id	sid	tid	token	lemma	pos
bae-3224	1	1	issn	issn	PROPN
bae-3224	1	2	2280	2280	NUM
bae-3224	1	3	-	-	SYM
bae-3224	1	4	6180	6180	NUM
bae-3224	1	5	(	(	PUNCT
bae-3224	1	6	print	print	NOUN
bae-3224	1	7	)	)	PUNCT
bae-3224	1	8	©	©	PROPN
bae-3224	1	9	firenze	firenze	PROPN
bae-3224	1	10	university	university	PROPN
bae-3224	1	11	press	press	NOUN
bae-3224	1	12	issn	issn	VERB
bae-3224	1	13	2280	2280	NUM
bae-3224	1	14	-	-	SYM
bae-3224	1	15	6172	6172	NUM
bae-3224	1	16	(	(	PUNCT
bae-3224	1	17	online	online	ADJ
bae-3224	1	18	)	)	PUNCT
bae-3224	1	19	www.fupress.com/bae	www.fupress.com/bae	NOUN
bae-3224	1	20	bio	bio	NOUN
bae-3224	1	21	-	-	PUNCT
bae-3224	1	22	based	base	VERB
bae-3224	1	23	and	and	CCONJ
bae-3224	1	24	applied	apply	VERB
bae-3224	1	25	economics	economic	NOUN
bae-3224	1	26	1(2	1(2	NUM
bae-3224	1	27	):	):	PUNCT
bae-3224	1	28	175	175	NUM
bae-3224	1	29	-	-	SYM
bae-3224	1	30	198	198	NUM
bae-3224	1	31	,	,	PUNCT
bae-3224	1	32	2012	2012	NUM
bae-3224	1	33	efficiency	efficiency	NOUN
bae-3224	1	34	and	and	CCONJ
bae-3224	1	35	farm	farm	NOUN
bae-3224	1	36	size	size	NOUN
bae-3224	1	37	in	in	ADP
bae-3224	1	38	philippine	philippine	ADJ
bae-3224	1	39	aquaculture	aquaculture	NOUN
bae-3224	1	40	.	.	PUNCT
bae-3224	2	1	analysis	analysis	NOUN
bae-3224	2	2	in	in	ADP
bae-3224	2	3	a	a	DET
bae-3224	2	4	ray	ray	NOUN
bae-3224	2	5	production	production	NOUN
bae-3224	2	6	frontier	frontier	NOUN
bae-3224	2	7	framework	framework	NOUN
bae-3224	2	8	xavier	xavier	PROPN
bae-3224	2	9	irz1	irz1	PROPN
bae-3224	2	10	,	,	PUNCT
bae-3224	2	11	james	james	PROPN
bae-3224	2	12	r.	r.	PROPN
bae-3224	2	13	stevenson	stevenson	PROPN
bae-3224	2	14	mtt	mtt	PROPN
bae-3224	2	15	agrifood	agrifood	PROPN
bae-3224	2	16	research	research	PROPN
bae-3224	2	17	finland	finland	PROPN
bae-3224	2	18	,	,	PUNCT
bae-3224	2	19	economic	economic	ADJ
bae-3224	2	20	research	research	NOUN
bae-3224	2	21	unit	unit	NOUN
bae-3224	2	22	,	,	PUNCT
bae-3224	2	23	finland	finland	PROPN
bae-3224	2	24	abstract	abstract	NOUN
bae-3224	2	25	.	.	PUNCT
bae-3224	3	1	we	we	PRON
bae-3224	3	2	investigate	investigate	VERB
bae-3224	3	3	the	the	DET
bae-3224	3	4	existence	existence	NOUN
bae-3224	3	5	of	of	ADP
bae-3224	3	6	an	an	DET
bae-3224	3	7	inverse	inverse	NOUN
bae-3224	3	8	relationship	relationship	NOUN
bae-3224	3	9	(	(	PUNCT
bae-3224	3	10	ir	ir	NOUN
bae-3224	3	11	)	)	PUNCT
bae-3224	3	12	between	between	ADP
bae-3224	3	13	farm	farm	NOUN
bae-3224	3	14	size	size	NOUN
bae-3224	3	15	and	and	CCONJ
bae-3224	3	16	technical	technical	ADJ
bae-3224	3	17	efficiency	efficiency	NOUN
bae-3224	3	18	in	in	ADP
bae-3224	3	19	philippine	philippine	ADJ
bae-3224	3	20	brackishwater	brackishwater	NOUN
bae-3224	3	21	pond	pond	NOUN
bae-3224	3	22	aquaculture	aquaculture	NOUN
bae-3224	3	23	.	.	PUNCT
bae-3224	4	1	the	the	DET
bae-3224	4	2	study	study	NOUN
bae-3224	4	3	is	be	AUX
bae-3224	4	4	motivated	motivate	VERB
bae-3224	4	5	by	by	ADP
bae-3224	4	6	the	the	DET
bae-3224	4	7	exemption	exemption	NOUN
bae-3224	4	8	of	of	ADP
bae-3224	4	9	fish	fish	NOUN
bae-3224	4	10	ponds	pond	NOUN
bae-3224	4	11	from	from	ADP
bae-3224	4	12	the	the	DET
bae-3224	4	13	comprehensive	comprehensive	ADJ
bae-3224	4	14	agrarian	agrarian	ADJ
bae-3224	4	15	reform	reform	NOUN
bae-3224	4	16	laws	law	NOUN
bae-3224	4	17	and	and	CCONJ
bae-3224	4	18	suggestions	suggestion	NOUN
bae-3224	4	19	in	in	ADP
bae-3224	4	20	the	the	DET
bae-3224	4	21	literature	literature	NOUN
bae-3224	4	22	of	of	ADP
bae-3224	4	23	inefficient	inefficient	ADJ
bae-3224	4	24	management	management	NOUN
bae-3224	4	25	of	of	ADP
bae-3224	4	26	fish	fish	NOUN
bae-3224	4	27	farms	farm	NOUN
bae-3224	4	28	.	.	PUNCT
bae-3224	5	1	the	the	DET
bae-3224	5	2	analysis	analysis	NOUN
bae-3224	5	3	of	of	ADP
bae-3224	5	4	technical	technical	ADJ
bae-3224	5	5	efficiency	efficiency	NOUN
bae-3224	5	6	is	be	AUX
bae-3224	5	7	based	base	VERB
bae-3224	5	8	on	on	ADP
bae-3224	5	9	the	the	DET
bae-3224	5	10	estimation	estimation	NOUN
bae-3224	5	11	of	of	ADP
bae-3224	5	12	a	a	DET
bae-3224	5	13	multi	multi	ADJ
bae-3224	5	14	-	-	ADJ
bae-3224	5	15	product	product	ADJ
bae-3224	5	16	ray	ray	NOUN
bae-3224	5	17	production	production	NOUN
bae-3224	5	18	function	function	NOUN
bae-3224	5	19	estimated	estimate	VERB
bae-3224	5	20	in	in	ADP
bae-3224	5	21	a	a	DET
bae-3224	5	22	stochastic	stochastic	ADJ
bae-3224	5	23	frontier	frontier	NOUN
bae-3224	5	24	framework	framework	NOUN
bae-3224	5	25	.	.	PUNCT
bae-3224	6	1	there	there	PRON
bae-3224	6	2	is	be	VERB
bae-3224	6	3	some	some	DET
bae-3224	6	4	evidence	evidence	NOUN
bae-3224	6	5	of	of	ADP
bae-3224	6	6	an	an	DET
bae-3224	6	7	ir	ir	NOUN
bae-3224	6	8	but	but	CCONJ
bae-3224	6	9	of	of	ADP
bae-3224	6	10	only	only	ADV
bae-3224	6	11	limited	limited	ADJ
bae-3224	6	12	strength	strength	NOUN
bae-3224	6	13	.	.	PUNCT
bae-3224	7	1	hence	hence	ADV
bae-3224	7	2	,	,	PUNCT
bae-3224	7	3	it	it	PRON
bae-3224	7	4	is	be	AUX
bae-3224	7	5	unlikely	unlikely	ADJ
bae-3224	7	6	that	that	SCONJ
bae-3224	7	7	agrarian	agrarian	ADJ
bae-3224	7	8	reform	reform	NOUN
bae-3224	7	9	is	be	AUX
bae-3224	7	10	the	the	DET
bae-3224	7	11	key	key	NOUN
bae-3224	7	12	to	to	ADP
bae-3224	7	13	unlocking	unlock	VERB
bae-3224	7	14	the	the	DET
bae-3224	7	15	productive	productive	ADJ
bae-3224	7	16	potential	potential	NOUN
bae-3224	7	17	of	of	ADP
bae-3224	7	18	brackishwater	brackishwater	NOUN
bae-3224	7	19	aquaculture	aquaculture	NOUN
bae-3224	7	20	in	in	ADP
bae-3224	7	21	the	the	DET
bae-3224	7	22	philippines	philippine	NOUN
bae-3224	7	23	.	.	PUNCT
bae-3224	8	1	keywords	keyword	NOUN
bae-3224	8	2	.	.	PUNCT
bae-3224	9	1	aquaculture	aquaculture	NOUN
bae-3224	9	2	,	,	PUNCT
bae-3224	9	3	inverse	inverse	NOUN
bae-3224	9	4	relationship	relationship	NOUN
bae-3224	9	5	,	,	PUNCT
bae-3224	9	6	ray	ray	NOUN
bae-3224	9	7	production	production	NOUN
bae-3224	9	8	function	function	NOUN
bae-3224	9	9	,	,	PUNCT
bae-3224	9	10	efficiency	efficiency	NOUN
bae-3224	9	11	,	,	PUNCT
bae-3224	9	12	land	land	NOUN
bae-3224	9	13	reform	reform	NOUN
bae-3224	9	14	,	,	PUNCT
bae-3224	9	15	philippines	philippines	PROPN
bae-3224	9	16	jel	jel	NOUN
bae-3224	9	17	-	-	NOUN
bae-3224	9	18	codes	code	NOUN
bae-3224	9	19	.	.	PUNCT
bae-3224	10	1	q15	q15	NOUN
bae-3224	10	2	,	,	PUNCT
bae-3224	10	3	o13	o13	VERB
bae-3224	10	4	as	as	ADP
bae-3224	10	5	global	global	ADJ
bae-3224	10	6	production	production	NOUN
bae-3224	10	7	of	of	ADP
bae-3224	10	8	capture	capture	NOUN
bae-3224	10	9	fisheries	fishery	NOUN
bae-3224	10	10	stagnated	stagnate	VERB
bae-3224	10	11	over	over	ADP
bae-3224	10	12	the	the	DET
bae-3224	10	13	last	last	ADJ
bae-3224	10	14	decade	decade	NOUN
bae-3224	10	15	,	,	PUNCT
bae-3224	10	16	output	output	NOUN
bae-3224	10	17	from	from	ADP
bae-3224	10	18	aquaculture	aquaculture	NOUN
bae-3224	10	19	expanded	expand	VERB
bae-3224	10	20	steadily	steadily	ADV
bae-3224	10	21	,	,	PUNCT
bae-3224	10	22	making	make	VERB
bae-3224	10	23	aquaculture	aquaculture	NOUN
bae-3224	10	24	one	one	NUM
bae-3224	10	25	of	of	ADP
bae-3224	10	26	the	the	DET
bae-3224	10	27	fastest	fast	ADJ
bae-3224	10	28	growing	grow	VERB
bae-3224	10	29	food	food	NOUN
bae-3224	10	30	-	-	PUNCT
bae-3224	10	31	producing	produce	VERB
bae-3224	10	32	sub	sub	NOUN
bae-3224	10	33	-	-	NOUN
bae-3224	10	34	sectors	sector	NOUN
bae-3224	10	35	globally	globally	ADV
bae-3224	10	36	(	(	PUNCT
bae-3224	10	37	ahmed	ahmed	PROPN
bae-3224	10	38	and	and	CCONJ
bae-3224	10	39	lorica	lorica	PROPN
bae-3224	10	40	,	,	PUNCT
bae-3224	10	41	2002	2002	NUM
bae-3224	10	42	;	;	PUNCT
bae-3224	10	43	fao	fao	PROPN
bae-3224	10	44	,	,	PUNCT
bae-3224	10	45	2002	2002	NUM
bae-3224	10	46	)	)	PUNCT
bae-3224	10	47	.	.	PUNCT
bae-3224	11	1	this	this	DET
bae-3224	11	2	spectacular	spectacular	ADJ
bae-3224	11	3	development	development	NOUN
bae-3224	11	4	has	have	AUX
bae-3224	11	5	sometimes	sometimes	ADV
bae-3224	11	6	been	be	AUX
bae-3224	11	7	described	describe	VERB
bae-3224	11	8	as	as	ADP
bae-3224	11	9	a	a	DET
bae-3224	11	10	blue	blue	ADJ
bae-3224	11	11	revolution	revolution	NOUN
bae-3224	11	12	,	,	PUNCT
bae-3224	11	13	with	with	ADP
bae-3224	11	14	the	the	DET
bae-3224	11	15	underlying	underlying	ADJ
bae-3224	11	16	idea	idea	NOUN
bae-3224	11	17	that	that	SCONJ
bae-3224	11	18	aquaculture	aquaculture	NOUN
bae-3224	11	19	has	have	VERB
bae-3224	11	20	the	the	DET
bae-3224	11	21	potential	potential	NOUN
bae-3224	11	22	to	to	PART
bae-3224	11	23	solve	solve	VERB
bae-3224	11	24	some	some	DET
bae-3224	11	25	aspects	aspect	NOUN
bae-3224	11	26	of	of	ADP
bae-3224	11	27	the	the	DET
bae-3224	11	28	world	world	NOUN
bae-3224	11	29	’s	’s	PART
bae-3224	11	30	chronic	chronic	ADJ
bae-3224	11	31	hunger	hunger	NOUN
bae-3224	11	32	and	and	CCONJ
bae-3224	11	33	malnutrition	malnutrition	NOUN
bae-3224	11	34	problems	problem	NOUN
bae-3224	11	35	(	(	PUNCT
bae-3224	11	36	coull	coull	NOUN
bae-3224	11	37	,	,	PUNCT
bae-3224	11	38	1993	1993	NUM
bae-3224	11	39	)	)	PUNCT
bae-3224	11	40	.	.	PUNCT
bae-3224	12	1	while	while	SCONJ
bae-3224	12	2	there	there	PRON
bae-3224	12	3	is	be	VERB
bae-3224	12	4	no	no	DET
bae-3224	12	5	arguing	arguing	NOUN
bae-3224	12	6	with	with	ADP
bae-3224	12	7	the	the	DET
bae-3224	12	8	increase	increase	NOUN
bae-3224	12	9	in	in	ADP
bae-3224	12	10	aquaculture	aquaculture	NOUN
bae-3224	12	11	production	production	NOUN
bae-3224	12	12	,	,	PUNCT
bae-3224	12	13	it	it	PRON
bae-3224	12	14	is	be	AUX
bae-3224	12	15	however	however	ADV
bae-3224	12	16	necessary	necessary	ADJ
bae-3224	12	17	to	to	PART
bae-3224	12	18	acknowledge	acknowledge	VERB
bae-3224	12	19	that	that	SCONJ
bae-3224	12	20	this	this	DET
bae-3224	12	21	development	development	NOUN
bae-3224	12	22	has	have	AUX
bae-3224	12	23	generated	generate	VERB
bae-3224	12	24	a	a	DET
bae-3224	12	25	number	number	NOUN
bae-3224	12	26	of	of	ADP
bae-3224	12	27	social	social	ADJ
bae-3224	12	28	,	,	PUNCT
bae-3224	12	29	environmental	environmental	ADJ
bae-3224	12	30	and	and	CCONJ
bae-3224	12	31	economic	economic	ADJ
bae-3224	12	32	problems	problem	NOUN
bae-3224	12	33	.	.	PUNCT
bae-3224	13	1	hence	hence	ADV
bae-3224	13	2	,	,	PUNCT
bae-3224	13	3	questions	question	NOUN
bae-3224	13	4	have	have	AUX
bae-3224	13	5	been	be	AUX
bae-3224	13	6	raised	raise	VERB
bae-3224	13	7	about	about	ADP
bae-3224	13	8	the	the	DET
bae-3224	13	9	ecological	ecological	ADJ
bae-3224	13	10	impact	impact	NOUN
bae-3224	13	11	of	of	ADP
bae-3224	13	12	aquaculture	aquaculture	NOUN
bae-3224	13	13	,	,	PUNCT
bae-3224	13	14	in	in	ADP
bae-3224	13	15	particular	particular	ADJ
bae-3224	13	16	with	with	ADP
bae-3224	13	17	regard	regard	NOUN
bae-3224	13	18	to	to	ADP
bae-3224	13	19	biodiversity	biodiversity	NOUN
bae-3224	13	20	(	(	PUNCT
bae-3224	13	21	jana	jana	PROPN
bae-3224	13	22	and	and	CCONJ
bae-3224	13	23	webster	webster	PROPN
bae-3224	13	24	,	,	PUNCT
bae-3224	13	25	2003	2003	NUM
bae-3224	13	26	;	;	PUNCT
bae-3224	13	27	tisdell	tisdell	VERB
bae-3224	13	28	,	,	PUNCT
bae-3224	13	29	2003	2003	NUM
bae-3224	13	30	)	)	PUNCT
bae-3224	13	31	and	and	CCONJ
bae-3224	13	32	mangrove	mangrove	VERB
bae-3224	13	33	destruction	destruction	NOUN
bae-3224	13	34	(	(	PUNCT
bae-3224	13	35	primavera	primavera	PROPN
bae-3224	13	36	,	,	PUNCT
bae-3224	13	37	2000	2000	NUM
bae-3224	13	38	)	)	PUNCT
bae-3224	13	39	;	;	PUNCT
bae-3224	13	40	about	about	ADP
bae-3224	13	41	the	the	DET
bae-3224	13	42	equity	equity	NOUN
bae-3224	13	43	of	of	ADP
bae-3224	13	44	its	its	PRON
bae-3224	13	45	development	development	NOUN
bae-3224	13	46	(	(	PUNCT
bae-3224	13	47	primavera	primavera	PROPN
bae-3224	13	48	,	,	PUNCT
bae-3224	13	49	1997	1997	NUM
bae-3224	13	50	;	;	PUNCT
bae-3224	13	51	alauddin	alauddin	NOUN
bae-3224	13	52	and	and	CCONJ
bae-3224	13	53	tisdell	tisdell	VERB
bae-3224	13	54	,	,	PUNCT
bae-3224	13	55	1998	1998	NUM
bae-3224	13	56	;	;	PUNCT
bae-3224	13	57	coull	coull	NOUN
bae-3224	13	58	,	,	PUNCT
bae-3224	13	59	1993	1993	NUM
bae-3224	13	60	)	)	PUNCT
bae-3224	13	61	and	and	CCONJ
bae-3224	13	62	about	about	ADP
bae-3224	13	63	its	its	PRON
bae-3224	13	64	food	food	NOUN
bae-3224	13	65	security	security	NOUN
bae-3224	13	66	benefits	benefit	NOUN
bae-3224	13	67	(	(	PUNCT
bae-3224	13	68	naylor	naylor	PROPN
bae-3224	13	69	et	et	PROPN
bae-3224	13	70	al	al	PROPN
bae-3224	13	71	.	.	PROPN
bae-3224	13	72	,	,	PUNCT
bae-3224	13	73	2000	2000	NUM
bae-3224	13	74	;	;	PUNCT
bae-3224	13	75	primavera	primavera	PROPN
bae-3224	13	76	,	,	PUNCT
bae-3224	13	77	1997	1997	NUM
bae-3224	13	78	)	)	PUNCT
bae-3224	13	79	.	.	PUNCT
bae-3224	14	1	aquaculture	aquaculture	NOUN
bae-3224	14	2	development	development	NOUN
bae-3224	14	3	in	in	ADP
bae-3224	14	4	the	the	DET
bae-3224	14	5	philippines	philippine	NOUN
bae-3224	14	6	fits	fit	VERB
bae-3224	14	7	the	the	DET
bae-3224	14	8	global	global	ADJ
bae-3224	14	9	picture	picture	NOUN
bae-3224	14	10	described	describe	VERB
bae-3224	14	11	above	above	ADV
bae-3224	14	12	.	.	PUNCT
bae-3224	15	1	yap	yap	NOUN
bae-3224	15	2	(	(	PUNCT
bae-3224	15	3	1999	1999	NUM
bae-3224	15	4	)	)	PUNCT
bae-3224	15	5	reports	report	VERB
bae-3224	15	6	that	that	SCONJ
bae-3224	15	7	aquaculture	aquaculture	NOUN
bae-3224	15	8	output	output	NOUN
bae-3224	15	9	in	in	ADP
bae-3224	15	10	the	the	DET
bae-3224	15	11	country	country	NOUN
bae-3224	15	12	grew	grow	VERB
bae-3224	15	13	at	at	ADP
bae-3224	15	14	the	the	DET
bae-3224	15	15	average	average	ADJ
bae-3224	15	16	annual	annual	ADJ
bae-3224	15	17	rate	rate	NOUN
bae-3224	15	18	of	of	ADP
bae-3224	15	19	5.4	5.4	NUM
bae-3224	15	20	%	%	NOUN
bae-3224	15	21	in	in	ADP
bae-3224	15	22	the	the	DET
bae-3224	15	23	1990s	1990	NOUN
bae-3224	15	24	and	and	CCONJ
bae-3224	15	25	that	that	SCONJ
bae-3224	15	26	its	its	PRON
bae-3224	15	27	share	share	NOUN
bae-3224	15	28	of	of	ADP
bae-3224	15	29	total	total	ADJ
bae-3224	15	30	fisheries	fishery	NOUN
bae-3224	15	31	production	production	NOUN
bae-3224	15	32	keeps	keep	VERB
bae-3224	15	33	increasing	increase	VERB
bae-3224	15	34	.	.	PUNCT
bae-3224	16	1	yet	yet	ADV
bae-3224	16	2	,	,	PUNCT
bae-3224	16	3	its	its	PRON
bae-3224	16	4	development	development	NOUN
bae-3224	16	5	has	have	AUX
bae-3224	16	6	had	have	VERB
bae-3224	16	7	a	a	DET
bae-3224	16	8	detrimental	detrimental	ADJ
bae-3224	16	9	effect	effect	NOUN
bae-3224	16	10	on	on	ADP
bae-3224	16	11	mangroves	mangrove	NOUN
bae-3224	16	12	,	,	PUNCT
bae-3224	16	13	resulted	result	VERB
bae-3224	16	14	in	in	ADP
bae-3224	16	15	the	the	DET
bae-3224	16	16	salinisa1	salinisa1	NOUN
bae-3224	16	17	corresponding	correspond	VERB
bae-3224	16	18	author	author	NOUN
bae-3224	16	19	:	:	PUNCT
bae-3224	16	20	xavier.irz@mtt.fi	xavier.irz@mtt.fi	PROPN
bae-3224	16	21	.	.	NOUN
bae-3224	16	22	176	176	NUM
bae-3224	16	23	x.	x.	NOUN
bae-3224	16	24	irz	irz	PROPN
bae-3224	16	25	,	,	PUNCT
bae-3224	16	26	j.r	j.r	PROPN
bae-3224	16	27	.	.	PROPN
bae-3224	16	28	stevenson	stevenson	PROPN
bae-3224	16	29	tion	tion	NOUN
bae-3224	16	30	of	of	ADP
bae-3224	16	31	previously	previously	ADV
bae-3224	16	32	productive	productive	ADJ
bae-3224	16	33	agricultural	agricultural	ADJ
bae-3224	16	34	land	land	NOUN
bae-3224	16	35	,	,	PUNCT
bae-3224	16	36	generated	generate	VERB
bae-3224	16	37	conflicts	conflict	NOUN
bae-3224	16	38	over	over	ADP
bae-3224	16	39	the	the	DET
bae-3224	16	40	use	use	NOUN
bae-3224	16	41	of	of	ADP
bae-3224	16	42	natural	natural	ADJ
bae-3224	16	43	resources	resource	NOUN
bae-3224	16	44	(	(	PUNCT
bae-3224	16	45	yap	yap	NOUN
bae-3224	16	46	,	,	PUNCT
bae-3224	16	47	1999	1999	NUM
bae-3224	16	48	)	)	PUNCT
bae-3224	16	49	and	and	CCONJ
bae-3224	16	50	some	some	PRON
bae-3224	16	51	have	have	AUX
bae-3224	16	52	even	even	ADV
bae-3224	16	53	argued	argue	VERB
bae-3224	16	54	that	that	SCONJ
bae-3224	16	55	it	it	PRON
bae-3224	16	56	has	have	AUX
bae-3224	16	57	been	be	AUX
bae-3224	16	58	responsible	responsible	ADJ
bae-3224	16	59	for	for	ADP
bae-3224	16	60	the	the	DET
bae-3224	16	61	marginalisation	marginalisation	NOUN
bae-3224	16	62	of	of	ADP
bae-3224	16	63	some	some	DET
bae-3224	16	64	coastal	coastal	ADJ
bae-3224	16	65	communities	community	NOUN
bae-3224	16	66	and	and	CCONJ
bae-3224	16	67	an	an	DET
bae-3224	16	68	increase	increase	NOUN
bae-3224	16	69	in	in	ADP
bae-3224	16	70	the	the	DET
bae-3224	16	71	rate	rate	NOUN
bae-3224	16	72	of	of	ADP
bae-3224	16	73	unemployment	unemployment	NOUN
bae-3224	16	74	(	(	PUNCT
bae-3224	16	75	primavera	primavera	PROPN
bae-3224	16	76	,	,	PUNCT
bae-3224	16	77	1997	1997	NUM
bae-3224	16	78	)	)	PUNCT
bae-3224	16	79	.	.	PUNCT
bae-3224	17	1	against	against	ADP
bae-3224	17	2	this	this	DET
bae-3224	17	3	background	background	NOUN
bae-3224	17	4	,	,	PUNCT
bae-3224	17	5	the	the	DET
bae-3224	17	6	aim	aim	NOUN
bae-3224	17	7	of	of	ADP
bae-3224	17	8	this	this	DET
bae-3224	17	9	article	article	NOUN
bae-3224	17	10	is	be	AUX
bae-3224	17	11	to	to	PART
bae-3224	17	12	address	address	VERB
bae-3224	17	13	one	one	NUM
bae-3224	17	14	equity	equity	NOUN
bae-3224	17	15	aspect	aspect	NOUN
bae-3224	17	16	of	of	ADP
bae-3224	17	17	aquaculture	aquaculture	NOUN
bae-3224	17	18	development	development	NOUN
bae-3224	17	19	in	in	ADP
bae-3224	17	20	the	the	DET
bae-3224	17	21	philippines	philippine	NOUN
bae-3224	17	22	that	that	PRON
bae-3224	17	23	relates	relate	VERB
bae-3224	17	24	to	to	ADP
bae-3224	17	25	the	the	DET
bae-3224	17	26	distribution	distribution	NOUN
bae-3224	17	27	of	of	ADP
bae-3224	17	28	fishpond	fishpond	NOUN
bae-3224	17	29	holdings.2	holdings.2	VERB
bae-3224	17	30	we	we	PRON
bae-3224	17	31	investigate	investigate	VERB
bae-3224	17	32	whether	whether	SCONJ
bae-3224	17	33	there	there	PRON
bae-3224	17	34	is	be	VERB
bae-3224	17	35	evidence	evidence	NOUN
