs-72267	1500	29	0.019	0.019	NUM
afs-72267	1500	30	0.601	0.601	NUM
afs-72267	1500	31	(	(	PUNCT
afs-72267	1500	32	0.036	0.036	NUM
afs-72267	1500	33	)	)	PUNCT
afs-72267	1500	34	(	(	PUNCT
afs-72267	1500	35	0.036	0.036	X
afs-72267	1500	36	)	)	PUNCT
afs-72267	1500	37	public	public	NOUN
afs-72267	1500	38	aggregate	aggregate	VERB
afs-72267	1500	39	0.046	0.046	NUM
afs-72267	1500	40	0.053	0.053	NUM
afs-72267	1500	41	0.040	0.040	NUM
afs-72267	1500	42	0.101	0.101	NUM
afs-72267	1500	43	research	research	NOUN
afs-72267	1500	44	(	(	PUNCT
afs-72267	1500	45	0.023	0.023	NUM
afs-72267	1500	46	)	)	PUNCT
afs-72267	1500	47	(	(	PUNCT
afs-72267	1500	48	0.024	0.024	NUM
afs-72267	1500	49	)	)	PUNCT
afs-72267	1500	50	extension	extension	NOUN
afs-72267	1500	51	0.090	0.090	NUM
afs-72267	1500	52	0.243	0.243	NUM
afs-72267	1500	53	(	(	PUNCT
afs-72267	1500	54	0.075	0.075	NUM
afs-72267	1500	55	)	)	PUNCT
afs-72267	1500	56	r=	r=	NOUN
afs-72267	1500	57	0.997	0.997	NUM
afs-72267	1500	58	0.997	0.997	NUM
afs-72267	1500	59	stand.error	stand.error	NOUN
afs-72267	1500	60	of	of	ADP
afs-72267	1500	61	estimate	estimate	NOUN
afs-72267	1500	62	5.303	5.303	NUM
afs-72267	1500	63	5.267	5.267	NUM
afs-72267	1500	64	f	f	X
afs-72267	1500	65	-	-	PUNCT
afs-72267	1500	66	ratio	ratio	NOUN
afs-72267	1500	67	2344.6	2344.6	NUM
afs-72267	1500	68	*	*	PUNCT
afs-72267	1500	69	*	*	PUNCT
afs-72267	1500	70	*	*	PUNCT
afs-72267	1500	71	1902.1	1902.1	NUM
afs-72267	1500	72	*	*	PUNCT
afs-72267	1500	73	*	*	PUNCT
afs-72267	1500	74	*	*	PUNCT
afs-72267	1500	75	d	d	X
afs-72267	1500	76	-	-	PUNCT
afs-72267	1500	77	w	w	PROPN
afs-72267	1500	78	test	test	NOUN
afs-72267	1500	79	value	value	NOUN
afs-72267	1500	80	1.133	1.133	NUM
afs-72267	1500	81	1.164	1.164	NUM
afs-72267	1500	82	to	to	PART
afs-72267	1500	83	be	be	AUX
afs-72267	1500	84	rather	rather	ADV
afs-72267	1500	85	high	high	ADJ
afs-72267	1500	86	,	,	PUNCT
afs-72267	1500	87	the	the	DET
afs-72267	1500	88	values	value	NOUN
afs-72267	1500	89	varying	vary	VERB
afs-72267	1500	90	between	between	ADP
afs-72267	1500	91	1.08	1.08	NUM
afs-72267	1500	92	and	and	CCONJ
afs-72267	1500	93	1.28	1.28	NUM
afs-72267	1500	94	.	.	PUNCT
afs-72267	1501	1	the	the	DET
afs-72267	1501	2	inclusion	inclusion	NOUN
afs-72267	1501	3	of	of	ADP
afs-72267	1501	4	a	a	DET
afs-72267	1501	5	trend	trend	NOUN
afs-72267	1501	6	factor	factor	NOUN
afs-72267	1501	7	in	in	ADP
afs-72267	1501	8	the	the	DET
afs-72267	1501	9	regressions	regression	NOUN
afs-72267	1501	10	did	do	AUX
afs-72267	1501	11	not	not	PART
afs-72267	1501	12	improve	improve	VERB
afs-72267	1501	13	the	the	DET
afs-72267	1501	14	coefficient	coefficient	NOUN
afs-72267	1501	15	of	of	ADP
afs-72267	1501	16	determination	determination	NOUN
afs-72267	1501	17	.	.	PUNCT
afs-72267	1502	1	figure	figure	NOUN
afs-72267	1502	2	16	16	NUM
afs-72267	1502	3	shows	show	VERB
afs-72267	1502	4	how	how	SCONJ
afs-72267	1502	5	the	the	DET
afs-72267	1502	6	regression	regression	NOUN
afs-72267	1502	7	line	line	NOUN
afs-72267	1502	8	of	of	ADP
afs-72267	1502	9	regression	regression	NOUN
afs-72267	1502	10	(	(	PUNCT
afs-72267	1502	11	2	2	X
afs-72267	1502	12	)	)	PUNCT
afs-72267	1502	13	fits	fit	VERB
afs-72267	1502	14	the	the	DET
afs-72267	1502	15	observations	observation	NOUN
afs-72267	1502	16	.	.	PUNCT
afs-72267	1503	1	from	from	ADP
afs-72267	1503	2	the	the	DET
afs-72267	1503	3	figure	figure	NOUN
afs-72267	1503	4	it	it	PRON
afs-72267	1503	5	is	be	AUX
afs-72267	1503	6	evident	evident	ADJ
afs-72267	1503	7	that	that	SCONJ
afs-72267	1503	8	autocorrelation	autocorrelation	NOUN
afs-72267	1503	9	occurs	occur	VERB
afs-72267	1503	10	.	.	PUNCT
afs-72267	1504	1	in	in	ADP
afs-72267	1504	2	figure	figure	NOUN
afs-72267	1504	3	17	17	NUM
afs-72267	1504	4	the	the	DET
afs-72267	1504	5	distribution	distribution	NOUN
afs-72267	1504	6	of	of	ADP
afs-72267	1504	7	residuals	residual	NOUN
afs-72267	1504	8	for	for	ADP
afs-72267	1504	9	regression	regression	NOUN
afs-72267	1504	10	(	(	PUNCT
afs-72267	1504	11	2	2	NUM
afs-72267	1504	12	)	)	PUNCT
afs-72267	1504	13	is	be	AUX
afs-72267	1504	14	presented	present	VERB
afs-72267	1504	15	.	.	PUNCT
afs-72267	1505	1	the	the	DET
afs-72267	1505	2	parameter	parameter	NOUN
afs-72267	1505	3	estimate	estimate	NOUN
afs-72267	1505	4	of	of	ADP
afs-72267	1505	5	the	the	DET
afs-72267	1505	6	research	research	NOUN
afs-72267	1505	7	variable	variable	NOUN
afs-72267	1505	8	is	be	AUX
afs-72267	1505	9	of	of	ADP
afs-72267	1505	10	particular	particular	ADJ
afs-72267	1505	11	interest	interest	NOUN
afs-72267	1505	12	in	in	ADP
afs-72267	1505	13	this	this	DET
afs-72267	1505	14	study	study	NOUN
afs-72267	1505	15	.	.	PUNCT
afs-72267	1506	1	the	the	DET
afs-72267	1506	2	size	size	NOUN
afs-72267	1506	3	of	of	ADP
afs-72267	1506	4	the	the	DET
afs-72267	1506	5	estimate	estimate	NOUN
afs-72267	1506	6	is	be	AUX
afs-72267	1506	7	approximately	approximately	ADV
afs-72267	1506	8	the	the	DET
afs-72267	1506	9	same	same	ADJ
afs-72267	1506	10	in	in	ADP
afs-72267	1506	11	the	the	DET
afs-72267	1506	12	aggregate	aggregate	ADJ
afs-72267	1506	13	regressions	regression	NOUN
afs-72267	1506	14	,	,	PUNCT
afs-72267	1506	15	0.016—0.018	0.016—0.018	NUM
afs-72267	1506	16	.	.	PUNCT
afs-72267	1507	1	the	the	DET
afs-72267	1507	2	level	level	NOUN
afs-72267	1507	3	of	of	ADP
afs-72267	1507	4	significance	significance	NOUN
afs-72267	1507	5	for	for	ADP
afs-72267	1507	6	this	this	DET
afs-72267	1507	7	estimate	estimate	NOUN
afs-72267	1507	8	varies	vary	VERB
afs-72267	1507	9	from	from	ADP
afs-72267	1507	10	0.154	0.154	NUM
afs-72267	1507	11	to	to	ADP
afs-72267	1507	12	0.200	0.200	NUM
afs-72267	1507	13	thus	thus	ADV
afs-72267	1507	14	not	not	PART
afs-72267	1507	15	being	be	AUX
afs-72267	1507	16	significant	significant	ADJ
afs-72267	1507	17	.	.	PUNCT
afs-72267	1508	1	table	table	NOUN
afs-72267	1508	2	12	12	NUM
afs-72267	1508	3	shows	show	VERB
afs-72267	1508	4	that	that	SCONJ
afs-72267	1508	5	when	when	SCONJ
afs-72267	1508	6	models	model	NOUN
afs-72267	1508	7	with	with	ADP
afs-72267	1508	8	the	the	DET
afs-72267	1508	9	traditional	traditional	ADJ
afs-72267	1508	10	variables	variable	NOUN
afs-72267	1508	11	specified	specify	VERB
afs-72267	1508	12	at	at	ADP
afs-72267	1508	13	farm	farm	NOUN
afs-72267	1508	14	level	level	NOUN
afs-72267	1508	15	were	be	AUX
afs-72267	1508	16	estimated	estimate	VERB
afs-72267	1508	17	,	,	PUNCT
afs-72267	1508	18	the	the	DET
afs-72267	1508	19	coefficient	coefficient	NOUN
afs-72267	1508	20	of	of	ADP
afs-72267	1508	21	determination	determination	NOUN
afs-72267	1508	22	rose	rise	VERB
afs-72267	1508	23	to	to	ADP
afs-72267	1508	24	0.997	0.997	NUM
afs-72267	1508	25	,	,	PUNCT
afs-72267	1508	26	while	while	SCONJ
afs-72267	1508	27	the	the	DET
afs-72267	1508	28	standard	standard	ADJ
afs-72267	1508	29	errors	error	NOUN
afs-72267	1508	30	of	of	ADP
afs-72267	1508	31	the	the	DET
afs-72267	1508	32	estimates	estimate	NOUN
afs-72267	1508	33	rose	rise	VERB
afs-72267	1508	34	to	to	ADP
afs-72267	1508	35	approximately	approximately	ADV
afs-72267	1508	36	5.3	5.3	NUM
afs-72267	1508	37	.	.	PUNCT
afs-72267	1509	1	the	the	DET
afs-72267	1509	2	residuals	residual	NOUN
afs-72267	1509	3	are	be	AUX
afs-72267	1509	4	autocorrelated	autocorrelate	VERB
afs-72267	1509	5	to	to	ADP
afs-72267	1509	6	a	a	DET
afs-72267	1509	7	slightly	slightly	ADV
afs-72267	1509	8	lesser	less	ADJ
afs-72267	1509	9	degree	degree	NOUN
afs-72267	1509	10	than	than	ADP
afs-72267	1509	11	in	in	ADP
afs-72267	1509	12	table	table	NOUN
afs-72267	1509	13	11	11	NUM
afs-72267	1509	14	.	.	PUNCT
afs-72267	1510	1	the	the	DET
afs-72267	1510	2	parameter	parameter	NOUN
afs-72267	1510	3	estimates	estimate	NOUN
afs-72267	1510	4	of	of	ADP
afs-72267	1510	5	the	the	DET
afs-72267	1510	6	research	research	NOUN
afs-72267	1510	7	variable	variable	ADJ
afs-72267	1510	8	gain	gain	NOUN
afs-72267	1510	9	confidence	confidence	NOUN
afs-72267	1510	10	,	,	PUNCT
afs-72267	1510	11	being	be	AUX
afs-72267	1510	12	modestly	modestly	ADV
afs-72267	1510	13	significant	significant	ADJ
afs-72267	1510	14	and	and	CCONJ
afs-72267	1510	15	clearly	clearly	ADV
afs-72267	1510	16	higher	high	ADJ
afs-72267	1510	17	,	,	PUNCT
afs-72267	1510	18	ranging	range	VERB
afs-72267	1510	19	from	from	ADP
afs-72267	1510	20	0.040	0.040	NUM
afs-72267	1510	21	to	to	ADP
afs-72267	1510	22	0.046	0.046	NUM
afs-72267	1510	23	.	.	PUNCT
afs-72267	1511	1	the	the	DET
afs-72267	1511	2	parameter	parameter	NOUN
afs-72267	1511	3	esimate	esimate	NOUN
afs-72267	1511	4	of	of	ADP
afs-72267	1511	5	external	external	ADJ
afs-72267	1511	6	inputs	input	NOUN
afs-72267	1511	7	is	be	AUX
afs-72267	1511	8	still	still	ADV
afs-72267	1511	9	negative	negative	ADJ
afs-72267	1511	10	,	,	PUNCT
afs-72267	1511	11	and	and	CCONJ
afs-72267	1511	12	after	after	ADP
afs-72267	1511	13	the	the	DET
afs-72267	1511	14	inclusion	inclusion	NOUN
afs-72267	1511	15	of	of	ADP
afs-72267	1511	16	the	the	DET
afs-72267	1511	17	extension	extension	NOUN
afs-72267	1511	18	factor	factor	NOUN
afs-72267	1511	19	the	the	DET
afs-72267	1511	20	sign	sign	NOUN
afs-72267	1511	21	for	for	ADP
afs-72267	1511	22	the	the	DET
afs-72267	1511	23	parameter	parameter	NOUN
afs-72267	1511	24	estimate	estimate	NOUN
afs-72267	1511	25	of	of	ADP
afs-72267	1511	26	labouralso	labouralso	NOUN
afs-72267	1511	27	becomes	become	VERB
afs-72267	1511	28	negative	negative	ADJ
afs-72267	1511	29	.	.	PUNCT
afs-72267	1512	1	the	the	DET
afs-72267	1512	2	interpretation	interpretation	NOUN
afs-72267	1512	3	of	of	ADP
afs-72267	1512	4	the	the	DET
afs-72267	1512	5	parameter	parameter	NOUN
afs-72267	1512	6	estimates	estimate	NOUN
afs-72267	1512	7	of	of	ADP
afs-72267	1512	8	traditional	traditional	ADJ
afs-72267	1512	9	variables	variable	NOUN
afs-72267	1512	10	must	must	AUX
afs-72267	1512	11	be	be	AUX
afs-72267	1512	12	treated	treat	VERB
afs-72267	1512	13	differently	differently	ADV
afs-72267	1512	14	when	when	SCONJ
afs-72267	1512	15	defined	define	VERB
afs-72267	1512	16	at	at	ADP
afs-72267	1512	17	farm	farm	NOUN
afs-72267	1512	18	level	level	NOUN
afs-72267	1512	19	.	.	PUNCT
afs-72267	1513	1	the	the	DET
afs-72267	1513	2	parameter	parameter	NOUN
afs-72267	1513	3	estimate	estimate	NOUN
afs-72267	1513	4	of	of	ADP
afs-72267	1513	5	research	research	NOUN
afs-72267	1513	6	has	have	VERB
afs-72267	1513	7	the	the	DET
afs-72267	1513	8	same	same	ADJ
afs-72267	1513	9	interpretation	interpretation	NOUN
afs-72267	1513	10	,	,	PUNCT
afs-72267	1513	11	since	since	SCONJ
afs-72267	1513	12	it	it	PRON
afs-72267	1513	13	is	be	AUX
afs-72267	1513	14	defined	define	VERB
afs-72267	1513	15	at	at	ADP
afs-72267	1513	16	aggregate	aggregate	ADJ
afs-72267	1513	17	level	level	NOUN
afs-72267	1513	18	in	in	ADP
afs-72267	1513	19	both	both	DET
afs-72267	1513	20	cases	case	NOUN
afs-72267	1513	21	.	.	PUNCT
afs-72267	1514	1	the	the	DET
afs-72267	1514	2	observed	observed	ADJ
afs-72267	1514	3	values	value	NOUN
afs-72267	1514	4	and	and	CCONJ
afs-72267	1514	5	the	the	DET
afs-72267	1514	6	corresponding	corresponding	ADJ
afs-72267	1514	7	values	value	NOUN
afs-72267	1514	8	estimated	estimate	VERB
afs-72267	1514	9	by	by	ADP
afs-72267	1514	10	regression	regression	NOUN
afs-72267	1514	11	(	(	PUNCT
afs-72267	1514	12	4	4	NUM
afs-72267	1514	13	)	)	PUNCT
afs-72267	1514	14	are	be	AUX
afs-72267	1514	15	illustrated	illustrate	VERB
afs-72267	1514	16	in	in	ADP
afs-72267	1514	17	figure	figure	NOUN
afs-72267	1514	18	18	18	NUM
afs-72267	1514	19	.	.	PUNCT
afs-72267	1515	1	the	the	DET
afs-72267	1515	2	results	result	NOUN
afs-72267	1515	3	of	of	ADP
afs-72267	1515	4	the	the	DET
afs-72267	1515	5	regressions	regression	NOUN
afs-72267	1515	6	including	include	VERB
afs-72267	1515	7	a	a	DET
afs-72267	1515	8	total	total	ADJ
afs-72267	1515	9	research	research	NOUN
afs-72267	1515	10	variable	variable	NOUN
afs-72267	1515	11	differ	differ	VERB
afs-72267	1515	12	somewhat	somewhat	ADV
afs-72267	1515	13	from	from	ADP
afs-72267	1515	14	theprevious	theprevious	ADJ
afs-72267	1515	15	results	result	NOUN
afs-72267	1515	16	(	(	PUNCT
afs-72267	1515	17	see	see	VERB
afs-72267	1515	18	appendices	appendix	NOUN
afs-72267	1515	19	6	6	NUM
afs-72267	1515	20	and	and	CCONJ
afs-72267	1515	21	7	7	NUM
afs-72267	1515	22	)	)	PUNCT
afs-72267	1515	23	.	.	PUNCT
afs-72267	1516	1	the	the	DET
afs-72267	1516	2	parameter	parameter	NOUN
afs-72267	1516	3	estimates	estimate	NOUN
afs-72267	1516	4	of	of	ADP
afs-72267	1516	5	labour	labour	NOUN
afs-72267	1516	6	are	be	AUX
afs-72267	1516	7	higher	high	ADJ
afs-72267	1516	8	than	than	ADP
afs-72267	1516	9	in	in	ADP
afs-72267	1516	10	tables	table	NOUN
afs-72267	1516	11	11	11	NUM
afs-72267	1516	12	and	and	CCONJ
afs-72267	1516	13	12	12	NUM
afs-72267	1516	14	,	,	PUNCT
afs-72267	1516	15	with	with	ADP
afs-72267	1516	16	a	a	DET
afs-72267	1516	17	better	well	ADJ
afs-72267	1516	18	significance	significance	NOUN
afs-72267	1516	19	.	.	PUNCT
afs-72267	1517	1	when	when	SCONJ
afs-72267	1517	2	traditional	traditional	ADJ
afs-72267	1517	3	inputs	input	NOUN
afs-72267	1517	4	are	be	AUX
afs-72267	1517	5	specified	specify	VERB
afs-72267	1517	6	at	at	ADP
afs-72267	1517	7	aggregate	aggregate	ADJ
afs-72267	1517	8	level	level	NOUN
afs-72267	1517	9	,	,	PUNCT
afs-72267	1517	10	the	the	DET
afs-72267	1517	11	parameter	parameter	NOUN
afs-72267	1517	12	estimate	estimate	NOUN
afs-72267	1517	13	of	of	ADP
afs-72267	1517	14	total	total	ADJ
afs-72267	1517	15	research	research	NOUN
afs-72267	1517	16	varies	vary	VERB
afs-72267	1517	17	from	from	ADP
afs-72267	1517	18	0.022	0.022	NUM
afs-72267	1517	19	to	to	ADP
afs-72267	1517	20	0.025	0.025	NUM
afs-72267	1517	21	,	,	PUNCT
afs-72267	1517	22	with	with	ADP
afs-72267	1517	23	a	a	DET
afs-72267	1517	24	clearly	clearly	ADV
afs-72267	1517	25	higher	high	ADJ
afs-72267	1517	26	significance	significance	NOUN
afs-72267	1517	27	(	(	PUNCT
afs-72267	1517	28	0.057	0.057	NUM
afs-72267	1517	29	and	and	CCONJ
afs-72267	1517	30	0.102	0.102	NUM
afs-72267	1517	31	)	)	PUNCT
afs-72267	1517	32	than	than	ADP
afs-72267	1517	33	in	in	ADP
afs-72267	1517	34	regressions	regression	NOUN
afs-72267	1517	35	(	(	PUNCT
afs-72267	1517	36	1	1	NUM
afs-72267	1517	37	)	)	PUNCT
afs-72267	1517	38	and	and	CCONJ
afs-72267	1517	39	(	(	PUNCT
afs-72267	1517	40	2	2	NUM
afs-72267	1517	41	)	)	PUNCT
afs-72267	1517	42	.	.	PUNCT
afs-72267	1518	1	when	when	SCONJ
afs-72267	1518	2	traditional	traditional	ADJ
afs-72267	1518	3	variables	variable	NOUN
afs-72267	1518	4	are	be	AUX
afs-72267	1518	5	specified	specify	VERB
afs-72267	1518	6	at	at	ADP
afs-72267	1518	7	farm	farm	NOUN
afs-72267	1518	8	level	level	NOUN
afs-72267	1518	9	,	,	PUNCT
afs-72267	1518	10	the	the	DET
afs-72267	1518	11	parameter	parameter	NOUN
afs-72267	1518	12	estimate	estimate	NOUN
afs-72267	1518	13	of	of	ADP
afs-72267	1518	14	research	research	NOUN
afs-72267	1518	15	rises	rise	VERB
afs-72267	1518	16	to	to	ADP
afs-72267	1518	17	0.054	0.054	NUM
afs-72267	1518	18	and	and	CCONJ
afs-72267	1518	19	respectively	respectively	ADV
afs-72267	1518	20	,	,	PUNCT
afs-72267	1518	21	0.047	0.047	NUM
afs-72267	1518	22	and	and	CCONJ
afs-72267	1518	23	the	the	DET
afs-72267	1518	24	parameter	parameter	NOUN
afs-72267	1518	25	significance	significance	NOUN
afs-72267	1518	26	increases	increase	VERB
afs-72267	1518	27	to	to	ADP
afs-72267	1518	28	0.020	0.020	NUM
afs-72267	1518	29	,	,	PUNCT
afs-72267	1518	30	310	310	NUM
afs-72267	1518	31	311	311	NUM
afs-72267	1518	32	fig	fig	NOUN
afs-72267	1518	33	.	.	PUNCT
afs-72267	1519	1	16	16	NUM
afs-72267	1519	2	.	.	PUNCT
afs-72267	1520	1	regressions	regression	NOUN
afs-72267	1520	2	for	for	ADP
afs-72267	1520	3	the	the	DET
afs-72267	1520	4	linear	linear	ADJ
afs-72267	1520	5	model	model	NOUN
afs-72267	1520	6	(	(	PUNCT
afs-72267	1520	7	2	2	NUM
afs-72267	1520	8	)	)	PUNCT
afs-72267	1520	9	.	.	PUNCT
afs-72267	1521	1	fig	fig	NOUN
afs-72267	1521	2	.	.	PUNCT
afs-72267	1522	1	17	17	NUM
afs-72267	1522	2	.	.	PUNCT
afs-72267	1523	1	residuals	residual	NOUN
afs-72267	1523	2	for	for	ADP
afs-72267	1523	3	the	the	DET
afs-72267	1523	4	linear	linear	ADJ
afs-72267	1523	5	model	model	NOUN
afs-72267	1523	6	(	(	PUNCT
afs-72267	1523	7	2	2	NUM
afs-72267	1523	8	)	)	PUNCT
afs-72267	1523	9	.	.	PUNCT
afs-72267	1524	1	and	and	CCONJ
afs-72267	1524	2	respectively	respectively	ADV
afs-72267	1524	3	,	,	PUNCT
afs-72267	1524	4	0.067	0.067	NUM
afs-72267	1524	5	.	.	PUNCT
afs-72267	1525	1	the	the	DET
afs-72267	1525	2	coefficient	coefficient	NOUN
afs-72267	1525	3	of	of	ADP
afs-72267	1525	4	determinationrises	determinationrise	NOUN
afs-72267	1525	5	to	to	ADP
afs-72267	1525	6	0.997	0.997	NUM
afs-72267	1525	7	,	,	PUNCT
afs-72267	1525	8	compared	compare	VERB
afs-72267	1525	9	with	with	ADP
afs-72267	1525	10	0.983—0.984	0.983—0.984	NUM
afs-72267	1525	11	when	when	SCONJ
afs-72267	1525	12	the	the	DET
afs-72267	1525	13	traditional	traditional	ADJ
afs-72267	1525	14	variables	variable	NOUN
afs-72267	1525	15	were	be	AUX
afs-72267	1525	16	specified	specify	VERB
afs-72267	1525	17	at	at	ADP
afs-72267	1525	18	aggregate	aggregate	ADJ
afs-72267	1525	19	level	level	NOUN
afs-72267	1525	20	,	,	PUNCT
afs-72267	1525	21	and	and	CCONJ
afs-72267	1525	22	the	the	DET
afs-72267	1525	23	autocorrelation	autocorrelation	NOUN
afs-72267	1525	24	slightly	slightly	ADV
afs-72267	1525	25	decreases	decrease	VERB
afs-72267	1525	26	.	.	PUNCT
afs-72267	1526	1	the	the	DET
afs-72267	1526	2	inclusion	inclusion	NOUN
afs-72267	1526	3	of	of	ADP
afs-72267	1526	4	a	a	DET
afs-72267	1526	5	trend	trend	NOUN
afs-72267	1526	6	factor	factor	NOUN
afs-72267	1526	7	did	do	AUX
afs-72267	1526	8	not	not	PART
afs-72267	1526	9	raise	raise	VERB
afs-72267	1526	10	the	the	DET
afs-72267	1526	11	coefficient	coefficient	NOUN
afs-72267	1526	12	of	of	ADP
afs-72267	1526	13	determination	determination	NOUN
afs-72267	1526	14	,	,	PUNCT
afs-72267	1526	15	whereas	whereas	SCONJ
afs-72267	1526	16	the	the	DET
afs-72267	1526	17	significance	significance	NOUN
afs-72267	1526	18	of	of	ADP
afs-72267	1526	19	the	the	DET
afs-72267	1526	20	other	other	ADJ
afs-72267	1526	21	variables	variable	NOUN
afs-72267	1526	22	becomes	become	VERB
afs-72267	1526	23	lower	low	ADJ
afs-72267	1526	24	.	.	PUNCT
afs-72267	1527	1	because	because	SCONJ
afs-72267	1527	2	the	the	DET
afs-72267	1527	3	regressions	regression	NOUN
afs-72267	1527	4	are	be	AUX
afs-72267	1527	5	estimated	estimate	VERB
afs-72267	1527	6	on	on	ADP
afs-72267	1527	7	the	the	DET
afs-72267	1527	8	basis	basis	NOUN
afs-72267	1527	9	of	of	ADP
afs-72267	1527	10	index	index	NOUN
afs-72267	1527	11	series	series	NOUN
afs-72267	1527	12	,	,	PUNCT
afs-72267	1527	13	it	it	PRON
afs-72267	1527	14	is	be	AUX
afs-72267	1527	15	not	not	PART
afs-72267	1527	16	possible	possible	ADJ
afs-72267	1527	17	to	to	PART
afs-72267	1527	18	read	read	VERB
afs-72267	1527	19	the	the	DET
afs-72267	1527	20	absolute	absolute	ADJ
afs-72267	1527	21	level	level	NOUN
afs-72267	1527	22	of	of	ADP
afs-72267	1527	23	the	the	DET
afs-72267	1527	24	marginal	marginal	ADJ
afs-72267	1527	25	product	product	NOUN
afs-72267	1527	26	straight	straight	ADV
afs-72267	1527	27	from	from	ADP
afs-72267	1527	28	the	the	DET
afs-72267	1527	29	parameter	parameter	NOUN
afs-72267	1527	30	estimates	estimate	NOUN
afs-72267	1527	31	of	of	ADP
afs-72267	1527	32	the	the	DET
afs-72267	1527	33	variables	variable	NOUN
afs-72267	1527	34	;	;	PUNCT
afs-72267	1527	35	rather	rather	ADV
afs-72267	1527	36	they	they	PRON
afs-72267	1527	37	have	have	VERB
afs-72267	1527	38	to	to	PART
afs-72267	1527	39	be	be	AUX
afs-72267	1527	40	changed	change	VERB
afs-72267	1527	41	into	into	ADP
afs-72267	1527	42	elasticities	elasticity	NOUN
afs-72267	1527	43	.	.	PUNCT
afs-72267	1528	1	if	if	SCONJ
afs-72267	1528	2	for	for	ADP
afs-72267	1528	3	a	a	DET
afs-72267	1528	4	moment	moment	NOUN
afs-72267	1528	5	we	we	PRON
afs-72267	1528	6	forget	forget	VERB
afs-72267	1528	7	the	the	DET
afs-72267	1528	8	doubts	doubt	NOUN
afs-72267	1528	9	about	about	ADP
afs-72267	1528	10	the	the	DET
afs-72267	1528	11	reliability	reliability	NOUN
afs-72267	1528	12	of	of	ADP
afs-72267	1528	13	the	the	DET
afs-72267	1528	14	parameter	parameter	NOUN
afs-72267	1528	15	estimate	estimate	NOUN
afs-72267	1528	16	of	of	ADP
afs-72267	1528	17	research	research	NOUN
afs-72267	1528	18	,	,	PUNCT
afs-72267	1528	19	which	which	PRON
afs-72267	1528	20	is	be	AUX
afs-72267	1528	21	equal	equal	ADJ
afs-72267	1528	22	to	to	ADP
afs-72267	1528	23	the	the	DET
afs-72267	1528	24	marginal	marginal	ADJ
afs-72267	1528	25	product	product	NOUN
afs-72267	1528	26	,	,	PUNCT
afs-72267	1528	27	and	and	CCONJ
afs-72267	1528	28	assume	assume	VERB
afs-72267	1528	29	it	it	PRON
afs-72267	1528	30	is	be	AUX
afs-72267	1528	31	0.016	0.016	NUM
afs-72267	1528	32	for	for	ADP
afs-72267	1528	33	public	public	ADJ
afs-72267	1528	34	research	research	NOUN
afs-72267	1528	35	,	,	PUNCT
afs-72267	1528	36	which	which	PRON
afs-72267	1528	37	is	be	AUX
afs-72267	1528	38	the	the	DET
afs-72267	1528	39	smallest	small	ADJ
afs-72267	1528	40	parameter	parameter	NOUN
afs-72267	1528	41	estimate	estimate	NOUN
afs-72267	1528	42	of	of	ADP
afs-72267	1528	43	public	public	ADJ
afs-72267	1528	44	research	research	NOUN
afs-72267	1528	45	,	,	PUNCT
afs-72267	1528	46	and	and	CCONJ
afs-72267	1528	47	0.022	0.022	NUM
afs-72267	1528	48	for	for	ADP
afs-72267	1528	49	total	total	ADJ
afs-72267	1528	50	research	research	NOUN
afs-72267	1528	51	estimate	estimate	NOUN
afs-72267	1528	52	,	,	PUNCT
afs-72267	1528	53	as	as	SCONJ
afs-72267	1528	54	indicated	indicate	VERB
afs-72267	1528	55	by	by	ADP
afs-72267	1528	56	regressions	regression	NOUN
afs-72267	1528	57	(	(	PUNCT
afs-72267	1528	58	2	2	NUM
afs-72267	1528	59	)	)	PUNCT
afs-72267	1528	60	and	and	CCONJ
afs-72267	1528	61	(	(	PUNCT
afs-72267	1528	62	6	6	NUM
afs-72267	1528	63	)	)	PUNCT
afs-72267	1528	64	,	,	PUNCT
afs-72267	1528	65	we	we	PRON
afs-72267	1528	66	can	can	AUX
afs-72267	1528	67	calculate	calculate	VERB
afs-72267	1528	68	an	an	DET
afs-72267	1528	69	elasticity	elasticity	NOUN
afs-72267	1528	70	with	with	ADP
afs-72267	1528	71	respect	respect	NOUN
afs-72267	1528	72	to	to	ADP
afs-72267	1528	73	research	research	NOUN
afs-72267	1528	74	input	input	NOUN
afs-72267	1528	75	.	.	PUNCT
afs-72267	1529	1	for	for	ADP
afs-72267	1529	2	the	the	DET
afs-72267	1529	3	function	function	NOUN
afs-72267	1529	4	y	y	PROPN
afs-72267	1529	5	=	=	PROPN
afs-72267	1529	6	f(x	f(x	PROPN
afs-72267	1529	7	)	)	PUNCT
afs-72267	1529	8	,	,	PUNCT
afs-72267	1529	9	the	the	DET
afs-72267	1529	10	elasticity	elasticity	NOUN
afs-72267	1529	11	of	of	ADP
afs-72267	1529	12	the	the	DET
afs-72267	1529	13	change	change	NOUN
afs-72267	1529	14	in	in	ADP
afs-72267	1529	15	y	y	PROPN
afs-72267	1529	16	to	to	PART
afs-72267	1529	17	changes	change	NOUN
afs-72267	1529	18	in	in	ADP
afs-72267	1529	19	x	x	AUX
afs-72267	1529	20	is	be	AUX
afs-72267	1529	21	given	give	VERB
afs-72267	1529	22	by	by	ADP
afs-72267	1529	23	:	:	PUNCT
afs-72267	1529	24	(	(	PUNCT
afs-72267	1529	25	5.1	5.1	NUM
afs-72267	1529	26	)	)	PUNCT
afs-72267	1529	27	e	e	NOUN
afs-72267	1530	1	=	=	NOUN
afs-72267	1530	2	—	—	PUNCT
afs-72267	1530	3	—	—	PUNCT
afs-72267	1530	4	=	=	NOUN
afs-72267	1530	5	-xb	-xb	VERB
afs-72267	1530	6	y	y	NOUN
afs-72267	1530	7	x	x	VERB
afs-72267	1530	8	y	y	PROPN
afs-72267	1530	9	dx	dx	PROPN
afs-72267	1530	10	y	y	PROPN
afs-72267	1530	11	the	the	DET
afs-72267	1530	12	average	average	NOUN
afs-72267	1530	13	for	for	ADP
afs-72267	1530	14	gross	gross	ADJ
afs-72267	1530	15	production	production	NOUN
afs-72267	1530	16	in	in	ADP
afs-72267	1530	17	the	the	DET
afs-72267	1530	18	index	index	NOUN
afs-72267	1530	19	series	series	NOUN
afs-72267	1530	20	is	be	AUX
afs-72267	1530	21	143.03	143.03	NUM
afs-72267	1530	22	,	,	PUNCT
afs-72267	1530	23	for	for	ADP
afs-72267	1530	24	public	public	ADJ
afs-72267	1530	25	research	research	NOUN
afs-72267	1530	26	354.00	354.00	NUM
afs-72267	1530	27	and	and	CCONJ
afs-72267	1530	28	for	for	ADP
afs-72267	1530	29	total	total	ADJ
afs-72267	1530	30	research	research	NOUN
afs-72267	1530	31	428.00	428.00	NUM
afs-72267	1530	32	.	.	PUNCT
afs-72267	1531	1	the	the	DET
afs-72267	1531	2	elasticity	elasticity	NOUN
afs-72267	1531	3	with	with	ADP
afs-72267	1531	4	respect	respect	NOUN
afs-72267	1531	5	to	to	ADP
afs-72267	1531	6	public	public	ADJ
afs-72267	1531	7	research	research	NOUN
afs-72267	1531	8	is	be	AUX
afs-72267	1531	9	then	then	ADV
afs-72267	1531	10	,	,	PUNCT
afs-72267	1531	11	according	accord	VERB
afs-72267	1531	12	to	to	ADP
afs-72267	1531	13	(	(	PUNCT
afs-72267	1531	14	5.1	5.1	NUM
afs-72267	1531	15	):	):	PUNCT
afs-72267	1531	16	ep	ep	PROPN
afs-72267	1531	17	=	=	PUNCT
afs-72267	1531	18	354/143.03	354/143.03	NUM
afs-72267	1531	19	x	x	SYM
afs-72267	1531	20	0.016	0.016	NUM
afs-72267	1531	21	=	=	SYM
afs-72267	1531	22	0.040	0.040	NUM
afs-72267	1531	23	and	and	CCONJ
afs-72267	1531	24	the	the	DET
afs-72267	1531	25	elasticity	elasticity	NOUN
afs-72267	1531	26	with	with	ADP
afs-72267	1531	27	respect	respect	NOUN
afs-72267	1531	28	to	to	ADP
afs-72267	1531	29	total	total	ADJ
afs-72267	1531	30	research	research	NOUN
afs-72267	1531	31	similarly	similarly	ADV
afs-72267	1531	32	:	:	PUNCT
afs-72267	1531	33	e	e	X
afs-72267	1531	34	,	,	PUNCT
afs-72267	1531	35	=	=	SYM
afs-72267	1531	36	428/143.03	428/143.03	NUM
afs-72267	1531	37	x	x	SYM
afs-72267	1531	38	0.022	0.022	NUM
afs-72267	1531	39	=	=	SYM
afs-72267	1531	40	0.066	0.066	NUM
afs-72267	1531	41	this	this	PRON
afs-72267	1531	42	implies	imply	VERB
afs-72267	1531	43	that	that	SCONJ
afs-72267	1531	44	during	during	ADP
afs-72267	1531	45	1950—1984	1950—1984	PROPN
afs-72267	1531	46	the	the	DET
afs-72267	1531	47	agricultural	agricultural	ADJ
afs-72267	1531	48	gross	gross	ADJ
afs-72267	1531	49	production	production	NOUN
afs-72267	1531	50	would	would	AUX
afs-72267	1531	51	have	have	AUX
afs-72267	1531	52	increased	increase	VERB
afs-72267	1531	53	by	by	ADP
afs-72267	1531	54	0.040	0.040	NUM
afs-72267	1531	55	%	%	NOUN
afs-72267	1531	56	for	for	ADP
afs-72267	1531	57	every	every	DET
afs-72267	1531	58	1	1	NUM
afs-72267	1531	59	%	%	NOUN
afs-72267	1531	60	increase	increase	NOUN
afs-72267	1531	61	in	in	ADP
afs-72267	1531	62	the	the	DET
afs-72267	1531	63	funds	fund	NOUN
afs-72267	1531	64	allocated	allocate	VERB
afs-72267	1531	65	to	to	ADP
afs-72267	1531	66	public	public	ADJ
afs-72267	1531	67	research	research	NOUN
afs-72267	1531	68	.	.	PUNCT
afs-72267	1532	1	correspondingly	correspondingly	ADV
afs-72267	1532	2	,	,	PUNCT
afs-72267	1532	3	gross	gross	ADJ
afs-72267	1532	4	production	production	NOUN
afs-72267	1532	5	would	would	AUX
afs-72267	1532	6	have	have	AUX
afs-72267	1532	7	increased	increase	VERB
afs-72267	1532	8	with	with	ADP
afs-72267	1532	9	0.066	0.066	NUM
afs-72267	1532	10	%	%	NOUN
afs-72267	1532	11	for	for	ADP
afs-72267	1532	12	every	every	DET
afs-72267	1532	13	1	1	NUM
afs-72267	1532	14	%	%	NOUN
afs-72267	1532	15	increase	increase	NOUN
afs-72267	1532	16	in	in	ADP
afs-72267	1532	17	total	total	ADJ
afs-72267	1532	18	public	public	ADJ
afs-72267	1532	19	and	and	CCONJ
afs-72267	1532	20	private	private	ADJ
afs-72267	1532	21	spending	spending	NOUN
afs-72267	1532	22	on	on	ADP
afs-72267	1532	23	agricultural	agricultural	ADJ
afs-72267	1532	24	research	research	NOUN
afs-72267	1532	25	.	.	PUNCT
afs-72267	1533	1	to	to	PART
afs-72267	1533	2	make	make	VERB
afs-72267	1533	3	it	it	PRON
afs-72267	1533	4	easier	easy	ADJ
afs-72267	1533	5	we	we	PRON
afs-72267	1533	6	assume	assume	VERB
afs-72267	1533	7	these	these	DET
afs-72267	1533	8	elasticities	elasticity	NOUN
afs-72267	1533	9	,	,	PUNCT
afs-72267	1533	10	which	which	PRON
afs-72267	1533	11	are	be	AUX
afs-72267	1533	12	averages	average	NOUN
afs-72267	1533	13	for	for	ADP
afs-72267	1533	14	the	the	DET
afs-72267	1533	15	whole	whole	ADJ
afs-72267	1533	16	period	period	NOUN
afs-72267	1533	17	,	,	PUNCT
afs-72267	1533	18	to	to	PART
afs-72267	1533	19	be	be	AUX
afs-72267	1533	20	valid	valid	ADJ
afs-72267	1533	21	in	in	ADP
afs-72267	1533	22	1984	1984	NUM
afs-72267	1533	23	.	.	PUNCT
afs-72267	1534	1	subtracting	subtract	VERB
afs-72267	1534	2	the	the	DET
afs-72267	1534	3	state	state	NOUN
afs-72267	1534	4	subsidies	subsidy	NOUN
afs-72267	1534	5	and	and	CCONJ
afs-72267	1534	6	compensations	compensation	NOUN
afs-72267	1534	7	as	as	ADV
afs-72267	1534	8	well	well	ADV
afs-72267	1534	9	as	as	ADP
afs-72267	1534	10	outdoor	outdoor	ADJ
afs-72267	1534	11	production	production	NOUN
afs-72267	1534	12	from	from	ADP
afs-72267	1534	13	the	the	DET
afs-72267	1534	14	gross	gross	ADJ
afs-72267	1534	15	producfig	producfig	NOUN
afs-72267	1534	16	.	.	PUNCT
afs-72267	1535	1	18	18	NUM
afs-72267	1535	2	.	.	PUNCT
afs-72267	1536	1	observed	observe	VERB
afs-72267	1536	2	values	value	NOUN
afs-72267	1536	3	of	of	ADP
afs-72267	1536	4	production	production	NOUN
afs-72267	1536	5	and	and	CCONJ
afs-72267	1536	6	corresponding	correspond	VERB
afs-72267	1536	7	values	value	NOUN
afs-72267	1536	8	estimated	estimate	VERB
afs-72267	1536	9	by	by	ADP
afs-72267	1536	10	regression	regression	NOUN
afs-72267	1536	11	(	(	PUNCT
afs-72267	1536	12	4	4	NUM
afs-72267	1536	13	)	)	PUNCT
afs-72267	1536	14	(	(	PUNCT
afs-72267	1536	15	dotted	dotted	ADJ
afs-72267	1536	16	line	line	NOUN
afs-72267	1536	17	)	)	PUNCT
afs-72267	1536	18	.	.	PUNCT
afs-72267	1537	1	312	312	NUM
afs-72267	1537	2	tion	tion	NOUN
afs-72267	1537	3	in	in	ADP
afs-72267	1537	4	agriculture	agriculture	NOUN
afs-72267	1537	5	in	in	ADP
afs-72267	1537	6	1984	1984	NUM
afs-72267	1537	7	,	,	PUNCT
afs-72267	1537	8	one	one	PRON
afs-72267	1537	9	obtains	obtain	VERB
afs-72267	1537	10	fim	fim	X
afs-72267	1537	11	19,403.9	19,403.9	NUM
afs-72267	1537	12	million	million	NUM
afs-72267	1537	13	as	as	ADP
afs-72267	1537	14	the	the	DET
afs-72267	1537	15	value	value	NOUN
afs-72267	1537	16	of	of	ADP
afs-72267	1537	17	gross	gross	ADJ
afs-72267	1537	18	production	production	NOUN
afs-72267	1537	19	.	.	PUNCT
afs-72267	1538	1	since	since	SCONJ
afs-72267	1538	2	the	the	DET
afs-72267	1538	3	public	public	ADJ
afs-72267	1538	4	funds	fund	NOUN
afs-72267	1538	5	for	for	ADP
afs-72267	1538	6	research	research	NOUN
afs-72267	1538	7	were	be	AUX
afs-72267	1538	8	fim	fim	PROPN
afs-72267	1538	9	157.0	157.0	NUM
afs-72267	1538	10	million	million	NUM
afs-72267	1538	11	and	and	CCONJ
afs-72267	1538	12	total	total	ADJ
afs-72267	1538	13	public	public	ADJ
afs-72267	1538	14	and	and	CCONJ
afs-72267	1538	15	private	private	ADJ
afs-72267	1538	16	research	research	NOUN
afs-72267	1538	17	spending	spending	NOUN
afs-72267	1538	18	was	be	AUX
afs-72267	1538	19	fim	fim	PROPN
afs-72267	1538	20	230.1	230.1	NUM
afs-72267	1538	21	million	million	NUM
afs-72267	1538	22	a	a	DET
afs-72267	1538	23	preliminary	preliminary	ADJ
afs-72267	1538	24	value	value	NOUN
afs-72267	1538	25	marginal	marginal	ADJ
afs-72267	1538	26	product	product	NOUN
afs-72267	1538	27	can	can	AUX
afs-72267	1538	28	be	be	AUX
afs-72267	1538	29	computed	compute	VERB
afs-72267	1538	30	according	accord	VERB
afs-72267	1538	31	to	to	ADP
afs-72267	1538	32	expression	expression	NOUN
afs-72267	1538	33	(	(	PUNCT
afs-72267	1538	34	6.2	6.2	NUM
afs-72267	1538	35	)	)	PUNCT
afs-72267	1538	36	.	.	PUNCT
afs-72267	1539	1	public	public	ADJ
afs-72267	1539	2	research	research	NOUN
afs-72267	1539	3	;	;	PUNCT
afs-72267	1539	4	vmp	vmp	PROPN
afs-72267	1539	5	=	=	PROPN
afs-72267	1539	6	0.040	0.040	NUM
afs-72267	1539	7	«	«	PUNCT
afs-72267	1539	8	lo	lo	PROPN
afs-72267	1539	9	x	x	PUNCT
afs-72267	1539	10	fim	fim	PROPN
afs-72267	1539	11	19,403.9	19,403.9	NUM
afs-72267	1539	12	million	million	NUM
afs-72267	1539	13	=	=	SYM
afs-72267	1539	14	4.94	4.94	NUM
afs-72267	1539	15	1	1	NUM
afs-72267	1539	16	%	%	NOUN
afs-72267	1539	17	x	x	NOUN
afs-72267	1539	18	fim	fim	VERB
afs-72267	1539	19	157.0	157.0	NUM
afs-72267	1539	20	million	million	NUM
afs-72267	1539	21	total	total	ADJ
afs-72267	1539	22	research	research	NOUN
afs-72267	1539	23	:	:	PUNCT
afs-72267	1539	24	vmp	vmp	PROPN
afs-72267	1539	25	=	=	NOUN
afs-72267	1539	26	0.066	0.066	NUM
afs-72267	1539	27	%	%	NOUN
afs-72267	1539	28	x	x	SYM
afs-72267	1539	29	fim	fim	PROPN
afs-72267	1539	30	19,403.9	19,403.9	NUM
afs-72267	1539	31	million	million	NUM
afs-72267	1539	32	_	_	NOUN
afs-72267	1540	1	5	5	NUM
afs-72267	1540	2	?	?	SYM
afs-72267	1540	3	1	1	NUM
afs-72267	1540	4	%	%	NOUN
afs-72267	1540	5	x	x	SYM
afs-72267	1540	6	fim	fim	VERB
afs-72267	1540	7	230.1	230.1	NUM
afs-72267	1540	8	million	million	NUM
afs-72267	1540	9	in	in	ADP
afs-72267	1540	10	case	case	NOUN
afs-72267	1540	11	the	the	DET
afs-72267	1540	12	reservations	reservation	NOUN
afs-72267	1540	13	made	make	VERB
afs-72267	1540	14	concerning	concern	VERB
afs-72267	1540	15	the	the	DET
afs-72267	1540	16	linear	linear	ADJ
afs-72267	1540	17	production	production	NOUN
afs-72267	1540	18	function	function	NOUN
afs-72267	1540	19	are	be	AUX
afs-72267	1540	20	accepted	accept	VERB
afs-72267	1540	21	and	and	CCONJ
afs-72267	1540	22	the	the	DET
afs-72267	1540	23	elasticities	elasticity	NOUN
afs-72267	1540	24	with	with	ADP
afs-72267	1540	25	respect	respect	NOUN
afs-72267	1540	26	to	to	ADP
afs-72267	1540	27	public	public	ADJ
afs-72267	1540	28	and	and	CCONJ
afs-72267	1540	29	total	total	ADJ
afs-72267	1540	30	research	research	NOUN
afs-72267	1540	31	are	be	AUX
afs-72267	1540	32	valid	valid	ADJ
afs-72267	1540	33	,	,	PUNCT
afs-72267	1540	34	a	a	DET
afs-72267	1540	35	value	value	NOUN
afs-72267	1540	36	marginal	marginal	ADJ
afs-72267	1540	37	product	product	NOUN
afs-72267	1540	38	of	of	ADP
afs-72267	1540	39	4.94	4.94	NUM
afs-72267	1540	40	for	for	ADP
afs-72267	1540	41	public	public	ADJ
afs-72267	1540	42	research	research	NOUN
afs-72267	1540	43	and	and	CCONJ
afs-72267	1540	44	5.57	5.57	NUM
afs-72267	1540	45	for	for	ADP
afs-72267	1540	46	total	total	ADJ
afs-72267	1540	47	research	research	NOUN
afs-72267	1540	48	is	be	AUX
afs-72267	1540	49	obtained	obtain	VERB
afs-72267	1540	50	.	.	PUNCT
afs-72267	1541	1	this	this	PRON
afs-72267	1541	2	means	mean	VERB
afs-72267	1541	3	that	that	SCONJ
afs-72267	1541	4	every	every	DET
afs-72267	1541	5	additional	additional	ADJ
afs-72267	1541	6	fim	fim	NOUN
afs-72267	1541	7	allocated	allocate	VERB
afs-72267	1541	8	to	to	ADP
afs-72267	1541	9	public	public	ADJ
afs-72267	1541	10	research	research	NOUN
afs-72267	1541	11	would	would	AUX
afs-72267	1541	12	return	return	VERB
afs-72267	1541	13	as	as	ADP
afs-72267	1541	14	an	an	DET
afs-72267	1541	15	annual	annual	ADJ
afs-72267	1541	16	value	value	NOUN
afs-72267	1541	17	of	of	ADP
afs-72267	1541	18	fim	fim	PROPN
afs-72267	1541	19	4.94	4.94	NUM
afs-72267	1541	20	.	.	PUNCT
afs-72267	1542	1	similarly	similarly	ADV
afs-72267	1542	2	total	total	VERB
afs-72267	1542	3	private	private	ADJ
afs-72267	1542	4	and	and	CCONJ
afs-72267	1542	5	public	public	ADJ
afs-72267	1542	6	research	research	NOUN
afs-72267	1542	7	would	would	AUX
afs-72267	1542	8	yield	yield	VERB
afs-72267	1542	9	a	a	DET
afs-72267	1542	10	return	return	NOUN
afs-72267	1542	11	of	of	ADP
afs-72267	1542	12	fim	fim	PROPN
afs-72267	1542	13	5.57	5.57	NUM
afs-72267	1542	14	for	for	ADP
afs-72267	1542	15	an	an	DET
afs-72267	1542	16	additional	additional	ADJ
afs-72267	1542	17	increase	increase	NOUN
afs-72267	1542	18	of	of	ADP
afs-72267	1542	19	fim	fim	NOUN
afs-72267	1542	20	1	1	NUM
afs-72267	1542	21	in	in	ADP
afs-72267	1542	22	research	research	NOUN
afs-72267	1542	23	spending	spending	NOUN
afs-72267	1542	24	.	.	PUNCT
afs-72267	1543	1	this	this	PRON
afs-72267	1543	2	is	be	AUX
afs-72267	1543	3	clearly	clearly	ADV
afs-72267	1543	4	not	not	PART
afs-72267	1543	5	the	the	DET
afs-72267	1543	6	true	true	ADJ
afs-72267	1543	7	value	value	NOUN
afs-72267	1543	8	marginal	marginal	ADJ
afs-72267	1543	9	product	product	NOUN
afs-72267	1543	10	,	,	PUNCT
afs-72267	1543	11	since	since	SCONJ
afs-72267	1543	12	the	the	DET
afs-72267	1543	13	costs	cost	NOUN
afs-72267	1543	14	of	of	ADP
afs-72267	1543	15	extension	extension	NOUN
afs-72267	1543	16	not	not	PART
afs-72267	1543	17	have	have	AUX
afs-72267	1543	18	been	be	AUX
afs-72267	1543	19	included	include	VERB
afs-72267	1543	20	,	,	PUNCT
afs-72267	1543	21	no	no	DET
afs-72267	1543	22	lags	lag	NOUN
afs-72267	1543	23	are	be	AUX
afs-72267	1543	24	accounted	account	VERB
afs-72267	1543	25	for	for	ADP
afs-72267	1543	26	,	,	PUNCT
afs-72267	1543	27	and	and	CCONJ
afs-72267	1543	28	research	research	NOUN
afs-72267	1543	29	expenditures	expenditure	NOUN
afs-72267	1543	30	are	be	AUX
afs-72267	1543	31	undervalued	undervalue	VERB
afs-72267	1543	32	on	on	ADP
afs-72267	1543	33	the	the	DET
afs-72267	1543	34	part	part	NOUN
afs-72267	1543	35	of	of	ADP
afs-72267	1543	36	total	total	ADJ
afs-72267	1543	37	research	research	NOUN
afs-72267	1543	38	.	.	PUNCT
afs-72267	1544	1	despite	despite	SCONJ
afs-72267	1544	2	these	these	DET
afs-72267	1544	3	deficiencies	deficiency	NOUN
afs-72267	1544	4	,	,	PUNCT
afs-72267	1544	5	the	the	DET
afs-72267	1544	6	very	very	ADV
afs-72267	1544	7	high	high	ADJ
afs-72267	1544	8	value	value	NOUN
afs-72267	1544	9	marginal	marginal	ADJ
afs-72267	1544	10	products	product	NOUN
afs-72267	1544	11	still	still	ADV
afs-72267	1544	12	gives	give	VERB
afs-72267	1544	13	some	some	DET
afs-72267	1544	14	preliminary	preliminary	ADJ
afs-72267	1544	15	information	information	NOUN
afs-72267	1544	16	about	about	ADP
afs-72267	1544	17	the	the	DET
afs-72267	1544	18	returns	return	NOUN
afs-72267	1544	19	from	from	ADP
afs-72267	1544	20	research	research	NOUN
afs-72267	1544	21	.	.	PUNCT
afs-72267	1545	1	5.1.2	5.1.2	X
afs-72267	1545	2	.	.	PUNCT
afs-72267	1545	3	cobb	cobb	PROPN
afs-72267	1545	4	-	-	PUNCT
afs-72267	1545	5	douglas	douglas	PROPN
afs-72267	1545	6	models	model	NOUN
afs-72267	1545	7	without	without	ADP
afs-72267	1545	8	lags	lag	VERB
afs-72267	1545	9	the	the	DET
afs-72267	1545	10	cobb	cobb	PROPN
afs-72267	1545	11	-	-	PUNCT
afs-72267	1545	12	douglas	douglas	PROPN
afs-72267	1545	13	function	function	PROPN
afs-72267	1545	14	is	be	AUX
afs-72267	1545	15	the	the	DET
afs-72267	1545	16	most	most	ADV
afs-72267	1545	17	common	common	ADJ
afs-72267	1545	18	form	form	NOUN
afs-72267	1545	19	of	of	ADP
afs-72267	1545	20	the	the	DET
afs-72267	1545	21	production	production	NOUN
afs-72267	1545	22	function	function	NOUN
afs-72267	1545	23	used	use	VERB
afs-72267	1545	24	in	in	ADP
afs-72267	1545	25	estimating	estimate	VERB
afs-72267	1545	26	the	the	DET
afs-72267	1545	27	returns	return	NOUN
afs-72267	1545	28	to	to	ADP
afs-72267	1545	29	research	research	NOUN
afs-72267	1545	30	.	.	PUNCT
afs-72267	1546	1	the	the	DET
afs-72267	1546	2	estimates	estimate	NOUN
afs-72267	1546	3	of	of	ADP
afs-72267	1546	4	the	the	DET
afs-72267	1546	5	parameters	parameter	NOUN
afs-72267	1546	6	in	in	ADP
afs-72267	1546	7	(	(	PUNCT
afs-72267	1546	8	3.9	3.9	NUM
afs-72267	1546	9	)	)	PUNCT
afs-72267	1546	10	are	be	AUX
afs-72267	1546	11	presented	present	VERB
afs-72267	1546	12	in	in	ADP
afs-72267	1546	13	tables	table	NOUN
afs-72267	1546	14	13	13	NUM
afs-72267	1546	15	and	and	CCONJ
afs-72267	1546	16	14	14	NUM
afs-72267	1546	17	.	.	PUNCT
afs-72267	1547	1	according	accord	VERB
afs-72267	1547	2	to	to	ADP
afs-72267	1547	3	a	a	DET
afs-72267	1547	4	well	well	ADV
afs-72267	1547	5	-	-	PUNCT
afs-72267	1547	6	known	know	VERB
afs-72267	1547	7	theorem	theorem	NOUN
afs-72267	1547	8	in	in	ADP
afs-72267	1547	9	price	price	NOUN
afs-72267	1547	10	theory	theory	NOUN
afs-72267	1547	11	,	,	PUNCT
afs-72267	1547	12	the	the	DET
afs-72267	1547	13	exponent	exponent	NOUN
afs-72267	1547	14	in	in	ADP
afs-72267	1547	15	the	the	DET
afs-72267	1547	16	cobb	cobb	PROPN
afs-72267	1547	17	-	-	PUNCT
afs-72267	1547	18	douglas	douglas	PROPN
afs-72267	1547	19	function	function	NOUN
afs-72267	1547	20	is	be	AUX
afs-72267	1547	21	equal	equal	ADJ
afs-72267	1547	22	to	to	ADP
afs-72267	1547	23	the	the	DET
afs-72267	1547	24	production	production	NOUN
afs-72267	1547	25	elasticity	elasticity	NOUN
afs-72267	1547	26	of	of	ADP
afs-72267	1547	27	that	that	DET
afs-72267	1547	28	input	input	NOUN
afs-72267	1547	29	.	.	PUNCT
afs-72267	1548	1	the	the	DET
afs-72267	1548	2	parameter	parameter	NOUN
afs-72267	1548	3	estimates	estimate	NOUN
afs-72267	1548	4	of	of	ADP
afs-72267	1548	5	the	the	DET
afs-72267	1548	6	variables	variable	NOUN
afs-72267	1548	7	should	should	AUX
afs-72267	1548	8	therefore	therefore	ADV
afs-72267	1548	9	be	be	AUX
afs-72267	1548	10	interpreted	interpret	VERB
afs-72267	1548	11	as	as	ADP
afs-72267	1548	12	elasticities	elasticity	NOUN
afs-72267	1548	13	.	.	PUNCT
afs-72267	1549	1	the	the	DET
afs-72267	1549	2	coefficient	coefficient	NOUN
afs-72267	1549	3	of	of	ADP
afs-72267	1549	4	determination	determination	NOUN
afs-72267	1549	5	is	be	AUX
afs-72267	1549	6	0.984	0.984	NUM
afs-72267	1549	7	in	in	ADP
afs-72267	1549	8	regression	regression	NOUN
afs-72267	1549	9	(	(	PUNCT
afs-72267	1549	10	9	9	NUM
afs-72267	1549	11	)	)	PUNCT
afs-72267	1549	12	and	and	CCONJ
afs-72267	1549	13	increases	increase	NOUN
afs-72267	1549	14	to	to	ADP
afs-72267	1549	15	0.986	0.986	NUM
afs-72267	1549	16	when	when	SCONJ
afs-72267	1549	17	extension	extension	NOUN
afs-72267	1549	18	is	be	AUX
afs-72267	1549	19	added	add	VERB
afs-72267	1549	20	.	.	PUNCT
afs-72267	1550	1	the	the	DET
afs-72267	1550	2	total	total	ADJ
afs-72267	1550	3	variation	variation	NOUN
afs-72267	1550	4	explained	explain	VERB
afs-72267	1550	5	is	be	AUX
afs-72267	1550	6	thus	thus	ADV
afs-72267	1550	7	slightly	slightly	ADV
afs-72267	1550	8	higher	high	ADJ
afs-72267	1550	9	than	than	ADP
afs-72267	1550	10	in	in	ADP
afs-72267	1550	11	the	the	DET
afs-72267	1550	12	linear	linear	ADJ
afs-72267	1550	13	regression	regression	NOUN
afs-72267	1550	14	.	.	PUNCT
afs-72267	1551	1	the	the	DET
afs-72267	1551	2	inclusion	inclusion	NOUN
afs-72267	1551	3	of	of	ADP
afs-72267	1551	4	a	a	DET
afs-72267	1551	5	trend	trend	NOUN
afs-72267	1551	6	factor	factor	NOUN
afs-72267	1551	7	did	do	AUX
afs-72267	1551	8	not	not	PART
afs-72267	1551	9	improve	improve	VERB
afs-72267	1551	10	the	the	DET
afs-72267	1551	11	coefficient	coefficient	NOUN
afs-72267	1551	12	of	of	ADP
afs-72267	1551	13	determination	determination	NOUN
afs-72267	1551	14	.	.	PUNCT
afs-72267	1552	1	the	the	DET
afs-72267	1552	2	standard	standard	ADJ
afs-72267	1552	3	errors	error	NOUN
afs-72267	1552	4	of	of	ADP
afs-72267	1552	5	estimates	estimate	NOUN
afs-72267	1552	6	lie	lie	VERB
afs-72267	1552	7	in	in	ADP
afs-72267	1552	8	the	the	DET
afs-72267	1552	9	table	table	NOUN
afs-72267	1552	10	13	13	NUM
afs-72267	1552	11	.	.	PUNCT
afs-72267	1553	1	cobb	cobb	PROPN
afs-72267	1553	2	-	-	PUNCT
afs-72267	1553	3	douglas	douglas	PROPN
afs-72267	1553	4	production	production	NOUN
afs-72267	1553	5	functions	function	NOUN
afs-72267	1553	6	with	with	ADP
afs-72267	1553	7	public	public	ADJ
afs-72267	1553	8	research	research	NOUN
afs-72267	1553	9	.	.	PUNCT
afs-72267	1554	1	all	all	DET
afs-72267	1554	2	variables	variable	NOUN
afs-72267	1554	3	measured	measure	VERB
afs-72267	1554	4	at	at	ADP
afs-72267	1554	5	aggregate	aggregate	ADJ
afs-72267	1554	6	level	level	NOUN
afs-72267	1554	7	.	.	PUNCT
afs-72267	1555	1	regression	regression	NOUN
afs-72267	1555	2	(	(	PUNCT
afs-72267	1555	3	9	9	NUM
afs-72267	1555	4	)	)	PUNCT
afs-72267	1555	5	(	(	PUNCT
afs-72267	1555	6	10	10	NUM
afs-72267	1555	7	)	)	PUNCT
afs-72267	1555	8	1.1	1.1	NUM
afs-72267	1555	9	.	.	PUNCT
afs-72267	1556	1	s.l	s.l	PROPN
afs-72267	1556	2	.	.	PROPN
afs-72267	1556	3	constanl	constanl	PROPN
afs-72267	1556	4	—	—	PUNCT
afs-72267	1556	5	0.343	0.343	NUM
afs-72267	1556	6	0.714	0.714	NUM
afs-72267	1556	7	0.026	0.026	NUM
afs-72267	1556	8	0.977	0.977	NUM
afs-72267	1556	9	(	(	PUNCT
afs-72267	1556	10	0.926	0.926	NUM
afs-72267	1556	11	)	)	PUNCT
afs-72267	1556	12	(	(	PUNCT
afs-72267	1556	13	0.906	0.906	NUM
afs-72267	1556	14	)	)	PUNCT
afs-72267	1556	15	capital	capital	NOUN
afs-72267	1556	16	0.902	0.902	NUM
afs-72267	1556	17	0.007	0.007	NUM
afs-72267	1556	18	0.765	0.765	NUM
afs-72267	1556	19	0.017	0.017	NUM
afs-72267	1556	20	(	(	PUNCT
afs-72267	1556	21	0.305	0.305	NUM
afs-72267	1556	22	)	)	PUNCT
afs-72267	1556	23	(	(	PUNCT
afs-72267	1556	24	0.303	0.303	NUM
afs-72267	1556	25	)	)	PUNCT
afs-72267	1556	26	labour	labour	NOUN
afs-72267	1556	27	0.043	0.043	NUM
afs-72267	1556	28	0.085	0.085	NUM
afs-72267	1556	29	0.008	0.008	NUM
afs-72267	1556	30	0.800	0.800	NUM
afs-72267	1556	31	(	(	PUNCT
afs-72267	1556	32	0.024	0.024	NUM
afs-72267	1556	33	)	)	PUNCT
afs-72267	1556	34	(	(	PUNCT
afs-72267	1556	35	0.030	0.030	NUM
afs-72267	1556	36	)	)	PUNCT
afs-72267	1556	37	external	external	ADJ
afs-72267	1556	38	inputs	input	NOUN
afs-72267	1556	39	0.064	0.064	NUM
afs-72267	1556	40	0.503	0.503	NUM
afs-72267	1556	41	0.064	0.064	NUM
afs-72267	1556	42	0.483	0.483	NUM
afs-72267	1556	43	(	(	PUNCT
afs-72267	1556	44	0.094	0.094	NUM
afs-72267	1556	45	)	)	PUNCT
afs-72267	1556	46	(	(	PUNCT
afs-72267	1556	47	0.090	0.090	NUM
afs-72267	1556	48	)	)	PUNCT
afs-72267	1556	49	public	public	NOUN
afs-72267	1556	50	aggregate	aggregate	VERB
afs-72267	1556	51	0.059	0.059	NUM
afs-72267	1556	52	0.120	0.120	NUM
afs-72267	1556	53	0.034	0.034	NUM
afs-72267	1556	54	0.374	0.374	NUM
afs-72267	1556	55	research	research	NOUN
afs-72267	1556	56	(	(	PUNCT
afs-72267	1556	57	0.037	0.037	NUM
afs-72267	1556	58	)	)	PUNCT
afs-72267	1556	59	(	(	PUNCT
afs-72267	1556	60	0.037	0.037	NUM
afs-72267	1556	61	)	)	PUNCT
afs-72267	1556	62	extension	extension	NOUN
afs-72267	1556	63	0.121	0.121	NUM
afs-72267	1556	64	0.061	0.061	NUM
afs-72267	1556	65	(	(	PUNCT
afs-72267	1556	66	0.062	0.062	NUM
afs-72267	1556	67	)	)	PUNCT
afs-72267	1556	68	r	r	NOUN
afs-72267	1556	69	"	"	PUNCT
afs-72267	1556	70	0.984	0.984	NUM
afs-72267	1556	71	0.986	0.986	NUM
afs-72267	1556	72	stand.error	stand.error	NOUN
afs-72267	1556	73	of	of	ADP
afs-72267	1556	74	estimate	estimate	NOUN
afs-72267	1556	75	0.024	0.024	NUM
afs-72267	1556	76	0.023	0.023	NUM
afs-72267	1556	77	p	p	X
afs-72267	1556	78	-	-	PUNCT
afs-72267	1556	79	ratio	ratio	NOUN
afs-72267	1556	80	452.16	452.16	NUM
afs-72267	1556	81	*	*	PUNCT
afs-72267	1556	82	*	*	PUNCT
afs-72267	1556	83	*	*	PUNCT
afs-72267	1557	1	396.29	396.29	NUM
afs-72267	1557	2	*	*	PUNCT
afs-72267	1557	3	*	*	PUNCT
afs-72267	1557	4	*	*	PUNCT
afs-72267	1557	5	d	d	X
afs-72267	1557	6	-	-	PUNCT
afs-72267	1557	7	w	w	PROPN
afs-72267	1557	8	test	test	NOUN
afs-72267	1557	9	value	value	NOUN
afs-72267	1557	10	1.039	1.039	NUM
afs-72267	1557	11	1.106	1.106	NUM
afs-72267	1557	12	313	313	NUM
afs-72267	1557	13	table	table	NOUN
afs-72267	1557	14	14	14	NUM
afs-72267	1557	15	.	.	PUNCT
afs-72267	1558	1	cobb	cobb	PROPN
afs-72267	1558	2	-	-	PUNCT
afs-72267	1558	3	douglas	douglas	PROPN
afs-72267	1558	4	production	production	NOUN
afs-72267	1558	5	functions	function	NOUN
afs-72267	1558	6	with	with	ADP
afs-72267	1558	7	public	public	ADJ
afs-72267	1558	8	research	research	NOUN
afs-72267	1558	9	.	.	PUNCT
afs-72267	1559	1	output	output	NOUN
afs-72267	1559	2	,	,	PUNCT
afs-72267	1559	3	capital	capital	NOUN
afs-72267	1559	4	,	,	PUNCT
afs-72267	1559	5	labour	labour	NOUN
afs-72267	1559	6	,	,	PUNCT
afs-72267	1559	7	external	external	ADJ
afs-72267	1559	8	inputs	input	NOUN
afs-72267	1559	9	measured	measure	VERB
afs-72267	1559	10	at	at	ADP
afs-72267	1559	11	farm	farm	NOUN
afs-72267	1559	12	level	level	NOUN
afs-72267	1559	13	,	,	PUNCT
afs-72267	1559	14	research	research	NOUN
afs-72267	1559	15	and	and	CCONJ
afs-72267	1559	16	extension	extension	NOUN
afs-72267	1559	17	at	at	ADP
afs-72267	1559	18	aggregate	aggregate	ADJ
afs-72267	1559	19	level	level	NOUN
afs-72267	1559	20	.	.	PUNCT
afs-72267	1560	1	regression	regression	NOUN
afs-72267	1560	2	(	(	PUNCT
afs-72267	1560	3	11	11	NUM
afs-72267	1560	4	)	)	PUNCT
afs-72267	1560	5	(	(	PUNCT
afs-72267	1560	6	12	12	NUM
afs-72267	1560	7	)	)	PUNCT
afs-72267	1560	8	(	(	PUNCT
afs-72267	1560	9	13	13	X
afs-72267	1560	10	)	)	PUNCT
afs-72267	1560	11	s.i	s.i	PROPN
afs-72267	1560	12	.	.	PUNCT
afs-72267	1561	1	s.l	s.l	PROPN
afs-72267	1561	2	.	.	PUNCT
afs-72267	1562	1	s.l	s.l	PROPN
afs-72267	1562	2	.	.	NOUN
afs-72267	1562	3	constant	constant	ADJ
afs-72267	1562	4	—	—	PUNCT
afs-72267	1562	5	0.418	0.418	NUM
afs-72267	1562	6	0.223	0.223	NUM
afs-72267	1562	7	—	—	PUNCT
afs-72267	1562	8	0.225	0.225	NUM
afs-72267	1562	9	0.526	0.526	NUM
afs-72267	1562	10	—	—	PUNCT
afs-72267	1562	11	0.560	0.560	NUM
afs-72267	1562	12	0.152	0.152	NUM
afs-72267	1562	13	(	(	PUNCT
afs-72267	1562	14	0.336	0.336	NUM
afs-72267	1562	15	)	)	PUNCT
afs-72267	1562	16	(	(	PUNCT
afs-72267	1562	17	0.350	0.350	NUM
afs-72267	1562	18	)	)	PUNCT
afs-72267	1562	19	(	(	PUNCT
afs-72267	1562	20	0.381	0.381	NUM
afs-72267	1562	21	)	)	PUNCT
afs-72267	1562	22	capital	capital	NOUN
afs-72267	1563	1	0.933	0.933	NUM
afs-72267	1563	2	0.000	0.000	NUM
afs-72267	1563	3	0.853	0.853	NUM
afs-72267	1563	4	0.000	0.000	NUM
afs-72267	1563	5	0.947	0.947	NUM
afs-72267	1563	6	o.(xx	o.(xx	PROPN
afs-72267	1563	7	)	)	PUNCT
afs-72267	1563	8	(	(	PUNCT
afs-72267	1563	9	0.142	0.142	NUM
afs-72267	1563	10	)	)	PUNCT
afs-72267	1563	11	(	(	PUNCT
afs-72267	1563	12	0.147	0.147	NUM
afs-72267	1563	13	)	)	PUNCT
afs-72267	1563	14	(	(	PUNCT
afs-72267	1563	15	0.150	0.150	NUM
afs-72267	1563	16	)	)	PUNCT
afs-72267	1563	17	labour	labour	NOUN
afs-72267	1563	18	0.057	0.057	NUM
afs-72267	1563	19	0.042	0.042	NUM
afs-72267	1563	20	0.044	0.044	NUM
afs-72267	1563	21	0.118	0.118	NUM
afs-72267	1563	22	0.010	0.010	NUM
afs-72267	1563	23	0.762	0.762	NUM
afs-72267	1563	24	(	(	PUNCT
afs-72267	1563	25	0.027	0.027	NUM
afs-72267	1563	26	)	)	PUNCT
afs-72267	1563	27	(	(	PUNCT
afs-72267	1563	28	0.027	0.027	NUM
afs-72267	1563	29	)	)	PUNCT
afs-72267	1563	30	(	(	PUNCT
afs-72267	1563	31	0.031	0.031	NUM
afs-72267	1563	32	)	)	PUNCT
afs-72267	1563	33	external	external	ADJ
afs-72267	1563	34	inputs	input	NOUN
afs-72267	1563	35	0.095	0.095	NUM
afs-72267	1563	36	0.241	0.241	NUM
afs-72267	1563	37	0.088	0.088	NUM
afs-72267	1563	38	0.266	0.266	NUM
afs-72267	1563	39	0.035	0.035	NUM
afs-72267	1563	40	0.663	0.663	NUM
afs-72267	1563	41	(	(	PUNCT
afs-72267	1563	42	0.079	0.079	NUM
afs-72267	1563	43	)	)	PUNCT
afs-72267	1563	44	(	(	PUNCT
afs-72267	1563	45	0.094	0.094	NUM
afs-72267	1563	46	)	)	PUNCT
afs-72267	1563	47	(	(	PUNCT
afs-72267	1563	48	0.079	0.079	NUM
afs-72267	1563	49	)	)	PUNCT
afs-72267	1563	50	public	public	ADJ
afs-72267	1563	51	research	research	NOUN
afs-72267	1563	52	0.059	0.059	NUM
afs-72267	1563	53	0.121	0.121	NUM
afs-72267	1563	54	0.018	0.018	NUM
afs-72267	1563	55	0.661	0.661	NUM
afs-72267	1563	56	(	(	PUNCT
afs-72267	1563	57	0.037	0.037	NUM
afs-72267	1563	58	)	)	PUNCT
afs-72267	1563	59	(	(	PUNCT
afs-72267	1563	60	0.041	0.041	NUM
afs-72267	1563	61	)	)	PUNCT
afs-72267	1563	62	extension	extension	NOUN
afs-72267	1563	63	0.107	0.107	NUM
afs-72267	1563	64	0.070	0.070	NUM
afs-72267	1563	65	(	(	PUNCT
afs-72267	1563	66	0.057	0.057	NUM
afs-72267	1563	67	)	)	PUNCT
afs-72267	1563	68	r	r	NOUN
afs-72267	1563	69	;	;	PUNCT
afs-72267	1563	70	0.997	0.997	NUM
afs-72267	1563	71	0.997	0.997	NUM
afs-72267	1563	72	0.997	0.997	NUM
afs-72267	1563	73	stand.error	stand.error	NOUN
afs-72267	1563	74	of	of	ADP
afs-72267	1563	75	estimate	estimate	NOUN
afs-72267	1563	76	0.025	0.025	NUM
afs-72267	1563	77	0.024	0.024	NUM
afs-72267	1563	78	0.023	0.023	NUM
afs-72267	1563	79	f	f	X
afs-72267	1563	80	-	-	PUNCT
afs-72267	1563	81	ratio	ratio	NOUN
afs-72267	1563	82	3026.5	3026.5	NUM
afs-72267	1563	83	2383.7	2383.7	NUM
afs-72267	1563	84	*	*	PUNCT
afs-72267	1563	85	*	*	PUNCT
afs-72267	1563	86	*	*	PUNCT
afs-72267	1563	87	2068.8	2068.8	NUM
afs-72267	1563	88	*	*	PUNCT
afs-72267	1564	1	*	*	PUNCT
afs-72267	1564	2	*	*	PUNCT
afs-72267	1564	3	d	d	X
afs-72267	1564	4	-	-	PUNCT
afs-72267	1564	5	w	w	PROPN
afs-72267	1564	6	test	test	NOUN
afs-72267	1564	7	value	value	NOUN
afs-72267	1564	8	0.833	0.833	NUM
afs-72267	1564	9	1.011	1.011	NUM
afs-72267	1564	10	0.990	0.990	NUM
afs-72267	1564	11	range	range	NOUN
afs-72267	1564	12	of	of	ADP
afs-72267	1564	13	0.024	0.024	NUM
afs-72267	1564	14	.	.	PUNCT
afs-72267	1565	1	the	the	DET
afs-72267	1565	2	level	level	NOUN
afs-72267	1565	3	of	of	ADP
afs-72267	1565	4	significance	significance	NOUN
afs-72267	1565	5	for	for	ADP
afs-72267	1565	6	the	the	DET
afs-72267	1565	7	f	f	NOUN
afs-72267	1565	8	-	-	PUNCT
afs-72267	1565	9	value	value	NOUN
afs-72267	1565	10	is	be	AUX
afs-72267	1565	11	less	less	ADJ
afs-72267	1565	12	than	than	ADP
afs-72267	1565	13	0.001	0.001	NUM
afs-72267	1565	14	%	%	NOUN
afs-72267	1565	15	,	,	PUNCT
afs-72267	1565	16	indicating	indicate	VERB
afs-72267	1565	17	a	a	DET
afs-72267	1565	18	strong	strong	ADJ
afs-72267	1565	19	linear	linear	ADJ
afs-72267	1565	20	-	-	PUNCT
afs-72267	1565	21	logarithmic	logarithmic	NOUN
afs-72267	1565	22	relation	relation	NOUN
afs-72267	1565	23	between	between	ADP
afs-72267	1565	24	the	the	DET
afs-72267	1565	25	whole	whole	ADJ
afs-72267	1565	26	group	group	NOUN
afs-72267	1565	27	of	of	ADP
afs-72267	1565	28	explanatory	explanatory	ADJ
afs-72267	1565	29	variables	variable	NOUN
afs-72267	1565	30	and	and	CCONJ
afs-72267	1565	31	the	the	DET
afs-72267	1565	32	independent	independent	ADJ
afs-72267	1565	33	variable.the	variable.the	DET
afs-72267	1565	34	durbin	durbin	ADJ
afs-72267	1565	35	-	-	PUNCT
afs-72267	1565	36	watson	watson	PROPN
afs-72267	1565	37	test	test	NOUN
afs-72267	1565	38	value	value	NOUN
afs-72267	1565	39	shows	show	VERB
afs-72267	1565	40	a	a	DET
afs-72267	1565	41	heavy	heavy	ADJ
afs-72267	1565	42	autocorrelation	autocorrelation	NOUN
afs-72267	1565	43	also	also	ADV
afs-72267	1565	44	for	for	ADP
afs-72267	1565	45	the	the	DET
afs-72267	1565	46	cobb	cobb	PROPN
afs-72267	1565	47	-	-	PUNCT
afs-72267	1565	48	douglas	douglas	PROPN
afs-72267	1565	49	function	function	PROPN
afs-72267	1565	50	.	.	PUNCT
afs-72267	1566	1	the	the	DET
afs-72267	1566	2	parameter	parameter	NOUN
afs-72267	1566	3	estimate	estimate	NOUN
afs-72267	1566	4	of	of	ADP
afs-72267	1566	5	capital	capital	NOUN
afs-72267	1566	6	is	be	AUX
afs-72267	1566	7	significant	significant	ADJ
afs-72267	1566	8	and	and	CCONJ
afs-72267	1566	9	seems	seem	VERB
afs-72267	1566	10	to	to	PART
afs-72267	1566	11	be	be	AUX
afs-72267	1566	12	high	high	ADJ
afs-72267	1566	13	,	,	PUNCT
afs-72267	1566	14	0.77—0.90	0.77—0.90	PROPN
afs-72267	1566	15	.	.	PUNCT
afs-72267	1567	1	the	the	DET
afs-72267	1567	2	parameter	parameter	NOUN
afs-72267	1567	3	estimate	estimate	NOUN
afs-72267	1567	4	of	of	ADP
afs-72267	1567	5	labour	labour	NOUN
afs-72267	1567	6	is	be	AUX
afs-72267	1567	7	relatively	relatively	ADV
afs-72267	1567	8	significant	significant	ADJ
afs-72267	1567	9	in	in	ADP
afs-72267	1567	10	regression	regression	NOUN
afs-72267	1567	11	(	(	PUNCT
afs-72267	1567	12	9	9	NUM
afs-72267	1567	13	)	)	PUNCT
afs-72267	1567	14	but	but	CCONJ
afs-72267	1567	15	becomes	become	VERB
afs-72267	1567	16	insignificant	insignificant	ADJ
afs-72267	1567	17	when	when	SCONJ
afs-72267	1567	18	the	the	DET
afs-72267	1567	19	extension	extension	NOUN
afs-72267	1567	20	factor	factor	NOUN
afs-72267	1567	21	is	be	AUX
afs-72267	1567	22	added	add	VERB
afs-72267	1567	23	.	.	PUNCT
afs-72267	1568	1	the	the	DET
afs-72267	1568	2	parameter	parameter	NOUN
afs-72267	1568	3	estimate	estimate	NOUN
afs-72267	1568	4	of	of	ADP
afs-72267	1568	5	external	external	ADJ
afs-72267	1568	6	inputs	input	NOUN
afs-72267	1568	7	has	have	VERB
afs-72267	1568	8	the	the	DET
afs-72267	1568	9	same	same	ADJ
afs-72267	1568	10	value	value	NOUN
afs-72267	1568	11	in	in	ADP
afs-72267	1568	12	both	both	DET
afs-72267	1568	13	regressions	regression	NOUN
afs-72267	1568	14	,	,	PUNCT
afs-72267	1568	15	0.064	0.064	NUM
afs-72267	1568	16	,	,	PUNCT
afs-72267	1568	17	but	but	CCONJ
afs-72267	1568	18	is	be	AUX
afs-72267	1568	19	clearly	clearly	ADV
afs-72267	1568	20	insignificant	insignificant	ADJ
afs-72267	1568	21	.	.	PUNCT
afs-72267	1569	1	the	the	DET
afs-72267	1569	2	parameter	parameter	NOUN
afs-72267	1569	3	estimate	estimate	NOUN
afs-72267	1569	4	of	of	ADP
afs-72267	1569	5	the	the	DET
afs-72267	1569	6	research	research	NOUN
afs-72267	1569	7	variable	variable	NOUN
afs-72267	1569	8	is	be	AUX
afs-72267	1569	9	almost	almost	ADV
afs-72267	1569	10	significant	significant	ADJ
afs-72267	1569	11	at	at	ADP
afs-72267	1569	12	the	the	DET
afs-72267	1569	13	10	10	NUM
afs-72267	1569	14	%	%	NOUN
afs-72267	1569	15	level	level	NOUN
afs-72267	1569	16	in	in	ADP
afs-72267	1569	17	(	(	PUNCT
afs-72267	1569	18	9	9	NUM
afs-72267	1569	19	)	)	PUNCT
afs-72267	1569	20	,	,	PUNCT
afs-72267	1569	21	but	but	CCONJ
afs-72267	1569	22	confidence	confidence	NOUN
afs-72267	1569	23	decreases	decrease	VERB
afs-72267	1569	24	when	when	SCONJ
afs-72267	1569	25	the	the	DET
afs-72267	1569	26	significant	significant	ADJ
afs-72267	1569	27	variable	variable	ADJ
afs-72267	1569	28	extension	extension	NOUN
afs-72267	1569	29	is	be	AUX
afs-72267	1569	30	added	add	VERB
afs-72267	1569	31	.	.	PUNCT
afs-72267	1570	1	the	the	DET
afs-72267	1570	2	total	total	ADJ
afs-72267	1570	3	sum	sum	NOUN
afs-72267	1570	4	of	of	ADP
afs-72267	1570	5	parameter	parameter	NOUN
afs-72267	1570	6	estimates	estimate	NOUN
afs-72267	1570	7	for	for	ADP
afs-72267	1570	8	the	the	DET
afs-72267	1570	9	explaining	explain	VERB
afs-72267	1570	10	variables	variable	NOUN
afs-72267	1570	11	is	be	AUX
afs-72267	1570	12	1.068	1.068	NUM
afs-72267	1570	13	,	,	PUNCT
afs-72267	1570	14	and	and	CCONJ
afs-72267	1570	15	respectively	respectively	ADV
afs-72267	1570	16	0.992	0.992	NUM
afs-72267	1570	17	,	,	PUNCT
afs-72267	1570	18	which	which	PRON
afs-72267	1570	19	does	do	AUX
afs-72267	1570	20	not	not	PART
afs-72267	1570	21	indicate	indicate	VERB
afs-72267	1570	22	economies	economy	NOUN
afs-72267	1570	23	of	of	ADP
afs-72267	1570	24	scale	scale	NOUN
afs-72267	1570	25	.	.	PUNCT
afs-72267	1571	1	this	this	PRON
afs-72267	1571	2	could	could	AUX
afs-72267	1571	3	be	be	AUX
afs-72267	1571	4	expected	expect	VERB
afs-72267	1571	5	,	,	PUNCT
afs-72267	1571	6	since	since	SCONJ
afs-72267	1571	7	farm	farm	NOUN
afs-72267	1571	8	size	size	NOUN
afs-72267	1571	9	has	have	AUX
afs-72267	1571	10	increased	increase	VERB
afs-72267	1571	11	during	during	ADP
afs-72267	1571	12	the	the	DET
afs-72267	1571	13	period	period	NOUN
afs-72267	1571	14	studied	study	VERB
afs-72267	1571	15	only	only	ADV
afs-72267	1571	16	to	to	ADP
afs-72267	1571	17	a	a	DET
afs-72267	1571	18	relatively	relatively	ADV
afs-72267	1571	19	small	small	ADJ
afs-72267	1571	20	degree	degree	NOUN
afs-72267	1571	21	.	.	PUNCT
afs-72267	1572	1	although	although	SCONJ
afs-72267	1572	2	the	the	DET
afs-72267	1572	3	sum	sum	NOUN
afs-72267	1572	4	of	of	ADP
afs-72267	1572	5	the	the	DET
afs-72267	1572	6	parameter	parameter	NOUN
afs-72267	1572	7	estimates	estimate	NOUN
afs-72267	1572	8	appears	appear	VERB
afs-72267	1572	9	acceptable	acceptable	ADJ
afs-72267	1572	10	,	,	PUNCT
afs-72267	1572	11	one	one	PRON
afs-72267	1572	12	could	could	AUX
afs-72267	1572	13	question	question	VERB
afs-72267	1572	14	the	the	DET
afs-72267	1572	15	size	size	NOUN
afs-72267	1572	16	of	of	ADP
afs-72267	1572	17	the	the	DET
afs-72267	1572	18	parameter	parameter	NOUN
afs-72267	1572	19	estimate	estimate	NOUN
afs-72267	1572	20	for	for	ADP
afs-72267	1572	21	capital	capital	NOUN
afs-72267	1572	22	.	.	PUNCT
afs-72267	1573	1	because	because	SCONJ
afs-72267	1573	2	of	of	ADP
afs-72267	1573	3	the	the	DET
afs-72267	1573	4	multicollinearity	multicollinearity	NOUN
afs-72267	1573	5	,	,	PUNCT
afs-72267	1573	6	the	the	DET
afs-72267	1573	7	capital	capital	NOUN
afs-72267	1573	8	estimate	estimate	NOUN
afs-72267	1573	9	could	could	AUX
afs-72267	1573	10	erroneously	erroneously	ADV
afs-72267	1573	11	be	be	AUX
afs-72267	1573	12	attributed	attribute	VERB
afs-72267	1573	13	to	to	ADP
afs-72267	1573	14	some	some	DET
afs-72267	1573	15	influence	influence	NOUN
afs-72267	1573	16	originating	originate	VERB
afs-72267	1573	17	from	from	ADP
afs-72267	1573	18	one	one	NUM
afs-72267	1573	19	of	of	ADP
afs-72267	1573	20	the	the	DET
afs-72267	1573	21	other	other	ADJ
afs-72267	1573	22	factors	factor	NOUN
afs-72267	1573	23	.	.	PUNCT
afs-72267	1574	1	some	some	DET
afs-72267	1574	2	experiments	experiment	NOUN
afs-72267	1574	3	with	with	ADP
afs-72267	1574	4	ridge	ridge	NOUN
afs-72267	1574	5	regressions	regression	NOUN
afs-72267	1574	6	(	(	PUNCT
afs-72267	1574	7	see	see	VERB
afs-72267	1574	8	section	section	NOUN
afs-72267	1574	9	5.1.4	5.1.4	PROPN
afs-72267	1574	10	.	.	PUNCT
afs-72267	1574	11	)	)	PUNCT
afs-72267	1574	12	suggest	suggest	VERB
afs-72267	1574	13	this	this	PRON
afs-72267	1574	14	to	to	PART
afs-72267	1574	15	be	be	AUX
afs-72267	1574	16	the	the	DET
afs-72267	1574	17	case	case	NOUN
afs-72267	1574	18	.	.	PUNCT
afs-72267	1575	1	the	the	DET
afs-72267	1575	2	coefficient	coefficient	NOUN
afs-72267	1575	3	of	of	ADP
afs-72267	1575	4	determination	determination	NOUN
afs-72267	1575	5	rises	rise	VERB
afs-72267	1575	6	to	to	ADP
afs-72267	1575	7	0.997	0.997	NUM
afs-72267	1575	8	when	when	SCONJ
afs-72267	1575	9	specifying	specify	VERB
afs-72267	1575	10	the	the	DET
afs-72267	1575	11	traditional	traditional	ADJ
afs-72267	1575	12	variables	variable	NOUN
afs-72267	1575	13	on	on	ADP
afs-72267	1575	14	farm	farm	NOUN
afs-72267	1575	15	level	level	NOUN
afs-72267	1575	16	in	in	ADP
afs-72267	1575	17	the	the	DET
afs-72267	1575	18	cobb	cobb	PROPN
afs-72267	1575	19	-	-	PUNCT
afs-72267	1575	20	douglas	douglas	PROPN
afs-72267	1575	21	model	model	PROPN
afs-72267	1575	22	(	(	PUNCT
afs-72267	1575	23	the	the	DET
afs-72267	1575	24	same	same	ADJ
afs-72267	1575	25	happened	happen	VERB
afs-72267	1575	26	in	in	ADP
afs-72267	1575	27	the	the	DET
afs-72267	1575	28	linear	linear	PROPN
afs-72267	1575	29	model	model	NOUN
afs-72267	1575	30	)	)	PUNCT
afs-72267	1575	31	.	.	PUNCT
afs-72267	1576	1	the	the	DET
afs-72267	1576	2	most	most	ADV
afs-72267	1576	3	notable	notable	ADJ
afs-72267	1576	4	difference	difference	NOUN
afs-72267	1576	5	is	be	AUX
afs-72267	1576	6	that	that	SCONJ
afs-72267	1576	7	the	the	DET
afs-72267	1576	8	regression	regression	NOUN
afs-72267	1576	9	coefficient	coefficient	NOUN
afs-72267	1576	10	for	for	ADP
afs-72267	1576	11	research	research	NOUN
afs-72267	1576	12	falls	fall	VERB
afs-72267	1576	13	from	from	ADP
afs-72267	1576	14	0.059	0.059	NUM
afs-72267	1576	15	in	in	ADP
afs-72267	1576	16	(	(	PUNCT
afs-72267	1576	17	12	12	NUM
afs-72267	1576	18	)	)	PUNCT
afs-72267	1576	19	to	to	ADP
afs-72267	1576	20	0.018	0.018	NUM
afs-72267	1576	21	when	when	SCONJ
afs-72267	1576	22	extension	extension	NOUN
afs-72267	1576	23	is	be	AUX
afs-72267	1576	24	added	add	VERB
afs-72267	1576	25	(	(	PUNCT
afs-72267	1576	26	in	in	ADP
afs-72267	1576	27	13	13	NUM
afs-72267	1576	28	)	)	PUNCT
afs-72267	1576	29	.	.	PUNCT
afs-72267	1577	1	there	there	PRON
afs-72267	1577	2	is	be	VERB
afs-72267	1577	3	not	not	PART
afs-72267	1577	4	a	a	DET
afs-72267	1577	5	big	big	ADJ
afs-72267	1577	6	difference	difference	NOUN
afs-72267	1577	7	in	in	ADP
afs-72267	1577	8	most	most	ADJ
afs-72267	1577	9	other	other	ADJ
afs-72267	1577	10	measures	measure	NOUN
afs-72267	1577	11	.	.	PUNCT
afs-72267	1578	1	remarkable	remarkable	ADJ
afs-72267	1578	2	,	,	PUNCT
afs-72267	1578	3	however	however	ADV
afs-72267	1578	4	,	,	PUNCT
afs-72267	1578	5	is	be	AUX
afs-72267	1578	6	that	that	SCONJ
afs-72267	1578	7	the	the	DET
afs-72267	1578	8	coefficient	coefficient	NOUN
afs-72267	1578	9	of	of	ADP
afs-72267	1578	10	determination	determination	NOUN
afs-72267	1578	11	is	be	AUX
afs-72267	1578	12	0.997	0.997	NUM
afs-72267	1578	13	even	even	ADV
afs-72267	1578	14	before	before	SCONJ
afs-72267	1578	15	the	the	DET
afs-72267	1578	16	research	research	NOUN
afs-72267	1578	17	coefficient	coefficient	NOUN
afs-72267	1578	18	is	be	AUX
afs-72267	1578	19	added	add	VERB
afs-72267	1578	20	.	.	PUNCT
afs-72267	1579	1	this	this	PRON
afs-72267	1579	2	shows	show	VERB
afs-72267	1579	3	that	that	SCONJ
afs-72267	1579	4	the	the	DET
afs-72267	1579	5	research	research	NOUN
afs-72267	1579	6	coefficient	coefficient	NOUN
afs-72267	1579	7	does	do	AUX
afs-72267	1579	8	not	not	PART
afs-72267	1579	9	improve	improve	VERB
afs-72267	1579	10	the	the	DET
afs-72267	1579	11	explanatory	explanatory	ADJ
afs-72267	1579	12	power	power	NOUN
afs-72267	1579	13	of	of	ADP
afs-72267	1579	14	the	the	DET
afs-72267	1579	15	model	model	NOUN
afs-72267	1579	16	when	when	SCONJ
afs-72267	1579	17	the	the	DET
afs-72267	1579	18	traditional	traditional	ADJ
afs-72267	1579	19	inputs	input	NOUN
afs-72267	1579	20	are	be	AUX
afs-72267	1579	21	defined	define	VERB
afs-72267	1579	22	on	on	ADP
afs-72267	1579	23	farm	farm	NOUN
afs-72267	1579	24	level	level	NOUN
afs-72267	1579	25	.	.	PUNCT
afs-72267	1580	1	regressions	regression	NOUN
afs-72267	1580	2	(	(	PUNCT
afs-72267	1580	3	14	14	NUM
afs-72267	1580	4	)	)	PUNCT
afs-72267	1580	5	and	and	CCONJ
afs-72267	1580	6	(	(	PUNCT
afs-72267	1580	7	15	15	NUM
afs-72267	1580	8	)	)	PUNCT
afs-72267	1580	9	,	,	PUNCT
afs-72267	1580	10	which	which	PRON
afs-72267	1580	11	include	include	VERB
afs-72267	1580	12	a	a	DET
afs-72267	1580	13	variable	variable	NOUN
afs-72267	1580	14	for	for	ADP
afs-72267	1580	15	total	total	ADJ
afs-72267	1580	16	public	public	ADJ
afs-72267	1580	17	and	and	CCONJ
afs-72267	1580	18	private	private	ADJ
afs-72267	1580	19	research	research	NOUN
afs-72267	1580	20	with	with	ADP
afs-72267	1580	21	the	the	DET
afs-72267	1580	22	traditional	traditional	ADJ
afs-72267	1580	23	variables	variable	NOUN
afs-72267	1580	24	specified	specify	VERB
afs-72267	1580	25	at	at	ADP
afs-72267	1580	26	aggregate	aggregate	ADJ
afs-72267	1580	27	level	level	NOUN
afs-72267	1580	28	,	,	PUNCT
afs-72267	1580	29	are	be	AUX
afs-72267	1580	30	presented	present	VERB
afs-72267	1580	31	in	in	ADP
afs-72267	1580	32	appendix	appendix	NOUN
afs-72267	1580	33	8	8	NUM
afs-72267	1580	34	.	.	PUNCT
afs-72267	1581	1	the	the	DET
afs-72267	1581	2	regression	regression	NOUN
afs-72267	1581	3	coefficients	coefficient	NOUN
afs-72267	1581	4	do	do	AUX
afs-72267	1581	5	not	not	PART
afs-72267	1581	6	differ	differ	VERB
afs-72267	1581	7	much	much	ADV
afs-72267	1581	8	from	from	ADP
afs-72267	1581	9	the	the	DET
afs-72267	1581	10	regressions	regression	NOUN
afs-72267	1581	11	measuring	measure	VERB
afs-72267	1581	12	only	only	ADV
afs-72267	1581	13	public	public	ADJ
afs-72267	1581	14	research	research	NOUN
afs-72267	1581	15	.	.	PUNCT
afs-72267	1582	1	the	the	DET
afs-72267	1582	2	parameter	parameter	NOUN
afs-72267	1582	3	estimate	estimate	NOUN
afs-72267	1582	4	of	of	ADP
afs-72267	1582	5	total	total	ADJ
afs-72267	1582	6	re314	re314	ADJ
afs-72267	1582	7	5	5	NUM
afs-72267	1582	8	search	search	NOUN
afs-72267	1582	9	is	be	AUX
afs-72267	1582	10	,	,	PUNCT
afs-72267	1582	11	as	as	SCONJ
afs-72267	1582	12	could	could	AUX
afs-72267	1582	13	be	be	AUX
afs-72267	1582	14	expected	expect	VERB
afs-72267	1582	15	,	,	PUNCT
afs-72267	1582	16	somewhat	somewhat	ADV
afs-72267	1582	17	greater	great	ADJ
afs-72267	1582	18	and	and	CCONJ
afs-72267	1582	19	slightly	slightly	ADV
afs-72267	1582	20	more	more	ADV
afs-72267	1582	21	significant	significant	ADJ
afs-72267	1582	22	than	than	ADP
afs-72267	1582	23	the	the	DET
afs-72267	1582	24	coefficient	coefficient	NOUN
afs-72267	1582	25	for	for	ADP
afs-72267	1582	26	only	only	ADJ
afs-72267	1582	27	public	public	ADJ
afs-72267	1582	28	research	research	NOUN
afs-72267	1582	29	.	.	PUNCT
afs-72267	1583	1	it	it	PRON
afs-72267	1583	2	is	be	AUX
afs-72267	1583	3	0.078	0.078	NUM
afs-72267	1583	4	(	(	PUNCT
afs-72267	1583	5	s.l	s.l	PROPN
afs-72267	1583	6	.	.	PROPN
afs-72267	1583	7	0.079	0.079	NUM
afs-72267	1583	8	)	)	PUNCT
afs-72267	1583	9	,	,	PUNCT
afs-72267	1583	10	respectively	respectively	ADV
afs-72267	1583	11	0.050	0.050	NUM
afs-72267	1583	12	(	(	PUNCT
afs-72267	1583	13	s.l	s.l	PROPN
afs-72267	1583	14	.	.	PROPN
afs-72267	1583	15	0.261	0.261	NUM
afs-72267	1583	16	)	)	PUNCT
afs-72267	1583	17	,	,	PUNCT
afs-72267	1583	18	depending	depend	VERB
afs-72267	1583	19	on	on	ADP
afs-72267	1583	20	whether	whether	SCONJ
afs-72267	1583	21	or	or	CCONJ
afs-72267	1583	22	not	not	PART
afs-72267	1583	23	the	the	DET
afs-72267	1583	24	extension	extension	NOUN
afs-72267	1583	25	factor	factor	NOUN
afs-72267	1583	26	is	be	AUX
afs-72267	1583	27	included	include	VERB
afs-72267	1583	28	.	.	PUNCT
afs-72267	1584	1	regressions	regression	NOUN
afs-72267	1584	2	(	(	PUNCT
afs-72267	1584	3	16	16	NUM
afs-72267	1584	4	)	)	PUNCT
afs-72267	1584	5	and	and	CCONJ
afs-72267	1584	6	(	(	PUNCT
afs-72267	1584	7	17	17	NUM
afs-72267	1584	8	)	)	PUNCT
afs-72267	1584	9	measuring	measure	VERB
afs-72267	1584	10	the	the	DET
afs-72267	1584	11	traditional	traditional	ADJ
afs-72267	1584	12	production	production	NOUN
afs-72267	1584	13	factors	factor	NOUN
afs-72267	1584	14	on	on	ADP
afs-72267	1584	15	farm	farm	NOUN
afs-72267	1584	16	level	level	NOUN
afs-72267	1584	17	are	be	AUX
afs-72267	1584	18	presented	present	VERB
afs-72267	1584	19	in	in	ADP
afs-72267	1584	20	appendix	appendix	NOUN
afs-72267	1584	21	9	9	NUM
afs-72267	1584	22	.	.	PUNCT
afs-72267	1584	23	compared	compare	VERB
afs-72267	1584	24	to	to	ADP
afs-72267	1584	25	the	the	DET
afs-72267	1584	26	regressions	regression	NOUN
afs-72267	1584	27	measuring	measure	VERB
afs-72267	1584	28	research	research	NOUN
afs-72267	1584	29	with	with	ADP
afs-72267	1584	30	the	the	DET
afs-72267	1584	31	public	public	ADJ
afs-72267	1584	32	funds	fund	NOUN
afs-72267	1584	33	,	,	PUNCT
afs-72267	1584	34	differences	difference	NOUN
afs-72267	1584	35	can	can	AUX
afs-72267	1584	36	be	be	AUX
afs-72267	1584	37	noted	note	VERB
afs-72267	1584	38	in	in	ADP
afs-72267	1584	39	the	the	DET
afs-72267	1584	40	size	size	NOUN
afs-72267	1584	41	of	of	ADP
afs-72267	1584	42	the	the	DET
afs-72267	1584	43	coefficients	coefficient	NOUN
afs-72267	1584	44	for	for	ADP
afs-72267	1584	45	external	external	ADJ
afs-72267	1584	46	inputs	input	NOUN
afs-72267	1584	47	and	and	CCONJ
afs-72267	1584	48	for	for	ADP
afs-72267	1584	49	research	research	NOUN
afs-72267	1584	50	.	.	PUNCT
afs-72267	1585	1	the	the	DET
afs-72267	1585	2	regression	regression	NOUN
afs-72267	1585	3	coefficient	coefficient	NOUN
afs-72267	1585	4	for	for	ADP
afs-72267	1585	5	total	total	ADJ
afs-72267	1585	6	research	research	NOUN
afs-72267	1585	7	is	be	AUX
afs-72267	1585	8	0.061	0.061	NUM
afs-72267	1585	9	(	(	PUNCT
afs-72267	1585	10	s.l	s.l	PROPN
afs-72267	1585	11	.	.	NOUN
afs-72267	1585	12	0.089	0.089	NUM
afs-72267	1585	13	)	)	PUNCT
afs-72267	1585	14	respectively	respectively	ADV
afs-72267	1585	15	0.021	0.021	NUM
afs-72267	1585	16	(	(	PUNCT
afs-72267	1585	17	0.602	0.602	NUM
afs-72267	1585	18	)	)	PUNCT
afs-72267	1585	19	.	.	PUNCT
afs-72267	1586	1	the	the	DET
afs-72267	1586	2	following	following	ADJ
afs-72267	1586	3	summary	summary	NOUN
afs-72267	1586	4	of	of	ADP
afs-72267	1586	5	the	the	DET
afs-72267	1586	6	size	size	NOUN
afs-72267	1586	7	and	and	CCONJ
afs-72267	1586	8	significance	significance	NOUN
afs-72267	1586	9	levels	level	NOUN
afs-72267	1586	10	of	of	ADP
afs-72267	1586	11	the	the	DET
afs-72267	1586	12	research	research	NOUN
afs-72267	1586	13	variable	variable	NOUN
afs-72267	1586	14	can	can	AUX
afs-72267	1586	15	be	be	AUX
afs-72267	1586	16	made	make	VERB
afs-72267	1586	17	;	;	PUNCT
afs-72267	1586	18	the	the	DET
afs-72267	1586	19	public	public	ADJ
afs-72267	1586	20	research	research	NOUN
afs-72267	1586	21	elasticity	elasticity	NOUN
afs-72267	1586	22	for	for	ADP
afs-72267	1586	23	the	the	DET
afs-72267	1586	24	linear	linear	ADJ
afs-72267	1586	25	production	production	NOUN
afs-72267	1586	26	function	function	NOUN
afs-72267	1586	27	is	be	AUX
afs-72267	1586	28	0.040—0.044	0.040—0.044	NUM
afs-72267	1586	29	when	when	SCONJ
afs-72267	1586	30	transformed	transform	VERB
afs-72267	1586	31	from	from	ADP
afs-72267	1586	32	the	the	DET
afs-72267	1586	33	marginal	marginal	ADJ
afs-72267	1586	34	product	product	NOUN
afs-72267	1586	35	in	in	ADP
afs-72267	1586	36	regressions	regression	NOUN
afs-72267	1586	37	(	(	PUNCT
afs-72267	1586	38	1	1	NUM
afs-72267	1586	39	)	)	PUNCT
afs-72267	1586	40	and	and	CCONJ
afs-72267	1586	41	(	(	PUNCT
afs-72267	1586	42	2	2	NUM
afs-72267	1586	43	)	)	PUNCT
afs-72267	1586	44	.	.	PUNCT
afs-72267	1587	1	when	when	SCONJ
afs-72267	1587	2	the	the	DET
afs-72267	1587	3	traditional	traditional	ADJ
afs-72267	1587	4	variables	variable	NOUN
afs-72267	1587	5	are	be	AUX
afs-72267	1587	6	measured	measure	VERB
afs-72267	1587	7	at	at	ADP
afs-72267	1587	8	farm	farm	NOUN
afs-72267	1587	9	level	level	NOUN
afs-72267	1587	10	in	in	ADP
afs-72267	1587	11	regression	regression	NOUN
afs-72267	1587	12	(	(	PUNCT
afs-72267	1587	13	3	3	NUM
afs-72267	1587	14	)	)	PUNCT
afs-72267	1587	15	and	and	CCONJ
afs-72267	1587	16	(	(	PUNCT
afs-72267	1587	17	4	4	NUM
afs-72267	1587	18	)	)	PUNCT
afs-72267	1587	19	,	,	PUNCT
afs-72267	1587	20	the	the	DET
afs-72267	1587	21	estimate	estimate	NOUN
afs-72267	1587	22	of	of	ADP
afs-72267	1587	23	elasticity	elasticity	NOUN
afs-72267	1587	24	with	with	ADP
afs-72267	1587	25	respect	respect	NOUN
afs-72267	1587	26	to	to	ADP
afs-72267	1587	27	public	public	ADJ
afs-72267	1587	28	research	research	NOUN
afs-72267	1587	29	becomes	become	VERB
afs-72267	1587	30	0.099	0.099	NUM
afs-72267	1587	31	0.114	0.114	NUM
afs-72267	1587	32	.	.	PUNCT
afs-72267	1588	1	both	both	CCONJ
afs-72267	1588	2	the	the	DET
afs-72267	1588	3	latter	latter	ADJ
afs-72267	1588	4	research	research	NOUN
afs-72267	1588	5	elasticity	elasticity	NOUN
afs-72267	1588	6	estimates	estimate	NOUN
afs-72267	1588	7	in	in	ADP
afs-72267	1588	8	the	the	DET
afs-72267	1588	9	linear	linear	ADJ
afs-72267	1588	10	production	production	NOUN
afs-72267	1588	11	function	function	NOUN
afs-72267	1588	12	are	be	AUX
afs-72267	1588	13	accepted	accept	VERB
afs-72267	1588	14	at	at	ADP
afs-72267	1588	15	a	a	DET
afs-72267	1588	16	confidence	confidence	NOUN
afs-72267	1588	17	level	level	NOUN
afs-72267	1588	18	of	of	ADP
afs-72267	1588	19	at	at	ADV
afs-72267	1588	20	least	least	ADV
afs-72267	1588	21	90	90	NUM
afs-72267	1588	22	to	to	PART
afs-72267	1588	23	.	.	PUNCT
afs-72267	1589	1	in	in	ADP
afs-72267	1589	2	the	the	DET
afs-72267	1589	3	cobb	cobb	PROPN
afs-72267	1589	4	-	-	PUNCT
afs-72267	1589	5	douglas	douglas	PROPN
afs-72267	1589	6	function	function	VERB
afs-72267	1589	7	the	the	DET
afs-72267	1589	8	elasticity	elasticity	NOUN
afs-72267	1589	9	with	with	ADP
afs-72267	1589	10	respect	respect	NOUN
afs-72267	1589	11	to	to	ADP
afs-72267	1589	12	research	research	NOUN
afs-72267	1589	13	in	in	ADP
afs-72267	1589	14	(	(	PUNCT
afs-72267	1589	15	9	9	NUM
afs-72267	1589	16	)	)	PUNCT
afs-72267	1589	17	and	and	CCONJ
afs-72267	1589	18	(	(	PUNCT
afs-72267	1589	19	10	10	NUM
afs-72267	1589	20	)	)	PUNCT
afs-72267	1589	21	varies	vary	VERB
afs-72267	1589	22	between	between	ADP
afs-72267	1589	23	0.034	0.034	NUM
afs-72267	1589	24	and	and	CCONJ
afs-72267	1589	25	0.059	0.059	NUM
afs-72267	1589	26	,	,	PUNCT
afs-72267	1589	27	and	and	CCONJ
afs-72267	1589	28	in	in	ADP
afs-72267	1589	29	(	(	PUNCT
afs-72267	1589	30	12	12	NUM
afs-72267	1589	31	)	)	PUNCT
afs-72267	1589	32	and	and	CCONJ
afs-72267	1589	33	(	(	PUNCT
afs-72267	1589	34	13	13	NUM
afs-72267	1589	35	)	)	PUNCT
afs-72267	1589	36	between	between	ADP
afs-72267	1589	37	0.018	0.018	NUM
afs-72267	1589	38	and	and	CCONJ
afs-72267	1589	39	0.059	0.059	NUM
afs-72267	1589	40	.	.	PUNCT
afs-72267	1590	1	the	the	DET
afs-72267	1590	2	marginal	marginal	ADJ
afs-72267	1590	3	product	product	NOUN
afs-72267	1590	4	of	of	ADP
afs-72267	1590	5	0.016	0.016	NUM
afs-72267	1590	6	was	be	AUX
afs-72267	1590	7	transformed	transform	VERB
afs-72267	1590	8	according	accord	VERB
afs-72267	1590	9	to	to	ADP
afs-72267	1590	10	(	(	PUNCT
afs-72267	1590	11	5.1	5.1	NUM
afs-72267	1590	12	)	)	PUNCT
afs-72267	1590	13	to	to	ADP
afs-72267	1590	14	an	an	DET
afs-72267	1590	15	elasticity	elasticity	NOUN
afs-72267	1590	16	of	of	ADP
afs-72267	1590	17	0.040	0.040	NUM
afs-72267	1590	18	.	.	PUNCT
afs-72267	1591	1	this	this	PRON
afs-72267	1591	2	was	be	AUX
afs-72267	1591	3	used	use	VERB
afs-72267	1591	4	as	as	ADP
afs-72267	1591	5	a	a	DET
afs-72267	1591	6	crude	crude	ADJ
afs-72267	1591	7	estimate	estimate	NOUN
afs-72267	1591	8	to	to	PART
afs-72267	1591	9	compute	compute	VERB
afs-72267	1591	10	a	a	DET
afs-72267	1591	11	value	value	NOUN
afs-72267	1591	12	marginal	marginal	ADJ
afs-72267	1591	13	product	product	NOUN
afs-72267	1591	14	of	of	ADP
afs-72267	1591	15	494	494	NUM
afs-72267	1591	16	to	to	NOUN
afs-72267	1591	17	for	for	ADP
afs-72267	1591	18	public	public	ADJ
afs-72267	1591	19	research	research	NOUN
afs-72267	1591	20	.	.	PUNCT
afs-72267	1592	1	the	the	DET
afs-72267	1592	2	estimate	estimate	NOUN
afs-72267	1592	3	can	can	AUX
afs-72267	1592	4	not	not	PART
afs-72267	1592	5	,	,	PUNCT
afs-72267	1592	6	however	however	ADV
afs-72267	1592	7	,	,	PUNCT
afs-72267	1592	8	be	be	AUX
afs-72267	1592	9	taken	take	VERB
afs-72267	1592	10	seriously	seriously	ADV
afs-72267	1592	11	because	because	SCONJ
afs-72267	1592	12	of	of	ADP
afs-72267	1592	13	lack	lack	NOUN
afs-72267	1592	14	of	of	ADP
afs-72267	1592	15	reliability	reliability	NOUN
afs-72267	1592	16	owing	owe	VERB
afs-72267	1592	17	to	to	ADP
afs-72267	1592	18	autocorrelation	autocorrelation	NOUN
afs-72267	1592	19	problems	problem	NOUN
afs-72267	1592	20	,	,	PUNCT
afs-72267	1592	21	intercorrelation	intercorrelation	NOUN
afs-72267	1592	22	between	between	ADP
afs-72267	1592	23	explanatory	explanatory	ADJ
afs-72267	1592	24	variables	variable	NOUN
afs-72267	1592	25	and	and	CCONJ
afs-72267	1592	26	positive	positive	ADJ
afs-72267	1592	27	bias	bias	NOUN
afs-72267	1592	28	because	because	SCONJ
afs-72267	1592	29	of	of	ADP
afs-72267	1592	30	the	the	DET
afs-72267	1592	31	omission	omission	NOUN
afs-72267	1592	32	of	of	ADP
afs-72267	1592	33	all	all	DET
afs-72267	1592	34	lags	lag	NOUN
afs-72267	1592	35	.	.	PUNCT
afs-72267	1593	1	in	in	ADP
afs-72267	1593	2	the	the	DET
afs-72267	1593	3	linear	linear	ADJ
afs-72267	1593	4	production	production	NOUN
afs-72267	1593	5	functions	function	NOUN
afs-72267	1593	6	the	the	DET
afs-72267	1593	7	coefficient	coefficient	NOUN
afs-72267	1593	8	of	of	ADP
afs-72267	1593	9	total	total	ADJ
afs-72267	1593	10	research	research	NOUN
afs-72267	1593	11	can	can	AUX
afs-72267	1593	12	be	be	AUX
afs-72267	1593	13	transformed	transform	VERB
afs-72267	1593	14	into	into	ADP
afs-72267	1593	15	an	an	DET
afs-72267	1593	16	elasticity	elasticity	NOUN
afs-72267	1593	17	of	of	ADP
afs-72267	1593	18	0.066—0.075	0.066—0.075	NUM
afs-72267	1593	19	when	when	SCONJ
afs-72267	1593	20	traditional	traditional	ADJ
afs-72267	1593	21	inputs	input	NOUN
afs-72267	1593	22	are	be	AUX
afs-72267	1593	23	measured	measure	VERB
afs-72267	1593	24	in	in	ADP
afs-72267	1593	25	aggregate	aggregate	NOUN
afs-72267	1593	26	,	,	PUNCT
afs-72267	1593	27	and	and	CCONJ
afs-72267	1593	28	an	an	DET
afs-72267	1593	29	elasticity	elasticity	NOUN
afs-72267	1593	30	of	of	ADP
afs-72267	1593	31	0.14—0.16	0.14—0.16	PROPN
afs-72267	1593	32	when	when	SCONJ
afs-72267	1593	33	traditional	traditional	ADJ
afs-72267	1593	34	inputs	input	NOUN
afs-72267	1593	35	are	be	AUX
afs-72267	1593	36	measured	measure	VERB
afs-72267	1593	37	at	at	ADP
afs-72267	1593	38	farm	farm	NOUN
afs-72267	1593	39	level	level	NOUN
afs-72267	1593	40	.	.	PUNCT
afs-72267	1594	1	the	the	DET
afs-72267	1594	2	inclusion	inclusion	NOUN
afs-72267	1594	3	of	of	ADP
afs-72267	1594	4	a	a	DET
afs-72267	1594	5	significant	significant	ADJ
afs-72267	1594	6	extension	extension	NOUN
afs-72267	1594	7	factor	factor	NOUN
afs-72267	1594	8	decreases	decrease	VERB
afs-72267	1594	9	the	the	DET
afs-72267	1594	10	elasticity	elasticity	NOUN
afs-72267	1594	11	to	to	ADP
afs-72267	1594	12	a	a	DET
afs-72267	1594	13	certain	certain	ADJ
afs-72267	1594	14	degree	degree	NOUN
afs-72267	1594	15	.	.	PUNCT
afs-72267	1595	1	the	the	PRON
afs-72267	1595	2	higher	high	ADJ
afs-72267	1595	3	the	the	DET
afs-72267	1595	4	elasticity	elasticity	NOUN
afs-72267	1595	5	is	be	AUX
afs-72267	1595	6	,	,	PUNCT
afs-72267	1595	7	the	the	PRON
afs-72267	1595	8	better	well	ADJ
afs-72267	1595	9	the	the	DET
afs-72267	1595	10	significance	significance	NOUN
afs-72267	1595	11	level	level	NOUN
afs-72267	1595	12	appears	appear	VERB
afs-72267	1595	13	to	to	PART
afs-72267	1595	14	be	be	AUX
afs-72267	1595	15	(	(	PUNCT
afs-72267	1595	16	for	for	ADP
afs-72267	1595	17	an	an	DET
afs-72267	1595	18	estimate	estimate	NOUN
afs-72267	1595	19	of	of	ADP
afs-72267	1595	20	the	the	DET
afs-72267	1595	21	elasticity	elasticity	NOUN
afs-72267	1595	22	with	with	ADP
afs-72267	1595	23	respect	respect	NOUN
afs-72267	1595	24	to	to	ADP
afs-72267	1595	25	total	total	ADJ
afs-72267	1595	26	research	research	NOUN
afs-72267	1595	27	,	,	PUNCT
afs-72267	1595	28	0.16	0.16	NUM
afs-72267	1595	29	,	,	PUNCT
afs-72267	1595	30	the	the	DET
afs-72267	1595	31	corresponding	corresponding	ADJ
afs-72267	1595	32	confidence	confidence	NOUN
afs-72267	1595	33	is	be	AUX
afs-72267	1595	34	almost	almost	ADV
afs-72267	1595	35	98	98	NUM
afs-72267	1595	36	to	to	PART
afs-72267	1595	37	)	)	PUNCT
afs-72267	1595	38	.	.	PUNCT
afs-72267	1596	1	cobb	cobb	PROPN
afs-72267	1596	2	-	-	PUNCT
afs-72267	1596	3	douglas	douglas	PROPN
afs-72267	1596	4	functions	function	NOUN
afs-72267	1596	5	give	give	VERB
afs-72267	1596	6	the	the	DET
afs-72267	1596	7	corresponding	correspond	VERB
afs-72267	1596	8	elasticities	elasticity	NOUN
afs-72267	1596	9	of	of	ADP
afs-72267	1596	10	0.050—0.078	0.050—0.078	NUM
afs-72267	1596	11	(	(	PUNCT
afs-72267	1596	12	traditional	traditional	ADJ
afs-72267	1596	13	variables	variable	NOUN
afs-72267	1596	14	specified	specify	VERB
afs-72267	1596	15	at	at	ADP
afs-72267	1596	16	aggregate	aggregate	ADJ
afs-72267	1596	17	level	level	NOUN
afs-72267	1596	18	)	)	PUNCT
afs-72267	1596	19	and	and	CCONJ
afs-72267	1596	20	0.021	0.021	NUM
afs-72267	1596	21	—	—	PUNCT
afs-72267	1596	22	0.061	0.061	NUM
afs-72267	1596	23	(	(	PUNCT
afs-72267	1596	24	at	at	ADP
afs-72267	1596	25	farm	farm	NOUN
afs-72267	1596	26	level	level	NOUN
afs-72267	1596	27	)	)	PUNCT
afs-72267	1596	28	.	.	PUNCT
afs-72267	1597	1	the	the	DET
afs-72267	1597	2	estimates	estimate	NOUN
afs-72267	1597	3	of	of	ADP
afs-72267	1597	4	elasticity	elasticity	NOUN
afs-72267	1597	5	with	with	ADP
afs-72267	1597	6	respect	respect	NOUN
afs-72267	1597	7	to	to	ADP
afs-72267	1597	8	total	total	ADJ
afs-72267	1597	9	research	research	NOUN
afs-72267	1597	10	seem	seem	VERB
afs-72267	1597	11	to	to	PART
afs-72267	1597	12	be	be	AUX
afs-72267	1597	13	higher	high	ADJ
afs-72267	1597	14	than	than	ADP
afs-72267	1597	15	the	the	DET
afs-72267	1597	16	estimates	estimate	NOUN
afs-72267	1597	17	of	of	ADP
afs-72267	1597	18	elasticity	elasticity	NOUN
afs-72267	1597	19	with	with	ADP
afs-72267	1597	20	respect	respect	NOUN
afs-72267	1597	21	to	to	ADP
afs-72267	1597	22	public	public	ADJ
afs-72267	1597	23	research	research	NOUN
afs-72267	1597	24	,	,	PUNCT
afs-72267	1597	25	but	but	CCONJ
afs-72267	1597	26	this	this	PRON
afs-72267	1597	27	is	be	AUX
afs-72267	1597	28	perfectly	perfectly	ADV
afs-72267	1597	29	logical	logical	ADJ
afs-72267	1597	30	since	since	SCONJ
afs-72267	1597	31	total	total	ADJ
afs-72267	1597	32	research	research	NOUN
afs-72267	1597	33	also	also	ADV
afs-72267	1597	34	include	include	VERB
afs-72267	1597	35	private	private	ADJ
afs-72267	1597	36	research	research	NOUN
afs-72267	1597	37	in	in	ADP
afs-72267	1597	38	addition	addition	NOUN
afs-72267	1597	39	to	to	ADP
afs-72267	1597	40	the	the	DET
afs-72267	1597	41	public	public	ADJ
afs-72267	1597	42	funds	fund	NOUN
afs-72267	1597	43	.	.	PUNCT
afs-72267	1598	1	the	the	DET
afs-72267	1598	2	same	same	ADJ
afs-72267	1598	3	serious	serious	ADJ
afs-72267	1598	4	limtations	limtation	NOUN
afs-72267	1598	5	mentioned	mention	VERB
afs-72267	1598	6	in	in	ADP
afs-72267	1598	7	connection	connection	NOUN
afs-72267	1598	8	with	with	ADP
afs-72267	1598	9	the	the	DET
afs-72267	1598	10	public	public	ADJ
afs-72267	1598	11	research	research	NOUN
afs-72267	1598	12	estimates	estimate	NOUN
afs-72267	1598	13	concern	concern	VERB
afs-72267	1598	14	the	the	DET
afs-72267	1598	15	reliability	reliability	NOUN
afs-72267	1598	16	of	of	ADP
afs-72267	1598	17	these	these	DET
afs-72267	1598	18	nonlagged	nonlagge	VERB
afs-72267	1598	19	total	total	ADJ
afs-72267	1598	20	research	research	NOUN
afs-72267	1598	21	coefficients	coefficient	NOUN
afs-72267	1598	22	.	.	PUNCT
afs-72267	1599	1	5.1.3	5.1.3	NUM
afs-72267	1599	2	.	.	PUNCT
afs-72267	1599	3	multicollinearity	multicollinearity	NOUN
afs-72267	1599	4	and	and	CCONJ
afs-72267	1599	5	ridge	ridge	NOUN
afs-72267	1599	6	analysis	analysis	NOUN
afs-72267	1599	7	one	one	NUM
afs-72267	1599	8	of	of	ADP
afs-72267	1599	9	the	the	DET
afs-72267	1599	10	most	most	ADV
afs-72267	1599	11	common	common	ADJ
afs-72267	1599	12	difficulties	difficulty	NOUN
afs-72267	1599	13	occurring	occur	VERB
afs-72267	1599	14	in	in	ADP
afs-72267	1599	15	time	time	NOUN
afs-72267	1599	16	series	series	NOUN
afs-72267	1599	17	analysis	analysis	NOUN
afs-72267	1599	18	is	be	AUX
afs-72267	1599	19	intercorrelation	intercorrelation	NOUN
afs-72267	1599	20	between	between	ADP
afs-72267	1599	21	the	the	DET
afs-72267	1599	22	explaining	explain	VERB
afs-72267	1599	23	variables	variable	NOUN
afs-72267	1599	24	.	.	PUNCT
afs-72267	1600	1	this	this	DET
afs-72267	1600	2	study	study	NOUN
afs-72267	1600	3	was	be	AUX
afs-72267	1600	4	no	no	DET
afs-72267	1600	5	exception	exception	NOUN
afs-72267	1600	6	.	.	PUNCT
afs-72267	1601	1	when	when	SCONJ
afs-72267	1601	2	the	the	DET
afs-72267	1601	3	internal	internal	ADJ
afs-72267	1601	4	correlation	correlation	NOUN
afs-72267	1601	5	between	between	ADP
afs-72267	1601	6	the	the	DET
afs-72267	1601	7	regressors	regressor	NOUN
afs-72267	1601	8	was	be	AUX
afs-72267	1601	9	examined	examine	VERB
afs-72267	1601	10	,	,	PUNCT
afs-72267	1601	11	a	a	DET
afs-72267	1601	12	strong	strong	ADJ
afs-72267	1601	13	multicollinearity	multicollinearity	NOUN
afs-72267	1601	14	could	could	AUX
afs-72267	1601	15	be	be	AUX
afs-72267	1601	16	observed	observe	VERB
afs-72267	1601	17	for	for	ADP
afs-72267	1601	18	both	both	CCONJ
afs-72267	1601	19	the	the	DET
afs-72267	1601	20	linear	linear	ADJ
afs-72267	1601	21	variables	variable	NOUN
afs-72267	1601	22	and	and	CCONJ
afs-72267	1601	23	their	their	PRON
afs-72267	1601	24	logarithmic	logarithmic	ADJ
afs-72267	1601	25	transformations	transformation	NOUN
afs-72267	1601	26	.	.	PUNCT
afs-72267	1602	1	the	the	DET
afs-72267	1602	2	correlation	correlation	NOUN
afs-72267	1602	3	matrix	matrix	NOUN
afs-72267	1602	4	for	for	ADP
afs-72267	1602	5	the	the	DET
afs-72267	1602	6	variables	variable	NOUN
afs-72267	1602	7	is	be	AUX
afs-72267	1602	8	illustrated	illustrate	VERB
afs-72267	1602	9	in	in	ADP
afs-72267	1602	10	table	table	NOUN
afs-72267	1602	11	15	15	NUM
afs-72267	1602	12	.	.	PUNCT
afs-72267	1603	1	all	all	PRON
afs-72267	1603	2	of	of	ADP
afs-72267	1603	3	the	the	DET
afs-72267	1603	4	explaining	explain	VERB
afs-72267	1603	5	variables	variable	NOUN
afs-72267	1603	6	except	except	SCONJ
afs-72267	1603	7	extension	extension	NOUN
afs-72267	1603	8	show	show	VERB
afs-72267	1603	9	a	a	DET
afs-72267	1603	10	high	high	ADJ
afs-72267	1603	11	linear	linear	PROPN
afs-72267	1603	12	relationship	relationship	NOUN
afs-72267	1603	13	.	.	PUNCT
afs-72267	1604	1	capital	capital	NOUN
afs-72267	1604	2	,	,	PUNCT
afs-72267	1604	3	labour	labour	NOUN
afs-72267	1604	4	,	,	PUNCT
afs-72267	1604	5	external	external	ADJ
afs-72267	1604	6	inputs	input	NOUN
afs-72267	1604	7	and	and	CCONJ
afs-72267	1604	8	public	public	ADJ
afs-72267	1604	9	research	research	NOUN
afs-72267	1604	10	correlate	correlate	VERB
afs-72267	1604	11	by	by	ADP
afs-72267	1604	12	more	more	ADJ
afs-72267	1604	13	than	than	ADP
afs-72267	1604	14	0.90	0.90	NUM
afs-72267	1604	15	.	.	PUNCT
afs-72267	1605	1	public	public	ADJ
afs-72267	1605	2	research	research	NOUN
afs-72267	1605	3	correlates	correlate	VERB
afs-72267	1605	4	0.77—0.96	0.77—0.96	PROPN
afs-72267	1605	5	with	with	ADP
afs-72267	1605	6	the	the	DET
afs-72267	1605	7	other	other	ADJ
afs-72267	1605	8	regressors	regressor	NOUN
afs-72267	1605	9	(	(	PUNCT
afs-72267	1605	10	and	and	CCONJ
afs-72267	1605	11	,	,	PUNCT
afs-72267	1605	12	naturally	naturally	ADV
afs-72267	1605	13	,	,	PUNCT
afs-72267	1605	14	the	the	DET
afs-72267	1605	15	total	total	ADJ
afs-72267	1605	16	public	public	ADJ
afs-72267	1605	17	and	and	CCONJ
afs-72267	1605	18	private	private	ADJ
afs-72267	1605	19	research	research	NOUN
afs-72267	1605	20	do	do	VERB
afs-72267	1605	21	so	so	ADV
afs-72267	1605	22	as	as	ADV
afs-72267	1605	23	well	well	ADV
afs-72267	1605	24	)	)	PUNCT
afs-72267	1605	25	.	.	PUNCT
afs-72267	1606	1	the	the	DET
afs-72267	1606	2	correlation	correlation	NOUN
afs-72267	1606	3	between	between	ADP
afs-72267	1606	4	the	the	DET
afs-72267	1606	5	dependent	dependent	ADJ
afs-72267	1606	6	variable	variable	NOUN
afs-72267	1606	7	and	and	CCONJ
afs-72267	1606	8	the	the	DET
afs-72267	1606	9	explaining	explain	VERB
afs-72267	1606	10	variables	variable	NOUN
afs-72267	1606	11	on	on	ADP
afs-72267	1606	12	the	the	DET
afs-72267	1606	13	contrary	contrary	NOUN
afs-72267	1606	14	,	,	PUNCT
afs-72267	1606	15	forms	form	VERB
afs-72267	1606	16	the	the	DET
afs-72267	1606	17	basis	basis	NOUN
afs-72267	1606	18	of	of	ADP
afs-72267	1606	19	the	the	DET
afs-72267	1606	20	whole	whole	ADJ
afs-72267	1606	21	regression	regression	NOUN
afs-72267	1606	22	analysis	analysis	NOUN
afs-72267	1606	23	.	.	PUNCT
afs-72267	1607	1	the	the	DET
afs-72267	1607	2	internal	internal	ADJ
afs-72267	1607	3	correlation	correlation	NOUN
afs-72267	1607	4	between	between	ADP
afs-72267	1607	5	the	the	DET
afs-72267	1607	6	regressors	regressor	NOUN
afs-72267	1607	7	,	,	PUNCT
afs-72267	1607	8	however	however	ADV
afs-72267	1607	9	,	,	PUNCT
afs-72267	1607	10	probably	probably	ADV
afs-72267	1607	11	leads	lead	VERB
afs-72267	1607	12	to	to	ADP
afs-72267	1607	13	unstable	unstable	ADJ
afs-72267	1607	14	coefficients	coefficient	NOUN
afs-72267	1607	15	,	,	PUNCT
afs-72267	1607	16	which	which	PRON
afs-72267	1607	17	implies	imply	VERB
afs-72267	1607	18	that	that	SCONJ
afs-72267	1607	19	the	the	DET
afs-72267	1607	20	real	real	ADJ
afs-72267	1607	21	values	value	NOUN
afs-72267	1607	22	may	may	AUX
afs-72267	1607	23	be	be	AUX
afs-72267	1607	24	substantially	substantially	ADV
afs-72267	1607	25	different	different	ADJ
afs-72267	1607	26	.	.	PUNCT
afs-72267	1608	1	to	to	PART
afs-72267	1608	2	examine	examine	VERB
afs-72267	1608	3	further	far	ADV
afs-72267	1608	4	the	the	DET
afs-72267	1608	5	internal	internal	ADJ
afs-72267	1608	6	correlation	correlation	NOUN
afs-72267	1608	7	between	between	ADP
afs-72267	1608	8	the	the	DET
afs-72267	1608	9	logarithmic	logarithmic	ADJ
afs-72267	1608	10	transformations	transformation	NOUN
afs-72267	1608	11	of	of	ADP
afs-72267	1608	12	the	the	DET
afs-72267	1608	13	variables	variable	NOUN
afs-72267	1608	14	their	their	PRON
afs-72267	1608	15	correlation	correlation	NOUN
afs-72267	1608	16	matrix	matrix	NOUN
afs-72267	1608	17	are	be	AUX
afs-72267	1608	18	shown	show	VERB
afs-72267	1608	19	in	in	ADP
afs-72267	1608	20	the	the	DET
afs-72267	1608	21	next	next	ADJ
afs-72267	1608	22	table	table	NOUN
afs-72267	1608	23	16	16	NUM
afs-72267	1608	24	.	.	PUNCT
afs-72267	1609	1	315	315	NUM
afs-72267	1609	2	table	table	NOUN
afs-72267	1609	3	15	15	NUM
afs-72267	1609	4	.	.	PUNCT
afs-72267	1609	5	correlation	correlation	NOUN
afs-72267	1609	6	matrix	matrix	NOUN
afs-72267	1609	7	for	for	ADP
afs-72267	1609	8	the	the	DET
afs-72267	1609	9	variables	variable	NOUN
afs-72267	1609	10	.	.	PUNCT
afs-72267	1610	1	variable	variable	ADJ
afs-72267	1610	2	dependent	dependent	ADJ
afs-72267	1610	3	regressors	regressor	NOUN
afs-72267	1610	4	x	x	PUNCT
afs-72267	1610	5	y	y	PROPN
afs-72267	1610	6	capital	capital	NOUN
afs-72267	1610	7	labour	labour	PROPN
afs-72267	1610	8	external	external	ADJ
afs-72267	1610	9	public	public	ADJ
afs-72267	1610	10	extension	extension	NOUN
afs-72267	1610	11	inputs	input	VERB
afs-72267	1610	12	research	research	NOUN
afs-72267	1610	13	output	output	NOUN
afs-72267	1610	14	1.000	1.000	NUM
afs-72267	1610	15	capital	capital	NOUN
afs-72267	1610	16	0.990	0.990	NUM
afs-72267	1610	17	1.000	1.000	NUM
afs-72267	1610	18	labour	labour	NOUN
afs-72267	1610	19	—	—	PUNCT
afs-72267	1610	20	0.909	0.909	NUM
afs-72267	1610	21	—	—	PUNCT
afs-72267	1610	22	0.929	0.929	NUM
afs-72267	1610	23	1.000	1.000	NUM
afs-72267	1610	24	external	external	ADJ
afs-72267	1610	25	inputs	input	NOUN
afs-72267	1610	26	0.963	0.963	NUM
afs-72267	1610	27	0.977	0.977	NUM
afs-72267	1610	28	—	—	PUNCT
afs-72267	1610	29	0.967	0.967	NUM
afs-72267	1610	30	1.000	1.000	NUM
afs-72267	1610	31	public	public	ADJ
afs-72267	1610	32	research	research	NOUN
afs-72267	1610	33	0.944	0.944	NUM
afs-72267	1610	34	0.948	0.948	NUM
afs-72267	1610	35	—	—	PUNCT
afs-72267	1610	36	0.935	0.935	NUM
afs-72267	1610	37	0.962	0.962	NUM
afs-72267	1610	38	1.000	1.000	NUM
afs-72267	1610	39	extension	extension	NOUN
afs-72267	1610	40	0.877	0.877	NUM
afs-72267	1610	41	0.862	0.862	NUM
afs-72267	1610	42	—	—	PUNCT
afs-72267	1610	43	0.659	0.659	NUM
afs-72267	1610	44	0.785	0.785	NUM
afs-72267	1610	45	0.775	0.775	NUM
afs-72267	1610	46	1.000	1.000	NUM
afs-72267	1610	47	table	table	NOUN
afs-72267	1610	48	16	16	NUM
afs-72267	1610	49	.	.	PUNCT
afs-72267	1611	1	correlation	correlation	NOUN
afs-72267	1611	2	matrix	matrix	NOUN
afs-72267	1611	3	for	for	ADP
afs-72267	1611	4	the	the	DET
afs-72267	1611	5	logarithms	logarithm	NOUN
afs-72267	1611	6	of	of	ADP
afs-72267	1611	7	the	the	DET
afs-72267	1611	8	variables	variable	NOUN
afs-72267	1611	9	variable	variable	ADJ
afs-72267	1611	10	dependent	dependent	ADJ
afs-72267	1611	11	regressors	regressor	NOUN
afs-72267	1612	1	x	x	SYM
afs-72267	1612	2	v	v	ADP
afs-72267	1612	3	3	3	NUM
afs-72267	1612	4	hip	hip	NOUN
afs-72267	1612	5	y	y	PROPN
afs-72267	1612	6	capital	capital	NOUN
afs-72267	1612	7	labour	labour	PROPN
afs-72267	1612	8	external	external	ADJ
afs-72267	1612	9	public	public	ADJ
afs-72267	1612	10	extension	extension	NOUN
afs-72267	1612	11	inputs	input	VERB
afs-72267	1612	12	research	research	NOUN
afs-72267	1612	13	output	output	NOUN
afs-72267	1612	14	1.000	1.000	NUM
afs-72267	1612	15	capital	capital	NOUN
afs-72267	1612	16	0.990	0.990	NUM
afs-72267	1612	17	1.000	1.000	NUM
afs-72267	1612	18	labour	labour	NOUN
afs-72267	1612	19	—	—	PUNCT
afs-72267	1612	20	0.848	0.848	NUM
afs-72267	1612	21	—	—	PUNCT
afs-72267	1612	22	0.873	0.873	NUM
afs-72267	1612	23	1.000	1.000	NUM
afs-72267	1612	24	external	external	ADJ
afs-72267	1612	25	inputs	input	NOUN
afs-72267	1612	26	0.982	0.982	NUM
afs-72267	1612	27	0.993	0.993	NUM
afs-72267	1612	28	—	—	PUNCT
afs-72267	1612	29	0.899	0.899	NUM
afs-72267	1612	30	1.000	1.000	NUM
afs-72267	1612	31	public	public	ADJ
afs-72267	1612	32	research	research	NOUN
afs-72267	1612	33	0.976	0.976	NUM
afs-72267	1612	34	0.979	0.979	NUM
afs-72267	1612	35	—	—	PUNCT
afs-72267	1612	36	0.872	0.872	NUM
afs-72267	1612	37	0.972	0.972	NUM
afs-72267	1612	38	1.000	1.000	NUM
afs-72267	1612	39	extension	extension	NOUN
afs-72267	1612	40	0.903	0.903	NUM
afs-72267	1612	41	0.882	0.882	NUM
afs-72267	1612	42	—	—	PUNCT
afs-72267	1612	43	0.622	0.622	NUM
afs-72267	1612	44	0.854	0.854	NUM
afs-72267	1612	45	0.878	0.878	NUM
afs-72267	1612	46	1.000	1.000	NUM
afs-72267	1612	47	no	no	DET
afs-72267	1612	48	major	major	ADJ
afs-72267	1612	49	difference	difference	NOUN
afs-72267	1612	50	can	can	AUX
afs-72267	1612	51	be	be	AUX
afs-72267	1612	52	noticed	notice	VERB
afs-72267	1612	53	between	between	ADP
afs-72267	1612	54	the	the	DET
afs-72267	1612	55	ordinary	ordinary	ADJ
afs-72267	1612	56	expressions	expression	NOUN
afs-72267	1612	57	of	of	ADP
afs-72267	1612	58	the	the	DET
afs-72267	1612	59	variables	variable	NOUN
afs-72267	1612	60	and	and	CCONJ
afs-72267	1612	61	their	their	PRON
afs-72267	1612	62	logarithmic	logarithmic	ADJ
afs-72267	1612	63	tranformations	tranformation	NOUN
afs-72267	1612	64	.	.	PUNCT
afs-72267	1613	1	the	the	DET
afs-72267	1613	2	reason	reason	NOUN
afs-72267	1613	3	why	why	SCONJ
afs-72267	1613	4	extension	extension	NOUN
afs-72267	1613	5	is	be	AUX
afs-72267	1613	6	less	less	ADV
afs-72267	1613	7	correlated	correlate	VERB
afs-72267	1613	8	with	with	ADP
afs-72267	1613	9	the	the	DET
afs-72267	1613	10	other	other	ADJ
afs-72267	1613	11	variables	variable	NOUN
afs-72267	1613	12	is	be	AUX
afs-72267	1613	13	probably	probably	ADV
afs-72267	1613	14	because	because	SCONJ
afs-72267	1613	15	it	it	PRON
afs-72267	1613	16	has	have	AUX
afs-72267	1613	17	been	be	AUX
afs-72267	1613	18	derived	derive	VERB
afs-72267	1613	19	by	by	ADP
afs-72267	1613	20	interpolation	interpolation	NOUN
afs-72267	1613	21	with	with	ADP
afs-72267	1613	22	five	five	NUM
afs-72267	1613	23	-	-	PUNCT
afs-72267	1613	24	year	year	NOUN
afs-72267	1613	25	intervals	interval	NOUN
afs-72267	1613	26	for	for	ADP
afs-72267	1613	27	the	the	DET
afs-72267	1613	28	period	period	NOUN
afs-72267	1613	29	1950—1970	1950—1970	NUM
afs-72267	1613	30	.	.	PUNCT
afs-72267	1614	1	the	the	DET
afs-72267	1614	2	strong	strong	ADJ
afs-72267	1614	3	correlation	correlation	NOUN
afs-72267	1614	4	between	between	ADP
afs-72267	1614	5	the	the	DET
afs-72267	1614	6	regressors	regressor	NOUN
afs-72267	1614	7	introduce	introduce	VERB
afs-72267	1614	8	some	some	DET
afs-72267	1614	9	heavy	heavy	ADJ
afs-72267	1614	10	doubts	doubt	NOUN
afs-72267	1614	11	about	about	ADP
afs-72267	1614	12	the	the	DET
afs-72267	1614	13	reliability	reliability	NOUN
afs-72267	1614	14	of	of	ADP
afs-72267	1614	15	the	the	DET
afs-72267	1614	16	estimated	estimate	VERB