bae-3224	17	36	of	of	ADP
bae-3224	17	37	an	an	DET
bae-3224	17	38	inverse	inverse	NOUN
bae-3224	17	39	relationship	relationship	NOUN
bae-3224	17	40	(	(	PUNCT
bae-3224	17	41	ir	ir	NOUN
bae-3224	17	42	)	)	PUNCT
bae-3224	17	43	between	between	ADP
bae-3224	17	44	farm	farm	NOUN
bae-3224	17	45	size	size	NOUN
bae-3224	17	46	and	and	CCONJ
bae-3224	17	47	technical	technical	ADJ
bae-3224	17	48	efficiency	efficiency	NOUN
bae-3224	17	49	in	in	ADP
bae-3224	17	50	brackishwater	brackishwater	NOUN
bae-3224	17	51	aquaculture	aquaculture	NOUN
bae-3224	17	52	in	in	ADP
bae-3224	17	53	order	order	NOUN
bae-3224	17	54	to	to	PART
bae-3224	17	55	evaluate	evaluate	VERB
bae-3224	17	56	the	the	DET
bae-3224	17	57	case	case	NOUN
bae-3224	17	58	,	,	PUNCT
bae-3224	17	59	on	on	ADP
bae-3224	17	60	efficiency	efficiency	NOUN
bae-3224	17	61	ground	ground	NOUN
bae-3224	17	62	,	,	PUNCT
bae-3224	17	63	for	for	ADP
bae-3224	17	64	reform	reform	NOUN
bae-3224	17	65	of	of	ADP
bae-3224	17	66	the	the	DET
bae-3224	17	67	existing	exist	VERB
bae-3224	17	68	tenurial	tenurial	ADJ
bae-3224	17	69	system	system	NOUN
bae-3224	17	70	,	,	PUNCT
bae-3224	17	71	land	land	NOUN
bae-3224	17	72	redistribution	redistribution	NOUN
bae-3224	17	73	,	,	PUNCT
bae-3224	17	74	or	or	CCONJ
bae-3224	17	75	other	other	ADJ
bae-3224	17	76	policies	policy	NOUN
bae-3224	17	77	aimed	aim	VERB
bae-3224	17	78	at	at	ADP
bae-3224	17	79	improving	improve	VERB
bae-3224	17	80	the	the	DET
bae-3224	17	81	functioning	functioning	NOUN
bae-3224	17	82	of	of	ADP
bae-3224	17	83	the	the	DET
bae-3224	17	84	land	land	NOUN
bae-3224	17	85	market	market	NOUN
bae-3224	17	86	.	.	PUNCT
bae-3224	18	1	the	the	DET
bae-3224	18	2	study	study	NOUN
bae-3224	18	3	is	be	AUX
bae-3224	18	4	motivated	motivate	VERB
bae-3224	18	5	first	first	ADV
bae-3224	18	6	by	by	ADP
bae-3224	18	7	a	a	DET
bae-3224	18	8	common	common	ADJ
bae-3224	18	9	perception	perception	NOUN
bae-3224	18	10	that	that	SCONJ
bae-3224	18	11	the	the	DET
bae-3224	18	12	vast	vast	ADJ
bae-3224	18	13	areas	area	NOUN
bae-3224	18	14	of	of	ADP
bae-3224	18	15	philippine	philippine	ADJ
bae-3224	18	16	brackishwaters3	brackishwaters3	PROPN
bae-3224	18	17	represent	represent	VERB
bae-3224	18	18	a	a	DET
bae-3224	18	19	valuable	valuable	ADJ
bae-3224	18	20	resource	resource	NOUN
bae-3224	18	21	that	that	PRON
bae-3224	18	22	is	be	AUX
bae-3224	18	23	not	not	PART
bae-3224	18	24	exploited	exploit	VERB
bae-3224	18	25	optimally	optimally	ADV
bae-3224	18	26	and	and	CCONJ
bae-3224	18	27	is	be	AUX
bae-3224	18	28	not	not	PART
bae-3224	18	29	contributing	contribute	VERB
bae-3224	18	30	fully	fully	ADV
bae-3224	18	31	to	to	ADP
bae-3224	18	32	the	the	DET
bae-3224	18	33	development	development	NOUN
bae-3224	18	34	process	process	NOUN
bae-3224	18	35	of	of	ADP
bae-3224	18	36	coastal	coastal	ADJ
bae-3224	18	37	areas	area	NOUN
bae-3224	18	38	.	.	PUNCT
bae-3224	19	1	we	we	PRON
bae-3224	19	2	believe	believe	VERB
bae-3224	19	3	that	that	SCONJ
bae-3224	19	4	it	it	PRON
bae-3224	19	5	will	will	AUX
bae-3224	19	6	make	make	VERB
bae-3224	19	7	a	a	DET
bae-3224	19	8	contribution	contribution	NOUN
bae-3224	19	9	to	to	ADP
bae-3224	19	10	an	an	DET
bae-3224	19	11	important	important	ADJ
bae-3224	19	12	and	and	CCONJ
bae-3224	19	13	ongoing	ongoing	ADJ
bae-3224	19	14	policy	policy	NOUN
bae-3224	19	15	debate	debate	NOUN
bae-3224	19	16	that	that	PRON
bae-3224	19	17	emerges	emerge	VERB
bae-3224	19	18	from	from	ADP
bae-3224	19	19	the	the	DET
bae-3224	19	20	fact	fact	NOUN
bae-3224	19	21	that	that	SCONJ
bae-3224	19	22	,	,	PUNCT
bae-3224	19	23	while	while	SCONJ
bae-3224	19	24	the	the	DET
bae-3224	19	25	philippines	philippine	NOUN
bae-3224	19	26	adopted	adopt	VERB
bae-3224	19	27	several	several	ADJ
bae-3224	19	28	land	land	NOUN
bae-3224	19	29	reform	reform	NOUN
bae-3224	19	30	laws	law	NOUN
bae-3224	19	31	in	in	ADP
bae-3224	19	32	the	the	DET
bae-3224	19	33	late	late	ADJ
bae-3224	19	34	1980s	1980	NOUN
bae-3224	19	35	,	,	PUNCT
bae-3224	19	36	aquaculture	aquaculture	NOUN
bae-3224	19	37	ponds	pond	NOUN
bae-3224	19	38	have	have	AUX
bae-3224	19	39	so	so	ADV
bae-3224	19	40	far	far	ADV
bae-3224	19	41	been	be	AUX
bae-3224	19	42	exempted4	exempted4	PROPN
bae-3224	19	43	.	.	PUNCT
bae-3224	20	1	as	as	ADP
bae-3224	20	2	a	a	DET
bae-3224	20	3	result	result	NOUN
bae-3224	20	4	,	,	PUNCT
bae-3224	20	5	the	the	DET
bae-3224	20	6	distribution	distribution	NOUN
bae-3224	20	7	of	of	ADP
bae-3224	20	8	holdings	holding	NOUN
bae-3224	20	9	in	in	ADP
bae-3224	20	10	brackishwater	brackishwater	NOUN
bae-3224	20	11	aquaculture	aquaculture	NOUN
bae-3224	20	12	remains	remain	VERB
bae-3224	20	13	very	very	ADV
bae-3224	20	14	unequal	unequal	ADJ
bae-3224	20	15	as	as	SCONJ
bae-3224	20	16	indicated	indicate	VERB
bae-3224	20	17	by	by	ADP
bae-3224	20	18	a	a	DET
bae-3224	20	19	gini	gini	PROPN
bae-3224	20	20	coefficient	coefficient	NOUN
bae-3224	20	21	of	of	ADP
bae-3224	20	22	0.72	0.72	NUM
bae-3224	20	23	for	for	ADP
bae-3224	20	24	the	the	DET
bae-3224	20	25	two	two	NUM
bae-3224	20	26	regions	region	NOUN
bae-3224	20	27	that	that	PRON
bae-3224	20	28	form	form	VERB
bae-3224	20	29	the	the	DET
bae-3224	20	30	focus	focus	NOUN
bae-3224	20	31	of	of	ADP
bae-3224	20	32	our	our	PRON
bae-3224	20	33	study5	study5	NOUN
bae-3224	20	34	.	.	PUNCT
bae-3224	21	1	naturally	naturally	ADV
bae-3224	21	2	,	,	PUNCT
bae-3224	21	3	large	large	ADJ
bae-3224	21	4	fishpond	fishpond	NOUN
bae-3224	21	5	owners	owner	NOUN
bae-3224	21	6	and	and	CCONJ
bae-3224	21	7	leaseholders	leaseholder	NOUN
bae-3224	21	8	believe	believe	VERB
bae-3224	21	9	that	that	SCONJ
bae-3224	21	10	agrarian	agrarian	ADJ
bae-3224	21	11	reform	reform	NOUN
bae-3224	21	12	would	would	AUX
bae-3224	21	13	,	,	PUNCT
bae-3224	21	14	if	if	SCONJ
bae-3224	21	15	anything	anything	PRON
bae-3224	21	16	,	,	PUNCT
bae-3224	21	17	only	only	ADV
bae-3224	21	18	worsen	worsen	VERB
bae-3224	21	19	the	the	DET
bae-3224	21	20	severe	severe	ADJ
bae-3224	21	21	problems	problem	NOUN
bae-3224	21	22	of	of	ADP
bae-3224	21	23	poverty	poverty	NOUN
bae-3224	21	24	and	and	CCONJ
bae-3224	21	25	inequality	inequality	NOUN
bae-3224	21	26	in	in	ADP
bae-3224	21	27	the	the	DET
bae-3224	21	28	communities	community	NOUN
bae-3224	21	29	where	where	SCONJ
bae-3224	21	30	fish	fish	NOUN
bae-3224	21	31	farming	farming	NOUN
bae-3224	21	32	represents	represent	VERB
bae-3224	21	33	an	an	DET
bae-3224	21	34	important	important	ADJ
bae-3224	21	35	activity	activity	NOUN
bae-3224	21	36	.	.	PUNCT
bae-3224	22	1	yap	yap	NOUN
bae-3224	22	2	(	(	PUNCT
bae-3224	22	3	1999	1999	NUM
bae-3224	22	4	)	)	PUNCT
bae-3224	22	5	cites	cite	VERB
bae-3224	22	6	a	a	DET
bae-3224	22	7	telling	telling	NOUN
bae-3224	22	8	extract	extract	NOUN
bae-3224	22	9	from	from	ADP
bae-3224	22	10	the	the	DET
bae-3224	22	11	newsletter	newsletter	NOUN
bae-3224	22	12	of	of	ADP
bae-3224	22	13	negros	negro	NOUN
bae-3224	22	14	prawn	prawn	NOUN
bae-3224	22	15	producers	producer	NOUN
bae-3224	22	16	and	and	CCONJ
bae-3224	22	17	marketing	marketing	NOUN
bae-3224	22	18	cooperative	cooperative	NOUN
bae-3224	22	19	:	:	PUNCT
bae-3224	22	20	the	the	DET
bae-3224	22	21	implementation	implementation	NOUN
bae-3224	22	22	of	of	ADP
bae-3224	22	23	the	the	DET
bae-3224	22	24	(	(	PUNCT
bae-3224	22	25	land	land	NOUN
bae-3224	22	26	reform	reform	NOUN
bae-3224	22	27	)	)	PUNCT
bae-3224	22	28	law	law	NOUN
bae-3224	22	29	is	be	AUX
bae-3224	22	30	liable	liable	ADJ
bae-3224	22	31	to	to	PART
bae-3224	22	32	cause	cause	VERB
bae-3224	22	33	widespread	widespread	ADJ
bae-3224	22	34	strife	strife	NOUN
bae-3224	22	35	among	among	ADP
bae-3224	22	36	the	the	DET
bae-3224	22	37	landowners	landowner	NOUN
bae-3224	22	38	…	…	PUNCT
bae-3224	22	39	.	.	PUNCT
bae-3224	23	1	there	there	PRON
bae-3224	23	2	is	be	VERB
bae-3224	23	3	no	no	DET
bae-3224	23	4	showing	showing	NOUN
bae-3224	23	5	that	that	SCONJ
bae-3224	23	6	land	land	NOUN
bae-3224	23	7	reform	reform	NOUN
bae-3224	23	8	will	will	AUX
bae-3224	23	9	enliven	enliven	VERB
bae-3224	23	10	the	the	DET
bae-3224	23	11	plight	plight	NOUN
bae-3224	23	12	of	of	ADP
bae-3224	23	13	the	the	DET
bae-3224	23	14	poor	poor	ADJ
bae-3224	23	15	.	.	PUNCT
bae-3224	24	1	without	without	ADP
bae-3224	24	2	undermining	undermine	VERB
bae-3224	24	3	their	their	PRON
bae-3224	24	4	capabilities	capability	NOUN
bae-3224	24	5	,	,	PUNCT
bae-3224	24	6	it	it	PRON
bae-3224	24	7	is	be	AUX
bae-3224	24	8	also	also	ADV
bae-3224	24	9	doubtful	doubtful	ADJ
bae-3224	24	10	whether	whether	SCONJ
bae-3224	24	11	they	they	PRON
bae-3224	24	12	(	(	PUNCT
bae-3224	24	13	the	the	DET
bae-3224	24	14	farmers	farmer	NOUN
bae-3224	24	15	)	)	PUNCT
bae-3224	24	16	can	can	AUX
bae-3224	24	17	put	put	VERB
bae-3224	24	18	up	up	ADP
bae-3224	24	19	the	the	DET
bae-3224	24	20	necessary	necessary	ADJ
bae-3224	24	21	capital	capital	NOUN
bae-3224	24	22	to	to	PART
bae-3224	24	23	maximize	maximize	VERB
bae-3224	24	24	land	land	NOUN
bae-3224	24	25	use	use	NOUN
bae-3224	24	26	.	.	PUNCT
bae-3224	25	1	having	having	AUX
bae-3224	25	2	been	be	AUX
bae-3224	25	3	used	use	VERB
bae-3224	25	4	to	to	ADP
bae-3224	25	5	having	have	VERB
bae-3224	25	6	a	a	DET
bae-3224	25	7	landlord	landlord	NOUN
bae-3224	25	8	on	on	ADP
bae-3224	25	9	whom	whom	PRON
bae-3224	25	10	to	to	PART
bae-3224	25	11	call	call	VERB
bae-3224	25	12	in	in	ADP
bae-3224	25	13	times	time	NOUN
bae-3224	25	14	of	of	ADP
bae-3224	25	15	need	need	NOUN
bae-3224	25	16	,	,	PUNCT
bae-3224	25	17	this	this	DET
bae-3224	25	18	plunge	plunge	NOUN
bae-3224	25	19	to	to	ADP
bae-3224	25	20	independence	independence	NOUN
bae-3224	25	21	may	may	AUX
bae-3224	25	22	have	have	VERB
bae-3224	25	23	a	a	DET
bae-3224	25	24	crippling	crippling	ADJ
bae-3224	25	25	effect	effect	NOUN
bae-3224	25	26	.	.	PUNCT
bae-3224	26	1	this	this	DET
bae-3224	26	2	view	view	NOUN
bae-3224	26	3	stands	stand	VERB
bae-3224	26	4	in	in	ADP
bae-3224	26	5	sharp	sharp	ADJ
bae-3224	26	6	contrast	contrast	NOUN
bae-3224	26	7	with	with	ADP
bae-3224	26	8	the	the	DET
bae-3224	26	9	common	common	ADJ
bae-3224	26	10	belief	belief	NOUN
bae-3224	26	11	in	in	ADP
bae-3224	26	12	agriculture	agriculture	NOUN
bae-3224	26	13	that	that	SCONJ
bae-3224	26	14	small	small	ADJ
bae-3224	26	15	farmers	farmer	NOUN
bae-3224	26	16	tend	tend	VERB
bae-3224	26	17	to	to	PART
bae-3224	26	18	achieve	achieve	VERB
bae-3224	26	19	higher	high	ADJ
bae-3224	26	20	productivity	productivity	NOUN
bae-3224	26	21	and	and	CCONJ
bae-3224	26	22	efficiency	efficiency	NOUN
bae-3224	26	23	levels	level	NOUN
bae-3224	26	24	than	than	ADP
bae-3224	26	25	large	large	ADJ
bae-3224	26	26	farmers	farmer	NOUN
bae-3224	26	27	,	,	PUNCT
bae-3224	26	28	i.e.	i.e.	X
bae-3224	26	29	that	that	SCONJ
bae-3224	26	30	there	there	PRON
bae-3224	26	31	usually	usually	ADV
bae-3224	26	32	is	be	AUX
bae-3224	26	33	an	an	DET
bae-3224	26	34	ir	ir	NOUN
bae-3224	26	35	,	,	PUNCT
bae-3224	26	36	as	as	SCONJ
bae-3224	26	37	hypothesized	hypothesize	VERB
bae-3224	26	38	in	in	ADP
bae-3224	26	39	sen	sen	PROPN
bae-3224	26	40	’s	’s	PART
bae-3224	26	41	seminal	seminal	ADJ
bae-3224	26	42	paper	paper	NOUN
bae-3224	26	43	(	(	PUNCT
bae-3224	26	44	1962)6	1962)6	NUM
bae-3224	26	45	.	.	PUNCT
bae-3224	27	1	besides	besides	SCONJ
bae-3224	27	2	,	,	PUNCT
bae-3224	27	3	the	the	DET
bae-3224	27	4	experience	experience	NOUN
bae-3224	27	5	of	of	ADP
bae-3224	27	6	thailand	thailand	PROPN
bae-3224	27	7	,	,	PUNCT
bae-3224	27	8	where	where	SCONJ
bae-3224	27	9	the	the	DET
bae-3224	27	10	extremely	extremely	ADV
bae-3224	27	11	dynamic	dynamic	ADJ
bae-3224	27	12	prawn	prawn	NOUN
bae-3224	27	13	industry	industry	NOUN
bae-3224	27	14	is	be	AUX
bae-3224	27	15	supported	support	VERB
bae-3224	27	16	by	by	ADP
bae-3224	27	17	relatively	relatively	ADV
bae-3224	27	18	small	small	ADJ
bae-3224	27	19	farmers	farmer	NOUN
bae-3224	27	20	(	(	PUNCT
bae-3224	27	21	yap	yap	PROPN
bae-3224	27	22	,	,	PUNCT
bae-3224	27	23	1999	1999	NUM
bae-3224	27	24	)	)	PUNCT
bae-3224	27	25	,	,	PUNCT
bae-3224	27	26	suggests	suggest	VERB
bae-3224	27	27	that	that	SCONJ
bae-3224	27	28	there	there	PRON
bae-3224	27	29	is	be	VERB
bae-3224	27	30	no	no	DET
bae-3224	27	31	particular	particular	ADJ
bae-3224	27	32	impediment	impediment	NOUN
bae-3224	27	33	to	to	ADP
bae-3224	27	34	the	the	DET
bae-3224	27	35	development	development	NOUN
bae-3224	27	36	of	of	ADP
bae-3224	27	37	a	a	DET
bae-3224	27	38	competitive	competitive	ADJ
bae-3224	27	39	aquaculture	aquaculture	NOUN
bae-3224	27	40	sector	sector	NOUN
bae-3224	27	41	based	base	VERB
bae-3224	27	42	on	on	ADP
bae-3224	27	43	smallholders	smallholder	NOUN
bae-3224	27	44	.	.	PUNCT
bae-3224	28	1	we	we	PRON
bae-3224	28	2	therefore	therefore	ADV
bae-3224	28	3	believe	believe	VERB
bae-3224	28	4	that	that	SCONJ
bae-3224	28	5	testing	test	VERB
bae-3224	28	6	the	the	DET
bae-3224	28	7	ir	ir	PROPN
bae-3224	28	8	in	in	ADP
bae-3224	28	9	philippine	philippine	ADJ
bae-3224	28	10	brackishwater	brackishwater	NOUN
bae-3224	28	11	aquaculture	aquaculture	NOUN
bae-3224	28	12	will	will	AUX
bae-3224	28	13	generate	generate	VERB
bae-3224	28	14	important	important	ADJ
bae-3224	28	15	policy	policy	NOUN
bae-3224	28	16	insights	insight	NOUN
bae-3224	28	17	;	;	PUNCT
bae-3224	28	18	in	in	ADP
bae-3224	28	19	particular	particular	ADJ
bae-3224	28	20	,	,	PUNCT
bae-3224	28	21	a	a	DET
bae-3224	28	22	strong	strong	ADJ
bae-3224	28	23	ir	ir	PROPN
bae-3224	28	24	would	would	AUX
bae-3224	28	25	suggest	suggest	VERB
bae-3224	28	26	that	that	SCONJ
bae-3224	28	27	institutional	institutional	ADJ
bae-3224	28	28	changes	change	NOUN
bae-3224	28	29	leading	lead	VERB
bae-3224	28	30	to	to	ADP
bae-3224	28	31	a	a	DET
bae-3224	28	32	more	more	ADV
bae-3224	28	33	equal	equal	ADJ
bae-3224	28	34	size	size	NOUN
bae-3224	28	35	distribution	distribution	NOUN
bae-3224	28	36	of	of	ADP
bae-3224	28	37	holdings	holding	NOUN
bae-3224	28	38	could	could	AUX
bae-3224	28	39	increase	increase	VERB
bae-3224	28	40	both	both	DET
bae-3224	28	41	equity	equity	NOUN
bae-3224	28	42	and	and	CCONJ
bae-3224	28	43	efficiency	efficiency	NOUN
bae-3224	28	44	.	.	PUNCT
bae-3224	29	1	2	2	NUM
bae-3224	29	2	although	although	SCONJ
bae-3224	29	3	it	it	PRON
bae-3224	29	4	is	be	AUX
bae-3224	29	5	not	not	PART
bae-3224	29	6	always	always	ADV
bae-3224	29	7	specified	specify	VERB
bae-3224	29	8	,	,	PUNCT
bae-3224	29	9	our	our	PRON
bae-3224	29	10	study	study	NOUN
bae-3224	29	11	relates	relate	VERB
bae-3224	29	12	only	only	ADV
bae-3224	29	13	to	to	PART
bae-3224	29	14	brackishwater	brackishwater	VERB
bae-3224	29	15	pond	pond	NOUN
bae-3224	29	16	aquaculture	aquaculture	NOUN
bae-3224	29	17	.	.	PUNCT
bae-3224	30	1	3	3	NUM
bae-3224	30	2	yap	yap	NOUN
bae-3224	30	3	reports	report	VERB
bae-3224	30	4	that	that	SCONJ
bae-3224	30	5	there	there	PRON
bae-3224	30	6	are	be	VERB
bae-3224	30	7	239,323	239,323	NUM
bae-3224	30	8	hectares	hectare	NOUN
bae-3224	30	9	of	of	ADP
bae-3224	30	10	brackiswater	brackiswater	NOUN
bae-3224	30	11	fishponds	fishpond	NOUN
bae-3224	30	12	in	in	ADP
bae-3224	30	13	the	the	DET
bae-3224	30	14	philippines	philippine	NOUN
bae-3224	30	15	.	.	PUNCT
bae-3224	31	1	the	the	DET
bae-3224	31	2	electronic	electronic	ADJ
bae-3224	31	3	data	datum	NOUN
bae-3224	31	4	that	that	PRON
bae-3224	31	5	we	we	PRON
bae-3224	31	6	obtained	obtain	VERB
bae-3224	31	7	from	from	ADP
bae-3224	31	8	the	the	DET
bae-3224	31	9	bureau	bureau	NOUN
bae-3224	31	10	of	of	ADP
bae-3224	31	11	agricultural	agricultural	ADJ
bae-3224	31	12	statistics	statistic	NOUN
bae-3224	31	13	gives	give	VERB
bae-3224	31	14	a	a	DET
bae-3224	31	15	total	total	ADJ
bae-3224	31	16	harvested	harvest	VERB
bae-3224	31	17	area	area	NOUN
bae-3224	31	18	of	of	ADP
bae-3224	31	19	415,272	415,272	NUM
bae-3224	31	20	hectares	hectare	NOUN
bae-3224	31	21	in	in	ADP
bae-3224	31	22	year	year	NOUN
bae-3224	31	23	2000	2000	NUM
bae-3224	31	24	.	.	PUNCT
bae-3224	32	1	4	4	NUM
bae-3224	32	2	the	the	DET
bae-3224	32	3	most	most	ADV
bae-3224	32	4	recent	recent	ADJ
bae-3224	32	5	one	one	NOUN
bae-3224	32	6	is	be	AUX
bae-3224	32	7	the	the	DET
bae-3224	32	8	comprehensive	comprehensive	ADJ
bae-3224	32	9	agrarian	agrarian	ADJ
bae-3224	32	10	reform	reform	NOUN
bae-3224	32	11	law	law	PROPN
bae-3224	32	12	(	(	PUNCT
bae-3224	32	13	carl	carl	PROPN
bae-3224	32	14	)	)	PUNCT
bae-3224	32	15	of	of	ADP
bae-3224	32	16	1988	1988	NUM
bae-3224	32	17	that	that	PRON
bae-3224	32	18	imposes	impose	VERB
bae-3224	32	19	land	land	NOUN
bae-3224	32	20	redistribution	redistribution	NOUN
bae-3224	32	21	with	with	ADP
bae-3224	32	22	a	a	DET
bae-3224	32	23	five	five	NUM
bae-3224	32	24	hectare	hectare	NOUN
bae-3224	32	25	retention	retention	NOUN
bae-3224	32	26	limit	limit	NOUN
bae-3224	32	27	set	set	VERB
bae-3224	32	28	on	on	ADP
bae-3224	32	29	all	all	DET
bae-3224	32	30	agricultural	agricultural	ADJ
bae-3224	32	31	land	land	NOUN
bae-3224	32	32	.	.	PUNCT
bae-3224	33	1	5	5	NUM
bae-3224	33	2	source	source	NOUN
bae-3224	33	3	of	of	ADP
bae-3224	33	4	data	datum	NOUN
bae-3224	33	5	:	:	PUNCT
bae-3224	33	6	bureau	bureau	NOUN
bae-3224	33	7	of	of	ADP
bae-3224	33	8	agricultural	agricultural	ADJ
bae-3224	33	9	statistics	statistic	NOUN
bae-3224	33	10	’	'	PUNCT
bae-3224	33	11	inventory	inventory	NOUN
bae-3224	33	12	of	of	ADP
bae-3224	33	13	fishponds	fishpond	NOUN
bae-3224	33	14	from	from	ADP
bae-3224	33	15	1997	1997	NUM
bae-3224	33	16	.	.	PUNCT
bae-3224	34	1	6	6	NUM
bae-3224	34	2	a	a	DET
bae-3224	34	3	recent	recent	ADJ
bae-3224	34	4	review	review	NOUN
bae-3224	34	5	of	of	ADP
bae-3224	34	6	the	the	DET
bae-3224	34	7	ir	ir	PROPN