afs-72267	1614	17	parameters	parameter	NOUN
afs-72267	1614	18	.	.	PUNCT
afs-72267	1615	1	the	the	DET
afs-72267	1615	2	estimates	estimate	NOUN
afs-72267	1615	3	may	may	AUX
afs-72267	1615	4	have	have	VERB
afs-72267	1615	5	the	the	DET
afs-72267	1615	6	wrong	wrong	ADJ
afs-72267	1615	7	sign	sign	NOUN
afs-72267	1615	8	,	,	PUNCT
afs-72267	1615	9	or	or	CCONJ
afs-72267	1615	10	may	may	AUX
afs-72267	1615	11	be	be	AUX
afs-72267	1615	12	of	of	ADP
afs-72267	1615	13	completely	completely	ADV
afs-72267	1615	14	wrong	wrong	ADJ
afs-72267	1615	15	size	size	NOUN
afs-72267	1615	16	.	.	PUNCT
afs-72267	1616	1	methods	method	NOUN
afs-72267	1616	2	to	to	PART
afs-72267	1616	3	investigate	investigate	VERB
afs-72267	1616	4	multicollinearity	multicollinearity	NOUN
afs-72267	1616	5	have	have	AUX
afs-72267	1616	6	been	be	AUX
afs-72267	1616	7	developed	develop	VERB
afs-72267	1616	8	,	,	PUNCT
afs-72267	1616	9	however	however	ADV
afs-72267	1616	10	.	.	PUNCT
afs-72267	1617	1	one	one	NUM
afs-72267	1617	2	such	such	ADJ
afs-72267	1617	3	method	method	NOUN
afs-72267	1617	4	is	be	AUX
afs-72267	1617	5	ridge	ridge	NOUN
afs-72267	1617	6	analysis	analysis	NOUN
afs-72267	1617	7	.	.	PUNCT
afs-72267	1618	1	an	an	DET
afs-72267	1618	2	overview	overview	NOUN
afs-72267	1618	3	of	of	ADP
afs-72267	1618	4	ridge	ridge	NOUN
afs-72267	1618	5	analys	analys	NOUN
afs-72267	1618	6	is	be	AUX
afs-72267	1618	7	given	give	VERB
afs-72267	1618	8	in	in	ADP
afs-72267	1618	9	draper	draper	NOUN
afs-72267	1618	10	and	and	CCONJ
afs-72267	1618	11	smith	smith	PROPN
afs-72267	1618	12	(	(	PUNCT
afs-72267	1618	13	1981	1981	NUM
afs-72267	1618	14	)	)	PUNCT
afs-72267	1618	15	,	,	PUNCT
afs-72267	1618	16	while	while	SCONJ
afs-72267	1618	17	a	a	DET
afs-72267	1618	18	shorter	short	ADJ
afs-72267	1618	19	summary	summary	NOUN
afs-72267	1618	20	is	be	AUX
afs-72267	1618	21	found	find	VERB
afs-72267	1618	22	in	in	ADP
afs-72267	1618	23	fomby	fomby	PROPN
afs-72267	1618	24	et	et	PROPN
afs-72267	1618	25	al	al	PROPN
afs-72267	1618	26	.	.	PUNCT
afs-72267	1619	1	(	(	PUNCT
afs-72267	1619	2	1984	1984	NUM
afs-72267	1619	3	)	)	PUNCT
afs-72267	1619	4	.	.	PUNCT
afs-72267	1620	1	the	the	DET
afs-72267	1620	2	original	original	ADJ
afs-72267	1620	3	presentation	presentation	NOUN
afs-72267	1620	4	was	be	AUX
afs-72267	1620	5	made	make	VERB
afs-72267	1620	6	by	by	ADP
afs-72267	1620	7	hoerl	hoerl	NOUN
afs-72267	1620	8	and	and	CCONJ
afs-72267	1620	9	kennard	kennard	NOUN
afs-72267	1620	10	in	in	ADP
afs-72267	1620	11	1970	1970	NUM
afs-72267	1620	12	.	.	PUNCT
afs-72267	1621	1	the	the	DET
afs-72267	1621	2	ridge	ridge	NOUN
afs-72267	1621	3	procedure	procedure	NOUN
afs-72267	1621	4	is	be	AUX
afs-72267	1621	5	intended	intend	VERB
afs-72267	1621	6	for	for	ADP
afs-72267	1621	7	situations	situation	NOUN
afs-72267	1621	8	where	where	SCONJ
afs-72267	1621	9	the	the	DET
afs-72267	1621	10	correlation	correlation	NOUN
afs-72267	1621	11	between	between	ADP
afs-72267	1621	12	regressors	regressor	NOUN
afs-72267	1621	13	causes	cause	VERB
afs-72267	1621	14	thex	thex	NOUN
afs-72267	1621	15	'	'	PART
afs-72267	1621	16	x	x	NOUN
afs-72267	1621	17	matrix	matrix	NOUN
afs-72267	1621	18	to	to	PART
afs-72267	1621	19	be	be	AUX
afs-72267	1621	20	close	close	ADJ
afs-72267	1621	21	to	to	ADP
afs-72267	1621	22	singular	singular	NOUN
afs-72267	1621	23	,	,	PUNCT
afs-72267	1621	24	thereby	thereby	ADV
afs-72267	1621	25	giving	give	VERB
afs-72267	1621	26	rise	rise	NOUN
afs-72267	1621	27	to	to	ADP
afs-72267	1621	28	unstable	unstable	ADJ
afs-72267	1621	29	parameters	parameter	NOUN
afs-72267	1621	30	which	which	PRON
afs-72267	1621	31	are	be	AUX
afs-72267	1621	32	unreasonably	unreasonably	ADV
afs-72267	1621	33	high	high	ADJ
afs-72267	1621	34	or	or	CCONJ
afs-72267	1621	35	have	have	VERB
afs-72267	1621	36	the	the	DET
afs-72267	1621	37	wrong	wrong	ADJ
afs-72267	1621	38	sign	sign	NOUN
afs-72267	1621	39	.	.	PUNCT
afs-72267	1622	1	by	by	ADP
afs-72267	1622	2	introducing	introduce	VERB
afs-72267	1622	3	a	a	DET
afs-72267	1622	4	slight	slight	ADJ
afs-72267	1622	5	bias	bias	NOUN
afs-72267	1622	6	the	the	DET
afs-72267	1622	7	parameters	parameter	NOUN
afs-72267	1622	8	may	may	AUX
afs-72267	1622	9	,	,	PUNCT
afs-72267	1622	10	in	in	ADP
afs-72267	1622	11	case	case	NOUN
afs-72267	1622	12	of	of	ADP
afs-72267	1622	13	correlated	correlate	VERB
afs-72267	1622	14	independent	independent	ADJ
afs-72267	1622	15	variables	variable	NOUN
afs-72267	1622	16	,	,	PUNCT
afs-72267	1622	17	be	be	AUX
afs-72267	1622	18	closer	close	ADJ
afs-72267	1622	19	to	to	ADP
afs-72267	1622	20	the	the	DET
afs-72267	1622	21	true	true	ADJ
afs-72267	1622	22	parameters	parameter	NOUN
afs-72267	1622	23	than	than	ADP
afs-72267	1622	24	the	the	DET
afs-72267	1622	25	unbiased	unbiased	ADJ
afs-72267	1622	26	ordinary	ordinary	ADJ
afs-72267	1622	27	least	least	ADJ
afs-72267	1622	28	squares	square	NOUN
afs-72267	1622	29	(	(	PUNCT
afs-72267	1622	30	ols	ol	NOUN
afs-72267	1622	31	)	)	PUNCT
afs-72267	1622	32	estimates	estimate	NOUN
afs-72267	1622	33	.	.	PUNCT
afs-72267	1623	1	the	the	DET
afs-72267	1623	2	ridge	ridge	NOUN
afs-72267	1623	3	parameter	parameter	NOUN
afs-72267	1623	4	0	0	NUM
afs-72267	1624	1	(	(	PUNCT
afs-72267	1624	2	theta	theta	NOUN
afs-72267	1624	3	)	)	PUNCT
afs-72267	1624	4	is	be	AUX
afs-72267	1624	5	allowed	allow	VERB
afs-72267	1624	6	to	to	PART
afs-72267	1624	7	control	control	VERB
afs-72267	1624	8	the	the	DET
afs-72267	1624	9	bias	bias	NOUN
afs-72267	1624	10	.	.	PUNCT
afs-72267	1625	1	the	the	DET
afs-72267	1625	2	normal	normal	ADJ
afs-72267	1625	3	equations	equation	NOUN
afs-72267	1625	4	in	in	ADP
afs-72267	1625	5	the	the	DET
afs-72267	1625	6	ols	ol	NOUN
afs-72267	1625	7	procedure	procedure	NOUN
afs-72267	1625	8	are	be	AUX
afs-72267	1625	9	given	give	VERB
afs-72267	1625	10	by	by	ADP
afs-72267	1625	11	(	(	PUNCT
afs-72267	1625	12	5.2	5.2	NUM
afs-72267	1625	13	)	)	PUNCT
afs-72267	1625	14	x'x	x'x	PROPN
afs-72267	1625	15	(	(	PUNCT
afs-72267	1625	16	3	3	NUM
afs-72267	1625	17	=	=	SYM
afs-72267	1625	18	x'y	x'y	PROPN
afs-72267	1625	19	and	and	CCONJ
afs-72267	1625	20	(	(	PUNCT
afs-72267	1625	21	5.3	5.3	NUM
afs-72267	1625	22	)	)	PUNCT
afs-72267	1625	23	b	b	NOUN
afs-72267	1625	24	=	=	SYM
afs-72267	1625	25	(	(	PUNCT
afs-72267	1625	26	x'x)1	x'x)1	PROPN
afs-72267	1625	27	x'y	x'y	PROPN
afs-72267	1625	28	in	in	ADP
afs-72267	1625	29	the	the	DET
afs-72267	1625	30	ridge	ridge	NOUN
afs-72267	1625	31	procedure	procedure	NOUN
afs-72267	1625	32	the	the	DET
afs-72267	1625	33	ridge	ridge	NOUN
afs-72267	1625	34	parameter	parameter	NOUN
afs-72267	1625	35	o	o	PROPN
afs-72267	1625	36	>	>	X
afs-72267	1625	37	o	o	X
afs-72267	1625	38	is	be	AUX
afs-72267	1625	39	introduced	introduce	VERB
afs-72267	1625	40	as	as	SCONJ
afs-72267	1625	41	follows	follow	VERB
afs-72267	1625	42	(	(	PUNCT
afs-72267	1625	43	5.4	5.4	NUM
afs-72267	1625	44	)	)	PUNCT
afs-72267	1625	45	b(0	b(0	NOUN
afs-72267	1625	46	)	)	PUNCT
afs-72267	1625	47	=	=	SYM
afs-72267	1625	48	(	(	PUNCT
afs-72267	1625	49	x'x	x'x	INTJ
afs-72267	1625	50	+	+	CCONJ
afs-72267	1625	51	01)-	01)-	NOUN
afs-72267	1625	52	'	'	PUNCT
afs-72267	1625	53	x'y	x'y	NOUN
afs-72267	1625	54	in	in	ADP
afs-72267	1625	55	applications	application	NOUN
afs-72267	1625	56	the	the	DET
afs-72267	1625	57	interesting	interesting	ADJ
afs-72267	1625	58	numbers	number	NOUN
afs-72267	1625	59	of	of	ADP
afs-72267	1625	60	0	0	NUM
afs-72267	1625	61	are	be	AUX
afs-72267	1625	62	usually	usually	ADV
afs-72267	1625	63	found	find	VERB
afs-72267	1625	64	in	in	ADP
afs-72267	1625	65	the	the	DET
afs-72267	1625	66	range	range	NOUN
afs-72267	1625	67	of	of	ADP
afs-72267	1625	68	0.1	0.1	NUM
afs-72267	1625	69	,	,	PUNCT
afs-72267	1625	70	though	though	SCONJ
afs-72267	1625	71	values	value	NOUN
afs-72267	1625	72	up	up	ADP
afs-72267	1625	73	to	to	PART
afs-72267	1625	74	1.0	1.0	NUM
afs-72267	1625	75	are	be	AUX
afs-72267	1625	76	used	use	VERB
afs-72267	1625	77	.	.	PUNCT
afs-72267	1626	1	when	when	SCONJ
afs-72267	1626	2	0	0	NUM
afs-72267	1626	3	=	=	SYM
afs-72267	1626	4	0	0	NOUN
afs-72267	1626	5	the	the	DET
afs-72267	1626	6	resulting	result	VERB
afs-72267	1626	7	ridge	ridge	NOUN
afs-72267	1626	8	estimator	estimator	NOUN
afs-72267	1626	9	is	be	AUX
afs-72267	1626	10	the	the	DET
afs-72267	1626	11	same	same	ADJ
afs-72267	1626	12	as	as	ADP
afs-72267	1626	13	the	the	DET
afs-72267	1626	14	ols	ol	NOUN
afs-72267	1626	15	estimator	estimator	NOUN
afs-72267	1626	16	.	.	PUNCT
afs-72267	1627	1	for	for	ADP
afs-72267	1627	2	different	different	ADJ
afs-72267	1627	3	values	value	NOUN
afs-72267	1627	4	of	of	ADP
afs-72267	1627	5	0	0	NUM
afs-72267	1627	6	we	we	PRON
afs-72267	1627	7	can	can	AUX
afs-72267	1627	8	316	316	NUM
afs-72267	1627	9	plot	plot	VERB
afs-72267	1627	10	different	different	ADJ
afs-72267	1627	11	values	value	NOUN
afs-72267	1627	12	of	of	ADP
afs-72267	1627	13	the	the	DET
afs-72267	1627	14	estimates	estimate	NOUN
afs-72267	1627	15	,	,	PUNCT
afs-72267	1627	16	i.e.	i.e.	X
afs-72267	1627	17	we	we	PRON
afs-72267	1627	18	can	can	AUX
afs-72267	1627	19	plot	plot	VERB
afs-72267	1627	20	a	a	DET
afs-72267	1627	21	ridge	ridge	NOUN
afs-72267	1627	22	trace	trace	NOUN
afs-72267	1627	23	to	to	PART
afs-72267	1627	24	enable	enable	VERB
afs-72267	1627	25	a	a	DET
afs-72267	1627	26	direct	direct	ADJ
afs-72267	1627	27	comparision	comparision	NOUN
afs-72267	1627	28	to	to	PART
afs-72267	1627	29	be	be	AUX
afs-72267	1627	30	made	make	VERB
afs-72267	1627	31	between	between	ADP
afs-72267	1627	32	the	the	DET
afs-72267	1627	33	relative	relative	ADJ
afs-72267	1627	34	effect	effect	NOUN
afs-72267	1627	35	of	of	ADP
afs-72267	1627	36	the	the	DET
afs-72267	1627	37	various	various	ADJ
afs-72267	1627	38	coefficients	coefficient	NOUN
afs-72267	1627	39	.	.	PUNCT
afs-72267	1628	1	as	as	ADP
afs-72267	1628	2	0	0	NUM
afs-72267	1628	3	is	be	AUX
afs-72267	1628	4	increased	increase	VERB
afs-72267	1628	5	the	the	DET
afs-72267	1628	6	estimates	estimate	NOUN
afs-72267	1628	7	become	become	VERB
afs-72267	1628	8	smaller	small	ADJ
afs-72267	1628	9	in	in	ADP
afs-72267	1628	10	absolute	absolute	ADJ
afs-72267	1628	11	value	value	NOUN
afs-72267	1628	12	,	,	PUNCT
afs-72267	1628	13	tending	tend	VERB
afs-72267	1628	14	to	to	ADP
afs-72267	1628	15	zero	zero	NUM
afs-72267	1628	16	in	in	ADP
afs-72267	1628	17	infinity	infinity	NOUN
afs-72267	1628	18	.	.	PUNCT
afs-72267	1629	1	at	at	ADP
afs-72267	1629	2	a	a	DET
afs-72267	1629	3	certain	certain	ADJ
afs-72267	1629	4	value	value	NOUN
afs-72267	1629	5	of	of	ADP
afs-72267	1629	6	0	0	NUM
afs-72267	1629	7	the	the	DET
afs-72267	1629	8	system	system	NOUN
afs-72267	1629	9	will	will	AUX
afs-72267	1629	10	stabilize	stabilize	VERB
afs-72267	1629	11	and	and	CCONJ
afs-72267	1629	12	have	have	VERB
afs-72267	1629	13	the	the	DET
afs-72267	1629	14	general	general	ADJ
afs-72267	1629	15	characteristics	characteristic	NOUN
afs-72267	1629	16	of	of	ADP
afs-72267	1629	17	an	an	DET
afs-72267	1629	18	orthogonal	orthogonal	ADJ
afs-72267	1629	19	system	system	NOUN
afs-72267	1629	20	.	.	PUNCT
afs-72267	1630	1	cofficients	cofficient	NOUN
afs-72267	1630	2	with	with	ADP
afs-72267	1630	3	incorrect	incorrect	ADJ
afs-72267	1630	4	signs	sign	NOUN
afs-72267	1630	5	will	will	AUX
afs-72267	1630	6	change	change	VERB
afs-72267	1630	7	to	to	PART
afs-72267	1630	8	become	become	VERB
afs-72267	1630	9	correct	correct	ADJ
afs-72267	1630	10	(	(	PUNCT
afs-72267	1630	11	draper	draper	NOUN
afs-72267	1630	12	and	and	CCONJ
afs-72267	1630	13	smith	smith	PROPN
afs-72267	1630	14	1981	1981	NUM
afs-72267	1630	15	)	)	PUNCT
afs-72267	1630	16	.	.	PUNCT
afs-72267	1631	1	according	accord	VERB
afs-72267	1631	2	to	to	ADP
afs-72267	1631	3	draper	draper	NOUN
afs-72267	1631	4	and	and	CCONJ
afs-72267	1631	5	smith	smith	PROPN
afs-72267	1631	6	,	,	PUNCT
afs-72267	1631	7	blind	blind	ADJ
afs-72267	1631	8	use	use	NOUN
afs-72267	1631	9	of	of	ADP
afs-72267	1631	10	ridge	ridge	NOUN
afs-72267	1631	11	regression	regression	NOUN
afs-72267	1631	12	can	can	AUX
afs-72267	1631	13	be	be	AUX
afs-72267	1631	14	dangerous	dangerous	ADJ
afs-72267	1631	15	and	and	CCONJ
afs-72267	1631	16	misleading	misleading	ADJ
afs-72267	1631	17	.	.	PUNCT
afs-72267	1632	1	they	they	PRON
afs-72267	1632	2	suggest	suggest	VERB
afs-72267	1632	3	two	two	NUM
afs-72267	1632	4	cases	case	NOUN
afs-72267	1632	5	for	for	ADP
afs-72267	1632	6	which	which	PRON
afs-72267	1632	7	it	it	PRON
afs-72267	1632	8	is	be	AUX
afs-72267	1632	9	absolutely	absolutely	ADV
afs-72267	1632	10	correct	correct	ADJ
afs-72267	1632	11	to	to	PART
afs-72267	1632	12	use	use	VERB
afs-72267	1632	13	ridge	ridge	NOUN
afs-72267	1632	14	regressions	regression	NOUN
afs-72267	1632	15	in	in	ADP
afs-72267	1632	16	spite	spite	NOUN
afs-72267	1632	17	of	of	ADP
afs-72267	1632	18	the	the	DET
afs-72267	1632	19	subjective	subjective	ADJ
afs-72267	1632	20	element	element	NOUN
afs-72267	1632	21	involved	involve	VERB
afs-72267	1632	22	(	(	PUNCT
afs-72267	1632	23	the	the	DET
afs-72267	1632	24	choice	choice	NOUN
afs-72267	1632	25	of	of	ADP
afs-72267	1632	26	0	0	NUM
afs-72267	1632	27	)	)	PUNCT
afs-72267	1632	28	.	.	PUNCT
afs-72267	1633	1	the	the	DET
afs-72267	1633	2	first	first	ADJ
afs-72267	1633	3	is	be	AUX
afs-72267	1633	4	when	when	SCONJ
afs-72267	1633	5	prior	prior	ADJ
afs-72267	1633	6	knowledge	knowledge	NOUN
afs-72267	1633	7	(	(	PUNCT
afs-72267	1633	8	or	or	CCONJ
afs-72267	1633	9	belief	belief	NOUN
afs-72267	1633	10	)	)	PUNCT
afs-72267	1633	11	exist	exist	VERB
afs-72267	1633	12	that	that	SCONJ
afs-72267	1633	13	smaller	small	ADJ
afs-72267	1633	14	values	value	NOUN
afs-72267	1633	15	of	of	ADP
afs-72267	1633	16	the	the	DET
afs-72267	1633	17	estimates	estimate	NOUN
afs-72267	1633	18	are	be	AUX
afs-72267	1633	19	more	more	ADV
afs-72267	1633	20	likely	likely	ADJ
afs-72267	1633	21	than	than	ADP
afs-72267	1633	22	larger	large	ADJ
afs-72267	1633	23	ones	one	NOUN
afs-72267	1633	24	.	.	PUNCT
afs-72267	1634	1	if	if	SCONJ
afs-72267	1634	2	a	a	DET
afs-72267	1634	3	small	small	ADJ
afs-72267	1634	4	value	value	NOUN
afs-72267	1634	5	is	be	AUX
afs-72267	1634	6	used	use	VERB
afs-72267	1634	7	for	for	ADP
afs-72267	1634	8	0	0	NUM
afs-72267	1634	9	it	it	PRON
afs-72267	1634	10	means	mean	VERB
afs-72267	1634	11	that	that	SCONJ
afs-72267	1634	12	we	we	PRON
afs-72267	1634	13	believe	believe	VERB
afs-72267	1634	14	the	the	DET
afs-72267	1634	15	ols	ol	NOUN
afs-72267	1634	16	is	be	AUX
afs-72267	1634	17	not	not	PART
afs-72267	1634	18	producing	produce	VERB
afs-72267	1634	19	unreasonably	unreasonably	ADV
afs-72267	1634	20	big	big	ADJ
afs-72267	1634	21	values	value	NOUN
afs-72267	1634	22	.	.	PUNCT
afs-72267	1635	1	the	the	DET
afs-72267	1635	2	second	second	ADJ
afs-72267	1635	3	case	case	NOUN
afs-72267	1635	4	we	we	PRON
afs-72267	1635	5	need	need	AUX
afs-72267	1635	6	not	not	PART
afs-72267	1635	7	deal	deal	VERB
afs-72267	1635	8	with	with	ADP
afs-72267	1635	9	here	here	ADV
afs-72267	1635	10	.	.	PUNCT
afs-72267	1636	1	we	we	PRON
afs-72267	1636	2	note	note	VERB
afs-72267	1636	3	two	two	NUM
afs-72267	1636	4	dangers	danger	NOUN
afs-72267	1636	5	involved	involve	VERB
afs-72267	1636	6	in	in	ADP
afs-72267	1636	7	ridge	ridge	NOUN
afs-72267	1636	8	regressions	regression	NOUN
afs-72267	1636	9	:	:	PUNCT
afs-72267	1636	10	1	1	X
afs-72267	1636	11	.	.	X
afs-72267	1636	12	are	be	AUX
afs-72267	1636	13	we	we	PRON
afs-72267	1636	14	really	really	ADV
afs-72267	1636	15	sure	sure	ADJ
afs-72267	1636	16	about	about	ADP
afs-72267	1636	17	the	the	DET
afs-72267	1636	18	prior	prior	ADJ
afs-72267	1636	19	knowledge	knowledge	NOUN
afs-72267	1636	20	of	of	ADP
afs-72267	1636	21	too	too	ADV
afs-72267	1636	22	high	high	ADJ
afs-72267	1636	23	coefficients	coefficient	NOUN
afs-72267	1636	24	?	?	PUNCT
afs-72267	1637	1	2	2	X
afs-72267	1637	2	.	.	X
afs-72267	1637	3	the	the	DET
afs-72267	1637	4	nonsignificant	nonsignificant	ADJ
afs-72267	1637	5	estimated	estimate	VERB
afs-72267	1637	6	regression	regression	NOUN
afs-72267	1637	7	coefficients	coefficient	NOUN
afs-72267	1637	8	change	change	VERB
afs-72267	1637	9	to	to	ADP
afs-72267	1637	10	a	a	DET
afs-72267	1637	11	greater	great	ADJ
afs-72267	1637	12	extent	extent	NOUN
afs-72267	1637	13	than	than	ADP
afs-72267	1637	14	the	the	DET
afs-72267	1637	15	significant	significant	ADJ
afs-72267	1637	16	estimated	estimate	VERB
afs-72267	1637	17	coefficients	coefficient	NOUN
afs-72267	1637	18	.	.	PUNCT
afs-72267	1638	1	on	on	ADP
afs-72267	1638	2	the	the	DET
afs-72267	1638	3	basis	basis	NOUN
afs-72267	1638	4	of	of	ADP
afs-72267	1638	5	the	the	DET
afs-72267	1638	6	ols	ols	PROPN
afs-72267	1638	7	estimates	estimate	NOUN
afs-72267	1638	8	presented	present	VERB
afs-72267	1638	9	in	in	ADP
afs-72267	1638	10	subsections	subsection	NOUN
afs-72267	1638	11	5.1.1	5.1.1	NUM
afs-72267	1638	12	and	and	CCONJ
afs-72267	1638	13	5.1.2	5.1.2	NUM
afs-72267	1638	14	.	.	NUM
afs-72267	1638	15	,	,	PUNCT
afs-72267	1638	16	prior	prior	ADJ
afs-72267	1638	17	questions	question	NOUN
afs-72267	1638	18	on	on	ADP
afs-72267	1638	19	the	the	DET
afs-72267	1638	20	size	size	NOUN
afs-72267	1638	21	of	of	ADP
afs-72267	1638	22	the	the	DET
afs-72267	1638	23	capital	capital	NOUN
afs-72267	1638	24	estimate	estimate	NOUN
afs-72267	1638	25	could	could	AUX
afs-72267	1638	26	have	have	AUX
afs-72267	1638	27	been	be	AUX
afs-72267	1638	28	raised	raise	VERB
afs-72267	1638	29	.	.	PUNCT
afs-72267	1639	1	in	in	ADP
afs-72267	1639	2	the	the	DET
afs-72267	1639	3	linear	linear	ADJ
afs-72267	1639	4	production	production	NOUN
afs-72267	1639	5	function	function	NOUN
afs-72267	1639	6	,	,	PUNCT
afs-72267	1639	7	the	the	DET
afs-72267	1639	8	estimate	estimate	NOUN
afs-72267	1639	9	of	of	ADP
afs-72267	1639	10	capital	capital	NOUN
afs-72267	1639	11	(	(	PUNCT
afs-72267	1639	12	the	the	DET
afs-72267	1639	13	marginal	marginal	ADJ
afs-72267	1639	14	product	product	NOUN
afs-72267	1639	15	)	)	PUNCT
afs-72267	1639	16	was	be	AUX
afs-72267	1639	17	slightly	slightly	ADV
afs-72267	1639	18	above	above	ADP
afs-72267	1639	19	or	or	CCONJ
afs-72267	1639	20	below	below	ADP
afs-72267	1639	21	1.00	1.00	NUM
afs-72267	1639	22	.	.	PUNCT
afs-72267	1640	1	in	in	ADP
afs-72267	1640	2	the	the	DET
afs-72267	1640	3	cobbdouglas	cobbdougla	NOUN
afs-72267	1640	4	functions	function	NOUN
afs-72267	1640	5	the	the	DET
afs-72267	1640	6	estimate	estimate	NOUN
afs-72267	1640	7	(	(	PUNCT
afs-72267	1640	8	the	the	DET
afs-72267	1640	9	elasticity	elasticity	NOUN
afs-72267	1640	10	)	)	PUNCT
afs-72267	1640	11	was	be	AUX
afs-72267	1640	12	approximately	approximately	ADV
afs-72267	1640	13	0.7—0.9	0.7—0.9	NUM
afs-72267	1640	14	.	.	PUNCT
afs-72267	1641	1	this	this	PRON
afs-72267	1641	2	is	be	AUX
afs-72267	1641	3	rather	rather	ADV
afs-72267	1641	4	much	much	ADJ
afs-72267	1641	5	,	,	PUNCT
afs-72267	1641	6	as	as	SCONJ
afs-72267	1641	7	the	the	DET
afs-72267	1641	8	sum	sum	NOUN
afs-72267	1641	9	of	of	ADP
afs-72267	1641	10	elasticities	elasticity	NOUN
afs-72267	1641	11	not	not	PART
afs-72267	1641	12	should	should	AUX
afs-72267	1641	13	exceed	exceed	VERB
afs-72267	1641	14	1.00	1.00	NUM
afs-72267	1641	15	in	in	ADP
afs-72267	1641	16	the	the	DET
afs-72267	1641	17	case	case	NOUN
afs-72267	1641	18	of	of	ADP
afs-72267	1641	19	constant	constant	ADJ
afs-72267	1641	20	returns	return	NOUN
afs-72267	1641	21	to	to	PART
afs-72267	1641	22	scale	scale	VERB
afs-72267	1641	23	over	over	ADP
afs-72267	1641	24	time	time	NOUN
afs-72267	1641	25	.	.	PUNCT
afs-72267	1642	1	the	the	DET
afs-72267	1642	2	external	external	ADJ
afs-72267	1642	3	inputs	input	NOUN
afs-72267	1642	4	had	have	VERB
afs-72267	1642	5	a	a	DET
afs-72267	1642	6	negative	negative	ADJ
afs-72267	1642	7	sign	sign	NOUN
afs-72267	1642	8	in	in	ADP
afs-72267	1642	9	many	many	ADJ
afs-72267	1642	10	cases	case	NOUN
afs-72267	1642	11	.	.	PUNCT
afs-72267	1643	1	this	this	DET
afs-72267	1643	2	prior	prior	ADJ
afs-72267	1643	3	knowledge	knowledge	NOUN
afs-72267	1643	4	makes	make	VERB
afs-72267	1643	5	it	it	PRON
afs-72267	1643	6	reasonable	reasonable	ADJ
afs-72267	1643	7	to	to	PART
afs-72267	1643	8	believe	believe	VERB
afs-72267	1643	9	that	that	SCONJ
afs-72267	1643	10	the	the	DET
afs-72267	1643	11	capital	capital	NOUN
afs-72267	1643	12	coefficient	coefficient	NOUN
afs-72267	1643	13	is	be	AUX
afs-72267	1643	14	likely	likely	ADJ
afs-72267	1643	15	to	to	PART
afs-72267	1643	16	be	be	AUX
afs-72267	1643	17	too	too	ADV
afs-72267	1643	18	high	high	ADJ
afs-72267	1643	19	.	.	PUNCT
afs-72267	1644	1	the	the	DET
afs-72267	1644	2	aim	aim	NOUN
afs-72267	1644	3	of	of	ADP
afs-72267	1644	4	our	our	PRON
afs-72267	1644	5	use	use	NOUN
afs-72267	1644	6	of	of	ADP
afs-72267	1644	7	the	the	DET
afs-72267	1644	8	ridge	ridge	NOUN
afs-72267	1644	9	regressions	regression	NOUN
afs-72267	1644	10	is	be	AUX
afs-72267	1644	11	still	still	ADV
afs-72267	1644	12	a	a	DET
afs-72267	1644	13	different	different	ADJ
afs-72267	1644	14	.	.	PUNCT
afs-72267	1645	1	we	we	PRON
afs-72267	1645	2	can	can	AUX
afs-72267	1645	3	hypothetisize	hypothetisize	VERB
afs-72267	1645	4	that	that	SCONJ
afs-72267	1645	5	the	the	DET
afs-72267	1645	6	estimated	estimate	VERB
afs-72267	1645	7	research	research	NOUN
afs-72267	1645	8	elasticities	elasticity	NOUN
afs-72267	1645	9	are	be	AUX
afs-72267	1645	10	too	too	ADV
afs-72267	1645	11	high	high	ADJ
afs-72267	1645	12	as	as	ADP
afs-72267	1645	13	a	a	DET
afs-72267	1645	14	consequence	consequence	NOUN
afs-72267	1645	15	of	of	ADP
afs-72267	1645	16	the	the	DET
afs-72267	1645	17	intercorrelation	intercorrelation	NOUN
afs-72267	1645	18	between	between	ADP
afs-72267	1645	19	explaining	explain	VERB
afs-72267	1645	20	variables	variable	NOUN
afs-72267	1645	21	.	.	PUNCT
afs-72267	1646	1	if	if	SCONJ
afs-72267	1646	2	this	this	PRON
afs-72267	1646	3	is	be	AUX
afs-72267	1646	4	the	the	DET
afs-72267	1646	5	case	case	NOUN
afs-72267	1646	6	their	their	PRON
afs-72267	1646	7	value	value	NOUN
afs-72267	1646	8	should	should	AUX
afs-72267	1646	9	drop	drop	VERB
afs-72267	1646	10	in	in	ADP
afs-72267	1646	11	ridge	ridge	NOUN
afs-72267	1646	12	regressions	regression	NOUN
afs-72267	1646	13	.	.	PUNCT
afs-72267	1647	1	our	our	PRON
afs-72267	1647	2	actual	actual	ADJ
afs-72267	1647	3	purpose	purpose	NOUN
afs-72267	1647	4	in	in	ADP
afs-72267	1647	5	doing	do	VERB
afs-72267	1647	6	this	this	PRON
afs-72267	1647	7	is	be	AUX
afs-72267	1647	8	,	,	PUNCT
afs-72267	1647	9	however	however	ADV
afs-72267	1647	10	,	,	PUNCT
afs-72267	1647	11	the	the	DET
afs-72267	1647	12	opposite	opposite	NOUN
afs-72267	1647	13	.	.	PUNCT
afs-72267	1648	1	if	if	SCONJ
afs-72267	1648	2	the	the	DET
afs-72267	1648	3	values	value	NOUN
afs-72267	1648	4	of	of	ADP
afs-72267	1648	5	the	the	DET
afs-72267	1648	6	research	research	NOUN
afs-72267	1648	7	coefficients	coefficient	NOUN
afs-72267	1648	8	do	do	AUX
afs-72267	1648	9	not	not	PART
afs-72267	1648	10	fall	fall	VERB
afs-72267	1648	11	,	,	PUNCT
afs-72267	1648	12	it	it	PRON
afs-72267	1648	13	means	mean	VERB
afs-72267	1648	14	that	that	SCONJ
afs-72267	1648	15	the	the	DET
afs-72267	1648	16	estimates	estimate	NOUN
afs-72267	1648	17	of	of	ADP
afs-72267	1648	18	research	research	NOUN
afs-72267	1648	19	are	be	AUX
afs-72267	1648	20	not	not	PART
afs-72267	1648	21	overvalued	overvalue	VERB
afs-72267	1648	22	because	because	SCONJ
afs-72267	1648	23	of	of	ADP
afs-72267	1648	24	multicollinearity	multicollinearity	NOUN
afs-72267	1648	25	.	.	PUNCT
afs-72267	1649	1	if	if	SCONJ
afs-72267	1649	2	this	this	PRON
afs-72267	1649	3	holds	hold	VERB
afs-72267	1649	4	true	true	ADJ
afs-72267	1649	5	,	,	PUNCT
afs-72267	1649	6	we	we	PRON
afs-72267	1649	7	do	do	AUX
afs-72267	1649	8	not	not	PART
afs-72267	1649	9	speculate	speculate	VERB
afs-72267	1649	10	whether	whether	SCONJ
afs-72267	1649	11	the	the	DET
afs-72267	1649	12	estimates	estimate	NOUN
afs-72267	1649	13	are	be	AUX
afs-72267	1649	14	too	too	ADV
afs-72267	1649	15	low	low	ADJ
afs-72267	1649	16	,	,	PUNCT
afs-72267	1649	17	but	but	CCONJ
afs-72267	1649	18	simply	simply	ADV
afs-72267	1649	19	accept	accept	VERB
afs-72267	1649	20	the	the	DET
afs-72267	1649	21	estimates	estimate	NOUN
afs-72267	1649	22	as	as	ADP
afs-72267	1649	23	not	not	PART
afs-72267	1649	24	being	be	AUX
afs-72267	1649	25	overestimated	overestimate	VERB
afs-72267	1649	26	.	.	PUNCT
afs-72267	1650	1	this	this	PRON
afs-72267	1650	2	means	mean	VERB
afs-72267	1650	3	that	that	SCONJ
afs-72267	1650	4	ridge	ridge	NOUN
afs-72267	1650	5	regressions	regression	NOUN
afs-72267	1650	6	are	be	AUX
afs-72267	1650	7	not	not	PART
afs-72267	1650	8	used	use	VERB
afs-72267	1650	9	in	in	ADP
afs-72267	1650	10	order	order	NOUN
afs-72267	1650	11	to	to	PART
afs-72267	1650	12	produce	produce	VERB
afs-72267	1650	13	new	new	ADJ
afs-72267	1650	14	biased	biased	ADJ
afs-72267	1650	15	estimates	estimate	NOUN
afs-72267	1650	16	but	but	CCONJ
afs-72267	1650	17	are	be	AUX
afs-72267	1650	18	used	use	VERB
afs-72267	1650	19	to	to	PART
afs-72267	1650	20	investigate	investigate	VERB
afs-72267	1650	21	in	in	ADP
afs-72267	1650	22	which	which	DET
afs-72267	1650	23	direction	direction	NOUN
afs-72267	1650	24	the	the	DET
afs-72267	1650	25	serial	serial	ADJ
afs-72267	1650	26	correlation	correlation	NOUN
afs-72267	1650	27	affects	affect	VERB
afs-72267	1650	28	the	the	DET
afs-72267	1650	29	elasticity	elasticity	NOUN
afs-72267	1650	30	of	of	ADP
afs-72267	1650	31	research	research	NOUN
afs-72267	1650	32	.	.	PUNCT
afs-72267	1651	1	in	in	ADP
afs-72267	1651	2	order	order	NOUN
afs-72267	1651	3	to	to	PART
afs-72267	1651	4	avoid	avoid	VERB
afs-72267	1651	5	the	the	DET
afs-72267	1651	6	second	second	ADJ
afs-72267	1651	7	danger	danger	NOUN
afs-72267	1651	8	outlined	outline	VERB
afs-72267	1651	9	above	above	ADV
afs-72267	1651	10	,	,	PUNCT
afs-72267	1651	11	parameters	parameter	NOUN
afs-72267	1651	12	which	which	PRON
afs-72267	1651	13	are	be	AUX
afs-72267	1651	14	insignificant	insignificant	ADJ
afs-72267	1651	15	to	to	ADP
afs-72267	1651	16	a	a	DET
afs-72267	1651	17	large	large	ADJ
afs-72267	1651	18	degree	degree	NOUN
afs-72267	1651	19	should	should	AUX
afs-72267	1651	20	not	not	PART
afs-72267	1651	21	be	be	AUX
afs-72267	1651	22	tested	test	VERB
afs-72267	1651	23	.	.	PUNCT
afs-72267	1652	1	the	the	DET
afs-72267	1652	2	significance	significance	NOUN
afs-72267	1652	3	determined	determine	VERB
afs-72267	1652	4	by	by	ADP
afs-72267	1652	5	the	the	DET
afs-72267	1652	6	t	t	PROPN
afs-72267	1652	7	-	-	PUNCT
afs-72267	1652	8	test	test	NOUN
afs-72267	1652	9	is	be	AUX
afs-72267	1652	10	a	a	DET
afs-72267	1652	11	partial	partial	ADJ
afs-72267	1652	12	guide	guide	NOUN
afs-72267	1652	13	as	as	ADP
afs-72267	1652	14	to	to	ADP
afs-72267	1652	15	which	which	PRON
afs-72267	1652	16	of	of	ADP
afs-72267	1652	17	the	the	DET
afs-72267	1652	18	regressions	regression	NOUN
afs-72267	1652	19	should	should	AUX
afs-72267	1652	20	be	be	AUX
afs-72267	1652	21	analysed	analyse	VERB
afs-72267	1652	22	.	.	PUNCT
afs-72267	1653	1	in	in	ADP
afs-72267	1653	2	the	the	DET
afs-72267	1653	3	ols	ol	NOUN
afs-72267	1653	4	regressions	regression	NOUN
afs-72267	1653	5	chosen	choose	VERB
afs-72267	1653	6	for	for	ADP
afs-72267	1653	7	investigation	investigation	NOUN
afs-72267	1653	8	by	by	ADP
afs-72267	1653	9	ridge	ridge	NOUN
afs-72267	1653	10	regressions	regression	NOUN
afs-72267	1653	11	,	,	PUNCT
afs-72267	1653	12	the	the	DET
afs-72267	1653	13	significance	significance	NOUN
afs-72267	1653	14	of	of	ADP
afs-72267	1653	15	the	the	DET
afs-72267	1653	16	research	research	NOUN
afs-72267	1653	17	coefficient	coefficient	NOUN
afs-72267	1653	18	(	(	PUNCT
afs-72267	1653	19	public	public	ADJ
afs-72267	1653	20	or	or	CCONJ
afs-72267	1653	21	total	total	ADJ
afs-72267	1653	22	)	)	PUNCT
afs-72267	1653	23	was	be	AUX
afs-72267	1653	24	according	accord	VERB
afs-72267	1653	25	to	to	ADP
afs-72267	1653	26	table	table	NOUN
afs-72267	1653	27	17	17	NUM
afs-72267	1653	28	:	:	PUNCT
afs-72267	1653	29	table	table	NOUN
afs-72267	1653	30	17	17	NUM
afs-72267	1653	31	.	.	PUNCT
afs-72267	1654	1	research	research	NOUN
afs-72267	1654	2	coefficient	coefficient	NOUN
afs-72267	1654	3	and	and	CCONJ
afs-72267	1654	4	significance	significance	NOUN
afs-72267	1654	5	level	level	NOUN
afs-72267	1654	6	for	for	ADP
afs-72267	1654	7	different	different	ADJ
afs-72267	1654	8	regressions	regression	NOUN
afs-72267	1654	9	.	.	PUNCT
afs-72267	1655	1	regression	regression	VERB
afs-72267	1655	2	traditional	traditional	ADJ
afs-72267	1655	3	research	research	NOUN
afs-72267	1655	4	significance	significance	NOUN
afs-72267	1655	5	variables	variable	NOUN
afs-72267	1655	6	coefficient	coefficient	NOUN
afs-72267	1655	7	(	(	PUNCT
afs-72267	1655	8	1	1	NUM
afs-72267	1655	9	)	)	PUNCT
afs-72267	1655	10	linear	linear	NOUN
afs-72267	1655	11	aggregate	aggregate	VERB
afs-72267	1655	12	0.018	0.018	NUM
afs-72267	1655	13	0.154	0.154	NUM
afs-72267	1655	14	(	(	PUNCT
afs-72267	1655	15	4	4	NUM
afs-72267	1655	16	)	)	PUNCT
afs-72267	1655	17	linear	linear	NOUN
afs-72267	1655	18	per	per	ADP
afs-72267	1655	19	farm	farm	NOUN
afs-72267	1655	20	0.040	0.040	NUM
afs-72267	1655	21	0.101	0.101	NUM
afs-72267	1655	22	(	(	PUNCT
afs-72267	1655	23	5	5	NUM
afs-72267	1655	24	)	)	PUNCT
afs-72267	1655	25	linear	linear	NOUN
afs-72267	1655	26	aggregate	aggregate	VERB
afs-72267	1655	27	0.025	0.025	NUM
afs-72267	1655	28	0.057	0.057	NUM
afs-72267	1655	29	(	(	PUNCT
afs-72267	1655	30	9	9	NUM
afs-72267	1655	31	)	)	PUNCT
afs-72267	1655	32	cobb	cobb	PROPN
afs-72267	1655	33	-	-	PUNCT
afs-72267	1655	34	douglas	douglas	PROPN
afs-72267	1655	35	aggregate	aggregate	VERB
afs-72267	1655	36	0.059	0.059	NUM
afs-72267	1655	37	0.120	0.120	NUM
afs-72267	1655	38	(	(	PUNCT
afs-72267	1655	39	10	10	NUM
afs-72267	1655	40	)	)	PUNCT
afs-72267	1655	41	cobb	cobb	PROPN
afs-72267	1655	42	-	-	PUNCT
afs-72267	1655	43	douglas	douglas	PROPN
afs-72267	1655	44	aggregate	aggregate	VERB
afs-72267	1655	45	0.034	0.034	NUM
afs-72267	1655	46	0.374	0.374	NUM
afs-72267	1655	47	(	(	PUNCT
afs-72267	1655	48	12	12	NUM
afs-72267	1655	49	)	)	PUNCT
afs-72267	1655	50	cobb	cobb	PROPN
afs-72267	1655	51	-	-	PUNCT
afs-72267	1655	52	douglas	douglas	PROPN
afs-72267	1655	53	per	per	ADP
afs-72267	1655	54	farm	farm	NOUN
afs-72267	1655	55	0.059	0.059	NUM
afs-72267	1655	56	0.121	0.121	NUM
afs-72267	1655	57	(	(	PUNCT
afs-72267	1655	58	14	14	NUM
afs-72267	1655	59	)	)	PUNCT
afs-72267	1655	60	cobb	cobb	PROPN
afs-72267	1655	61	-	-	PUNCT
afs-72267	1655	62	douglas	douglas	PROPN
afs-72267	1655	63	aggregate	aggregate	VERB
afs-72267	1655	64	0.078	0.078	NUM
afs-72267	1655	65	0.079	0.079	NUM
afs-72267	1655	66	317	317	NUM
afs-72267	1655	67	318	318	NUM
afs-72267	1655	68	fig	fig	NOUN
afs-72267	1655	69	.	.	PUNCT
afs-72267	1656	1	19	19	NUM
afs-72267	1656	2	.	.	X
afs-72267	1656	3	ridge	ridge	NOUN
afs-72267	1656	4	traces	trace	NOUN
afs-72267	1656	5	.	.	PUNCT
afs-72267	1657	1	horizontal	horizontal	ADJ
afs-72267	1657	2	axis	axis	NOUN
afs-72267	1657	3	value	value	NOUN
afs-72267	1657	4	for	for	ADP
afs-72267	1657	5	ridge	ridge	PROPN
afs-72267	1657	6	parameter	parameter	PROPN
afs-72267	1657	7	theta	theta	PROPN
afs-72267	1657	8	,	,	PUNCT
afs-72267	1657	9	vertical	vertical	ADJ
afs-72267	1657	10	axis	axis	NOUN
afs-72267	1657	11	corresponding	correspond	VERB
afs-72267	1657	12	values	value	NOUN
afs-72267	1657	13	for	for	ADP
afs-72267	1657	14	the	the	DET
afs-72267	1657	15	coefficients	coefficient	NOUN
afs-72267	1657	16	.	.	PUNCT
afs-72267	1658	1	the	the	DET
afs-72267	1658	2	ridge	ridge	NOUN
afs-72267	1658	3	regressions	regression	NOUN
afs-72267	1658	4	correspond	correspond	VERB
afs-72267	1658	5	to	to	ADP
afs-72267	1658	6	the	the	DET
afs-72267	1658	7	following	follow	VERB
afs-72267	1658	8	ols	ol	NOUN
afs-72267	1658	9	regressions	regression	NOUN
afs-72267	1658	10	:	:	PUNCT
afs-72267	1658	11	a	a	X
afs-72267	1658	12	)	)	PUNCT
afs-72267	1658	13	=	=	SYM
afs-72267	1658	14	(	(	PUNCT
afs-72267	1658	15	1	1	NUM
afs-72267	1658	16	)	)	PUNCT
afs-72267	1658	17	,	,	PUNCT
afs-72267	1658	18	b)=	b)=	X
afs-72267	1658	19	(	(	PUNCT
afs-72267	1658	20	4	4	NUM
afs-72267	1658	21	)	)	PUNCT
afs-72267	1658	22	,	,	PUNCT
afs-72267	1658	23	c	c	X
afs-72267	1658	24	)	)	PUNCT
afs-72267	1658	25	=	=	SYM
afs-72267	1658	26	(	(	PUNCT
afs-72267	1658	27	5	5	NUM
afs-72267	1658	28	)	)	PUNCT
afs-72267	1658	29	,	,	PUNCT
afs-72267	1658	30	d	d	X
afs-72267	1658	31	)	)	PUNCT
afs-72267	1658	32	=	=	SYM
afs-72267	1658	33	(	(	PUNCT
afs-72267	1658	34	9	9	NUM
afs-72267	1658	35	)	)	PUNCT
afs-72267	1658	36	,	,	PUNCT
afs-72267	1659	1	e	e	X
afs-72267	1659	2	)	)	PUNCT
afs-72267	1659	3	=	=	SYM
afs-72267	1659	4	(	(	PUNCT
afs-72267	1659	5	10	10	NUM
afs-72267	1659	6	)	)	PUNCT
afs-72267	1659	7	,	,	PUNCT
afs-72267	1659	8	0	0	X
afs-72267	1659	9	=	=	SYM
afs-72267	1659	10	(	(	PUNCT
afs-72267	1659	11	12	12	NUM
afs-72267	1659	12	)	)	PUNCT
afs-72267	1659	13	.	.	PUNCT
afs-72267	1660	1	g	g	NOUN
afs-72267	1660	2	)	)	PUNCT
afs-72267	1660	3	=(	=(	NOUN
afs-72267	1660	4	14	14	NUM
afs-72267	1660	5	)	)	PUNCT
afs-72267	1660	6	.	.	PUNCT
afs-72267	1661	1	table	table	NOUN
afs-72267	1661	2	18	18	NUM
afs-72267	1661	3	.	.	PUNCT
afs-72267	1662	1	the	the	DET
afs-72267	1662	2	research	research	NOUN
afs-72267	1662	3	coefficient	coefficient	NOUN
afs-72267	1662	4	by	by	ADP
afs-72267	1662	5	ols	ol	NOUN
afs-72267	1662	6	and	and	CCONJ
afs-72267	1662	7	by	by	ADP
afs-72267	1662	8	ridge	ridge	NOUN
afs-72267	1662	9	regressions	regression	NOUN
afs-72267	1662	10	.	.	PUNCT
afs-72267	1663	1	l	l	NOUN
afs-72267	1663	2	regression	regression	NOUN
afs-72267	1663	3	(	(	PUNCT
afs-72267	1663	4	1	1	NUM
afs-72267	1663	5	)	)	PUNCT
afs-72267	1663	6	(	(	PUNCT
afs-72267	1663	7	4	4	NUM
afs-72267	1663	8	)	)	PUNCT
afs-72267	1663	9	(	(	PUNCT
afs-72267	1663	10	5	5	NUM
afs-72267	1663	11	)	)	PUNCT
afs-72267	1663	12	(	(	PUNCT
afs-72267	1663	13	9	9	NUM
afs-72267	1663	14	)	)	PUNCT
afs-72267	1663	15	(	(	PUNCT
afs-72267	1663	16	10	10	NUM
afs-72267	1663	17	)	)	PUNCT
afs-72267	1663	18	(	(	PUNCT
afs-72267	1663	19	12	12	NUM
afs-72267	1663	20	)	)	PUNCT
afs-72267	1663	21	(	(	PUNCT
afs-72267	1663	22	14	14	NUM
afs-72267	1663	23	)	)	PUNCT
afs-72267	1663	24	ols	ol	NOUN
afs-72267	1663	25	0.018	0.018	NUM
afs-72267	1663	26	0.040	0.040	NUM
afs-72267	1663	27	0.025	0.025	NUM
afs-72267	1663	28	0.059	0.059	NUM
afs-72267	1663	29	0.034	0.034	NUM
afs-72267	1663	30	0.059	0.059	NUM
afs-72267	1663	31	0.078	0.078	NUM
afs-72267	1663	32	ridge	ridge	NOUN
afs-72267	1663	33	parameter	parameter	NOUN
afs-72267	1663	34	9	9	NUM
afs-72267	1663	35	=	=	SYM
afs-72267	1663	36	0.000	0.000	NUM
afs-72267	1663	37	0.132	0.132	NUM
afs-72267	1663	38	0.080	0.080	NUM
afs-72267	1663	39	0.249	0.249	NUM
afs-72267	1663	40	0.189	0.189	NUM
afs-72267	1663	41	0.108	0.108	NUM
afs-72267	1663	42	0.082	0.082	NUM
afs-72267	1663	43	0.289	0.289	NUM
afs-72267	1663	44	9	9	NUM
afs-72267	1663	45	=	=	SYM
afs-72267	1663	46	0.025	0.025	NUM
afs-72267	1663	47	0.164	0.164	NUM
afs-72267	1663	48	0.192	0.192	NUM
afs-72267	1663	49	0.229	0.229	NUM
afs-72267	1663	50	0.280	0.280	NUM
afs-72267	1663	51	0.178	0.178	NUM
afs-72267	1663	52	0.217	0.217	NUM
afs-72267	1663	53	0.341	0.341	NUM
afs-72267	1663	54	9	9	NUM
afs-72267	1663	55	=	=	SYM
afs-72267	1663	56	0.050	0.050	NUM
afs-72267	1663	57	0.185	0.185	NUM
afs-72267	1663	58	0.217	0.217	NUM
afs-72267	1663	59	0.226	0.226	NUM
afs-72267	1663	60	0.293	0.293	NUM
afs-72267	1663	61	0.191	0.191	NUM
afs-72267	1663	62	0.253	0.253	NUM
afs-72267	1663	63	0.333	0.333	NUM
afs-72267	1663	64	9	9	NUM
afs-72267	1663	65	=	=	SYM
afs-72267	1663	66	0.100	0.100	NUM
afs-72267	1663	67	0.204	0.204	NUM
afs-72267	1663	68	0.230	0.230	NUM
afs-72267	1663	69	0.225	0.225	NUM
afs-72267	1663	70	0.294	0.294	NUM
afs-72267	1663	71	0.199	0.199	NUM
afs-72267	1663	72	0.277	0.277	NUM
afs-72267	1663	73	0.317	0.317	NUM
afs-72267	1663	74	“	"	PUNCT
afs-72267	1663	75	statgraphics	statgraphic	NOUN
afs-72267	1663	76	”	"	PUNCT
afs-72267	1663	77	,	,	PUNCT
afs-72267	1663	78	the	the	DET
afs-72267	1663	79	data	data	NOUN
afs-72267	1663	80	program	program	NOUN
afs-72267	1663	81	used	use	VERB
afs-72267	1663	82	here	here	ADV
afs-72267	1663	83	,	,	PUNCT
afs-72267	1663	84	standardizes	standardize	NOUN
afs-72267	1663	85	and	and	CCONJ
afs-72267	1663	86	centers	center	NOUN
afs-72267	1663	87	all	all	DET
afs-72267	1663	88	variables	variable	NOUN
afs-72267	1663	89	at	at	ADP
afs-72267	1663	90	the	the	DET
afs-72267	1663	91	same	same	ADJ
afs-72267	1663	92	time	time	NOUN
afs-72267	1663	93	so	so	SCONJ
afs-72267	1663	94	that	that	SCONJ
afs-72267	1663	95	the	the	DET
afs-72267	1663	96	resulting	result	VERB
afs-72267	1663	97	estimates	estimate	NOUN
afs-72267	1663	98	differ	differ	VERB
afs-72267	1663	99	from	from	ADP
afs-72267	1663	100	the	the	DET
afs-72267	1663	101	ols	ol	NOUN
afs-72267	1663	102	for	for	ADP
afs-72267	1663	103	6	6	NUM
afs-72267	1663	104	=	=	SYM
afs-72267	1663	105	0	0	NUM
afs-72267	1663	106	(	(	PUNCT
afs-72267	1663	107	the	the	DET
afs-72267	1663	108	values	value	NOUN
afs-72267	1663	109	for	for	ADP
afs-72267	1663	110	9	9	NUM
afs-72267	1663	111	=	=	SYM
afs-72267	1663	112	0	0	NUM
afs-72267	1663	113	should	should	AUX
afs-72267	1663	114	be	be	AUX
afs-72267	1663	115	equal	equal	ADJ
afs-72267	1663	116	to	to	ADP
afs-72267	1663	117	the	the	DET
afs-72267	1663	118	ols	ol	NOUN
afs-72267	1663	119	)	)	PUNCT
afs-72267	1663	120	.	.	PUNCT
afs-72267	1664	1	this	this	PRON
afs-72267	1664	2	will	will	AUX
afs-72267	1664	3	not	not	PART
afs-72267	1664	4	affect	affect	VERB
afs-72267	1664	5	its	its	PRON
afs-72267	1664	6	use	use	NOUN
afs-72267	1664	7	here	here	ADV
afs-72267	1664	8	,	,	PUNCT
afs-72267	1664	9	since	since	SCONJ
afs-72267	1664	10	only	only	ADV
afs-72267	1664	11	the	the	DET
afs-72267	1664	12	development	development	NOUN
afs-72267	1664	13	of	of	ADP
afs-72267	1664	14	6	6	NUM
afs-72267	1664	15	is	be	AUX
afs-72267	1664	16	relevant	relevant	ADJ
afs-72267	1664	17	,	,	PUNCT
afs-72267	1664	18	not	not	PART
afs-72267	1664	19	the	the	DET
afs-72267	1664	20	absolute	absolute	ADJ
afs-72267	1664	21	values	value	NOUN
afs-72267	1664	22	of	of	ADP
afs-72267	1664	23	0	0	NUM
afs-72267	1664	24	.	.	PUNCT
afs-72267	1665	1	next	next	ADJ
afs-72267	1665	2	these	these	DET
afs-72267	1665	3	seven	seven	NUM
afs-72267	1665	4	different	different	ADJ
afs-72267	1665	5	ridge	ridge	NOUN
afs-72267	1665	6	traces	trace	NOUN
afs-72267	1665	7	for	for	ADP
afs-72267	1665	8	the	the	DET
afs-72267	1665	9	unlagged	unlagge	VERB
afs-72267	1665	10	production	production	NOUN
afs-72267	1665	11	functions	function	NOUN
afs-72267	1665	12	earlier	early	ADV
afs-72267	1665	13	estimated	estimate	VERB
afs-72267	1665	14	are	be	AUX
afs-72267	1665	15	examined	examine	VERB
afs-72267	1665	16	.	.	PUNCT
afs-72267	1666	1	it	it	PRON
afs-72267	1666	2	should	should	AUX
afs-72267	1666	3	be	be	AUX
afs-72267	1666	4	noted	note	VERB
afs-72267	1666	5	that	that	SCONJ
afs-72267	1666	6	the	the	DET
afs-72267	1666	7	elasticities	elasticity	NOUN
afs-72267	1666	8	are	be	AUX
afs-72267	1666	9	not	not	PART
afs-72267	1666	10	directly	directly	ADV
afs-72267	1666	11	comparable	comparable	ADJ
afs-72267	1666	12	,	,	PUNCT
afs-72267	1666	13	since	since	SCONJ
afs-72267	1666	14	the	the	DET
afs-72267	1666	15	interpretation	interpretation	NOUN
afs-72267	1666	16	differ	differ	VERB
afs-72267	1666	17	for	for	ADP
afs-72267	1666	18	the	the	DET
afs-72267	1666	19	various	various	ADJ
afs-72267	1666	20	regressions	regression	NOUN
afs-72267	1666	21	.	.	PUNCT
afs-72267	1667	1	5.1.4	5.1.4	X
afs-72267	1667	2	.	.	PUNCT
afs-72267	1667	3	ridge	ridge	NOUN
afs-72267	1667	4	traces	trace	VERB
afs-72267	1667	5	the	the	DET
afs-72267	1667	6	seven	seven	NUM
afs-72267	1667	7	regressions	regression	NOUN
afs-72267	1667	8	chosen	choose	VERB
afs-72267	1667	9	for	for	ADP
afs-72267	1667	10	ridge	ridge	NOUN
afs-72267	1667	11	analysis	analysis	NOUN
afs-72267	1667	12	are	be	AUX
afs-72267	1667	13	presented	present	VERB
afs-72267	1667	14	in	in	ADP
afs-72267	1667	15	figure	figure	NOUN
afs-72267	1667	16	19	19	NUM
afs-72267	1667	17	.	.	PUNCT
afs-72267	1668	1	as	as	ADP
afs-72267	1668	2	0	0	NUM
afs-72267	1668	3	increases	increase	NOUN
afs-72267	1668	4	,	,	PUNCT
afs-72267	1668	5	the	the	DET
afs-72267	1668	6	effects	effect	NOUN
afs-72267	1668	7	of	of	ADP
afs-72267	1668	8	multicollinearity	multicollinearity	NOUN
afs-72267	1668	9	decreases	decrease	NOUN
afs-72267	1668	10	at	at	ADP
afs-72267	1668	11	the	the	DET
afs-72267	1668	12	same	same	ADJ
afs-72267	1668	13	time	time	NOUN
afs-72267	1668	14	as	as	ADP
afs-72267	1668	15	the	the	DET
afs-72267	1668	16	bias	bias	NOUN
afs-72267	1668	17	of	of	ADP
afs-72267	1668	18	the	the	DET
afs-72267	1668	19	estimates	estimate	NOUN
afs-72267	1668	20	increases	increase	VERB
afs-72267	1668	21	.	.	PUNCT
afs-72267	1669	1	the	the	DET
afs-72267	1669	2	estimates	estimate	NOUN
afs-72267	1669	3	decrease	decrease	VERB
afs-72267	1669	4	,	,	PUNCT
afs-72267	1669	5	tending	tend	VERB
afs-72267	1669	6	to	to	ADP
afs-72267	1669	7	zero	zero	NUM
afs-72267	1669	8	in	in	ADP
afs-72267	1669	9	infinity	infinity	NOUN
afs-72267	1669	10	.	.	PUNCT
afs-72267	1670	1	for	for	ADP
afs-72267	1670	2	values	value	NOUN
afs-72267	1670	3	on	on	ADP
afs-72267	1670	4	0<0.05	0<0.05	NOUN
afs-72267	1670	5	the	the	DET
afs-72267	1670	6	coefficients	coefficient	NOUN
afs-72267	1670	7	change	change	VERB
afs-72267	1670	8	rapidly	rapidly	ADV
afs-72267	1670	9	,	,	PUNCT
afs-72267	1670	10	stabilizing	stabilize	VERB
afs-72267	1670	11	at	at	ADP
afs-72267	1670	12	0	0	NUM
afs-72267	1670	13	=	=	SYM
afs-72267	1670	14	0.05	0.05	NUM
afs-72267	1670	15	or	or	CCONJ
afs-72267	1670	16	slightly	slightly	ADV
afs-72267	1670	17	less	less	ADJ
afs-72267	1670	18	.	.	PUNCT
afs-72267	1671	1	after	after	ADP
afs-72267	1671	2	this	this	PRON
afs-72267	1671	3	the	the	DET
afs-72267	1671	4	increased	increase	VERB
afs-72267	1671	5	effects	effect	NOUN
afs-72267	1671	6	of	of	ADP
afs-72267	1671	7	the	the	DET
afs-72267	1671	8	bias	bias	NOUN
afs-72267	1671	9	can	can	AUX
afs-72267	1671	10	be	be	AUX
afs-72267	1671	11	seen	see	VERB
afs-72267	1671	12	in	in	ADP
afs-72267	1671	13	sinking	sink	VERB
afs-72267	1671	14	curves	curve	NOUN
afs-72267	1671	15	.	.	PUNCT
afs-72267	1672	1	obviously	obviously	ADV
afs-72267	1672	2	the	the	DET
afs-72267	1672	3	critical	critical	ADJ
afs-72267	1672	4	values	value	NOUN
afs-72267	1672	5	for	for	ADP
afs-72267	1672	6	0	0	NUM
afs-72267	1672	7	should	should	AUX
afs-72267	1672	8	lay	lay	VERB
afs-72267	1672	9	between	between	ADP
afs-72267	1672	10	0	0	NUM
afs-72267	1672	11	and	and	CCONJ
afs-72267	1672	12	0.05	0.05	NUM
afs-72267	1672	13	.	.	PUNCT
afs-72267	1673	1	as	as	SCONJ
afs-72267	1673	2	was	be	AUX
afs-72267	1673	3	mentioned	mention	VERB
afs-72267	1673	4	earlier	early	ADV
afs-72267	1673	5	,	,	PUNCT
afs-72267	1673	6	values	value	NOUN
afs-72267	1673	7	of	of	ADP
afs-72267	1673	8	0	0	NUM
afs-72267	1673	9	>	>	X
afs-72267	1673	10	1.00	1.00	NUM
afs-72267	1673	11	are	be	AUX
afs-72267	1673	12	seldom	seldom	ADV
afs-72267	1673	13	used	use	VERB
afs-72267	1673	14	because	because	SCONJ
afs-72267	1673	15	of	of	ADP
afs-72267	1673	16	the	the	DET
afs-72267	1673	17	stronger	strong	ADJ
afs-72267	1673	18	bias	bias	NOUN
afs-72267	1673	19	.	.	PUNCT
afs-72267	1674	1	a	a	DET
afs-72267	1674	2	general	general	ADJ
afs-72267	1674	3	feature	feature	NOUN
afs-72267	1674	4	of	of	ADP
afs-72267	1674	5	all	all	DET
afs-72267	1674	6	the	the	DET
afs-72267	1674	7	figures	figure	NOUN
afs-72267	1674	8	is	be	AUX
afs-72267	1674	9	the	the	DET
afs-72267	1674	10	fall	fall	NOUN
afs-72267	1674	11	in	in	ADP
afs-72267	1674	12	the	the	DET
afs-72267	1674	13	regression	regression	NOUN
afs-72267	1674	14	coefficients	coefficient	NOUN
afs-72267	1674	15	of	of	ADP
afs-72267	1674	16	capital	capital	NOUN
afs-72267	1674	17	and	and	CCONJ
afs-72267	1674	18	labour	labour	NOUN
afs-72267	1674	19	.	.	PUNCT
afs-72267	1675	1	the	the	DET
afs-72267	1675	2	prior	prior	ADJ
afs-72267	1675	3	belief	belief	NOUN
afs-72267	1675	4	that	that	SCONJ
afs-72267	1675	5	the	the	DET
afs-72267	1675	6	capital	capital	NOUN
afs-72267	1675	7	coefficient	coefficient	NOUN
afs-72267	1675	8	is	be	AUX
afs-72267	1675	9	too	too	ADV
afs-72267	1675	10	big	big	ADJ
afs-72267	1675	11	is	be	AUX
afs-72267	1675	12	supported	support	VERB
afs-72267	1675	13	by	by	ADP
afs-72267	1675	14	the	the	DET
afs-72267	1675	15	ridge	ridge	NOUN
afs-72267	1675	16	traces	trace	NOUN
afs-72267	1675	17	.	.	PUNCT
afs-72267	1676	1	it	it	PRON
afs-72267	1676	2	is	be	AUX
afs-72267	1676	3	difficult	difficult	ADJ
afs-72267	1676	4	to	to	PART
afs-72267	1676	5	understand	understand	VERB
afs-72267	1676	6	that	that	SCONJ
afs-72267	1676	7	the	the	DET
afs-72267	1676	8	coefficient	coefficient	NOUN
afs-72267	1676	9	of	of	ADP
afs-72267	1676	10	labour	labour	NOUN
afs-72267	1676	11	in	in	ADP
afs-72267	1676	12	some	some	DET
afs-72267	1676	13	regressions	regression	NOUN
afs-72267	1676	14	becomes	become	VERB
afs-72267	1676	15	negative	negative	ADJ
afs-72267	1676	16	for	for	ADP
afs-72267	1676	17	9>0.05	9>0.05	NUM
afs-72267	1676	18	or	or	CCONJ
afs-72267	1676	19	even	even	ADV
afs-72267	1676	20	less	less	ADJ
afs-72267	1676	21	.	.	PUNCT
afs-72267	1677	1	obviously	obviously	ADV
afs-72267	1677	2	,	,	PUNCT
afs-72267	1677	3	values	value	NOUN
afs-72267	1677	4	of	of	ADP
afs-72267	1677	5	9>0.05	9>0.05	NUM
afs-72267	1677	6	should	should	AUX
afs-72267	1677	7	be	be	AUX
afs-72267	1677	8	considered	consider	VERB
afs-72267	1677	9	critically	critically	ADV
afs-72267	1677	10	and	and	CCONJ
afs-72267	1677	11	with	with	ADP
afs-72267	1677	12	caution	caution	NOUN
afs-72267	1677	13	.	.	PUNCT
afs-72267	1678	1	the	the	DET
afs-72267	1678	2	external	external	ADJ
afs-72267	1678	3	inputs	input	NOUN
afs-72267	1678	4	seem	seem	VERB
afs-72267	1678	5	to	to	PART
afs-72267	1678	6	increase	increase	VERB
afs-72267	1678	7	and	and	CCONJ
afs-72267	1678	8	turn	turn	VERB
afs-72267	1678	9	from	from	ADP
afs-72267	1678	10	negative	negative	ADJ
afs-72267	1678	11	(	(	PUNCT
afs-72267	1678	12	in	in	ADP
afs-72267	1678	13	some	some	PRON
afs-72267	1678	14	of	of	ADP
afs-72267	1678	15	the	the	DET
afs-72267	1678	16	ols	ol	NOUN
afs-72267	1678	17	regressions	regression	NOUN
afs-72267	1678	18	)	)	PUNCT
afs-72267	1678	19	to	to	AUX
afs-72267	1678	20	positive	positive	ADJ
afs-72267	1678	21	.	.	PUNCT
afs-72267	1679	1	the	the	DET
afs-72267	1679	2	estimate	estimate	NOUN
afs-72267	1679	3	of	of	ADP
afs-72267	1679	4	the	the	DET
afs-72267	1679	5	research	research	NOUN
afs-72267	1679	6	parameter	parameter	NOUN
afs-72267	1679	7	does	do	AUX
afs-72267	1679	8	not	not	PART
afs-72267	1679	9	change	change	VERB
afs-72267	1679	10	much	much	ADJ
afs-72267	1679	11	.	.	PUNCT
afs-72267	1680	1	in	in	ADP
afs-72267	1680	2	all	all	DET
afs-72267	1680	3	regressions	regression	NOUN
afs-72267	1680	4	except	except	SCONJ
afs-72267	1680	5	(	(	PUNCT
afs-72267	1680	6	5	5	NUM
afs-72267	1680	7	)	)	PUNCT
afs-72267	1680	8	(	(	PUNCT
afs-72267	1680	9	where	where	SCONJ
afs-72267	1680	10	it	it	PRON
afs-72267	1680	11	stays	stay	VERB
afs-72267	1680	12	almost	almost	ADV
afs-72267	1680	13	constant	constant	ADJ
afs-72267	1680	14	)	)	PUNCT
afs-72267	1680	15	it	it	PRON
afs-72267	1680	16	increases	increase	VERB
afs-72267	1680	17	slightly	slightly	ADV
afs-72267	1680	18	.	.	PUNCT
afs-72267	1681	1	taking	take	VERB
afs-72267	1681	2	into	into	ADP
afs-72267	1681	3	account	account	NOUN
afs-72267	1681	4	the	the	DET
afs-72267	1681	5	purpose	purpose	NOUN
afs-72267	1681	6	of	of	ADP
afs-72267	1681	7	the	the	DET
afs-72267	1681	8	ridge	ridge	NOUN
afs-72267	1681	9	analysis	analysis	NOUN
afs-72267	1681	10	stated	state	VERB
afs-72267	1681	11	in	in	ADP
afs-72267	1681	12	the	the	DET
afs-72267	1681	13	preceding	precede	VERB
afs-72267	1681	14	section	section	NOUN
afs-72267	1681	15	,	,	PUNCT
afs-72267	1681	16	it	it	PRON
afs-72267	1681	17	is	be	AUX
afs-72267	1681	18	now	now	ADV
afs-72267	1681	19	possible	possible	ADJ
afs-72267	1681	20	to	to	PART
afs-72267	1681	21	draw	draw	VERB
afs-72267	1681	22	a	a	DET
afs-72267	1681	23	conclusion	conclusion	NOUN
afs-72267	1681	24	:	:	PUNCT
afs-72267	1681	25	rather	rather	ADV
afs-72267	1681	26	small	small	ADJ
afs-72267	1681	27	values	value	NOUN
afs-72267	1681	28	for	for	ADP
afs-72267	1681	29	the	the	DET
afs-72267	1681	30	ridge	ridge	NOUN
afs-72267	1681	31	parameter	parameter	NOUN
afs-72267	1681	32	0	0	PUNCT
afs-72267	1681	33	show	show	VERB
afs-72267	1681	34	that	that	SCONJ
afs-72267	1681	35	the	the	DET
afs-72267	1681	36	internal	internal	ADJ
afs-72267	1681	37	correlation	correlation	NOUN
afs-72267	1681	38	between	between	ADP
afs-72267	1681	39	explanatory	explanatory	ADJ
afs-72267	1681	40	variables	variable	NOUN
afs-72267	1681	41	does	do	AUX
afs-72267	1681	42	not	not	PART
afs-72267	1681	43	lead	lead	VERB
afs-72267	1681	44	to	to	ADP
afs-72267	1681	45	overestimated	overestimated	ADJ
afs-72267	1681	46	coefficients	coefficient	NOUN
afs-72267	1681	47	of	of	ADP
afs-72267	1681	48	the	the	DET
afs-72267	1681	49	research	research	NOUN
afs-72267	1681	50	parameter	parameter	NOUN
afs-72267	1681	51	.	.	PUNCT
afs-72267	1682	1	table	table	NOUN
afs-72267	1682	2	18	18	NUM
afs-72267	1682	3	gives	give	VERB
afs-72267	1682	4	the	the	DET
afs-72267	1682	5	ridge	ridge	NOUN
afs-72267	1682	6	estimates	estimate	VERB
afs-72267	1682	7	a	a	DET
afs-72267	1682	8	numerical	numerical	ADJ
afs-72267	1682	9	description	description	NOUN
afs-72267	1682	10	.	.	PUNCT
afs-72267	1683	1	the	the	DET
afs-72267	1683	2	trend	trend	NOUN
afs-72267	1683	3	in	in	ADP
afs-72267	1683	4	the	the	DET
afs-72267	1683	5	development	development	NOUN
afs-72267	1683	6	of	of	ADP
afs-72267	1683	7	the	the	DET
afs-72267	1683	8	research	research	NOUN
afs-72267	1683	9	coefficient	coefficient	NOUN
afs-72267	1683	10	is	be	AUX
afs-72267	1683	11	that	that	SCONJ
afs-72267	1683	12	it	it	PRON
afs-72267	1683	13	grows	grow	VERB
afs-72267	1683	14	as	as	SCONJ
afs-72267	1683	15	the	the	DET
afs-72267	1683	16	bias	bias	NOUN
afs-72267	1683	17	increases	increase	VERB
afs-72267	1683	18	.	.	PUNCT
afs-72267	1684	1	the	the	DET
afs-72267	1684	2	coefficient	coefficient	NOUN
afs-72267	1684	3	starts	start	VERB
afs-72267	1684	4	to	to	PART
afs-72267	1684	5	decrease	decrease	VERB
afs-72267	1684	6	when	when	SCONJ
afs-72267	1684	7	the	the	DET
afs-72267	1684	8	bias	bias	NOUN
afs-72267	1684	9	becomes	become	VERB
afs-72267	1684	10	sufficiently	sufficiently	ADV
afs-72267	1684	11	large	large	ADJ
afs-72267	1684	12	.	.	PUNCT
afs-72267	1685	1	the	the	DET
afs-72267	1685	2	use	use	NOUN
afs-72267	1685	3	of	of	ADP
afs-72267	1685	4	ridge	ridge	NOUN
afs-72267	1685	5	analysis	analysis	NOUN
afs-72267	1685	6	may	may	AUX
afs-72267	1685	7	be	be	AUX
afs-72267	1685	8	subject	subject	ADJ
afs-72267	1685	9	to	to	ADP
afs-72267	1685	10	criticism	criticism	NOUN
afs-72267	1685	11	.	.	PUNCT
afs-72267	1686	1	taking	take	VERB
afs-72267	1686	2	into	into	ADP
afs-72267	1686	3	account	account	NOUN
afs-72267	1686	4	what	what	PRON
afs-72267	1686	5	has	have	AUX
afs-72267	1686	6	been	be	AUX
afs-72267	1686	7	stated	state	VERB
afs-72267	1686	8	above	above	ADP
afs-72267	1686	9	,	,	PUNCT
afs-72267	1686	10	it	it	PRON
afs-72267	1686	11	is	be	AUX
afs-72267	1686	12	put	put	VERB
afs-72267	1686	13	to	to	ADP
afs-72267	1686	14	careful	careful	ADJ
afs-72267	1686	15	use	use	NOUN
afs-72267	1686	16	here	here	ADV
afs-72267	1686	17	;	;	PUNCT
afs-72267	1686	18	it	it	PRON
afs-72267	1686	19	is	be	AUX
afs-72267	1686	20	not	not	PART
afs-72267	1686	21	,	,	PUNCT
afs-72267	1686	22	e.g.	e.g.	ADV
afs-72267	1686	23	used	use	VERB
afs-72267	1686	24	to	to	PART
afs-72267	1686	25	produce	produce	VERB
afs-72267	1686	26	separate	separate	ADJ
afs-72267	1686	27	elasticities	elasticity	NOUN
afs-72267	1686	28	.	.	PUNCT
afs-72267	1687	1	still	still	ADV
afs-72267	1687	2	we	we	PRON
afs-72267	1687	3	can	can	AUX
afs-72267	1687	4	not	not	PART
afs-72267	1687	5	be	be	AUX
afs-72267	1687	6	completely	completely	ADV
afs-72267	1687	7	sure	sure	ADJ
afs-72267	1687	8	whether	whether	SCONJ
afs-72267	1687	9	or	or	CCONJ
afs-72267	1687	10	not	not	PART
afs-72267	1687	11	the	the	DET
afs-72267	1687	12	multicollinearity	multicollinearity	NOUN
afs-72267	1687	13	is	be	AUX
afs-72267	1687	14	a	a	DET
afs-72267	1687	15	problem	problem	NOUN
afs-72267	1687	16	.	.	PUNCT
afs-72267	1688	1	but	but	CCONJ
afs-72267	1688	2	at	at	ADP
afs-72267	1688	3	least	least	ADJ
afs-72267	1688	4	the	the	DET
afs-72267	1688	5	incidence	incidence	NOUN
afs-72267	1688	6	given	give	VERB
afs-72267	1688	7	by	by	ADP
afs-72267	1688	8	ridge	ridge	NOUN
afs-72267	1688	9	analysis	analysis	NOUN
afs-72267	1688	10	shows	show	VERB
afs-72267	1688	11	that	that	SCONJ
afs-72267	1688	12	the	the	DET
afs-72267	1688	13	multicollinearity	multicollinearity	NOUN
afs-72267	1688	14	need	need	AUX
afs-72267	1688	15	not	not	PART
afs-72267	1688	16	be	be	AUX
afs-72267	1688	17	problematic	problematic	ADJ
afs-72267	1688	18	.	.	PUNCT
afs-72267	1689	1	5.1.5	5.1.5	NUM
afs-72267	1689	2	.	.	NOUN
afs-72267	1689	3	autocorrelated	autocorrelate	VERB
afs-72267	1689	4	errors	error	NOUN
afs-72267	1689	5	and	and	CCONJ
afs-72267	1689	6	autoregressive	autoregressive	ADJ
afs-72267	1689	7	models	model	NOUN
afs-72267	1689	8	the	the	DET
afs-72267	1689	9	models	model	NOUN
afs-72267	1689	10	(	(	PUNCT
afs-72267	1689	11	3.9	3.9	NUM
afs-72267	1689	12	)	)	PUNCT
afs-72267	1689	13	and	and	CCONJ
afs-72267	1689	14	(	(	PUNCT
afs-72267	1689	15	3.10	3.10	NUM
afs-72267	1689	16	)	)	PUNCT
afs-72267	1689	17	are	be	AUX
afs-72267	1689	18	based	base	VERB
afs-72267	1689	19	on	on	ADP
afs-72267	1689	20	the	the	DET
afs-72267	1689	21	assumptions	assumption	NOUN
afs-72267	1689	22	stated	state	VERB
afs-72267	1689	23	in	in	ADP
afs-72267	1689	24	section	section	NOUN
afs-72267	1689	25	3.4	3.4	NUM
afs-72267	1689	26	.	.	PUNCT
afs-72267	1690	1	one	one	NUM
afs-72267	1690	2	of	of	ADP
afs-72267	1690	3	these	these	DET
afs-72267	1690	4	assumptions	assumption	NOUN
afs-72267	1690	5	was	be	AUX
afs-72267	1690	6	that	that	SCONJ
afs-72267	1690	7	errors	error	NOUN
afs-72267	1690	8	were	be	AUX
afs-72267	1690	9	not	not	PART
afs-72267	1690	10	serially	serially	ADV
afs-72267	1690	11	correlated	correlate	VERB
afs-72267	1690	12	.	.	PUNCT
afs-72267	1691	1	in	in	ADP
afs-72267	1691	2	case	case	NOUN
afs-72267	1691	3	such	such	ADJ
afs-72267	1691	4	autocorrelation	autocorrelation	NOUN
afs-72267	1691	5	occurs	occur	VERB
afs-72267	1691	6	,	,	PUNCT
afs-72267	1691	7	the	the	DET
afs-72267	1691	8	coefficient	coefficient	NOUN
afs-72267	1691	9	may	may	AUX
afs-72267	1691	10	be	be	AUX
afs-72267	1691	11	overes319	overes319	PROPN
afs-72267	1691	12	timated	timate	VERB
afs-72267	1691	13	or	or	CCONJ
afs-72267	1691	14	underestimated	underestimate	VERB
afs-72267	1691	15	.	.	PUNCT
afs-72267	1692	1	the	the	DET
afs-72267	1692	2	results	result	NOUN
afs-72267	1692	3	of	of	ADP
afs-72267	1692	4	the	the	DET
afs-72267	1692	5	estimation	estimation	NOUN
afs-72267	1692	6	show	show	VERB
afs-72267	1692	7	that	that	SCONJ
afs-72267	1692	8	this	this	DET
afs-72267	1692	9	basic	basic	ADJ
afs-72267	1692	10	assumption	assumption	NOUN
afs-72267	1692	11	was	be	AUX
afs-72267	1692	12	erroneous	erroneous	ADJ
afs-72267	1692	13	.	.	PUNCT
afs-72267	1693	1	a	a	DET
afs-72267	1693	2	misspecification	misspecification	NOUN
afs-72267	1693	3	of	of	ADP
afs-72267	1693	4	the	the	DET
afs-72267	1693	5	model	model	NOUN
afs-72267	1693	6	results	result	VERB
afs-72267	1693	7	in	in	ADP
afs-72267	1693	8	autocorrelation	autocorrelation	NOUN
afs-72267	1693	9	,	,	PUNCT
afs-72267	1693	10	which	which	PRON
afs-72267	1693	11	may	may	AUX
afs-72267	1693	12	depend	depend	VERB
afs-72267	1693	13	on	on	ADP
afs-72267	1693	14	the	the	DET
afs-72267	1693	15	omission	omission	NOUN
afs-72267	1693	16	of	of	ADP
afs-72267	1693	17	variables	variable	NOUN
afs-72267	1693	18	or	or	CCONJ
afs-72267	1693	19	an	an	DET
afs-72267	1693	20	incorrect	incorrect	ADJ
afs-72267	1693	21	form	form	NOUN
afs-72267	1693	22	of	of	ADP
afs-72267	1693	23	the	the	DET
afs-72267	1693	24	production	production	NOUN
afs-72267	1693	25	function	function	NOUN
afs-72267	1693	26	.	.	PUNCT
afs-72267	1694	1	because	because	SCONJ
afs-72267	1694	2	of	of	ADP
afs-72267	1694	3	the	the	DET
afs-72267	1694	4	wrong	wrong	ADJ
afs-72267	1694	5	specification	specification	NOUN
afs-72267	1694	6	,	,	PUNCT
afs-72267	1694	7	some	some	PRON
afs-72267	1694	8	of	of	ADP
afs-72267	1694	9	the	the	DET
afs-72267	1694	10	information	information	NOUN
afs-72267	1694	11	appears	appear	VERB
afs-72267	1694	12	as	as	ADP
afs-72267	1694	13	serial	serial	ADJ
afs-72267	1694	14	correlation	correlation	NOUN
afs-72267	1694	15	in	in	ADP
afs-72267	1694	16	the	the	DET
afs-72267	1694	17	errors	error	NOUN
afs-72267	1694	18	.	.	PUNCT
afs-72267	1695	1	the	the	DET
afs-72267	1695	2	durbin	durbin	PROPN
afs-72267	1695	3	-	-	PUNCT
afs-72267	1695	4	watson	watson	PROPN
afs-72267	1695	5	test	test	NOUN
afs-72267	1695	6	value	value	NOUN
afs-72267	1695	7	in	in	ADP
afs-72267	1695	8	the	the	DET
afs-72267	1695	9	flow	flow	NOUN
afs-72267	1695	10	models	model	NOUN
afs-72267	1695	11	with	with	ADP
afs-72267	1695	12	no	no	DET
afs-72267	1695	13	lags	lag	NOUN
afs-72267	1695	14	varied	varied	ADJ
afs-72267	1695	15	from	from	ADP
afs-72267	1695	16	0.96	0.96	NUM
afs-72267	1695	17	to	to	ADP
afs-72267	1695	18	1.16	1.16	NUM
afs-72267	1695	19	,	,	PUNCT
afs-72267	1695	20	thus	thus	ADV
afs-72267	1695	21	showing	show	VERB
afs-72267	1695	22	substantial	substantial	ADJ
afs-72267	1695	23	autocorrelation	autocorrelation	NOUN
afs-72267	1695	24	.	.	PUNCT
afs-72267	1696	1	the	the	DET
afs-72267	1696	2	autocorrelation	autocorrelation	NOUN
afs-72267	1696	3	is	be	AUX
afs-72267	1696	4	further	far	ADV
afs-72267	1696	5	examined	examine	VERB
afs-72267	1696	6	through	through	ADP
afs-72267	1696	7	the	the	DET
afs-72267	1696	8	use	use	NOUN
afs-72267	1696	9	of	of	ADP
afs-72267	1696	10	autoregressive	autoregressive	ADJ
afs-72267	1696	11	models	model	NOUN
afs-72267	1696	12	.	.	PUNCT
afs-72267	1697	1	in	in	ADP
afs-72267	1697	2	these	these	DET
afs-72267	1697	3	models	model	NOUN
afs-72267	1697	4	the	the	DET
afs-72267	1697	5	correlation	correlation	NOUN
afs-72267	1697	6	in	in	ADP
afs-72267	1697	7	the	the	DET
afs-72267	1697	8	errors	error	NOUN
afs-72267	1697	9	is	be	AUX
afs-72267	1697	10	used	use	VERB
afs-72267	1697	11	to	to	PART
afs-72267	1697	12	explain	explain	VERB
afs-72267	1697	13	the	the	DET
afs-72267	1697	14	variation	variation	NOUN
afs-72267	1697	15	in	in	ADP
afs-72267	1697	16	the	the	DET
afs-72267	1697	17	dependent	dependent	ADJ
afs-72267	1697	18	variable	variable	NOUN
afs-72267	1697	19	.	.	PUNCT
afs-72267	1698	1	if	if	SCONJ
afs-72267	1698	2	the	the	DET
afs-72267	1698	3	basic	basic	ADJ
afs-72267	1698	4	form	form	NOUN
afs-72267	1698	5	of	of	ADP
afs-72267	1698	6	the	the	DET
afs-72267	1698	7	cobb	cobb	PROPN
afs-72267	1698	8	-	-	PUNCT
afs-72267	1698	9	douglas	douglas	PROPN
afs-72267	1698	10	function	function	PROPN
afs-72267	1698	11	is	be	AUX
afs-72267	1698	12	(	(	PUNCT
afs-72267	1698	13	5.5	5.5	NUM
afs-72267	1698	14	)	)	PUNCT
afs-72267	1698	15	q	q	NOUN
afs-72267	1699	1	=	=	PUNCT
afs-72267	1699	2	a	a	DET
afs-72267	1699	3	lb|	lb|	PROPN
afs-72267	1699	4	k	k	X
afs-72267	1699	5	bk	bk	INTJ
afs-72267	1699	6	i	i	PRON
afs-72267	1699	7	6	6	NUM
afs-72267	1699	8	*	*	SYM
afs-72267	1699	9	r	r	NOUN
afs-72267	1699	10	“	"	PUNCT
afs-72267	1699	11	n	n	CCONJ
afs-72267	1699	12	°	°	NOUN
afs-72267	1699	13	+	+	CCONJ
afs-72267	1699	14	e	e	X
afs-72267	1699	15	t	t	NOUN
afs-72267	1699	16	where	where	SCONJ
afs-72267	1699	17	the	the	DET
afs-72267	1699	18	number	number	NOUN
afs-72267	1699	19	of	of	ADP
afs-72267	1699	20	observations	observation	NOUN
afs-72267	1699	21	is	be	AUX
afs-72267	1699	22	t	t	PROPN
afs-72267	1699	23	,	,	PUNCT
afs-72267	1699	24	the	the	DET
afs-72267	1699	25	simplest	simple	ADJ
afs-72267	1699	26	assumption	assumption	NOUN
afs-72267	1699	27	on	on	ADP
afs-72267	1699	28	the	the	DET
afs-72267	1699	29	form	form	NOUN
afs-72267	1699	30	of	of	ADP
afs-72267	1699	31	correlation	correlation	NOUN
afs-72267	1699	32	between	between	ADP
afs-72267	1699	33	errors	error	NOUN
afs-72267	1699	34	is	be	AUX
afs-72267	1699	35	(	(	PUNCT
afs-72267	1699	36	5.6	5.6	NUM
afs-72267	1699	37	)	)	PUNCT
afs-72267	1699	38	e	e	NOUN
afs-72267	1699	39	,	,	PUNCT
afs-72267	1699	40	=	=	NOUN
afs-72267	1699	41	0et_|	0et_|	NUM
afs-72267	1700	1	+	+	ADJ
afs-72267	1700	2	v	v	NOUN
afs-72267	1700	3	,	,	PUNCT
afs-72267	1700	4	o	o	X
afs-72267	1700	5	<	<	X
afs-72267	1700	6	o	o	X
afs-72267	1700	7	<	<	X
afs-72267	1700	8	1	1	NUM
afs-72267	1700	9	where	where	SCONJ
afs-72267	1700	10	v	v	NOUN
afs-72267	1700	11	t	t	PROPN
afs-72267	1700	12	is	be	AUX
afs-72267	1700	13	normally	normally	ADV
afs-72267	1700	14	distributed	distribute	VERB
afs-72267	1700	15	n(0,o2	n(0,o2	NOUN
afs-72267	1700	16	)	)	PUNCT
afs-72267	1700	17	and	and	CCONJ
afs-72267	1700	18	not	not	PART
afs-72267	1700	19	dependent	dependent	ADJ
afs-72267	1700	20	on	on	ADP
afs-72267	1700	21	other	other	ADJ
afs-72267	1700	22	errors	error	NOUN
afs-72267	1700	23	.	.	PUNCT
afs-72267	1701	1	in	in	ADP
afs-72267	1701	2	this	this	DET
afs-72267	1701	3	autoregressive	autoregressive	ADJ
afs-72267	1701	4	model	model	NOUN
afs-72267	1701	5	of	of	ADP
afs-72267	1701	6	first	first	ADJ
afs-72267	1701	7	order	order	NOUN
afs-72267	1701	8	,	,	PUNCT
afs-72267	1701	9	the	the	DET
afs-72267	1701	10	residuals	residual	NOUN
afs-72267	1701	11	8	8	NUM
afs-72267	1701	12	,	,	PUNCT
afs-72267	1701	13	in	in	ADP
afs-72267	1701	14	the	the	DET
afs-72267	1701	15	period	period	NOUN
afs-72267	1701	16	t	t	NOUN
afs-72267	1701	17	are	be	AUX
afs-72267	1701	18	explained	explain	VERB
afs-72267	1701	19	only	only	ADV
afs-72267	1701	20	with	with	ADP
afs-72267	1701	21	the	the	DET
afs-72267	1701	22	use	use	NOUN
afs-72267	1701	23	of	of	ADP
afs-72267	1701	24	the	the	DET
afs-72267	1701	25	residuals	residual	NOUN
afs-72267	1701	26	in	in	ADP
afs-72267	1701	27	the	the	DET
afs-72267	1701	28	preceding	precede	VERB
afs-72267	1701	29	period	period	NOUN
afs-72267	1701	30	t	t	PROPN
afs-72267	1701	31	—	—	PUNCT
afs-72267	1701	32	l	l	NOUN
afs-72267	1701	33	(	(	PUNCT
afs-72267	1701	34	times	time	NOUN
afs-72267	1701	35	0	0	NUM
afs-72267	1701	36	)	)	PUNCT
afs-72267	1701	37	and	and	CCONJ
afs-72267	1701	38	a	a	PRON
afs-72267	1701	39	and	and	CCONJ
afs-72267	1701	40	a	a	DET
afs-72267	1701	41	random	random	ADJ
afs-72267	1701	42	variable	variable	NOUN
afs-72267	1701	43	v	v	ADP
afs-72267	1701	44	t	t	NOUN
afs-72267	1701	45	.	.	PUNCT
afs-72267	1702	1	instead	instead	ADV
afs-72267	1702	2	of	of	ADP
afs-72267	1702	3	using	use	VERB
afs-72267	1702	4	only	only	ADV
afs-72267	1702	5	a	a	DET
afs-72267	1702	6	single	single	ADJ
afs-72267	1702	7	residual	residual	ADJ
afs-72267	1702	8	,	,	PUNCT
afs-72267	1702	9	e	e	NOUN
afs-72267	1702	10	,	,	PUNCT
afs-72267	1702	11	can	can	AUX
afs-72267	1702	12	be	be	AUX
afs-72267	1702	13	explained	explain	VERB
afs-72267	1702	14	by	by	ADP
afs-72267	1702	15	a	a	DET
afs-72267	1702	16	larger	large	ADJ
afs-72267	1702	17	number	number	NOUN
afs-72267	1702	18	of	of	ADP
afs-72267	1702	19	residuals	residual	NOUN
afs-72267	1702	20	located	locate	VERB
afs-72267	1702	21	further	far	ADV
afs-72267	1702	22	back	back	ADV
afs-72267	1702	23	in	in	ADP
afs-72267	1702	24	time	time	NOUN
afs-72267	1702	25	:	:	PUNCT
afs-72267	1702	26	(	(	PUNCT
afs-72267	1702	27	5.7	5.7	X
afs-72267	1702	28	)	)	PUNCT
afs-72267	1702	29	e	e	NOUN
afs-72267	1702	30	,	,	PUNCT
afs-72267	1702	31	=	=	NOUN
afs-72267	1702	32	0	0	NUM
afs-72267	1702	33	,	,	PUNCT
afs-72267	1702	34	e	e	NOUN
afs-72267	1702	35	,	,	PUNCT
afs-72267	1702	36	_	_	NOUN
afs-72267	1702	37	,	,	PUNCT
afs-72267	1702	38	+	+	CCONJ
afs-72267	1702	39	0	0	NUM
afs-72267	1702	40	2	2	NUM
afs-72267	1702	41	e,_2	e,_2	NOUN
afs-72267	1702	42	+	+	CCONJ
afs-72267	1703	1	+	+	ADJ
afs-72267	1703	2	o	o	NOUN
afs-72267	1703	3	,	,	PUNCT
afs-72267	1703	4	et_p	et_p	CCONJ
afs-72267	1704	1	+	+	NOUN
afs-72267	1704	2	v	v	NOUN
afs-72267	1704	3	,	,	PUNCT
afs-72267	1704	4	a	a	DET
afs-72267	1704	5	model	model	NOUN
afs-72267	1704	6	like	like	ADP
afs-72267	1704	7	(	(	PUNCT
afs-72267	1704	8	5.7	5.7	NUM
afs-72267	1704	9	)	)	PUNCT
afs-72267	1704	10	is	be	AUX
afs-72267	1704	11	called	call	VERB
afs-72267	1704	12	an	an	DET
afs-72267	1704	13	autoregressive	autoregressive	ADJ
afs-72267	1704	14	model	model	NOUN
afs-72267	1704	15	of	of	ADP
afs-72267	1704	16	order	order	NOUN
afs-72267	1704	17	p.	p.	NOUN
afs-72267	1704	18	in	in	ADP
afs-72267	1704	19	order	order	NOUN
afs-72267	1704	20	to	to	PART
afs-72267	1704	21	determine	determine	VERB
afs-72267	1704	22	whether	whether	SCONJ
afs-72267	1704	23	the	the	DET
afs-72267	1704	24	influence	influence	NOUN
afs-72267	1704	25	on	on	ADP
afs-72267	1704	26	the	the	DET
afs-72267	1704	27	serial	serial	ADJ
afs-72267	1704	28	correlation	correlation	NOUN
afs-72267	1704	29	of	of	ADP
afs-72267	1704	30	the	the	DET
afs-72267	1704	31	residuals	residual	NOUN
afs-72267	1704	32	decreases	decrease	NOUN
afs-72267	1704	33	,	,	PUNCT
afs-72267	1704	34	autoregressive	autoregressive	ADJ
afs-72267	1704	35	cobb	cobb	PROPN
afs-72267	1704	36	-	-	PUNCT
afs-72267	1704	37	douglas	douglas	PROPN
afs-72267	1704	38	models	model	NOUN
afs-72267	1704	39	of	of	ADP
afs-72267	1704	40	first	first	ADJ
afs-72267	1704	41	and	and	CCONJ
afs-72267	1704	42	second	second	ADJ
afs-72267	1704	43	order	order	NOUN
afs-72267	1704	44	were	be	AUX
afs-72267	1704	45	applied	apply	VERB
afs-72267	1704	46	.	.	PUNCT
afs-72267	1705	1	table	table	NOUN
afs-72267	1705	2	19	19	NUM
afs-72267	1705	3	shows	show	NOUN
afs-72267	1705	4	results	result	NOUN
afs-72267	1705	5	for	for	ADP
afs-72267	1705	6	the	the	DET
afs-72267	1705	7	first	first	ADJ
afs-72267	1705	8	order	order	NOUN
afs-72267	1705	9	and	and	CCONJ
afs-72267	1705	10	table	table	NOUN
afs-72267	1705	11	20	20	NUM
afs-72267	1705	12	those	those	PRON
afs-72267	1705	13	for	for	ADP
afs-72267	1705	14	the	the	DET
afs-72267	1705	15	second	second	ADJ
afs-72267	1705	16	order	order	NOUN
afs-72267	1705	17	models	model	NOUN
afs-72267	1705	18	for	for	ADP
afs-72267	1705	19	public	public	ADJ
afs-72267	1705	20	research	research	NOUN
afs-72267	1705	21	.	.	PUNCT
afs-72267	1706	1	the	the	DET
afs-72267	1706	2	autocorrelation	autocorrelation	NOUN
afs-72267	1706	3	diminishes	diminish	VERB
afs-72267	1706	4	considerably	considerably	ADV
afs-72267	1706	5	compared	compare	VERB
afs-72267	1706	6	to	to	ADP
afs-72267	1706	7	the	the	DET
afs-72267	1706	8	normal	normal	ADJ
afs-72267	1706	9	ols	ol	NOUN
afs-72267	1706	10	regressions	regression	NOUN
afs-72267	1706	11	(	(	PUNCT
afs-72267	1706	12	9	9	NUM
afs-72267	1706	13	)	)	PUNCT
afs-72267	1706	14	and	and	CCONJ
afs-72267	1706	15	(	(	PUNCT
afs-72267	1706	16	10	10	NUM
afs-72267	1706	17	)	)	PUNCT
afs-72267	1706	18	.	.	PUNCT
afs-72267	1707	1	in	in	ADP
afs-72267	1707	2	the	the	DET
afs-72267	1707	3	first	first	ADJ
afs-72267	1707	4	order	order	NOUN
afs-72267	1707	5	models	model	VERB
afs-72267	1707	6	the	the	DET
afs-72267	1707	7	durbin	durbin	ADJ
afs-72267	1707	8	-	-	PUNCT
afs-72267	1707	9	watson	watson	PROPN
afs-72267	1707	10	test	test	NOUN
afs-72267	1707	11	value	value	NOUN
afs-72267	1707	12	increases	increase	VERB
afs-72267	1707	13	to	to	ADP
afs-72267	1707	14	approximately	approximately	ADV
afs-72267	1707	15	1.75	1.75	NUM
afs-72267	1707	16	.	.	PUNCT
afs-72267	1708	1	in	in	ADP
afs-72267	1708	2	the	the	DET
afs-72267	1708	3	table	table	NOUN
afs-72267	1708	4	19	19	NUM
afs-72267	1708	5	.	.	PUNCT
afs-72267	1709	1	first	first	ADJ
afs-72267	1709	2	order	order	NOUN
afs-72267	1709	3	autoregressive	autoregressive	ADJ
afs-72267	1709	4	cobb	cobb	PROPN
afs-72267	1709	5	-	-	PUNCT
afs-72267	1709	6	douglas	douglas	PROPN
afs-72267	1709	7	production	production	NOUN
afs-72267	1709	8	functions	function	NOUN
afs-72267	1709	9	with	with	ADP
afs-72267	1709	10	public	public	ADJ
afs-72267	1709	11	research	research	NOUN
afs-72267	1709	12	.	.	PUNCT
afs-72267	1710	1	all	all	DET
afs-72267	1710	2	variables	variable	NOUN
afs-72267	1710	3	measured	measure	VERB
afs-72267	1710	4	at	at	ADP
afs-72267	1710	5	aggregate	aggregate	ADJ
afs-72267	1710	6	level	level	NOUN
afs-72267	1710	7	.	.	PUNCT
afs-72267	1711	1	regression	regression	NOUN
afs-72267	1711	2	(	(	PUNCT
afs-72267	1711	3	18	18	NUM
afs-72267	1711	4	)	)	PUNCT
afs-72267	1711	5	(	(	PUNCT
afs-72267	1711	6	19	19	NUM
afs-72267	1711	7	)	)	PUNCT
afs-72267	1711	8	1.1	1.1	NUM
afs-72267	1711	9	.	.	PUNCT
afs-72267	1712	1	s.l	s.l	PROPN
afs-72267	1712	2	.	.	NOUN
afs-72267	1712	3	constant	constant	ADJ
afs-72267	1712	4	—	—	PUNCT
afs-72267	1712	5	2.037	2.037	NUM
afs-72267	1712	6	0.087	0.087	NUM
afs-72267	1712	7	—	—	PUNCT
afs-72267	1712	8	1.550	1.550	NUM
afs-72267	1712	9	0.241	0.241	NUM
afs-72267	1712	10	(	(	PUNCT
afs-72267	1712	11	1.151	1.151	NUM
afs-72267	1712	12	)	)	PUNCT
afs-72267	1712	13	(	(	PUNCT
afs-72267	1712	14	1.295	1.295	NUM
afs-72267	1712	15	)	)	PUNCT
afs-72267	1712	16	capital	capital	NOUN
afs-72267	1712	17	1.398	1.398	NUM
afs-72267	1712	18	0.000	0.000	NUM
afs-72267	1712	19	1.246	1.246	NUM
afs-72267	1712	20	0.003	0.003	NUM
afs-72267	1712	21	(	(	PUNCT
afs-72267	1712	22	0.330	0.330	NUM
afs-72267	1712	23	)	)	PUNCT
afs-72267	1712	24	(	(	PUNCT
afs-72267	1712	25	0.384	0.384	NUM
afs-72267	1712	26	)	)	PUNCT
afs-72267	1712	27	labour	labour	NOUN
afs-72267	1712	28	0.044	0.044	NUM
afs-72267	1712	29	0.207	0.207	NUM
afs-72267	1712	30	0.026	0.026	NUM
afs-72267	1712	31	0.535	0.535	NUM
afs-72267	1712	32	(	(	PUNCT
afs-72267	1712	33	0.034	0.034	NUM
afs-72267	1712	34	)	)	PUNCT
afs-72267	1712	35	(	(	PUNCT
afs-72267	1712	36	0.041	0.041	NUM
afs-72267	1712	37	)	)	PUNCT
afs-72267	1712	38	external	external	ADJ
afs-72267	1712	39	inputs	input	NOUN
afs-72267	1712	40	—	—	PUNCT
afs-72267	1712	41	0.025	0.025	NUM
afs-72267	1712	42	0.779	0.779	NUM
afs-72267	1712	43	—	—	PUNCT
afs-72267	1712	44	0.014	0.014	NUM
afs-72267	1712	45	0.877	0.877	NUM
afs-72267	1712	46	(	(	PUNCT
afs-72267	1712	47	0.090	0.090	NUM
afs-72267	1712	48	)	)	PUNCT
afs-72267	1712	49	(	(	PUNCT
afs-72267	1712	50	0.091	0.091	NUM
afs-72267	1712	51	)	)	PUNCT
afs-72267	1712	52	public	public	NOUN
afs-72267	1712	53	aggregate	aggregate	VERB
afs-72267	1712	54	0.013	0.013	NUM
afs-72267	1712	55	0.694	0.694	NUM
afs-72267	1712	56	0.010	0.010	NUM
afs-72267	1712	57	0.771	0.771	NUM
afs-72267	1712	58	research	research	NOUN
afs-72267	1712	59	(	(	PUNCT
afs-72267	1712	60	0.032	0.032	NUM
afs-72267	1712	61	)	)	PUNCT
afs-72267	1712	62	(	(	PUNCT
afs-72267	1712	63	0.033	0.033	NUM
afs-72267	1712	64	)	)	PUNCT
afs-72267	1712	65	extension	extension	NOUN
afs-72267	1712	66	0.060	0.060	NUM
afs-72267	1712	67	0.464	0.464	NUM
afs-72267	1712	68	(	(	PUNCT
afs-72267	1712	69	0.081	0.081	NUM
afs-72267	1712	70	)	)	PUNCT
afs-72267	1712	71	6	6	NUM
afs-72267	1712	72	,	,	PUNCT
afs-72267	1712	73	0.519	0.519	NUM
afs-72267	1712	74	0.001	0.001	NUM
afs-72267	1712	75	0.500	0.500	NUM
afs-72267	1712	76	0.002	0.002	NUM
afs-72267	1712	77	(	(	PUNCT
afs-72267	1712	78	0.147	0.147	NUM
afs-72267	1712	79	)	)	PUNCT
afs-72267	1712	80	(	(	PUNCT
afs-72267	1712	81	0.149	0.149	NUM
afs-72267	1712	82	)	)	PUNCT
afs-72267	1712	83	r	r	NOUN
afs-72267	1712	84	;	;	PUNCT
afs-72267	1712	85	0.986	0.986	NUM
afs-72267	1712	86	0.988	0.988	NUM
afs-72267	1712	87	stand.error	stand.error	NOUN
afs-72267	1712	88	of	of	ADP
afs-72267	1712	89	estimate	estimate	NOUN
afs-72267	1712	90	0.020	0.020	NUM
afs-72267	1712	91	0.020	0.020	NUM
afs-72267	1712	92	f	f	X
afs-72267	1712	93	-	-	PUNCT
afs-72267	1712	94	ratio	ratio	VERB
afs-72267	1712	95	573.12	573.12	NUM
afs-72267	1712	96	*	*	PUNCT
afs-72267	1712	97	*	*	PUNCT
afs-72267	1712	98	*	*	PUNCT
afs-72267	1713	1	451.22	451.22	NUM
afs-72267	1713	2	*	*	PUNCT
afs-72267	1713	3	*	*	PUNCT
afs-72267	1713	4	*	*	PUNCT
afs-72267	1713	5	d	d	X
afs-72267	1713	6	-	-	PUNCT
afs-72267	1713	7	w	w	NOUN
afs-72267	1713	8	test	test	NOUN
afs-72267	1713	9	value	value	NOUN
afs-72267	1713	10	1.749	1.749	NUM
afs-72267	1713	11	1.762	1.762	NUM
afs-72267	1713	12	320	320	NUM
afs-72267	1713	13	table	table	NOUN
afs-72267	1713	14	20	20	NUM
afs-72267	1713	15	.	.	PUNCT
afs-72267	1714	1	second	second	ADJ
afs-72267	1714	2	order	order	NOUN
afs-72267	1714	3	autoregressive	autoregressive	ADJ
afs-72267	1714	4	cobb	cobb	PROPN
afs-72267	1714	5	-	-	PUNCT
afs-72267	1714	6	douglas	douglas	PROPN
afs-72267	1714	7	production	production	NOUN
afs-72267	1714	8	functions	function	NOUN
afs-72267	1714	9	with	with	ADP
afs-72267	1714	10	public	public	ADJ
afs-72267	1714	11	research	research	NOUN
afs-72267	1714	12	.	.	PUNCT
afs-72267	1715	1	all	all	DET
afs-72267	1715	2	variables	variable	NOUN
afs-72267	1715	3	measured	measure	VERB
afs-72267	1715	4	at	at	ADP
afs-72267	1715	5	aggregate	aggregate	ADJ
afs-72267	1715	6	level	level	NOUN
afs-72267	1715	7	.	.	PUNCT
afs-72267	1716	1	1	1	NUM
afs-72267	1716	2	regression	regression	NOUN
afs-72267	1716	3	(	(	PUNCT
afs-72267	1716	4	20	20	NUM
afs-72267	1716	5	)	)	PUNCT
afs-72267	1716	6	(	(	PUNCT
afs-72267	1716	7	21	21	NUM
afs-72267	1716	8	)	)	PUNCT
afs-72267	1716	9	s.l	s.l	PROPN
afs-72267	1716	10	.	.	PUNCT
afs-72267	1717	1	s.l	s.l	PROPN
afs-72267	1717	2	.	.	NOUN
afs-72267	1717	3	constant	constant	ADJ
afs-72267	1717	4	—	—	PUNCT
afs-72267	1717	5	0.875	0.875	NUM
afs-72267	1717	6	—	—	PUNCT
afs-72267	1717	7	0.640	0.640	NUM
afs-72267	1717	8	(	(	PUNCT
afs-72267	1717	9	0.913	0.913	NUM
afs-72267	1717	10	)	)	PUNCT
afs-72267	1717	11	(	(	PUNCT
afs-72267	1717	12	0.896	0.896	NUM
afs-72267	1717	13	)	)	PUNCT
afs-72267	1717	14	capital	capital	NOUN
afs-72267	1717	15	1.088	1.088	NUM
afs-72267	1717	16	<	<	X
afs-72267	1717	17	o.ool	o.ool	NOUN
afs-72267	1717	18	0.990	0.990	NUM
afs-72267	1717	19	<	<	X
afs-72267	1717	20	0.002	0.002	NUM
afs-72267	1717	21	(	(	PUNCT
afs-72267	1717	22	0.291	0.291	NUM
afs-72267	1717	23	)	)	PUNCT
afs-72267	1717	24	(	(	PUNCT
afs-72267	1717	25	0.291	0.291	NUM
afs-72267	1717	26	)	)	PUNCT
afs-72267	1717	27	labour	labour	NOUN
afs-72267	1717	28	0.033	0.033	NUM
afs-72267	1717	29	n.s	n.s	PROPN
afs-72267	1717	30	.	.	PROPN
afs-72267	1718	1	0.011	0.011	NUM
afs-72267	1718	2	n.s	n.s	PROPN
afs-72267	1718	3	.	.	PROPN
afs-72267	1718	4	(	(	PUNCT
afs-72267	1718	5	0.030	0.030	NUM
afs-72267	1718	6	)	)	PUNCT
afs-72267	1718	7	(	(	PUNCT
afs-72267	1718	8	0.033	0.033	NUM
afs-72267	1718	9	)	)	PUNCT
afs-72267	1718	10	external	external	ADJ
afs-72267	1718	11	inputs	input	NOUN
afs-72267	1718	12	0.047	0.047	NUM
afs-72267	1718	13	n.s	n.s	PROPN
afs-72267	1718	14	.	.	PROPN
afs-72267	1718	15	0.030	0.030	NUM
afs-72267	1718	16	n.s	n.s	PROPN
afs-72267	1718	17	.	.	PROPN
afs-72267	1718	18	(	(	PUNCT
afs-72267	1718	19	0.088	0.088	NUM
afs-72267	1718	20	)	)	PUNCT
afs-72267	1718	21	(	(	PUNCT
afs-72267	1718	22	0.089	0.089	NUM
afs-72267	1718	23	)	)	PUNCT
afs-72267	1718	24	public	public	NOUN
afs-72267	1718	25	aggregate	aggregate	VERB
afs-72267	1718	26	0.016	0.016	NUM
afs-72267	1718	27	n.s	n.s	PROPN
afs-72267	1718	28	.	.	PROPN
afs-72267	1718	29	0.014	0.014	NUM
afs-72267	1718	30	n.s	n.s	PROPN
afs-72267	1718	31	.	.	PROPN
afs-72267	1718	32	research	research	PROPN
afs-72267	1718	33	(	(	PUNCT
afs-72267	1718	34	0.031	0.031	NUM
afs-72267	1718	35	)	)	PUNCT
afs-72267	1718	36	(	(	PUNCT
afs-72267	1718	37	0.031	0.031	NUM
afs-72267	1718	38	)	)	PUNCT
afs-72267	1718	39	extension	extension	NOUN
afs-72267	1718	40	0.092	0.092	NUM
afs-72267	1718	41	n.s	n.s	PROPN
afs-72267	1718	42	.	.	PUNCT
afs-72267	1718	43	(	(	PUNCT
afs-72267	1718	44	0.061	0.061	NUM
afs-72267	1718	45	)	)	PUNCT
afs-72267	1718	46	8	8	NUM
afs-72267	1718	47	,	,	PUNCT
afs-72267	1718	48	0.685	0.685	NUM
afs-72267	1718	49	<	<	X
afs-72267	1718	50	0.001	0.001	NUM
afs-72267	1718	51	0.599	0.599	NUM
afs-72267	1718	52	<	<	X
afs-72267	1718	53	o.ool	o.ool	X
afs-72267	1718	54	(	(	PUNCT
afs-72267	1718	55	0.161	0.161	NUM
afs-72267	1718	56	)	)	PUNCT
afs-72267	1718	57	(	(	PUNCT
afs-72267	1718	58	0.163	0.163	NUM
afs-72267	1718	59	)	)	PUNCT
afs-72267	1718	60	8	8	NUM
afs-72267	1718	61	,	,	PUNCT
afs-72267	1718	62	—	—	PUNCT
afs-72267	1718	63	0.288	0.288	NUM
afs-72267	1718	64	<	<	X
afs-72267	1718	65	o.loo	o.loo	PROPN
afs-72267	1718	66	—	—	PUNCT
afs-72267	1718	67	0.257	0.257	NUM
afs-72267	1718	68	n.s	n.s	PROPN
afs-72267	1718	69	.	.	PROPN
afs-72267	1718	70	(	(	PUNCT
afs-72267	1718	71	0.161	0.161	NUM
afs-72267	1718	72	)	)	PUNCT
afs-72267	1718	73	(	(	PUNCT
afs-72267	1718	74	0.163	0.163	NUM
afs-72267	1718	75	)	)	PUNCT
afs-72267	1718	76	r	r	NOUN
afs-72267	1718	77	3	3	NUM
afs-72267	1718	78	0.989	0.989	NUM
afs-72267	1718	79	0.989	0.989	NUM
afs-72267	1718	80	stand.error	stand.error	NOUN
afs-72267	1718	81	of	of	ADP
afs-72267	1718	82	estimate	estimate	NOUN
afs-72267	1718	83	0.019	0.019	NUM
afs-72267	1718	84	0.020	0.020	NUM
afs-72267	1718	85	d	d	PROPN
afs-72267	1718	86	-	-	PUNCT
afs-72267	1718	87	w	w	PROPN
afs-72267	1718	88	test	test	NOUN
afs-72267	1718	89	value	value	NOUN
afs-72267	1718	90	1.915	1.915	NUM
afs-72267	1718	91	1.980	1.980	NUM
afs-72267	1718	92	n.s	n.	NOUN
afs-72267	1718	93	.	.	PUNCT
afs-72267	1719	1	=	=	PRON
afs-72267	1719	2	not	not	PART
afs-72267	1719	3	significant	significant	ADJ
afs-72267	1719	4	,	,	PUNCT
afs-72267	1719	5	s.i	s.i	PROPN
afs-72267	1719	6	.	.	PROPN
afs-72267	1719	7	>	>	X
afs-72267	1719	8	0.01	0.01	NUM
afs-72267	1719	9	autoregressions	autoregression	NOUN
afs-72267	1719	10	of	of	ADP
afs-72267	1719	11	second	second	ADJ
afs-72267	1719	12	order	order	NOUN
afs-72267	1719	13	it	it	PRON
afs-72267	1719	14	ranges	range	VERB
afs-72267	1719	15	from	from	ADP
afs-72267	1719	16	1.91	1.91	NUM
afs-72267	1719	17	to	to	ADP
afs-72267	1719	18	1.98	1.98	NUM
afs-72267	1719	19	,	,	PUNCT
afs-72267	1719	20	thereby	thereby	ADV
afs-72267	1719	21	indicating	indicate	VERB
afs-72267	1719	22	that	that	SCONJ
afs-72267	1719	23	practically	practically	ADV
afs-72267	1719	24	all	all	PRON
afs-72267	1719	25	of	of	ADP
afs-72267	1719	26	the	the	DET
afs-72267	1719	27	serial	serial	ADJ
afs-72267	1719	28	correlation	correlation	NOUN
afs-72267	1719	29	is	be	AUX
afs-72267	1719	30	explained	explain	VERB
afs-72267	1719	31	.	.	PUNCT
afs-72267	1720	1	from	from	ADP
afs-72267	1720	2	the	the	DET
afs-72267	1720	3	tables	table	NOUN
afs-72267	1720	4	it	it	PRON
afs-72267	1720	5	is	be	AUX
afs-72267	1720	6	evident	evident	ADJ
afs-72267	1720	7	that	that	SCONJ
afs-72267	1720	8	the	the	DET
afs-72267	1720	9	estimate	estimate	NOUN
afs-72267	1720	10	of	of	ADP
afs-72267	1720	11	elasticity	elasticity	NOUN
afs-72267	1720	12	with	with	ADP
afs-72267	1720	13	respect	respect	NOUN
afs-72267	1720	14	to	to	ADP
afs-72267	1720	15	research	research	NOUN
afs-72267	1720	16	decreases	decrease	NOUN
afs-72267	1720	17	to	to	ADP
afs-72267	1720	18	0.011	0.011	NUM
afs-72267	1720	19	—	—	PUNCT
afs-72267	1720	20	0.013	0.013	NUM
afs-72267	1720	21	in	in	ADP
afs-72267	1720	22	the	the	DET
afs-72267	1720	23	first	first	ADJ
afs-72267	1720	24	order	order	NOUN
afs-72267	1720	25	models	model	NOUN
afs-72267	1720	26	and	and	CCONJ
afs-72267	1720	27	to	to	ADP
afs-72267	1720	28	0.014—0.016	0.014—0.016	NOUN
afs-72267	1720	29	in	in	ADP
afs-72267	1720	30	the	the	DET
afs-72267	1720	31	second	second	ADJ
afs-72267	1720	32	order	order	NOUN
afs-72267	1720	33	models	model	NOUN
afs-72267	1720	34	.	.	PUNCT
afs-72267	1721	1	the	the	DET
afs-72267	1721	2	significance	significance	NOUN
afs-72267	1721	3	also	also	ADV
afs-72267	1721	4	decreases	decrease	VERB
afs-72267	1721	5	.	.	PUNCT
afs-72267	1722	1	this	this	PRON
afs-72267	1722	2	should	should	AUX
afs-72267	1722	3	be	be	AUX
afs-72267	1722	4	compared	compare	VERB
afs-72267	1722	5	with	with	ADP
afs-72267	1722	6	regressions	regression	NOUN
afs-72267	1722	7	(	(	PUNCT
afs-72267	1722	8	9	9	NUM
afs-72267	1722	9	)	)	PUNCT
afs-72267	1722	10	and	and	CCONJ
afs-72267	1722	11	(	(	PUNCT
afs-72267	1722	12	10	10	NUM
afs-72267	1722	13	)	)	PUNCT
afs-72267	1722	14	,	,	PUNCT
afs-72267	1722	15	where	where	SCONJ
afs-72267	1722	16	the	the	DET
afs-72267	1722	17	estimate	estimate	NOUN
afs-72267	1722	18	was	be	AUX
afs-72267	1722	19	0.034—0.059	0.034—0.059	ADJ
afs-72267	1722	20	.	.	PUNCT
afs-72267	1723	1	the	the	DET
afs-72267	1723	2	coefficient	coefficient	NOUN
afs-72267	1723	3	of	of	ADP
afs-72267	1723	4	determinationslightly	determinationslightly	ADV
afs-72267	1723	5	increases	increase	NOUN
afs-72267	1723	6	.	.	PUNCT
afs-72267	1724	1	the	the	DET
afs-72267	1724	2	regression	regression	NOUN
afs-72267	1724	3	coefficients	coefficient	NOUN
afs-72267	1724	4	of	of	ADP
afs-72267	1724	5	the	the	DET
afs-72267	1724	6	residuals	residual	NOUN
afs-72267	1724	7	are	be	AUX
afs-72267	1724	8	big	big	ADJ
afs-72267	1724	9	,	,	PUNCT
afs-72267	1724	10	about	about	ADP
afs-72267	1724	11	0.05—0.07	0.05—0.07	PROPN
afs-72267	1724	12	and	and	CCONJ
afs-72267	1724	13	significant	significant	ADJ
afs-72267	1724	14	,	,	PUNCT
afs-72267	1724	15	thus	thus	ADV
afs-72267	1724	16	explaining	explain	VERB
afs-72267	1724	17	a	a	DET
afs-72267	1724	18	large	large	ADJ
afs-72267	1724	19	part	part	NOUN
afs-72267	1724	20	of	of	ADP
afs-72267	1724	21	the	the	DET
afs-72267	1724	22	variations	variation	NOUN
afs-72267	1724	23	.	.	PUNCT
afs-72267	1725	1	it	it	PRON
afs-72267	1725	2	is	be	AUX
afs-72267	1725	3	evident	evident	ADJ
afs-72267	1725	4	,	,	PUNCT
afs-72267	1725	5	therefore	therefore	ADV
afs-72267	1725	6	that	that	SCONJ
afs-72267	1725	7	the	the	DET
afs-72267	1725	8	explaining	explain	VERB
afs-72267	1725	9	power	power	NOUN
afs-72267	1725	10	of	of	ADP
afs-72267	1725	11	the	the	DET
afs-72267	1725	12	error	error	NOUN
afs-72267	1725	13	term	term	NOUN
afs-72267	1725	14	is	be	AUX
afs-72267	1725	15	considerable	considerable	ADJ
afs-72267	1725	16	,	,	PUNCT
afs-72267	1725	17	indicating	indicate	VERB
afs-72267	1725	18	a	a	DET
afs-72267	1725	19	certain	certain	ADJ
afs-72267	1725	20	degree	degree	NOUN
afs-72267	1725	21	of	of	ADP
afs-72267	1725	22	misspecification	misspecification	NOUN
afs-72267	1725	23	in	in	ADP
afs-72267	1725	24	the	the	DET
afs-72267	1725	25	basic	basic	ADJ
afs-72267	1725	26	model	model	NOUN
afs-72267	1725	27	(	(	PUNCT
afs-72267	1725	28	3.9	3.9	NUM
afs-72267	1725	29	)	)	PUNCT
afs-72267	1725	30	.	.	PUNCT
afs-72267	1726	1	it	it	PRON
afs-72267	1726	2	is	be	AUX
afs-72267	1726	3	still	still	ADV
afs-72267	1726	4	possible	possible	ADJ
afs-72267	1726	5	that	that	SCONJ
afs-72267	1726	6	some	some	PRON
afs-72267	1726	7	of	of	ADP
afs-72267	1726	8	the	the	DET
afs-72267	1726	9	information	information	NOUN
afs-72267	1726	10	in	in	ADP
afs-72267	1726	11	the	the	DET
afs-72267	1726	12	errors	error	NOUN
afs-72267	1726	13	is	be	AUX
afs-72267	1726	14	connected	connect	VERB
afs-72267	1726	15	with	with	ADP
afs-72267	1726	16	the	the	DET
afs-72267	1726	17	research	research	NOUN
afs-72267	1726	18	coefficient	coefficient	NOUN
afs-72267	1726	19	.	.	PUNCT
afs-72267	1727	1	on	on	ADP
afs-72267	1727	2	the	the	DET
afs-72267	1727	3	whole	whole	NOUN
afs-72267	1727	4	,	,	PUNCT
afs-72267	1727	5	the	the	DET
afs-72267	1727	6	second	second	ADJ
afs-72267	1727	7	order	order	NOUN
afs-72267	1727	8	autoregressive	autoregressive	ADJ
afs-72267	1727	9	models	model	NOUN
afs-72267	1727	10	seem	seem	VERB
afs-72267	1727	11	to	to	PART
afs-72267	1727	12	have	have	VERB
afs-72267	1727	13	a	a	DET
afs-72267	1727	14	better	well	ADJ
afs-72267	1727	15	explanatory	explanatory	ADJ
afs-72267	1727	16	power	power	NOUN
afs-72267	1727	17	,	,	PUNCT
afs-72267	1727	18	though	though	SCONJ
afs-72267	1727	19	none	none	NOUN
afs-72267	1727	20	of	of	ADP
afs-72267	1727	21	the	the	DET
afs-72267	1727	22	research	research	NOUN
afs-72267	1727	23	coefficients	coefficient	NOUN
afs-72267	1727	24	in	in	ADP
afs-72267	1727	25	either	either	DET
afs-72267	1727	26	model	model	NOUN
afs-72267	1727	27	is	be	AUX
afs-72267	1727	28	significant	significant	ADJ
afs-72267	1727	29	.	.	PUNCT
afs-72267	1728	1	in	in	ADP
afs-72267	1728	2	addition	addition	NOUN
afs-72267	1728	3	to	to	ADP
afs-72267	1728	4	the	the	DET
afs-72267	1728	5	elasticity	elasticity	NOUN
afs-72267	1728	6	estimate	estimate	NOUN
afs-72267	1728	7	with	with	ADP
afs-72267	1728	8	respect	respect	NOUN
afs-72267	1728	9	to	to	ADP
afs-72267	1728	10	research	research	NOUN
afs-72267	1728	11	,	,	PUNCT
afs-72267	1728	12	the	the	DET
afs-72267	1728	13	elasticity	elasticity	NOUN
afs-72267	1728	14	estimate	estimate	NOUN
afs-72267	1728	15	with	with	ADP
afs-72267	1728	16	respect	respect	NOUN
afs-72267	1728	17	to	to	ADP
afs-72267	1728	18	extension	extension	NOUN
afs-72267	1728	19	decreases	decrease	NOUN
afs-72267	1728	20	.	.	PUNCT
afs-72267	1729	1	the	the	DET
afs-72267	1729	2	sign	sign	NOUN
afs-72267	1729	3	of	of	ADP
afs-72267	1729	4	external	external	ADJ
afs-72267	1729	5	inputs	input	NOUN
afs-72267	1729	6	shifts	shift	NOUN
afs-72267	1729	7	to	to	PART
afs-72267	1729	8	negative	negative	ADJ
afs-72267	1729	9	in	in	ADP
afs-72267	1729	10	the	the	DET
afs-72267	1729	11	first	first	ADJ
afs-72267	1729	12	order	order	NOUN
afs-72267	1729	13	models	model	NOUN
afs-72267	1729	14	,	,	PUNCT
afs-72267	1729	15	which	which	PRON
afs-72267	1729	16	is	be	AUX
afs-72267	1729	17	hardly	hardly	ADV
afs-72267	1729	18	understandable	understandable	ADJ
afs-72267	1729	19	,	,	PUNCT
afs-72267	1729	20	but	but	CCONJ
afs-72267	1729	21	changes	change	NOUN
afs-72267	1729	22	to	to	ADP
afs-72267	1729	23	positive	positive	ADJ
afs-72267	1729	24	again	again	ADV
afs-72267	1729	25	in	in	ADP
afs-72267	1729	26	the	the	DET
afs-72267	1729	27	second	second	ADJ
afs-72267	1729	28	order	order	NOUN
afs-72267	1729	29	models	model	NOUN
afs-72267	1729	30	.	.	PUNCT
afs-72267	1730	1	the	the	DET
afs-72267	1730	2	effects	effect	NOUN
afs-72267	1730	3	of	of	ADP
afs-72267	1730	4	intercorrelated	intercorrelate	VERB
afs-72267	1730	5	variables	variable	NOUN
afs-72267	1730	6	should	should	AUX
afs-72267	1730	7	be	be	AUX
afs-72267	1730	8	the	the	DET
afs-72267	1730	9	same	same	ADJ
afs-72267	1730	10	as	as	SCONJ
afs-72267	1730	11	explained	explain	VERB
afs-72267	1730	12	earlier	early	ADV
afs-72267	1730	13	.	.	PUNCT
afs-72267	1731	1	using	use	VERB
afs-72267	1731	2	autoregressive	autoregressive	ADJ
afs-72267	1731	3	models	model	NOUN
afs-72267	1731	4	on	on	ADP
afs-72267	1731	5	the	the	DET
afs-72267	1731	6	research	research	NOUN
afs-72267	1731	7	measure	measure	NOUN
afs-72267	1731	8	,	,	PUNCT
afs-72267	1731	9	total	total	ADJ
afs-72267	1731	10	funds	fund	NOUN
afs-72267	1731	11	give	give	VERB
afs-72267	1731	12	much	much	ADV
afs-72267	1731	13	the	the	DET
afs-72267	1731	14	same	same	ADJ
afs-72267	1731	15	results	result	NOUN
afs-72267	1731	16	as	as	ADP
afs-72267	1731	17	for	for	ADP
afs-72267	1731	18	public	public	ADJ
afs-72267	1731	19	research	research	NOUN
afs-72267	1731	20	(	(	PUNCT
afs-72267	1731	21	appendices	appendix	NOUN
afs-72267	1731	22	10	10	NUM
afs-72267	1731	23	and	and	CCONJ
afs-72267	1731	24	11	11	NUM
afs-72267	1731	25	)	)	PUNCT
afs-72267	1731	26	.	.	PUNCT
afs-72267	1732	1	the	the	DET
afs-72267	1732	2	elasticity	elasticity	NOUN
afs-72267	1732	3	estimates	estimate	VERB
afs-72267	1732	4	with	with	ADP
afs-72267	1732	5	respect	respect	NOUN
afs-72267	1732	6	to	to	ADP
afs-72267	1732	7	total	total	ADJ
afs-72267	1732	8	research	research	NOUN
afs-72267	1732	9	decrease	decrease	NOUN
afs-72267	1732	10	to	to	PART
afs-72267	1732	11	0.022—0.025	0.022—0.025	VERB
afs-72267	1732	12	in	in	ADP
afs-72267	1732	13	the	the	DET
afs-72267	1732	14	autoregressions	autoregression	NOUN
afs-72267	1732	15	of	of	ADP
afs-72267	1732	16	first	first	ADJ
afs-72267	1732	17	order	order	NOUN
afs-72267	1732	18	and	and	CCONJ
afs-72267	1732	19	to	to	ADP
afs-72267	1732	20	0.028—0.031	0.028—0.031	NUM
afs-72267	1732	21	in	in	ADP
afs-72267	1732	22	the	the	DET
afs-72267	1732	23	autoregressions	autoregression	NOUN
afs-72267	1732	24	of	of	ADP
afs-72267	1732	25	second	second	ADJ
afs-72267	1732	26	order	order	NOUN
afs-72267	1732	27	,	,	PUNCT
afs-72267	1732	28	again	again	ADV
afs-72267	1732	29	with	with	ADP
afs-72267	1732	30	insignificant	insignificant	ADJ
afs-72267	1732	31	values	value	NOUN
afs-72267	1732	32	.	.	PUNCT
afs-72267	1733	1	the	the	DET
afs-72267	1733	2	influence	influence	NOUN
afs-72267	1733	3	of	of	ADP
afs-72267	1733	4	autocorrelation	autocorrelation	NOUN
afs-72267	1733	5	decreases	decrease	VERB
afs-72267	1733	6	in	in	ADP
afs-72267	1733	7	the	the	DET
afs-72267	1733	8	first	first	ADJ
afs-72267	1733	9	order	order	NOUN
afs-72267	1733	10	autoregressions	autoregression	NOUN
afs-72267	1733	11	and	and	CCONJ
afs-72267	1733	12	virtually	virtually	ADV
afs-72267	1733	13	disappears	disappear	VERB
afs-72267	1733	14	in	in	ADP
afs-72267	1733	15	those	those	PRON
afs-72267	1733	16	of	of	ADP
afs-72267	1733	17	second	second	ADJ
afs-72267	1733	18	order	order	NOUN
afs-72267	1733	19	.	.	PUNCT
afs-72267	1734	1	correspondingly	correspondingly	ADV
afs-72267	1734	2	,	,	PUNCT
afs-72267	1734	3	the	the	DET
afs-72267	1734	4	coefficients	coefficient	NOUN
afs-72267	1734	5	of	of	ADP
afs-72267	1734	6	the	the	DET
afs-72267	1734	7	residuals	residual	NOUN
afs-72267	1734	8	6	6	NUM
afs-72267	1734	9	,	,	PUNCT
afs-72267	1734	10	and	and	CCONJ
afs-72267	1734	11	02	02	NUM
afs-72267	1734	12	are	be	AUX
afs-72267	1734	13	big	big	ADJ
afs-72267	1734	14	,	,	PUNCT
afs-72267	1734	15	especially	especially	ADV
afs-72267	1734	16	for	for	ADP
afs-72267	1734	17	the	the	DET
afs-72267	1734	18	first	first	ADJ
afs-72267	1734	19	one	one	NUM
afs-72267	1734	20	.	.	PUNCT
afs-72267	1735	1	the	the	DET
afs-72267	1735	2	coefficient	coefficient	NOUN
afs-72267	1735	3	of	of	ADP
afs-72267	1735	4	determination	determination	NOUN
afs-72267	1735	5	reaches	reach	VERB
afs-72267	1735	6	a	a	DET
afs-72267	1735	7	level	level	NOUN
afs-72267	1735	8	of	of	ADP
afs-72267	1735	9	0.990	0.990	NUM
afs-72267	1735	10	in	in	ADP
afs-72267	1735	11	(	(	PUNCT
afs-72267	1735	12	25	25	NUM
afs-72267	1735	13	)	)	PUNCT
afs-72267	1735	14	.	.	PUNCT
afs-72267	1736	1	the	the	DET
afs-72267	1736	2	inclusion	inclusion	NOUN
afs-72267	1736	3	of	of	ADP
afs-72267	1736	4	extension	extension	NOUN
afs-72267	1736	5	in	in	ADP
afs-72267	1736	6	the	the	DET
afs-72267	1736	7	regressions	regression	NOUN
afs-72267	1736	8	changes	change	VERB
afs-72267	1736	9	the	the	DET
afs-72267	1736	10	coef321	coef321	PROPN
afs-72267	1736	11	ficients	ficient	NOUN
afs-72267	1736	12	of	of	ADP
afs-72267	1736	13	neither	neither	CCONJ
afs-72267	1736	14	public	public	ADJ
afs-72267	1736	15	nor	nor	CCONJ
afs-72267	1736	16	total	total	ADJ
afs-72267	1736	17	research	research	NOUN
afs-72267	1736	18	more	more	ADV
afs-72267	1736	19	than	than	ADP
afs-72267	1736	20	slightly	slightly	ADV
afs-72267	1736	21	.	.	PUNCT
afs-72267	1737	1	to	to	PART
afs-72267	1737	2	summarize	summarize	VERB
afs-72267	1737	3	the	the	DET
afs-72267	1737	4	section	section	NOUN
afs-72267	1737	5	,	,	PUNCT
afs-72267	1737	6	it	it	PRON
afs-72267	1737	7	is	be	AUX
afs-72267	1737	8	concluded	conclude	VERB
afs-72267	1737	9	that	that	SCONJ
afs-72267	1737	10	the	the	DET
afs-72267	1737	11	elasticity	elasticity	NOUN
afs-72267	1737	12	estimate	estimate	NOUN
afs-72267	1737	13	with	with	ADP
afs-72267	1737	14	respect	respect	NOUN
afs-72267	1737	15	to	to	ADP
afs-72267	1737	16	research	research	NOUN
afs-72267	1737	17	decreases	decrease	NOUN
afs-72267	1737	18	in	in	ADP
afs-72267	1737	19	the	the	DET
afs-72267	1737	20	autoregressive	autoregressive	ADJ
afs-72267	1737	21	models	model	NOUN
afs-72267	1737	22	.	.	PUNCT
afs-72267	1738	1	the	the	DET
afs-72267	1738	2	ols	ols	PROPN
afs-72267	1738	3	estimates	estimate	NOUN
afs-72267	1738	4	may	may	AUX
afs-72267	1738	5	therefore	therefore	ADV
afs-72267	1738	6	be	be	AUX
afs-72267	1738	7	overvalued	overvalue	VERB
afs-72267	1738	8	because	because	SCONJ
afs-72267	1738	9	of	of	ADP
afs-72267	1738	10	serial	serial	ADJ
afs-72267	1738	11	correlation	correlation	NOUN
afs-72267	1738	12	in	in	ADP
afs-72267	1738	13	the	the	DET
afs-72267	1738	14	errors	error	NOUN
afs-72267	1738	15	.	.	PUNCT
afs-72267	1739	1	in	in	ADP
afs-72267	1739	2	the	the	DET
afs-72267	1739	3	autoregressive	autoregressive	ADJ
afs-72267	1739	4	models	model	NOUN
afs-72267	1739	5	theregression	theregression	NOUN
afs-72267	1739	6	coefficients	coefficient	NOUN
afs-72267	1739	7	of	of	ADP
afs-72267	1739	8	research	research	NOUN
afs-72267	1739	9	are	be	AUX
afs-72267	1739	10	between	between	ADP
afs-72267	1739	11	onehalf	onehalf	NOUN
afs-72267	1739	12	and	and	CCONJ
afs-72267	1739	13	one	one	NUM
afs-72267	1739	14	-	-	PUNCT
afs-72267	1739	15	fourth	fourth	NOUN
afs-72267	1739	16	of	of	ADP
afs-72267	1739	17	the	the	DET
afs-72267	1739	18	values	value	NOUN
afs-72267	1739	19	in	in	ADP
afs-72267	1739	20	the	the	DET
afs-72267	1739	21	ols	ol	NOUN
afs-72267	1739	22	regressions	regression	NOUN
afs-72267	1739	23	.	.	PUNCT
afs-72267	1740	1	but	but	CCONJ
afs-72267	1740	2	because	because	SCONJ
afs-72267	1740	3	of	of	ADP
afs-72267	1740	4	the	the	DET
afs-72267	1740	5	high	high	ADJ
afs-72267	1740	6	regression	regression	NOUN
afs-72267	1740	7	coefficients	coefficient	NOUN
afs-72267	1740	8	of	of	ADP
afs-72267	1740	9	the	the	DET
afs-72267	1740	10	residuals	residual	NOUN
afs-72267	1740	11	,	,	PUNCT
afs-72267	1740	12	which	which	PRON
afs-72267	1740	13	may	may	AUX
afs-72267	1740	14	include	include	VERB
afs-72267	1740	15	some	some	DET
afs-72267	1740	16	information	information	NOUN
afs-72267	1740	17	connected	connect	VERB
afs-72267	1740	18	with	with	ADP
afs-72267	1740	19	the	the	DET
afs-72267	1740	20	research	research	NOUN
afs-72267	1740	21	variable	variable	NOUN
afs-72267	1740	22	,	,	PUNCT
afs-72267	1740	23	the	the	DET
afs-72267	1740	24	estimates	estimate	NOUN
afs-72267	1740	25	in	in	ADP
afs-72267	1740	26	this	this	DET
afs-72267	1740	27	section	section	NOUN
afs-72267	1740	28	are	be	AUX
afs-72267	1740	29	not	not	PART
afs-72267	1740	30	necessarily	necessarily	ADV
afs-72267	1740	31	more	more	ADV
afs-72267	1740	32	correct	correct	ADJ
afs-72267	1740	33	.	.	PUNCT
afs-72267	1741	1	the	the	DET
afs-72267	1741	2	estimates	estimate	NOUN
afs-72267	1741	3	in	in	ADP
afs-72267	1741	4	the	the	DET
afs-72267	1741	5	autoregressive	autoregressive	ADJ
afs-72267	1741	6	models	model	NOUN
afs-72267	1741	7	are	be	AUX
afs-72267	1741	8	not	not	PART
afs-72267	1741	9	necessarily	necessarily	ADV
afs-72267	1741	10	closer	close	ADJ
afs-72267	1741	11	to	to	ADP
afs-72267	1741	12	the	the	DET
afs-72267	1741	13	real	real	ADJ
afs-72267	1741	14	parameter	parameter	NOUN
afs-72267	1741	15	values	value	NOUN
afs-72267	1741	16	,	,	PUNCT
afs-72267	1741	17	but	but	CCONJ
afs-72267	1741	18	give	give	VERB
afs-72267	1741	19	an	an	DET
afs-72267	1741	20	explanation	explanation	NOUN
afs-72267	1741	21	where	where	SCONJ
afs-72267	1741	22	the	the	DET
afs-72267	1741	23	influnce	influnce	NOUN
afs-72267	1741	24	of	of	ADP
afs-72267	1741	25	serial	serial	ADJ
afs-72267	1741	26	correlation	correlation	NOUN
afs-72267	1741	27	is	be	AUX
afs-72267	1741	28	not	not	PART
afs-72267	1741	29	allowed	allow	VERB
afs-72267	1741	30	to	to	PART
afs-72267	1741	31	exert	exert	VERB
afs-72267	1741	32	influence	influence	NOUN
afs-72267	1741	33	on	on	ADP
afs-72267	1741	34	the	the	DET
afs-72267	1741	35	coefficients	coefficient	NOUN
afs-72267	1741	36	of	of	ADP
afs-72267	1741	37	the	the	DET
afs-72267	1741	38	other	other	ADJ
afs-72267	1741	39	parameters	parameter	NOUN
afs-72267	1741	40	.	.	PUNCT
afs-72267	1742	1	what	what	PRON
afs-72267	1742	2	we	we	PRON
afs-72267	1742	3	have	have	AUX
afs-72267	1742	4	gained	gain	VERB
afs-72267	1742	5	in	in	ADP
afs-72267	1742	6	this	this	DET
afs-72267	1742	7	section	section	NOUN
afs-72267	1742	8	is	be	AUX
afs-72267	1742	9	a	a	DET
afs-72267	1742	10	picture	picture	NOUN
afs-72267	1742	11	of	of	ADP
afs-72267	1742	12	the	the	DET
afs-72267	1742	13	possible	possible	ADJ
afs-72267	1742	14	effects	effect	NOUN
afs-72267	1742	15	of	of	ADP
afs-72267	1742	16	the	the	DET
afs-72267	1742	17	autocorrelation	autocorrelation	NOUN
afs-72267	1742	18	.	.	PUNCT
afs-72267	1743	1	5.1.6	5.1.6	X
afs-72267	1743	2	.	.	PUNCT
afs-72267	1743	3	cobb	cobb	PROPN
afs-72267	1743	4	-	-	PUNCT
afs-72267	1743	5	douglas	douglas	PROPN
afs-72267	1743	6	regressions	regression	NOUN
afs-72267	1743	7	for	for	ADP
afs-72267	1743	8	shorter	short	ADJ
afs-72267	1743	9	periods	period	NOUN
afs-72267	1743	10	in	in	ADP
afs-72267	1743	11	the	the	DET
afs-72267	1743	12	preceding	precede	VERB
afs-72267	1743	13	section	section	NOUN
afs-72267	1743	14	unlagged	unlagge	VERB
afs-72267	1743	15	elasticities	elasticity	NOUN
afs-72267	1743	16	with	with	ADP
afs-72267	1743	17	respect	respect	NOUN
afs-72267	1743	18	to	to	ADP
afs-72267	1743	19	research	research	NOUN
afs-72267	1743	20	were	be	AUX
afs-72267	1743	21	estimated	estimate	VERB
afs-72267	1743	22	for	for	ADP
afs-72267	1743	23	the	the	DET
afs-72267	1743	24	period	period	NOUN
afs-72267	1743	25	1950—1984	1950—1984	PROPN
afs-72267	1743	26	.	.	PUNCT
afs-72267	1744	1	during	during	ADP
afs-72267	1744	2	the	the	DET
afs-72267	1744	3	same	same	ADJ
afs-72267	1744	4	period	period	NOUN
afs-72267	1744	5	the	the	DET
afs-72267	1744	6	funds	fund	NOUN
afs-72267	1744	7	for	for	ADP
afs-72267	1744	8	agricultural	agricultural	ADJ
afs-72267	1744	9	research	research	NOUN
afs-72267	1744	10	have	have	AUX
afs-72267	1744	11	grown	grow	VERB
afs-72267	1744	12	manifold	manifold	ADJ
afs-72267	1744	13	.	.	PUNCT
afs-72267	1745	1	from	from	ADP
afs-72267	1745	2	this	this	DET
afs-72267	1745	3	point	point	NOUN
afs-72267	1745	4	of	of	ADP
afs-72267	1745	5	view	view	NOUN
afs-72267	1745	6	the	the	DET
afs-72267	1745	7	following	follow	VERB
afs-72267	1745	8	question	question	NOUN
afs-72267	1745	9	arise	arise	NOUN
afs-72267	1745	10	:	:	PUNCT
afs-72267	1745	11	how	how	SCONJ
afs-72267	1745	12	have	have	AUX
afs-72267	1745	13	the	the	DET
afs-72267	1745	14	elasticity	elasticity	NOUN
afs-72267	1745	15	and	and	CCONJ
afs-72267	1745	16	value	value	NOUN
afs-72267	1745	17	marginal	marginal	ADJ
afs-72267	1745	18	product	product	NOUN
afs-72267	1745	19	developed	develop	VERB
afs-72267	1745	20	over	over	ADP
afs-72267	1745	21	time	time	NOUN
afs-72267	1745	22	?	?	PUNCT
afs-72267	1746	1	have	have	VERB
afs-72267	1746	2	the	the	DET
afs-72267	1746	3	returns	return	NOUN
afs-72267	1746	4	increased	increase	VERB
afs-72267	1746	5	or	or	CCONJ
afs-72267	1746	6	decreased	decrease	VERB
afs-72267	1746	7	since	since	SCONJ
afs-72267	1746	8	the	the	DET
afs-72267	1746	9	19505	19505	NUM
afs-72267	1746	10	?	?	PUNCT
afs-72267	1747	1	has	have	AUX
afs-72267	1747	2	the	the	DET
afs-72267	1747	3	elasticity	elasticity	NOUN
afs-72267	1747	4	changed	change	VERB
afs-72267	1747	5	or	or	CCONJ
afs-72267	1747	6	has	have	AUX
afs-72267	1747	7	it	it	PRON
afs-72267	1747	8	stayed	stay	VERB
afs-72267	1747	9	on	on	ADP
afs-72267	1747	10	the	the	DET
afs-72267	1747	11	same	same	ADJ
afs-72267	1747	12	level	level	NOUN
afs-72267	1747	13	as	as	ADP
afs-72267	1747	14	previously	previously	ADV
afs-72267	1747	15	even	even	ADV
afs-72267	1747	16	though	though	SCONJ
afs-72267	1747	17	more	more	ADJ
afs-72267	1747	18	resources	resource	NOUN
afs-72267	1747	19	were	be	AUX
afs-72267	1747	20	allocated	allocate	VERB
afs-72267	1747	21	to	to	ADP
afs-72267	1747	22	research	research	NOUN
afs-72267	1747	23	?	?	PUNCT
afs-72267	1748	1	cobb	cobb	PROPN
afs-72267	1748	2	-	-	PUNCT
afs-72267	1748	3	douglas	douglas	PROPN
afs-72267	1748	4	functions	function	NOUN
afs-72267	1748	5	were	be	AUX
afs-72267	1748	6	estimated	estimate	VERB
afs-72267	1748	7	for	for	ADP
afs-72267	1748	8	shorter	short	ADJ
afs-72267	1748	9	periods	period	NOUN
afs-72267	1748	10	of	of	ADP
afs-72267	1748	11	20	20	NUM
afs-72267	1748	12	years	year	NOUN
afs-72267	1748	13	,	,	PUNCT
afs-72267	1748	14	i.e.	i.e.	X
afs-72267	1748	15	1950—1969	1950—1969	ADV
afs-72267	1748	16	and	and	CCONJ
afs-72267	1748	17	1965—1984	1965—1984	NUM
afs-72267	1748	18	.	.	PUNCT
afs-72267	1749	1	the	the	DET
afs-72267	1749	2	estimates	estimate	NOUN
afs-72267	1749	3	of	of	ADP
afs-72267	1749	4	the	the	DET
afs-72267	1749	5	elasticity	elasticity	NOUN
afs-72267	1749	6	with	with	ADP
afs-72267	1749	7	respect	respect	NOUN
afs-72267	1749	8	to	to	ADP
afs-72267	1749	9	public	public	ADJ
afs-72267	1749	10	research	research	NOUN
afs-72267	1749	11	in	in	ADP
afs-72267	1749	12	table	table	NOUN
afs-72267	1749	13	21	21	NUM
afs-72267	1749	14	correspond	correspond	NOUN
afs-72267	1749	15	to	to	ADP
afs-72267	1749	16	the	the	DET
afs-72267	1749	17	regressions	regression	NOUN
afs-72267	1749	18	(	(	PUNCT
afs-72267	1749	19	9	9	NUM
afs-72267	1749	20	)	)	PUNCT
afs-72267	1749	21	and	and	CCONJ
afs-72267	1749	22	(	(	PUNCT
afs-72267	1749	23	10	10	NUM
afs-72267	1749	24	)	)	PUNCT
afs-72267	1749	25	in	in	ADP
afs-72267	1749	26	table	table	NOUN
afs-72267	1749	27	13	13	NUM
afs-72267	1749	28	.	.	PUNCT
afs-72267	1750	1	the	the	DET
afs-72267	1750	2	estimates	estimate	NOUN
afs-72267	1750	3	of	of	ADP
afs-72267	1750	4	the	the	DET
afs-72267	1750	5	elasticity	elasticity	NOUN
afs-72267	1750	6	with	with	ADP
afs-72267	1750	7	respect	respect	NOUN
afs-72267	1750	8	to	to	ADP
afs-72267	1750	9	total	total	ADJ
afs-72267	1750	10	research	research	NOUN
afs-72267	1750	11	in	in	ADP
afs-72267	1750	12	appendix	appendix	NOUN
afs-72267	1750	13	12	12	NUM
afs-72267	1750	14	correspond	correspond	ADV
afs-72267	1750	15	,	,	PUNCT
afs-72267	1750	16	in	in	ADP
afs-72267	1750	17	turn	turn	NOUN
afs-72267	1750	18	to	to	ADP
afs-72267	1750	19	regressions	regression	NOUN
afs-72267	1750	20	(	(	PUNCT
afs-72267	1750	21	14	14	NUM
afs-72267	1750	22	)	)	PUNCT
afs-72267	1750	23	and	and	CCONJ
afs-72267	1750	24	(	(	PUNCT
afs-72267	1750	25	15	15	NUM
afs-72267	1750	26	)	)	PUNCT
afs-72267	1750	27	in	in	ADP
afs-72267	1750	28	appendix	appendix	ADJ
afs-72267	1750	29	8	8	NUM
afs-72267	1750	30	.	.	PUNCT
afs-72267	1750	31	table	table	NOUN
afs-72267	1750	32	21	21	NUM
afs-72267	1750	33	.	.	PUNCT
afs-72267	1751	1	cobb	cobb	PROPN
afs-72267	1751	2	-	-	PUNCT
afs-72267	1751	3	douglas	douglas	PROPN
afs-72267	1751	4	production	production	NOUN
afs-72267	1751	5	functions	function	NOUN
afs-72267	1751	6	with	with	ADP
afs-72267	1751	7	public	public	ADJ
afs-72267	1751	8	research	research	NOUN
afs-72267	1751	9	for	for	ADP
afs-72267	1751	10	shorter	short	ADJ
afs-72267	1751	11	periods	period	NOUN
afs-72267	1751	12	.	.	PUNCT
afs-72267	1752	1	all	all	DET
afs-72267	1752	2	variables	variable	NOUN
afs-72267	1752	3	measured	measure	VERB
afs-72267	1752	4	at	at	ADP
afs-72267	1752	5	aggregate	aggregate	ADJ
afs-72267	1752	6	level	level	NOUN
afs-72267	1752	7	.	.	PUNCT
afs-72267	1753	1	regression	regression	NOUN
afs-72267	1753	2	(	(	PUNCT
afs-72267	1753	3	26	26	NUM
afs-72267	1753	4	)	)	PUNCT
afs-72267	1753	5	(	(	PUNCT
afs-72267	1753	6	27	27	NUM
afs-72267	1753	7	)	)	PUNCT
afs-72267	1753	8	(	(	PUNCT
afs-72267	1753	9	28	28	NUM
afs-72267	1753	10	)	)	PUNCT
afs-72267	1753	11	(	(	PUNCT
afs-72267	1753	12	29	29	NUM
afs-72267	1753	13	)	)	PUNCT
afs-72267	1753	14	1950—69	1950—69	NOUN
afs-72267	1753	15	1965—84	1965—84	NUM
afs-72267	1754	1	s.i	s.i	PROPN
afs-72267	1754	2	.	.	PROPN
afs-72267	1755	1	s.l	s.l	PROPN
afs-72267	1755	2	.	.	PUNCT
afs-72267	1756	1	s.l	s.l	PROPN
afs-72267	1756	2	.	.	PUNCT
afs-72267	1757	1	s.l	s.l	PROPN
afs-72267	1757	2	.	.	PROPN
afs-72267	1757	3	constant	constant	ADJ
afs-72267	1757	4	—	—	PUNCT
afs-72267	1757	5	2.497	2.497	NUM
afs-72267	1757	6	0.162	0.162	NUM
afs-72267	1757	7	—	—	PUNCT
afs-72267	1757	8	2.721	2.721	NUM
afs-72267	1758	1	0.044	0.044	NUM
afs-72267	1758	2	4.311	4.311	NUM
afs-72267	1758	3	0.113	0.113	NUM
afs-72267	1758	4	4.351	4.351	NUM
afs-72267	1758	5	0.174	0.174	NUM
afs-72267	1758	6	(	(	PUNCT
afs-72267	1758	7	1.697	1.697	NUM
afs-72267	1758	8	)	)	PUNCT
afs-72267	1758	9	(	(	PUNCT
afs-72267	1758	10	1.230	1.230	NUM
afs-72267	1758	11	)	)	PUNCT
afs-72267	1758	12	(	(	PUNCT
afs-72267	1758	13	2.559	2.559	NUM
afs-72267	1758	14	)	)	PUNCT
afs-72267	1758	15	(	(	PUNCT
afs-72267	1758	16	3.035	3.035	NUM
afs-72267	1758	17	)	)	PUNCT
afs-72267	1758	18	capital	capital	NOUN
afs-72267	1758	19	1.231	1.231	NUM
afs-72267	1758	20	0.015	0.015	NUM
afs-72267	1758	21	1.216	1.216	NUM
afs-72267	1758	22	0.002	0.002	NUM
afs-72267	1758	23	0.089	0.089	NUM
afs-72267	1758	24	0.874	0.874	NUM
afs-72267	1758	25	0.079	0.079	NUM
afs-72267	1758	26	0.912	0.912	NUM
afs-72267	1758	27	(	(	PUNCT
afs-72267	1758	28	0.450	0.450	NUM
afs-72267	1758	29	)	)	PUNCT
afs-72267	1758	30	(	(	PUNCT
afs-72267	1758	31	0.325	0.325	NUM
afs-72267	1758	32	)	)	PUNCT
afs-72267	1758	33	(	(	PUNCT
afs-72267	1758	34	0.555	0.555	NUM
afs-72267	1758	35	)	)	PUNCT
afs-72267	1758	36	(	(	PUNCT
afs-72267	1758	37	0.699	0.699	NUM
afs-72267	1758	38	)	)	PUNCT
afs-72267	1758	39	labour	labour	NOUN
afs-72267	1758	40	0.242	0.242	NUM
afs-72267	1758	41	0.034	0.034	NUM
afs-72267	1758	42	0.194	0.194	NUM
afs-72267	1758	43	0.023	0.023	NUM
afs-72267	1758	44	—	—	PUNCT
afs-72267	1758	45	0.087	0.087	NUM
afs-72267	1758	46	0.229	0.229	NUM
afs-72267	1758	47	—	—	PUNCT
afs-72267	1758	48	o.obb	o.obb	VERB
afs-72267	1758	49	0.309	0.309	NUM
afs-72267	1758	50	(	(	PUNCT
afs-72267	1758	51	0.103	0.103	NUM
afs-72267	1758	52	)	)	PUNCT
afs-72267	1758	53	(	(	PUNCT
afs-72267	1758	54	0.076	0.076	NUM
afs-72267	1758	55	)	)	PUNCT
afs-72267	1758	56	(	(	PUNCT
afs-72267	1758	57	0.070	0.070	NUM
afs-72267	1758	58	)	)	PUNCT
afs-72267	1758	59	(	(	PUNCT
afs-72267	1758	60	0.084	0.084	NUM
afs-72267	1758	61	)	)	PUNCT
afs-72267	1758	62	external	external	ADJ
afs-72267	1758	63	0.029	0.029	NUM
afs-72267	1758	64	0.828	0.828	NUM
afs-72267	1758	65	0.004	0.004	NUM
afs-72267	1758	66	0.965	0.965	NUM
afs-72267	1758	67	0.015	0.015	NUM
afs-72267	1758	68	0.905	0.905	NUM
afs-72267	1758	69	0.016	0.016	NUM
afs-72267	1758	70	0.906	0.906	NUM
afs-72267	1758	71	inputs	input	NOUN
afs-72267	1758	72	(	(	PUNCT
afs-72267	1758	73	0.131	0.131	NUM
afs-72267	1758	74	)	)	PUNCT
afs-72267	1758	75	(	(	PUNCT
afs-72267	1758	76	0.095	0.095	NUM
afs-72267	1758	77	)	)	PUNCT
afs-72267	1758	78	(	(	PUNCT
afs-72267	1758	79	0.120	0.120	NUM
afs-72267	1758	80	)	)	PUNCT
afs-72267	1758	81	(	(	PUNCT
afs-72267	1758	82	0.129	0.129	NUM
afs-72267	1758	83	)	)	PUNCT
afs-72267	1758	84	public	public	ADJ
afs-72267	1758	85	research	research	NOUN
afs-72267	1758	86	0.034	0.034	NUM
afs-72267	1758	87	0.523	0.523	NUM
afs-72267	1758	88	—	—	PUNCT
afs-72267	1758	89	0.059	0.059	NUM
afs-72267	1758	90	0.215	0.215	NUM
afs-72267	1758	91	0.092	0.092	NUM
afs-72267	1758	92	0.050	0.050	NUM
afs-72267	1758	93	0.092	0.092	NUM
afs-72267	1758	94	0.059	0.059	NUM
afs-72267	1758	95	(	(	PUNCT
afs-72267	1758	96	0.052	0.052	NUM
afs-72267	1758	97	)	)	PUNCT
afs-72267	1758	98	(	(	PUNCT
afs-72267	1758	99	0.045	0.045	NUM
afs-72267	1758	100	)	)	PUNCT
afs-72267	1758	101	(	(	PUNCT
afs-72267	1758	102	0.043	0.043	NUM
afs-72267	1758	103	)	)	PUNCT
afs-72267	1758	104	(	(	PUNCT
afs-72267	1758	105	0.045	0.045	NUM
afs-72267	1758	106	)	)	PUNCT
afs-72267	1758	107	extension	extension	NOUN
afs-72267	1758	108	0.235	0.235	NUM
afs-72267	1758	109	0.002	0.002	NUM
afs-72267	1758	110	0.003	0.003	NUM
afs-72267	1758	111	0.979	0.979	NUM
afs-72267	1758	112	(	(	PUNCT
afs-72267	1758	113	0.061	0.061	NUM
afs-72267	1758	114	)	)	PUNCT
afs-72267	1758	115	(	(	PUNCT
afs-72267	1758	116	0.096	0.096	NUM
afs-72267	1758	117	)	)	PUNCT
afs-72267	1758	118	r	r	NOUN
afs-72267	1758	119	:	:	PUNCT
afs-72267	1758	120	0.977	0.977	NUM
afs-72267	1758	121	0.989	0.989	NUM
afs-72267	1758	122	0.920	0.920	NUM
afs-72267	1758	123	0.920	0.920	NUM
afs-72267	1758	124	stand.error	stand.error	NOUN
afs-72267	1758	125	of	of	ADP
afs-72267	1758	126	estimate	estimate	NOUN
afs-72267	1758	127	0.025	0.025	NUM
afs-72267	1758	128	0.018	0.018	NUM
afs-72267	1758	129	0.019	0.019	NUM
afs-72267	1758	130	0.020	0.020	NUM
afs-72267	1758	131	f	f	X
afs-72267	1758	132	-	-	PUNCT
afs-72267	1758	133	ratio	ratio	NOUN
afs-72267	1758	134	160.65	160.65	NUM
afs-72267	1758	135	*	*	PUNCT
afs-72267	1758	136	*	*	PUNCT
afs-72267	1758	137	*	*	PUNCT
afs-72267	1758	138	248.28	248.28	NUM
afs-72267	1758	139	*	*	PUNCT
afs-72267	1758	140	*	*	PUNCT
afs-72267	1758	141	*	*	PUNCT
afs-72267	1758	142	43.22	43.22	NUM
afs-72267	1758	143	*	*	PUNCT
afs-72267	1758	144	*	*	PUNCT
afs-72267	1758	145	*	*	PUNCT
afs-72267	1758	146	32.27	32.27	NUM
afs-72267	1758	147	*	*	PUNCT
afs-72267	1758	148	*	*	PUNCT
afs-72267	1758	149	*	*	PUNCT
afs-72267	1758	150	d	d	X
afs-72267	1758	151	-	-	PUNCT
afs-72267	1758	152	w	w	PROPN
afs-72267	1758	153	test	test	NOUN
afs-72267	1758	154	value	value	NOUN
afs-72267	1758	155	0.905	0.905	NUM
afs-72267	1758	156	1.425	1.425	NUM
afs-72267	1758	157	1.708	1.708	NUM
afs-72267	1758	158	1.711	1.711	NUM
afs-72267	1758	159	322	322	NUM
afs-72267	1759	1	it	it	PRON
afs-72267	1759	2	is	be	AUX
afs-72267	1759	3	interesting	interesting	ADJ
afs-72267	1759	4	to	to	PART
afs-72267	1759	5	note	note	VERB
afs-72267	1759	6	that	that	SCONJ
afs-72267	1759	7	the	the	DET
afs-72267	1759	8	estimate	estimate	NOUN
afs-72267	1759	9	of	of	ADP
afs-72267	1759	10	the	the	DET
afs-72267	1759	11	elasticity	elasticity	NOUN
afs-72267	1759	12	with	with	ADP
afs-72267	1759	13	respect	respect	NOUN
afs-72267	1759	14	to	to	ADP
afs-72267	1759	15	research	research	NOUN
afs-72267	1759	16	seems	seem	VERB
afs-72267	1759	17	to	to	PART
afs-72267	1759	18	have	have	AUX
afs-72267	1759	19	increased	increase	VERB
afs-72267	1759	20	in	in	ADP
afs-72267	1759	21	the	the	DET
afs-72267	1759	22	period	period	NOUN
afs-72267	1759	23	studied	study	VERB
afs-72267	1759	24	.	.	PUNCT
afs-72267	1760	1	the	the	DET
afs-72267	1760	2	estimate	estimate	NOUN
afs-72267	1760	3	for	for	ADP
afs-72267	1760	4	the	the	DET
afs-72267	1760	5	earlier	early	ADJ
afs-72267	1760	6	period	period	NOUN
afs-72267	1760	7	of	of	ADP
afs-72267	1760	8	1950—1969	1950—1969	ADV
afs-72267	1760	9	is	be	AUX
afs-72267	1760	10	insignificant	insignificant	ADJ
afs-72267	1760	11	and	and	CCONJ
afs-72267	1760	12	even	even	ADV
afs-72267	1760	13	becomes	become	VERB
afs-72267	1760	14	negative	negative	ADJ
afs-72267	1760	15	when	when	SCONJ
afs-72267	1760	16	extension	extension	NOUN
afs-72267	1760	17	is	be	AUX
afs-72267	1760	18	added	add	VERB
afs-72267	1760	19	.	.	PUNCT
afs-72267	1761	1	this	this	DET
afs-72267	1761	2	negative	negative	ADJ
afs-72267	1761	3	sign	sign	NOUN
afs-72267	1761	4	is	be	AUX
afs-72267	1761	5	illogical	illogical	ADJ
afs-72267	1761	6	and	and	CCONJ
afs-72267	1761	7	must	must	AUX
afs-72267	1761	8	be	be	AUX
afs-72267	1761	9	attributed	attribute	VERB
afs-72267	1761	10	to	to	ADP
afs-72267	1761	11	the	the	DET
afs-72267	1761	12	inclusion	inclusion	NOUN
afs-72267	1761	13	of	of	ADP
afs-72267	1761	14	the	the	DET
afs-72267	1761	15	extension	extension	NOUN
afs-72267	1761	16	variable	variable	NOUN
afs-72267	1761	17	.	.	PUNCT
afs-72267	1762	1	the	the	DET
afs-72267	1762	2	estimate	estimate	NOUN
afs-72267	1762	3	for	for	ADP
afs-72267	1762	4	theperiod	theperiod	NOUN
afs-72267	1762	5	1965—1984	1965—1984	PRON
afs-72267	1762	6	is	be	AUX
afs-72267	1762	7	significant	significant	ADJ
afs-72267	1762	8	,	,	PUNCT
afs-72267	1762	9	with	with	ADP
afs-72267	1762	10	a	a	DET
afs-72267	1762	11	confidence	confidence	NOUN
afs-72267	1762	12	of	of	ADP
afs-72267	1762	13	approximately	approximately	ADV
afs-72267	1762	14	95	95	NUM
afs-72267	1762	15	%	%	NOUN
afs-72267	1762	16	.	.	PUNCT
afs-72267	1763	1	the	the	DET
afs-72267	1763	2	latter	latter	ADJ
afs-72267	1763	3	period	period	NOUN
afs-72267	1763	4	has	have	VERB
afs-72267	1763	5	a	a	DET
afs-72267	1763	6	low	low	ADJ
afs-72267	1763	7	coefficient	coefficient	NOUN
afs-72267	1763	8	of	of	ADP
afs-72267	1763	9	determination	determination	NOUN
afs-72267	1763	10	(	(	PUNCT
afs-72267	1763	11	0.92	0.92	NUM
afs-72267	1763	12	)	)	PUNCT
afs-72267	1763	13	and	and	CCONJ
afs-72267	1763	14	the	the	DET
afs-72267	1763	15	error	error	NOUN
afs-72267	1763	16	terms	term	NOUN
afs-72267	1763	17	are	be	AUX
afs-72267	1763	18	not	not	PART
afs-72267	1763	19	very	very	ADV
afs-72267	1763	20	serially	serially	ADV
afs-72267	1763	21	correlated	correlate	VERB
afs-72267	1763	22	,	,	PUNCT
afs-72267	1763	23	as	as	SCONJ
afs-72267	1763	24	is	be	AUX
afs-72267	1763	25	the	the	DET
afs-72267	1763	26	case	case	NOUN
afs-72267	1763	27	for	for	ADP
afs-72267	1763	28	the	the	DET
afs-72267	1763	29	whole	whole	ADJ
afs-72267	1763	30	period	period	NOUN
afs-72267	1763	31	.	.	PUNCT
afs-72267	1764	1	the	the	DET
afs-72267	1764	2	f	f	NOUN
afs-72267	1764	3	-	-	PUNCT
afs-72267	1764	4	value	value	NOUN
afs-72267	1764	5	for	for	ADP
afs-72267	1764	6	the	the	DET
afs-72267	1764	7	whole	whole	ADJ
afs-72267	1764	8	model	model	NOUN
afs-72267	1764	9	has	have	AUX
afs-72267	1764	10	dropped	drop	VERB
afs-72267	1764	11	in	in	ADP
afs-72267	1764	12	the	the	DET
afs-72267	1764	13	latter	latter	ADJ
afs-72267	1764	14	period	period	NOUN
afs-72267	1764	15	,	,	PUNCT
afs-72267	1764	16	but	but	CCONJ
afs-72267	1764	17	is	be	AUX
afs-72267	1764	18	still	still	ADV
afs-72267	1764	19	significant	significant	ADJ
afs-72267	1764	20	at	at	ADP
afs-72267	1764	21	a	a	DET
afs-72267	1764	22	level	level	NOUN
afs-72267	1764	23	of	of	ADP
afs-72267	1764	24	0.001	0.001	NUM
afs-72267	1764	25	%	%	NOUN
afs-72267	1764	26	.	.	PUNCT
afs-72267	1765	1	we	we	PRON
afs-72267	1765	2	can	can	AUX
afs-72267	1765	3	compare	compare	VERB
afs-72267	1765	4	the	the	DET
afs-72267	1765	5	elasticities	elasticity	NOUN
afs-72267	1765	6	for	for	ADP
afs-72267	1765	7	the	the	DET
afs-72267	1765	8	period	period	NOUN
afs-72267	1765	9	1965—1984	1965—1984	NUM
afs-72267	1765	10	,	,	PUNCT
afs-72267	1765	11	0.092	0.092	NUM
afs-72267	1765	12	with	with	ADP
afs-72267	1765	13	the	the	DET
afs-72267	1765	14	ones	one	NOUN
afs-72267	1765	15	for	for	ADP
afs-72267	1765	16	the	the	DET
afs-72267	1765	17	whole	whole	ADJ
afs-72267	1765	18	period	period	NOUN
afs-72267	1765	19	1950—1984	1950—1984	PROPN
afs-72267	1765	20	,	,	PUNCT
afs-72267	1765	21	which	which	PRON
afs-72267	1765	22	were	be	AUX
afs-72267	1765	23	0.059	0.059	NUM
afs-72267	1765	24	and	and	CCONJ
afs-72267	1765	25	respectively	respectively	ADV
afs-72267	1765	26	0.034	0.034	NUM
afs-72267	1765	27	in	in	ADP
afs-72267	1765	28	table	table	NOUN
afs-72267	1765	29	13	13	NUM
afs-72267	1765	30	.	.	PUNCT
afs-72267	1766	1	taking	take	VERB
afs-72267	1766	2	into	into	ADP
afs-72267	1766	3	account	account	NOUN
afs-72267	1766	4	the	the	DET
afs-72267	1766	5	sixfold	sixfold	ADJ
afs-72267	1766	6	rise	rise	NOUN
afs-72267	1766	7	in	in	ADP
afs-72267	1766	8	research	research	NOUN
afs-72267	1766	9	input	input	NOUN
afs-72267	1766	10	,	,	PUNCT
afs-72267	1766	11	it	it	PRON
afs-72267	1766	12	should	should	AUX
afs-72267	1766	13	not	not	PART
afs-72267	1766	14	be	be	AUX
afs-72267	1766	15	surprising	surprising	ADJ
afs-72267	1766	16	to	to	PART
afs-72267	1766	17	find	find	VERB
afs-72267	1766	18	that	that	SCONJ
afs-72267	1766	19	the	the	DET
afs-72267	1766	20	elasticity	elasticity	NOUN
afs-72267	1766	21	has	have	AUX
afs-72267	1766	22	increased	increase	VERB
afs-72267	1766	23	over	over	ADP
afs-72267	1766	24	time	time	NOUN
afs-72267	1766	25	.	.	PUNCT
afs-72267	1767	1	the	the	DET
afs-72267	1767	2	low	low	ADJ
afs-72267	1767	3	tvalues	tvalue	NOUN
afs-72267	1767	4	of	of	ADP
afs-72267	1767	5	regressions	regression	NOUN
afs-72267	1767	6	(	(	PUNCT
afs-72267	1767	7	26	26	NUM
afs-72267	1767	8	)	)	PUNCT
afs-72267	1767	9	and	and	CCONJ
afs-72267	1767	10	(	(	PUNCT
afs-72267	1767	11	27	27	NUM
afs-72267	1767	12	)	)	PUNCT
afs-72267	1767	13	,	,	PUNCT
afs-72267	1767	14	however	however	ADV
afs-72267	1767	15	,	,	PUNCT
afs-72267	1767	16	limit	limit	VERB
afs-72267	1767	17	our	our	PRON
afs-72267	1767	18	conclusions	conclusion	NOUN
afs-72267	1767	19	,	,	PUNCT
afs-72267	1767	20	so	so	SCONJ
afs-72267	1767	21	that	that	SCONJ
afs-72267	1767	22	it	it	PRON
afs-72267	1767	23	is	be	AUX
afs-72267	1767	24	not	not	PART
afs-72267	1767	25	possible	possible	ADJ
afs-72267	1767	26	to	to	PART
afs-72267	1767	27	compute	compute	VERB
afs-72267	1767	28	a	a	DET
afs-72267	1767	29	reliable	reliable	ADJ
afs-72267	1767	30	value	value	NOUN
afs-72267	1767	31	marginal	marginal	ADJ
afs-72267	1767	32	product	product	NOUN
afs-72267	1767	33	for	for	ADP
afs-72267	1767	34	the	the	DET
afs-72267	1767	35	period	period	NOUN
afs-72267	1767	36	1950—1969	1950—1969	ADV
afs-72267	1767	37	.	.	PUNCT
afs-72267	1768	1	contrary	contrary	ADJ
afs-72267	1768	2	to	to	ADP
afs-72267	1768	3	the	the	DET
afs-72267	1768	4	research	research	NOUN
afs-72267	1768	5	coefficient	coefficient	NOUN
afs-72267	1768	6	,	,	PUNCT
afs-72267	1768	7	the	the	DET
afs-72267	1768	8	table	table	NOUN
afs-72267	1768	9	shows	show	VERB
afs-72267	1768	10	significant	significant	ADJ
afs-72267	1768	11	parameter	parameter	NOUN
afs-72267	1768	12	estimates	estimate	NOUN
afs-72267	1768	13	for	for	ADP
afs-72267	1768	14	capital	capital	NOUN
afs-72267	1768	15	,	,	PUNCT
afs-72267	1768	16	labour	labour	NOUN
afs-72267	1768	17	and	and	CCONJ
afs-72267	1768	18	extension	extension	NOUN
afs-72267	1768	19	in	in	ADP
afs-72267	1768	20	the	the	DET
afs-72267	1768	21	period	period	NOUN
afs-72267	1768	22	1950—1969	1950—1969	ADV
afs-72267	1768	23	and	and	CCONJ
afs-72267	1768	24	insignificant	insignificant	ADJ
afs-72267	1768	25	estimates	estimate	NOUN
afs-72267	1768	26	for	for	ADP
afs-72267	1768	27	the	the	DET
afs-72267	1768	28	period	period	NOUN
afs-72267	1768	29	1965—1984	1965—1984	NUM
afs-72267	1768	30	.	.	PUNCT
afs-72267	1769	1	the	the	DET
afs-72267	1769	2	sign	sign	NOUN
afs-72267	1769	3	of	of	ADP
afs-72267	1769	4	labour	labour	NOUN
afs-72267	1769	5	becomes	become	VERB
afs-72267	1769	6	negative	negative	ADJ
afs-72267	1769	7	for	for	ADP
afs-72267	1769	8	the	the	DET
afs-72267	1769	9	latter	latter	ADJ
afs-72267	1769	10	period	period	NOUN
afs-72267	1769	11	.	.	PUNCT
afs-72267	1770	1	if	if	SCONJ
afs-72267	1770	2	any	any	DET
afs-72267	1770	3	conclusion	conclusion	NOUN
afs-72267	1770	4	could	could	AUX
afs-72267	1770	5	be	be	AUX
afs-72267	1770	6	drawn	draw	VERB
afs-72267	1770	7	on	on	ADP
afs-72267	1770	8	the	the	DET
afs-72267	1770	9	basis	basis	NOUN
afs-72267	1770	10	of	of	ADP
afs-72267	1770	11	table	table	NOUN
afs-72267	1770	12	28	28	NUM
afs-72267	1770	13	,	,	PUNCT
afs-72267	1770	14	it	it	PRON
afs-72267	1770	15	is	be	AUX
afs-72267	1770	16	that	that	SCONJ
afs-72267	1770	17	research	research	NOUN
afs-72267	1770	18	has	have	AUX
afs-72267	1770	19	taken	take	VERB
afs-72267	1770	20	over	over	ADP
afs-72267	1770	21	part	part	NOUN
afs-72267	1770	22	of	of	ADP
afs-72267	1770	23	the	the	DET
afs-72267	1770	24	importance	importance	NOUN
afs-72267	1770	25	as	as	ADP
afs-72267	1770	26	a	a	DET
afs-72267	1770	27	production	production	NOUN
afs-72267	1770	28	factor	factor	NOUN
afs-72267	1770	29	earlier	early	ADV
afs-72267	1770	30	possessed	possess	VERB
afs-72267	1770	31	by	by	ADP
afs-72267	1770	32	capital	capital	NOUN
afs-72267	1770	33	and	and	CCONJ
afs-72267	1770	34	labour	labour	NOUN
afs-72267	1770	35	.	.	PUNCT
afs-72267	1771	1	interpretation	interpretation	NOUN
afs-72267	1771	2	of	of	ADP
afs-72267	1771	3	the	the	DET
afs-72267	1771	4	total	total	ADJ
afs-72267	1771	5	research	research	NOUN
afs-72267	1771	6	regressions	regression	NOUN
afs-72267	1771	7	(	(	PUNCT
afs-72267	1771	8	see	see	VERB
afs-72267	1771	9	appendix	appendix	NOUN
afs-72267	1771	10	12	12	NUM
afs-72267	1771	11	)	)	PUNCT
afs-72267	1771	12	are	be	AUX
afs-72267	1771	13	much	much	ADV
afs-72267	1771	14	similar	similar	ADJ
afs-72267	1771	15	to	to	ADP
afs-72267	1771	16	table	table	NOUN
afs-72267	1771	17	21	21	NUM
afs-72267	1771	18	.	.	PUNCT
afs-72267	1772	1	many	many	ADJ
afs-72267	1772	2	of	of	ADP
afs-72267	1772	3	the	the	DET
afs-72267	1772	4	coefficients	coefficient	NOUN
afs-72267	1772	5	are	be	AUX
afs-72267	1772	6	again	again	ADV
afs-72267	1772	7	insignificant	insignificant	ADJ
afs-72267	1772	8	,	,	PUNCT
afs-72267	1772	9	and	and	CCONJ
afs-72267	1772	10	some	some	PRON
afs-72267	1772	11	of	of	ADP
afs-72267	1772	12	them	they	PRON
afs-72267	1772	13	have	have	VERB
afs-72267	1772	14	illogical	illogical	ADJ
afs-72267	1772	15	signs	sign	NOUN
afs-72267	1772	16	.	.	PUNCT
afs-72267	1773	1	the	the	DET
afs-72267	1773	2	elasticity	elasticity	NOUN
afs-72267	1773	3	estimate	estimate	NOUN
afs-72267	1773	4	with	with	ADP
afs-72267	1773	5	respect	respect	NOUN
afs-72267	1773	6	to	to	ADP
afs-72267	1773	7	total	total	ADJ
afs-72267	1773	8	research	research	NOUN
afs-72267	1773	9	seems	seem	VERB
afs-72267	1773	10	to	to	PART
afs-72267	1773	11	increase	increase	VERB
afs-72267	1773	12	,	,	PUNCT
afs-72267	1773	13	as	as	SCONJ
afs-72267	1773	14	did	do	VERB
afs-72267	1773	15	the	the	DET
afs-72267	1773	16	public	public	ADJ
afs-72267	1773	17	research	research	NOUN
afs-72267	1773	18	estimate	estimate	NOUN
afs-72267	1773	19	.	.	PUNCT
afs-72267	1774	1	a	a	DET
afs-72267	1774	2	negative	negative	ADJ
afs-72267	1774	3	sign	sign	NOUN
afs-72267	1774	4	appears	appear	VERB
afs-72267	1774	5	again	again	ADV
afs-72267	1774	6	in	in	ADP
afs-72267	1774	7	the	the	DET
afs-72267	1774	8	earlier	early	ADJ
afs-72267	1774	9	period	period	NOUN
afs-72267	1774	10	.	.	PUNCT
afs-72267	1775	1	the	the	DET
afs-72267	1775	2	elasticities	elasticity	NOUN
afs-72267	1775	3	with	with	ADP
afs-72267	1775	4	respect	respect	NOUN
afs-72267	1775	5	to	to	ADP
afs-72267	1775	6	capital	capital	NOUN
afs-72267	1775	7	and	and	CCONJ
afs-72267	1775	8	labour	labour	NOUN
afs-72267	1775	9	once	once	ADV
afs-72267	1775	10	more	more	ADJ
afs-72267	1775	11	seem	seem	VERB
afs-72267	1775	12	to	to	PART
afs-72267	1775	13	decrease	decrease	VERB
afs-72267	1775	14	,	,	PUNCT
afs-72267	1775	15	as	as	SCONJ
afs-72267	1775	16	does	do	VERB
afs-72267	1775	17	extension	extension	NOUN
afs-72267	1775	18	.	.	PUNCT
afs-72267	1776	1	it	it	PRON
afs-72267	1776	2	is	be	AUX
afs-72267	1776	3	difficult	difficult	ADJ
afs-72267	1776	4	to	to	PART
afs-72267	1776	5	say	say	VERB
afs-72267	1776	6	anything	anything	PRON
afs-72267	1776	7	about	about	ADP
afs-72267	1776	8	the	the	DET
afs-72267	1776	9	external	external	ADJ
afs-72267	1776	10	inputs	input	NOUN
afs-72267	1776	11	estimate	estimate	NOUN
afs-72267	1776	12	.	.	PUNCT
afs-72267	1777	1	the	the	DET
afs-72267	1777	2	same	same	ADJ
afs-72267	1777	3	explanation	explanation	NOUN
afs-72267	1777	4	is	be	AUX
afs-72267	1777	5	likely	likely	ADJ
afs-72267	1777	6	for	for	ADP
afs-72267	1777	7	the	the	DET
afs-72267	1777	8	regressions	regression	NOUN
afs-72267	1777	9	including	include	VERB
afs-72267	1777	10	a	a	DET
afs-72267	1777	11	total	total	ADJ
afs-72267	1777	12	research	research	NOUN
afs-72267	1777	13	variable	variable	NOUN
afs-72267	1777	14	;	;	PUNCT
afs-72267	1777	15	part	part	NOUN
afs-72267	1777	16	of	of	ADP
afs-72267	1777	17	the	the	DET
afs-72267	1777	18	role	role	NOUN
afs-72267	1777	19	earlier	early	ADV
afs-72267	1777	20	played	play	VERB
afs-72267	1777	21	by	by	ADP
afs-72267	1777	22	traditional	traditional	ADJ
afs-72267	1777	23	production	production	NOUN
afs-72267	1777	24	factors	factor	NOUN
afs-72267	1777	25	has	have	AUX
afs-72267	1777	26	been	be	AUX
afs-72267	1777	27	taken	take	VERB
afs-72267	1777	28	over	over	ADP
afs-72267	1777	29	by	by	ADP
afs-72267	1777	30	research	research	NOUN
afs-72267	1777	31	.	.	PUNCT
afs-72267	1778	1	since	since	SCONJ
afs-72267	1778	2	the	the	DET
afs-72267	1778	3	total	total	ADJ
afs-72267	1778	4	research	research	NOUN
afs-72267	1778	5	input	input	NOUN
afs-72267	1778	6	has	have	AUX
afs-72267	1778	7	increased	increase	VERB
afs-72267	1778	8	eightfold	eightfold	ADJ
afs-72267	1778	9	this	this	PRON
afs-72267	1778	10	has	have	AUX
afs-72267	1778	11	not	not	PART
afs-72267	1778	12	necessarily	necessarily	ADV
afs-72267	1778	13	led	lead	VERB
afs-72267	1778	14	to	to	ADP
afs-72267	1778	15	a	a	DET
afs-72267	1778	16	higher	high	ADJ
afs-72267	1778	17	value	value	NOUN
afs-72267	1778	18	marginal	marginal	ADJ
afs-72267	1778	19	product	product	NOUN
afs-72267	1778	20	,	,	PUNCT
afs-72267	1778	21	however	however	ADV
afs-72267	1778	22	.	.	PUNCT
afs-72267	1779	1	5.2	5.2	NUM
afs-72267	1779	2	.	.	PUNCT
afs-72267	1779	3	cobb	cobb	PROPN
afs-72267	1779	4	-	-	PUNCT
afs-72267	1779	5	douglas	douglas	PROPN
afs-72267	1779	6	flow	flow	NOUN
afs-72267	1779	7	models	model	NOUN
afs-72267	1779	8	with	with	ADP
afs-72267	1779	9	lags	lag	NOUN
afs-72267	1779	10	there	there	PRON
afs-72267	1779	11	will	will	AUX
afs-72267	1779	12	be	be	AUX
afs-72267	1779	13	a	a	DET
afs-72267	1779	14	lag	lag	NOUN
afs-72267	1779	15	between	between	ADP
afs-72267	1779	16	the	the	DET
afs-72267	1779	17	point	point	NOUN
afs-72267	1779	18	in	in	ADP
afs-72267	1779	19	time	time	NOUN
afs-72267	1779	20	when	when	SCONJ
afs-72267	1779	21	money	money	NOUN
afs-72267	1779	22	is	be	AUX
afs-72267	1779	23	being	be	AUX
afs-72267	1779	24	funded	fund	VERB
afs-72267	1779	25	for	for	ADP
afs-72267	1779	26	research	research	NOUN
afs-72267	1779	27	purposes	purpose	NOUN
afs-72267	1779	28	and	and	CCONJ
afs-72267	1779	29	the	the	DET
afs-72267	1779	30	final	final	ADJ
afs-72267	1779	31	effects	effect	NOUN
afs-72267	1779	32	in	in	ADP
afs-72267	1779	33	the	the	DET
afs-72267	1779	34	form	form	NOUN
afs-72267	1779	35	of	of	ADP
afs-72267	1779	36	higher	high	ADJ
afs-72267	1779	37	production	production	NOUN
afs-72267	1779	38	per	per	ADP
afs-72267	1779	39	input	input	NOUN
afs-72267	1779	40	unit	unit	NOUN
afs-72267	1779	41	(	(	PUNCT
afs-72267	1779	42	or	or	CCONJ
afs-72267	1779	43	less	less	ADJ
afs-72267	1779	44	inputs	input	NOUN
afs-72267	1779	45	per	per	ADP
afs-72267	1779	46	produced	produce	VERB
afs-72267	1779	47	unit	unit	NOUN
afs-72267	1779	48	)	)	PUNCT
afs-72267	1779	49	.	.	PUNCT
afs-72267	1780	1	the	the	DET
afs-72267	1780	2	previous	previous	ADJ
afs-72267	1780	3	estimations	estimation	NOUN
afs-72267	1780	4	are	be	AUX
afs-72267	1780	5	based	base	VERB
afs-72267	1780	6	on	on	ADP
afs-72267	1780	7	the	the	DET
afs-72267	1780	8	obviously	obviously	ADV
afs-72267	1780	9	unrealistic	unrealistic	ADJ
afs-72267	1780	10	implicit	implicit	ADJ
afs-72267	1780	11	assumption	assumption	NOUN
afs-72267	1780	12	of	of	ADP
afs-72267	1780	13	research	research	NOUN
afs-72267	1780	14	funds	fund	NOUN
afs-72267	1780	15	immediately	immediately	ADV
afs-72267	1780	16	affecting	affect	VERB
afs-72267	1780	17	production	production	NOUN
afs-72267	1780	18	results	result	NOUN
afs-72267	1780	19	.	.	PUNCT
afs-72267	1781	1	one	one	NUM
afs-72267	1781	2	step	step	NOUN
afs-72267	1781	3	forward	forward	ADV
afs-72267	1781	4	towards	towards	ADP
afs-72267	1781	5	a	a	DET
afs-72267	1781	6	closer	close	ADJ
afs-72267	1781	7	resemblance	resemblance	NOUN
afs-72267	1781	8	to	to	ADP
afs-72267	1781	9	the	the	DET
afs-72267	1781	10	real	real	ADJ
afs-72267	1781	11	world	world	NOUN
afs-72267	1781	12	,	,	PUNCT
afs-72267	1781	13	therefore	therefore	ADV
afs-72267	1781	14	,	,	PUNCT
afs-72267	1781	15	is	be	AUX
afs-72267	1781	16	to	to	PART
afs-72267	1781	17	take	take	VERB
afs-72267	1781	18	a	a	DET
afs-72267	1781	19	lag	lag	NOUN
afs-72267	1781	20	into	into	ADP
afs-72267	1781	21	account	account	NOUN
afs-72267	1781	22	in	in	ADP
afs-72267	1781	23	the	the	DET
afs-72267	1781	24	model	model	NOUN
afs-72267	1781	25	.	.	PUNCT
afs-72267	1782	1	the	the	DET
afs-72267	1782	2	lag	lag	NOUN
afs-72267	1782	3	structure	structure	NOUN
afs-72267	1782	4	of	of	ADP
afs-72267	1782	5	agricultural	agricultural	ADJ
afs-72267	1782	6	research	research	NOUN
afs-72267	1782	7	seems	seem	VERB
afs-72267	1782	8	to	to	PART
afs-72267	1782	9	be	be	AUX
afs-72267	1782	10	a	a	DET
afs-72267	1782	11	problematic	problematic	ADJ
afs-72267	1782	12	issue	issue	NOUN
afs-72267	1782	13	in	in	ADP
afs-72267	1782	14	studies	study	NOUN
afs-72267	1782	15	of	of	ADP
afs-72267	1782	16	returns	return	NOUN
afs-72267	1782	17	from	from	ADP
afs-72267	1782	18	research	research	NOUN
afs-72267	1782	19	and	and	CCONJ
afs-72267	1782	20	thus	thus	ADV
afs-72267	1782	21	far	far	ADV
afs-72267	1782	22	most	most	ADJ
afs-72267	1782	23	production	production	NOUN
afs-72267	1782	24	function	function	NOUN
afs-72267	1782	25	studies	study	NOUN
afs-72267	1782	26	make	make	VERB
afs-72267	1782	27	assumptions	assumption	NOUN
afs-72267	1782	28	concerning	concern	VERB
afs-72267	1782	29	the	the	DET
afs-72267	1782	30	length	length	NOUN
afs-72267	1782	31	and	and	CCONJ
afs-72267	1782	32	form	form	NOUN
afs-72267	1782	33	of	of	ADP
afs-72267	1782	34	a	a	DET
afs-72267	1782	35	distributed	distribute	VERB
afs-72267	1782	36	lag	lag	NOUN
afs-72267	1782	37	function	function	NOUN
afs-72267	1782	38	.	.	PUNCT
afs-72267	1783	1	naturally	naturally	ADV
afs-72267	1783	2	this	this	PRON
afs-72267	1783	3	does	do	AUX
afs-72267	1783	4	not	not	PART
afs-72267	1783	5	apply	apply	VERB
afs-72267	1783	6	to	to	ADP
afs-72267	1783	7	the	the	DET
afs-72267	1783	8	welfare	welfare	NOUN
afs-72267	1783	9	economics	economic	NOUN
afs-72267	1783	10	approach	approach	NOUN
afs-72267	1783	11	.	.	PUNCT
afs-72267	1784	1	estimations	estimation	NOUN
afs-72267	1784	2	which	which	PRON
afs-72267	1784	3	include	include	VERB
afs-72267	1784	4	lags	lag	NOUN
afs-72267	1784	5	are	be	AUX
afs-72267	1784	6	examined	examine	VERB
afs-72267	1784	7	in	in	ADP
afs-72267	1784	8	this	this	DET
afs-72267	1784	9	sections	section	NOUN
afs-72267	1784	10	.	.	PUNCT
afs-72267	1785	1	simple	simple	ADJ
afs-72267	1785	2	lags	lag	NOUN
afs-72267	1785	3	were	be	AUX
afs-72267	1785	4	used	use	VERB
afs-72267	1785	5	to	to	PART
afs-72267	1785	6	start	start	VERB
afs-72267	1785	7	with	with	ADP
afs-72267	1785	8	,	,	PUNCT
afs-72267	1785	9	after	after	ADP
afs-72267	1785	10	which	which	PRON
afs-72267	1785	11	almon	almon	PROPN
afs-72267	1785	12	lags	lag	VERB
afs-72267	1785	13	of	of	ADP
afs-72267	1785	14	degree	degree	NOUN
afs-72267	1785	15	two	two	NUM
afs-72267	1785	16	and	and	CCONJ
afs-72267	1785	17	three	three	NUM
afs-72267	1785	18	according	accord	VERB
afs-72267	1785	19	to	to	ADP
afs-72267	1785	20	(	(	PUNCT
afs-72267	1785	21	3.37	3.37	NUM
afs-72267	1785	22	)	)	PUNCT
afs-72267	1785	23	were	be	AUX
afs-72267	1785	24	included	include	VERB
afs-72267	1785	25	in	in	ADP
afs-72267	1785	26	the	the	DET
afs-72267	1785	27	model	model	NOUN
afs-72267	1785	28	.	.	PUNCT
afs-72267	1786	1	5.2.1	5.2.1	NUM
afs-72267	1786	2	regressions	regression	NOUN
afs-72267	1786	3	with	with	ADP
afs-72267	1786	4	simple	simple	ADJ
afs-72267	1786	5	lags	lag	NOUN
afs-72267	1786	6	the	the	DET
afs-72267	1786	7	simple	simple	ADJ
afs-72267	1786	8	lags	lag	NOUN
afs-72267	1786	9	estimated	estimate	VERB
afs-72267	1786	10	are	be	AUX
afs-72267	1786	11	based	base	VERB
afs-72267	1786	12	on	on	ADP
afs-72267	1786	13	the	the	DET
afs-72267	1786	14	lag	lag	NOUN
afs-72267	1786	15	operator	operator	NOUN
afs-72267	1786	16	x,_j	x,_j	PUNCT
afs-72267	1787	1	=	=	PUNCT
afs-72267	1787	2	(	(	PUNCT
afs-72267	1787	3	3	3	NUM
afs-72267	1787	4	k	k	NOUN
afs-72267	1787	5	x	x	SYM
afs-72267	1787	6	t	t	NOUN
afs-72267	1787	7	.	.	PUNCT
afs-72267	1788	1	the	the	DET
afs-72267	1788	2	research	research	NOUN
afs-72267	1788	3	input	input	NOUN
afs-72267	1788	4	is	be	AUX
afs-72267	1788	5	thus	thus	ADV
afs-72267	1788	6	allowed	allow	VERB
afs-72267	1788	7	to	to	PART
afs-72267	1788	8	affect	affect	VERB
afs-72267	1788	9	the	the	DET
afs-72267	1788	10	gross	gross	ADJ
afs-72267	1788	11	production	production	NOUN
afs-72267	1788	12	only	only	ADV
afs-72267	1788	13	a	a	DET
afs-72267	1788	14	certain	certain	ADJ
afs-72267	1788	15	numberof	numberof	NOUN
afs-72267	1788	16	years	year	NOUN
afs-72267	1788	17	after	after	SCONJ
afs-72267	1788	18	the	the	DET
afs-72267	1788	19	funds	fund	NOUN
afs-72267	1788	20	have	have	AUX
afs-72267	1788	21	been	be	AUX
afs-72267	1788	22	allocated	allocate	VERB
afs-72267	1788	23	.	.	PUNCT
afs-72267	1789	1	the	the	DET
afs-72267	1789	2	effects	effect	NOUN
afs-72267	1789	3	of	of	ADP
afs-72267	1789	4	research	research	NOUN
afs-72267	1789	5	thus	thus	ADV
afs-72267	1789	6	take	take	VERB
afs-72267	1789	7	place	place	NOUN
afs-72267	1789	8	at	at	ADP
afs-72267	1789	9	once	once	ADV
afs-72267	1789	10	instead	instead	ADV
afs-72267	1789	11	of	of	ADP
afs-72267	1789	12	being	be	AUX
afs-72267	1789	13	distributed	distribute	VERB
afs-72267	1789	14	over	over	ADP
afs-72267	1789	15	a	a	DET
afs-72267	1789	16	period	period	NOUN
afs-72267	1789	17	of	of	ADP
afs-72267	1789	18	years	year	NOUN
afs-72267	1789	19	,	,	PUNCT
afs-72267	1789	20	as	as	ADP
afs-72267	1789	21	in	in	ADP
afs-72267	1789	22	the	the	DET
afs-72267	1789	23	case	case	NOUN
afs-72267	1789	24	of	of	ADP
afs-72267	1789	25	a	a	DET
afs-72267	1789	26	distributed	distribute	VERB
afs-72267	1789	27	lag	lag	NOUN
afs-72267	1789	28	.	.	PUNCT
afs-72267	1790	1	the	the	DET
afs-72267	1790	2	estimated	estimate	VERB
afs-72267	1790	3	lags	lag	NOUN
afs-72267	1790	4	are	be	AUX
afs-72267	1790	5	allowed	allow	VERB
afs-72267	1790	6	to	to	PART
afs-72267	1790	7	vary	vary	VERB
afs-72267	1790	8	between	between	ADP
afs-72267	1790	9	two	two	NUM
afs-72267	1790	10	and	and	CCONJ
afs-72267	1790	11	15	15	NUM
afs-72267	1790	12	years	year	NOUN
afs-72267	1790	13	.	.	PUNCT
afs-72267	1791	1	the	the	DET
afs-72267	1791	2	results	result	NOUN
afs-72267	1791	3	of	of	ADP
afs-72267	1791	4	the	the	DET
afs-72267	1791	5	estimations	estimation	NOUN
afs-72267	1791	6	are	be	AUX
afs-72267	1791	7	not	not	PART
afs-72267	1791	8	very	very	ADV
afs-72267	1791	9	encouraging	encouraging	ADJ
afs-72267	1791	10	.	.	PUNCT
afs-72267	1792	1	when	when	SCONJ
afs-72267	1792	2	simple	simple	ADJ
afs-72267	1792	3	lags	lag	NOUN
afs-72267	1792	4	of	of	ADP
afs-72267	1792	5	less	less	ADJ
afs-72267	1792	6	than	than	ADP
afs-72267	1792	7	ten	ten	NUM
afs-72267	1792	8	323	323	NUM
afs-72267	1792	9	years	year	NOUN
afs-72267	1792	10	were	be	AUX
afs-72267	1792	11	included	include	VERB
afs-72267	1792	12	in	in	ADP
afs-72267	1792	13	the	the	DET
afs-72267	1792	14	previous	previous	ADJ
afs-72267	1792	15	regressions	regression	NOUN
afs-72267	1792	16	(	(	PUNCT
afs-72267	1792	17	1	1	NUM
afs-72267	1792	18	)	)	PUNCT
afs-72267	1792	19	—	—	PUNCT
afs-72267	1792	20	(	(	PUNCT
afs-72267	1792	21	17	17	NUM
afs-72267	1792	22	)	)	PUNCT
afs-72267	1792	23	,	,	PUNCT
afs-72267	1792	24	almost	almost	ADV
afs-72267	1792	25	all	all	PRON
afs-72267	1792	26	of	of	ADP
afs-72267	1792	27	them	they	PRON
afs-72267	1792	28	showed	show	VERB
afs-72267	1792	29	the	the	DET
afs-72267	1792	30	same	same	ADJ
afs-72267	1792	31	tendency	tendency	NOUN
afs-72267	1792	32	.	.	PUNCT
afs-72267	1793	1	the	the	DET
afs-72267	1793	2	coefficient	coefficient	NOUN
afs-72267	1793	3	of	of	ADP
afs-72267	1793	4	determination	determination	NOUN
afs-72267	1793	5	falls	fall	VERB
afs-72267	1793	6	,	,	PUNCT
afs-72267	1793	7	the	the	DET
afs-72267	1793	8	drop	drop	NOUN
afs-72267	1793	9	being	be	AUX
afs-72267	1793	10	greater	great	ADJ
afs-72267	1793	11	the	the	PRON
afs-72267	1793	12	longer	long	ADV
afs-72267	1793	13	the	the	DET
afs-72267	1793	14	lag	lag	NOUN
afs-72267	1793	15	is	be	AUX
afs-72267	1793	16	.	.	PUNCT
afs-72267	1794	1	the	the	DET
afs-72267	1794	2	research	research	NOUN
afs-72267	1794	3	coefficient	coefficient	NOUN
afs-72267	1794	4	decreases	decrease	VERB
afs-72267	1794	5	in	in	ADP
afs-72267	1794	6	the	the	DET
afs-72267	1794	7	beginning	beginning	NOUN
afs-72267	1794	8	and	and	CCONJ
afs-72267	1794	9	partly	partly	ADV
afs-72267	1794	10	becomes	become	VERB
afs-72267	1794	11	negative	negative	ADJ
afs-72267	1794	12	when	when	SCONJ
afs-72267	1794	13	lags	lag	NOUN
afs-72267	1794	14	of	of	ADP
afs-72267	1794	15	four	four	NUM
afs-72267	1794	16	to	to	PART
afs-72267	1794	17	eight	eight	NUM
afs-72267	1794	18	years	year	NOUN
afs-72267	1794	19	are	be	AUX
afs-72267	1794	20	added	add	VERB
afs-72267	1794	21	and	and	CCONJ
afs-72267	1794	22	so	so	ADV
afs-72267	1794	23	does	do	VERB
afs-72267	1794	24	the	the	DET
afs-72267	1794	25	significance	significance	NOUN
afs-72267	1794	26	,	,	PUNCT
afs-72267	1794	27	which	which	PRON
afs-72267	1794	28	makes	make	VERB
afs-72267	1794	29	it	it	PRON
afs-72267	1794	30	hard	hard	ADJ
afs-72267	1794	31	to	to	PART
afs-72267	1794	32	believe	believe	VERB
afs-72267	1794	33	the	the	DET
afs-72267	1794	34	coefficients	coefficient	NOUN
afs-72267	1794	35	.	.	PUNCT
afs-72267	1795	1	for	for	ADP
afs-72267	1795	2	lags	lag	NOUN
afs-72267	1795	3	less	less	ADJ
afs-72267	1795	4	than	than	ADP
afs-72267	1795	5	ten	ten	NUM
afs-72267	1795	6	years	year	NOUN
afs-72267	1795	7	the	the	DET
afs-72267	1795	8	same	same	ADJ
afs-72267	1795	9	autocorrelation	autocorrelation	NOUN
afs-72267	1795	10	problem	problem	NOUN
afs-72267	1795	11	as	as	SCONJ
afs-72267	1795	12	earlier	early	ADV
afs-72267	1795	13	appears	appear	VERB
afs-72267	1795	14	.	.	PUNCT
afs-72267	1796	1	the	the	DET
afs-72267	1796	2	highest	high	ADJ
afs-72267	1796	3	coefficient	coefficient	NOUN
afs-72267	1796	4	of	of	ADP
afs-72267	1796	5	determination	determination	NOUN
afs-72267	1796	6	(	(	PUNCT
afs-72267	1796	7	0.991	0.991	NUM
afs-72267	1796	8	—	—	PUNCT
afs-72267	1796	9	0.997	0.997	NUM
afs-72267	1796	10	)	)	PUNCT
afs-72267	1796	11	,	,	PUNCT
afs-72267	1796	12	the	the	DET
afs-72267	1796	13	best	good	ADJ
afs-72267	1796	14	significance	significance	NOUN
afs-72267	1796	15	and	and	CCONJ
afs-72267	1796	16	the	the	DET
afs-72267	1796	17	least	least	ADJ
afs-72267	1796	18	serially	serially	ADV
afs-72267	1796	19	correlated	correlate	VERB
afs-72267	1796	20	errors	error	NOUN
afs-72267	1796	21	are	be	AUX
afs-72267	1796	22	achieved	achieve	VERB
afs-72267	1796	23	in	in	ADP
afs-72267	1796	24	regressions	regression	NOUN
afs-72267	1796	25	where	where	SCONJ
afs-72267	1796	26	the	the	DET
afs-72267	1796	27	traditional	traditional	ADJ
afs-72267	1796	28	variables	variable	NOUN
afs-72267	1796	29	are	be	AUX
afs-72267	1796	30	defined	define	VERB
afs-72267	1796	31	on	on	ADP
afs-72267	1796	32	farm	farm	NOUN
afs-72267	1796	33	level	level	NOUN
afs-72267	1796	34	.	.	PUNCT
afs-72267	1797	1	estimations	estimation	NOUN
afs-72267	1797	2	using	use	VERB
afs-72267	1797	3	lags	lag	NOUN
afs-72267	1797	4	of	of	ADP
afs-72267	1797	5	12—13	12—13	NUM
afs-72267	1797	6	years	year	NOUN
afs-72267	1797	7	are	be	AUX
afs-72267	1797	8	somewhat	somewhat	ADV
afs-72267	1797	9	more	more	ADV
afs-72267	1797	10	encouraging	encouraging	ADJ
afs-72267	1797	11	,	,	PUNCT
afs-72267	1797	12	since	since	SCONJ
afs-72267	1797	13	they	they	PRON
afs-72267	1797	14	are	be	AUX
afs-72267	1797	15	both	both	ADV
afs-72267	1797	16	positive	positive	ADJ
afs-72267	1797	17	and	and	CCONJ
afs-72267	1797	18	significant	significant	ADJ
afs-72267	1797	19	.	.	PUNCT
afs-72267	1798	1	the	the	DET
afs-72267	1798	2	serial	serial	ADJ
afs-72267	1798	3	correlation	correlation	NOUN
afs-72267	1798	4	of	of	ADP
afs-72267	1798	5	errors	error	NOUN
afs-72267	1798	6	is	be	AUX
afs-72267	1798	7	also	also	ADV
afs-72267	1798	8	less	less	ADV
afs-72267	1798	9	here	here	ADV
afs-72267	1798	10	(	(	PUNCT
afs-72267	1798	11	durbinwatson	durbinwatson	NOUN
afs-72267	1798	12	test	test	NOUN
afs-72267	1798	13	value	value	NOUN
afs-72267	1798	14	=	=	SYM
afs-72267	1798	15	1.45—1.75	1.45—1.75	PROPN
afs-72267	1798	16	for	for	ADP
afs-72267	1798	17	the	the	DET
afs-72267	1798	18	regressions	regression	NOUN
afs-72267	1798	19	in	in	ADP
afs-72267	1798	20	next	next	ADJ
afs-72267	1798	21	table	table	NOUN
afs-72267	1798	22	)	)	PUNCT
afs-72267	1798	23	.	.	PUNCT
afs-72267	1799	1	closer	close	ADJ
afs-72267	1799	2	inspection	inspection	NOUN
afs-72267	1799	3	of	of	ADP
afs-72267	1799	4	figure	figure	NOUN
afs-72267	1799	5	17	17	NUM
afs-72267	1799	6	,	,	PUNCT
afs-72267	1799	7	however	however	ADV
afs-72267	1799	8	,	,	PUNCT
afs-72267	1799	9	shows	show	VERB
afs-72267	1799	10	this	this	PRON
afs-72267	1799	11	should	should	AUX
afs-72267	1799	12	not	not	PART
afs-72267	1799	13	be	be	AUX
afs-72267	1799	14	surprising	surprising	ADJ
afs-72267	1799	15	,	,	PUNCT
afs-72267	1799	16	as	as	SCONJ
afs-72267	1799	17	the	the	DET
afs-72267	1799	18	autocorrelated	autocorrelated	ADJ
afs-72267	1799	19	errors	error	NOUN
afs-72267	1799	20	seem	seem	VERB
afs-72267	1799	21	to	to	PART
afs-72267	1799	22	appear	appear	VERB
afs-72267	1799	23	mostly	mostly	ADV
afs-72267	1799	24	in	in	ADP
afs-72267	1799	25	the	the	DET
afs-72267	1799	26	early	early	ADJ
afs-72267	1799	27	part	part	NOUN
afs-72267	1799	28	of	of	ADP
afs-72267	1799	29	the	the	DET
afs-72267	1799	30	time	time	NOUN
afs-72267	1799	31	series	series	PROPN
afs-72267	1799	32	.	.	PUNCT
afs-72267	1800	1	lags	lag	NOUN
afs-72267	1800	2	of	of	ADP
afs-72267	1800	3	ten	ten	NUM
afs-72267	1800	4	years	year	NOUN
afs-72267	1800	5	or	or	CCONJ
afs-72267	1800	6	more	more	ADJ
afs-72267	1800	7	only	only	ADV
afs-72267	1800	8	make	make	VERB
afs-72267	1800	9	it	it	PRON
afs-72267	1800	10	possible	possible	ADJ
afs-72267	1800	11	to	to	PART
afs-72267	1800	12	estimate	estimate	VERB
afs-72267	1800	13	the	the	DET
afs-72267	1800	14	period	period	NOUN
afs-72267	1800	15	of	of	ADP
afs-72267	1800	16	1960	1960	NUM
afs-72267	1800	17	—	—	PUNCT
afs-72267	1800	18	1984	1984	NUM
afs-72267	1800	19	,	,	PUNCT
afs-72267	1800	20	which	which	PRON
afs-72267	1800	21	automatically	automatically	ADV
afs-72267	1800	22	eliminates	eliminate	VERB
afs-72267	1800	23	the	the	DET
afs-72267	1800	24	problematic	problematic	ADJ
afs-72267	1800	25	period	period	NOUN
afs-72267	1800	26	of	of	ADP
afs-72267	1800	27	serially	serially	ADV
afs-72267	1800	28	correlated	correlate	VERB
afs-72267	1800	29	errors	error	NOUN
afs-72267	1800	30	.	.	PUNCT
afs-72267	1801	1	it	it	PRON
afs-72267	1801	2	can	can	AUX
afs-72267	1801	3	therefore	therefore	ADV
afs-72267	1801	4	be	be	AUX
afs-72267	1801	5	doubted	doubt	VERB
afs-72267	1801	6	whether	whether	SCONJ
afs-72267	1801	7	the	the	DET
afs-72267	1801	8	longer	long	ADJ
afs-72267	1801	9	simple	simple	ADJ
afs-72267	1801	10	lags	lag	NOUN
afs-72267	1801	11	of	of	ADP
afs-72267	1801	12	12—13	12—13	NUM
afs-72267	1801	13	years	year	NOUN
afs-72267	1801	14	are	be	AUX
afs-72267	1801	15	any	any	ADV
afs-72267	1801	16	better	well	ADJ
afs-72267	1801	17	.	.	PUNCT
afs-72267	1802	1	in	in	ADP
afs-72267	1802	2	order	order	NOUN
afs-72267	1802	3	to	to	PART
afs-72267	1802	4	illustrate	illustrate	VERB
afs-72267	1802	5	the	the	DET
afs-72267	1802	6	simple	simple	ADJ
afs-72267	1802	7	lags	lag	NOUN
afs-72267	1802	8	,	,	PUNCT
afs-72267	1802	9	the	the	DET
afs-72267	1802	10	estimates	estimate	NOUN
afs-72267	1802	11	for	for	ADP
afs-72267	1802	12	public	public	ADJ
afs-72267	1802	13	research	research	NOUN
afs-72267	1802	14	for	for	ADP
afs-72267	1802	15	two	two	NUM
afs-72267	1802	16	different	different	ADJ
afs-72267	1802	17	sets	set	NOUN
afs-72267	1802	18	of	of	ADP
afs-72267	1802	19	regressions	regression	NOUN
afs-72267	1802	20	are	be	AUX
afs-72267	1802	21	presented	present	VERB
afs-72267	1802	22	in	in	ADP
afs-72267	1802	23	table	table	NOUN
afs-72267	1802	24	22	22	NUM
afs-72267	1802	25	.	.	PUNCT
afs-72267	1803	1	when	when	SCONJ
afs-72267	1803	2	no	no	DET
afs-72267	1803	3	lags	lag	NOUN
afs-72267	1803	4	are	be	AUX
afs-72267	1803	5	included	include	VERB
afs-72267	1803	6	the	the	DET
afs-72267	1803	7	regressions	regression	NOUN
afs-72267	1803	8	are	be	AUX
afs-72267	1803	9	similar	similar	ADJ
afs-72267	1803	10	to	to	ADP
afs-72267	1803	11	regressions	regression	NOUN
afs-72267	1803	12	(	(	PUNCT
afs-72267	1803	13	9	9	NUM
afs-72267	1803	14	)	)	PUNCT
afs-72267	1803	15	and	and	CCONJ
afs-72267	1803	16	(	(	PUNCT
afs-72267	1803	17	12	12	NUM
afs-72267	1803	18	)	)	PUNCT
afs-72267	1803	19	in	in	ADP
afs-72267	1803	20	tables	table	NOUN
afs-72267	1803	21	13	13	NUM
afs-72267	1803	22	and	and	CCONJ
afs-72267	1803	23	14	14	NUM
afs-72267	1803	24	.	.	PUNCT
afs-72267	1804	1	from	from	ADP
afs-72267	1804	2	the	the	DET
afs-72267	1804	3	table	table	NOUN
afs-72267	1804	4	it	it	PRON
afs-72267	1804	5	is	be	AUX
afs-72267	1804	6	clear	clear	ADJ
afs-72267	1804	7	that	that	SCONJ
afs-72267	1804	8	only	only	ADV
afs-72267	1804	9	estimates	estimate	NOUN
afs-72267	1804	10	which	which	PRON
afs-72267	1804	11	include	include	VERB
afs-72267	1804	12	lags	lag	NOUN
afs-72267	1804	13	of	of	ADP
afs-72267	1804	14	13	13	NUM
afs-72267	1804	15	years	year	NOUN
afs-72267	1804	16	are	be	AUX
afs-72267	1804	17	both	both	ADV
afs-72267	1804	18	positive	positive	ADJ
afs-72267	1804	19	and	and	CCONJ
afs-72267	1804	20	significant	significant	ADJ
afs-72267	1804	21	.	.	PUNCT
afs-72267	1805	1	these	these	DET
afs-72267	1805	2	elasticity	elasticity	NOUN
afs-72267	1805	3	estimates	estimate	NOUN
afs-72267	1805	4	were	be	AUX
afs-72267	1805	5	also	also	ADV
afs-72267	1805	6	higher	high	ADJ
afs-72267	1805	7	than	than	ADP
afs-72267	1805	8	the	the	DET
afs-72267	1805	9	estimates	estimate	NOUN
afs-72267	1805	10	in	in	ADP
afs-72267	1805	11	regressions	regression	NOUN
afs-72267	1805	12	(	(	PUNCT
afs-72267	1805	13	9	9	NUM
afs-72267	1805	14	)	)	PUNCT
afs-72267	1805	15	and	and	CCONJ
afs-72267	1805	16	(	(	PUNCT
afs-72267	1805	17	12	12	NUM
afs-72267	1805	18	)	)	PUNCT
afs-72267	1805	19	.	.	PUNCT
afs-72267	1806	1	it	it	PRON
afs-72267	1806	2	was	be	AUX
afs-72267	1806	3	,	,	PUNCT
afs-72267	1806	4	however	however	ADV
afs-72267	1806	5	,	,	PUNCT
afs-72267	1806	6	already	already	ADV
afs-72267	1806	7	pointed	point	VERB
afs-72267	1806	8	out	out	ADP
afs-72267	1806	9	that	that	SCONJ
afs-72267	1806	10	there	there	PRON
afs-72267	1806	11	is	be	VERB
afs-72267	1806	12	reason	reason	NOUN
afs-72267	1806	13	to	to	PART
afs-72267	1806	14	believe	believe	VERB
afs-72267	1806	15	this	this	PRON
afs-72267	1806	16	is	be	AUX
afs-72267	1806	17	because	because	SCONJ
afs-72267	1806	18	of	of	ADP
afs-72267	1806	19	theproblems	theproblem	NOUN
afs-72267	1806	20	inherent	inherent	ADJ
afs-72267	1806	21	in	in	ADP
afs-72267	1806	22	the	the	DET
afs-72267	1806	23	time	time	NOUN
afs-72267	1806	24	series	series	NOUN
afs-72267	1806	25	.	.	PUNCT
afs-72267	1807	1	in	in	ADP
afs-72267	1807	2	addition	addition	NOUN
afs-72267	1807	3	,	,	PUNCT
afs-72267	1807	4	the	the	DET
afs-72267	1807	5	above	above	ADJ
afs-72267	1807	6	table	table	NOUN
afs-72267	1807	7	does	do	AUX
afs-72267	1807	8	not	not	PART
afs-72267	1807	9	show	show	VERB
afs-72267	1807	10	the	the	DET
afs-72267	1807	11	negative	negative	ADJ
afs-72267	1807	12	parameter	parameter	NOUN
afs-72267	1807	13	estimates	estimate	NOUN
afs-72267	1807	14	of	of	ADP
afs-72267	1807	15	the	the	DET
afs-72267	1807	16	other	other	ADJ
afs-72267	1807	17	elasticities	elasticity	NOUN
afs-72267	1807	18	,	,	PUNCT
afs-72267	1807	19	which	which	PRON
afs-72267	1807	20	appeared	appear	VERB
afs-72267	1807	21	regularly	regularly	ADV
afs-72267	1807	22	in	in	ADP
afs-72267	1807	23	the	the	DET
afs-72267	1807	24	regressions	regression	NOUN
afs-72267	1807	25	(	(	PUNCT
afs-72267	1807	26	the	the	DET
afs-72267	1807	27	intercorrelation	intercorrelation	NOUN
afs-72267	1807	28	problem	problem	NOUN
afs-72267	1807	29	is	be	AUX
afs-72267	1807	30	the	the	DET
afs-72267	1807	31	same	same	ADJ
afs-72267	1807	32	as	as	ADP
afs-72267	1807	33	earlier	early	ADV
afs-72267	1807	34	)	)	PUNCT
afs-72267	1807	35	.	.	PUNCT
afs-72267	1808	1	table	table	NOUN
afs-72267	1808	2	22	22	NUM
afs-72267	1808	3	.	.	PUNCT
afs-72267	1809	1	the	the	DET
afs-72267	1809	2	coefficient	coefficient	NOUN
afs-72267	1809	3	of	of	ADP
afs-72267	1809	4	research	research	NOUN
afs-72267	1809	5	for	for	ADP
afs-72267	1809	6	different	different	ADJ
afs-72267	1809	7	values	value	NOUN
afs-72267	1809	8	on	on	ADP
afs-72267	1809	9	the	the	DET
afs-72267	1809	10	simple	simple	ADJ
afs-72267	1809	11	lags	lag	NOUN
afs-72267	1809	12	.	.	PUNCT
afs-72267	1810	1	the	the	DET
afs-72267	1810	2	table	table	NOUN
afs-72267	1810	3	corresponds	correspond	VERB
afs-72267	1810	4	to	to	ADP
afs-72267	1810	5	(	(	PUNCT
afs-72267	1810	6	9	9	NUM
afs-72267	1810	7	)	)	PUNCT
afs-72267	1810	8	and	and	CCONJ
afs-72267	1810	9	(	(	PUNCT
afs-72267	1810	10	12	12	NUM
afs-72267	1810	11	)	)	PUNCT
afs-72267	1810	12	.	.	PUNCT
afs-72267	1811	1	length	length	NOUN
afs-72267	1811	2	of	of	ADP
afs-72267	1811	3	coefficient	coefficient	NOUN
afs-72267	1811	4	of	of	ADP
afs-72267	1811	5	research	research	NOUN
afs-72267	1811	6	8	8	NUM
afs-72267	1811	7	'	'	PUNCT
afs-72267	1811	8	(	(	PUNCT
afs-72267	1811	9	9	9	NUM
afs-72267	1811	10	)	)	PUNCT
afs-72267	1811	11	s.l	s.l	PROPN
afs-72267	1811	12	.	.	PUNCT
afs-72267	1812	1	(	(	PUNCT
afs-72267	1812	2	12	12	NUM
afs-72267	1812	3	)	)	PUNCT
afs-72267	1812	4	s.l	s.l	PROPN
afs-72267	1812	5	.	.	NOUN
afs-72267	1813	1	in	in	ADP
afs-72267	1813	2	years	year	NOUN
afs-72267	1813	3	2	2	NUM
afs-72267	1813	4	0.016	0.016	NUM
afs-72267	1813	5	0.694	0.694	NUM
afs-72267	1813	6	0.035	0.035	NUM
afs-72267	1813	7	0.296	0.296	NUM
afs-72267	1813	8	3	3	NUM
afs-72267	1813	9	0.013	0.013	NUM
afs-72267	1813	10	0.741	0.741	NUM
afs-72267	1813	11	0.028	0.028	NUM
afs-72267	1813	12	0.401	0.401	NUM
afs-72267	1813	13	4	4	NUM
afs-72267	1813	14	—	—	PUNCT
afs-72267	1813	15	0.041	0.041	NUM
afs-72267	1813	16	0.318	0.318	NUM
afs-72267	1813	17	0.002	0.002	NUM
afs-72267	1813	18	0.941	0.941	NUM
afs-72267	1813	19	5	5	NUM
afs-72267	1813	20	—	—	PUNCT
afs-72267	1813	21	o.obb	o.obb	VERB
afs-72267	1813	22	0.027	0.027	NUM
afs-72267	1813	23	—	—	PUNCT
afs-72267	1813	24	0.034	0.034	NUM
afs-72267	1813	25	0.312	0.312	NUM
afs-72267	1813	26	6	6	NUM
afs-72267	1813	27	—	—	PUNCT
afs-72267	1813	28	0.046	0.046	NUM
afs-72267	1813	29	0.194	0.194	NUM
afs-72267	1813	30	—	—	PUNCT
afs-72267	1813	31	0.014	0.014	NUM
afs-72267	1813	32	0.629	0.629	NUM
afs-72267	1813	33	7	7	NUM
afs-72267	1813	34	—	—	PUNCT
afs-72267	1813	35	0.048	0.048	NUM
afs-72267	1813	36	0.163	0.163	NUM
afs-72267	1813	37	—	—	PUNCT
afs-72267	1813	38	0.009	0.009	NUM
afs-72267	1813	39	0.763	0.763	NUM
afs-72267	1813	40	8	8	NUM
afs-72267	1813	41	—	—	PUNCT
afs-72267	1813	42	0.021	0.021	NUM
afs-72267	1813	43	0.555	0.555	NUM
afs-72267	1813	44	0.016	0.016	NUM
afs-72267	1813	45	0.629	0.629	NUM
afs-72267	1813	46	9	9	NUM
afs-72267	1813	47	0.000	0.000	NUM
afs-72267	1813	48	0.991	0.991	NUM
afs-72267	1813	49	0.014	0.014	NUM
afs-72267	1813	50	0.630	0.630	NUM
afs-72267	1813	51	10	10	NUM
afs-72267	1813	52	0.013	0.013	NUM
afs-72267	1813	53	0.663	0.663	NUM
afs-72267	1813	54	0.008	0.008	NUM
afs-72267	1813	55	0.762	0.762	NUM
afs-72267	1813	56	11	11	NUM
afs-72267	1813	57	0.003	0.003	NUM
afs-72267	1813	58	0.931	0.931	NUM
afs-72267	1813	59	0.010	0.010	NUM
afs-72267	1813	60	0.752	0.752	NUM
afs-72267	1813	61	12	12	NUM
afs-72267	1813	62	0.033	0.033	NUM
afs-72267	1813	63	0.359	0.359	NUM
afs-72267	1813	64	0.046	0.046	NUM
afs-72267	1813	65	0.194	0.194	NUM
afs-72267	1813	66	13	13	NUM
afs-72267	1813	67	0.092	0.092	NUM
afs-72267	1813	68	0.005	0.005	NUM
afs-72267	1813	69	0.089	0.089	NUM
afs-72267	1813	70	0.006	0.006	NUM
afs-72267	1813	71	14	14	NUM
afs-72267	1813	72	0.089	0.089	NUM
afs-72267	1813	73	0.019	0.019	NUM
afs-72267	1813	74	0.084	0.084	NUM
afs-72267	1813	75	0.033	0.033	NUM
afs-72267	1813	76	15	15	NUM
afs-72267	1813	77	—	—	PUNCT
afs-72267	1813	78	0.021	0.021	NUM
afs-72267	1813	79	0.642	0.642	NUM
afs-72267	1813	80	—	—	PUNCT
afs-72267	1813	81	0.038	0.038	NUM
afs-72267	1813	82	0.432	0.432	NUM
afs-72267	1813	83	a	a	DET
afs-72267	1813	84	conlusion	conlusion	NOUN
afs-72267	1813	85	of	of	ADP
afs-72267	1813	86	the	the	DET
afs-72267	1813	87	simple	simple	ADJ
afs-72267	1813	88	lag	lag	NOUN
afs-72267	1813	89	regressions	regression	NOUN
afs-72267	1813	90	is	be	AUX
afs-72267	1813	91	that	that	SCONJ
afs-72267	1813	92	the	the	DET
afs-72267	1813	93	lag	lag	NOUN
afs-72267	1813	94	structure	structure	NOUN
afs-72267	1813	95	should	should	AUX
afs-72267	1813	96	be	be	AUX
afs-72267	1813	97	subject	subject	ADJ
afs-72267	1813	98	to	to	ADP
afs-72267	1813	99	more	more	ADV
afs-72267	1813	100	advanced	advanced	ADJ
afs-72267	1813	101	methods	method	NOUN
afs-72267	1813	102	of	of	ADP
afs-72267	1813	103	analysis	analysis	NOUN
afs-72267	1813	104	.	.	PUNCT
afs-72267	1814	1	in	in	ADP
afs-72267	1814	2	spite	spite	NOUN
afs-72267	1814	3	of	of	ADP
afs-72267	1814	4	the	the	DET
afs-72267	1814	5	problems	problem	NOUN
afs-72267	1814	6	encountered	encounter	VERB
afs-72267	1814	7	,	,	PUNCT
afs-72267	1814	8	some	some	DET
afs-72267	1814	9	estimations	estimation	NOUN
afs-72267	1814	10	including	include	VERB
afs-72267	1814	11	almon	almon	PROPN
afs-72267	1814	12	lags	lag	NOUN
afs-72267	1814	13	are	be	AUX
afs-72267	1814	14	presented	present	VERB
afs-72267	1814	15	in	in	ADP
afs-72267	1814	16	the	the	DET
afs-72267	1814	17	next	next	ADJ
afs-72267	1814	18	section	section	NOUN
afs-72267	1814	19	.	.	PUNCT
afs-72267	1815	1	5.2.2	5.2.2	NUM
afs-72267	1815	2	.	.	PUNCT
afs-72267	1815	3	regressions	regression	NOUN
afs-72267	1815	4	with	with	ADP
afs-72267	1815	5	almon	almon	PROPN
afs-72267	1815	6	lags	lag	VERB
afs-72267	1815	7	the	the	DET
afs-72267	1815	8	a	a	DET
afs-72267	1815	9	priori	priori	ADJ
afs-72267	1815	10	assumption	assumption	NOUN
afs-72267	1815	11	of	of	ADP
afs-72267	1815	12	a	a	DET
afs-72267	1815	13	polynomially	polynomially	ADV
afs-72267	1815	14	distributed	distribute	VERB
afs-72267	1815	15	(	(	PUNCT
afs-72267	1815	16	almon	almon	PROPN
afs-72267	1815	17	)	)	PUNCT
afs-72267	1815	18	lag	lag	PROPN
afs-72267	1815	19	revealed	reveal	VERB
afs-72267	1815	20	significant	significant	ADJ
afs-72267	1815	21	drawbacks	drawback	NOUN
afs-72267	1815	22	.	.	PUNCT
afs-72267	1816	1	not	not	PART
afs-72267	1816	2	only	only	ADV
afs-72267	1816	3	were	be	AUX
afs-72267	1816	4	the	the	DET
afs-72267	1816	5	estimates	estimate	NOUN
afs-72267	1816	6	of	of	ADP
afs-72267	1816	7	elasticity	elasticity	NOUN
afs-72267	1816	8	with	with	ADP
afs-72267	1816	9	respect	respect	NOUN
afs-72267	1816	10	to	to	ADP
afs-72267	1816	11	research	research	NOUN
afs-72267	1816	12	including	include	VERB
afs-72267	1816	13	a	a	DET
afs-72267	1816	14	polynomial	polynomial	ADJ
afs-72267	1816	15	lag	lag	NOUN
afs-72267	1816	16	mostly	mostly	ADV
afs-72267	1816	17	insignificant	insignificant	ADJ
afs-72267	1816	18	;	;	PUNCT
afs-72267	1816	19	they	they	PRON
afs-72267	1816	20	were	be	AUX
afs-72267	1816	21	also	also	ADV
afs-72267	1816	22	negative	negative	ADJ
afs-72267	1816	23	,	,	PUNCT
afs-72267	1816	24	indicating	indicate	VERB
afs-72267	1816	25	a	a	DET
afs-72267	1816	26	negative	negative	ADJ
afs-72267	1816	27	coefficient	coefficient	NOUN
afs-72267	1816	28	for	for	ADP
afs-72267	1816	29	research	research	NOUN
afs-72267	1816	30	,	,	PUNCT
afs-72267	1816	31	which	which	PRON
afs-72267	1816	32	is	be	AUX
afs-72267	1816	33	most	most	ADV
afs-72267	1816	34	improbable	improbable	ADJ
afs-72267	1816	35	.	.	PUNCT
afs-72267	1817	1	in	in	ADP
afs-72267	1817	2	addition	addition	NOUN
afs-72267	1817	3	,	,	PUNCT
afs-72267	1817	4	the	the	DET
afs-72267	1817	5	size	size	NOUN
afs-72267	1817	6	of	of	ADP
afs-72267	1817	7	the	the	DET
afs-72267	1817	8	estimated	estimate	VERB
afs-72267	1817	9	coefficients	coefficient	NOUN
afs-72267	1817	10	varied	varied	ADJ
afs-72267	1817	11	to	to	ADP
afs-72267	1817	12	a	a	DET
afs-72267	1817	13	large	large	ADJ
afs-72267	1817	14	degree	degree	NOUN
afs-72267	1817	15	.	.	PUNCT
afs-72267	1818	1	this	this	PRON
afs-72267	1818	2	may	may	AUX
afs-72267	1818	3	be	be	AUX
afs-72267	1818	4	caused	cause	VERB
afs-72267	1818	5	by	by	ADP
afs-72267	1818	6	intercorrelation	intercorrelation	NOUN
afs-72267	1818	7	between	between	ADP
afs-72267	1818	8	the	the	DET
afs-72267	1818	9	various	various	ADJ
afs-72267	1818	10	research	research	NOUN
afs-72267	1818	11	variables	variable	NOUN
afs-72267	1818	12	in	in	ADP
afs-72267	1818	13	the	the	DET
afs-72267	1818	14	lag	lag	NOUN
afs-72267	1818	15	structure	structure	NOUN
afs-72267	1818	16	,	,	PUNCT
afs-72267	1818	17	but	but	CCONJ
afs-72267	1818	18	it	it	PRON
afs-72267	1818	19	is	be	AUX
afs-72267	1818	20	more	more	ADV
afs-72267	1818	21	likely	likely	ADJ
afs-72267	1818	22	that	that	SCONJ
afs-72267	1818	23	thealmon	thealmon	NOUN
afs-72267	1818	24	lags	lag	VERB
afs-72267	1818	25	do	do	AUX
afs-72267	1818	26	not	not	PART
afs-72267	1818	27	fit	fit	VERB
afs-72267	1818	28	the	the	DET
afs-72267	1818	29	dataand	dataand	NOUN
afs-72267	1818	30	thus	thus	ADV
afs-72267	1818	31	can	can	AUX
afs-72267	1818	32	not	not	PART
afs-72267	1818	33	give	give	VERB
afs-72267	1818	34	any	any	DET
afs-72267	1818	35	sensible	sensible	ADJ
afs-72267	1818	36	results	result	NOUN
afs-72267	1818	37	.	.	PUNCT
afs-72267	1819	1	the	the	DET
afs-72267	1819	2	polynomial	polynomial	ADJ
afs-72267	1819	3	lag	lag	NOUN
afs-72267	1819	4	behaved	behave	VERB
afs-72267	1819	5	similarly	similarly	ADV
afs-72267	1819	6	when	when	SCONJ
afs-72267	1819	7	applied	apply	VERB
afs-72267	1819	8	to	to	ADP
afs-72267	1819	9	a	a	DET
afs-72267	1819	10	linear	linear	ADJ
afs-72267	1819	11	function	function	NOUN
afs-72267	1819	12	.	.	PUNCT
afs-72267	1820	1	the	the	DET
afs-72267	1820	2	coefficient	coefficient	NOUN
afs-72267	1820	3	of	of	ADP
afs-72267	1820	4	determination	determination	NOUN
afs-72267	1820	5	was	be	AUX
afs-72267	1820	6	clearly	clearly	ADV
afs-72267	1820	7	lower	low	ADJ
afs-72267	1820	8	than	than	ADP
afs-72267	1820	9	for	for	ADP
afs-72267	1820	10	the	the	DET
afs-72267	1820	11	unlagged	unlagged	ADJ
afs-72267	1820	12	functions	function	NOUN
afs-72267	1820	13	except	except	SCONJ
afs-72267	1820	14	when	when	SCONJ
afs-72267	1820	15	traditional	traditional	ADJ
afs-72267	1820	16	variables	variable	NOUN
afs-72267	1820	17	were	be	AUX
afs-72267	1820	18	measured	measure	VERB
afs-72267	1820	19	at	at	ADP
afs-72267	1820	20	farm	farm	NOUN
afs-72267	1820	21	level	level	NOUN
afs-72267	1820	22	where	where	SCONJ
afs-72267	1820	23	this	this	DET
afs-72267	1820	24	difference	difference	NOUN
afs-72267	1820	25	not	not	PART
afs-72267	1820	26	was	be	AUX
afs-72267	1820	27	as	as	ADV
afs-72267	1820	28	noticeable	noticeable	ADJ
afs-72267	1820	29	.	.	PUNCT
afs-72267	1821	1	the	the	DET
afs-72267	1821	2	results	result	NOUN
afs-72267	1821	3	for	for	ADP
afs-72267	1821	4	almon	almon	PROPN
afs-72267	1821	5	lags	lag	NOUN
afs-72267	1821	6	of	of	ADP
afs-72267	1821	7	degree	degree	NOUN
afs-72267	1821	8	two	two	NUM
afs-72267	1821	9	and	and	CCONJ
afs-72267	1821	10	324	324	NUM
afs-72267	1821	11	three	three	NUM
afs-72267	1821	12	for	for	ADP
afs-72267	1821	13	three	three	NUM
afs-72267	1821	14	different	different	ADJ
afs-72267	1821	15	lengths	length	NOUN
afs-72267	1821	16	of	of	ADP
afs-72267	1821	17	the	the	DET
afs-72267	1821	18	lag	lag	NOUN
afs-72267	1821	19	are	be	AUX
afs-72267	1821	20	illustrated	illustrate	VERB
afs-72267	1821	21	in	in	ADP
afs-72267	1821	22	appendix	appendix	NOUN
afs-72267	1821	23	13	13	NUM
afs-72267	1821	24	.	.	PUNCT
afs-72267	1822	1	a	a	DET
afs-72267	1822	2	cumulated	cumulated	ADJ
afs-72267	1822	3	elasticity	elasticity	NOUN
afs-72267	1822	4	can	can	AUX
afs-72267	1822	5	be	be	AUX
afs-72267	1822	6	summed	sum	VERB
afs-72267	1822	7	up	up	ADP
afs-72267	1822	8	on	on	ADP
afs-72267	1822	9	the	the	DET
afs-72267	1822	10	basis	basis	NOUN
afs-72267	1822	11	of	of	ADP
afs-72267	1822	12	(	(	PUNCT
afs-72267	1822	13	3.36	3.36	NUM
afs-72267	1822	14	)	)	PUNCT
afs-72267	1822	15	.	.	PUNCT
afs-72267	1823	1	the	the	DET
afs-72267	1823	2	sum	sum	NOUN
afs-72267	1823	3	of	of	ADP
afs-72267	1823	4	estimated	estimate	VERB
afs-72267	1823	5	lag	lag	NOUN
afs-72267	1823	6	coefficients	coefficient	NOUN
afs-72267	1823	7	according	accord	VERB
afs-72267	1823	8	to	to	ADP
afs-72267	1823	9	this	this	PRON
afs-72267	1823	10	are	be	AUX
afs-72267	1823	11	as	as	SCONJ
afs-72267	1823	12	follows	follow	VERB
afs-72267	1823	13	(	(	PUNCT
afs-72267	1823	14	see	see	VERB
afs-72267	1823	15	table	table	NOUN
afs-72267	1823	16	23	23	NUM
afs-72267	1823	17	):	):	PUNCT
afs-72267	1823	18	table	table	NOUN
afs-72267	1823	19	23	23	NUM
afs-72267	1823	20	.	.	PUNCT
afs-72267	1824	1	sum	sum	NOUN
afs-72267	1824	2	of	of	ADP
afs-72267	1824	3	almon	almon	PROPN
afs-72267	1824	4	lag	lag	PROPN
afs-72267	1824	5	coefficients	coefficient	NOUN
afs-72267	1824	6	,	,	PUNCT
afs-72267	1824	7	a	a	DET
afs-72267	1824	8	=	=	NUM
afs-72267	1824	9	aggregated	aggregate	VERB
afs-72267	1824	10	conventional	conventional	ADJ
afs-72267	1824	11	variables	variable	NOUN
afs-72267	1824	12	,	,	PUNCT
afs-72267	1824	13	p	p	NOUN
afs-72267	1824	14	=	=	SYM
afs-72267	1824	15	conventional	conventional	ADJ
afs-72267	1824	16	variables	variable	NOUN
afs-72267	1824	17	per	per	ADP
afs-72267	1824	18	farm	farm	NOUN
afs-72267	1824	19	.	.	PUNCT
afs-72267	1825	1	sum	sum	NOUN
afs-72267	1825	2	of	of	ADP
afs-72267	1825	3	coefficients	coefficient	NOUN
afs-72267	1825	4	regreslength	regreslength	NOUN
afs-72267	1825	5	degree	degree	NOUN
afs-72267	1825	6	sion	sion	NOUN
afs-72267	1825	7	of	of	ADP
afs-72267	1825	8	lagof	lagof	PROPN
afs-72267	1825	9	lag	lag	VERB
afs-72267	1825	10	3	3	NUM
afs-72267	1825	11	2	2	NUM
afs-72267	1825	12	a	a	DET
afs-72267	1825	13	2	2	NUM
afs-72267	1825	14	p	p	NOUN
afs-72267	1825	15	3	3	NUM
afs-72267	1825	16	a	a	DET
afs-72267	1825	17	3	3	NUM
afs-72267	1825	18	p	p	NOUN
afs-72267	1825	19	2	2	NUM
afs-72267	1825	20	a	a	DET
afs-72267	1825	21	2	2	NUM
afs-72267	1825	22	p	p	NOUN
afs-72267	1825	23	3	3	NUM
afs-72267	1825	24	a	a	DET
afs-72267	1825	25	3	3	NUM
afs-72267	1825	26	p	p	NOUN
afs-72267	1825	27	2	2	NUM
afs-72267	1825	28	a	a	DET
afs-72267	1825	29	2	2	NUM
afs-72267	1825	30	p	p	NOUN
afs-72267	1825	31	3	3	NUM
afs-72267	1825	32	a	a	DET
afs-72267	1825	33	3	3	NUM
afs-72267	1825	34	p	p	NOUN
afs-72267	1825	35	0.047(34	0.047(34	NOUN
afs-72267	1825	36	)	)	PUNCT
afs-72267	1825	37	(	(	PUNCT
afs-72267	1825	38	35	35	NUM
afs-72267	1825	39	)	)	PUNCT
afs-72267	1825	40	(	(	PUNCT
afs-72267	1825	41	36	36	NUM
afs-72267	1825	42	)	)	PUNCT
afs-72267	1825	43	(	(	PUNCT
afs-72267	1825	44	37	37	NUM
afs-72267	1825	45	)	)	PUNCT
afs-72267	1825	46	(	(	PUNCT
afs-72267	1825	47	38	38	NUM
afs-72267	1825	48	)	)	PUNCT
afs-72267	1825	49	(	(	PUNCT
afs-72267	1825	50	39	39	NUM
afs-72267	1825	51	)	)	PUNCT
afs-72267	1825	52	(	(	PUNCT
afs-72267	1825	53	40	40	NUM
afs-72267	1825	54	)	)	PUNCT
afs-72267	1825	55	(	(	PUNCT
afs-72267	1825	56	41	41	NUM
afs-72267	1825	57	)	)	PUNCT
afs-72267	1825	58	(	(	PUNCT
afs-72267	1825	59	42	42	NUM
afs-72267	1825	60	)	)	PUNCT
afs-72267	1825	61	(	(	PUNCT
afs-72267	1825	62	43	43	NUM
afs-72267	1825	63	)	)	PUNCT
afs-72267	1825	64	(	(	PUNCT
afs-72267	1825	65	44	44	NUM
afs-72267	1825	66	)	)	PUNCT
afs-72267	1825	67	(	(	PUNCT
afs-72267	1825	68	45	45	NUM
afs-72267	1825	69	)	)	PUNCT
afs-72267	1825	70	0.0443	0.0443	NUM
afs-72267	1825	71	0.0463	0.0463	NUM
afs-72267	1825	72	0.0423	0.0423	NUM
afs-72267	1825	73	—	—	PUNCT
afs-72267	1825	74	0.2667	0.2667	NUM
afs-72267	1825	75	—	—	PUNCT
afs-72267	1825	76	0,0477	0,0477	NOUN
afs-72267	1825	77	7	7	NUM
afs-72267	1825	78	—	—	PUNCT
afs-72267	1825	79	0.266	0.266	NUM
afs-72267	1825	80	—	—	PUNCT
afs-72267	1825	81	0.0497	0.0497	NUM
afs-72267	1825	82	13	13	NUM
afs-72267	1825	83	—	—	PUNCT
afs-72267	1825	84	0.041	0.041	NUM
afs-72267	1825	85	13	13	NUM
afs-72267	1825	86	—	—	PUNCT
afs-72267	1825	87	0.064	0.064	NUM
afs-72267	1825	88	0.01913	0.01913	NUM
afs-72267	1825	89	13	13	NUM
afs-72267	1825	90	—	—	PUNCT
afs-72267	1825	91	0.026	0.026	NUM
afs-72267	1825	92	from	from	ADP
afs-72267	1825	93	table	table	NOUN
afs-72267	1825	94	23	23	NUM
afs-72267	1825	95	it	it	PRON
afs-72267	1825	96	is	be	AUX
afs-72267	1825	97	evident	evident	ADJ
afs-72267	1825	98	that	that	SCONJ
afs-72267	1825	99	the	the	DET
afs-72267	1825	100	negative	negative	ADJ
afs-72267	1825	101	sum	sum	NOUN
afs-72267	1825	102	of	of	ADP
afs-72267	1825	103	estimated	estimate	VERB
afs-72267	1825	104	lag	lag	NOUN
afs-72267	1825	105	coefficients	coefficient	NOUN
afs-72267	1825	106	is	be	AUX
afs-72267	1825	107	very	very	ADV
afs-72267	1825	108	illogical	illogical	ADJ
afs-72267	1825	109	.	.	PUNCT
afs-72267	1826	1	in	in	ADP
afs-72267	1826	2	addition	addition	NOUN
afs-72267	1826	3	,	,	PUNCT
afs-72267	1826	4	the	the	DET
afs-72267	1826	5	positive	positive	ADJ
afs-72267	1826	6	estimates	estimate	NOUN
afs-72267	1826	7	are	be	AUX
afs-72267	1826	8	often	often	ADV
afs-72267	1826	9	found	find	VERB
afs-72267	1826	10	in	in	ADP
afs-72267	1826	11	the	the	DET
afs-72267	1826	12	beginning	beginning	NOUN
afs-72267	1826	13	or	or	CCONJ
afs-72267	1826	14	at	at	ADP
afs-72267	1826	15	the	the	DET
afs-72267	1826	16	end	end	NOUN
afs-72267	1826	17	of	of	ADP
afs-72267	1826	18	each	each	DET
afs-72267	1826	19	lag	lag	NOUN
afs-72267	1826	20	,	,	PUNCT
afs-72267	1826	21	thus	thus	ADV
afs-72267	1826	22	indicating	indicate	VERB
afs-72267	1826	23	an	an	DET
afs-72267	1826	24	upside	upside	ADJ
afs-72267	1826	25	down	down	ADP
afs-72267	1826	26	bellshaped	bellshape	VERB
afs-72267	1826	27	structure	structure	NOUN
afs-72267	1826	28	(	(	PUNCT
afs-72267	1826	29	a	a	DET
afs-72267	1826	30	positive	positive	ADJ
afs-72267	1826	31	parable	parable	NOUN
afs-72267	1826	32	)	)	PUNCT
afs-72267	1826	33	of	of	ADP
afs-72267	1826	34	the	the	DET
afs-72267	1826	35	lag	lag	NOUN
afs-72267	1826	36	.	.	PUNCT
afs-72267	1827	1	the	the	DET
afs-72267	1827	2	choice	choice	NOUN
afs-72267	1827	3	of	of	ADP
afs-72267	1827	4	estimated	estimate	VERB
afs-72267	1827	5	polynomial	polynomial	ADJ
afs-72267	1827	6	sum	sum	NOUN
afs-72267	1827	7	of	of	ADP
afs-72267	1827	8	elasticities	elasticity	NOUN
afs-72267	1827	9	can	can	AUX
afs-72267	1827	10	not	not	PART
afs-72267	1827	11	be	be	AUX
afs-72267	1827	12	made	make	VERB
afs-72267	1827	13	upon	upon	SCONJ
afs-72267	1827	14	any	any	DET
afs-72267	1827	15	rational	rational	ADJ
afs-72267	1827	16	criteria	criterion	NOUN
afs-72267	1827	17	.	.	PUNCT
afs-72267	1828	1	thus	thus	ADV
afs-72267	1828	2	the	the	DET
afs-72267	1828	3	almon	almon	PROPN
afs-72267	1828	4	lag	lag	PROPN
afs-72267	1828	5	does	do	AUX
afs-72267	1828	6	not	not	PART
afs-72267	1828	7	provide	provide	VERB
afs-72267	1828	8	any	any	DET
afs-72267	1828	9	help	help	NOUN
afs-72267	1828	10	in	in	ADP
afs-72267	1828	11	estimating	estimate	VERB
afs-72267	1828	12	a	a	DET
afs-72267	1828	13	research	research	NOUN
afs-72267	1828	14	elasticity	elasticity	NOUN
afs-72267	1828	15	.	.	PUNCT
afs-72267	1829	1	why	why	SCONJ
afs-72267	1829	2	does	do	AUX
afs-72267	1829	3	n’t	not	PART
afs-72267	1829	4	the	the	DET
afs-72267	1829	5	almon	almon	PROPN
afs-72267	1829	6	lag	lag	PROPN
afs-72267	1829	7	fit	fit	VERB
afs-72267	1829	8	the	the	DET
afs-72267	1829	9	data	datum	NOUN
afs-72267	1829	10	?	?	PUNCT
afs-72267	1830	1	why	why	SCONJ
afs-72267	1830	2	are	be	AUX
afs-72267	1830	3	estimates	estimate	NOUN
afs-72267	1830	4	of	of	ADP
afs-72267	1830	5	the	the	DET
afs-72267	1830	6	elasticity	elasticity	NOUN
afs-72267	1830	7	with	with	ADP
afs-72267	1830	8	respect	respect	NOUN
afs-72267	1830	9	to	to	ADP
afs-72267	1830	10	research	research	NOUN
afs-72267	1830	11	for	for	ADP
afs-72267	1830	12	the	the	DET
afs-72267	1830	13	simple	simple	ADJ
afs-72267	1830	14	lags	lag	VERB
afs-72267	1830	15	negative	negative	ADJ
afs-72267	1830	16	?	?	PUNCT
afs-72267	1831	1	the	the	DET
afs-72267	1831	2	reason	reason	NOUN
afs-72267	1831	3	may	may	AUX
afs-72267	1831	4	be	be	AUX
afs-72267	1831	5	the	the	DET
afs-72267	1831	6	aggregated	aggregate	VERB
afs-72267	1831	7	data	datum	NOUN
afs-72267	1831	8	,	,	PUNCT
afs-72267	1831	9	which	which	PRON
afs-72267	1831	10	do	do	AUX
afs-72267	1831	11	not	not	PART
afs-72267	1831	12	consider	consider	VERB
afs-72267	1831	13	that	that	SCONJ
afs-72267	1831	14	different	different	ADJ
afs-72267	1831	15	types	type	NOUN
afs-72267	1831	16	of	of	ADP
afs-72267	1831	17	research	research	NOUN
afs-72267	1831	18	have	have	VERB
afs-72267	1831	19	different	different	ADJ
afs-72267	1831	20	lengths	length	NOUN
afs-72267	1831	21	of	of	ADP
afs-72267	1831	22	the	the	DET
afs-72267	1831	23	lag	lag	NOUN
afs-72267	1831	24	.	.	PUNCT
afs-72267	1832	1	research	research	NOUN
afs-72267	1832	2	on	on	ADP
afs-72267	1832	3	machine	machine	NOUN
afs-72267	1832	4	technology	technology	NOUN
afs-72267	1832	5	may	may	AUX
afs-72267	1832	6	have	have	VERB
afs-72267	1832	7	a	a	DET
afs-72267	1832	8	more	more	ADV
afs-72267	1832	9	immediate	immediate	ADJ
afs-72267	1832	10	effect	effect	NOUN
afs-72267	1832	11	on	on	ADP
afs-72267	1832	12	production	production	NOUN
afs-72267	1832	13	than	than	ADP
afs-72267	1832	14	,	,	PUNCT
afs-72267	1832	15	for	for	ADP
afs-72267	1832	16	instance	instance	NOUN
afs-72267	1832	17	,	,	PUNCT
afs-72267	1832	18	crop	crop	NOUN
afs-72267	1832	19	breeding	breeding	NOUN
afs-72267	1832	20	,	,	PUNCT
afs-72267	1832	21	which	which	PRON
afs-72267	1832	22	depends	depend	VERB
afs-72267	1832	23	on	on	ADP
afs-72267	1832	24	the	the	DET
afs-72267	1832	25	vegetation	vegetation	NOUN
afs-72267	1832	26	period	period	NOUN
afs-72267	1832	27	.	.	PUNCT
afs-72267	1833	1	since	since	SCONJ
afs-72267	1833	2	the	the	DET
afs-72267	1833	3	aggregated	aggregate	VERB
afs-72267	1833	4	data	datum	NOUN
afs-72267	1833	5	include	include	VERB
afs-72267	1833	6	research	research	NOUN
afs-72267	1833	7	institutions	institution	NOUN
afs-72267	1833	8	which	which	PRON
afs-72267	1833	9	have	have	AUX
afs-72267	1833	10	been	be	AUX
afs-72267	1833	11	founded	found	VERB
afs-72267	1833	12	during	during	ADP
afs-72267	1833	13	the	the	DET
afs-72267	1833	14	period	period	NOUN
afs-72267	1833	15	1950—1984	1950—1984	PROPN
afs-72267	1833	16	,	,	PUNCT
afs-72267	1833	17	the	the	DET
afs-72267	1833	18	proportions	proportion	NOUN
afs-72267	1833	19	of	of	ADP
afs-72267	1833	20	different	different	ADJ
afs-72267	1833	21	types	type	NOUN
afs-72267	1833	22	of	of	ADP
afs-72267	1833	23	research	research	NOUN
afs-72267	1833	24	have	have	AUX
afs-72267	1833	25	changed	change	VERB
afs-72267	1833	26	,	,	PUNCT
afs-72267	1833	27	and	and	CCONJ
afs-72267	1833	28	the	the	DET
afs-72267	1833	29	average	average	ADJ
afs-72267	1833	30	aggregate	aggregate	ADJ
afs-72267	1833	31	lag	lag	NOUN
afs-72267	1833	32	has	have	AUX
afs-72267	1833	33	probably	probably	ADV
afs-72267	1833	34	changed	change	VERB
afs-72267	1833	35	accordingly	accordingly	ADV
afs-72267	1833	36	.	.	PUNCT
afs-72267	1834	1	one	one	NUM
afs-72267	1834	2	way	way	NOUN
afs-72267	1834	3	of	of	ADP
afs-72267	1834	4	dealing	deal	VERB
afs-72267	1834	5	with	with	ADP
afs-72267	1834	6	this	this	DET
afs-72267	1834	7	problem	problem	NOUN
afs-72267	1834	8	could	could	AUX
afs-72267	1834	9	have	have	AUX
afs-72267	1834	10	been	be	AUX
afs-72267	1834	11	to	to	PART
afs-72267	1834	12	split	split	VERB
afs-72267	1834	13	up	up	ADP
afs-72267	1834	14	the	the	DET
afs-72267	1834	15	data	datum	NOUN
afs-72267	1834	16	into	into	ADP
afs-72267	1834	17	different	different	ADJ
afs-72267	1834	18	branches	branch	NOUN
afs-72267	1834	19	,	,	PUNCT
afs-72267	1834	20	each	each	PRON
afs-72267	1834	21	of	of	ADP
afs-72267	1834	22	which	which	PRON
afs-72267	1834	23	would	would	AUX
afs-72267	1834	24	be	be	AUX
afs-72267	1834	25	estimated	estimate	VERB
afs-72267	1834	26	separately	separately	ADV
afs-72267	1834	27	for	for	ADP
afs-72267	1834	28	different	different	ADJ
afs-72267	1834	29	lengths	length	NOUN
afs-72267	1834	30	of	of	ADP
afs-72267	1834	31	the	the	DET
afs-72267	1834	32	lags	lag	NOUN
afs-72267	1834	33	.	.	PUNCT
afs-72267	1835	1	a	a	DET
afs-72267	1835	2	more	more	ADV
afs-72267	1835	3	plausible	plausible	ADJ
afs-72267	1835	4	hypothesis	hypothesis	NOUN
afs-72267	1835	5	is	be	AUX
afs-72267	1835	6	,	,	PUNCT
afs-72267	1835	7	however	however	ADV
afs-72267	1835	8	,	,	PUNCT
afs-72267	1835	9	connected	connect	VERB
afs-72267	1835	10	with	with	ADP
afs-72267	1835	11	the	the	DET
afs-72267	1835	12	distinction	distinction	NOUN
afs-72267	1835	13	between	between	ADP
afs-72267	1835	14	research	research	NOUN
afs-72267	1835	15	stocks	stock	NOUN
afs-72267	1835	16	and	and	CCONJ
afs-72267	1835	17	research	research	NOUN
afs-72267	1835	18	flows	flow	NOUN
afs-72267	1835	19	.	.	PUNCT
afs-72267	1836	1	by	by	ADP
afs-72267	1836	2	far	far	ADV
afs-72267	1836	3	the	the	DET
afs-72267	1836	4	most	most	ADV
afs-72267	1836	5	common	common	ADJ
afs-72267	1836	6	way	way	NOUN
afs-72267	1836	7	of	of	ADP
afs-72267	1836	8	measuring	measure	VERB
afs-72267	1836	9	the	the	DET
afs-72267	1836	10	research	research	NOUN
afs-72267	1836	11	input	input	NOUN
afs-72267	1836	12	in	in	ADP
afs-72267	1836	13	production	production	NOUN
afs-72267	1836	14	function	function	NOUN
afs-72267	1836	15	analysis	analysis	NOUN
afs-72267	1836	16	has	have	AUX
afs-72267	1836	17	been	be	AUX
afs-72267	1836	18	in	in	ADP
afs-72267	1836	19	the	the	DET
afs-72267	1836	20	form	form	NOUN
afs-72267	1836	21	of	of	ADP
afs-72267	1836	22	an	an	DET
afs-72267	1836	23	annual	annual	ADJ
afs-72267	1836	24	flow	flow	NOUN
afs-72267	1836	25	of	of	ADP
afs-72267	1836	26	research	research	NOUN
afs-72267	1836	27	funds	fund	NOUN
afs-72267	1836	28	(	(	PUNCT
afs-72267	1836	29	peterson	peterson	NOUN
afs-72267	1836	30	1985	1985	NUM
afs-72267	1836	31	)	)	PUNCT
afs-72267	1836	32	.	.	PUNCT
afs-72267	1837	1	it	it	PRON
afs-72267	1837	2	is	be	AUX
afs-72267	1837	3	obvious	obvious	ADJ
afs-72267	1837	4	that	that	SCONJ
afs-72267	1837	5	the	the	DET
afs-72267	1837	6	research	research	NOUN
afs-72267	1837	7	input	input	NOUN
afs-72267	1837	8	for	for	ADP
afs-72267	1837	9	one	one	NUM
afs-72267	1837	10	year	year	NOUN
afs-72267	1837	11	does	do	AUX
afs-72267	1837	12	not	not	PART
afs-72267	1837	13	represent	represent	VERB
afs-72267	1837	14	the	the	DET
afs-72267	1837	15	total	total	ADJ
afs-72267	1837	16	stock	stock	NOUN
afs-72267	1837	17	of	of	ADP
afs-72267	1837	18	research	research	NOUN
afs-72267	1837	19	capital	capital	NOUN
afs-72267	1837	20	accumulated	accumulate	VERB
afs-72267	1837	21	over	over	ADP
afs-72267	1837	22	the	the	DET
afs-72267	1837	23	years	year	NOUN
afs-72267	1837	24	.	.	PUNCT
afs-72267	1838	1	if	if	SCONJ
afs-72267	1838	2	the	the	DET
afs-72267	1838	3	relevant	relevant	ADJ
afs-72267	1838	4	measure	measure	NOUN
afs-72267	1838	5	is	be	AUX
afs-72267	1838	6	the	the	DET
afs-72267	1838	7	research	research	NOUN
afs-72267	1838	8	stock	stock	NOUN
afs-72267	1838	9	and	and	CCONJ
afs-72267	1838	10	not	not	PART
afs-72267	1838	11	the	the	DET
afs-72267	1838	12	annual	annual	ADJ
afs-72267	1838	13	research	research	NOUN
afs-72267	1838	14	flow	flow	NOUN
afs-72267	1838	15	,	,	PUNCT
afs-72267	1838	16	an	an	DET
afs-72267	1838	17	initial	initial	ADJ
afs-72267	1838	18	basis	basis	NOUN
afs-72267	1838	19	value	value	NOUN
afs-72267	1838	20	should	should	AUX
afs-72267	1838	21	be	be	AUX
afs-72267	1838	22	found	find	VERB
afs-72267	1838	23	for	for	ADP
afs-72267	1838	24	1950	1950	NUM
afs-72267	1838	25	.	.	PUNCT
afs-72267	1839	1	this	this	DET
afs-72267	1839	2	initial	initial	ADJ
afs-72267	1839	3	value	value	NOUN
afs-72267	1839	4	should	should	AUX
afs-72267	1839	5	grow	grow	VERB
afs-72267	1839	6	with	with	ADP
afs-72267	1839	7	the	the	DET
afs-72267	1839	8	annual	annual	ADJ
afs-72267	1839	9	research	research	NOUN
afs-72267	1839	10	funds	fund	NOUN
afs-72267	1839	11	and	and	CCONJ
afs-72267	1839	12	depreciate	depreciate	NOUN
afs-72267	1839	13	according	accord	VERB
afs-72267	1839	14	to	to	ADP
afs-72267	1839	15	the	the	DET
afs-72267	1839	16	formulas	formula	NOUN
afs-72267	1839	17	(	(	PUNCT
afs-72267	1839	18	3.12)—(3.14	3.12)—(3.14	NUM
afs-72267	1839	19	)	)	PUNCT
afs-72267	1839	20	presented	present	VERB
afs-72267	1839	21	in	in	ADP
afs-72267	1839	22	section	section	NOUN
afs-72267	1839	23	3.3.2	3.3.2	NUM
afs-72267	1839	24	.	.	PUNCT
afs-72267	1840	1	conceptually	conceptually	ADV
afs-72267	1840	2	,	,	PUNCT
afs-72267	1840	3	computation	computation	NOUN
afs-72267	1840	4	of	of	ADP
afs-72267	1840	5	the	the	DET
afs-72267	1840	6	research	research	NOUN
afs-72267	1840	7	stock	stock	NOUN
afs-72267	1840	8	is	be	AUX
afs-72267	1840	9	similar	similar	ADJ
afs-72267	1840	10	to	to	ADP
afs-72267	1840	11	the	the	DET
afs-72267	1840	12	calculation	calculation	NOUN
afs-72267	1840	13	of	of	ADP
afs-72267	1840	14	a	a	DET
afs-72267	1840	15	stock	stock	NOUN
afs-72267	1840	16	of	of	ADP
afs-72267	1840	17	tractors	tractor	NOUN
afs-72267	1840	18	.	.	PUNCT
afs-72267	1841	1	an	an	DET
afs-72267	1841	2	annual	annual	ADJ
afs-72267	1841	3	flow	flow	NOUN
afs-72267	1841	4	of	of	ADP
afs-72267	1841	5	tractors	tractor	NOUN
afs-72267	1841	6	bought	buy	VERB
afs-72267	1841	7	does	do	AUX
afs-72267	1841	8	not	not	PART
afs-72267	1841	9	measure	measure	VERB
afs-72267	1841	10	the	the	DET
afs-72267	1841	11	same	same	ADJ
afs-72267	1841	12	thing	thing	NOUN
afs-72267	1841	13	as	as	ADP
afs-72267	1841	14	the	the	DET
afs-72267	1841	15	total	total	ADJ
afs-72267	1841	16	stock	stock	NOUN
afs-72267	1841	17	of	of	ADP
afs-72267	1841	18	tractors	tractor	NOUN
afs-72267	1841	19	.	.	PUNCT
afs-72267	1842	1	because	because	SCONJ
afs-72267	1842	2	the	the	DET
afs-72267	1842	3	earlier	early	ADJ
afs-72267	1842	4	tractors	tractor	NOUN
afs-72267	1842	5	are	be	AUX
afs-72267	1842	6	omitted	omit	VERB
afs-72267	1842	7	,	,	PUNCT
afs-72267	1842	8	the	the	DET
afs-72267	1842	9	production	production	NOUN
afs-72267	1842	10	effects	effect	NOUN
afs-72267	1842	11	measured	measure	VERB
afs-72267	1842	12	neglect	neglect	NOUN
afs-72267	1842	13	the	the	DET
afs-72267	1842	14	effects	effect	NOUN
afs-72267	1842	15	of	of	ADP
afs-72267	1842	16	all	all	DET
afs-72267	1842	17	previously	previously	ADV
afs-72267	1842	18	purchased	purchase	VERB
afs-72267	1842	19	tractors	tractor	NOUN
afs-72267	1842	20	.	.	PUNCT
afs-72267	1843	1	the	the	DET
afs-72267	1843	2	annual	annual	ADJ
afs-72267	1843	3	flows	flow	NOUN
afs-72267	1843	4	of	of	ADP
afs-72267	1843	5	tractors	tractor	NOUN
afs-72267	1843	6	fluctuate	fluctuate	VERB
afs-72267	1843	7	considerably	considerably	ADV
afs-72267	1843	8	more	more	ADV
afs-72267	1843	9	than	than	ADP
afs-72267	1843	10	the	the	DET
afs-72267	1843	11	total	total	ADJ
afs-72267	1843	12	stock	stock	NOUN
afs-72267	1843	13	of	of	ADP
afs-72267	1843	14	tractors	tractor	NOUN
afs-72267	1843	15	.	.	PUNCT
afs-72267	1844	1	as	as	ADP
afs-72267	1844	2	a	a	DET
afs-72267	1844	3	consequence	consequence	NOUN
afs-72267	1844	4	,	,	PUNCT
afs-72267	1844	5	the	the	DET
afs-72267	1844	6	fluctuations	fluctuation	NOUN
afs-72267	1844	7	of	of	ADP
afs-72267	1844	8	the	the	DET
afs-72267	1844	9	research	research	NOUN
afs-72267	1844	10	flow	flow	NOUN
afs-72267	1844	11	vary	vary	VERB
afs-72267	1844	12	more	more	ADJ
afs-72267	1844	13	than	than	ADP
afs-72267	1844	14	the	the	DET
afs-72267	1844	15	fluctuations	fluctuation	NOUN
afs-72267	1844	16	of	of	ADP
afs-72267	1844	17	the	the	DET
afs-72267	1844	18	research	research	NOUN
afs-72267	1844	19	stock	stock	NOUN
afs-72267	1844	20	.	.	PUNCT
afs-72267	1845	1	the	the	DET
afs-72267	1845	2	research	research	NOUN
afs-72267	1845	3	stock	stock	NOUN
afs-72267	1845	4	is	be	AUX
afs-72267	1845	5	a	a	DET
afs-72267	1845	6	kind	kind	NOUN
afs-72267	1845	7	of	of	ADP
afs-72267	1845	8	proxy	proxy	NOUN
afs-72267	1845	9	for	for	ADP
afs-72267	1845	10	all	all	DET
afs-72267	1845	11	the	the	DET
afs-72267	1845	12	physical	physical	ADJ
afs-72267	1845	13	,	,	PUNCT
afs-72267	1845	14	scientific	scientific	ADJ
afs-72267	1845	15	,	,	PUNCT
afs-72267	1845	16	and	and	CCONJ
afs-72267	1845	17	intellectual	intellectual	ADJ
afs-72267	1845	18	resources	resource	NOUN
afs-72267	1845	19	that	that	PRON
afs-72267	1845	20	exist	exist	VERB
afs-72267	1845	21	at	at	ADP
afs-72267	1845	22	a	a	DET
afs-72267	1845	23	point	point	NOUN
afs-72267	1845	24	in	in	ADP
afs-72267	1845	25	time	time	NOUN
afs-72267	1845	26	.	.	PUNCT
afs-72267	1846	1	if	if	SCONJ
afs-72267	1846	2	one	one	PRON
afs-72267	1846	3	thinks	think	VERB
afs-72267	1846	4	of	of	ADP
afs-72267	1846	5	the	the	DET
afs-72267	1846	6	research	research	NOUN
afs-72267	1846	7	stock	stock	NOUN
afs-72267	1846	8	concept	concept	NOUN
afs-72267	1846	9	in	in	ADP
afs-72267	1846	10	this	this	DET
afs-72267	1846	11	sense	sense	NOUN
afs-72267	1846	12	,	,	PUNCT
afs-72267	1846	13	it	it	PRON
afs-72267	1846	14	will	will	AUX
afs-72267	1846	15	possess	possess	VERB
afs-72267	1846	16	a	a	DET
afs-72267	1846	17	computational	computational	ADJ
afs-72267	1846	18	advantage	advantage	NOUN
afs-72267	1846	19	,	,	PUNCT
afs-72267	1846	20	since	since	SCONJ
afs-72267	1846	21	lags	lag	NOUN
afs-72267	1846	22	seem	seem	VERB
afs-72267	1846	23	not	not	PART
afs-72267	1846	24	to	to	PART
afs-72267	1846	25	be	be	AUX
afs-72267	1846	26	needed	need	VERB
afs-72267	1846	27	.	.	PUNCT
afs-72267	1847	1	the	the	DET
afs-72267	1847	2	gathered	gather	VERB
afs-72267	1847	3	effect	effect	NOUN
afs-72267	1847	4	of	of	ADP
afs-72267	1847	5	an	an	DET
afs-72267	1847	6	accumulated	accumulate	VERB
afs-72267	1847	7	stock	stock	NOUN
afs-72267	1847	8	is	be	AUX
afs-72267	1847	9	immediate	immediate	ADJ
afs-72267	1847	10	.	.	PUNCT
afs-72267	1848	1	it	it	PRON
afs-72267	1848	2	is	be	AUX
afs-72267	1848	3	more	more	ADV
afs-72267	1848	4	troublesome	troublesome	ADJ
afs-72267	1848	5	to	to	PART
afs-72267	1848	6	decide	decide	VERB
afs-72267	1848	7	on	on	ADP
afs-72267	1848	8	the	the	DET
afs-72267	1848	9	right	right	ADJ
afs-72267	1848	10	rate	rate	NOUN
afs-72267	1848	11	of	of	ADP
afs-72267	1848	12	depreciation	depreciation	NOUN
afs-72267	1848	13	.	.	PUNCT
afs-72267	1849	1	on	on	ADP
afs-72267	1849	2	the	the	DET
afs-72267	1849	3	one	one	NUM
afs-72267	1849	4	hand	hand	NOUN
afs-72267	1849	5	,	,	PUNCT
afs-72267	1849	6	there	there	PRON
afs-72267	1849	7	is	be	VERB
afs-72267	1849	8	a	a	DET
afs-72267	1849	9	view	view	NOUN
afs-72267	1849	10	that	that	SCONJ
afs-72267	1849	11	all	all	DET
afs-72267	1849	12	research	research	NOUN
afs-72267	1849	13	accumulates	accumulate	VERB
afs-72267	1849	14	and	and	CCONJ
afs-72267	1849	15	contributes	contribute	VERB
afs-72267	1849	16	to	to	ADP
afs-72267	1849	17	an	an	DET
afs-72267	1849	18	ever	ever	ADV
afs-72267	1849	19	-	-	PUNCT
afs-72267	1849	20	growing	grow	VERB
afs-72267	1849	21	stock	stock	NOUN
afs-72267	1849	22	of	of	ADP
afs-72267	1849	23	knowledge	knowledge	NOUN
afs-72267	1849	24	(	(	PUNCT
afs-72267	1849	25	which	which	PRON
afs-72267	1849	26	according	accord	VERB
afs-72267	1849	27	to	to	ADP
afs-72267	1849	28	popper	popper	NOUN
afs-72267	1849	29	approaches	approach	VERB
afs-72267	1849	30	truth	truth	NOUN
afs-72267	1849	31	in	in	ADP
afs-72267	1849	32	infinity	infinity	NOUN
afs-72267	1849	33	)	)	PUNCT
afs-72267	1849	34	.	.	PUNCT
afs-72267	1850	1	accordingly	accordingly	ADV
afs-72267	1850	2	,	,	PUNCT
afs-72267	1850	3	research	research	NOUN
afs-72267	1850	4	would	would	AUX
afs-72267	1850	5	have	have	VERB
afs-72267	1850	6	a	a	DET
afs-72267	1850	7	value	value	NOUN
afs-72267	1850	8	that	that	PRON
afs-72267	1850	9	does	do	AUX
afs-72267	1850	10	not	not	PART
afs-72267	1850	11	325	325	NUM
afs-72267	1850	12	depreciate	depreciate	NOUN
afs-72267	1850	13	at	at	ADV
afs-72267	1850	14	all	all	ADV
afs-72267	1850	15	.	.	PUNCT
afs-72267	1851	1	on	on	ADP
afs-72267	1851	2	the	the	DET
afs-72267	1851	3	other	other	ADJ
afs-72267	1851	4	hand	hand	NOUN
afs-72267	1851	5	,	,	PUNCT
afs-72267	1851	6	there	there	PRON
afs-72267	1851	7	is	be	VERB
afs-72267	1851	8	the	the	DET
afs-72267	1851	9	view	view	NOUN
afs-72267	1851	10	that	that	SCONJ
afs-72267	1851	11	research	research	NOUN
afs-72267	1851	12	results	result	NOUN
afs-72267	1851	13	replace	replace	VERB
afs-72267	1851	14	each	each	DET
afs-72267	1851	15	other	other	ADJ
afs-72267	1851	16	totally	totally	ADV
afs-72267	1851	17	,	,	PUNCT
afs-72267	1851	18	either	either	CCONJ
afs-72267	1851	19	through	through	ADP
afs-72267	1851	20	obsolescence	obsolescence	NOUN
afs-72267	1851	21	or	or	CCONJ
afs-72267	1851	22	as	as	ADP
afs-72267	1851	23	a	a	DET
afs-72267	1851	24	result	result	NOUN
afs-72267	1851	25	of	of	ADP
afs-72267	1851	26	changes	change	NOUN
afs-72267	1851	27	in	in	ADP
afs-72267	1851	28	the	the	DET
afs-72267	1851	29	environment	environment	NOUN
afs-72267	1851	30	.	.	PUNCT
afs-72267	1852	1	a	a	DET
afs-72267	1852	2	third	third	ADJ
afs-72267	1852	3	view	view	NOUN
afs-72267	1852	4	,	,	PUNCT
afs-72267	1852	5	somewhere	somewhere	ADV
afs-72267	1852	6	between	between	ADP
afs-72267	1852	7	these	these	DET
afs-72267	1852	8	two	two	NUM
afs-72267	1852	9	standpoints	standpoint	NOUN
afs-72267	1852	10	,	,	PUNCT
afs-72267	1852	11	states	state	VERB
afs-72267	1852	12	that	that	SCONJ
afs-72267	1852	13	some	some	DET
afs-72267	1852	14	research	research	NOUN
afs-72267	1852	15	results	result	NOUN
afs-72267	1852	16	lose	lose	VERB
afs-72267	1852	17	their	their	PRON
afs-72267	1852	18	relevance	relevance	NOUN
afs-72267	1852	19	while	while	SCONJ
afs-72267	1852	20	other	other	ADJ
afs-72267	1852	21	provide	provide	VERB
afs-72267	1852	22	useful	useful	ADJ
afs-72267	1852	23	knowledge	knowledge	NOUN
afs-72267	1852	24	for	for	ADP
afs-72267	1852	25	later	later	ADJ
afs-72267	1852	26	scientists	scientist	NOUN
afs-72267	1852	27	to	to	PART
afs-72267	1852	28	build	build	VERB
afs-72267	1852	29	upon	upon	SCONJ
afs-72267	1852	30	.	.	PUNCT
afs-72267	1853	1	the	the	DET
afs-72267	1853	2	three	three	NUM
afs-72267	1853	3	different	different	ADJ
afs-72267	1853	4	standpoints	standpoint	NOUN
afs-72267	1853	5	can	can	AUX
afs-72267	1853	6	be	be	AUX
afs-72267	1853	7	thought	think	VERB
afs-72267	1853	8	of	of	ADP
afs-72267	1853	9	as	as	ADP
afs-72267	1853	10	a	a	DET
afs-72267	1853	11	0	0	NUM
afs-72267	1853	12	%	%	NOUN
afs-72267	1853	13	,	,	PUNCT
afs-72267	1853	14	a	a	DET
afs-72267	1853	15	50	50	NUM
afs-72267	1853	16	%	%	NOUN
afs-72267	1853	17	and	and	CCONJ
afs-72267	1853	18	a	a	DET
afs-72267	1853	19	100	100	NUM
afs-72267	1853	20	%	%	NOUN
afs-72267	1853	21	depreciation	depreciation	NOUN
afs-72267	1853	22	20	20	NUM
afs-72267	1853	23	years	year	NOUN
afs-72267	1853	24	after	after	ADP
afs-72267	1853	25	funding	funding	NOUN
afs-72267	1853	26	,	,	PUNCT
afs-72267	1853	27	as	as	SCONJ
afs-72267	1853	28	formulated	formulate	VERB
afs-72267	1853	29	in	in	ADP
afs-72267	1853	30	(	(	PUNCT
afs-72267	1853	31	3.12)—(3.14	3.12)—(3.14	NUM
afs-72267	1853	32	)	)	PUNCT
afs-72267	1853	33	.	.	PUNCT
afs-72267	1854	1	all	all	DET
afs-72267	1854	2	three	three	NUM
afs-72267	1854	3	cases	case	NOUN
afs-72267	1854	4	are	be	AUX
afs-72267	1854	5	examined	examine	VERB
afs-72267	1854	6	next	next	ADV
afs-72267	1854	7	.	.	PUNCT
afs-72267	1855	1	5.3	5.3	NUM
afs-72267	1855	2	.	.	PUNCT
afs-72267	1856	1	the	the	DET
afs-72267	1856	2	research	research	NOUN
afs-72267	1856	3	input	input	NOUN
afs-72267	1856	4	measured	measure	VERB
afs-72267	1856	5	as	as	ADP
afs-72267	1856	6	a	a	DET
afs-72267	1856	7	stock	stock	NOUN
afs-72267	1856	8	the	the	DET
afs-72267	1856	9	estimations	estimation	NOUN
afs-72267	1856	10	of	of	ADP
afs-72267	1856	11	elasticities	elasticity	NOUN
afs-72267	1856	12	with	with	ADP
afs-72267	1856	13	respect	respect	NOUN
afs-72267	1856	14	to	to	ADP
afs-72267	1856	15	research	research	NOUN
afs-72267	1856	16	analyzed	analyze	VERB
afs-72267	1856	17	up	up	ADP
afs-72267	1856	18	to	to	ADP
afs-72267	1856	19	this	this	DET
afs-72267	1856	20	point	point	NOUN
afs-72267	1856	21	have	have	AUX
afs-72267	1856	22	been	be	AUX
afs-72267	1856	23	based	base	VERB
afs-72267	1856	24	on	on	ADP
afs-72267	1856	25	the	the	DET
afs-72267	1856	26	research	research	NOUN
afs-72267	1856	27	flow	flow	NOUN
afs-72267	1856	28	concept	concept	NOUN
afs-72267	1856	29	.	.	PUNCT
afs-72267	1857	1	this	this	DET
afs-72267	1857	2	section	section	NOUN
afs-72267	1857	3	presents	present	VERB
afs-72267	1857	4	estimations	estimation	NOUN
afs-72267	1857	5	specifying	specify	VERB
afs-72267	1857	6	the	the	DET
afs-72267	1857	7	research	research	NOUN
afs-72267	1857	8	input	input	NOUN
afs-72267	1857	9	as	as	ADP
afs-72267	1857	10	a	a	DET
afs-72267	1857	11	research	research	NOUN
afs-72267	1857	12	capital	capital	NOUN
afs-72267	1857	13	.	.	PUNCT
afs-72267	1858	1	the	the	DET
afs-72267	1858	2	cobbdouglas	cobbdouglas	PROPN
afs-72267	1858	3	function	function	NOUN
afs-72267	1858	4	(	(	PUNCT
afs-72267	1858	5	3.9	3.9	NUM
afs-72267	1858	6	)	)	PUNCT
afs-72267	1858	7	serves	serve	VERB
afs-72267	1858	8	as	as	ADP
afs-72267	1858	9	the	the	DET
afs-72267	1858	10	basic	basic	ADJ
afs-72267	1858	11	model	model	NOUN
afs-72267	1858	12	of	of	ADP
afs-72267	1858	13	regression	regression	NOUN
afs-72267	1858	14	.	.	PUNCT
afs-72267	1859	1	contrary	contrary	ADJ
afs-72267	1859	2	to	to	ADP
afs-72267	1859	3	the	the	DET
afs-72267	1859	4	research	research	NOUN
afs-72267	1859	5	flow	flow	NOUN
afs-72267	1859	6	models	model	NOUN
afs-72267	1859	7	,	,	PUNCT
afs-72267	1859	8	no	no	DET
afs-72267	1859	9	lag	lag	NOUN
afs-72267	1859	10	structure	structure	NOUN
afs-72267	1859	11	seems	seem	VERB
afs-72267	1859	12	to	to	PART
afs-72267	1859	13	be	be	AUX
afs-72267	1859	14	needed	need	VERB
afs-72267	1859	15	with	with	ADP
afs-72267	1859	16	a	a	DET
afs-72267	1859	17	research	research	NOUN
afs-72267	1859	18	stock	stock	NOUN
afs-72267	1859	19	.	.	PUNCT
afs-72267	1860	1	this	this	PRON
afs-72267	1860	2	is	be	AUX
afs-72267	1860	3	because	because	SCONJ
afs-72267	1860	4	of	of	ADP
afs-72267	1860	5	the	the	DET
afs-72267	1860	6	different	different	ADJ
afs-72267	1860	7	nature	nature	NOUN
afs-72267	1860	8	of	of	ADP
afs-72267	1860	9	the	the	DET
afs-72267	1860	10	research	research	NOUN
afs-72267	1860	11	capital	capital	NOUN
afs-72267	1860	12	.	.	PUNCT
afs-72267	1861	1	a	a	DET
afs-72267	1861	2	stock	stock	NOUN
afs-72267	1861	3	which	which	PRON
afs-72267	1861	4	mainly	mainly	ADV
afs-72267	1861	5	includes	include	VERB
afs-72267	1861	6	investments	investment	NOUN
afs-72267	1861	7	in	in	ADP
afs-72267	1861	8	research	research	NOUN
afs-72267	1861	9	made	make	VERB
afs-72267	1861	10	several	several	ADJ
afs-72267	1861	11	years	year	NOUN
afs-72267	1861	12	earlier	early	ADV
afs-72267	1861	13	does	do	AUX
afs-72267	1861	14	not	not	PART
afs-72267	1861	15	seem	seem	VERB
afs-72267	1861	16	to	to	PART
afs-72267	1861	17	need	need	VERB
afs-72267	1861	18	an	an	DET
afs-72267	1861	19	additional	additional	ADJ
afs-72267	1861	20	lag	lag	NOUN
afs-72267	1861	21	.	.	PUNCT
afs-72267	1862	1	the	the	DET
afs-72267	1862	2	initial	initial	ADJ
afs-72267	1862	3	figure	figure	NOUN
afs-72267	1862	4	for	for	ADP
afs-72267	1862	5	the	the	DET
afs-72267	1862	6	research	research	NOUN
afs-72267	1862	7	capital	capital	NOUN
afs-72267	1862	8	was	be	AUX
afs-72267	1862	9	derived	derive	VERB
afs-72267	1862	10	by	by	ADP
afs-72267	1862	11	simple	simple	ADJ
afs-72267	1862	12	trend	trend	NOUN
afs-72267	1862	13	analysis	analysis	NOUN
afs-72267	1862	14	from	from	ADP
afs-72267	1862	15	1950—1984	1950—1984	PROPN
afs-72267	1862	16	back	back	ADV
afs-72267	1862	17	to	to	ADP
afs-72267	1862	18	1920	1920	NUM
afs-72267	1862	19	.	.	PUNCT
afs-72267	1863	1	the	the	DET
afs-72267	1863	2	period	period	NOUN
afs-72267	1863	3	1940	1940	NUM
afs-72267	1863	4	1944	1944	NUM
afs-72267	1863	5	was	be	AUX
afs-72267	1863	6	,	,	PUNCT
afs-72267	1863	7	however	however	ADV
afs-72267	1863	8	,	,	PUNCT
afs-72267	1863	9	excluded	exclude	VERB
afs-72267	1863	10	because	because	SCONJ
afs-72267	1863	11	of	of	ADP
afs-72267	1863	12	the	the	DET
afs-72267	1863	13	second	second	ADJ
afs-72267	1863	14	world	world	NOUN
afs-72267	1863	15	war	war	NOUN
afs-72267	1863	16	,	,	PUNCT
afs-72267	1863	17	when	when	SCONJ
afs-72267	1863	18	normal	normal	ADJ
afs-72267	1863	19	research	research	NOUN
afs-72267	1863	20	activities	activity	NOUN
afs-72267	1863	21	were	be	AUX
afs-72267	1863	22	seriously	seriously	ADV
afs-72267	1863	23	disrupted	disrupt	VERB
afs-72267	1863	24	.	.	PUNCT
afs-72267	1864	1	this	this	DET
afs-72267	1864	2	initial	initial	ADJ
afs-72267	1864	3	figure	figure	NOUN
afs-72267	1864	4	is	be	AUX
afs-72267	1864	5	used	use	VERB
afs-72267	1864	6	to	to	PART
afs-72267	1864	7	formulate	formulate	VERB
afs-72267	1864	8	a	a	DET
afs-72267	1864	9	research	research	NOUN
afs-72267	1864	10	capital	capital	NOUN
afs-72267	1864	11	for	for	ADP
afs-72267	1864	12	the	the	DET
afs-72267	1864	13	three	three	NUM
afs-72267	1864	14	different	different	ADJ
afs-72267	1864	15	rates	rate	NOUN
afs-72267	1864	16	of	of	ADP
afs-72267	1864	17	research	research	NOUN
afs-72267	1864	18	depreciation	depreciation	NOUN
afs-72267	1864	19	formulated	formulate	VERB
afs-72267	1864	20	in	in	ADP
afs-72267	1864	21	expressions	expression	NOUN
afs-72267	1864	22	(	(	PUNCT
afs-72267	1864	23	3.12	3.12	NUM
afs-72267	1864	24	)	)	PUNCT
afs-72267	1864	25	,	,	PUNCT
afs-72267	1864	26	(	(	PUNCT
afs-72267	1864	27	3.13	3.13	NUM
afs-72267	1864	28	)	)	PUNCT
afs-72267	1864	29	and	and	CCONJ
afs-72267	1864	30	(	(	PUNCT
afs-72267	1864	31	3.14	3.14	NUM
afs-72267	1864	32	)	)	PUNCT
afs-72267	1864	33	in	in	ADP
afs-72267	1864	34	section	section	NOUN
afs-72267	1864	35	3.3.2	3.3.2	NUM
afs-72267	1864	36	.	.	PUNCT
afs-72267	1865	1	the	the	DET
afs-72267	1865	2	research	research	NOUN
afs-72267	1865	3	carried	carry	VERB
afs-72267	1865	4	out	out	ADP
afs-72267	1865	5	is	be	AUX
afs-72267	1865	6	accumulated	accumulate	VERB
afs-72267	1865	7	on	on	ADP
afs-72267	1865	8	the	the	DET
afs-72267	1865	9	basis	basis	NOUN
afs-72267	1865	10	of	of	ADP
afs-72267	1865	11	three	three	NUM
afs-72267	1865	12	different	different	ADJ
afs-72267	1865	13	assumptions	assumption	NOUN
afs-72267	1865	14	:	:	PUNCT
afs-72267	1865	15	a	a	X
afs-72267	1865	16	)	)	PUNCT
afs-72267	1865	17	no	no	DET
afs-72267	1865	18	depreciation	depreciation	NOUN
afs-72267	1865	19	b	b	NOUN
afs-72267	1865	20	)	)	PUNCT
afs-72267	1865	21	a	a	DET
afs-72267	1865	22	50	50	NUM
afs-72267	1865	23	%	%	NOUN
afs-72267	1865	24	depreciation	depreciation	NOUN
afs-72267	1865	25	20	20	NUM
afs-72267	1865	26	years	year	NOUN
afs-72267	1865	27	after	after	ADP
afs-72267	1865	28	the	the	DET
afs-72267	1865	29	research	research	NOUN
afs-72267	1865	30	funding	funding	NOUN
afs-72267	1865	31	and	and	CCONJ
afs-72267	1865	32	finally	finally	ADV
afs-72267	1865	33	c	c	X
afs-72267	1865	34	)	)	PUNCT
afs-72267	1865	35	a	a	DET
afs-72267	1865	36	100	100	NUM
afs-72267	1865	37	%	%	NOUN
afs-72267	1865	38	depreciation	depreciation	NOUN
afs-72267	1865	39	(	(	PUNCT
afs-72267	1865	40	total	total	ADJ
afs-72267	1865	41	obsolescence	obsolescence	NOUN
afs-72267	1865	42	)	)	PUNCT
afs-72267	1865	43	20	20	NUM
afs-72267	1865	44	years	year	NOUN
afs-72267	1865	45	after	after	ADP
afs-72267	1865	46	funding	funding	NOUN
afs-72267	1865	47	.	.	PUNCT
afs-72267	1866	1	at	at	ADP
afs-72267	1866	2	first	first	ADV
afs-72267	1866	3	a	a	DET
afs-72267	1866	4	research	research	NOUN
afs-72267	1866	5	capital	capital	NOUN
afs-72267	1866	6	is	be	AUX
afs-72267	1866	7	constructed	construct	VERB
afs-72267	1866	8	only	only	ADV
afs-72267	1866	9	for	for	ADP
afs-72267	1866	10	public	public	ADJ
afs-72267	1866	11	research	research	NOUN
afs-72267	1866	12	,	,	PUNCT
afs-72267	1866	13	whereafter	whereaft	ADJ
afs-72267	1866	14	a	a	DET
afs-72267	1866	15	total	total	ADJ
afs-72267	1866	16	research	research	NOUN
afs-72267	1866	17	capital	capital	NOUN
afs-72267	1866	18	is	be	AUX
afs-72267	1866	19	derived	derive	VERB
afs-72267	1866	20	.	.	PUNCT
afs-72267	1867	1	the	the	DET
afs-72267	1867	2	derivation	derivation	NOUN
afs-72267	1867	3	and	and	CCONJ
afs-72267	1867	4	the	the	DET
afs-72267	1867	5	index	index	NOUN
afs-72267	1867	6	series	series	NOUN
afs-72267	1867	7	obtained	obtain	VERB
afs-72267	1867	8	by	by	ADP
afs-72267	1867	9	this	this	DET
afs-72267	1867	10	procedure	procedure	NOUN
afs-72267	1867	11	are	be	AUX
afs-72267	1867	12	found	find	VERB
afs-72267	1867	13	in	in	ADP
afs-72267	1867	14	appendices	appendix	NOUN
afs-72267	1867	15	14	14	NUM
afs-72267	1867	16	and	and	CCONJ
afs-72267	1867	17	15	15	NUM
afs-72267	1867	18	.	.	X
afs-72267	1868	1	5.3.1	5.3.1	NUM
afs-72267	1868	2	.	.	NOUN
afs-72267	1868	3	undepreciated	undepreciate	VERB
afs-72267	1868	4	research	research	NOUN
afs-72267	1868	5	stock	stock	NOUN
afs-72267	1868	6	.	.	PUNCT
afs-72267	1869	1	when	when	SCONJ