bae-3224	34	8	literature	literature	PROPN
bae-3224	34	9	is	be	AUX
bae-3224	34	10	fan	fan	NOUN
bae-3224	34	11	and	and	CCONJ
bae-3224	34	12	chan	chan	PROPN
bae-3224	34	13	-	-	PUNCT
bae-3224	34	14	kang	kang	PROPN
bae-3224	34	15	.	.	PUNCT
bae-3224	35	1	it	it	PRON
bae-3224	35	2	concludes	conclude	VERB
bae-3224	35	3	to	to	ADP
bae-3224	35	4	the	the	DET
bae-3224	35	5	lack	lack	NOUN
bae-3224	35	6	of	of	ADP
bae-3224	35	7	consensus	consensus	NOUN
bae-3224	35	8	on	on	ADP
bae-3224	35	9	the	the	DET
bae-3224	35	10	validity	validity	NOUN
bae-3224	35	11	of	of	ADP
bae-3224	35	12	the	the	DET
bae-3224	35	13	ir	ir	PROPN
bae-3224	35	14	hypothesis	hypothesis	NOUN
bae-3224	35	15	.	.	PUNCT
bae-3224	36	1	177efficiency	177efficiency	PROPN
bae-3224	36	2	and	and	CCONJ
bae-3224	36	3	farm	farm	NOUN
bae-3224	36	4	size	size	NOUN
bae-3224	36	5	in	in	ADP
bae-3224	36	6	philippine	philippine	ADJ
bae-3224	36	7	aquaculture	aquaculture	NOUN
bae-3224	36	8	our	our	PRON
bae-3224	36	9	analysis	analysis	NOUN
bae-3224	36	10	is	be	AUX
bae-3224	36	11	based	base	VERB
bae-3224	36	12	on	on	ADP
bae-3224	36	13	a	a	DET
bae-3224	36	14	sample	sample	NOUN
bae-3224	36	15	of	of	ADP
bae-3224	36	16	127	127	NUM
bae-3224	36	17	farms	farm	NOUN
bae-3224	36	18	in	in	ADP
bae-3224	36	19	two	two	NUM
bae-3224	36	20	of	of	ADP
bae-3224	36	21	the	the	DET
bae-3224	36	22	three	three	NUM
bae-3224	36	23	main	main	ADJ
bae-3224	36	24	regions	region	NOUN
bae-3224	36	25	for	for	ADP
bae-3224	36	26	brackishwater	brackishwater	NOUN
bae-3224	36	27	aquaculture	aquaculture	NOUN
bae-3224	36	28	in	in	ADP
bae-3224	36	29	the	the	DET
bae-3224	36	30	philippines	philippine	NOUN
bae-3224	36	31	and	and	CCONJ
bae-3224	36	32	investigates	investigate	VERB
bae-3224	36	33	the	the	DET
bae-3224	36	34	level	level	NOUN
bae-3224	36	35	and	and	CCONJ
bae-3224	36	36	determinants	determinant	NOUN
bae-3224	36	37	,	,	PUNCT
bae-3224	36	38	including	include	VERB
bae-3224	36	39	farm	farm	NOUN
bae-3224	36	40	size	size	NOUN
bae-3224	36	41	,	,	PUNCT
bae-3224	36	42	of	of	ADP
bae-3224	36	43	their	their	PRON
bae-3224	36	44	technical	technical	ADJ
bae-3224	36	45	efficiency	efficiency	NOUN
bae-3224	36	46	.	.	PUNCT
bae-3224	37	1	although	although	SCONJ
bae-3224	37	2	our	our	PRON
bae-3224	37	3	focus	focus	NOUN
bae-3224	37	4	lies	lie	VERB
bae-3224	37	5	primarily	primarily	ADV
bae-3224	37	6	with	with	ADP
bae-3224	37	7	the	the	DET
bae-3224	37	8	analysis	analysis	NOUN
bae-3224	37	9	of	of	ADP
bae-3224	37	10	a	a	DET
bae-3224	37	11	policy	policy	NOUN
bae-3224	37	12	issue	issue	NOUN
bae-3224	37	13	,	,	PUNCT
bae-3224	37	14	we	we	PRON
bae-3224	37	15	also	also	ADV
bae-3224	37	16	believe	believe	VERB
bae-3224	37	17	that	that	SCONJ
bae-3224	37	18	the	the	DET
bae-3224	37	19	article	article	NOUN
bae-3224	37	20	makes	make	VERB
bae-3224	37	21	a	a	DET
bae-3224	37	22	modest	modest	ADJ
bae-3224	37	23	methodological	methodological	ADJ
bae-3224	37	24	contribution	contribution	NOUN
bae-3224	37	25	to	to	ADP
bae-3224	37	26	the	the	DET
bae-3224	37	27	agricultural	agricultural	ADJ
bae-3224	37	28	economics	economic	NOUN
bae-3224	37	29	literature	literature	NOUN
bae-3224	37	30	by	by	ADP
bae-3224	37	31	establishing	establish	VERB
bae-3224	37	32	two	two	NUM
bae-3224	37	33	methods	method	NOUN
bae-3224	37	34	to	to	PART
bae-3224	37	35	measure	measure	VERB
bae-3224	37	36	the	the	DET
bae-3224	37	37	explanatory	explanatory	ADJ
bae-3224	37	38	power	power	NOUN
bae-3224	37	39	of	of	ADP
bae-3224	37	40	the	the	DET
bae-3224	37	41	inefficiency	inefficiency	NOUN
bae-3224	37	42	effect	effect	NOUN
bae-3224	37	43	variables	variable	NOUN
bae-3224	37	44	in	in	ADP
bae-3224	37	45	the	the	DET
bae-3224	37	46	widely	widely	ADV
bae-3224	37	47	used	use	VERB
bae-3224	37	48	composed	compose	VERB
bae-3224	37	49	error	error	NOUN
bae-3224	37	50	model	model	NOUN
bae-3224	37	51	of	of	ADP
bae-3224	37	52	battese	battese	PROPN
bae-3224	37	53	and	and	CCONJ
bae-3224	37	54	coelli	coelli	PROPN
bae-3224	37	55	(	(	PUNCT
bae-3224	37	56	1995	1995	NUM
bae-3224	37	57	)	)	PUNCT
bae-3224	37	58	.	.	PUNCT
bae-3224	38	1	this	this	PRON
bae-3224	38	2	is	be	AUX
bae-3224	38	3	useful	useful	ADJ
bae-3224	38	4	in	in	ADP
bae-3224	38	5	the	the	DET
bae-3224	38	6	empirical	empirical	ADJ
bae-3224	38	7	section	section	NOUN
bae-3224	38	8	to	to	PART
bae-3224	38	9	establish	establish	VERB
bae-3224	38	10	by	by	ADP
bae-3224	38	11	how	how	SCONJ
bae-3224	38	12	much	much	ADJ
bae-3224	38	13	inefficiencies	inefficiency	NOUN
bae-3224	38	14	would	would	AUX
bae-3224	38	15	decrease	decrease	VERB
bae-3224	38	16	and	and	CCONJ
bae-3224	38	17	output	output	NOUN
bae-3224	38	18	rise	rise	NOUN
bae-3224	38	19	if	if	SCONJ
bae-3224	38	20	aquaculture	aquaculture	NOUN
bae-3224	38	21	land	land	NOUN
bae-3224	38	22	was	be	AUX
bae-3224	38	23	distributed	distribute	VERB
bae-3224	38	24	more	more	ADV
bae-3224	38	25	equally	equally	ADV
bae-3224	38	26	in	in	ADP
bae-3224	38	27	the	the	DET
bae-3224	38	28	philippines	philippine	NOUN
bae-3224	38	29	.	.	PUNCT
bae-3224	39	1	the	the	DET
bae-3224	39	2	paper	paper	NOUN
bae-3224	39	3	is	be	AUX
bae-3224	39	4	organized	organize	VERB
bae-3224	39	5	as	as	SCONJ
bae-3224	39	6	follows	follow	VERB
bae-3224	39	7	.	.	PUNCT
bae-3224	40	1	the	the	DET
bae-3224	40	2	next	next	ADJ
bae-3224	40	3	section	section	NOUN
bae-3224	40	4	develops	develop	VERB
bae-3224	40	5	the	the	DET
bae-3224	40	6	conceptual	conceptual	ADJ
bae-3224	40	7	framework	framework	NOUN
bae-3224	40	8	,	,	PUNCT
bae-3224	40	9	emphasizing	emphasize	VERB
bae-3224	40	10	the	the	DET
bae-3224	40	11	advantages	advantage	NOUN
bae-3224	40	12	of	of	ADP
bae-3224	40	13	the	the	DET
bae-3224	40	14	estimation	estimation	NOUN
bae-3224	40	15	of	of	ADP
bae-3224	40	16	a	a	DET
bae-3224	40	17	ray	ray	NOUN
bae-3224	40	18	production	production	NOUN
bae-3224	40	19	function	function	NOUN
bae-3224	40	20	over	over	ADP
bae-3224	40	21	alternative	alternative	ADJ
bae-3224	40	22	approaches	approach	NOUN
bae-3224	40	23	.	.	PUNCT
bae-3224	41	1	section	section	NOUN
bae-3224	41	2	three	three	NUM
bae-3224	41	3	presents	present	VERB
bae-3224	41	4	the	the	DET
bae-3224	41	5	estimation	estimation	NOUN
bae-3224	41	6	strategy	strategy	NOUN
bae-3224	41	7	and	and	CCONJ
bae-3224	41	8	proposes	propose	VERB
bae-3224	41	9	an	an	DET
bae-3224	41	10	approach	approach	NOUN
bae-3224	41	11	to	to	PART
bae-3224	41	12	quantify	quantify	VERB
bae-3224	41	13	the	the	DET
bae-3224	41	14	explanatory	explanatory	ADJ
bae-3224	41	15	power	power	NOUN
bae-3224	41	16	of	of	ADP
bae-3224	41	17	the	the	DET
bae-3224	41	18	inefficiency	inefficiency	NOUN
bae-3224	41	19	effect	effect	NOUN
bae-3224	41	20	variables	variable	NOUN
bae-3224	41	21	in	in	ADP
bae-3224	41	22	the	the	DET
bae-3224	41	23	econometric	econometric	ADJ
bae-3224	41	24	model	model	NOUN
bae-3224	41	25	.	.	PUNCT
bae-3224	42	1	the	the	DET
bae-3224	42	2	remaining	remain	VERB
bae-3224	42	3	sections	section	NOUN
bae-3224	42	4	discuss	discuss	VERB
bae-3224	42	5	the	the	DET
bae-3224	42	6	data	datum	NOUN
bae-3224	42	7	and	and	CCONJ
bae-3224	42	8	empirical	empirical	ADJ
bae-3224	42	9	model	model	NOUN
bae-3224	42	10	,	,	PUNCT
bae-3224	42	11	present	present	VERB
bae-3224	42	12	the	the	DET
bae-3224	42	13	empirical	empirical	ADJ
bae-3224	42	14	results	result	NOUN
bae-3224	42	15	,	,	PUNCT
bae-3224	42	16	and	and	CCONJ
bae-3224	42	17	offer	offer	VERB
bae-3224	42	18	conclusions	conclusion	NOUN
bae-3224	42	19	.	.	PUNCT
bae-3224	43	1	1	1	X
bae-3224	43	2	.	.	X
bae-3224	43	3	measuring	measure	VERB
bae-3224	43	4	the	the	DET
bae-3224	43	5	efficiency	efficiency	NOUN
bae-3224	43	6	of	of	ADP
bae-3224	43	7	polyculture	polyculture	NOUN
bae-3224	43	8	farms	farm	NOUN
bae-3224	43	9	.	.	PUNCT
bae-3224	44	1	a	a	DET
bae-3224	44	2	conceptual	conceptual	ADJ
bae-3224	44	3	framework	framework	NOUN
bae-3224	44	4	1.1	1.1	NUM
bae-3224	44	5	choice	choice	NOUN
bae-3224	44	6	of	of	ADP
bae-3224	44	7	approach	approach	NOUN
bae-3224	44	8	the	the	DET
bae-3224	44	9	ir	ir	PROPN
bae-3224	44	10	literature	literature	NOUN
bae-3224	44	11	started	start	VERB
bae-3224	44	12	with	with	ADP
bae-3224	44	13	the	the	DET
bae-3224	44	14	simple	simple	ADJ
bae-3224	44	15	observation	observation	NOUN
bae-3224	44	16	that	that	SCONJ
bae-3224	44	17	yields	yield	NOUN
bae-3224	44	18	,	,	PUNCT
bae-3224	44	19	defined	define	VERB
bae-3224	44	20	as	as	ADP
bae-3224	44	21	output	output	NOUN
bae-3224	44	22	per	per	ADP
bae-3224	44	23	unit	unit	NOUN
bae-3224	44	24	of	of	ADP
bae-3224	44	25	surface	surface	NOUN
bae-3224	44	26	area	area	NOUN
bae-3224	44	27	,	,	PUNCT
bae-3224	44	28	differed	differ	VERB
bae-3224	44	29	according	accord	VERB
bae-3224	44	30	to	to	ADP
bae-3224	44	31	the	the	DET
bae-3224	44	32	size	size	NOUN
bae-3224	44	33	of	of	ADP
bae-3224	44	34	farms	farm	NOUN
bae-3224	44	35	.	.	PUNCT
bae-3224	45	1	however	however	ADV
bae-3224	45	2	,	,	PUNCT
bae-3224	45	3	output	output	NOUN
bae-3224	45	4	per	per	ADP
bae-3224	45	5	hectare	hectare	NOUN
bae-3224	45	6	is	be	AUX
bae-3224	45	7	only	only	ADV
bae-3224	45	8	a	a	DET
bae-3224	45	9	partial	partial	ADJ
bae-3224	45	10	productivity	productivity	NOUN
bae-3224	45	11	indicator	indicator	NOUN
bae-3224	45	12	which	which	PRON
bae-3224	45	13	can	can	AUX
bae-3224	45	14	not	not	PART
bae-3224	45	15	satisfactorily	satisfactorily	ADV
bae-3224	45	16	measure	measure	VERB
bae-3224	45	17	overall	overall	ADJ
bae-3224	45	18	farm	farm	NOUN
bae-3224	45	19	productivity	productivity	NOUN
bae-3224	45	20	(	(	PUNCT
bae-3224	45	21	jha	jha	PROPN
bae-3224	45	22	,	,	PUNCT
bae-3224	45	23	chitkara	chitkara	NOUN
bae-3224	45	24	and	and	CCONJ
bae-3224	45	25	gupta	gupta	PROPN
bae-3224	45	26	,	,	PUNCT
bae-3224	45	27	2000	2000	NUM
bae-3224	45	28	)	)	PUNCT
bae-3224	45	29	,	,	PUNCT
bae-3224	45	30	and	and	CCONJ
bae-3224	45	31	economic	economic	ADJ
bae-3224	45	32	optimality	optimality	NOUN
bae-3224	45	33	usually	usually	ADV
bae-3224	45	34	differs	differ	VERB
bae-3224	45	35	from	from	ADP
bae-3224	45	36	yield	yield	NOUN
bae-3224	45	37	maximisation	maximisation	NOUN
bae-3224	45	38	.	.	PUNCT
bae-3224	46	1	to	to	PART
bae-3224	46	2	address	address	VERB
bae-3224	46	3	this	this	DET
bae-3224	46	4	concern	concern	NOUN
bae-3224	46	5	,	,	PUNCT
bae-3224	46	6	albeit	albeit	SCONJ
bae-3224	46	7	only	only	ADV
bae-3224	46	8	partially	partially	ADV
bae-3224	46	9	,	,	PUNCT
bae-3224	46	10	one	one	PRON
bae-3224	46	11	can	can	AUX
bae-3224	46	12	investigate	investigate	VERB
bae-3224	46	13	the	the	DET
bae-3224	46	14	relationship	relationship	NOUN
bae-3224	46	15	between	between	ADP
bae-3224	46	16	gross	gross	ADJ
bae-3224	46	17	margin	margin	NOUN
bae-3224	46	18	and	and	CCONJ
bae-3224	46	19	farm	farm	NOUN
bae-3224	46	20	size	size	NOUN
bae-3224	46	21	,	,	PUNCT
bae-3224	46	22	but	but	CCONJ
bae-3224	46	23	this	this	PRON
bae-3224	46	24	again	again	ADV
bae-3224	46	25	fails	fail	VERB
bae-3224	46	26	to	to	PART
bae-3224	46	27	account	account	VERB
bae-3224	46	28	for	for	ADP
bae-3224	46	29	the	the	DET
bae-3224	46	30	input	input	NOUN
bae-3224	46	31	of	of	ADP
bae-3224	46	32	primary	primary	ADJ
bae-3224	46	33	factors	factor	NOUN
bae-3224	46	34	when	when	SCONJ
bae-3224	46	35	comparing	compare	VERB
bae-3224	46	36	farm	farm	NOUN
bae-3224	46	37	performance	performance	NOUN
bae-3224	46	38	.	.	PUNCT
bae-3224	47	1	there	there	PRON
bae-3224	47	2	is	be	VERB
bae-3224	47	3	also	also	ADV
bae-3224	47	4	a	a	DET
bae-3224	47	5	concern	concern	NOUN
bae-3224	47	6	that	that	SCONJ
bae-3224	47	7	gross	gross	ADJ
bae-3224	47	8	margins	margin	NOUN
bae-3224	47	9	depend	depend	VERB
bae-3224	47	10	on	on	ADP
bae-3224	47	11	the	the	DET
bae-3224	47	12	price	price	NOUN
bae-3224	47	13	environment	environment	NOUN
bae-3224	47	14	in	in	ADP
bae-3224	47	15	which	which	PRON
bae-3224	47	16	farms	farm	NOUN
bae-3224	47	17	operate	operate	VERB
bae-3224	47	18	(	(	PUNCT
bae-3224	47	19	coelli	coelli	PROPN
bae-3224	47	20	,	,	PUNCT
bae-3224	47	21	rahman	rahman	PROPN
bae-3224	47	22	and	and	CCONJ
bae-3224	47	23	thirtle	thirtle	NOUN
bae-3224	47	24	,	,	PUNCT
bae-3224	47	25	2002	2002	NUM
bae-3224	47	26	)	)	PUNCT
bae-3224	47	27	.	.	PUNCT
bae-3224	48	1	there	there	PRON
bae-3224	48	2	is	be	VERB
bae-3224	48	3	therefore	therefore	ADV
bae-3224	48	4	a	a	DET
bae-3224	48	5	strong	strong	ADJ
bae-3224	48	6	case	case	NOUN
bae-3224	48	7	to	to	PART
bae-3224	48	8	investigate	investigate	VERB
bae-3224	48	9	the	the	DET
bae-3224	48	10	ir	ir	NOUN
bae-3224	48	11	within	within	ADP
bae-3224	48	12	the	the	DET
bae-3224	48	13	confines	confine	NOUN
bae-3224	48	14	of	of	ADP
bae-3224	48	15	production	production	NOUN
bae-3224	48	16	economics	economic	NOUN
bae-3224	48	17	,	,	PUNCT
bae-3224	48	18	which	which	PRON
bae-3224	48	19	can	can	AUX
bae-3224	48	20	accommodate	accommodate	VERB
bae-3224	48	21	the	the	DET
bae-3224	48	22	multi	multi	ADJ
bae-3224	48	23	-	-	ADJ
bae-3224	48	24	dimensional	dimensional	ADJ
bae-3224	48	25	aspect	aspect	NOUN
bae-3224	48	26	of	of	ADP
bae-3224	48	27	farm	farm	NOUN
bae-3224	48	28	production	production	NOUN
bae-3224	48	29	.	.	PUNCT
bae-3224	49	1	aquaculture	aquaculture	NOUN
bae-3224	49	2	production	production	NOUN
bae-3224	49	3	in	in	ADP
bae-3224	49	4	the	the	DET
bae-3224	49	5	study	study	NOUN
bae-3224	49	6	area	area	NOUN
bae-3224	49	7	involves	involve	VERB
bae-3224	49	8	the	the	DET
bae-3224	49	9	polyculture	polyculture	NOUN
bae-3224	49	10	of	of	ADP
bae-3224	49	11	prawns	prawn	NOUN
bae-3224	49	12	,	,	PUNCT
bae-3224	49	13	fish	fish	NOUN
bae-3224	49	14	(	(	PUNCT
bae-3224	49	15	tilapia	tilapia	NOUN
bae-3224	49	16	and/or	and/or	CCONJ
bae-3224	49	17	milkfish	milkfish	ADJ
bae-3224	49	18	)	)	PUNCT
bae-3224	49	19	and	and	CCONJ
bae-3224	49	20	crabs	crab	NOUN
bae-3224	49	21	,	,	PUNCT
bae-3224	49	22	which	which	PRON
bae-3224	49	23	are	be	AUX
bae-3224	49	24	produced	produce	VERB
bae-3224	49	25	simultaneously	simultaneously	ADV
bae-3224	49	26	in	in	ADP
bae-3224	49	27	the	the	DET
bae-3224	49	28	same	same	ADJ
bae-3224	49	29	ponds	pond	NOUN
bae-3224	49	30	so	so	SCONJ
bae-3224	49	31	that	that	SCONJ
bae-3224	49	32	the	the	DET
bae-3224	49	33	inputs	input	NOUN
bae-3224	49	34	(	(	PUNCT
bae-3224	49	35	e.g.	e.g.	ADV
bae-3224	49	36	feeds	feed	NOUN
bae-3224	49	37	,	,	PUNCT
bae-3224	49	38	labour	labour	NOUN
bae-3224	49	39	)	)	PUNCT
bae-3224	49	40	with	with	ADP
bae-3224	49	41	the	the	DET
bae-3224	49	42	exception	exception	NOUN
bae-3224	49	43	of	of	ADP
bae-3224	49	44	the	the	DET
bae-3224	49	45	fry	fry	NOUN
bae-3224	49	46	and	and	CCONJ
bae-3224	49	47	fingerlings	fingerling	NOUN
bae-3224	49	48	,	,	PUNCT
bae-3224	49	49	are	be	AUX
bae-3224	49	50	non	non	ADJ
bae-3224	49	51	-	-	ADJ
bae-3224	49	52	allocable	allocable	ADJ
bae-3224	49	53	.	.	PUNCT
bae-3224	50	1	this	this	PRON
bae-3224	50	2	introduces	introduce	VERB
bae-3224	50	3	a	a	DET
bae-3224	50	4	first	first	ADJ
bae-3224	50	5	linkage	linkage	NOUN
bae-3224	50	6	among	among	ADP
bae-3224	50	7	the	the	DET
bae-3224	50	8	different	different	ADJ
bae-3224	50	9	outputs	output	NOUN
bae-3224	50	10	of	of	ADP
bae-3224	50	11	the	the	DET
bae-3224	50	12	aquaculture	aquaculture	NOUN
bae-3224	50	13	farm	farm	NOUN
bae-3224	50	14	.	.	PUNCT
bae-3224	51	1	second	second	ADJ
bae-3224	51	2	,	,	PUNCT
bae-3224	51	3	it	it	PRON
bae-3224	51	4	is	be	AUX
bae-3224	51	5	necessary	necessary	ADJ
bae-3224	51	6	to	to	PART
bae-3224	51	7	recognize	recognize	VERB
bae-3224	51	8	the	the	DET
bae-3224	51	9	possibility	possibility	NOUN
bae-3224	51	10	of	of	ADP
bae-3224	51	11	output	output	NOUN
bae-3224	51	12	jointness	jointness	NOUN
bae-3224	51	13	as	as	SCONJ
bae-3224	51	14	it	it	PRON
bae-3224	51	15	is	be	AUX
bae-3224	51	16	likely	likely	ADJ
bae-3224	51	17	that	that	SCONJ
bae-3224	51	18	the	the	DET
bae-3224	51	19	different	different	ADJ
bae-3224	51	20	species	specie	NOUN
bae-3224	51	21	interact	interact	VERB
bae-3224	51	22	with	with	ADP
bae-3224	51	23	each	each	DET
bae-3224	51	24	other	other	ADJ
bae-3224	51	25	in	in	ADP
bae-3224	51	26	the	the	DET
bae-3224	51	27	aquaculture	aquaculture	NOUN
bae-3224	51	28	pond	pond	NOUN
bae-3224	51	29	.	.	PUNCT
bae-3224	52	1	for	for	ADP
bae-3224	52	2	instance	instance	NOUN
bae-3224	52	3	,	,	PUNCT
bae-3224	52	4	biologists	biologist	NOUN
bae-3224	52	5	and	and	CCONJ
bae-3224	52	6	aquaculture	aquaculture	NOUN
bae-3224	52	7	experts	expert	NOUN
bae-3224	52	8	often	often	ADV
bae-3224	52	9	consider	consider	VERB
bae-3224	52	10	that	that	SCONJ
bae-3224	52	11	the	the	DET
bae-3224	52	12	association	association	NOUN
bae-3224	52	13	prawn/	prawn/	NUM
bae-3224	52	14	tilapia	tilapia	NOUN
bae-3224	52	15	tends	tend	VERB
bae-3224	52	16	to	to	PART
bae-3224	52	17	reduce	reduce	VERB
bae-3224	52	18	the	the	DET
bae-3224	52	19	rate	rate	NOUN
bae-3224	52	20	of	of	ADP
bae-3224	52	21	prawn	prawn	NOUN
bae-3224	52	22	mortality	mortality	NOUN
bae-3224	52	23	because	because	SCONJ
bae-3224	52	24	tilapias	tilapia	NOUN
bae-3224	52	25	,	,	PUNCT
bae-3224	52	26	through	through	ADP
bae-3224	52	27	their	their	PRON
bae-3224	52	28	filtering	filter	VERB
bae-3224	52	29	activity	activity	NOUN
bae-3224	52	30	and	and	CCONJ
bae-3224	52	31	consumption	consumption	NOUN
bae-3224	52	32	of	of	ADP
bae-3224	52	33	organic	organic	ADJ
bae-3224	52	34	matter	matter	NOUN
bae-3224	52	35	lying	lie	VERB
bae-3224	52	36	at	at	ADP
bae-3224	52	37	the	the	DET
bae-3224	52	38	bottom	bottom	NOUN
bae-3224	52	39	of	of	ADP
bae-3224	52	40	the	the	DET
bae-3224	52	41	pond	pond	NOUN
bae-3224	52	42	,	,	PUNCT
bae-3224	52	43	improve	improve	VERB
bae-3224	52	44	the	the	DET
bae-3224	52	45	bacteriological	bacteriological	ADJ
bae-3224	52	46	quality	quality	NOUN