afs-72267	1869	2	the	the	DET
afs-72267	1869	3	public	public	ADJ
afs-72267	1869	4	research	research	NOUN
afs-72267	1869	5	stock	stock	NOUN
afs-72267	1869	6	is	be	AUX
afs-72267	1869	7	r	r	NOUN
afs-72267	1869	8	k	k	X
afs-72267	1869	9	=	=	PUNCT
afs-72267	1869	10	e(rt	e(rt	X
afs-72267	1869	11	—	—	PUNCT
afs-72267	1869	12	d	d	NOUN
afs-72267	1869	13	,	,	PUNCT
afs-72267	1869	14	r	r	NOUN
afs-72267	1869	15	,	,	PUNCT
afs-72267	1869	16	)	)	PUNCT
afs-72267	1869	17	and	and	CCONJ
afs-72267	1869	18	d,=0	d,=0	PROPN
afs-72267	1869	19	,	,	PUNCT
afs-72267	1869	20	the	the	DET
afs-72267	1869	21	estimations	estimation	NOUN
afs-72267	1869	22	of	of	ADP
afs-72267	1869	23	the	the	DET
afs-72267	1869	24	cobb	cobb	PROPN
afs-72267	1869	25	-	-	PUNCT
afs-72267	1869	26	douglas	douglas	PROPN
afs-72267	1869	27	model	model	PROPN
afs-72267	1869	28	(	(	PUNCT
afs-72267	1869	29	3.9	3.9	NUM
afs-72267	1869	30	)	)	PUNCT
afs-72267	1869	31	will	will	AUX
afs-72267	1869	32	be	be	AUX
afs-72267	1869	33	according	accord	VERB
afs-72267	1869	34	to	to	ADP
afs-72267	1869	35	table	table	NOUN
afs-72267	1869	36	24	24	NUM
afs-72267	1869	37	.	.	PUNCT
afs-72267	1870	1	all	all	DET
afs-72267	1870	2	the	the	DET
afs-72267	1870	3	variables	variable	NOUN
afs-72267	1870	4	are	be	AUX
afs-72267	1870	5	measured	measure	VERB
afs-72267	1870	6	at	at	ADP
afs-72267	1870	7	aggregate	aggregate	ADJ
afs-72267	1870	8	level	level	NOUN
afs-72267	1870	9	.	.	PUNCT
afs-72267	1871	1	the	the	DET
afs-72267	1871	2	table	table	NOUN
afs-72267	1871	3	should	should	AUX
afs-72267	1871	4	be	be	AUX
afs-72267	1871	5	compared	compare	VERB
afs-72267	1871	6	with	with	ADP
afs-72267	1871	7	table	table	NOUN
afs-72267	1871	8	13	13	NUM
afs-72267	1871	9	,	,	PUNCT
afs-72267	1871	10	since	since	SCONJ
afs-72267	1871	11	all	all	DET
afs-72267	1871	12	variables	variable	NOUN
afs-72267	1871	13	except	except	SCONJ
afs-72267	1871	14	the	the	DET
afs-72267	1871	15	research	research	NOUN
afs-72267	1871	16	input	input	NOUN
afs-72267	1871	17	are	be	AUX
afs-72267	1871	18	estimated	estimate	VERB
afs-72267	1871	19	with	with	ADP
afs-72267	1871	20	the	the	DET
afs-72267	1871	21	same	same	ADJ
afs-72267	1871	22	series	series	NOUN
afs-72267	1871	23	.	.	PUNCT
afs-72267	1872	1	the	the	DET
afs-72267	1872	2	results	result	NOUN
afs-72267	1872	3	from	from	ADP
afs-72267	1872	4	the	the	DET
afs-72267	1872	5	regressions	regression	NOUN
afs-72267	1872	6	specifying	specify	VERB
afs-72267	1872	7	research	research	NOUN
afs-72267	1872	8	as	as	ADP
afs-72267	1872	9	an	an	DET
afs-72267	1872	10	undepreciated	undepreciated	ADJ
afs-72267	1872	11	research	research	NOUN
afs-72267	1872	12	stock	stock	NOUN
afs-72267	1872	13	for	for	ADP
afs-72267	1872	14	total	total	ADJ
afs-72267	1872	15	research	research	NOUN
afs-72267	1872	16	are	be	AUX
afs-72267	1872	17	presented	present	VERB
afs-72267	1872	18	in	in	ADP
afs-72267	1872	19	appendix	appendix	NOUN
afs-72267	1872	20	16	16	NUM
afs-72267	1872	21	.	.	PUNCT
afs-72267	1873	1	compared	compare	VERB
afs-72267	1873	2	to	to	ADP
afs-72267	1873	3	the	the	DET
afs-72267	1873	4	estimations	estimation	NOUN
afs-72267	1873	5	with	with	ADP
afs-72267	1873	6	research	research	NOUN
afs-72267	1873	7	measured	measure	VERB
afs-72267	1873	8	as	as	ADP
afs-72267	1873	9	a	a	DET
afs-72267	1873	10	flow	flow	NOUN
afs-72267	1873	11	,	,	PUNCT
afs-72267	1873	12	the	the	DET
afs-72267	1873	13	coefficient	coefficient	NOUN
afs-72267	1873	14	of	of	ADP
afs-72267	1873	15	determination	determination	NOUN
afs-72267	1873	16	is	be	AUX
afs-72267	1873	17	slightly	slightly	ADV
afs-72267	1873	18	higher	high	ADJ
afs-72267	1873	19	and	and	CCONJ
afs-72267	1873	20	,	,	PUNCT
afs-72267	1873	21	respectively	respectively	ADV
afs-72267	1873	22	,	,	PUNCT
afs-72267	1873	23	the	the	DET
afs-72267	1873	24	standard	standard	ADJ
afs-72267	1873	25	error	error	NOUN
afs-72267	1873	26	of	of	ADP
afs-72267	1873	27	total	total	ADJ
afs-72267	1873	28	estimation	estimation	NOUN
afs-72267	1873	29	slightly	slightly	ADV
afs-72267	1873	30	lower	lower	ADV
afs-72267	1873	31	.	.	PUNCT
afs-72267	1874	1	the	the	DET
afs-72267	1874	2	f	f	X
afs-72267	1874	3	-	-	PUNCT
afs-72267	1874	4	ratio	ratio	NOUN
afs-72267	1874	5	is	be	AUX
afs-72267	1874	6	high	high	ADJ
afs-72267	1874	7	,	,	PUNCT
afs-72267	1874	8	and	and	CCONJ
afs-72267	1874	9	the	the	DET
afs-72267	1874	10	model	model	NOUN
afs-72267	1874	11	is	be	AUX
afs-72267	1874	12	again	again	ADV
afs-72267	1874	13	acepted	acepte	VERB
afs-72267	1874	14	at	at	ADP
afs-72267	1874	15	a	a	DET
afs-72267	1874	16	level	level	NOUN
afs-72267	1874	17	of	of	ADP
afs-72267	1874	18	significance	significance	NOUN
afs-72267	1874	19	of	of	ADP
afs-72267	1874	20	less	less	ADJ
afs-72267	1874	21	than	than	ADP
afs-72267	1874	22	0.001	0.001	NUM
afs-72267	1874	23	%	%	NOUN
afs-72267	1874	24	.	.	PUNCT
afs-72267	1875	1	the	the	DET
afs-72267	1875	2	autocorrelation	autocorrelation	NOUN
afs-72267	1875	3	decreases	decrease	VERB
afs-72267	1875	4	as	as	SCONJ
afs-72267	1875	5	the	the	DET
afs-72267	1875	6	durbin	durbin	ADJ
afs-72267	1875	7	-	-	PUNCT
afs-72267	1875	8	watson	watson	PROPN
afs-72267	1875	9	test	test	NOUN
afs-72267	1875	10	value	value	NOUN
afs-72267	1875	11	shows	show	NOUN
afs-72267	1875	12	(	(	PUNCT
afs-72267	1875	13	it	it	PRON
afs-72267	1875	14	rises	rise	VERB
afs-72267	1875	15	from	from	ADP
afs-72267	1875	16	0.96—1.02	0.96—1.02	PROPN
afs-72267	1875	17	to	to	ADP
afs-72267	1875	18	1.09—1.11	1.09—1.11	NUM
afs-72267	1875	19	)	)	PUNCT
afs-72267	1875	20	,	,	PUNCT
afs-72267	1875	21	but	but	CCONJ
afs-72267	1875	22	is	be	AUX
afs-72267	1875	23	still	still	ADV
afs-72267	1875	24	high	high	ADJ
afs-72267	1875	25	.	.	PUNCT
afs-72267	1876	1	the	the	DET
afs-72267	1876	2	estimate	estimate	NOUN
afs-72267	1876	3	of	of	ADP
afs-72267	1876	4	the	the	DET
afs-72267	1876	5	research	research	NOUN
afs-72267	1876	6	capital	capital	NOUN
afs-72267	1876	7	parameter	parameter	NOUN
afs-72267	1876	8	seems	seem	VERB
afs-72267	1876	9	to	to	PART
afs-72267	1876	10	fit	fit	VERB
afs-72267	1876	11	the	the	DET
afs-72267	1876	12	model	model	NOUN
afs-72267	1876	13	slightly	slightly	ADV
afs-72267	1876	14	better	well	ADV
afs-72267	1876	15	than	than	SCONJ
afs-72267	1876	16	does	do	VERB
afs-72267	1876	17	the	the	DET
afs-72267	1876	18	research	research	NOUN
afs-72267	1876	19	flow	flow	NOUN
afs-72267	1876	20	estimate	estimate	NOUN
afs-72267	1876	21	.	.	PUNCT
afs-72267	1877	1	inspection	inspection	NOUN
afs-72267	1877	2	of	of	ADP
afs-72267	1877	3	the	the	DET
afs-72267	1877	4	elasticity	elasticity	NOUN
afs-72267	1877	5	estimates	estimate	NOUN
afs-72267	1877	6	with	with	ADP
afs-72267	1877	7	respect	respect	NOUN
afs-72267	1877	8	to	to	ADP
afs-72267	1877	9	the	the	DET
afs-72267	1877	10	different	different	ADJ
afs-72267	1877	11	variables	variable	NOUN
afs-72267	1877	12	immediately	immediately	ADV
afs-72267	1877	13	draws	draw	VERB
afs-72267	1877	14	attention	attention	NOUN
afs-72267	1877	15	to	to	ADP
afs-72267	1877	16	the	the	DET
afs-72267	1877	17	considerably	considerably	ADV
afs-72267	1877	18	lower	low	ADJ
afs-72267	1877	19	estimates	estimate	NOUN
afs-72267	1877	20	for	for	ADP
afs-72267	1877	21	capital	capital	NOUN
afs-72267	1877	22	,	,	PUNCT
afs-72267	1877	23	which	which	PRON
afs-72267	1877	24	,	,	PUNCT
afs-72267	1877	25	however	however	ADV
afs-72267	1877	26	,	,	PUNCT
afs-72267	1877	27	has	have	AUX
afs-72267	1877	28	also	also	ADV
afs-72267	1877	29	lost	lose	VERB
afs-72267	1877	30	confidence	confidence	NOUN
afs-72267	1877	31	.	.	PUNCT
afs-72267	1878	1	the	the	DET
afs-72267	1878	2	significance	significance	NOUN
afs-72267	1878	3	of	of	ADP
afs-72267	1878	4	the	the	DET
afs-72267	1878	5	elasticity	elasticity	NOUN
afs-72267	1878	6	with	with	ADP
afs-72267	1878	7	respect	respect	NOUN
afs-72267	1878	8	to	to	ADP
afs-72267	1878	9	labour	labour	NOUN
afs-72267	1878	10	is	be	AUX
afs-72267	1878	11	modest	modest	ADJ
afs-72267	1878	12	,	,	PUNCT
afs-72267	1878	13	while	while	SCONJ
afs-72267	1878	14	the	the	DET
afs-72267	1878	15	external	external	ADJ
afs-72267	1878	16	inputs	input	NOUN
afs-72267	1878	17	estimate	estimate	NOUN
afs-72267	1878	18	is	be	AUX
afs-72267	1878	19	clearly	clearly	ADV
afs-72267	1878	20	insignificant	insignificant	ADJ
afs-72267	1878	21	and	and	CCONJ
afs-72267	1878	22	in	in	ADP
afs-72267	1878	23	the	the	DET
afs-72267	1878	24	former	former	ADJ
afs-72267	1878	25	regression	regression	NOUN
afs-72267	1878	26	has	have	VERB
afs-72267	1878	27	a	a	DET
afs-72267	1878	28	negative	negative	ADJ
afs-72267	1878	29	sign	sign	NOUN
afs-72267	1878	30	.	.	PUNCT
afs-72267	1879	1	inclusion	inclusion	NOUN
afs-72267	1879	2	of	of	ADP
afs-72267	1879	3	an	an	DET
afs-72267	1879	4	extension	extension	NOUN
afs-72267	1879	5	variable	variable	NOUN
afs-72267	1879	6	does	do	AUX
afs-72267	1879	7	not	not	PART
afs-72267	1879	8	affect	affect	VERB
afs-72267	1879	9	the	the	DET
afs-72267	1879	10	model	model	NOUN
afs-72267	1879	11	very	very	ADV
afs-72267	1879	12	much	much	ADV
afs-72267	1879	13	.	.	PUNCT
afs-72267	1880	1	the	the	DET
afs-72267	1880	2	elasticity	elasticity	NOUN
afs-72267	1880	3	estimate	estimate	NOUN
afs-72267	1880	4	with	with	ADP
afs-72267	1880	5	respect	respect	NOUN
afs-72267	1880	6	to	to	ADP
afs-72267	1880	7	the	the	DET
afs-72267	1880	8	research	research	NOUN
afs-72267	1880	9	capital	capital	NOUN
afs-72267	1880	10	changes	change	NOUN
afs-72267	1880	11	in	in	ADP
afs-72267	1880	12	an	an	DET
afs-72267	1880	13	interesting	interesting	ADJ
afs-72267	1880	14	way	way	NOUN
afs-72267	1880	15	.	.	PUNCT
afs-72267	1881	1	first	first	ADV
afs-72267	1881	2	of	of	ADP
afs-72267	1881	3	all	all	PRON
afs-72267	1881	4	,	,	PUNCT
afs-72267	1881	5	compared	compare	VERB
afs-72267	1881	6	to	to	ADP
afs-72267	1881	7	the	the	DET
afs-72267	1881	8	flow	flow	NOUN
afs-72267	1881	9	elasticities	elasticity	NOUN
afs-72267	1881	10	the	the	DET
afs-72267	1881	11	estimate	estimate	NOUN
afs-72267	1881	12	increases	increase	VERB
afs-72267	1881	13	to	to	ADP
afs-72267	1881	14	0.338	0.338	NUM
afs-72267	1881	15	in	in	ADP
afs-72267	1881	16	regression	regression	NOUN
afs-72267	1881	17	(	(	PUNCT
afs-72267	1881	18	46	46	NUM
afs-72267	1881	19	)	)	PUNCT
afs-72267	1881	20	and	and	CCONJ
afs-72267	1881	21	0.247	0.247	NUM
afs-72267	1881	22	in	in	ADP
afs-72267	1881	23	regression	regression	NOUN
afs-72267	1881	24	(	(	PUNCT
afs-72267	1881	25	47	47	NUM
afs-72267	1881	26	)	)	PUNCT
afs-72267	1881	27	.	.	PUNCT
afs-72267	1882	1	this	this	PRON
afs-72267	1882	2	is	be	AUX
afs-72267	1882	3	natural	natural	ADJ
afs-72267	1882	4	,	,	PUNCT
afs-72267	1882	5	since	since	SCONJ
afs-72267	1882	6	the	the	DET
afs-72267	1882	7	estimate	estimate	NOUN
afs-72267	1882	8	represents	represent	VERB
afs-72267	1882	9	an	an	DET
afs-72267	1882	10	elasticity	elasticity	NOUN
afs-72267	1882	11	relating	relate	VERB
afs-72267	1882	12	a	a	DET
afs-72267	1882	13	percentage	percentage	NOUN
afs-72267	1882	14	change	change	NOUN
afs-72267	1882	15	in	in	ADP
afs-72267	1882	16	production	production	NOUN
afs-72267	1882	17	to	to	ADP
afs-72267	1882	18	a	a	DET
afs-72267	1882	19	percentage	percentage	NOUN
afs-72267	1882	20	change	change	NOUN
afs-72267	1882	21	in	in	ADP
afs-72267	1882	22	the	the	DET
afs-72267	1882	23	research	research	NOUN
afs-72267	1882	24	input	input	NOUN
afs-72267	1882	25	.	.	PUNCT
afs-72267	1883	1	326	326	NUM
afs-72267	1883	2	table	table	NOUN
afs-72267	1883	3	24	24	NUM
afs-72267	1883	4	.	.	PUNCT
afs-72267	1884	1	cobb	cobb	PROPN
afs-72267	1884	2	-	-	PUNCT
afs-72267	1884	3	douglas	douglas	PROPN
afs-72267	1884	4	production	production	NOUN
afs-72267	1884	5	functions	function	NOUN
afs-72267	1884	6	with	with	ADP
afs-72267	1884	7	public	public	ADJ
afs-72267	1884	8	research	research	NOUN
afs-72267	1884	9	measured	measure	VERB
afs-72267	1884	10	as	as	ADP
afs-72267	1884	11	an	an	DET
afs-72267	1884	12	undepreciated	undepreciated	ADJ
afs-72267	1884	13	stock	stock	NOUN
afs-72267	1884	14	.	.	PUNCT
afs-72267	1885	1	regression	regression	NOUN
afs-72267	1885	2	(	(	PUNCT
afs-72267	1885	3	46	46	NUM
afs-72267	1885	4	)	)	PUNCT
afs-72267	1885	5	(	(	PUNCT
afs-72267	1885	6	47	47	NUM
afs-72267	1885	7	)	)	PUNCT
afs-72267	1885	8	s.l	s.l	PROPN
afs-72267	1885	9	.	.	PUNCT
afs-72267	1886	1	s.l	s.l	PROPN
afs-72267	1886	2	.	.	NOUN
afs-72267	1886	3	constant	constant	ADJ
afs-72267	1886	4	1.326	1.326	NUM
afs-72267	1886	5	0.286	0.286	NUM
afs-72267	1886	6	1.224	1.224	NUM
afs-72267	1886	7	0.313	0.313	NUM
afs-72267	1886	8	(	(	PUNCT
afs-72267	1886	9	1.219	1.219	NUM
afs-72267	1886	10	)	)	PUNCT
afs-72267	1886	11	(	(	PUNCT
afs-72267	1886	12	1.193	1.193	NUM
afs-72267	1886	13	)	)	PUNCT
afs-72267	1886	14	capital	capital	NOUN
afs-72267	1886	15	0.171	0.171	NUM
afs-72267	1886	16	0.714	0.714	NUM
afs-72267	1886	17	0.242	0.242	NUM
afs-72267	1886	18	0.598	0.598	NUM
afs-72267	1886	19	(	(	PUNCT
afs-72267	1886	20	0.462	0.462	NUM
afs-72267	1886	21	)	)	PUNCT
afs-72267	1886	22	(	(	PUNCT
afs-72267	1886	23	0.454	0.454	NUM
afs-72267	1886	24	)	)	PUNCT
afs-72267	1886	25	labour	labour	NOUN
afs-72267	1886	26	0.207	0.207	NUM
afs-72267	1886	27	0.007	0.007	NUM
afs-72267	1886	28	0.135	0.135	NUM
afs-72267	1886	29	0.117	0.117	NUM
afs-72267	1886	30	(	(	PUNCT
afs-72267	1886	31	0.071	0.071	NUM
afs-72267	1886	32	)	)	PUNCT
afs-72267	1886	33	(	(	PUNCT
afs-72267	1886	34	0.834	0.834	NUM
afs-72267	1886	35	)	)	PUNCT
afs-72267	1886	36	external	external	ADJ
afs-72267	1886	37	inputs	input	NOUN
afs-72267	1886	38	—	—	PUNCT
afs-72267	1886	39	0.005	0.005	NUM
afs-72267	1886	40	0.953	0.953	NUM
afs-72267	1886	41	0.015	0.015	NUM
afs-72267	1886	42	0.868	0.868	NUM
afs-72267	1886	43	(	(	PUNCT
afs-72267	1886	44	0.090	0.090	NUM
afs-72267	1886	45	)	)	PUNCT
afs-72267	1886	46	(	(	PUNCT
afs-72267	1886	47	0.089	0.089	NUM
afs-72267	1886	48	)	)	PUNCT
afs-72267	1886	49	research	research	NOUN
afs-72267	1886	50	stock	stock	NOUN
afs-72267	1886	51	0.338	0.338	NUM
afs-72267	1886	52	0.016	0.016	NUM
afs-72267	1886	53	0.247	0.247	NUM
afs-72267	1886	54	0.093	0.093	NUM
afs-72267	1886	55	(	(	PUNCT
afs-72267	1886	56	0.133	0.133	NUM
afs-72267	1886	57	)	)	PUNCT
afs-72267	1886	58	(	(	PUNCT
afs-72267	1886	59	0.142	0.142	NUM
afs-72267	1886	60	)	)	PUNCT
afs-72267	1886	61	extension	extension	NOUN
afs-72267	1886	62	0.096	0.096	NUM
afs-72267	1886	63	0.131	0.131	NUM
afs-72267	1886	64	(	(	PUNCT
afs-72267	1886	65	0.062	0.062	NUM
afs-72267	1886	66	)	)	PUNCT
afs-72267	1886	67	r	r	NOUN
afs-72267	1886	68	:	:	PUNCT
afs-72267	1886	69	0.985	0.985	NUM
afs-72267	1886	70	0.987	0.987	NUM
afs-72267	1886	71	stand.error	stand.error	NOUN
afs-72267	1886	72	of	of	ADP
afs-72267	1886	73	estimate	estimate	NOUN
afs-72267	1886	74	0.023	0.023	NUM
afs-72267	1886	75	0.022	0.022	NUM
afs-72267	1886	76	f	f	X
afs-72267	1886	77	-	-	PUNCT
afs-72267	1886	78	ratio	ratio	NOUN
afs-72267	1886	79	507.71	507.71	NUM
afs-72267	1886	80	*	*	PUNCT
afs-72267	1886	81	»	»	X
afs-72267	1886	82	*	*	X
afs-72267	1886	83	425.876	425.876	NUM
afs-72267	1886	84	*	*	PUNCT
afs-72267	1886	85	*	*	PUNCT
afs-72267	1887	1	*	*	PUNCT
afs-72267	1888	1	d	d	X
afs-72267	1888	2	-	-	PUNCT
afs-72267	1888	3	w	w	NOUN
afs-72267	1888	4	test	test	NOUN
afs-72267	1888	5	value	value	NOUN
afs-72267	1888	6	1.094	1.094	NUM
afs-72267	1888	7	1.115	1.115	NUM
afs-72267	1888	8	since	since	SCONJ
afs-72267	1888	9	a	a	DET
afs-72267	1888	10	percentage	percentage	NOUN
afs-72267	1888	11	change	change	NOUN
afs-72267	1888	12	in	in	ADP
afs-72267	1888	13	the	the	DET
afs-72267	1888	14	whole	whole	ADJ
afs-72267	1888	15	research	research	NOUN
afs-72267	1888	16	capital	capital	NOUN
afs-72267	1888	17	is	be	AUX
afs-72267	1888	18	considerably	considerably	ADV
afs-72267	1888	19	higher	high	ADJ
afs-72267	1888	20	than	than	ADP
afs-72267	1888	21	a	a	DET
afs-72267	1888	22	percentage	percentage	NOUN
afs-72267	1888	23	change	change	NOUN
afs-72267	1888	24	in	in	ADP
afs-72267	1888	25	the	the	DET
afs-72267	1888	26	annual	annual	ADJ
afs-72267	1888	27	funds	fund	NOUN
afs-72267	1888	28	,	,	PUNCT
afs-72267	1888	29	the	the	DET
afs-72267	1888	30	elasticity	elasticity	NOUN
afs-72267	1888	31	is	be	AUX
afs-72267	1888	32	naturally	naturally	ADV
afs-72267	1888	33	higher	high	ADJ
afs-72267	1888	34	.	.	PUNCT
afs-72267	1889	1	the	the	DET
afs-72267	1889	2	second	second	ADJ
afs-72267	1889	3	interesting	interesting	ADJ
afs-72267	1889	4	feature	feature	NOUN
afs-72267	1889	5	is	be	AUX
afs-72267	1889	6	the	the	DET
afs-72267	1889	7	rise	rise	NOUN
afs-72267	1889	8	in	in	ADP
afs-72267	1889	9	the	the	DET
afs-72267	1889	10	confidence	confidence	NOUN
afs-72267	1889	11	of	of	ADP
afs-72267	1889	12	the	the	DET
afs-72267	1889	13	research	research	NOUN
afs-72267	1889	14	coefficient	coefficient	NOUN
afs-72267	1889	15	.	.	PUNCT
afs-72267	1890	1	in	in	ADP
afs-72267	1890	2	regression	regression	NOUN
afs-72267	1890	3	(	(	PUNCT
afs-72267	1890	4	9	9	NUM
afs-72267	1890	5	)	)	PUNCT
afs-72267	1890	6	the	the	DET
afs-72267	1890	7	significance	significance	NOUN
afs-72267	1890	8	was	be	AUX
afs-72267	1890	9	0.120	0.120	NUM
afs-72267	1890	10	,	,	PUNCT
afs-72267	1890	11	and	and	CCONJ
afs-72267	1890	12	in	in	ADP
afs-72267	1890	13	(	(	PUNCT
afs-72267	1890	14	46	46	NUM
afs-72267	1890	15	)	)	PUNCT
afs-72267	1890	16	it	it	PRON
afs-72267	1890	17	is	be	AUX
afs-72267	1890	18	0.016	0.016	NUM
afs-72267	1890	19	.	.	PUNCT
afs-72267	1891	1	the	the	DET
afs-72267	1891	2	significance	significance	NOUN
afs-72267	1891	3	in	in	ADP
afs-72267	1891	4	(	(	PUNCT
afs-72267	1891	5	10	10	NUM
afs-72267	1891	6	)	)	PUNCT
afs-72267	1891	7	,	,	PUNCT
afs-72267	1891	8	was	be	AUX
afs-72267	1891	9	,	,	PUNCT
afs-72267	1891	10	analogously	analogously	ADV
afs-72267	1891	11	,	,	PUNCT
afs-72267	1891	12	about	about	ADP
afs-72267	1891	13	0.374	0.374	NUM
afs-72267	1891	14	,	,	PUNCT
afs-72267	1891	15	and	and	CCONJ
afs-72267	1891	16	in	in	ADP
afs-72267	1891	17	(	(	PUNCT
afs-72267	1891	18	47	47	NUM
afs-72267	1891	19	)	)	PUNCT
afs-72267	1891	20	it	it	PRON
afs-72267	1891	21	is	be	AUX
afs-72267	1891	22	0.093	0.093	NUM
afs-72267	1891	23	.	.	PUNCT
afs-72267	1892	1	obviously	obviously	ADV
afs-72267	1892	2	,	,	PUNCT
afs-72267	1892	3	the	the	DET
afs-72267	1892	4	elasticity	elasticity	NOUN
afs-72267	1892	5	estimate	estimate	NOUN
afs-72267	1892	6	with	with	ADP
afs-72267	1892	7	respect	respect	NOUN
afs-72267	1892	8	to	to	ADP
afs-72267	1892	9	the	the	DET
afs-72267	1892	10	undepreciated	undepreciate	VERB
afs-72267	1892	11	research	research	NOUN
afs-72267	1892	12	capital	capital	NOUN
afs-72267	1892	13	seems	seem	VERB
afs-72267	1892	14	to	to	PART
afs-72267	1892	15	be	be	AUX
afs-72267	1892	16	more	more	ADV
afs-72267	1892	17	reliable	reliable	ADJ
afs-72267	1892	18	than	than	SCONJ
afs-72267	1892	19	the	the	DET
afs-72267	1892	20	research	research	NOUN
afs-72267	1892	21	flow	flow	NOUN
afs-72267	1892	22	estimate	estimate	NOUN
afs-72267	1892	23	as	as	ADP
afs-72267	1892	24	the	the	DET
afs-72267	1892	25	significance	significance	NOUN
afs-72267	1892	26	is	be	AUX
afs-72267	1892	27	higher	high	ADJ
afs-72267	1892	28	.	.	PUNCT
afs-72267	1893	1	the	the	DET
afs-72267	1893	2	results	result	NOUN
afs-72267	1893	3	from	from	ADP
afs-72267	1893	4	the	the	DET
afs-72267	1893	5	total	total	ADJ
afs-72267	1893	6	research	research	NOUN
afs-72267	1893	7	stock	stock	NOUN
afs-72267	1893	8	in	in	ADP
afs-72267	1893	9	appendix	appendix	PROPN
afs-72267	1893	10	16	16	NUM
afs-72267	1893	11	mainly	mainly	ADV
afs-72267	1893	12	show	show	VERB
afs-72267	1893	13	the	the	DET
afs-72267	1893	14	same	same	ADJ
afs-72267	1893	15	results	result	NOUN
afs-72267	1893	16	as	as	ADP
afs-72267	1893	17	for	for	ADP
afs-72267	1893	18	the	the	DET
afs-72267	1893	19	public	public	ADJ
afs-72267	1893	20	research	research	NOUN
afs-72267	1893	21	.	.	PUNCT
afs-72267	1894	1	the	the	DET
afs-72267	1894	2	most	most	ADV
afs-72267	1894	3	obvious	obvious	ADJ
afs-72267	1894	4	feature	feature	NOUN
afs-72267	1894	5	is	be	AUX
afs-72267	1894	6	the	the	DET
afs-72267	1894	7	slightly	slightly	ADV
afs-72267	1894	8	smaller	small	ADJ
afs-72267	1894	9	estimate	estimate	NOUN
afs-72267	1894	10	of	of	ADP
afs-72267	1894	11	elasticity	elasticity	NOUN
afs-72267	1894	12	with	with	ADP
afs-72267	1894	13	respect	respect	NOUN
afs-72267	1894	14	to	to	ADP
afs-72267	1894	15	the	the	DET
afs-72267	1894	16	total	total	ADJ
afs-72267	1894	17	research	research	NOUN
afs-72267	1894	18	stock	stock	NOUN
afs-72267	1894	19	than	than	ADP
afs-72267	1894	20	the	the	DET
afs-72267	1894	21	elasticity	elasticity	NOUN
afs-72267	1894	22	estimate	estimate	NOUN
afs-72267	1894	23	of	of	ADP
afs-72267	1894	24	the	the	DET
afs-72267	1894	25	public	public	ADJ
afs-72267	1894	26	research	research	NOUN
afs-72267	1894	27	stock	stock	NOUN
afs-72267	1894	28	.	.	PUNCT
afs-72267	1895	1	the	the	DET
afs-72267	1895	2	difference	difference	NOUN
afs-72267	1895	3	is	be	AUX
afs-72267	1895	4	,	,	PUNCT
afs-72267	1895	5	however	however	ADV
afs-72267	1895	6	,	,	PUNCT
afs-72267	1895	7	not	not	PART
afs-72267	1895	8	large	large	ADJ
afs-72267	1895	9	.	.	PUNCT
afs-72267	1896	1	5.3.2	5.3.2	X
afs-72267	1896	2	.	.	PUNCT
afs-72267	1896	3	depreciated	depreciate	VERB
afs-72267	1896	4	research	research	NOUN
afs-72267	1896	5	stock	stock	NOUN
afs-72267	1896	6	in	in	ADP
afs-72267	1896	7	the	the	DET
afs-72267	1896	8	following	follow	VERB
afs-72267	1896	9	the	the	DET
afs-72267	1896	10	estimations	estimation	NOUN
afs-72267	1896	11	including	include	VERB
afs-72267	1896	12	a	a	DET
afs-72267	1896	13	depreciated	depreciate	VERB
afs-72267	1896	14	research	research	NOUN
afs-72267	1896	15	stock	stock	NOUN
afs-72267	1896	16	are	be	AUX
afs-72267	1896	17	reported	report	VERB
afs-72267	1896	18	.	.	PUNCT
afs-72267	1897	1	research	research	NOUN
afs-72267	1897	2	results	result	NOUN
afs-72267	1897	3	were	be	AUX
afs-72267	1897	4	assumed	assume	VERB
afs-72267	1897	5	to	to	PART
afs-72267	1897	6	become	become	VERB
afs-72267	1897	7	obsolescent	obsolescent	ADJ
afs-72267	1897	8	or	or	CCONJ
afs-72267	1897	9	superfluous	superfluous	ADJ
afs-72267	1897	10	because	because	SCONJ
afs-72267	1897	11	of	of	ADP
afs-72267	1897	12	changes	change	NOUN
afs-72267	1897	13	in	in	ADP
afs-72267	1897	14	the	the	DET
afs-72267	1897	15	environment	environment	NOUN
afs-72267	1897	16	20	20	NUM
afs-72267	1897	17	years	year	NOUN
afs-72267	1897	18	after	after	SCONJ
afs-72267	1897	19	research	research	NOUN
afs-72267	1897	20	grants	grant	NOUN
afs-72267	1897	21	were	be	AUX
afs-72267	1897	22	made	make	VERB
afs-72267	1897	23	.	.	PUNCT
afs-72267	1898	1	the	the	DET
afs-72267	1898	2	two	two	NUM
afs-72267	1898	3	alternative	alternative	ADJ
afs-72267	1898	4	assumptions	assumption	NOUN
afs-72267	1898	5	of	of	ADP
afs-72267	1898	6	depreciation	depreciation	NOUN
afs-72267	1898	7	for	for	ADP
afs-72267	1898	8	rk	rk	NOUN
afs-72267	1898	9	=	=	SYM
afs-72267	1898	10	i	i	NOUN
afs-72267	1898	11	(	(	PUNCT
afs-72267	1898	12	r	r	NOUN
afs-72267	1898	13	,	,	PUNCT
afs-72267	1898	14	d	d	NOUN
afs-72267	1898	15	,	,	PUNCT
afs-72267	1898	16	r,_2o	r,_2o	NOUN
afs-72267	1898	17	)	)	PUNCT
afs-72267	1898	18	were	be	AUX
afs-72267	1898	19	d,=	d,=	ADJ
afs-72267	1898	20	0.5	0.5	NUM
afs-72267	1898	21	and	and	CCONJ
afs-72267	1898	22	d,=	d,=	PROPN
afs-72267	1898	23	1.0	1.0	NUM
afs-72267	1898	24	,	,	PUNCT
afs-72267	1898	25	i.e.	i.e.	X
afs-72267	1898	26	a5o	a5o	NOUN
afs-72267	1898	27	%	%	NOUN
afs-72267	1898	28	and	and	CCONJ
afs-72267	1898	29	a	a	DET
afs-72267	1898	30	100	100	NUM
afs-72267	1898	31	%	%	NOUN
afs-72267	1898	32	rate	rate	NOUN
afs-72267	1898	33	of	of	ADP
afs-72267	1898	34	depreciation	depreciation	NOUN
afs-72267	1898	35	.	.	PUNCT
afs-72267	1899	1	the	the	DET
afs-72267	1899	2	results	result	NOUN
afs-72267	1899	3	when	when	SCONJ
afs-72267	1899	4	the	the	DET
afs-72267	1899	5	research	research	NOUN
afs-72267	1899	6	stock	stock	NOUN
afs-72267	1899	7	includes	include	VERB
afs-72267	1899	8	only	only	ADV
afs-72267	1899	9	public	public	ADJ
afs-72267	1899	10	research	research	NOUN
afs-72267	1899	11	are	be	AUX
afs-72267	1899	12	presented	present	VERB
afs-72267	1899	13	in	in	ADP
afs-72267	1899	14	tables	table	NOUN
afs-72267	1899	15	25	25	NUM
afs-72267	1899	16	and	and	CCONJ
afs-72267	1899	17	26	26	NUM
afs-72267	1899	18	.	.	PUNCT
afs-72267	1900	1	only	only	ADV
afs-72267	1900	2	minor	minor	ADJ
afs-72267	1900	3	changes	change	NOUN
afs-72267	1900	4	take	take	VERB
afs-72267	1900	5	place	place	NOUN
afs-72267	1900	6	in	in	ADP
afs-72267	1900	7	the	the	DET
afs-72267	1900	8	parameter	parameter	NOUN
afs-72267	1900	9	estimates	estimate	NOUN
afs-72267	1900	10	.	.	PUNCT
afs-72267	1901	1	the	the	DET
afs-72267	1901	2	coefficient	coefficient	NOUN
afs-72267	1901	3	of	of	ADP
afs-72267	1901	4	determination	determination	NOUN
afs-72267	1901	5	,	,	PUNCT
afs-72267	1901	6	the	the	DET
afs-72267	1901	7	f	f	NOUN
afs-72267	1901	8	-	-	PUNCT
afs-72267	1901	9	ratio	ratio	NOUN
afs-72267	1901	10	and	and	CCONJ
afs-72267	1901	11	the	the	DET
afs-72267	1901	12	durbin	durbin	ADJ
afs-72267	1901	13	-	-	PUNCT
afs-72267	1901	14	watson	watson	NOUN
afs-72267	1901	15	test	test	NOUN
afs-72267	1901	16	value	value	NOUN
afs-72267	1901	17	in	in	ADP
afs-72267	1901	18	table	table	NOUN
afs-72267	1901	19	24	24	NUM
afs-72267	1901	20	are	be	AUX
afs-72267	1901	21	slightly	slightly	ADV
afs-72267	1901	22	better	well	ADJ
afs-72267	1901	23	than	than	ADP
afs-72267	1901	24	in	in	ADP
afs-72267	1901	25	table	table	NOUN
afs-72267	1901	26	25	25	NUM
afs-72267	1901	27	.	.	PUNCT
afs-72267	1902	1	the	the	DET
afs-72267	1902	2	significance	significance	NOUN
afs-72267	1902	3	of	of	ADP
afs-72267	1902	4	capital	capital	NOUN
afs-72267	1902	5	in	in	ADP
afs-72267	1902	6	table	table	NOUN
afs-72267	1902	7	25	25	NUM
afs-72267	1902	8	is	be	AUX
afs-72267	1902	9	,	,	PUNCT
afs-72267	1902	10	however	however	ADV
afs-72267	1902	11	,	,	PUNCT
afs-72267	1902	12	better	well	ADJ
afs-72267	1902	13	and	and	CCONJ
afs-72267	1902	14	no	no	DET
afs-72267	1902	15	negative	negative	ADJ
afs-72267	1902	16	signs	sign	NOUN
afs-72267	1902	17	for	for	ADP
afs-72267	1902	18	external	external	ADJ
afs-72267	1902	19	inputs	input	NOUN
afs-72267	1902	20	appeared	appear	VERB
afs-72267	1902	21	.	.	PUNCT
afs-72267	1903	1	the	the	DET
afs-72267	1903	2	elasticity	elasticity	NOUN
afs-72267	1903	3	of	of	ADP
afs-72267	1903	4	the	the	DET
afs-72267	1903	5	research	research	NOUN
afs-72267	1903	6	capital	capital	NOUN
afs-72267	1903	7	in	in	ADP
afs-72267	1903	8	table	table	NOUN
afs-72267	1903	9	25	25	NUM
afs-72267	1903	10	is	be	AUX
afs-72267	1903	11	almost	almost	ADV
afs-72267	1903	12	the	the	DET
afs-72267	1903	13	same	same	ADJ
afs-72267	1903	14	in	in	ADP
afs-72267	1903	15	size	size	NOUN
afs-72267	1903	16	,	,	PUNCT
afs-72267	1903	17	or	or	CCONJ
afs-72267	1903	18	0.212—0.297	0.212—0.297	NUM
afs-72267	1903	19	,	,	PUNCT
afs-72267	1903	20	and	and	CCONJ
afs-72267	1903	21	the	the	DET
afs-72267	1903	22	confidence	confidence	NOUN
afs-72267	1903	23	is	be	AUX
afs-72267	1903	24	a	a	DET
afs-72267	1903	25	little	little	ADJ
afs-72267	1903	26	lower	low	ADJ
afs-72267	1903	27	.	.	PUNCT
afs-72267	1904	1	the	the	DET
afs-72267	1904	2	differences	difference	NOUN
afs-72267	1904	3	are	be	AUX
afs-72267	1904	4	so	so	ADV
afs-72267	1904	5	small	small	ADJ
afs-72267	1904	6	,	,	PUNCT
afs-72267	1904	7	however	however	ADV
afs-72267	1904	8	,	,	PUNCT
afs-72267	1904	9	that	that	SCONJ
afs-72267	1904	10	it	it	PRON
afs-72267	1904	11	is	be	AUX
afs-72267	1904	12	difficult	difficult	ADJ
afs-72267	1904	13	to	to	PART
afs-72267	1904	14	judge	judge	VERB
afs-72267	1904	15	which	which	DET
afs-72267	1904	16	table	table	NOUN
afs-72267	1904	17	gives	give	VERB
afs-72267	1904	18	more	more	ADV
afs-72267	1904	19	reliable	reliable	ADJ
afs-72267	1904	20	results	result	NOUN
afs-72267	1904	21	.	.	PUNCT
afs-72267	1905	1	table	table	NOUN
afs-72267	1905	2	26	26	NUM
afs-72267	1905	3	shows	show	VERB
afs-72267	1905	4	that	that	SCONJ
afs-72267	1905	5	a	a	DET
afs-72267	1905	6	total	total	ADJ
afs-72267	1905	7	depreciation	depreciation	NOUN
afs-72267	1905	8	of	of	ADP
afs-72267	1905	9	the	the	DET
afs-72267	1905	10	research	research	NOUN
afs-72267	1905	11	capital	capital	NOUN
afs-72267	1905	12	does	do	AUX
afs-72267	1905	13	not	not	PART
afs-72267	1905	14	improve	improve	VERB
afs-72267	1905	15	the	the	DET
afs-72267	1905	16	regressions	regression	NOUN
afs-72267	1905	17	.	.	PUNCT
afs-72267	1906	1	the	the	DET
afs-72267	1906	2	same	same	ADJ
afs-72267	1906	3	tendencies	tendency	NOUN
afs-72267	1906	4	continue	continue	VERB
afs-72267	1906	5	as	as	ADP
afs-72267	1906	6	when	when	SCONJ
afs-72267	1906	7	research	research	NOUN
afs-72267	1906	8	capital	capital	NOUN
afs-72267	1906	9	was	be	AUX
afs-72267	1906	10	depreciated	depreciate	VERB
afs-72267	1906	11	by	by	ADP
afs-72267	1906	12	50	50	NUM
afs-72267	1906	13	%	%	NOUN
afs-72267	1906	14	.	.	PUNCT
afs-72267	1907	1	the	the	DET
afs-72267	1907	2	estimate	estimate	NOUN
afs-72267	1907	3	of	of	ADP
afs-72267	1907	4	the	the	DET
afs-72267	1907	5	research	research	NOUN
afs-72267	1907	6	coefficient	coefficient	NOUN
afs-72267	1907	7	decreases	decrease	VERB
afs-72267	1907	8	to	to	ADP
afs-72267	1907	9	0.174	0.174	NUM
afs-72267	1907	10	-	-	PUNCT
afs-72267	1907	11	0.252	0.252	NUM
afs-72267	1907	12	,	,	PUNCT
afs-72267	1907	13	the	the	DET
afs-72267	1907	14	former	former	ADJ
afs-72267	1907	15	value	value	NOUN
afs-72267	1907	16	327	327	NUM
afs-72267	1907	17	table	table	NOUN
afs-72267	1907	18	25	25	NUM
afs-72267	1907	19	.	.	PUNCT
afs-72267	1907	20	cobb	cobb	PROPN
afs-72267	1907	21	-	-	PUNCT
afs-72267	1907	22	douglas	douglas	PROPN
afs-72267	1907	23	production	production	NOUN
afs-72267	1907	24	functions	function	NOUN
afs-72267	1907	25	with	with	ADP
afs-72267	1907	26	public	public	ADJ
afs-72267	1907	27	research	research	NOUN
afs-72267	1907	28	measured	measure	VERB
afs-72267	1907	29	as	as	ADP
afs-72267	1907	30	a	a	DET
afs-72267	1907	31	stock	stock	NOUN
afs-72267	1907	32	with	with	ADP
afs-72267	1907	33	50	50	NUM
afs-72267	1907	34	%	%	NOUN
afs-72267	1907	35	depreciation	depreciation	NOUN
afs-72267	1907	36	after	after	ADP
afs-72267	1907	37	20	20	NUM
afs-72267	1907	38	years	year	NOUN
afs-72267	1907	39	.	.	PUNCT
afs-72267	1908	1	regression	regression	NOUN
afs-72267	1908	2	(	(	PUNCT
afs-72267	1908	3	50	50	NUM
afs-72267	1908	4	)	)	PUNCT
afs-72267	1908	5	(	(	PUNCT
afs-72267	1908	6	51	51	NUM
afs-72267	1908	7	)	)	PUNCT
afs-72267	1908	8	8.1	8.1	NUM
afs-72267	1908	9	.	.	PUNCT
afs-72267	1909	1	s.l	s.l	PROPN
afs-72267	1909	2	.	.	NOUN
afs-72267	1909	3	constant	constant	ADJ
afs-72267	1909	4	0.757	0.757	NUM
afs-72267	1909	5	0.482	0.482	NUM
afs-72267	1909	6	0.774	0.774	NUM
afs-72267	1909	7	0.463	0.463	NUM
afs-72267	1909	8	(	(	PUNCT
afs-72267	1909	9	1.063	1.063	NUM
afs-72267	1909	10	)	)	PUNCT
afs-72267	1909	11	(	(	PUNCT
afs-72267	1909	12	1.040	1.040	NUM
afs-72267	1909	13	)	)	PUNCT
afs-72267	1909	14	capital	capital	NOUN
afs-72267	1909	15	0.349	0.349	NUM
afs-72267	1909	16	0.402	0.402	NUM
afs-72267	1909	17	0.387	0.387	NUM
afs-72267	1909	18	0.344	0.344	NUM
afs-72267	1909	19	(	(	PUNCT
afs-72267	1909	20	0.411	0.411	NUM
afs-72267	1909	21	)	)	PUNCT
afs-72267	1909	22	(	(	PUNCT
afs-72267	1909	23	0.403	0.403	NUM
afs-72267	1909	24	)	)	PUNCT
afs-72267	1909	25	labour	labour	NOUN
afs-72267	1909	26	0.185	0.185	NUM
afs-72267	1909	27	0.007	0.007	NUM
afs-72267	1909	28	0.116	0.116	NUM
afs-72267	1909	29	0.144	0.144	NUM
afs-72267	1909	30	(	(	PUNCT
afs-72267	1909	31	0.064	0.064	NUM
afs-72267	1909	32	)	)	PUNCT
afs-72267	1909	33	(	(	PUNCT
afs-72267	1909	34	0.077	0.077	NUM
afs-72267	1909	35	)	)	PUNCT
afs-72267	1909	36	external	external	ADJ
afs-72267	1909	37	inputs	input	NOUN
afs-72267	1909	38	0.002	0.002	NUM
afs-72267	1909	39	0.979	0.979	NUM
afs-72267	1909	40	0.021	0.021	NUM
afs-72267	1909	41	0.813	0.813	NUM
afs-72267	1909	42	(	(	PUNCT
afs-72267	1909	43	0.090	0.090	NUM
afs-72267	1909	44	)	)	PUNCT
afs-72267	1909	45	(	(	PUNCT
afs-72267	1909	46	0.089	0.089	NUM
afs-72267	1909	47	)	)	PUNCT
afs-72267	1909	48	research	research	NOUN
afs-72267	1909	49	stock	stock	NOUN
afs-72267	1909	50	0.297	0.297	NUM
afs-72267	1909	51	0.018	0.018	NUM
afs-72267	1909	52	0.212	0.212	NUM
afs-72267	1909	53	0.113	0.113	NUM
afs-72267	1909	54	(	(	PUNCT
afs-72267	1909	55	0.119	0.119	NUM
afs-72267	1909	56	)	)	PUNCT
afs-72267	1909	57	(	(	PUNCT
afs-72267	1909	58	0.129	0.129	NUM
afs-72267	1909	59	)	)	PUNCT
afs-72267	1909	60	extension	extension	NOUN
afs-72267	1909	61	0.096	0.096	NUM
afs-72267	1909	62	0.137	0.137	NUM
afs-72267	1909	63	(	(	PUNCT
afs-72267	1909	64	0.063	0.063	NUM
afs-72267	1909	65	)	)	PUNCT
afs-72267	1909	66	r	r	NOUN
afs-72267	1909	67	;	;	PUNCT
afs-72267	1909	68	0.985	0.985	NUM
afs-72267	1909	69	0.986	0.986	NUM
afs-72267	1909	70	stand.error	stand.error	NOUN
afs-72267	1909	71	of	of	ADP
afs-72267	1909	72	estimate	estimate	NOUN
afs-72267	1909	73	0.023	0.023	NUM
afs-72267	1909	74	0.022	0.022	NUM
afs-72267	1909	75	f	f	X
afs-72267	1909	76	-	-	PUNCT
afs-72267	1909	77	ratio	ratio	NOUN
afs-72267	1909	78	503.63	503.63	NUM
afs-72267	1909	79	*	*	PUNCT
afs-72267	1909	80	*	*	PUNCT
afs-72267	1909	81	*	*	PUNCT
afs-72267	1910	1	421.38	421.38	NUM
afs-72267	1910	2	*	*	PUNCT
afs-72267	1910	3	*	*	PUNCT
afs-72267	1910	4	*	*	PUNCT
afs-72267	1910	5	d	d	X
afs-72267	1910	6	-	-	PUNCT
afs-72267	1910	7	w	w	PROPN
afs-72267	1910	8	test	test	NOUN
afs-72267	1910	9	value	value	NOUN
afs-72267	1910	10	1.082	1.082	NUM
afs-72267	1910	11	1.105	1.105	NUM
afs-72267	1910	12	table	table	NOUN
afs-72267	1910	13	26	26	NUM
afs-72267	1910	14	.	.	PUNCT
afs-72267	1911	1	cobb	cobb	PROPN
afs-72267	1911	2	-	-	PUNCT
afs-72267	1911	3	douglas	douglas	PROPN
afs-72267	1911	4	production	production	NOUN
afs-72267	1911	5	functions	function	NOUN
afs-72267	1911	6	with	with	ADP
afs-72267	1911	7	public	public	ADJ
afs-72267	1911	8	research	research	NOUN
afs-72267	1911	9	measured	measure	VERB
afs-72267	1911	10	as	as	ADP
afs-72267	1911	11	a	a	DET
afs-72267	1911	12	stock	stock	NOUN
afs-72267	1911	13	with	with	ADP
afs-72267	1911	14	100	100	NUM
afs-72267	1911	15	%	%	NOUN
afs-72267	1911	16	depreciation	depreciation	NOUN
afs-72267	1911	17	after	after	ADP
afs-72267	1911	18	20	20	NUM
afs-72267	1911	19	years	year	NOUN
afs-72267	1911	20	.	.	PUNCT
afs-72267	1912	1	regression	regression	NOUN
afs-72267	1912	2	(	(	PUNCT
afs-72267	1912	3	52	52	NUM
afs-72267	1912	4	)	)	PUNCT
afs-72267	1912	5	(	(	PUNCT
afs-72267	1912	6	53	53	NUM
afs-72267	1912	7	)	)	PUNCT
afs-72267	1912	8	1.1	1.1	NUM
afs-72267	1912	9	.	.	PUNCT
afs-72267	1913	1	1.1	1.1	NUM
afs-72267	1913	2	.	.	PUNCT
afs-72267	1913	3	constant	constant	ADJ
afs-72267	1913	4	0.215	0.215	NUM
afs-72267	1913	5	0.820	0.820	NUM
afs-72267	1913	6	0.368	0.368	NUM
afs-72267	1913	7	0.692	0.692	NUM
afs-72267	1913	8	(	(	PUNCT
afs-72267	1913	9	0.936	0.936	NUM
afs-72267	1913	10	)	)	PUNCT
afs-72267	1913	11	(	(	PUNCT
afs-72267	1913	12	0.020	0.020	NUM
afs-72267	1913	13	)	)	PUNCT
afs-72267	1913	14	capital	capital	NOUN
afs-72267	1913	15	0.535	0.535	NUM
afs-72267	1913	16	0.151	0.151	NUM
afs-72267	1913	17	0.530	0.530	NUM
afs-72267	1913	18	0.146	0.146	NUM
afs-72267	1913	19	(	(	PUNCT
afs-72267	1913	20	0.363	0.363	NUM
afs-72267	1913	21	)	)	PUNCT
afs-72267	1913	22	(	(	PUNCT
afs-72267	1913	23	0.355	0.355	NUM
afs-72267	1913	24	)	)	PUNCT
afs-72267	1913	25	labour	labour	NOUN
afs-72267	1913	26	0.158	0.158	NUM
afs-72267	1913	27	0.009	0.009	NUM
afs-72267	1913	28	0.093	0.093	NUM
afs-72267	1913	29	0.186	0.186	NUM
afs-72267	1913	30	(	(	PUNCT
afs-72267	1913	31	0.057	0.057	NUM
afs-72267	1913	32	)	)	PUNCT
afs-72267	1913	33	(	(	PUNCT
afs-72267	1913	34	0.069	0.069	NUM
afs-72267	1913	35	)	)	PUNCT
afs-72267	1913	36	external	external	ADJ
afs-72267	1913	37	inputs	input	NOUN
afs-72267	1913	38	0.006	0.006	NUM
afs-72267	1913	39	0.951	0.951	NUM
afs-72267	1913	40	0.025	0.025	NUM
afs-72267	1913	41	0.785	0.785	NUM
afs-72267	1913	42	(	(	PUNCT
afs-72267	1913	43	0.091	0.091	NUM
afs-72267	1913	44	)	)	PUNCT
afs-72267	1913	45	(	(	PUNCT
afs-72267	1913	46	0.090	0.090	NUM
afs-72267	1913	47	)	)	PUNCT
afs-72267	1913	48	research	research	NOUN
afs-72267	1913	49	stock	stock	NOUN
afs-72267	1913	50	0.252	0.252	NUM
afs-72267	1913	51	0.023	0.023	NUM
afs-72267	1913	52	0.174	0.174	NUM
afs-72267	1913	53	0.142	0.142	NUM
afs-72267	1913	54	(	(	PUNCT
afs-72267	1913	55	0.106	0.106	NUM
afs-72267	1913	56	)	)	PUNCT
afs-72267	1913	57	(	(	PUNCT
afs-72267	1913	58	0.115	0.115	NUM
afs-72267	1913	59	)	)	PUNCT
afs-72267	1913	60	extension	extension	NOUN
afs-72267	1913	61	0.098	0.098	NUM
afs-72267	1913	62	0.133	0.133	NUM
afs-72267	1913	63	(	(	PUNCT
afs-72267	1913	64	0.063	0.063	NUM
afs-72267	1913	65	)	)	PUNCT
afs-72267	1913	66	r	r	NOUN
afs-72267	1913	67	;	;	PUNCT
afs-72267	1913	68	0.985	0.985	NUM
afs-72267	1913	69	0.986	0.986	NUM
afs-72267	1913	70	stand.error	stand.error	NOUN
afs-72267	1913	71	of	of	ADP
afs-72267	1913	72	estimate	estimate	NOUN
afs-72267	1913	73	0.023	0.023	NUM
afs-72267	1913	74	0.022	0.022	NUM
afs-72267	1913	75	f	f	X
afs-72267	1913	76	-	-	PUNCT
afs-72267	1913	77	ratio	ratio	NOUN
afs-72267	1913	78	496.44	496.44	NUM
afs-72267	1913	79	*	*	PUNCT
afs-72267	1913	80	*	*	PUNCT
afs-72267	1913	81	*	*	PUNCT
afs-72267	1914	1	416.05	416.05	NUM
afs-72267	1914	2	*	*	PUNCT
afs-72267	1914	3	*	*	PUNCT
afs-72267	1914	4	*	*	PUNCT
afs-72267	1914	5	d	d	X
afs-72267	1914	6	-	-	PUNCT
afs-72267	1914	7	w	w	PROPN
afs-72267	1914	8	test	test	NOUN
afs-72267	1914	9	value	value	NOUN
afs-72267	1914	10	1.045	1.045	NUM
afs-72267	1914	11	1.084	1.084	NUM
afs-72267	1914	12	being	be	AUX
afs-72267	1914	13	insignificant	insignificant	ADJ
afs-72267	1914	14	,	,	PUNCT
afs-72267	1914	15	however	however	ADV
afs-72267	1914	16	.	.	PUNCT
afs-72267	1915	1	the	the	DET
afs-72267	1915	2	capital	capital	NOUN
afs-72267	1915	3	coefficient	coefficient	NOUN
afs-72267	1915	4	continues	continue	VERB
afs-72267	1915	5	to	to	PART
afs-72267	1915	6	increase	increase	VERB
afs-72267	1915	7	.	.	PUNCT
afs-72267	1916	1	the	the	DET
afs-72267	1916	2	depreciated	depreciate	VERB
afs-72267	1916	3	research	research	NOUN
afs-72267	1916	4	stock	stock	NOUN
afs-72267	1916	5	for	for	ADP
afs-72267	1916	6	the	the	DET
afs-72267	1916	7	total	total	ADJ
afs-72267	1916	8	research	research	NOUN
afs-72267	1916	9	capital	capital	NOUN
afs-72267	1916	10	at	at	ADP
afs-72267	1916	11	both	both	DET
afs-72267	1916	12	depreciation	depreciation	NOUN
afs-72267	1916	13	rates	rate	NOUN
afs-72267	1916	14	is	be	AUX
afs-72267	1916	15	presented	present	VERB
afs-72267	1916	16	in	in	ADP
afs-72267	1916	17	appendices	appendix	NOUN
afs-72267	1916	18	17	17	NUM
afs-72267	1916	19	and	and	CCONJ
afs-72267	1916	20	18	18	NUM
afs-72267	1916	21	.	.	PUNCT
afs-72267	1917	1	the	the	DET
afs-72267	1917	2	estimate	estimate	NOUN
afs-72267	1917	3	of	of	ADP
afs-72267	1917	4	elasticity	elasticity	NOUN
afs-72267	1917	5	with	with	ADP
afs-72267	1917	6	respect	respect	NOUN
afs-72267	1917	7	to	to	ADP
afs-72267	1917	8	the	the	DET
afs-72267	1917	9	total	total	ADJ
afs-72267	1917	10	research	research	NOUN
afs-72267	1917	11	stock	stock	NOUN
afs-72267	1917	12	for	for	ADP
afs-72267	1917	13	some	some	DET
afs-72267	1917	14	reason	reason	NOUN
afs-72267	1917	15	seems	seem	VERB
afs-72267	1917	16	to	to	PART
afs-72267	1917	17	be	be	AUX
afs-72267	1917	18	slightly	slightly	ADV
afs-72267	1917	19	smaller	small	ADJ
afs-72267	1917	20	than	than	ADP
afs-72267	1917	21	the	the	DET
afs-72267	1917	22	elasticity	elasticity	NOUN
afs-72267	1917	23	estimate	estimate	NOUN
afs-72267	1917	24	with	with	ADP
afs-72267	1917	25	respect	respect	NOUN
afs-72267	1917	26	to	to	ADP
afs-72267	1917	27	the	the	DET
afs-72267	1917	28	public	public	ADJ
afs-72267	1917	29	research	research	NOUN
afs-72267	1917	30	stock	stock	NOUN
afs-72267	1917	31	.	.	PUNCT
afs-72267	1918	1	in	in	ADP
afs-72267	1918	2	order	order	NOUN
afs-72267	1918	3	to	to	PART
afs-72267	1918	4	investigate	investigate	VERB
afs-72267	1918	5	the	the	DET
afs-72267	1918	6	autocorrelation	autocorrelation	NOUN
afs-72267	1918	7	for	for	ADP
afs-72267	1918	8	the	the	DET
afs-72267	1918	9	three	three	NUM
afs-72267	1918	10	different	different	ADJ
afs-72267	1918	11	cases	case	NOUN
afs-72267	1918	12	of	of	ADP
afs-72267	1918	13	research	research	NOUN
afs-72267	1918	14	capital	capital	NOUN
afs-72267	1918	15	,	,	PUNCT
afs-72267	1918	16	autoregressive	autoregressive	ADJ
afs-72267	1918	17	models	model	NOUN
afs-72267	1918	18	of	of	ADP
afs-72267	1918	19	first	first	ADJ
afs-72267	1918	20	order	order	NOUN
afs-72267	1918	21	328	328	NUM
afs-72267	1918	22	were	be	AUX
afs-72267	1918	23	also	also	ADV
afs-72267	1918	24	investigated	investigate	VERB
afs-72267	1918	25	.	.	PUNCT
afs-72267	1919	1	the	the	DET
afs-72267	1919	2	autoregressions	autoregression	NOUN
afs-72267	1919	3	corresponded	correspond	VERB
afs-72267	1919	4	to	to	ADP
afs-72267	1919	5	the	the	DET
afs-72267	1919	6	regressions	regression	NOUN
afs-72267	1919	7	(	(	PUNCT
afs-72267	1919	8	46)—(57	46)—(57	NUM
afs-72267	1919	9	)	)	PUNCT
afs-72267	1919	10	reported	report	VERB
afs-72267	1919	11	above	above	ADV
afs-72267	1919	12	.	.	PUNCT
afs-72267	1920	1	autocorrelation	autocorrelation	NOUN
afs-72267	1920	2	declined	decline	VERB
afs-72267	1920	3	substantially	substantially	ADV
afs-72267	1920	4	in	in	ADP
afs-72267	1920	5	these	these	DET
afs-72267	1920	6	regressions	regression	NOUN
afs-72267	1920	7	.	.	PUNCT
afs-72267	1921	1	this	this	PRON
afs-72267	1921	2	could	could	AUX
afs-72267	1921	3	be	be	AUX
afs-72267	1921	4	noticed	notice	VERB
afs-72267	1921	5	from	from	ADP
afs-72267	1921	6	the	the	DET
afs-72267	1921	7	durbin	durbin	ADJ
afs-72267	1921	8	-	-	PUNCT
afs-72267	1921	9	watson	watson	PROPN
afs-72267	1921	10	test	test	NOUN
afs-72267	1921	11	value	value	NOUN
afs-72267	1921	12	which	which	PRON
afs-72267	1921	13	showed	show	VERB
afs-72267	1921	14	values	value	NOUN
afs-72267	1921	15	of	of	ADP
afs-72267	1921	16	1.68—1.71	1.68—1.71	PROPN
afs-72267	1921	17	.	.	PUNCT
afs-72267	1922	1	the	the	DET
afs-72267	1922	2	research	research	NOUN
afs-72267	1922	3	coefficient	coefficient	NOUN
afs-72267	1922	4	in	in	ADP
afs-72267	1922	5	these	these	DET
afs-72267	1922	6	autoregressive	autoregressive	ADJ
afs-72267	1922	7	estimations	estimation	NOUN
afs-72267	1922	8	varied	varied	ADJ
afs-72267	1922	9	from	from	ADP
afs-72267	1922	10	0.10	0.10	NUM
afs-72267	1922	11	to	to	ADP
afs-72267	1922	12	0.15	0.15	NUM
afs-72267	1922	13	for	for	ADP
afs-72267	1922	14	public	public	ADJ
afs-72267	1922	15	research	research	NOUN
afs-72267	1922	16	and	and	CCONJ
afs-72267	1922	17	from	from	ADP
afs-72267	1922	18	0.08	0.08	NUM
afs-72267	1922	19	to	to	ADP
afs-72267	1922	20	0.12	0.12	NUM
afs-72267	1922	21	for	for	ADP
afs-72267	1922	22	the	the	DET
afs-72267	1922	23	total	total	ADJ
afs-72267	1922	24	research	research	NOUN
afs-72267	1922	25	.	.	PUNCT
afs-72267	1923	1	in	in	ADP
afs-72267	1923	2	the	the	DET
afs-72267	1923	3	autoregressions	autoregression	NOUN
afs-72267	1923	4	the	the	DET
afs-72267	1923	5	estimate	estimate	NOUN
afs-72267	1923	6	of	of	ADP
afs-72267	1923	7	the	the	DET
afs-72267	1923	8	elasticity	elasticity	NOUN
afs-72267	1923	9	with	with	ADP
afs-72267	1923	10	respect	respect	NOUN
afs-72267	1923	11	to	to	ADP
afs-72267	1923	12	the	the	DET
afs-72267	1923	13	research	research	NOUN
afs-72267	1923	14	stock	stock	NOUN
afs-72267	1923	15	was	be	AUX
afs-72267	1923	16	clearly	clearly	ADV
afs-72267	1923	17	insignificant	insignificant	ADJ
afs-72267	1923	18	,	,	PUNCT
afs-72267	1923	19	and	and	CCONJ
afs-72267	1923	20	the	the	DET
afs-72267	1923	21	regression	regression	NOUN
afs-72267	1923	22	coefficient	coefficient	NOUN
afs-72267	1923	23	of	of	ADP
afs-72267	1923	24	the	the	DET
afs-72267	1923	25	residual	residual	ADJ
afs-72267	1923	26	was	be	AUX
afs-72267	1923	27	high	high	ADJ
afs-72267	1923	28	(	(	PUNCT
afs-72267	1923	29	approximately	approximately	ADV
afs-72267	1923	30	0.50	0.50	NUM
afs-72267	1923	31	)	)	PUNCT
afs-72267	1923	32	and	and	CCONJ
afs-72267	1923	33	significant	significant	ADJ
afs-72267	1923	34	.	.	PUNCT
afs-72267	1924	1	the	the	DET
afs-72267	1924	2	autocorrelation	autocorrelation	NOUN
afs-72267	1924	3	procedure	procedure	NOUN
afs-72267	1924	4	has	have	AUX
afs-72267	1924	5	been	be	AUX
afs-72267	1924	6	explained	explain	VERB
afs-72267	1924	7	in	in	ADP
afs-72267	1924	8	section	section	NOUN
afs-72267	1924	9	5.1.5	5.1.5	NUM
afs-72267	1924	10	.	.	PUNCT
afs-72267	1925	1	as	as	ADP
afs-72267	1925	2	a	a	DET
afs-72267	1925	3	summary	summary	NOUN
afs-72267	1925	4	of	of	ADP
afs-72267	1925	5	the	the	DET
afs-72267	1925	6	estimates	estimate	NOUN
afs-72267	1925	7	of	of	ADP
afs-72267	1925	8	elasticity	elasticity	NOUN
afs-72267	1925	9	with	with	ADP
afs-72267	1925	10	respect	respect	NOUN
afs-72267	1925	11	to	to	ADP
afs-72267	1925	12	the	the	DET
afs-72267	1925	13	research	research	NOUN
afs-72267	1925	14	capital	capital	NOUN
afs-72267	1925	15	,	,	PUNCT
afs-72267	1925	16	it	it	PRON
afs-72267	1925	17	is	be	AUX
afs-72267	1925	18	now	now	ADV
afs-72267	1925	19	possible	possible	ADJ
afs-72267	1925	20	to	to	ADP
afs-72267	1925	21	state	state	VERB
afs-72267	1925	22	that	that	PRON
afs-72267	1925	23	resasonably	resasonably	ADV
afs-72267	1925	24	reliable	reliable	ADJ
afs-72267	1925	25	elasticity	elasticity	NOUN
afs-72267	1925	26	estimates	estimate	NOUN
afs-72267	1925	27	of	of	ADP
afs-72267	1925	28	the	the	DET
afs-72267	1925	29	research	research	NOUN
afs-72267	1925	30	capital	capital	NOUN
afs-72267	1925	31	seem	seem	VERB
afs-72267	1925	32	to	to	PART
afs-72267	1925	33	be	be	AUX
afs-72267	1925	34	found	find	VERB
afs-72267	1925	35	in	in	ADP
afs-72267	1925	36	the	the	DET
afs-72267	1925	37	range	range	NOUN
afs-72267	1925	38	of	of	ADP
afs-72267	1925	39	0.15—0.30	0.15—0.30	PROPN
afs-72267	1925	40	depending	depend	VERB
afs-72267	1925	41	on	on	ADP
afs-72267	1925	42	depreciation	depreciation	NOUN
afs-72267	1925	43	rate	rate	NOUN
afs-72267	1925	44	.	.	PUNCT
afs-72267	1926	1	the	the	DET
afs-72267	1926	2	autocorrelation	autocorrelation	NOUN
afs-72267	1926	3	,	,	PUNCT
afs-72267	1926	4	however	however	ADV
afs-72267	1926	5	,	,	PUNCT
afs-72267	1926	6	is	be	AUX
afs-72267	1926	7	still	still	ADV
afs-72267	1926	8	a	a	DET
afs-72267	1926	9	problem	problem	NOUN
afs-72267	1926	10	since	since	SCONJ
afs-72267	1926	11	the	the	DET
afs-72267	1926	12	model	model	NOUN
afs-72267	1926	13	assumes	assume	VERB
afs-72267	1926	14	that	that	SCONJ
afs-72267	1926	15	the	the	DET
afs-72267	1926	16	residuals	residual	NOUN
afs-72267	1926	17	are	be	AUX
afs-72267	1926	18	not	not	PART
afs-72267	1926	19	correlated	correlate	VERB
afs-72267	1926	20	.	.	PUNCT
afs-72267	1927	1	the	the	DET
afs-72267	1927	2	total	total	ADJ
afs-72267	1927	3	research	research	NOUN
afs-72267	1927	4	coefficient	coefficient	NOUN
afs-72267	1927	5	is	be	AUX
afs-72267	1927	6	slightly	slightly	ADV
afs-72267	1927	7	lower	low	ADJ
afs-72267	1927	8	than	than	ADP
afs-72267	1927	9	the	the	DET
afs-72267	1927	10	public	public	ADJ
afs-72267	1927	11	research	research	NOUN
afs-72267	1927	12	coefficient	coefficient	NOUN
afs-72267	1927	13	despite	despite	SCONJ
afs-72267	1927	14	good	good	ADJ
afs-72267	1927	15	t	t	PROPN
afs-72267	1927	16	-	-	PUNCT
afs-72267	1927	17	value	value	NOUN
afs-72267	1927	18	for	for	ADP
afs-72267	1927	19	both	both	PRON
afs-72267	1927	20	,	,	PUNCT
afs-72267	1927	21	a	a	DET
afs-72267	1927	22	result	result	NOUN
afs-72267	1927	23	which	which	PRON
afs-72267	1927	24	is	be	AUX
afs-72267	1927	25	hard	hard	ADJ
afs-72267	1927	26	to	to	PART
afs-72267	1927	27	explain	explain	VERB
afs-72267	1927	28	.	.	PUNCT
afs-72267	1928	1	autocorrelation	autocorrelation	NOUN
afs-72267	1928	2	disappears	disappear	VERB
afs-72267	1928	3	in	in	ADP
afs-72267	1928	4	the	the	DET
afs-72267	1928	5	autoregressive	autoregressive	ADJ
afs-72267	1928	6	models	model	NOUN
afs-72267	1928	7	,	,	PUNCT
afs-72267	1928	8	and	and	CCONJ
afs-72267	1928	9	the	the	DET
afs-72267	1928	10	elasticity	elasticity	NOUN
afs-72267	1928	11	falls	fall	VERB
afs-72267	1928	12	to	to	ADP
afs-72267	1928	13	0.10—0.15	0.10—0.15	PROPN
afs-72267	1928	14	for	for	ADP
afs-72267	1928	15	public	public	ADJ
afs-72267	1928	16	research	research	NOUN
afs-72267	1928	17	and	and	CCONJ
afs-72267	1928	18	to	to	ADP
afs-72267	1928	19	0.08—0.12	0.08—0.12	PROPN
afs-72267	1928	20	for	for	ADP
afs-72267	1928	21	total	total	ADJ
afs-72267	1928	22	research	research	NOUN
afs-72267	1928	23	,	,	PUNCT
afs-72267	1928	24	but	but	CCONJ
afs-72267	1928	25	is	be	AUX
afs-72267	1928	26	insignificant	insignificant	ADJ
afs-72267	1928	27	.	.	PUNCT
afs-72267	1929	1	5.3.3	5.3.3	X
afs-72267	1929	2	.	.	X
afs-72267	1929	3	productivity	productivity	NOUN
afs-72267	1929	4	index	index	NOUN
afs-72267	1929	5	model	model	NOUN
afs-72267	1929	6	in	in	ADP
afs-72267	1929	7	order	order	NOUN
afs-72267	1929	8	to	to	PART
afs-72267	1929	9	avoid	avoid	VERB
afs-72267	1929	10	the	the	DET
afs-72267	1929	11	problem	problem	NOUN
afs-72267	1929	12	caused	cause	VERB
afs-72267	1929	13	by	by	ADP
afs-72267	1929	14	multicollinearity	multicollinearity	NOUN
afs-72267	1929	15	an	an	DET
afs-72267	1929	16	alternative	alternative	ADJ
afs-72267	1929	17	model	model	NOUN
afs-72267	1929	18	using	use	VERB
afs-72267	1929	19	a	a	DET
afs-72267	1929	20	productivity	productivity	NOUN
afs-72267	1929	21	index	index	NOUN
afs-72267	1929	22	as	as	SCONJ
afs-72267	1929	23	dependent	dependent	ADJ
afs-72267	1929	24	variable	variable	NOUN
afs-72267	1929	25	was	be	AUX
afs-72267	1929	26	specified	specify	VERB
afs-72267	1929	27	in	in	ADP
afs-72267	1929	28	subsection	subsection	NOUN
afs-72267	1929	29	3.3.3	3.3.3	NUM
afs-72267	1929	30	.	.	PUNCT
afs-72267	1930	1	through	through	ADP
afs-72267	1930	2	the	the	DET
afs-72267	1930	3	specification	specification	NOUN
afs-72267	1930	4	of	of	ADP
afs-72267	1930	5	(	(	PUNCT
afs-72267	1930	6	3.17	3.17	NUM
afs-72267	1930	7	)	)	PUNCT
afs-72267	1930	8	,	,	PUNCT
afs-72267	1930	9	the	the	DET
afs-72267	1930	10	number	number	NOUN
afs-72267	1930	11	of	of	ADP
afs-72267	1930	12	regressors	regressor	NOUN
afs-72267	1930	13	was	be	AUX
afs-72267	1930	14	reduced	reduce	VERB
afs-72267	1930	15	to	to	ADP
afs-72267	1930	16	two	two	NUM
afs-72267	1930	17	variables	variable	NOUN
afs-72267	1930	18	,	,	PUNCT
afs-72267	1930	19	the	the	DET
afs-72267	1930	20	research	research	NOUN
afs-72267	1930	21	capital	capital	NOUN
afs-72267	1930	22	and	and	CCONJ
afs-72267	1930	23	a	a	DET
afs-72267	1930	24	time	time	NOUN
afs-72267	1930	25	factor	factor	NOUN
afs-72267	1930	26	.	.	PUNCT
afs-72267	1931	1	the	the	DET
afs-72267	1931	2	dependent	dependent	ADJ
afs-72267	1931	3	variable	variable	NOUN
afs-72267	1931	4	was	be	AUX
afs-72267	1931	5	a	a	DET
afs-72267	1931	6	production	production	NOUN
afs-72267	1931	7	/	/	SYM
afs-72267	1931	8	input	input	NOUN
afs-72267	1931	9	index	index	NOUN
afs-72267	1931	10	which	which	PRON
afs-72267	1931	11	included	include	VERB
afs-72267	1931	12	labour	labour	NOUN
afs-72267	1931	13	,	,	PUNCT
afs-72267	1931	14	capital	capital	NOUN
afs-72267	1931	15	costs	cost	NOUN
afs-72267	1931	16	(	(	PUNCT
afs-72267	1931	17	4	4	NUM
afs-72267	1931	18	%	%	NOUN
afs-72267	1931	19	of	of	ADP
afs-72267	1931	20	the	the	DET
afs-72267	1931	21	stock	stock	NOUN
afs-72267	1931	22	of	of	ADP
afs-72267	1931	23	gross	gross	ADJ
afs-72267	1931	24	capital	capital	NOUN
afs-72267	1931	25	)	)	PUNCT
afs-72267	1931	26	and	and	CCONJ
afs-72267	1931	27	external	external	ADJ
afs-72267	1931	28	inputs	input	NOUN
afs-72267	1931	29	in	in	ADP
afs-72267	1931	30	the	the	DET
afs-72267	1931	31	inputs	input	NOUN
afs-72267	1931	32	.	.	PUNCT
afs-72267	1932	1	the	the	DET
afs-72267	1932	2	results	result	NOUN
afs-72267	1932	3	for	for	ADP
afs-72267	1932	4	this	this	DET
afs-72267	1932	5	regression	regression	NOUN
afs-72267	1932	6	are	be	AUX
afs-72267	1932	7	presented	present	VERB
afs-72267	1932	8	in	in	ADP
afs-72267	1932	9	table	table	NOUN
afs-72267	1932	10	27	27	NUM
afs-72267	1932	11	.	.	PUNCT
afs-72267	1933	1	tabic	tabic	PROPN
afs-72267	1933	2	27	27	NUM
afs-72267	1933	3	.	.	PUNCT
afs-72267	1934	1	cobb	cobb	PROPN
afs-72267	1934	2	-	-	PUNCT
afs-72267	1934	3	douglas	douglas	PROPN
afs-72267	1934	4	functions	function	NOUN
afs-72267	1934	5	with	with	ADP
afs-72267	1934	6	productivity	productivity	NOUN
afs-72267	1934	7	index	index	NOUN
afs-72267	1934	8	as	as	ADP
afs-72267	1934	9	dependent	dependent	ADJ
afs-72267	1934	10	variable	variable	NOUN
afs-72267	1934	11	.	.	PUNCT
afs-72267	1935	1	research	research	NOUN
afs-72267	1935	2	stock	stock	NOUN
afs-72267	1935	3	undepreciated	undepreciate	VERB
afs-72267	1935	4	.	.	PUNCT
afs-72267	1936	1	regression	regression	NOUN
afs-72267	1936	2	(	(	PUNCT
afs-72267	1936	3	58	58	NUM
afs-72267	1936	4	)	)	PUNCT
afs-72267	1936	5	s.l	s.l	VERB
afs-72267	1936	6	constant	constant	ADJ
afs-72267	1936	7	3.036	3.036	NUM
afs-72267	1936	8	0.000	0.000	NUM
afs-72267	1936	9	(	(	PUNCT
afs-72267	1936	10	0.563	0.563	NUM
afs-72267	1936	11	)	)	PUNCT
afs-72267	1936	12	public	public	ADJ
afs-72267	1936	13	research	research	NOUN
afs-72267	1936	14	stock	stock	NOUN
afs-72267	1936	15	0.346	0.346	NUM
afs-72267	1936	16	0.008	0.008	NUM
afs-72267	1936	17	(	(	PUNCT
afs-72267	1936	18	0.122	0.122	NUM
afs-72267	1936	19	)	)	PUNCT
afs-72267	1936	20	time	time	NOUN
afs-72267	1936	21	factor	factor	NOUN
afs-72267	1936	22	—	—	PUNCT
afs-72267	1936	23	0.002	0.002	NUM
afs-72267	1936	24	0.787	0.787	NUM
afs-72267	1936	25	(	(	PUNCT
afs-72267	1936	26	0.008	0.008	NUM
afs-72267	1936	27	)	)	PUNCT
afs-72267	1936	28	r0.973	r0.973	NOUN
afs-72267	1936	29	stand.error	stand.error	NOUN
afs-72267	1936	30	of	of	ADP
afs-72267	1936	31	estimate	estimate	NOUN
afs-72267	1936	32	0.036	0.036	NUM
afs-72267	1936	33	f	f	X
afs-72267	1936	34	-	-	PUNCT
afs-72267	1936	35	ratio	ratio	NOUN
afs-72267	1936	36	575.18	575.18	NUM
afs-72267	1936	37	*	*	PUNCT
afs-72267	1936	38	*	*	PUNCT
afs-72267	1936	39	*	*	PUNCT
afs-72267	1936	40	d	d	X
afs-72267	1936	41	-	-	PUNCT
afs-72267	1936	42	w	w	PROPN
afs-72267	1936	43	test	test	NOUN
afs-72267	1936	44	value	value	NOUN
afs-72267	1936	45	0.807	0.807	NUM
afs-72267	1936	46	the	the	DET
afs-72267	1936	47	estimate	estimate	NOUN
afs-72267	1936	48	of	of	ADP
afs-72267	1936	49	elasticity	elasticity	NOUN
afs-72267	1936	50	with	with	ADP
afs-72267	1936	51	respect	respect	NOUN
afs-72267	1936	52	to	to	ADP
afs-72267	1936	53	public	public	ADJ
afs-72267	1936	54	research	research	NOUN
afs-72267	1936	55	shows	show	VERB
afs-72267	1936	56	a	a	DET
afs-72267	1936	57	good	good	ADJ
afs-72267	1936	58	significance	significance	NOUN
afs-72267	1936	59	at	at	ADP
afs-72267	1936	60	a	a	DET
afs-72267	1936	61	level	level	NOUN
afs-72267	1936	62	of	of	ADP
afs-72267	1936	63	0.008	0.008	NUM
afs-72267	1936	64	(	(	PUNCT
afs-72267	1936	65	i.e.	i.e.	X
afs-72267	1936	66	,	,	PUNCT
afs-72267	1936	67	a	a	DET
afs-72267	1936	68	confidence	confidence	NOUN
afs-72267	1936	69	level	level	NOUN
afs-72267	1936	70	over	over	ADP
afs-72267	1936	71	99	99	NUM
afs-72267	1936	72	%	%	NOUN
afs-72267	1936	73	)	)	PUNCT
afs-72267	1936	74	.	.	PUNCT
afs-72267	1937	1	the	the	DET
afs-72267	1937	2	time	time	NOUN
afs-72267	1937	3	factor	factor	NOUN
afs-72267	1937	4	is	be	AUX
afs-72267	1937	5	insignificant	insignificant	ADJ
afs-72267	1937	6	and	and	CCONJ
afs-72267	1937	7	has	have	VERB
afs-72267	1937	8	an	an	DET
afs-72267	1937	9	illogical	illogical	ADJ
afs-72267	1937	10	sign	sign	NOUN
afs-72267	1937	11	.	.	PUNCT
afs-72267	1938	1	the	the	DET
afs-72267	1938	2	coefficient	coefficient	NOUN
afs-72267	1938	3	of	of	ADP
afs-72267	1938	4	determination	determination	NOUN
afs-72267	1938	5	is	be	AUX
afs-72267	1938	6	slightly	slightly	ADV
afs-72267	1938	7	lower	low	ADJ
afs-72267	1938	8	than	than	ADP
afs-72267	1938	9	in	in	ADP
afs-72267	1938	10	the	the	DET
afs-72267	1938	11	regressions	regression	NOUN
afs-72267	1938	12	with	with	ADP
afs-72267	1938	13	gross	gross	ADJ
afs-72267	1938	14	production	production	NOUN
afs-72267	1938	15	as	as	ADP
afs-72267	1938	16	dependent	dependent	ADJ
afs-72267	1938	17	variable	variable	NOUN
afs-72267	1938	18	.	.	PUNCT
afs-72267	1939	1	the	the	DET
afs-72267	1939	2	autocorrelation	autocorrelation	NOUN
afs-72267	1939	3	is	be	AUX
afs-72267	1939	4	,	,	PUNCT
afs-72267	1939	5	however	however	ADV
afs-72267	1939	6	,	,	PUNCT
afs-72267	1939	7	substantial	substantial	ADJ
afs-72267	1939	8	.	.	PUNCT
afs-72267	1940	1	the	the	DET
afs-72267	1940	2	elasticity	elasticity	NOUN
afs-72267	1940	3	estimate	estimate	NOUN
afs-72267	1940	4	with	with	ADP
afs-72267	1940	5	respect	respect	NOUN
afs-72267	1940	6	to	to	ADP
afs-72267	1940	7	research	research	NOUN
afs-72267	1940	8	should	should	AUX
afs-72267	1940	9	be	be	AUX
afs-72267	1940	10	interpreted	interpret	VERB
afs-72267	1940	11	in	in	ADP
afs-72267	1940	12	a	a	DET
afs-72267	1940	13	different	different	ADJ
afs-72267	1940	14	way	way	NOUN
afs-72267	1940	15	from	from	ADP
afs-72267	1940	16	previous	previous	ADJ
afs-72267	1940	17	estimates	estimate	NOUN
afs-72267	1940	18	.	.	PUNCT
afs-72267	1941	1	the	the	DET
afs-72267	1941	2	simplest	simple	ADJ
afs-72267	1941	3	way	way	NOUN
afs-72267	1941	4	is	be	AUX
afs-72267	1941	5	to	to	PART
afs-72267	1941	6	say	say	VERB
afs-72267	1941	7	that	that	SCONJ
afs-72267	1941	8	for	for	ADP
afs-72267	1941	9	a	a	DET
afs-72267	1941	10	1	1	NUM
afs-72267	1941	11	%	%	NOUN
afs-72267	1941	12	increase	increase	NOUN
afs-72267	1941	13	in	in	ADP
afs-72267	1941	14	research	research	NOUN
afs-72267	1941	15	funds	fund	NOUN
afs-72267	1941	16	,	,	PUNCT
afs-72267	1941	17	the	the	DET
afs-72267	1941	18	relation	relation	NOUN
afs-72267	1941	19	of	of	ADP
afs-72267	1941	20	production	production	NOUN
afs-72267	1941	21	to	to	ADP
afs-72267	1941	22	input	input	NOUN
afs-72267	1941	23	rises	rise	NOUN
afs-72267	1941	24	by	by	ADP
afs-72267	1941	25	0.346	0.346	NUM
afs-72267	1941	26	%	%	NOUN
afs-72267	1941	27	.	.	PUNCT
afs-72267	1942	1	329	329	NUM
afs-72267	1942	2	6	6	NUM
afs-72267	1942	3	.	.	PUNCT
afs-72267	1943	1	the	the	DET
afs-72267	1943	2	returns	return	NOUN
afs-72267	1943	3	to	to	ADP
afs-72267	1943	4	agricultural	agricultural	ADJ
afs-72267	1943	5	research	research	NOUN
afs-72267	1943	6	and	and	CCONJ
afs-72267	1943	7	university	university	NOUN
afs-72267	1943	8	education	education	NOUN
afs-72267	1943	9	6.1	6.1	NUM
afs-72267	1943	10	.	.	PUNCT
afs-72267	1944	1	the	the	DET
afs-72267	1944	2	selection	selection	NOUN
afs-72267	1944	3	of	of	ADP
afs-72267	1944	4	an	an	DET
afs-72267	1944	5	elasticity	elasticity	NOUN
afs-72267	1944	6	the	the	DET
afs-72267	1944	7	primary	primary	ADJ
afs-72267	1944	8	question	question	NOUN
afs-72267	1944	9	to	to	PART
afs-72267	1944	10	be	be	AUX
afs-72267	1944	11	answered	answer	VERB
afs-72267	1944	12	was	be	AUX
afs-72267	1944	13	stated	state	VERB
afs-72267	1944	14	in	in	ADP
afs-72267	1944	15	the	the	DET
afs-72267	1944	16	introduction	introduction	NOUN
afs-72267	1944	17	as	as	ADP
afs-72267	1944	18	:	:	PUNCT
afs-72267	1944	19	what	what	PRON
afs-72267	1944	20	has	have	AUX
afs-72267	1944	21	been	be	AUX
afs-72267	1944	22	the	the	DET
afs-72267	1944	23	value	value	NOUN
afs-72267	1944	24	marginal	marginal	ADJ
afs-72267	1944	25	product	product	NOUN
afs-72267	1944	26	(	(	PUNCT
afs-72267	1944	27	marginal	marginal	ADJ
afs-72267	1944	28	rate	rate	NOUN
afs-72267	1944	29	of	of	ADP
afs-72267	1944	30	return	return	NOUN
afs-72267	1944	31	)	)	PUNCT
afs-72267	1944	32	and	and	CCONJ
afs-72267	1944	33	the	the	DET
afs-72267	1944	34	marginal	marginal	ADJ
afs-72267	1944	35	internal	internal	ADJ
afs-72267	1944	36	rate	rate	NOUN
afs-72267	1944	37	of	of	ADP
afs-72267	1944	38	return	return	NOUN
afs-72267	1944	39	for	for	ADP
afs-72267	1944	40	public	public	ADJ
afs-72267	1944	41	expenditure	expenditure	NOUN
afs-72267	1944	42	in	in	ADP
afs-72267	1944	43	agricultural	agricultural	ADJ
afs-72267	1944	44	research	research	NOUN
afs-72267	1944	45	and	and	CCONJ
afs-72267	1944	46	for	for	ADP
afs-72267	1944	47	total	total	ADJ
afs-72267	1944	48	public	public	ADJ
afs-72267	1944	49	and	and	CCONJ
afs-72267	1944	50	private	private	ADJ
afs-72267	1944	51	expenditures	expenditure	NOUN
afs-72267	1944	52	on	on	ADP
afs-72267	1944	53	agricultural	agricultural	ADJ
afs-72267	1944	54	research	research	NOUN
afs-72267	1944	55	in	in	ADP
afs-72267	1944	56	1950—1984	1950—1984	PROPN
afs-72267	1944	57	?	?	PUNCT
afs-72267	1944	58	to	to	PART
afs-72267	1944	59	be	be	AUX
afs-72267	1944	60	able	able	ADJ
afs-72267	1944	61	to	to	PART
afs-72267	1944	62	draw	draw	VERB
afs-72267	1944	63	a	a	DET
afs-72267	1944	64	conclusion	conclusion	NOUN
afs-72267	1944	65	,	,	PUNCT
afs-72267	1944	66	a	a	DET
afs-72267	1944	67	set	set	NOUN
afs-72267	1944	68	of	of	ADP
afs-72267	1944	69	parameter	parameter	NOUN
afs-72267	1944	70	estimates	estimate	NOUN
afs-72267	1944	71	with	with	ADP
afs-72267	1944	72	respect	respect	NOUN
afs-72267	1944	73	to	to	ADP
afs-72267	1944	74	public	public	NOUN
afs-72267	1944	75	and	and	CCONJ
afs-72267	1944	76	to	to	PART
afs-72267	1944	77	total	total	ADJ
afs-72267	1944	78	research	research	NOUN
afs-72267	1944	79	was	be	AUX
afs-72267	1944	80	estimated	estimate	VERB
afs-72267	1944	81	in	in	ADP
afs-72267	1944	82	the	the	DET
afs-72267	1944	83	previous	previous	ADJ
afs-72267	1944	84	chapter	chapter	NOUN
afs-72267	1944	85	,	,	PUNCT
afs-72267	1944	86	and	and	CCONJ
afs-72267	1944	87	is	be	AUX
afs-72267	1944	88	used	use	VERB
afs-72267	1944	89	to	to	PART
afs-72267	1944	90	calculate	calculate	VERB
afs-72267	1944	91	the	the	DET
afs-72267	1944	92	value	value	NOUN
afs-72267	1944	93	marginal	marginal	ADJ
afs-72267	1944	94	product	product	NOUN
afs-72267	1944	95	,	,	PUNCT
afs-72267	1944	96	which	which	PRON
afs-72267	1944	97	is	be	AUX
afs-72267	1944	98	easily	easily	ADV
afs-72267	1944	99	changed	change	VERB
afs-72267	1944	100	to	to	ADP
afs-72267	1944	101	a	a	DET
afs-72267	1944	102	marginal	marginal	ADJ
afs-72267	1944	103	rate	rate	NOUN
afs-72267	1944	104	of	of	ADP
afs-72267	1944	105	return	return	NOUN
afs-72267	1944	106	.	.	PUNCT
afs-72267	1945	1	various	various	ADJ
afs-72267	1945	2	options	option	NOUN
afs-72267	1945	3	for	for	ADP
afs-72267	1945	4	the	the	DET
afs-72267	1945	5	estimations	estimation	NOUN
afs-72267	1945	6	were	be	AUX
afs-72267	1945	7	presented	present	VERB
afs-72267	1945	8	in	in	ADP
afs-72267	1945	9	figure	figure	NOUN
afs-72267	1945	10	15	15	NUM
afs-72267	1945	11	.	.	PUNCT
afs-72267	1946	1	it	it	PRON
afs-72267	1946	2	was	be	AUX
afs-72267	1946	3	possible	possible	ADJ
afs-72267	1946	4	to	to	PART
afs-72267	1946	5	use	use	VERB
afs-72267	1946	6	either	either	CCONJ
afs-72267	1946	7	a	a	DET
afs-72267	1946	8	flow	flow	NOUN
afs-72267	1946	9	elasticity	elasticity	NOUN
afs-72267	1946	10	or	or	CCONJ
afs-72267	1946	11	a	a	DET
afs-72267	1946	12	stock	stock	NOUN
afs-72267	1946	13	elasticity	elasticity	NOUN
afs-72267	1946	14	.	.	PUNCT
afs-72267	1947	1	for	for	ADP
afs-72267	1947	2	the	the	DET
afs-72267	1947	3	research	research	NOUN
afs-72267	1947	4	flow	flow	NOUN
afs-72267	1947	5	it	it	PRON
afs-72267	1947	6	is	be	AUX
afs-72267	1947	7	possible	possible	ADJ
afs-72267	1947	8	to	to	PART
afs-72267	1947	9	distinguish	distinguish	VERB
afs-72267	1947	10	between	between	ADP
afs-72267	1947	11	an	an	DET
afs-72267	1947	12	unlagged	unlagged	ADJ
afs-72267	1947	13	elasticity	elasticity	NOUN
afs-72267	1947	14	and	and	CCONJ
afs-72267	1947	15	an	an	DET
afs-72267	1947	16	elasticity	elasticity	NOUN
afs-72267	1947	17	that	that	PRON
afs-72267	1947	18	includes	include	VERB
afs-72267	1947	19	a	a	DET
afs-72267	1947	20	lag	lag	NOUN
afs-72267	1947	21	.	.	PUNCT
afs-72267	1948	1	for	for	ADP
afs-72267	1948	2	research	research	NOUN
afs-72267	1948	3	stock	stock	NOUN
afs-72267	1948	4	it	it	PRON
afs-72267	1948	5	is	be	AUX
afs-72267	1948	6	possible	possible	ADJ
afs-72267	1948	7	to	to	PART
afs-72267	1948	8	use	use	VERB
afs-72267	1948	9	either	either	CCONJ
afs-72267	1948	10	an	an	DET
afs-72267	1948	11	undepreciated	undepreciated	ADJ
afs-72267	1948	12	or	or	CCONJ
afs-72267	1948	13	a	a	DET
afs-72267	1948	14	depreciated	depreciate	VERB
afs-72267	1948	15	parameter	parameter	NOUN
afs-72267	1948	16	estimate	estimate	NOUN
afs-72267	1948	17	.	.	PUNCT
afs-72267	1949	1	which	which	PRON
afs-72267	1949	2	estimate	estimate	VERB
afs-72267	1949	3	,	,	PUNCT
afs-72267	1949	4	then	then	ADV
afs-72267	1949	5	,	,	PUNCT
afs-72267	1949	6	should	should	AUX
afs-72267	1949	7	be	be	AUX
afs-72267	1949	8	used	use	VERB
afs-72267	1949	9	?	?	PUNCT
afs-72267	1950	1	6.2	6.2	NUM
afs-72267	1950	2	.	.	PUNCT
afs-72267	1951	1	research	research	NOUN
afs-72267	1951	2	flow	flow	NOUN
afs-72267	1951	3	elasticities	elasticity	NOUN
afs-72267	1951	4	on	on	ADP
afs-72267	1951	5	the	the	DET
afs-72267	1951	6	basis	basis	NOUN
afs-72267	1951	7	of	of	ADP
afs-72267	1951	8	the	the	DET
afs-72267	1951	9	coefficients	coefficient	NOUN
afs-72267	1951	10	of	of	ADP
afs-72267	1951	11	the	the	DET
afs-72267	1951	12	linear	linear	ADJ
afs-72267	1951	13	production	production	NOUN
afs-72267	1951	14	function	function	NOUN
afs-72267	1951	15	,	,	PUNCT
afs-72267	1951	16	an	an	DET
afs-72267	1951	17	unlagged	unlagged	ADJ
afs-72267	1951	18	marginal	marginal	ADJ
afs-72267	1951	19	product	product	NOUN
afs-72267	1951	20	for	for	ADP
afs-72267	1951	21	public	public	ADJ
afs-72267	1951	22	research	research	NOUN
afs-72267	1951	23	of	of	ADP
afs-72267	1951	24	0.016	0.016	NUM
afs-72267	1951	25	was	be	AUX
afs-72267	1951	26	estimated	estimate	VERB
afs-72267	1951	27	which	which	PRON
afs-72267	1951	28	,	,	PUNCT
afs-72267	1951	29	however	however	ADV
afs-72267	1951	30	,	,	PUNCT
afs-72267	1951	31	was	be	AUX
afs-72267	1951	32	insignificant	insignificant	ADJ
afs-72267	1951	33	.	.	PUNCT
afs-72267	1952	1	this	this	DET
afs-72267	1952	2	parameter	parameter	NOUN
afs-72267	1952	3	estimate	estimate	NOUN
afs-72267	1952	4	of	of	ADP
afs-72267	1952	5	the	the	DET
afs-72267	1952	6	marginal	marginal	ADJ
afs-72267	1952	7	product	product	NOUN
afs-72267	1952	8	is	be	AUX
afs-72267	1952	9	equal	equal	ADJ
afs-72267	1952	10	to	to	ADP
afs-72267	1952	11	an	an	DET
afs-72267	1952	12	elasticity	elasticity	NOUN
afs-72267	1952	13	0.04	0.04	NUM
afs-72267	1952	14	with	with	ADP
afs-72267	1952	15	respect	respect	NOUN
afs-72267	1952	16	to	to	ADP
afs-72267	1952	17	public	public	ADJ
afs-72267	1952	18	research	research	NOUN
afs-72267	1952	19	.	.	PUNCT
afs-72267	1953	1	when	when	SCONJ
afs-72267	1953	2	the	the	DET
afs-72267	1953	3	capital	capital	NOUN
afs-72267	1953	4	,	,	PUNCT
afs-72267	1953	5	labour	labour	NOUN
afs-72267	1953	6	and	and	CCONJ
afs-72267	1953	7	purchased	purchase	VERB
afs-72267	1953	8	input	input	NOUN
afs-72267	1953	9	variables	variable	NOUN
afs-72267	1953	10	were	be	AUX
afs-72267	1953	11	specified	specify	VERB
afs-72267	1953	12	on	on	ADP
afs-72267	1953	13	farm	farm	NOUN
afs-72267	1953	14	level	level	NOUN
afs-72267	1953	15	,	,	PUNCT
afs-72267	1953	16	marginal	marginal	ADJ
afs-72267	1953	17	products	product	NOUN
afs-72267	1953	18	of	of	ADP
afs-72267	1953	19	0.046	0.046	NUM
afs-72267	1953	20	and	and	CCONJ
afs-72267	1953	21	0.040	0.040	NUM
afs-72267	1953	22	were	be	AUX
afs-72267	1953	23	estimated	estimate	VERB
afs-72267	1953	24	(	(	PUNCT
afs-72267	1953	25	the	the	DET
afs-72267	1953	26	latter	latter	ADJ
afs-72267	1953	27	when	when	SCONJ
afs-72267	1953	28	the	the	DET
afs-72267	1953	29	extension	extension	NOUN
afs-72267	1953	30	variable	variable	NOUN
afs-72267	1953	31	was	be	AUX
afs-72267	1953	32	added	add	VERB
afs-72267	1953	33	)	)	PUNCT
afs-72267	1953	34	.	.	PUNCT
afs-72267	1954	1	both	both	CCONJ
afs-72267	1954	2	these	these	DET
afs-72267	1954	3	unlagged	unlagge	VERB
afs-72267	1954	4	marginal	marginal	ADJ
afs-72267	1954	5	products	product	NOUN
afs-72267	1954	6	could	could	AUX
afs-72267	1954	7	be	be	AUX
afs-72267	1954	8	accepted	accept	VERB
afs-72267	1954	9	by	by	ADP
afs-72267	1954	10	the	the	DET
afs-72267	1954	11	t	t	PROPN
afs-72267	1954	12	-	-	PUNCT
afs-72267	1954	13	test	test	NOUN
afs-72267	1954	14	at	at	ADP
afs-72267	1954	15	reasonable	reasonable	ADJ
afs-72267	1954	16	significance	significance	NOUN
afs-72267	1954	17	levels	level	NOUN
afs-72267	1954	18	.	.	PUNCT
afs-72267	1955	1	converting	convert	VERB
afs-72267	1955	2	them	they	PRON
afs-72267	1955	3	into	into	ADP
afs-72267	1955	4	elasticities	elasticity	NOUN
afs-72267	1955	5	(	(	PUNCT
afs-72267	1955	6	according	accord	VERB
afs-72267	1955	7	to	to	ADP
afs-72267	1955	8	expression	expression	NOUN
afs-72267	1955	9	5.1	5.1	NUM
afs-72267	1955	10	)	)	PUNCT
afs-72267	1955	11	gives	give	VERB
afs-72267	1955	12	elasticities	elasticity	NOUN
afs-72267	1955	13	of	of	ADP
afs-72267	1955	14	0.099	0.099	NUM
afs-72267	1955	15	and	and	CCONJ
afs-72267	1955	16	0.114	0.114	NUM
afs-72267	1955	17	with	with	ADP
afs-72267	1955	18	respect	respect	NOUN
afs-72267	1955	19	to	to	ADP
afs-72267	1955	20	public	public	ADJ
afs-72267	1955	21	research	research	NOUN
afs-72267	1955	22	.	.	PUNCT
afs-72267	1956	1	the	the	DET
afs-72267	1956	2	cobb	cobb	PROPN
afs-72267	1956	3	-	-	PUNCT
afs-72267	1956	4	douglas	douglas	PROPN
afs-72267	1956	5	function	function	VERB
afs-72267	1956	6	elasticities	elasticity	NOUN
afs-72267	1956	7	with	with	ADP
afs-72267	1956	8	respect	respect	NOUN
afs-72267	1956	9	to	to	ADP
afs-72267	1956	10	public	public	ADJ
afs-72267	1956	11	research	research	NOUN
afs-72267	1956	12	were	be	AUX
afs-72267	1956	13	0.034	0.034	NUM
afs-72267	1956	14	and	and	CCONJ
afs-72267	1956	15	0.059	0.059	NUM
afs-72267	1956	16	in	in	ADP
afs-72267	1956	17	the	the	DET
afs-72267	1956	18	regressions	regression	NOUN
afs-72267	1956	19	where	where	SCONJ
afs-72267	1956	20	capital	capital	NOUN
afs-72267	1956	21	,	,	PUNCT
afs-72267	1956	22	labour	labour	NOUN
afs-72267	1956	23	and	and	CCONJ
afs-72267	1956	24	external	external	ADJ
afs-72267	1956	25	inputs	input	NOUN
afs-72267	1956	26	variables	variable	NOUN
afs-72267	1956	27	were	be	AUX
afs-72267	1956	28	specified	specify	VERB
afs-72267	1956	29	on	on	ADP
afs-72267	1956	30	the	the	DET
afs-72267	1956	31	aggregate	aggregate	ADJ
afs-72267	1956	32	level	level	NOUN
afs-72267	1956	33	.	.	PUNCT
afs-72267	1957	1	if	if	SCONJ
afs-72267	1957	2	these	these	DET
afs-72267	1957	3	conventional	conventional	ADJ
afs-72267	1957	4	variables	variable	NOUN
afs-72267	1957	5	were	be	AUX
afs-72267	1957	6	specified	specify	VERB
afs-72267	1957	7	on	on	ADP
afs-72267	1957	8	farm	farm	NOUN
afs-72267	1957	9	level	level	NOUN
afs-72267	1957	10	,	,	PUNCT
afs-72267	1957	11	the	the	DET
afs-72267	1957	12	parameter	parameter	NOUN
afs-72267	1957	13	estimate	estimate	NOUN
afs-72267	1957	14	of	of	ADP
afs-72267	1957	15	the	the	DET
afs-72267	1957	16	elasticity	elasticity	NOUN
afs-72267	1957	17	with	with	ADP
afs-72267	1957	18	respect	respect	NOUN
afs-72267	1957	19	to	to	ADP
afs-72267	1957	20	research	research	NOUN
afs-72267	1957	21	was	be	AUX
afs-72267	1957	22	0.059	0.059	NUM
afs-72267	1957	23	without	without	ADP
afs-72267	1957	24	the	the	DET
afs-72267	1957	25	extension	extension	NOUN
afs-72267	1957	26	factor	factor	NOUN
afs-72267	1957	27	and	and	CCONJ
afs-72267	1957	28	0.018	0.018	NUM
afs-72267	1957	29	if	if	SCONJ
afs-72267	1957	30	extension	extension	NOUN
afs-72267	1957	31	was	be	AUX
afs-72267	1957	32	added	add	VERB
afs-72267	1957	33	.	.	PUNCT
afs-72267	1958	1	it	it	PRON
afs-72267	1958	2	is	be	AUX
afs-72267	1958	3	noteworthy	noteworthy	ADJ
afs-72267	1958	4	that	that	SCONJ
afs-72267	1958	5	the	the	DET
afs-72267	1958	6	lower	low	ADJ
afs-72267	1958	7	elasticities	elasticity	NOUN
afs-72267	1958	8	,	,	PUNCT
afs-72267	1958	9	0.018	0.018	NUM
afs-72267	1958	10	(	(	PUNCT
afs-72267	1958	11	conventional	conventional	ADJ
afs-72267	1958	12	variables	variable	NOUN
afs-72267	1958	13	on	on	ADP
afs-72267	1958	14	the	the	DET
afs-72267	1958	15	farm	farm	NOUN
afs-72267	1958	16	level	level	NOUN
afs-72267	1958	17	)	)	PUNCT
afs-72267	1958	18	and	and	CCONJ
afs-72267	1958	19	0.034	0.034	NUM
afs-72267	1958	20	(	(	PUNCT
afs-72267	1958	21	conventional	conventional	ADJ
afs-72267	1958	22	variables	variable	NOUN
afs-72267	1958	23	on	on	ADP
afs-72267	1958	24	the	the	DET
afs-72267	1958	25	aggregate	aggregate	ADJ
afs-72267	1958	26	level	level	NOUN
afs-72267	1958	27	)	)	PUNCT
afs-72267	1958	28	,	,	PUNCT
afs-72267	1958	29	which	which	PRON
afs-72267	1958	30	appear	appear	VERB
afs-72267	1958	31	when	when	SCONJ
afs-72267	1958	32	extension	extension	NOUN
afs-72267	1958	33	is	be	AUX
afs-72267	1958	34	added	add	VERB
afs-72267	1958	35	have	have	VERB
afs-72267	1958	36	very	very	ADV
afs-72267	1958	37	low	low	ADJ
afs-72267	1958	38	t	t	NOUN
afs-72267	1958	39	-	-	PUNCT
afs-72267	1958	40	values	value	NOUN
afs-72267	1958	41	and	and	CCONJ
afs-72267	1958	42	therefore	therefore	ADV
afs-72267	1958	43	are	be	AUX
afs-72267	1958	44	not	not	PART
afs-72267	1958	45	reliable	reliable	ADJ
afs-72267	1958	46	.	.	PUNCT
afs-72267	1959	1	multicollinearity	multicollinearity	NOUN
afs-72267	1959	2	between	between	ADP
afs-72267	1959	3	the	the	DET
afs-72267	1959	4	explaining	explain	VERB
afs-72267	1959	5	variables	variable	NOUN
afs-72267	1959	6	was	be	AUX
afs-72267	1959	7	strong	strong	ADJ
afs-72267	1959	8	.	.	PUNCT
afs-72267	1960	1	ridge	ridge	NOUN
afs-72267	1960	2	regressions	regression	NOUN
afs-72267	1960	3	,	,	PUNCT
afs-72267	1960	4	however	however	ADV
afs-72267	1960	5	,	,	PUNCT
afs-72267	1960	6	showed	show	VERB
afs-72267	1960	7	that	that	SCONJ
afs-72267	1960	8	the	the	DET
afs-72267	1960	9	internal	internal	ADJ
afs-72267	1960	10	correlation	correlation	NOUN
afs-72267	1960	11	did	do	AUX
afs-72267	1960	12	not	not	PART
afs-72267	1960	13	lead	lead	VERB
afs-72267	1960	14	to	to	ADP
afs-72267	1960	15	overestimated	overestimate	VERB
afs-72267	1960	16	research	research	NOUN
afs-72267	1960	17	coefficients	coefficient	NOUN
afs-72267	1960	18	.	.	PUNCT
afs-72267	1961	1	the	the	DET
afs-72267	1961	2	problem	problem	NOUN
afs-72267	1961	3	with	with	ADP
afs-72267	1961	4	all	all	DET
afs-72267	1961	5	the	the	DET
afs-72267	1961	6	unlagged	unlagged	ADJ
afs-72267	1961	7	parameter	parameter	NOUN
afs-72267	1961	8	estimates	estimate	NOUN
afs-72267	1961	9	of	of	ADP
afs-72267	1961	10	elasticities	elasticity	NOUN
afs-72267	1961	11	was	be	AUX
afs-72267	1961	12	heavy	heavy	ADJ
afs-72267	1961	13	autocorrelation	autocorrelation	NOUN
afs-72267	1961	14	.	.	PUNCT
afs-72267	1962	1	in	in	ADP
afs-72267	1962	2	the	the	DET
afs-72267	1962	3	autoregressive	autoregressive	ADJ
afs-72267	1962	4	models	model	NOUN
afs-72267	1962	5	of	of	ADP
afs-72267	1962	6	first	first	ADJ
afs-72267	1962	7	degree	degree	NOUN
afs-72267	1962	8	,	,	PUNCT
afs-72267	1962	9	the	the	DET
afs-72267	1962	10	autocorrelation	autocorrelation	NOUN
afs-72267	1962	11	declined	decline	VERB
afs-72267	1962	12	and	and	CCONJ
afs-72267	1962	13	practically	practically	ADV
afs-72267	1962	14	disappeared	disappear	VERB
afs-72267	1962	15	when	when	SCONJ
afs-72267	1962	16	models	model	NOUN
afs-72267	1962	17	of	of	ADP
afs-72267	1962	18	degree	degree	NOUN
afs-72267	1962	19	two	two	NUM
afs-72267	1962	20	were	be	AUX
afs-72267	1962	21	used	use	VERB
afs-72267	1962	22	to	to	PART
afs-72267	1962	23	explain	explain	VERB
afs-72267	1962	24	the	the	DET
afs-72267	1962	25	output	output	NOUN
afs-72267	1962	26	.	.	PUNCT
afs-72267	1963	1	the	the	DET
afs-72267	1963	2	parameter	parameter	NOUN
afs-72267	1963	3	estimates	estimate	NOUN
afs-72267	1963	4	of	of	ADP
afs-72267	1963	5	elasticities	elasticity	NOUN
afs-72267	1963	6	with	with	ADP
afs-72267	1963	7	respect	respect	NOUN
afs-72267	1963	8	to	to	ADP
afs-72267	1963	9	public	public	ADJ
afs-72267	1963	10	research	research	NOUN
afs-72267	1963	11	in	in	ADP
afs-72267	1963	12	these	these	DET
afs-72267	1963	13	unlagged	unlagge	VERB
afs-72267	1963	14	models	model	NOUN
afs-72267	1963	15	were	be	AUX
afs-72267	1963	16	0.010—0.016	0.010—0.016	ADJ
afs-72267	1963	17	.	.	PUNCT
afs-72267	1964	1	the	the	DET
afs-72267	1964	2	regression	regression	NOUN
afs-72267	1964	3	coefficients	coefficient	NOUN
afs-72267	1964	4	of	of	ADP
afs-72267	1964	5	the	the	DET
afs-72267	1964	6	lagged	lag	VERB
afs-72267	1964	7	residuals	residual	NOUN
afs-72267	1964	8	were	be	AUX
afs-72267	1964	9	high	high	ADJ
afs-72267	1964	10	,	,	PUNCT
afs-72267	1964	11	however	however	ADV
afs-72267	1964	12	,	,	PUNCT
afs-72267	1964	13	and	and	CCONJ
afs-72267	1964	14	their	their	PRON
afs-72267	1964	15	content	content	NOUN
afs-72267	1964	16	is	be	AUX
afs-72267	1964	17	unclear	unclear	ADJ
afs-72267	1964	18	.	.	PUNCT
afs-72267	1965	1	in	in	ADP
afs-72267	1965	2	addition	addition	NOUN
afs-72267	1965	3	,	,	PUNCT
afs-72267	1965	4	the	the	DET
afs-72267	1965	5	elasticity	elasticity	NOUN
afs-72267	1965	6	estimates	estimate	VERB
afs-72267	1965	7	with	with	ADP
afs-72267	1965	8	respect	respect	NOUN
afs-72267	1965	9	to	to	ADP
afs-72267	1965	10	research	research	NOUN
afs-72267	1965	11	were	be	AUX
afs-72267	1965	12	clearly	clearly	ADV
afs-72267	1965	13	insignificant	insignificant	ADJ
afs-72267	1965	14	.	.	PUNCT
afs-72267	1966	1	the	the	DET
afs-72267	1966	2	parameter	parameter	NOUN
afs-72267	1966	3	estimates	estimate	NOUN
afs-72267	1966	4	of	of	ADP
afs-72267	1966	5	the	the	DET
afs-72267	1966	6	unlagged	unlagged	ADJ
afs-72267	1966	7	elasticities	elasticity	NOUN
afs-72267	1966	8	with	with	ADP
afs-72267	1966	9	respect	respect	NOUN
afs-72267	1966	10	to	to	ADP
afs-72267	1966	11	public	public	ADJ
afs-72267	1966	12	research	research	NOUN
afs-72267	1966	13	thus	thus	ADV
afs-72267	1966	14	vary	vary	VERB
afs-72267	1966	15	between	between	ADP
afs-72267	1966	16	0.010	0.010	NUM
afs-72267	1966	17	and	and	CCONJ
afs-72267	1966	18	0.114	0.114	NUM
afs-72267	1966	19	.	.	PUNCT
afs-72267	1967	1	taking	take	VERB
afs-72267	1967	2	the	the	DET
afs-72267	1967	3	pos330	pos330	PROPN
afs-72267	1967	4	6	6	NUM
afs-72267	1967	5	sibility	sibility	NOUN
afs-72267	1967	6	of	of	ADP
afs-72267	1967	7	errors	error	NOUN
afs-72267	1967	8	into	into	ADP
afs-72267	1967	9	account	account	NOUN
afs-72267	1967	10	,	,	PUNCT
afs-72267	1967	11	an	an	DET
afs-72267	1967	12	estimate	estimate	NOUN
afs-72267	1967	13	of	of	ADP
afs-72267	1967	14	elasticity	elasticity	NOUN
afs-72267	1967	15	of	of	ADP
afs-72267	1967	16	0.040	0.040	NUM
afs-72267	1967	17	,	,	PUNCT
afs-72267	1967	18	previously	previously	ADV
afs-72267	1967	19	used	use	VERB
afs-72267	1967	20	in	in	ADP
afs-72267	1967	21	section	section	NOUN
afs-72267	1967	22	5.1.1	5.1.1	NOUN
afs-72267	1967	23	.	.	PUNCT
afs-72267	1968	1	may	may	AUX
afs-72267	1968	2	be	be	AUX
afs-72267	1968	3	too	too	ADV
afs-72267	1968	4	high	high	ADJ
afs-72267	1968	5	.	.	PUNCT
afs-72267	1969	1	a	a	DET
afs-72267	1969	2	modest	modest	ADJ
afs-72267	1969	3	approximation	approximation	NOUN
afs-72267	1969	4	of	of	ADP
afs-72267	1969	5	the	the	DET
afs-72267	1969	6	unlagged	unlagged	ADJ
afs-72267	1969	7	elasticity	elasticity	NOUN
afs-72267	1969	8	estimate	estimate	NOUN
afs-72267	1969	9	may	may	AUX
afs-72267	1969	10	thereforelie	thereforelie	VERB
afs-72267	1969	11	in	in	ADP
afs-72267	1969	12	the	the	DET
afs-72267	1969	13	range	range	NOUN
afs-72267	1969	14	of	of	ADP
afs-72267	1969	15	0.015	0.015	NUM
afs-72267	1969	16	—	—	PUNCT
afs-72267	1969	17	0.025	0.025	NUM
afs-72267	1969	18	.	.	PUNCT
afs-72267	1970	1	this	this	DET
afs-72267	1970	2	approximation	approximation	NOUN
afs-72267	1970	3	,	,	PUNCT
afs-72267	1970	4	however	however	ADV
afs-72267	1970	5	,	,	PUNCT
afs-72267	1970	6	suffers	suffer	VERB
afs-72267	1970	7	from	from	ADP
afs-72267	1970	8	lack	lack	NOUN
afs-72267	1970	9	of	of	ADP
afs-72267	1970	10	reliability	reliability	NOUN
afs-72267	1970	11	because	because	SCONJ
afs-72267	1970	12	of	of	ADP
afs-72267	1970	13	the	the	DET
afs-72267	1970	14	omission	omission	NOUN
afs-72267	1970	15	of	of	ADP
afs-72267	1970	16	a	a	DET
afs-72267	1970	17	lag	lag	NOUN
afs-72267	1970	18	.	.	PUNCT
afs-72267	1971	1	the	the	DET
afs-72267	1971	2	estimation	estimation	NOUN
afs-72267	1971	3	of	of	ADP
afs-72267	1971	4	total	total	ADJ
afs-72267	1971	5	research	research	NOUN
afs-72267	1971	6	parameters	parameter	NOUN
afs-72267	1971	7	by	by	ADP
afs-72267	1971	8	linear	linear	NOUN
afs-72267	1971	9	functions	function	NOUN
afs-72267	1971	10	with	with	ADP
afs-72267	1971	11	conventional	conventional	ADJ
afs-72267	1971	12	variables	variable	NOUN
afs-72267	1971	13	specified	specify	VERB
afs-72267	1971	14	at	at	ADP
afs-72267	1971	15	the	the	DET
afs-72267	1971	16	aggregate	aggregate	ADJ
afs-72267	1971	17	level	level	NOUN
afs-72267	1971	18	gave	give	VERB
afs-72267	1971	19	an	an	DET
afs-72267	1971	20	estimate	estimate	NOUN
afs-72267	1971	21	of	of	ADP
afs-72267	1971	22	the	the	DET
afs-72267	1971	23	marginal	marginal	ADJ
afs-72267	1971	24	product	product	NOUN
afs-72267	1971	25	of	of	ADP
afs-72267	1971	26	0.022	0.022	NUM
afs-72267	1971	27	0.025	0.025	NUM
afs-72267	1971	28	,	,	PUNCT
afs-72267	1971	29	which	which	PRON
afs-72267	1971	30	was	be	AUX
afs-72267	1971	31	converted	convert	VERB
afs-72267	1971	32	to	to	ADP
afs-72267	1971	33	an	an	DET
afs-72267	1971	34	elasticity	elasticity	NOUN
afs-72267	1971	35	of	of	ADP
afs-72267	1971	36	0.066—0.075	0.066—0.075	NUM
afs-72267	1971	37	.	.	PUNCT
afs-72267	1972	1	when	when	SCONJ
afs-72267	1972	2	traditional	traditional	ADJ
afs-72267	1972	3	variables	variable	NOUN
afs-72267	1972	4	are	be	AUX
afs-72267	1972	5	specified	specify	VERB
afs-72267	1972	6	at	at	ADP
afs-72267	1972	7	the	the	DET
afs-72267	1972	8	farm	farm	NOUN
afs-72267	1972	9	level	level	NOUN
afs-72267	1972	10	,	,	PUNCT
afs-72267	1972	11	the	the	DET
afs-72267	1972	12	research	research	NOUN
afs-72267	1972	13	marginal	marginal	ADJ
afs-72267	1972	14	product	product	NOUN
afs-72267	1972	15	estimate	estimate	NOUN
afs-72267	1972	16	varies	vary	VERB
afs-72267	1972	17	from	from	ADP
afs-72267	1972	18	0.047	0.047	NUM
afs-72267	1972	19	to	to	ADP
afs-72267	1972	20	0.054	0.054	NUM
afs-72267	1972	21	and	and	CCONJ
afs-72267	1972	22	the	the	DET
afs-72267	1972	23	estimate	estimate	NOUN
afs-72267	1972	24	of	of	ADP
afs-72267	1972	25	elasticity	elasticity	NOUN
afs-72267	1972	26	is	be	AUX
afs-72267	1972	27	consequently	consequently	ADV
afs-72267	1972	28	higher	high	ADJ
afs-72267	1972	29	(	(	PUNCT
afs-72267	1972	30	0.141	0.141	NUM
afs-72267	1972	31	—	—	PUNCT
afs-72267	1972	32	0.162	0.162	NUM
afs-72267	1972	33	)	)	PUNCT
afs-72267	1972	34	.	.	PUNCT
afs-72267	1973	1	the	the	DET
afs-72267	1973	2	significance	significance	NOUN
afs-72267	1973	3	was	be	AUX
afs-72267	1973	4	good	good	ADJ
afs-72267	1973	5	.	.	PUNCT
afs-72267	1974	1	the	the	DET
afs-72267	1974	2	cobb	cobb	PROPN
afs-72267	1974	3	-	-	PUNCT
afs-72267	1974	4	douglas	douglas	PROPN
afs-72267	1974	5	functions	function	NOUN
afs-72267	1974	6	produced	produce	VERB
afs-72267	1974	7	estimates	estimate	NOUN
afs-72267	1974	8	of	of	ADP
afs-72267	1974	9	elasticities	elasticity	NOUN
afs-72267	1974	10	with	with	ADP
afs-72267	1974	11	respect	respect	NOUN
afs-72267	1974	12	to	to	ADP
afs-72267	1974	13	total	total	ADJ
afs-72267	1974	14	research	research	NOUN
afs-72267	1974	15	of	of	ADP
afs-72267	1974	16	0.050—0.078	0.050—0.078	NUM
afs-72267	1974	17	when	when	SCONJ
afs-72267	1974	18	the	the	DET
afs-72267	1974	19	conventional	conventional	ADJ
afs-72267	1974	20	variables	variable	NOUN
afs-72267	1974	21	were	be	AUX
afs-72267	1974	22	specified	specify	VERB
afs-72267	1974	23	on	on	ADP
afs-72267	1974	24	the	the	DET
afs-72267	1974	25	aggregate	aggregate	ADJ
afs-72267	1974	26	level	level	NOUN
afs-72267	1974	27	,	,	PUNCT
afs-72267	1974	28	and	and	CCONJ
afs-72267	1974	29	of	of	ADP
afs-72267	1974	30	0.021	0.021	NUM
afs-72267	1974	31	—	—	PUNCT
afs-72267	1974	32	0.061	0.061	NUM
afs-72267	1974	33	on	on	ADP
afs-72267	1974	34	the	the	DET
afs-72267	1974	35	farm	farm	NOUN
afs-72267	1974	36	level	level	NOUN
afs-72267	1974	37	.	.	PUNCT
afs-72267	1975	1	both	both	CCONJ
afs-72267	1975	2	the	the	DET
afs-72267	1975	3	higher	high	ADJ
afs-72267	1975	4	parameter	parameter	NOUN
afs-72267	1975	5	estimates	estimate	NOUN
afs-72267	1975	6	of	of	ADP
afs-72267	1975	7	0.078	0.078	NUM
afs-72267	1975	8	and	and	CCONJ
afs-72267	1975	9	0.061	0.061	NUM
afs-72267	1975	10	were	be	AUX
afs-72267	1975	11	accepted	accept	VERB
afs-72267	1975	12	by	by	ADP
afs-72267	1975	13	the	the	DET
afs-72267	1975	14	t	t	PROPN
afs-72267	1975	15	-	-	PUNCT
afs-72267	1975	16	test	test	NOUN
afs-72267	1975	17	at	at	ADP
afs-72267	1975	18	a	a	DET
afs-72267	1975	19	10	10	NUM
afs-72267	1975	20	%	%	NOUN
afs-72267	1975	21	confidence	confidence	NOUN
afs-72267	1975	22	level	level	NOUN
afs-72267	1975	23	.	.	PUNCT
afs-72267	1976	1	in	in	ADP
afs-72267	1976	2	the	the	DET
afs-72267	1976	3	autoregressive	autoregressive	ADJ
afs-72267	1976	4	models	model	NOUN
afs-72267	1976	5	,	,	PUNCT
afs-72267	1976	6	autocorrelation	autocorrelation	NOUN
afs-72267	1976	7	declined	decline	VERB
afs-72267	1976	8	and	and	CCONJ
afs-72267	1976	9	insignificant	insignificant	ADJ
afs-72267	1976	10	estimates	estimate	NOUN
afs-72267	1976	11	of	of	ADP
afs-72267	1976	12	elasticity	elasticity	NOUN
afs-72267	1976	13	with	with	ADP
afs-72267	1976	14	respect	respect	NOUN
afs-72267	1976	15	to	to	ADP
afs-72267	1976	16	total	total	ADJ
afs-72267	1976	17	research	research	NOUN
afs-72267	1976	18	of	of	ADP
afs-72267	1976	19	0.022—0.031	0.022—0.031	NOUN
afs-72267	1976	20	were	be	AUX
afs-72267	1976	21	obtained	obtain	VERB
afs-72267	1976	22	.	.	PUNCT
afs-72267	1977	1	the	the	DET
afs-72267	1977	2	estimate	estimate	NOUN
afs-72267	1977	3	of	of	ADP
afs-72267	1977	4	the	the	DET
afs-72267	1977	5	unlagged	unlagged	ADJ
afs-72267	1977	6	elasticity	elasticity	NOUN
afs-72267	1977	7	of	of	ADP
afs-72267	1977	8	total	total	ADJ
afs-72267	1977	9	research	research	NOUN
afs-72267	1977	10	thus	thus	ADV
afs-72267	1977	11	ranges	range	VERB
afs-72267	1977	12	from	from	ADP
afs-72267	1977	13	0.021	0.021	NUM
afs-72267	1977	14	to	to	ADP
afs-72267	1977	15	0.162	0.162	NUM
afs-72267	1977	16	.	.	PUNCT
afs-72267	1978	1	taking	take	VERB
afs-72267	1978	2	into	into	ADP
afs-72267	1978	3	account	account	NOUN
afs-72267	1978	4	the	the	DET
afs-72267	1978	5	deficient	deficient	ADJ
afs-72267	1978	6	data	datum	NOUN
afs-72267	1978	7	an	an	DET
afs-72267	1978	8	approximation	approximation	NOUN
afs-72267	1978	9	of	of	ADP
afs-72267	1978	10	0.030	0.030	NUM
afs-72267	1978	11	for	for	ADP
afs-72267	1978	12	the	the	DET
afs-72267	1978	13	estimate	estimate	NOUN
afs-72267	1978	14	of	of	ADP
afs-72267	1978	15	the	the	DET
afs-72267	1978	16	unlagged	unlagged	ADJ
afs-72267	1978	17	elasticity	elasticity	NOUN
afs-72267	1978	18	for	for	ADP
afs-72267	1978	19	total	total	ADJ
afs-72267	1978	20	research	research	NOUN
afs-72267	1978	21	seems	seem	VERB
afs-72267	1978	22	appropriate	appropriate	ADJ
afs-72267	1978	23	.	.	PUNCT
afs-72267	1979	1	the	the	DET
afs-72267	1979	2	estimation	estimation	NOUN
afs-72267	1979	3	of	of	ADP
afs-72267	1979	4	elasticities	elasticity	NOUN
afs-72267	1979	5	with	with	ADP
afs-72267	1979	6	respect	respect	NOUN
afs-72267	1979	7	to	to	ADP
afs-72267	1979	8	public	public	ADJ
afs-72267	1979	9	research	research	NOUN
afs-72267	1979	10	including	include	VERB
afs-72267	1979	11	simple	simple	ADJ
afs-72267	1979	12	lags	lag	NOUN
afs-72267	1979	13	(	(	PUNCT
afs-72267	1979	14	table	table	NOUN
afs-72267	1979	15	22	22	NUM
afs-72267	1979	16	)	)	PUNCT
afs-72267	1979	17	proved	prove	VERB
afs-72267	1979	18	to	to	PART
afs-72267	1979	19	be	be	AUX
afs-72267	1979	20	troublesome	troublesome	ADJ
afs-72267	1979	21	as	as	SCONJ
afs-72267	1979	22	many	many	ADJ
afs-72267	1979	23	negative	negative	ADJ
afs-72267	1979	24	signs	sign	NOUN
afs-72267	1979	25	appeared	appear	VERB
afs-72267	1979	26	,	,	PUNCT
afs-72267	1979	27	and	and	CCONJ
afs-72267	1979	28	they	they	PRON
afs-72267	1979	29	were	be	AUX
afs-72267	1979	30	also	also	ADV
afs-72267	1979	31	statistically	statistically	ADV
afs-72267	1979	32	insignificant	insignificant	ADJ
afs-72267	1979	33	in	in	ADP
afs-72267	1979	34	most	most	ADJ
afs-72267	1979	35	cases	case	NOUN
afs-72267	1979	36	.	.	PUNCT
afs-72267	1980	1	the	the	DET
afs-72267	1980	2	only	only	ADJ
afs-72267	1980	3	estimates	estimate	NOUN
afs-72267	1980	4	of	of	ADP
afs-72267	1980	5	elasticities	elasticity	NOUN
afs-72267	1980	6	which	which	PRON
afs-72267	1980	7	could	could	AUX
afs-72267	1980	8	be	be	AUX
afs-72267	1980	9	accepted	accept	VERB
afs-72267	1980	10	by	by	ADP
afs-72267	1980	11	the	the	DET
afs-72267	1980	12	t	t	PROPN
afs-72267	1980	13	-	-	PUNCT
afs-72267	1980	14	test	test	NOUN
afs-72267	1980	15	were	be	AUX
afs-72267	1980	16	an	an	DET
afs-72267	1980	17	estimate	estimate	NOUN
afs-72267	1980	18	for	for	ADP
afs-72267	1980	19	a	a	DET
afs-72267	1980	20	simple	simple	ADJ
afs-72267	1980	21	five	five	NUM
afs-72267	1980	22	-	-	PUNCT
afs-72267	1980	23	year	year	NOUN
afs-72267	1980	24	lag	lag	NOUN
afs-72267	1980	25	with	with	ADP
afs-72267	1980	26	a	a	DET
afs-72267	1980	27	negative	negative	ADJ
afs-72267	1980	28	sign	sign	NOUN
afs-72267	1980	29	(	(	PUNCT
afs-72267	1980	30	—	—	PUNCT
afs-72267	1980	31	0.088	0.088	NUM
afs-72267	1980	32	)	)	PUNCT
afs-72267	1980	33	anc	anc	PROPN
afs-72267	1980	34	four	four	NUM
afs-72267	1980	35	rather	rather	ADV
afs-72267	1980	36	high	high	ADJ
afs-72267	1980	37	estimates	estimate	NOUN
afs-72267	1980	38	of	of	ADP
afs-72267	1980	39	elasticities	elasticity	NOUN
afs-72267	1980	40	(	(	PUNCT
afs-72267	1980	41	0.084—0.092	0.084—0.092	NUM
afs-72267	1980	42	)	)	PUNCT
afs-72267	1980	43	for	for	ADP
afs-72267	1980	44	lags	lag	NOUN
afs-72267	1980	45	of	of	ADP
afs-72267	1980	46	13	13	NUM
afs-72267	1980	47	to	to	PART
afs-72267	1980	48	14	14	NUM
afs-72267	1980	49	years	year	NOUN
afs-72267	1980	50	.	.	PUNCT
afs-72267	1981	1	the	the	DET
afs-72267	1981	2	results	result	NOUN
afs-72267	1981	3	for	for	ADP
afs-72267	1981	4	estimations	estimation	NOUN
afs-72267	1981	5	including	include	VERB
afs-72267	1981	6	almon	almon	PROPN
afs-72267	1981	7	lags	lag	NOUN
afs-72267	1981	8	of	of	ADP
afs-72267	1981	9	degrees	degree	NOUN
afs-72267	1981	10	two	two	NUM
afs-72267	1981	11	and	and	CCONJ
afs-72267	1981	12	three	three	NUM
afs-72267	1981	13	were	be	AUX
afs-72267	1981	14	discouraging	discourage	VERB
afs-72267	1981	15	.	.	PUNCT
afs-72267	1982	1	the	the	DET
afs-72267	1982	2	total	total	ADJ
afs-72267	1982	3	inconsistency	inconsistency	NOUN
afs-72267	1982	4	of	of	ADP
afs-72267	1982	5	signs	sign	NOUN
afs-72267	1982	6	for	for	ADP
afs-72267	1982	7	different	different	ADJ
afs-72267	1982	8	lengths	length	NOUN
afs-72267	1982	9	of	of	ADP
afs-72267	1982	10	the	the	DET
afs-72267	1982	11	lag	lag	NOUN
afs-72267	1982	12	proved	prove	VERB
afs-72267	1982	13	to	to	PART
afs-72267	1982	14	be	be	AUX
afs-72267	1982	15	no	no	ADV
afs-72267	1982	16	better	well	ADJ
afs-72267	1982	17	than	than	ADP
afs-72267	1982	18	for	for	ADP
afs-72267	1982	19	the	the	DET
afs-72267	1982	20	simple	simple	ADJ
afs-72267	1982	21	lags	lag	NOUN
afs-72267	1982	22	.	.	PUNCT
afs-72267	1983	1	as	as	ADP
afs-72267	1983	2	to	to	ADP
afs-72267	1983	3	the	the	DET
afs-72267	1983	4	estimates	estimate	NOUN
afs-72267	1983	5	of	of	ADP
afs-72267	1983	6	lagged	lag	VERB
afs-72267	1983	7	elasticities	elasticity	NOUN
afs-72267	1983	8	with	with	ADP
afs-72267	1983	9	respect	respect	NOUN
afs-72267	1983	10	to	to	ADP
afs-72267	1983	11	the	the	DET
afs-72267	1983	12	research	research	NOUN
afs-72267	1983	13	flow	flow	NOUN
afs-72267	1983	14	,	,	PUNCT
afs-72267	1983	15	no	no	DET
afs-72267	1983	16	acceptable	acceptable	ADJ
afs-72267	1983	17	estimate	estimate	NOUN
afs-72267	1983	18	could	could	AUX
afs-72267	1983	19	thus	thus	ADV
afs-72267	1983	20	be	be	AUX
afs-72267	1983	21	found	find	VERB
afs-72267	1983	22	.	.	PUNCT
afs-72267	1984	1	thus	thus	ADV
afs-72267	1984	2	the	the	DET
afs-72267	1984	3	estimations	estimation	NOUN
afs-72267	1984	4	carried	carry	VERB
afs-72267	1984	5	out	out	ADP
afs-72267	1984	6	in	in	ADP
afs-72267	1984	7	this	this	DET
afs-72267	1984	8	respect	respect	NOUN
afs-72267	1984	9	have	have	AUX
afs-72267	1984	10	clearly	clearly	ADV
afs-72267	1984	11	failed	fail	VERB
afs-72267	1984	12	.	.	PUNCT
afs-72267	1985	1	6.3	6.3	NUM
afs-72267	1985	2	.	.	PUNCT
afs-72267	1986	1	research	research	NOUN
afs-72267	1986	2	capital	capital	NOUN
afs-72267	1986	3	elasticities	elasticity	NOUN
afs-72267	1986	4	on	on	ADP
afs-72267	1986	5	the	the	DET
afs-72267	1986	6	basis	basis	NOUN
afs-72267	1986	7	of	of	ADP
afs-72267	1986	8	three	three	NUM
afs-72267	1986	9	different	different	ADJ
afs-72267	1986	10	assumptions	assumption	NOUN
afs-72267	1986	11	of	of	ADP
afs-72267	1986	12	depreciation	depreciation	NOUN
afs-72267	1986	13	of	of	ADP
afs-72267	1986	14	the	the	DET
afs-72267	1986	15	stock	stock	NOUN
afs-72267	1986	16	of	of	ADP
afs-72267	1986	17	research	research	NOUN
afs-72267	1986	18	capital	capital	NOUN
afs-72267	1986	19	(	(	PUNCT
afs-72267	1986	20	0	0	NUM
afs-72267	1986	21	%	%	NOUN
afs-72267	1986	22	,	,	PUNCT
afs-72267	1986	23	50	50	NUM
afs-72267	1986	24	%	%	NOUN
afs-72267	1986	25	and	and	CCONJ
afs-72267	1986	26	100	100	NUM
afs-72267	1986	27	%	%	NOUN
afs-72267	1986	28	depreciated	depreciate	VERB
afs-72267	1986	29	20	20	NUM
afs-72267	1986	30	years	year	NOUN
afs-72267	1986	31	after	after	SCONJ
afs-72267	1986	32	research	research	NOUN
afs-72267	1986	33	grants	grant	NOUN
afs-72267	1986	34	were	be	AUX
afs-72267	1986	35	made	make	VERB
afs-72267	1986	36	)	)	PUNCT
afs-72267	1986	37	,	,	PUNCT
afs-72267	1986	38	elasticities	elasticity	NOUN
afs-72267	1986	39	with	with	ADP
afs-72267	1986	40	respect	respect	NOUN
afs-72267	1986	41	to	to	ADP
afs-72267	1986	42	a	a	DET
afs-72267	1986	43	research	research	NOUN
afs-72267	1986	44	capital	capital	NOUN
afs-72267	1986	45	of	of	ADP
afs-72267	1986	46	0.252	0.252	NUM
afs-72267	1986	47	—	—	PUNCT
afs-72267	1986	48	0.338	0.338	NUM
afs-72267	1986	49	were	be	AUX
afs-72267	1986	50	estimated	estimate	VERB
afs-72267	1986	51	at	at	ADP
afs-72267	1986	52	a	a	DET
afs-72267	1986	53	significance	significance	NOUN
afs-72267	1986	54	of	of	ADP
afs-72267	1986	55	0.016—0.023	0.016—0.023	NUM
afs-72267	1986	56	.	.	PUNCT
afs-72267	1987	1	the	the	DET
afs-72267	1987	2	inclusion	inclusion	NOUN
afs-72267	1987	3	of	of	ADP
afs-72267	1987	4	an	an	DET
afs-72267	1987	5	extension	extension	NOUN
afs-72267	1987	6	variable	variable	NOUN
afs-72267	1987	7	in	in	ADP
afs-72267	1987	8	the	the	DET
afs-72267	1987	9	regression	regression	NOUN
afs-72267	1987	10	decreased	decrease	VERB
afs-72267	1987	11	this	this	DET
afs-72267	1987	12	estimate	estimate	NOUN
afs-72267	1987	13	of	of	ADP
afs-72267	1987	14	elasticity	elasticity	NOUN
afs-72267	1987	15	to	to	ADP
afs-72267	1987	16	0.174—0.247	0.174—0.247	NUM
afs-72267	1987	17	and	and	CCONJ
afs-72267	1987	18	decreased	decrease	VERB
afs-72267	1987	19	the	the	DET
afs-72267	1987	20	significance	significance	NOUN
afs-72267	1987	21	to	to	ADP
afs-72267	1987	22	0.093—0.142	0.093—0.142	PROPN
afs-72267	1987	23	.	.	PUNCT
afs-72267	1988	1	autocorrelation	autocorrelation	NOUN
afs-72267	1988	2	problems	problem	NOUN
afs-72267	1988	3	appeared	appear	VERB
afs-72267	1988	4	in	in	ADP
afs-72267	1988	5	all	all	DET
afs-72267	1988	6	cases	case	NOUN
afs-72267	1988	7	.	.	PUNCT
afs-72267	1989	1	in	in	ADP
afs-72267	1989	2	the	the	DET
afs-72267	1989	3	autoregressive	autoregressive	ADJ
afs-72267	1989	4	models	model	NOUN
afs-72267	1989	5	of	of	ADP
afs-72267	1989	6	first	first	ADJ
afs-72267	1989	7	order	order	NOUN
afs-72267	1989	8	,	,	PUNCT
afs-72267	1989	9	research	research	NOUN
afs-72267	1989	10	elasticities	elasticity	NOUN
afs-72267	1989	11	of	of	ADP
afs-72267	1989	12	0.10—0.15	0.10—0.15	PROPN
afs-72267	1989	13	were	be	AUX
afs-72267	1989	14	estimated	estimate	VERB
afs-72267	1989	15	and	and	CCONJ
afs-72267	1989	16	autocorrelation	autocorrelation	NOUN
afs-72267	1989	17	decreased	decrease	VERB
afs-72267	1989	18	substantially	substantially	ADV
afs-72267	1989	19	.	.	PUNCT
afs-72267	1990	1	these	these	DET
afs-72267	1990	2	estimates	estimate	NOUN
afs-72267	1990	3	suffered	suffer	VERB
afs-72267	1990	4	from	from	ADP
afs-72267	1990	5	being	be	AUX
afs-72267	1990	6	clearly	clearly	ADV
afs-72267	1990	7	insignificant	insignificant	ADJ
afs-72267	1990	8	.	.	PUNCT
afs-72267	1991	1	taking	take	VERB
afs-72267	1991	2	these	these	DET
afs-72267	1991	3	facts	fact	NOUN
afs-72267	1991	4	into	into	ADP
afs-72267	1991	5	consideration	consideration	NOUN
afs-72267	1991	6	,	,	PUNCT
afs-72267	1991	7	approximation	approximation	NOUN
afs-72267	1991	8	of	of	ADP
afs-72267	1991	9	the	the	DET
afs-72267	1991	10	estimate	estimate	NOUN
afs-72267	1991	11	of	of	ADP
afs-72267	1991	12	elasticity	elasticity	NOUN
afs-72267	1991	13	with	with	ADP
afs-72267	1991	14	respect	respect	NOUN
afs-72267	1991	15	to	to	ADP
afs-72267	1991	16	an	an	DET
afs-72267	1991	17	undepreciated	undepreciated	ADJ
afs-72267	1991	18	research	research	NOUN
afs-72267	1991	19	capital	capital	NOUN
afs-72267	1991	20	at	at	ADP
afs-72267	1991	21	a	a	DET
afs-72267	1991	22	value	value	NOUN
afs-72267	1991	23	of	of	ADP
afs-72267	1991	24	0.20	0.20	NUM
afs-72267	1991	25	seems	seem	VERB
afs-72267	1991	26	acceptable	acceptable	ADJ
afs-72267	1991	27	.	.	PUNCT
afs-72267	1992	1	in	in	ADP
afs-72267	1992	2	case	case	NOUN
afs-72267	1992	3	a	a	DET
afs-72267	1992	4	depreciation	depreciation	NOUN
afs-72267	1992	5	rate	rate	NOUN
afs-72267	1992	6	of	of	ADP
afs-72267	1992	7	50	50	NUM
afs-72267	1992	8	%	%	NOUN
afs-72267	1992	9	and	and	CCONJ
afs-72267	1992	10	100	100	NUM
afs-72267	1992	11	%	%	NOUN
afs-72267	1992	12	after	after	ADP
afs-72267	1992	13	20	20	NUM
afs-72267	1992	14	years	year	NOUN
afs-72267	1992	15	is	be	AUX
afs-72267	1992	16	practised	practise	VERB
afs-72267	1992	17	,	,	PUNCT
afs-72267	1992	18	the	the	DET
afs-72267	1992	19	estimate	estimate	NOUN
afs-72267	1992	20	of	of	ADP
afs-72267	1992	21	elasticity	elasticity	NOUN
afs-72267	1992	22	should	should	AUX
afs-72267	1992	23	be	be	AUX
afs-72267	1992	24	in	in	ADP
afs-72267	1992	25	the	the	DET
afs-72267	1992	26	range	range	NOUN
afs-72267	1992	27	of	of	ADP
afs-72267	1992	28	0.17	0.17	NUM
afs-72267	1992	29	and	and	CCONJ
afs-72267	1992	30	,	,	PUNCT
afs-72267	1992	31	respectively	respectively	ADV
afs-72267	1992	32	,	,	PUNCT
afs-72267	1992	33	0.15	0.15	NUM
afs-72267	1992	34	.	.	PUNCT
afs-72267	1993	1	the	the	DET
afs-72267	1993	2	estimates	estimate	NOUN
afs-72267	1993	3	of	of	ADP
afs-72267	1993	4	elasticities	elasticity	NOUN
afs-72267	1993	5	with	with	ADP
afs-72267	1993	6	respect	respect	NOUN
afs-72267	1993	7	to	to	ADP
afs-72267	1993	8	total	total	ADJ
afs-72267	1993	9	research	research	NOUN
afs-72267	1993	10	stock	stock	NOUN
afs-72267	1993	11	were	be	AUX
afs-72267	1993	12	smaller	small	ADJ
afs-72267	1993	13	than	than	ADP
afs-72267	1993	14	with	with	ADP
afs-72267	1993	15	respect	respect	NOUN
afs-72267	1993	16	to	to	ADP
afs-72267	1993	17	public	public	ADJ
afs-72267	1993	18	research	research	NOUN
afs-72267	1993	19	,	,	PUNCT
afs-72267	1993	20	a	a	DET
afs-72267	1993	21	result	result	NOUN
afs-72267	1993	22	which	which	PRON
afs-72267	1993	23	is	be	AUX
afs-72267	1993	24	hard	hard	ADJ
afs-72267	1993	25	to	to	PART
afs-72267	1993	26	explain	explain	VERB
afs-72267	1993	27	since	since	SCONJ
afs-72267	1993	28	the	the	DET
afs-72267	1993	29	flow	flow	NOUN
afs-72267	1993	30	estimates	estimate	NOUN
afs-72267	1993	31	indicated	indicate	VERB
afs-72267	1993	32	the	the	DET
afs-72267	1993	33	opposite	opposite	NOUN
afs-72267	1993	34	.	.	PUNCT
afs-72267	1994	1	the	the	DET
afs-72267	1994	2	coefficients	coefficient	NOUN
afs-72267	1994	3	varied	varied	ADJ
afs-72267	1994	4	from	from	ADP
afs-72267	1994	5	0.219—0.278	0.219—0.278	NOUN
afs-72267	1994	6	,	,	PUNCT
afs-72267	1994	7	with	with	ADP
afs-72267	1994	8	a	a	DET
afs-72267	1994	9	significance	significance	NOUN
afs-72267	1994	10	of	of	ADP
afs-72267	1994	11	0.017—0.022	0.017—0.022	NOUN
afs-72267	1994	12	.	.	PUNCT
afs-72267	1995	1	when	when	SCONJ
afs-72267	1995	2	extension	extension	NOUN
afs-72267	1995	3	was	be	AUX
afs-72267	1995	4	added	add	VERB
afs-72267	1995	5	the	the	DET
afs-72267	1995	6	estimates	estimate	NOUN
afs-72267	1995	7	declined	decline	VERB
afs-72267	1995	8	to	to	ADP
afs-72267	1995	9	0.169—0.222	0.169—0.222	NOUN
afs-72267	1995	10	,	,	PUNCT
afs-72267	1995	11	with	with	ADP
afs-72267	1995	12	a	a	DET
afs-72267	1995	13	significance	significance	NOUN
afs-72267	1995	14	of	of	ADP
afs-72267	1995	15	0.052—0.074	0.052—0.074	PROPN
afs-72267	1995	16	.	.	PUNCT
afs-72267	1996	1	the	the	DET
afs-72267	1996	2	autoregressive	autoregressive	ADJ
afs-72267	1996	3	models	model	NOUN
afs-72267	1996	4	of	of	ADP
afs-72267	1996	5	first	first	ADJ
afs-72267	1996	6	order	order	NOUN
afs-72267	1996	7	gave	give	VERB
afs-72267	1996	8	insignificant	insignificant	ADJ
afs-72267	1996	9	estimates	estimate	NOUN
afs-72267	1996	10	(	(	PUNCT
afs-72267	1996	11	0.08	0.08	NUM
afs-72267	1996	12	and	and	CCONJ
afs-72267	1996	13	0.12	0.12	NUM
afs-72267	1996	14	)	)	PUNCT
afs-72267	1996	15	of	of	ADP
afs-72267	1996	16	the	the	DET
afs-72267	1996	17	elasticities	elasticity	NOUN
afs-72267	1996	18	with	with	ADP
afs-72267	1996	19	respect	respect	NOUN
afs-72267	1996	20	to	to	ADP
afs-72267	1996	21	total	total	ADJ
afs-72267	1996	22	research	research	NOUN
afs-72267	1996	23	stock	stock	NOUN
afs-72267	1996	24	.	.	PUNCT
afs-72267	1997	1	the	the	DET
afs-72267	1997	2	estimate	estimate	NOUN
afs-72267	1997	3	of	of	ADP
afs-72267	1997	4	the	the	DET
afs-72267	1997	5	elasticity	elasticity	NOUN
afs-72267	1997	6	of	of	ADP
afs-72267	1997	7	an	an	DET
afs-72267	1997	8	undepreciated	undepreciated	ADJ
afs-72267	1997	9	total	total	ADJ
afs-72267	1997	10	research	research	NOUN
afs-72267	1997	11	capital	capital	NOUN
afs-72267	1997	12	could	could	AUX
afs-72267	1997	13	,	,	PUNCT
afs-72267	1997	14	on	on	ADP
afs-72267	1997	15	this	this	DET
afs-72267	1997	16	basis	basis	NOUN
afs-72267	1997	17	be	be	AUX
afs-72267	1997	18	approximated	approximate	VERB
afs-72267	1997	19	to	to	ADP
afs-72267	1997	20	0.15	0.15	NUM
afs-72267	1997	21	,	,	PUNCT
afs-72267	1997	22	or	or	CCONJ
afs-72267	1997	23	slightly	slightly	ADV
afs-72267	1997	24	331	331	NUM
afs-72267	1997	25	lower	low	ADJ
afs-72267	1997	26	than	than	ADP
afs-72267	1997	27	public	public	ADJ
afs-72267	1997	28	research	research	NOUN
afs-72267	1997	29	.	.	PUNCT
afs-72267	1998	1	depending	depend	VERB
afs-72267	1998	2	on	on	ADP
afs-72267	1998	3	the	the	DET
afs-72267	1998	4	rate	rate	NOUN
afs-72267	1998	5	of	of	ADP
afs-72267	1998	6	depreciation	depreciation	NOUN
afs-72267	1998	7	,	,	PUNCT
afs-72267	1998	8	the	the	DET
afs-72267	1998	9	elasticity	elasticity	NOUN
afs-72267	1998	10	estimate	estimate	NOUN
afs-72267	1998	11	is	be	AUX
afs-72267	1998	12	approximated	approximate	VERB
afs-72267	1998	13	by	by	ADP
afs-72267	1998	14	0.12—0.13	0.12—0.13	PROPN
afs-72267	1998	15	.	.	PUNCT
afs-72267	1999	1	the	the	DET
afs-72267	1999	2	reason	reason	NOUN
afs-72267	1999	3	for	for	ADP
afs-72267	1999	4	the	the	DET
afs-72267	1999	5	lower	low	ADJ
afs-72267	1999	6	value	value	NOUN
afs-72267	1999	7	of	of	ADP
afs-72267	1999	8	total	total	ADJ
afs-72267	1999	9	research	research	NOUN
afs-72267	1999	10	probably	probably	ADV
afs-72267	1999	11	depends	depend	VERB
afs-72267	1999	12	on	on	ADP
afs-72267	1999	13	deficiencies	deficiency	NOUN
afs-72267	1999	14	in	in	ADP
afs-72267	1999	15	data	datum	NOUN
afs-72267	1999	16	,	,	PUNCT
afs-72267	1999	17	and	and	CCONJ
afs-72267	1999	18	a	a	DET
afs-72267	1999	19	clear	clear	ADJ
afs-72267	1999	20	warning	warning	NOUN
afs-72267	1999	21	concerning	concern	VERB
afs-72267	1999	22	this	this	DET
afs-72267	1999	23	point	point	NOUN
afs-72267	1999	24	is	be	AUX
afs-72267	1999	25	in	in	ADP
afs-72267	1999	26	order	order	NOUN
afs-72267	1999	27	.	.	PUNCT
afs-72267	2000	1	6.4	6.4	NUM
afs-72267	2000	2	.	.	PUNCT
afs-72267	2000	3	value	value	NOUN
afs-72267	2000	4	marginal	marginal	ADJ
afs-72267	2000	5	product	product	NOUN
afs-72267	2000	6	on	on	ADP
afs-72267	2000	7	thebasis	thebasis	NOUN
afs-72267	2000	8	of	of	ADP
afs-72267	2000	9	the	the	DET
afs-72267	2000	10	elasticities	elasticity	NOUN
afs-72267	2000	11	discussed	discuss	VERB
afs-72267	2000	12	in	in	ADP
afs-72267	2000	13	the	the	DET
afs-72267	2000	14	previous	previous	ADJ
afs-72267	2000	15	sections	section	NOUN
afs-72267	2000	16	of	of	ADP
afs-72267	2000	17	this	this	DET
afs-72267	2000	18	chapter	chapter	NOUN
afs-72267	2000	19	,	,	PUNCT
afs-72267	2000	20	it	it	PRON
afs-72267	2000	21	is	be	AUX
afs-72267	2000	22	now	now	ADV
afs-72267	2000	23	possible	possible	ADJ
afs-72267	2000	24	to	to	PART
afs-72267	2000	25	calculate	calculate	VERB
afs-72267	2000	26	a	a	DET
afs-72267	2000	27	value	value	NOUN
afs-72267	2000	28	marginal	marginal	ADJ
afs-72267	2000	29	product	product	NOUN
afs-72267	2000	30	vmp	vmp	PROPN
afs-72267	2000	31	(	(	PUNCT
afs-72267	2000	32	a	a	DET
afs-72267	2000	33	marginal	marginal	ADJ
afs-72267	2000	34	rate	rate	NOUN
afs-72267	2000	35	of	of	ADP
afs-72267	2000	36	return	return	NOUN
afs-72267	2000	37	)	)	PUNCT
afs-72267	2000	38	for	for	ADP
afs-72267	2000	39	agricultural	agricultural	ADJ
afs-72267	2000	40	research	research	NOUN
afs-72267	2000	41	.	.	PUNCT
afs-72267	2001	1	this	this	PRON
afs-72267	2001	2	is	be	AUX
afs-72267	2001	3	done	do	VERB
afs-72267	2001	4	by	by	ADP
afs-72267	2001	5	relating	relate	VERB
afs-72267	2001	6	the	the	DET
afs-72267	2001	7	increase	increase	NOUN
afs-72267	2001	8	in	in	ADP
afs-72267	2001	9	output	output	NOUN
afs-72267	2001	10	to	to	ADP
afs-72267	2001	11	the	the	DET
afs-72267	2001	12	costs	cost	NOUN
afs-72267	2001	13	of	of	ADP
afs-72267	2001	14	the	the	DET
afs-72267	2001	15	marginal	marginal	ADJ
afs-72267	2001	16	increase	increase	NOUN
afs-72267	2001	17	in	in	ADP
afs-72267	2001	18	research	research	NOUN
afs-72267	2001	19	costs	cost	NOUN
afs-72267	2001	20	.	.	PUNCT
afs-72267	2002	1	as	as	SCONJ
afs-72267	2002	2	agricultural	agricultural	ADJ
afs-72267	2002	3	and	and	CCONJ
afs-72267	2002	4	veterinary	veterinary	ADJ
afs-72267	2002	5	university	university	NOUN
afs-72267	2002	6	-	-	PUNCT
afs-72267	2002	7	level	level	NOUN
afs-72267	2002	8	education	education	NOUN
afs-72267	2002	9	has	have	AUX
afs-72267	2002	10	been	be	AUX
afs-72267	2002	11	included	include	VERB
afs-72267	2002	12	in	in	ADP
afs-72267	2002	13	research	research	NOUN
afs-72267	2002	14	costs	cost	NOUN
afs-72267	2002	15	,	,	PUNCT
afs-72267	2002	16	the	the	DET
afs-72267	2002	17	calculated	calculate	VERB
afs-72267	2002	18	value	value	NOUN
afs-72267	2002	19	marginal	marginal	ADJ
afs-72267	2002	20	product	product	NOUN
afs-72267	2002	21	concerns	concern	NOUN
afs-72267	2002	22	both	both	CCONJ
afs-72267	2002	23	research	research	NOUN
afs-72267	2002	24	and	and	CCONJ
afs-72267	2002	25	university	university	NOUN
afs-72267	2002	26	education	education	NOUN
afs-72267	2002	27	.	.	PUNCT
afs-72267	2003	1	extension	extension	NOUN
afs-72267	2003	2	activities	activity	NOUN
afs-72267	2003	3	carried	carry	VERB
afs-72267	2003	4	out	out	ADP
afs-72267	2003	5	to	to	PART
afs-72267	2003	6	speed	speed	VERB
afs-72267	2003	7	up	up	ADP
afs-72267	2003	8	the	the	DET
afs-72267	2003	9	adaption	adaption	NOUN
afs-72267	2003	10	of	of	ADP
afs-72267	2003	11	innovations	innovation	NOUN
afs-72267	2003	12	by	by	ADP
afs-72267	2003	13	farmers	farmer	NOUN
afs-72267	2003	14	also	also	ADV
afs-72267	2003	15	need	need	VERB
afs-72267	2003	16	to	to	PART
afs-72267	2003	17	be	be	AUX
afs-72267	2003	18	considered	consider	VERB
afs-72267	2003	19	in	in	ADP
afs-72267	2003	20	some	some	DET
afs-72267	2003	21	way	way	NOUN
afs-72267	2003	22	.	.	PUNCT
afs-72267	2004	1	to	to	PART
afs-72267	2004	2	do	do	VERB
afs-72267	2004	3	so	so	ADV
afs-72267	2004	4	,	,	PUNCT
afs-72267	2004	5	the	the	DET
afs-72267	2004	6	public	public	ADJ
afs-72267	2004	7	expenditures	expenditure	NOUN
afs-72267	2004	8	for	for	ADP
afs-72267	2004	9	extension	extension	NOUN
afs-72267	2004	10	services	service	NOUN
afs-72267	2004	11	are	be	AUX
afs-72267	2004	12	included	include	VERB
afs-72267	2004	13	in	in	ADP
afs-72267	2004	14	the	the	DET
afs-72267	2004	15	costs	cost	NOUN
afs-72267	2004	16	.	.	PUNCT
afs-72267	2005	1	the	the	DET
afs-72267	2005	2	formula	formula	NOUN
afs-72267	2005	3	for	for	ADP
afs-72267	2005	4	calculation	calculation	NOUN
afs-72267	2005	5	of	of	ADP
afs-72267	2005	6	the	the	DET
afs-72267	2005	7	marginal	marginal	ADJ
afs-72267	2005	8	product	product	NOUN
afs-72267	2005	9	is	be	AUX
afs-72267	2005	10	,	,	PUNCT
afs-72267	2005	11	according	accord	VERB
afs-72267	2005	12	to	to	ADP
afs-72267	2005	13	davis	davis	PROPN
afs-72267	2005	14	(	(	PUNCT
afs-72267	2005	15	1981	1981	NUM
afs-72267	2005	16	):	):	PUNCT
afs-72267	2005	17	(	(	PUNCT
afs-72267	2005	18	6.1	6.1	NUM
afs-72267	2005	19	)	)	PUNCT
afs-72267	2005	20	mp	mp	NOUN
afs-72267	2005	21	=	=	PUNCT
afs-72267	2006	1	d	d	NOUN
afs-72267	2006	2	'	'	PUNCT
afs-72267	2006	3	r	r	NOUN
afs-72267	2006	4	where	where	SCONJ
afs-72267	2006	5	mp	mp	NOUN
afs-72267	2006	6	=	=	PUNCT
afs-72267	2006	7	marginal	marginal	ADJ
afs-72267	2006	8	product	product	NOUN
afs-72267	2006	9	of	of	ADP
afs-72267	2006	10	research	research	NOUN
afs-72267	2006	11	q	q	NOUN
afs-72267	2007	1	=	=	NOUN
afs-72267	2007	2	gross	gross	ADJ
afs-72267	2007	3	production	production	NOUN
afs-72267	2007	4	r	r	NOUN
afs-72267	2007	5	=	=	NOUN
afs-72267	2007	6	research	research	NOUN
afs-72267	2007	7	expenditures	expenditure	NOUN
afs-72267	2007	8	d	d	NOUN
afs-72267	2007	9	=	=	PUNCT
afs-72267	2007	10	elasticity	elasticity	NOUN
afs-72267	2007	11	of	of	ADP
afs-72267	2007	12	research	research	NOUN
afs-72267	2007	13	if	if	SCONJ
afs-72267	2007	14	research	research	NOUN
afs-72267	2007	15	has	have	AUX
afs-72267	2007	16	been	be	AUX
afs-72267	2007	17	measured	measure	VERB
afs-72267	2007	18	as	as	ADP
afs-72267	2007	19	a	a	DET
afs-72267	2007	20	flow	flow	NOUN
afs-72267	2007	21	,	,	PUNCT
afs-72267	2007	22	research	research	NOUN
afs-72267	2007	23	expenditures	expenditure	NOUN
afs-72267	2007	24	are	be	AUX
afs-72267	2007	25	the	the	DET
afs-72267	2007	26	average	average	ADJ
afs-72267	2007	27	annual	annual	ADJ
afs-72267	2007	28	expenditures	expenditure	NOUN
afs-72267	2007	29	.	.	PUNCT
afs-72267	2008	1	research	research	NOUN
afs-72267	2008	2	capital	capital	NOUN
afs-72267	2008	3	must	must	AUX
afs-72267	2008	4	be	be	AUX
afs-72267	2008	5	regarded	regard	VERB
afs-72267	2008	6	as	as	ADP
afs-72267	2008	7	research	research	NOUN
afs-72267	2008	8	expenditures	expenditure	NOUN
afs-72267	2008	9	when	when	SCONJ
afs-72267	2008	10	a	a	DET
afs-72267	2008	11	stock	stock	NOUN
afs-72267	2008	12	elasticity	elasticity	NOUN
afs-72267	2008	13	is	be	AUX
afs-72267	2008	14	used	use	VERB
afs-72267	2008	15	.	.	PUNCT
afs-72267	2009	1	if	if	SCONJ
afs-72267	2009	2	the	the	DET
afs-72267	2009	3	original	original	ADJ
afs-72267	2009	4	production	production	NOUN
afs-72267	2009	5	level	level	NOUN
afs-72267	2009	6	is	be	AUX
afs-72267	2009	7	q	q	ADJ
afs-72267	2009	8	,	,	PUNCT
afs-72267	2009	9	the	the	DET
afs-72267	2009	10	value	value	ADJ
afs-72267	2009	11	marginal	marginal	ADJ
afs-72267	2009	12	product	product	NOUN
afs-72267	2009	13	is	be	AUX
afs-72267	2009	14	the	the	DET
afs-72267	2009	15	mp	mp	NOUN
afs-72267	2009	16	priced	price	VERB
afs-72267	2009	17	by	by	ADP
afs-72267	2009	18	product	product	NOUN
afs-72267	2009	19	price	price	NOUN
afs-72267	2009	20	p	p	NOUN
afs-72267	2009	21	,	,	PUNCT
afs-72267	2009	22	:	:	PUNCT
afs-72267	2009	23	(	(	PUNCT
afs-72267	2009	24	6.2	6.2	NUM
afs-72267	2009	25	)	)	PUNCT
afs-72267	2009	26	vmp	vmp	PROPN
afs-72267	2009	27	=	=	SYM
afs-72267	2010	1	d	d	NOUN
afs-72267	2010	2	r	r	NOUN
afs-72267	2010	3	when	when	SCONJ
afs-72267	2010	4	extension	extension	NOUN
afs-72267	2010	5	costs	cost	NOUN
afs-72267	2010	6	are	be	AUX
afs-72267	2010	7	added	add	VERB
afs-72267	2010	8	the	the	DET
afs-72267	2010	9	value	value	NOUN
afs-72267	2010	10	marginal	marginal	ADJ
afs-72267	2010	11	product	product	NOUN
afs-72267	2010	12	is	be	AUX
afs-72267	2010	13	:	:	PUNCT
afs-72267	2010	14	(	(	PUNCT
afs-72267	2010	15	6.3	6.3	NUM
afs-72267	2010	16	)	)	PUNCT
afs-72267	2010	17	vmp	vmp	PROPN
afs-72267	2010	18	=	=	SYM
afs-72267	2010	19	d	d	PROPN
afs-72267	2010	20	q|pj	q|pj	NOUN
afs-72267	2010	21	r	r	NOUN
afs-72267	2010	22	+	+	CCONJ
afs-72267	2010	23	n	n	NUM
afs-72267	2010	24	332	332	NUM
afs-72267	2010	25	davis	davis	NOUN
afs-72267	2010	26	(	(	PUNCT
afs-72267	2010	27	1981	1981	NUM
afs-72267	2010	28	)	)	PUNCT
afs-72267	2010	29	points	point	VERB
afs-72267	2010	30	out	out	ADP
afs-72267	2010	31	two	two	NUM
afs-72267	2010	32	assumptions	assumption	NOUN
afs-72267	2010	33	underlying	underlie	VERB
afs-72267	2010	34	the	the	DET
afs-72267	2010	35	vmp	vmp	PROPN
afs-72267	2010	36	calculations	calculation	NOUN
afs-72267	2010	37	(	(	PUNCT
afs-72267	2010	38	6.1	6.1	NUM
afs-72267	2010	39	)	)	PUNCT
afs-72267	2010	40	,	,	PUNCT
afs-72267	2010	41	(	(	PUNCT
afs-72267	2010	42	6.2	6.2	NUM
afs-72267	2010	43	)	)	PUNCT
afs-72267	2010	44	and	and	CCONJ
afs-72267	2010	45	(	(	PUNCT
afs-72267	2010	46	6.3	6.3	NUM
afs-72267	2010	47	)	)	PUNCT
afs-72267	2010	48	.	.	PUNCT
afs-72267	2011	1	the	the	DET
afs-72267	2011	2	first	first	ADJ
afs-72267	2011	3	is	be	AUX
afs-72267	2011	4	that	that	SCONJ
afs-72267	2011	5	the	the	DET
afs-72267	2011	6	level	level	NOUN
afs-72267	2011	7	of	of	ADP
afs-72267	2011	8	use	use	NOUN
afs-72267	2011	9	of	of	ADP
afs-72267	2011	10	all	all	DET
afs-72267	2011	11	other	other	ADJ
afs-72267	2011	12	inputs	input	NOUN
afs-72267	2011	13	remains	remain	VERB
afs-72267	2011	14	the	the	DET
afs-72267	2011	15	same	same	ADJ
afs-72267	2011	16	.	.	PUNCT
afs-72267	2012	1	this	this	DET
afs-72267	2012	2	assumption	assumption	NOUN
afs-72267	2012	3	can	can	AUX
afs-72267	2012	4	,	,	PUNCT
afs-72267	2012	5	on	on	ADP
afs-72267	2012	6	the	the	DET
afs-72267	2012	7	one	one	NUM
afs-72267	2012	8	hand	hand	NOUN
afs-72267	2012	9	,	,	PUNCT
afs-72267	2012	10	be	be	AUX
afs-72267	2012	11	questioned	question	VERB
afs-72267	2012	12	,	,	PUNCT
afs-72267	2012	13	since	since	SCONJ
afs-72267	2012	14	it	it	PRON
afs-72267	2012	15	implies	imply	VERB
afs-72267	2012	16	that	that	SCONJ
afs-72267	2012	17	technological	technological	ADJ
afs-72267	2012	18	change	change	NOUN
afs-72267	2012	19	is	be	AUX
afs-72267	2012	20	neutral	neutral	ADJ
afs-72267	2012	21	(	(	PUNCT
afs-72267	2012	22	neither	neither	CCONJ
afs-72267	2012	23	capital	capital	NOUN
afs-72267	2012	24	nor	nor	CCONJ
afs-72267	2012	25	labour	labour	NOUN
afs-72267	2012	26	intensive	intensive	ADJ
afs-72267	2012	27	)	)	PUNCT
afs-72267	2012	28	to	to	ADP
afs-72267	2012	29	a	a	DET
afs-72267	2012	30	change	change	NOUN
afs-72267	2012	31	in	in	ADP
afs-72267	2012	32	research	research	NOUN
afs-72267	2012	33	intensity	intensity	NOUN
afs-72267	2012	34	.	.	PUNCT
afs-72267	2013	1	it	it	PRON
afs-72267	2013	2	means	mean	VERB
afs-72267	2013	3	that	that	SCONJ
afs-72267	2013	4	the	the	DET
afs-72267	2013	5	marginal	marginal	ADJ
afs-72267	2013	6	products	product	NOUN
afs-72267	2013	7	of	of	ADP
afs-72267	2013	8	the	the	DET
afs-72267	2013	9	other	other	ADJ
afs-72267	2013	10	inputs	input	NOUN
afs-72267	2013	11	do	do	AUX
afs-72267	2013	12	not	not	PART
afs-72267	2013	13	change	change	VERB
afs-72267	2013	14	as	as	ADP
afs-72267	2013	15	a	a	DET
afs-72267	2013	16	consequence	consequence	NOUN
afs-72267	2013	17	of	of	ADP
afs-72267	2013	18	research	research	NOUN
afs-72267	2013	19	activities	activity	NOUN
afs-72267	2013	20	.	.	PUNCT
afs-72267	2014	1	but	but	CCONJ
afs-72267	2014	2	in	in	ADP
afs-72267	2014	3	reality	reality	NOUN
afs-72267	2014	4	new	new	ADJ
afs-72267	2014	5	research	research	NOUN
afs-72267	2014	6	results	result	NOUN
afs-72267	2014	7	affect	affect	VERB
afs-72267	2014	8	the	the	DET
afs-72267	2014	9	volume	volume	NOUN
afs-72267	2014	10	of	of	ADP
afs-72267	2014	11	capital	capital	NOUN
afs-72267	2014	12	,	,	PUNCT
afs-72267	2014	13	labour	labour	NOUN
afs-72267	2014	14	and	and	CCONJ
afs-72267	2014	15	external	external	ADJ
afs-72267	2014	16	inputs	input	NOUN
afs-72267	2014	17	.	.	PUNCT
afs-72267	2015	1	on	on	ADP
afs-72267	2015	2	the	the	DET
afs-72267	2015	3	other	other	ADJ
afs-72267	2015	4	hand	hand	NOUN
afs-72267	2015	5	,	,	PUNCT
afs-72267	2015	6	as	as	SCONJ
afs-72267	2015	7	we	we	PRON
afs-72267	2015	8	are	be	AUX
afs-72267	2015	9	only	only	ADV
afs-72267	2015	10	dealing	deal	VERB
afs-72267	2015	11	with	with	ADP
afs-72267	2015	12	a	a	DET
afs-72267	2015	13	marginal	marginal	ADJ
afs-72267	2015	14	increase	increase	NOUN
afs-72267	2015	15	in	in	ADP
afs-72267	2015	16	the	the	DET
afs-72267	2015	17	research	research	NOUN
afs-72267	2015	18	input	input	NOUN
afs-72267	2015	19	,	,	PUNCT
afs-72267	2015	20	this	this	DET
afs-72267	2015	21	assumption	assumption	NOUN
afs-72267	2015	22	may	may	AUX
afs-72267	2015	23	be	be	AUX
afs-72267	2015	24	acceptable	acceptable	ADJ
afs-72267	2015	25	.	.	PUNCT
afs-72267	2016	1	this	this	DET
afs-72267	2016	2	assumption	assumption	NOUN
afs-72267	2016	3	of	of	ADP
afs-72267	2016	4	fixed	fix	VERB
afs-72267	2016	5	input	input	NOUN
afs-72267	2016	6	levels	level	NOUN
afs-72267	2016	7	also	also	ADV
afs-72267	2016	8	implies	imply	VERB
afs-72267	2016	9	a	a	DET
afs-72267	2016	10	divergent	divergent	ADJ
afs-72267	2016	11	shift	shift	NOUN
afs-72267	2016	12	in	in	ADP
afs-72267	2016	13	the	the	DET
afs-72267	2016	14	supply	supply	NOUN
afs-72267	2016	15	curve	curve	NOUN
afs-72267	2016	16	,	,	PUNCT
afs-72267	2016	17	caused	cause	VERB
afs-72267	2016	18	by	by	ADP
afs-72267	2016	19	research	research	NOUN
afs-72267	2016	20	.	.	PUNCT
afs-72267	2017	1	if	if	SCONJ
afs-72267	2017	2	the	the	DET
afs-72267	2017	3	supply	supply	NOUN
afs-72267	2017	4	curve	curve	NOUN
afs-72267	2017	5	in	in	ADP
afs-72267	2017	6	reality	reality	NOUN
afs-72267	2017	7	shifts	shift	NOUN
afs-72267	2017	8	in	in	ADP
afs-72267	2017	9	a	a	DET
afs-72267	2017	10	parallel	parallel	NOUN
afs-72267	2017	11	!	!	PUNCT
afs-72267	2017	12	direction	direction	NOUN
afs-72267	2017	13	,	,	PUNCT
afs-72267	2017	14	the	the	DET
afs-72267	2017	15	vmp	vmp	PROPN
afs-72267	2017	16	may	may	AUX
afs-72267	2017	17	be	be	AUX
afs-72267	2017	18	underestimated	underestimate	VERB
afs-72267	2017	19	by	by	ADP
afs-72267	2017	20	up	up	ADP
afs-72267	2017	21	to	to	PART
afs-72267	2017	22	half	half	NOUN
afs-72267	2017	23	.	.	PUNCT
afs-72267	2018	1	the	the	DET
afs-72267	2018	2	second	second	ADJ
afs-72267	2018	3	implicit	implicit	ADJ
afs-72267	2018	4	assumption	assumption	NOUN
afs-72267	2018	5	is	be	AUX
afs-72267	2018	6	that	that	SCONJ
afs-72267	2018	7	the	the	DET
afs-72267	2018	8	product	product	NOUN
afs-72267	2018	9	price	price	NOUN
afs-72267	2018	10	is	be	AUX
afs-72267	2018	11	not	not	PART
afs-72267	2018	12	affected	affect	VERB
afs-72267	2018	13	by	by	ADP
afs-72267	2018	14	the	the	DET
afs-72267	2018	15	change	change	NOUN
afs-72267	2018	16	in	in	ADP
afs-72267	2018	17	output	output	NOUN
afs-72267	2018	18	and	and	CCONJ
afs-72267	2018	19	that	that	SCONJ
afs-72267	2018	20	demand	demand	NOUN
afs-72267	2018	21	is	be	AUX
afs-72267	2018	22	perfectly	perfectly	ADV
afs-72267	2018	23	elastic	elastic	ADJ
afs-72267	2018	24	.	.	PUNCT
afs-72267	2019	1	in	in	ADP
afs-72267	2019	2	reality	reality	NOUN
afs-72267	2019	3	demand	demand	NOUN
afs-72267	2019	4	is	be	AUX
afs-72267	2019	5	unlikely	unlikely	ADJ
afs-72267	2019	6	to	to	PART
afs-72267	2019	7	be	be	AUX
afs-72267	2019	8	perfectly	perfectly	ADV
afs-72267	2019	9	elastic	elastic	ADJ
afs-72267	2019	10	and	and	CCONJ
afs-72267	2019	11	so	so	ADV
afs-72267	2019	12	the	the	DET
afs-72267	2019	13	vmp	vmp	PROPN
afs-72267	2019	14	overestimates	overestimate	VERB
afs-72267	2019	15	the	the	DET
afs-72267	2019	16	benefits	benefit	NOUN
afs-72267	2019	17	.	.	PUNCT
afs-72267	2020	1	the	the	DET
afs-72267	2020	2	overestimation	overestimation	NOUN
afs-72267	2020	3	caused	cause	VERB
afs-72267	2020	4	by	by	ADP
afs-72267	2020	5	this	this	DET
afs-72267	2020	6	latter	latter	ADJ
afs-72267	2020	7	assumption	assumption	NOUN
afs-72267	2020	8	is	be	AUX
afs-72267	2020	9	,	,	PUNCT
afs-72267	2020	10	according	accord	VERB
afs-72267	2020	11	to	to	ADP
afs-72267	2020	12	davis	davis	PROPN
afs-72267	2020	13	,	,	PUNCT
afs-72267	2020	14	relatively	relatively	ADV
afs-72267	2020	15	small	small	ADJ
afs-72267	2020	16	in	in	ADP
afs-72267	2020	17	comparison	comparison	NOUN
afs-72267	2020	18	to	to	ADP
afs-72267	2020	19	the	the	DET
afs-72267	2020	20	first	first	ADJ
afs-72267	2020	21	possibility	possibility	NOUN
afs-72267	2020	22	of	of	ADP
afs-72267	2020	23	underestimation	underestimation	NOUN
afs-72267	2020	24	.	.	PUNCT
afs-72267	2021	1	the	the	DET
afs-72267	2021	2	volume	volume	NOUN
afs-72267	2021	3	of	of	ADP
afs-72267	2021	4	gross	gross	ADJ
afs-72267	2021	5	production	production	NOUN
afs-72267	2021	6	for	for	ADP
afs-72267	2021	7	the	the	DET
afs-72267	2021	8	period	period	NOUN
afs-72267	2021	9	1950—1984	1950—1984	PROPN
afs-72267	2021	10	is	be	AUX
afs-72267	2021	11	derived	derive	VERB
afs-72267	2021	12	by	by	ADP
afs-72267	2021	13	the	the	DET
afs-72267	2021	14	same	same	ADJ
afs-72267	2021	15	index	index	NOUN
afs-72267	2021	16	series	series	NOUN
afs-72267	2021	17	as	as	SCONJ
afs-72267	2021	18	were	be	AUX
afs-72267	2021	19	used	use	VERB
afs-72267	2021	20	to	to	PART
afs-72267	2021	21	measure	measure	VERB
afs-72267	2021	22	independent	independent	ADJ
afs-72267	2021	23	variables	variable	NOUN
afs-72267	2021	24	in	in	ADP
afs-72267	2021	25	the	the	DET
afs-72267	2021	26	regressions	regression	NOUN
afs-72267	2021	27	.	.	PUNCT
afs-72267	2022	1	the	the	DET
afs-72267	2022	2	volume	volume	NOUN
afs-72267	2022	3	of	of	ADP
afs-72267	2022	4	this	this	DET
afs-72267	2022	5	production	production	NOUN
afs-72267	2022	6	was	be	AUX
afs-72267	2022	7	reported	report	VERB
afs-72267	2022	8	by	by	ADP
afs-72267	2022	9	kettunen	kettunen	PROPN
afs-72267	2022	10	(	(	PUNCT
afs-72267	2022	11	1985	1985	NUM
afs-72267	2022	12	)	)	PUNCT
afs-72267	2022	13	to	to	PART
afs-72267	2022	14	have	have	AUX
afs-72267	2022	15	been	be	AUX
afs-72267	2022	16	fim	fim	INTJ
afs-72267	2022	17	21,022.3	21,022.3	NUM
afs-72267	2022	18	million	million	NUM
afs-72267	2022	19	in	in	ADP
afs-72267	2022	20	1984	1984	NUM
afs-72267	2022	21	.	.	PUNCT
afs-72267	2023	1	because	because	SCONJ
afs-72267	2023	2	state	state	NOUN
afs-72267	2023	3	subsidies	subsidy	NOUN
afs-72267	2023	4	,	,	PUNCT
afs-72267	2023	5	state	state	NOUN
afs-72267	2023	6	compensations	compensation	NOUN
afs-72267	2023	7	and	and	CCONJ
afs-72267	2023	8	outdoor	outdoor	ADJ
afs-72267	2023	9	garden	garden	NOUN
afs-72267	2023	10	production	production	NOUN
afs-72267	2023	11	are	be	AUX
afs-72267	2023	12	included	include	VERB
afs-72267	2023	13	in	in	ADP
afs-72267	2023	14	this	this	DET
afs-72267	2023	15	figure	figure	NOUN
afs-72267	2023	16	,	,	PUNCT
afs-72267	2023	17	they	they	PRON
afs-72267	2023	18	are	be	AUX
afs-72267	2023	19	subtracted	subtract	VERB
afs-72267	2023	20	.	.	PUNCT
afs-72267	2024	1	the	the	DET
afs-72267	2024	2	gross	gross	ADJ
afs-72267	2024	3	production	production	NOUN
afs-72267	2024	4	figure	figure	NOUN
afs-72267	2024	5	derived	derive	VERB
afs-72267	2024	6	is	be	AUX
afs-72267	2024	7	then	then	ADV
afs-72267	2024	8	fim	fim	VERB
afs-72267	2024	9	19,403.9	19,403.9	NUM
afs-72267	2024	10	million	million	NUM
afs-72267	2024	11	at	at	ADP
afs-72267	2024	12	the	the	DET
afs-72267	2024	13	domestic	domestic	ADJ
afs-72267	2024	14	price	price	NOUN
afs-72267	2024	15	level	level	NOUN
afs-72267	2024	16	of	of	ADP
afs-72267	2024	17	1984	1984	NUM
afs-72267	2024	18	.	.	PUNCT
afs-72267	2025	1	public	public	ADJ
afs-72267	2025	2	expenditures	expenditure	NOUN
afs-72267	2025	3	for	for	ADP
afs-72267	2025	4	research	research	NOUN
afs-72267	2025	5	and	and	CCONJ
afs-72267	2025	6	university	university	NOUN
afs-72267	2025	7	education	education	NOUN
afs-72267	2025	8	in	in	ADP
afs-72267	2025	9	1984	1984	NUM
afs-72267	2025	10	were	be	AUX
afs-72267	2025	11	fim	fim	PROPN
afs-72267	2025	12	157.028	157.028	NUM
afs-72267	2025	13	million	million	NUM
afs-72267	2025	14	,	,	PUNCT
afs-72267	2025	15	the	the	DET
afs-72267	2025	16	value	value	NOUN
afs-72267	2025	17	of	of	ADP
afs-72267	2025	18	total	total	ADJ
afs-72267	2025	19	research	research	NOUN
afs-72267	2025	20	fim	fim	VERB
afs-72267	2025	21	230.132	230.132	NUM
afs-72267	2025	22	million	million	NUM
afs-72267	2025	23	.	.	PUNCT
afs-72267	2026	1	public	public	ADJ
afs-72267	2026	2	expenditures	expenditure	NOUN
afs-72267	2026	3	for	for	ADP
afs-72267	2026	4	extension	extension	NOUN
afs-72267	2026	5	were	be	AUX
afs-72267	2026	6	fim	fim	INTJ
afs-72267	2026	7	60.557	60.557	NUM
afs-72267	2026	8	million	million	NUM
afs-72267	2026	9	.	.	PUNCT
afs-72267	2027	1	use	use	NOUN
afs-72267	2027	2	of	of	ADP
afs-72267	2027	3	the	the	DET
afs-72267	2027	4	explaining	explain	VERB
afs-72267	2027	5	index	index	NOUN
afs-72267	2027	6	series	series	NOUN
afs-72267	2027	7	for	for	ADP
afs-72267	2027	8	research	research	NOUN
afs-72267	2027	9	and	and	CCONJ
afs-72267	2027	10	extension	extension	NOUN
afs-72267	2027	11	gives	give	VERB
afs-72267	2027	12	the	the	DET
afs-72267	2027	13	cumulated	cumulated	ADJ
afs-72267	2027	14	total	total	ADJ
afs-72267	2027	15	value	value	NOUN
afs-72267	2027	16	of	of	ADP
afs-72267	2027	17	these	these	DET
afs-72267	2027	18	inputs	input	NOUN
afs-72267	2027	19	in	in	ADP
afs-72267	2027	20	1950—1984	1950—1984	PROPN
afs-72267	2027	21	at	at	ADP
afs-72267	2027	22	the	the	DET
afs-72267	2027	23	price	price	NOUN
afs-72267	2027	24	level	level	NOUN
afs-72267	2027	25	of	of	ADP
afs-72267	2027	26	1984	1984	NUM
afs-72267	2027	27	.	.	PUNCT
afs-72267	2028	1	this	this	DET
afs-72267	2028	2	results	result	VERB
afs-72267	2028	3	in	in	ADP
afs-72267	2028	4	following	follow	VERB
afs-72267	2028	5	figures	figure	NOUN
afs-72267	2028	6	(	(	PUNCT
afs-72267	2028	7	see	see	VERB
afs-72267	2028	8	table	table	NOUN
afs-72267	2028	9	28	28	NUM
afs-72267	2028	10	):	):	PUNCT
afs-72267	2028	11	table	table	NOUN
afs-72267	2028	12	28	28	NUM
afs-72267	2028	13	.	.	PUNCT
afs-72267	2029	1	cumulated	cumulated	ADJ
afs-72267	2029	2	and	and	CCONJ
afs-72267	2029	3	average	average	ADJ
afs-72267	2029	4	volume	volume	NOUN
afs-72267	2029	5	in	in	ADP
afs-72267	2029	6	1950	1950	NUM
afs-72267	2029	7	—	—	PUNCT
afs-72267	2029	8	1984	1984	NUM
afs-72267	2029	9	ofgross	ofgross	NOUN
afs-72267	2029	10	production	production	NOUN
afs-72267	2029	11	,	,	PUNCT
afs-72267	2029	12	research	research	NOUN
afs-72267	2029	13	flow	flow	NOUN
afs-72267	2029	14	and	and	CCONJ
afs-72267	2029	15	state	state	NOUN
afs-72267	2029	16	expenditures	expenditure	NOUN
afs-72267	2029	17	for	for	ADP
afs-72267	2029	18	extension	extension	NOUN
afs-72267	2029	19	,	,	PUNCT
afs-72267	2029	20	(	(	PUNCT
afs-72267	2029	21	fim	fim	PROPN
afs-72267	2029	22	million	million	NUM
afs-72267	2029	23	)	)	PUNCT
afs-72267	2029	24	.	.	PUNCT
afs-72267	2030	1	cum.vol	cum.vol	NOUN
afs-72267	2030	2	.	.	PUNCT
afs-72267	2031	1	average	average	ADJ
afs-72267	2031	2	1	1	NUM
afs-72267	2031	3	.	.	PUNCT
afs-72267	2032	1	volume	volume	NOUN
afs-72267	2032	2	of	of	ADP
afs-72267	2032	3	gross	gross	ADJ
afs-72267	2032	4	production	production	NOUN
afs-72267	2032	5	in	in	ADP
afs-72267	2032	6	1950—1984	1950—1984	PROPN
afs-72267	2032	7	558,252	558,252	NUM
afs-72267	2032	8	15,950	15,950	NUM
afs-72267	2032	9	2	2	NUM
afs-72267	2032	10	.	.	PUNCT
afs-72267	2032	11	public	public	ADJ
afs-72267	2032	12	research	research	NOUN
afs-72267	2032	13	flow	flow	NOUN
afs-72267	2032	14	in	in	ADP
afs-72267	2032	15	1950—1984	1950—1984	PROPN
afs-72267	2032	16	3,138	3,138	NUM
afs-72267	2032	17	89.7	89.7	NUM
afs-72267	2032	18	3	3	NUM
afs-72267	2032	19	.	.	PUNCT
afs-72267	2032	20	total	total	ADJ
afs-72267	2032	21	research	research	NOUN
afs-72267	2032	22	flow	flow	NOUN
afs-72267	2032	23	in	in	ADP
afs-72267	2032	24	1950—1984	1950—1984	PROPN
afs-72267	2032	25	4,336	4,336	NUM
afs-72267	2032	26	123.9	123.9	NUM
afs-72267	2032	27	4	4	NUM
afs-72267	2032	28	.	.	PUNCT
afs-72267	2033	1	state	state	NOUN
afs-72267	2033	2	expenditures	expenditure	NOUN
afs-72267	2033	3	for	for	ADP
afs-72267	2033	4	extension	extension	NOUN
afs-72267	2033	5	in	in	ADP
afs-72267	2033	6	1950—1984	1950—1984	PROPN
afs-72267	2033	7	1,791	1,791	NUM
afs-72267	2033	8	51.2	51.2	NUM
afs-72267	2033	9	if	if	SCONJ
afs-72267	2033	10	the	the	DET
afs-72267	2033	11	unlagged	unlagged	ADJ
afs-72267	2033	12	estimate	estimate	NOUN
afs-72267	2033	13	of	of	ADP
afs-72267	2033	14	elasticity	elasticity	NOUN
afs-72267	2033	15	with	with	ADP
afs-72267	2033	16	respect	respect	NOUN
afs-72267	2033	17	to	to	ADP
afs-72267	2033	18	the	the	DET
afs-72267	2033	19	public	public	ADJ
afs-72267	2033	20	research	research	NOUN
afs-72267	2033	21	flow	flow	NOUN
afs-72267	2033	22	,	,	PUNCT
afs-72267	2033	23	approximated	approximate	VERB
afs-72267	2033	24	at	at	ADP
afs-72267	2033	25	0.020	0.020	NUM
afs-72267	2033	26	,	,	PUNCT
afs-72267	2033	27	is	be	AUX
afs-72267	2033	28	used	use	VERB
afs-72267	2033	29	,	,	PUNCT
afs-72267	2033	30	the	the	DET
afs-72267	2033	31	vmp	vmp	PROPN
afs-72267	2033	32	according	accord	VERB
afs-72267	2033	33	to	to	ADP
afs-72267	2033	34	(	(	PUNCT
afs-72267	2033	35	6.3	6.3	NUM
afs-72267	2033	36	)	)	PUNCT
afs-72267	2033	37	will	will	AUX
afs-72267	2033	38	be	be	AUX
afs-72267	2033	39	ww	ww	VERB
afs-72267	2033	40	„	„	PUNCT
afs-72267	2033	41	0.020	0.020	NUM
afs-72267	2033	42	%	%	NOUN
afs-72267	2033	43	x	x	SYM
afs-72267	2033	44	fim	fim	PROPN
afs-72267	2033	45	15,950	15,950	NUM
afs-72267	2033	46	millionvmp	millionvmp	NOUN
afs-72267	2033	47	„	„	PUNCT
afs-72267	2033	48	=	=	PUNCT
afs-72267	2034	1	p	p	NOUN
afs-72267	2034	2	1	1	NUM
afs-72267	2034	3	%	%	NOUN
afs-72267	2034	4	x	x	SYM
afs-72267	2034	5	fim	fim	INTJ
afs-72267	2034	6	(	(	PUNCT
afs-72267	2034	7	89.7	89.7	NUM
afs-72267	2034	8	+	+	NUM
afs-72267	2034	9	51.2	51.2	NUM
afs-72267	2034	10	)	)	PUNCT
afs-72267	2034	11	million	million	NUM
afs-72267	2034	12	=	=	SYM
afs-72267	2034	13	2.26	2.26	NUM
afs-72267	2034	14	the	the	DET
afs-72267	2034	15	value	value	NOUN
afs-72267	2034	16	marginal	marginal	ADJ
afs-72267	2034	17	product	product	NOUN
afs-72267	2034	18	of	of	ADP
afs-72267	2034	19	2.26	2.26	NUM
afs-72267	2034	20	would	would	AUX
afs-72267	2034	21	imply	imply	VERB
afs-72267	2034	22	that	that	SCONJ
afs-72267	2034	23	every	every	DET
afs-72267	2034	24	additional	additional	ADJ
afs-72267	2034	25	finnish	finnish	ADJ
afs-72267	2034	26	mark	mark	NOUN
afs-72267	2034	27	invested	invest	VERB
afs-72267	2034	28	in	in	ADP
afs-72267	2034	29	agricultural	agricultural	ADJ
afs-72267	2034	30	research	research	NOUN
afs-72267	2034	31	and	and	CCONJ
afs-72267	2034	32	university	university	NOUN
afs-72267	2034	33	education	education	NOUN
afs-72267	2034	34	would	would	AUX
afs-72267	2034	35	have	have	AUX
afs-72267	2034	36	returned	return	VERB
afs-72267	2034	37	by	by	ADP
afs-72267	2034	38	2.26	2.26	NUM
afs-72267	2034	39	mark	mark	NOUN
afs-72267	2034	40	annually	annually	ADV
afs-72267	2034	41	since	since	SCONJ
afs-72267	2034	42	that	that	DET
afs-72267	2034	43	moment	moment	NOUN
afs-72267	2034	44	.	.	PUNCT
afs-72267	2035	1	this	this	DET
afs-72267	2035	2	value	value	NOUN
afs-72267	2035	3	marginal	marginal	ADJ
afs-72267	2035	4	product	product	NOUN
afs-72267	2035	5	is	be	AUX
afs-72267	2035	6	equal	equal	ADJ
afs-72267	2035	7	to	to	ADP
afs-72267	2035	8	a	a	DET
afs-72267	2035	9	marginal	marginal	ADJ
afs-72267	2035	10	rate	rate	NOUN
afs-72267	2035	11	of	of	ADP
afs-72267	2035	12	return	return	NOUN
afs-72267	2035	13	of	of	ADP
afs-72267	2035	14	226	226	NUM
afs-72267	2035	15	%	%	NOUN
afs-72267	2035	16	,	,	PUNCT
afs-72267	2035	17	which	which	PRON
afs-72267	2035	18	seems	seem	VERB
afs-72267	2035	19	to	to	PART
afs-72267	2035	20	be	be	AUX
afs-72267	2035	21	exceedingly	exceedingly	ADV
afs-72267	2035	22	high	high	ADJ
afs-72267	2035	23	.	.	PUNCT
afs-72267	2036	1	since	since	SCONJ
afs-72267	2036	2	no	no	DET
afs-72267	2036	3	lag	lag	NOUN
afs-72267	2036	4	was	be	AUX
afs-72267	2036	5	applied	apply	VERB
afs-72267	2036	6	this	this	PRON
afs-72267	2036	7	is	be	AUX
afs-72267	2036	8	obviously	obviously	ADV
afs-72267	2036	9	an	an	DET
afs-72267	2036	10	overvalued	overvalued	ADJ
afs-72267	2036	11	estimate	estimate	NOUN
afs-72267	2036	12	.	.	PUNCT
afs-72267	2037	1	applying	apply	VERB
afs-72267	2037	2	the	the	DET
afs-72267	2037	3	same	same	ADJ
afs-72267	2037	4	formula	formula	NOUN
afs-72267	2037	5	to	to	ADP
afs-72267	2037	6	the	the	DET
afs-72267	2037	7	total	total	ADJ
afs-72267	2037	8	research	research	NOUN
afs-72267	2037	9	flow	flow	NOUN
afs-72267	2037	10	with	with	ADP
afs-72267	2037	11	an	an	DET
afs-72267	2037	12	unlagged	unlagged	ADJ
afs-72267	2037	13	elasticity	elasticity	NOUN
afs-72267	2037	14	of	of	ADP
afs-72267	2037	15	0.030	0.030	NUM
afs-72267	2037	16	gives	give	VERB
afs-72267	2037	17	„	„	PUNCT
afs-72267	2037	18	„	„	X
afs-72267	2037	19	„	„	X
afs-72267	2037	20	0.030	0.030	NUM
afs-72267	2037	21	%	%	NOUN
afs-72267	2037	22	x	x	SYM
afs-72267	2037	23	fim	fim	VERB
afs-72267	2037	24	15,950	15,950	NUM
afs-72267	2037	25	million	million	NUM
afs-72267	2037	26	vmp	vmp	PROPN
afs-72267	2037	27	'	'	PUNCT
afs-72267	2037	28	"	"	PUNCT
afs-72267	2037	29	1	1	NUM
afs-72267	2037	30	%	%	NOUN
afs-72267	2037	31	x	x	X
afs-72267	2037	32	fim	fim	INTJ
afs-72267	2037	33	(	(	PUNCT
afs-72267	2037	34	123.9	123.9	NUM
afs-72267	2037	35	+	+	NOUN
afs-72267	2037	36	51.2	51.2	NUM
afs-72267	2037	37	)	)	PUNCT
afs-72267	2037	38	million	million	NUM
afs-72267	2037	39	_	_	NOUN
afs-72267	2037	40	2	2	NUM
afs-72267	2037	41	77the	77the	NOUN
afs-72267	2037	42	value	value	NOUN
afs-72267	2037	43	marginal	marginal	ADJ
afs-72267	2037	44	product	product	NOUN
afs-72267	2037	45	of	of	ADP
afs-72267	2037	46	total	total	ADJ
afs-72267	2037	47	public	public	ADJ
afs-72267	2037	48	and	and	CCONJ
afs-72267	2037	49	private	private	ADJ
afs-72267	2037	50	research	research	NOUN
afs-72267	2037	51	thus	thus	ADV
afs-72267	2037	52	seems	seem	VERB
afs-72267	2037	53	somewhat	somewhat	ADV
afs-72267	2037	54	higher	high	ADJ
afs-72267	2037	55	than	than	ADP
afs-72267	2037	56	for	for	ADP
afs-72267	2037	57	only	only	ADJ
afs-72267	2037	58	public	public	ADJ
afs-72267	2037	59	research	research	NOUN
afs-72267	2037	60	.	.	PUNCT
afs-72267	2038	1	so	so	ADV
afs-72267	2038	2	far	far	ADV
afs-72267	2038	3	,	,	PUNCT
afs-72267	2038	4	the	the	DET
afs-72267	2038	5	research	research	NOUN
afs-72267	2038	6	flow	flow	NOUN
afs-72267	2038	7	concept	concept	NOUN
afs-72267	2038	8	has	have	AUX
afs-72267	2038	9	been	be	AUX
afs-72267	2038	10	considered	consider	VERB
afs-72267	2038	11	.	.	PUNCT
afs-72267	2039	1	if	if	SCONJ
afs-72267	2039	2	the	the	DET
afs-72267	2039	3	focus	focus	NOUN
afs-72267	2039	4	is	be	AUX
afs-72267	2039	5	changed	change	VERB
afs-72267	2039	6	to	to	ADP
afs-72267	2039	7	the	the	DET
afs-72267	2039	8	research	research	NOUN
afs-72267	2039	9	capital	capital	NOUN
afs-72267	2039	10	,	,	PUNCT
afs-72267	2039	11	do	do	AUX
afs-72267	2039	12	these	these	DET
afs-72267	2039	13	high	high	ADJ
afs-72267	2039	14	estimates	estimate	NOUN
afs-72267	2039	15	gain	gain	VERB
afs-72267	2039	16	validity	validity	NOUN
afs-72267	2039	17	from	from	ADP
afs-72267	2039	18	the	the	DET
afs-72267	2039	19	estimations	estimation	NOUN
afs-72267	2039	20	of	of	ADP
afs-72267	2039	21	the	the	DET
afs-72267	2039	22	stock	stock	NOUN
afs-72267	2039	23	of	of	ADP
afs-72267	2039	24	research	research	NOUN
afs-72267	2039	25	capital	capital	NOUN
afs-72267	2039	26	?	?	PUNCT
afs-72267	2040	1	in	in	ADP
afs-72267	2040	2	order	order	NOUN
afs-72267	2040	3	to	to	PART
afs-72267	2040	4	calculate	calculate	VERB
afs-72267	2040	5	the	the	DET
afs-72267	2040	6	rate	rate	NOUN
afs-72267	2040	7	of	of	ADP
afs-72267	2040	8	return	return	NOUN
afs-72267	2040	9	to	to	ADP
afs-72267	2040	10	research	research	NOUN
afs-72267	2040	11	capital	capital	NOUN
afs-72267	2040	12	,	,	PUNCT
afs-72267	2040	13	we	we	PRON
afs-72267	2040	14	need	need	VERB
afs-72267	2040	15	to	to	PART
afs-72267	2040	16	sum	sum	VERB
afs-72267	2040	17	up	up	ADP
afs-72267	2040	18	the	the	DET
afs-72267	2040	19	research	research	NOUN
afs-72267	2040	20	capital	capital	NOUN
afs-72267	2040	21	existing	exist	VERB
afs-72267	2040	22	each	each	DET
afs-72267	2040	23	year	year	NOUN
afs-72267	2040	24	in	in	ADP
afs-72267	2040	25	1950	1950	NUM
afs-72267	2040	26	—	—	PUNCT
afs-72267	2040	27	1984	1984	NUM
afs-72267	2040	28	.	.	PUNCT
afs-72267	2041	1	the	the	DET
afs-72267	2041	2	accumulated	accumulate	VERB
afs-72267	2041	3	sums	sum	NOUN
afs-72267	2041	4	as	as	ADV
afs-72267	2041	5	well	well	ADV
afs-72267	2041	6	as	as	ADP
afs-72267	2041	7	the	the	DET
afs-72267	2041	8	figures	figure	NOUN
afs-72267	2041	9	for	for	ADP
afs-72267	2041	10	the	the	DET
afs-72267	2041	11	derivation	derivation	NOUN
afs-72267	2041	12	of	of	ADP
afs-72267	2041	13	research	research	NOUN
afs-72267	2041	14	capital	capital	NOUN
afs-72267	2041	15	are	be	AUX
afs-72267	2041	16	found	find	VERB
afs-72267	2041	17	in	in	ADP
afs-72267	2041	18	appendices	appendix	NOUN
afs-72267	2041	19	14	14	NUM
afs-72267	2041	20	and	and	CCONJ
afs-72267	2041	21	15	15	NUM
afs-72267	2041	22	.	.	PUNCT
afs-72267	2041	23	table	table	NOUN
afs-72267	2041	24	29	29	NUM
afs-72267	2041	25	presents	present	VERB
afs-72267	2041	26	the	the	DET
afs-72267	2041	27	summed	sum	VERB
afs-72267	2041	28	up	up	ADP
afs-72267	2041	29	research	research	NOUN
afs-72267	2041	30	capitals	capital	NOUN
afs-72267	2041	31	and	and	CCONJ
afs-72267	2041	32	averages	average	NOUN
afs-72267	2041	33	for	for	ADP
afs-72267	2041	34	different	different	ADJ
afs-72267	2041	35	assumptions	assumption	NOUN
afs-72267	2041	36	of	of	ADP
afs-72267	2041	37	the	the	DET
afs-72267	2041	38	depreciation	depreciation	NOUN
afs-72267	2041	39	:	:	PUNCT
afs-72267	2041	40	table	table	NOUN
afs-72267	2041	41	29	29	NUM
afs-72267	2041	42	.	.	PUNCT
afs-72267	2042	1	the	the	DET
afs-72267	2042	2	sum	sum	NOUN
afs-72267	2042	3	and	and	CCONJ
afs-72267	2042	4	average	average	NOUN
afs-72267	2042	5	of	of	ADP
afs-72267	2042	6	accumulated	accumulate	VERB
afs-72267	2042	7	research	research	NOUN
afs-72267	2042	8	capitals	capital	NOUN
afs-72267	2042	9	1950—84	1950—84	NUM
afs-72267	2042	10	mill	mill	NOUN
afs-72267	2042	11	.	.	PUNCT
afs-72267	2043	1	fim	fim	PROPN
afs-72267	2043	2	.	.	PUNCT
afs-72267	2044	1	totalpublicrate	totalpublicrate	NOUN
afs-72267	2044	2	of	of	ADP
afs-72267	2044	3	depreciation	depreciation	NOUN
afs-72267	2044	4	_	_	PUNCT
afs-72267	2044	5	„	„	PUNCT
afs-72267	2044	6	...	...	PUNCT
afs-72267	2045	1	sum	sum	PROPN
afs-72267	2045	2	average	average	ADJ
afs-72267	2045	3	sum	sum	NOUN
afs-72267	2045	4	averageafter	averageafter	ADJ
afs-72267	2045	5	20	20	NUM
afs-72267	2045	6	years	year	NOUN
afs-72267	2045	7	s	s	PART
afs-72267	2045	8	56,685	56,685	NUM
afs-72267	2045	9	1,619.6	1,619.6	NUM
afs-72267	2045	10	70,272	70,272	NUM
afs-72267	2045	11	2,007.8	2,007.8	NUM
afs-72267	2045	12	50,122	50,122	NUM
afs-72267	2045	13	1,432.1	1,432.1	NUM
afs-72267	2045	14	63,284	63,284	NUM
afs-72267	2045	15	1,808.1	1,808.1	NUM
afs-72267	2045	16	43,559	43,559	NUM
afs-72267	2045	17	1,244.5	1,244.5	NUM
afs-72267	2045	18	56,295	56,295	NUM
afs-72267	2045	19	1,608.4	1,608.4	NUM
afs-72267	2045	20	0	0	NUM
afs-72267	2045	21	°	°	NUM
afs-72267	2045	22	7o	7o	NOUN
afs-72267	2045	23	50	50	NUM
afs-72267	2045	24	%	%	NOUN
afs-72267	2045	25	100	100	NUM
afs-72267	2045	26	%	%	NOUN
afs-72267	2045	27	the	the	DET
afs-72267	2045	28	sum	sum	NOUN
afs-72267	2045	29	of	of	ADP
afs-72267	2045	30	accumulated	accumulate	VERB
afs-72267	2045	31	undepreciated	undepreciated	ADJ
afs-72267	2045	32	research	research	NOUN
afs-72267	2045	33	capitals	capital	NOUN
afs-72267	2045	34	during	during	ADP
afs-72267	2045	35	the	the	DET
afs-72267	2045	36	whole	whole	ADJ
afs-72267	2045	37	period	period	NOUN
afs-72267	2045	38	1950—1984	1950—1984	PROPN
afs-72267	2045	39	was	be	AUX
afs-72267	2045	40	fim	fim	PROPN
afs-72267	2046	1	56,685	56,685	NUM
afs-72267	2046	2	million	million	NUM
afs-72267	2046	3	(	(	PUNCT
afs-72267	2046	4	public	public	NOUN
afs-72267	2046	5	)	)	PUNCT
afs-72267	2046	6	and	and	CCONJ
afs-72267	2046	7	,	,	PUNCT
afs-72267	2046	8	respectively	respectively	ADV
afs-72267	2046	9	,	,	PUNCT
afs-72267	2046	10	fim	fim	VERB
afs-72267	2046	11	70,272	70,272	NUM
afs-72267	2046	12	million	million	NUM
afs-72267	2046	13	(	(	PUNCT
afs-72267	2046	14	total	total	NOUN
afs-72267	2046	15	)	)	PUNCT
afs-72267	2046	16	.	.	PUNCT
afs-72267	2047	1	on	on	ADP
afs-72267	2047	2	average	average	ADJ
afs-72267	2047	3	the	the	DET
afs-72267	2047	4	undepreciated	undepreciated	ADJ
afs-72267	2047	5	public	public	ADJ
afs-72267	2047	6	research	research	NOUN
afs-72267	2047	7	capital	capital	NOUN
afs-72267	2047	8	was	be	AUX
afs-72267	2047	9	fim	fim	PROPN
afs-72267	2047	10	1,619.6	1,619.6	NUM
afs-72267	2047	11	million	million	NUM
afs-72267	2047	12	,	,	PUNCT
afs-72267	2047	13	the	the	DET
afs-72267	2047	14	undepreciated	undepreciated	ADJ
afs-72267	2047	15	total	total	ADJ
afs-72267	2047	16	research	research	NOUN
afs-72267	2047	17	capital	capital	NOUN
afs-72267	2047	18	fim	fim	X
afs-72267	2047	19	2,007.8	2,007.8	NUM
afs-72267	2047	20	million	million	NUM
afs-72267	2047	21	.	.	PUNCT
afs-72267	2048	1	the	the	DET
afs-72267	2048	2	value	value	NOUN
afs-72267	2048	3	of	of	ADP
afs-72267	2048	4	the	the	DET
afs-72267	2048	5	undepreciated	undepreciate	VERB
afs-72267	2048	6	research	research	NOUN
afs-72267	2048	7	capital	capital	NOUN
afs-72267	2048	8	only	only	ADV
afs-72267	2048	9	in	in	ADP
afs-72267	2048	10	1984	1984	NUM
afs-72267	2048	11	was	be	AUX
afs-72267	2048	12	estimated	estimate	VERB
afs-72267	2048	13	to	to	PART
afs-72267	2048	14	fim	fim	VERB
afs-72267	2048	15	3,480.0	3,480.0	NUM
afs-72267	2048	16	million	million	NUM
afs-72267	2048	17	(	(	PUNCT
afs-72267	2048	18	public	public	NOUN
afs-72267	2048	19	)	)	PUNCT
afs-72267	2048	20	and	and	CCONJ
afs-72267	2048	21	,	,	PUNCT
afs-72267	2048	22	respectively	respectively	ADV
afs-72267	2048	23	,	,	PUNCT
afs-72267	2048	24	fim	fim	X
afs-72267	2048	25	4,688.3	4,688.3	NUM
afs-72267	2048	26	million	million	NUM
afs-72267	2048	27	(	(	PUNCT
afs-72267	2048	28	total	total	NOUN
afs-72267	2048	29	)	)	PUNCT
afs-72267	2048	30	.	.	PUNCT
afs-72267	2049	1	the	the	DET
afs-72267	2049	2	estimates	estimate	NOUN
afs-72267	2049	3	of	of	ADP
afs-72267	2049	4	elasticities	elasticity	NOUN
afs-72267	2049	5	with	with	ADP
afs-72267	2049	6	respect	respect	NOUN
afs-72267	2049	7	to	to	ADP
afs-72267	2049	8	the	the	DET
afs-72267	2049	9	undepreciated	undepreciate	VERB
afs-72267	2049	10	public	public	ADJ
afs-72267	2049	11	research	research	NOUN
afs-72267	2049	12	capital	capital	NOUN
afs-72267	2049	13	and	and	CCONJ
afs-72267	2049	14	the	the	DET
afs-72267	2049	15	undepreciated	undepreciated	ADJ
afs-72267	2049	16	total	total	ADJ
afs-72267	2049	17	research	research	NOUN
afs-72267	2049	18	capital	capital	NOUN
afs-72267	2049	19	were	be	AUX
afs-72267	2049	20	approximated	approximate	VERB
afs-72267	2049	21	at	at	ADP
afs-72267	2049	22	0.2	0.2	NUM
afs-72267	2049	23	and	and	CCONJ
afs-72267	2049	24	0.15	0.15	NUM
afs-72267	2049	25	.	.	PUNCT
afs-72267	2050	1	if	if	SCONJ
afs-72267	2050	2	these	these	DET
afs-72267	2050	3	approximations	approximation	NOUN
afs-72267	2050	4	are	be	AUX
afs-72267	2050	5	used	use	VERB
afs-72267	2050	6	in	in	ADP
afs-72267	2050	7	formula	formula	NOUN
afs-72267	2050	8	(	(	PUNCT
afs-72267	2050	9	6.3	6.3	NUM
afs-72267	2050	10	)	)	PUNCT
afs-72267	2050	11	,	,	PUNCT
afs-72267	2050	12	the	the	DET
afs-72267	2050	13	following	follow	VERB
afs-72267	2050	14	value	value	NOUN
afs-72267	2050	15	marginal	marginal	ADJ
afs-72267	2050	16	products	product	NOUN
afs-72267	2050	17	are	be	AUX
afs-72267	2050	18	obtained	obtain	VERB
afs-72267	2050	19	:	:	PUNCT
afs-72267	2050	20	research	research	NOUN
afs-72267	2050	21	stock	stock	NOUN
afs-72267	2050	22	depreciation	depreciation	NOUN
afs-72267	2050	23	rate	rate	NOUN
afs-72267	2050	24	=	=	SYM
afs-72267	2050	25	0	0	NUM
afs-72267	2050	26	%	%	NOUN
afs-72267	2050	27	0.2	0.2	NUM
afs-72267	2050	28	%	%	NOUN
afs-72267	2050	29	x	x	X
afs-72267	2050	30	fim	fim	VERB
afs-72267	2050	31	15,950	15,950	NUM
afs-72267	2050	32	millionvmp	millionvmp	NOUN
afs-72267	2050	33	=	=	PUNCT
afs-72267	2051	1	p	p	NOUN
afs-72267	2051	2	1	1	NUM
afs-72267	2051	3	%	%	NOUN
afs-72267	2051	4	x	x	SYM
afs-72267	2051	5	fim	fim	INTJ
afs-72267	2051	6	(	(	PUNCT
afs-72267	2051	7	1,619.6	1,619.6	NUM
afs-72267	2051	8	+	+	SYM
afs-72267	2051	9	51.2	51.2	NUM
afs-72267	2051	10	)	)	PUNCT
afs-72267	2051	11	million	million	NUM
afs-72267	2051	12	=	=	NUM
afs-72267	2051	13	1.91	1.91	NUM
afs-72267	2051	14	0.15	0.15	NUM
afs-72267	2051	15	%	%	NOUN
afs-72267	2051	16	x	x	PUNCT
afs-72267	2051	17	fim	fim	PROPN
afs-72267	2051	18	15,950millionvmp	15,950millionvmp	NUM
afs-72267	2051	19	.	.	PUNCT
afs-72267	2052	1	1	1	NUM
afs-72267	2052	2	%	%	NOUN
afs-72267	2052	3	x	x	SYM
afs-72267	2052	4	fim	fim	INTJ
afs-72267	2052	5	(	(	PUNCT
afs-72267	2052	6	2,007.8	2,007.8	NUM
afs-72267	2052	7	+	+	CCONJ
afs-72267	2052	8	51.2	51.2	NUM
afs-72267	2052	9	)	)	PUNCT
afs-72267	2052	10	million	million	NUM
afs-72267	2052	11	=	=	SYM
afs-72267	2052	12	1.16	1.16	NUM
afs-72267	2052	13	333	333	NUM
afs-72267	2052	14	in	in	ADP
afs-72267	2052	15	the	the	DET
afs-72267	2052	16	case	case	NOUN
afs-72267	2052	17	of	of	ADP
afs-72267	2052	18	a	a	DET
afs-72267	2052	19	50	50	NUM
afs-72267	2052	20	%	%	NOUN
afs-72267	2052	21	and	and	CCONJ
afs-72267	2052	22	a	a	DET
afs-72267	2052	23	100	100	NUM
afs-72267	2052	24	%	%	NOUN
afs-72267	2052	25	depreciated	depreciate	VERB
afs-72267	2052	26	research	research	NOUN
afs-72267	2052	27	capital	capital	NOUN
afs-72267	2052	28	,	,	PUNCT
afs-72267	2052	29	the	the	DET
afs-72267	2052	30	estimates	estimate	NOUN
afs-72267	2052	31	of	of	ADP
afs-72267	2052	32	elasticities	elasticity	NOUN
afs-72267	2052	33	with	with	ADP
afs-72267	2052	34	respect	respect	NOUN
afs-72267	2052	35	to	to	ADP
afs-72267	2052	36	the	the	DET
afs-72267	2052	37	public	public	ADJ
afs-72267	2052	38	research	research	NOUN
afs-72267	2052	39	were	be	AUX
afs-72267	2052	40	approximated	approximate	VERB
afs-72267	2052	41	at	at	ADP
afs-72267	2052	42	0.17	0.17	NUM
afs-72267	2052	43	and	and	CCONJ
afs-72267	2052	44	,	,	PUNCT
afs-72267	2052	45	respectively	respectively	ADV
afs-72267	2052	46	0.15	0.15	NUM
afs-72267	2052	47	.	.	PUNCT
afs-72267	2053	1	the	the	DET
afs-72267	2053	2	elasticity	elasticity	NOUN
afs-72267	2053	3	estimates	estimate	VERB
afs-72267	2053	4	with	with	ADP
afs-72267	2053	5	respect	respect	NOUN
afs-72267	2053	6	to	to	ADP
afs-72267	2053	7	the	the	DET
afs-72267	2053	8	total	total	ADJ
afs-72267	2053	9	research	research	NOUN
afs-72267	2053	10	capital	capital	NOUN
afs-72267	2053	11	for	for	ADP
afs-72267	2053	12	both	both	DET
afs-72267	2053	13	depreciation	depreciation	NOUN
afs-72267	2053	14	rates	rate	NOUN
afs-72267	2053	15	are	be	AUX
afs-72267	2053	16	0.13	0.13	NUM
afs-72267	2053	17	and	and	CCONJ
afs-72267	2053	18	0.12	0.12	NUM
afs-72267	2053	19	.	.	PUNCT
afs-72267	2054	1	since	since	SCONJ
afs-72267	2054	2	the	the	DET
afs-72267	2054	3	estimations	estimation	NOUN
afs-72267	2054	4	carried	carry	VERB
afs-72267	2054	5	out	out	ADP
afs-72267	2054	6	would	would	AUX
afs-72267	2054	7	not	not	PART
afs-72267	2054	8	give	give	VERB
afs-72267	2054	9	reason	reason	NOUN
afs-72267	2054	10	to	to	ADP
afs-72267	2054	11	more	more	ADJ
afs-72267	2054	12	than	than	ADP
afs-72267	2054	13	minor	minor	ADJ
afs-72267	2054	14	change	change	NOUN
afs-72267	2054	15	in	in	ADP
afs-72267	2054	16	these	these	DET
afs-72267	2054	17	coefficients	coefficient	NOUN
afs-72267	2054	18	,	,	PUNCT
afs-72267	2054	19	there	there	PRON
afs-72267	2054	20	is	be	VERB
afs-72267	2054	21	reason	reason	NOUN
afs-72267	2054	22	to	to	PART
afs-72267	2054	23	say	say	VERB
afs-72267	2054	24	the	the	DET
afs-72267	2054	25	elasticities	elasticity	NOUN
afs-72267	2054	26	chosen	choose	VERB
afs-72267	2054	27	well	well	ADV
afs-72267	2054	28	represent	represent	VERB
afs-72267	2054	29	the	the	DET
afs-72267	2054	30	depreciated	depreciate	VERB
afs-72267	2054	31	research	research	NOUN
afs-72267	2054	32	capital	capital	NOUN
afs-72267	2054	33	.	.	PUNCT
afs-72267	2055	1	the	the	DET
afs-72267	2055	2	value	value	NOUN
afs-72267	2055	3	marginal	marginal	ADJ
afs-72267	2055	4	product	product	NOUN
afs-72267	2055	5	then	then	ADV
afs-72267	2055	6	becomes	become	VERB
afs-72267	2055	7	:	:	PUNCT
afs-72267	2055	8	research	research	NOUN
afs-72267	2055	9	stock	stock	NOUN
afs-72267	2055	10	depreciation	depreciation	NOUN
afs-72267	2055	11	rate	rate	NOUN
afs-72267	2055	12	=	=	NOUN
afs-72267	2055	13	50	50	NUM
afs-72267	2055	14	%	%	NOUN
afs-72267	2055	15	„	„	PUNCT
afs-72267	2055	16	w	w	NOUN
afs-72267	2055	17	„	„	PUNCT
afs-72267	2055	18	0.17	0.17	NUM
afs-72267	2055	19	%	%	NOUN
afs-72267	2055	20	x	x	SYM
afs-72267	2055	21	fim	fim	VERB
afs-72267	2055	22	15,950	15,950	NUM
afs-72267	2055	23	million	million	NUM
afs-72267	2055	24	vmp	vmp	PROPN
afs-72267	2055	25	„	„	PUNCT
afs-72267	2055	26	=	=	SYM
afs-72267	2056	1	p	p	NOUN
afs-72267	2056	2	1	1	NUM
afs-72267	2056	3	«	«	PUNCT
afs-72267	2056	4	vo	vo	X
afs-72267	2056	5	x	x	PROPN
afs-72267	2056	6	fim	fim	PROPN
afs-72267	2056	7	(	(	PUNCT
afs-72267	2056	8	1,432.1	1,432.1	NUM
afs-72267	2056	9	+	+	SYM
afs-72267	2056	10	51.2	51.2	NUM
afs-72267	2056	11	)	)	PUNCT
afs-72267	2056	12	million	million	NUM
afs-72267	2056	13	=	=	SYM
afs-72267	2056	14	1.83	1.83	NUM
afs-72267	2056	15	....	....	PUNCT
afs-72267	2057	1	_	_	PUNCT
afs-72267	2057	2	0.13	0.13	NUM
afs-72267	2057	3	%	%	NOUN
afs-72267	2057	4	x	x	SYM
afs-72267	2057	5	fim	fim	PROPN
afs-72267	2057	6	15,950	15,950	NUM
afs-72267	2057	7	millionvmp	millionvmp	NOUN
afs-72267	2057	8	.	.	PUNCT
afs-72267	2058	1	=	=	SYM
afs-72267	2058	2	1	1	NUM
afs-72267	2058	3	%	%	NOUN
afs-72267	2058	4	x	x	X
afs-72267	2058	5	fim	fim	INTJ
afs-72267	2058	6	(	(	PUNCT
afs-72267	2058	7	1,808.1	1,808.1	NUM
afs-72267	2058	8	+	+	NOUN
afs-72267	2058	9	51.2	51.2	NUM
afs-72267	2058	10	)	)	PUNCT
afs-72267	2058	11	million	million	NUM
afs-72267	2058	12	=	=	SYM
afs-72267	2058	13	1.12	1.12	NUM
afs-72267	2058	14	research	research	NOUN
afs-72267	2058	15	stock	stock	NOUN
afs-72267	2058	16	depreciation	depreciation	NOUN
afs-72267	2058	17	rate	rate	NOUN
afs-72267	2058	18	=	=	NOUN
afs-72267	2058	19	100	100	NUM
afs-72267	2058	20	%	%	NOUN
afs-72267	2058	21	~.	~.	PUNCT
afs-72267	2058	22	„	„	PUNCT
afs-72267	2058	23	,	,	PUNCT
afs-72267	2058	24	.	.	PUNCT
afs-72267	2059	1	0.15	0.15	NUM
afs-72267	2059	2	%	%	NOUN
afs-72267	2059	3	x	x	X
afs-72267	2059	4	fim	fim	VERB
afs-72267	2059	5	15,950millionvmp	15,950millionvmp	NUM
afs-72267	2059	6	„	„	NOUN
afs-72267	2059	7	=	=	SYM
afs-72267	2060	1	p	p	NOUN
afs-72267	2060	2	1	1	NUM
afs-72267	2060	3	%	%	NOUN
afs-72267	2060	4	x	x	SYM
afs-72267	2060	5	fim	fim	INTJ
afs-72267	2060	6	(	(	PUNCT
afs-72267	2060	7	1,244.5	1,244.5	NUM
afs-72267	2060	8	+	+	CCONJ
afs-72267	2060	9	51.2	51.2	NUM
afs-72267	2060	10	)	)	PUNCT
afs-72267	2060	11	million	million	NUM
afs-72267	2060	12	=	=	SYM
afs-72267	2060	13	1.85	1.85	NUM
afs-72267	2060	14	0.12	0.12	NUM
afs-72267	2060	15	%	%	NOUN
afs-72267	2060	16	x	x	SYM
afs-72267	2060	17	fim	fim	VERB
afs-72267	2060	18	15,950million	15,950million	NUM
afs-72267	2060	19	'	'	PUNCT
afs-72267	2060	20	~	~	SYM
afs-72267	2060	21	1	1	NUM
afs-72267	2060	22	%	%	NOUN
afs-72267	2060	23	x	x	SYM
afs-72267	2060	24	fim	fim	INTJ
afs-72267	2060	25	(	(	PUNCT
afs-72267	2060	26	1,608.4	1,608.4	X
afs-72267	2060	27	+	+	SYM
afs-72267	2060	28	51.2	51.2	NUM
afs-72267	2060	29	)	)	PUNCT
afs-72267	2060	30	million	million	NUM
afs-72267	2060	31	=	=	SYM
afs-72267	2060	32	1.15	1.15	NUM
afs-72267	2060	33	the	the	DET
afs-72267	2060	34	vmp	vmp	PROPN
afs-72267	2060	35	for	for	ADP
afs-72267	2060	36	public	public	ADJ
afs-72267	2060	37	research	research	NOUN
afs-72267	2060	38	thus	thus	ADV
afs-72267	2060	39	varies	vary	VERB
afs-72267	2060	40	between	between	ADP
afs-72267	2060	41	1.83	1.83	NUM
afs-72267	2060	42	and	and	CCONJ
afs-72267	2060	43	1.91	1.91	NUM
afs-72267	2060	44	for	for	ADP
afs-72267	2060	45	public	public	ADJ
afs-72267	2060	46	research	research	NOUN
afs-72267	2060	47	depending	depend	VERB
afs-72267	2060	48	on	on	ADP
afs-72267	2060	49	the	the	DET
afs-72267	2060	50	assumed	assumed	ADJ
afs-72267	2060	51	depreciaton	depreciaton	PROPN
afs-72267	2060	52	rate	rate	NOUN
afs-72267	2060	53	.	.	PUNCT
afs-72267	2061	1	correspondingly	correspondingly	ADV
afs-72267	2061	2	,	,	PUNCT
afs-72267	2061	3	the	the	DET
afs-72267	2061	4	vmp	vmp	PROPN
afs-72267	2061	5	for	for	ADP
afs-72267	2061	6	total	total	ADJ
afs-72267	2061	7	research	research	NOUN
afs-72267	2061	8	varies	vary	VERB
afs-72267	2061	9	between	between	ADP
afs-72267	2061	10	1.12	1.12	NUM
afs-72267	2061	11	and	and	CCONJ
afs-72267	2061	12	1.16	1.16	NUM
afs-72267	2061	13	.	.	PUNCT
afs-72267	2062	1	in	in	ADP
afs-72267	2062	2	fact	fact	NOUN
afs-72267	2062	3	,	,	PUNCT
afs-72267	2062	4	the	the	DET
afs-72267	2062	5	undepreciated	undepreciate	VERB
afs-72267	2062	6	and	and	CCONJ
afs-72267	2062	7	depreciated	depreciate	VERB
afs-72267	2062	8	research	research	NOUN
afs-72267	2062	9	stocks	stock	NOUN
afs-72267	2062	10	give	give	VERB
afs-72267	2062	11	almost	almost	ADV
afs-72267	2062	12	identical	identical	ADJ
afs-72267	2062	13	value	value	NOUN
afs-72267	2062	14	marginal	marginal	ADJ
afs-72267	2062	15	products	product	NOUN
afs-72267	2062	16	.	.	PUNCT
afs-72267	2063	1	this	this	PRON
afs-72267	2063	2	is	be	AUX
afs-72267	2063	3	an	an	DET
afs-72267	2063	4	interesting	interesting	ADJ
afs-72267	2063	5	feature	feature	NOUN
afs-72267	2063	6	.	.	PUNCT
afs-72267	2064	1	the	the	DET
afs-72267	2064	2	value	value	NOUN
afs-72267	2064	3	marginal	marginal	ADJ
afs-72267	2064	4	product	product	NOUN
afs-72267	2064	5	of	of	ADP
afs-72267	2064	6	the	the	DET
afs-72267	2064	7	public	public	ADJ
afs-72267	2064	8	research	research	NOUN
afs-72267	2064	9	stock	stock	NOUN
afs-72267	2064	10	is	be	AUX
afs-72267	2064	11	80	80	NUM
afs-72267	2064	12	%	%	NOUN
afs-72267	2064	13	of	of	ADP
afs-72267	2064	14	the	the	DET
afs-72267	2064	15	research	research	NOUN
afs-72267	2064	16	flow	flow	PROPN
afs-72267	2064	17	vmp	vmp	PROPN
afs-72267	2064	18	.	.	PUNCT
afs-72267	2065	1	the	the	DET
afs-72267	2065	2	value	value	NOUN
afs-72267	2065	3	marginal	marginal	ADJ
afs-72267	2065	4	product	product	NOUN
afs-72267	2065	5	for	for	ADP
afs-72267	2065	6	the	the	DET
afs-72267	2065	7	total	total	ADJ
afs-72267	2065	8	research	research	NOUN
afs-72267	2065	9	capital	capital	NOUN
afs-72267	2065	10	is	be	AUX
afs-72267	2065	11	only	only	ADV
afs-72267	2065	12	about	about	ADV
afs-72267	2065	13	40	40	NUM
afs-72267	2065	14	%	%	NOUN
afs-72267	2065	15	of	of	ADP
afs-72267	2065	16	the	the	DET
afs-72267	2065	17	flow	flow	NOUN
afs-72267	2065	18	vmp	vmp	PROPN
afs-72267	2065	19	.	.	PUNCT
afs-72267	2066	1	since	since	SCONJ
afs-72267	2066	2	the	the	DET
afs-72267	2066	3	research	research	NOUN
afs-72267	2066	4	stock	stock	NOUN
afs-72267	2066	5	conceptually	conceptually	ADV
afs-72267	2066	6	does	do	AUX
afs-72267	2066	7	not	not	PART
afs-72267	2066	8	need	need	VERB
afs-72267	2066	9	any	any	DET
afs-72267	2066	10	lag	lag	NOUN
afs-72267	2066	11	,	,	PUNCT
afs-72267	2066	12	the	the	DET
afs-72267	2066	13	estimates	estimate	NOUN
afs-72267	2066	14	in	in	ADP
afs-72267	2066	15	this	this	DET
afs-72267	2066	16	respect	respect	NOUN
afs-72267	2066	17	are	be	AUX
afs-72267	2066	18	more	more	ADV
afs-72267	2066	19	reliable	reliable	ADJ
afs-72267	2066	20	than	than	ADP
afs-72267	2066	21	the	the	DET
afs-72267	2066	22	flow	flow	NOUN
afs-72267	2066	23	estimates	estimate	NOUN
afs-72267	2066	24	.	.	PUNCT
afs-72267	2067	1	the	the	DET
afs-72267	2067	2	research	research	NOUN
afs-72267	2067	3	stock	stock	NOUN
afs-72267	2067	4	estimates	estimate	NOUN
afs-72267	2067	5	are	be	AUX
afs-72267	2067	6	also	also	ADV
afs-72267	2067	7	more	more	ADV
afs-72267	2067	8	reliable	reliable	ADJ
afs-72267	2067	9	with	with	ADP
afs-72267	2067	10	respect	respect	NOUN
afs-72267	2067	11	to	to	ADP
afs-72267	2067	12	significance	significance	NOUN
afs-72267	2067	13	and	and	CCONJ
afs-72267	2067	14	autocorrelation	autocorrelation	NOUN
afs-72267	2067	15	.	.	PUNCT
afs-72267	2068	1	the	the	DET
afs-72267	2068	2	critical	critical	ADJ
afs-72267	2068	3	issue	issue	NOUN
afs-72267	2068	4	is	be	AUX
afs-72267	2068	5	:	:	PUNCT
afs-72267	2068	6	are	be	AUX
afs-72267	2068	7	we	we	PRON
afs-72267	2068	8	sure	sure	ADJ
afs-72267	2068	9	the	the	DET
afs-72267	2068	10	stock	stock	NOUN
afs-72267	2068	11	of	of	ADP
afs-72267	2068	12	research	research	NOUN
afs-72267	2068	13	capital	capital	NOUN
afs-72267	2068	14	needs	need	VERB
afs-72267	2068	15	no	no	DET
afs-72267	2068	16	lag	lag	NOUN
afs-72267	2068	17	?	?	PUNCT
afs-72267	2069	1	further	further	ADJ
afs-72267	2069	2	assessment	assessment	NOUN
afs-72267	2069	3	of	of	ADP
afs-72267	2069	4	the	the	DET
afs-72267	2069	5	returns	return	NOUN
afs-72267	2069	6	to	to	ADP
afs-72267	2069	7	research	research	NOUN
afs-72267	2069	8	estimated	estimate	VERB
afs-72267	2069	9	on	on	ADP
afs-72267	2069	10	the	the	DET
afs-72267	2069	11	basis	basis	NOUN
afs-72267	2069	12	of	of	ADP
afs-72267	2069	13	a	a	DET
afs-72267	2069	14	research	research	NOUN
afs-72267	2069	15	capital	capital	NOUN
afs-72267	2069	16	would	would	AUX
afs-72267	2069	17	seem	seem	VERB
afs-72267	2069	18	interesting	interesting	ADJ
afs-72267	2069	19	.	.	PUNCT
afs-72267	2070	1	there	there	PRON
afs-72267	2070	2	is	be	VERB
afs-72267	2070	3	one	one	NUM
afs-72267	2070	4	more	more	ADJ
afs-72267	2070	5	way	way	NOUN
afs-72267	2070	6	to	to	PART
afs-72267	2070	7	determine	determine	VERB
afs-72267	2070	8	a	a	DET
afs-72267	2070	9	marginal	marginal	ADJ
afs-72267	2070	10	rate	rate	NOUN
afs-72267	2070	11	of	of	ADP
afs-72267	2070	12	return	return	NOUN
afs-72267	2070	13	.	.	PUNCT
afs-72267	2071	1	through	through	ADP
afs-72267	2071	2	the	the	DET
afs-72267	2071	3	production	production	NOUN
afs-72267	2071	4	/	/	SYM
afs-72267	2071	5	input	input	NOUN
afs-72267	2071	6	elasticity	elasticity	NOUN
afs-72267	2071	7	with	with	ADP
afs-72267	2071	8	respect	respect	NOUN
afs-72267	2071	9	to	to	ADP
afs-72267	2071	10	public	public	ADJ
afs-72267	2071	11	research	research	NOUN
afs-72267	2071	12	,	,	PUNCT
afs-72267	2071	13	0.346	0.346	NUM
afs-72267	2071	14	as	as	SCONJ
afs-72267	2071	15	reported	report	VERB
afs-72267	2071	16	in	in	ADP
afs-72267	2071	17	subsection	subsection	NOUN
afs-72267	2071	18	5.3.3	5.3.3	NUM
afs-72267	2071	19	.	.	PUNCT
afs-72267	2071	20	,	,	PUNCT
afs-72267	2071	21	it	it	PRON
afs-72267	2071	22	is	be	AUX
afs-72267	2071	23	possible	possible	ADJ
afs-72267	2071	24	to	to	PART
afs-72267	2071	25	calculate	calculate	VERB
afs-72267	2071	26	the	the	DET
afs-72267	2071	27	value	value	NOUN
afs-72267	2071	28	of	of	ADP
afs-72267	2071	29	the	the	DET
afs-72267	2071	30	improved	improved	ADJ
afs-72267	2071	31	production	production	NOUN
afs-72267	2071	32	/	/	SYM
afs-72267	2071	33	input	input	NOUN
afs-72267	2071	34	ratio	ratio	NOUN
afs-72267	2071	35	.	.	PUNCT
afs-72267	2072	1	this	this	DET
afs-72267	2072	2	ratio	ratio	NOUN
afs-72267	2072	3	would	would	AUX
afs-72267	2072	4	have	have	AUX
afs-72267	2072	5	risen	rise	VERB
afs-72267	2072	6	with	with	ADP
afs-72267	2072	7	0.346	0.346	NUM
afs-72267	2072	8	%	%	NOUN
afs-72267	2072	9	for	for	ADP
afs-72267	2072	10	an	an	DET
afs-72267	2072	11	additional	additional	ADJ
afs-72267	2072	12	1	1	NUM
afs-72267	2072	13	%	%	NOUN
afs-72267	2072	14	of	of	ADP
afs-72267	2072	15	research	research	NOUN
afs-72267	2072	16	capital	capital	NOUN
afs-72267	2072	17	.	.	PUNCT
afs-72267	2073	1	in	in	ADP
afs-72267	2073	2	other	other	ADJ
afs-72267	2073	3	words	word	NOUN
afs-72267	2073	4	,	,	PUNCT
afs-72267	2073	5	with	with	ADP
afs-72267	2073	6	the	the	DET
afs-72267	2073	7	same	same	ADJ
afs-72267	2073	8	set	set	NOUN
afs-72267	2073	9	of	of	ADP
afs-72267	2073	10	inputs	input	NOUN
afs-72267	2073	11	production	production	NOUN
afs-72267	2073	12	would	would	AUX
afs-72267	2073	13	have	have	AUX
afs-72267	2073	14	risen	rise	VERB
afs-72267	2073	15	with	with	ADP
afs-72267	2073	16	0.346	0.346	NUM
afs-72267	2073	17	%	%	NOUN
afs-72267	2073	18	for	for	ADP
afs-72267	2073	19	a	a	DET
afs-72267	2073	20	1	1	NUM
afs-72267	2073	21	%	%	NOUN
afs-72267	2073	22	increase	increase	NOUN
afs-72267	2073	23	in	in	ADP
afs-72267	2073	24	research	research	NOUN
afs-72267	2073	25	capital	capital	NOUN
afs-72267	2073	26	.	.	PUNCT
afs-72267	2074	1	the	the	DET
afs-72267	2074	2	production	production	NOUN
afs-72267	2074	3	/	/	SYM
afs-72267	2074	4	input	input	NOUN
afs-72267	2074	5	index	index	NOUN
afs-72267	2074	6	was	be	AUX
afs-72267	2074	7	measured	measure	VERB
afs-72267	2074	8	in	in	ADP
afs-72267	2074	9	the	the	DET
afs-72267	2074	10	prices	price	NOUN
afs-72267	2074	11	of	of	ADP
afs-72267	2074	12	1970	1970	NUM
afs-72267	2074	13	;	;	PUNCT
afs-72267	2074	14	the	the	DET
afs-72267	2074	15	average	average	ADJ
afs-72267	2074	16	annual	annual	ADJ
afs-72267	2074	17	production	production	NOUN
afs-72267	2074	18	in	in	ADP
afs-72267	2074	19	1950—1984	1950—1984	PROPN
afs-72267	2074	20	was	be	AUX
afs-72267	2074	21	fim	fim	PROPN
afs-72267	2074	22	3,503.3	3,503.3	NUM
afs-72267	2074	23	million	million	NUM
afs-72267	2074	24	in	in	ADP
afs-72267	2074	25	this	this	DET
afs-72267	2074	26	price	price	NOUN
afs-72267	2074	27	level	level	NOUN
afs-72267	2074	28	,	,	PUNCT
afs-72267	2074	29	with	with	ADP
afs-72267	2074	30	an	an	DET
afs-72267	2074	31	average	average	ADJ
afs-72267	2074	32	annual	annual	ADJ
afs-72267	2074	33	undepreciated	undepreciate	VERB
afs-72267	2074	34	research	research	NOUN
afs-72267	2074	35	capital	capital	NOUN
afs-72267	2074	36	of	of	ADP
afs-72267	2074	37	fim	fim	PROPN
afs-72267	2074	38	381.5	381.5	NUM
afs-72267	2074	39	million	million	NUM
afs-72267	2074	40	in	in	ADP
afs-72267	2074	41	the	the	DET
afs-72267	2074	42	prices	price	NOUN
afs-72267	2074	43	of	of	ADP
afs-72267	2074	44	1970	1970	NUM
afs-72267	2074	45	(	(	PUNCT
afs-72267	2074	46	fim	fim	PROPN
afs-72267	2074	47	1,619.6	1,619.6	NUM
afs-72267	2074	48	million	million	NUM
afs-72267	2074	49	in	in	ADP
afs-72267	2074	50	the	the	DET
afs-72267	2074	51	prices	price	NOUN
afs-72267	2074	52	of	of	ADP
afs-72267	2074	53	1980	1980	NUM
afs-72267	2074	54	,	,	PUNCT
afs-72267	2074	55	deflated	deflate	VERB
afs-72267	2074	56	by	by	ADP
afs-72267	2074	57	the	the	DET
afs-72267	2074	58	market	market	NOUN
afs-72267	2074	59	price	price	NOUN
afs-72267	2074	60	index	index	NOUN
afs-72267	2074	61	)	)	PUNCT
afs-72267	2074	62	,	,	PUNCT
afs-72267	2074	63	and	and	CCONJ
afs-72267	2074	64	extension	extension	NOUN
afs-72267	2074	65	,	,	PUNCT
afs-72267	2074	66	respectively	respectively	ADV
afs-72267	2074	67	,	,	PUNCT
afs-72267	2074	68	fim	fim	VERB
afs-72267	2074	69	12.1	12.1	NUM
afs-72267	2074	70	million	million	NUM
afs-72267	2074	71	.	.	PUNCT
afs-72267	2075	1	the	the	DET
afs-72267	2075	2	value	value	NOUN
afs-72267	2075	3	marginal	marginal	ADJ
afs-72267	2075	4	product	product	NOUN
afs-72267	2075	5	becomes	become	VERB
afs-72267	2075	6	:	:	PUNCT
afs-72267	2075	7	0.346	0.346	NUM
afs-72267	2075	8	«	«	PUNCT
afs-72267	2075	9	7o	7o	NUM
afs-72267	2075	10	x	x	SYM
afs-72267	2075	11	fim	fim	PROPN
afs-72267	2075	12	3,503.3	3,503.3	NUM
afs-72267	2075	13	million	million	NUM
afs-72267	2075	14	1	1	NUM
afs-72267	2075	15	<	<	NOUN
afs-72267	2075	16	%	%	NOUN
afs-72267	2075	17	x	x	SYM
afs-72267	2075	18	fim	fim	INTJ
afs-72267	2075	19	(	(	PUNCT
afs-72267	2075	20	381.5	381.5	NUM
afs-72267	2075	21	+	+	NUM
afs-72267	2075	22	12.1	12.1	NUM
afs-72267	2075	23	)	)	PUNCT
afs-72267	2075	24	million	million	NUM
afs-72267	2075	25	"	"	PUNCT
afs-72267	2075	26	in	in	ADP
afs-72267	2075	27	other	other	ADJ
afs-72267	2075	28	words	word	NOUN
afs-72267	2075	29	,	,	PUNCT
afs-72267	2075	30	if	if	SCONJ
afs-72267	2075	31	the	the	DET
afs-72267	2075	32	whole	whole	ADJ
afs-72267	2075	33	stock	stock	NOUN
afs-72267	2075	34	of	of	ADP
afs-72267	2075	35	research	research	NOUN
afs-72267	2075	36	capital	capital	NOUN
afs-72267	2075	37	had	have	AUX
afs-72267	2075	38	increased	increase	VERB
afs-72267	2075	39	by	by	ADP
afs-72267	2075	40	fim	fim	NOUN
afs-72267	2075	41	1	1	NUM
afs-72267	2075	42	,	,	PUNCT
afs-72267	2075	43	then	then	ADV
afs-72267	2075	44	fim	fim	VERB
afs-72267	2075	45	3.08	3.08	NUM
afs-72267	2075	46	more	more	ADJ
afs-72267	2075	47	of	of	ADP
afs-72267	2075	48	production	production	NOUN
afs-72267	2075	49	would	would	AUX
afs-72267	2075	50	have	have	AUX
afs-72267	2075	51	been	be	AUX
afs-72267	2075	52	gained	gain	VERB
afs-72267	2075	53	.	.	PUNCT
afs-72267	2076	1	the	the	DET
afs-72267	2076	2	difference	difference	NOUN
afs-72267	2076	3	from	from	ADP
afs-72267	2076	4	the	the	DET
afs-72267	2076	5	former	former	ADJ
afs-72267	2076	6	vmps	vmp	NOUN
afs-72267	2076	7	is	be	AUX
afs-72267	2076	8	partly	partly	ADV
afs-72267	2076	9	caused	cause	VERB
afs-72267	2076	10	by	by	ADP
afs-72267	2076	11	the	the	DET
afs-72267	2076	12	fact	fact	NOUN
afs-72267	2076	13	that	that	SCONJ
afs-72267	2076	14	relatively	relatively	ADV
afs-72267	2076	15	minor	minor	ADJ
afs-72267	2076	16	differences	difference	NOUN
afs-72267	2076	17	in	in	ADP
afs-72267	2076	18	the	the	DET
afs-72267	2076	19	elasticities	elasticity	NOUN
afs-72267	2076	20	are	be	AUX
afs-72267	2076	21	reflected	reflect	VERB
afs-72267	2076	22	as	as	ADP
afs-72267	2076	23	large	large	ADJ
afs-72267	2076	24	differences	difference	NOUN
afs-72267	2076	25	in	in	ADP
afs-72267	2076	26	vmps	vmp	NOUN
afs-72267	2076	27	.	.	PUNCT
afs-72267	2077	1	it	it	PRON
afs-72267	2077	2	is	be	AUX
afs-72267	2077	3	also	also	ADV
afs-72267	2077	4	necessary	necessary	ADJ
afs-72267	2077	5	to	to	PART
afs-72267	2077	6	take	take	VERB
afs-72267	2077	7	into	into	ADP
afs-72267	2077	8	account	account	NOUN
afs-72267	2077	9	that	that	SCONJ
afs-72267	2077	10	the	the	DET
afs-72267	2077	11	errors	error	NOUN
afs-72267	2077	12	were	be	AUX
afs-72267	2077	13	heavily	heavily	ADV
afs-72267	2077	14	autocorrelated	autocorrelated	ADJ
afs-72267	2077	15	in	in	ADP
afs-72267	2077	16	the	the	DET
afs-72267	2077	17	regression	regression	NOUN
afs-72267	2077	18	,	,	PUNCT
afs-72267	2077	19	which	which	PRON
afs-72267	2077	20	casts	cast	VERB
afs-72267	2077	21	some	some	DET
afs-72267	2077	22	doubt	doubt	NOUN
afs-72267	2077	23	on	on	ADP
afs-72267	2077	24	the	the	DET
afs-72267	2077	25	reliability	reliability	NOUN
afs-72267	2077	26	of	of	ADP
afs-72267	2077	27	the	the	DET
afs-72267	2077	28	elasticity	elasticity	NOUN
afs-72267	2077	29	estimate	estimate	NOUN
afs-72267	2077	30	.	.	PUNCT
afs-72267	2078	1	6.5	6.5	NUM
afs-72267	2078	2	.	.	PUNCT
afs-72267	2079	1	marginal	marginal	ADJ
afs-72267	2079	2	internal	internal	ADJ
afs-72267	2079	3	rate	rate	NOUN
afs-72267	2079	4	of	of	ADP
afs-72267	2079	5	return	return	NOUN
afs-72267	2079	6	the	the	DET
afs-72267	2079	7	internal	internal	ADJ
afs-72267	2079	8	rate	rate	NOUN
afs-72267	2079	9	of	of	ADP
afs-72267	2079	10	return	return	NOUN
afs-72267	2079	11	(	(	PUNCT
afs-72267	2079	12	irr	irr	PROPN
afs-72267	2079	13	)	)	PUNCT
afs-72267	2079	14	is	be	AUX
afs-72267	2079	15	a	a	DET
afs-72267	2079	16	method	method	NOUN
afs-72267	2079	17	of	of	ADP
afs-72267	2079	18	investment	investment	NOUN
afs-72267	2079	19	analysis	analysis	NOUN
afs-72267	2079	20	which	which	PRON
afs-72267	2079	21	explicitly	explicitly	ADV
afs-72267	2079	22	considers	consider	VERB
afs-72267	2079	23	the	the	DET
afs-72267	2079	24	time	time	NOUN
afs-72267	2079	25	value	value	NOUN
afs-72267	2079	26	of	of	ADP
afs-72267	2079	27	money	money	NOUN
afs-72267	2079	28	.	.	PUNCT
afs-72267	2080	1	the	the	DET
afs-72267	2080	2	method	method	NOUN
afs-72267	2080	3	is	be	AUX
afs-72267	2080	4	best	well	ADV
afs-72267	2080	5	understood	understand	VERB
afs-72267	2080	6	with	with	ADP
afs-72267	2080	7	the	the	DET
afs-72267	2080	8	net	net	ADJ
afs-72267	2080	9	present	present	ADJ
afs-72267	2080	10	value	value	NOUN
afs-72267	2080	11	(	(	PUNCT
afs-72267	2080	12	npv	npv	NOUN
afs-72267	2080	13	)	)	PUNCT
afs-72267	2080	14	method	method	NOUN
afs-72267	2080	15	as	as	ADP
afs-72267	2080	16	a	a	DET
afs-72267	2080	17	starting	starting	NOUN
afs-72267	2080	18	point	point	NOUN
afs-72267	2080	19	.	.	PUNCT
afs-72267	2081	1	with	with	ADP
afs-72267	2081	2	the	the	DET
afs-72267	2081	3	npv	npv	NOUN
afs-72267	2081	4	method	method	NOUN
afs-72267	2081	5	the	the	DET
afs-72267	2081	6	cash	cash	NOUN
afs-72267	2081	7	flows	flow	NOUN
afs-72267	2081	8	of	of	ADP
afs-72267	2081	9	an	an	DET
afs-72267	2081	10	investment	investment	NOUN
afs-72267	2081	11	project	project	NOUN
afs-72267	2081	12	are	be	AUX
afs-72267	2081	13	discounted	discount	VERB
afs-72267	2081	14	at	at	ADP
afs-72267	2081	15	a	a	DET
afs-72267	2081	16	minimum	minimum	ADJ
afs-72267	2081	17	ac334	ac334	PROPN
afs-72267	2081	18	ceptable	ceptable	NOUN
afs-72267	2081	19	compound	compound	NOUN
afs-72267	2081	20	annual	annual	ADJ
afs-72267	2081	21	rate	rate	NOUN
afs-72267	2081	22	.	.	PUNCT
afs-72267	2082	1	if	if	SCONJ
afs-72267	2082	2	the	the	DET
afs-72267	2082	3	present	present	ADJ
afs-72267	2082	4	value	value	NOUN
afs-72267	2082	5	of	of	ADP
afs-72267	2082	6	net	net	ADJ
afs-72267	2082	7	cash	cash	NOUN
afs-72267	2082	8	returns	return	NOUN
afs-72267	2082	9	exceeds	exceed	VERB
afs-72267	2082	10	the	the	DET
afs-72267	2082	11	initial	initial	ADJ
afs-72267	2082	12	investment	investment	NOUN
afs-72267	2082	13	outlays	outlay	NOUN
afs-72267	2082	14	,	,	PUNCT
afs-72267	2082	15	i.e	i.e	CCONJ
afs-72267	2082	16	the	the	DET
afs-72267	2082	17	net	net	ADJ
afs-72267	2082	18	present	present	ADJ
afs-72267	2082	19	value	value	NOUN
afs-72267	2082	20	is	be	AUX
afs-72267	2082	21	greater	great	ADJ
afs-72267	2082	22	or	or	CCONJ
afs-72267	2082	23	equal	equal	ADJ
afs-72267	2082	24	to	to	ADP
afs-72267	2082	25	zero	zero	NUM
afs-72267	2082	26	the	the	DET
afs-72267	2082	27	investment	investment	NOUN
afs-72267	2082	28	is	be	AUX
afs-72267	2082	29	accepted	accept	VERB
afs-72267	2082	30	.	.	PUNCT
afs-72267	2083	1	the	the	DET
afs-72267	2083	2	irr	irr	NOUN
afs-72267	2083	3	method	method	NOUN
afs-72267	2083	4	in	in	ADP
afs-72267	2083	5	turn	turn	NOUN
afs-72267	2083	6	,	,	PUNCT
afs-72267	2083	7	computes	compute	VERB
afs-72267	2083	8	the	the	DET
afs-72267	2083	9	discount	discount	NOUN
afs-72267	2083	10	rate	rate	NOUN
afs-72267	2083	11	for	for	ADP
afs-72267	2083	12	which	which	PRON
afs-72267	2083	13	the	the	DET
afs-72267	2083	14	net	net	ADJ
afs-72267	2083	15	present	present	ADJ
afs-72267	2083	16	value	value	NOUN
afs-72267	2083	17	equals	equal	VERB
afs-72267	2083	18	zero	zero	NUM
afs-72267	2083	19	.	.	PUNCT
afs-72267	2084	1	the	the	DET
afs-72267	2084	2	discount	discount	NOUN
afs-72267	2084	3	rate	rate	NOUN
afs-72267	2084	4	is	be	AUX
afs-72267	2084	5	thus	thus	ADV
afs-72267	2084	6	the	the	DET
afs-72267	2084	7	maximum	maximum	ADJ
afs-72267	2084	8	interest	interest	NOUN
afs-72267	2084	9	rate	rate	NOUN
afs-72267	2084	10	a	a	DET
afs-72267	2084	11	project	project	NOUN
afs-72267	2084	12	can	can	AUX
afs-72267	2084	13	pay	pay	VERB
afs-72267	2084	14	out	out	ADP
afs-72267	2084	15	and	and	CCONJ
afs-72267	2084	16	still	still	ADV
afs-72267	2084	17	cover	cover	VERB
afs-72267	2084	18	total	total	ADJ
afs-72267	2084	19	outlays	outlay	NOUN
afs-72267	2084	20	(	(	PUNCT
afs-72267	2084	21	lee	lee	PROPN
afs-72267	2084	22	et	et	PROPN
afs-72267	2084	23	al	al	PROPN
afs-72267	2084	24	.	.	PROPN
afs-72267	2084	25	,	,	PUNCT
afs-72267	2084	26	1980	1980	NUM
afs-72267	2084	27	)	)	PUNCT
afs-72267	2084	28	.	.	PUNCT
afs-72267	2085	1	according	accord	VERB
afs-72267	2085	2	to	to	ADP
afs-72267	2085	3	(	(	PUNCT
afs-72267	2085	4	2.2	2.2	NUM
afs-72267	2085	5	)	)	PUNCT
afs-72267	2085	6	the	the	DET
afs-72267	2085	7	irr	irr	NOUN
afs-72267	2085	8	was	be	AUX
afs-72267	2085	9	formulated	formulate	VERB
afs-72267	2085	10	as	as	ADP
afs-72267	2085	11	z	z	NOUN
afs-72267	2085	12	<	<	X
afs-72267	2085	13	*	*	NOUN
afs-72267	2085	14	=	=	NOUN
afs-72267	2085	15	£	£	SYM
afs-72267	2085	16	)	)	PUNCT
afs-72267	2085	17	=	=	SYM
afs-72267	2086	1	0	0	NUM
afs-72267	2087	1	(=	(=	NOUN
afs-72267	2087	2	o(l	o(l	PROPN
afs-72267	2087	3	+	+	CCONJ
afs-72267	2087	4	fj	fj	PROPN
afs-72267	2087	5	)	)	PUNCT
afs-72267	2087	6	'	'	PART
afs-72267	2087	7	r	r	NOUN
afs-72267	2087	8	t	t	NOUN
afs-72267	2087	9	=	=	PUNCT
afs-72267	2087	10	the	the	DET
afs-72267	2087	11	social	social	ADJ
afs-72267	2087	12	benefit	benefit	NOUN
afs-72267	2087	13	(	(	PUNCT
afs-72267	2087	14	return	return	NOUN
afs-72267	2087	15	)	)	PUNCT
afs-72267	2087	16	in	in	ADP
afs-72267	2087	17	year	year	NOUN
afs-72267	2087	18	t	t	NOUN
afs-72267	2087	19	c	c	NOUN
afs-72267	2087	20	,	,	PUNCT
afs-72267	2087	21	=	=	PUNCT
afs-72267	2087	22	the	the	DET
afs-72267	2087	23	research	research	NOUN
afs-72267	2087	24	cost	cost	NOUN
afs-72267	2087	25	in	in	ADP
afs-72267	2087	26	year	year	NOUN
afs-72267	2087	27	t	t	PROPN
afs-72267	2087	28	t	t	PROPN
afs-72267	2087	29	=	=	PUNCT
afs-72267	2087	30	the	the	DET
afs-72267	2087	31	year	year	NOUN
afs-72267	2087	32	the	the	DET
afs-72267	2087	33	research	research	NOUN
afs-72267	2087	34	ceases	cease	VERB
afs-72267	2087	35	to	to	PART
afs-72267	2087	36	produce	produce	VERB
afs-72267	2087	37	returns	return	NOUN
afs-72267	2087	38	t	t	PROPN
afs-72267	2087	39	;	;	PUNCT
afs-72267	2087	40	=	=	SYM
afs-72267	2087	41	the	the	DET
afs-72267	2087	42	internal	internal	ADJ
afs-72267	2087	43	rate	rate	NOUN
afs-72267	2087	44	of	of	ADP
afs-72267	2087	45	return	return	NOUN
afs-72267	2087	46	besides	besides	SCONJ
afs-72267	2087	47	the	the	DET
afs-72267	2087	48	value	value	NOUN
afs-72267	2087	49	marginal	marginal	ADJ
afs-72267	2087	50	product	product	NOUN
afs-72267	2087	51	this	this	DET
afs-72267	2087	52	measure	measure	NOUN
afs-72267	2087	53	is	be	AUX
afs-72267	2087	54	the	the	DET
afs-72267	2087	55	most	most	ADV
afs-72267	2087	56	widely	widely	ADV
afs-72267	2087	57	used	use	VERB
afs-72267	2087	58	rate	rate	NOUN
afs-72267	2087	59	of	of	ADP
afs-72267	2087	60	return	return	NOUN
afs-72267	2087	61	for	for	ADP
afs-72267	2087	62	the	the	DET
afs-72267	2087	63	returns	return	NOUN
afs-72267	2087	64	to	to	ADP
afs-72267	2087	65	agricultural	agricultural	ADJ
afs-72267	2087	66	research	research	NOUN
afs-72267	2087	67	.	.	PUNCT
afs-72267	2088	1	in	in	ADP
afs-72267	2088	2	general	general	ADJ
afs-72267	2088	3	an	an	DET
afs-72267	2088	4	average	average	ADJ
afs-72267	2088	5	irr	irr	NOUN
afs-72267	2088	6	is	be	AUX
afs-72267	2088	7	computed	compute	VERB
afs-72267	2088	8	,	,	PUNCT
afs-72267	2088	9	but	but	CCONJ
afs-72267	2088	10	peterson	peterson	NOUN
afs-72267	2088	11	(	(	PUNCT
afs-72267	2088	12	1967	1967	NUM
afs-72267	2088	13	,	,	PUNCT
afs-72267	2088	14	1971	1971	NUM
afs-72267	2088	15	)	)	PUNCT
afs-72267	2088	16	and	and	CCONJ
afs-72267	2088	17	russell	russell	PROPN
afs-72267	2088	18	(	(	PUNCT
afs-72267	2088	19	1987	1987	NUM
afs-72267	2088	20	)	)	PUNCT
afs-72267	2088	21	have	have	AUX
afs-72267	2088	22	computed	compute	VERB
afs-72267	2088	23	a	a	DET
afs-72267	2088	24	marginal	marginal	ADJ
afs-72267	2088	25	internal	internal	ADJ
afs-72267	2088	26	rate	rate	NOUN
afs-72267	2088	27	of	of	ADP
afs-72267	2088	28	return	return	NOUN
afs-72267	2088	29	(	(	PUNCT
afs-72267	2088	30	mirr	mirr	NOUN
afs-72267	2088	31	)	)	PUNCT
afs-72267	2088	32	.	.	PUNCT
afs-72267	2089	1	for	for	ADP
afs-72267	2089	2	shorter	short	ADJ
afs-72267	2089	3	periods	period	NOUN
afs-72267	2089	4	,	,	PUNCT
afs-72267	2089	5	the	the	DET
afs-72267	2089	6	mirr	mirr	NOUN
afs-72267	2089	7	is	be	AUX
afs-72267	2089	8	very	very	ADV
afs-72267	2089	9	sensitive	sensitive	ADJ
afs-72267	2089	10	to	to	ADP
afs-72267	2089	11	the	the	DET
afs-72267	2089	12	length	length	NOUN
afs-72267	2089	13	of	of	ADP
afs-72267	2089	14	the	the	DET
afs-72267	2089	15	period	period	NOUN
afs-72267	2089	16	discounted	discount	VERB
afs-72267	2089	17	(	(	PUNCT
afs-72267	2089	18	i.e.	i.e.	X
afs-72267	2089	19	the	the	DET
afs-72267	2089	20	value	value	NOUN
afs-72267	2089	21	of	of	ADP
afs-72267	2089	22	t	t	PROPN
afs-72267	2089	23	)	)	PUNCT
afs-72267	2089	24	.	.	PUNCT
afs-72267	2090	1	if	if	SCONJ
afs-72267	2090	2	t	t	PROPN
afs-72267	2090	3	grows	grow	VERB
afs-72267	2090	4	,	,	PUNCT
afs-72267	2090	5	however	however	ADV
afs-72267	2090	6	,	,	PUNCT
afs-72267	2090	7	the	the	DET
afs-72267	2090	8	mirr	mirr	NOUN
afs-72267	2090	9	stabilizes	stabilize	VERB
afs-72267	2090	10	around	around	ADP
afs-72267	2090	11	a	a	DET
afs-72267	2090	12	certain	certain	ADJ
afs-72267	2090	13	value	value	NOUN
afs-72267	2090	14	.	.	PUNCT
afs-72267	2091	1	mirrs	mirr	NOUN
afs-72267	2091	2	for	for	ADP
afs-72267	2091	3	the	the	DET
afs-72267	2091	4	estimates	estimate	NOUN
afs-72267	2091	5	,	,	PUNCT
afs-72267	2091	6	with	with	ADP
afs-72267	2091	7	respect	respect	NOUN
afs-72267	2091	8	to	to	ADP
afs-72267	2091	9	the	the	DET
afs-72267	2091	10	unlagged	unlagged	ADJ
afs-72267	2091	11	research	research	NOUN
afs-72267	2091	12	flow	flow	NOUN
afs-72267	2091	13	elasticities	elasticity	NOUN
afs-72267	2091	14	of	of	ADP
afs-72267	2091	15	0.02	0.02	NUM
afs-72267	2091	16	(	(	PUNCT
afs-72267	2091	17	public	public	ADJ
afs-72267	2091	18	research	research	NOUN
afs-72267	2091	19	)	)	PUNCT
afs-72267	2091	20	and	and	CCONJ
afs-72267	2091	21	0.03	0.03	NUM
afs-72267	2091	22	(	(	PUNCT
afs-72267	2091	23	for	for	ADP
afs-72267	2091	24	total	total	ADJ
afs-72267	2091	25	research	research	NOUN
afs-72267	2091	26	)	)	PUNCT
afs-72267	2091	27	,	,	PUNCT
afs-72267	2091	28	are	be	AUX
afs-72267	2091	29	computed	compute	VERB
afs-72267	2091	30	according	accord	VERB
afs-72267	2091	31	to	to	ADP
afs-72267	2091	32	(	(	PUNCT
afs-72267	2091	33	2.2	2.2	NUM
afs-72267	2091	34	)	)	PUNCT
afs-72267	2091	35	.	.	PUNCT
afs-72267	2092	1	a	a	DET
afs-72267	2092	2	lag	lag	NOUN
afs-72267	2092	3	is	be	AUX
afs-72267	2092	4	incorporated	incorporate	VERB
afs-72267	2092	5	afterwards	afterwards	ADV
afs-72267	2092	6	,	,	PUNCT
afs-72267	2092	7	assuming	assume	VERB
afs-72267	2092	8	that	that	SCONJ
afs-72267	2092	9	the	the	DET
afs-72267	2092	10	unlagged	unlagged	ADJ
afs-72267	2092	11	elasticity	elasticity	NOUN
afs-72267	2092	12	affects	affect	VERB
afs-72267	2092	13	production	production	NOUN
afs-72267	2092	14	alternatively	alternatively	ADV
afs-72267	2092	15	,	,	PUNCT
afs-72267	2092	16	four	four	NUM
afs-72267	2092	17	,	,	PUNCT
afs-72267	2092	18	six	six	NUM
afs-72267	2092	19	or	or	CCONJ
afs-72267	2092	20	ten	ten	NUM
afs-72267	2092	21	years	year	NOUN
afs-72267	2092	22	later	later	ADV
afs-72267	2092	23	.	.	PUNCT
afs-72267	2093	1	in	in	ADP
afs-72267	2093	2	other	other	ADJ
afs-72267	2093	3	words	word	NOUN
afs-72267	2093	4	,	,	PUNCT
afs-72267	2093	5	a	a	DET
afs-72267	2093	6	four	four	NUM
afs-72267	2093	7	-	-	PUNCT
afs-72267	2093	8	year	year	NOUN
afs-72267	2093	9	lag	lag	NOUN
afs-72267	2093	10	assumes	assume	VERB
afs-72267	2093	11	that	that	SCONJ
afs-72267	2093	12	the	the	DET
afs-72267	2093	13	research	research	NOUN
afs-72267	2093	14	input	input	NOUN
afs-72267	2093	15	in	in	ADP
afs-72267	2093	16	1950—1980	1950—1980	NUM
afs-72267	2093	17	has	have	AUX
afs-72267	2093	18	affected	affect	VERB
afs-72267	2093	19	production	production	NOUN
afs-72267	2093	20	in	in	ADP
afs-72267	2093	21	1954—1984	1954—1984	NUM
afs-72267	2093	22	.	.	PUNCT
afs-72267	2094	1	extension	extension	NOUN
afs-72267	2094	2	is	be	AUX
afs-72267	2094	3	thought	think	VERB
afs-72267	2094	4	to	to	PART
afs-72267	2094	5	have	have	VERB
afs-72267	2094	6	an	an	DET
afs-72267	2094	7	immediate	immediate	ADJ
afs-72267	2094	8	effect	effect	NOUN
afs-72267	2094	9	,	,	PUNCT
afs-72267	2094	10	i.e.	i.e.	X
afs-72267	2094	11	the	the	DET
afs-72267	2094	12	costs	cost	NOUN
afs-72267	2094	13	are	be	AUX
afs-72267	2094	14	credited	credit	VERB
afs-72267	2094	15	for	for	ADP
afs-72267	2094	16	the	the	DET
afs-72267	2094	17	same	same	ADJ
afs-72267	2094	18	year	year	NOUN
afs-72267	2094	19	as	as	ADP
afs-72267	2094	20	the	the	DET
afs-72267	2094	21	production	production	NOUN
afs-72267	2094	22	increase	increase	NOUN
afs-72267	2094	23	.	.	PUNCT
afs-72267	2095	1	the	the	DET
afs-72267	2095	2	returns	return	NOUN
afs-72267	2095	3	are	be	AUX
afs-72267	2095	4	assumed	assume	VERB
afs-72267	2095	5	to	to	PART
afs-72267	2095	6	stop	stop	VERB
afs-72267	2095	7	at	at	ADP
afs-72267	2095	8	1984	1984	NUM
afs-72267	2095	9	.	.	PUNCT
afs-72267	2096	1	the	the	DET
afs-72267	2096	2	results	result	NOUN
afs-72267	2096	3	of	of	ADP
afs-72267	2096	4	the	the	DET
afs-72267	2096	5	mirr	mirr	NOUN
afs-72267	2096	6	calculation	calculation	NOUN
afs-72267	2096	7	on	on	ADP
afs-72267	2096	8	the	the	DET
afs-72267	2096	9	various	various	ADJ
afs-72267	2096	10	assumptions	assumption	NOUN
afs-72267	2096	11	of	of	ADP
afs-72267	2096	12	the	the	DET
afs-72267	2096	13	lag	lag	NOUN
afs-72267	2096	14	are	be	AUX
afs-72267	2096	15	presented	present	VERB
afs-72267	2096	16	in	in	ADP
afs-72267	2096	17	table	table	NOUN
afs-72267	2096	18	30	30	NUM
afs-72267	2096	19	.	.	PUNCT
afs-72267	2096	20	table	table	NOUN
afs-72267	2096	21	30	30	NUM
afs-72267	2096	22	.	.	PUNCT
afs-72267	2097	1	the	the	DET
afs-72267	2097	2	marginal	marginal	ADJ
afs-72267	2097	3	internal	internal	ADJ
afs-72267	2097	4	rate	rate	NOUN
afs-72267	2097	5	of	of	ADP
afs-72267	2097	6	return	return	NOUN
afs-72267	2097	7	(	(	PUNCT
afs-72267	2097	8	mirr	mirr	NOUN
afs-72267	2097	9	)	)	PUNCT
afs-72267	2097	10	,	,	PUNCT
afs-72267	2097	11	°	°	PROPN
afs-72267	2097	12	7o	7o	NOUN
afs-72267	2097	13	.	.	PUNCT
afs-72267	2098	1	public	public	ADJ
afs-72267	2098	2	research	research	NOUN
afs-72267	2098	3	assumed	assume	VERB
afs-72267	2098	4	total	total	ADJ
afs-72267	2098	5	researchlength	researchlength	NOUN
afs-72267	2098	6	of	of	ADP
afs-72267	2098	7	lag	lag	NOUN
afs-72267	2098	8	76.862.24	76.862.24	NUM
afs-72267	2098	9	years	year	NOUN
afs-72267	2098	10	6	6	NUM
afs-72267	2098	11	years	year	NOUN
afs-72267	2098	12	10	10	NUM
afs-72267	2098	13	years	year	NOUN
afs-72267	2098	14	37.7	37.7	NUM
afs-72267	2098	15	46.0	46.0	NUM
afs-72267	2098	16	25.920.9	25.920.9	NUM
afs-72267	2098	17	the	the	DET
afs-72267	2098	18	mirr	mirr	NOUN
afs-72267	2098	19	for	for	ADP
afs-72267	2098	20	public	public	ADJ
afs-72267	2098	21	research	research	NOUN
afs-72267	2098	22	according	accord	VERB
afs-72267	2098	23	to	to	ADP
afs-72267	2098	24	this	this	PRON
afs-72267	2098	25	would	would	AUX
afs-72267	2098	26	be	be	AUX
afs-72267	2098	27	in	in	ADP
afs-72267	2098	28	the	the	DET
afs-72267	2098	29	range	range	NOUN
afs-72267	2098	30	of	of	ADP
afs-72267	2098	31	20—62	20—62	NUM
afs-72267	2098	32	°	°	NOUN
afs-72267	2098	33	/o	/o	PUNCT
afs-72267	2098	34	(	(	PUNCT
afs-72267	2098	35	above	above	ADP
afs-72267	2098	36	inflation	inflation	NOUN
afs-72267	2098	37	)	)	PUNCT
afs-72267	2098	38	for	for	ADP
afs-72267	2098	39	various	various	ADJ
afs-72267	2098	40	assumptions	assumption	NOUN
afs-72267	2098	41	of	of	ADP
afs-72267	2098	42	the	the	DET
afs-72267	2098	43	length	length	NOUN
afs-72267	2098	44	of	of	ADP
afs-72267	2098	45	the	the	DET
afs-72267	2098	46	lag	lag	NOUN
afs-72267	2098	47	.	.	PUNCT
afs-72267	2099	1	the	the	DET
afs-72267	2099	2	corresponding	correspond	VERB
afs-72267	2099	3	mirr	mirr	PROPN
afs-72267	2099	4	for	for	ADP
afs-72267	2099	5	total	total	ADJ
afs-72267	2099	6	research	research	NOUN
afs-72267	2099	7	is	be	AUX
afs-72267	2099	8	approximately	approximately	ADV
afs-72267	2099	9	25—76	25—76	NUM
afs-72267	2099	10	%	%	NOUN
afs-72267	2099	11	.	.	PUNCT
afs-72267	2100	1	it	it	PRON
afs-72267	2100	2	is	be	AUX
afs-72267	2100	3	noteworthy	noteworthy	ADJ
afs-72267	2100	4	that	that	SCONJ
afs-72267	2100	5	this	this	PRON
afs-72267	2100	6	is	be	AUX
afs-72267	2100	7	a	a	DET
afs-72267	2100	8	marginal	marginal	ADJ
afs-72267	2100	9	figure	figure	NOUN
afs-72267	2100	10	,	,	PUNCT
afs-72267	2100	11	not	not	PART
afs-72267	2100	12	an	an	DET
afs-72267	2100	13	average	average	NOUN
afs-72267	2100	14	.	.	PUNCT
afs-72267	2101	1	if	if	SCONJ
afs-72267	2101	2	the	the	DET
afs-72267	2101	3	assumption	assumption	NOUN
afs-72267	2101	4	that	that	PRON
afs-72267	2101	5	benefits	benefit	VERB
afs-72267	2101	6	stop	stop	VERB
afs-72267	2101	7	at	at	ADP
afs-72267	2101	8	1984	1984	NUM
afs-72267	2101	9	is	be	AUX
afs-72267	2101	10	eased	ease	VERB
afs-72267	2101	11	,	,	PUNCT
afs-72267	2101	12	the	the	DET
afs-72267	2101	13	change	change	NOUN
afs-72267	2101	14	in	in	ADP
afs-72267	2101	15	mirr	mirr	NOUN
afs-72267	2101	16	is	be	AUX
afs-72267	2101	17	minor	minor	ADJ
afs-72267	2101	18	(	(	PUNCT
afs-72267	2101	19	less	less	ADJ
afs-72267	2101	20	than	than	ADP
afs-72267	2101	21	1	1	NUM
afs-72267	2101	22	%	%	NOUN
afs-72267	2101	23	)	)	PUNCT
afs-72267	2101	24	.	.	PUNCT
afs-72267	2102	1	the	the	DET
afs-72267	2102	2	mirr	mirr	NOUN
afs-72267	2102	3	for	for	ADP
afs-72267	2102	4	total	total	ADJ
afs-72267	2102	5	research	research	NOUN
afs-72267	2102	6	may	may	AUX
afs-72267	2102	7	be	be	AUX
afs-72267	2102	8	overestimated	overestimate	VERB
afs-72267	2102	9	because	because	SCONJ
afs-72267	2102	10	too	too	ADV
afs-72267	2102	11	few	few	ADJ
afs-72267	2102	12	costs	cost	NOUN
afs-72267	2102	13	have	have	AUX
afs-72267	2102	14	been	be	AUX
afs-72267	2102	15	included	include	VERB
afs-72267	2102	16	.	.	PUNCT
afs-72267	2103	1	on	on	ADP
afs-72267	2103	2	the	the	DET
afs-72267	2103	3	other	other	ADJ
afs-72267	2103	4	hand	hand	NOUN
afs-72267	2103	5	,	,	PUNCT
afs-72267	2103	6	extension	extension	NOUN
afs-72267	2103	7	expenditures	expenditure	NOUN
afs-72267	2103	8	are	be	AUX
afs-72267	2103	9	included	include	VERB
afs-72267	2103	10	for	for	ADP
afs-72267	2103	11	both	both	CCONJ
afs-72267	2103	12	public	public	ADJ
afs-72267	2103	13	and	and	CCONJ
afs-72267	2103	14	total	total	ADJ
afs-72267	2103	15	mirr	mirr	NOUN
afs-72267	2103	16	,	,	PUNCT
afs-72267	2103	17	which	which	PRON
afs-72267	2103	18	substantially	substantially	ADV
afs-72267	2103	19	decreases	decrease	VERB
afs-72267	2103	20	the	the	DET
afs-72267	2103	21	estimates	estimate	NOUN
afs-72267	2103	22	.	.	PUNCT
afs-72267	2104	1	this	this	DET
afs-72267	2104	2	mirr	mirr	NOUN
afs-72267	2104	3	falls	fall	VERB
afs-72267	2104	4	in	in	ADP
afs-72267	2104	5	the	the	DET
afs-72267	2104	6	same	same	ADJ
afs-72267	2104	7	range	range	NOUN
afs-72267	2104	8	as	as	ADP
afs-72267	2104	9	the	the	DET
afs-72267	2104	10	average	average	ADJ
afs-72267	2104	11	irrs	irrs	NOUN
afs-72267	2104	12	(	(	PUNCT
afs-72267	2104	13	cf	cf	NOUN
afs-72267	2104	14	.	.	PUNCT
afs-72267	2105	1	appendix	appendix	NOUN
afs-72267	2105	2	1	1	NUM
afs-72267	2105	3	)	)	PUNCT
afs-72267	2105	4	computed	compute	VERB
afs-72267	2105	5	in	in	ADP
afs-72267	2105	6	other	other	ADJ
afs-72267	2105	7	studies	study	NOUN
afs-72267	2105	8	.	.	PUNCT
afs-72267	2106	1	the	the	DET
afs-72267	2106	2	difference	difference	NOUN
afs-72267	2106	3	from	from	ADP
afs-72267	2106	4	the	the	DET
afs-72267	2106	5	vmp	vmp	PROPN
afs-72267	2106	6	and	and	CCONJ
afs-72267	2106	7	corresponding	corresponding	ADJ
afs-72267	2106	8	marginal	marginal	ADJ
afs-72267	2106	9	rates	rate	NOUN
afs-72267	2106	10	of	of	ADP
afs-72267	2106	11	return	return	NOUN
afs-72267	2106	12	(	(	PUNCT
afs-72267	2106	13	226	226	NUM
afs-72267	2106	14	%	%	NOUN
afs-72267	2106	15	for	for	ADP
afs-72267	2106	16	public	public	ADJ
afs-72267	2106	17	research	research	NOUN
afs-72267	2106	18	and	and	CCONJ
afs-72267	2106	19	273	273	NUM
afs-72267	2106	20	®	®	NOUN
afs-72267	2106	21	/o	/o	PUNCT
afs-72267	2106	22	for	for	ADP
afs-72267	2106	23	total	total	ADJ
afs-72267	2106	24	research	research	NOUN
afs-72267	2106	25	)	)	PUNCT
afs-72267	2106	26	seems	seem	VERB
afs-72267	2106	27	to	to	PART
afs-72267	2106	28	depend	depend	VERB
afs-72267	2106	29	on	on	ADP
afs-72267	2106	30	the	the	DET
afs-72267	2106	31	fact	fact	NOUN
afs-72267	2106	32	that	that	SCONJ
afs-72267	2106	33	the	the	DET
afs-72267	2106	34	flow	flow	NOUN
afs-72267	2106	35	measure	measure	NOUN
afs-72267	2106	36	took	take	VERB
afs-72267	2106	37	no	no	DET
afs-72267	2106	38	account	account	NOUN
afs-72267	2106	39	of	of	ADP
afs-72267	2106	40	lags	lag	NOUN
afs-72267	2106	41	and	and	CCONJ
afs-72267	2106	42	the	the	DET
afs-72267	2106	43	estimates	estimate	NOUN
afs-72267	2106	44	were	be	AUX
afs-72267	2106	45	biased	bias	VERB
afs-72267	2106	46	upwards	upwards	ADV
afs-72267	2106	47	.	.	PUNCT
afs-72267	2107	1	the	the	DET
afs-72267	2107	2	vmp	vmp	PROPN
afs-72267	2107	3	and	and	CCONJ
afs-72267	2107	4	the	the	DET
afs-72267	2107	5	corresponding	corresponding	ADJ
afs-72267	2107	6	marginal	marginal	ADJ
afs-72267	2107	7	rates	rate	NOUN
afs-72267	2107	8	of	of	ADP
afs-72267	2107	9	return	return	NOUN
afs-72267	2107	10	estimated	estimate	VERB
afs-72267	2107	11	by	by	ADP
afs-72267	2107	12	research	research	NOUN
afs-72267	2107	13	capital	capital	NOUN
afs-72267	2107	14	,	,	PUNCT
afs-72267	2107	15	183—191	183—191	NUM
afs-72267	2107	16	%	%	NOUN
afs-72267	2107	17	for	for	ADP
afs-72267	2107	18	public	public	ADJ
afs-72267	2107	19	research	research	NOUN
afs-72267	2107	20	and	and	CCONJ
afs-72267	2107	21	112—116	112—116	NUM
afs-72267	2107	22	%	%	NOUN
afs-72267	2107	23	for	for	ADP
afs-72267	2107	24	total	total	ADJ
afs-72267	2107	25	research	research	NOUN
afs-72267	2107	26	,	,	PUNCT
afs-72267	2107	27	rest	rest	VERB
afs-72267	2107	28	on	on	ADP
afs-72267	2107	29	the	the	DET
afs-72267	2107	30	assumption	assumption	NOUN
afs-72267	2107	31	of	of	ADP
afs-72267	2107	32	a	a	DET
afs-72267	2107	33	research	research	NOUN
afs-72267	2107	34	stock	stock	NOUN
afs-72267	2107	35	which	which	PRON
afs-72267	2107	36	can	can	AUX
afs-72267	2107	37	be	be	AUX
afs-72267	2107	38	estimated	estimate	VERB
afs-72267	2107	39	.	.	PUNCT
afs-72267	2108	1	the	the	DET
afs-72267	2108	2	different	different	ADJ
afs-72267	2108	3	rates	rate	NOUN
afs-72267	2108	4	of	of	ADP
afs-72267	2108	5	return	return	NOUN
afs-72267	2108	6	give	give	VERB
afs-72267	2108	7	different	different	ADJ
afs-72267	2108	8	expressions	expression	NOUN
afs-72267	2108	9	of	of	ADP
afs-72267	2108	10	the	the	DET
afs-72267	2108	11	same	same	ADJ
afs-72267	2108	12	phenomenon	phenomenon	NOUN
afs-72267	2108	13	.	.	PUNCT
afs-72267	2109	1	335	335	NUM
afs-72267	2109	2	7	7	NUM
afs-72267	2109	3	.	.	X
afs-72267	2109	4	summary	summary	NOUN
afs-72267	2109	5	and	and	CCONJ
afs-72267	2109	6	conclusions	conclusion	NOUN
afs-72267	2109	7	this	this	DET
afs-72267	2109	8	study	study	NOUN
afs-72267	2109	9	undertook	undertake	VERB
afs-72267	2109	10	to	to	PART
afs-72267	2109	11	estimate	estimate	VERB
afs-72267	2109	12	the	the	DET
afs-72267	2109	13	returns	return	NOUN
afs-72267	2109	14	to	to	ADP
afs-72267	2109	15	investment	investment	NOUN
afs-72267	2109	16	in	in	ADP
afs-72267	2109	17	agricultural	agricultural	ADJ
afs-72267	2109	18	research	research	NOUN
afs-72267	2109	19	in	in	ADP
afs-72267	2109	20	finland	finland	PROPN
afs-72267	2109	21	in	in	ADP
afs-72267	2109	22	1950—1984	1950—1984	PROPN
afs-72267	2109	23	.	.	PUNCT
afs-72267	2110	1	the	the	DET
afs-72267	2110	2	primary	primary	ADJ
afs-72267	2110	3	reason	reason	NOUN
afs-72267	2110	4	motivating	motivate	VERB
afs-72267	2110	5	this	this	DET
afs-72267	2110	6	investigation	investigation	NOUN
afs-72267	2110	7	is	be	AUX
afs-72267	2110	8	the	the	DET
afs-72267	2110	9	fact	fact	NOUN
afs-72267	2110	10	that	that	SCONJ
afs-72267	2110	11	public	public	ADJ
afs-72267	2110	12	research	research	NOUN
afs-72267	2110	13	funds	fund	NOUN
afs-72267	2110	14	are	be	AUX
afs-72267	2110	15	limited	limited	ADJ
afs-72267	2110	16	.	.	PUNCT
afs-72267	2111	1	a	a	DET
afs-72267	2111	2	measure	measure	NOUN
afs-72267	2111	3	for	for	ADP
afs-72267	2111	4	assessing	assess	VERB
afs-72267	2111	5	the	the	DET
afs-72267	2111	6	allocation	allocation	NOUN
afs-72267	2111	7	of	of	ADP
afs-72267	2111	8	resources	resource	NOUN
afs-72267	2111	9	to	to	PART
afs-72267	2111	10	research	research	NOUN
afs-72267	2111	11	could	could	AUX
afs-72267	2111	12	be	be	AUX
afs-72267	2111	13	created	create	VERB
afs-72267	2111	14	,	,	PUNCT
afs-72267	2111	15	in	in	ADP
afs-72267	2111	16	part	part	NOUN
afs-72267	2111	17	based	base	VERB
afs-72267	2111	18	on	on	ADP
afs-72267	2111	19	these	these	DET
afs-72267	2111	20	study	study	NOUN
afs-72267	2111	21	results	result	NOUN
afs-72267	2111	22	,	,	PUNCT
afs-72267	2111	23	if	if	SCONJ
afs-72267	2111	24	the	the	DET
afs-72267	2111	25	monetary	monetary	ADJ
afs-72267	2111	26	value	value	NOUN
afs-72267	2111	27	of	of	ADP
afs-72267	2111	28	agricultural	agricultural	ADJ
afs-72267	2111	29	research	research	NOUN
afs-72267	2111	30	could	could	AUX
afs-72267	2111	31	be	be	AUX
afs-72267	2111	32	estimated	estimate	VERB
afs-72267	2111	33	.	.	PUNCT
afs-72267	2112	1	a	a	DET
afs-72267	2112	2	second	second	ADJ
afs-72267	2112	3	reason	reason	NOUN
afs-72267	2112	4	is	be	AUX
afs-72267	2112	5	the	the	DET
afs-72267	2112	6	current	current	ADJ
afs-72267	2112	7	interest	interest	NOUN
afs-72267	2112	8	of	of	ADP
afs-72267	2112	9	administrators	administrator	NOUN
afs-72267	2112	10	in	in	ADP
afs-72267	2112	11	research	research	NOUN
afs-72267	2112	12	evaluation	evaluation	NOUN
afs-72267	2112	13	.	.	PUNCT
afs-72267	2113	1	more	more	ADV
afs-72267	2113	2	specifically	specifically	ADV
afs-72267	2113	3	the	the	DET
afs-72267	2113	4	purpose	purpose	NOUN
afs-72267	2113	5	of	of	ADP
afs-72267	2113	6	the	the	DET
afs-72267	2113	7	study	study	NOUN
afs-72267	2113	8	was	be	AUX
afs-72267	2113	9	to	to	PART
afs-72267	2113	10	estimate	estimate	VERB
afs-72267	2113	11	the	the	DET
afs-72267	2113	12	following	follow	VERB
afs-72267	2113	13	two	two	NUM
afs-72267	2113	14	measures	measure	NOUN
afs-72267	2113	15	of	of	ADP
afs-72267	2113	16	returns	return	NOUN
afs-72267	2113	17	to	to	ADP
afs-72267	2113	18	agricultural	agricultural	ADJ
afs-72267	2113	19	research	research	NOUN
afs-72267	2113	20	:	:	PUNCT
afs-72267	2114	1	1	1	X
afs-72267	2114	2	.	.	X
afs-72267	2114	3	the	the	DET
afs-72267	2114	4	value	value	NOUN
afs-72267	2114	5	marginal	marginal	ADJ
afs-72267	2114	6	product	product	NOUN
afs-72267	2114	7	(	(	PUNCT
afs-72267	2114	8	vmp	vmp	PROPN
afs-72267	2114	9	,	,	PUNCT
afs-72267	2114	10	a	a	DET
afs-72267	2114	11	marginal	marginal	ADJ
afs-72267	2114	12	rate	rate	NOUN
afs-72267	2114	13	of	of	ADP
afs-72267	2114	14	return	return	NOUN
afs-72267	2114	15	)	)	PUNCT
afs-72267	2114	16	2	2	NUM
afs-72267	2114	17	.	.	PUNCT
afs-72267	2115	1	the	the	DET
afs-72267	2115	2	marginal	marginal	ADJ
afs-72267	2115	3	internal	internal	ADJ
afs-72267	2115	4	rate	rate	NOUN
afs-72267	2115	5	of	of	ADP
afs-72267	2115	6	return	return	NOUN
afs-72267	2115	7	(	(	PUNCT
afs-72267	2115	8	mirr	mirr	NOUN
afs-72267	2115	9	)	)	PUNCT
afs-72267	2115	10	.	.	PUNCT
afs-72267	2116	1	these	these	DET
afs-72267	2116	2	rates	rate	NOUN
afs-72267	2116	3	of	of	ADP
afs-72267	2116	4	return	return	NOUN
afs-72267	2116	5	were	be	AUX
afs-72267	2116	6	estimated	estimate	VERB
afs-72267	2116	7	for	for	ADP
afs-72267	2116	8	two	two	NUM
afs-72267	2116	9	different	different	ADJ
afs-72267	2116	10	definitions	definition	NOUN
afs-72267	2116	11	of	of	ADP
afs-72267	2116	12	resource	resource	NOUN
afs-72267	2116	13	expenditures	expenditure	NOUN
afs-72267	2116	14	:	:	PUNCT
afs-72267	2116	15	a	a	X
afs-72267	2116	16	)	)	PUNCT
afs-72267	2116	17	public	public	ADJ
afs-72267	2116	18	expenditures	expenditure	NOUN
afs-72267	2116	19	on	on	ADP
afs-72267	2116	20	agricultural	agricultural	ADJ
afs-72267	2116	21	research	research	NOUN
afs-72267	2116	22	and	and	CCONJ
afs-72267	2116	23	university	university	NOUN
afs-72267	2116	24	education	education	NOUN
afs-72267	2116	25	and	and	CCONJ