bae-3224	52	47	of	of	ADP
bae-3224	52	48	the	the	DET
bae-3224	52	49	pond	pond	NOUN
bae-3224	52	50	water	water	NOUN
bae-3224	52	51	(	(	PUNCT
bae-3224	52	52	corre	corre	X
bae-3224	52	53	et	et	PROPN
bae-3224	52	54	al	al	PROPN
bae-3224	52	55	.	.	PROPN
bae-3224	52	56	,	,	PUNCT
bae-3224	52	57	1999	1999	NUM
bae-3224	52	58	)	)	PUNCT
bae-3224	52	59	.	.	PUNCT
bae-3224	53	1	we	we	PRON
bae-3224	53	2	therefore	therefore	ADV
bae-3224	53	3	conclude	conclude	VERB
bae-3224	53	4	that	that	SCONJ
bae-3224	53	5	the	the	DET
bae-3224	53	6	production	production	NOUN
bae-3224	53	7	process	process	NOUN
bae-3224	53	8	relies	rely	VERB
bae-3224	53	9	on	on	ADP
bae-3224	53	10	a	a	DET
bae-3224	53	11	truly	truly	ADV
bae-3224	53	12	multiple	multiple	ADJ
bae-3224	53	13	-	-	PUNCT
bae-3224	53	14	output	output	NOUN
bae-3224	53	15	technology	technology	NOUN
bae-3224	53	16	,	,	PUNCT
bae-3224	53	17	and	and	CCONJ
bae-3224	53	18	that	that	SCONJ
bae-3224	53	19	it	it	PRON
bae-3224	53	20	is	be	AUX
bae-3224	53	21	not	not	PART
bae-3224	53	22	possible	possible	ADJ
bae-3224	53	23	to	to	PART
bae-3224	53	24	specify	specify	VERB
bae-3224	53	25	different	different	ADJ
bae-3224	53	26	production	production	NOUN
bae-3224	53	27	functions	function	NOUN
bae-3224	53	28	for	for	ADP
bae-3224	53	29	each	each	DET
bae-3224	53	30	output	output	NOUN
bae-3224	53	31	.	.	PUNCT
bae-3224	54	1	the	the	DET
bae-3224	54	2	most	most	ADV
bae-3224	54	3	common	common	ADJ
bae-3224	54	4	approach	approach	NOUN
bae-3224	54	5	to	to	PART
bae-3224	54	6	measure	measure	VERB
bae-3224	54	7	efficiency	efficiency	NOUN
bae-3224	54	8	in	in	ADP
bae-3224	54	9	a	a	DET
bae-3224	54	10	multi	multi	ADJ
bae-3224	54	11	-	-	ADJ
bae-3224	54	12	output	output	ADJ
bae-3224	54	13	setting	setting	NOUN
bae-3224	54	14	involves	involve	VERB
bae-3224	54	15	the	the	DET
bae-3224	54	16	estimation	estimation	NOUN
bae-3224	54	17	of	of	ADP
bae-3224	54	18	dual	dual	ADJ
bae-3224	54	19	cost	cost	NOUN
bae-3224	54	20	,	,	PUNCT
bae-3224	54	21	revenue	revenue	NOUN
bae-3224	54	22	or	or	CCONJ
bae-3224	54	23	profit	profit	NOUN
bae-3224	54	24	functions	function	NOUN
bae-3224	54	25	(	(	PUNCT
bae-3224	54	26	löthgren	löthgren	NOUN
bae-3224	54	27	,	,	PUNCT
bae-3224	54	28	2000	2000	NUM
bae-3224	54	29	)	)	PUNCT
bae-3224	54	30	.	.	PUNCT
bae-3224	55	1	however	however	ADV
bae-3224	55	2	,	,	PUNCT
bae-3224	55	3	this	this	DET
bae-3224	55	4	group	group	NOUN
bae-3224	55	5	of	of	ADP
bae-3224	55	6	methods	method	NOUN
bae-3224	55	7	relies	rely	VERB
bae-3224	55	8	on	on	ADP
bae-3224	55	9	relatively	relatively	ADV
bae-3224	55	10	restrictive	restrictive	ADJ
bae-3224	55	11	behavioural	behavioural	ADJ
bae-3224	55	12	assumptions	assumption	NOUN
bae-3224	55	13	of	of	ADP
bae-3224	55	14	econom178	econom178	PROPN
bae-3224	55	15	x.	x.	PROPN
bae-3224	55	16	irz	irz	PROPN
bae-3224	55	17	,	,	PUNCT
bae-3224	55	18	j.r	j.r	PROPN
bae-3224	55	19	.	.	PROPN
bae-3224	55	20	stevenson	stevenson	PROPN
bae-3224	55	21	ic	ic	PROPN
bae-3224	55	22	optimization	optimization	PROPN
bae-3224	55	23	,	,	PUNCT
bae-3224	55	24	such	such	ADJ
bae-3224	55	25	as	as	ADP
bae-3224	55	26	static	static	ADJ
bae-3224	55	27	revenue	revenue	NOUN
bae-3224	55	28	or	or	CCONJ
bae-3224	55	29	profit	profit	NOUN
bae-3224	55	30	maximisation	maximisation	NOUN
bae-3224	55	31	,	,	PUNCT
bae-3224	55	32	that	that	PRON
bae-3224	55	33	are	be	AUX
bae-3224	55	34	not	not	PART
bae-3224	55	35	expected	expect	VERB
bae-3224	55	36	to	to	PART
bae-3224	55	37	hold	hold	VERB
bae-3224	55	38	in	in	ADP
bae-3224	55	39	developing	develop	VERB
bae-3224	55	40	country	country	NOUN
bae-3224	55	41	aquaculture	aquaculture	NOUN
bae-3224	55	42	as	as	SCONJ
bae-3224	55	43	farmers	farmer	NOUN
bae-3224	55	44	are	be	AUX
bae-3224	55	45	likely	likely	ADJ
bae-3224	55	46	to	to	PART
bae-3224	55	47	adopt	adopt	VERB
bae-3224	55	48	complex	complex	ADJ
bae-3224	55	49	livelihood	livelihood	NOUN
bae-3224	55	50	strategies	strategy	NOUN
bae-3224	55	51	in	in	ADP
bae-3224	55	52	the	the	DET
bae-3224	55	53	face	face	NOUN
bae-3224	55	54	of	of	ADP
bae-3224	55	55	multiple	multiple	ADJ
bae-3224	55	56	market	market	NOUN
bae-3224	55	57	failures	failure	NOUN
bae-3224	55	58	.	.	PUNCT
bae-3224	56	1	for	for	ADP
bae-3224	56	2	instance	instance	NOUN
bae-3224	56	3	,	,	PUNCT
bae-3224	56	4	prawn	prawn	NOUN
bae-3224	56	5	production	production	NOUN
bae-3224	56	6	in	in	ADP
bae-3224	56	7	the	the	DET
bae-3224	56	8	philippines	philippine	NOUN
bae-3224	56	9	,	,	PUNCT
bae-3224	56	10	though	though	SCONJ
bae-3224	56	11	profitable	profitable	ADJ
bae-3224	56	12	on	on	ADP
bae-3224	56	13	average	average	ADJ
bae-3224	56	14	,	,	PUNCT
bae-3224	56	15	is	be	AUX
bae-3224	56	16	also	also	ADV
bae-3224	56	17	inherently	inherently	ADV
bae-3224	56	18	risky	risky	ADJ
bae-3224	56	19	due	due	ADP
bae-3224	56	20	to	to	ADP
bae-3224	56	21	the	the	DET
bae-3224	56	22	presence	presence	NOUN
bae-3224	56	23	of	of	ADP
bae-3224	56	24	diseases	disease	NOUN
bae-3224	56	25	that	that	PRON
bae-3224	56	26	are	be	AUX
bae-3224	56	27	not	not	PART
bae-3224	56	28	easily	easily	ADV
bae-3224	56	29	controlled	control	VERB
bae-3224	56	30	but	but	CCONJ
bae-3224	56	31	have	have	VERB
bae-3224	56	32	the	the	DET
bae-3224	56	33	potential	potential	NOUN
bae-3224	56	34	to	to	PART
bae-3224	56	35	wipe	wipe	VERB
bae-3224	56	36	out	out	ADP
bae-3224	56	37	entire	entire	ADJ
bae-3224	56	38	harvests	harvest	NOUN
bae-3224	56	39	.	.	PUNCT
bae-3224	57	1	this	this	DET
bae-3224	57	2	type	type	NOUN
bae-3224	57	3	of	of	ADP
bae-3224	57	4	risk	risk	NOUN
bae-3224	57	5	is	be	AUX
bae-3224	57	6	unfortunately	unfortunately	ADV
bae-3224	57	7	not	not	PART
bae-3224	57	8	insurable	insurable	ADJ
bae-3224	57	9	due	due	ADP
bae-3224	57	10	to	to	ADP
bae-3224	57	11	the	the	DET
bae-3224	57	12	poor	poor	ADJ
bae-3224	57	13	development	development	NOUN
bae-3224	57	14	of	of	ADP
bae-3224	57	15	insurance	insurance	NOUN
bae-3224	57	16	and	and	CCONJ
bae-3224	57	17	credit	credit	NOUN
bae-3224	57	18	markets	market	NOUN
bae-3224	57	19	.	.	PUNCT
bae-3224	58	1	furthermore	furthermore	ADV
bae-3224	58	2	,	,	PUNCT
bae-3224	58	3	at	at	ADP
bae-3224	58	4	a	a	DET
bae-3224	58	5	more	more	ADV
bae-3224	58	6	practical	practical	ADJ
bae-3224	58	7	level	level	NOUN
bae-3224	58	8	,	,	PUNCT
bae-3224	58	9	estimation	estimation	NOUN
bae-3224	58	10	requires	require	VERB
bae-3224	58	11	data	datum	NOUN
bae-3224	58	12	on	on	ADP
bae-3224	58	13	prices	price	NOUN
bae-3224	58	14	of	of	ADP
bae-3224	58	15	inputs	input	NOUN
bae-3224	58	16	and/or	and/or	CCONJ
bae-3224	58	17	outputs	output	NOUN
bae-3224	58	18	with	with	ADP
bae-3224	58	19	a	a	DET
bae-3224	58	20	minimum	minimum	NOUN
bae-3224	58	21	of	of	ADP
bae-3224	58	22	variability	variability	NOUN
bae-3224	58	23	,	,	PUNCT
bae-3224	58	24	but	but	CCONJ
bae-3224	58	25	such	such	ADJ
bae-3224	58	26	data	datum	NOUN
bae-3224	58	27	is	be	AUX
bae-3224	58	28	unfortunately	unfortunately	ADV
bae-3224	58	29	not	not	PART
bae-3224	58	30	easy	easy	ADJ
bae-3224	58	31	to	to	PART
bae-3224	58	32	obtain	obtain	VERB
bae-3224	58	33	at	at	ADP
bae-3224	58	34	a	a	DET
bae-3224	58	35	given	give	VERB
bae-3224	58	36	point	point	NOUN
bae-3224	58	37	in	in	ADP
bae-3224	58	38	time	time	NOUN
bae-3224	58	39	because	because	SCONJ
bae-3224	58	40	input	input	NOUN
bae-3224	58	41	and	and	CCONJ
bae-3224	58	42	output	output	NOUN
bae-3224	58	43	markets	market	NOUN
bae-3224	58	44	are	be	AUX
bae-3224	58	45	relatively	relatively	ADV
bae-3224	58	46	well	well	ADV
bae-3224	58	47	integrated	integrate	VERB
bae-3224	58	48	within	within	ADP
bae-3224	58	49	regions	region	NOUN
bae-3224	58	50	.	.	PUNCT
bae-3224	59	1	hence	hence	ADV
bae-3224	59	2	,	,	PUNCT
bae-3224	59	3	a	a	DET
bae-3224	59	4	primal	primal	ADJ
bae-3224	59	5	approach	approach	NOUN
bae-3224	59	6	seems	seem	VERB
bae-3224	59	7	better	well	ADV
bae-3224	59	8	suited	suited	ADJ
bae-3224	59	9	to	to	ADP
bae-3224	59	10	the	the	DET
bae-3224	59	11	analysis	analysis	NOUN
bae-3224	59	12	of	of	ADP
bae-3224	59	13	efficiency	efficiency	NOUN
bae-3224	59	14	and	and	CCONJ
bae-3224	59	15	productivity	productivity	NOUN
bae-3224	59	16	for	for	ADP
bae-3224	59	17	this	this	DET
bae-3224	59	18	particular	particular	ADJ
bae-3224	59	19	study	study	NOUN
bae-3224	59	20	.	.	PUNCT
bae-3224	60	1	in	in	ADP
bae-3224	60	2	a	a	DET
bae-3224	60	3	primal	primal	ADJ
bae-3224	60	4	setting	setting	NOUN
bae-3224	60	5	,	,	PUNCT
bae-3224	60	6	a	a	DET
bae-3224	60	7	transformation	transformation	NOUN
bae-3224	60	8	function	function	NOUN
bae-3224	60	9	can	can	AUX
bae-3224	60	10	be	be	AUX
bae-3224	60	11	re	re	VERB
bae-3224	60	12	-	-	VERB
bae-3224	60	13	written	write	VERB
bae-3224	60	14	so	so	SCONJ
bae-3224	60	15	as	as	SCONJ
bae-3224	60	16	to	to	PART
bae-3224	60	17	express	express	VERB
bae-3224	60	18	one	one	NUM
bae-3224	60	19	output	output	NOUN
bae-3224	60	20	as	as	ADP
bae-3224	60	21	a	a	DET
bae-3224	60	22	function	function	NOUN
bae-3224	60	23	of	of	ADP
bae-3224	60	24	the	the	DET
bae-3224	60	25	input	input	NOUN
bae-3224	60	26	vector	vector	NOUN
bae-3224	60	27	and	and	CCONJ
bae-3224	60	28	the	the	DET
bae-3224	60	29	quantities	quantity	NOUN
bae-3224	60	30	of	of	ADP
bae-3224	60	31	all	all	DET
bae-3224	60	32	other	other	ADJ
bae-3224	60	33	outputs	output	NOUN
bae-3224	60	34	,	,	PUNCT
bae-3224	60	35	but	but	CCONJ
bae-3224	60	36	the	the	DET
bae-3224	60	37	resulting	result	VERB
bae-3224	60	38	efficiency	efficiency	NOUN
bae-3224	60	39	scores	score	NOUN
bae-3224	60	40	then	then	ADV
bae-3224	60	41	depend	depend	VERB
bae-3224	60	42	on	on	ADP
bae-3224	60	43	the	the	DET
bae-3224	60	44	particular	particular	ADJ
bae-3224	60	45	output	output	NOUN
bae-3224	60	46	that	that	PRON
bae-3224	60	47	is	be	AUX
bae-3224	60	48	chosen	choose	VERB
bae-3224	60	49	as	as	ADP
bae-3224	60	50	dependent	dependent	ADJ
bae-3224	60	51	variable	variable	NOUN
bae-3224	60	52	,	,	PUNCT
bae-3224	60	53	with	with	ADP
bae-3224	60	54	no	no	DET
bae-3224	60	55	guarantee	guarantee	NOUN
bae-3224	60	56	of	of	ADP
bae-3224	60	57	consistency	consistency	NOUN
bae-3224	60	58	of	of	ADP
bae-3224	60	59	the	the	DET
bae-3224	60	60	resulting	result	VERB
bae-3224	60	61	efficiency	efficiency	NOUN
bae-3224	60	62	rankings	ranking	NOUN
bae-3224	60	63	of	of	ADP
bae-3224	60	64	farms	farm	NOUN
bae-3224	60	65	for	for	ADP
bae-3224	60	66	alternative	alternative	ADJ
bae-3224	60	67	formulations	formulation	NOUN
bae-3224	60	68	of	of	ADP
bae-3224	60	69	the	the	DET
bae-3224	60	70	model	model	NOUN
bae-3224	60	71	.	.	PUNCT
bae-3224	61	1	the	the	DET
bae-3224	61	2	efficiency	efficiency	NOUN
bae-3224	61	3	literature	literature	NOUN
bae-3224	61	4	has	have	AUX
bae-3224	61	5	addressed	address	VERB
bae-3224	61	6	the	the	DET
bae-3224	61	7	problem	problem	NOUN
bae-3224	61	8	by	by	ADP
bae-3224	61	9	developing	develop	VERB
bae-3224	61	10	models	model	NOUN
bae-3224	61	11	based	base	VERB
bae-3224	61	12	on	on	ADP
bae-3224	61	13	input	input	NOUN
bae-3224	61	14	and	and	CCONJ
bae-3224	61	15	output	output	NOUN
bae-3224	61	16	distance	distance	NOUN
bae-3224	61	17	functions	function	NOUN
bae-3224	61	18	(	(	PUNCT
bae-3224	61	19	coelli	coelli	PROPN
bae-3224	61	20	and	and	CCONJ
bae-3224	61	21	perelman	perelman	PROPN
bae-3224	61	22	,	,	PUNCT
bae-3224	61	23	2000	2000	NUM
bae-3224	61	24	;	;	PUNCT
bae-3224	61	25	morrison	morrison	PROPN
bae-3224	61	26	-	-	PUNCT
bae-3224	61	27	paul	paul	PROPN
bae-3224	61	28	,	,	PUNCT
bae-3224	61	29	johnston	johnston	PROPN
bae-3224	61	30	and	and	CCONJ
bae-3224	61	31	frengley	frengley	PROPN
bae-3224	61	32	,	,	PUNCT
bae-3224	61	33	2000	2000	NUM
bae-3224	61	34	;	;	PUNCT
bae-3224	61	35	brümmer	brümmer	ADJ
bae-3224	61	36	,	,	PUNCT
bae-3224	61	37	glauben	glauben	NOUN
bae-3224	61	38	and	and	CCONJ
bae-3224	61	39	thijssen	thijssen	NOUN
bae-3224	61	40	,	,	PUNCT
bae-3224	61	41	2002	2002	NUM
bae-3224	61	42	)	)	PUNCT
bae-3224	61	43	or	or	CCONJ
bae-3224	61	44	ray	ray	NOUN
bae-3224	61	45	production	production	NOUN
bae-3224	61	46	functions	function	NOUN
bae-3224	61	47	(	(	PUNCT
bae-3224	61	48	löthgren	löthgren	NOUN
bae-3224	61	49	,	,	PUNCT
bae-3224	61	50	2000	2000	NUM
bae-3224	61	51	)	)	PUNCT
bae-3224	61	52	.	.	PUNCT
bae-3224	62	1	both	both	DET
bae-3224	62	2	types	type	NOUN
bae-3224	62	3	of	of	ADP
bae-3224	62	4	functions	function	NOUN
bae-3224	62	5	appear	appear	VERB
bae-3224	62	6	equally	equally	ADV
bae-3224	62	7	satisfactory	satisfactory	ADJ
bae-3224	62	8	from	from	ADP
bae-3224	62	9	a	a	DET
bae-3224	62	10	theoretical	theoretical	ADJ
bae-3224	62	11	point	point	NOUN
bae-3224	62	12	of	of	ADP
bae-3224	62	13	view	view	NOUN
bae-3224	62	14	,	,	PUNCT
bae-3224	62	15	but	but	CCONJ
bae-3224	62	16	the	the	DET
bae-3224	62	17	ray	ray	NOUN
bae-3224	62	18	production	production	NOUN
bae-3224	62	19	function	function	NOUN
bae-3224	62	20	seems	seem	VERB
bae-3224	62	21	superior	superior	ADJ
bae-3224	62	22	for	for	ADP
bae-3224	62	23	the	the	DET
bae-3224	62	24	problem	problem	NOUN
bae-3224	62	25	considered	consider	VERB
bae-3224	62	26	in	in	ADP
bae-3224	62	27	our	our	PRON
bae-3224	62	28	paper	paper	NOUN
bae-3224	62	29	for	for	ADP
bae-3224	62	30	two	two	NUM
bae-3224	62	31	reasons	reason	NOUN
bae-3224	62	32	.	.	PUNCT
bae-3224	63	1	first	first	ADV
bae-3224	63	2	,	,	PUNCT
bae-3224	63	3	the	the	DET
bae-3224	63	4	output	output	NOUN
bae-3224	63	5	distance	distance	NOUN
bae-3224	63	6	function	function	NOUN
bae-3224	63	7	is	be	AUX
bae-3224	63	8	linear	linear	ADJ
bae-3224	63	9	homogenous	homogenous	ADJ
bae-3224	63	10	in	in	ADP
bae-3224	63	11	outputs	output	NOUN
bae-3224	63	12	,	,	PUNCT
bae-3224	63	13	which	which	PRON
bae-3224	63	14	is	be	AUX
bae-3224	63	15	imposed	impose	VERB
bae-3224	63	16	globally	globally	ADV
bae-3224	63	17	through	through	ADP
bae-3224	63	18	the	the	DET
bae-3224	63	19	use	use	NOUN
bae-3224	63	20	of	of	ADP
bae-3224	63	21	a	a	DET
bae-3224	63	22	logarithmic	logarithmic	ADJ
bae-3224	63	23	functional	functional	ADJ
bae-3224	63	24	form	form	NOUN
bae-3224	63	25	that	that	PRON
bae-3224	63	26	can	can	AUX
bae-3224	63	27	not	not	PART
bae-3224	63	28	accommodate	accommodate	VERB
bae-3224	63	29	zero	zero	NUM
bae-3224	63	30	values7	values7	NOUN
bae-3224	63	31	.	.	PUNCT
bae-3224	64	1	in	in	ADP
bae-3224	64	2	response	response	NOUN
bae-3224	64	3	to	to	ADP
bae-3224	64	4	that	that	DET
bae-3224	64	5	problem	problem	NOUN
bae-3224	64	6	,	,	PUNCT
bae-3224	64	7	a	a	DET
bae-3224	64	8	common	common	ADJ
bae-3224	64	9	practice	practice	NOUN
bae-3224	64	10	consists	consist	VERB
bae-3224	64	11	of	of	ADP
bae-3224	64	12	replacing	replace	VERB
bae-3224	64	13	zero	zero	NUM
bae-3224	64	14	values	value	NOUN
bae-3224	64	15	with	with	ADP
bae-3224	64	16	small	small	ADJ
bae-3224	64	17	numbers	number	NOUN
bae-3224	64	18	(	(	PUNCT
bae-3224	64	19	see	see	VERB
bae-3224	64	20	morrison	morrison	PROPN
bae-3224	64	21	-	-	PUNCT
bae-3224	64	22	paul	paul	PROPN
bae-3224	64	23	,	,	PUNCT
bae-3224	64	24	johnston	johnston	PROPN
bae-3224	64	25	and	and	CCONJ
bae-3224	64	26	frengley	frengley	PROPN
bae-3224	64	27	,	,	PUNCT
bae-3224	64	28	2000	2000	NUM
bae-3224	64	29	as	as	ADV
bae-3224	64	30	well	well	ADV
bae-3224	64	31	as	as	ADP
bae-3224	64	32	fousekis	fouseki	NOUN
bae-3224	64	33	,	,	PUNCT
bae-3224	64	34	2002	2002	NUM
bae-3224	64	35	for	for	ADP
bae-3224	64	36	two	two	NUM
bae-3224	64	37	examples	example	NOUN
bae-3224	64	38	)	)	PUNCT
bae-3224	64	39	but	but	CCONJ
bae-3224	64	40	this	this	PRON
bae-3224	64	41	seems	seem	VERB
bae-3224	64	42	highly	highly	ADV
bae-3224	64	43	unsatisfactory	unsatisfactory	ADJ
bae-3224	64	44	as	as	SCONJ
bae-3224	64	45	the	the	DET
bae-3224	64	46	logarithmic	logarithmic	ADJ
bae-3224	64	47	function	function	NOUN
bae-3224	64	48	goes	go	VERB
bae-3224	64	49	asymptotically	asymptotically	ADV
bae-3224	64	50	to	to	ADP
bae-3224	64	51	minus	minus	ADJ
bae-3224	64	52	infinity	infinity	NOUN
bae-3224	64	53	at	at	ADP
bae-3224	64	54	zero	zero	NUM
bae-3224	64	55	.	.	PUNCT
bae-3224	65	1	battese	battese	PROPN
bae-3224	65	2	(	(	PUNCT
bae-3224	65	3	1997	1997	NUM
bae-3224	65	4	)	)	PUNCT
bae-3224	65	5	explores	explore	VERB
bae-3224	65	6	this	this	DET
bae-3224	65	7	problem	problem	NOUN
bae-3224	65	8	in	in	ADP
bae-3224	65	9	the	the	DET
bae-3224	65	10	context	context	NOUN
bae-3224	65	11	of	of	ADP
bae-3224	65	12	a	a	DET
bae-3224	65	13	cobb	cobb	PROPN
bae-3224	65	14	-	-	PUNCT
bae-3224	65	15	douglas	douglas	PROPN
bae-3224	65	16	production	production	NOUN
bae-3224	65	17	function	function	NOUN
bae-3224	65	18	to	to	PART
bae-3224	65	19	conclude	conclude	VERB
bae-3224	65	20	that	that	SCONJ
bae-3224	65	21	it	it	PRON
bae-3224	65	22	can	can	AUX
bae-3224	65	23	seriously	seriously	ADV
bae-3224	65	24	bias	bias	VERB
bae-3224	65	25	the	the	DET
bae-3224	65	26	parameter	parameter	NOUN
bae-3224	65	27	estimates	estimate	NOUN
bae-3224	65	28	.	.	PUNCT
bae-3224	66	1	given	give	VERB
bae-3224	66	2	that	that	SCONJ
bae-3224	66	3	most	most	ADJ
bae-3224	66	4	farms	farm	NOUN
bae-3224	66	5	in	in	ADP
bae-3224	66	6	our	our	PRON
bae-3224	66	7	sample	sample	NOUN
bae-3224	66	8	do	do	AUX
bae-3224	66	9	not	not	PART
bae-3224	66	10	produce	produce	VERB
bae-3224	66	11	all	all	DET
bae-3224	66	12	four	four	NUM
bae-3224	66	13	outputs	output	NOUN
bae-3224	66	14	,	,	PUNCT
bae-3224	66	15	this	this	DET
bae-3224	66	16	problem	problem	NOUN
bae-3224	66	17	represents	represent	VERB
bae-3224	66	18	a	a	DET
bae-3224	66	19	major	major	ADJ
bae-3224	66	20	obstacle	obstacle	NOUN
bae-3224	66	21	to	to	ADP
bae-3224	66	22	the	the	DET
bae-3224	66	23	estimation	estimation	NOUN
bae-3224	66	24	of	of	ADP
bae-3224	66	25	an	an	DET
bae-3224	66	26	output	output	NOUN