afs-72267	2116	26	b	b	NOUN
afs-72267	2116	27	)	)	PUNCT
afs-72267	2116	28	total	total	ADJ
afs-72267	2116	29	public	public	ADJ
afs-72267	2116	30	and	and	CCONJ
afs-72267	2116	31	private	private	ADJ
afs-72267	2116	32	expenditures	expenditure	NOUN
afs-72267	2116	33	on	on	ADP
afs-72267	2116	34	agricultural	agricultural	ADJ
afs-72267	2116	35	research	research	NOUN
afs-72267	2116	36	and	and	CCONJ
afs-72267	2116	37	university	university	NOUN
afs-72267	2116	38	education	education	NOUN
afs-72267	2116	39	.	.	PUNCT
afs-72267	2117	1	two	two	NUM
afs-72267	2117	2	major	major	ADJ
afs-72267	2117	3	approaches	approach	NOUN
afs-72267	2117	4	production	production	NOUN
afs-72267	2117	5	function	function	NOUN
afs-72267	2117	6	analysis	analysis	NOUN
afs-72267	2117	7	and	and	CCONJ
afs-72267	2117	8	welfare	welfare	NOUN
afs-72267	2117	9	economics	economic	NOUN
afs-72267	2117	10	have	have	AUX
afs-72267	2117	11	been	be	AUX
afs-72267	2117	12	used	use	VERB
afs-72267	2117	13	in	in	ADP
afs-72267	2117	14	most	most	ADJ
afs-72267	2117	15	studies	study	NOUN
afs-72267	2117	16	estimating	estimate	VERB
afs-72267	2117	17	the	the	DET
afs-72267	2117	18	returns	return	NOUN
afs-72267	2117	19	to	to	ADP
afs-72267	2117	20	investment	investment	NOUN
afs-72267	2117	21	in	in	ADP
afs-72267	2117	22	agricultural	agricultural	ADJ
afs-72267	2117	23	research	research	NOUN
afs-72267	2117	24	.	.	PUNCT
afs-72267	2118	1	these	these	DET
afs-72267	2118	2	approaches	approach	NOUN
afs-72267	2118	3	and	and	CCONJ
afs-72267	2118	4	studies	study	NOUN
afs-72267	2118	5	,	,	PUNCT
afs-72267	2118	6	carried	carry	VERB
afs-72267	2118	7	out	out	ADP
afs-72267	2118	8	in	in	ADP
afs-72267	2118	9	north	north	PROPN
afs-72267	2118	10	america	america	PROPN
afs-72267	2118	11	,	,	PUNCT
afs-72267	2118	12	asia	asia	PROPN
afs-72267	2118	13	and	and	CCONJ
afs-72267	2118	14	australia	australia	PROPN
afs-72267	2118	15	,	,	PUNCT
afs-72267	2118	16	were	be	AUX
afs-72267	2118	17	reviewed	review	VERB
afs-72267	2118	18	in	in	ADP
afs-72267	2118	19	chapter	chapter	NOUN
afs-72267	2118	20	2	2	NUM
afs-72267	2118	21	.	.	PUNCT
afs-72267	2119	1	in	in	ADP
afs-72267	2119	2	the	the	DET
afs-72267	2119	3	production	production	NOUN
afs-72267	2119	4	function	function	NOUN
afs-72267	2119	5	analysis	analysis	NOUN
afs-72267	2119	6	,	,	PUNCT
afs-72267	2119	7	a	a	DET
afs-72267	2119	8	separate	separate	ADJ
afs-72267	2119	9	variable	variable	NOUN
afs-72267	2119	10	for	for	ADP
afs-72267	2119	11	research	research	NOUN
afs-72267	2119	12	is	be	AUX
afs-72267	2119	13	included	include	VERB
afs-72267	2119	14	in	in	ADP
afs-72267	2119	15	the	the	DET
afs-72267	2119	16	production	production	NOUN
afs-72267	2119	17	function	function	NOUN
afs-72267	2119	18	.	.	PUNCT
afs-72267	2120	1	a	a	DET
afs-72267	2120	2	value	value	NOUN
afs-72267	2120	3	marginal	marginal	ADJ
afs-72267	2120	4	product	product	NOUN
afs-72267	2120	5	can	can	AUX
afs-72267	2120	6	be	be	AUX
afs-72267	2120	7	computed	compute	VERB
afs-72267	2120	8	on	on	ADP
afs-72267	2120	9	the	the	DET
afs-72267	2120	10	basis	basis	NOUN
afs-72267	2120	11	of	of	ADP
afs-72267	2120	12	the	the	DET
afs-72267	2120	13	estimate	estimate	NOUN
afs-72267	2120	14	of	of	ADP
afs-72267	2120	15	elasticity	elasticity	NOUN
afs-72267	2120	16	with	with	ADP
afs-72267	2120	17	respect	respect	NOUN
afs-72267	2120	18	to	to	ADP
afs-72267	2120	19	research	research	NOUN
afs-72267	2120	20	.	.	PUNCT
afs-72267	2121	1	the	the	DET
afs-72267	2121	2	welfare	welfare	NOUN
afs-72267	2121	3	economics	economic	NOUN
afs-72267	2121	4	approach	approach	NOUN
afs-72267	2121	5	is	be	AUX
afs-72267	2121	6	based	base	VERB
afs-72267	2121	7	on	on	ADP
afs-72267	2121	8	the	the	DET
afs-72267	2121	9	changes	change	NOUN
afs-72267	2121	10	in	in	ADP
afs-72267	2121	11	consumers	consumer	NOUN
afs-72267	2121	12	’	'	PUNCT
afs-72267	2121	13	and	and	CCONJ
afs-72267	2121	14	producers	producer	NOUN
afs-72267	2121	15	’	’	PART
afs-72267	2121	16	surpluses	surplus	NOUN
afs-72267	2121	17	.	.	PUNCT
afs-72267	2122	1	welfare	welfare	NOUN
afs-72267	2122	2	economics	economics	PROPN
afs-72267	2122	3	makes	make	VERB
afs-72267	2122	4	it	it	PRON
afs-72267	2122	5	possible	possible	ADJ
afs-72267	2122	6	to	to	PART
afs-72267	2122	7	determine	determine	VERB
afs-72267	2122	8	an	an	DET
afs-72267	2122	9	average	average	ADJ
afs-72267	2122	10	rate	rate	NOUN
afs-72267	2122	11	of	of	ADP
afs-72267	2122	12	return	return	NOUN
afs-72267	2122	13	and	and	CCONJ
afs-72267	2122	14	the	the	DET
afs-72267	2122	15	distribution	distribution	NOUN
afs-72267	2122	16	of	of	ADP
afs-72267	2122	17	benefits	benefit	NOUN
afs-72267	2122	18	from	from	ADP
afs-72267	2122	19	research	research	NOUN
afs-72267	2122	20	between	between	ADP
afs-72267	2122	21	producers	producer	NOUN
afs-72267	2122	22	and	and	CCONJ
afs-72267	2122	23	consumers	consumer	NOUN
afs-72267	2122	24	.	.	PUNCT
afs-72267	2123	1	this	this	DET
afs-72267	2123	2	study	study	NOUN
afs-72267	2123	3	used	use	VERB
afs-72267	2123	4	the	the	DET
afs-72267	2123	5	production	production	NOUN
afs-72267	2123	6	function	function	NOUN
afs-72267	2123	7	approach	approach	NOUN
afs-72267	2123	8	.	.	PUNCT
afs-72267	2124	1	two	two	NUM
afs-72267	2124	2	models	model	NOUN
afs-72267	2124	3	,	,	PUNCT
afs-72267	2124	4	a	a	DET
afs-72267	2124	5	linear	linear	NOUN
afs-72267	2124	6	and	and	CCONJ
afs-72267	2124	7	a	a	DET
afs-72267	2124	8	cobbdouglas	cobbdougla	NOUN
afs-72267	2124	9	model	model	NOUN
afs-72267	2124	10	,	,	PUNCT
afs-72267	2124	11	were	be	AUX
afs-72267	2124	12	specified	specify	VERB
afs-72267	2124	13	.	.	PUNCT
afs-72267	2125	1	gross	gross	ADJ
afs-72267	2125	2	production	production	NOUN
afs-72267	2125	3	was	be	AUX
afs-72267	2125	4	the	the	DET
afs-72267	2125	5	dependent	dependent	ADJ
afs-72267	2125	6	variable	variable	NOUN
afs-72267	2125	7	,	,	PUNCT
afs-72267	2125	8	and	and	CCONJ
afs-72267	2125	9	the	the	DET
afs-72267	2125	10	explanatory	explanatory	ADJ
afs-72267	2125	11	variables	variable	NOUN
afs-72267	2125	12	were	be	AUX
afs-72267	2125	13	capital	capital	NOUN
afs-72267	2125	14	,	,	PUNCT
afs-72267	2125	15	labour	labour	NOUN
afs-72267	2125	16	,	,	PUNCT
afs-72267	2125	17	purchased	purchase	VERB
afs-72267	2125	18	inputs	input	NOUN
afs-72267	2125	19	,	,	PUNCT
afs-72267	2125	20	extension	extension	NOUN
afs-72267	2125	21	and	and	CCONJ
afs-72267	2125	22	research	research	NOUN
afs-72267	2125	23	.	.	PUNCT
afs-72267	2126	1	capital	capital	PROPN
afs-72267	2126	2	included	include	VERB
afs-72267	2126	3	buildings	building	NOUN
afs-72267	2126	4	,	,	PUNCT
afs-72267	2126	5	machinery	machinery	NOUN
afs-72267	2126	6	,	,	PUNCT
afs-72267	2126	7	water	water	NOUN
afs-72267	2126	8	constructions	construction	NOUN
afs-72267	2126	9	,	,	PUNCT
afs-72267	2126	10	land	land	NOUN
afs-72267	2126	11	and	and	CCONJ
afs-72267	2126	12	livestock	livestock	NOUN
afs-72267	2126	13	.	.	PUNCT
afs-72267	2127	1	the	the	DET
afs-72267	2127	2	research	research	NOUN
afs-72267	2127	3	input	input	NOUN
afs-72267	2127	4	was	be	AUX
afs-72267	2127	5	measured	measure	VERB
afs-72267	2127	6	in	in	ADP
afs-72267	2127	7	two	two	NUM
afs-72267	2127	8	alternative	alternative	ADJ
afs-72267	2127	9	ways	way	NOUN
afs-72267	2127	10	:	:	PUNCT
afs-72267	2127	11	firstly	firstly	ADV
afs-72267	2127	12	,	,	PUNCT
afs-72267	2127	13	as	as	ADP
afs-72267	2127	14	a	a	DET
afs-72267	2127	15	flow	flow	NOUN
afs-72267	2127	16	of	of	ADP
afs-72267	2127	17	annual	annual	ADJ
afs-72267	2127	18	funds	fund	NOUN
afs-72267	2127	19	granted	grant	VERB
afs-72267	2127	20	for	for	ADP
afs-72267	2127	21	research	research	NOUN
afs-72267	2127	22	and	and	CCONJ
afs-72267	2127	23	university	university	NOUN
afs-72267	2127	24	education	education	NOUN
afs-72267	2127	25	;	;	PUNCT
afs-72267	2127	26	secondly	secondly	ADV
afs-72267	2127	27	,	,	PUNCT
afs-72267	2127	28	as	as	ADP
afs-72267	2127	29	a	a	DET
afs-72267	2127	30	stock	stock	NOUN
afs-72267	2127	31	of	of	ADP
afs-72267	2127	32	research	research	NOUN
afs-72267	2127	33	capital	capital	NOUN
afs-72267	2127	34	,	,	PUNCT
afs-72267	2127	35	which	which	PRON
afs-72267	2127	36	consisted	consist	VERB
afs-72267	2127	37	of	of	ADP
afs-72267	2127	38	funds	fund	NOUN
afs-72267	2127	39	accumulated	accumulate	VERB
afs-72267	2127	40	since	since	SCONJ
afs-72267	2127	41	1920	1920	NUM
afs-72267	2127	42	with	with	ADP
afs-72267	2127	43	three	three	NUM
afs-72267	2127	44	different	different	ADJ
afs-72267	2127	45	assumed	assume	VERB
afs-72267	2127	46	rates	rate	NOUN
afs-72267	2127	47	of	of	ADP
afs-72267	2127	48	depreciation	depreciation	NOUN
afs-72267	2127	49	.	.	PUNCT
afs-72267	2128	1	almon	almon	PROPN
afs-72267	2128	2	lags	lag	VERB
afs-72267	2128	3	of	of	ADP
afs-72267	2128	4	second	second	ADJ
afs-72267	2128	5	and	and	CCONJ
afs-72267	2128	6	third	third	ADJ
afs-72267	2128	7	degree	degree	NOUN
afs-72267	2128	8	were	be	AUX
afs-72267	2128	9	specified	specify	VERB
afs-72267	2128	10	for	for	ADP
afs-72267	2128	11	the	the	DET
afs-72267	2128	12	former	former	ADJ
afs-72267	2128	13	way	way	NOUN
afs-72267	2128	14	of	of	ADP
afs-72267	2128	15	measuring	measure	VERB
afs-72267	2128	16	the	the	DET
afs-72267	2128	17	research	research	NOUN
afs-72267	2128	18	input	input	NOUN
afs-72267	2128	19	.	.	PUNCT
afs-72267	2129	1	finally	finally	ADV
afs-72267	2129	2	,	,	PUNCT
afs-72267	2129	3	a	a	DET
afs-72267	2129	4	third	third	ADJ
afs-72267	2129	5	model	model	NOUN
afs-72267	2129	6	with	with	ADP
afs-72267	2129	7	a	a	DET
afs-72267	2129	8	productivity	productivity	NOUN
afs-72267	2129	9	index	index	NOUN
afs-72267	2129	10	as	as	SCONJ
afs-72267	2129	11	the	the	DET
afs-72267	2129	12	dependent	dependent	ADJ
afs-72267	2129	13	variable	variable	NOUN
afs-72267	2129	14	was	be	AUX
afs-72267	2129	15	specified	specify	VERB
afs-72267	2129	16	.	.	PUNCT
afs-72267	2130	1	the	the	DET
afs-72267	2130	2	time	time	NOUN
afs-72267	2130	3	series	series	PROPN
afs-72267	2130	4	data	data	PROPN
afs-72267	2130	5	for	for	ADP
afs-72267	2130	6	public	public	ADJ
afs-72267	2130	7	research	research	NOUN
afs-72267	2130	8	expenditures	expenditure	NOUN
afs-72267	2130	9	included	include	VERB
afs-72267	2130	10	the	the	DET
afs-72267	2130	11	agricultural	agricultural	ADJ
afs-72267	2130	12	research	research	NOUN
afs-72267	2130	13	institutes	institute	NOUN
afs-72267	2130	14	and	and	CCONJ
afs-72267	2130	15	other	other	ADJ
afs-72267	2130	16	institutions	institution	NOUN
afs-72267	2130	17	under	under	ADP
afs-72267	2130	18	the	the	DET
afs-72267	2130	19	ministry	ministry	PROPN
afs-72267	2130	20	of	of	ADP
afs-72267	2130	21	agriculture	agriculture	PROPN
afs-72267	2130	22	and	and	CCONJ
afs-72267	2130	23	forestry	forestry	NOUN
afs-72267	2130	24	,	,	PUNCT
afs-72267	2130	25	the	the	DET
afs-72267	2130	26	faculty	faculty	NOUN
afs-72267	2130	27	of	of	ADP
afs-72267	2130	28	agriculture	agriculture	NOUN
afs-72267	2130	29	and	and	CCONJ
afs-72267	2130	30	forestry	forestry	NOUN
afs-72267	2130	31	of	of	ADP
afs-72267	2130	32	the	the	DET
afs-72267	2130	33	university	university	PROPN
afs-72267	2130	34	of	of	ADP
afs-72267	2130	35	helsinki	helsinki	PROPN
afs-72267	2130	36	for	for	ADP
afs-72267	2130	37	the	the	DET
afs-72267	2130	38	part	part	NOUN
afs-72267	2130	39	of	of	ADP
afs-72267	2130	40	agriculture	agriculture	NOUN
afs-72267	2130	41	,	,	PUNCT
afs-72267	2130	42	the	the	DET
afs-72267	2130	43	college	college	NOUN
afs-72267	2130	44	of	of	ADP
afs-72267	2130	45	veterinary	veterinary	ADJ
afs-72267	2130	46	medicine	medicine	NOUN
afs-72267	2130	47	,	,	PUNCT
afs-72267	2130	48	the	the	DET
afs-72267	2130	49	academy	academy	NOUN
afs-72267	2130	50	of	of	ADP
afs-72267	2130	51	finland	finland	PROPN
afs-72267	2130	52	,	,	PUNCT
afs-72267	2130	53	the	the	DET
afs-72267	2130	54	finnish	finnish	ADJ
afs-72267	2130	55	national	national	PROPN
afs-72267	2130	56	fund	fund	PROPN
afs-72267	2130	57	for	for	ADP
afs-72267	2130	58	research	research	NOUN
afs-72267	2130	59	and	and	CCONJ
afs-72267	2130	60	development	development	NOUN
afs-72267	2130	61	(	(	PUNCT
afs-72267	2130	62	sitra	sitra	NOUN
afs-72267	2130	63	)	)	PUNCT
afs-72267	2130	64	,	,	PUNCT
afs-72267	2130	65	public	public	ADJ
afs-72267	2130	66	foundations	foundation	NOUN
afs-72267	2130	67	,	,	PUNCT
afs-72267	2130	68	the	the	DET
afs-72267	2130	69	work	work	NOUN
afs-72267	2130	70	efficiency	efficiency	NOUN
afs-72267	2130	71	association	association	NOUN
afs-72267	2130	72	and	and	CCONJ
afs-72267	2130	73	joint	joint	ADJ
afs-72267	2130	74	research	research	NOUN
afs-72267	2130	75	projects	project	NOUN
afs-72267	2130	76	financed	finance	VERB
afs-72267	2130	77	by	by	ADP
afs-72267	2130	78	the	the	DET
afs-72267	2130	79	ministry	ministry	NOUN
afs-72267	2130	80	.	.	PUNCT
afs-72267	2131	1	in	in	ADP
afs-72267	2131	2	the	the	DET
afs-72267	2131	3	final	final	ADJ
afs-72267	2131	4	calculation	calculation	NOUN
afs-72267	2131	5	of	of	ADP
afs-72267	2131	6	the	the	DET
afs-72267	2131	7	vmp	vmp	PROPN
afs-72267	2131	8	and	and	CCONJ
afs-72267	2131	9	the	the	DET
afs-72267	2131	10	mirr	mirr	NOUN
afs-72267	2131	11	,	,	PUNCT
afs-72267	2131	12	public	public	ADJ
afs-72267	2131	13	expenditures	expenditure	NOUN
afs-72267	2131	14	for	for	ADP
afs-72267	2131	15	extension	extension	NOUN
afs-72267	2131	16	agencies	agency	NOUN
afs-72267	2131	17	were	be	AUX
afs-72267	2131	18	accounted	account	VERB
afs-72267	2131	19	on	on	ADP
afs-72267	2131	20	the	the	DET
afs-72267	2131	21	cost	cost	NOUN
afs-72267	2131	22	side	side	NOUN
afs-72267	2131	23	.	.	PUNCT
afs-72267	2132	1	because	because	SCONJ
afs-72267	2132	2	of	of	ADP
afs-72267	2132	3	deficiencies	deficiency	NOUN
afs-72267	2132	4	in	in	ADP
afs-72267	2132	5	the	the	DET
afs-72267	2132	6	data	datum	NOUN
afs-72267	2132	7	on	on	ADP
afs-72267	2132	8	the	the	DET
afs-72267	2132	9	research	research	NOUN
afs-72267	2132	10	input	input	NOUN
afs-72267	2132	11	of	of	ADP
afs-72267	2132	12	the	the	DET
afs-72267	2132	13	private	private	ADJ
afs-72267	2132	14	sector	sector	NOUN
afs-72267	2132	15	,	,	PUNCT
afs-72267	2132	16	the	the	DET
afs-72267	2132	17	total	total	ADJ
afs-72267	2132	18	336	336	NUM
afs-72267	2132	19	public	public	ADJ
afs-72267	2132	20	and	and	CCONJ
afs-72267	2132	21	private	private	ADJ
afs-72267	2132	22	research	research	NOUN
afs-72267	2132	23	vmps	vmp	NOUN
afs-72267	2132	24	and	and	CCONJ
afs-72267	2132	25	mirrs	mirr	NOUN
afs-72267	2132	26	should	should	AUX
afs-72267	2132	27	be	be	AUX
afs-72267	2132	28	interpreted	interpret	VERB
afs-72267	2132	29	with	with	ADP
afs-72267	2132	30	care	care	NOUN
afs-72267	2132	31	.	.	PUNCT
afs-72267	2133	1	the	the	DET
afs-72267	2133	2	expenditures	expenditure	NOUN
afs-72267	2133	3	accounted	account	VERB
afs-72267	2133	4	for	for	ADP
afs-72267	2133	5	on	on	ADP
afs-72267	2133	6	the	the	DET
afs-72267	2133	7	side	side	NOUN
afs-72267	2133	8	of	of	ADP
afs-72267	2133	9	the	the	DET
afs-72267	2133	10	private	private	ADJ
afs-72267	2133	11	sector	sector	NOUN
afs-72267	2133	12	did	do	AUX
afs-72267	2133	13	not	not	PART
afs-72267	2133	14	cover	cover	VERB
afs-72267	2133	15	the	the	DET
afs-72267	2133	16	total	total	ADJ
afs-72267	2133	17	expenditures	expenditure	NOUN
afs-72267	2133	18	.	.	PUNCT
afs-72267	2134	1	this	this	PRON
afs-72267	2134	2	biased	bias	VERB
afs-72267	2134	3	the	the	DET
afs-72267	2134	4	estimate	estimate	NOUN
afs-72267	2134	5	positively	positively	ADV
afs-72267	2134	6	.	.	PUNCT
afs-72267	2135	1	the	the	DET
afs-72267	2135	2	results	result	NOUN
afs-72267	2135	3	of	of	ADP
afs-72267	2135	4	the	the	DET
afs-72267	2135	5	estimations	estimation	NOUN
afs-72267	2135	6	are	be	AUX
afs-72267	2135	7	presented	present	VERB
afs-72267	2135	8	in	in	ADP
afs-72267	2135	9	chapter	chapter	NOUN
afs-72267	2135	10	5	5	NUM
afs-72267	2135	11	.	.	PUNCT
afs-72267	2136	1	models	model	NOUN
afs-72267	2136	2	measuring	measure	VERB
afs-72267	2136	3	the	the	DET
afs-72267	2136	4	research	research	NOUN
afs-72267	2136	5	input	input	NOUN
afs-72267	2136	6	as	as	ADP
afs-72267	2136	7	a	a	DET
afs-72267	2136	8	flow	flow	NOUN
afs-72267	2136	9	of	of	ADP
afs-72267	2136	10	expenditures	expenditure	NOUN
afs-72267	2136	11	were	be	AUX
afs-72267	2136	12	analysed	analyse	VERB
afs-72267	2136	13	first	first	ADV
afs-72267	2136	14	,	,	PUNCT
afs-72267	2136	15	whereafter	whereafter	ADV
afs-72267	2136	16	the	the	DET
afs-72267	2136	17	models	model	NOUN
afs-72267	2136	18	measuring	measure	VERB
afs-72267	2136	19	research	research	NOUN
afs-72267	2136	20	input	input	NOUN
afs-72267	2136	21	as	as	ADP
afs-72267	2136	22	a	a	DET
afs-72267	2136	23	stock	stock	NOUN
afs-72267	2136	24	of	of	ADP
afs-72267	2136	25	accumulated	accumulate	VERB
afs-72267	2136	26	expenditures	expenditure	NOUN
afs-72267	2136	27	were	be	AUX
afs-72267	2136	28	examined	examine	VERB
afs-72267	2136	29	.	.	PUNCT
afs-72267	2137	1	finally	finally	ADV
afs-72267	2137	2	,	,	PUNCT
afs-72267	2137	3	four	four	NUM
afs-72267	2137	4	different	different	ADJ
afs-72267	2137	5	return	return	NOUN
afs-72267	2137	6	measures	measure	NOUN
afs-72267	2137	7	were	be	AUX
afs-72267	2137	8	calculated	calculate	VERB
afs-72267	2137	9	.	.	PUNCT
afs-72267	2138	1	the	the	DET
afs-72267	2138	2	results	result	NOUN
afs-72267	2138	3	were	be	AUX
afs-72267	2138	4	as	as	SCONJ
afs-72267	2138	5	follows	follow	VERB
afs-72267	2138	6	:	:	PUNCT
afs-72267	2138	7	the	the	DET
afs-72267	2138	8	results	result	NOUN
afs-72267	2138	9	for	for	ADP
afs-72267	2138	10	estimations	estimation	NOUN
afs-72267	2138	11	with	with	ADP
afs-72267	2138	12	the	the	DET
afs-72267	2138	13	research	research	NOUN
afs-72267	2138	14	input	input	NOUN
afs-72267	2138	15	specified	specify	VERB
afs-72267	2138	16	as	as	ADP
afs-72267	2138	17	a	a	DET
afs-72267	2138	18	flow	flow	NOUN
afs-72267	2138	19	including	include	VERB
afs-72267	2138	20	no	no	DET
afs-72267	2138	21	lags	lag	NOUN
afs-72267	2138	22	were	be	AUX
afs-72267	2138	23	discussed	discuss	VERB
afs-72267	2138	24	first	first	ADV
afs-72267	2138	25	.	.	PUNCT
afs-72267	2139	1	a	a	DET
afs-72267	2139	2	preliminary	preliminary	ADJ
afs-72267	2139	3	vmp	vmp	PROPN
afs-72267	2139	4	was	be	AUX
afs-72267	2139	5	derived	derive	VERB
afs-72267	2139	6	on	on	ADP
afs-72267	2139	7	the	the	DET
afs-72267	2139	8	basis	basis	NOUN
afs-72267	2139	9	of	of	ADP
afs-72267	2139	10	the	the	DET
afs-72267	2139	11	linear	linear	NOUN
afs-72267	2139	12	models	model	NOUN
afs-72267	2139	13	,	,	PUNCT
afs-72267	2139	14	though	though	SCONJ
afs-72267	2139	15	because	because	SCONJ
afs-72267	2139	16	lags	lag	NOUN
afs-72267	2139	17	were	be	AUX
afs-72267	2139	18	omitted	omit	VERB
afs-72267	2139	19	it	it	PRON
afs-72267	2139	20	was	be	AUX
afs-72267	2139	21	an	an	DET
afs-72267	2139	22	overestimation	overestimation	NOUN
afs-72267	2139	23	.	.	PUNCT
afs-72267	2140	1	the	the	DET
afs-72267	2140	2	results	result	NOUN
afs-72267	2140	3	for	for	ADP
afs-72267	2140	4	the	the	DET
afs-72267	2140	5	linear	linear	NOUN
afs-72267	2140	6	and	and	CCONJ
afs-72267	2140	7	the	the	DET
afs-72267	2140	8	cobb	cobb	PROPN
afs-72267	2140	9	-	-	PUNCT
afs-72267	2140	10	douglas	douglas	PROPN
afs-72267	2140	11	models	model	NOUN
afs-72267	2140	12	were	be	AUX
afs-72267	2140	13	somewhat	somewhat	ADV
afs-72267	2140	14	ambiguous	ambiguous	ADJ
afs-72267	2140	15	.	.	PUNCT
afs-72267	2141	1	multicollinearity	multicollinearity	NOUN
afs-72267	2141	2	between	between	ADP
afs-72267	2141	3	explanatory	explanatory	ADJ
afs-72267	2141	4	variables	variable	NOUN
afs-72267	2141	5	as	as	ADV
afs-72267	2141	6	well	well	ADV
afs-72267	2141	7	as	as	ADP
afs-72267	2141	8	serial	serial	ADJ
afs-72267	2141	9	correlation	correlation	NOUN
afs-72267	2141	10	in	in	ADP
afs-72267	2141	11	the	the	DET
afs-72267	2141	12	residuals	residual	NOUN
afs-72267	2141	13	posed	pose	VERB
afs-72267	2141	14	problems	problem	NOUN
afs-72267	2141	15	.	.	PUNCT
afs-72267	2142	1	the	the	DET
afs-72267	2142	2	multicollinearity	multicollinearity	NOUN
afs-72267	2142	3	was	be	AUX
afs-72267	2142	4	investigated	investigate	VERB
afs-72267	2142	5	by	by	ADP
afs-72267	2142	6	ridge	ridge	NOUN
afs-72267	2142	7	regressions	regression	NOUN
afs-72267	2142	8	,	,	PUNCT
afs-72267	2142	9	which	which	PRON
afs-72267	2142	10	strongly	strongly	ADV
afs-72267	2142	11	indicated	indicate	VERB
afs-72267	2142	12	that	that	SCONJ
afs-72267	2142	13	the	the	DET
afs-72267	2142	14	internal	internal	ADJ
afs-72267	2142	15	correlation	correlation	NOUN
afs-72267	2142	16	between	between	ADP
afs-72267	2142	17	explanatory	explanatory	ADJ
afs-72267	2142	18	variables	variable	NOUN
afs-72267	2142	19	does	do	AUX
afs-72267	2142	20	not	not	PART
afs-72267	2142	21	lead	lead	VERB
afs-72267	2142	22	to	to	ADP
afs-72267	2142	23	overestimated	overestimated	ADJ
afs-72267	2142	24	estimates	estimate	NOUN
afs-72267	2142	25	of	of	ADP
afs-72267	2142	26	the	the	DET
afs-72267	2142	27	research	research	NOUN
afs-72267	2142	28	elasticity	elasticity	NOUN
afs-72267	2142	29	.	.	PUNCT
afs-72267	2143	1	the	the	DET
afs-72267	2143	2	autocorrelated	autocorrelated	ADJ
afs-72267	2143	3	errors	error	NOUN
afs-72267	2143	4	were	be	AUX
afs-72267	2143	5	analysed	analyse	VERB
afs-72267	2143	6	by	by	ADP
afs-72267	2143	7	autoregressive	autoregressive	ADJ
afs-72267	2143	8	models	model	NOUN
afs-72267	2143	9	of	of	ADP
afs-72267	2143	10	first	first	ADJ
afs-72267	2143	11	and	and	CCONJ
afs-72267	2143	12	second	second	ADJ
afs-72267	2143	13	order	order	NOUN
afs-72267	2143	14	.	.	PUNCT
afs-72267	2144	1	in	in	ADP
afs-72267	2144	2	the	the	DET
afs-72267	2144	3	autoregressive	autoregressive	ADJ
afs-72267	2144	4	models	model	NOUN
afs-72267	2144	5	of	of	ADP
afs-72267	2144	6	the	the	DET
afs-72267	2144	7	first	first	ADJ
afs-72267	2144	8	order	order	NOUN
afs-72267	2144	9	,	,	PUNCT
afs-72267	2144	10	the	the	DET
afs-72267	2144	11	autocorrelation	autocorrelation	NOUN
afs-72267	2144	12	decreased	decrease	VERB
afs-72267	2144	13	considerably	considerably	ADV
afs-72267	2144	14	,	,	PUNCT
afs-72267	2144	15	and	and	CCONJ
afs-72267	2144	16	it	it	PRON
afs-72267	2144	17	virtually	virtually	ADV
afs-72267	2144	18	disappeared	disappear	VERB
afs-72267	2144	19	in	in	ADP
afs-72267	2144	20	the	the	DET
afs-72267	2144	21	second	second	ADJ
afs-72267	2144	22	order	order	NOUN
afs-72267	2144	23	models	model	NOUN
afs-72267	2144	24	.	.	PUNCT
afs-72267	2145	1	the	the	DET
afs-72267	2145	2	estimate	estimate	NOUN
afs-72267	2145	3	of	of	ADP
afs-72267	2145	4	elasticity	elasticity	NOUN
afs-72267	2145	5	withrespect	withrespect	NOUN
afs-72267	2145	6	to	to	ADP
afs-72267	2145	7	research	research	NOUN
afs-72267	2145	8	also	also	ADV
afs-72267	2145	9	decreased	decrease	VERB
afs-72267	2145	10	considerably	considerably	ADV
afs-72267	2145	11	,	,	PUNCT
afs-72267	2145	12	and	and	CCONJ
afs-72267	2145	13	the	the	DET
afs-72267	2145	14	regression	regression	NOUN
afs-72267	2145	15	coefficients	coefficient	VERB
afs-72267	2145	16	for	for	SCONJ
afs-72267	2145	17	the	the	DET
afs-72267	2145	18	error	error	NOUN
afs-72267	2145	19	terms	term	NOUN
afs-72267	2145	20	increased	increase	VERB
afs-72267	2145	21	.	.	PUNCT
afs-72267	2146	1	the	the	DET
afs-72267	2146	2	results	result	NOUN
afs-72267	2146	3	for	for	ADP
afs-72267	2146	4	models	model	NOUN
afs-72267	2146	5	including	include	VERB
afs-72267	2146	6	either	either	CCONJ
afs-72267	2146	7	simple	simple	ADJ
afs-72267	2146	8	lags	lag	NOUN
afs-72267	2146	9	or	or	CCONJ
afs-72267	2146	10	almon	almon	PROPN
afs-72267	2146	11	lags	lag	NOUN
afs-72267	2146	12	were	be	AUX
afs-72267	2146	13	somewhat	somewhat	ADV
afs-72267	2146	14	paradoxical	paradoxical	ADJ
afs-72267	2146	15	:	:	PUNCT
afs-72267	2146	16	negative	negative	ADJ
afs-72267	2146	17	signs	sign	NOUN
afs-72267	2146	18	appeared	appear	VERB
afs-72267	2146	19	for	for	ADP
afs-72267	2146	20	the	the	DET
afs-72267	2146	21	estimate	estimate	NOUN
afs-72267	2146	22	of	of	ADP
afs-72267	2146	23	elasticity	elasticity	NOUN
afs-72267	2146	24	with	with	ADP
afs-72267	2146	25	respect	respect	NOUN
afs-72267	2146	26	to	to	ADP
afs-72267	2146	27	research	research	NOUN
afs-72267	2146	28	.	.	PUNCT
afs-72267	2147	1	the	the	DET
afs-72267	2147	2	estimate	estimate	NOUN
afs-72267	2147	3	was	be	AUX
afs-72267	2147	4	also	also	ADV
afs-72267	2147	5	insignificant	insignificant	ADJ
afs-72267	2147	6	.	.	PUNCT
afs-72267	2148	1	the	the	DET
afs-72267	2148	2	biggest	big	ADJ
afs-72267	2148	3	problem	problem	NOUN
afs-72267	2148	4	encountered	encounter	VERB
afs-72267	2148	5	in	in	ADP
afs-72267	2148	6	the	the	DET
afs-72267	2148	7	study	study	NOUN
afs-72267	2148	8	,	,	PUNCT
afs-72267	2148	9	therefore	therefore	ADV
afs-72267	2148	10	,	,	PUNCT
afs-72267	2148	11	was	be	AUX
afs-72267	2148	12	the	the	DET
afs-72267	2148	13	failure	failure	NOUN
afs-72267	2148	14	to	to	PART
afs-72267	2148	15	determine	determine	VERB
afs-72267	2148	16	a	a	DET
afs-72267	2148	17	satisfactory	satisfactory	ADJ
afs-72267	2148	18	lag	lag	NOUN
afs-72267	2148	19	structure	structure	NOUN
afs-72267	2148	20	.	.	PUNCT
afs-72267	2149	1	the	the	DET
afs-72267	2149	2	study	study	NOUN
afs-72267	2149	3	proceeded	proceed	VERB
afs-72267	2149	4	to	to	PART
afs-72267	2149	5	report	report	VERB
afs-72267	2149	6	results	result	NOUN
afs-72267	2149	7	for	for	SCONJ
afs-72267	2149	8	cobb	cobb	PROPN
afs-72267	2149	9	-	-	PUNCT
afs-72267	2149	10	douglas	douglas	PROPN
afs-72267	2149	11	models	model	NOUN
afs-72267	2149	12	measuring	measure	VERB
afs-72267	2149	13	the	the	DET
afs-72267	2149	14	research	research	NOUN
afs-72267	2149	15	input	input	NOUN
afs-72267	2149	16	as	as	ADP
afs-72267	2149	17	a	a	DET
afs-72267	2149	18	stock	stock	NOUN
afs-72267	2149	19	of	of	ADP
afs-72267	2149	20	research	research	NOUN
afs-72267	2149	21	capital	capital	NOUN
afs-72267	2149	22	based	base	VERB
afs-72267	2149	23	on	on	ADP
afs-72267	2149	24	a	a	DET
afs-72267	2149	25	0	0	NUM
afs-72267	2149	26	%	%	NOUN
afs-72267	2149	27	,	,	PUNCT
afs-72267	2149	28	a	a	DET
afs-72267	2149	29	50	50	NUM
afs-72267	2149	30	%	%	NOUN
afs-72267	2149	31	and	and	CCONJ
afs-72267	2149	32	a	a	DET
afs-72267	2149	33	100	100	NUM
afs-72267	2149	34	%	%	NOUN
afs-72267	2149	35	depreciation	depreciation	NOUN
afs-72267	2149	36	of	of	ADP
afs-72267	2149	37	the	the	DET
afs-72267	2149	38	research	research	NOUN
afs-72267	2149	39	capital	capital	NOUN
afs-72267	2149	40	20	20	NUM
afs-72267	2149	41	years	year	NOUN
afs-72267	2149	42	after	after	SCONJ
afs-72267	2149	43	grants	grant	NOUN
afs-72267	2149	44	were	be	AUX
afs-72267	2149	45	made	make	VERB
afs-72267	2149	46	.	.	PUNCT
afs-72267	2150	1	reliable	reliable	ADJ
afs-72267	2150	2	elasticity	elasticity	NOUN
afs-72267	2150	3	estimates	estimate	NOUN
afs-72267	2150	4	of	of	ADP
afs-72267	2150	5	the	the	DET
afs-72267	2150	6	research	research	NOUN
afs-72267	2150	7	capital	capital	NOUN
afs-72267	2150	8	were	be	AUX
afs-72267	2150	9	located	locate	VERB
afs-72267	2150	10	in	in	ADP
afs-72267	2150	11	the	the	DET
afs-72267	2150	12	range	range	NOUN
afs-72267	2150	13	of	of	ADP
afs-72267	2150	14	0.15—0.30	0.15—0.30	PROPN
afs-72267	2150	15	,	,	PUNCT
afs-72267	2150	16	depending	depend	VERB
afs-72267	2150	17	on	on	ADP
afs-72267	2150	18	the	the	DET
afs-72267	2150	19	depreciation	depreciation	NOUN
afs-72267	2150	20	rate	rate	NOUN
afs-72267	2150	21	.	.	PUNCT
afs-72267	2151	1	the	the	DET
afs-72267	2151	2	estimates	estimate	NOUN
afs-72267	2151	3	of	of	ADP
afs-72267	2151	4	total	total	ADJ
afs-72267	2151	5	research	research	NOUN
afs-72267	2151	6	elasticity	elasticity	NOUN
afs-72267	2151	7	were	be	AUX
afs-72267	2151	8	somewhat	somewhat	ADV
afs-72267	2151	9	lower	low	ADJ
afs-72267	2151	10	.	.	PUNCT
afs-72267	2152	1	the	the	DET
afs-72267	2152	2	research	research	NOUN
afs-72267	2152	3	capital	capital	NOUN
afs-72267	2152	4	concept	concept	NOUN
afs-72267	2152	5	was	be	AUX
afs-72267	2152	6	thought	think	VERB
afs-72267	2152	7	to	to	PART
afs-72267	2152	8	have	have	VERB
afs-72267	2152	9	an	an	DET
afs-72267	2152	10	advantage	advantage	NOUN
afs-72267	2152	11	,	,	PUNCT
afs-72267	2152	12	since	since	SCONJ
afs-72267	2152	13	it	it	PRON
afs-72267	2152	14	needs	need	VERB
afs-72267	2152	15	no	no	DET
afs-72267	2152	16	lags	lag	NOUN
afs-72267	2152	17	.	.	PUNCT
afs-72267	2153	1	the	the	DET
afs-72267	2153	2	estimates	estimate	NOUN
afs-72267	2153	3	of	of	ADP
afs-72267	2153	4	returns	return	NOUN
afs-72267	2153	5	presented	present	VERB
afs-72267	2153	6	in	in	ADP
afs-72267	2153	7	this	this	DET
afs-72267	2153	8	study	study	NOUN
afs-72267	2153	9	were	be	AUX
afs-72267	2153	10	based	base	VERB
afs-72267	2153	11	on	on	ADP
afs-72267	2153	12	the	the	DET
afs-72267	2153	13	assumption	assumption	NOUN
afs-72267	2153	14	that	that	SCONJ
afs-72267	2153	15	no	no	DET
afs-72267	2153	16	research	research	NOUN
afs-72267	2153	17	results	result	NOUN
afs-72267	2153	18	were	be	AUX
afs-72267	2153	19	imported	import	VERB
afs-72267	2153	20	,	,	PUNCT
afs-72267	2153	21	which	which	PRON
afs-72267	2153	22	biased	bias	VERB
afs-72267	2153	23	the	the	DET
afs-72267	2153	24	returns	return	NOUN
afs-72267	2153	25	positively	positively	ADV
afs-72267	2153	26	.	.	PUNCT
afs-72267	2154	1	the	the	DET
afs-72267	2154	2	total	total	ADJ
afs-72267	2154	3	university	university	NOUN
afs-72267	2154	4	education	education	NOUN
afs-72267	2154	5	and	and	CCONJ
afs-72267	2154	6	the	the	DET
afs-72267	2154	7	public	public	ADJ
afs-72267	2154	8	expenditures	expenditure	NOUN
afs-72267	2154	9	for	for	ADP
afs-72267	2154	10	extension	extension	NOUN
afs-72267	2154	11	,	,	PUNCT
afs-72267	2154	12	however	however	ADV
afs-72267	2154	13	,	,	PUNCT
afs-72267	2154	14	constituted	constitute	VERB
afs-72267	2154	15	a	a	DET
afs-72267	2154	16	substantial	substantial	ADJ
afs-72267	2154	17	share	share	NOUN
afs-72267	2154	18	of	of	ADP
afs-72267	2154	19	the	the	DET
afs-72267	2154	20	cost	cost	NOUN
afs-72267	2154	21	side	side	NOUN
afs-72267	2154	22	,	,	PUNCT
afs-72267	2154	23	which	which	PRON
afs-72267	2154	24	may	may	AUX
afs-72267	2154	25	have	have	AUX
afs-72267	2154	26	underestimated	underestimate	VERB
afs-72267	2154	27	the	the	DET
afs-72267	2154	28	rate	rate	NOUN
afs-72267	2154	29	of	of	ADP
afs-72267	2154	30	return	return	NOUN
afs-72267	2154	31	.	.	PUNCT
afs-72267	2155	1	at	at	ADP
afs-72267	2155	2	the	the	DET
afs-72267	2155	3	risk	risk	NOUN
afs-72267	2155	4	of	of	ADP
afs-72267	2155	5	oversimplifying	oversimplify	VERB
afs-72267	2155	6	the	the	DET
afs-72267	2155	7	entire	entire	ADJ
afs-72267	2155	8	interpretation	interpretation	NOUN
afs-72267	2155	9	,	,	PUNCT
afs-72267	2155	10	the	the	DET
afs-72267	2155	11	following	follow	VERB
afs-72267	2155	12	conclusions	conclusion	NOUN
afs-72267	2155	13	on	on	ADP
afs-72267	2155	14	the	the	DET
afs-72267	2155	15	returns	return	NOUN
afs-72267	2155	16	to	to	ADP
afs-72267	2155	17	research	research	NOUN
afs-72267	2155	18	,	,	PUNCT
afs-72267	2155	19	discussed	discuss	VERB
afs-72267	2155	20	at	at	ADP
afs-72267	2155	21	length	length	NOUN
afs-72267	2155	22	in	in	ADP
afs-72267	2155	23	chapter	chapter	NOUN
afs-72267	2155	24	6	6	NUM
afs-72267	2155	25	,	,	PUNCT
afs-72267	2155	26	can	can	AUX
afs-72267	2155	27	be	be	AUX
afs-72267	2155	28	made	make	VERB
afs-72267	2155	29	:	:	PUNCT
afs-72267	2156	1	1	1	X
afs-72267	2156	2	.	.	PUNCT
afs-72267	2156	3	estimations	estimation	NOUN
afs-72267	2156	4	using	use	VERB
afs-72267	2156	5	the	the	DET
afs-72267	2156	6	flow	flow	NOUN
afs-72267	2156	7	measure	measure	NOUN
afs-72267	2156	8	of	of	ADP
afs-72267	2156	9	research	research	NOUN
afs-72267	2156	10	input	input	NOUN
afs-72267	2156	11	give	give	VERB
afs-72267	2156	12	a	a	DET
afs-72267	2156	13	vmp	vmp	NOUN
afs-72267	2156	14	for	for	ADP
afs-72267	2156	15	public	public	ADJ
afs-72267	2156	16	research	research	NOUN
afs-72267	2156	17	of	of	ADP
afs-72267	2156	18	2.26	2.26	NUM
afs-72267	2156	19	and	and	CCONJ
afs-72267	2156	20	of	of	ADP
afs-72267	2156	21	2.73	2.73	NUM
afs-72267	2156	22	for	for	ADP
afs-72267	2156	23	total	total	ADJ
afs-72267	2156	24	public	public	ADJ
afs-72267	2156	25	and	and	CCONJ
afs-72267	2156	26	private	private	ADJ
afs-72267	2156	27	research	research	NOUN
afs-72267	2156	28	.	.	PUNCT
afs-72267	2157	1	the	the	DET
afs-72267	2157	2	marginal	marginal	ADJ
afs-72267	2157	3	rates	rate	NOUN
afs-72267	2157	4	of	of	ADP
afs-72267	2157	5	return	return	NOUN
afs-72267	2157	6	according	accord	VERB
afs-72267	2157	7	to	to	ADP
afs-72267	2157	8	these	these	DET
afs-72267	2157	9	estimates	estimate	NOUN
afs-72267	2157	10	have	have	AUX
afs-72267	2157	11	been	be	AUX
afs-72267	2157	12	226	226	NUM
afs-72267	2157	13	%	%	NOUN
afs-72267	2157	14	for	for	ADP
afs-72267	2157	15	public	public	ADJ
afs-72267	2157	16	research	research	NOUN
afs-72267	2157	17	and	and	CCONJ
afs-72267	2157	18	273	273	NUM
afs-72267	2157	19	%	%	NOUN
afs-72267	2157	20	for	for	ADP
afs-72267	2157	21	total	total	ADJ
afs-72267	2157	22	research	research	NOUN
afs-72267	2157	23	(	(	PUNCT
afs-72267	2157	24	both	both	CCONJ
afs-72267	2157	25	over	over	ADP
afs-72267	2157	26	the	the	DET
afs-72267	2157	27	inflation	inflation	NOUN
afs-72267	2157	28	rate	rate	NOUN
afs-72267	2157	29	)	)	PUNCT
afs-72267	2157	30	from	from	ADP
afs-72267	2157	31	the	the	DET
afs-72267	2157	32	moment	moment	NOUN
afs-72267	2157	33	the	the	DET
afs-72267	2157	34	investment	investment	NOUN
afs-72267	2157	35	was	be	AUX
afs-72267	2157	36	made	make	VERB
afs-72267	2157	37	.	.	PUNCT
afs-72267	2158	1	the	the	DET
afs-72267	2158	2	lack	lack	NOUN
afs-72267	2158	3	of	of	ADP
afs-72267	2158	4	any	any	DET
afs-72267	2158	5	lag	lag	NOUN
afs-72267	2158	6	,	,	PUNCT
afs-72267	2158	7	however	however	ADV
afs-72267	2158	8	,	,	PUNCT
afs-72267	2158	9	biases	bias	NOUN
afs-72267	2158	10	the	the	DET
afs-72267	2158	11	estimate	estimate	NOUN
afs-72267	2158	12	positively	positively	ADV
afs-72267	2158	13	,	,	PUNCT
afs-72267	2158	14	making	make	VERB
afs-72267	2158	15	additional	additional	ADJ
afs-72267	2158	16	measures	measure	NOUN
afs-72267	2158	17	necessary	necessary	ADJ
afs-72267	2158	18	.	.	PUNCT
afs-72267	2159	1	2	2	X
afs-72267	2159	2	.	.	X
afs-72267	2159	3	the	the	DET
afs-72267	2159	4	estimates	estimate	NOUN
afs-72267	2159	5	of	of	ADP
afs-72267	2159	6	elasticity	elasticity	NOUN
afs-72267	2159	7	with	with	ADP
afs-72267	2159	8	respect	respect	NOUN
afs-72267	2159	9	to	to	ADP
afs-72267	2159	10	a	a	DET
afs-72267	2159	11	research	research	NOUN
afs-72267	2159	12	capital	capital	NOUN
afs-72267	2159	13	give	give	VERB
afs-72267	2159	14	a	a	DET
afs-72267	2159	15	vmp	vmp	NOUN
afs-72267	2159	16	of	of	ADP
afs-72267	2159	17	1.83	1.83	NUM
afs-72267	2159	18	—	—	PUNCT
afs-72267	2159	19	1.91	1.91	NUM
afs-72267	2159	20	for	for	ADP
afs-72267	2159	21	public	public	ADJ
afs-72267	2159	22	research	research	NOUN
afs-72267	2159	23	and	and	CCONJ
afs-72267	2159	24	a	a	DET
afs-72267	2159	25	vmp	vmp	NOUN
afs-72267	2159	26	of	of	ADP
afs-72267	2159	27	1.12	1.12	NUM
afs-72267	2159	28	1.16	1.16	NUM
afs-72267	2159	29	for	for	ADP
afs-72267	2159	30	total	total	ADJ
afs-72267	2159	31	research	research	NOUN
afs-72267	2159	32	.	.	PUNCT
afs-72267	2160	1	these	these	DET
afs-72267	2160	2	figures	figure	NOUN
afs-72267	2160	3	are	be	AUX
afs-72267	2160	4	interpreted	interpret	VERB
afs-72267	2160	5	as	as	SCONJ
afs-72267	2160	6	follows	follow	VERB
afs-72267	2160	7	:	:	PUNCT
afs-72267	2160	8	every	every	DET
afs-72267	2160	9	additional	additional	ADJ
afs-72267	2160	10	public	public	ADJ
afs-72267	2160	11	investment	investment	NOUN
afs-72267	2160	12	in	in	ADP
afs-72267	2160	13	agricultural	agricultural	ADJ
afs-72267	2160	14	research	research	NOUN
afs-72267	2160	15	in	in	ADP
afs-72267	2160	16	1950—1984	1950—1984	PROPN
afs-72267	2160	17	would	would	AUX
afs-72267	2160	18	have	have	AUX
afs-72267	2160	19	returned	return	VERB
afs-72267	2160	20	by	by	ADP
afs-72267	2160	21	183	183	NUM
afs-72267	2160	22	®	®	NOUN
afs-72267	2160	23	/o	/o	PUNCT
afs-72267	2160	24	to	to	ADP
afs-72267	2160	25	191	191	NUM
afs-72267	2160	26	%	%	NOUN
afs-72267	2160	27	annually	annually	ADV
afs-72267	2160	28	over	over	ADP
afs-72267	2160	29	the	the	DET
afs-72267	2160	30	inflation	inflation	NOUN
afs-72267	2160	31	rate	rate	NOUN
afs-72267	2160	32	from	from	ADP
afs-72267	2160	33	the	the	DET
afs-72267	2160	34	moment	moment	NOUN
afs-72267	2160	35	the	the	DET
afs-72267	2160	36	investment	investment	NOUN
afs-72267	2160	37	was	be	AUX
afs-72267	2160	38	made	make	VERB
afs-72267	2160	39	.	.	PUNCT
afs-72267	2161	1	an	an	DET
afs-72267	2161	2	additional	additional	ADJ
afs-72267	2161	3	investment	investment	NOUN
afs-72267	2161	4	in	in	ADP
afs-72267	2161	5	the	the	DET
afs-72267	2161	6	total	total	ADJ
afs-72267	2161	7	public	public	ADJ
afs-72267	2161	8	and	and	CCONJ
afs-72267	2161	9	private	private	ADJ
afs-72267	2161	10	research	research	NOUN
afs-72267	2161	11	input	input	NOUN
afs-72267	2161	12	would	would	AUX
afs-72267	2161	13	correspondingly	correspondingly	ADV
afs-72267	2161	14	have	have	AUX
afs-72267	2161	15	returned	return	VERB
afs-72267	2161	16	by	by	ADP
afs-72267	2161	17	112	112	NUM
afs-72267	2161	18	%	%	NOUN
afs-72267	2161	19	to	to	ADP
afs-72267	2161	20	116	116	NUM
afs-72267	2161	21	%	%	NOUN
afs-72267	2161	22	annually	annually	ADV
afs-72267	2161	23	.	.	PUNCT
afs-72267	2162	1	these	these	DET
afs-72267	2162	2	research	research	NOUN
afs-72267	2162	3	capital	capital	NOUN
afs-72267	2162	4	estimates	estimate	NOUN
afs-72267	2162	5	are	be	AUX
afs-72267	2162	6	likely	likely	ADJ
afs-72267	2162	7	to	to	PART
afs-72267	2162	8	be	be	AUX
afs-72267	2162	9	closer	close	ADJ
afs-72267	2162	10	to	to	ADP
afs-72267	2162	11	the	the	DET
afs-72267	2162	12	real	real	ADJ
afs-72267	2162	13	vmps	vmp	NOUN
afs-72267	2162	14	than	than	ADP
afs-72267	2162	15	the	the	DET
afs-72267	2162	16	flow	flow	NOUN
afs-72267	2162	17	estimates	estimate	NOUN
afs-72267	2162	18	,	,	PUNCT
afs-72267	2162	19	since	since	SCONJ
afs-72267	2162	20	the	the	DET
afs-72267	2162	21	lack	lack	NOUN
afs-72267	2162	22	of	of	ADP
afs-72267	2162	23	a	a	DET
afs-72267	2162	24	lag	lag	NOUN
afs-72267	2162	25	should	should	AUX
afs-72267	2162	26	not	not	PART
afs-72267	2162	27	be	be	AUX
afs-72267	2162	28	problematic	problematic	ADJ
afs-72267	2162	29	conceptually	conceptually	ADV
afs-72267	2162	30	.	.	PUNCT
afs-72267	2163	1	3	3	X
afs-72267	2163	2	.	.	X
afs-72267	2163	3	a	a	DET
afs-72267	2163	4	model	model	NOUN
afs-72267	2163	5	using	use	VERB
afs-72267	2163	6	a	a	DET
afs-72267	2163	7	production	production	NOUN
afs-72267	2163	8	/	/	SYM
afs-72267	2163	9	input	input	NOUN
afs-72267	2163	10	index	index	NOUN
afs-72267	2163	11	as	as	ADP
afs-72267	2163	12	the	the	DET
afs-72267	2163	13	dependent	dependent	ADJ
afs-72267	2163	14	variable	variable	NOUN
afs-72267	2163	15	,	,	PUNCT
afs-72267	2163	16	and	and	CCONJ
afs-72267	2163	17	in	in	ADP
afs-72267	2163	18	which	which	PRON
afs-72267	2163	19	the	the	DET
afs-72267	2163	20	337	337	NUM
afs-72267	2163	21	number	number	NOUN
afs-72267	2163	22	of	of	ADP
afs-72267	2163	23	explaining	explain	VERB
afs-72267	2163	24	variables	variable	NOUN
afs-72267	2163	25	are	be	AUX
afs-72267	2163	26	reduced	reduce	VERB
afs-72267	2163	27	to	to	ADP
afs-72267	2163	28	only	only	ADV
afs-72267	2163	29	two	two	NUM
afs-72267	2163	30	(	(	PUNCT
afs-72267	2163	31	a	a	DET
afs-72267	2163	32	research	research	NOUN
afs-72267	2163	33	capital	capital	NOUN
afs-72267	2163	34	and	and	CCONJ
afs-72267	2163	35	a	a	DET
afs-72267	2163	36	time	time	NOUN
afs-72267	2163	37	factor	factor	NOUN
afs-72267	2163	38	)	)	PUNCT
afs-72267	2163	39	gives	give	VERB
afs-72267	2163	40	a	a	DET
afs-72267	2163	41	marginal	marginal	ADJ
afs-72267	2163	42	rate	rate	NOUN
afs-72267	2163	43	of	of	ADP
afs-72267	2163	44	return	return	NOUN
afs-72267	2163	45	of	of	ADP
afs-72267	2163	46	308	308	NUM
afs-72267	2163	47	%	%	NOUN
afs-72267	2163	48	.	.	PUNCT
afs-72267	2164	1	the	the	DET
afs-72267	2164	2	errors	error	NOUN
afs-72267	2164	3	,	,	PUNCT
afs-72267	2164	4	however	however	ADV
afs-72267	2164	5	,	,	PUNCT
afs-72267	2164	6	were	be	AUX
afs-72267	2164	7	heavily	heavily	ADV
afs-72267	2164	8	autocorrelated	autocorrelated	ADJ
afs-72267	2164	9	in	in	ADP
afs-72267	2164	10	this	this	DET
afs-72267	2164	11	model	model	NOUN
afs-72267	2164	12	.	.	PUNCT
afs-72267	2165	1	4	4	X
afs-72267	2165	2	.	.	X
afs-72267	2165	3	a	a	DET
afs-72267	2165	4	fourth	fourth	ADJ
afs-72267	2165	5	measure	measure	NOUN
afs-72267	2165	6	of	of	ADP
afs-72267	2165	7	returns	return	NOUN
afs-72267	2165	8	is	be	AUX
afs-72267	2165	9	the	the	DET
afs-72267	2165	10	marginal	marginal	ADJ
afs-72267	2165	11	internal	internal	ADJ
afs-72267	2165	12	rate	rate	NOUN
afs-72267	2165	13	of	of	ADP
afs-72267	2165	14	return	return	NOUN
afs-72267	2165	15	(	(	PUNCT
afs-72267	2165	16	mirr	mirr	NOUN
afs-72267	2165	17	)	)	PUNCT
afs-72267	2165	18	.	.	PUNCT
afs-72267	2166	1	this	this	DET
afs-72267	2166	2	method	method	NOUN
afs-72267	2166	3	is	be	AUX
afs-72267	2166	4	used	use	VERB
afs-72267	2166	5	to	to	PART
afs-72267	2166	6	calculate	calculate	VERB
afs-72267	2166	7	the	the	DET
afs-72267	2166	8	discount	discount	NOUN
afs-72267	2166	9	rate	rate	NOUN
afs-72267	2166	10	for	for	ADP
afs-72267	2166	11	which	which	PRON
afs-72267	2166	12	the	the	DET
afs-72267	2166	13	net	net	ADJ
afs-72267	2166	14	present	present	ADJ
afs-72267	2166	15	value	value	NOUN
afs-72267	2166	16	equals	equal	VERB
afs-72267	2166	17	zero	zero	NUM
afs-72267	2166	18	.	.	PUNCT
afs-72267	2167	1	on	on	ADP
afs-72267	2167	2	the	the	DET
afs-72267	2167	3	basis	basis	NOUN
afs-72267	2167	4	of	of	ADP
afs-72267	2167	5	the	the	DET
afs-72267	2167	6	research	research	NOUN
afs-72267	2167	7	flow	flow	NOUN
afs-72267	2167	8	elasticity	elasticity	NOUN
afs-72267	2167	9	estimates	estimate	NOUN
afs-72267	2167	10	,	,	PUNCT
afs-72267	2167	11	mirrs	mirr	NOUN
afs-72267	2167	12	are	be	AUX
afs-72267	2167	13	calculated	calculate	VERB
afs-72267	2167	14	,	,	PUNCT
afs-72267	2167	15	with	with	ADP
afs-72267	2167	16	lags	lag	NOUN
afs-72267	2167	17	of	of	ADP
afs-72267	2167	18	alternatively	alternatively	ADV
afs-72267	2167	19	4	4	NUM
afs-72267	2167	20	,	,	PUNCT
afs-72267	2167	21	6	6	NUM
afs-72267	2167	22	and	and	CCONJ
afs-72267	2167	23	10	10	NUM
afs-72267	2167	24	years	year	NOUN
afs-72267	2167	25	included	include	VERB
afs-72267	2167	26	in	in	ADP
afs-72267	2167	27	these	these	DET
afs-72267	2167	28	computations	computation	NOUN
afs-72267	2167	29	.	.	PUNCT
afs-72267	2168	1	mirrs	mirr	NOUN
afs-72267	2168	2	of	of	ADP
afs-72267	2168	3	62.2	62.2	NUM
afs-72267	2168	4	%	%	NOUN
afs-72267	2168	5	,	,	PUNCT
afs-72267	2168	6	37.7	37.7	NUM
afs-72267	2168	7	°	°	NOUN
afs-72267	2168	8	7o	7o	NOUN
afs-72267	2168	9	and	and	CCONJ
afs-72267	2168	10	20.9	20.9	NUM
afs-72267	2168	11	%	%	NOUN
afs-72267	2168	12	for	for	ADP
afs-72267	2168	13	public	public	ADJ
afs-72267	2168	14	research	research	NOUN
afs-72267	2168	15	are	be	AUX
afs-72267	2168	16	obtained	obtain	VERB
afs-72267	2168	17	for	for	ADP
afs-72267	2168	18	the	the	DET
afs-72267	2168	19	respective	respective	ADJ
afs-72267	2168	20	lags	lag	NOUN
afs-72267	2168	21	.	.	PUNCT
afs-72267	2169	1	the	the	DET
afs-72267	2169	2	corresponding	corresponding	ADJ
afs-72267	2169	3	mirrs	mirr	NOUN
afs-72267	2169	4	for	for	ADP
afs-72267	2169	5	total	total	ADJ
afs-72267	2169	6	public	public	ADJ
afs-72267	2169	7	and	and	CCONJ
afs-72267	2169	8	private	private	ADJ
afs-72267	2169	9	research	research	NOUN
afs-72267	2169	10	are	be	AUX
afs-72267	2169	11	76.8	76.8	NUM
afs-72267	2169	12	%	%	NOUN
afs-72267	2169	13	,	,	PUNCT
afs-72267	2169	14	46.0	46.0	NUM
afs-72267	2169	15	%	%	NOUN
afs-72267	2169	16	and	and	CCONJ
afs-72267	2169	17	25.9	25.9	NUM
afs-72267	2169	18	%	%	NOUN
afs-72267	2169	19	.	.	PUNCT
afs-72267	2170	1	when	when	SCONJ
afs-72267	2170	2	funding	funding	NOUN
afs-72267	2170	3	agencies	agency	NOUN
afs-72267	2170	4	decide	decide	VERB
afs-72267	2170	5	upon	upon	SCONJ
afs-72267	2170	6	the	the	DET
afs-72267	2170	7	allocation	allocation	NOUN
afs-72267	2170	8	of	of	ADP
afs-72267	2170	9	support	support	NOUN
afs-72267	2170	10	for	for	ADP
afs-72267	2170	11	research	research	NOUN
afs-72267	2170	12	,	,	PUNCT
afs-72267	2170	13	mere	mere	ADJ
afs-72267	2170	14	rates	rate	NOUN
afs-72267	2170	15	of	of	ADP
afs-72267	2170	16	return	return	NOUN
afs-72267	2170	17	are	be	AUX
afs-72267	2170	18	useful	useful	ADJ
afs-72267	2170	19	but	but	CCONJ
afs-72267	2170	20	,	,	PUNCT
afs-72267	2170	21	however	however	ADV
afs-72267	2170	22	,	,	PUNCT
afs-72267	2170	23	insufficient	insufficient	ADJ
afs-72267	2170	24	.	.	PUNCT
afs-72267	2171	1	they	they	PRON
afs-72267	2171	2	are	be	AUX
afs-72267	2171	3	intended	intend	VERB
afs-72267	2171	4	to	to	PART
afs-72267	2171	5	supplement	supplement	VERB
afs-72267	2171	6	other	other	ADJ
afs-72267	2171	7	value	value	NOUN
afs-72267	2171	8	judgements	judgement	NOUN
afs-72267	2171	9	.	.	PUNCT
afs-72267	2172	1	in	in	ADP
afs-72267	2172	2	a	a	DET
afs-72267	2172	3	situation	situation	NOUN
afs-72267	2172	4	of	of	ADP
afs-72267	2172	5	growing	grow	VERB
afs-72267	2172	6	national	national	ADJ
afs-72267	2172	7	food	food	NOUN
afs-72267	2172	8	surpluses	surplus	NOUN
afs-72267	2172	9	,	,	PUNCT
afs-72267	2172	10	special	special	ADJ
afs-72267	2172	11	attention	attention	NOUN
afs-72267	2172	12	should	should	AUX
afs-72267	2172	13	be	be	AUX
afs-72267	2172	14	paid	pay	VERB
afs-72267	2172	15	to	to	AUX
afs-72267	2172	16	alternative	alternative	ADJ
afs-72267	2172	17	ways	way	NOUN
afs-72267	2172	18	of	of	ADP
afs-72267	2172	19	making	make	VERB
afs-72267	2172	20	production	production	NOUN
afs-72267	2172	21	effective	effective	ADJ
afs-72267	2172	22	.	.	PUNCT
afs-72267	2173	1	this	this	PRON
afs-72267	2173	2	implies	imply	VERB
afs-72267	2173	3	that	that	SCONJ
afs-72267	2173	4	greater	great	ADJ
afs-72267	2173	5	consideration	consideration	NOUN
afs-72267	2173	6	should	should	AUX
afs-72267	2173	7	be	be	AUX
afs-72267	2173	8	given	give	VERB
afs-72267	2173	9	in	in	ADP
afs-72267	2173	10	the	the	DET
afs-72267	2173	11	future	future	NOUN
afs-72267	2173	12	to	to	ADP
afs-72267	2173	13	input	input	NOUN
afs-72267	2173	14	-	-	PUNCT
afs-72267	2173	15	saving	save	VERB
afs-72267	2173	16	techniques	technique	NOUN
afs-72267	2173	17	,	,	PUNCT
afs-72267	2173	18	environmental	environmental	ADJ
afs-72267	2173	19	and	and	CCONJ
afs-72267	2173	20	ecological	ecological	ADJ
afs-72267	2173	21	concerns	concern	NOUN
afs-72267	2173	22	,	,	PUNCT
afs-72267	2173	23	agricultural	agricultural	ADJ
afs-72267	2173	24	produce	produce	NOUN
afs-72267	2173	25	for	for	ADP
afs-72267	2173	26	non	non	ADJ
afs-72267	2173	27	-	-	ADJ
afs-72267	2173	28	agricultural	agricultural	ADJ
afs-72267	2173	29	purposes	purpose	NOUN
afs-72267	2173	30	,	,	PUNCT
afs-72267	2173	31	and	and	CCONJ
afs-72267	2173	32	new	new	ADJ
afs-72267	2173	33	sources	source	NOUN
afs-72267	2173	34	of	of	ADP
afs-72267	2173	35	livelihood	livelihood	NOUN
afs-72267	2173	36	for	for	ADP
afs-72267	2173	37	the	the	DET
afs-72267	2173	38	rural	rural	ADJ
afs-72267	2173	39	population	population	NOUN
afs-72267	2173	40	.	.	PUNCT
afs-72267	2174	1	338	338	NUM
afs-72267	2174	2	references	reference	NOUN
afs-72267	2174	3	akino	akino	NOUN
afs-72267	2174	4	,	,	PUNCT
afs-72267	2174	5	m.	m.	NOUN
afs-72267	2174	6	&	&	CCONJ
afs-72267	2174	7	hayami	hayami	PROPN
afs-72267	2174	8	,	,	PUNCT
afs-72267	2174	9	y.	y.	PROPN
afs-72267	2174	10	1975	1975	NUM
afs-72267	2174	11	.	.	PUNCT
afs-72267	2175	1	efficiency	efficiency	NOUN
afs-72267	2175	2	in	in	ADP
afs-72267	2175	3	public	public	ADJ
afs-72267	2175	4	research	research	NOUN
afs-72267	2175	5	:	:	PUNCT
afs-72267	2175	6	rice	rice	NOUN
afs-72267	2175	7	breeding	breeding	NOUN
afs-72267	2175	8	in	in	ADP
afs-72267	2175	9	japans	japans	PROPN
afs-72267	2175	10	economic	economic	ADJ
afs-72267	2175	11	development	development	NOUN
afs-72267	2175	12	.	.	PUNCT
afs-72267	2176	1	amer	amer	PROPN
afs-72267	2176	2	.	.	PUNCT
afs-72267	2177	1	j.	j.	PROPN
afs-72267	2177	2	agric	agric	PROPN
afs-72267	2177	3	.	.	PROPN
afs-72267	2178	1	econ	econ	PROPN
afs-72267	2178	2	.	.	PUNCT
afs-72267	2179	1	57	57	NUM
afs-72267	2179	2	(	(	PUNCT
afs-72267	2179	3	1	1	NUM
afs-72267	2179	4	):	):	PUNCT
afs-72267	2179	5	1	1	NUM
afs-72267	2179	6	—	—	PUNCT
afs-72267	2179	7	lo	lo	NOUN
afs-72267	2179	8	.	.	PUNCT
afs-72267	2179	9	arndt	arndt	PROPN
afs-72267	2179	10	,	,	PUNCT
afs-72267	2179	11	t.m	t.m	PROPN
afs-72267	2179	12	.	.	PROPN
afs-72267	2179	13	&	&	CCONJ
afs-72267	2179	14	ruttan	ruttan	PROPN
afs-72267	2179	15	,	,	PUNCT
afs-72267	2179	16	v.m	v.m	PROPN
afs-72267	2179	17	,	,	PUNCT
afs-72267	2179	18	1977	1977	NUM
afs-72267	2179	19	.	.	PUNCT
afs-72267	2180	1	valuing	value	VERB
afs-72267	2180	2	the	the	DET
afs-72267	2180	3	productivity	productivity	NOUN
afs-72267	2180	4	of	of	ADP
afs-72267	2180	5	agricultural	agricultural	ADJ
afs-72267	2180	6	research	research	NOUN
afs-72267	2180	7	:	:	PUNCT
afs-72267	2180	8	problems	problem	NOUN
afs-72267	2180	9	and	and	CCONJ
afs-72267	2180	10	issues	issue	NOUN
afs-72267	2180	11	(	(	PUNCT
afs-72267	2180	12	pp	pp	ADV
afs-72267	2180	13	.	.	PUNCT
afs-72267	2181	1	3—25	3—25	NUM
afs-72267	2181	2	in	in	ADP
afs-72267	2181	3	ed	ed	NOUN
afs-72267	2181	4	.	.	PUNCT
afs-72267	2182	1	arndt	arndt	PROPN
afs-72267	2182	2	et	et	PROPN
afs-72267	2182	3	al	al	PROPN
afs-72267	2182	4	.	.	PROPN
afs-72267	2182	5	1977	1977	NUM
afs-72267	2182	6	)	)	PUNCT
afs-72267	2182	7	.	.	PUNCT
afs-72267	2183	1	arndt	arndt	PROPN
afs-72267	2183	2	,	,	PUNCT
afs-72267	2183	3	t.m	t.m	PROPN
afs-72267	2183	4	.	.	PROPN
afs-72267	2183	5	,	,	PUNCT
afs-72267	2183	6	dalrymple	dalrymple	PROPN
afs-72267	2183	7	,	,	PUNCT
afs-72267	2183	8	d.g	d.g	PROPN
afs-72267	2183	9	.	.	PROPN
afs-72267	2183	10	&	&	CCONJ
afs-72267	2183	11	ruttan	ruttan	PROPN
afs-72267	2183	12	,	,	PUNCT
afs-72267	2183	13	v.w	v.w	PROPN
afs-72267	2183	14	.	.	PROPN
afs-72267	2183	15	1977	1977	NUM
afs-72267	2183	16	.	.	PUNCT
afs-72267	2184	1	resource	resource	NOUN
afs-72267	2184	2	allocation	allocation	NOUN
afs-72267	2184	3	and	and	CCONJ
afs-72267	2184	4	productivity	productivity	NOUN
afs-72267	2184	5	in	in	ADP
afs-72267	2184	6	national	national	ADJ
afs-72267	2184	7	and	and	CCONJ
afs-72267	2184	8	international	international	ADJ
afs-72267	2184	9	agricultural	agricultural	ADJ
afs-72267	2184	10	research	research	NOUN
afs-72267	2184	11	.	.	PUNCT
afs-72267	2185	1	610	610	NUM
afs-72267	2185	2	p.	p.	PROPN
afs-72267	2185	3	minneapolis	minneapolis	PROPN
afs-72267	2185	4	.	.	PUNCT
afs-72267	2186	1	usa	usa	PROPN
afs-72267	2186	2	.	.	PROPN
afs-72267	2186	3	bredahl	bredahl	PROPN
afs-72267	2186	4	,	,	PUNCT
afs-72267	2186	5	m.	m.	NOUN
afs-72267	2186	6	&	&	CCONJ
afs-72267	2186	7	peterson	peterson	PROPN
afs-72267	2186	8	,	,	PUNCT
afs-72267	2186	9	w.l	w.l	PROPN
afs-72267	2186	10	.	.	PROPN
afs-72267	2186	11	1976	1976	NUM
afs-72267	2186	12	.	.	PUNCT
afs-72267	2187	1	the	the	DET
afs-72267	2187	2	productivity	productivity	NOUN
afs-72267	2187	3	and	and	CCONJ
afs-72267	2187	4	allocation	allocation	NOUN
afs-72267	2187	5	of	of	ADP
afs-72267	2187	6	research	research	NOUN
afs-72267	2187	7	:	:	PUNCT
afs-72267	2187	8	u.s	u.s	PROPN
afs-72267	2187	9	.	.	PROPN
afs-72267	2187	10	agricultural	agricultural	ADJ
afs-72267	2187	11	experiment	experiment	NOUN
afs-72267	2187	12	stations	station	NOUN
afs-72267	2187	13	.	.	PUNCT
afs-72267	2188	1	amer	amer	PROPN
afs-72267	2188	2	.	.	PUNCT
afs-72267	2189	1	j.	j.	PROPN
afs-72267	2189	2	agric	agric	PROPN
afs-72267	2189	3	.	.	PROPN
afs-72267	2190	1	econ	econ	PROPN
afs-72267	2190	2	,	,	PUNCT
afs-72267	2190	3	58	58	NUM
afs-72267	2190	4	(	(	PUNCT
afs-72267	2190	5	4	4	NUM
afs-72267	2190	6	):	):	PUNCT
afs-72267	2190	7	684—692	684—692	NOUN
afs-72267	2190	8	.	.	PUNCT
afs-72267	2191	1	chen	chen	PROPN
afs-72267	2191	2	,	,	PUNCT
afs-72267	2191	3	d.	d.	PROPN
afs-72267	2191	4	,	,	PUNCT
afs-72267	2191	5	courtney	courtney	PROPN
afs-72267	2191	6	,	,	PUNCT
afs-72267	2191	7	r.	r.	PROPN
afs-72267	2191	8	&	&	CCONJ
afs-72267	2191	9	schmitz	schmitz	PROPN
afs-72267	2191	10	,	,	PUNCT
afs-72267	2191	11	a.	a.	NOUN
afs-72267	2191	12	1972	1972	NUM
afs-72267	2191	13	.	.	PUNCT
afs-72267	2192	1	a	a	DET
afs-72267	2192	2	polynomial	polynomial	ADJ
afs-72267	2192	3	lag	lag	NOUN
afs-72267	2192	4	formulation	formulation	NOUN
afs-72267	2192	5	of	of	ADP
afs-72267	2192	6	milk	milk	NOUN
afs-72267	2192	7	production	production	NOUN
afs-72267	2192	8	response	response	NOUN
afs-72267	2192	9	.	.	PUNCT
afs-72267	2193	1	amer	amer	PROPN
afs-72267	2193	2	.	.	PUNCT
afs-72267	2194	1	j	j	PROPN
afs-72267	2194	2	,	,	PUNCT
afs-72267	2194	3	agric	agric	PROPN
afs-72267	2194	4	.	.	PUNCT
afs-72267	2194	5	econ	econ	PROPN
afs-72267	2194	6	.	.	PUNCT
afs-72267	2195	1	54	54	NUM
afs-72267	2195	2	(	(	PUNCT
afs-72267	2195	3	1	1	NUM
afs-72267	2195	4	):	):	PUNCT
afs-72267	2195	5	77—83	77—83	NOUN
afs-72267	2195	6	.	.	PUNCT
afs-72267	2196	1	dalrymple	dalrymple	PROPN
afs-72267	2196	2	,	,	PUNCT
afs-72267	2196	3	d.g	d.g	PROPN
afs-72267	2196	4	.	.	PROPN
afs-72267	2196	5	1977	1977	NUM
afs-72267	2196	6	.	.	PUNCT
afs-72267	2197	1	evaluating	evaluate	VERB
afs-72267	2197	2	the	the	DET
afs-72267	2197	3	impact	impact	NOUN
afs-72267	2197	4	of	of	ADP
afs-72267	2197	5	international	international	ADJ
afs-72267	2197	6	research	research	NOUN
afs-72267	2197	7	on	on	ADP
afs-72267	2197	8	wheat	wheat	NOUN
afs-72267	2197	9	and	and	CCONJ
afs-72267	2197	10	rice	rice	NOUN
afs-72267	2197	11	production	production	NOUN
afs-72267	2197	12	in	in	ADP
afs-72267	2197	13	the	the	DET
afs-72267	2197	14	developing	develop	VERB
afs-72267	2197	15	nations	nation	NOUN
afs-72267	2197	16	(	(	PUNCT
afs-72267	2197	17	pp	pp	ADJ
afs-72267	2197	18	.	.	PUNCT
afs-72267	2198	1	171	171	NUM
afs-72267	2198	2	—	—	PUNCT
afs-72267	2198	3	207	207	NUM
afs-72267	2198	4	in	in	ADP
afs-72267	2198	5	ed	ed	NOUN
afs-72267	2198	6	.	.	PUNCT
afs-72267	2199	1	arndt	arndt	PROPN
afs-72267	2199	2	et	et	PROPN
afs-72267	2199	3	al	al	PROPN
afs-72267	2199	4	.	.	PROPN
afs-72267	2199	5	1977	1977	NUM
afs-72267	2199	6	)	)	PUNCT
afs-72267	2199	7	.	.	PUNCT
afs-72267	2200	1	davis	davis	PROPN
afs-72267	2200	2	1981	1981	NUM
afs-72267	2200	3	.	.	PUNCT
afs-72267	2201	1	the	the	DET
afs-72267	2201	2	relationship	relationship	NOUN
afs-72267	2201	3	between	between	ADP
afs-72267	2201	4	the	the	DET
afs-72267	2201	5	economic	economic	ADJ
afs-72267	2201	6	surplus	surplus	NOUN
afs-72267	2201	7	and	and	CCONJ
afs-72267	2201	8	production	production	NOUN
afs-72267	2201	9	function	function	NOUN
afs-72267	2201	10	approaches	approach	VERB
afs-72267	2201	11	for	for	ADP
afs-72267	2201	12	estimating	estimate	VERB
afs-72267	2201	13	ex	ex	ADJ
afs-72267	2201	14	-	-	ADJ
afs-72267	2201	15	post	post	ADJ
afs-72267	2201	16	returns	return	NOUN
afs-72267	2201	17	to	to	ADP
afs-72267	2201	18	agricultural	agricultural	ADJ
afs-72267	2201	19	research	research	NOUN
afs-72267	2201	20	.	.	PUNCT
afs-72267	2202	1	rev	rev	PROPN
afs-72267	2202	2	.	.	PUNCT
afs-72267	2202	3	marketing	marketing	PROPN
afs-72267	2202	4	agric	agric	PROPN
afs-72267	2202	5	.	.	PUNCT
afs-72267	2203	1	econ	econ	PROPN
afs-72267	2203	2	.	.	PUNCT
afs-72267	2204	1	42	42	NUM
afs-72267	2204	2	(	(	PUNCT
afs-72267	2204	3	2	2	NUM
afs-72267	2204	4	):	):	PUNCT
afs-72267	2204	5	95—105	95—105	NUM
afs-72267	2204	6	.	.	PUNCT
afs-72267	2204	7	doi	doi	PROPN
afs-72267	2205	1	i	i	PROPN
afs-72267	2205	2	,	,	PUNCT
afs-72267	2205	3	j.p	j.p	PROPN
afs-72267	2205	4	.	.	PROPN
afs-72267	2205	5	&	&	CCONJ
afs-72267	2205	6	orazem	orazem	PROPN
afs-72267	2205	7	,	,	PUNCT
afs-72267	2205	8	f.	f.	PROPN
afs-72267	2205	9	1978	1978	NUM
afs-72267	2205	10	.	.	PUNCT
afs-72267	2206	1	production	production	NOUN
afs-72267	2206	2	economics	economic	NOUN
afs-72267	2206	3	.	.	PUNCT
afs-72267	2207	1	470	470	NUM
afs-72267	2207	2	p.	p.	NOUN
afs-72267	2207	3	2nd	2nd	NOUN
afs-72267	2207	4	.	.	PUNCT
afs-72267	2208	1	ed	ed	NOUN
afs-72267	2208	2	.	.	PROPN
afs-72267	2208	3	usa	usa	PROPN
afs-72267	2208	4	.	.	PROPN
afs-72267	2208	5	draper	draper	PROPN
afs-72267	2208	6	,	,	PUNCT
afs-72267	2208	7	n.	n.	PROPN
afs-72267	2208	8	&	&	CCONJ
afs-72267	2208	9	smith	smith	PROPN
afs-72267	2208	10	,	,	PUNCT
afs-72267	2208	11	h.	h.	PROPN
afs-72267	2208	12	1981	1981	NUM
afs-72267	2208	13	.	.	PUNCT
afs-72267	2209	1	applied	apply	VERB
afs-72267	2209	2	regression	regression	NOUN
afs-72267	2209	3	analysis	analysis	NOUN
afs-72267	2209	4	.	.	PUNCT
afs-72267	2210	1	2nd	2nd	NOUN
afs-72267	2210	2	.	.	PUNCT
afs-72267	2211	1	ed	ed	NOUN
afs-72267	2211	2	.	.	PUNCT
afs-72267	2211	3	usa	usa	PROPN
afs-72267	2211	4	.	.	PROPN
afs-72267	2211	5	duncan	duncan	PROPN
afs-72267	2211	6	,	,	PUNCT
afs-72267	2211	7	r.c	r.c	PROPN
afs-72267	2211	8	.	.	PROPN
afs-72267	2211	9	1972	1972	NUM
afs-72267	2211	10	.	.	PUNCT
afs-72267	2212	1	evaluating	evaluate	VERB
afs-72267	2212	2	returns	return	NOUN
afs-72267	2212	3	to	to	ADP
afs-72267	2212	4	research	research	NOUN
afs-72267	2212	5	in	in	ADP
afs-72267	2212	6	pasture	pasture	NOUN
afs-72267	2212	7	improvement	improvement	NOUN
afs-72267	2212	8	.	.	PUNCT
afs-72267	2213	1	austr	austr	PROPN
afs-72267	2213	2	.	.	PUNCT
afs-72267	2214	1	j.	j.	PROPN
afs-72267	2214	2	agric	agric	PROPN
afs-72267	2214	3	.	.	PROPN
afs-72267	2215	1	econ	econ	PROPN
afs-72267	2215	2	.	.	PUNCT
afs-72267	2216	1	16	16	NUM
afs-72267	2216	2	(	(	PUNCT
afs-72267	2216	3	3	3	NUM
afs-72267	2216	4	):	):	PUNCT
afs-72267	2216	5	153—168	153—168	PROPN
afs-72267	2216	6	.	.	PUNCT
afs-72267	2217	1	edwards	edwards	PROPN
afs-72267	2217	2	,	,	PUNCT
afs-72267	2217	3	g.w	g.w	PROPN
afs-72267	2217	4	.	.	PROPN
afs-72267	2217	5	&	&	CCONJ
afs-72267	2217	6	freebairn	freebairn	PROPN
afs-72267	2217	7	,	,	PUNCT
afs-72267	2217	8	j.w	j.w	PROPN
afs-72267	2217	9	.	.	PROPN
afs-72267	2217	10	1981	1981	NUM
afs-72267	2217	11	.	.	PUNCT
afs-72267	2218	1	measuring	measure	VERB
afs-72267	2218	2	a	a	DET
afs-72267	2218	3	country	country	NOUN
afs-72267	2218	4	’s	’s	PART
afs-72267	2218	5	gains	gain	NOUN
afs-72267	2218	6	from	from	ADP
afs-72267	2218	7	research	research	NOUN
afs-72267	2218	8	:	:	PUNCT
afs-72267	2218	9	theory	theory	NOUN
afs-72267	2218	10	and	and	CCONJ
afs-72267	2218	11	application	application	NOUN
afs-72267	2218	12	to	to	ADP
afs-72267	2218	13	rural	rural	ADJ
afs-72267	2218	14	research	research	NOUN
afs-72267	2218	15	in	in	ADP
afs-72267	2218	16	australia	australia	PROPN
afs-72267	2218	17	.	.	PUNCT
afs-72267	2219	1	154	154	NUM
afs-72267	2219	2	p.	p.	NOUN
afs-72267	2219	3	canberra	canberra	PROPN
afs-72267	2219	4	.	.	PUNCT
afs-72267	2220	1	evenson	evenson	PROPN
afs-72267	2220	2	,	,	PUNCT
afs-72267	2220	3	r.e	r.e	PROPN
afs-72267	2220	4	,	,	PUNCT
afs-72267	2220	5	1967	1967	NUM
afs-72267	2220	6	.	.	PUNCT
afs-72267	2221	1	the	the	DET
afs-72267	2221	2	contribution	contribution	NOUN
afs-72267	2221	3	of	of	ADP
afs-72267	2221	4	agricultural	agricultural	ADJ
afs-72267	2221	5	research	research	NOUN
afs-72267	2221	6	to	to	ADP
afs-72267	2221	7	production	production	NOUN
afs-72267	2221	8	.	.	PUNCT
afs-72267	2222	1	j	j	PROPN
afs-72267	2222	2	,	,	PUNCT
afs-72267	2222	3	farm	farm	NOUN
afs-72267	2222	4	econ	econ	PROPN
afs-72267	2222	5	,	,	PUNCT
afs-72267	2222	6	49	49	NUM
afs-72267	2222	7	(	(	PUNCT
afs-72267	2222	8	5	5	NUM
afs-72267	2222	9	):	):	PUNCT
afs-72267	2222	10	1415	1415	NUM
afs-72267	2222	11	1434	1434	NUM
afs-72267	2222	12	.	.	PUNCT
afs-72267	2223	1	1971	1971	NUM
afs-72267	2223	2	.	.	PUNCT
afs-72267	2224	1	economic	economic	ADJ
afs-72267	2224	2	aspects	aspect	NOUN
afs-72267	2224	3	of	of	ADP
afs-72267	2224	4	the	the	DET
afs-72267	2224	5	organization	organization	NOUN
afs-72267	2224	6	of	of	ADP
afs-72267	2224	7	agricultural	agricultural	ADJ
afs-72267	2224	8	research	research	NOUN
afs-72267	2224	9	(	(	PUNCT
afs-72267	2224	10	pp	pp	ADJ
afs-72267	2224	11	.	.	PUNCT
afs-72267	2225	1	163—182	163—182	PROPN
afs-72267	2225	2	in	in	ADP
afs-72267	2225	3	ed	ed	PROPN
afs-72267	2225	4	.	.	PUNCT
afs-72267	2226	1	fishel	fishel	PROPN
afs-72267	2226	2	1971	1971	NUM
afs-72267	2226	3	)	)	PUNCT
afs-72267	2226	4	.	.	PUNCT
afs-72267	2227	1	1977	1977	NUM
afs-72267	2227	2	.	.	PUNCT
afs-72267	2228	1	comparative	comparative	ADJ
afs-72267	2228	2	evidence	evidence	NOUN
afs-72267	2228	3	on	on	ADP
afs-72267	2228	4	returns	return	NOUN
afs-72267	2228	5	to	to	ADP
afs-72267	2228	6	investment	investment	NOUN
afs-72267	2228	7	in	in	ADP
afs-72267	2228	8	national	national	ADJ
afs-72267	2228	9	and	and	CCONJ
afs-72267	2228	10	international	international	ADJ
afs-72267	2228	11	research	research	NOUN
afs-72267	2228	12	institutions	institution	NOUN
afs-72267	2228	13	,	,	PUNCT
afs-72267	2228	14	(	(	PUNCT
afs-72267	2228	15	pp	pp	INTJ
afs-72267	2228	16	,	,	PUNCT
afs-72267	2228	17	237—263	237—263	PROPN
afs-72267	2228	18	in	in	ADP
afs-72267	2228	19	ed	ed	NOUN
afs-72267	2228	20	.	.	PUNCT
afs-72267	2229	1	arndt	arndt	PROPN
afs-72267	2229	2	et	et	PROPN
afs-72267	2229	3	al	al	PROPN
afs-72267	2229	4	.	.	PROPN
afs-72267	2229	5	)	)	PUNCT
afs-72267	2230	1	evenson	evenson	PROPN
afs-72267	2230	2	,	,	PUNCT
afs-72267	2230	3	r.e	r.e	PROPN
afs-72267	2230	4	.	.	PROPN
afs-72267	2230	5	&	&	CCONJ
afs-72267	2230	6	kislev	kislev	PROPN
afs-72267	2230	7	,	,	PUNCT
afs-72267	2230	8	y.	y.	PROPN
afs-72267	2230	9	1975	1975	NUM
afs-72267	2230	10	.	.	PUNCT
afs-72267	2231	1	agricultural	agricultural	ADJ
afs-72267	2231	2	research	research	NOUN
afs-72267	2231	3	and	and	CCONJ
afs-72267	2231	4	productivity	productivity	NOUN
afs-72267	2231	5	.	.	PUNCT
afs-72267	2232	1	205	205	NUM
afs-72267	2232	2	p.	p.	PROPN
afs-72267	2232	3	usa	usa	PROPN
afs-72267	2232	4	.	.	PROPN
afs-72267	2232	5	evenson	evenson	PROPN
afs-72267	2232	6	,	,	PUNCT
afs-72267	2232	7	r.e	r.e	PROPN
afs-72267	2232	8	.	.	PROPN
afs-72267	2232	9	,	,	PUNCT
afs-72267	2232	10	waggoner	waggoner	PROPN
afs-72267	2232	11	,	,	PUNCT
afs-72267	2232	12	p.e	p.e	PROPN
afs-72267	2232	13	.	.	PROPN
afs-72267	2232	14	&	&	CCONJ
afs-72267	2232	15	ruttan	ruttan	PROPN
afs-72267	2232	16	,	,	PUNCT
afs-72267	2232	17	v.w	v.w	PROPN
afs-72267	2232	18	.	.	PROPN
afs-72267	2232	19	1979	1979	NUM
afs-72267	2232	20	.	.	PUNCT
afs-72267	2233	1	economic	economic	ADJ
afs-72267	2233	2	benefits	benefit	NOUN
afs-72267	2233	3	from	from	ADP
afs-72267	2233	4	research	research	NOUN
afs-72267	2233	5	:	:	PUNCT
afs-72267	2233	6	an	an	DET
afs-72267	2233	7	example	example	NOUN
afs-72267	2233	8	from	from	ADP
afs-72267	2233	9	agriculture	agriculture	NOUN
afs-72267	2233	10	.	.	PUNCT
afs-72267	2234	1	science	science	NOUN
afs-72267	2234	2	205	205	NUM
afs-72267	2234	3	:	:	PUNCT
afs-72267	2234	4	1101	1101	NUM
afs-72267	2234	5	—	—	PUNCT
afs-72267	2234	6	llo7	llo7	PROPN
afs-72267	2234	7	.	.	PUNCT
afs-72267	2235	1	fishel	fishel	PROPN
afs-72267	2235	2	,	,	PUNCT
afs-72267	2235	3	w.l	w.l	PROPN
afs-72267	2235	4	.	.	PROPN
afs-72267	2235	5	1971	1971	NUM
afs-72267	2235	6	.	.	PUNCT
afs-72267	2236	1	resource	resource	NOUN
afs-72267	2236	2	allocation	allocation	NOUN
afs-72267	2236	3	in	in	ADP
afs-72267	2236	4	agricultural	agricultural	ADJ
afs-72267	2236	5	research	research	NOUN
afs-72267	2236	6	.	.	PUNCT
afs-72267	2237	1	391	391	NUM
afs-72267	2237	2	p.	p.	PROPN
afs-72267	2237	3	minneapolis	minneapolis	PROPN
afs-72267	2237	4	.	.	PUNCT
afs-72267	2238	1	usa	usa	PROPN
afs-72267	2238	2	.	.	PROPN
afs-72267	2238	3	fomby	fomby	PROPN
afs-72267	2238	4	,	,	PUNCT
afs-72267	2238	5	t.8	t.8	NOUN
afs-72267	2238	6	.	.	NOUN
afs-72267	2238	7	,	,	PUNCT
afs-72267	2238	8	carter	carter	PROPN
afs-72267	2238	9	hill	hill	PROPN
afs-72267	2238	10	,	,	PUNCT
afs-72267	2238	11	r.	r.	PROPN
afs-72267	2238	12	&	&	CCONJ
afs-72267	2238	13	johnson	johnson	PROPN
afs-72267	2238	14	,	,	PUNCT
afs-72267	2238	15	s.r	s.r	PROPN
afs-72267	2238	16	.	.	PROPN
afs-72267	2238	17	1984	1984	NUM
afs-72267	2238	18	.	.	PUNCT
afs-72267	2239	1	advanced	advanced	ADJ
afs-72267	2239	2	econometric	econometric	ADJ
afs-72267	2239	3	methods	method	NOUN
afs-72267	2239	4	.	.	PUNCT
afs-72267	2240	1	624	624	NUM
afs-72267	2240	2	p.	p.	PROPN
afs-72267	2240	3	usa	usa	PROPN
afs-72267	2240	4	.	.	PROPN
afs-72267	2240	5	freebairn	freebairn	PROPN
afs-72267	2240	6	,	,	PUNCT
afs-72267	2240	7	j.w	j.w	PROPN
afs-72267	2240	8	.	.	PROPN
afs-72267	2240	9	,	,	PUNCT
afs-72267	2240	10	davis	davis	PROPN
afs-72267	2240	11	,	,	PUNCT
afs-72267	2240	12	j.s	j.s	PROPN
afs-72267	2240	13	.	.	PROPN
afs-72267	2240	14	&	&	CCONJ
afs-72267	2240	15	edwards	edwards	PROPN
afs-72267	2240	16	,	,	PUNCT
afs-72267	2240	17	g.w	g.w	PROPN
afs-72267	2240	18	.	.	PROPN
afs-72267	2240	19	1982	1982	NUM
afs-72267	2240	20	.	.	PUNCT
afs-72267	2241	1	distribution	distribution	NOUN
afs-72267	2241	2	of	of	ADP
afs-72267	2241	3	research	research	NOUN
afs-72267	2241	4	gains	gain	NOUN
afs-72267	2241	5	in	in	ADP
afs-72267	2241	6	multistage	multistage	NOUN
afs-72267	2241	7	production	production	NOUN
afs-72267	2241	8	systems	system	NOUN
afs-72267	2241	9	.	.	PUNCT
afs-72267	2242	1	amer	amer	PROPN
afs-72267	2242	2	.	.	PUNCT
afs-72267	2243	1	j.	j.	PROPN
afs-72267	2243	2	agric	agric	PROPN
afs-72267	2243	3	.	.	PROPN
afs-72267	2244	1	econ	econ	PROPN
afs-72267	2244	2	.	.	PUNCT
afs-72267	2245	1	64	64	NUM
afs-72267	2245	2	(	(	PUNCT
afs-72267	2245	3	1	1	NUM
afs-72267	2245	4	):	):	PUNCT
afs-72267	2245	5	39—46	39—46	NUM
afs-72267	2245	6	.	.	PUNCT
afs-72267	2245	7	griliches	griliche	NOUN
afs-72267	2245	8	,	,	PUNCT
afs-72267	2245	9	z.	z.	PROPN
afs-72267	2245	10	1958	1958	NUM
afs-72267	2245	11	.	.	PUNCT
afs-72267	2246	1	research	research	NOUN
afs-72267	2246	2	costs	cost	NOUN
afs-72267	2246	3	and	and	CCONJ
afs-72267	2246	4	social	social	ADJ
afs-72267	2246	5	returns	return	NOUN
afs-72267	2246	6	:	:	PUNCT
afs-72267	2246	7	hybrid	hybrid	ADJ
afs-72267	2246	8	corn	corn	NOUN
afs-72267	2246	9	and	and	CCONJ
afs-72267	2246	10	related	related	ADJ
afs-72267	2246	11	innovations	innovation	NOUN
afs-72267	2246	12	.	.	PUNCT
afs-72267	2247	1	journal	journal	NOUN
afs-72267	2247	2	of	of	ADP
afs-72267	2247	3	political	political	ADJ
afs-72267	2247	4	economy	economy	NOUN
afs-72267	2247	5	66	66	NUM
afs-72267	2247	6	:	:	PUNCT
afs-72267	2248	1	419—341	419—341	NOUN
afs-72267	2248	2	.	.	PUNCT
afs-72267	2249	1	1963	1963	NUM
afs-72267	2249	2	a.	a.	NOUN
afs-72267	2249	3	sources	source	NOUN
afs-72267	2249	4	of	of	ADP
afs-72267	2249	5	measured	measure	VERB
afs-72267	2249	6	productivity	productivity	NOUN
afs-72267	2249	7	growth	growth	NOUN
afs-72267	2249	8	.	.	PUNCT
afs-72267	2250	1	journal	journal	NOUN
afs-72267	2250	2	of	of	ADP
afs-72267	2250	3	political	political	ADJ
afs-72267	2250	4	economy	economy	NOUN
afs-72267	2250	5	71	71	NUM
afs-72267	2250	6	:	:	PUNCT
afs-72267	2251	1	331—346	331—346	NUM
afs-72267	2251	2	.	.	PUNCT
afs-72267	2252	1	1963	1963	NUM
afs-72267	2252	2	b.	b.	PROPN
afs-72267	2252	3	estimates	estimate	NOUN
afs-72267	2252	4	of	of	ADP
afs-72267	2252	5	the	the	DET
afs-72267	2252	6	aggregate	aggregate	ADJ
afs-72267	2252	7	agricultural	agricultural	ADJ
afs-72267	2252	8	production	production	NOUN
afs-72267	2252	9	function	function	NOUN
afs-72267	2252	10	from	from	ADP
afs-72267	2252	11	cross	cross	ADJ
afs-72267	2252	12	-	-	ADJ
afs-72267	2252	13	sectional	sectional	ADJ
afs-72267	2252	14	data	datum	NOUN
afs-72267	2252	15	.	.	PUNCT
afs-72267	2253	1	j.	j.	PROPN
afs-72267	2253	2	farm	farm	PROPN
afs-72267	2253	3	econ	econ	PROPN
afs-72267	2253	4	.	.	PUNCT
afs-72267	2254	1	45	45	NUM
afs-72267	2254	2	:	:	PUNCT
afs-72267	2254	3	419—428	419—428	NUM
afs-72267	2254	4	.	.	PUNCT
afs-72267	2254	5	1964	1964	NUM
afs-72267	2254	6	.	.	PUNCT
afs-72267	2255	1	research	research	NOUN
afs-72267	2255	2	expenditure	expenditure	NOUN
afs-72267	2255	3	,	,	PUNCT
afs-72267	2255	4	education	education	NOUN
afs-72267	2255	5	and	and	CCONJ
afs-72267	2255	6	the	the	DET
afs-72267	2255	7	aggregate	aggregate	ADJ
afs-72267	2255	8	agricultural	agricultural	ADJ
afs-72267	2255	9	production	production	NOUN
afs-72267	2255	10	function	function	NOUN
afs-72267	2255	11	.	.	PUNCT
afs-72267	2256	1	amer	amer	PROPN
afs-72267	2256	2	.	.	PROPN
afs-72267	2256	3	econ	econ	PROPN
afs-72267	2256	4	.	.	PUNCT
afs-72267	2257	1	rev	rev	PROPN
afs-72267	2257	2	.	.	PROPN
afs-72267	2257	3	54	54	NUM
afs-72267	2257	4	(	(	PUNCT
afs-72267	2257	5	6	6	NUM
afs-72267	2257	6	):	):	PUNCT
afs-72267	2257	7	961—974	961—974	NUM
afs-72267	2257	8	.	.	PUNCT
afs-72267	2257	9	1980	1980	NUM
afs-72267	2257	10	.	.	PUNCT
afs-72267	2258	1	returns	return	NOUN
afs-72267	2258	2	to	to	ADP
afs-72267	2258	3	research	research	NOUN
afs-72267	2258	4	and	and	CCONJ
afs-72267	2258	5	development	development	NOUN
afs-72267	2258	6	expenditures	expenditure	NOUN
afs-72267	2258	7	in	in	ADP
afs-72267	2258	8	the	the	DET
afs-72267	2258	9	private	private	ADJ
afs-72267	2258	10	sector	sector	NOUN
afs-72267	2258	11	(	(	PUNCT
afs-72267	2258	12	pp	pp	ADV
afs-72267	2258	13	.	.	PUNCT
afs-72267	2259	1	419—461	419—461	NOUN
afs-72267	2259	2	in	in	ADP
afs-72267	2259	3	ed	ed	PROPN
afs-72267	2259	4	.	.	PUNCT
afs-72267	2260	1	kendrick	kendrick	PROPN
afs-72267	2260	2	&	&	CCONJ
afs-72267	2260	3	vaccara	vaccara	PROPN
afs-72267	2260	4	1980	1980	NUM
afs-72267	2260	5	)	)	PUNCT
afs-72267	2260	6	.	.	PUNCT
afs-72267	2261	1	hayami	hayami	NOUN
afs-72267	2261	2	,	,	PUNCT
afs-72267	2261	3	y.	y.	PROPN
afs-72267	2261	4	&	&	CCONJ
afs-72267	2261	5	ruttan	ruttan	PROPN
afs-72267	2261	6	,	,	PUNCT
afs-72267	2261	7	v.w	v.w	PROPN
afs-72267	2261	8	.	.	PROPN
afs-72267	2261	9	1971	1971	NUM
afs-72267	2261	10	.	.	PUNCT
afs-72267	2262	1	agricultural	agricultural	ADJ
afs-72267	2262	2	development	development	NOUN
afs-72267	2262	3	,	,	PUNCT
afs-72267	2262	4	an	an	DET
afs-72267	2262	5	international	international	ADJ
afs-72267	2262	6	perspective	perspective	NOUN
afs-72267	2262	7	.	.	PUNCT
afs-72267	2263	1	367	367	NUM
afs-72267	2263	2	p.	p.	PROPN
afs-72267	2263	3	usa	usa	PROPN
afs-72267	2263	4	.	.	PROPN
afs-72267	2264	1	heady	heady	PROPN
afs-72267	2264	2	,	,	PUNCT
afs-72267	2264	3	e.o	e.o	PROPN
afs-72267	2264	4	.	.	PROPN
afs-72267	2264	5	&	&	CCONJ
afs-72267	2264	6	dillon	dillon	PROPN
afs-72267	2264	7	,	,	PUNCT
afs-72267	2264	8	j.l	j.l	PROPN
afs-72267	2264	9	.	.	PROPN
afs-72267	2264	10	1961	1961	NUM
afs-72267	2264	11	.	.	PUNCT
afs-72267	2265	1	agricultural	agricultural	ADJ
afs-72267	2265	2	production	production	NOUN
afs-72267	2265	3	functions	function	NOUN
afs-72267	2265	4	.	.	PUNCT
afs-72267	2266	1	667	667	NUM
afs-72267	2266	2	p.	p.	NOUN
afs-72267	2266	3	ann	ann	PROPN
afs-72267	2266	4	arbor	arbor	PROPN
afs-72267	2266	5	,	,	PUNCT
afs-72267	2266	6	usa	usa	PROPN
afs-72267	2266	7	.	.	PROPN
afs-72267	2266	8	heertje	heertje	PROPN
afs-72267	2266	9	,	,	PUNCT
afs-72267	2266	10	a.	a.	NOUN
afs-72267	2266	11	1977	1977	NUM
afs-72267	2266	12	.	.	PUNCT
afs-72267	2267	1	economics	economics	PROPN
afs-72267	2267	2	&	&	CCONJ
afs-72267	2267	3	technical	technical	ADJ
afs-72267	2267	4	change	change	NOUN
afs-72267	2267	5	.	.	PUNCT
afs-72267	2268	1	334	334	NUM
afs-72267	2268	2	p.	p.	PROPN
afs-72267	2268	3	london	london	PROPN
afs-72267	2268	4	,	,	PUNCT
afs-72267	2268	5	helander	helander	PROPN
afs-72267	2268	6	,	,	PUNCT
afs-72267	2268	7	e.	e.	PROPN
afs-72267	2268	8	1985	1985	NUM
afs-72267	2268	9	.	.	PUNCT
afs-72267	2269	1	vad	vad	PROPN
afs-72267	2269	2	är	är	PROPN
afs-72267	2269	3	bra	bra	NOUN
afs-72267	2269	4	forskning	forskning	NOUN
afs-72267	2269	5	.	.	PUNCT
afs-72267	2270	1	report	report	NOUN
afs-72267	2270	2	from	from	ADP
afs-72267	2270	3	workshop	workshop	NOUN
afs-72267	2270	4	on	on	ADP
afs-72267	2270	5	research	research	NOUN
afs-72267	2270	6	on	on	ADP
afs-72267	2270	7	agricultural	agricultural	ADJ
afs-72267	2270	8	research	research	NOUN
afs-72267	2270	9	,	,	PUNCT
afs-72267	2270	10	ekenäs	ekenäs	PROPN
afs-72267	2270	11	gärd	gärd	PROPN
afs-72267	2270	12	,	,	PUNCT
afs-72267	2270	13	sweden	sweden	PROPN
afs-72267	2270	14	19.—22	19.—22	NUM
afs-72267	2270	15	.	.	PUNCT
afs-72267	2271	1	3	3	NUM
afs-72267	2271	2	.	.	NOUN
afs-72267	2271	3	1985	1985	NUM
afs-72267	2271	4	.	.	PUNCT
afs-72267	2272	1	assoc	assoc	PROPN
afs-72267	2272	2	.	.	PUNCT
afs-72267	2273	1	nordic	nordic	PROPN
afs-72267	2273	2	agric	agric	PROPN
afs-72267	2273	3	.	.	PUNCT
afs-72267	2274	1	scient	scient	PROPN
afs-72267	2274	2	.	.	PUNCT
afs-72267	2275	1	sect	sect	NOUN
afs-72267	2275	2	.	.	PUNCT
afs-72267	2276	1	ix	ix	INTJ
afs-72267	2276	2	.	.	PUNCT
afs-72267	2276	3	hemilä	hemilä	PROPN
afs-72267	2276	4	,	,	PUNCT
afs-72267	2276	5	k.	k.	PROPN
afs-72267	2276	6	1982	1982	NUM
afs-72267	2276	7	.	.	PUNCT
afs-72267	2277	1	measuring	measure	VERB
afs-72267	2277	2	technological	technological	ADJ
afs-72267	2277	3	change	change	NOUN
afs-72267	2277	4	in	in	ADP
afs-72267	2277	5	agriculture	agriculture	NOUN
afs-72267	2277	6	.	.	PUNCT
afs-72267	2278	1	an	an	DET
afs-72267	2278	2	application	application	NOUN
afs-72267	2278	3	based	base	VERB
afs-72267	2278	4	on	on	ADP
afs-72267	2278	5	the	the	DET
afs-72267	2278	6	ces	ce	NOUN
afs-72267	2278	7	production	production	NOUN
afs-72267	2278	8	function	function	NOUN
afs-72267	2278	9	.	.	PUNCT
afs-72267	2279	1	j.	j.	PROPN
afs-72267	2279	2	of	of	ADP
afs-72267	2279	3	scient	scient	PROPN
afs-72267	2279	4	.	.	PUNCT
afs-72267	2280	1	agric	agric	PROPN
afs-72267	2280	2	.	.	PUNCT
afs-72267	2280	3	soc	soc	PROPN
afs-72267	2280	4	.	.	PUNCT
afs-72267	2281	1	finl	finl	NOUN
afs-72267	2281	2	.	.	PUNCT
afs-72267	2282	1	54	54	NUM
afs-72267	2282	2	(	(	PUNCT
afs-72267	2282	3	3	3	NUM
afs-72267	2282	4	):	):	PUNCT
afs-72267	2282	5	171—223	171—223	PROPN
afs-72267	2282	6	.	.	PUNCT
afs-72267	2283	1	herruzo	herruzo	PROPN
afs-72267	2283	2	,	,	PUNCT
afs-72267	2283	3	a.c	a.c	PROPN
afs-72267	2283	4	.	.	PROPN
afs-72267	2283	5	1985	1985	NUM
afs-72267	2283	6	.	.	PUNCT
afs-72267	2284	1	returns	return	NOUN
afs-72267	2284	2	to	to	ADP
afs-72267	2284	3	agricultural	agricultural	ADJ
afs-72267	2284	4	research	research	NOUN
afs-72267	2284	5	:	:	PUNCT
afs-72267	2284	6	the	the	DET
afs-72267	2284	7	case	case	NOUN
afs-72267	2284	8	of	of	ADP
afs-72267	2284	9	rice	rice	NOUN
afs-72267	2284	10	breeding	breeding	NOUN
afs-72267	2284	11	in	in	ADP
afs-72267	2284	12	spain	spain	PROPN
afs-72267	2284	13	.	.	PUNCT
afs-72267	2285	1	eur	eur	PROPN
afs-72267	2285	2	.	.	PUNCT
afs-72267	2285	3	r.	r.	PROPN
afs-72267	2285	4	agr	agr	PROPN
afs-72267	2285	5	.	.	PUNCT
afs-72267	2286	1	econ	econ	PROPN
afs-72267	2286	2	.	.	PUNCT
afs-72267	2287	1	12	12	NUM
afs-72267	2287	2	(	(	PUNCT
afs-72267	2287	3	3	3	NUM
afs-72267	2287	4	)	)	PUNCT
afs-72267	2287	5	;	;	PUNCT
afs-72267	2288	1	265—282	265—282	PROPN
afs-72267	2288	2	.	.	PUNCT
afs-72267	2289	1	hertford	hertford	PROPN
afs-72267	2289	2	,	,	PUNCT
afs-72267	2289	3	r	r	PROPN
afs-72267	2289	4	,	,	PUNCT
afs-72267	2289	5	&	&	CCONJ
afs-72267	2289	6	schmitz	schmitz	PROPN
afs-72267	2289	7	,	,	PUNCT
afs-72267	2289	8	a.	a.	NOUN
afs-72267	2289	9	1977	1977	NUM
afs-72267	2289	10	.	.	PUNCT
afs-72267	2290	1	measuring	measure	VERB
afs-72267	2290	2	economic	economic	ADJ
afs-72267	2290	3	returns	return	NOUN
afs-72267	2290	4	to	to	PART
afs-72267	2290	5	agriculturalresearch	agriculturalresearch	VERB
afs-72267	2290	6	(	(	PUNCT
afs-72267	2290	7	pp	pp	ADJ
afs-72267	2290	8	.	.	PUNCT
afs-72267	2291	1	148—167	148—167	NUM
afs-72267	2291	2	in	in	ADP
afs-72267	2291	3	ed	ed	NOUN
afs-72267	2291	4	.	.	PUNCT
afs-72267	2292	1	arndt	arndt	PROPN
afs-72267	2292	2	et	et	PROPN
afs-72267	2292	3	al	al	PROPN
afs-72267	2292	4	.	.	PROPN
afs-72267	2292	5	1977	1977	NUM
afs-72267	2292	6	)	)	PUNCT
afs-72267	2292	7	.	.	PUNCT
afs-72267	2293	1	ihamuotila	ihamuotila	PROPN
afs-72267	2293	2	,	,	PUNCT
afs-72267	2293	3	r.	r.	PROPN
afs-72267	2293	4	1972	1972	NUM
afs-72267	2293	5	.	.	PUNCT
afs-72267	2294	1	productivity	productivity	NOUN
afs-72267	2294	2	and	and	CCONJ
afs-72267	2294	3	aggregate	aggregate	ADJ
afs-72267	2294	4	production	production	NOUN
afs-72267	2294	5	functions	function	NOUN
afs-72267	2294	6	in	in	ADP
afs-72267	2294	7	the	the	DET
afs-72267	2294	8	finnish	finnish	ADJ
afs-72267	2294	9	agricultural	agricultural	ADJ
afs-72267	2294	10	sector	sector	NOUN
afs-72267	2294	11	1950—1969.pubi	1950—1969.pubi	PROPN
afs-72267	2294	12	.	.	PROPN
afs-72267	2294	13	agric	agric	PROPN
afs-72267	2294	14	.	.	PUNCT
afs-72267	2294	15	econ	econ	PROPN
afs-72267	2294	16	.	.	PUNCT
afs-72267	2295	1	res	res	PROPN
afs-72267	2295	2	.	.	PROPN
afs-72267	2295	3	inst	inst	PROPN
afs-72267	2295	4	.	.	PUNCT
afs-72267	2296	1	finl	finl	NOUN
afs-72267	2296	2	.	.	PUNCT
afs-72267	2297	1	25	25	NUM
afs-72267	2297	2	.	.	X
afs-72267	2297	3	88	88	NUM
afs-72267	2298	1	p.	p.	NOUN
afs-72267	2298	2	helsinki	helsinki	PROPN
afs-72267	2298	3	.	.	PUNCT
afs-72267	2299	1	1983	1983	NUM
afs-72267	2299	2	.	.	PUNCT
afs-72267	2300	1	suomen	suomen	PROPN
afs-72267	2300	2	maatalouselinkeinon	maatalouselinkeinon	PROPN
afs-72267	2300	3	pääomakanta	pääomakanta	PROPN
afs-72267	2300	4	ja	ja	PROPN
afs-72267	2300	5	velkaisuusaste	velkaisuusaste	PROPN
afs-72267	2300	6	1961	1961	NUM
afs-72267	2300	7	—	—	PUNCT
afs-72267	2300	8	l9bo	l9bo	X
afs-72267	2300	9	.	.	PUNCT
afs-72267	2301	1	helsingin	helsingin	PROPN
afs-72267	2301	2	yliopiston	yliopiston	PROPN
afs-72267	2301	3	maatalousekonomian	maatalousekonomian	PROPN
afs-72267	2301	4	laitoksen	laitoksen	PROPN
afs-72267	2301	5	julk	julk	PROPN
afs-72267	2301	6	.	.	PUNCT
afs-72267	2302	1	10	10	NUM
afs-72267	2302	2	,	,	PUNCT
afs-72267	2302	3	138	138	NUM
afs-72267	2302	4	p.	p.	NOUN
afs-72267	2302	5	helsinki	helsinki	PROPN
afs-72267	2302	6	.	.	PUNCT
afs-72267	2302	7	ihamuotila	ihamuotila	PROPN
afs-72267	2302	8	,	,	PUNCT
afs-72267	2302	9	r.	r.	PROPN
afs-72267	2302	10	&	&	CCONJ
afs-72267	2302	11	stanton	stanton	PROPN
afs-72267	2302	12	,	,	PUNCT
afs-72267	2302	13	b.f	b.f	PROPN
afs-72267	2302	14	.	.	PROPN
afs-72267	2302	15	1970	1970	NUM
afs-72267	2302	16	.	.	PUNCT
afs-72267	2303	1	a	a	DET
afs-72267	2303	2	balance	balance	NOUN
afs-72267	2303	3	sheet	sheet	NOUN
afs-72267	2303	4	of	of	ADP
afs-72267	2303	5	agriculture	agriculture	NOUN
afs-72267	2303	6	for	for	ADP
afs-72267	2303	7	finland	finland	PROPN
afs-72267	2303	8	1948—1964	1948—1964	NUM
afs-72267	2303	9	.	.	PUNCT
afs-72267	2304	1	pubi	pubi	ADJ
afs-72267	2304	2	.	.	PUNCT
afs-72267	2305	1	agric	agric	PROPN
afs-72267	2305	2	.	.	PUNCT
afs-72267	2306	1	econ	econ	PROPN
afs-72267	2306	2	.	.	PUNCT
afs-72267	2307	1	res	res	PROPN
afs-72267	2307	2	.	.	PROPN
afs-72267	2307	3	inst	inst	PROPN
afs-72267	2307	4	.	.	PUNCT
afs-72267	2308	1	finl	finl	NOUN
afs-72267	2308	2	,	,	PUNCT
afs-72267	2308	3	20	20	NUM
afs-72267	2308	4	.	.	NUM
afs-72267	2308	5	122	122	NUM
afs-72267	2309	1	p.	p.	PROPN
afs-72267	2309	2	helsinki	helsinki	PROPN
afs-72267	2309	3	,	,	PUNCT
afs-72267	2309	4	339	339	NUM
afs-72267	2309	5	jarrett	jarrett	PROPN
afs-72267	2309	6	,	,	PUNCT
afs-72267	2309	7	f.	f.	PROPN
afs-72267	2309	8	&	&	CCONJ
afs-72267	2309	9	lindner	lindner	PROPN
afs-72267	2309	10	,	,	PUNCT
afs-72267	2309	11	r.k	r.k	PROPN
afs-72267	2309	12	.	.	PROPN
afs-72267	2309	13	1977	1977	NUM
afs-72267	2309	14	.	.	PUNCT
afs-72267	2310	1	research	research	NOUN
afs-72267	2310	2	benefits	benefit	NOUN
afs-72267	2310	3	revisited	revisit	VERB
afs-72267	2310	4	.	.	PUNCT
afs-72267	2311	1	rev	rev	PROPN
afs-72267	2311	2	.	.	PUNCT
afs-72267	2311	3	marketing	marketing	PROPN
afs-72267	2311	4	agric	agric	PROPN
afs-72267	2311	5	.	.	PUNCT
afs-72267	2312	1	econ	econ	PROPN
afs-72267	2312	2	.	.	PUNCT
afs-72267	2313	1	45	45	NUM
afs-72267	2313	2	(	(	PUNCT
afs-72267	2313	3	4	4	NUM
afs-72267	2313	4	)	)	PUNCT
afs-72267	2313	5	;	;	PUNCT
afs-72267	2314	1	167—178	167—178	X
afs-72267	2314	2	.	.	PUNCT
afs-72267	2315	1	kahlon	kahlon	NOUN
afs-72267	2315	2	,	,	PUNCT
afs-72267	2315	3	a.s	a.s	PROPN
afs-72267	2315	4	.	.	PROPN
afs-72267	2315	5	,	,	PUNCT
afs-72267	2315	6	saxena	saxena	PROPN
afs-72267	2315	7	,	,	PUNCT
afs-72267	2315	8	p.n	p.n	PROPN
afs-72267	2315	9	.	.	PROPN
afs-72267	2315	10	,	,	PUNCT
afs-72267	2315	11	bal	bal	PROPN
afs-72267	2315	12	,	,	PUNCT
afs-72267	2315	13	h.k	h.k	PROPN
afs-72267	2315	14	.	.	PROPN
afs-72267	2315	15	&	&	CCONJ
afs-72267	2315	16	dayanath	dayanath	PROPN
afs-72267	2315	17	,	,	PUNCT
afs-72267	2315	18	j.	j.	PROPN
afs-72267	2315	19	1977	1977	NUM
afs-72267	2315	20	.	.	PUNCT
afs-72267	2316	1	returns	return	NOUN
afs-72267	2316	2	to	to	ADP
afs-72267	2316	3	investment	investment	NOUN
afs-72267	2316	4	in	in	ADP
afs-72267	2316	5	agricultural	agricultural	ADJ
afs-72267	2316	6	research	research	NOUN
afs-72267	2316	7	(	(	PUNCT
afs-72267	2316	8	pp	pp	ADJ
afs-72267	2316	9	.	.	PUNCT
afs-72267	2317	1	124—147	124—147	NOUN
afs-72267	2317	2	in	in	ADP
afs-72267	2317	3	ed	ed	NOUN
afs-72267	2317	4	.	.	PUNCT
afs-72267	2318	1	arndt	arndt	PROPN
afs-72267	2318	2	et	et	PROPN
afs-72267	2318	3	al	al	PROPN
afs-72267	2318	4	.	.	PROPN
afs-72267	2318	5	1977	1977	NUM
afs-72267	2318	6	)	)	PUNCT
afs-72267	2318	7	.	.	PUNCT
afs-72267	2319	1	kendrick	kendrick	PROPN
afs-72267	2319	2	,	,	PUNCT
afs-72267	2319	3	j.w	j.w	PROPN
afs-72267	2319	4	.	.	PROPN
afs-72267	2319	5	&	&	CCONJ
afs-72267	2319	6	vaccara	vaccara	PROPN
afs-72267	2319	7	,	,	PUNCT
afs-72267	2319	8	b.n	b.n	PROPN
afs-72267	2319	9	.	.	PROPN
afs-72267	2319	10	1980	1980	NUM
afs-72267	2319	11	.	.	PUNCT
afs-72267	2320	1	new	new	ADJ
afs-72267	2320	2	developments	development	NOUN
afs-72267	2320	3	in	in	ADP
afs-72267	2320	4	productivity	productivity	NOUN
afs-72267	2320	5	measurement	measurement	NOUN
afs-72267	2320	6	and	and	CCONJ
afs-72267	2320	7	analysis	analysis	NOUN
afs-72267	2320	8	.	.	PUNCT
afs-72267	2321	1	717	717	NUM
afs-72267	2321	2	p.	p.	NOUN
afs-72267	2321	3	chicago	chicago	PROPN
afs-72267	2321	4	.	.	PUNCT
afs-72267	2322	1	usa	usa	PROPN
afs-72267	2322	2	.	.	PROPN
afs-72267	2322	3	kertomus	kertomus	PROPN
afs-72267	2322	4	suomen	suomen	PROPN
afs-72267	2322	5	akatemian	akatemian	PROPN
afs-72267	2322	6	toiminnasta	toiminnasta	PROPN
afs-72267	2322	7	1975—83	1975—83	NUM
afs-72267	2322	8	.	.	PUNCT
afs-72267	2323	1	annual	annual	ADJ
afs-72267	2323	2	reports	report	NOUN
afs-72267	2323	3	from	from	ADP
afs-72267	2323	4	the	the	DET
afs-72267	2323	5	academy	academy	NOUN
afs-72267	2323	6	of	of	ADP
afs-72267	2323	7	finland	finland	PROPN
afs-72267	2323	8	.	.	PUNCT
afs-72267	2324	1	kettunen	kettunen	PROPN
afs-72267	2324	2	,	,	PUNCT
afs-72267	2324	3	l.	l.	PROPN
afs-72267	2324	4	1985	1985	NUM
afs-72267	2324	5	.	.	PUNCT
afs-72267	2325	1	finnish	finnish	ADJ
afs-72267	2325	2	agriculture	agriculture	NOUN
afs-72267	2325	3	1985	1985	NUM
afs-72267	2325	4	.	.	PUNCT
afs-72267	2326	1	pubi	pubi	ADJ
afs-72267	2326	2	.	.	PUNCT
afs-72267	2327	1	agric	agric	PROPN
afs-72267	2327	2	.	.	PUNCT
afs-72267	2328	1	econ	econ	PROPN
afs-72267	2328	2	.	.	PUNCT
afs-72267	2329	1	res	res	PROPN
afs-72267	2329	2	.	.	PROPN
afs-72267	2329	3	inst	inst	PROPN
afs-72267	2329	4	.	.	PROPN
afs-72267	2330	1	50	50	NUM
afs-72267	2330	2	.	.	X
afs-72267	2331	1	42	42	NUM
afs-72267	2331	2	p.	p.	NOUN
afs-72267	2331	3	helsinki	helsinki	PROPN
afs-72267	2331	4	.	.	PUNCT
afs-72267	2332	1	kettunen	kettunen	PROPN
afs-72267	2332	2	,	,	PUNCT
afs-72267	2332	3	l.	l.	PROPN
afs-72267	2332	4	&	&	CCONJ
afs-72267	2332	5	rouhiainen	rouhiainen	PROPN
afs-72267	2332	6	,	,	PUNCT
afs-72267	2332	7	j.	j.	PROPN
afs-72267	2332	8	1972	1972	NUM
afs-72267	2332	9	.	.	PUNCT
afs-72267	2333	1	aggregate	aggregate	ADJ
afs-72267	2333	2	livestock	livestock	NOUN
afs-72267	2333	3	and	and	CCONJ
afs-72267	2333	4	total	total	ADJ
afs-72267	2333	5	production	production	NOUN
afs-72267	2333	6	functions	function	NOUN
afs-72267	2333	7	in	in	ADP
afs-72267	2333	8	finnish	finnish	ADJ
afs-72267	2333	9	agriculture	agriculture	NOUN
afs-72267	2333	10	in	in	ADP
afs-72267	2333	11	1956/57—1969/70	1956/57—1969/70	NUM
afs-72267	2333	12	.	.	PUNCT
afs-72267	2334	1	pubi	pubi	PROPN
afs-72267	2334	2	.	.	PUNCT
afs-72267	2335	1	agric	agric	PROPN
afs-72267	2335	2	.	.	PUNCT
afs-72267	2336	1	econ	econ	PROPN
afs-72267	2336	2	.	.	PUNCT
afs-72267	2337	1	res	res	PROPN
afs-72267	2337	2	.	.	PROPN
afs-72267	2337	3	inst	inst	PROPN
afs-72267	2337	4	.	.	PROPN
afs-72267	2338	1	28	28	NUM
afs-72267	2338	2	.	.	X
afs-72267	2339	1	71	71	NUM
afs-72267	2339	2	p.	p.	NOUN
afs-72267	2339	3	helsinki	helsinki	PROPN
afs-72267	2339	4	.	.	PUNCT
afs-72267	2340	1	knutson	knutson	PROPN
afs-72267	2340	2	,	,	PUNCT
afs-72267	2340	3	m.	m.	NOUN
afs-72267	2340	4	&	&	CCONJ
afs-72267	2340	5	tweeten	tweeten	PROPN
afs-72267	2340	6	,	,	PUNCT
afs-72267	2340	7	l.g	l.g	PROPN
afs-72267	2340	8	.	.	PROPN
afs-72267	2340	9	1979	1979	NUM
afs-72267	2340	10	.	.	PUNCT
afs-72267	2341	1	toward	toward	ADP
afs-72267	2341	2	an	an	DET
afs-72267	2341	3	optimate	optimate	ADJ
afs-72267	2341	4	rate	rate	NOUN
afs-72267	2341	5	of	of	ADP
afs-72267	2341	6	growth	growth	NOUN
afs-72267	2341	7	in	in	ADP
afs-72267	2341	8	agricultural	agricultural	ADJ
afs-72267	2341	9	production	production	NOUN
afs-72267	2341	10	research	research	NOUN
afs-72267	2341	11	and	and	CCONJ
afs-72267	2341	12	extension	extension	NOUN
afs-72267	2341	13	.	.	PUNCT
afs-72267	2342	1	amer	amer	PROPN
afs-72267	2342	2	.	.	PUNCT
afs-72267	2343	1	j.	j.	PROPN
afs-72267	2343	2	agric	agric	PROPN
afs-72267	2343	3	.	.	PROPN
afs-72267	2344	1	econ	econ	PROPN
afs-72267	2344	2	.	.	PUNCT
afs-72267	2345	1	61	61	NUM
afs-72267	2345	2	(	(	PUNCT
afs-72267	2345	3	1	1	NUM
afs-72267	2345	4	):	):	PUNCT
afs-72267	2345	5	70—75	70—75	NOUN
afs-72267	2345	6	.	.	PUNCT
afs-72267	2346	1	laurila	laurila	PROPN
afs-72267	2346	2	1981	1981	NUM
afs-72267	2346	3	.	.	PUNCT
afs-72267	2347	1	maatalouden	maatalouden	ADJ
afs-72267	2347	2	kokonaislaskelmat	kokonaislaskelmat	PROPN
afs-72267	2347	3	1975—80	1975—80	NUM
afs-72267	2347	4	.	.	PUNCT
afs-72267	2348	1	agric	agric	PROPN
afs-72267	2348	2	.	.	PUNCT
afs-72267	2349	1	econ	econ	PROPN
afs-72267	2349	2	.	.	PUNCT
afs-72267	2350	1	res	res	PROPN
afs-72267	2350	2	.	.	PROPN
afs-72267	2350	3	inst	inst	PROPN
afs-72267	2350	4	.	.	PUNCT
afs-72267	2351	1	res	res	PROPN
afs-72267	2351	2	.	.	PUNCT
afs-72267	2351	3	rep	rep	PROPN
afs-72267	2351	4	.	.	PROPN
afs-72267	2351	5	77	77	NUM
afs-72267	2351	6	.	.	PUNCT
afs-72267	2352	1	25	25	NUM
afs-72267	2352	2	p.	p.	NOUN
afs-72267	2352	3	helsinki	helsinki	PROPN
afs-72267	2352	4	.	.	PUNCT
afs-72267	2353	1	lee	lee	PROPN
afs-72267	2353	2	,	,	PUNCT
afs-72267	2353	3	w.f	w.f	PROPN
afs-72267	2353	4	.	.	PROPN
afs-72267	2353	5	,	,	PUNCT
afs-72267	2353	6	boehlje	boehlje	PROPN
afs-72267	2353	7	,	,	PUNCT
afs-72267	2353	8	m.d	m.d	PROPN
afs-72267	2353	9	.	.	PROPN
afs-72267	2353	10	,	,	PUNCT
afs-72267	2353	11	nelson	nelson	PROPN
afs-72267	2353	12	,	,	PUNCT
afs-72267	2353	13	a.	a.	PROPN
afs-72267	2353	14	g.	g.	PROPN
afs-72267	2353	15	&	&	CCONJ
afs-72267	2353	16	murray	murray	PROPN
afs-72267	2353	17	,	,	PUNCT
afs-72267	2353	18	w.g	w.g	PROPN
afs-72267	2353	19	.	.	PROPN
afs-72267	2353	20	1980	1980	NUM
afs-72267	2353	21	.	.	PUNCT
afs-72267	2354	1	agricultural	agricultural	ADJ
afs-72267	2354	2	finance	finance	NOUN
afs-72267	2354	3	.	.	PUNCT
afs-72267	2355	1	437	437	NUM
afs-72267	2355	2	p.	p.	NOUN
afs-72267	2355	3	7th	7th	NOUN
afs-72267	2355	4	.	.	PUNCT
afs-72267	2356	1	ed	ed	NOUN
afs-72267	2356	2	.	.	PUNCT
afs-72267	2357	1	ames	ames	PROPN
afs-72267	2357	2	,	,	PUNCT
afs-72267	2357	3	lowa	lowa	PROPN
afs-72267	2357	4	.	.	PUNCT
afs-72267	2358	1	lemola	lemola	PROPN
afs-72267	2358	2	,	,	PUNCT
afs-72267	2358	3	t.	t.	NOUN
afs-72267	2358	4	,	,	PUNCT
afs-72267	2358	5	räty	räty	NOUN
afs-72267	2358	6	,	,	PUNCT
afs-72267	2358	7	t.	t.	PROPN
afs-72267	2358	8	&	&	CCONJ
afs-72267	2358	9	vesikansa	vesikansa	PROPN
afs-72267	2358	10	,	,	PUNCT
afs-72267	2358	11	e.	e.	PROPN
afs-72267	2358	12	1975	1975	NUM
afs-72267	2358	13	.	.	PUNCT
afs-72267	2359	1	valtion	valtion	NOUN
afs-72267	2359	2	tutkimusmenot	tutkimusmenot	PROPN
afs-72267	2359	3	vuosina	vuosina	ADJ
afs-72267	2359	4	1970—75	1970—75	NUM
afs-72267	2359	5	.	.	PUNCT
afs-72267	2360	1	tutka	tutka	PROPN
afs-72267	2360	2	projektin	projektin	PROPN
afs-72267	2360	3	raportti	raportti	NOUN
afs-72267	2360	4	1	1	NUM
afs-72267	2360	5	.	.	NUM
afs-72267	2360	6	193	193	NUM
afs-72267	2360	7	p.	p.	NOUN
afs-72267	2360	8	helsinki	helsinki	PROPN
afs-72267	2360	9	.	.	PUNCT
afs-72267	2361	1	lindner	lindner	PROPN
afs-72267	2361	2	,	,	PUNCT
afs-72267	2361	3	r.k	r.k	PROPN
afs-72267	2361	4	.	.	PROPN
afs-72267	2361	5	&	&	CCONJ
afs-72267	2361	6	jarrett	jarrett	PROPN
afs-72267	2361	7	,	,	PUNCT
afs-72267	2361	8	f.o	f.o	PROPN
afs-72267	2361	9	.	.	PROPN
afs-72267	2361	10	1978	1978	NUM
afs-72267	2361	11	.	.	PUNCT
afs-72267	2362	1	supply	supply	NOUN
afs-72267	2362	2	shifts	shift	NOUN
afs-72267	2362	3	and	and	CCONJ
afs-72267	2362	4	the	the	DET
afs-72267	2362	5	size	size	NOUN
afs-72267	2362	6	of	of	ADP
afs-72267	2362	7	research	research	NOUN
afs-72267	2362	8	benefits	benefit	NOUN
afs-72267	2362	9	.	.	PUNCT
afs-72267	2363	1	amer	amer	PROPN
afs-72267	2363	2	.	.	PUNCT
afs-72267	2364	1	j.	j.	PROPN
afs-72267	2364	2	agric	agric	PROPN
afs-72267	2364	3	.	.	PROPN
afs-72267	2365	1	econ	econ	PROPN
afs-72267	2365	2	.	.	PUNCT
afs-72267	2366	1	60	60	NUM
afs-72267	2366	2	(	(	PUNCT
afs-72267	2366	3	1	1	NUM
afs-72267	2366	4	):	):	PUNCT
afs-72267	2366	5	48—58	48—58	NUM
afs-72267	2366	6	.	.	NOUN
afs-72267	2366	7	1980	1980	NUM
afs-72267	2366	8	.	.	PUNCT
afs-72267	2367	1	supply	supply	NOUN
afs-72267	2367	2	shifts	shift	NOUN
afs-72267	2367	3	and	and	CCONJ
afs-72267	2367	4	the	the	DET
afs-72267	2367	5	size	size	NOUN
afs-72267	2367	6	of	of	ADP
afs-72267	2367	7	research	research	NOUN
afs-72267	2367	8	benefits	benefit	NOUN
afs-72267	2367	9	.	.	PUNCT
afs-72267	2368	1	reply	reply	NOUN
afs-72267	2368	2	.	.	PUNCT
afs-72267	2369	1	amer	amer	PROPN
afs-72267	2369	2	.	.	PUNCT
afs-72267	2370	1	j.	j.	PROPN
afs-72267	2370	2	agric	agric	PROPN
afs-72267	2370	3	.	.	PROPN
afs-72267	2371	1	econ	econ	PROPN
afs-72267	2371	2	.	.	PUNCT
afs-72267	2372	1	62	62	NUM
afs-72267	2372	2	(	(	PUNCT
afs-72267	2372	3	4	4	NUM
afs-72267	2372	4	):	):	PUNCT
afs-72267	2372	5	841—844	841—844	PROPN
afs-72267	2372	6	.	.	PUNCT
afs-72267	2372	7	lund	lund	PROPN
afs-72267	2372	8	,	,	PUNCT
afs-72267	2372	9	p.j	p.j	PROPN
afs-72267	2372	10	.	.	PROPN
afs-72267	2372	11	,	,	PUNCT
afs-72267	2372	12	irving	irving	PROPN
afs-72267	2372	13	,	,	PUNCT
afs-72267	2372	14	r.w	r.w	PROPN
afs-72267	2372	15	.	.	PROPN
afs-72267	2372	16	&	&	CCONJ
afs-72267	2372	17	chapman	chapman	PROPN
afs-72267	2372	18	,	,	PUNCT
afs-72267	2372	19	w.g	w.g	PROPN
afs-72267	2372	20	.	.	PROPN
afs-72267	2372	21	1980	1980	NUM
afs-72267	2372	22	.	.	PUNCT
afs-72267	2373	1	the	the	DET
afs-72267	2373	2	economic	economic	ADJ
afs-72267	2373	3	evaluation	evaluation	NOUN
afs-72267	2373	4	of	of	ADP
afs-72267	2373	5	public	public	ADJ
afs-72267	2373	6	funded	fund	VERB
afs-72267	2373	7	agricultural	agricultural	ADJ
afs-72267	2373	8	research	research	NOUN
afs-72267	2373	9	and	and	CCONJ
afs-72267	2373	10	development	development	NOUN
afs-72267	2373	11	.	.	PUNCT
afs-72267	2374	1	oxford	oxford	PROPN
afs-72267	2374	2	agr	agr	PROPN
afs-72267	2374	3	.	.	PUNCT
afs-72267	2375	1	studies	study	NOUN
afs-72267	2375	2	ix	ix	ADP
afs-72267	2375	3	:	:	PUNCT
afs-72267	2375	4	14—33	14—33	NUM
afs-72267	2375	5	.	.	PUNCT
afs-72267	2376	1	martin	martin	PROPN
afs-72267	2376	2	,	,	PUNCT
afs-72267	2376	3	l.r	l.r	PROPN
afs-72267	2376	4	.	.	PROPN
afs-72267	2376	5	1977	1977	NUM
afs-72267	2376	6	.	.	PUNCT
afs-72267	2377	1	a	a	DET
afs-72267	2377	2	survey	survey	NOUN
afs-72267	2377	3	of	of	ADP
afs-72267	2377	4	agricultural	agricultural	ADJ
afs-72267	2377	5	economics	economic	NOUN
afs-72267	2377	6	literature	literature	PROPN
afs-72267	2377	7	i.	i.	PROPN
afs-72267	2377	8	540	540	NUM
afs-72267	2377	9	p.	p.	PROPN
afs-72267	2377	10	minneapolis	minneapolis	PROPN
afs-72267	2377	11	.	.	PUNCT
afs-72267	2378	1	usa	usa	PROPN
afs-72267	2378	2	.	.	PROPN
afs-72267	2378	3	monthly	monthly	ADJ
afs-72267	2378	4	review	review	NOUN
afs-72267	2378	5	of	of	ADP
afs-72267	2378	6	agricultural	agricultural	ADJ
afs-72267	2378	7	statistics	statistic	NOUN
afs-72267	2378	8	1955	1955	NUM
afs-72267	2378	9	—	—	PUNCT
afs-72267	2378	10	85	85	NUM
afs-72267	2378	11	.	.	PUNCT
afs-72267	2378	12	board	board	NOUN
afs-72267	2378	13	of	of	ADP
afs-72267	2378	14	agric	agric	PROPN
afs-72267	2378	15	.	.	PUNCT
afs-72267	2379	1	helsinki	helsinki	PROPN
afs-72267	2379	2	.	.	PUNCT
afs-72267	2379	3	nagy	nagy	PROPN
afs-72267	2379	4	,	,	PUNCT
afs-72267	2379	5	j.g	j.g	PROPN
afs-72267	2379	6	.	.	PROPN
afs-72267	2379	7	&	&	CCONJ
afs-72267	2379	8	furtan	furtan	PROPN
afs-72267	2379	9	,	,	PUNCT
afs-72267	2379	10	h.w	h.w	PROPN
afs-72267	2379	11	.	.	PROPN
afs-72267	2379	12	1978	1978	NUM
afs-72267	2379	13	.	.	PUNCT
afs-72267	2380	1	economic	economic	ADJ
afs-72267	2380	2	costs	cost	NOUN
afs-72267	2380	3	and	and	CCONJ
afs-72267	2380	4	returns	return	NOUN
afs-72267	2380	5	from	from	ADP
afs-72267	2380	6	crop	crop	NOUN
afs-72267	2380	7	development	development	NOUN
afs-72267	2380	8	research	research	NOUN
afs-72267	2380	9	:	:	PUNCT
afs-72267	2380	10	the	the	DET
afs-72267	2380	11	case	case	NOUN
afs-72267	2380	12	of	of	ADP
afs-72267	2380	13	rapeseed	rapeseed	NOUN
afs-72267	2380	14	breeding	breeding	NOUN
afs-72267	2380	15	in	in	ADP
afs-72267	2380	16	canada	canada	PROPN
afs-72267	2380	17	.	.	PUNCT
afs-72267	2381	1	can	can	AUX
afs-72267	2381	2	.	.	PUNCT
afs-72267	2382	1	j.	j.	PROPN
afs-72267	2382	2	farm	farm	PROPN
afs-72267	2382	3	,	,	PUNCT
afs-72267	2382	4	econ	econ	PROPN
afs-72267	2382	5	.	.	PUNCT
afs-72267	2383	1	26	26	NUM
afs-72267	2383	2	(	(	PUNCT
afs-72267	2383	3	i	i	NOUN
afs-72267	2383	4	):	):	PUNCT
afs-72267	2383	5	1	1	NUM
afs-72267	2383	6	14	14	NUM
afs-72267	2383	7	.	.	PUNCT
afs-72267	2384	1	nevala	nevala	PROPN
afs-72267	2384	2	,	,	PUNCT
afs-72267	2384	3	m.	m.	NOUN
afs-72267	2384	4	1976	1976	NUM
afs-72267	2384	5	.	.	PUNCT
afs-72267	2385	1	väkilannoitteiden	väkilannoitteiden	PROPN
afs-72267	2385	2	kysyntä	kysyntä	PROPN
afs-72267	2385	3	.	.	PUNCT
afs-72267	2386	1	jakautuneita	jakautuneita	PROPN
afs-72267	2386	2	viiveitä	viiveitä	ADV
afs-72267	2386	3	sisältävien	sisältävien	PROPN
afs-72267	2386	4	mallien	mallien	PROPN
afs-72267	2386	5	sovellutuksia	sovellutuksia	PROPN
afs-72267	2386	6	suomen	suomen	PROPN
afs-72267	2386	7	väkilannoitteiden	väkilannoitteiden	VERB
afs-72267	2386	8	käyttömäärien	käyttömäärien	PROPN
afs-72267	2386	9	vaihteluiden	vaihteluiden	PROPN
afs-72267	2386	10	selittämisessä	selittämisessä	PROPN
afs-72267	2386	11	ja	ja	PROPN
afs-72267	2386	12	ennakoinnissa	ennakoinnissa	PROPN
afs-72267	2386	13	.	.	PUNCT
afs-72267	2387	1	j	j	PROPN
afs-72267	2387	2	,	,	PUNCT
afs-72267	2387	3	agric	agric	PROPN
afs-72267	2387	4	.	.	PUNCT
afs-72267	2388	1	sei	sei	PROPN
afs-72267	2388	2	.	.	PUNCT
afs-72267	2389	1	48	48	NUM
afs-72267	2389	2	:	:	PUNCT
afs-72267	2389	3	45—89	45—89	NUM
afs-72267	2389	4	.	.	PUNCT
afs-72267	2390	1	norton	norton	PROPN
afs-72267	2390	2	,	,	PUNCT
afs-72267	2390	3	g.w	g.w	PROPN
afs-72267	2390	4	.	.	PROPN
afs-72267	2390	5	&	&	CCONJ
afs-72267	2390	6	davis	davis	PROPN
afs-72267	2390	7	,	,	PUNCT
afs-72267	2390	8	j.s	j.s	PROPN
afs-72267	2390	9	.	.	PROPN
afs-72267	2390	10	1981	1981	NUM
afs-72267	2390	11	.	.	PUNCT
afs-72267	2391	1	evaluating	evaluate	VERB
afs-72267	2391	2	returns	return	NOUN
afs-72267	2391	3	to	to	ADP
afs-72267	2391	4	agricultural	agricultural	ADJ
afs-72267	2391	5	research	research	NOUN
afs-72267	2391	6	:	:	PUNCT
afs-72267	2391	7	a	a	DET
afs-72267	2391	8	review	review	NOUN
afs-72267	2391	9	.	.	PUNCT
afs-72267	2392	1	amer	amer	PROPN
afs-72267	2392	2	.	.	PUNCT
afs-72267	2393	1	j.	j.	PROPN
afs-72267	2393	2	agr	agr	PROPN
afs-72267	2393	3	.	.	PUNCT
afs-72267	2393	4	econ	econ	PROPN
afs-72267	2393	5	.	.	PUNCT
afs-72267	2394	1	63	63	NUM
afs-72267	2394	2	(	(	PUNCT
afs-72267	2394	3	4	4	NUM
afs-72267	2394	4	):	):	PUNCT
afs-72267	2394	5	685—699	685—699	NOUN
afs-72267	2394	6	.	.	PUNCT
afs-72267	2395	1	official	official	ADJ
afs-72267	2395	2	statistics	statistic	NOUN
afs-72267	2395	3	of	of	ADP
afs-72267	2395	4	finland	finland	PROPN
afs-72267	2395	5	111	111	NUM
afs-72267	2395	6	.	.	PUNCT
afs-72267	2396	1	agriculture	agriculture	NOUN
afs-72267	2396	2	1950—84	1950—84	NUM
afs-72267	2396	3	.	.	PUNCT
afs-72267	2397	1	official	official	ADJ
afs-72267	2397	2	statistics	statistic	NOUN
afs-72267	2397	3	of	of	ADP
afs-72267	2397	4	finland	finland	PROPN
afs-72267	2397	5	111	111	NUM
afs-72267	2397	6	.	.	PUNCT
afs-72267	2398	1	agricultural	agricultural	ADJ
afs-72267	2398	2	censuses	census	NOUN
afs-72267	2398	3	1950	1950	NUM
afs-72267	2398	4	,	,	PUNCT
afs-72267	2398	5	1959	1959	NUM
afs-72267	2398	6	and	and	CCONJ
afs-72267	2398	7	1960	1960	NUM
afs-72267	2398	8	.	.	PUNCT
afs-72267	2399	1	pasour	pasour	PROPN
afs-72267	2399	2	,	,	PUNCT
afs-72267	2399	3	e.c	e.c	PROPN
afs-72267	2399	4	.	.	PROPN
afs-72267	2399	5	,	,	PUNCT
afs-72267	2399	6	jr	jr	PROPN
afs-72267	2399	7	.	.	PROPN
afs-72267	2399	8	&	&	CCONJ
afs-72267	2399	9	johnson	johnson	PROPN
afs-72267	2399	10	,	,	PUNCT
afs-72267	2399	11	m.a	m.a	PROPN
afs-72267	2399	12	.	.	PROPN
afs-72267	2399	13	1982	1982	NUM
afs-72267	2399	14	,	,	PUNCT
afs-72267	2399	15	bureaucratic	bureaucratic	ADJ
afs-72267	2399	16	productivity	productivity	NOUN
afs-72267	2399	17	:	:	PUNCT
afs-72267	2399	18	the	the	DET
afs-72267	2399	19	case	case	NOUN
afs-72267	2399	20	of	of	ADP
afs-72267	2399	21	agricultural	agricultural	ADJ
afs-72267	2399	22	research	research	NOUN
afs-72267	2399	23	revisited	revisit	VERB
afs-72267	2399	24	.	.	PUNCT
afs-72267	2400	1	public	public	ADJ
afs-72267	2400	2	choice	choice	NOUN
afs-72267	2400	3	39	39	NUM
afs-72267	2400	4	:	:	PUNCT
afs-72267	2400	5	301	301	NUM
afs-72267	2400	6	—	—	PUNCT
afs-72267	2400	7	317	317	NUM
afs-72267	2400	8	.	.	PUNCT
afs-72267	2401	1	paulsen	paulsen	PROPN
afs-72267	2401	2	,	,	PUNCT
afs-72267	2401	3	a.a	a.a	PROPN
afs-72267	2401	4	.	.	PROPN
afs-72267	2401	5	1971	1971	NUM
afs-72267	2401	6	.	.	PUNCT
afs-72267	2402	1	the	the	DET
afs-72267	2402	2	pricing	pricing	NOUN
afs-72267	2402	3	of	of	ADP
afs-72267	2402	4	research	research	NOUN
afs-72267	2402	5	output	output	NOUN
afs-72267	2402	6	(	(	PUNCT
afs-72267	2402	7	pp	pp	ADV
afs-72267	2402	8	.	.	PUNCT
afs-72267	2403	1	80—89	80—89	NUM
afs-72267	2403	2	in	in	ADP
afs-72267	2403	3	ed	ed	PROPN
afs-72267	2403	4	.	.	PUNCT
afs-72267	2404	1	fishel	fishel	PROPN
afs-72267	2404	2	1971	1971	NUM
afs-72267	2404	3	)	)	PUNCT
afs-72267	2404	4	.	.	PUNCT
afs-72267	2405	1	peterson	peterson	PROPN
afs-72267	2405	2	,	,	PUNCT
afs-72267	2405	3	w.l	w.l	PROPN
afs-72267	2405	4	.	.	PROPN
afs-72267	2405	5	1967	1967	NUM
afs-72267	2405	6	.	.	PUNCT
afs-72267	2406	1	return	return	VERB
afs-72267	2406	2	to	to	ADP
afs-72267	2406	3	poultry	poultry	NOUN
afs-72267	2406	4	research	research	NOUN
afs-72267	2406	5	in	in	ADP
afs-72267	2406	6	the	the	DET
afs-72267	2406	7	united	united	PROPN
afs-72267	2406	8	states	states	PROPN
afs-72267	2406	9	.	.	PUNCT
afs-72267	2407	1	j.	j.	PROPN
afs-72267	2407	2	farm	farm	PROPN
afs-72267	2407	3	.	.	PUNCT
afs-72267	2408	1	econ	econ	PROPN
afs-72267	2408	2	.	.	PUNCT
afs-72267	2409	1	49	49	NUM
afs-72267	2409	2	(	(	PUNCT
afs-72267	2409	3	3	3	NUM
afs-72267	2409	4	):	):	PUNCT
afs-72267	2409	5	656—669	656—669	PROPN
afs-72267	2409	6	.	.	PUNCT
afs-72267	2410	1	1971	1971	NUM
afs-72267	2410	2	.	.	PUNCT
afs-72267	2411	1	the	the	DET
afs-72267	2411	2	returns	return	NOUN
afs-72267	2411	3	to	to	ADP
afs-72267	2411	4	investment	investment	NOUN
afs-72267	2411	5	in	in	ADP
afs-72267	2411	6	agricultural	agricultural	ADJ
afs-72267	2411	7	research	research	NOUN
afs-72267	2411	8	in	in	ADP
afs-72267	2411	9	the	the	DET
afs-72267	2411	10	united	united	PROPN
afs-72267	2411	11	states	states	PROPN
afs-72267	2411	12	(	(	PUNCT
afs-72267	2411	13	pp	pp	ADJ
afs-72267	2411	14	.	.	PUNCT
afs-72267	2412	1	139—162	139—162	NOUN
afs-72267	2412	2	in	in	ADP
afs-72267	2412	3	ed	ed	PROPN
afs-72267	2412	4	.	.	PUNCT
afs-72267	2413	1	fishel	fishel	PROPN
afs-72267	2413	2	1971	1971	NUM
afs-72267	2413	3	)	)	PUNCT
afs-72267	2413	4	.	.	PUNCT
afs-72267	2414	1	1985	1985	NUM
afs-72267	2414	2	.	.	PUNCT
afs-72267	2415	1	measuring	measure	VERB
afs-72267	2415	2	the	the	DET
afs-72267	2415	3	costs	cost	NOUN
afs-72267	2415	4	and	and	CCONJ
afs-72267	2415	5	returns	return	NOUN
afs-72267	2415	6	to	to	ADP
afs-72267	2415	7	agricultural	agricultural	ADJ
afs-72267	2415	8	research	research	NOUN
afs-72267	2415	9	:	:	PUNCT
afs-72267	2415	10	historical	historical	ADJ
afs-72267	2415	11	perspective	perspective	NOUN
afs-72267	2415	12	.	.	PUNCT
afs-72267	2416	1	report	report	NOUN
afs-72267	2416	2	from	from	ADP
afs-72267	2416	3	workshop	workshop	NOUN
afs-72267	2416	4	on	on	ADP
afs-72267	2416	5	research	research	NOUN
afs-72267	2416	6	on	on	ADP
afs-72267	2416	7	agricultural	agricultural	ADJ
afs-72267	2416	8	research	research	NOUN
afs-72267	2416	9	,	,	PUNCT
afs-72267	2416	10	ekenäs	ekenäs	PROPN
afs-72267	2416	11	gärd	gärd	PROPN
afs-72267	2416	12	,	,	PUNCT
afs-72267	2416	13	sweden	sweden	PROPN
afs-72267	2416	14	19.—22	19.—22	NUM
afs-72267	2416	15	.	.	PUNCT
afs-72267	2417	1	3	3	NUM
afs-72267	2417	2	.	.	NOUN
afs-72267	2417	3	1985	1985	NUM
afs-72267	2417	4	.	.	PUNCT
afs-72267	2418	1	assoc	assoc	PROPN
afs-72267	2418	2	.	.	PUNCT
afs-72267	2419	1	nordic	nordic	PROPN
afs-72267	2419	2	agric	agric	PROPN
afs-72267	2419	3	.	.	PUNCT
afs-72267	2420	1	scient	scient	PROPN
afs-72267	2420	2	.	.	PUNCT
afs-72267	2421	1	sect	sect	NOUN
afs-72267	2421	2	.	.	PUNCT
afs-72267	2422	1	ix	ix	PROPN
afs-72267	2422	2	.	.	PUNCT
afs-72267	2422	3	peterson	peterson	PROPN
afs-72267	2422	4	,	,	PUNCT
afs-72267	2422	5	w.l	w.l	PROPN
afs-72267	2422	6	.	.	PROPN
afs-72267	2422	7	&	&	CCONJ
afs-72267	2422	8	hayami	hayami	PROPN
afs-72267	2422	9	,	,	PUNCT
afs-72267	2422	10	y.	y.	NOUN
afs-72267	2422	11	1977	1977	NUM
afs-72267	2422	12	.	.	PUNCT
afs-72267	2423	1	technical	technical	ADJ
afs-72267	2423	2	change	change	NOUN
afs-72267	2423	3	in	in	ADP
afs-72267	2423	4	agriculture	agriculture	NOUN
afs-72267	2423	5	(	(	PUNCT
afs-72267	2423	6	pp	pp	ADV
afs-72267	2423	7	.	.	PUNCT
afs-72267	2424	1	497—540	497—540	PROPN
afs-72267	2424	2	in	in	ADP
afs-72267	2424	3	martin	martin	PROPN
afs-72267	2424	4	ed	ed	PROPN
afs-72267	2424	5	.	.	PROPN
afs-72267	2424	6	1977	1977	NUM
afs-72267	2424	7	)	)	PUNCT
afs-72267	2424	8	.	.	PUNCT
afs-72267	2425	1	pindyck	pindyck	PROPN
afs-72267	2425	2	,	,	PUNCT
afs-72267	2425	3	r.s	r.s	PROPN
afs-72267	2425	4	.	.	PROPN
afs-72267	2425	5	&	&	CCONJ
afs-72267	2425	6	rubinfeld	rubinfeld	PROPN
afs-72267	2425	7	,	,	PUNCT
afs-72267	2425	8	d.l	d.l	PROPN
afs-72267	2425	9	.	.	PROPN
afs-72267	2425	10	1981	1981	NUM
afs-72267	2425	11	.	.	PUNCT
afs-72267	2426	1	econometric	econometric	ADJ
afs-72267	2426	2	models	model	NOUN
afs-72267	2426	3	&	&	CCONJ
afs-72267	2426	4	economic	economic	ADJ
afs-72267	2426	5	forecasts	forecast	NOUN
afs-72267	2426	6	.	.	PUNCT
afs-72267	2427	1	630	630	NUM
afs-72267	2427	2	p.	p.	PROPN
afs-72267	2427	3	usa	usa	PROPN
afs-72267	2427	4	.	.	PROPN
afs-72267	2427	5	pinstrup	pinstrup	PROPN
afs-72267	2427	6	-	-	PUNCT
afs-72267	2427	7	andersen	andersen	PROPN
afs-72267	2427	8	,	,	PUNCT
afs-72267	2427	9	p.	p.	NOUN
afs-72267	2427	10	1979	1979	NUM
afs-72267	2427	11	.	.	PUNCT
afs-72267	2428	1	modern	modern	ADJ
afs-72267	2428	2	agricultural	agricultural	ADJ
afs-72267	2428	3	technology	technology	NOUN
afs-72267	2428	4	and	and	CCONJ
afs-72267	2428	5	income	income	NOUN
afs-72267	2428	6	distribution	distribution	NOUN
afs-72267	2428	7	:	:	PUNCT
afs-72267	2428	8	the	the	DET
afs-72267	2428	9	market	market	NOUN
afs-72267	2428	10	price	price	NOUN
afs-72267	2428	11	effect	effect	NOUN
afs-72267	2428	12	.	.	PUNCT
afs-72267	2429	1	eur	eur	PROPN
afs-72267	2429	2	.	.	PUNCT
afs-72267	2429	3	rev	rev	PROPN
afs-72267	2429	4	.	.	PROPN
afs-72267	2429	5	agric	agric	PROPN
afs-72267	2429	6	.	.	PUNCT
afs-72267	2430	1	econ	econ	PROPN
afs-72267	2430	2	.	.	PROPN
afs-72267	2431	1	6	6	NUM
afs-72267	2431	2	(	(	PUNCT
afs-72267	2431	3	1	1	NUM
afs-72267	2431	4	):	):	PUNCT
afs-72267	2431	5	17—46	17—46	NUM
afs-72267	2431	6	.	.	PUNCT
afs-72267	2432	1	1982.agricultural	1982.agricultural	ADJ
afs-72267	2432	2	research	research	NOUN
afs-72267	2432	3	and	and	CCONJ
afs-72267	2432	4	technology	technology	NOUN
afs-72267	2432	5	in	in	ADP
afs-72267	2432	6	economic	economic	ADJ
afs-72267	2432	7	development	development	NOUN
afs-72267	2432	8	.	.	PUNCT
afs-72267	2433	1	261	261	NUM
afs-72267	2433	2	p	p	NOUN
afs-72267	2433	3	,	,	PUNCT
afs-72267	2433	4	singapore	singapore	PROPN
afs-72267	2433	5	.	.	PUNCT
afs-72267	2433	6	ravenscraft	ravenscraft	PROPN
afs-72267	2433	7	,	,	PUNCT
afs-72267	2433	8	d.	d.	PROPN
afs-72267	2433	9	&	&	CCONJ
afs-72267	2433	10	scherer	scherer	PROPN
afs-72267	2433	11	,	,	PUNCT
afs-72267	2433	12	f.m	f.m	PROPN
afs-72267	2433	13	.	.	PROPN
afs-72267	2433	14	1982	1982	NUM
afs-72267	2433	15	.	.	PUNCT
afs-72267	2434	1	the	the	DET
afs-72267	2434	2	lag	lag	NOUN
afs-72267	2434	3	structure	structure	NOUN
afs-72267	2434	4	of	of	ADP
afs-72267	2434	5	returns	return	NOUN
afs-72267	2434	6	to	to	ADP
afs-72267	2434	7	research	research	NOUN
afs-72267	2434	8	and	and	CCONJ
afs-72267	2434	9	development	development	NOUN
afs-72267	2434	10	.	.	PUNCT
afs-72267	2435	1	applied	apply	VERB
afs-72267	2435	2	economics	economic	NOUN
afs-72267	2435	3	14	14	NUM
afs-72267	2435	4	:	:	PUNCT
afs-72267	2435	5	603—620	603—620	PROPN
afs-72267	2435	6	.	.	PUNCT
afs-72267	2436	1	rose	rise	VERB
afs-72267	2436	2	,	,	PUNCT
afs-72267	2436	3	r.n	r.n	PROPN
afs-72267	2436	4	.	.	PROPN
afs-72267	2436	5	1980	1980	NUM
afs-72267	2436	6	.	.	PUNCT
afs-72267	2437	1	supply	supply	NOUN
afs-72267	2437	2	shifs	shif	NOUN
afs-72267	2437	3	and	and	CCONJ
afs-72267	2437	4	the	the	DET
afs-72267	2437	5	size	size	NOUN
afs-72267	2437	6	of	of	ADP
afs-72267	2437	7	research	research	NOUN
afs-72267	2437	8	benefits	benefit	NOUN
afs-72267	2437	9	:	:	PUNCT
afs-72267	2437	10	comment	comment	NOUN
afs-72267	2437	11	.	.	PUNCT
afs-72267	2438	1	amer	amer	PROPN
afs-72267	2438	2	.	.	PUNCT
afs-72267	2439	1	j.	j.	PROPN
afs-72267	2439	2	agric	agric	PROPN
afs-72267	2439	3	.	.	PROPN
afs-72267	2440	1	econ	econ	PROPN
afs-72267	2440	2	.	.	PUNCT
afs-72267	2441	1	62	62	NUM
afs-72267	2441	2	(	(	PUNCT
afs-72267	2441	3	4	4	NUM
afs-72267	2441	4	):	):	PUNCT
afs-72267	2441	5	841—844	841—844	PROPN
afs-72267	2441	6	.	.	PUNCT
afs-72267	2442	1	rosenberg	rosenberg	PROPN
afs-72267	2442	2	,	,	PUNCT
afs-72267	2442	3	n.	n.	PROPN
afs-72267	2442	4	1982	1982	NUM
afs-72267	2442	5	.	.	PUNCT
afs-72267	2443	1	inside	inside	ADP
afs-72267	2443	2	the	the	DET
afs-72267	2443	3	black	black	PROPN
afs-72267	2443	4	box	box	NOUN
afs-72267	2443	5	;	;	PUNCT
afs-72267	2443	6	technology	technology	NOUN
afs-72267	2443	7	and	and	CCONJ
afs-72267	2443	8	economics	economic	NOUN
afs-72267	2443	9	.	.	PUNCT
afs-72267	2444	1	304	304	NUM
afs-72267	2444	2	p.	p.	PROPN
afs-72267	2444	3	cambridge	cambridge	PROPN
afs-72267	2444	4	,	,	PUNCT
afs-72267	2444	5	usa	usa	PROPN
afs-72267	2444	6	.	.	PROPN
afs-72267	2444	7	rosine	rosine	PROPN
afs-72267	2444	8	,	,	PUNCT
afs-72267	2444	9	j.	j.	PROPN
afs-72267	2444	10	&	&	CCONJ
afs-72267	2444	11	helmberger	helmberger	PROPN
afs-72267	2444	12	,	,	PUNCT
afs-72267	2444	13	p.	p.	NOUN
afs-72267	2444	14	1975	1975	NUM
afs-72267	2444	15	.	.	PUNCT
afs-72267	2445	1	an	an	DET
afs-72267	2445	2	aggregative	aggregative	ADJ
afs-72267	2445	3	analysis	analysis	NOUN
afs-72267	2445	4	of	of	ADP
afs-72267	2445	5	the	the	DET
afs-72267	2445	6	u.s	u.s	PROPN
afs-72267	2445	7	.	.	PROPN
afs-72267	2445	8	farm	farm	NOUN
afs-72267	2445	9	sector	sector	NOUN
afs-72267	2445	10	:	:	PUNCT
afs-72267	2445	11	past	past	ADJ
afs-72267	2445	12	trends	trend	NOUN
afs-72267	2445	13	and	and	CCONJ
afs-72267	2445	14	future	future	ADJ
afs-72267	2445	15	prospects	prospect	NOUN
afs-72267	2445	16	.	.	PUNCT
afs-72267	2446	1	research	research	NOUN
afs-72267	2446	2	bulletin	bulletin	NOUN
afs-72267	2446	3	r2733	r2733	NOUN
afs-72267	2446	4	.	.	PUNCT
afs-72267	2447	1	22	22	NUM
afs-72267	2447	2	p.	p.	NOUN
afs-72267	2447	3	agriculture	agriculture	NOUN
afs-72267	2447	4	bulletin	bulletin	NOUN
afs-72267	2447	5	building	building	NOUN
afs-72267	2447	6	,	,	PUNCT
afs-72267	2447	7	wisconsin	wisconsin	PROPN
afs-72267	2447	8	,	,	PUNCT
afs-72267	2447	9	usa	usa	PROPN
afs-72267	2447	10	.	.	PROPN
afs-72267	2447	11	rouhiainen	rouhiainen	PROPN
afs-72267	2447	12	,	,	PUNCT
afs-72267	2447	13	j.	j.	PROPN
afs-72267	2447	14	1972	1972	NUM
afs-72267	2447	15	.	.	PUNCT
afs-72267	2448	1	aggregate	aggregate	ADJ
afs-72267	2448	2	crop	crop	NOUN
afs-72267	2448	3	production	production	NOUN
afs-72267	2448	4	functions	function	NOUN
afs-72267	2448	5	in	in	ADP
afs-72267	2448	6	finnish	finnish	ADJ
afs-72267	2448	7	agriculture	agriculture	NOUN
afs-72267	2448	8	in	in	ADP
afs-72267	2448	9	1956/57—1968/69	1956/57—1968/69	NUM
afs-72267	2448	10	.	.	PUNCT
afs-72267	2449	1	pubi	pubi	ADJ
afs-72267	2449	2	.	.	PUNCT
afs-72267	2450	1	agric	agric	PROPN
afs-72267	2450	2	.	.	PUNCT
afs-72267	2451	1	econ	econ	PROPN
afs-72267	2451	2	.	.	PUNCT
afs-72267	2452	1	res	res	PROPN
afs-72267	2452	2	.	.	PROPN
afs-72267	2452	3	inst	inst	PROPN
afs-72267	2452	4	.	.	PROPN
afs-72267	2453	1	28	28	NUM
afs-72267	2453	2	,	,	PUNCT
afs-72267	2453	3	2	2	NUM
afs-72267	2453	4	.	.	NUM
afs-72267	2453	5	54	54	NUM
afs-72267	2453	6	p.	p.	NOUN
afs-72267	2453	7	helsinki	helsinki	PROPN
afs-72267	2453	8	,	,	PUNCT
afs-72267	2453	9	russell	russell	PROPN
afs-72267	2453	10	,	,	PUNCT
afs-72267	2453	11	n.p	n.p	PROPN
afs-72267	2453	12	.	.	PROPN
afs-72267	2453	13	1987	1987	NUM
afs-72267	2453	14	.	.	PUNCT
afs-72267	2454	1	measuring	measure	VERB
afs-72267	2454	2	the	the	DET
afs-72267	2454	3	impact	impact	NOUN
afs-72267	2454	4	of	of	ADP
afs-72267	2454	5	research	research	NOUN
afs-72267	2454	6	and	and	CCONJ
afs-72267	2454	7	development	development	NOUN
afs-72267	2454	8	expenditure	expenditure	NOUN
afs-72267	2454	9	the	the	DET
afs-72267	2454	10	case	case	NOUN
afs-72267	2454	11	of	of	ADP
afs-72267	2454	12	oilseed	oilseed	NOUN
afs-72267	2454	13	rape	rape	NOUN
afs-72267	2454	14	.	.	PUNCT
afs-72267	2455	1	(	(	PUNCT
afs-72267	2455	2	pp	pp	ADV
afs-72267	2455	3	.	.	PUNCT
afs-72267	2456	1	12—28	12—28	NUM
afs-72267	2456	2	in	in	ADP
afs-72267	2456	3	working	working	PROPN
afs-72267	2456	4	group	group	PROPN
afs-72267	2456	5	ab	ab	PROPN
afs-72267	2456	6	,	,	PUNCT
afs-72267	2456	7	vth	vth	VERB
afs-72267	2456	8	eur	eur	ADJ
afs-72267	2456	9	.	.	PUNCT
afs-72267	2456	10	congr	congr	NOUN
afs-72267	2456	11	.	.	PUNCT
afs-72267	2457	1	agric	agric	PROPN
afs-72267	2457	2	.	.	PUNCT
afs-72267	2458	1	econ	econ	PROPN
afs-72267	2458	2	.	.	PUNCT
afs-72267	2459	1	balatonszeplak	balatonszeplak	PROPN
afs-72267	2459	2	.	.	PUNCT
afs-72267	2460	1	budapest	budapest	PROPN
afs-72267	2460	2	.	.	PUNCT
afs-72267	2460	3	)	)	PUNCT
afs-72267	2461	1	ruttan	ruttan	ADJ
afs-72267	2461	2	,	,	PUNCT
afs-72267	2461	3	v.	v.	ADP
afs-72267	2461	4	1982	1982	NUM
afs-72267	2461	5	.	.	PUNCT
afs-72267	2462	1	agricultural	agricultural	ADJ
afs-72267	2462	2	research	research	NOUN
afs-72267	2462	3	policy	policy	NOUN
afs-72267	2462	4	.	.	PUNCT
afs-72267	2463	1	370	370	NUM
afs-72267	2463	2	p.	p.	NOUN
afs-72267	2463	3	minnesota	minnesota	PROPN
afs-72267	2463	4	.	.	PUNCT
afs-72267	2464	1	schmitz	schmitz	PROPN
afs-72267	2464	2	,	,	PUNCT
afs-72267	2464	3	a.	a.	PROPN
afs-72267	2464	4	&	&	CCONJ
afs-72267	2464	5	seckler	seckler	PROPN
afs-72267	2464	6	,	,	PUNCT
afs-72267	2464	7	d.	d.	PROPN
afs-72267	2464	8	1970	1970	NUM
afs-72267	2464	9	.	.	PUNCT
afs-72267	2465	1	mechanized	mechanized	ADJ
afs-72267	2465	2	agriculture	agriculture	NOUN
afs-72267	2465	3	and	and	CCONJ
afs-72267	2465	4	social	social	ADJ
afs-72267	2465	5	welfare	welfare	NOUN
afs-72267	2465	6	:	:	PUNCT
afs-72267	2465	7	the	the	DET
afs-72267	2465	8	case	case	NOUN
afs-72267	2465	9	of	of	ADP
afs-72267	2465	10	the	the	DET
afs-72267	2465	11	tomato	tomato	NOUN
afs-72267	2465	12	harvester	harvester	NOUN
afs-72267	2465	13	.	.	PUNCT
afs-72267	2466	1	amer	amer	PROPN
afs-72267	2466	2	.	.	PUNCT
afs-72267	2466	3	j.	j.	PROPN
afs-72267	2466	4	agric	agric	PROPN
afs-72267	2466	5	.	.	PROPN
afs-72267	2466	6	econ	econ	PROPN
afs-72267	2466	7	.	.	PUNCT
afs-72267	2467	1	52	52	NUM
afs-72267	2467	2	(	(	PUNCT
afs-72267	2467	3	4	4	NUM
afs-72267	2467	4	):	):	PUNCT
afs-72267	2467	5	569—577	569—577	PROPN
afs-72267	2467	6	.	.	PUNCT
afs-72267	2468	1	schultz	schultz	PROPN
afs-72267	2468	2	,	,	PUNCT
afs-72267	2468	3	t.w	t.w	PROPN
afs-72267	2468	4	.	.	PROPN
afs-72267	2468	5	1953	1953	NUM
afs-72267	2468	6	.	.	PUNCT
afs-72267	2469	1	the	the	DET
afs-72267	2469	2	economic	economic	ADJ
afs-72267	2469	3	organization	organization	NOUN
afs-72267	2469	4	of	of	ADP
afs-72267	2469	5	agriculture	agriculture	PROPN
afs-72267	2469	6	.	.	PUNCT
afs-72267	2470	1	374	374	NUM
afs-72267	2470	2	p.	p.	PROPN
afs-72267	2470	3	usa	usa	PROPN
afs-72267	2470	4	.	.	PROPN
afs-72267	2470	5	1956	1956	NUM
afs-72267	2470	6	.	.	PUNCT
afs-72267	2471	1	reflections	reflection	NOUN
afs-72267	2471	2	on	on	ADP
afs-72267	2471	3	agricultural	agricultural	ADJ
afs-72267	2471	4	production	production	NOUN
afs-72267	2471	5	,	,	PUNCT
afs-72267	2471	6	output	output	NOUN
afs-72267	2471	7	and	and	CCONJ
afs-72267	2471	8	supply	supply	NOUN
afs-72267	2471	9	.	.	PUNCT
afs-72267	2472	1	j.	j.	PROPN
afs-72267	2472	2	farm	farm	PROPN
afs-72267	2472	3	,	,	PUNCT
afs-72267	2472	4	econ	econ	PROPN
afs-72267	2472	5	.	.	PUNCT
afs-72267	2473	1	xxxviii	xxxviii	PROPN
afs-72267	2473	2	(	(	PUNCT
afs-72267	2473	3	3	3	NUM
afs-72267	2473	4	):	):	PUNCT
afs-72267	2473	5	748—762	748—762	NOUN
afs-72267	2473	6	.	.	PUNCT
afs-72267	2473	7	1958	1958	NUM
afs-72267	2473	8	.	.	PUNCT
afs-72267	2474	1	output	output	NOUN
afs-72267	2474	2	-	-	PUNCT
afs-72267	2474	3	input	input	NOUN
afs-72267	2474	4	relationships	relationship	NOUN
afs-72267	2474	5	revisited	revisit	VERB
afs-72267	2474	6	.	.	PUNCT
afs-72267	2475	1	j.	j.	PROPN
afs-72267	2475	2	farm	farm	PROPN
afs-72267	2475	3	.	.	PUNCT
afs-72267	2476	1	econ	econ	PROPN
afs-72267	2476	2	.	.	PUNCT
afs-72267	2477	1	xl	xl	PROPN
afs-72267	2477	2	(	(	PUNCT
afs-72267	2477	3	4	4	NUM
afs-72267	2477	4	):	):	PUNCT
afs-72267	2477	5	924—932	924—932	NUM
afs-72267	2477	6	.	.	PUNCT
afs-72267	2477	7	1971	1971	NUM
afs-72267	2477	8	.	.	PUNCT
afs-72267	2478	1	the	the	DET
afs-72267	2478	2	allocation	allocation	NOUN
afs-72267	2478	3	of	of	ADP
afs-72267	2478	4	resources	resource	NOUN
afs-72267	2478	5	to	to	PART
afs-72267	2478	6	research	research	VERB
afs-72267	2478	7	(	(	PUNCT
afs-72267	2478	8	pp	pp	ADJ
afs-72267	2478	9	.	.	PUNCT
afs-72267	2478	10	90—120	90—120	NUM
afs-72267	2478	11	in	in	ADP
afs-72267	2478	12	ed	ed	PROPN
afs-72267	2478	13	.	.	PUNCT
afs-72267	2478	14	fishel	fishel	PROPN
afs-72267	2478	15	1971	1971	NUM
afs-72267	2478	16	)	)	PUNCT
afs-72267	2478	17	.	.	PUNCT
afs-72267	2479	1	1977	1977	NUM
afs-72267	2479	2	.	.	PUNCT
afs-72267	2480	1	uneven	uneven	ADJ
afs-72267	2480	2	prospects	prospect	NOUN
afs-72267	2480	3	for	for	ADP
afs-72267	2480	4	gains	gain	NOUN
afs-72267	2480	5	from	from	ADP
afs-72267	2480	6	agricultural	agricultural	ADJ
afs-72267	2480	7	340	340	NUM
afs-72267	2480	8	research	research	NOUN
afs-72267	2480	9	related	relate	VERB
afs-72267	2480	10	to	to	ADP
afs-72267	2480	11	economic	economic	ADJ
afs-72267	2480	12	policy	policy	NOUN
afs-72267	2480	13	(	(	PUNCT
afs-72267	2480	14	pp	pp	ADJ
afs-72267	2480	15	.	.	PUNCT
afs-72267	2481	1	578—589	578—589	NUM
afs-72267	2481	2	in	in	ADP
afs-72267	2481	3	ed	ed	NOUN
afs-72267	2481	4	.	.	PUNCT
afs-72267	2482	1	arndt	arndt	PROPN
afs-72267	2482	2	1977	1977	NUM
afs-72267	2482	3	)	)	PUNCT
afs-72267	2482	4	.	.	PUNCT
afs-72267	2483	1	scobie	scobie	PROPN
afs-72267	2483	2	,	,	PUNCT
afs-72267	2483	3	g.m	g.m	PROPN
afs-72267	2483	4	,	,	PUNCT
afs-72267	2483	5	1976	1976	NUM
afs-72267	2483	6	.	.	PUNCT
afs-72267	2484	1	who	who	PRON
afs-72267	2484	2	benefits	benefit	VERB
afs-72267	2484	3	from	from	ADP
afs-72267	2484	4	agricultural	agricultural	ADJ
afs-72267	2484	5	research	research	NOUN
afs-72267	2484	6	?	?	PUNCT
afs-72267	2485	1	rev	rev	PROPN
afs-72267	2485	2	.	.	PROPN
afs-72267	2485	3	marketingagric	marketingagric	PROPN
afs-72267	2485	4	.	.	PUNCT
afs-72267	2486	1	econ	econ	PROPN
afs-72267	2486	2	.	.	PUNCT
afs-72267	2487	1	44(4	44(4	NOUN
afs-72267	2487	2	):	):	PUNCT
afs-72267	2487	3	197—202	197—202	PROPN
afs-72267	2487	4	.	.	PUNCT
afs-72267	2488	1	scobie	scobie	PROPN
afs-72267	2488	2	,	,	PUNCT
afs-72267	2488	3	g.m	g.m	PROPN
afs-72267	2488	4	.	.	PROPN
afs-72267	2488	5	&	&	CCONJ
afs-72267	2488	6	posada	posada	PROPN
afs-72267	2488	7	,	,	PUNCT
afs-72267	2488	8	r.t	r.t	PROPN
afs-72267	2488	9	.	.	PROPN
afs-72267	2488	10	1978	1978	NUM
afs-72267	2488	11	.	.	PUNCT
afs-72267	2489	1	the	the	DET
afs-72267	2489	2	impact	impact	NOUN
afs-72267	2489	3	of	of	ADP
afs-72267	2489	4	technical	technical	ADJ
afs-72267	2489	5	change	change	NOUN
afs-72267	2489	6	on	on	ADP
afs-72267	2489	7	income	income	NOUN
afs-72267	2489	8	distribution	distribution	NOUN
afs-72267	2489	9	:	:	PUNCT
afs-72267	2489	10	the	the	DET
afs-72267	2489	11	case	case	NOUN
afs-72267	2489	12	of	of	ADP
afs-72267	2489	13	rice	rice	NOUN
afs-72267	2489	14	in	in	ADP
afs-72267	2489	15	colombia	colombia	PROPN
afs-72267	2489	16	.	.	PUNCT
afs-72267	2490	1	amer	amer	PROPN
afs-72267	2490	2	.	.	PUNCT
afs-72267	2491	1	j.	j.	PROPN
afs-72267	2491	2	agric	agric	PROPN
afs-72267	2491	3	.	.	PROPN
afs-72267	2492	1	econ	econ	PROPN
afs-72267	2492	2	.	.	PUNCT
afs-72267	2493	1	60	60	NUM
afs-72267	2493	2	(	(	PUNCT
afs-72267	2493	3	1	1	NUM
afs-72267	2493	4	):	):	PUNCT
afs-72267	2493	5	85—22	85—22	NUM
afs-72267	2493	6	.	.	PUNCT
afs-72267	2494	1	siltanen	siltanen	NOUN
afs-72267	2494	2	,	,	PUNCT
afs-72267	2494	3	l.	l.	PROPN
afs-72267	2494	4	1977	1977	NUM
afs-72267	2494	5	.	.	PUNCT
afs-72267	2495	1	maatalouden	maatalouden	ADJ
afs-72267	2495	2	kokonaislaskelmat	kokonaislaskelmat	PROPN
afs-72267	2495	3	1960—1975.agric	1960—1975.agric	PROPN
afs-72267	2495	4	.	.	PROPN
afs-72267	2495	5	econ	econ	PROPN
afs-72267	2495	6	.	.	PUNCT
afs-72267	2496	1	res	res	PROPN
afs-72267	2496	2	.	.	PROPN
afs-72267	2496	3	inst	inst	PROPN
afs-72267	2496	4	,	,	PUNCT
afs-72267	2496	5	res	re	NOUN
afs-72267	2496	6	.	.	PUNCT
afs-72267	2496	7	rep	rep	PROPN
afs-72267	2496	8	.	.	PROPN
afs-72267	2496	9	44	44	NUM
afs-72267	2496	10	.	.	PUNCT
afs-72267	2497	1	86	86	NUM
afs-72267	2497	2	p	p	X
afs-72267	2497	3	,	,	PUNCT
afs-72267	2497	4	helsinki	helsinki	PROPN
afs-72267	2497	5	.	.	PUNCT
afs-72267	2497	6	terleckyj	terleckyj	PROPN
afs-72267	2497	7	,	,	PUNCT
afs-72267	2497	8	n.e	n.e	PROPN
afs-72267	2497	9	.	.	PROPN
afs-72267	2497	10	1980	1980	NUM
afs-72267	2497	11	.	.	PUNCT
afs-72267	2498	1	direct	direct	ADJ
afs-72267	2498	2	and	and	CCONJ
afs-72267	2498	3	indirect	indirect	ADJ
afs-72267	2498	4	effects	effect	NOUN
afs-72267	2498	5	of	of	ADP
afs-72267	2498	6	industrial	industrial	ADJ
afs-72267	2498	7	research	research	NOUN
afs-72267	2498	8	and	and	CCONJ
afs-72267	2498	9	development	development	NOUN
afs-72267	2498	10	on	on	ADP
afs-72267	2498	11	the	the	DET
afs-72267	2498	12	productivity	productivity	NOUN
afs-72267	2498	13	growth	growth	NOUN
afs-72267	2498	14	of	of	ADP
afs-72267	2498	15	industries	industry	NOUN
afs-72267	2498	16	,	,	PUNCT
afs-72267	2498	17	(	(	PUNCT
afs-72267	2498	18	pp	pp	ADV
afs-72267	2498	19	.	.	PUNCT
afs-72267	2499	1	359—386	359—386	NUM
afs-72267	2499	2	in	in	ADP
afs-72267	2499	3	ed	ed	PROPN
afs-72267	2499	4	.	.	PUNCT
afs-72267	2500	1	kendrick	kendrick	PROPN
afs-72267	2500	2	,	,	PUNCT
afs-72267	2500	3	j.w	j.w	PROPN
afs-72267	2500	4	.	.	PROPN
afs-72267	2500	5	&	&	CCONJ
afs-72267	2500	6	vaccara	vaccara	PROPN
afs-72267	2500	7	,	,	PUNCT
afs-72267	2500	8	b.n	b.n	PROPN
afs-72267	2500	9	.	.	PROPN
afs-72267	2500	10	1980	1980	NUM
afs-72267	2500	11	)	)	PUNCT
afs-72267	2500	12	.	.	PUNCT
afs-72267	2501	1	tieteen	tieteen	PROPN
afs-72267	2501	2	keskustoimikunta	keskustoimikunta	PROPN
afs-72267	2501	3	ja	ja	PROPN
afs-72267	2501	4	tieteelliset	tieteelliset	VERB
afs-72267	2501	5	toimikunnat	toimikunnat	PROPN
afs-72267	2501	6	1970—74	1970—74	NOUN
afs-72267	2501	7	.	.	PUNCT
afs-72267	2502	1	annual	annual	ADJ
afs-72267	2502	2	reports	report	NOUN
afs-72267	2502	3	from	from	ADP
afs-72267	2502	4	the	the	DET
afs-72267	2502	5	central	central	NOUN
afs-72267	2502	6	of	of	ADP
afs-72267	2502	7	research	research	NOUN
afs-72267	2502	8	councils	council	NOUN
afs-72267	2502	9	and	and	CCONJ
afs-72267	2502	10	the	the	DET
afs-72267	2502	11	research	research	NOUN
afs-72267	2502	12	councils	council	NOUN
afs-72267	2502	13	.	.	PUNCT
afs-72267	2503	1	tweeten	tweeten	PROPN
afs-72267	2503	2	,	,	PUNCT
afs-72267	2503	3	l.g	l.g	PROPN
afs-72267	2503	4	.	.	PROPN
afs-72267	2503	5	&	&	CCONJ
afs-72267	2503	6	hines	hines	PROPN
afs-72267	2503	7	,	,	PUNCT
afs-72267	2503	8	f.k	f.k	NOUN
afs-72267	2503	9	.	.	PROPN
afs-72267	2503	10	1965	1965	NUM
afs-72267	2503	11	.	.	PUNCT
afs-72267	2504	1	contributions	contribution	NOUN
afs-72267	2504	2	of	of	ADP
afs-72267	2504	3	agricultural	agricultural	ADJ
afs-72267	2504	4	productivity	productivity	NOUN
afs-72267	2504	5	to	to	ADP
afs-72267	2504	6	national	national	ADJ
afs-72267	2504	7	economic	economic	ADJ
afs-72267	2504	8	growth	growth	NOUN
afs-72267	2504	9	.	.	PUNCT
afs-72267	2505	1	agric	agric	PROPN
afs-72267	2505	2	.	.	PUNCT
afs-72267	2506	1	science	science	PROPN
afs-72267	2506	2	rev	rev	VERB
afs-72267	2506	3	.	.	PROPN
afs-72267	2506	4	3	3	NUM
afs-72267	2506	5	(	(	PUNCT
afs-72267	2506	6	2	2	NUM
afs-72267	2506	7	):	):	PUNCT
afs-72267	2506	8	40—45	40—45	NUM
afs-72267	2506	9	.	.	PUNCT
afs-72267	2507	1	uhlin	uhlin	ADJ
afs-72267	2507	2	,	,	PUNCT
afs-72267	2507	3	h	h	PROPN
afs-72267	2507	4	-	-	PUNCT
afs-72267	2507	5	e.	e.	PROPN
afs-72267	2507	6	1985	1985	NUM
afs-72267	2507	7	.	.	PUNCT
afs-72267	2508	1	concepts	concept	NOUN
afs-72267	2508	2	and	and	CCONJ
afs-72267	2508	3	measurement	measurement	NOUN
afs-72267	2508	4	of	of	ADP
afs-72267	2508	5	technical	technical	ADJ
afs-72267	2508	6	and	and	CCONJ
afs-72267	2508	7	structural	structural	ADJ
afs-72267	2508	8	change	change	NOUN
afs-72267	2508	9	in	in	ADP
afs-72267	2508	10	swedish	swedish	ADJ
afs-72267	2508	11	agriculture	agriculture	NOUN
afs-72267	2508	12	.	.	PUNCT
afs-72267	2509	1	swedish	swedish	PROPN
afs-72267	2509	2	university	university	PROPN
afs-72267	2509	3	of	of	ADP
afs-72267	2509	4	agricultural	agricultural	ADJ
afs-72267	2509	5	sciences	sciences	PROPN
afs-72267	2509	6	.	.	PUNCT
afs-72267	2510	1	dept	dept	PROPN
afs-72267	2510	2	,	,	PUNCT
afs-72267	2510	3	econ	econ	PROPN
afs-72267	2510	4	.	.	PUNCT
afs-72267	2510	5	statist	statist	PROPN
afs-72267	2510	6	.	.	PUNCT
afs-72267	2511	1	184	184	NUM
afs-72267	2511	2	p.	p.	NOUN
afs-72267	2511	3	uppsala	uppsala	PROPN
afs-72267	2511	4	.	.	PUNCT
afs-72267	2512	1	valtion	valtion	NOUN
afs-72267	2512	2	tieteelliset	tieteelliset	VERB
afs-72267	2512	3	toimikunnat	toimikunnat	NOUN
afs-72267	2512	4	1961	1961	NUM
afs-72267	2512	5	—	—	PUNCT
afs-72267	2512	6	1969	1969	NUM
afs-72267	2512	7	.	.	PUNCT
afs-72267	2513	1	annual	annual	ADJ
afs-72267	2513	2	reports	report	NOUN
afs-72267	2513	3	from	from	ADP
afs-72267	2513	4	the	the	DET
afs-72267	2513	5	research	research	NOUN
afs-72267	2513	6	councils	council	NOUN
afs-72267	2513	7	.	.	PUNCT
afs-72267	2514	1	vihavainen	vihavainen	PROPN
afs-72267	2514	2	,	,	PUNCT
afs-72267	2514	3	h.	h.	PROPN
afs-72267	2514	4	,	,	PUNCT
afs-72267	2514	5	valppu	valppu	PROPN
afs-72267	2514	6	,	,	PUNCT
afs-72267	2514	7	p.	p.	NOUN
afs-72267	2514	8	,	,	PUNCT
afs-72267	2514	9	suokko	suokko	PROPN
afs-72267	2514	10	,	,	PUNCT
afs-72267	2514	11	s.	s.	PROPN
afs-72267	2514	12	&	&	CCONJ
afs-72267	2514	13	björk	björk	PROPN
afs-72267	2514	14	,	,	PUNCT
afs-72267	2514	15	b	b	PROPN
afs-72267	2514	16	-	-	PUNCT
afs-72267	2514	17	c.	c.	NOUN
afs-72267	2514	18	1980	1980	NUM
afs-72267	2514	19	.	.	PUNCT
afs-72267	2515	1	pääomakanta	pääomakanta	VERB
afs-72267	2515	2	vuosina	vuosina	PROPN
afs-72267	2515	3	1965—1977	1965—1977	NUM
afs-72267	2515	4	.	.	PUNCT
afs-72267	2516	1	central	central	ADJ
afs-72267	2516	2	statistical	statistical	ADJ
afs-72267	2516	3	office	office	NOUN
afs-72267	2516	4	of	of	ADP
afs-72267	2516	5	finland	finland	PROPN
afs-72267	2516	6	.	.	PUNCT
afs-72267	2517	1	studies	study	NOUN
afs-72267	2517	2	no	no	INTJ
afs-72267	2517	3	.	.	NOUN
afs-72267	2518	1	58	58	NUM
afs-72267	2518	2	.	.	NOUN
afs-72267	2519	1	100	100	NUM
afs-72267	2519	2	p.	p.	NOUN
afs-72267	2519	3	helsinki	helsinki	PROPN
afs-72267	2519	4	.	.	PUNCT
afs-72267	2520	1	vuori	vuori	PROPN
afs-72267	2520	2	,	,	PUNCT
afs-72267	2520	3	s.	s.	PROPN
afs-72267	2520	4	1984	1984	NUM
afs-72267	2520	5	.	.	PUNCT
afs-72267	2521	1	kokonaistuottavuus	kokonaistuottavuus	PROPN
afs-72267	2521	2	ja	ja	PROPN
afs-72267	2521	3	tutkimusjakehitystoiminnan	tutkimusjakehitystoiminnan	PROPN
afs-72267	2521	4	tuottoaste	tuottoaste	PROPN
afs-72267	2521	5	suomen	suomen	PROPN
afs-72267	2521	6	jaruotsin	jaruotsin	PROPN
afs-72267	2521	7	teollisuustoimialoilla	teollisuustoimialoilla	PROPN
afs-72267	2521	8	v.	v.	ADP
afs-72267	2521	9	1964—80	1964—80	NUM
afs-72267	2521	10	.	.	PUNCT
afs-72267	2522	1	etla	etla	NOUN
afs-72267	2522	2	series	series	NOUN
afs-72267	2522	3	c	c	PROPN
afs-72267	2522	4	32	32	NUM
afs-72267	2522	5	.	.	PUNCT
afs-72267	2522	6	108	108	NUM
afs-72267	2522	7	p.	p.	NOUN
afs-72267	2522	8	helsinki	helsinki	PROPN
afs-72267	2522	9	.	.	PUNCT
afs-72267	2523	1	wise	wise	PROPN
afs-72267	2523	2	,	,	PUNCT
afs-72267	2523	3	w.s	w.s	PROPN
afs-72267	2523	4	.	.	PROPN
afs-72267	2523	5	1981	1981	NUM
afs-72267	2523	6	.	.	PUNCT
afs-72267	2524	1	the	the	DET
afs-72267	2524	2	theory	theory	NOUN
afs-72267	2524	3	of	of	ADP
afs-72267	2524	4	agricultural	agricultural	ADJ
afs-72267	2524	5	research	research	NOUN
afs-72267	2524	6	benefits	benefit	NOUN
afs-72267	2524	7	.	.	PUNCT
afs-72267	2525	1	j.	j.	PROPN
afs-72267	2525	2	agric	agric	PROPN
afs-72267	2525	3	.	.	PROPN
afs-72267	2525	4	econ	econ	PROPN
afs-72267	2525	5	.	.	PUNCT
afs-72267	2526	1	32	32	NUM
afs-72267	2526	2	(	(	PUNCT
afs-72267	2526	3	2	2	NUM
afs-72267	2526	4	):	):	PUNCT
afs-72267	2526	5	147—157	147—157	PROPN
afs-72267	2526	6	.	.	PUNCT
afs-72267	2526	7	1984	1984	NUM
afs-72267	2526	8	a.	a.	NOUN
afs-72267	2526	9	the	the	DET
afs-72267	2526	10	shift	shift	NOUN
afs-72267	2526	11	of	of	ADP
afs-72267	2526	12	cost	cost	NOUN
afs-72267	2526	13	curves	curve	NOUN
afs-72267	2526	14	and	and	CCONJ
afs-72267	2526	15	agricultural	agricultural	ADJ
afs-72267	2526	16	research	research	NOUN
afs-72267	2526	17	benefits	benefit	NOUN
afs-72267	2526	18	.	.	PUNCT
afs-72267	2527	1	j.	j.	PROPN
afs-72267	2527	2	agric	agric	PROPN
afs-72267	2527	3	.	.	PROPN
afs-72267	2527	4	econ	econ	PROPN
afs-72267	2527	5	.	.	PROPN
afs-72267	2527	6	35	35	NUM
afs-72267	2527	7	(	(	PUNCT
afs-72267	2527	8	1	1	NUM
afs-72267	2527	9	):	):	PUNCT
afs-72267	2527	10	21—30	21—30	NUM
afs-72267	2527	11	.	.	PUNCT
afs-72267	2527	12	1984	1984	NUM
afs-72267	2527	13	b.	b.	PROPN
afs-72267	2527	14	quantitative	quantitative	ADJ
afs-72267	2527	15	methods	method	NOUN
afs-72267	2527	16	for	for	ADP
afs-72267	2527	17	assessing	assess	VERB
afs-72267	2527	18	research	research	NOUN
afs-72267	2527	19	programs	program	NOUN
afs-72267	2527	20	,	,	PUNCT
afs-72267	2527	21	oecd.agr/ree	oecd.agr/ree	PROPN
afs-72267	2527	22	(	(	PUNCT
afs-72267	2527	23	84)5	84)5	NUM
afs-72267	2527	24	.	.	PUNCT
afs-72267	2528	1	16	16	NUM
afs-72267	2528	2	p.	p.	PROPN
afs-72267	2528	3	paris	paris	PROPN
afs-72267	2528	4	.	.	PUNCT
afs-72267	2529	1	wise	wise	PROPN
afs-72267	2529	2	,	,	PUNCT
afs-72267	2529	3	w.s	w.s	PROPN
afs-72267	2529	4	.	.	PROPN
afs-72267	2529	5	&	&	CCONJ
afs-72267	2529	6	fell	fall	VERB
afs-72267	2529	7	,	,	PUNCT
afs-72267	2529	8	e.	e.	PROPN
afs-72267	2529	9	1980	1980	NUM
afs-72267	2529	10	.	.	PUNCT
afs-72267	2530	1	supply	supply	NOUN
afs-72267	2530	2	shifts	shift	NOUN
afs-72267	2530	3	and	and	CCONJ
afs-72267	2530	4	the	the	DET
afs-72267	2530	5	size	size	NOUN
afs-72267	2530	6	of	of	ADP
afs-72267	2530	7	research	research	NOUN
afs-72267	2530	8	benefits	benefit	NOUN
afs-72267	2530	9	:	:	PUNCT
afs-72267	2530	10	comment	comment	NOUN
afs-72267	2530	11	.	.	PUNCT
afs-72267	2531	1	amer	amer	PROPN
afs-72267	2531	2	.	.	PUNCT
afs-72267	2532	1	j.	j.	PROPN
afs-72267	2532	2	agric	agric	PROPN
afs-72267	2532	3	.	.	PROPN
afs-72267	2533	1	econ	econ	PROPN
afs-72267	2533	2	.	.	PUNCT
afs-72267	2534	1	62	62	NUM
afs-72267	2534	2	(	(	PUNCT
afs-72267	2534	3	4	4	NUM
afs-72267	2534	4	):	):	PUNCT
afs-72267	2534	5	838—840	838—840	NUM
afs-72267	2534	6	.	.	PUNCT
afs-72267	2535	1	wonnacott	wonnacott	PROPN
afs-72267	2535	2	,	,	PUNCT
afs-72267	2535	3	r.j	r.j	PROPN
afs-72267	2535	4	.	.	PROPN
afs-72267	2535	5	&	&	CCONJ
afs-72267	2535	6	wonnacott	wonnacott	PROPN
afs-72267	2535	7	,	,	PUNCT
afs-72267	2535	8	t.h	t.h	PROPN
afs-72267	2535	9	.	.	PROPN
afs-72267	2535	10	1970	1970	NUM
afs-72267	2535	11	.	.	PUNCT
afs-72267	2536	1	econometrics	econometric	NOUN
afs-72267	2536	2	.	.	PUNCT
afs-72267	2537	1	john	john	PROPN
afs-72267	2537	2	wilay	wilay	PROPN
afs-72267	2537	3	&	&	CCONJ
afs-72267	2537	4	sons	son	NOUN
afs-72267	2537	5	.	.	PUNCT
afs-72267	2538	1	580	580	NUM
afs-72267	2538	2	p.	p.	NOUN
afs-72267	2538	3	2nd	2nd	PROPN
afs-72267	2538	4	ed	ed	NOUN
afs-72267	2538	5	.	.	PUNCT
afs-72267	2538	6	usa	usa	PROPN
afs-72267	2538	7	.	.	PROPN
afs-72267	2538	8	wyatt	wyatt	PROPN
afs-72267	2538	9	,	,	PUNCT
afs-72267	2538	10	g.	g.	PROPN
afs-72267	2538	11	1983	1983	NUM
afs-72267	2538	12	.	.	PUNCT
afs-72267	2539	1	multifactor	multifactor	NOUN
afs-72267	2539	2	productivity	productivity	NOUN
afs-72267	2539	3	change	change	NOUN
afs-72267	2539	4	in	in	ADP
afs-72267	2539	5	finnish	finnish	ADJ
afs-72267	2539	6	and	and	CCONJ
afs-72267	2539	7	swedish	swedish	ADJ
afs-72267	2539	8	industries	industry	NOUN
afs-72267	2539	9	,	,	PUNCT
afs-72267	2539	10	1960	1960	NUM
afs-72267	2539	11	to	to	ADP
afs-72267	2539	12	1980	1980	NUM
afs-72267	2539	13	.	.	PUNCT
afs-72267	2540	1	etla	etla	NOUN
afs-72267	2540	2	serie	serie	X
afs-72267	2540	3	b	b	PROPN
afs-72267	2540	4	38	38	NUM
afs-72267	2540	5	.	.	PUNCT
afs-72267	2541	1	119	119	NUM
afs-72267	2541	2	p.	p.	NOUN
afs-72267	2541	3	helsinki	helsinki	PROPN
afs-72267	2541	4	.	.	PUNCT
afs-72267	2542	1	zentner	zentner	PROPN
afs-72267	2542	2	,	,	PUNCT
afs-72267	2542	3	r.p	r.p	PROPN
afs-72267	2542	4	.	.	PROPN
afs-72267	2542	5	&	&	CCONJ
afs-72267	2542	6	peterson	peterson	PROPN
afs-72267	2542	7	,	,	PUNCT
afs-72267	2542	8	w.l	w.l	PROPN
afs-72267	2542	9	.	.	PROPN
afs-72267	2542	10	1984	1984	NUM
afs-72267	2542	11	.	.	PUNCT
afs-72267	2543	1	an	an	DET
afs-72267	2543	2	economic	economic	ADJ
afs-72267	2543	3	evaluation	evaluation	NOUN
afs-72267	2543	4	of	of	ADP
afs-72267	2543	5	public	public	ADJ
afs-72267	2543	6	wheat	wheat	NOUN
afs-72267	2543	7	research	research	NOUN
afs-72267	2543	8	and	and	CCONJ
afs-72267	2543	9	extension	extension	NOUN
afs-72267	2543	10	expenditures	expenditure	NOUN
afs-72267	2543	11	in	in	ADP
afs-72267	2543	12	canada	canada	PROPN
afs-72267	2543	13	.	.	PUNCT
afs-72267	2544	1	can	can	AUX
afs-72267	2544	2	.	.	PUNCT
afs-72267	2545	1	j.	j.	PROPN
afs-72267	2545	2	of	of	ADP
afs-72267	2545	3	agric	agric	PROPN
afs-72267	2545	4	.	.	PUNCT
afs-72267	2545	5	econ	econ	PROPN
afs-72267	2545	6	.	.	PUNCT
afs-72267	2546	1	32	32	NUM
afs-72267	2546	2	(	(	PUNCT
afs-72267	2546	3	2	2	NUM
afs-72267	2546	4	):	):	PUNCT
afs-72267	2546	5	327—353	327—353	NUM
afs-72267	2546	6	.	.	PUNCT
afs-72267	2547	1	341	341	NUM
afs-72267	2547	2	342	342	NUM
afs-72267	2547	3	appendix	appendix	NOUN
afs-72267	2547	4	1	1	NUM
afs-72267	2547	5	.	.	PUNCT
afs-72267	2547	6	estimated	estimate	VERB
afs-72267	2547	7	rates	rate	NOUN
afs-72267	2547	8	of	of	ADP
afs-72267	2547	9	return	return	NOUN
afs-72267	2547	10	from	from	ADP
afs-72267	2547	11	investment	investment	NOUN
afs-72267	2547	12	in	in	ADP
afs-72267	2547	13	agricultural	agricultural	ADJ
afs-72267	2547	14	research	research	NOUN
afs-72267	2547	15	.	.	PUNCT
afs-72267	2548	1	(	(	PUNCT
afs-72267	2548	2	pinstrup	pinstrup	NOUN
afs-72267	2548	3	-	-	PUNCT
afs-72267	2548	4	andersen	andersen	PROPN
afs-72267	2548	5	1982	1982	NUM
afs-72267	2548	6	)	)	PUNCT
afs-72267	2548	7	.	.	PUNCT
afs-72267	2549	1	commodity	commodity	NOUN
afs-72267	2549	2	country	country	NOUN
afs-72267	2549	3	period	period	NOUN
afs-72267	2549	4	annual	annual	ADJ
afs-72267	2549	5	rate	rate	NOUN
afs-72267	2549	6	source	source	NOUN
afs-72267	2549	7	of	of	ADP
afs-72267	2549	8	return	return	NOUN
afs-72267	2549	9	(	(	PUNCT
afs-72267	2549	10	%	%	INTJ
afs-72267	2549	11	)	)	PUNCT
afs-72267	2549	12	aggregate	aggregate	ADJ
afs-72267	2549	13	india	india	PROPN
afs-72267	2549	14	1953—71	1953—71	NUM
afs-72267	2549	15	40	40	NUM
afs-72267	2549	16	evenson	evenson	NOUN
afs-72267	2549	17	and	and	CCONJ
afs-72267	2549	18	jha	jha	PROPN
afs-72267	2549	19	(	(	PUNCT
afs-72267	2549	20	1973	1973	NUM
afs-72267	2549	21	)	)	PUNCT
afs-72267	2549	22	aggregate	aggregate	VERB
afs-72267	2549	23	india	india	PROPN
afs-72267	2549	24	63	63	NUM
afs-72267	2549	25	kahlon	kahlon	NOUN
afs-72267	2549	26	et	et	PROPN
afs-72267	2549	27	al	al	PROPN
afs-72267	2549	28	.	.	PROPN
afs-72267	2550	1	(	(	PUNCT
afs-72267	2550	2	1977	1977	NUM
afs-72267	2550	3	)	)	PUNCT
afs-72267	2550	4	aggregate	aggregate	VERB
afs-72267	2550	5	japan	japan	PROPN
afs-72267	2550	6	1880—1938	1880—1938	PROPN
afs-72267	2550	7	35	35	NUM
afs-72267	2550	8	tang	tang	NOUN
afs-72267	2550	9	(	(	PUNCT
afs-72267	2550	10	1953	1953	NUM
afs-72267	2550	11	)	)	PUNCT
afs-72267	2550	12	aggregate	aggregate	ADJ
afs-72267	2550	13	usa	usa	PROPN
afs-72267	2550	14	1949—59	1949—59	NUM
afs-72267	2550	15	35—40	35—40	NOUN
afs-72267	2550	16	griliches	griliche	NOUN
afs-72267	2550	17	(	(	PUNCT
afs-72267	2550	18	1964	1964	NUM
afs-72267	2550	19	)	)	PUNCT
afs-72267	2550	20	aggregate	aggregate	VERB
afs-72267	2550	21	usa	usa	PROPN
afs-72267	2550	22	1949—59	1949—59	PROPN
afs-72267	2550	23	47	47	NUM
afs-72267	2550	24	evenson	evenson	NOUN
afs-72267	2550	25	(	(	PUNCT
afs-72267	2550	26	1969	1969	NUM
afs-72267	2550	27	)	)	PUNCT
afs-72267	2550	28	aggregate	aggregate	ADJ
afs-72267	2550	29	usa	usa	PROPN
afs-72267	2550	30	1937—42	1937—42	NUM
afs-72267	2550	31	50	50	NUM
afs-72267	2550	32	peterson	peterson	NOUN
afs-72267	2550	33	and	and	CCONJ
afs-72267	2550	34	fitzharris	fitzharris	PROPN
afs-72267	2550	35	(	(	PUNCT
afs-72267	2550	36	1977	1977	NUM
afs-72267	2550	37	)	)	PUNCT
afs-72267	2550	38	aggregate	aggregate	VERB
afs-72267	2550	39	usa	usa	PROPN
afs-72267	2550	40	1947—52	1947—52	NUM
afs-72267	2550	41	51	51	NUM
afs-72267	2550	42	peterson	peterson	NOUN
afs-72267	2550	43	and	and	CCONJ
afs-72267	2550	44	fitzharris	fitzharris	PROPN
afs-72267	2550	45	(	(	PUNCT
afs-72267	2550	46	1977	1977	NUM
afs-72267	2550	47	)	)	PUNCT
afs-72267	2550	48	aggregate	aggregate	VERB
afs-72267	2550	49	usa	usa	PROPN
afs-72267	2550	50	1957—62	1957—62	NUM
afs-72267	2550	51	49	49	NUM
afs-72267	2550	52	peterson	peterson	NOUN
afs-72267	2550	53	and	and	CCONJ
afs-72267	2550	54	fitzharris	fitzharris	PROPN
afs-72267	2550	55	(	(	PUNCT
afs-72267	2550	56	1977	1977	NUM
afs-72267	2550	57	)	)	PUNCT
afs-72267	2550	58	aggregate	aggregate	ADJ
afs-72267	2550	59	usa	usa	PROPN
afs-72267	2550	60	1967—72	1967—72	NUM
afs-72267	2550	61	34	34	NUM
afs-72267	2550	62	peterson	peterson	NOUN
afs-72267	2550	63	and	and	CCONJ
afs-72267	2550	64	fitzharris	fitzharris	PROPN
afs-72267	2550	65	(	(	PUNCT
afs-72267	2550	66	1977	1977	NUM
afs-72267	2550	67	)	)	PUNCT
afs-72267	2550	68	aggregate	aggregate	ADJ
afs-72267	2550	69	usa	usa	PROPN
afs-72267	2550	70	1938—48	1938—48	NUM
afs-72267	2550	71	30	30	NUM
afs-72267	2550	72	lu	lu	PROPN
afs-72267	2550	73	,	,	PUNCT
afs-72267	2550	74	cline	cline	PROPN
afs-72267	2550	75	and	and	CCONJ
afs-72267	2550	76	quance	quance	NOUN
afs-72267	2550	77	(	(	PUNCT
afs-72267	2550	78	1979	1979	NUM
afs-72267	2550	79	)	)	PUNCT
afs-72267	2550	80	aggregate	aggregate	VERB
afs-72267	2550	81	usa	usa	PROPN
afs-72267	2550	82	1949—59	1949—59	PROPN
afs-72267	2551	1	28	28	NUM
afs-72267	2551	2	lu	lu	PROPN
afs-72267	2551	3	,	,	PUNCT
afs-72267	2551	4	cline	cline	PROPN
afs-72267	2551	5	and	and	CCONJ
afs-72267	2551	6	quance	quance	NOUN
afs-72267	2551	7	(	(	PUNCT
afs-72267	2551	8	1979	1979	NUM
afs-72267	2551	9	)	)	PUNCT
afs-72267	2551	10	aggregate	aggregate	VERB
afs-72267	2551	11	usa	usa	PROPN
afs-72267	2551	12	1959—69	1959—69	NUM
afs-72267	2551	13	26	26	NUM
afs-72267	2551	14	lu	lu	PROPN
afs-72267	2551	15	,	,	PUNCT
afs-72267	2551	16	cline	cline	PROPN
afs-72267	2551	17	and	and	CCONJ
afs-72267	2551	18	quance	quance	NOUN
afs-72267	2551	19	(	(	PUNCT
afs-72267	2551	20	1979	1979	NUM
afs-72267	2551	21	)	)	PUNCT
afs-72267	2551	22	aggregate	aggregate	ADJ
afs-72267	2551	23	usa	usa	PROPN
afs-72267	2551	24	1969—72	1969—72	PROPN
afs-72267	2551	25	24	24	NUM
afs-72267	2551	26	lu	lu	PROPN
afs-72267	2551	27	,	,	PUNCT
afs-72267	2551	28	cline	cline	PROPN
afs-72267	2551	29	and	and	CCONJ
afs-72267	2551	30	quance	quance	NOUN
afs-72267	2551	31	(	(	PUNCT
afs-72267	2551	32	1979	1979	NUM
afs-72267	2551	33	)	)	PUNCT
afs-72267	2551	34	hybrid	hybrid	NOUN
afs-72267	2551	35	maize	maize	NOUN
afs-72267	2551	36	usa	usa	PROPN
afs-72267	2551	37	1940—55	1940—55	NUM
afs-72267	2551	38	35—40	35—40	NOUN
afs-72267	2551	39	griliches	griliche	NOUN
afs-72267	2551	40	(	(	PUNCT
afs-72267	2551	41	1958	1958	NUM
afs-72267	2551	42	)	)	PUNCT
afs-72267	2551	43	maize	maize	PROPN
afs-72267	2551	44	chile	chile	NOUN
afs-72267	2551	45	1940—77	1940—77	NUM
afs-72267	2551	46	32—34	32—34	NUM
afs-72267	2551	47	yrarrazaval	yrarrazaval	NOUN
afs-72267	2551	48	,	,	PUNCT
afs-72267	2551	49	navarrete	navarrete	PROPN
afs-72267	2551	50	and	and	CCONJ
afs-72267	2551	51	valdivia	valdivia	PROPN
afs-72267	2551	52	(	(	PUNCT
afs-72267	2551	53	1979	1979	NUM
afs-72267	2551	54	)	)	PUNCT
afs-72267	2551	55	maize	maize	PROPN
afs-72267	2551	56	peru	peru	PROPN
afs-72267	2551	57	1954—67	1954—67	NUM
afs-72267	2551	58	35—40	35—40	NUM
afs-72267	2551	59	hines	hine	NOUN
afs-72267	2551	60	,	,	PUNCT
afs-72267	2551	61	(	(	PUNCT
afs-72267	2551	62	1972	1972	NUM
afs-72267	2551	63	)	)	PUNCT
afs-72267	2551	64	maize	maize	NOUN
afs-72267	2551	65	and	and	CCONJ
afs-72267	2551	66	sorghum	sorghum	NOUN
afs-72267	2551	67	mexico	mexico	PROPN
afs-72267	2551	68	1943—64	1943—64	NUM
afs-72267	2551	69	26—59	26—59	NUM
afs-72267	2551	70	ardito	ardito	ADJ
afs-72267	2551	71	-	-	PUNCT
afs-72267	2551	72	barletta	barletta	PROPN
afs-72267	2551	73	(	(	PUNCT
afs-72267	2551	74	1970	1970	NUM
afs-72267	2551	75	)	)	PUNCT
afs-72267	2551	76	hybrid	hybrid	ADJ
afs-72267	2551	77	sorghum	sorghum	NOUN
afs-72267	2551	78	usa	usa	PROPN
afs-72267	2551	79	1940—57	1940—57	NUM
afs-72267	2551	80	20	20	NUM
afs-72267	2551	81	griliches	griliche	NOUN
afs-72267	2551	82	(	(	PUNCT
afs-72267	2551	83	1958	1958	NUM
afs-72267	2551	84	)	)	PUNCT
afs-72267	2551	85	wheat	wheat	NOUN
afs-72267	2551	86	mexico	mexico	PROPN
afs-72267	2551	87	1943—64	1943—64	NUM
afs-72267	2551	88	69—104	69—104	NUM
afs-72267	2551	89	ardito	ardito	ADJ
afs-72267	2551	90	-	-	PUNCT
afs-72267	2551	91	barletta	barletta	PROPN
afs-72267	2551	92	(	(	PUNCT
afs-72267	2551	93	1970	1970	NUM
afs-72267	2551	94	)	)	PUNCT
afs-72267	2551	95	wheat	wheat	NOUN
afs-72267	2551	96	colombia	colombia	PROPN
afs-72267	2551	97	1953—73	1953—73	NUM
afs-72267	2551	98	11	11	NUM
afs-72267	2551	99	—	—	PUNCT
afs-72267	2551	100	l2	l2	NOUN
afs-72267	2551	101	hertford	hertford	PROPN
afs-72267	2551	102	et	et	PROPN
afs-72267	2551	103	al	al	PROPN
afs-72267	2551	104	.	.	PROPN
afs-72267	2552	1	(	(	PUNCT
afs-72267	2552	2	1977	1977	NUM
afs-72267	2552	3	)	)	PUNCT
afs-72267	2552	4	wheat	wheat	NOUN
afs-72267	2552	5	bolivia	bolivia	PROPN
afs-72267	2552	6	1966—75	1966—75	NUM
afs-72267	2552	7	—	—	PUNCT
afs-72267	2552	8	4b	4b	X
afs-72267	2552	9	wennergren	wennergren	NOUN
afs-72267	2552	10	and	and	CCONJ
afs-72267	2552	11	whitaker	whitaker	PROPN
afs-72267	2552	12	(	(	PUNCT
afs-72267	2552	13	1977	1977	NUM
afs-72267	2552	14	)	)	PUNCT
afs-72267	2552	15	wheat	wheat	NOUN
afs-72267	2552	16	chile	chile	PROPN
afs-72267	2552	17	1949—77	1949—77	PROPN
afs-72267	2552	18	yrarrazaval	yrarrazaval	PROPN
afs-72267	2552	19	,	,	PUNCT
afs-72267	2552	20	navarrete	navarrete	PROPN
afs-72267	2552	21	and	and	CCONJ
afs-72267	2552	22	valdivia	valdivia	PROPN
afs-72267	2552	23	(	(	PUNCT
afs-72267	2552	24	1979	1979	NUM
afs-72267	2552	25	)	)	PUNCT
afs-72267	2552	26	rice	rice	NOUN
afs-72267	2552	27	colombia	colombia	PROPN
afs-72267	2552	28	1957—72	1957—72	NUM
afs-72267	2552	29	60—82	60—82	NUM
afs-72267	2552	30	hertford	hertford	PROPN
afs-72267	2552	31	et	et	PROPN
afs-72267	2552	32	al	al	PROPN
afs-72267	2552	33	.	.	PROPN
afs-72267	2553	1	(	(	PUNCT
afs-72267	2553	2	1977	1977	NUM
afs-72267	2553	3	)	)	PUNCT
afs-72267	2553	4	rice	rice	NOUN
afs-72267	2553	5	colombia	colombia	PROPN
afs-72267	2553	6	1957—74	1957—74	NUM
afs-72267	2553	7	94	94	NUM
afs-72267	2553	8	scobie	scobie	NOUN
afs-72267	2553	9	and	and	CCONJ
afs-72267	2553	10	posada	posada	PROPN
afs-72267	2553	11	(	(	PUNCT
afs-72267	2553	12	1978	1978	NUM
afs-72267	2553	13	)	)	PUNCT
afs-72267	2553	14	rice	rice	PROPN
afs-72267	2553	15	japan	japan	PROPN
afs-72267	2553	16	1915—50	1915—50	NUM
afs-72267	2553	17	25—27	25—27	NUM
afs-72267	2553	18	akino	akino	NOUN
afs-72267	2553	19	and	and	CCONJ
afs-72267	2553	20	hayami	hayami	NOUN
afs-72267	2553	21	(	(	PUNCT
afs-72267	2553	22	1975	1975	NUM
afs-72267	2553	23	)	)	PUNCT
afs-72267	2553	24	rice	rice	PROPN
afs-72267	2553	25	japan	japan	PROPN
afs-72267	2553	26	1930—61	1930—61	NUM
afs-72267	2553	27	73—75	73—75	NUM
afs-72267	2553	28	akino	akino	NOUN
afs-72267	2553	29	and	and	CCONJ
afs-72267	2553	30	hayami	hayami	NOUN
afs-72267	2553	31	(	(	PUNCT
afs-72267	2553	32	1975	1975	NUM
afs-72267	2553	33	)	)	PUNCT
afs-72267	2553	34	rice	rice	NOUN
afs-72267	2553	35	asia	asia	PROPN
afs-72267	2553	36	1950—65	1950—65	NUM
afs-72267	2554	1	32—39	32—39	NUM
afs-72267	2554	2	evenson	evenson	PROPN
afs-72267	2554	3	and	and	CCONJ
afs-72267	2554	4	flores	flores	PROPN
afs-72267	2554	5	(	(	PUNCT
afs-72267	2554	6	1978	1978	NUM
afs-72267	2554	7	)	)	PUNCT
afs-72267	2554	8	rice	rice	NOUN
afs-72267	2554	9	asia	asia	PROPN
afs-72267	2554	10	1966—75	1966—75	NUM
afs-72267	2554	11	73—78	73—78	NUM
afs-72267	2554	12	evenson	evenson	NOUN
afs-72267	2554	13	and	and	CCONJ
afs-72267	2554	14	flores	flores	PROPN
afs-72267	2554	15	(	(	PUNCT
afs-72267	2554	16	1978	1978	NUM
afs-72267	2554	17	)	)	PUNCT
afs-72267	2554	18	rice	rice	NOUN
afs-72267	2554	19	tropics	tropic	NOUN
afs-72267	2554	20	1966—75	1966—75	NUM
afs-72267	2554	21	46—71	46—71	NUM
afs-72267	2554	22	flores	flore	NOUN
afs-72267	2554	23	-	-	PUNCT
afs-72267	2554	24	moya	moya	PROPN
afs-72267	2554	25	et	et	PROPN
afs-72267	2554	26	al	al	PROPN
afs-72267	2554	27	.	.	PROPN
afs-72267	2555	1	(	(	PUNCT
afs-72267	2555	2	1978	1978	NUM
afs-72267	2555	3	)	)	PUNCT
afs-72267	2555	4	rice	rice	NOUN
afs-72267	2555	5	philippines	philippine	NOUN
afs-72267	2555	6	1966—75	1966—75	NUM
afs-72267	2555	7	27	27	NUM
afs-72267	2555	8	flores	flore	NOUN
afs-72267	2555	9	-	-	PUNCT
afs-72267	2555	10	moya	moya	PROPN
afs-72267	2555	11	et	et	PROPN
afs-72267	2555	12	al	al	PROPN
afs-72267	2555	13	.	.	PROPN
afs-72267	2556	1	(	(	PUNCT
afs-72267	2556	2	1978	1978	NUM
afs-72267	2556	3	)	)	PUNCT
afs-72267	2556	4	cash	cash	NOUN
afs-72267	2556	5	grains	grain	NOUN
afs-72267	2556	6	usa	usa	PROPN
afs-72267	2556	7	1969	1969	NUM
afs-72267	2556	8	36	36	NUM
afs-72267	2556	9	bredahl	bredahl	NOUN
afs-72267	2556	10	and	and	CCONJ
afs-72267	2556	11	peterson	peterson	PROPN
afs-72267	2556	12	(	(	PUNCT
afs-72267	2556	13	1976	1976	NUM
afs-72267	2556	14	)	)	PUNCT
afs-72267	2556	15	soybeans	soybean	NOUN
afs-72267	2556	16	colombia	colombia	PROPN
afs-72267	2556	17	1960—71	1960—71	NUM
afs-72267	2556	18	79—96	79—96	PROPN
afs-72267	2556	19	hertford	hertford	PROPN
afs-72267	2556	20	et	et	PROPN
afs-72267	2556	21	al	al	PROPN
afs-72267	2556	22	.	.	PROPN
afs-72267	2557	1	(	(	PUNCT
afs-72267	2557	2	1977	1977	NUM
afs-72267	2557	3	)	)	PUNCT
afs-72267	2557	4	potatoes	potatoe	VERB
afs-72267	2557	5	mexico	mexico	PROPN
afs-72267	2557	6	1943—64	1943—64	NUM
afs-72267	2557	7	69	69	NUM
afs-72267	2557	8	ardito	ardito	ADJ
afs-72267	2557	9	-	-	PUNCT
afs-72267	2557	10	barletta	barletta	NOUN
afs-72267	2557	11	(	(	PUNCT
afs-72267	2557	12	1970	1970	NUM
afs-72267	2557	13	)	)	PUNCT
afs-72267	2557	14	sugar	sugar	NOUN
afs-72267	2557	15	cane	cane	PROPN
afs-72267	2557	16	south	south	PROPN
afs-72267	2557	17	africa	africa	PROPN
afs-72267	2557	18	1945—62	1945—62	NUM
afs-72267	2557	19	40	40	NUM
afs-72267	2557	20	evenson	evenson	NOUN
afs-72267	2557	21	(	(	PUNCT
afs-72267	2557	22	1969	1969	NUM
afs-72267	2557	23	)	)	PUNCT
afs-72267	2557	24	sugar	sugar	NOUN
afs-72267	2557	25	cane	cane	NOUN
afs-72267	2557	26	australia	australia	PROPN
afs-72267	2557	27	1945—58	1945—58	NUM
afs-72267	2557	28	50	50	NUM
afs-72267	2557	29	evenson	evenson	NOUN
afs-72267	2557	30	(	(	PUNCT
afs-72267	2557	31	1969	1969	NUM
afs-72267	2557	32	)	)	PUNCT
afs-72267	2557	33	sugar	sugar	NOUN
afs-72267	2557	34	cane	cane	NOUN
afs-72267	2557	35	india	india	PROPN
afs-72267	2557	36	1945—58	1945—58	NUM
afs-72267	2557	37	60	60	NUM
afs-72267	2557	38	evenson	evenson	NOUN
afs-72267	2557	39	(	(	PUNCT
afs-72267	2557	40	1969	1969	NUM
afs-72267	2557	41	)	)	PUNCT
afs-72267	2557	42	cocoa	cocoa	NOUN
afs-72267	2557	43	brazil	brazil	PROPN
afs-72267	2557	44	1923—74	1923—74	NUM
afs-72267	2557	45	16	16	NUM
afs-72267	2557	46	monteiro	monteiro	PROPN
afs-72267	2557	47	(	(	PUNCT
afs-72267	2557	48	1975	1975	NUM
afs-72267	2557	49	)	)	PUNCT
afs-72267	2557	50	cocoa	cocoa	PROPN
afs-72267	2557	51	brazil	brazil	PROPN
afs-72267	2557	52	1958—74	1958—74	PROPN
afs-72267	2557	53	60	60	NUM
afs-72267	2557	54	monteiro	monteiro	PROPN
afs-72267	2557	55	(	(	PUNCT
afs-72267	2557	56	1975	1975	NUM
afs-72267	2557	57	)	)	PUNCT
afs-72267	2557	58	cotton	cotton	NOUN
afs-72267	2557	59	brazil	brazil	PROPN
afs-72267	2557	60	1924—67	1924—67	NUM
afs-72267	2557	61	77	77	NUM
afs-72267	2557	62	+	+	NUM
afs-72267	2557	63	ayer	ayer	NOUN
afs-72267	2557	64	(	(	PUNCT
afs-72267	2557	65	1970	1970	NUM
afs-72267	2557	66	)	)	PUNCT
afs-72267	2557	67	cotton	cotton	NOUN
afs-72267	2557	68	colombia	colombia	PROPN
afs-72267	2557	69	1953—72	1953—72	NUM
afs-72267	2557	70	negative	negative	ADJ
afs-72267	2557	71	hertford	hertford	PROPN
afs-72267	2557	72	et	et	PROPN
afs-72267	2557	73	al	al	PROPN
afs-72267	2557	74	.	.	PROPN
afs-72267	2558	1	(	(	PUNCT
afs-72267	2558	2	1977	1977	NUM
afs-72267	2558	3	)	)	PUNCT
afs-72267	2558	4	rubber	rubber	NOUN
afs-72267	2558	5	malaysia	malaysia	PROPN
afs-72267	2558	6	1932—73	1932—73	NUM
afs-72267	2558	7	25	25	NUM
afs-72267	2558	8	pee	pee	NOUN
afs-72267	2558	9	(	(	PUNCT
afs-72267	2558	10	1977	1977	NUM
afs-72267	2558	11	)	)	PUNCT
afs-72267	2558	12	rapeseed	rapeseed	NOUN
afs-72267	2558	13	canada	canada	PROPN
afs-72267	2558	14	1964—75	1964—75	PROPN
afs-72267	2559	1	95—105	95—105	NUM
afs-72267	2559	2	nagy	nagy	NOUN
afs-72267	2559	3	and	and	CCONJ
afs-72267	2559	4	furtan	furtan	PROPN
afs-72267	2559	5	(	(	PUNCT
afs-72267	2559	6	1978	1978	NUM
afs-72267	2559	7	)	)	PUNCT
afs-72267	2559	8	pastures	pasture	NOUN
afs-72267	2559	9	australia	australia	PROPN
afs-72267	2559	10	1948—69	1948—69	NUM
afs-72267	2559	11	65—80	65—80	NUM
afs-72267	2559	12	duncan	duncan	NOUN
afs-72267	2559	13	(	(	PUNCT
afs-72267	2559	14	1972	1972	NUM
afs-72267	2559	15	)	)	PUNCT
afs-72267	2559	16	poultry	poultry	NOUN
afs-72267	2559	17	usa	usa	PROPN
afs-72267	2559	18	1915—60	1915—60	PROPN
afs-72267	2559	19	21—25	21—25	PROPN
afs-72267	2559	20	peterson	peterson	NOUN
afs-72267	2559	21	(	(	PUNCT
afs-72267	2559	22	1967	1967	NUM
afs-72267	2559	23	)	)	PUNCT
afs-72267	2559	24	poultry	poultry	NOUN
afs-72267	2559	25	usa	usa	PROPN
afs-72267	2559	26	1969	1969	NUM
afs-72267	2559	27	37	37	NUM
afs-72267	2559	28	bredahl	bredahl	NOUN
afs-72267	2559	29	and	and	CCONJ
afs-72267	2559	30	peterson	peterson	PROPN
afs-72267	2559	31	(	(	PUNCT
afs-72267	2559	32	1976	1976	NUM
afs-72267	2559	33	)	)	PUNCT
afs-72267	2559	34	sheep	sheep	NOUN
afs-72267	2559	35	bolivia	bolivia	NOUN
afs-72267	2559	36	1966—75	1966—75	NUM
afs-72267	2559	37	44	44	NUM
afs-72267	2559	38	wennergren	wennergren	NOUN
afs-72267	2559	39	and	and	CCONJ
afs-72267	2559	40	whitaker	whitaker	PROPN
afs-72267	2559	41	(	(	PUNCT
afs-72267	2559	42	1977	1977	NUM
afs-72267	2559	43	)	)	PUNCT
afs-72267	2559	44	dairy	dairy	NOUN
afs-72267	2559	45	india	india	PROPN
afs-72267	2559	46	1963—75	1963—75	NUM
afs-72267	2559	47	29	29	NUM
afs-72267	2559	48	kumar	kumar	PROPN
afs-72267	2559	49	,	,	PUNCT
afs-72267	2559	50	maji	maji	NOUN
afs-72267	2559	51	and	and	CCONJ
afs-72267	2559	52	patel	patel	PROPN
afs-72267	2559	53	(	(	PUNCT
afs-72267	2559	54	1977	1977	NUM
afs-72267	2559	55	)	)	PUNCT
afs-72267	2559	56	dairy	dairy	NOUN
afs-72267	2559	57	usa	usa	PROPN
afs-72267	2559	58	1969	1969	NUM
afs-72267	2559	59	43	43	NUM
afs-72267	2559	60	bredahl	bredahl	NOUN
afs-72267	2559	61	and	and	CCONJ
afs-72267	2559	62	peterson	peterson	PROPN
afs-72267	2559	63	(	(	PUNCT
afs-72267	2559	64	1976	1976	NUM
afs-72267	2559	65	)	)	PUNCT
afs-72267	2559	66	livestock	livestock	NOUN
afs-72267	2559	67	usa	usa	PROPN
afs-72267	2559	68	1969	1969	NUM
afs-72267	2559	69	47	47	NUM
afs-72267	2559	70	bredahl	bredahl	NOUN
afs-72267	2559	71	and	and	CCONJ
afs-72267	2559	72	peterson	peterson	PROPN
afs-72267	2559	73	(	(	PUNCT
afs-72267	2559	74	1976	1976	NUM
afs-72267	2559	75	)	)	PUNCT
afs-72267	2559	76	tomato	tomato	NOUN
afs-72267	2559	77	harvest	harvest	NOUN
afs-72267	2559	78	usa	usa	PROPN
afs-72267	2559	79	1958—69	1958—69	NUM
afs-72267	2559	80	37—46	37—46	NUM
afs-72267	2559	81	schmitz	schmitz	NOUN
afs-72267	2559	82	and	and	CCONJ
afs-72267	2559	83	seckler	seckler	NOUN
afs-72267	2559	84	(	(	PUNCT
afs-72267	2559	85	1970	1970	NUM
afs-72267	2559	86	)	)	PUNCT
afs-72267	2559	87	appendix	appendix	VERB
afs-72267	2559	88	2	2	NUM
afs-72267	2559	89	.	.	PUNCT
afs-72267	2560	1	index	index	NOUN
afs-72267	2560	2	series	series	NOUN
afs-72267	2560	3	used	use	VERB
afs-72267	2560	4	in	in	ADP
afs-72267	2560	5	the	the	DET
afs-72267	2560	6	regressions	regression	NOUN
afs-72267	2560	7	.	.	PUNCT
afs-72267	2561	1	year	year	NOUN
afs-72267	2561	2	agricultural	agricultural	PROPN
afs-72267	2561	3	deflated	deflate	VERB
afs-72267	2561	4	deflated	deflate	VERB
afs-72267	2561	5	deflated	deflate	VERB
afs-72267	2561	6	capital	capital	NOUN
afs-72267	2561	7	labour	labour	NOUN
afs-72267	2561	8	external	external	ADJ
afs-72267	2561	9	gross	gross	ADJ
afs-72267	2561	10	public	public	ADJ
afs-72267	2561	11	total	total	ADJ
afs-72267	2561	12	extension	extension	NOUN
afs-72267	2561	13	1	1	NUM
afs-72267	2561	14	inputs	input	NOUN
afs-72267	2561	15	production	production	NOUN
afs-72267	2561	16	research	research	NOUN
afs-72267	2561	17	research	research	NOUN
afs-72267	2561	18	input	input	NOUN
afs-72267	2561	19	input	input	NOUN
afs-72267	2561	20	and	and	CCONJ
afs-72267	2561	21	univ	univ	ADJ
afs-72267	2561	22	.	.	PROPN
afs-72267	2561	23	and	and	CCONJ
afs-72267	2561	24	univ	univ	PROPN
afs-72267	2561	25	.	.	PUNCT
afs-72267	2562	1	education	education	NOUN
afs-72267	2562	2	education	education	NOUN
afs-72267	2562	3	1950	1950	NUM
afs-72267	2562	4	100	100	NUM
afs-72267	2562	5	100	100	NUM
afs-72267	2562	6	100	100	NUM
afs-72267	2562	7	100	100	NUM
afs-72267	2562	8	100	100	NUM
afs-72267	2562	9	100	100	NUM
afs-72267	2562	10	100	100	NUM
afs-72267	2562	11	1951	1951	NUM
afs-72267	2562	12	102	102	NUM
afs-72267	2562	13	137	137	NUM
afs-72267	2562	14	133	133	NUM
afs-72267	2562	15	100	100	NUM
afs-72267	2562	16	103	103	NUM
afs-72267	2562	17	92	92	NUM
afs-72267	2562	18	99	99	NUM
afs-72267	2562	19	1952	1952	NUM
afs-72267	2562	20	105	105	NUM
afs-72267	2562	21	127	127	NUM
afs-72267	2562	22	128	128	NUM
afs-72267	2562	23	99	99	NUM
afs-72267	2562	24	106	106	NUM
afs-72267	2562	25	93	93	NUM
afs-72267	2562	26	108	108	NUM
afs-72267	2562	27	1953	1953	NUM
afs-72267	2562	28	108	108	NUM
afs-72267	2562	29	119	119	NUM
afs-72267	2562	30	123	123	NUM
afs-72267	2562	31	102	102	NUM
afs-72267	2562	32	109	109	NUM
afs-72267	2562	33	91	91	NUM
afs-72267	2562	34	109	109	NUM
afs-72267	2562	35	1954	1954	NUM
afs-72267	2562	36	110	110	NUM
afs-72267	2562	37	118	118	NUM
afs-72267	2562	38	125	125	NUM
afs-72267	2562	39	95	95	NUM
afs-72267	2562	40	111	111	NUM
afs-72267	2562	41	88	88	NUM
afs-72267	2562	42	120	120	NUM
afs-72267	2562	43	1955	1955	NUM
afs-72267	2562	44	108	108	NUM
afs-72267	2562	45	142	142	NUM
afs-72267	2562	46	145	145	NUM
afs-72267	2562	47	91	91	NUM
afs-72267	2562	48	114	114	NUM
afs-72267	2562	49	88	88	NUM
afs-72267	2562	50	135	135	NUM
afs-72267	2562	51	1956	1956	NUM
afs-72267	2562	52	112	112	NUM
afs-72267	2562	53	162	162	NUM
afs-72267	2562	54	167	167	NUM
afs-72267	2562	55	99	99	NUM
afs-72267	2562	56	116	116	NUM
afs-72267	2562	57	85	85	NUM
afs-72267	2562	58	151	151	NUM
afs-72267	2562	59	1957	1957	NUM
afs-72267	2562	60	116	116	NUM
afs-72267	2562	61	154	154	NUM
afs-72267	2562	62	164	164	NUM
afs-72267	2562	63	107	107	NUM
afs-72267	2562	64	118	118	NUM
afs-72267	2562	65	86	86	NUM
afs-72267	2562	66	153	153	NUM
afs-72267	2562	67	1958	1958	NUM
afs-72267	2562	68	117	117	NUM
afs-72267	2562	69	230	230	NUM
afs-72267	2562	70	235	235	NUM
afs-72267	2562	71	116	116	NUM
afs-72267	2562	72	120	120	NUM
afs-72267	2562	73	87	87	NUM
afs-72267	2562	74	145	145	NUM
afs-72267	2562	75	1959	1959	NUM
afs-72267	2562	76	124	124	NUM
afs-72267	2562	77	226	226	NUM
afs-72267	2562	78	233	233	NUM
afs-72267	2562	79	117	117	NUM
afs-72267	2562	80	123	123	NUM
afs-72267	2562	81	86	86	NUM
afs-72267	2562	82	155	155	NUM
afs-72267	2562	83	1960	1960	NUM
afs-72267	2562	84	130	130	NUM
afs-72267	2562	85	213	213	NUM
afs-72267	2562	86	225	225	NUM
afs-72267	2562	87	114	114	NUM
afs-72267	2562	88	126	126	NUM
afs-72267	2562	89	86	86	NUM
afs-72267	2562	90	174	174	NUM
afs-72267	2562	91	1961	1961	NUM
afs-72267	2562	92	136	136	NUM
afs-72267	2562	93	222	222	NUM
afs-72267	2562	94	236	236	NUM
afs-72267	2562	95	128	128	NUM
afs-72267	2562	96	128	128	NUM
afs-72267	2562	97	84	84	NUM
afs-72267	2562	98	182	182	NUM
afs-72267	2562	99	1962	1962	NUM
afs-72267	2562	100	140	140	NUM
afs-72267	2562	101	295	295	NUM
afs-72267	2562	102	311	311	NUM
afs-72267	2562	103	141	141	NUM
afs-72267	2562	104	131	131	NUM
afs-72267	2562	105	88	88	NUM
afs-72267	2562	106	199	199	NUM
afs-72267	2562	107	1963	1963	NUM
afs-72267	2562	108	142	142	NUM
afs-72267	2562	109	303	303	NUM
afs-72267	2562	110	329	329	NUM
afs-72267	2562	111	151	151	NUM
afs-72267	2562	112	134	134	NUM
afs-72267	2562	113	85	85	NUM
afs-72267	2562	114	228	228	NUM
afs-72267	2562	115	1964	1964	NUM
afs-72267	2562	116	148	148	NUM
afs-72267	2562	117	296	296	NUM
afs-72267	2562	118	323	323	NUM
afs-72267	2562	119	157	157	NUM
afs-72267	2562	120	137	137	NUM
afs-72267	2562	121	83	83	NUM
afs-72267	2562	122	222	222	NUM
afs-72267	2562	123	1965	1965	NUM
afs-72267	2562	124	149	149	NUM
afs-72267	2562	125	356	356	NUM
afs-72267	2562	126	399	399	NUM
afs-72267	2562	127	164	164	NUM
afs-72267	2562	128	139	139	NUM
afs-72267	2562	129	74	74	NUM
afs-72267	2562	130	230	230	NUM
afs-72267	2562	131	1966	1966	NUM
afs-72267	2562	132	148	148	NUM
afs-72267	2562	133	366	366	NUM
afs-72267	2562	134	419	419	NUM
afs-72267	2562	135	166	166	NUM
afs-72267	2562	136	141	141	NUM
afs-72267	2562	137	74	74	NUM
afs-72267	2562	138	234	234	NUM
afs-72267	2562	139	1967	1967	NUM
afs-72267	2562	140	146	146	NUM
afs-72267	2562	141	365	365	NUM
afs-72267	2562	142	443	443	NUM
afs-72267	2562	143	163	163	NUM
afs-72267	2562	144	143	143	NUM
afs-72267	2562	145	68	68	NUM
afs-72267	2562	146	242	242	NUM
afs-72267	2562	147	1968	1968	NUM
afs-72267	2562	148	149	149	NUM
afs-72267	2562	149	398	398	NUM
afs-72267	2562	150	479	479	NUM
afs-72267	2562	151	152	152	NUM
afs-72267	2562	152	143	143	NUM
afs-72267	2562	153	68	68	NUM
afs-72267	2562	154	254	254	NUM
afs-72267	2562	155	1969	1969	NUM
afs-72267	2562	156	152	152	NUM
afs-72267	2562	157	373	373	NUM
afs-72267	2562	158	470	470	NUM
afs-72267	2562	159	153	153	NUM
afs-72267	2562	160	146	146	NUM
afs-72267	2562	161	65	65	NUM
afs-72267	2562	162	269	269	NUM
afs-72267	2562	163	1970	1970	NUM
afs-72267	2562	164	152	152	NUM
afs-72267	2562	165	346	346	NUM
afs-72267	2562	166	454	454	NUM
afs-72267	2562	167	155	155	NUM
afs-72267	2562	168	145	145	NUM
afs-72267	2562	169	57	57	NUM
afs-72267	2562	170	*	*	NUM
afs-72267	2562	171	283	283	NUM
afs-72267	2562	172	1971	1971	NUM
afs-72267	2562	173	157	157	NUM
afs-72267	2562	174	345	345	NUM
afs-72267	2562	175	467	467	NUM
afs-72267	2562	176	149	149	NUM
afs-72267	2562	177	147	147	NUM
afs-72267	2562	178	50	50	NUM
afs-72267	2562	179	296	296	NUM
afs-72267	2562	180	1972	1972	NUM
afs-72267	2562	181	160	160	NUM
afs-72267	2562	182	394	394	NUM
afs-72267	2562	183	579	579	NUM
afs-72267	2562	184	138	138	NUM
afs-72267	2562	185	147	147	NUM
afs-72267	2562	186	49	49	NUM
afs-72267	2562	187	298	298	NUM
afs-72267	2562	188	1973	1973	NUM
afs-72267	2562	189	153	153	NUM
afs-72267	2562	190	399	399	NUM
afs-72267	2562	191	561	561	NUM
afs-72267	2562	192	136	136	NUM
afs-72267	2562	193	148	148	NUM
afs-72267	2562	194	45	45	NUM
afs-72267	2562	195	303	303	NUM
afs-72267	2562	196	1974	1974	NUM
afs-72267	2562	197	155	155	NUM
afs-72267	2562	198	370	370	NUM
afs-72267	2562	199	491	491	NUM
afs-72267	2562	200	134	134	NUM
afs-72267	2562	201	150	150	NUM
afs-72267	2562	202	43	43	NUM
afs-72267	2562	203	313	313	NUM
afs-72267	2562	204	1975	1975	NUM
afs-72267	2562	205	159	159	NUM
afs-72267	2562	206	457	457	NUM
afs-72267	2562	207	562	562	NUM
afs-72267	2562	208	147	147	NUM
afs-72267	2562	209	151	151	NUM
afs-72267	2562	210	41	41	NUM
afs-72267	2562	211	326	326	NUM
afs-72267	2562	212	1976	1976	NUM
afs-72267	2562	213	169	169	NUM
afs-72267	2562	214	479	479	NUM
afs-72267	2562	215	634	634	NUM
afs-72267	2562	216	150	150	NUM
afs-72267	2562	217	153	153	NUM
afs-72267	2562	218	40	40	NUM
afs-72267	2562	219	327	327	NUM
afs-72267	2562	220	1977	1977	NUM
afs-72267	2562	221	169	169	NUM
afs-72267	2562	222	622	622	NUM
afs-72267	2562	223	754	754	NUM
afs-72267	2562	224	145	145	NUM
afs-72267	2562	225	154	154	NUM
afs-72267	2562	226	39	39	NUM
afs-72267	2562	227	310	310	NUM
afs-72267	2562	228	1978	1978	NUM
afs-72267	2562	229	164	164	NUM
afs-72267	2562	230	526	526	NUM
afs-72267	2562	231	665	665	NUM
afs-72267	2562	232	148	148	NUM
afs-72267	2562	233	155	155	NUM
afs-72267	2562	234	37	37	NUM
afs-72267	2562	235	343	343	NUM
afs-72267	2562	236	1979	1979	NUM
afs-72267	2562	237	167	167	NUM
afs-72267	2562	238	623	623	NUM
afs-72267	2562	239	758	758	NUM
afs-72267	2562	240	143	143	NUM
afs-72267	2562	241	156	156	NUM
afs-72267	2562	242	34	34	NUM
afs-72267	2562	243	365	365	NUM
afs-72267	2562	244	1980	1980	NUM
afs-72267	2562	245	171	171	NUM
afs-72267	2562	246	633	633	NUM
afs-72267	2562	247	758	758	NUM
afs-72267	2562	248	148	148	NUM
afs-72267	2562	249	158	158	NUM
afs-72267	2562	250	32	32	NUM
afs-72267	2562	251	391	391	NUM
afs-72267	2562	252	1981	1981	NUM
afs-72267	2562	253	172	172	NUM
afs-72267	2562	254	650	650	NUM
afs-72267	2562	255	750	750	NUM
afs-72267	2562	256	152	152	NUM
afs-72267	2562	257	160	160	NUM
afs-72267	2562	258	33	33	NUM
afs-72267	2562	259	391	391	NUM
afs-72267	2562	260	1982	1982	NUM
afs-72267	2562	261	170	170	NUM
afs-72267	2562	262	610	610	NUM
afs-72267	2562	263	754	754	NUM
afs-72267	2562	264	160	160	NUM
afs-72267	2562	265	162	162	NUM
afs-72267	2562	266	31	31	NUM
afs-72267	2562	267	419	419	NUM
afs-72267	2562	268	1983	1983	NUM
afs-72267	2562	269	172	172	NUM
afs-72267	2562	270	614	614	NUM
afs-72267	2562	271	811	811	NUM
afs-72267	2562	272	161	161	NUM
afs-72267	2562	273	163	163	NUM
afs-72267	2562	274	27	27	NUM
afs-72267	2562	275	406	406	NUM
afs-72267	2562	276	1984	1984	NUM
afs-72267	2562	277	174	174	NUM
afs-72267	2562	278	620	620	NUM
afs-72267	2562	279	795	795	NUM
afs-72267	2562	280	161	161	NUM
afs-72267	2562	281	164	164	NUM
afs-72267	2562	282	26	26	NUM
afs-72267	2562	283	394	394	NUM
afs-72267	2562	284	1	1	NUM
afs-72267	2562	285	before	before	ADP
afs-72267	2562	286	1970	1970	NUM
afs-72267	2562	287	interpolated	interpolate	VERB
afs-72267	2562	288	with	with	ADP
afs-72267	2562	289	five	five	NUM
afs-72267	2562	290	years	year	NOUN
afs-72267	2562	291	intervals	interval	NOUN
afs-72267	2562	292	.	.	PUNCT
afs-72267	2563	1	the	the	DET
afs-72267	2563	2	value	value	NOUN
afs-72267	2563	3	1950	1950	NUM
afs-72267	2563	4	assumed	assume	VERB
afs-72267	2563	5	to	to	PART
afs-72267	2563	6	be	be	AUX
afs-72267	2563	7	equal	equal	ADJ
afs-72267	2563	8	to	to	ADP
afs-72267	2563	9	1951	1951	NUM
afs-72267	2563	10	.	.	PUNCT
afs-72267	2564	1	2	2	NUM
afs-72267	2564	2	the	the	DET
afs-72267	2564	3	labour	labour	ADJ
afs-72267	2564	4	input	input	NOUN
afs-72267	2564	5	of	of	ADP
afs-72267	2564	6	1970	1970	NUM
afs-72267	2564	7	calculated	calculate	VERB
afs-72267	2564	8	as	as	ADP
afs-72267	2564	9	an	an	DET
afs-72267	2564	10	average	average	NOUN
afs-72267	2564	11	of	of	ADP
afs-72267	2564	12	1969	1969	NUM
afs-72267	2564	13	and	and	CCONJ
afs-72267	2564	14	1971	1971	NUM
afs-72267	2564	15	.	.	PUNCT
afs-72267	2565	1	343	343	NUM
afs-72267	2565	2	344	344	NUM
afs-72267	2565	3	appendix	appendix	NOUN
afs-72267	2565	4	3	3	NUM
afs-72267	2565	5	.	.	PUNCT
afs-72267	2566	1	the	the	DET
afs-72267	2566	2	absolute	absolute	ADJ
afs-72267	2566	3	figures	figure	NOUN
afs-72267	2566	4	for	for	ADP
afs-72267	2566	5	the	the	DET
afs-72267	2566	6	index	index	NOUN
afs-72267	2566	7	series	series	NOUN
afs-72267	2566	8	.	.	PUNCT
afs-72267	2567	1	year	year	PROPN
afs-72267	2567	2	nominal	nominal	PROPN
afs-72267	2567	3	gdp	gdp	PROPN
afs-72267	2567	4	deflated	deflate	VERB
afs-72267	2567	5	nominal	nominal	ADJ
afs-72267	2567	6	deflated	deflated	ADJ
afs-72267	2567	7	external	external	ADJ
afs-72267	2567	8	gross	gross	ADJ
afs-72267	2567	9	number	number	NOUN
afs-72267	2567	10	public	public	ADJ
afs-72267	2567	11	price	price	NOUN
afs-72267	2567	12	public	public	PROPN
afs-72267	2567	13	mterpol	mterpol	NOUN
afs-72267	2567	14	.	.	PUNCT
afs-72267	2568	1	interpol	interpol	NOUN
afs-72267	2568	2	.	.	PUNCT
afs-72267	2569	1	inputs	input	NOUN
afs-72267	2569	2	in	in	ADP
afs-72267	2569	3	capital	capital	NOUN
afs-72267	2569	4	of	of	ADP
afs-72267	2569	5	farms	farm	NOUN
afs-72267	2569	6	'	'	PART
afs-72267	2569	7	research	research	NOUN
afs-72267	2569	8	index	index	NOUN
afs-72267	2569	9	to	to	PART
afs-72267	2569	10	research	research	VERB
afs-72267	2569	11	public	public	ADJ
afs-72267	2569	12	public	public	ADJ
afs-72267	2569	13	prices	price	NOUN
afs-72267	2569	14	of	of	ADP
afs-72267	2569	15	stock	stock	NOUN
afs-72267	2569	16	in	in	ADP
afs-72267	2569	17	input	input	NOUN
afs-72267	2569	18	and	and	CCONJ
afs-72267	2569	19	market	market	NOUN
afs-72267	2569	20	input	input	NOUN
afs-72267	2569	21	and	and	CCONJ
afs-72267	2569	22	extension	extension	NOUN
afs-72267	2569	23	extension	extension	NOUN
afs-72267	2569	24	1970	1970	NUM
afs-72267	2569	25	prices	price	NOUN
afs-72267	2569	26	of	of	ADP
afs-72267	2569	27	university	university	NOUN
afs-72267	2569	28	price	price	NOUN
afs-72267	2569	29	university	university	NOUN
afs-72267	2569	30	support	support	NOUN
afs-72267	2569	31	support	support	NOUN
afs-72267	2569	32	(	(	PUNCT
afs-72267	2569	33	fim	fim	INTJ
afs-72267	2569	34	1000	1000	NUM
afs-72267	2569	35	)	)	PUNCT
afs-72267	2569	36	1980	1980	NUM
afs-72267	2569	37	education	education	NOUN
afs-72267	2569	38	education	education	NOUN
afs-72267	2569	39	(	(	PUNCT
afs-72267	2569	40	fim	fim	PROPN
afs-72267	2569	41	1000	1000	NUM
afs-72267	2569	42	)	)	PUNCT
afs-72267	2569	43	in	in	ADP
afs-72267	2569	44	prices	price	NOUN
afs-72267	2569	45	(	(	PUNCT
afs-72267	2569	46	fim	fim	INTJ
afs-72267	2569	47	(	(	PUNCT
afs-72267	2569	48	fim	fim	PROPN
afs-72267	2569	49	1000	1000	NUM
afs-72267	2569	50	)	)	PUNCT
afs-72267	2569	51	in	in	ADP
afs-72267	2569	52	prices	price	NOUN
afs-72267	2569	53	of	of	ADP
afs-72267	2569	54	1980	1980	NUM
afs-72267	2569	55	of	of	ADP
afs-72267	2569	56	1980	1980	NUM
afs-72267	2569	57	(	(	PUNCT
afs-72267	2569	58	fim	fim	NOUN
afs-72267	2569	59	1000	1000	NUM
afs-72267	2569	60	)	)	PUNCT
afs-72267	2569	61	(	(	PUNCT
afs-72267	2569	62	fim	fim	INTJ
afs-72267	2569	63	1000	1000	NUM
afs-72267	2569	64	)	)	PUNCT
afs-72267	2569	65	million	million	NUM
afs-72267	2569	66	)	)	PUNCT
afs-72267	2569	67	1950	1950	NUM
afs-72267	2569	68	2,087	2,087	NUM
afs-72267	2569	69	11.85	11.85	NUM
afs-72267	2569	70	17,610	17,610	NUM
afs-72267	2569	71	3,396	3,396	NUM
afs-72267	2569	72	1951	1951	NUM
afs-72267	2569	73	3,133	3,133	NUM
afs-72267	2569	74	12.96	12.96	NUM
afs-72267	2569	75	24,180	24,180	NUM
afs-72267	2569	76	3,396	3,396	NUM
afs-72267	2569	77	1952	1952	NUM
afs-72267	2569	78	3,008	3,008	NUM
afs-72267	2569	79	13.40	13.40	NUM
afs-72267	2569	80	22,437	22,437	NUM
afs-72267	2569	81	3,484	3,484	NUM
afs-72267	2569	82	1953	1953	NUM
afs-72267	2569	83	2,810	2,810	NUM
afs-72267	2569	84	13.42	13.42	NUM
afs-72267	2569	85	20,936	20,936	NUM
afs-72267	2569	86	3,572	3,572	NUM
afs-72267	2569	87	1954	1954	NUM
afs-72267	2569	88	3,034	3,034	NUM
afs-72267	2569	89	14.64	14.64	NUM
afs-72267	2569	90	20,727	20,727	NUM
afs-72267	2569	91	3,660	3,660	NUM
afs-72267	2569	92	1955	1955	NUM
afs-72267	2569	93	3,925	3,925	NUM
afs-72267	2569	94	15.74	15.74	NUM
afs-72267	2569	95	24,934	24,934	NUM
afs-72267	2569	96	3,749	3,749	NUM
afs-72267	2569	97	1956	1956	NUM
afs-72267	2569	98	4,566	4,566	NUM
afs-72267	2569	99	16.05	16.05	NUM
afs-72267	2569	100	28,442	28,442	NUM
afs-72267	2569	101	4,150	4,150	NUM
afs-72267	2569	102	1957	1957	NUM
afs-72267	2569	103	4,425	4,425	NUM
afs-72267	2569	104	16.30	16.30	NUM
afs-72267	2569	105	27,151	27,151	NUM
afs-72267	2569	106	4,551	4,551	NUM
afs-72267	2569	107	1958	1958	NUM
afs-72267	2569	108	6,597	6,597	NUM
afs-72267	2569	109	16.28	16.28	NUM
afs-72267	2569	110	40,513	40,513	NUM
afs-72267	2569	111	4,953	4,953	NUM
afs-72267	2569	112	1959	1959	NUM
afs-72267	2569	113	6,936	6,936	NUM
afs-72267	2569	114	17.47	17.47	NUM
afs-72267	2570	1	39,713	39,713	NUM
afs-72267	2570	2	5,354	5,354	NUM
afs-72267	2570	3	1960	1960	NUM
afs-72267	2570	4	7,201	7,201	NUM
afs-72267	2570	5	19.20	19.20	NUM
afs-72267	2570	6	37,507	37,507	NUM
afs-72267	2570	7	5,756	5,756	NUM
afs-72267	2570	8	1961	1961	NUM
afs-72267	2570	9	7,904	7,904	NUM
afs-72267	2570	10	20.20	20.20	NUM
afs-72267	2570	11	39,130	39,130	NUM
afs-72267	2570	12	6,749	6,749	NUM
afs-72267	2570	13	1962	1962	NUM
afs-72267	2570	14	10,919	10,919	NUM
afs-72267	2570	15	21.00	21.00	NUM
afs-72267	2570	16	51,995	51,995	NUM
afs-72267	2570	17	7,743	7,743	NUM
afs-72267	2570	18	1963	1963	NUM
afs-72267	2570	19	11,784	11,784	NUM
afs-72267	2570	20	22.10	22.10	NUM
afs-72267	2570	21	53,319	53,319	NUM
afs-72267	2570	22	8,736	8,736	NUM
afs-72267	2570	23	1964	1964	NUM
afs-72267	2570	24	12,333	12,333	NUM
afs-72267	2570	25	23.70	23.70	NUM
afs-72267	2570	26	52,039	52,039	NUM
afs-72267	2570	27	9,730	9,730	NUM
afs-72267	2570	28	1965	1965	NUM
afs-72267	2570	29	15,622	15,622	NUM
afs-72267	2570	30	24.90	24.90	NUM
afs-72267	2570	31	62,740	62,740	NUM
afs-72267	2570	32	10,723	10,723	NUM
afs-72267	2570	33	1966	1966	NUM
afs-72267	2570	34	16,837	16,837	NUM
afs-72267	2570	35	26.10	26.10	NUM
afs-72267	2570	36	64,508	64,508	NUM
afs-72267	2570	37	11,324	11,324	NUM
afs-72267	2570	38	1967	1967	NUM
afs-72267	2570	39	17,982	17,982	NUM
afs-72267	2570	40	28.00	28.00	NUM
afs-72267	2570	41	64,221	64,221	NUM
afs-72267	2570	42	11,925	11,925	NUM
afs-72267	2570	43	1968	1968	NUM
afs-72267	2570	44	22,005	22,005	NUM
afs-72267	2570	45	31.40	31.40	NUM
afs-72267	2570	46	70,080	70,080	NUM
afs-72267	2570	47	12,527	12,527	NUM
afs-72267	2570	48	1969	1969	NUM
afs-72267	2570	49	21,469	21,469	NUM
afs-72267	2570	50	32.70	32.70	NUM
afs-72267	2570	51	65,653	65,653	NUM
afs-72267	2570	52	13,128	13,128	NUM
afs-72267	2570	53	1970	1970	NUM
afs-72267	2570	54	20,639	20,639	NUM
afs-72267	2570	55	33.90	33.90	NUM
afs-72267	2570	56	60,882	60,882	NUM
afs-72267	2570	57	13,729	13,729	NUM
afs-72267	2570	58	1971	1971	NUM
afs-72267	2570	59	22,191	22,191	NUM
afs-72267	2570	60	36.50	36.50	NUM
afs-72267	2570	61	60,798	60,798	NUM
afs-72267	2570	62	14,205	14,205	NUM
afs-72267	2570	63	1972	1972	NUM
afs-72267	2570	64	27,453	27,453	NUM
afs-72267	2570	65	39.60	39.60	NUM
afs-72267	2570	66	69,325	69,325	NUM
afs-72267	2570	67	14,332	14,332	NUM
afs-72267	2570	68	1973	1973	NUM
afs-72267	2570	69	31,711	31,711	NUM
afs-72267	2570	70	45.10	45.10	NUM
afs-72267	2570	71	70,312	70,312	NUM
afs-72267	2570	72	16,132	16,132	NUM
afs-72267	2570	73	1974	1974	NUM
afs-72267	2570	74	36,068	36,068	NUM
afs-72267	2570	75	55.30	55.30	NUM
afs-72267	2570	76	65,222	65,222	NUM
afs-72267	2570	77	19,376	19,376	NUM
afs-72267	2570	78	1975	1975	NUM
afs-72267	2570	79	50,959	50,959	NUM
afs-72267	2570	80	63.30	63.30	NUM
afs-72267	2570	81	80,503	80,503	NUM
afs-72267	2570	82	24,304	24,304	NUM
afs-72267	2570	83	1976	1976	NUM
afs-72267	2570	84	60,194	60,194	NUM
afs-72267	2570	85	71.30	71.30	NUM
afs-72267	2570	86	84,423	84,423	NUM
afs-72267	2570	87	28,110	28,110	NUM
afs-72267	2570	88	1977	1977	NUM
afs-72267	2570	89	86,145	86,145	NUM
afs-72267	2570	90	78.60	78.60	NUM
afs-72267	2570	91	109,600	109,600	NUM
afs-72267	2570	92	29,824	29,824	NUM
afs-72267	2570	93	1978	1978	NUM
afs-72267	2570	94	78,435	78,435	NUM
afs-72267	2570	95	84.60	84.60	NUM
afs-72267	2570	96	92,712	92,712	NUM
afs-72267	2570	97	32,731	32,731	NUM
afs-72267	2570	98	1979	1979	NUM
afs-72267	2570	99	100,534	100,534	NUM
afs-72267	2570	100	91.60	91.60	NUM
afs-72267	2570	101	109,753	109,753	NUM
afs-72267	2570	102	34,432	34,432	NUM
afs-72267	2570	103	1980	1980	NUM
afs-72267	2570	104	111,538	111,538	NUM
afs-72267	2570	105	100.00	100.00	NUM
afs-72267	2570	106	111,539	111,539	NUM
afs-72267	2570	107	38,775	38,775	NUM
afs-72267	2570	108	1981	1981	NUM
afs-72267	2570	109	127,430	127,430	NUM
afs-72267	2570	110	111.40	111.40	NUM
afs-72267	2570	111	114,390	114,390	NUM
afs-72267	2570	112	44,328	44,328	NUM
afs-72267	2570	113	1982	1982	NUM
afs-72267	2570	114	130,617	130,617	NUM
afs-72267	2570	115	121.50	121.50	NUM
afs-72267	2570	116	107,503	107,503	NUM
afs-72267	2570	117	51,079	51,079	NUM
afs-72267	2570	118	1983	1983	NUM
afs-72267	2570	119	142,914	142,914	NUM
afs-72267	2570	120	132.10	132.10	NUM
afs-72267	2570	121	108,186	108,186	NUM
afs-72267	2570	122	55,849	55,849	NUM
afs-72267	2570	123	1984	1984	NUM
afs-72267	2570	124	157,028	157,028	NUM
afs-72267	2570	125	143.90	143.90	NUM
afs-72267	2570	126	109,123	109,123	NUM
afs-72267	2570	127	60,556	60,556	NUM
afs-72267	2570	128	28.658.2	28.658.2	NUM
afs-72267	2570	129	650,465	650,465	NUM
afs-72267	2570	130	56,448	56,448	NUM
afs-72267	2570	131	465,655	465,655	NUM
afs-72267	2570	132	26,203.7	26,203.7	NOUN
afs-72267	2570	133	643,413	643,413	NUM
afs-72267	2570	134	58,012	58,012	NUM
afs-72267	2570	135	450,723	450,723	NUM
afs-72267	2570	136	*	*	NOUN
afs-72267	2570	137	26,000.0	26,000.0	NUM
afs-72267	2570	138	700,746	700,746	NUM
afs-72267	2570	139	60,097	60,097	NUM
afs-72267	2570	140	435,790	435,790	NUM
afs-72267	2570	141	*	*	SYM
afs-72267	2570	142	26,617.0	26,617.0	NUM
afs-72267	2570	143	710,871	710,871	NUM
afs-72267	2570	144	61,307	61,307	NUM
afs-72267	2570	145	420,858	420,858	NUM
afs-72267	2570	146	*	*	SYM
afs-72267	2570	147	25,000.0	25,000.0	NUM
afs-72267	2570	148	778,143	778,143	NUM
afs-72267	2570	149	62,861	62,861	NUM
afs-72267	2570	150	405,925	405,925	NUM
afs-72267	2570	151	*	*	PUNCT
afs-72267	2570	152	23.818.3	23.818.3	NUM
afs-72267	2570	153	876,732	876,732	NUM
afs-72267	2570	154	64,303	64,303	NUM
afs-72267	2570	155	390,993	390,993	NUM
afs-72267	2570	156	*	*	PUNCT
afs-72267	2571	1	25.856.7	25.856.7	NUM
afs-72267	2571	2	984,696	984,696	NUM
afs-72267	2571	3	65,401	65,401	NUM
afs-72267	2571	4	376,060	376,060	NUM
afs-72267	2571	5	*	*	PUNCT
afs-72267	2571	6	27,920.2	27,920.2	NUM
afs-72267	2571	7	995,795	995,795	NUM
afs-72267	2571	8	66,615	66,615	NUM
afs-72267	2571	9	361,128	361,128	NUM
afs-72267	2571	10	*	*	PUNCT
afs-72267	2572	1	30.423.8	30.423.8	NUM
afs-72267	2572	2	941,957	941,957	NUM
afs-72267	2572	3	67,845	67,845	NUM
afs-72267	2572	4	346,195	346,195	NUM
afs-72267	2572	5	*	*	SYM
afs-72267	2573	1	30.646.8	30.646.8	NUM
afs-72267	2573	2	1,007,398	1,007,398	NUM
afs-72267	2573	3	69,169	69,169	NUM
afs-72267	2573	4	331,263	331,263	NUM
afs-72267	2573	5	29.979.2	29.979.2	NUM
afs-72267	2573	6	1,133,112	1,133,112	NUM
afs-72267	2573	7	70,868	70,868	NUM
afs-72267	2573	8	327,826	327,826	NUM
afs-72267	2573	9	*	*	SYM
afs-72267	2573	10	33.410.9	33.410.9	NUM
afs-72267	2573	11	1,184,491	1,184,491	NUM
afs-72267	2573	12	72,480	72,480	NUM
afs-72267	2573	13	324,462	324,462	NUM
afs-72267	2573	14	*	*	SYM
afs-72267	2574	1	36.871.4	36.871.4	NUM
afs-72267	2574	2	1,294,008	1,294,008	NUM
afs-72267	2574	3	74,124	74,124	NUM
afs-72267	2574	4	321,061	321,061	NUM
afs-72267	2574	5	*	*	SYM
afs-72267	2574	6	39.529.4	39.529.4	NUM
afs-72267	2574	7	1,482,652	1,482,652	NUM
afs-72267	2574	8	75,734	75,734	NUM
afs-72267	2574	9	317,661	317,661	NUM
afs-72267	2574	10	*	*	PUNCT
afs-72267	2574	11	41,054.9	41,054.9	NOUN
afs-72267	2574	12	1,442,212	1,442,212	NUM
afs-72267	2574	13	77,075	77,075	NUM
afs-72267	2574	14	314,260	314,260	NUM
afs-72267	2574	15	*	*	SYM
afs-72267	2575	1	43.064.3	43.064.3	NUM
afs-72267	2575	2	1,494,078	1,494,078	NUM
afs-72267	2575	3	78,197	78,197	NUM
afs-72267	2575	4	310,859	310,859	NUM
afs-72267	2575	5	*	*	PUNCT
afs-72267	2575	6	43,387.0	43,387.0	NOUN
afs-72267	2575	7	1,520,249	1,520,249	NUM
afs-72267	2576	1	79,626	79,626	NUM
afs-72267	2576	2	307,459	307,459	NUM
afs-72267	2576	3	*	*	PUNCT
afs-72267	2576	4	42.589.3	42.589.3	NUM
afs-72267	2576	5	1,575,007	1,575,007	NUM
afs-72267	2576	6	80,528	80,528	NUM
afs-72267	2576	7	304,058	304,058	NUM
afs-72267	2576	8	*	*	SYM
afs-72267	2576	9	39,894.9	39,894.9	NUM
afs-72267	2576	10	1,653,091	1,653,091	NUM
afs-72267	2576	11	80,948	80,948	NUM
afs-72267	2576	12	300,658	300,658	NUM
afs-72267	2576	13	*	*	SYM
afs-72267	2576	14	40,146.8	40,146.8	NOUN
afs-72267	2576	15	1,746,600	1,746,600	NUM
afs-72267	2576	16	82,234	82,234	NUM
afs-72267	2576	17	297,257	297,257	NUM
afs-72267	2576	18	40.498.5	40.498.5	NUM
afs-72267	2576	19	1,840,000	1,840,000	NUM
afs-72267	2576	20	81,701	81,701	NUM
afs-72267	2576	21	289,640	289,640	NUM
afs-72267	2576	22	*	*	SYM
afs-72267	2576	23	38.917.8	38.917.8	NUM
afs-72267	2576	24	1,927,600	1,927,600	NUM
afs-72267	2576	25	82,749	82,749	NUM
afs-72267	2576	26	282,023	282,023	NUM
afs-72267	2576	27	*	*	SYM
afs-72267	2577	1	36.191.9	36.191.9	NUM
afs-72267	2577	2	1,937,900	1,937,900	NUM
afs-72267	2577	3	83,026	83,026	NUM
afs-72267	2577	4	274,406	274,406	NUM
afs-72267	2577	5	35.769.4	35.769.4	NUM
afs-72267	2577	6	1,972,900	1,972,900	NUM
afs-72267	2577	7	83,763	83,763	NUM
afs-72267	2577	8	265,938	265,938	NUM
afs-72267	2577	9	35,038.0	35,038.0	NOUN
afs-72267	2577	10	2,036,100	2,036,100	NUM
afs-72267	2577	11	84,408	84,408	NUM
afs-72267	2577	12	258,200	258,200	NUM
afs-72267	2577	13	38,394.9	38,394.9	NUM
afs-72267	2577	14	2,121,839	2,121,839	NUM
afs-72267	2577	15	85,071	85,071	NUM
afs-72267	2577	16	248,736	248,736	NUM
afs-72267	2577	17	39,425.0	39,425.0	NUM
afs-72267	2577	18	2,129,517	2,129,517	NUM
afs-72267	2577	19	86,134	86,134	NUM
afs-72267	2577	20	242,682	242,682	NUM
afs-72267	2577	21	37.944.0	37.944.0	NUM
afs-72267	2577	22	2,019,477	2,019,477	NUM
afs-72267	2577	23	86,876	86,876	NUM
afs-72267	2577	24	237,679	237,679	NUM
afs-72267	2578	1	38.689.1	38.689.1	NUM
afs-72267	2578	2	2,229,699	2,229,699	NUM
afs-72267	2578	3	87,354	87,354	NUM
afs-72267	2578	4	232,820	232,820	NUM
afs-72267	2578	5	37.589.5	37.589.5	NUM
afs-72267	2578	6	2,375,850	2,375,850	NUM
afs-72267	2578	7	88,278	88,278	NUM
afs-72267	2578	8	229,349	229,349	NUM
afs-72267	2578	9	38,775.0	38,775.0	NUM
afs-72267	2578	10	2,546,052	2,546,052	NUM
afs-72267	2578	11	89,428	89,428	NUM
afs-72267	2578	12	224,721	224,721	NUM
afs-72267	2578	13	39.791.7	39.791.7	NUM
afs-72267	2578	14	2,541,191	2,541,191	NUM
afs-72267	2578	15	90,525	90,525	NUM
afs-72267	2578	16	218,904	218,904	NUM
afs-72267	2578	17	42,040.3	42,040.3	NUM
afs-72267	2578	18	2,726,488	2,726,488	NUM
afs-72267	2578	19	91,293	91,293	NUM
afs-72267	2578	20	212,630	212,630	NUM
afs-72267	2578	21	42.277.8	42.277.8	NUM
afs-72267	2578	22	2,642,618	2,642,618	NUM
afs-72267	2578	23	92,276	92,276	NUM
afs-72267	2578	24	208,229	208,229	NUM
afs-72267	2578	25	42,082.0	42,082.0	NUM
afs-72267	2578	26	2,562,952	2,562,952	NUM
afs-72267	2578	27	92,777	92,777	NUM
afs-72267	2578	28	203,933	203,933	NUM
afs-72267	2578	29	1	1	NUM
afs-72267	2578	30	*	*	PUNCT
afs-72267	2578	31	=	=	PRON
afs-72267	2578	32	interpolated	interpolate	VERB
afs-72267	2578	33	345	345	NUM
afs-72267	2578	34	appendix	appendix	NOUN
afs-72267	2578	35	4	4	NUM
afs-72267	2578	36	.	.	PUNCT
afs-72267	2578	37	total	total	ADJ
afs-72267	2578	38	expenditures	expenditure	NOUN
afs-72267	2578	39	and	and	CCONJ
afs-72267	2578	40	state	state	NOUN
afs-72267	2578	41	support	support	NOUN
afs-72267	2578	42	for	for	ADP
afs-72267	2578	43	the	the	DET
afs-72267	2578	44	agricultural	agricultural	ADJ
afs-72267	2578	45	extension	extension	NOUN
afs-72267	2578	46	agencies	agency	NOUN
afs-72267	2578	47	(	(	PUNCT
afs-72267	2578	48	association	association	NOUN
afs-72267	2578	49	of	of	ADP
afs-72267	2578	50	agricultural	agricultural	ADJ
afs-72267	2578	51	centres	centre	NOUN
afs-72267	2578	52	,	,	PUNCT
afs-72267	2578	53	the	the	DET
afs-72267	2578	54	agricultural	agricultural	ADJ
afs-72267	2578	55	centres	centre	NOUN
afs-72267	2578	56	,	,	PUNCT
afs-72267	2578	57	association	association	NOUN
afs-72267	2578	58	for	for	ADP
afs-72267	2578	59	agricultural	agricultural	ADJ
afs-72267	2578	60	societies	society	NOUN
afs-72267	2578	61	of	of	ADP
afs-72267	2578	62	swedish	swedish	ADJ
afs-72267	2578	63	speaking	speak	VERB
afs-72267	2578	64	farmers	farmer	NOUN
afs-72267	2578	65	,	,	PUNCT
afs-72267	2578	66	the	the	DET
afs-72267	2578	67	agricultural	agricultural	ADJ
afs-72267	2578	68	societies	society	NOUN
afs-72267	2578	69	and	and	CCONJ
afs-72267	2578	70	the	the	DET
afs-72267	2578	71	small	small	ADJ
afs-72267	2578	72	farmer	farmer	NOUN
afs-72267	2578	73	organizations	organization	NOUN
afs-72267	2578	74	)	)	PUNCT
afs-72267	2578	75	(	(	PUNCT
afs-72267	2578	76	fim	fim	NOUN
afs-72267	2578	77	1000	1000	NUM
afs-72267	2578	78	)	)	PUNCT
afs-72267	2578	79	.	.	PUNCT
afs-72267	2579	1	year	year	NOUN
afs-72267	2579	2	total	total	ADJ
afs-72267	2579	3	total	total	ADJ
afs-72267	2579	4	state	state	NOUN
afs-72267	2579	5	support	support	NOUN
afs-72267	2579	6	expendistate	expendistate	ADJ
afs-72267	2579	7	in	in	ADP
afs-72267	2579	8	%	%	NOUN
afs-72267	2579	9	of	of	ADP
afs-72267	2579	10	total	total	ADJ
afs-72267	2579	11	tures	ture	NOUN
afs-72267	2579	12	support	support	VERB
afs-72267	2579	13	expenditures	expenditure	NOUN
afs-72267	2579	14	1950	1950	NUM
afs-72267	2579	15	1951	1951	NUM
afs-72267	2579	16	6,581	6,581	NUM
afs-72267	2579	17	3,396	3,396	NUM
afs-72267	2579	18	51.61	51.61	NUM
afs-72267	2579	19	1955	1955	NUM
afs-72267	2579	20	8,249	8,249	NUM
afs-72267	2579	21	3,748	3,748	NUM
afs-72267	2579	22	45.44	45.44	NUM
afs-72267	2579	23	1960	1960	NUM
afs-72267	2579	24	11,281	11,281	NUM
afs-72267	2579	25	5,756	5,756	NUM
afs-72267	2579	26	51.03	51.03	NUM
afs-72267	2579	27	1965	1965	NUM
afs-72267	2579	28	19,143	19,143	NUM
afs-72267	2579	29	10,723	10,723	NUM
afs-72267	2579	30	56.01	56.01	NUM
afs-72267	2579	31	1970	1970	NUM
afs-72267	2579	32	20,613	20,613	NUM
afs-72267	2579	33	13,729	13,729	NUM
afs-72267	2579	34	66.60	66.60	NUM
afs-72267	2579	35	1971	1971	NUM
afs-72267	2579	36	22,229	22,229	NUM
afs-72267	2579	37	14,205	14,205	NUM
afs-72267	2579	38	63,90	63,90	NUM
afs-72267	2579	39	1972	1972	NUM
afs-72267	2579	40	23,563	23,563	NUM
afs-72267	2579	41	14,332	14,332	NUM
afs-72267	2579	42	60.82	60.82	NUM
afs-72267	2579	43	1973	1973	NUM
afs-72267	2579	44	28,421	28,421	NUM
afs-72267	2579	45	16,132	16,132	NUM
afs-72267	2579	46	56.76	56.76	NUM
afs-72267	2579	47	1974	1974	NUM
afs-72267	2579	48	32,292	32,292	NUM
afs-72267	2579	49	19,376	19,376	NUM
afs-72267	2579	50	60.00	60.00	NUM
afs-72267	2579	51	1975	1975	NUM
afs-72267	2579	52	41,762	41,762	NUM
afs-72267	2579	53	24,304	24,304	NUM
afs-72267	2579	54	58.20	58.20	NUM
afs-72267	2579	55	1976	1976	NUM
afs-72267	2579	56	53,563	53,563	NUM
afs-72267	2579	57	28,110	28,110	NUM
afs-72267	2579	58	52.48	52.48	NUM
afs-72267	2579	59	1977	1977	NUM
afs-72267	2579	60	54,940	54,940	NUM
afs-72267	2579	61	29,824	29,824	NUM
afs-72267	2579	62	54.28	54.28	NUM
afs-72267	2579	63	1978	1978	NUM
afs-72267	2579	64	64,380	64,380	NUM
afs-72267	2579	65	32,730	32,730	NUM
afs-72267	2579	66	50.84	50.84	NUM
afs-72267	2579	67	1979	1979	NUM
afs-72267	2579	68	72,671	72,671	NUM
afs-72267	2579	69	34,432	34,432	NUM
afs-72267	2579	70	47.38	47.38	NUM
afs-72267	2579	71	1980	1980	NUM
afs-72267	2579	72	81,668	81,668	NUM
afs-72267	2579	73	38,775	38,775	NUM
afs-72267	2579	74	47.47	47.47	NUM
afs-72267	2579	75	1981	1981	NUM
afs-72267	2579	76	95,489	95,489	NUM
afs-72267	2579	77	44,328	44,328	NUM
afs-72267	2579	78	46.42	46.42	NUM
afs-72267	2579	79	1982	1982	NUM
afs-72267	2579	80	107,333	107,333	NUM
afs-72267	2579	81	51,079	51,079	NUM
afs-72267	2579	82	47.60	47.60	NUM
afs-72267	2579	83	1983	1983	NUM
afs-72267	2579	84	120,374	120,374	NUM
afs-72267	2579	85	55,849	55,849	NUM
afs-72267	2579	86	46.40	46.40	NUM
afs-72267	2579	87	1984	1984	NUM
afs-72267	2579	88	133,013	133,013	NUM
afs-72267	2579	89	60,557	60,557	NUM
afs-72267	2579	90	45.40	45.40	NUM
afs-72267	2579	91	appendix	appendix	NOUN
afs-72267	2579	92	5	5	NUM
afs-72267	2579	93	.	.	PUNCT
afs-72267	2579	94	gross	gross	ADJ
afs-72267	2579	95	capital	capital	NOUN
afs-72267	2579	96	stock	stock	NOUN
afs-72267	2579	97	in	in	ADP
afs-72267	2579	98	basic	basic	ADJ
afs-72267	2579	99	agriculture	agriculture	NOUN
afs-72267	2579	100	according	accord	VERB
afs-72267	2579	101	to	to	ADP
afs-72267	2579	102	the	the	DET
afs-72267	2579	103	national	national	ADJ
afs-72267	2579	104	accounts	account	NOUN
afs-72267	2579	105	in	in	ADP
afs-72267	2579	106	prices	price	NOUN
afs-72267	2579	107	of	of	ADP
afs-72267	2579	108	1980	1980	NUM
afs-72267	2579	109	(	(	PUNCT
afs-72267	2579	110	fim	fim	PROPN
afs-72267	2579	111	million	million	NUM
afs-72267	2579	112	)	)	PUNCT
afs-72267	2579	113	.	.	PUNCT
afs-72267	2580	1	1968	1968	NUM
afs-72267	2580	2	49,899.6	49,899.6	NOUN
afs-72267	2580	3	1969	1969	NUM
afs-72267	2580	4	50,931.7	50,931.7	NOUN
afs-72267	2580	5	1970	1970	NUM
afs-72267	2580	6	51,719.2	51,719.2	NUM
afs-72267	2580	7	1971	1971	NUM
afs-72267	2580	8	52,608.2	52,608.2	NUM
afs-72267	2580	9	1972	1972	NUM
afs-72267	2580	10	53,240.7	53,240.7	NOUN
afs-72267	2580	11	1973	1973	NUM
afs-72267	2580	12	54,038.8	54,038.8	NUM
afs-72267	2580	13	1974	1974	NUM
afs-72267	2580	14	54,683.3	54,683.3	NUM
afs-72267	2580	15	1975	1975	NUM
afs-72267	2580	16	55,582.1	55,582.1	NOUN
afs-72267	2580	17	1976	1976	NUM
afs-72267	2580	18	56,485.6	56,485.6	NUM
afs-72267	2580	19	1977	1977	NUM
afs-72267	2580	20	57,138.4	57,138.4	NUM
afs-72267	2580	21	1978	1978	NUM
afs-72267	2580	22	57,803.5	57,803.5	NOUN
afs-72267	2580	23	1979	1979	NUM
afs-72267	2580	24	58,724.7	58,724.7	NUM
afs-72267	2580	25	1980	1980	NUM
afs-72267	2580	26	60,004.5	60,004.5	NUM
afs-72267	2580	27	1981	1981	NUM
afs-72267	2580	28	60,958.0	60,958.0	NUM
afs-72267	2580	29	1982	1982	NUM
afs-72267	2580	30	62,237.4	62,237.4	NUM
afs-72267	2580	31	1983	1983	NUM
afs-72267	2580	32	63,359.2	63,359.2	NOUN
afs-72267	2580	33	1984	1984	NUM
afs-72267	2580	34	64,100.3	64,100.3	NUM
afs-72267	2580	35	1950	1950	NUM
afs-72267	2580	36	28,381.2	28,381.2	NUM
afs-72267	2580	37	1951	1951	NUM
afs-72267	2580	38	29,625.0	29,625.0	NUM
afs-72267	2580	39	1952	1952	NUM
afs-72267	2580	40	31,232.4	31,232.4	NUM
afs-72267	2580	41	1953	1953	NUM
afs-72267	2580	42	32,492.3	32,492.3	NOUN
afs-72267	2580	43	1954	1954	NUM
afs-72267	2580	44	33,708.5	33,708.5	NUM
afs-72267	2580	45	1955	1955	NUM
afs-72267	2580	46	34,975.7	34,975.7	NUM
afs-72267	2580	47	1956	1956	NUM
afs-72267	2580	48	36,066.1	36,066.1	NOUN
afs-72267	2580	49	1957	1957	NUM
afs-72267	2580	50	37,087.3	37,087.3	NOUN
afs-72267	2580	51	1958	1958	NUM
afs-72267	2580	52	38,098.9	38,098.9	NUM
afs-72267	2580	53	1959	1959	NUM
afs-72267	2580	54	39,279.2	39,279.2	NOUN
afs-72267	2580	55	1960	1960	NUM
afs-72267	2580	56	40,551.9	40,551.9	NUM
afs-72267	2580	57	1961	1961	NUM
afs-72267	2580	58	41,967.7	41,967.7	NOUN
afs-72267	2580	59	1962	1962	NUM
afs-72267	2580	60	43,223.8	43,223.8	NOUN
afs-72267	2580	61	1963	1963	NUM
afs-72267	2580	62	44,621.6	44,621.6	NUM
afs-72267	2580	63	1964	1964	NUM
afs-72267	2580	64	45,778.8	45,778.8	NOUN
afs-72267	2580	65	1965	1965	NUM
afs-72267	2580	66	47,009.2	47,009.2	NOUN
afs-72267	2580	67	1966	1966	NUM
afs-72267	2580	68	48,346.4	48,346.4	NUM
afs-72267	2580	69	1967	1967	NUM
afs-72267	2580	70	49,269.7	49,269.7	NUM
afs-72267	2580	71	appendix	appendix	VERB
afs-72267	2580	72	6	6	NUM
afs-72267	2580	73	.	.	PUNCT
afs-72267	2581	1	linear	linear	ADJ
afs-72267	2581	2	production	production	NOUN
afs-72267	2581	3	functions	function	NOUN
afs-72267	2581	4	with	with	ADP
afs-72267	2581	5	total	total	ADJ
afs-72267	2581	6	research	research	NOUN
afs-72267	2581	7	.	.	PUNCT
afs-72267	2582	1	all	all	DET
afs-72267	2582	2	variables	variable	NOUN
afs-72267	2582	3	measured	measure	VERB
afs-72267	2582	4	at	at	ADP
afs-72267	2582	5	aggregate	aggregate	ADJ
afs-72267	2582	6	level	level	NOUN
afs-72267	2582	7	.	.	PUNCT
afs-72267	2583	1	regression	regression	NOUN
afs-72267	2583	2	coefficients	coefficient	NOUN
afs-72267	2583	3	and	and	CCONJ
afs-72267	2583	4	their	their	PRON
afs-72267	2583	5	standard	standard	ADJ
afs-72267	2583	6	errors	error	NOUN
afs-72267	2583	7	in	in	ADP
afs-72267	2583	8	parenthesis	parenthesis	NOUN
afs-72267	2583	9	below	below	ADP
afs-72267	2583	10	coefficients	coefficient	NOUN
afs-72267	2583	11	,	,	PUNCT
afs-72267	2583	12	significance	significance	NOUN
afs-72267	2583	13	levels	level	NOUN
afs-72267	2583	14	,	,	PUNCT
afs-72267	2583	15	coefficient	coefficient	NOUN
afs-72267	2583	16	of	of	ADP
afs-72267	2583	17	determination	determination	NOUN
afs-72267	2583	18	,	,	PUNCT
afs-72267	2583	19	f	f	X
afs-72267	2583	20	-	-	PUNCT
afs-72267	2583	21	ratio	ratio	NOUN
afs-72267	2583	22	and	and	CCONJ
afs-72267	2583	23	durbin	durbin	ADJ
afs-72267	2583	24	-	-	PUNCT
afs-72267	2583	25	watson	watson	NOUN
afs-72267	2583	26	test	test	NOUN
afs-72267	2583	27	values	value	NOUN
afs-72267	2583	28	.	.	PUNCT
afs-72267	2584	1	1	1	NUM
afs-72267	2584	2	regression	regression	NOUN
afs-72267	2584	3	(	(	PUNCT
afs-72267	2584	4	5	5	NUM
afs-72267	2584	5	)	)	PUNCT
afs-72267	2584	6	(	(	PUNCT
afs-72267	2584	7	6	6	X
afs-72267	2584	8	)	)	PUNCT
afs-72267	2584	9	s.l	s.l	PROPN
afs-72267	2584	10	.	.	NOUN
afs-72267	2584	11	2	2	NUM
afs-72267	2584	12	1.1	1.1	NUM
afs-72267	2584	13	.	.	PUNCT
afs-72267	2585	1	constant	constant	ADJ
afs-72267	2585	2	—	—	PUNCT
afs-72267	2585	3	46.232	46.232	NUM
afs-72267	2585	4	0.004	0.004	NUM
afs-72267	2585	5	—	—	PUNCT
afs-72267	2585	6	27.315	27.315	NUM
afs-72267	2585	7	0.251	0.251	NUM
afs-72267	2585	8	(	(	PUNCT
afs-72267	2585	9	14.949	14.949	NUM
afs-72267	2585	10	)	)	PUNCT
afs-72267	2585	11	(	(	PUNCT
afs-72267	2585	12	23.312	23.312	NUM
afs-72267	2585	13	)	)	PUNCT
afs-72267	2585	14	capital	capital	NOUN
afs-72267	2585	15	1.227	1.227	NUM
afs-72267	2585	16	0.000	0.000	NUM
afs-72267	2585	17	1.074	1.074	NUM
afs-72267	2585	18	0.000	0.000	NUM
afs-72267	2585	19	(	(	PUNCT
afs-72267	2585	20	0.150	0.150	NUM
afs-72267	2585	21	)	)	PUNCT
afs-72267	2585	22	(	(	PUNCT
afs-72267	2585	23	0.208	0.208	NUM
afs-72267	2585	24	)	)	PUNCT
afs-72267	2585	25	labour	labour	NOUN
afs-72267	2585	26	0.195	0.195	NUM
afs-72267	2585	27	0.070	0.070	NUM
afs-72267	2585	28	0.095	0.095	NUM
afs-72267	2585	29	0.511	0.511	NUM
afs-72267	2585	30	(	(	PUNCT
afs-72267	2585	31	0.107	0.107	NUM
afs-72267	2585	32	)	)	PUNCT
afs-72267	2585	33	(	(	PUNCT
afs-72267	2585	34	0.143	0.143	NUM
afs-72267	2585	35	)	)	PUNCT
afs-72267	2585	36	external	external	ADJ
afs-72267	2585	37	inputs	input	NOUN
afs-72267	2585	38	—	—	PUNCT
afs-72267	2585	39	o.olo	o.olo	ADP
afs-72267	2585	40	0.809	0.809	NUM
afs-72267	2585	41	—	—	PUNCT
afs-72267	2585	42	0.012	0.012	NUM
afs-72267	2585	43	0.767	0.767	NUM
afs-72267	2585	44	(	(	PUNCT
afs-72267	2585	45	0.041	0.041	NUM
afs-72267	2585	46	)	)	PUNCT
afs-72267	2585	47	(	(	PUNCT
afs-72267	2585	48	0.041	0.041	NUM
afs-72267	2585	49	)	)	PUNCT
afs-72267	2585	50	total	total	ADJ
afs-72267	2585	51	public	public	NOUN
afs-72267	2585	52	&	&	CCONJ
afs-72267	2585	53	0.025	0.025	NUM
afs-72267	2585	54	0.057	0.057	NUM
afs-72267	2585	55	0.022	0.022	NUM
afs-72267	2585	56	0.102	0.102	NUM
afs-72267	2585	57	private	private	ADJ
afs-72267	2585	58	research	research	NOUN
afs-72267	2585	59	(	(	PUNCT
afs-72267	2585	60	0.013	0.013	NUM
afs-72267	2585	61	)	)	PUNCT
afs-72267	2585	62	(	(	PUNCT
afs-72267	2585	63	0.013	0.013	NUM
afs-72267	2585	64	)	)	PUNCT
afs-72267	2585	65	extension	extension	NOUN
afs-72267	2585	66	0.077	0.077	NUM
afs-72267	2585	67	0.300	0.300	NUM
afs-72267	2585	68	(	(	PUNCT
afs-72267	2585	69	0.073	0.073	NUM
afs-72267	2585	70	)	)	PUNCT
afs-72267	2585	71	r-0.983	r-0.983	PROPN
afs-72267	2585	72	0.984	0.984	NUM
afs-72267	2585	73	stand.error	stand.error	NOUN
afs-72267	2585	74	of	of	ADP
afs-72267	2585	75	estimate	estimate	NOUN
afs-72267	2585	76	3.263	3.263	NUM
afs-72267	2585	77	3.257	3.257	NUM
afs-72267	2585	78	f	f	X
afs-72267	2585	79	-	-	PUNCT
afs-72267	2585	80	ratio	ratio	NOUN
afs-72267	2585	81	'	'	PART
afs-72267	2585	82	444.85	444.85	NUM
afs-72267	2585	83	*	*	PUNCT
afs-72267	2585	84	*	*	PUNCT
afs-72267	2585	85	*	*	PUNCT
afs-72267	2586	1	357.47	357.47	NUM
afs-72267	2586	2	*	*	PUNCT
afs-72267	2586	3	*	*	PUNCT
afs-72267	2586	4	*	*	PUNCT
afs-72267	2586	5	d	d	X
afs-72267	2586	6	-	-	PUNCT
afs-72267	2586	7	w	w	NOUN
afs-72267	2586	8	test	test	NOUN
afs-72267	2586	9	value	value	NOUN
afs-72267	2586	10	0.963	0.963	NUM
afs-72267	2586	11	0.990	0.990	NUM
afs-72267	2586	12	1	1	NUM
afs-72267	2586	13	these	these	DET
afs-72267	2586	14	coeffients	coeffient	NOUN
afs-72267	2586	15	,	,	PUNCT
afs-72267	2586	16	the	the	DET
afs-72267	2586	17	f	f	NOUN
afs-72267	2586	18	-	-	PUNCT
afs-72267	2586	19	ratio	ratio	NOUN
afs-72267	2586	20	and	and	CCONJ
afs-72267	2586	21	d	d	NOUN
afs-72267	2586	22	-	-	PUNCT
afs-72267	2586	23	w	w	ADJ
afs-72267	2586	24	test	test	NOUN
afs-72267	2586	25	-	-	PUNCT
afs-72267	2586	26	value	value	NOUN
afs-72267	2586	27	will	will	AUX
afs-72267	2586	28	be	be	AUX
afs-72267	2586	29	presented	present	VERB
afs-72267	2586	30	in	in	ADP
afs-72267	2586	31	all	all	DET
afs-72267	2586	32	the	the	DET
afs-72267	2586	33	regression	regression	NOUN
afs-72267	2586	34	tables	table	NOUN
afs-72267	2586	35	.	.	PUNCT
afs-72267	2587	1	2	2	NUM
afs-72267	2587	2	significance	significance	NOUN
afs-72267	2587	3	levels	level	NOUN
afs-72267	2587	4	with	with	ADP
afs-72267	2587	5	t	t	NOUN
afs-72267	2587	6	-	-	PUNCT
afs-72267	2587	7	test	test	NOUN
afs-72267	2587	8	.	.	PUNCT
afs-72267	2588	1	the	the	DET
afs-72267	2588	2	abbreviation	abbreviation	NOUN
afs-72267	2588	3	applies	apply	VERB
afs-72267	2588	4	to	to	ADP
afs-72267	2588	5	all	all	DET
afs-72267	2588	6	regression	regression	NOUN
afs-72267	2588	7	tables	table	NOUN
afs-72267	2588	8	.	.	PUNCT
afs-72267	2589	1	3	3	NUM
afs-72267	2589	2	*	*	PUNCT
afs-72267	2589	3	*	*	PUNCT
afs-72267	2589	4	�	�	NOUN
afs-72267	2589	5	=	=	NOUN
afs-72267	2589	6	significance	significance	NOUN
afs-72267	2589	7	level	level	NOUN
afs-72267	2589	8	for	for	ADP
afs-72267	2589	9	f	f	NOUN
afs-72267	2589	10	-	-	PUNCT
afs-72267	2589	11	ratio	ratio	VERB
afs-72267	2589	12	<	<	X
afs-72267	2589	13	0.001	0.001	NUM
afs-72267	2589	14	vo	vo	NOUN
afs-72267	2589	15	.	.	PUNCT
afs-72267	2590	1	the	the	DET
afs-72267	2590	2	abbreviation	abbreviation	NOUN
afs-72267	2590	3	applies	apply	VERB
afs-72267	2590	4	to	to	ADP
afs-72267	2590	5	all	all	DET
afs-72267	2590	6	regression	regression	NOUN
afs-72267	2590	7	tables	table	NOUN
afs-72267	2590	8	.	.	PUNCT
afs-72267	2591	1	346	346	NUM
afs-72267	2591	2	appendix	appendix	NOUN
afs-72267	2591	3	7	7	NUM
afs-72267	2591	4	.	.	PUNCT
afs-72267	2591	5	linear	linear	ADJ
afs-72267	2591	6	production	production	NOUN
afs-72267	2591	7	functions	function	NOUN
afs-72267	2591	8	with	with	ADP
afs-72267	2591	9	total	total	ADJ
afs-72267	2591	10	research	research	NOUN
afs-72267	2591	11	.	.	PUNCT
afs-72267	2592	1	output	output	NOUN
afs-72267	2592	2	,	,	PUNCT
afs-72267	2592	3	capital	capital	NOUN
afs-72267	2592	4	,	,	PUNCT
afs-72267	2592	5	labour	labour	NOUN
afs-72267	2592	6	,	,	PUNCT
afs-72267	2592	7	external	external	ADJ
afs-72267	2592	8	inputs	input	NOUN
afs-72267	2592	9	measured	measure	VERB
afs-72267	2592	10	at	at	ADP
afs-72267	2592	11	farm	farm	NOUN
afs-72267	2592	12	level	level	NOUN
afs-72267	2592	13	,	,	PUNCT
afs-72267	2592	14	research	research	NOUN
afs-72267	2592	15	and	and	CCONJ
afs-72267	2592	16	extension	extension	NOUN
afs-72267	2592	17	at	at	ADP
afs-72267	2592	18	aggregate	aggregate	ADJ
afs-72267	2592	19	level	level	NOUN
afs-72267	2592	20	.	.	PUNCT
afs-72267	2593	1	regression	regression	NOUN
afs-72267	2593	2	(	(	PUNCT
afs-72267	2593	3	7	7	NUM
afs-72267	2593	4	)	)	PUNCT
afs-72267	2593	5	(	(	PUNCT
afs-72267	2593	6	8)	8)	NUM
afs-72267	2593	7	s.l	s.l	PROPN
afs-72267	2593	8	.	.	PROPN
afs-72267	2593	9	1.1	1.1	NUM
afs-72267	2593	10	.	.	PUNCT
afs-72267	2594	1	constant	constant	ADJ
afs-72267	2594	2	—	—	PUNCT
afs-72267	2594	3	20.175	20.175	NUM
afs-72267	2594	4	0.059	0.059	NUM
afs-72267	2594	5	—	—	PUNCT
afs-72267	2594	6	20.087	20.087	NUM
afs-72267	2594	7	0.063	0.063	NUM
afs-72267	2594	8	(	(	PUNCT
afs-72267	2594	9	10.303	10.303	NUM
afs-72267	2594	10	)	)	PUNCT
afs-72267	2594	11	(	(	PUNCT
afs-72267	2594	12	10.401	10.401	NUM
afs-72267	2594	13	)	)	PUNCT
afs-72267	2594	14	capital	capital	NOUN
afs-72267	2594	15	0.982	0.982	NUM
afs-72267	2594	16	0.000	0.000	NUM
afs-72267	2594	17	0.983	0.983	NUM
afs-72267	2594	18	0.000	0.000	NUM
afs-72267	2594	19	(	(	PUNCT
afs-72267	2594	20	0.134	0.134	NUM
afs-72267	2594	21	)	)	PUNCT
afs-72267	2594	22	(	(	PUNCT
afs-72267	2594	23	0.136	0.136	NUM
afs-72267	2594	24	)	)	PUNCT
afs-72267	2594	25	labour	labour	NOUN
afs-72267	2594	26	0.130	0.130	NUM
afs-72267	2594	27	0.197	0.197	NUM
afs-72267	2594	28	0.084	0.084	NUM
afs-72267	2594	29	0.493	0.493	NUM
afs-72267	2594	30	(	(	PUNCT
afs-72267	2594	31	0.098	0.098	NUM
afs-72267	2594	32	)	)	PUNCT
afs-72267	2594	33	(	(	PUNCT
afs-72267	2594	34	0.121	0.121	NUM
afs-72267	2594	35	)	)	PUNCT
afs-72267	2594	36	external	external	ADJ
afs-72267	2594	37	inputs	input	NOUN
afs-72267	2594	38	0.0001	0.0001	NUM
afs-72267	2594	39	0.997	0.997	NUM
afs-72267	2594	40	—	—	PUNCT
afs-72267	2594	41	0.0007	0.0007	NUM
afs-72267	2594	42	0.985	0.985	NUM
afs-72267	2594	43	(	(	PUNCT
afs-72267	2594	44	0.037	0.037	NUM
afs-72267	2594	45	)	)	PUNCT
afs-72267	2594	46	(	(	PUNCT
afs-72267	2594	47	0.037	0.037	NUM
afs-72267	2594	48	)	)	PUNCT
afs-72267	2594	49	total	total	ADJ
afs-72267	2594	50	research	research	NOUN
afs-72267	2594	51	0.054	0.054	NUM
afs-72267	2594	52	0.020	0.020	NUM
afs-72267	2594	53	0.047	0.047	NUM