bae-3224	66	27	distance	distance	NOUN
bae-3224	66	28	function	function	NOUN
bae-3224	66	29	from	from	ADP
bae-3224	66	30	our	our	PRON
bae-3224	66	31	data	datum	NOUN
bae-3224	66	32	.	.	PUNCT
bae-3224	67	1	the	the	DET
bae-3224	67	2	second	second	ADJ
bae-3224	67	3	issue	issue	NOUN
bae-3224	67	4	with	with	ADP
bae-3224	67	5	the	the	DET
bae-3224	67	6	distance	distance	NOUN
bae-3224	67	7	function	function	NOUN
bae-3224	67	8	arises	arise	VERB
bae-3224	67	9	from	from	ADP
bae-3224	67	10	the	the	DET
bae-3224	67	11	fact	fact	NOUN
bae-3224	67	12	that	that	SCONJ
bae-3224	67	13	its	its	PRON
bae-3224	67	14	value	value	NOUN
bae-3224	67	15	is	be	AUX
bae-3224	67	16	unobservable	unobservable	ADJ
bae-3224	67	17	so	so	SCONJ
bae-3224	67	18	that	that	SCONJ
bae-3224	67	19	the	the	DET
bae-3224	67	20	estimation	estimation	NOUN
bae-3224	67	21	equation	equation	NOUN
bae-3224	67	22	is	be	AUX
bae-3224	67	23	derived	derive	VERB
bae-3224	67	24	indirectly	indirectly	ADV
bae-3224	67	25	by	by	ADP
bae-3224	67	26	exploiting	exploit	VERB
bae-3224	67	27	the	the	DET
bae-3224	67	28	homogeneity	homogeneity	NOUN
bae-3224	67	29	properties	property	NOUN
bae-3224	67	30	of	of	ADP
bae-3224	67	31	the	the	DET
bae-3224	67	32	distance	distance	NOUN
bae-3224	67	33	function	function	NOUN
bae-3224	67	34	.	.	PUNCT
bae-3224	68	1	however	however	ADV
bae-3224	68	2	,	,	PUNCT
bae-3224	68	3	it	it	PRON
bae-3224	68	4	is	be	AUX
bae-3224	68	5	feared	fear	VERB
bae-3224	68	6	that	that	SCONJ
bae-3224	68	7	the	the	DET
bae-3224	68	8	resulting	result	VERB
bae-3224	68	9	estimable	estimable	ADJ
bae-3224	68	10	equation	equation	NOUN
bae-3224	68	11	leads	lead	VERB
bae-3224	68	12	to	to	ADP
bae-3224	68	13	possible	possible	ADJ
bae-3224	68	14	endogeneity	endogeneity	NOUN
bae-3224	68	15	problems	problem	NOUN
bae-3224	68	16	(	(	PUNCT
bae-3224	68	17	grosskopf	grosskopf	PROPN
bae-3224	68	18	et	et	PROPN
bae-3224	68	19	al	al	PROPN
bae-3224	68	20	.	.	PROPN
bae-3224	68	21	,	,	PUNCT
bae-3224	68	22	1997	1997	NUM
bae-3224	68	23	;	;	PUNCT
bae-3224	68	24	löthgren	löthgren	NOUN
bae-3224	68	25	,	,	PUNCT
bae-3224	68	26	2000	2000	NUM
bae-3224	68	27	)	)	PUNCT
bae-3224	68	28	.	.	PUNCT
bae-3224	69	1	by	by	ADP
bae-3224	69	2	contrast	contrast	NOUN
bae-3224	69	3	,	,	PUNCT
bae-3224	69	4	no	no	DET
bae-3224	69	5	homogeneity	homogeneity	NOUN
bae-3224	69	6	restriction	restriction	NOUN
bae-3224	69	7	needs	need	VERB
bae-3224	69	8	to	to	PART
bae-3224	69	9	be	be	AUX
bae-3224	69	10	imposed	impose	VERB
bae-3224	69	11	on	on	ADP
bae-3224	69	12	the	the	DET
bae-3224	69	13	ray	ray	NOUN
bae-3224	69	14	production	production	NOUN
bae-3224	69	15	function	function	NOUN
bae-3224	69	16	,	,	PUNCT
bae-3224	69	17	which	which	PRON
bae-3224	69	18	can	can	AUX
bae-3224	69	19	therefore	therefore	ADV
bae-3224	69	20	be	be	AUX
bae-3224	69	21	represented	represent	VERB
bae-3224	69	22	by	by	ADP
bae-3224	69	23	non	non	ADJ
bae-3224	69	24	-	-	ADJ
bae-3224	69	25	logarithmic	logarithmic	ADJ
bae-3224	69	26	functional	functional	ADJ
bae-3224	69	27	forms	form	NOUN
bae-3224	69	28	and	and	CCONJ
bae-3224	69	29	hence	hence	ADV
bae-3224	69	30	accommodate	accommodate	VERB
bae-3224	69	31	zero	zero	NUM
bae-3224	69	32	values	value	NOUN
bae-3224	69	33	.	.	PUNCT
bae-3224	70	1	furthermore	furthermore	ADV
bae-3224	70	2	,	,	PUNCT
bae-3224	70	3	it	it	PRON
bae-3224	70	4	is	be	AUX
bae-3224	70	5	also	also	ADV
bae-3224	70	6	believed	believe	VERB
bae-3224	70	7	that	that	SCONJ
bae-3224	70	8	the	the	DET
bae-3224	70	9	endogeneity	endogeneity	NOUN
bae-3224	70	10	problem	problem	NOUN
bae-3224	70	11	highlighted	highlight	VERB
bae-3224	70	12	above	above	ADV
bae-3224	70	13	for	for	ADP
bae-3224	70	14	the	the	DET
bae-3224	70	15	distance	distance	NOUN
bae-3224	70	16	function	function	NOUN
bae-3224	70	17	does	do	AUX
bae-3224	70	18	not	not	PART
bae-3224	70	19	apply	apply	VERB
bae-3224	70	20	to	to	ADP
bae-3224	70	21	the	the	DET
bae-3224	70	22	ray	ray	NOUN
bae-3224	70	23	production	production	NOUN
bae-3224	70	24	function	function	NOUN
bae-3224	70	25	(	(	PUNCT
bae-3224	70	26	löthgren	löthgren	NOUN
bae-3224	70	27	,	,	PUNCT
bae-3224	70	28	2000	2000	NUM
bae-3224	70	29	)	)	PUNCT
bae-3224	70	30	.	.	PUNCT
bae-3224	71	1	hence	hence	ADV
bae-3224	71	2	,	,	PUNCT
bae-3224	71	3	we	we	PRON
bae-3224	71	4	choose	choose	VERB
bae-3224	71	5	to	to	PART
bae-3224	71	6	pursue	pursue	VERB
bae-3224	71	7	our	our	PRON
bae-3224	71	8	investigation	investigation	NOUN
bae-3224	71	9	of	of	ADP
bae-3224	71	10	efficiency	efficiency	NOUN
bae-3224	71	11	of	of	ADP
bae-3224	71	12	aquaculture	aquaculture	NOUN
bae-3224	71	13	farms	farm	NOUN
bae-3224	71	14	in	in	ADP
bae-3224	71	15	the	the	DET
bae-3224	71	16	philippines	philippine	NOUN
bae-3224	71	17	based	base	VERB
bae-3224	71	18	on	on	ADP
bae-3224	71	19	the	the	DET
bae-3224	71	20	estimation	estimation	NOUN
bae-3224	71	21	of	of	ADP
bae-3224	71	22	a	a	DET
bae-3224	71	23	ray	ray	NOUN
bae-3224	71	24	production	production	NOUN
bae-3224	71	25	function	function	NOUN
bae-3224	71	26	.	.	PUNCT
bae-3224	72	1	7	7	NUM
bae-3224	72	2	in	in	ADP
bae-3224	72	3	fact	fact	NOUN
bae-3224	72	4	,	,	PUNCT
bae-3224	72	5	all	all	DET
bae-3224	72	6	the	the	DET
bae-3224	72	7	published	publish	VERB
bae-3224	72	8	papers	paper	NOUN
bae-3224	72	9	on	on	ADP
bae-3224	72	10	distance	distance	NOUN
bae-3224	72	11	functions	function	NOUN
bae-3224	72	12	of	of	ADP
bae-3224	72	13	which	which	PRON
bae-3224	72	14	we	we	PRON
bae-3224	72	15	are	be	AUX
bae-3224	72	16	aware	aware	ADJ
bae-3224	72	17	use	use	NOUN
bae-3224	72	18	a	a	DET
bae-3224	72	19	transcendental	transcendental	ADJ
bae-3224	72	20	logarithmic	logarithmic	ADJ
bae-3224	72	21	functional	functional	ADJ
bae-3224	72	22	form	form	NOUN
bae-3224	72	23	,	,	PUNCT
bae-3224	72	24	in	in	ADP
bae-3224	72	25	order	order	NOUN
bae-3224	72	26	to	to	PART
bae-3224	72	27	impose	impose	VERB
bae-3224	72	28	homogeneity	homogeneity	NOUN
bae-3224	72	29	while	while	SCONJ
bae-3224	72	30	conferring	confer	VERB
bae-3224	72	31	sufficient	sufficient	ADJ
bae-3224	72	32	flexibility	flexibility	NOUN
bae-3224	72	33	to	to	ADP
bae-3224	72	34	the	the	DET
bae-3224	72	35	parametric	parametric	ADJ
bae-3224	72	36	function	function	NOUN
bae-3224	72	37	.	.	PUNCT
bae-3224	73	1	179efficiency	179efficiency	PROPN
bae-3224	73	2	and	and	CCONJ
bae-3224	73	3	farm	farm	NOUN
bae-3224	73	4	size	size	NOUN
bae-3224	73	5	in	in	ADP
bae-3224	73	6	philippine	philippine	ADJ
bae-3224	73	7	aquaculture	aquaculture	NOUN
bae-3224	73	8	1.2	1.2	NUM
bae-3224	73	9	theoretical	theoretical	ADJ
bae-3224	73	10	model	model	NOUN
bae-3224	73	11	the	the	DET
bae-3224	73	12	main	main	ADJ
bae-3224	73	13	insight	insight	NOUN
bae-3224	73	14	of	of	ADP
bae-3224	73	15	löthgren	löthgren	NOUN
bae-3224	73	16	(	(	PUNCT
bae-3224	73	17	2000	2000	NUM
bae-3224	73	18	)	)	PUNCT
bae-3224	73	19	is	be	AUX
bae-3224	73	20	to	to	PART
bae-3224	73	21	express	express	VERB
bae-3224	73	22	the	the	DET
bae-3224	73	23	output	output	NOUN
bae-3224	73	24	vector	vector	NOUN
bae-3224	73	25	y	y	PROPN
bae-3224	73	26	of	of	ADP
bae-3224	73	27	dimension	dimension	NOUN
bae-3224	73	28	m	m	VERB
bae-3224	73	29	in	in	ADP
bae-3224	73	30	polar	polar	ADJ
bae-3224	73	31	coordinates	coordinate	NOUN
bae-3224	73	32	:	:	PUNCT
bae-3224	73	33	  	  	SPACE
bae-3224	73	34	(	(	PUNCT
bae-3224	73	35	1	1	X
bae-3224	73	36	)	)	PUNCT
bae-3224	73	37	where	where	SCONJ
bae-3224	73	38	denotes	denote	VERB
bae-3224	73	39	the	the	DET
bae-3224	73	40	euclidian	euclidian	ADJ
bae-3224	73	41	norm	norm	NOUN
bae-3224	73	42	of	of	ADP
bae-3224	73	43	vector	vector	NOUN
bae-3224	73	44	y	y	PROPN
bae-3224	73	45	(	(	PUNCT
bae-3224	73	46	 	 	SPACE
bae-3224	73	47	)	)	PUNCT
bae-3224	73	48	,	,	PUNCT
bae-3224	73	49	θ(y	θ(y	PROPN
bae-3224	73	50	)	)	PUNCT
bae-3224	73	51	is	be	AUX
bae-3224	73	52	an	an	DET
bae-3224	73	53	(	(	PUNCT
bae-3224	73	54	m-1	m-1	NOUN
bae-3224	73	55	)	)	PUNCT
bae-3224	73	56	vector	vector	NOUN
bae-3224	73	57	of	of	ADP
bae-3224	73	58	polar	polar	ADJ
bae-3224	73	59	coordinate	coordinate	NOUN
bae-3224	73	60	angles	angle	NOUN
bae-3224	73	61	of	of	ADP
bae-3224	73	62	the	the	DET
bae-3224	73	63	output	output	NOUN
bae-3224	73	64	vector	vector	PROPN
bae-3224	73	65	y	y	PROPN
bae-3224	73	66	,	,	PUNCT
bae-3224	73	67	and	and	CCONJ
bae-3224	73	68	the	the	DET
bae-3224	73	69	m	m	PROPN
bae-3224	73	70	functions	function	NOUN
bae-3224	73	71	mi	mi	NOUN
bae-3224	73	72	:	:	PUNCT
bae-3224	73	73	[	[	X
bae-3224	73	74	0	0	NUM
bae-3224	73	75	,	,	PUNCT
bae-3224	73	76	π/2	π/2	NUM
bae-3224	73	77	]	]	PUNCT
bae-3224	73	78	m-1	m-1	X
bae-3224	73	79	→	→	PUNCT
bae-3224	73	80	[	[	X
bae-3224	73	81	0,1	0,1	NUM
bae-3224	73	82	]	]	PUNCT
bae-3224	73	83	define	define	VERB
bae-3224	73	84	the	the	DET
bae-3224	73	85	coordinates	coordinate	NOUN
bae-3224	73	86	of	of	ADP
bae-3224	73	87	the	the	DET
bae-3224	73	88	normalized	normalize	VERB
bae-3224	73	89	output	output	NOUN
bae-3224	73	90	vector	vector	NOUN
bae-3224	73	91	.	.	PUNCT
bae-3224	74	1	this	this	PRON
bae-3224	74	2	is	be	AUX
bae-3224	74	3	illustrated	illustrate	VERB
bae-3224	74	4	in	in	ADP
bae-3224	74	5	the	the	DET
bae-3224	74	6	two	two	NUM
bae-3224	74	7	-	-	PUNCT
bae-3224	74	8	output	output	NOUN
bae-3224	74	9	case	case	NOUN
bae-3224	74	10	in	in	ADP
bae-3224	74	11	figure	figure	NOUN
bae-3224	74	12	1	1	NUM
bae-3224	74	13	.	.	PUNCT
bae-3224	75	1	the	the	DET
bae-3224	75	2	output	output	NOUN
bae-3224	75	3	vector	vector	NOUN
bae-3224	75	4	of	of	ADP
bae-3224	75	5	farm	farm	NOUN
bae-3224	75	6	c	c	PROPN
bae-3224	75	7	is	be	AUX
bae-3224	75	8	expressed	express	VERB
bae-3224	75	9	in	in	ADP
bae-3224	75	10	terms	term	NOUN
bae-3224	75	11	of	of	ADP
bae-3224	75	12	its	its	PRON
bae-3224	75	13	norm	norm	NOUN
bae-3224	75	14	,	,	PUNCT
bae-3224	75	15	oc	oc	NOUN
bae-3224	75	16	/	/	SYM
bae-3224	75	17	ocr	ocr	NOUN
bae-3224	75	18	,	,	PUNCT
bae-3224	75	19	and	and	CCONJ
bae-3224	75	20	a	a	DET
bae-3224	75	21	single	single	ADJ
bae-3224	75	22	angle	angle	NOUN
bae-3224	75	23	θc	θc	NOUN
bae-3224	75	24	measuring	measure	VERB
bae-3224	75	25	the	the	DET
bae-3224	75	26	relative	relative	ADJ
bae-3224	75	27	proportions	proportion	NOUN
bae-3224	75	28	of	of	ADP
bae-3224	75	29	fish	fish	NOUN
bae-3224	75	30	and	and	CCONJ
bae-3224	75	31	prawn	prawn	NOUN
bae-3224	75	32	outputs	output	NOUN
bae-3224	75	33	,	,	PUNCT
bae-3224	75	34	i.e.	i.e.	X
bae-3224	75	35	the	the	DET
bae-3224	75	36	output	output	NOUN
bae-3224	75	37	mix	mix	NOUN
bae-3224	75	38	.	.	PUNCT
bae-3224	76	1	the	the	DET
bae-3224	76	2	two	two	NUM
bae-3224	76	3	functions	function	NOUN
bae-3224	76	4	mf	mf	X
bae-3224	76	5	and	and	CCONJ
bae-3224	76	6	mp	mp	PROPN
bae-3224	76	7	of	of	ADP
bae-3224	76	8	the	the	DET
bae-3224	76	9	polar	polar	ADJ
bae-3224	76	10	-	-	PUNCT
bae-3224	76	11	coordinate	coordinate	NOUN
bae-3224	76	12	angle	angle	NOUN
bae-3224	76	13	θc	θc	NOUN
bae-3224	76	14	simply	simply	ADV
bae-3224	76	15	define	define	VERB
bae-3224	76	16	the	the	DET
bae-3224	76	17	(	(	PUNCT
bae-3224	76	18	regular	regular	ADJ
bae-3224	76	19	)	)	PUNCT
bae-3224	76	20	coordinates	coordinate	NOUN
bae-3224	76	21	of	of	ADP
bae-3224	76	22	the	the	DET
bae-3224	76	23	normalized	normalize	VERB
bae-3224	76	24	output	output	NOUN
bae-3224	76	25	vector	vector	NOUN
bae-3224	76	26	ocr	ocr	PROPN
bae-3224	76	27	obtained	obtain	VERB
bae-3224	76	28	by	by	ADP
bae-3224	76	29	radial	radial	ADJ
bae-3224	76	30	projection	projection	NOUN
bae-3224	76	31	of	of	ADP
bae-3224	76	32	vector	vector	NOUN
bae-3224	76	33	oc	oc	NOUN
bae-3224	76	34	on	on	ADP
bae-3224	76	35	the	the	DET
bae-3224	76	36	circle	circle	NOUN
bae-3224	76	37	of	of	ADP
bae-3224	76	38	radius	radius	NOUN
bae-3224	76	39	1	1	NUM
bae-3224	76	40	.	.	PUNCT
bae-3224	77	1	the	the	DET
bae-3224	77	2	(	(	PUNCT
bae-3224	77	3	m-1	m-1	NOUN
bae-3224	77	4	)	)	PUNCT
bae-3224	77	5	polar	polar	ADJ
bae-3224	77	6	coordinate	coordinate	NOUN
bae-3224	77	7	angles	angle	NOUN
bae-3224	77	8	are	be	AUX
bae-3224	77	9	obtained	obtain	VERB
bae-3224	77	10	recursively	recursively	ADV
bae-3224	77	11	as	as	ADP
bae-3224	77	12	in	in	ADP
bae-3224	77	13	löthgren	löthgren	NOUN
bae-3224	77	14	(	(	PUNCT
bae-3224	77	15	1997	1997	NUM
bae-3224	77	16	)	)	PUNCT
bae-3224	77	17	,	,	PUNCT
bae-3224	77	18	from	from	ADP
bae-3224	77	19	which	which	PRON
bae-3224	77	20	the	the	DET
bae-3224	77	21	coordinates	coordinate	NOUN
bae-3224	77	22	of	of	ADP
bae-3224	77	23	the	the	DET
bae-3224	77	24	normalized	normalize	VERB
bae-3224	77	25	output	output	NOUN
bae-3224	77	26	vector	vector	NOUN
bae-3224	77	27	can	can	AUX
bae-3224	77	28	easily	easily	ADV
bae-3224	77	29	be	be	AUX
bae-3224	77	30	recovered	recover	VERB
bae-3224	77	31	.	.	PUNCT
bae-3224	78	1	this	this	PRON
bae-3224	78	2	set	set	VERB
bae-3224	78	3	up	up	ADP
bae-3224	78	4	allows	allow	VERB
bae-3224	78	5	us	we	PRON
bae-3224	78	6	to	to	PART
bae-3224	78	7	represent	represent	VERB
bae-3224	78	8	any	any	DET
bae-3224	78	9	technology	technology	NOUN
bae-3224	78	10	by	by	ADP
bae-3224	78	11	a	a	DET
bae-3224	78	12	multi	multi	ADJ
bae-3224	78	13	-	-	ADJ
bae-3224	78	14	output	output	ADJ
bae-3224	78	15	ray	ray	NOUN
bae-3224	78	16	production	production	NOUN
bae-3224	78	17	function	function	NOUN
bae-3224	78	18	f(x	f(x	PROPN
bae-3224	78	19	,	,	PUNCT
bae-3224	78	20	θ(y	θ(y	NOUN
bae-3224	78	21	)	)	PUNCT
bae-3224	78	22	)	)	PUNCT
bae-3224	78	23	as	as	SCONJ
bae-3224	78	24	follows	follow	VERB
bae-3224	78	25	:	:	PUNCT
bae-3224	78	26	  	  	SPACE
bae-3224	78	27	(	(	PUNCT
bae-3224	78	28	2	2	X
bae-3224	78	29	)	)	PUNCT
bae-3224	78	30	this	this	DET
bae-3224	78	31	function	function	NOUN
bae-3224	78	32	gives	give	VERB
bae-3224	78	33	the	the	DET
bae-3224	78	34	maximum	maximum	ADJ
bae-3224	78	35	norm	norm	NOUN
bae-3224	78	36	of	of	ADP
bae-3224	78	37	the	the	DET
bae-3224	78	38	output	output	NOUN
bae-3224	78	39	vector	vector	NOUN
bae-3224	78	40	that	that	PRON
bae-3224	78	41	the	the	DET
bae-3224	78	42	firm	firm	NOUN
bae-3224	78	43	can	can	AUX
bae-3224	78	44	produce	produce	VERB
bae-3224	78	45	,	,	PUNCT
bae-3224	78	46	given	give	VERB
bae-3224	78	47	a	a	DET
bae-3224	78	48	vector	vector	NOUN
bae-3224	78	49	of	of	ADP
bae-3224	78	50	inputs	input	NOUN
bae-3224	78	51	x	x	PUNCT
bae-3224	78	52	and	and	CCONJ
bae-3224	78	53	the	the	DET
bae-3224	78	54	existing	exist	VERB
bae-3224	78	55	production	production	NOUN
bae-3224	78	56	set	set	VERB
bae-3224	78	57	p(x	p(x	NOUN
bae-3224	78	58	)	)	PUNCT
bae-3224	78	59	,	,	PUNCT
bae-3224	78	60	and	and	CCONJ
bae-3224	78	61	assuming	assume	VERB
bae-3224	78	62	that	that	SCONJ
bae-3224	78	63	any	any	DET
bae-3224	78	64	increase	increase	NOUN
bae-3224	78	65	in	in	ADP
bae-3224	78	66	production	production	NOUN
bae-3224	78	67	would	would	AUX
bae-3224	78	68	involve	involve	VERB
bae-3224	78	69	a	a	DET
bae-3224	78	70	proportional	proportional	ADJ
bae-3224	78	71	increase	increase	NOUN
bae-3224	78	72	in	in	ADP
bae-3224	78	73	all	all	DET
bae-3224	78	74	individual	individual	ADJ
bae-3224	78	75	outputs	output	NOUN
bae-3224	78	76	.	.	PUNCT
bae-3224	79	1	figure	figure	VERB
bae-3224	79	2	1	1	NUM
bae-3224	79	3	.	.	PUNCT
bae-3224	79	4	graphical	graphical	ADJ
bae-3224	79	5	presentation	presentation	NOUN
bae-3224	79	6	of	of	ADP
bae-3224	79	7	the	the	DET
bae-3224	79	8	ray	ray	NOUN
bae-3224	79	9	production	production	NOUN
bae-3224	79	10	function	function	NOUN
bae-3224	79	11	  	  	SPACE
bae-3224	79	12	mp(θc	mp(θc	PROPN
bae-3224	79	13	)	)	PUNCT
bae-3224	79	14	  	  	SPACE
bae-3224	79	15	mf(θc	mf(θc	PROPN
bae-3224	79	16	)	)	PUNCT
bae-3224	79	17	  	  	SPACE
bae-3224	79	18	cr	cr	PROPN
bae-3224	79	19	     	     	SPACE
bae-3224	79	20	•	•	NOUN
bae-3224	79	21	  	  	SPACE
bae-3224	79	22	θc	θc	VERB
bae-3224	79	23	  	  	SPACE
bae-3224	79	24	1	1	NUM
bae-3224	79	25	  	  	SPACE
bae-3224	79	26	•	•	ADJ
bae-3224	79	27	  	  	SPACE
bae-3224	79	28	cd	cd	NOUN
bae-3224	79	29	  	  	SPACE
bae-3224	79	30	•	•	NOUN
bae-3224	79	31	 	 	SPACE
bae-3224	79	32	c	c	NOUN
bae-3224	79	33	          	          	SPACE
bae-3224	79	34	p	p	NOUN
bae-3224	79	35	  	  	SPACE
bae-3224	79	36	•	•	ADP
bae-3224	79	37	  	  	SPACE
bae-3224	79	38	p	p	NOUN
bae-3224	79	39	’	'	PUNCT
bae-3224	79	40	  	  	SPACE
bae-3224	79	41	prawn	prawn	NOUN
bae-3224	79	42	  	  	SPACE
bae-3224	79	43	output	output	NOUN
bae-3224	79	44	    	    	SPACE
bae-3224	79	45	fish	fish	NOUN
bae-3224	79	46	 	 	SPACE
bae-3224	79	47	output	output	NOUN
bae-3224	79	48	    	    	SPACE
bae-3224	79	49	o	o	NOUN
bae-3224	79	50	  	  	SPACE
bae-3224	79	51	1	1	NUM
bae-3224	79	52	  	  	SPACE
bae-3224	79	53	180	180	NUM
bae-3224	79	54	x.	x.	NOUN
bae-3224	79	55	irz	irz	PROPN
bae-3224	79	56	,	,	PUNCT
bae-3224	79	57	j.r	j.r	PROPN
bae-3224	79	58	.	.	PROPN
bae-3224	79	59	stevenson	stevenson	PROPN
bae-3224	79	60	hence	hence	ADV
bae-3224	79	61	,	,	PUNCT
bae-3224	79	62	any	any	DET
bae-3224	79	63	technologically	technologically	ADV
bae-3224	79	64	feasible	feasible	ADJ
bae-3224	79	65	input	input	NOUN
bae-3224	79	66	-	-	PUNCT
bae-3224	79	67	output	output	NOUN
bae-3224	79	68	combination	combination	NOUN
bae-3224	79	69	(	(	PUNCT
bae-3224	79	70	x	x	NOUN
bae-3224	79	71	,	,	PUNCT
bae-3224	79	72	y	y	NOUN
bae-3224	79	73	)	)	PUNCT
bae-3224	79	74	is	be	AUX
bae-3224	79	75	defined	define	VERB
bae-3224	79	76	by	by	ADP
bae-3224	79	77	the	the	DET
bae-3224	79	78	inequality	inequality	NOUN
bae-3224	79	79	.	.	PUNCT
bae-3224	80	1	in	in	ADP
bae-3224	80	2	terms	term	NOUN
bae-3224	80	3	of	of	ADP
bae-3224	80	4	figure	figure	NOUN
bae-3224	80	5	1	1	NUM
bae-3224	80	6	,	,	PUNCT
bae-3224	80	7	the	the	DET
bae-3224	80	8	value	value	NOUN
bae-3224	80	9	of	of	ADP
bae-3224	80	10	the	the	DET
bae-3224	80	11	ray	ray	NOUN
bae-3224	80	12	production	production	NOUN
bae-3224	80	13	function	function	NOUN
bae-3224	80	14	is	be	AUX
bae-3224	80	15	simply	simply	ADV
bae-3224	80	16	equal	equal	ADJ
bae-3224	80	17	for	for	ADP
bae-3224	80	18	farm	farm	NOUN
bae-3224	80	19	c	c	PROPN
bae-3224	80	20	to	to	ADP
bae-3224	80	21	the	the	DET
bae-3224	80	22	ratio	ratio	NOUN
bae-3224	80	23	ocd	ocd	PROPN
bae-3224	80	24	/	/	SYM
bae-3224	80	25	ocr	ocr	PROPN
bae-3224	80	26	.	.	PUNCT
bae-3224	81	1	under	under	ADP
bae-3224	81	2	the	the	DET
bae-3224	81	3	assumption	assumption	NOUN
bae-3224	81	4	of	of	ADP
bae-3224	81	5	strong	strong	ADJ
bae-3224	81	6	input	input	NOUN
bae-3224	81	7	disposability	disposability	NOUN
bae-3224	81	8	,	,	PUNCT
bae-3224	81	9	the	the	DET
bae-3224	81	10	ray	ray	NOUN
bae-3224	81	11	function	function	NOUN
bae-3224	81	12	is	be	AUX
bae-3224	81	13	positively	positively	ADV
bae-3224	81	14	monotonic	monotonic	ADJ
bae-3224	81	15	in	in	ADP
bae-3224	81	16	inputs	input	NOUN
bae-3224	81	17	(	(	PUNCT
bae-3224	81	18	löthgren	löthgren	NOUN
bae-3224	81	19	,	,	PUNCT
bae-3224	81	20	2000	2000	NUM
bae-3224	81	21	)	)	PUNCT
bae-3224	81	22	.	.	PUNCT
bae-3224	82	1	the	the	DET
bae-3224	82	2	usefulness	usefulness	NOUN
bae-3224	82	3	of	of	ADP
bae-3224	82	4	the	the	DET
bae-3224	82	5	ray	ray	NOUN
bae-3224	82	6	production	production	NOUN
bae-3224	82	7	function	function	NOUN
bae-3224	82	8	in	in	ADP
bae-3224	82	9	measuring	measure	VERB
bae-3224	82	10	efficiency	efficiency	NOUN
bae-3224	82	11	derives	derive	VERB
bae-3224	82	12	from	from	ADP
bae-3224	82	13	its	its	PRON
bae-3224	82	14	relation	relation	NOUN
bae-3224	82	15	to	to	ADP
bae-3224	82	16	the	the	DET
bae-3224	82	17	output	output	NOUN
bae-3224	82	18	distance	distance	NOUN
bae-3224	82	19	function	function	NOUN
bae-3224	82	20	.	.	PUNCT
bae-3224	83	1	it	it	PRON
bae-3224	83	2	follows	follow	VERB
bae-3224	83	3	from	from	ADP
bae-3224	83	4	equation	equation	NOUN
bae-3224	83	5	(	(	PUNCT
bae-3224	83	6	2	2	NUM
bae-3224	83	7	)	)	PUNCT
bae-3224	83	8	that	that	PRON
bae-3224	83	9	,	,	PUNCT
bae-3224	83	10	for	for	ADP
bae-3224	83	11	any	any	DET
bae-3224	83	12	observed	observed	ADJ
bae-3224	83	13	output	output	NOUN
bae-3224	83	14	vector	vector	NOUN
bae-3224	83	15	y	y	PROPN
bae-3224	83	16	:	:	PUNCT
bae-3224	83	17	  	  	SPACE
bae-3224	83	18	(	(	PUNCT
bae-3224	83	19	3	3	X
bae-3224	83	20	)	)	PUNCT
bae-3224	83	21	this	this	PRON
bae-3224	83	22	is	be	AUX
bae-3224	83	23	indeed	indeed	ADV
bae-3224	83	24	observed	observe	VERB
bae-3224	83	25	in	in	ADP
bae-3224	83	26	our	our	PRON
bae-3224	83	27	graphical	graphical	ADJ
bae-3224	83	28	example	example	NOUN
bae-3224	83	29	,	,	PUNCT
bae-3224	83	30	as	as	SCONJ
bae-3224	83	31	ratio	ratio	NOUN
bae-3224	83	32	oc	oc	NOUN
bae-3224	83	33	/	/	SYM
bae-3224	83	34	ocd	ocd	PROPN
bae-3224	83	35	is	be	AUX
bae-3224	83	36	obviously	obviously	ADV
bae-3224	83	37	equal	equal	ADJ
bae-3224	83	38	to	to	PART
bae-3224	83	39	oc	oc	VERB
bae-3224	83	40	/	/	SYM
bae-3224	83	41	ocr	ocr	NOUN
bae-3224	83	42	divided	divide	VERB
bae-3224	83	43	by	by	ADP
bae-3224	83	44	ocd	ocd	PROPN
bae-3224	83	45	/	/	SYM
bae-3224	83	46	ocr	ocr	PROPN
bae-3224	83	47	.	.	PUNCT
bae-3224	84	1	this	this	DET
bae-3224	84	2	relationship	relationship	NOUN
bae-3224	84	3	is	be	AUX
bae-3224	84	4	most	most	ADV
bae-3224	84	5	important	important	ADJ
bae-3224	84	6	because	because	SCONJ
bae-3224	84	7	we	we	PRON
bae-3224	84	8	know	know	VERB
bae-3224	84	9	that	that	SCONJ
bae-3224	84	10	virtually	virtually	ADV
bae-3224	84	11	all	all	DET
bae-3224	84	12	the	the	DET
bae-3224	84	13	properties	property	NOUN
bae-3224	84	14	of	of	ADP
bae-3224	84	15	a	a	DET
bae-3224	84	16	multi	multi	ADJ
bae-3224	84	17	-	-	ADJ
bae-3224	84	18	output	output	ADJ
bae-3224	84	19	technology	technology	NOUN
bae-3224	84	20	can	can	AUX
bae-3224	84	21	be	be	AUX
bae-3224	84	22	recovered	recover	VERB
bae-3224	84	23	from	from	ADP
bae-3224	84	24	the	the	DET
bae-3224	84	25	distance	distance	NOUN
bae-3224	84	26	function	function	NOUN
bae-3224	84	27	.	.	PUNCT
bae-3224	85	1	for	for	ADP
bae-3224	85	2	instance	instance	NOUN
bae-3224	85	3	,	,	PUNCT
bae-3224	85	4	brummer	brummer	NOUN
bae-3224	85	5	,	,	PUNCT
bae-3224	85	6	glauben	glauben	NOUN
bae-3224	85	7	and	and	CCONJ
bae-3224	85	8	thijssen	thijssen	PROPN
bae-3224	85	9	(	(	PUNCT
bae-3224	85	10	2002	2002	NUM
bae-3224	85	11	)	)	PUNCT
bae-3224	85	12	use	use	VERB
bae-3224	85	13	it	it	PRON
bae-3224	85	14	to	to	PART
bae-3224	85	15	characterize	characterize	VERB
bae-3224	85	16	technological	technological	ADJ
bae-3224	85	17	change	change	NOUN
bae-3224	85	18	and	and	CCONJ
bae-3224	85	19	productivity	productivity	NOUN
bae-3224	85	20	growth	growth	NOUN
bae-3224	85	21	,	,	PUNCT
bae-3224	85	22	while	while	SCONJ
bae-3224	85	23	kim	kim	PROPN
bae-3224	85	24	(	(	PUNCT
bae-3224	85	25	2000	2000	NUM
bae-3224	85	26	)	)	PUNCT
bae-3224	85	27	derives	derive	VERB
bae-3224	85	28	measures	measure	NOUN
bae-3224	85	29	of	of	ADP
bae-3224	85	30	output	output	NOUN
bae-3224	85	31	substitutability	substitutability	NOUN
bae-3224	85	32	from	from	ADP
bae-3224	85	33	it	it	PRON
bae-3224	85	34	.	.	PUNCT
bae-3224	86	1	equation	equation	NOUN
bae-3224	86	2	(	(	PUNCT
bae-3224	86	3	3	3	X
bae-3224	86	4	)	)	PUNCT
bae-3224	86	5	therefore	therefore	ADV
bae-3224	86	6	implies	imply	VERB
bae-3224	86	7	that	that	SCONJ
bae-3224	86	8	the	the	DET
bae-3224	86	9	same	same	ADJ
bae-3224	86	10	can	can	AUX
bae-3224	86	11	be	be	AUX
bae-3224	86	12	done	do	VERB
bae-3224	86	13	from	from	ADP
bae-3224	86	14	the	the	DET
bae-3224	86	15	ray	ray	NOUN
bae-3224	86	16	production	production	NOUN
bae-3224	86	17	function	function	NOUN
bae-3224	86	18	.	.	PUNCT
bae-3224	87	1	for	for	ADP
bae-3224	87	2	our	our	PRON
bae-3224	87	3	purpose	purpose	NOUN
bae-3224	87	4	,	,	PUNCT
bae-3224	87	5	it	it	PRON
bae-3224	87	6	is	be	AUX
bae-3224	87	7	sufficient	sufficient	ADJ
bae-3224	87	8	to	to	PART
bae-3224	87	9	recognize	recognize	VERB
bae-3224	87	10	that	that	SCONJ
bae-3224	87	11	output	output	NOUN
bae-3224	87	12	elasticities	elasticity	NOUN
bae-3224	87	13	are	be	AUX
bae-3224	87	14	easily	easily	ADV
bae-3224	87	15	derived	derive	VERB
bae-3224	87	16	from	from	ADP
bae-3224	87	17	the	the	DET
bae-3224	87	18	ray	ray	NOUN
bae-3224	87	19	production	production	NOUN
bae-3224	87	20	function	function	NOUN
bae-3224	87	21	as	as	ADP
bae-3224	87	22	:	:	PUNCT
bae-3224	87	23	  	  	SPACE
bae-3224	87	24	(	(	PUNCT
bae-3224	87	25	4	4	X
bae-3224	87	26	)	)	PUNCT
bae-3224	87	27	this	this	DET
bae-3224	87	28	expression	expression	NOUN
bae-3224	87	29	gives	give	VERB
bae-3224	87	30	the	the	DET
bae-3224	87	31	percentage	percentage	NOUN
bae-3224	87	32	change	change	NOUN
bae-3224	87	33	in	in	ADP
bae-3224	87	34	all	all	DET
bae-3224	87	35	outputs	output	NOUN
bae-3224	87	36	resulting	result	VERB
bae-3224	87	37	from	from	ADP
bae-3224	87	38	a	a	DET
bae-3224	87	39	one	one	NUM
bae-3224	87	40	percent	percent	NOUN
bae-3224	87	41	change	change	NOUN
bae-3224	87	42	in	in	ADP
bae-3224	87	43	input	input	NOUN
bae-3224	87	44	j	j	PROPN
bae-3224	87	45	and	and	CCONJ
bae-3224	87	46	is	be	AUX
bae-3224	87	47	expected	expect	VERB
bae-3224	87	48	to	to	PART
bae-3224	87	49	take	take	VERB
bae-3224	87	50	a	a	DET
bae-3224	87	51	positive	positive	ADJ
bae-3224	87	52	value	value	NOUN
bae-3224	87	53	(	(	PUNCT
bae-3224	87	54	fousekis	fousekis	PROPN
bae-3224	87	55	,	,	PUNCT
bae-3224	87	56	2002	2002	NUM
bae-3224	87	57	)	)	PUNCT
bae-3224	87	58	.	.	PUNCT
bae-3224	88	1	alternatively	alternatively	ADV
bae-3224	88	2	,	,	PUNCT
bae-3224	88	3	appendix	appendix	NOUN
bae-3224	88	4	1	1	NUM
bae-3224	88	5	demonstrates	demonstrate	VERB
bae-3224	88	6	that	that	SCONJ
bae-3224	88	7	because	because	SCONJ
bae-3224	88	8	the	the	DET
bae-3224	88	9	ray	ray	NOUN
bae-3224	88	10	production	production	NOUN
bae-3224	88	11	function	function	NOUN
bae-3224	88	12	entertains	entertain	VERB
bae-3224	88	13	some	some	DET
bae-3224	88	14	duality	duality	NOUN
bae-3224	88	15	with	with	ADP
bae-3224	88	16	both	both	CCONJ
bae-3224	88	17	the	the	DET
bae-3224	88	18	maximum	maximum	ADJ
bae-3224	88	19	revenue	revenue	NOUN
bae-3224	88	20	and	and	CCONJ
bae-3224	88	21	minimum	minimum	NOUN
bae-3224	88	22	cost	cost	NOUN
bae-3224	88	23	functions	function	NOUN
bae-3224	88	24	,	,	PUNCT
bae-3224	88	25	this	this	DET
bae-3224	88	26	elasticity	elasticity	NOUN
bae-3224	88	27	can	can	AUX
bae-3224	88	28	be	be	AUX
bae-3224	88	29	interpreted	interpret	VERB
bae-3224	88	30	as	as	ADP
bae-3224	88	31	the	the	DET
bae-3224	88	32	revenue	revenue	NOUN
bae-3224	88	33	elasticity	elasticity	NOUN
bae-3224	88	34	or	or	CCONJ
bae-3224	88	35	the	the	DET
bae-3224	88	36	scale	scale	NOUN
bae-3224	88	37	-	-	PUNCT
bae-3224	88	38	adjusted	adjust	VERB
bae-3224	88	39	cost	cost	NOUN
bae-3224	88	40	share	share	NOUN
bae-3224	88	41	of	of	ADP
bae-3224	88	42	input	input	NOUN
bae-3224	88	43	j.	j.	PROPN
bae-3224	88	44	the	the	DET
bae-3224	88	45	scale	scale	NOUN
bae-3224	88	46	elasticity	elasticity	NOUN
bae-3224	88	47	follows	follow	VERB
bae-3224	88	48	immediately	immediately	ADV
bae-3224	88	49	(	(	PUNCT
bae-3224	88	50	löthgren	löthgren	NOUN
bae-3224	88	51	,	,	PUNCT
bae-3224	88	52	2000	2000	NUM
bae-3224	88	53	):	):	PUNCT
bae-3224	88	54	  	  	SPACE
bae-3224	88	55	(	(	PUNCT
bae-3224	88	56	5	5	NUM
bae-3224	88	57	)	)	PUNCT
bae-3224	88	58	this	this	DET
bae-3224	88	59	elasticity	elasticity	NOUN
bae-3224	88	60	should	should	AUX
bae-3224	88	61	be	be	AUX
bae-3224	88	62	compared	compare	VERB
bae-3224	88	63	to	to	ADP
bae-3224	88	64	unity	unity	NOUN
bae-3224	88	65	to	to	PART
bae-3224	88	66	establish	establish	VERB
bae-3224	88	67	whether	whether	SCONJ
bae-3224	88	68	the	the	DET
bae-3224	88	69	firm	firm	NOUN
bae-3224	88	70	operates	operate	VERB
bae-3224	88	71	under	under	ADP
bae-3224	88	72	decreasing	decrease	VERB
bae-3224	88	73	,	,	PUNCT
bae-3224	88	74	constant	constant	ADJ
bae-3224	88	75	or	or	CCONJ
bae-3224	88	76	increasing	increase	VERB
bae-3224	88	77	returns	return	NOUN
bae-3224	88	78	to	to	PART
bae-3224	88	79	scale	scale	VERB
bae-3224	88	80	.	.	PUNCT
bae-3224	89	1	2	2	X
bae-3224	89	2	.	.	X
bae-3224	89	3	estimation	estimation	NOUN
bae-3224	89	4	strategy	strategy	NOUN
bae-3224	89	5	2.1	2.1	NUM
bae-3224	89	6	the	the	DET
bae-3224	89	7	econometric	econometric	ADJ
bae-3224	89	8	model	model	NOUN
bae-3224	89	9	the	the	DET
bae-3224	89	10	estimation	estimation	NOUN
bae-3224	89	11	of	of	ADP
bae-3224	89	12	firm	firm	ADJ
bae-3224	89	13	-	-	PUNCT
bae-3224	89	14	level	level	NOUN
bae-3224	89	15	efficiency	efficiency	NOUN
bae-3224	89	16	scores	score	NOUN
bae-3224	89	17	from	from	ADP
bae-3224	89	18	a	a	DET
bae-3224	89	19	ray	ray	NOUN
bae-3224	89	20	production	production	NOUN
bae-3224	89	21	function	function	NOUN
bae-3224	89	22	follows	follow	VERB
bae-3224	89	23	the	the	DET
bae-3224	89	24	stochastic	stochastic	ADJ
bae-3224	89	25	frontier	frontier	NOUN
bae-3224	89	26	methodology	methodology	NOUN
bae-3224	89	27	initially	initially	ADV
bae-3224	89	28	proposed	propose	VERB
bae-3224	89	29	by	by	ADP
bae-3224	89	30	aigner	aigner	NOUN
bae-3224	89	31	,	,	PUNCT
bae-3224	89	32	lovell	lovell	PROPN
bae-3224	89	33	and	and	CCONJ
bae-3224	89	34	schmidt	schmidt	PROPN
bae-3224	89	35	181efficiency	181efficiency	PROPN
bae-3224	89	36	and	and	CCONJ
bae-3224	89	37	farm	farm	NOUN
bae-3224	89	38	size	size	NOUN
bae-3224	89	39	in	in	ADP
bae-3224	89	40	philippine	philippine	ADJ
bae-3224	89	41	aquaculture	aquaculture	NOUN
bae-3224	89	42	(	(	PUNCT
bae-3224	89	43	1977	1977	NUM
bae-3224	89	44	)	)	PUNCT
bae-3224	89	45	.	.	PUNCT
bae-3224	90	1	accordingly	accordingly	ADV
bae-3224	90	2	,	,	PUNCT
bae-3224	90	3	a	a	DET
bae-3224	90	4	scalar	scalar	ADV
bae-3224	90	5	-	-	PUNCT
bae-3224	90	6	valued	value	VERB
bae-3224	90	7	composed	compose	VERB
bae-3224	90	8	error	error	NOUN
bae-3224	90	9	term	term	NOUN
bae-3224	90	10	is	be	AUX
bae-3224	90	11	introduced	introduce	VERB
bae-3224	90	12	in	in	ADP
bae-3224	90	13	the	the	DET
bae-3224	90	14	empirical	empirical	ADJ
bae-3224	90	15	ray	ray	NOUN
bae-3224	90	16	production	production	NOUN
bae-3224	90	17	function8	function8	PROPN
bae-3224	90	18	:	:	PUNCT
bae-3224	90	19	  	  	SPACE
bae-3224	90	20	(	(	PUNCT
bae-3224	90	21	6	6	NUM
bae-3224	90	22	)	)	PUNCT
bae-3224	90	23	where	where	SCONJ
bae-3224	90	24	β	β	PROPN
bae-3224	90	25	is	be	AUX
bae-3224	90	26	a	a	DET
bae-3224	90	27	vector	vector	NOUN
bae-3224	90	28	of	of	ADP
bae-3224	90	29	parameters	parameter	NOUN
bae-3224	90	30	to	to	PART
bae-3224	90	31	be	be	AUX
bae-3224	90	32	estimated	estimate	VERB
bae-3224	90	33	;	;	PUNCT
bae-3224	90	34	v	v	X
bae-3224	90	35	is	be	AUX
bae-3224	90	36	a	a	DET
bae-3224	90	37	symmetric	symmetric	ADJ
bae-3224	90	38	random	random	ADJ
bae-3224	90	39	variable	variable	NOUN
bae-3224	90	40	that	that	PRON
bae-3224	90	41	is	be	AUX
bae-3224	90	42	independently	independently	ADV
bae-3224	90	43	and	and	CCONJ
bae-3224	90	44	identically	identically	ADV
bae-3224	90	45	distributed	distribute	VERB
bae-3224	90	46	across	across	ADP
bae-3224	90	47	individuals	individual	NOUN
bae-3224	90	48	;	;	PUNCT
bae-3224	90	49	and	and	CCONJ
bae-3224	90	50	u	u	NOUN
bae-3224	90	51	is	be	AUX
bae-3224	90	52	a	a	DET
bae-3224	90	53	non	non	ADJ
bae-3224	90	54	-	-	ADJ
bae-3224	90	55	negative	negative	ADJ
bae-3224	90	56	random	random	ADJ
bae-3224	90	57	variable	variable	NOUN
bae-3224	90	58	.	.	PUNCT
bae-3224	91	1	this	this	DET
bae-3224	91	2	specification	specification	NOUN
bae-3224	91	3	recognizes	recognize	VERB
bae-3224	91	4	the	the	DET
bae-3224	91	5	fact	fact	NOUN
bae-3224	91	6	that	that	SCONJ
bae-3224	91	7	production	production	NOUN
bae-3224	91	8	is	be	AUX
bae-3224	91	9	first	first	ADV
bae-3224	91	10	affected	affect	VERB
bae-3224	91	11	by	by	ADP
bae-3224	91	12	random	random	ADJ
bae-3224	91	13	shocks	shock	NOUN
bae-3224	91	14	and	and	CCONJ
bae-3224	91	15	measurement	measurement	NOUN
bae-3224	91	16	errors	error	NOUN
bae-3224	91	17	,	,	PUNCT
bae-3224	91	18	which	which	PRON
bae-3224	91	19	are	be	AUX
bae-3224	91	20	captured	capture	VERB
bae-3224	91	21	by	by	ADP
bae-3224	91	22	the	the	DET
bae-3224	91	23	disturbance	disturbance	NOUN
bae-3224	91	24	term	term	NOUN
bae-3224	91	25	v.	v.	ADP
bae-3224	91	26	however	however	ADV
bae-3224	91	27	,	,	PUNCT
bae-3224	91	28	the	the	DET
bae-3224	91	29	productive	productive	ADJ
bae-3224	91	30	performance	performance	NOUN
bae-3224	91	31	of	of	ADP
bae-3224	91	32	farms	farm	NOUN
bae-3224	91	33	is	be	AUX
bae-3224	91	34	also	also	ADV
bae-3224	91	35	determined	determine	VERB
bae-3224	91	36	by	by	ADP
bae-3224	91	37	the	the	DET
bae-3224	91	38	quality	quality	NOUN
bae-3224	91	39	of	of	ADP
bae-3224	91	40	managerial	managerial	ADJ
bae-3224	91	41	decisions	decision	NOUN
bae-3224	91	42	and	and	CCONJ
bae-3224	91	43	it	it	PRON
bae-3224	91	44	is	be	AUX
bae-3224	91	45	likely	likely	ADJ
bae-3224	91	46	that	that	SCONJ
bae-3224	91	47	some	some	DET
bae-3224	91	48	farmers	farmer	NOUN
bae-3224	91	49	make	make	VERB
bae-3224	91	50	mistakes	mistake	NOUN
bae-3224	91	51	,	,	PUNCT
bae-3224	91	52	i.e.	i.e.	X
bae-3224	91	53	,	,	PUNCT
bae-3224	91	54	that	that	SCONJ
bae-3224	91	55	they	they	PRON
bae-3224	91	56	are	be	AUX
bae-3224	91	57	technically	technically	ADV
bae-3224	91	58	inefficient	inefficient	ADJ
bae-3224	91	59	.	.	PUNCT
bae-3224	92	1	this	this	PRON
bae-3224	92	2	is	be	AUX
bae-3224	92	3	formally	formally	ADV
bae-3224	92	4	captured	capture	VERB
bae-3224	92	5	by	by	ADP
bae-3224	92	6	the	the	DET
bae-3224	92	7	random	random	ADJ
bae-3224	92	8	variable	variable	ADJ
bae-3224	92	9	u	u	NOUN
bae-3224	92	10	that	that	PRON
bae-3224	92	11	describes	describe	VERB
bae-3224	92	12	the	the	DET
bae-3224	92	13	deviation	deviation	NOUN
bae-3224	92	14	of	of	ADP
bae-3224	92	15	the	the	DET
bae-3224	92	16	norm	norm	NOUN
bae-3224	92	17	of	of	ADP
bae-3224	92	18	the	the	DET
bae-3224	92	19	observed	observe	VERB
bae-3224	92	20	output	output	NOUN
bae-3224	92	21	vector	vector	NOUN
bae-3224	92	22	y	y	PROPN
bae-3224	92	23	from	from	ADP
bae-3224	92	24	the	the	DET
bae-3224	92	25	maximum	maximum	ADJ
bae-3224	92	26	achievable	achievable	ADJ
bae-3224	92	27	norm	norm	NOUN
bae-3224	92	28	,	,	PUNCT
bae-3224	92	29	which	which	PRON
bae-3224	92	30	is	be	AUX
bae-3224	92	31	conditional	conditional	ADJ
bae-3224	92	32	on	on	ADP
bae-3224	92	33	the	the	DET
bae-3224	92	34	exogenous	exogenous	ADJ
bae-3224	92	35	shock	shock	NOUN
bae-3224	92	36	v.	v.	ADP
bae-3224	92	37	given	give	VERB
bae-3224	92	38	a	a	DET
bae-3224	92	39	parameterisation	parameterisation	NOUN
bae-3224	92	40	of	of	ADP
bae-3224	92	41	the	the	DET
bae-3224	92	42	ray	ray	NOUN
bae-3224	92	43	production	production	NOUN
bae-3224	92	44	function	function	NOUN
bae-3224	92	45	and	and	CCONJ
bae-3224	92	46	distributional	distributional	ADJ
bae-3224	92	47	assumptions	assumption	NOUN
bae-3224	92	48	on	on	ADP
bae-3224	92	49	the	the	DET
bae-3224	92	50	random	random	ADJ
bae-3224	92	51	terms	term	NOUN
bae-3224	92	52	,	,	PUNCT
bae-3224	92	53	equation	equation	NOUN
bae-3224	92	54	(	(	PUNCT
bae-3224	92	55	6	6	NUM
bae-3224	92	56	)	)	PUNCT
bae-3224	92	57	can	can	AUX
bae-3224	92	58	be	be	AUX
bae-3224	92	59	estimated	estimate	VERB
bae-3224	92	60	by	by	ADP
bae-3224	92	61	the	the	DET
bae-3224	92	62	maximum	maximum	ADJ
bae-3224	92	63	likelihood	likelihood	NOUN
bae-3224	92	64	methods	method	NOUN
bae-3224	92	65	that	that	PRON
bae-3224	92	66	have	have	AUX
bae-3224	92	67	now	now	ADV
bae-3224	92	68	become	become	VERB
bae-3224	92	69	commonplace	commonplace	ADJ
bae-3224	92	70	in	in	ADP
bae-3224	92	71	the	the	DET