afs-72267	2594	54	0.067	0.067	NUM
afs-72267	2594	55	(	(	PUNCT
afs-72267	2594	56	0.022	0.022	NUM
afs-72267	2594	57	)	)	PUNCT
afs-72267	2594	58	(	(	PUNCT
afs-72267	2594	59	0.025	0.025	NUM
afs-72267	2594	60	)	)	PUNCT
afs-72267	2594	61	extension	extension	NOUN
afs-72267	2594	62	0.053	0.053	NUM
afs-72267	2594	63	0.512	0.512	NUM
afs-72267	2594	64	(	(	PUNCT
afs-72267	2594	65	0.080	0.080	NUM
afs-72267	2594	66	)	)	PUNCT
afs-72267	2594	67	r	r	NOUN
afs-72267	2594	68	2	2	NUM
afs-72267	2594	69	0.997	0.997	NUM
afs-72267	2594	70	0.997	0.997	NUM
afs-72267	2594	71	stand.error	stand.error	NOUN
afs-72267	2594	72	of	of	ADP
afs-72267	2594	73	estimate	estimate	NOUN
afs-72267	2594	74	5.158	5.158	NUM
afs-72267	2594	75	5.201	5.201	NUM
afs-72267	2594	76	f	f	X
afs-72267	2594	77	-	-	PUNCT
afs-72267	2594	78	ratio	ratio	NOUN
afs-72267	2594	79	2479.2	2479.2	NUM
afs-72267	2594	80	*	*	PUNCT
afs-72267	2594	81	*	*	PUNCT
afs-72267	2594	82	*	*	PUNCT
afs-72267	2595	1	1946.48	1946.48	NUM
afs-72267	2595	2	*	*	NOUN
afs-72267	2595	3	*	*	PUNCT
afs-72267	2595	4	*	*	PUNCT
afs-72267	2595	5	d	d	X
afs-72267	2595	6	-	-	PUNCT
afs-72267	2595	7	w	w	PROPN
afs-72267	2595	8	test	test	NOUN
afs-72267	2595	9	value	value	NOUN
afs-72267	2595	10	1.132	1.132	NUM
afs-72267	2595	11	1.121	1.121	NUM
afs-72267	2595	12	appendix	appendix	NOUN
afs-72267	2595	13	8	8	NUM
afs-72267	2595	14	.	.	PUNCT
afs-72267	2595	15	cobb	cobb	PROPN
afs-72267	2595	16	-	-	PUNCT
afs-72267	2595	17	douglas	douglas	PROPN
afs-72267	2595	18	production	production	NOUN
afs-72267	2595	19	functions	function	NOUN
afs-72267	2595	20	with	with	ADP
afs-72267	2595	21	total	total	ADJ
afs-72267	2595	22	research	research	NOUN
afs-72267	2595	23	.	.	PUNCT
afs-72267	2596	1	all	all	DET
afs-72267	2596	2	variables	variable	NOUN
afs-72267	2596	3	measured	measure	VERB
afs-72267	2596	4	at	at	ADP
afs-72267	2596	5	aggregate	aggregate	ADJ
afs-72267	2596	6	level	level	NOUN
afs-72267	2596	7	.	.	PUNCT
afs-72267	2597	1	regression	regression	NOUN
afs-72267	2597	2	(	(	PUNCT
afs-72267	2597	3	14	14	NUM
afs-72267	2597	4	)	)	PUNCT
afs-72267	2597	5	(	(	PUNCT
afs-72267	2597	6	15	15	NUM
afs-72267	2597	7	)	)	PUNCT
afs-72267	2597	8	1.1	1.1	NUM
afs-72267	2597	9	.	.	PUNCT
afs-72267	2598	1	1.1	1.1	NUM
afs-72267	2598	2	.	.	PUNCT
afs-72267	2599	1	constant	constant	ADJ
afs-72267	2599	2	0.009	0.009	NUM
afs-72267	2599	3	0.993	0.993	NUM
afs-72267	2599	4	0.283	0.283	NUM
afs-72267	2599	5	0.773	0.773	NUM
afs-72267	2599	6	(	(	PUNCT
afs-72267	2599	7	1.000	1.000	NUM
afs-72267	2599	8	)	)	PUNCT
afs-72267	2599	9	(	(	PUNCT
afs-72267	2599	10	0.969	0.969	NUM
afs-72267	2599	11	)	)	PUNCT
afs-72267	2599	12	capital	capital	NOUN
afs-72267	2599	13	0.808	0.808	NUM
afs-72267	2599	14	0.019	0.019	NUM
afs-72267	2599	15	0.696	0.696	NUM
afs-72267	2599	16	0.036	0.036	NUM
afs-72267	2599	17	(	(	PUNCT
afs-72267	2599	18	0.324	0.324	NUM
afs-72267	2599	19	)	)	PUNCT
afs-72267	2599	20	(	(	PUNCT
afs-72267	2599	21	0.317	0.317	NUM
afs-72267	2599	22	)	)	PUNCT
afs-72267	2599	23	labour	labour	NOUN
afs-72267	2599	24	0.048	0.048	NUM
afs-72267	2599	25	0.060	0.060	NUM
afs-72267	2599	26	0.012	0.012	NUM
afs-72267	2599	27	0.685	0.685	NUM
afs-72267	2599	28	(	(	PUNCT
afs-72267	2599	29	0.024	0.024	NUM
afs-72267	2599	30	)	)	PUNCT
afs-72267	2599	31	(	(	PUNCT
afs-72267	2599	32	0.030	0.030	NUM
afs-72267	2599	33	)	)	PUNCT
afs-72267	2599	34	external	external	ADJ
afs-72267	2599	35	inputs	input	NOUN
afs-72267	2599	36	0.058	0.058	NUM
afs-72267	2599	37	0.534	0.534	NUM
afs-72267	2599	38	0.062	0.062	NUM
afs-72267	2599	39	0.494	0.494	NUM
afs-72267	2599	40	(	(	PUNCT
afs-72267	2599	41	0.093	0.093	NUM
afs-72267	2599	42	)	)	PUNCT
afs-72267	2599	43	(	(	PUNCT
afs-72267	2599	44	0.089	0.089	NUM
afs-72267	2599	45	)	)	PUNCT
afs-72267	2599	46	total	total	ADJ
afs-72267	2599	47	public	public	NOUN
afs-72267	2599	48	&	&	CCONJ
afs-72267	2599	49	0.078	0.078	NUM
afs-72267	2599	50	0.079	0.079	NUM
afs-72267	2599	51	0.050	0.050	NUM
afs-72267	2599	52	0.261	0.261	NUM
afs-72267	2599	53	private	private	ADJ
afs-72267	2599	54	research	research	NOUN
afs-72267	2599	55	(	(	PUNCT
afs-72267	2599	56	0.043	0.043	NUM
afs-72267	2599	57	)	)	PUNCT
afs-72267	2599	58	(	(	PUNCT
afs-72267	2599	59	0.044	0.044	NUM
afs-72267	2599	60	)	)	PUNCT
afs-72267	2599	61	extension	extension	NOUN
afs-72267	2599	62	0.116	0.116	NUM
afs-72267	2599	63	0.067	0.067	NUM
afs-72267	2599	64	(	(	PUNCT
afs-72267	2599	65	0.061	0.061	NUM
afs-72267	2599	66	)	)	PUNCT
afs-72267	2599	67	r0.984	r0.984	PROPN
afs-72267	2599	68	0.986	0.986	NUM
afs-72267	2599	69	stand.error	stand.error	NOUN
afs-72267	2599	70	of	of	ADP
afs-72267	2599	71	estimate	estimate	NOUN
afs-72267	2599	72	0.024	0.024	NUM
afs-72267	2599	73	0.023	0.023	NUM
afs-72267	2599	74	f	f	X
afs-72267	2599	75	-	-	PUNCT
afs-72267	2599	76	ratio	ratio	NOUN
afs-72267	2599	77	462.60	462.60	NUM
afs-72267	2599	78	*	*	PUNCT
afs-72267	2599	79	"	"	PUNCT
afs-72267	2599	80	403.05	403.05	NUM
afs-72267	2599	81	*	*	PUNCT
afs-72267	2599	82	*	*	PUNCT
afs-72267	2599	83	*	*	PUNCT
afs-72267	2599	84	d	d	X
afs-72267	2599	85	-	-	PUNCT
afs-72267	2599	86	w	w	NOUN
afs-72267	2599	87	test	test	NOUN
afs-72267	2599	88	value	value	NOUN
afs-72267	2599	89	1.048	1.048	NUM
afs-72267	2599	90	1.115	1.115	NUM
afs-72267	2599	91	7	7	NUM
afs-72267	2599	92	appendix	appendix	NOUN
afs-72267	2599	93	9	9	NUM
afs-72267	2599	94	.	.	PUNCT
afs-72267	2599	95	cobb	cobb	PROPN
afs-72267	2599	96	-	-	PUNCT
afs-72267	2599	97	douglas	douglas	PROPN
afs-72267	2599	98	production	production	NOUN
afs-72267	2599	99	functions	function	NOUN
afs-72267	2599	100	with	with	ADP
afs-72267	2599	101	total	total	ADJ
afs-72267	2599	102	research	research	NOUN
afs-72267	2599	103	.	.	PUNCT
afs-72267	2600	1	output	output	NOUN
afs-72267	2600	2	,	,	PUNCT
afs-72267	2600	3	capital	capital	NOUN
afs-72267	2600	4	,	,	PUNCT
afs-72267	2600	5	labour	labour	NOUN
afs-72267	2600	6	,	,	PUNCT
afs-72267	2600	7	external	external	ADJ
afs-72267	2600	8	inputs	input	NOUN
afs-72267	2600	9	measured	measure	VERB
afs-72267	2600	10	at	at	ADP
afs-72267	2600	11	farm	farm	NOUN
afs-72267	2600	12	level	level	NOUN
afs-72267	2600	13	,	,	PUNCT
afs-72267	2600	14	research	research	NOUN
afs-72267	2600	15	and	and	CCONJ
afs-72267	2600	16	extension	extension	NOUN
afs-72267	2600	17	at	at	ADP
afs-72267	2600	18	aggregate	aggregate	ADJ
afs-72267	2600	19	level	level	NOUN
afs-72267	2600	20	.	.	PUNCT
afs-72267	2601	1	regression	regression	NOUN
afs-72267	2601	2	(	(	PUNCT
afs-72267	2601	3	16	16	NUM
afs-72267	2601	4	)	)	PUNCT
afs-72267	2601	5	(	(	PUNCT
afs-72267	2601	6	17	17	NUM
afs-72267	2601	7	)	)	PUNCT
afs-72267	2601	8	s.l	s.l	PROPN
afs-72267	2601	9	.	.	PUNCT
afs-72267	2602	1	s.l	s.l	PROPN
afs-72267	2602	2	.	.	NOUN
afs-72267	2602	3	constant	constant	ADJ
afs-72267	2602	4	—	—	PUNCT
afs-72267	2602	5	0.307	0.307	NUM
afs-72267	2602	6	0.362	0.362	NUM
afs-72267	2602	7	—	—	PUNCT
afs-72267	2602	8	0.574	0.574	NUM
afs-72267	2602	9	0.116	0.116	NUM
afs-72267	2602	10	(	(	PUNCT
afs-72267	2602	11	0.332	0.332	NUM
afs-72267	2602	12	)	)	PUNCT
afs-72267	2602	13	(	(	PUNCT
afs-72267	2602	14	0.355	0.355	NUM
afs-72267	2602	15	)	)	PUNCT
afs-72267	2602	16	capital	capital	NOUN
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afs-72267	2602	18	0.000	0.000	NUM
afs-72267	2602	19	0.958	0.958	NUM
afs-72267	2602	20	0.000	0.000	NUM
afs-72267	2602	21	(	(	PUNCT
afs-72267	2602	22	0.138	0.138	NUM
afs-72267	2602	23	)	)	PUNCT
afs-72267	2602	24	(	(	PUNCT
afs-72267	2602	25	0.138	0.138	NUM
afs-72267	2602	26	)	)	PUNCT
afs-72267	2602	27	labour	labour	NOUN
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afs-72267	2602	30	0.012	0.012	NUM
afs-72267	2602	31	0.707	0.707	NUM
afs-72267	2602	32	(	(	PUNCT
afs-72267	2602	33	0.026	0.026	NUM
afs-72267	2602	34	)	)	PUNCT
afs-72267	2602	35	(	(	PUNCT
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afs-72267	2602	37	)	)	PUNCT
afs-72267	2602	38	external	external	ADJ
afs-72267	2602	39	inputs	input	NOUN
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afs-72267	2602	42	0.025	0.025	NUM
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afs-72267	2602	44	(	(	PUNCT
afs-72267	2602	45	0.080	0.080	NUM
afs-72267	2602	46	)	)	PUNCT
afs-72267	2602	47	(	(	PUNCT
afs-72267	2602	48	0.079	0.079	NUM
afs-72267	2602	49	)	)	PUNCT
afs-72267	2602	50	total	total	ADJ
afs-72267	2602	51	research	research	NOUN
afs-72267	2602	52	0.061	0.061	NUM
afs-72267	2602	53	0.089	0.089	NUM
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afs-72267	2602	56	(	(	PUNCT
afs-72267	2602	57	0.035	0.035	NUM
afs-72267	2602	58	)	)	PUNCT
afs-72267	2602	59	(	(	PUNCT
afs-72267	2602	60	0.041	0.041	NUM
afs-72267	2602	61	)	)	PUNCT
afs-72267	2602	62	extension	extension	NOUN
afs-72267	2602	63	0.103	0.103	NUM
afs-72267	2602	64	0.089	0.089	NUM
afs-72267	2602	65	(	(	PUNCT
afs-72267	2602	66	0.059	0.059	NUM
afs-72267	2602	67	)	)	PUNCT
afs-72267	2602	68	r0.997	r0.997	NOUN
afs-72267	2602	69	0.997	0.997	NUM
afs-72267	2602	70	stand.error	stand.error	NOUN
afs-72267	2602	71	of	of	ADP
afs-72267	2602	72	estimate	estimate	NOUN
afs-72267	2602	73	0.024	0.024	NUM
afs-72267	2602	74	0.023	0.023	NUM
afs-72267	2602	75	f	f	X
afs-72267	2602	76	-	-	PUNCT
afs-72267	2602	77	ratio	ratio	NOUN
afs-72267	2602	78	2423.0	2423.0	NUM
afs-72267	2602	79	*	*	PUNCT
afs-72267	2602	80	*	*	PUNCT
afs-72267	2602	81	*	*	PUNCT
afs-72267	2603	1	2074.5	2074.5	NUM
afs-72267	2603	2	*	*	PUNCT
afs-72267	2603	3	*	*	PUNCT
afs-72267	2603	4	*	*	PUNCT
afs-72267	2603	5	d	d	X
afs-72267	2603	6	-	-	PUNCT
afs-72267	2603	7	w	w	NOUN
afs-72267	2603	8	test	test	NOUN
afs-72267	2603	9	value	value	NOUN
afs-72267	2603	10	0.966	0.966	NUM
afs-72267	2603	11	0.976	0.976	NUM
afs-72267	2603	12	appendix	appendix	NOUN
afs-72267	2603	13	10	10	NUM
afs-72267	2603	14	.	.	PUNCT
afs-72267	2604	1	first	first	ADJ
afs-72267	2604	2	order	order	NOUN
afs-72267	2604	3	autoregressive	autoregressive	ADJ
afs-72267	2604	4	cobb	cobb	PROPN
afs-72267	2604	5	-	-	PUNCT
afs-72267	2604	6	douglas	douglas	PROPN
afs-72267	2604	7	production	production	NOUN
afs-72267	2604	8	functions	function	NOUN
afs-72267	2604	9	with	with	ADP
afs-72267	2604	10	total	total	ADJ
afs-72267	2604	11	research	research	NOUN
afs-72267	2604	12	.	.	PUNCT
afs-72267	2605	1	all	all	DET
afs-72267	2605	2	variables	variable	NOUN
afs-72267	2605	3	measured	measure	VERB
afs-72267	2605	4	at	at	ADP
afs-72267	2605	5	aggregate	aggregate	ADJ
afs-72267	2605	6	level	level	NOUN
afs-72267	2605	7	.	.	PUNCT
afs-72267	2606	1	regression	regression	NOUN
afs-72267	2606	2	(	(	PUNCT
afs-72267	2606	3	22	22	NUM
afs-72267	2606	4	)	)	PUNCT
afs-72267	2606	5	(	(	PUNCT
afs-72267	2606	6	23	23	NUM
afs-72267	2606	7	)	)	PUNCT
afs-72267	2606	8	1.1	1.1	NUM
afs-72267	2606	9	.	.	PUNCT
afs-72267	2607	1	|.l	|.l	NOUN
afs-72267	2607	2	.	.	PUNCT
afs-72267	2608	1	constant	constant	ADJ
afs-72267	2608	2	—	—	PUNCT
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afs-72267	2608	5	—	—	PUNCT
afs-72267	2608	6	1.338	1.338	NUM
afs-72267	2608	7	0.325	0.325	NUM
afs-72267	2608	8	(	(	PUNCT
afs-72267	2608	9	1.199	1.199	NUM
afs-72267	2608	10	)	)	PUNCT
afs-72267	2608	11	(	(	PUNCT
afs-72267	2608	12	1.335	1.335	NUM
afs-72267	2608	13	)	)	PUNCT
afs-72267	2608	14	capital	capital	NOUN
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afs-72267	2608	18	0.006	0.006	NUM
afs-72267	2608	19	(	(	PUNCT
afs-72267	2608	20	0.343	0.343	NUM
afs-72267	2608	21	)	)	PUNCT
afs-72267	2608	22	(	(	PUNCT
afs-72267	2608	23	0.394	0.394	NUM
afs-72267	2608	24	)	)	PUNCT
afs-72267	2608	25	labour	labour	NOUN
afs-72267	2608	26	0.046	0.046	NUM
afs-72267	2608	27	0.184	0.184	NUM
afs-72267	2608	28	0.029	0.029	NUM
afs-72267	2608	29	0.489	0.489	NUM
afs-72267	2608	30	(	(	PUNCT
afs-72267	2608	31	0.034	0.034	NUM
afs-72267	2608	32	)	)	PUNCT
afs-72267	2608	33	(	(	PUNCT
afs-72267	2608	34	0.041	0.041	NUM
afs-72267	2608	35	)	)	PUNCT
afs-72267	2608	36	external	external	ADJ
afs-72267	2608	37	inputs	input	NOUN
afs-72267	2608	38	—	—	PUNCT
afs-72267	2608	39	0.022	0.022	NUM
afs-72267	2608	40	0.806	0.806	NUM
afs-72267	2608	41	—	—	PUNCT
afs-72267	2608	42	o.oll	o.oll	NOUN
afs-72267	2608	43	0.905	0.905	NUM
afs-72267	2608	44	(	(	PUNCT
afs-72267	2608	45	0.088	0.088	NUM
afs-72267	2608	46	)	)	PUNCT
afs-72267	2608	47	(	(	PUNCT
afs-72267	2608	48	0.091	0.091	NUM
afs-72267	2608	49	)	)	PUNCT
afs-72267	2608	50	total	total	ADJ
afs-72267	2608	51	aggregate	aggregate	ADJ
afs-72267	2608	52	research	research	NOUN
afs-72267	2608	53	0.025	0.025	NUM
afs-72267	2608	54	0.497	0.497	NUM
afs-72267	2608	55	0.022	0.022	NUM
afs-72267	2608	56	0.561	0.561	NUM
afs-72267	2608	57	(	(	PUNCT
afs-72267	2608	58	0.036	0.036	NUM
afs-72267	2608	59	)	)	PUNCT
afs-72267	2608	60	(	(	PUNCT
afs-72267	2608	61	0.037	0.037	NUM
afs-72267	2608	62	)	)	PUNCT
afs-72267	2608	63	extension	extension	NOUN
afs-72267	2608	64	0.057	0.057	NUM
afs-72267	2608	65	0.481	0.481	NUM
afs-72267	2608	66	(	(	PUNCT
afs-72267	2608	67	0.080	0.080	NUM
afs-72267	2608	68	)	)	PUNCT
afs-72267	2608	69	9	9	NUM
afs-72267	2608	70	,	,	PUNCT
afs-72267	2608	71	0.516	0.516	NUM
afs-72267	2608	72	0.001	0.001	NUM
afs-72267	2608	73	0.495	0.495	NUM
afs-72267	2608	74	0.002	0.002	NUM
afs-72267	2608	75	(	(	PUNCT
afs-72267	2608	76	0.147	0.147	NUM
afs-72267	2608	77	)	)	PUNCT
afs-72267	2608	78	(	(	PUNCT
afs-72267	2608	79	0.149	0.149	NUM
afs-72267	2608	80	)	)	PUNCT
afs-72267	2608	81	r0.986	r0.986	VERB
afs-72267	2608	82	0.988	0.988	NUM
afs-72267	2608	83	stand.error	stand.error	NOUN
afs-72267	2608	84	of	of	ADP
afs-72267	2608	85	estimate	estimate	NOUN
afs-72267	2608	86	0.020	0.020	NUM
afs-72267	2608	87	0.020	0.020	NUM
afs-72267	2608	88	f	f	X
afs-72267	2608	89	-	-	PUNCT
afs-72267	2608	90	ratio	ratio	NOUN
afs-72267	2608	91	579.29	579.29	NUM
afs-72267	2608	92	*	*	PUNCT
afs-72267	2608	93	*	*	PUNCT
afs-72267	2608	94	*	*	PUNCT
afs-72267	2609	1	455.38	455.38	NUM
afs-72267	2609	2	*	*	PUNCT
afs-72267	2609	3	*	*	PUNCT
afs-72267	2609	4	*	*	PUNCT
afs-72267	2609	5	d	d	X
afs-72267	2609	6	-	-	PUNCT
afs-72267	2609	7	w	w	NOUN
afs-72267	2609	8	test	test	NOUN
afs-72267	2609	9	value	value	NOUN
afs-72267	2609	10	1.741	1.741	NUM
afs-72267	2609	11	1.755	1.755	NUM
afs-72267	2609	12	347	347	NUM
afs-72267	2609	13	348	348	NUM
afs-72267	2609	14	appendix	appendix	NOUN
afs-72267	2609	15	11	11	NUM
afs-72267	2609	16	.	.	PUNCT
afs-72267	2610	1	second	second	ADJ
afs-72267	2610	2	order	order	NOUN
afs-72267	2610	3	autoregressive	autoregressive	ADJ
afs-72267	2610	4	cobb	cobb	PROPN
afs-72267	2610	5	-	-	PUNCT
afs-72267	2610	6	douglas	douglas	PROPN
afs-72267	2610	7	production	production	NOUN
afs-72267	2610	8	functions	function	NOUN
afs-72267	2610	9	with	with	ADP
afs-72267	2610	10	total	total	ADJ
afs-72267	2610	11	research	research	NOUN
afs-72267	2610	12	.	.	PUNCT
afs-72267	2611	1	all	all	DET
afs-72267	2611	2	variables	variable	NOUN
afs-72267	2611	3	measured	measure	VERB
afs-72267	2611	4	at	at	ADP
afs-72267	2611	5	aggregate	aggregate	ADJ
afs-72267	2611	6	level	level	NOUN
afs-72267	2611	7	.	.	PUNCT
afs-72267	2612	1	1	1	NUM
afs-72267	2612	2	regression	regression	NOUN
afs-72267	2612	3	(	(	PUNCT
afs-72267	2612	4	24	24	NUM
afs-72267	2612	5	)	)	PUNCT
afs-72267	2612	6	(	(	PUNCT
afs-72267	2612	7	25	25	NUM
afs-72267	2612	8	)	)	PUNCT
afs-72267	2612	9	s.l	s.l	PROPN
afs-72267	2612	10	.	.	PUNCT
afs-72267	2613	1	s.l	s.l	PROPN
afs-72267	2613	2	.	.	PROPN
afs-72267	2613	3	constant	constant	ADJ
afs-72267	2613	4	—	—	PUNCT
afs-72267	2614	1	0.632	0.632	NUM
afs-72267	2614	2	n.s	n.s	PROPN
afs-72267	2614	3	.	.	PROPN
afs-72267	2614	4	—	—	PUNCT
afs-72267	2614	5	0.429	0.429	NUM
afs-72267	2614	6	n.s	n.s	PROPN
afs-72267	2614	7	.	.	PUNCT
afs-72267	2614	8	(	(	PUNCT
afs-72267	2614	9	0.945	0.945	NUM
afs-72267	2614	10	)	)	PUNCT
afs-72267	2614	11	(	(	PUNCT
afs-72267	2614	12	0.932	0.932	NUM
afs-72267	2614	13	)	)	PUNCT
afs-72267	2614	14	capital	capital	NOUN
afs-72267	2614	15	1.017	1.017	NUM
afs-72267	2614	16	<	<	X
afs-72267	2614	17	0.002	0.002	NUM
afs-72267	2614	18	0.930	0.930	NUM
afs-72267	2614	19	<	<	X
afs-72267	2614	20	0.005	0.005	NUM
afs-72267	2614	21	(	(	PUNCT
afs-72267	2614	22	0.2	0.2	NUM
afs-72267	2614	23	%	%	NOUN
afs-72267	2614	24	)	)	PUNCT
afs-72267	2614	25	(	(	PUNCT
afs-72267	2614	26	0.297	0.297	NUM
afs-72267	2614	27	)	)	PUNCT
afs-72267	2614	28	labour	labour	NOUN
afs-72267	2614	29	0.037	0.037	NUM
afs-72267	2614	30	n.s	n.s	PROPN
afs-72267	2614	31	.	.	PROPN
afs-72267	2614	32	0.014	0.014	NUM
afs-72267	2614	33	n.s	n.s	PROPN
afs-72267	2614	34	.	.	PUNCT
afs-72267	2614	35	(	(	PUNCT
afs-72267	2614	36	0.030	0.030	NUM
afs-72267	2614	37	)	)	PUNCT
afs-72267	2614	38	(	(	PUNCT
afs-72267	2614	39	0.033	0.033	NUM
afs-72267	2614	40	)	)	PUNCT
afs-72267	2614	41	external	external	ADJ
afs-72267	2614	42	inputs	input	NOUN
afs-72267	2614	43	0.047	0.047	NUM
afs-72267	2614	44	n.s	n.s	PROPN
afs-72267	2614	45	.	.	PUNCT
afs-72267	2615	1	0.031	0.031	NUM
afs-72267	2615	2	n.s	n.s	PROPN
afs-72267	2615	3	.	.	PROPN
afs-72267	2615	4	(	(	PUNCT
afs-72267	2615	5	0.086	0.086	NUM
afs-72267	2615	6	)	)	PUNCT
afs-72267	2615	7	(	(	PUNCT
afs-72267	2615	8	0.087	0.087	NUM
afs-72267	2615	9	)	)	PUNCT
afs-72267	2615	10	total	total	ADJ
afs-72267	2615	11	aggregate	aggregate	ADJ
afs-72267	2615	12	research	research	NOUN
afs-72267	2615	13	0.031	0.031	NUM
afs-72267	2615	14	n.s	n.s	PROPN
afs-72267	2615	15	.	.	PROPN
afs-72267	2615	16	0.028	0.028	NUM
afs-72267	2615	17	n.s	n.s	PROPN
afs-72267	2615	18	.	.	PUNCT
afs-72267	2615	19	(	(	PUNCT
afs-72267	2615	20	0.035	0.035	NUM
afs-72267	2615	21	)	)	PUNCT
afs-72267	2615	22	(	(	PUNCT
afs-72267	2615	23	0.036	0.036	NUM
afs-72267	2615	24	)	)	PUNCT
afs-72267	2615	25	extension	extension	NOUN
afs-72267	2615	26	0.088	0.088	NUM
afs-72267	2615	27	n.s	n.s	PROPN
afs-72267	2615	28	.	.	PUNCT
afs-72267	2615	29	(	(	PUNCT
afs-72267	2615	30	0.061	0.061	NUM
afs-72267	2615	31	)	)	PUNCT
afs-72267	2615	32	6	6	NUM
afs-72267	2615	33	,	,	PUNCT
afs-72267	2615	34	0.679	0.679	NUM
afs-72267	2615	35	<	<	X
afs-72267	2615	36	0.001	0.001	NUM
afs-72267	2615	37	0.600	0.600	NUM
afs-72267	2615	38	<	<	X
afs-72267	2615	39	0.001	0.001	NUM
afs-72267	2615	40	(	(	PUNCT
afs-72267	2615	41	0.162	0.162	NUM
afs-72267	2615	42	)	)	PUNCT
afs-72267	2615	43	(	(	PUNCT
afs-72267	2615	44	0.163	0.163	NUM
afs-72267	2615	45	)	)	PUNCT
afs-72267	2615	46	9	9	NUM
afs-72267	2615	47	2	2	NUM
afs-72267	2615	48	—	—	PUNCT
afs-72267	2615	49	0.287	0.287	NUM
afs-72267	2615	50	<	<	X
afs-72267	2615	51	0.100	0.100	NUM
afs-72267	2615	52	—	—	PUNCT
afs-72267	2615	53	0.259	0.259	NUM
afs-72267	2615	54	n.s	n.s	PROPN
afs-72267	2615	55	.	.	PUNCT
afs-72267	2615	56	(	(	PUNCT
afs-72267	2615	57	0.162	0.162	NUM
afs-72267	2615	58	)	)	PUNCT
afs-72267	2615	59	(	(	PUNCT
afs-72267	2615	60	0.163	0.163	NUM
afs-72267	2615	61	)	)	PUNCT
afs-72267	2615	62	r	r	NOUN
afs-72267	2615	63	2	2	NUM
afs-72267	2615	64	0.989	0.989	NUM
afs-72267	2615	65	0.990	0.990	NUM
afs-72267	2615	66	stand.error	stand.error	NOUN
afs-72267	2615	67	of	of	ADP
afs-72267	2615	68	estimate	estimate	NOUN
afs-72267	2615	69	0.020	0.020	NUM
afs-72267	2615	70	0.019	0.019	NUM
afs-72267	2615	71	d	d	PROPN
afs-72267	2615	72	-	-	PUNCT
afs-72267	2615	73	w	w	PROPN
afs-72267	2615	74	test	test	NOUN
afs-72267	2615	75	value	value	NOUN
afs-72267	2615	76	1.931	1.931	NUM
afs-72267	2615	77	1.989	1.989	NUM
afs-72267	2615	78	n.s	n.	NOUN
afs-72267	2615	79	.	.	PUNCT
afs-72267	2615	80	=	=	PRON
afs-72267	2615	81	not	not	PART
afs-72267	2615	82	significant	significant	ADJ
afs-72267	2615	83	,	,	PUNCT
afs-72267	2615	84	s.l	s.l	PROPN
afs-72267	2615	85	.	.	PROPN
afs-72267	2615	86	>	>	X
afs-72267	2615	87	0.01	0.01	NUM
afs-72267	2615	88	appendix	appendix	NOUN
afs-72267	2615	89	12	12	NUM
afs-72267	2615	90	.	.	PUNCT
afs-72267	2615	91	cobb	cobb	PROPN
afs-72267	2615	92	-	-	PUNCT
afs-72267	2615	93	douglas	douglas	PROPN
afs-72267	2615	94	production	production	NOUN
afs-72267	2615	95	functions	function	NOUN
afs-72267	2615	96	with	with	ADP
afs-72267	2615	97	total	total	ADJ
afs-72267	2615	98	research	research	NOUN
afs-72267	2615	99	for	for	ADP
afs-72267	2615	100	shorter	short	ADJ
afs-72267	2615	101	periods	period	NOUN
afs-72267	2615	102	.	.	PUNCT
afs-72267	2616	1	all	all	DET
afs-72267	2616	2	variables	variable	NOUN
afs-72267	2616	3	measured	measure	VERB
afs-72267	2616	4	at	at	ADP
afs-72267	2616	5	aggregate	aggregate	ADJ
afs-72267	2616	6	level	level	NOUN
afs-72267	2616	7	.	.	PUNCT
afs-72267	2617	1	regression	regression	NOUN
afs-72267	2617	2	(	(	PUNCT
afs-72267	2617	3	30	30	NUM
afs-72267	2617	4	)	)	PUNCT
afs-72267	2617	5	(	(	PUNCT
afs-72267	2617	6	31	31	NUM
afs-72267	2617	7	)	)	PUNCT
afs-72267	2617	8	(	(	PUNCT
afs-72267	2617	9	32	32	NUM
afs-72267	2617	10	)	)	PUNCT
afs-72267	2617	11	(	(	PUNCT
afs-72267	2617	12	33	33	NUM
afs-72267	2617	13	)	)	PUNCT
afs-72267	2617	14	1950—69	1950—69	NOUN
afs-72267	2617	15	1965—84	1965—84	NUM
afs-72267	2617	16	1.1	1.1	NUM
afs-72267	2617	17	.	.	PUNCT
afs-72267	2618	1	s.l	s.l	PROPN
afs-72267	2618	2	.	.	PUNCT
afs-72267	2619	1	s.l	s.l	PROPN
afs-72267	2619	2	.	.	PUNCT
afs-72267	2620	1	s.l	s.l	PROPN
afs-72267	2620	2	.	.	PROPN
afs-72267	2620	3	constant	constant	ADJ
afs-72267	2620	4	—	—	PUNCT
afs-72267	2621	1	2.383	2.383	NUM
afs-72267	2621	2	0.164	0.164	NUM
afs-72267	2621	3	—	—	PUNCT
afs-72267	2621	4	2.600	2.600	NUM
afs-72267	2621	5	0.048	0.048	NUM
afs-72267	2621	6	3.162	3.162	NUM
afs-72267	2621	7	0.184	0.184	NUM
afs-72267	2621	8	4.361	4.361	NUM
afs-72267	2621	9	0.145	0.145	NUM
afs-72267	2621	10	(	(	PUNCT
afs-72267	2621	11	1.626	1.626	NUM
afs-72267	2621	12	)	)	PUNCT
afs-72267	2621	13	(	(	PUNCT
afs-72267	2621	14	1.198	1.198	NUM
afs-72267	2621	15	)	)	PUNCT
afs-72267	2621	16	(	(	PUNCT
afs-72267	2621	17	2.268	2.268	NUM
afs-72267	2621	18	)	)	PUNCT
afs-72267	2621	19	(	(	PUNCT
afs-72267	2621	20	2.823	2.823	NUM
afs-72267	2621	21	)	)	PUNCT
afs-72267	2621	22	capital	capital	NOUN
afs-72267	2621	23	1.168	1.168	NUM
afs-72267	2621	24	0.019	0.019	NUM
afs-72267	2621	25	1.217	1.217	NUM
afs-72267	2621	26	0.002	0.002	NUM
afs-72267	2621	27	0.219	0.219	NUM
afs-72267	2621	28	0.664	0.664	NUM
afs-72267	2621	29	—	—	PUNCT
afs-72267	2621	30	0.120	0.120	NUM
afs-72267	2621	31	0.863	0.863	NUM
afs-72267	2621	32	(	(	PUNCT
afs-72267	2621	33	0.445	0.445	NUM
afs-72267	2621	34	)	)	PUNCT
afs-72267	2621	35	(	(	PUNCT
afs-72267	2621	36	0.327	0.327	NUM
afs-72267	2621	37	)	)	PUNCT
afs-72267	2621	38	(	(	PUNCT
afs-72267	2621	39	0.495	0.495	NUM
afs-72267	2621	40	)	)	PUNCT
afs-72267	2621	41	(	(	PUNCT
afs-72267	2621	42	0.683	0.683	NUM
afs-72267	2621	43	)	)	PUNCT
afs-72267	2621	44	labour	labour	NOUN
afs-72267	2621	45	0.266	0.266	NUM
afs-72267	2621	46	0.022	0.022	NUM
afs-72267	2621	47	0.159	0.159	NUM
afs-72267	2621	48	0.071	0.071	NUM
afs-72267	2621	49	—	—	PUNCT
afs-72267	2621	50	0.035	0.035	NUM
afs-72267	2621	51	0.627	0.627	NUM
afs-72267	2621	52	—	—	PUNCT
afs-72267	2621	53	0.061	0.061	NUM
afs-72267	2621	54	0.453	0.453	NUM
afs-72267	2621	55	(	(	PUNCT
afs-72267	2621	56	0.104	0.104	NUM
afs-72267	2621	57	)	)	PUNCT
afs-72267	2621	58	(	(	PUNCT
afs-72267	2621	59	0.082	0.082	NUM
afs-72267	2621	60	)	)	PUNCT
afs-72267	2621	61	(	(	PUNCT
afs-72267	2621	62	0.070	0.070	NUM
afs-72267	2621	63	)	)	PUNCT
afs-72267	2621	64	(	(	PUNCT
afs-72267	2621	65	0.080	0.080	X
afs-72267	2621	66	)	)	PUNCT
afs-72267	2621	67	external	external	ADJ
afs-72267	2621	68	0.026	0.026	NUM
afs-72267	2621	69	0.842	0.842	NUM
afs-72267	2621	70	—	—	PUNCT
afs-72267	2621	71	o.olo	o.olo	VERB
afs-72267	2622	1	0.913	0.913	NUM
afs-72267	2622	2	0.012	0.012	NUM
afs-72267	2622	3	0.920	0.920	NUM
afs-72267	2622	4	0.042	0.042	NUM
afs-72267	2622	5	0.741	0.741	NUM
afs-72267	2622	6	inputs	input	NOUN
afs-72267	2622	7	(	(	PUNCT
afs-72267	2622	8	0.129	0.129	NUM
afs-72267	2622	9	)	)	PUNCT
afs-72267	2622	10	(	(	PUNCT
afs-72267	2622	11	0.095	0.095	NUM
afs-72267	2622	12	)	)	PUNCT
afs-72267	2622	13	(	(	PUNCT
afs-72267	2622	14	0.116	0.116	NUM
afs-72267	2622	15	)	)	PUNCT
afs-72267	2622	16	(	(	PUNCT
afs-72267	2622	17	0.125	0.125	NUM
afs-72267	2622	18	)	)	PUNCT
afs-72267	2622	19	total	total	VERB
afs-72267	2622	20	0.052	0.052	NUM
afs-72267	2622	21	0.368	0.368	NUM
afs-72267	2622	22	—	—	PUNCT
afs-72267	2622	23	0.066	0.066	NUM
afs-72267	2622	24	0.225	0.225	NUM
afs-72267	2622	25	0.138	0.138	NUM
afs-72267	2622	26	0.028	0.028	NUM
afs-72267	2622	27	0.150	0.150	NUM
afs-72267	2622	28	0.025	0.025	NUM
afs-72267	2622	29	research	research	NOUN
afs-72267	2622	30	(	(	PUNCT
afs-72267	2622	31	0.056b	0.056b	NOUN
afs-72267	2622	32	)	)	PUNCT
afs-72267	2622	33	(	(	PUNCT
afs-72267	2622	34	0.052	0.052	NUM
afs-72267	2622	35	)	)	PUNCT
afs-72267	2622	36	(	(	PUNCT
afs-72267	2622	37	0.057	0.057	NUM
afs-72267	2622	38	)	)	PUNCT
afs-72267	2622	39	(	(	PUNCT
afs-72267	2622	40	0.060	0.060	NUM
afs-72267	2622	41	)	)	PUNCT
afs-72267	2622	42	extension	extension	NOUN
afs-72267	2622	43	0.243	0.243	NUM
afs-72267	2622	44	0.002	0.002	NUM
afs-72267	2622	45	0.070	0.070	NUM
afs-72267	2622	46	0.475	0.475	NUM
afs-72267	2622	47	(	(	PUNCT
afs-72267	2622	48	0.066	0.066	NUM
afs-72267	2622	49	)	)	PUNCT
afs-72267	2622	50	(	(	PUNCT
afs-72267	2622	51	0.095	0.095	NUM
afs-72267	2622	52	)	)	PUNCT
afs-72267	2622	53	r	r	NOUN
afs-72267	2622	54	2	2	NUM
afs-72267	2622	55	0.978	0.978	NUM
afs-72267	2622	56	0.989	0.989	NUM
afs-72267	2622	57	0.925	0.925	NUM
afs-72267	2622	58	0.928	0.928	NUM
afs-72267	2622	59	stand.error	stand.error	NOUN
afs-72267	2622	60	of	of	ADP
afs-72267	2622	61	estimate	estimate	NOUN
afs-72267	2622	62	0.025	0.025	NUM
afs-72267	2622	63	0.018	0.018	NUM
afs-72267	2622	64	0.018	0.018	NUM
afs-72267	2622	65	0.019	0.019	NUM
afs-72267	2622	66	f	f	X
afs-72267	2622	67	-	-	PUNCT
afs-72267	2622	68	ratio	ratio	NOUN
afs-72267	2622	69	165.26	165.26	NUM
afs-72267	2622	70	*	*	PUNCT
afs-72267	2622	71	*	*	PUNCT
afs-72267	2622	72	*	*	PUNCT
afs-72267	2623	1	247.07	247.07	NUM
afs-72267	2623	2	*	*	PUNCT
afs-72267	2623	3	*	*	PUNCT
afs-72267	2623	4	*	*	PUNCT
afs-72267	2623	5	46.46	46.46	NUM
afs-72267	2623	6	*	*	PUNCT
afs-72267	2623	7	*	*	PUNCT
afs-72267	2623	8	*	*	PUNCT
afs-72267	2624	1	36.13	36.13	NUM
afs-72267	2624	2	*	*	PUNCT
afs-72267	2624	3	*	*	PUNCT
afs-72267	2624	4	*	*	PUNCT
afs-72267	2624	5	d	d	X
afs-72267	2624	6	-	-	PUNCT
afs-72267	2624	7	w	w	PROPN
afs-72267	2624	8	test	test	NOUN
afs-72267	2624	9	value	value	NOUN
afs-72267	2624	10	1.052	1.052	NUM
afs-72267	2624	11	1.373	1.373	NUM
afs-72267	2624	12	1.617	1.617	NUM
afs-72267	2624	13	1.784	1.784	NUM
afs-72267	2624	14	appendix	appendix	NOUN
afs-72267	2624	15	13	13	NUM
afs-72267	2624	16	.	.	PUNCT
afs-72267	2625	1	coefficients	coefficient	NOUN
afs-72267	2625	2	of	of	ADP
afs-72267	2625	3	regression	regression	NOUN
afs-72267	2625	4	for	for	ADP
afs-72267	2625	5	different	different	ADJ
afs-72267	2625	6	almon	almon	PROPN
afs-72267	2625	7	lags	lag	VERB
afs-72267	2625	8	with	with	ADP
afs-72267	2625	9	different	different	ADJ
afs-72267	2625	10	lengths	length	NOUN
afs-72267	2625	11	of	of	ADP
afs-72267	2625	12	lag	lag	NOUN
afs-72267	2625	13	and	and	CCONJ
afs-72267	2625	14	different	different	ADJ
afs-72267	2625	15	degrees	degree	NOUN
afs-72267	2625	16	of	of	ADP
afs-72267	2625	17	the	the	DET
afs-72267	2625	18	polynomial	polynomial	ADJ
afs-72267	2625	19	,	,	PUNCT
afs-72267	2625	20	a	a	PRON
afs-72267	2625	21	=	=	PUNCT
afs-72267	2625	22	aggregateted	aggregatete	VERB
afs-72267	2625	23	conventional	conventional	ADJ
afs-72267	2625	24	variables	variable	NOUN
afs-72267	2625	25	p	p	NOUN
afs-72267	2625	26	=	=	X
afs-72267	2625	27	per	per	ADP
afs-72267	2625	28	farm	farm	NOUN
afs-72267	2625	29	conventional	conventional	ADJ
afs-72267	2625	30	variables	variable	NOUN
afs-72267	2625	31	reg	reg	PROPN
afs-72267	2625	32	.	.	PUNCT
afs-72267	2626	1	length	length	NOUN
afs-72267	2626	2	degree	degree	NOUN
afs-72267	2626	3	no	no	INTJ
afs-72267	2626	4	.	.	PUNCT
afs-72267	2626	5	of	of	ADP
afs-72267	2626	6	lag	lag	NOUN
afs-72267	2626	7	x	x	NOUN
afs-72267	2626	8	,	,	PUNCT
afs-72267	2626	9	x,_|	x,_|	PROPN
afs-72267	2626	10	x	x	X
afs-72267	2626	11	,	,	PUNCT
afs-72267	2626	12	_	_	NOUN
afs-72267	2626	13	,	,	PUNCT
afs-72267	2626	14	x	x	X
afs-72267	2626	15	,	,	PUNCT
afs-72267	2626	16	_	_	NOUN
afs-72267	2626	17	,	,	PUNCT
afs-72267	2626	18	x,_4	x,_4	PROPN
afs-72267	2626	19	x	x	NOUN
afs-72267	2626	20	,	,	PUNCT
afs-72267	2626	21	_	_	PRON
afs-72267	2626	22	5	5	NUM
afs-72267	2626	23	x	x	NOUN
afs-72267	2626	24	,	,	PUNCT
afs-72267	2626	25	_	_	PRON
afs-72267	2626	26	6	6	NUM
afs-72267	2626	27	x	x	NOUN
afs-72267	2626	28	,	,	PUNCT
afs-72267	2626	29	_	_	NOUN
afs-72267	2626	30	7	7	NUM
afs-72267	2626	31	x	x	SYM
afs-72267	2626	32	t_8	t_8	PROPN
afs-72267	2626	33	x	x	PROPN
afs-72267	2626	34	,	,	PUNCT
afs-72267	2626	35	_	_	NOUN
afs-72267	2626	36	,	,	PUNCT
afs-72267	2626	37	x	x	X
afs-72267	2626	38	,	,	PUNCT
afs-72267	2626	39	_	_	PRON
afs-72267	2626	40	10	10	NUM
afs-72267	2626	41	x	x	NOUN
afs-72267	2626	42	,	,	PUNCT
afs-72267	2626	43	_	_	PUNCT
afs-72267	2627	1	n	n	NOUN
afs-72267	2627	2	x	x	SYM
afs-72267	2627	3	t	t	NOUN
afs-72267	2627	4	_	_	NOUN
afs-72267	2627	5	,	,	PUNCT
afs-72267	2627	6	2	2	NUM
afs-72267	2627	7	x	x	NOUN
afs-72267	2627	8	,	,	PUNCT
afs-72267	2627	9	_	_	NOUN
afs-72267	2627	10	,	,	PUNCT
afs-72267	2627	11	3	3	NUM
afs-72267	2627	12	(	(	PUNCT
afs-72267	2627	13	34	34	NUM
afs-72267	2627	14	)	)	PUNCT
afs-72267	2627	15	3	3	NUM
afs-72267	2627	16	2	2	NUM
afs-72267	2627	17	a	a	DET
afs-72267	2627	18	0.024	0.024	NUM
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afs-72267	2627	20	0.002	0.002	NUM
afs-72267	2627	21	0.017	0.017	NUM
afs-72267	2627	22	(	(	PUNCT
afs-72267	2627	23	0.041	0.041	NUM
afs-72267	2627	24	)	)	PUNCT
afs-72267	2627	25	(	(	PUNCT
afs-72267	2627	26	0.029	0.029	NUM
afs-72267	2627	27	)	)	PUNCT
afs-72267	2627	28	(	(	PUNCT
afs-72267	2627	29	0.029	0.029	NUM
afs-72267	2627	30	)	)	PUNCT
afs-72267	2627	31	(	(	PUNCT
afs-72267	2627	32	0.039	0.039	NUM
afs-72267	2627	33	)	)	PUNCT
afs-72267	2627	34	(	(	PUNCT
afs-72267	2627	35	35	35	NUM
afs-72267	2627	36	)	)	PUNCT
afs-72267	2627	37	3	3	NUM
afs-72267	2627	38	2p	2p	NUM
afs-72267	2627	39	—	—	PUNCT
afs-72267	2627	40	0.003	0.003	NUM
afs-72267	2627	41	0.011	0.011	NUM
afs-72267	2627	42	0.018	0.018	NUM
afs-72267	2627	43	0.018	0.018	NUM
afs-72267	2627	44	(	(	PUNCT
afs-72267	2627	45	0.047	0.047	NUM
afs-72267	2627	46	)	)	PUNCT
afs-72267	2627	47	(	(	PUNCT
afs-72267	2627	48	0.028	0.028	NUM
afs-72267	2627	49	)	)	PUNCT
afs-72267	2627	50	(	(	PUNCT
afs-72267	2627	51	0.025	0.025	NUM
afs-72267	2627	52	)	)	PUNCT
afs-72267	2627	53	(	(	PUNCT
afs-72267	2627	54	0.036	0.036	NUM
afs-72267	2627	55	)	)	PUNCT
afs-72267	2627	56	(	(	PUNCT
afs-72267	2627	57	36	36	NUM
afs-72267	2627	58	)	)	PUNCT
afs-72267	2627	59	3	3	NUM
afs-72267	2627	60	3	3	NUM
afs-72267	2627	61	a	a	DET
afs-72267	2627	62	0.030	0.030	NUM
afs-72267	2627	63	—	—	PUNCT
afs-72267	2627	64	0.009	0.009	NUM
afs-72267	2627	65	0.013	0.013	NUM
afs-72267	2627	66	0.012	0.012	NUM
afs-72267	2627	67	(	(	PUNCT
afs-72267	2627	68	0.045	0.045	NUM
afs-72267	2627	69	)	)	PUNCT
afs-72267	2627	70	(	(	PUNCT
afs-72267	2627	71	0.049	0.049	NUM
afs-72267	2627	72	)	)	PUNCT
afs-72267	2627	73	(	(	PUNCT
afs-72267	2627	74	0.046	0.046	NUM
afs-72267	2627	75	)	)	PUNCT
afs-72267	2627	76	(	(	PUNCT
afs-72267	2627	77	0.043	0.043	NUM
afs-72267	2627	78	)	)	PUNCT
afs-72267	2627	79	(	(	PUNCT
afs-72267	2627	80	37	37	NUM
afs-72267	2627	81	)	)	PUNCT
afs-72267	2627	82	3	3	NUM
afs-72267	2627	83	3	3	NUM
afs-72267	2627	84	p	p	NOUN
afs-72267	2627	85	0.001	0.001	NUM
afs-72267	2627	86	0.001	0.001	NUM
afs-72267	2627	87	0.026	0.026	NUM
afs-72267	2627	88	0.014	0.014	NUM
afs-72267	2627	89	(	(	PUNCT
afs-72267	2627	90	0.051	0.051	NUM
afs-72267	2627	91	)	)	PUNCT
afs-72267	2627	92	(	(	PUNCT
afs-72267	2627	93	0.049	0.049	NUM
afs-72267	2627	94	)	)	PUNCT
afs-72267	2627	95	(	(	PUNCT
afs-72267	2627	96	0.043	0.043	NUM
afs-72267	2627	97	)	)	PUNCT
afs-72267	2627	98	(	(	PUNCT
afs-72267	2627	99	0.040	0.040	NUM
afs-72267	2627	100	)	)	PUNCT
afs-72267	2627	101	(	(	PUNCT
afs-72267	2627	102	38	38	NUM
afs-72267	2627	103	)	)	PUNCT
afs-72267	2627	104	7	7	NUM
afs-72267	2627	105	2	2	NUM
afs-72267	2627	106	a	a	DET
afs-72267	2627	107	—	—	PUNCT
afs-72267	2627	108	0.024	0.024	NUM
afs-72267	2627	109	—	—	PUNCT
afs-72267	2627	110	0.026	0.026	NUM
afs-72267	2627	111	—	—	PUNCT
afs-72267	2627	112	0.028	0.028	NUM
afs-72267	2627	113	—	—	PUNCT
afs-72267	2627	114	0.030	0.030	NUM
afs-72267	2627	115	—	—	PUNCT
afs-72267	2627	116	0.034	0.034	NUM
afs-72267	2627	117	—	—	PUNCT
afs-72267	2627	118	0.037	0.037	NUM
afs-72267	2627	119	—	—	PUNCT
afs-72267	2627	120	0.041	0.041	NUM
afs-72267	2627	121	—	—	PUNCT
afs-72267	2627	122	0.046	0.046	NUM
afs-72267	2627	123	(	(	PUNCT
afs-72267	2627	124	0.035	0.035	NUM
afs-72267	2627	125	)	)	PUNCT
afs-72267	2627	126	(	(	PUNCT
afs-72267	2627	127	0.021	0.021	NUM
afs-72267	2627	128	)	)	PUNCT
afs-72267	2627	129	(	(	PUNCT
afs-72267	2627	130	0.018	0.018	NUM
afs-72267	2627	131	)	)	PUNCT
afs-72267	2627	132	(	(	PUNCT
afs-72267	2627	133	0.019	0.019	NUM
afs-72267	2627	134	)	)	PUNCT
afs-72267	2627	135	(	(	PUNCT
afs-72267	2627	136	0.018	0.018	NUM
afs-72267	2627	137	)	)	PUNCT
afs-72267	2627	138	(	(	PUNCT
afs-72267	2627	139	0.016	0.016	NUM
afs-72267	2627	140	)	)	PUNCT
afs-72267	2627	141	(	(	PUNCT
afs-72267	2627	142	0.016	0.016	NUM
afs-72267	2627	143	)	)	PUNCT
afs-72267	2627	144	(	(	PUNCT
afs-72267	2627	145	0.029	0.029	NUM
afs-72267	2627	146	)	)	PUNCT
afs-72267	2627	147	(	(	PUNCT
afs-72267	2627	148	39	39	NUM
afs-72267	2627	149	)	)	PUNCT
afs-72267	2627	150	7	7	NUM
afs-72267	2627	151	2	2	NUM
afs-72267	2627	152	p	p	NOUN
afs-72267	2627	153	—	—	PUNCT
afs-72267	2627	154	o.olo	o.olo	NUM
afs-72267	2627	155	—	—	PUNCT
afs-72267	2627	156	0.009	0.009	NUM
afs-72267	2627	157	—	—	PUNCT
afs-72267	2627	158	0.007	0.007	NUM
afs-72267	2627	159	—	—	PUNCT
afs-72267	2627	160	0.006	0.006	NUM
afs-72267	2627	161	—	—	PUNCT
afs-72267	2627	162	0.005	0.005	NUM
afs-72267	2627	163	—	—	PUNCT
afs-72267	2627	164	0.004	0.004	NUM
afs-72267	2627	165	—	—	PUNCT
afs-72267	2627	166	0.003	0.003	NUM
afs-72267	2627	167	—	—	PUNCT
afs-72267	2627	168	0.003	0.003	NUM
afs-72267	2627	169	(	(	PUNCT
afs-72267	2627	170	0.036	0.036	NUM
afs-72267	2627	171	)	)	PUNCT
afs-72267	2627	172	(	(	PUNCT
afs-72267	2627	173	0.019	0.019	NUM
afs-72267	2627	174	)	)	PUNCT
afs-72267	2627	175	(	(	PUNCT
afs-72267	2627	176	0.014	0.014	NUM
afs-72267	2627	177	)	)	PUNCT
afs-72267	2627	178	(	(	PUNCT
afs-72267	2627	179	0.016	0.016	NUM
afs-72267	2627	180	)	)	PUNCT
afs-72267	2627	181	(	(	PUNCT
afs-72267	2627	182	0.017	0.017	NUM
afs-72267	2627	183	)	)	PUNCT
afs-72267	2627	184	(	(	PUNCT
afs-72267	2627	185	0.013	0.013	NUM
afs-72267	2627	186	)	)	PUNCT
afs-72267	2627	187	(	(	PUNCT
afs-72267	2627	188	0.013	0.013	NUM
afs-72267	2627	189	)	)	PUNCT
afs-72267	2627	190	(	(	PUNCT
afs-72267	2627	191	0.026	0.026	NUM
afs-72267	2627	192	)	)	PUNCT
afs-72267	2627	193	(	(	PUNCT
afs-72267	2627	194	40	40	NUM
afs-72267	2627	195	)	)	PUNCT
afs-72267	2627	196	7	7	NUM
afs-72267	2627	197	3	3	NUM
afs-72267	2627	198	a	a	DET
afs-72267	2627	199	0.001	0.001	NUM
afs-72267	2627	200	—	—	PUNCT
afs-72267	2627	201	0.039	0.039	NUM
afs-72267	2627	202	—	—	PUNCT
afs-72267	2627	203	0.048	0.048	NUM
afs-72267	2627	204	—	—	PUNCT
afs-72267	2627	205	0.039	0.039	NUM
afs-72267	2627	206	—	—	PUNCT
afs-72267	2627	207	0.025	0.025	NUM
afs-72267	2627	208	—	—	PUNCT
afs-72267	2627	209	0.017	0.017	NUM
afs-72267	2627	210	—	—	PUNCT
afs-72267	2627	211	0.028	0.028	NUM
afs-72267	2627	212	—	—	PUNCT
afs-72267	2627	213	0.071	0.071	NUM
afs-72267	2627	214	(	(	PUNCT
afs-72267	2627	215	0.045	0.045	NUM
afs-72267	2627	216	)	)	PUNCT
afs-72267	2627	217	(	(	PUNCT
afs-72267	2627	218	0.026	0.026	NUM
afs-72267	2627	219	)	)	PUNCT
afs-72267	2627	220	(	(	PUNCT
afs-72267	2627	221	0.029	0.029	NUM
afs-72267	2627	222	)	)	PUNCT
afs-72267	2627	223	(	(	PUNCT
afs-72267	2627	224	0.021	0.021	NUM
afs-72267	2627	225	)	)	PUNCT
afs-72267	2627	226	(	(	PUNCT
afs-72267	2627	227	0.021	0.021	NUM
afs-72267	2627	228	)	)	PUNCT
afs-72267	2627	229	(	(	PUNCT
afs-72267	2627	230	0.028	0.028	NUM
afs-72267	2627	231	)	)	PUNCT
afs-72267	2627	232	(	(	PUNCT
afs-72267	2627	233	0.022	0.022	NUM
afs-72267	2627	234	)	)	PUNCT
afs-72267	2627	235	(	(	PUNCT
afs-72267	2627	236	0.040	0.040	NUM
afs-72267	2627	237	)	)	PUNCT
afs-72267	2627	238	(	(	PUNCT
afs-72267	2627	239	41	41	NUM
afs-72267	2627	240	)	)	PUNCT
afs-72267	2627	241	7	7	NUM
afs-72267	2627	242	3	3	NUM
afs-72267	2627	243	p	p	NOUN
afs-72267	2627	244	—	—	PUNCT
afs-72267	2627	245	0.003	0.003	NUM
afs-72267	2627	246	—	—	PUNCT
afs-72267	2627	247	0.012	0.012	NUM
afs-72267	2627	248	—	—	PUNCT
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afs-72267	2627	250	—	—	PUNCT
afs-72267	2627	251	o.oob	o.oob	PROPN
afs-72267	2627	252	—	—	PUNCT
afs-72267	2627	253	0.003	0.003	NUM
afs-72267	2627	254	—	—	PUNCT
afs-72267	2627	255	o.ool	o.ool	NOUN
afs-72267	2627	256	0.000	0.000	NUM
afs-72267	2627	257	—	—	PUNCT
afs-72267	2627	258	o.olo	o.olo	VERB
afs-72267	2627	259	(	(	PUNCT
afs-72267	2627	260	0.051	0.051	NUM
afs-72267	2627	261	)	)	PUNCT
afs-72267	2627	262	(	(	PUNCT
afs-72267	2627	263	0.023	0.023	NUM
afs-72267	2627	264	)	)	PUNCT
afs-72267	2627	265	(	(	PUNCT
afs-72267	2627	266	0.027	0.027	NUM
afs-72267	2627	267	)	)	PUNCT
afs-72267	2627	268	(	(	PUNCT
afs-72267	2627	269	0.020	0.020	NUM
afs-72267	2627	270	)	)	PUNCT
afs-72267	2627	271	(	(	PUNCT
afs-72267	2627	272	0.020	0.020	NUM
afs-72267	2627	273	)	)	PUNCT
afs-72267	2627	274	(	(	PUNCT
afs-72267	2627	275	0.028	0.028	NUM
afs-72267	2627	276	)	)	PUNCT
afs-72267	2627	277	(	(	PUNCT
afs-72267	2627	278	0.020	0.020	NUM
afs-72267	2627	279	)	)	PUNCT
afs-72267	2627	280	(	(	PUNCT
afs-72267	2627	281	0.040	0.040	NUM
afs-72267	2627	282	)	)	PUNCT
afs-72267	2627	283	(	(	PUNCT
afs-72267	2627	284	42	42	NUM
afs-72267	2627	285	)	)	PUNCT
afs-72267	2627	286	13	13	NUM
afs-72267	2627	287	2	2	NUM
afs-72267	2627	288	a	a	DET
afs-72267	2627	289	0.010	0.010	NUM
afs-72267	2627	290	0.001	0.001	NUM
afs-72267	2627	291	—	—	PUNCT
afs-72267	2627	292	0.006	0.006	NUM
afs-72267	2627	293	—	—	PUNCT
afs-72267	2627	294	0.012	0.012	NUM
afs-72267	2627	295	—	—	PUNCT
afs-72267	2627	296	0.016	0.016	NUM
afs-72267	2627	297	—	—	PUNCT
afs-72267	2627	298	o.olb	o.olb	NUM
afs-72267	2627	299	—	—	PUNCT
afs-72267	2627	300	o.olb	o.olb	PUNCT
afs-72267	2627	301	—	—	PUNCT
afs-72267	2627	302	0.017	0.017	NUM
afs-72267	2627	303	—	—	PUNCT
afs-72267	2627	304	0.013	0.013	NUM
afs-72267	2627	305	—	—	PUNCT
afs-72267	2627	306	o.oob	o.oob	PROPN
afs-72267	2627	307	—	—	PUNCT
afs-72267	2627	308	o.ool	o.ool	NOUN
afs-72267	2627	309	0.008	0.008	NUM
afs-72267	2627	310	0.018	0.018	NUM
afs-72267	2627	311	0.031	0.031	NUM
afs-72267	2627	312	(	(	PUNCT
afs-72267	2627	313	0.029	0.029	NUM
afs-72267	2627	314	)	)	PUNCT
afs-72267	2627	315	(	(	PUNCT
afs-72267	2627	316	0.025	0.025	NUM
afs-72267	2627	317	)	)	PUNCT
afs-72267	2627	318	(	(	PUNCT
afs-72267	2627	319	0.021	0.021	NUM
afs-72267	2627	320	)	)	PUNCT
afs-72267	2627	321	(	(	PUNCT
afs-72267	2627	322	0.018	0.018	NUM
afs-72267	2627	323	)	)	PUNCT
afs-72267	2627	324	(	(	PUNCT
afs-72267	2627	325	0.016	0.016	NUM
afs-72267	2627	326	)	)	PUNCT
afs-72267	2627	327	(	(	PUNCT
afs-72267	2627	328	0.014	0.014	NUM
afs-72267	2627	329	)	)	PUNCT
afs-72267	2627	330	(	(	PUNCT
afs-72267	2627	331	0.013	0.013	NUM
afs-72267	2627	332	)	)	PUNCT
afs-72267	2627	333	(	(	PUNCT
afs-72267	2627	334	0.011	0.011	NUM
afs-72267	2627	335	)	)	PUNCT
afs-72267	2627	336	(	(	PUNCT
afs-72267	2627	337	0.009	0.009	NUM
afs-72267	2627	338	)	)	PUNCT
afs-72267	2627	339	(	(	PUNCT
afs-72267	2627	340	0.008	0.008	NUM
afs-72267	2627	341	)	)	PUNCT
afs-72267	2627	342	(	(	PUNCT
afs-72267	2627	343	0.007	0.007	NUM
afs-72267	2627	344	)	)	PUNCT
afs-72267	2627	345	(	(	PUNCT
afs-72267	2627	346	0.008	0.008	NUM
afs-72267	2627	347	)	)	PUNCT
afs-72267	2627	348	(	(	PUNCT
afs-72267	2627	349	0.010	0.010	NUM
afs-72267	2627	350	)	)	PUNCT
afs-72267	2627	351	(	(	PUNCT
afs-72267	2627	352	0.014	0.014	NUM
afs-72267	2627	353	)	)	PUNCT
afs-72267	2627	354	(	(	PUNCT
afs-72267	2627	355	43	43	NUM
afs-72267	2627	356	)	)	PUNCT
afs-72267	2627	357	13	13	NUM
afs-72267	2627	358	2	2	NUM
afs-72267	2627	359	p	p	NOUN
afs-72267	2627	360	0.003	0.003	NUM
afs-72267	2627	361	—	—	PUNCT
afs-72267	2627	362	0.004	0.004	NUM
afs-72267	2627	363	—	—	PUNCT
afs-72267	2627	364	o.olo	o.olo	VERB
afs-72267	2627	365	—	—	PUNCT
afs-72267	2627	366	0.015	0.015	NUM
afs-72267	2627	367	—	—	PUNCT
afs-72267	2627	368	o.olb	o.olb	X
afs-72267	2627	369	—	—	PUNCT
afs-72267	2627	370	0.019	0.019	NUM
afs-72267	2627	371	—	—	PUNCT
afs-72267	2627	372	o.olb	o.olb	NUM
afs-72267	2627	373	—	—	PUNCT
afs-72267	2627	374	0.016	0.016	NUM
afs-72267	2627	375	—	—	PUNCT
afs-72267	2627	376	0.013	0.013	NUM
afs-72267	2627	377	—	—	PUNCT
afs-72267	2627	378	o.oob	o.oob	PROPN
afs-72267	2627	379	—	—	PUNCT
afs-72267	2627	380	o.ool	o.ool	NOUN
afs-72267	2627	381	0.008	0.008	NUM
afs-72267	2627	382	0.018	0.018	NUM
afs-72267	2627	383	0.029	0.029	NUM
afs-72267	2627	384	(	(	PUNCT
afs-72267	2627	385	0.022	0.022	NUM
afs-72267	2627	386	)	)	PUNCT
afs-72267	2627	387	(	(	PUNCT
afs-72267	2627	388	0.016	0.016	NUM
afs-72267	2627	389	)	)	PUNCT
afs-72267	2627	390	(	(	PUNCT
afs-72267	2627	391	0.012	0.012	NUM
afs-72267	2627	392	)	)	PUNCT
afs-72267	2627	393	(	(	PUNCT
afs-72267	2627	394	0.009	0.009	NUM
afs-72267	2627	395	)	)	PUNCT
afs-72267	2627	396	(	(	PUNCT
afs-72267	2627	397	0.008	0.008	NUM
afs-72267	2627	398	)	)	PUNCT
afs-72267	2627	399	(	(	PUNCT
afs-72267	2627	400	0.009	0.009	NUM
afs-72267	2627	401	)	)	PUNCT
afs-72267	2627	402	(	(	PUNCT
afs-72267	2627	403	0.009	0.009	NUM
afs-72267	2627	404	)	)	PUNCT
afs-72267	2627	405	(	(	PUNCT
afs-72267	2627	406	0.009	0.009	NUM
afs-72267	2627	407	)	)	PUNCT
afs-72267	2627	408	(	(	PUNCT
afs-72267	2627	409	0.009	0.009	NUM
afs-72267	2627	410	)	)	PUNCT
afs-72267	2627	411	(	(	PUNCT
afs-72267	2627	412	0.008	0.008	NUM
afs-72267	2627	413	)	)	PUNCT
afs-72267	2627	414	(	(	PUNCT
afs-72267	2627	415	0.007	0.007	NUM
afs-72267	2627	416	)	)	PUNCT
afs-72267	2627	417	(	(	PUNCT
afs-72267	2627	418	0.008	0.008	NUM
afs-72267	2627	419	)	)	PUNCT
afs-72267	2627	420	(	(	PUNCT
afs-72267	2627	421	0.010	0.010	NUM
afs-72267	2627	422	)	)	PUNCT
afs-72267	2627	423	(	(	PUNCT
afs-72267	2627	424	0.014	0.014	NUM
afs-72267	2627	425	)	)	PUNCT
afs-72267	2627	426	(	(	PUNCT
afs-72267	2627	427	44	44	NUM
afs-72267	2627	428	)	)	PUNCT
afs-72267	2627	429	13	13	NUM
afs-72267	2627	430	3	3	NUM
afs-72267	2627	431	a	a	DET
afs-72267	2627	432	—	—	PUNCT
afs-72267	2627	433	0.027	0.027	NUM
afs-72267	2627	434	—	—	PUNCT
afs-72267	2627	435	0.004	0.004	NUM
afs-72267	2627	436	0.007	0.007	NUM
afs-72267	2627	437	0.010	0.010	NUM
afs-72267	2627	438	0.006	0.006	NUM
afs-72267	2627	439	—	—	PUNCT
afs-72267	2627	440	0.002	0.002	NUM
afs-72267	2627	441	—	—	PUNCT
afs-72267	2627	442	o.oll	o.oll	NUM
afs-72267	2627	443	—	—	PUNCT
afs-72267	2627	444	0.019	0.019	NUM
afs-72267	2627	445	—	—	PUNCT
afs-72267	2627	446	0.024	0.024	NUM
afs-72267	2627	447	—	—	PUNCT
afs-72267	2627	448	0.024	0.024	NUM
afs-72267	2627	449	—	—	PUNCT
afs-72267	2627	450	0.015	0.015	NUM
afs-72267	2627	451	0.004	0.004	NUM
afs-72267	2627	452	0.036	0.036	NUM
afs-72267	2627	453	0.082	0.082	NUM
afs-72267	2627	454	(	(	PUNCT
afs-72267	2627	455	0.036	0.036	NUM
afs-72267	2627	456	)	)	PUNCT
afs-72267	2627	457	(	(	PUNCT
afs-72267	2627	458	0.024	0.024	NUM
afs-72267	2627	459	)	)	PUNCT
afs-72267	2627	460	(	(	PUNCT
afs-72267	2627	461	0.022	0.022	NUM
afs-72267	2627	462	)	)	PUNCT
afs-72267	2627	463	(	(	PUNCT
afs-72267	2627	464	0.022	0.022	NUM
afs-72267	2627	465	)	)	PUNCT
afs-72267	2627	466	(	(	PUNCT
afs-72267	2627	467	0.020	0.020	NUM
afs-72267	2627	468	)	)	PUNCT
afs-72267	2627	469	(	(	PUNCT
afs-72267	2627	470	0.017	0.017	NUM
afs-72267	2627	471	)	)	PUNCT
afs-72267	2627	472	(	(	PUNCT
afs-72267	2627	473	0.013	0.013	NUM
afs-72267	2627	474	)	)	PUNCT
afs-72267	2627	475	(	(	PUNCT
afs-72267	2627	476	0.011	0.011	NUM
afs-72267	2627	477	)	)	PUNCT
afs-72267	2627	478	(	(	PUNCT
afs-72267	2627	479	0.011	0.011	NUM
afs-72267	2627	480	)	)	PUNCT
afs-72267	2627	481	(	(	PUNCT
afs-72267	2627	482	0.012	0.012	NUM
afs-72267	2627	483	)	)	PUNCT
afs-72267	2627	484	(	(	PUNCT
afs-72267	2627	485	0.011	0.011	NUM
afs-72267	2627	486	)	)	PUNCT
afs-72267	2627	487	(	(	PUNCT
afs-72267	2627	488	0.008	0.008	NUM
afs-72267	2627	489	)	)	PUNCT
afs-72267	2627	490	(	(	PUNCT
afs-72267	2627	491	0.015	0.015	NUM
afs-72267	2627	492	)	)	PUNCT
afs-72267	2627	493	(	(	PUNCT
afs-72267	2627	494	0.035	0.035	NUM
afs-72267	2627	495	)	)	PUNCT
afs-72267	2627	496	(	(	PUNCT
afs-72267	2627	497	45	45	NUM
afs-72267	2627	498	)	)	PUNCT
afs-72267	2627	499	13	13	NUM
afs-72267	2627	500	3	3	NUM
afs-72267	2627	501	p	p	NOUN
afs-72267	2627	502	—	—	PUNCT
afs-72267	2627	503	0.047	0.047	NUM
afs-72267	2627	504	—	—	PUNCT
afs-72267	2627	505	0.017	0.017	NUM
afs-72267	2627	506	—	—	PUNCT
afs-72267	2627	507	o.ooo	o.ooo	PROPN
afs-72267	2627	508	0.006	0.006	NUM
afs-72267	2627	509	0.005	0.005	NUM
afs-72267	2627	510	—	—	PUNCT
afs-72267	2627	511	o.ool	o.ool	INTJ
afs-72267	2627	512	—	—	PUNCT
afs-72267	2627	513	o.olo	o.olo	NUM
afs-72267	2627	514	—	—	PUNCT
afs-72267	2627	515	0.019	0.019	NUM
afs-72267	2627	516	—	—	PUNCT
afs-72267	2627	517	0.024	0.024	NUM
afs-72267	2627	518	—	—	PUNCT
afs-72267	2627	519	0.024	0.024	NUM
afs-72267	2627	520	—	—	PUNCT
afs-72267	2627	521	0.015	0.015	NUM
afs-72267	2627	522	0.004	0.004	NUM
afs-72267	2627	523	0.037	0.037	NUM
afs-72267	2627	524	0.087	0.087	NUM
afs-72267	2627	525	(	(	PUNCT
afs-72267	2627	526	0.034	0.034	NUM
afs-72267	2627	527	)	)	PUNCT
afs-72267	2627	528	(	(	PUNCT
afs-72267	2627	529	0.016	0.016	NUM
afs-72267	2627	530	)	)	PUNCT
afs-72267	2627	531	(	(	PUNCT
afs-72267	2627	532	0.012	0.012	NUM
afs-72267	2627	533	)	)	PUNCT
afs-72267	2627	534	(	(	PUNCT
afs-72267	2627	535	0.014	0.014	NUM
afs-72267	2627	536	)	)	PUNCT
afs-72267	2627	537	(	(	PUNCT
afs-72267	2627	538	0.014	0.014	NUM
afs-72267	2627	539	)	)	PUNCT
afs-72267	2627	540	(	(	PUNCT
afs-72267	2627	541	0.012	0.012	NUM
afs-72267	2627	542	)	)	PUNCT
afs-72267	2627	543	(	(	PUNCT
afs-72267	2627	544	0.010	0.010	NUM
afs-72267	2627	545	)	)	PUNCT
afs-72267	2627	546	(	(	PUNCT
afs-72267	2627	547	0.009	0.009	NUM
afs-72267	2627	548	)	)	PUNCT
afs-72267	2627	549	(	(	PUNCT
afs-72267	2627	550	0.010	0.010	NUM
afs-72267	2627	551	)	)	PUNCT
afs-72267	2627	552	(	(	PUNCT
afs-72267	2627	553	0.012	0.012	NUM
afs-72267	2627	554	)	)	PUNCT
afs-72267	2627	555	(	(	PUNCT
afs-72267	2627	556	0.010	0.010	NUM
afs-72267	2627	557	)	)	PUNCT
afs-72267	2627	558	(	(	PUNCT
afs-72267	2627	559	0.007	0.007	NUM
afs-72267	2627	560	)	)	PUNCT
afs-72267	2627	561	(	(	PUNCT
afs-72267	2627	562	0.014	0.014	NUM
afs-72267	2627	563	)	)	PUNCT
afs-72267	2627	564	(	(	PUNCT
afs-72267	2627	565	0.034	0.034	NUM
afs-72267	2627	566	)	)	PUNCT
afs-72267	2627	567	349	349	NUM
afs-72267	2627	568	appendix	appendix	NOUN
afs-72267	2627	569	14	14	NUM
afs-72267	2627	570	.	.	PUNCT
afs-72267	2628	1	derivation	derivation	NOUN
afs-72267	2628	2	of	of	ADP
afs-72267	2628	3	the	the	DET
afs-72267	2628	4	public	public	ADJ
afs-72267	2628	5	research	research	NOUN
afs-72267	2628	6	capital	capital	NOUN
afs-72267	2628	7	in	in	ADP
afs-72267	2628	8	prices	price	NOUN
afs-72267	2628	9	of	of	ADP
afs-72267	2628	10	1984	1984	NUM
afs-72267	2628	11	.	.	PUNCT
afs-72267	2629	1	grants	grant	NOUN
afs-72267	2629	2	derived	derive	VERB
afs-72267	2629	3	1950—84	1950—84	NUM
afs-72267	2629	4	grants	grant	NOUN
afs-72267	2629	5	undepreciated	undepreciate	VERB
afs-72267	2629	6	research	research	NOUN
afs-72267	2629	7	capital	capital	NOUN
afs-72267	2629	8	depreciated	depreciate	VERB
afs-72267	2629	9	research	research	NOUN
afs-72267	2629	10	capital	capital	NOUN
afs-72267	2629	11	dep.rate	dep.rate	NOUN
afs-72267	2630	1	=	=	SYM
afs-72267	2630	2	50	50	NUM
afs-72267	2630	3	%	%	NOUN
afs-72267	2630	4	dep.rate	dep.rate	NOUN
afs-72267	2630	5	=	=	SYM
afs-72267	2630	6	100	100	NUM
afs-72267	2630	7	%	%	NOUN
afs-72267	2630	8	1920—50	1920—50	NUM
afs-72267	2630	9	fim	fim	PROPN
afs-72267	2630	10	1000	1000	NUM
afs-72267	2630	11	index	index	NOUN
afs-72267	2630	12	fim	fim	NOUN
afs-72267	2630	13	1000	1000	NUM
afs-72267	2630	14	index	index	NOUN
afs-72267	2630	15	fim	fim	NOUN
afs-72267	2630	16	1000	1000	NUM
afs-72267	2630	17	index	index	NOUN
afs-72267	2630	18	1920	1920	NUM
afs-72267	2630	19	2,930	2,930	NUM
afs-72267	2630	20	2,930	2,930	NUM
afs-72267	2630	21	1921	1921	NUM
afs-72267	2630	22	3,826	3,826	NUM
afs-72267	2630	23	6,757	6,757	NUM
afs-72267	2630	24	1922	1922	NUM
afs-72267	2630	25	4,722	4,722	NUM
afs-72267	2630	26	11,479	11,479	NUM
afs-72267	2630	27	1923	1923	NUM
afs-72267	2630	28	5,618	5,618	NUM
afs-72267	2630	29	17,097	17,097	NUM
afs-72267	2630	30	1924	1924	NUM
afs-72267	2630	31	6,514	6,514	NUM
afs-72267	2630	32	23,611	23,611	NUM
afs-72267	2630	33	1925	1925	NUM
afs-72267	2630	34	7,410	7,410	NUM
afs-72267	2630	35	31,021	31,021	NUM
afs-72267	2630	36	1926	1926	NUM
afs-72267	2630	37	8,306	8,306	NUM
afs-72267	2630	38	39,326	39,326	NUM
afs-72267	2630	39	1927	1927	NUM
afs-72267	2630	40	9,201	9,201	NUM
afs-72267	2630	41	48,528	48,528	NUM
afs-72267	2630	42	1928	1928	NUM
afs-72267	2630	43	10,097	10,097	NUM
afs-72267	2630	44	58,625	58,625	NUM
afs-72267	2630	45	1929	1929	NUM
afs-72267	2630	46	10,993	10,993	NUM
afs-72267	2630	47	69,618	69,618	NUM
afs-72267	2630	48	1930	1930	NUM
afs-72267	2630	49	11,889	11,889	NUM
afs-72267	2630	50	81,507	81,507	NUM
afs-72267	2630	51	1931	1931	NUM
afs-72267	2630	52	12,785	12,785	NUM
afs-72267	2630	53	94,292	94,292	NUM
afs-72267	2630	54	1932	1932	NUM
afs-72267	2630	55	13,681	13,681	NUM
afs-72267	2630	56	107,973	107,973	NUM
afs-72267	2630	57	1933	1933	NUM
afs-72267	2630	58	14,577	14,577	NUM
afs-72267	2630	59	122,550	122,550	NUM
afs-72267	2630	60	1934	1934	NUM
afs-72267	2630	61	15,473	15,473	NUM
afs-72267	2630	62	138,022	138,022	NUM
afs-72267	2630	63	1935	1935	NUM
afs-72267	2630	64	16,368	16,368	NUM
afs-72267	2630	65	154,391	154,391	NUM
afs-72267	2630	66	1936	1936	NUM
afs-72267	2630	67	17,264	17,264	NUM
afs-72267	2630	68	171,655	171,655	NUM
afs-72267	2630	69	1937	1937	NUM
afs-72267	2630	70	18,160	18,160	NUM
afs-72267	2630	71	189,815	189,815	NUM
afs-72267	2630	72	1938	1938	NUM
afs-72267	2630	73	19,056	19,056	NUM
afs-72267	2630	74	208,871	208,871	NUM
afs-72267	2630	75	1939	1939	NUM
afs-72267	2630	76	19,952	19,952	NUM
afs-72267	2630	77	228,823	228,823	NUM
afs-72267	2630	78	1945	1945	NUM
afs-72267	2630	79	20,848	20,848	NUM
afs-72267	2630	80	249,670	249,670	NUM
afs-72267	2630	81	248,205	248,205	NUM
afs-72267	2630	82	246,740	246,740	NUM
afs-72267	2630	83	1946	1946	NUM
afs-72267	2630	84	21,744	21,744	NUM
afs-72267	2630	85	271,414	271,414	NUM
afs-72267	2630	86	268,036	268,036	NUM
afs-72267	2630	87	264,657	264,657	NUM
afs-72267	2630	88	1947	1947	NUM
afs-72267	2630	89	22,639	22,639	NUM
afs-72267	2630	90	294,053	294,053	NUM
afs-72267	2630	91	288,314	288,314	NUM
afs-72267	2630	92	282,574	282,574	NUM
afs-72267	2630	93	1948	1948	NUM
afs-72267	2630	94	23,535	23,535	NUM
afs-72267	2630	95	317,589	317,589	NUM
afs-72267	2630	96	309,040	309,040	NUM
afs-72267	2630	97	300,492	300,492	NUM
afs-72267	2630	98	1949	1949	NUM
afs-72267	2630	99	24,431	24,431	NUM
afs-72267	2630	100	342,020	342,020	NUM
afs-72267	2630	101	330,214	330,214	NUM
afs-72267	2630	102	318,409	318,409	NUM
afs-72267	2630	103	1950	1950	NUM
afs-72267	2630	104	25,327	25,327	NUM
afs-72267	2630	105	25,327	25,327	NUM
afs-72267	2630	106	367,347	367,347	NUM
afs-72267	2630	107	100	100	NUM
afs-72267	2630	108	351,836	351,836	NUM
afs-72267	2630	109	100	100	NUM
afs-72267	2630	110	336,326	336,326	NUM
afs-72267	2630	111	100	100	NUM
afs-72267	2630	112	1951	1951	NUM
afs-72267	2630	113	34,698	34,698	NUM
afs-72267	2630	114	402,045	402,045	NUM
afs-72267	2630	115	109	109	NUM
afs-72267	2630	116	382,382	382,382	NUM
afs-72267	2630	117	109	109	NUM
afs-72267	2630	118	362,719	362,719	NUM
afs-72267	2630	119	108	108	NUM
afs-72267	2630	120	1952	1952	NUM
afs-72267	2630	121	32,165	32,165	NUM
afs-72267	2630	122	434,210	434,210	NUM
afs-72267	2630	123	118	118	NUM
afs-72267	2630	124	409,946	409,946	NUM
afs-72267	2630	125	117	117	NUM
afs-72267	2630	126	385,682	385,682	NUM
afs-72267	2630	127	115	115	NUM
afs-72267	2630	128	1953	1953	NUM
afs-72267	2630	129	30,139	30,139	NUM
afs-72267	2630	130	464,349	464,349	NUM
afs-72267	2630	131	126	126	NUM
afs-72267	2630	132	435,036	435,036	NUM
afs-72267	2630	133	124	124	NUM
afs-72267	2630	134	405,724	405,724	NUM
afs-72267	2630	135	121	121	NUM
afs-72267	2630	136	1954	1954	NUM
afs-72267	2630	137	29,886	29,886	NUM
afs-72267	2630	138	494,235	494,235	NUM
afs-72267	2630	139	135	135	NUM
afs-72267	2630	140	459,426	459,426	NUM
afs-72267	2630	141	131	131	NUM
afs-72267	2630	142	424,617	424,617	NUM
afs-72267	2630	143	126	126	NUM
afs-72267	2630	144	1955	1955	NUM
afs-72267	2630	145	35,964	35,964	NUM
afs-72267	2630	146	530,199	530,199	NUM
afs-72267	2630	147	144	144	NUM
afs-72267	2630	148	489,445	489,445	NUM
afs-72267	2630	149	139	139	NUM
afs-72267	2630	150	448,691	448,691	NUM
afs-72267	2630	151	133	133	NUM
afs-72267	2630	152	1956	1956	NUM
afs-72267	2630	153	41,030	41,030	NUM
afs-72267	2630	154	571,229	571,229	NUM
afs-72267	2630	155	156	156	NUM
afs-72267	2630	156	524,083	524,083	NUM
afs-72267	2630	157	149	149	NUM
afs-72267	2630	158	476,937	476,937	NUM
afs-72267	2630	159	142	142	NUM
afs-72267	2630	160	1957	1957	NUM
afs-72267	2630	161	39,004	39,004	NUM
afs-72267	2630	162	610,233	610,233	NUM
afs-72267	2630	163	166	166	NUM
afs-72267	2630	164	556,246	556,246	NUM
afs-72267	2630	165	158	158	NUM
afs-72267	2630	166	502,260	502,260	NUM
afs-72267	2630	167	149	149	NUM
afs-72267	2630	168	1958	1958	NUM
afs-72267	2630	169	58,252	58,252	NUM
afs-72267	2630	170	668,485	668,485	NUM
afs-72267	2630	171	182	182	NUM
afs-72267	2630	172	607,210	607,210	NUM
afs-72267	2630	173	173	173	NUM
afs-72267	2630	174	545,935	545,935	NUM
afs-72267	2630	175	162	162	NUM
afs-72267	2630	176	1959	1959	NUM
afs-72267	2630	177	57,239	57,239	NUM
afs-72267	2630	178	725,724	725,724	NUM
afs-72267	2630	179	198	198	NUM
afs-72267	2630	180	656,713	656,713	NUM
afs-72267	2630	181	187	187	NUM
afs-72267	2630	182	587,702	587,702	NUM
afs-72267	2630	183	175	175	NUM
afs-72267	2630	184	1960	1960	NUM
afs-72267	2630	185	53,947	53,947	NUM
afs-72267	2630	186	779,671	779,671	NUM
afs-72267	2630	187	212	212	NUM
afs-72267	2630	188	702,475	702,475	NUM
afs-72267	2630	189	200	200	NUM
afs-72267	2630	190	625,280	625,280	NUM
afs-72267	2630	191	186	186	NUM
afs-72267	2630	192	1961	1961	NUM
afs-72267	2630	193	56,226	56,226	NUM
afs-72267	2630	194	835,897	835,897	NUM
afs-72267	2630	195	228	228	NUM
afs-72267	2630	196	750,069	750,069	NUM
afs-72267	2630	197	213	213	NUM
afs-72267	2630	198	664,242	664,242	NUM
afs-72267	2630	199	197	197	NUM
afs-72267	2630	200	1962	1962	NUM
afs-72267	2630	201	74,715	74,715	NUM
afs-72267	2630	202	910,612	910,612	NUM
afs-72267	2630	203	248	248	NUM
afs-72267	2630	204	815,704	815,704	NUM
afs-72267	2630	205	232	232	NUM
afs-72267	2630	206	720,797	720,797	NUM
afs-72267	2630	207	214	214	NUM
afs-72267	2630	208	1963	1963	NUM
afs-72267	2630	209	76,741	76,741	NUM
afs-72267	2630	210	987,353	987,353	NUM
afs-72267	2630	211	269	269	NUM
afs-72267	2630	212	882,917	882,917	NUM
afs-72267	2630	213	251	251	NUM
afs-72267	2630	214	778,482	778,482	NUM
afs-72267	2630	215	231	231	NUM
afs-72267	2630	216	1964	1964	NUM
afs-72267	2630	217	74,968	74,968	NUM
afs-72267	2630	218	1,062,321	1,062,321	NUM
afs-72267	2630	219	289	289	NUM
afs-72267	2630	220	947,909	947,909	NUM
afs-72267	2630	221	269	269	NUM
afs-72267	2630	222	833,498	833,498	NUM
afs-72267	2630	223	248	248	NUM
afs-72267	2630	224	1965	1965	NUM
afs-72267	2630	225	90,164	90,164	NUM
afs-72267	2630	226	1,152,485	1,152,485	NUM
afs-72267	2630	227	314	314	NUM
afs-72267	2630	228	1,027,650	1,027,650	NUM
afs-72267	2630	229	292	292	NUM
afs-72267	2630	230	902,814	902,814	NUM
afs-72267	2630	231	268	268	NUM
afs-72267	2630	232	1966	1966	NUM
afs-72267	2630	233	92,697	92,697	NUM
afs-72267	2630	234	1,245,182	1,245,182	NUM
afs-72267	2630	235	339	339	NUM
afs-72267	2630	236	1,109,475	1,109,475	NUM
afs-72267	2630	237	315	315	NUM
afs-72267	2630	238	973,768	973,768	NUM
afs-72267	2630	239	290	290	NUM
afs-72267	2630	240	1967	1967	NUM
afs-72267	2630	241	92,444	92,444	NUM
afs-72267	2630	242	1,337,626	1,337,626	NUM
afs-72267	2630	243	364	364	NUM
afs-72267	2630	244	1,190,599	1,190,599	NUM
afs-72267	2630	245	338	338	NUM
afs-72267	2630	246	1,043,572	1,043,572	NUM
afs-72267	2630	247	310	310	NUM
afs-72267	2630	248	1968	1968	NUM
afs-72267	2630	249	100,801	100,801	NUM
afs-72267	2630	250	1,438,427	1,438,427	NUM
afs-72267	2630	251	392	392	NUM
afs-72267	2630	252	1,279,632	1,279,632	NUM
afs-72267	2630	253	364	364	NUM
afs-72267	2630	254	1,120,838	1,120,838	NUM
afs-72267	2630	255	333	333	NUM
afs-72267	2630	256	1969	1969	NUM
afs-72267	2630	257	94,470	94,470	NUM
afs-72267	2630	258	1,532,897	1,532,897	NUM
afs-72267	2630	259	417	417	NUM
afs-72267	2630	260	1,361,887	1,361,887	NUM
afs-72267	2630	261	387	387	NUM
afs-72267	2630	262	1,190,877	1,190,877	NUM
afs-72267	2630	263	354	354	NUM
afs-72267	2630	264	1970	1970	NUM
afs-72267	2630	265	87,632	87,632	NUM
afs-72267	2630	266	1,620,529	1,620,529	NUM
afs-72267	2630	267	441	441	NUM
afs-72267	2630	268	1,436,855	1,436,855	NUM
afs-72267	2630	269	408	408	NUM
afs-72267	2630	270	1,253,182	1,253,182	NUM
afs-72267	2630	271	373	373	NUM
afs-72267	2630	272	1971	1971	NUM
afs-72267	2630	273	87,378	87,378	NUM
afs-72267	2630	274	1,707,907	1,707,907	NUM
afs-72267	2630	275	465	465	NUM
afs-72267	2630	276	1,506,884	1,506,884	NUM
afs-72267	2630	277	428	428	NUM
afs-72267	2630	278	1,305,862	1,305,862	NUM
afs-72267	2630	279	388	388	NUM
afs-72267	2630	280	1972	1972	NUM
afs-72267	2630	281	99,789	99,789	NUM
afs-72267	2630	282	1,807,696	1,807,696	NUM
afs-72267	2630	283	492	492	NUM
afs-72267	2630	284	1,590,591	1,590,591	NUM
afs-72267	2630	285	452	452	NUM
afs-72267	2630	286	1,373,486	1,373,486	NUM
afs-72267	2630	287	408	408	NUM
afs-72267	2630	288	1973	1973	NUM
afs-72267	2630	289	101,055	101,055	NUM
afs-72267	2630	290	1,908,751	1,908,751	NUM
afs-72267	2630	291	520	520	NUM
afs-72267	2630	292	1,676,576	1,676,576	NUM
afs-72267	2630	293	477	477	NUM
afs-72267	2630	294	1,444,402	1,444,402	NUM
afs-72267	2630	295	429	429	NUM
afs-72267	2630	296	1974	1974	NUM
afs-72267	2630	297	93,710	93,710	NUM
afs-72267	2630	298	2,002,461	2,002,461	NUM
afs-72267	2630	299	545	545	NUM
afs-72267	2630	300	1,755,343	1,755,343	NUM
afs-72267	2630	301	499	499	NUM
afs-72267	2630	302	1,508,226	1,508,226	NUM
afs-72267	2630	303	448	448	NUM
afs-72267	2630	304	1975	1975	NUM
afs-72267	2630	305	115,745	115,745	NUM
afs-72267	2630	306	2,118,206	2,118,206	NUM
afs-72267	2630	307	577	577	NUM
afs-72267	2630	308	1,853,106	1,853,106	NUM
afs-72267	2630	309	527	527	NUM
afs-72267	2630	310	1,588,007	1,588,007	NUM
afs-72267	2630	311	472	472	NUM
afs-72267	2630	312	1976	1976	NUM
afs-72267	2630	313	121,317	121,317	NUM
afs-72267	2630	314	2,239,523	2,239,523	NUM
afs-72267	2630	315	610	610	NUM
afs-72267	2630	316	1,953,908	1,953,908	NUM
afs-72267	2630	317	555	555	NUM
afs-72267	2630	318	1,668,294	1,668,294	NUM
afs-72267	2630	319	496	496	NUM
afs-72267	2630	320	1977	1977	NUM
afs-72267	2630	321	157,535	157,535	NUM
afs-72267	2630	322	2,397,058	2,397,058	NUM
afs-72267	2630	323	653	653	NUM
afs-72267	2630	324	2,091,941	2,091,941	NUM
afs-72267	2630	325	595	595	NUM
afs-72267	2630	326	1,786,825	1,786,825	NUM
afs-72267	2630	327	531	531	NUM
afs-72267	2630	328	1978	1978	NUM
afs-72267	2630	329	133,220	133,220	NUM
afs-72267	2630	330	2,530,278	2,530,278	NUM
afs-72267	2630	331	689	689	NUM
afs-72267	2630	332	2,196,035	2,196,035	NUM
afs-72267	2630	333	624	624	NUM
afs-72267	2630	334	1,861,793	1,861,793	NUM
afs-72267	2630	335	554	554	NUM
afs-72267	2630	336	1979	1979	NUM
afs-72267	2630	337	157,787	157,787	NUM
afs-72267	2630	338	2,688,065	2,688,065	NUM
afs-72267	2630	339	732	732	NUM
afs-72267	2630	340	2,325,203	2,325,203	NUM
afs-72267	2630	341	661	661	NUM
afs-72267	2630	342	1,962,341	1,962,341	NUM
afs-72267	2630	343	583	583	NUM
afs-72267	2630	344	1980	1980	NUM
afs-72267	2630	345	160,321	160,321	NUM
afs-72267	2630	346	2,848,386	2,848,386	NUM
afs-72267	2630	347	775	775	NUM
afs-72267	2630	348	2,458,550	2,458,550	NUM
afs-72267	2630	349	699	699	NUM
afs-72267	2630	350	2,068,715	2,068,715	NUM
afs-72267	2630	351	615	615	NUM
afs-72267	2630	352	1981	1981	NUM
afs-72267	2630	353	164,626	164,626	NUM
afs-72267	2630	354	3,013,012	3,013,012	NUM
afs-72267	2630	355	820	820	NUM
afs-72267	2630	356	2,595,063	2,595,063	NUM
afs-72267	2630	357	738	738	NUM
afs-72267	2630	358	2,177,115	2,177,115	NUM
afs-72267	2630	359	647	647	NUM
afs-72267	2630	360	1982	1982	NUM
afs-72267	2630	361	154,495	154,495	NUM
afs-72267	2630	362	3,167,507	3,167,507	NUM
afs-72267	2630	363	862	862	NUM
afs-72267	2630	364	2,712,201	2,712,201	NUM
afs-72267	2630	365	771	771	NUM
afs-72267	2630	366	2,256,895	2,256,895	NUM
afs-72267	2630	367	671	671	NUM
afs-72267	2630	368	1983	1983	NUM
afs-72267	2630	369	155,508	155,508	NUM
afs-72267	2630	370	3,323,015	3,323,015	NUM
afs-72267	2630	371	905	905	NUM
afs-72267	2630	372	2,829,338	2,829,338	NUM
afs-72267	2630	373	804	804	NUM
afs-72267	2630	374	2,335,662	2,335,662	NUM
afs-72267	2630	375	694	694	NUM
afs-72267	2630	376	1984	1984	NUM
afs-72267	2630	377	157,028	157,028	NUM
afs-72267	2630	378	3,480,043	3,480,043	NUM
afs-72267	2630	379	947	947	NUM
afs-72267	2630	380	2,948,882	2,948,882	NUM
afs-72267	2630	381	838	838	NUM
afs-72267	2630	382	2,417,722	2,417,722	NUM
afs-72267	2630	383	719	719	NUM
afs-72267	2630	384	sum	sum	NOUN
afs-72267	2630	385	1920—84	1920—84	NUM
afs-72267	2630	386	56,684,590	56,684,590	NUM
afs-72267	2630	387	50,121,819	50,121,819	NUM
afs-72267	2630	388	43,559,049	43,559,049	NUM
afs-72267	2630	389	sum	sum	NOUN
afs-72267	2630	390	1950—84	1950—84	NUM
afs-72267	2630	391	53,402,955	53,402,955	NUM
afs-72267	2630	392	46,871,121	46,871,121	NUM
afs-72267	2630	393	40,339,287	40,339,287	NUM
afs-72267	2630	394	appendix	appendix	NOUN
afs-72267	2630	395	15	15	NUM
afs-72267	2630	396	.	.	PUNCT
afs-72267	2631	1	derivation	derivation	NOUN
afs-72267	2631	2	of	of	ADP
afs-72267	2631	3	the	the	DET
afs-72267	2631	4	total	total	ADJ
afs-72267	2631	5	research	research	NOUN
afs-72267	2631	6	capital	capital	NOUN
afs-72267	2631	7	in	in	ADP
afs-72267	2631	8	prices	price	NOUN
afs-72267	2631	9	of	of	ADP
afs-72267	2631	10	1984	1984	NUM
afs-72267	2631	11	.	.	PUNCT
afs-72267	2632	1	grants	grant	NOUN
afs-72267	2632	2	derived	derive	VERB
afs-72267	2632	3	undepreciated	undepreciate	VERB
afs-72267	2632	4	depreciated	depreciate	VERB
afs-72267	2632	5	research	research	NOUN
afs-72267	2632	6	capital	capital	NOUN
afs-72267	2632	7	.950	.950	NUM
afs-72267	2632	8	-	-	SYM
afs-72267	2632	9	84	84	NUM
afs-72267	2632	10	research	research	NOUN
afs-72267	2632	11	capital	capital	NOUN
afs-72267	2632	12	dep	dep	NOUN
afs-72267	2632	13	,	,	PUNCT
afs-72267	2632	14	rate	rate	NOUN
afs-72267	2632	15	=	=	SYM
afs-72267	2632	16	50	50	NUM
afs-72267	2632	17	%	%	NOUN
afs-72267	2632	18	dep.rate	dep.rate	NOUN
afs-72267	2632	19	=	=	SYM
afs-72267	2632	20	100	100	NUM
afs-72267	2632	21	%	%	NOUN
afs-72267	2632	22	'	'	PUNCT
afs-72267	2632	23	f'm'ooo	f'm'ooo	PROPN
afs-72267	2632	24	index	index	NOUN
afs-72267	2632	25	p[m	p[m	VERB
afs-72267	2632	26	mtux	mtux	PROPN
afs-72267	2632	27	»	»	PART
afs-72267	2632	28	index	index	NOUN
afs-72267	2632	29	1920	1920	NUM
afs-72267	2632	30	1,097	1,097	NUM
afs-72267	2632	31	1,097	1,097	NUM
afs-72267	2632	32	1921	1921	NUM
afs-72267	2632	33	2,168	2,168	NUM
afs-72267	2632	34	3,265	3,265	NUM
afs-72267	2632	35	1922	1922	NUM
afs-72267	2632	36	3,240	3,240	NUM
afs-72267	2632	37	6,505	6,505	NUM
afs-72267	2632	38	1923	1923	NUM
afs-72267	2632	39	4,311	4,311	NUM
afs-72267	2632	40	10,816	10,816	NUM
afs-72267	2632	41	1924	1924	NUM
afs-72267	2632	42	5,382	5,382	NUM
afs-72267	2632	43	16,197	16,197	NUM
afs-72267	2632	44	1925	1925	NUM
afs-72267	2632	45	6,453	6,453	NUM
afs-72267	2632	46	22,650	22,650	NUM
afs-72267	2632	47	1926	1926	NUM
afs-72267	2632	48	7,524	7,524	NUM
afs-72267	2632	49	30,174	30,174	NUM
afs-72267	2632	50	1927	1927	NUM
afs-72267	2632	51	8,595	8,595	NUM
afs-72267	2632	52	38,770	38,770	NUM
afs-72267	2632	53	1928	1928	NUM
afs-72267	2632	54	9,666	9,666	NUM
afs-72267	2632	55	48,436	48,436	NUM
afs-72267	2632	56	1929	1929	NUM
afs-72267	2632	57	10,738	10,738	NUM
afs-72267	2632	58	59,174	59,174	NUM
afs-72267	2632	59	1930	1930	NUM
afs-72267	2632	60	11,809	11,809	NUM
afs-72267	2632	61	70,982	70,982	NUM
afs-72267	2632	62	1931	1931	NUM
afs-72267	2632	63	12,880	12,880	NUM
afs-72267	2632	64	83,862	83,862	NUM
afs-72267	2632	65	1932	1932	NUM
afs-72267	2632	66	13,951	13,951	NUM
afs-72267	2632	67	97,813	97,813	NUM
afs-72267	2632	68	1933	1933	NUM
afs-72267	2632	69	15,022	15,022	NUM
afs-72267	2632	70	112,835	112,835	NUM
afs-72267	2632	71	1934	1934	NUM
afs-72267	2632	72	16,093	16,093	NUM
afs-72267	2632	73	128,928	128,928	NUM
afs-72267	2632	74	1935	1935	NUM
afs-72267	2632	75	17,164	17,164	NUM
afs-72267	2632	76	146,093	146,093	NUM
afs-72267	2632	77	1936	1936	NUM
afs-72267	2632	78	18,236	18,236	NUM
afs-72267	2632	79	164,328	164,328	NUM
afs-72267	2632	80	1937	1937	NUM
afs-72267	2632	81	19,307	19,307	NUM
afs-72267	2632	82	183,635	183,635	NUM
afs-72267	2632	83	1938	1938	NUM
afs-72267	2632	84	20,378	20,378	NUM
afs-72267	2632	85	204,013	204,013	NUM
afs-72267	2632	86	1939	1939	NUM
afs-72267	2632	87	21,449	21,449	NUM
afs-72267	2632	88	225,462	225,462	NUM
afs-72267	2632	89	1945	1945	NUM
afs-72267	2632	90	22,520	22,520	NUM
afs-72267	2632	91	247,982	247,982	NUM
afs-72267	2632	92	247,434	247,434	NUM
afs-72267	2632	93	246,885	246,885	NUM
afs-72267	2632	94	1946	1946	NUM
afs-72267	2632	95	23,591	23,591	NUM
afs-72267	2632	96	271,573	271,573	NUM
afs-72267	2632	97	269,941	269,941	NUM
afs-72267	2632	98	268,308	268,308	NUM
afs-72267	2632	99	1947	1947	NUM
afs-72267	2632	100	25,734	25,734	NUM
afs-72267	2632	101	297,307	297,307	NUM
afs-72267	2632	102	294,054	294,054	NUM
afs-72267	2632	103	290,802	290,802	NUM
afs-72267	2632	104	1948	1948	NUM
afs-72267	2632	105	26,805	26,805	NUM
afs-72267	2632	106	324,112	324,112	NUM
afs-72267	2632	107	318,704	318,704	NUM
afs-72267	2632	108	313,296	313,296	NUM
afs-72267	2632	109	1949	1949	NUM
afs-72267	2632	110	27,876	27,876	NUM
afs-72267	2632	111	351,987	351,987	NUM
afs-72267	2632	112	343,889	343,889	NUM
afs-72267	2632	113	335,790	335,790	NUM
afs-72267	2632	114	1950	1950	NUM
afs-72267	2632	115	28,947	28,947	NUM
afs-72267	2632	116	28,947	28,947	NUM
afs-72267	2633	1	380,934	380,934	NUM
afs-72267	2633	2	100	100	NUM
afs-72267	2633	3	369,609	369,609	NUM
afs-72267	2633	4	100	100	NUM
afs-72267	2633	5	358,284	358,284	NUM
afs-72267	2633	6	100	100	NUM
afs-72267	2633	7	1951	1951	NUM
afs-72267	2633	8	38,500	38,500	NUM
afs-72267	2633	9	419,434	419,434	NUM
afs-72267	2633	10	110	110	NUM
afs-72267	2633	11	404,347	404,347	NUM
afs-72267	2633	12	109	109	NUM
afs-72267	2633	13	389,260	389,260	NUM
afs-72267	2633	14	109	109	NUM
afs-72267	2633	15	1952	1952	NUM
afs-72267	2633	16	37,053	37,053	NUM
afs-72267	2633	17	456,487	456,487	NUM
afs-72267	2633	18	120	120	NUM
afs-72267	2633	19	437,103	437,103	NUM
afs-72267	2633	20	118	118	NUM
afs-72267	2633	21	417,718	417,718	NUM
afs-72267	2633	22	117	117	NUM
afs-72267	2633	23	1953	1953	NUM
afs-72267	2633	24	35,605	35,605	NUM
afs-72267	2633	25	492,092	492,092	NUM
afs-72267	2633	26	129	129	NUM
afs-72267	2633	27	467,874	467,874	NUM
afs-72267	2633	28	127	127	NUM
afs-72267	2633	29	443,656	443,656	NUM
afs-72267	2633	30	124	124	NUM
afs-72267	2633	31	1954	1954	NUM
afs-72267	2633	32	36,184	36,184	NUM
afs-72267	2633	33	528,276	528,276	NUM
afs-72267	2633	34	139	139	NUM
afs-72267	2633	35	498,690	498,690	NUM
afs-72267	2633	36	135	135	NUM
afs-72267	2633	37	469,103	469,103	NUM
afs-72267	2633	38	131	131	NUM
afs-72267	2633	39	1955	1955	NUM
afs-72267	2633	40	41,974	41,974	NUM
afs-72267	2633	41	570,250	570,250	NUM
afs-72267	2633	42	150	150	NUM
afs-72267	2633	43	534,759	534,759	NUM
afs-72267	2633	44	145	145	NUM
afs-72267	2633	45	499,268	499,268	NUM
afs-72267	2633	46	139	139	NUM
afs-72267	2633	47	1956	1956	NUM
afs-72267	2633	48	48,342	48,342	NUM
afs-72267	2633	49	618,592	618,592	NUM
afs-72267	2633	50	162	162	NUM
afs-72267	2633	51	576,661	576,661	NUM
afs-72267	2633	52	156	156	NUM
afs-72267	2633	53	534,730	534,730	NUM
afs-72267	2633	54	149	149	NUM
afs-72267	2633	55	1957	1957	NUM
afs-72267	2633	56	47,474	47,474	NUM
afs-72267	2634	1	666,066	666,066	NUM
afs-72267	2634	2	175	175	NUM
afs-72267	2634	3	617,160	617,160	NUM
afs-72267	2634	4	167	167	NUM
afs-72267	2634	5	568,253	568,253	NUM
afs-72267	2634	6	159	159	NUM
afs-72267	2634	7	1958	1958	NUM
afs-72267	2634	8	68,026	68,026	NUM
afs-72267	2634	9	734,092	734,092	NUM
afs-72267	2634	10	193	193	NUM
afs-72267	2634	11	677,675	677,675	NUM
afs-72267	2634	12	183	183	NUM
afs-72267	2634	13	621,257	621,257	NUM
afs-72267	2634	14	173	173	NUM
afs-72267	2634	15	1959	1959	NUM
afs-72267	2634	16	67,447	67,447	NUM
afs-72267	2634	17	801,539	801,539	NUM
afs-72267	2634	18	210	210	NUM
afs-72267	2634	19	737,075	737,075	NUM
afs-72267	2634	20	199	199	NUM
afs-72267	2634	21	672,611	672,611	NUM
afs-72267	2634	22	188	188	NUM
afs-72267	2634	23	1960	1960	NUM
afs-72267	2634	24	65,132	65,132	NUM
afs-72267	2634	25	866,671	866,671	NUM
afs-72267	2634	26	228	228	NUM
afs-72267	2634	27	793,625	793,625	NUM
afs-72267	2634	28	215	215	NUM
afs-72267	2634	29	720,579	720,579	NUM
afs-72267	2634	30	201	201	NUM
afs-72267	2634	31	1961	1961	NUM
afs-72267	2634	32	68,316	68,316	NUM
afs-72267	2634	33	934,987	934,987	NUM
afs-72267	2634	34	245	245	NUM
afs-72267	2634	35	852,823	852,823	NUM
afs-72267	2634	36	231	231	NUM
afs-72267	2634	37	770,659	770,659	NUM
afs-72267	2634	38	215	215	NUM
afs-72267	2634	39	1962	1962	NUM
afs-72267	2634	40	90,026	90,026	NUM
afs-72267	2634	41	1,025,013	1,025,013	NUM
afs-72267	2634	42	269	269	NUM
afs-72267	2634	43	933,196	933,196	NUM
afs-72267	2634	44	252	252	NUM
afs-72267	2634	45	841,378	841,378	NUM
afs-72267	2634	46	235	235	NUM
afs-72267	2634	47	1963	1963	NUM
afs-72267	2634	48	95,237	95,237	NUM
afs-72267	2634	49	1,120,250	1,120,250	NUM
afs-72267	2634	50	294	294	NUM
afs-72267	2634	51	1,018,244	1,018,244	NUM
afs-72267	2634	52	275	275	NUM
afs-72267	2634	53	916,238	916,238	NUM
afs-72267	2634	54	256	256	NUM
afs-72267	2634	55	1964	1964	NUM
afs-72267	2634	56	93,500	93,500	NUM
afs-72267	2634	57	1,213,750	1,213,750	NUM
afs-72267	2634	58	319	319	NUM
afs-72267	2634	59	1,101,019	1,101,019	NUM
afs-72267	2634	60	298	298	NUM
afs-72267	2634	61	988,289	988,289	NUM
afs-72267	2634	62	276	276	NUM
afs-72267	2634	63	1965	1965	NUM
afs-72267	2634	64	115,500	115,500	NUM
afs-72267	2634	65	1,329,250	1,329,250	NUM
afs-72267	2634	66	349	349	NUM
afs-72267	2634	67	1,205,259	1,205,259	NUM
afs-72267	2634	68	326	326	NUM
afs-72267	2634	69	1,081,268	1,081,268	NUM
afs-72267	2634	70	302	302	NUM
afs-72267	2634	71	1966	1966	NUM
afs-72267	2634	72	121,290	121,290	NUM
afs-72267	2634	73	1,450,540	1,450,540	NUM
afs-72267	2634	74	381	381	NUM
afs-72267	2634	75	1,314,754	1,314,754	NUM
afs-72267	2634	76	356	356	NUM
afs-72267	2634	77	1,178,967	1,178,967	NUM
afs-72267	2634	78	329	329	NUM
afs-72267	2634	79	1967	1967	NUM
afs-72267	2634	80	128,237	128,237	NUM
afs-72267	2634	81	1,578,777	1,578,777	NUM
afs-72267	2634	82	414	414	NUM
afs-72267	2634	83	1,430,124	1,430,124	NUM
afs-72267	2634	84	387	387	NUM
afs-72267	2634	85	1,281,471	1,281,471	NUM
afs-72267	2634	86	358	358	NUM
afs-72267	2634	87	1968	1968	NUM
afs-72267	2634	88	138,658	138,658	NUM
afs-72267	2634	89	1,717,435	1,717,435	NUM
afs-72267	2634	90	451	451	NUM
afs-72267	2634	91	1,555,380	1,555,380	NUM
afs-72267	2634	92	421	421	NUM
afs-72267	2634	93	1,393,324	1,393,324	NUM
afs-72267	2634	94	389	389	NUM
afs-72267	2634	95	1969	1969	NUM
afs-72267	2634	96	136,053	136,053	NUM
afs-72267	2634	97	1,853,488	1,853,488	NUM
afs-72267	2634	98	487	487	NUM
afs-72267	2634	99	1,677,495	1,677,495	NUM
afs-72267	2634	100	454	454	NUM
afs-72267	2634	101	1,501,501	1,501,501	NUM
afs-72267	2634	102	419	419	NUM
afs-72267	2634	103	1970	1970	NUM
afs-72267	2634	104	131,421	131,421	NUM
afs-72267	2634	105	1,984,909	1,984,909	NUM
afs-72267	2634	106	521	521	NUM
afs-72267	2634	107	1,794,442	1,794,442	NUM
afs-72267	2634	108	485	485	NUM
afs-72267	2634	109	1,603,975	1,603,975	NUM
afs-72267	2634	110	448	448	NUM
afs-72267	2634	111	1971	1971	NUM
afs-72267	2634	112	135,184	135,184	NUM
afs-72267	2634	113	2,120,093	2,120,093	NUM
afs-72267	2634	114	557	557	NUM
afs-72267	2634	115	1,910,376	1,910,376	NUM
afs-72267	2634	116	517	517	NUM
afs-72267	2634	117	1,700,659	1,700,659	NUM
afs-72267	2634	118	475	475	NUM
afs-72267	2634	119	1972	1972	NUM
afs-72267	2634	120	167,606	167,606	NUM
afs-72267	2634	121	2,287,699	2,287,699	NUM
afs-72267	2634	122	601	601	NUM
afs-72267	2634	123	2,059,456	2,059,456	NUM
afs-72267	2634	124	557	557	NUM
afs-72267	2634	125	1,831,212	1,831,212	NUM
afs-72267	2634	126	511	511	NUM
afs-72267	2634	127	1973	1973	NUM
afs-72267	2634	128	162,395	162,395	NUM
afs-72267	2634	129	2,450,094	2,450,094	NUM
afs-72267	2634	130	643	643	NUM
afs-72267	2634	131	2,204,048	2,204,048	NUM
afs-72267	2634	132	596	596	NUM
afs-72267	2634	133	1,958,002	1,958,002	NUM
afs-72267	2634	134	546	546	NUM
afs-72267	2634	135	1974	1974	NUM
afs-72267	2634	136	142,132	142,132	NUM
afs-72267	2634	137	2,592,226	2,592,226	NUM
afs-72267	2634	138	680	680	NUM
afs-72267	2634	139	2,328,088	2,328,088	NUM
afs-72267	2634	140	630	630	NUM
afs-72267	2634	141	2,063,950	2,063,950	NUM
afs-72267	2634	142	576	576	NUM
afs-72267	2634	143	1975	1975	NUM
afs-72267	2634	144	162,685	162,685	NUM
afs-72267	2634	145	2,754,911	2,754,911	NUM
afs-72267	2634	146	723	723	NUM
afs-72267	2634	147	2,469,786	2,469,786	NUM
afs-72267	2634	148	668	668	NUM
afs-72267	2634	149	2,184,661	2,184,661	NUM
afs-72267	2634	150	610	610	NUM
afs-72267	2634	151	1976	1976	NUM
afs-72267	2634	152	183,527	183,527	NUM
afs-72267	2634	153	2,938,438	2,938,438	NUM
afs-72267	2634	154	771	771	NUM
afs-72267	2634	155	2,629,142	2,629,142	NUM
afs-72267	2634	156	711	711	NUM
afs-72267	2634	157	2,319,846	2,319,846	NUM
afs-72267	2634	158	647	647	NUM
afs-72267	2634	159	1977	1977	NUM
afs-72267	2634	160	218,264	218,264	NUM
afs-72267	2634	161	3,156,702	3,156,702	NUM
afs-72267	2634	162	829	829	NUM
afs-72267	2634	163	2,823,669	2,823,669	NUM
afs-72267	2634	164	764	764	NUM
afs-72267	2634	165	2,490,636	2,490,636	NUM
afs-72267	2634	166	695	695	NUM
afs-72267	2634	167	1978	1978	NUM
afs-72267	2634	168	192,500	192,500	NUM
afs-72267	2634	169	3,349,202	3,349,202	NUM
afs-72267	2634	170	879	879	NUM
afs-72267	2634	171	2,982,156	2,982,156	NUM
afs-72267	2634	172	807	807	NUM
afs-72267	2634	173	2,615,110	2,615,110	NUM
afs-72267	2634	174	730	730	NUM
afs-72267	2634	175	1979	1979	NUM
afs-72267	2634	176	219,421	219,421	NUM
afs-72267	2634	177	3,568,623	3,568,623	NUM
afs-72267	2634	178	937	937	NUM
afs-72267	2634	179	3,167,854	3,167,854	NUM
afs-72267	2634	180	857	857	NUM
afs-72267	2634	181	2,767,084	2,767,084	NUM
afs-72267	2634	182	772	772	NUM
afs-72267	2634	183	1980	1980	NUM
afs-72267	2634	184	219,421	219,421	NUM
afs-72267	2634	185	3,788,044	3,788,044	NUM
afs-72267	2634	186	994	994	NUM
afs-72267	2634	187	3,354,709	3,354,709	NUM
afs-72267	2634	188	908	908	NUM
afs-72267	2634	189	2,921,373	2,921,373	NUM
afs-72267	2634	190	815	815	NUM
afs-72267	2634	191	1981	1981	NUM
afs-72267	2634	192	217,106	217,106	NUM
afs-72267	2634	193	4,005,150	4,005,150	NUM
afs-72267	2634	194	1051	1051	NUM
afs-72267	2634	195	3,537,657	3,537,657	NUM
afs-72267	2634	196	957	957	NUM
afs-72267	2634	197	3,070,163	3,070,163	NUM
afs-72267	2634	198	857	857	NUM
afs-72267	2634	199	1982	1982	NUM
afs-72267	2634	200	218,264	218,264	NUM
afs-72267	2634	201	4,223,414	4,223,414	NUM
afs-72267	2634	202	1109	1109	NUM
afs-72267	2634	203	3,710,908	3,710,908	NUM
afs-72267	2634	204	1004	1004	NUM
afs-72267	2634	205	3,198,401	3,198,401	NUM
afs-72267	2634	206	893	893	NUM
afs-72267	2634	207	1983	1983	NUM
afs-72267	2634	208	234,764	234,764	NUM
afs-72267	2634	209	4,458,178	4,458,178	NUM
afs-72267	2634	210	1170	1170	NUM
afs-72267	2634	211	3,898,053	3,898,053	NUM
afs-72267	2634	212	1055	1055	NUM
afs-72267	2634	213	3,337,928	3,337,928	NUM
afs-72267	2634	214	932	932	NUM
afs-72267	2634	215	1984	1984	NUM
afs-72267	2634	216	230,132	230,132	NUM
afs-72267	2634	217	4,688,310	4,688,310	NUM
afs-72267	2634	218	1231	1231	NUM
afs-72267	2634	219	4,081,435	4,081,435	NUM
afs-72267	2634	220	1104	1104	NUM
afs-72267	2634	221	3,474,560	3,474,560	NUM
afs-72267	2634	222	970	970	NUM
afs-72267	2634	223	sum	sum	NOUN
afs-72267	2634	224	1920—84	1920—84	NUM
afs-72267	2634	225	70,271,929	70,271,929	NUM
afs-72267	2634	226	63,283,710	63,283,710	NUM
afs-72267	2634	227	56,295,492	56,295,492	NUM
afs-72267	2634	228	sum	sum	NOUN
afs-72267	2634	229	1950—84	1950—84	NUM
afs-72267	2634	230	67,123,932	67,123,932	NUM
afs-72267	2634	231	60,154,653	60,154,653	NUM
afs-72267	2634	232	53,185,374	53,185,374	NUM
afs-72267	2634	233	352	352	NUM
afs-72267	2634	234	appendix	appendix	NOUN
afs-72267	2634	235	16	16	NUM
afs-72267	2634	236	.	.	PUNCT
afs-72267	2635	1	cobb	cobb	PROPN
afs-72267	2635	2	-	-	PUNCT
afs-72267	2635	3	douglas	douglas	PROPN
afs-72267	2635	4	production	production	NOUN
afs-72267	2635	5	functions	function	NOUN
afs-72267	2635	6	with	with	ADP
afs-72267	2635	7	total	total	ADJ
afs-72267	2635	8	research	research	NOUN
afs-72267	2635	9	measured	measure	VERB
afs-72267	2635	10	as	as	ADP
afs-72267	2635	11	an	an	DET
afs-72267	2635	12	undepreciated	undepreciated	ADJ
afs-72267	2635	13	stock	stock	NOUN
afs-72267	2635	14	.	.	PUNCT
afs-72267	2636	1	regression	regression	NOUN
afs-72267	2636	2	(	(	PUNCT
afs-72267	2636	3	48	48	NUM
afs-72267	2636	4	)	)	PUNCT
afs-72267	2636	5	(	(	PUNCT
afs-72267	2636	6	49	49	NUM
afs-72267	2636	7	)	)	PUNCT
afs-72267	2636	8	1.1	1.1	NUM
afs-72267	2636	9	.	.	PUNCT
afs-72267	2637	1	1.1	1.1	NUM
afs-72267	2637	2	.	.	PUNCT
afs-72267	2637	3	constant	constant	ADJ
afs-72267	2637	4	1.023	1.023	NUM
afs-72267	2637	5	0.375	0.375	NUM
afs-72267	2637	6	1.237	1.237	NUM
afs-72267	2637	7	0.268	0.268	NUM
afs-72267	2637	8	(	(	PUNCT
afs-72267	2637	9	1.136	1.136	NUM
afs-72267	2637	10	)	)	PUNCT
afs-72267	2637	11	(	(	PUNCT
afs-72267	2637	12	1.095	1.095	NUM
afs-72267	2637	13	)	)	PUNCT
afs-72267	2637	14	capital	capital	NOUN
afs-72267	2637	15	0.299	0.299	NUM
afs-72267	2637	16	0.486	0.486	NUM
afs-72267	2637	17	0.247	0.247	NUM
afs-72267	2637	18	0.550	0.550	NUM
afs-72267	2637	19	(	(	PUNCT
afs-72267	2637	20	0.424	0.424	NUM
afs-72267	2637	21	)	)	PUNCT
afs-72267	2637	22	(	(	PUNCT
afs-72267	2637	23	0.408	0.408	NUM
afs-72267	2637	24	)	)	PUNCT
afs-72267	2637	25	labour	labour	NOUN
afs-72267	2637	26	0.207	0.207	NUM
afs-72267	2637	27	0.007	0.007	NUM
afs-72267	2637	28	0.143	0.143	NUM
afs-72267	2637	29	0.072	0.072	NUM
afs-72267	2637	30	(	(	PUNCT
afs-72267	2637	31	0.072	0.072	NUM
afs-72267	2637	32	)	)	PUNCT
afs-72267	2637	33	(	(	PUNCT
afs-72267	2637	34	0.077	0.077	NUM
afs-72267	2637	35	)	)	PUNCT
afs-72267	2637	36	external	external	ADJ
afs-72267	2637	37	inputs	input	NOUN
afs-72267	2637	38	—	—	PUNCT
afs-72267	2637	39	o.oob	o.oob	VERB
afs-72267	2637	40	0.930	0.930	NUM
afs-72267	2637	41	0.010	0.010	NUM
afs-72267	2637	42	0.052	0.052	NUM
afs-72267	2637	43	(	(	PUNCT
afs-72267	2637	44	0.091	0.091	NUM
afs-72267	2637	45	)	)	PUNCT
afs-72267	2637	46	(	(	PUNCT
afs-72267	2637	47	0.087	0.087	NUM
afs-72267	2637	48	)	)	PUNCT
afs-72267	2637	49	research	research	NOUN
afs-72267	2637	50	stock	stock	NOUN
afs-72267	2637	51	0.278	0.278	NUM
afs-72267	2637	52	0.017	0.017	NUM
afs-72267	2637	53	0.222	0.222	NUM
afs-72267	2637	54	0.052	0.052	NUM
afs-72267	2637	55	(	(	PUNCT
afs-72267	2637	56	0.110	0.110	NUM
afs-72267	2637	57	)	)	PUNCT
afs-72267	2637	58	(	(	PUNCT
afs-72267	2637	59	0.110	0.110	NUM
afs-72267	2637	60	)	)	PUNCT
afs-72267	2637	61	extension	extension	NOUN
afs-72267	2637	62	0.109	0.109	NUM
afs-72267	2637	63	0.066	0.066	NUM
afs-72267	2637	64	(	(	PUNCT
afs-72267	2637	65	0.057	0.057	NUM
afs-72267	2637	66	)	)	PUNCT
afs-72267	2637	67	r	r	NOUN
afs-72267	2637	68	2	2	NUM
afs-72267	2637	69	0.985	0.985	NUM
afs-72267	2637	70	0.987	0.987	NUM
afs-72267	2637	71	stand.error	stand.error	NOUN
afs-72267	2637	72	of	of	ADP
afs-72267	2637	73	estimate	estimate	NOUN
afs-72267	2637	74	0.023	0.023	NUM
afs-72267	2637	75	0.022	0.022	NUM
afs-72267	2637	76	f	f	X
afs-72267	2637	77	-	-	PUNCT
afs-72267	2637	78	ratio	ratio	VERB
afs-72267	2637	79	505.25	505.25	NUM
afs-72267	2637	80	*	*	PUNCT
afs-72267	2638	1	*	*	PUNCT
afs-72267	2638	2	*	*	PUNCT
afs-72267	2639	1	440.57	440.57	NUM
afs-72267	2639	2	*	*	PUNCT
afs-72267	2639	3	*	*	PUNCT
afs-72267	2639	4	*	*	PUNCT
afs-72267	2639	5	d	d	X
afs-72267	2639	6	-	-	PUNCT
afs-72267	2639	7	w	w	PROPN
afs-72267	2639	8	test	test	NOUN
afs-72267	2639	9	value	value	NOUN
afs-72267	2639	10	1.095	1.095	NUM
afs-72267	2639	11	1.164	1.164	NUM
afs-72267	2639	12	appendix	appendix	NOUN
afs-72267	2639	13	17	17	NUM
afs-72267	2639	14	.	.	PUNCT
afs-72267	2640	1	cobb	cobb	PROPN
afs-72267	2640	2	-	-	PUNCT
afs-72267	2640	3	douglas	douglas	PROPN
afs-72267	2640	4	production	production	NOUN
afs-72267	2640	5	functions	function	NOUN
afs-72267	2640	6	with	with	ADP
afs-72267	2640	7	total	total	ADJ
afs-72267	2640	8	research	research	NOUN
afs-72267	2640	9	measured	measure	VERB
afs-72267	2640	10	as	as	ADP
afs-72267	2640	11	a	a	DET
afs-72267	2640	12	stock	stock	NOUN
afs-72267	2640	13	with	with	ADP
afs-72267	2640	14	50	50	NUM
afs-72267	2640	15	%	%	NOUN
afs-72267	2640	16	depreciation	depreciation	NOUN
afs-72267	2640	17	after	after	ADP
afs-72267	2640	18	20	20	NUM
afs-72267	2640	19	years	year	NOUN
afs-72267	2640	20	.	.	PUNCT
afs-72267	2641	1	regression	regression	NOUN
afs-72267	2641	2	(	(	PUNCT
afs-72267	2641	3	54	54	NUM
afs-72267	2641	4	)	)	PUNCT
afs-72267	2641	5	(	(	PUNCT
afs-72267	2641	6	55	55	NUM
afs-72267	2641	7	)	)	PUNCT
afs-72267	2641	8	1.1	1.1	NUM
afs-72267	2641	9	.	.	PUNCT
afs-72267	2642	1	s.	s.	PROPN
afs-72267	2642	2	!	!	PUNCT
afs-72267	2642	3	.	.	PUNCT
afs-72267	2643	1	constant	constant	ADJ
afs-72267	2643	2	0.586	0.586	NUM
afs-72267	2643	3	0.570	0.570	NUM
afs-72267	2643	4	0.868	0.868	NUM
afs-72267	2643	5	0.388	0.388	NUM
afs-72267	2643	6	(	(	PUNCT
afs-72267	2643	7	1.021	1.021	NUM
afs-72267	2643	8	)	)	PUNCT
afs-72267	2643	9	(	(	PUNCT
afs-72267	2643	10	0.991	0.991	NUM
afs-72267	2643	11	)	)	PUNCT
afs-72267	2643	12	capital	capital	NOUN
afs-72267	2643	13	0.433	0.433	NUM
afs-72267	2643	14	0.273	0.273	NUM
afs-72267	2643	15	0.362	0.362	NUM
afs-72267	2643	16	0.341	0.341	NUM
afs-72267	2643	17	(	(	PUNCT
afs-72267	2643	18	0.387	0.387	NUM
afs-72267	2643	19	)	)	PUNCT
afs-72267	2643	20	(	(	PUNCT
afs-72267	2643	21	0.374	0.374	NUM
afs-72267	2643	22	)	)	PUNCT
afs-72267	2643	23	labour	labour	NOUN
afs-72267	2643	24	0.191	0.191	NUM
afs-72267	2643	25	0.008	0.008	NUM
afs-72267	2643	26	0.129	0.129	NUM
afs-72267	2643	27	0.085	0.085	NUM
afs-72267	2643	28	(	(	PUNCT
afs-72267	2643	29	0.067	0.067	NUM
afs-72267	2643	30	)	)	PUNCT
afs-72267	2643	31	(	(	PUNCT
afs-72267	2643	32	0.072	0.072	NUM
afs-72267	2643	33	)	)	PUNCT
afs-72267	2643	34	external	external	ADJ
afs-72267	2643	35	inputs	input	NOUN
afs-72267	2643	36	—	—	PUNCT
afs-72267	2643	37	0.005	0.005	NUM
afs-72267	2643	38	0.958	0.958	NUM
afs-72267	2643	39	0.013	0.013	NUM
afs-72267	2643	40	0.879	0.879	NUM
afs-72267	2643	41	(	(	PUNCT
afs-72267	2643	42	0.091	0.091	NUM
afs-72267	2643	43	)	)	PUNCT
afs-72267	2643	44	(	(	PUNCT
afs-72267	2643	45	0.088	0.088	NUM
afs-72267	2643	46	)	)	PUNCT
afs-72267	2643	47	research	research	NOUN
afs-72267	2643	48	stock	stock	NOUN
afs-72267	2643	49	0.252	0.252	NUM
afs-72267	2643	50	0.020	0.020	NUM
afs-72267	2643	51	0.199	0.199	NUM
afs-72267	2643	52	0.061	0.061	NUM
afs-72267	2643	53	(	(	PUNCT
afs-72267	2643	54	0.102	0.102	NUM
afs-72267	2643	55	)	)	PUNCT
afs-72267	2643	56	(	(	PUNCT
afs-72267	2643	57	0.102	0.102	NUM
afs-72267	2643	58	)	)	PUNCT
afs-72267	2643	59	extension	extension	NOUN
afs-72267	2643	60	0.109	0.109	NUM
afs-72267	2643	61	0.069	0.069	NUM
afs-72267	2643	62	(	(	PUNCT
afs-72267	2643	63	0.058	0.058	NUM
afs-72267	2643	64	)	)	PUNCT
afs-72267	2643	65	r	r	NOUN
afs-72267	2643	66	2	2	NUM
afs-72267	2643	67	0.985	0.985	NUM
afs-72267	2643	68	0.987	0.987	NUM
afs-72267	2643	69	stand.error	stand.error	NOUN
afs-72267	2643	70	of	of	ADP
afs-72267	2643	71	estimate	estimate	NOUN
afs-72267	2643	72	0.023	0.023	NUM
afs-72267	2643	73	0.022	0.022	NUM
afs-72267	2643	74	f	f	X
afs-72267	2643	75	-	-	PUNCT
afs-72267	2643	76	ratio	ratio	NOUN
afs-72267	2643	77	501.59	501.59	NUM
afs-72267	2643	78	*	*	PUNCT
afs-72267	2643	79	*	*	PUNCT
afs-72267	2643	80	*	*	PUNCT
afs-72267	2644	1	436.47	436.47	NUM
afs-72267	2644	2	*	*	PUNCT
afs-72267	2644	3	*	*	PUNCT
afs-72267	2644	4	*	*	PUNCT
afs-72267	2644	5	d	d	X
afs-72267	2644	6	-	-	PUNCT
afs-72267	2644	7	w	w	PROPN
afs-72267	2644	8	test	test	NOUN
afs-72267	2644	9	value	value	NOUN
afs-72267	2644	10	1.066	1.066	NUM
afs-72267	2644	11	1.141	1.141	NUM
afs-72267	2644	12	353	353	NUM
afs-72267	2644	13	appendix	appendix	NOUN
afs-72267	2644	14	18	18	NUM
afs-72267	2644	15	.	.	PUNCT
afs-72267	2644	16	cobb	cobb	PROPN
afs-72267	2644	17	-	-	PUNCT
afs-72267	2644	18	douglasproduction	douglasproduction	NOUN
afs-72267	2644	19	functions	function	NOUN
afs-72267	2644	20	with	with	ADP
afs-72267	2644	21	total	total	ADJ
afs-72267	2644	22	research	research	NOUN
afs-72267	2644	23	measured	measure	VERB
afs-72267	2644	24	as	as	ADP
afs-72267	2644	25	a	a	DET
afs-72267	2644	26	stock	stock	NOUN
afs-72267	2644	27	with	with	ADP
afs-72267	2644	28	100	100	NUM
afs-72267	2644	29	%	%	NOUN
afs-72267	2644	30	depreciation	depreciation	NOUN
afs-72267	2644	31	after	after	ADP
afs-72267	2644	32	20	20	NUM
afs-72267	2644	33	years	year	NOUN
afs-72267	2644	34	.	.	PUNCT
afs-72267	2645	1	regression	regression	NOUN
afs-72267	2645	2	(	(	PUNCT
afs-72267	2645	3	56	56	NUM
afs-72267	2645	4	)	)	PUNCT
afs-72267	2645	5	(	(	PUNCT
afs-72267	2645	6	57	57	NUM
afs-72267	2645	7	)	)	PUNCT
afs-72267	2645	8	s.l	s.l	PROPN
afs-72267	2645	9	.	.	PUNCT
afs-72267	2646	1	s.l	s.l	PROPN
afs-72267	2646	2	.	.	NOUN
afs-72267	2646	3	constant	constant	ADJ
afs-72267	2646	4	0.119	0.119	NUM
afs-72267	2646	5	0.896	0.896	NUM
afs-72267	2646	6	0.474	0.474	NUM
afs-72267	2646	7	0.600	0.600	NUM
afs-72267	2646	8	(	(	PUNCT
afs-72267	2646	9	0.908	0.908	NUM
afs-72267	2646	10	)	)	PUNCT
afs-72267	2646	11	(	(	PUNCT
afs-72267	2646	12	0.894	0.894	NUM
afs-72267	2646	13	)	)	PUNCT
afs-72267	2646	14	capital	capital	NOUN
afs-72267	2646	15	0.585	0.585	NUM
afs-72267	2646	16	0.102	0.102	NUM
afs-72267	2646	17	0.493	0.493	NUM
afs-72267	2646	18	0.154	0.154	NUM
afs-72267	2646	19	(	(	PUNCT
afs-72267	2646	20	0.347	0.347	NUM
afs-72267	2646	21	)	)	PUNCT
afs-72267	2646	22	(	(	PUNCT
afs-72267	2646	23	0.337	0.337	NUM
afs-72267	2646	24	)	)	PUNCT
afs-72267	2646	25	labour	labour	NOUN
afs-72267	2646	26	0.170	0.170	NUM
afs-72267	2646	27	0.009	0.009	NUM
afs-72267	2646	28	0.110	0.110	NUM
afs-72267	2646	29	0.108	0.108	NUM
afs-72267	2646	30	(	(	PUNCT
afs-72267	2646	31	0.060	0.060	NUM
afs-72267	2646	32	)	)	PUNCT
afs-72267	2646	33	(	(	PUNCT
afs-72267	2646	34	0.066	0.066	NUM
afs-72267	2646	35	)	)	PUNCT
afs-72267	2646	36	external	external	ADJ
afs-72267	2646	37	inputs	input	NOUN
afs-72267	2646	38	—	—	PUNCT
afs-72267	2646	39	o.ool	o.ool	NOUN
afs-72267	2646	40	0.990	0.990	NUM
afs-72267	2646	41	0.017	0.017	NUM
afs-72267	2646	42	0.848	0.848	NUM
afs-72267	2646	43	(	(	PUNCT
afs-72267	2646	44	0.091	0.091	NUM
afs-72267	2646	45	)	)	PUNCT
afs-72267	2646	46	(	(	PUNCT
afs-72267	2646	47	0.088	0.088	NUM
afs-72267	2646	48	)	)	PUNCT
afs-72267	2646	49	research	research	NOUN
afs-72267	2646	50	stock	stock	NOUN
afs-72267	2646	51	0.219	0.219	NUM
afs-72267	2646	52	0.022	0.022	NUM
afs-72267	2646	53	0.169	0.169	NUM
afs-72267	2646	54	0.074	0.074	NUM
afs-72267	2646	55	(	(	PUNCT
afs-72267	2646	56	0.091	0.091	NUM
afs-72267	2646	57	)	)	PUNCT
afs-72267	2646	58	(	(	PUNCT
afs-72267	2646	59	0.091	0.091	NUM
afs-72267	2646	60	)	)	PUNCT
afs-72267	2646	61	extension	extension	NOUN
afs-72267	2646	62	0.108	0.108	NUM
afs-72267	2646	63	0.073	0.073	NUM
afs-72267	2646	64	(	(	PUNCT
afs-72267	2646	65	0.058	0.058	NUM
afs-72267	2646	66	)	)	PUNCT
afs-72267	2646	67	r	r	NOUN
afs-72267	2646	68	2	2	NUM
afs-72267	2646	69	0.985	0.985	NUM
afs-72267	2646	70	0.987	0.987	NUM
afs-72267	2646	71	stand.error	stand.error	NOUN
afs-72267	2646	72	of	of	ADP
afs-72267	2646	73	estimate	estimate	NOUN
afs-72267	2646	74	0.023	0.023	NUM
afs-72267	2646	75	0.022	0.022	NUM
afs-72267	2646	76	f	f	X
afs-72267	2646	77	-	-	PUNCT
afs-72267	2646	78	ratio	ratio	NOUN
afs-72267	2646	79	497.80	497.80	NUM
afs-72267	2646	80	*	*	PUNCT
afs-72267	2646	81	*	*	PUNCT
afs-72267	2646	82	*	*	PUNCT
afs-72267	2647	1	431.49	431.49	NUM
afs-72267	2647	2	*	*	PUNCT
afs-72267	2647	3	*	*	PUNCT
afs-72267	2647	4	*	*	PUNCT
afs-72267	2647	5	d	d	X
afs-72267	2647	6	-	-	PUNCT
afs-72267	2647	7	w	w	NOUN
afs-72267	2647	8	test	test	NOUN
afs-72267	2647	9	value	value	NOUN
afs-72267	2647	10	1.037	1.037	NUM
afs-72267	2647	11	1.117	1.117	NUM
afs-72267	2647	12	selostus	selostus	NOUN
afs-72267	2647	13	maataloustutkimuksen	maataloustutkimuksen	NOUN
afs-72267	2647	14	tuotto	tuotto	PROPN
afs-72267	2647	15	suomessa	suomessa	PROPN
afs-72267	2647	16	1950—1984	1950—1984	PROPN
afs-72267	2647	17	john	john	PROPN
afs-72267	2647	18	sumelius	sumelius	PROPN
afs-72267	2647	19	maatalouden	maatalouden	PROPN
afs-72267	2647	20	taloudellinen	taloudellinen	PROPN
afs-72267	2647	21	tutkimuslaitos	tutkimuslaitos	NOUN
afs-72267	2647	22	tämän	tämän	NOUN
afs-72267	2647	23	tutkimuksen	tutkimuksen	VERB
afs-72267	2647	24	tarkoituksena	tarkoituksena	PROPN
afs-72267	2647	25	on	on	ADP
afs-72267	2647	26	estimoida	estimoida	PROPN
afs-72267	2647	27	yhteiskunnan	yhteiskunnan	PROPN
afs-72267	2647	28	tuotto	tuotto	PROPN
afs-72267	2647	29	maataloustutkimuksesta	maataloustutkimuksesta	PROPN
afs-72267	2647	30	vuosina	vuosina	PROPN
afs-72267	2647	31	1950—1984	1950—1984	PROPN
afs-72267	2647	32	.	.	PUNCT
afs-72267	2648	1	arvioimalla	arvioimalla	PROPN
afs-72267	2648	2	maataloustutkimuksen	maataloustutkimuksen	NOUN
afs-72267	2648	3	yhteiskuntataloudellista	yhteiskuntataloudellista	PROPN
afs-72267	2648	4	korkoa	korkoa	PROPN
afs-72267	2648	5	voidaan	voidaan	PROPN
afs-72267	2649	1	luoda	luoda	PROPN
afs-72267	2649	2	eräs	eräs	PROPN
afs-72267	2649	3	mittapuu	mittapuu	PROPN
afs-72267	2649	4	tutkimusvarojen	tutkimusvarojen	PROPN
afs-72267	2649	5	allokoinnille	allokoinnille	PROPN
afs-72267	2649	6	.	.	PUNCT
afs-72267	2650	1	tarkemmin	tarkemmin	PROPN
afs-72267	2650	2	määriteltynä	määriteltynä	PROPN
afs-72267	2650	3	estimoidaan	estimoidaan	PROPN
afs-72267	2650	4	maataloustutkimuksen	maataloustutkimuksen	PROPN
afs-72267	2650	5	rajakorko	rajakorko	PROPN
afs-72267	2650	6	sekä	sekä	PROPN
afs-72267	2650	7	sisäinen	sisäinen	PROPN
afs-72267	2650	8	rajakorko	rajakorko	PROPN
afs-72267	2650	9	ajanjaksolle	ajanjaksolle	PROPN
afs-72267	2650	10	1950—1984	1950—1984	PROPN
afs-72267	2650	11	.	.	PUNCT
afs-72267	2651	1	maataloustutkimuksen	maataloustutkimuksen	PROPN
afs-72267	2651	2	tuottoa	tuottoa	PROPN
afs-72267	2651	3	arvioitaessa	arvioitaessa	ADV
afs-72267	2651	4	on	on	ADP
afs-72267	2651	5	käytetty	käytetty	PROPN
afs-72267	2651	6	pääasiassa	pääasiassa	PROPN
afs-72267	2651	7	kahta	kahta	PROPN
afs-72267	2651	8	päämenetelmää	päämenetelmää	PROPN
afs-72267	2651	9	;	;	PUNCT
afs-72267	2651	10	tuotantofunktioanalyysia	tuotantofunktioanalyysia	PROPN
afs-72267	2651	11	ja	ja	PROPN
afs-72267	2651	12	hyvinvointiteoriaa	hyvinvointiteoriaa	PROPN
afs-72267	2651	13	.	.	PUNCT
afs-72267	2652	1	menetelmien	menetelmien	PROPN
afs-72267	2652	2	pääperiaatteet	pääperiaatteet	PROPN
afs-72267	2652	3	sekä	sekä	PROPN
afs-72267	2652	4	aikaisemmat	aikaisemmat	PROPN
afs-72267	2652	5	tutkimukset	tutkimukset	PROPN
afs-72267	2652	6	on	on	ADP
afs-72267	2652	7	selostettu	selostettu	PROPN
afs-72267	2652	8	toisessa	toisessa	PROPN
afs-72267	2652	9	luvussa	luvussa	ADJ
afs-72267	2652	10	.	.	PUNCT
afs-72267	2653	1	tuotantofunktioanalyysiin	tuotantofunktioanalyysiin	VERB
afs-72267	2653	2	perustuen	perustuen	NOUN
afs-72267	2653	3	tässä	tässä	NOUN
afs-72267	2653	4	tutkimuksessa	tutkimuksessa	PROPN
afs-72267	2653	5	spesifioidaan	spesifioidaan	PROPN
afs-72267	2653	6	cobb	cobb	PROPN
afs-72267	2653	7	-	-	PUNCT
afs-72267	2653	8	douglas	douglas	PROPN
afs-72267	2653	9	ja	ja	PROPN
afs-72267	2653	10	lineaarisia	lineaarisia	PROPN
afs-72267	2653	11	malleja	malleja	PROPN
afs-72267	2653	12	,	,	PUNCT
afs-72267	2653	13	joihin	joihin	PROPN
afs-72267	2653	14	sisällytetään	sisällytetään	PROPN
afs-72267	2654	1	tutkimusmuuttuja	tutkimusmuuttuja	PROPN
afs-72267	2655	1	kolmen	kolmen	PROPN
afs-72267	2655	2	perinteisen	perinteisen	PROPN
afs-72267	2655	3	ja	ja	PROPN
afs-72267	2655	4	yhden	yhden	PROPN
afs-72267	2655	5	neuvontamuuttujan	neuvontamuuttujan	PROPN
afs-72267	2655	6	lisäksi	lisäksi	PROPN
afs-72267	2655	7	.	.	PUNCT
afs-72267	2656	1	tutkimusmuuttuja	tutkimusmuuttuja	PROPN
afs-72267	2656	2	on	on	ADP
afs-72267	2656	3	määritelty	määritelty	PROPN
afs-72267	2656	4	kahdella	kahdella	PROPN
afs-72267	2656	5	eri	eri	PROPN
afs-72267	2656	6	tavalla	tavalla	PROPN
afs-72267	2656	7	;	;	PUNCT
afs-72267	2656	8	toisaalta	toisaalta	PROPN
afs-72267	2656	9	julkisten	julkisten	VERB
afs-72267	2656	10	tutkimusja	tutkimusja	NOUN
afs-72267	2656	11	korkeakoulumäärärahojenrahavirran	korkeakoulumäärärahojenrahavirran	NOUN
afs-72267	2656	12	perusteella	perusteella	NOUN
afs-72267	2656	13	,	,	PUNCT
afs-72267	2656	14	toisaalta	toisaalta	ADP
afs-72267	2656	15	karttuvan	karttuvan	PROPN
afs-72267	2656	16	tutkimuspääomanperusteella	tutkimuspääomanperusteella	PROPN
afs-72267	2656	17	.	.	PUNCT
afs-72267	2657	1	tutkimuspanos	tutkimuspanos	PROPN
afs-72267	2657	2	on	on	ADP
afs-72267	2657	3	samoin	samoin	PROPN
afs-72267	2657	4	määritelty	määritelty	PROPN
afs-72267	2657	5	toisaalta	toisaalta	VERB
afs-72267	2657	6	pelkän	pelkän	PROPN
afs-72267	2657	7	julkisen	julkisen	PROPN
afs-72267	2657	8	tutkimuspanoksen	tutkimuspanoksen	PROPN
afs-72267	2657	9	jakorkeakouluopetuksen	jakorkeakouluopetuksen	PROPN
afs-72267	2657	10	perusteella	perusteella	PROPN
afs-72267	2657	11	,	,	PUNCT
afs-72267	2657	12	toisaalta	toisaalta	PROPN
afs-72267	2657	13	julkisen	julkisen	PROPN
afs-72267	2657	14	ja	ja	PROPN
afs-72267	2657	15	yksityisen	yksityisen	PROPN
afs-72267	2657	16	sektorin	sektorin	PROPN
afs-72267	2657	17	tutkimuspanoksen	tutkimuspanoksen	PROPN
afs-72267	2657	18	perusteella	perusteella	NOUN
afs-72267	2657	19	.	.	PUNCT
afs-72267	2658	1	tutkimusjoustoestimaattien	tutkimusjoustoestimaattien	PROPN
afs-72267	2658	2	avulla	avulla	PROPN
afs-72267	2658	3	lasketaan	lasketaan	PROPN
afs-72267	2658	4	rajakorko	rajakorko	PROPN
afs-72267	2658	5	.	.	PUNCT
afs-72267	2659	1	valtiontuki	valtiontuki	PROPN
afs-72267	2659	2	neuvontajärjestöille	neuvontajärjestöille	PROPN
afs-72267	2659	3	huomioidaan	huomioidaan	PROPN
afs-72267	2659	4	lopullisessa	lopullisessa	PROPN
afs-72267	2659	5	laskelmassa	laskelmassa	PROPN
afs-72267	2659	6	.	.	PUNCT
afs-72267	2660	1	tutkimuspääomaestimaatteihin	tutkimuspääomaestimaatteihin	PROPN
afs-72267	2660	2	nojautuen	nojautuen	PROPN
afs-72267	2660	3	julkisen	julkisen	PROPN
afs-72267	2660	4	maataloustutkimuksen	maataloustutkimuksen	PROPN
afs-72267	2660	5	rajakoroksi	rajakoroksi	NOUN
afs-72267	2660	6	on	on	ADP
afs-72267	2660	7	saatu	saatu	PROPN
afs-72267	2660	8	183—191	183—191	PROPN
afs-72267	2660	9	%	%	NOUN
afs-72267	2660	10	.	.	PUNCT
afs-72267	2661	1	tämä	tämä	NOUN
afs-72267	2661	2	on	on	ADP
afs-72267	2661	3	tulkittava	tulkittava	PROPN
afs-72267	2661	4	niin	niin	PROPN
afs-72267	2661	5	,	,	PUNCT
afs-72267	2661	6	että	että	NOUN
afs-72267	2661	7	maataloustutkimuksen	maataloustutkimuksen	VERB
afs-72267	2661	8	yhden	yhden	ADJ
afs-72267	2661	9	markan	markan	ADJ
afs-72267	2661	10	lisäys	lisäys	PROPN
afs-72267	2661	11	kyseessä	kyseessä	PROPN
afs-72267	2661	12	olevina	olevina	PROPN
afs-72267	2661	13	vuosina	vuosina	PROPN
afs-72267	2661	14	olisi	olisi	PROPN
afs-72267	2661	15	palautunut	palautunut	PROPN
afs-72267	2661	16	lähes	lähe	NOUN
afs-72267	2661	17	kaksinkertaisena	kaksinkertaisena	PROPN
afs-72267	2662	1	vuotuisena	vuotuisena	PROPN
afs-72267	2662	2	reaalikorkona	reaalikorkona	PROPN
afs-72267	2662	3	tuottajille	tuottajille	PROPN
afs-72267	2662	4	ja	ja	PROPN
afs-72267	2662	5	kuluttajille	kuluttajille	PROPN
afs-72267	2662	6	.	.	PUNCT
afs-72267	2663	1	tutkimusmäärärahojen	tutkimusmäärärahojen	NOUN
afs-72267	2663	2	rahavirran	rahavirran	VERB
afs-72267	2663	3	perusteella	perusteella	PROPN
afs-72267	2663	4	estimoitu	estimoitu	PROPN
afs-72267	2663	5	sisäinen	sisäinen	PROPN
afs-72267	2663	6	rajakorko	rajakorko	PROPN
afs-72267	2663	7	on	on	ADP
afs-72267	2663	8	ollut	ollut	ADJ
afs-72267	2663	9	20—62	20—62	NUM
afs-72267	2663	10	%	%	NOUN
afs-72267	2663	11	riippuen	riippuen	NOUN
afs-72267	2663	12	viiveen	viiveen	NOUN
afs-72267	2663	13	pituudesta	pituudesta	NOUN
afs-72267	2663	14	(	(	PUNCT
afs-72267	2663	15	4—10	4—10	PROPN
afs-72267	2663	16	vuotta	vuotta	PROPN
afs-72267	2663	17	)	)	PUNCT
afs-72267	2663	18	.	.	PUNCT
afs-72267	2664	1	354	354	NUM