bae-3224	92	72	stochastic	stochastic	ADJ
bae-3224	92	73	frontier	frontier	NOUN
bae-3224	92	74	literature9	literature9	PROPN
bae-3224	92	75	.	.	PUNCT
bae-3224	93	1	we	we	PRON
bae-3224	93	2	adopt	adopt	VERB
bae-3224	93	3	the	the	DET
bae-3224	93	4	specification	specification	NOUN
bae-3224	93	5	of	of	ADP
bae-3224	93	6	battese	battese	PROPN
bae-3224	93	7	and	and	CCONJ
bae-3224	93	8	coelli	coelli	PROPN
bae-3224	93	9	(	(	PUNCT
bae-3224	93	10	1995	1995	NUM
bae-3224	93	11	)	)	PUNCT
bae-3224	93	12	who	who	PRON
bae-3224	93	13	relax	relax	VERB
bae-3224	93	14	the	the	DET
bae-3224	93	15	assumption	assumption	NOUN
bae-3224	93	16	of	of	ADP
bae-3224	93	17	identically	identically	ADV
bae-3224	93	18	distributed	distribute	VERB
bae-3224	93	19	inefficiency	inefficiency	NOUN
bae-3224	93	20	terms	term	NOUN
bae-3224	93	21	by	by	ADP
bae-3224	93	22	considering	consider	VERB
bae-3224	93	23	that	that	SCONJ
bae-3224	93	24	ui	ui	PROPN
bae-3224	93	25	is	be	AUX
bae-3224	93	26	obtained	obtain	VERB
bae-3224	93	27	by	by	ADP
bae-3224	93	28	truncation	truncation	NOUN
bae-3224	93	29	at	at	ADP
bae-3224	93	30	zero	zero	NUM
bae-3224	93	31	of	of	ADP
bae-3224	93	32	a	a	DET
bae-3224	93	33	normal	normal	ADJ
bae-3224	93	34	variable	variable	NOUN
bae-3224	93	35	n(µi	n(µi	PROPN
bae-3224	93	36	;	;	PUNCT
bae-3224	93	37	σu	σu	PROPN
bae-3224	93	38	2	2	NUM
bae-3224	93	39	)	)	PUNCT
bae-3224	93	40	where10	where10	NOUN
bae-3224	93	41	:	:	PUNCT
bae-3224	93	42	  	  	SPACE
bae-3224	93	43	(	(	PUNCT
bae-3224	93	44	7	7	X
bae-3224	93	45	)	)	PUNCT
bae-3224	93	46	the	the	DET
bae-3224	93	47	term	term	NOUN
bae-3224	93	48	zi	zi	PROPN
bae-3224	93	49	denotes	denote	VERB
bae-3224	93	50	a	a	DET
bae-3224	93	51	vector	vector	NOUN
bae-3224	93	52	of	of	ADP
bae-3224	93	53	potential	potential	ADJ
bae-3224	93	54	determinants	determinant	NOUN
bae-3224	93	55	of	of	ADP
bae-3224	93	56	inefficiencies	inefficiency	NOUN
bae-3224	93	57	,	,	PUNCT
bae-3224	93	58	including	include	VERB
bae-3224	93	59	farm	farm	NOUN
bae-3224	93	60	size	size	NOUN
bae-3224	93	61	,	,	PUNCT
bae-3224	93	62	while	while	SCONJ
bae-3224	93	63	δ	δ	PROPN
bae-3224	93	64	is	be	AUX
bae-3224	93	65	a	a	DET
bae-3224	93	66	vector	vector	NOUN
bae-3224	93	67	of	of	ADP
bae-3224	93	68	parameters	parameter	NOUN
bae-3224	93	69	to	to	PART
bae-3224	93	70	be	be	AUX
bae-3224	93	71	estimated	estimate	VERB
bae-3224	93	72	.	.	PUNCT
bae-3224	94	1	note	note	VERB
bae-3224	94	2	that	that	SCONJ
bae-3224	94	3	because	because	SCONJ
bae-3224	94	4	the	the	DET
bae-3224	94	5	inefficiency	inefficiency	NOUN
bae-3224	94	6	effects	effect	NOUN
bae-3224	94	7	enter	enter	VERB
bae-3224	94	8	the	the	DET
bae-3224	94	9	model	model	NOUN
bae-3224	94	10	in	in	ADP
bae-3224	94	11	a	a	DET
bae-3224	94	12	highly	highly	ADV
bae-3224	94	13	non	non	ADJ
bae-3224	94	14	-	-	ADJ
bae-3224	94	15	linear	linear	ADJ
bae-3224	94	16	way	way	NOUN
bae-3224	94	17	,	,	PUNCT
bae-3224	94	18	there	there	PRON
bae-3224	94	19	is	be	VERB
bae-3224	94	20	no	no	DET
bae-3224	94	21	identification	identification	NOUN
bae-3224	94	22	problem	problem	NOUN
bae-3224	94	23	when	when	SCONJ
bae-3224	94	24	using	use	VERB
bae-3224	94	25	the	the	DET
bae-3224	94	26	same	same	ADJ
bae-3224	94	27	variable	variable	NOUN
bae-3224	94	28	in	in	ADP
bae-3224	94	29	the	the	DET
bae-3224	94	30	specification	specification	NOUN
bae-3224	94	31	of	of	ADP
bae-3224	94	32	the	the	DET
bae-3224	94	33	ray	ray	NOUN
bae-3224	94	34	production	production	NOUN
bae-3224	94	35	function	function	NOUN
bae-3224	94	36	and	and	CCONJ
bae-3224	94	37	as	as	ADP
bae-3224	94	38	an	an	DET
bae-3224	94	39	inefficiency	inefficiency	NOUN
bae-3224	94	40	effect.11	effect.11	NOUN
bae-3224	94	41	the	the	DET
bae-3224	94	42	likelihood	likelihood	NOUN
bae-3224	94	43	function	function	NOUN
bae-3224	94	44	is	be	AUX
bae-3224	94	45	derived	derive	VERB
bae-3224	94	46	algebraically	algebraically	ADV
bae-3224	94	47	as	as	ADP
bae-3224	94	48	in	in	ADP
bae-3224	94	49	battese	battese	NOUN
bae-3224	94	50	in	in	ADP
bae-3224	94	51	coelli	coelli	PROPN
bae-3224	94	52	(	(	PUNCT
bae-3224	94	53	1993	1993	NUM
bae-3224	94	54	)	)	PUNCT
bae-3224	94	55	and	and	CCONJ
bae-3224	94	56	it	it	PRON
bae-3224	94	57	can	can	AUX
bae-3224	94	58	then	then	ADV
bae-3224	94	59	be	be	AUX
bae-3224	94	60	maximized	maximize	VERB
bae-3224	94	61	numerically	numerically	ADV
bae-3224	94	62	to	to	PART
bae-3224	94	63	produce	produce	VERB
bae-3224	94	64	estimates	estimate	NOUN
bae-3224	94	65	of	of	ADP
bae-3224	94	66	both	both	CCONJ
bae-3224	94	67	the	the	DET
bae-3224	94	68	ray	ray	NOUN
bae-3224	94	69	production	production	NOUN
bae-3224	94	70	function	function	NOUN
bae-3224	94	71	and	and	CCONJ
bae-3224	94	72	the	the	DET
bae-3224	94	73	vector	vector	NOUN
bae-3224	94	74	of	of	ADP
bae-3224	94	75	parameters	parameter	NOUN
bae-3224	94	76	δ	δ	PROPN
bae-3224	94	77	.	.	PUNCT
bae-3224	95	1	further	far	ADV
bae-3224	95	2	,	,	PUNCT
bae-3224	95	3	while	while	SCONJ
bae-3224	95	4	the	the	DET
bae-3224	95	5	individual	individual	ADJ
bae-3224	95	6	inefficiency	inefficiency	NOUN
bae-3224	95	7	levels	level	NOUN
bae-3224	95	8	are	be	AUX
bae-3224	95	9	not	not	PART
bae-3224	95	10	directly	directly	ADV
bae-3224	95	11	observable	observable	ADJ
bae-3224	95	12	,	,	PUNCT
bae-3224	95	13	the	the	DET
bae-3224	95	14	method	method	NOUN
bae-3224	95	15	allows	allow	VERB
bae-3224	95	16	for	for	ADP
bae-3224	95	17	calculation	calculation	NOUN
bae-3224	95	18	of	of	ADP
bae-3224	95	19	their	their	PRON
bae-3224	95	20	predictors	predictor	NOUN
bae-3224	95	21	by	by	ADP
bae-3224	95	22	applying	apply	VERB
bae-3224	95	23	the	the	DET
bae-3224	95	24	procedure	procedure	NOUN
bae-3224	95	25	first	first	ADV
bae-3224	95	26	proposed	propose	VERB
bae-3224	95	27	by	by	ADP
bae-3224	95	28	jondrow	jondrow	NOUN
bae-3224	95	29	et	et	PROPN
bae-3224	95	30	al	al	PROPN
bae-3224	95	31	.	.	PROPN
bae-3224	96	1	(	(	PUNCT
bae-3224	96	2	1982	1982	NUM
bae-3224	96	3	)	)	PUNCT
bae-3224	96	4	.	.	PUNCT
bae-3224	97	1	as	as	SCONJ
bae-3224	97	2	the	the	DET
bae-3224	97	3	expressions	expression	NOUN
bae-3224	97	4	for	for	ADP
bae-3224	97	5	these	these	DET
bae-3224	97	6	predictors	predictor	NOUN
bae-3224	97	7	are	be	AUX
bae-3224	97	8	presented	present	VERB
bae-3224	97	9	in	in	ADP
bae-3224	97	10	battese	battese	NOUN
bae-3224	97	11	and	and	CCONJ
bae-3224	97	12	coelli	coelli	PROPN
bae-3224	97	13	(	(	PUNCT
bae-3224	97	14	1993	1993	NUM
bae-3224	97	15	)	)	PUNCT
bae-3224	97	16	only	only	ADV
bae-3224	97	17	for	for	ADP
bae-3224	97	18	the	the	DET
bae-3224	97	19	multiplicative	multiplicative	ADJ
bae-3224	97	20	model	model	NOUN
bae-3224	97	21	,	,	PUNCT
bae-3224	97	22	while	while	SCONJ
bae-3224	97	23	ours	ours	PRON
bae-3224	97	24	is	be	AUX
bae-3224	97	25	additive	additive	ADJ
bae-3224	97	26	,	,	PUNCT
bae-3224	97	27	they	they	PRON
bae-3224	97	28	are	be	AUX
bae-3224	97	29	worth	worth	ADJ
bae-3224	97	30	reporting	report	VERB
bae-3224	97	31	here	here	ADV
bae-3224	97	32	.	.	PUNCT
bae-3224	98	1	first	first	ADV
bae-3224	98	2	,	,	PUNCT
bae-3224	98	3	the	the	DET
bae-3224	98	4	conditional	conditional	ADJ
bae-3224	98	5	expectation	expectation	NOUN
bae-3224	98	6	of	of	ADP
bae-3224	98	7	the	the	DET
bae-3224	98	8	inefficiency	inefficiency	NOUN
bae-3224	98	9	term	term	NOUN
bae-3224	98	10	u	u	NOUN
bae-3224	98	11	given	give	VERB
bae-3224	98	12	a	a	DET
bae-3224	98	13	total	total	ADJ
bae-3224	98	14	residual	residual	ADJ
bae-3224	98	15	e	e	NOUN
bae-3224	98	16	=	=	NOUN
bae-3224	98	17	v	v	AUX
bae-3224	98	18	-	-	PUNCT
bae-3224	98	19	u	u	NOUN
bae-3224	98	20	is	be	AUX
bae-3224	98	21	derived	derive	VERB
bae-3224	98	22	from	from	ADP
bae-3224	98	23	8	8	NUM
bae-3224	98	24	notice	notice	NOUN
bae-3224	98	25	that	that	SCONJ
bae-3224	98	26	the	the	DET
bae-3224	98	27	error	error	NOUN
bae-3224	98	28	term	term	NOUN
bae-3224	98	29	is	be	AUX
bae-3224	98	30	introduced	introduce	VERB
bae-3224	98	31	in	in	ADP
bae-3224	98	32	an	an	DET
bae-3224	98	33	additive	additive	NOUN
bae-3224	98	34	rather	rather	ADV
bae-3224	98	35	than	than	ADP
bae-3224	98	36	multiplicative	multiplicative	ADJ
bae-3224	98	37	way	way	NOUN
bae-3224	98	38	because	because	SCONJ
bae-3224	98	39	,	,	PUNCT
bae-3224	98	40	as	as	SCONJ
bae-3224	98	41	explained	explain	VERB
bae-3224	98	42	earlier	early	ADV
bae-3224	98	43	,	,	PUNCT
bae-3224	98	44	we	we	PRON
bae-3224	98	45	do	do	AUX
bae-3224	98	46	not	not	PART
bae-3224	98	47	want	want	VERB
bae-3224	98	48	to	to	PART
bae-3224	98	49	use	use	VERB
bae-3224	98	50	a	a	DET
bae-3224	98	51	logarithmic	logarithmic	ADJ
bae-3224	98	52	functional	functional	ADJ
bae-3224	98	53	form	form	NOUN
bae-3224	98	54	due	due	ADP
bae-3224	98	55	to	to	ADP
bae-3224	98	56	the	the	DET
bae-3224	98	57	‘	'	PUNCT
bae-3224	98	58	zero	zero	NUM
bae-3224	98	59	value	value	NOUN
bae-3224	98	60	’	'	PUNCT
bae-3224	98	61	problem	problem	NOUN
bae-3224	98	62	.	.	PUNCT
bae-3224	99	1	9	9	NUM
bae-3224	99	2	see	see	NOUN
bae-3224	99	3	coelli	coelli	PROPN
bae-3224	99	4	,	,	PUNCT
bae-3224	99	5	rao	rao	NOUN
bae-3224	99	6	and	and	CCONJ
bae-3224	99	7	battese	battese	ADJ
bae-3224	99	8	(	(	PUNCT
bae-3224	99	9	1998	1998	NUM
bae-3224	99	10	)	)	PUNCT
bae-3224	99	11	for	for	ADP
bae-3224	99	12	an	an	DET
bae-3224	99	13	introductory	introductory	ADJ
bae-3224	99	14	presentation	presentation	NOUN
bae-3224	99	15	of	of	ADP
bae-3224	99	16	this	this	DET
bae-3224	99	17	literature	literature	NOUN
bae-3224	99	18	and	and	CCONJ
bae-3224	99	19	kumbhakar	kumbhakar	PROPN
bae-3224	99	20	and	and	CCONJ
bae-3224	99	21	lovell	lovell	PROPN
bae-3224	99	22	(	(	PUNCT
bae-3224	99	23	2000	2000	NUM
bae-3224	99	24	)	)	PUNCT
bae-3224	99	25	for	for	ADP
bae-3224	99	26	a	a	DET
bae-3224	99	27	more	more	ADV
bae-3224	99	28	detailed	detailed	ADJ
bae-3224	99	29	and	and	CCONJ
bae-3224	99	30	technical	technical	ADJ
bae-3224	99	31	one	one	NUM
bae-3224	99	32	.	.	PUNCT
bae-3224	100	1	10	10	NUM
bae-3224	100	2	the	the	DET
bae-3224	100	3	individual	individual	ADJ
bae-3224	100	4	subscript	subscript	NOUN
bae-3224	100	5	i	i	PRON
bae-3224	100	6	was	be	AUX
bae-3224	100	7	ignored	ignore	VERB
bae-3224	100	8	up	up	ADP
bae-3224	100	9	to	to	ADP
bae-3224	100	10	this	this	DET
bae-3224	100	11	point	point	NOUN
bae-3224	100	12	for	for	ADP
bae-3224	100	13	notational	notational	ADJ
bae-3224	100	14	clarity	clarity	NOUN
bae-3224	100	15	.	.	PUNCT
bae-3224	101	1	11	11	NUM
bae-3224	101	2	an	an	DET
bae-3224	101	3	example	example	NOUN
bae-3224	101	4	of	of	ADP
bae-3224	101	5	a	a	DET
bae-3224	101	6	stochastic	stochastic	ADJ
bae-3224	101	7	production	production	NOUN
bae-3224	101	8	frontier	frontier	NOUN
bae-3224	101	9	where	where	SCONJ
bae-3224	101	10	land	land	NOUN
bae-3224	101	11	appears	appear	VERB
bae-3224	101	12	both	both	PRON
bae-3224	101	13	as	as	ADP
bae-3224	101	14	an	an	DET
bae-3224	101	15	input	input	NOUN
bae-3224	101	16	and	and	CCONJ
bae-3224	101	17	as	as	ADP
bae-3224	101	18	an	an	DET
bae-3224	101	19	inefficiency	inefficiency	NOUN
bae-3224	101	20	effect	effect	NOUN
bae-3224	101	21	is	be	AUX
bae-3224	101	22	ngwenya	ngwenya	ADJ
bae-3224	101	23	,	,	PUNCT
bae-3224	101	24	battese	battese	ADJ
bae-3224	101	25	and	and	CCONJ
bae-3224	101	26	fleming	fleming	NOUN
bae-3224	101	27	,	,	PUNCT
bae-3224	101	28	cited	cite	VERB
bae-3224	101	29	on	on	ADP
bae-3224	101	30	page	page	NOUN
bae-3224	101	31	212	212	NUM
bae-3224	101	32	of	of	ADP
bae-3224	101	33	coelli	coelli	PROPN
bae-3224	101	34	,	,	PUNCT
bae-3224	101	35	rao	rao	NOUN
bae-3224	101	36	and	and	CCONJ
bae-3224	101	37	battese	battese	ADJ
bae-3224	101	38	(	(	PUNCT
bae-3224	101	39	1998	1998	NUM
bae-3224	101	40	)	)	PUNCT
bae-3224	101	41	.	.	PUNCT
bae-3224	102	1	the	the	DET
bae-3224	102	2	issue	issue	NOUN
bae-3224	102	3	of	of	ADP
bae-3224	102	4	identification	identification	NOUN
bae-3224	102	5	is	be	AUX
bae-3224	102	6	also	also	ADV
bae-3224	102	7	discussed	discuss	VERB
bae-3224	102	8	in	in	ADP
bae-3224	102	9	battese	battese	NOUN
bae-3224	102	10	and	and	CCONJ
bae-3224	102	11	coelli	coelli	PROPN
bae-3224	102	12	(	(	PUNCT
bae-3224	102	13	1995	1995	NUM
bae-3224	102	14	)	)	PUNCT
bae-3224	102	15	where	where	SCONJ
bae-3224	102	16	a	a	DET
bae-3224	102	17	time	time	NOUN
bae-3224	102	18	trend	trend	NOUN
bae-3224	102	19	is	be	AUX
bae-3224	102	20	used	use	VERB
bae-3224	102	21	to	to	PART
bae-3224	102	22	capture	capture	VERB
bae-3224	102	23	both	both	DET
bae-3224	102	24	technological	technological	ADJ
bae-3224	102	25	change	change	NOUN
bae-3224	102	26	and	and	CCONJ
bae-3224	102	27	inefficiency	inefficiency	NOUN
bae-3224	102	28	change	change	NOUN
bae-3224	102	29	over	over	ADP
bae-3224	102	30	time	time	NOUN
bae-3224	102	31	.	.	PUNCT
bae-3224	103	1	182	182	NUM
bae-3224	103	2	x.	x.	NOUN
bae-3224	103	3	irz	irz	PROPN
bae-3224	103	4	,	,	PUNCT
bae-3224	103	5	j.r	j.r	PROPN
bae-3224	103	6	.	.	PROPN
bae-3224	103	7	stevenson	stevenson	PROPN
bae-3224	103	8	the	the	DET
bae-3224	103	9	expression	expression	NOUN
bae-3224	103	10	of	of	ADP
bae-3224	103	11	the	the	DET
bae-3224	103	12	conditional	conditional	ADJ
bae-3224	103	13	density	density	NOUN
bae-3224	103	14	function	function	NOUN
bae-3224	103	15	of	of	ADP
bae-3224	103	16	u	u	NOUN
bae-3224	103	17	given	give	VERB
bae-3224	103	18	e	e	NOUN
bae-3224	103	19	presented	present	VERB
bae-3224	103	20	in	in	ADP
bae-3224	103	21	full	full	ADJ
bae-3224	103	22	in	in	ADP
bae-3224	103	23	battese	battese	ADJ
bae-3224	103	24	and	and	CCONJ
bae-3224	103	25	coelli	coelli	PROPN
bae-3224	103	26	(	(	PUNCT
bae-3224	103	27	1993)12	1993)12	NUM
bae-3224	103	28	:	:	PUNCT
bae-3224	103	29	  	  	SPACE
bae-3224	103	30	(	(	PUNCT
bae-3224	103	31	8)	8)	NUM
bae-3224	103	32	where	where	SCONJ
bae-3224	103	33	:	:	PUNCT
bae-3224	103	34	  	  	SPACE
bae-3224	103	35	(	(	PUNCT
bae-3224	103	36	9	9	NUM
bae-3224	103	37	a	a	PRON
bae-3224	103	38	and	and	CCONJ
bae-3224	103	39	b	b	NOUN
bae-3224	103	40	)	)	PUNCT
bae-3224	103	41	and	and	CCONJ
bae-3224	103	42	f	f	X
bae-3224	103	43	(	(	PUNCT
bae-3224	103	44	.	.	PUNCT
bae-3224	103	45	)	)	PUNCT
bae-3224	104	1	and	and	CCONJ
bae-3224	104	2	f	f	X
bae-3224	104	3	(	(	PUNCT
bae-3224	104	4	.	.	PUNCT
bae-3224	104	5	)	)	PUNCT
bae-3224	104	6	denote	denote	VERB
bae-3224	104	7	the	the	DET
bae-3224	104	8	density	density	NOUN
bae-3224	104	9	and	and	CCONJ
bae-3224	104	10	distribution	distribution	NOUN
bae-3224	104	11	functions	function	NOUN
bae-3224	104	12	for	for	ADP
bae-3224	104	13	the	the	DET
bae-3224	104	14	standard	standard	ADJ
bae-3224	104	15	normal	normal	ADJ
bae-3224	104	16	random	random	ADJ
bae-3224	104	17	variable	variable	NOUN
bae-3224	104	18	.	.	PUNCT
bae-3224	105	1	these	these	DET
bae-3224	105	2	expressions	expression	NOUN
bae-3224	105	3	express	express	VERB
bae-3224	105	4	mathematically	mathematically	ADV
bae-3224	105	5	that	that	SCONJ
bae-3224	105	6	the	the	DET
bae-3224	105	7	random	random	ADJ
bae-3224	105	8	variable	variable	ADJ
bae-3224	105	9	u	u	NOUN
bae-3224	105	10	,	,	PUNCT
bae-3224	105	11	conditional	conditional	ADJ
bae-3224	105	12	on	on	ADP
bae-3224	105	13	e	e	NOUN
bae-3224	105	14	,	,	PUNCT
bae-3224	105	15	is	be	AUX
bae-3224	105	16	simply	simply	ADV
bae-3224	105	17	obtained	obtain	VERB
bae-3224	105	18	by	by	ADP
bae-3224	105	19	truncation	truncation	NOUN
bae-3224	105	20	at	at	ADP
bae-3224	105	21	zero	zero	NUM
bae-3224	105	22	of	of	ADP
bae-3224	105	23	the	the	DET
bae-3224	105	24	normal	normal	ADJ
bae-3224	105	25	variable	variable	ADJ
bae-3224	105	26	n(m*,s	n(m*,s	PROPN
bae-3224	105	27	*	*	PROPN
bae-3224	105	28	2	2	NUM
bae-3224	105	29	)	)	PUNCT
bae-3224	105	30	.	.	PUNCT
bae-3224	106	1	the	the	DET
bae-3224	106	2	farell	farell	ADJ
bae-3224	106	3	output	output	NOUN
bae-3224	106	4	-	-	PUNCT
bae-3224	106	5	oriented	orient	VERB
bae-3224	106	6	efficiency	efficiency	NOUN
bae-3224	106	7	score	score	NOUN
bae-3224	106	8	follows	follow	VERB
bae-3224	106	9	immediately	immediately	ADV
bae-3224	106	10	:	:	PUNCT
bae-3224	106	11	  	  	SPACE
bae-3224	106	12	(	(	PUNCT
bae-3224	106	13	10	10	NUM
bae-3224	106	14	)	)	PUNCT
bae-3224	106	15	where	where	SCONJ
bae-3224	106	16	denotes	denote	VERB
bae-3224	106	17	the	the	DET
bae-3224	106	18	fitted	fit	VERB
bae-3224	106	19	output	output	NOUN
bae-3224	106	20	norm	norm	NOUN
bae-3224	106	21	and	and	CCONJ
bae-3224	106	22	is	be	AUX
bae-3224	106	23	the	the	DET
bae-3224	106	24	estimated	estimate	VERB
bae-3224	106	25	residual	residual	ADJ
bae-3224	106	26	.	.	PUNCT
bae-3224	107	1	2.2	2.2	NUM
bae-3224	107	2	quantifying	quantify	VERB
bae-3224	107	3	the	the	DET
bae-3224	107	4	strength	strength	NOUN
bae-3224	107	5	of	of	ADP
bae-3224	107	6	the	the	DET
bae-3224	107	7	inefficiency	inefficiency	NOUN
bae-3224	107	8	effects	effect	NOUN
bae-3224	107	9	next	next	ADV
bae-3224	107	10	we	we	PRON
bae-3224	107	11	turn	turn	VERB
bae-3224	107	12	to	to	ADP
bae-3224	107	13	the	the	DET
bae-3224	107	14	issue	issue	NOUN
bae-3224	107	15	of	of	ADP
bae-3224	107	16	quantifying	quantify	VERB
bae-3224	107	17	the	the	DET
bae-3224	107	18	explanatory	explanatory	ADJ
bae-3224	107	19	power	power	NOUN
bae-3224	107	20	of	of	ADP
bae-3224	107	21	the	the	DET
bae-3224	107	22	inefficiency	inefficiency	NOUN
bae-3224	107	23	effects	effect	NOUN
bae-3224	107	24	introduced	introduce	VERB
bae-3224	107	25	in	in	ADP
bae-3224	107	26	vector	vector	NOUN
bae-3224	107	27	z	z	PROPN
bae-3224	107	28	,	,	PUNCT
bae-3224	107	29	which	which	PRON
bae-3224	107	30	is	be	AUX
bae-3224	107	31	motivated	motivate	VERB
bae-3224	107	32	by	by	ADP
bae-3224	107	33	our	our	PRON
bae-3224	107	34	primary	primary	ADJ
bae-3224	107	35	aim	aim	NOUN
bae-3224	107	36	of	of	ADP
bae-3224	107	37	exploring	explore	VERB
bae-3224	107	38	the	the	DET
bae-3224	107	39	robustness	robustness	NOUN
bae-3224	107	40	of	of	ADP
bae-3224	107	41	any	any	DET
bae-3224	107	42	potential	potential	ADJ
bae-3224	107	43	ir	ir	NOUN
bae-3224	107	44	by	by	ADP
bae-3224	107	45	introducing	introduce	VERB
bae-3224	107	46	farm	farm	NOUN
bae-3224	107	47	size	size	NOUN
bae-3224	107	48	as	as	ADP
bae-3224	107	49	an	an	DET
bae-3224	107	50	efficiency	efficiency	NOUN
bae-3224	107	51	effect	effect	NOUN
bae-3224	107	52	.	.	PUNCT
bae-3224	108	1	this	this	DET
bae-3224	108	2	problem	problem	NOUN
bae-3224	108	3	has	have	AUX
bae-3224	108	4	been	be	AUX
bae-3224	108	5	largely	largely	ADV
bae-3224	108	6	ignored	ignore	VERB
bae-3224	108	7	in	in	ADP
bae-3224	108	8	the	the	DET
bae-3224	108	9	literature	literature	NOUN
bae-3224	108	10	,	,	PUNCT
bae-3224	108	11	as	as	SCONJ
bae-3224	108	12	the	the	DET
bae-3224	108	13	only	only	ADJ
bae-3224	108	14	attempt	attempt	NOUN
bae-3224	108	15	at	at	ADP
bae-3224	108	16	tackling	tackle	VERB
bae-3224	108	17	it	it	PRON
bae-3224	108	18	of	of	ADP
bae-3224	108	19	which	which	PRON
bae-3224	108	20	we	we	PRON
bae-3224	108	21	are	be	AUX
bae-3224	108	22	aware	aware	ADJ
bae-3224	108	23	is	be	AUX
bae-3224	108	24	pascoe	pascoe	NOUN
bae-3224	108	25	and	and	CCONJ
bae-3224	108	26	coglan	coglan	NOUN
bae-3224	108	27	(	(	PUNCT
bae-3224	108	28	2002	2002	NUM
bae-3224	108	29	)	)	PUNCT
bae-3224	108	30	.	.	PUNCT
bae-3224	109	1	their	their	PRON
bae-3224	109	2	procedure	procedure	NOUN
bae-3224	109	3	simply	simply	ADV
bae-3224	109	4	involves	involve	VERB
bae-3224	109	5	regressing	regress	VERB
bae-3224	109	6	the	the	DET
bae-3224	109	7	estimated	estimate	VERB
bae-3224	109	8	technical	technical	ADJ
bae-3224	109	9	efficiency	efficiency	NOUN
bae-3224	109	10	scores	score	NOUN
bae-3224	109	11	against	against	ADP
bae-3224	109	12	the	the	DET
bae-3224	109	13	vector	vector	NOUN
bae-3224	109	14	of	of	ADP
bae-3224	109	15	inefficiency	inefficiency	NOUN
bae-3224	109	16	effect	effect	NOUN
bae-3224	109	17	variables	variable	NOUN
bae-3224	109	18	z	z	X
bae-3224	109	19	by	by	ADP
bae-3224	109	20	ols	ol	NOUN
bae-3224	109	21	.	.	PUNCT
bae-3224	110	1	this	this	DET
bae-3224	110	2	approach	approach	NOUN
bae-3224	110	3	is	be	AUX
bae-3224	110	4	ad	ad	X
bae-3224	110	5	hoc	hoc	X
bae-3224	110	6	and	and	CCONJ
bae-3224	110	7	seems	seem	VERB
bae-3224	110	8	unsatisfactory	unsatisfactory	ADJ
bae-3224	110	9	because	because	SCONJ
bae-3224	110	10	it	it	PRON
bae-3224	110	11	fails	fail	VERB
bae-3224	110	12	to	to	PART
bae-3224	110	13	recognize	recognize	VERB
bae-3224	110	14	the	the	DET
bae-3224	110	15	highly	highly	ADV
bae-3224	110	16	non	non	ADJ
bae-3224	110	17	-	-	ADJ
bae-3224	110	18	linear	linear	ADJ
bae-3224	110	19	way	way	NOUN
bae-3224	110	20	in	in	ADP
bae-3224	110	21	which	which	PRON
bae-3224	110	22	the	the	DET
bae-3224	110	23	inefficiency	inefficiency	NOUN
bae-3224	110	24	effects	effect	NOUN
bae-3224	110	25	enter	enter	VERB
bae-3224	110	26	the	the	DET
bae-3224	110	27	model	model	NOUN
bae-3224	110	28	.	.	PUNCT
bae-3224	111	1	from	from	ADP
bae-3224	111	2	equation	equation	NOUN
bae-3224	111	3	(	(	PUNCT
bae-3224	111	4	7	7	NUM
bae-3224	111	5	)	)	PUNCT
bae-3224	111	6	,	,	PUNCT
bae-3224	111	7	it	it	PRON
bae-3224	111	8	is	be	AUX
bae-3224	111	9	evident	evident	ADJ
bae-3224	111	10	that	that	SCONJ
bae-3224	111	11	the	the	DET
bae-3224	111	12	mean	mean	NOUN
bae-3224	111	13	of	of	ADP
bae-3224	111	14	the	the	DET
bae-3224	111	15	normal	normal	ADJ
bae-3224	111	16	variable	variable	NOUN
bae-3224	111	17	truncated	truncate	VERB
bae-3224	111	18	at	at	ADP
bae-3224	111	19	zero	zero	NUM
bae-3224	111	20	to	to	ADP
bae-3224	111	21	model	model	NOUN
bae-3224	111	22	inefficiencies	inefficiency	NOUN
bae-3224	111	23	is	be	AUX
bae-3224	111	24	a	a	DET
bae-3224	111	25	linear	linear	ADJ
bae-3224	111	26	function	function	NOUN
bae-3224	111	27	of	of	ADP
bae-3224	111	28	the	the	DET
bae-3224	111	29	z	z	NOUN
bae-3224	111	30	variables	variable	NOUN
bae-3224	111	31	but	but	CCONJ
bae-3224	111	32	this	this	PRON
bae-3224	111	33	implies	imply	VERB
bae-3224	111	34	that	that	SCONJ
bae-3224	111	35	the	the	DET
bae-3224	111	36	relationship	relationship	NOUN
bae-3224	111	37	between	between	ADP
bae-3224	111	38	predicted	predict	VERB
bae-3224	111	39	efficiencies	efficiency	NOUN
bae-3224	111	40	(	(	PUNCT
bae-3224	111	41	10	10	NUM
bae-3224	111	42	)	)	PUNCT
bae-3224	111	43	and	and	CCONJ
bae-3224	111	44	these	these	DET
bae-3224	111	45	variables	variable	NOUN
bae-3224	111	46	takes	take	VERB
bae-3224	111	47	a	a	DET
bae-3224	111	48	complex	complex	ADJ
bae-3224	111	49	non	non	ADJ
bae-3224	111	50	-	-	ADJ
bae-3224	111	51	linear	linear	ADJ
bae-3224	111	52	form	form	NOUN
bae-3224	111	53	.	.	PUNCT
bae-3224	112	1	we	we	PRON
bae-3224	112	2	therefore	therefore	ADV
bae-3224	112	3	prefer	prefer	VERB
bae-3224	112	4	to	to	PART
bae-3224	112	5	investigate	investigate	VERB
bae-3224	112	6	this	this	DET
bae-3224	112	7	question	question	NOUN
bae-3224	112	8	differently	differently	ADV
bae-3224	112	9	.	.	PUNCT
bae-3224	113	1	a	a	DET
bae-3224	113	2	first	first	ADJ
bae-3224	113	3	approach	approach	NOUN
bae-3224	113	4	compares	compare	VERB
bae-3224	113	5	the	the	DET
bae-3224	113	6	full	full	ADJ
bae-3224	113	7	specification	specification	NOUN
bae-3224	113	8	of	of	ADP
bae-3224	113	9	the	the	DET
bae-3224	113	10	model	model	NOUN
bae-3224	113	11	to	to	ADP
bae-3224	113	12	a	a	DET
bae-3224	113	13	restricted	restricted	ADJ
bae-3224	113	14	one	one	NUM
bae-3224	113	15	where	where	SCONJ
bae-3224	113	16	the	the	DET
bae-3224	113	17	inefficiency	inefficiency	NOUN
bae-3224	113	18	effect	effect	NOUN
bae-3224	113	19	variable	variable	NOUN
bae-3224	113	20	zk	zk	PROPN
bae-3224	113	21	is	be	AUX
bae-3224	113	22	dropped	drop	VERB
bae-3224	113	23	from	from	ADP
bae-3224	113	24	vector	vector	NOUN
bae-3224	113	25	z.	z.	PROPN
bae-3224	114	1	the	the	DET
bae-3224	114	2	comparison	comparison	NOUN
bae-3224	114	3	is	be	AUX
bae-3224	114	4	based	base	VERB
bae-3224	114	5	on	on	ADP
bae-3224	114	6	the	the	DET
bae-3224	114	7	decomposition	decomposition	NOUN
bae-3224	114	8	of	of	ADP
bae-3224	114	9	the	the	DET
bae-3224	114	10	total	total	ADJ
bae-3224	114	11	variance	variance	NOUN
bae-3224	114	12	term	term	NOUN
bae-3224	114	13	e	e	NOUN
bae-3224	114	14	into	into	ADP
bae-3224	114	15	its	its	PRON
bae-3224	114	16	random	random	ADJ
bae-3224	114	17	shock	shock	NOUN
bae-3224	114	18	and	and	CCONJ
bae-3224	114	19	inefficiency	inefficiency	NOUN
bae-3224	114	20	components	component	NOUN
bae-3224	114	21	u	u	NOUN
bae-3224	114	22	and	and	CCONJ
bae-3224	114	23	v	v	PROPN
bae-3224	114	24	(	(	PUNCT
bae-3224	114	25	coelli	coelli	PROPN
bae-3224	114	26	,	,	PUNCT
bae-3224	114	27	1995	1995	NUM
bae-3224	114	28	):	):	PUNCT
bae-3224	114	29	γ*=γ/[γ+(1	γ*=γ/[γ+(1	NOUN
bae-3224	114	30	-	-	NOUN
bae-3224	114	31	γ)π/(π-2	γ)π/(π-2	NOUN
bae-3224	114	32	)	)	PUNCT
bae-3224	114	33	]	]	PUNCT
bae-3224	115	1	(	(	PUNCT
bae-3224	115	2	11	11	NUM
bae-3224	115	3	)	)	PUNCT
bae-3224	115	4	12	12	NUM
bae-3224	115	5	in	in	ADP
bae-3224	115	6	the	the	DET
bae-3224	115	7	remainder	remainder	NOUN
bae-3224	115	8	of	of	ADP
bae-3224	115	9	this	this	DET
bae-3224	115	10	section	section	NOUN
bae-3224	115	11	,	,	PUNCT
bae-3224	115	12	we	we	PRON
bae-3224	115	13	again	again	ADV
bae-3224	115	14	omit	omit	VERB
bae-3224	115	15	the	the	DET
bae-3224	115	16	farm	farm	NOUN
bae-3224	115	17	subscripts	subscript	NOUN
bae-3224	115	18	for	for	ADP
bae-3224	115	19	notational	notational	ADJ
bae-3224	115	20	clarity	clarity	NOUN
bae-3224	115	21	but	but	CCONJ
bae-3224	115	22	note	note	VERB
bae-3224	115	23	that	that	SCONJ
bae-3224	115	24	e	e	NOUN
bae-3224	115	25	,	,	PUNCT
bae-3224	115	26	u	u	NOUN
bae-3224	115	27	,	,	PUNCT
bae-3224	115	28	µ	µ	NOUN
bae-3224	115	29	*	*	NOUN
bae-3224	115	30	,	,	PUNCT
bae-3224	115	31	z	z	PROPN
bae-3224	115	32	,	,	PUNCT
bae-3224	115	33	zk	zk	PROPN
bae-3224	115	34	,	,	PUNCT
bae-3224	115	35	y	y	PROPN
bae-3224	115	36	and	and	CCONJ
bae-3224	115	37	te	te	PROPN
bae-3224	115	38	are	be	AUX
bae-3224	115	39	all	all	PRON
bae-3224	115	40	farm	farm	NOUN
bae-3224	115	41	-	-	PUNCT
bae-3224	115	42	specific	specific	NOUN
bae-3224	115	43	.	.	PUNCT
bae-3224	116	1	183efficiency	183efficiency	NUM
bae-3224	116	2	and	and	CCONJ
bae-3224	116	3	farm	farm	NOUN
bae-3224	116	4	size	size	NOUN
bae-3224	116	5	in	in	ADP
bae-3224	116	6	philippine	philippine	ADJ
bae-3224	116	7	aquaculture	aquaculture	NOUN
bae-3224	116	8	where	where	SCONJ
bae-3224	116	9	parameter	parameter	PROPN
bae-3224	116	10	γ	γ	PROPN
bae-3224	116	11	=	=	NOUN
bae-3224	116	12	σu	σu	ADP
bae-3224	116	13	2/(σu	2/(σu	PROPN
bae-3224	116	14	2+σv	2+σv	PROPN
bae-3224	116	15	2	2	NUM
bae-3224	116	16	)	)	PUNCT
bae-3224	116	17	.	.	PUNCT
bae-3224	117	1	this	this	DET
bae-3224	117	2	quantity	quantity	NOUN
bae-3224	117	3	γ	γ	PROPN
bae-3224	117	4	*	*	NOUN
bae-3224	117	5	measures	measure	NOUN
bae-3224	117	6	the	the	DET
bae-3224	117	7	variation	variation	NOUN
bae-3224	117	8	in	in	ADP
bae-3224	117	9	production	production	NOUN
bae-3224	117	10	not	not	PART
bae-3224	117	11	accounted	account	VERB
bae-3224	117	12	for	for	ADP
bae-3224	117	13	by	by	ADP
bae-3224	117	14	physical	physical	ADJ
bae-3224	117	15	factors	factor	NOUN
bae-3224	117	16	that	that	PRON
bae-3224	117	17	is	be	AUX
bae-3224	117	18	attributed	attribute	VERB
bae-3224	117	19	to	to	ADP
bae-3224	117	20	inefficiencies	inefficiency	NOUN
bae-3224	117	21	rather	rather	ADV
bae-3224	117	22	than	than	ADP
bae-3224	117	23	random	random	ADJ
bae-3224	117	24	shocks	shock	NOUN
bae-3224	117	25	.	.	PUNCT
bae-3224	118	1	hence	hence	ADV
bae-3224	118	2	,	,	PUNCT
bae-3224	118	3	the	the	DET
bae-3224	118	4	difference	difference	NOUN
bae-3224	118	5	between	between	ADP
bae-3224	118	6	this	this	DET
bae-3224	118	7	quantity	quantity	NOUN
bae-3224	118	8	for	for	ADP
bae-3224	118	9	the	the	DET
bae-3224	118	10	full	full	ADJ
bae-3224	118	11	model	model	NOUN
bae-3224	118	12	and	and	CCONJ
bae-3224	118	13	the	the	DET
bae-3224	118	14	restricted	restricted	ADJ
bae-3224	118	15	model	model	NOUN
bae-3224	118	16	gives	give	VERB
bae-3224	118	17	us	we	PRON
bae-3224	118	18	directly	directly	ADV
bae-3224	118	19	a	a	DET
bae-3224	118	20	measure	measure	NOUN
bae-3224	118	21	,	,	PUNCT
bae-3224	118	22	in	in	ADP
bae-3224	118	23	percentage	percentage	NOUN
bae-3224	118	24	terms	term	NOUN
bae-3224	118	25	,	,	PUNCT
bae-3224	118	26	of	of	ADP
bae-3224	118	27	the	the	DET
bae-3224	118	28	explanatory	explanatory	ADJ
bae-3224	118	29	power	power	NOUN
bae-3224	118	30	of	of	ADP
bae-3224	118	31	the	the	DET
bae-3224	118	32	inefficiency	inefficiency	NOUN
bae-3224	118	33	effect	effect	NOUN
bae-3224	118	34	variable	variable	NOUN
bae-3224	118	35	zk	zk	PROPN
bae-3224	118	36	.	.	PUNCT
bae-3224	119	1	we	we	PRON
bae-3224	119	2	would	would	AUX
bae-3224	119	3	also	also	ADV
bae-3224	119	4	like	like	VERB
bae-3224	119	5	to	to	PART
bae-3224	119	6	be	be	AUX
bae-3224	119	7	able	able	ADJ
bae-3224	119	8	to	to	PART
bae-3224	119	9	measure	measure	VERB
bae-3224	119	10	the	the	DET
bae-3224	119	11	strength	strength	NOUN
bae-3224	119	12	of	of	ADP
bae-3224	119	13	the	the	DET
bae-3224	119	14	relationship	relationship	NOUN
bae-3224	119	15	between	between	ADP
bae-3224	119	16	any	any	DET
bae-3224	119	17	zk	zk	PROPN
bae-3224	119	18	variable	variable	ADJ
bae-3224	119	19	and	and	CCONJ
bae-3224	119	20	technical	technical	ADJ
bae-3224	119	21	efficiency	efficiency	NOUN
bae-3224	119	22	by	by	ADP
bae-3224	119	23	calculating	calculate	VERB
bae-3224	119	24	a	a	DET
bae-3224	119	25	standard	standard	ADJ
bae-3224	119	26	elasticity	elasticity	NOUN
bae-3224	119	27	but	but	CCONJ
bae-3224	119	28	,	,	PUNCT
bae-3224	119	29	once	once	ADV
bae-3224	119	30	again	again	ADV
bae-3224	119	31	,	,	PUNCT
bae-3224	119	32	the	the	DET
bae-3224	119	33	literature	literature	NOUN
bae-3224	119	34	seems	seem	VERB
bae-3224	119	35	to	to	PART
bae-3224	119	36	have	have	AUX
bae-3224	119	37	ignored	ignore	VERB
bae-3224	119	38	this	this	DET
bae-3224	119	39	issue	issue	NOUN
bae-3224	119	40	.	.	PUNCT
bae-3224	120	1	from	from	ADP
bae-3224	120	2	equations	equation	NOUN
bae-3224	120	3	(	(	PUNCT
bae-3224	120	4	8)	8)	NUM
bae-3224	120	5	and	and	CCONJ
bae-3224	120	6	(	(	PUNCT
bae-3224	120	7	9	9	NUM
bae-3224	120	8	)	)	PUNCT
bae-3224	120	9	,	,	PUNCT
bae-3224	120	10	one	one	PRON
bae-3224	120	11	can	can	AUX
bae-3224	120	12	derive	derive	VERB
bae-3224	120	13	the	the	DET
bae-3224	120	14	responsiveness	responsiveness	NOUN
bae-3224	120	15	of	of	ADP
bae-3224	120	16	the	the	DET
bae-3224	120	17	conditional	conditional	ADJ
bae-3224	120	18	predictor	predictor	NOUN
bae-3224	120	19	of	of	ADP
bae-3224	120	20	u	u	NOUN
bae-3224	120	21	to	to	ADP
bae-3224	120	22	a	a	DET
bae-3224	120	23	change	change	NOUN
bae-3224	120	24	in	in	ADP
bae-3224	120	25	any	any	DET
bae-3224	120	26	inefficiency	inefficiency	NOUN
bae-3224	120	27	effect	effect	NOUN
bae-3224	120	28	variable	variable	NOUN
bae-3224	120	29	zk	zk	PROPN
bae-3224	120	30	:	:	PUNCT
bae-3224	120	31	  	  	SPACE
bae-3224	120	32	(	(	PUNCT
bae-3224	120	33	12	12	NUM
bae-3224	120	34	)	)	PUNCT
bae-3224	120	35	using	use	VERB
bae-3224	120	36	this	this	DET
bae-3224	120	37	expression	expression	NOUN
bae-3224	120	38	in	in	ADP
bae-3224	120	39	equation	equation	NOUN
bae-3224	120	40	(	(	PUNCT
bae-3224	120	41	10	10	NUM
bae-3224	120	42	)	)	PUNCT
bae-3224	120	43	defining	define	VERB
bae-3224	120	44	the	the	DET
bae-3224	120	45	efficiency	efficiency	NOUN
bae-3224	120	46	score	score	NOUN
bae-3224	120	47	,	,	PUNCT
bae-3224	120	48	one	one	PRON
bae-3224	120	49	obtains	obtain	VERB
bae-3224	120	50	:	:	PUNCT
bae-3224	120	51	  	  	SPACE
bae-3224	120	52	(	(	PUNCT
bae-3224	120	53	13	13	NUM
bae-3224	120	54	)	)	PUNCT
bae-3224	120	55	this	this	DET
bae-3224	120	56	elasticity	elasticity	NOUN
bae-3224	120	57	gives	give	VERB
bae-3224	120	58	the	the	DET
bae-3224	120	59	percentage	percentage	NOUN
bae-3224	120	60	change	change	NOUN
bae-3224	120	61	in	in	ADP
bae-3224	120	62	efficiency	efficiency	NOUN
bae-3224	120	63	resulting	result	VERB
bae-3224	120	64	from	from	ADP
bae-3224	120	65	a	a	DET
bae-3224	120	66	unit	unit	NOUN
bae-3224	120	67	percentage	percentage	NOUN
bae-3224	120	68	change	change	NOUN
bae-3224	120	69	in	in	ADP
bae-3224	120	70	variable	variable	PROPN
bae-3224	120	71	zk	zk	PROPN
bae-3224	120	72	.	.	PUNCT
bae-3224	121	1	note	note	VERB
bae-3224	121	2	that	that	SCONJ
bae-3224	121	3	it	it	PRON
bae-3224	121	4	depends	depend	VERB
bae-3224	121	5	not	not	PART
bae-3224	121	6	only	only	ADV
bae-3224	121	7	on	on	ADP
bae-3224	121	8	the	the	DET
bae-3224	121	9	parameter	parameter	NOUN
bae-3224	121	10	estimates	estimate	NOUN
bae-3224	121	11	but	but	CCONJ
bae-3224	121	12	also	also	ADV
bae-3224	121	13	on	on	ADP
bae-3224	121	14	the	the	DET
bae-3224	121	15	data	datum	NOUN
bae-3224	121	16	so	so	SCONJ
bae-3224	121	17	that	that	SCONJ
bae-3224	121	18	it	it	PRON
bae-3224	121	19	can	can	AUX
bae-3224	121	20	be	be	AUX
bae-3224	121	21	estimated	estimate	VERB
bae-3224	121	22	at	at	ADP
bae-3224	121	23	any	any	DET
bae-3224	121	24	sample	sample	NOUN
bae-3224	121	25	point	point	NOUN
bae-3224	121	26	or	or	CCONJ
bae-3224	121	27	at	at	ADP
bae-3224	121	28	the	the	DET
bae-3224	121	29	sample	sample	NOUN
bae-3224	121	30	mean	mean	VERB
bae-3224	121	31	.	.	PUNCT
bae-3224	122	1	the	the	DET
bae-3224	122	2	empirical	empirical	ADJ
bae-3224	122	3	section	section	NOUN
bae-3224	122	4	of	of	ADP
bae-3224	122	5	the	the	DET
bae-3224	122	6	paper	paper	NOUN
bae-3224	122	7	uses	use	VERB
bae-3224	122	8	this	this	DET
bae-3224	122	9	expression	expression	NOUN
bae-3224	122	10	to	to	PART
bae-3224	122	11	derive	derive	VERB
bae-3224	122	12	what	what	PRON
bae-3224	122	13	we	we	PRON
bae-3224	122	14	call	call	VERB
bae-3224	122	15	the	the	DET
bae-3224	122	16	technical	technical	ADJ
bae-3224	122	17	efficiency	efficiency	NOUN
bae-3224	122	18	elasticity	elasticity	NOUN
bae-3224	122	19	of	of	ADP
bae-3224	122	20	farm	farm	NOUN
bae-3224	122	21	size	size	NOUN
bae-3224	122	22	.	.	PUNCT
bae-3224	123	1	3	3	X
bae-3224	123	2	.	.	X
bae-3224	123	3	data	datum	NOUN
bae-3224	123	4	and	and	CCONJ
bae-3224	123	5	empirical	empirical	ADJ
bae-3224	123	6	model	model	NOUN
bae-3224	123	7	two	two	NUM
bae-3224	123	8	main	main	ADJ
bae-3224	123	9	regions	region	NOUN
bae-3224	123	10	of	of	ADP
bae-3224	123	11	the	the	DET
bae-3224	123	12	philippines	philippine	NOUN
bae-3224	123	13	for	for	ADP
bae-3224	123	14	brackishwater	brackishwater	NOUN
bae-3224	123	15	pond	pond	NOUN
bae-3224	123	16	aquaculture	aquaculture	NOUN
bae-3224	123	17	were	be	AUX
bae-3224	123	18	selected	select	VERB
bae-3224	123	19	for	for	ADP
bae-3224	123	20	this	this	DET
bae-3224	123	21	particular	particular	ADJ
bae-3224	123	22	study	study	NOUN
bae-3224	123	23	.	.	PUNCT
bae-3224	124	1	the	the	DET
bae-3224	124	2	northern	northern	ADJ
bae-3224	124	3	central	central	ADJ
bae-3224	124	4	luzon	luzon	PROPN
bae-3224	124	5	region	region	NOUN
bae-3224	124	6	has	have	AUX
bae-3224	124	7	brackishwater	brackishwater	VERB
bae-3224	124	8	fish	fish	NOUN
bae-3224	124	9	ponds	pond	NOUN
bae-3224	124	10	in	in	ADP
bae-3224	124	11	the	the	DET
bae-3224	124	12	four	four	NUM
bae-3224	124	13	provinces	province	NOUN
bae-3224	124	14	of	of	ADP
bae-3224	124	15	pampanga	pampanga	PROPN
bae-3224	124	16	,	,	PUNCT
bae-3224	124	17	bulacan	bulacan	PROPN
bae-3224	124	18	,	,	PUNCT
bae-3224	124	19	bataan	bataan	PROPN
bae-3224	124	20	and	and	CCONJ
bae-3224	124	21	zambales	zambales	PROPN
bae-3224	124	22	.	.	PUNCT
bae-3224	125	1	the	the	DET
bae-3224	125	2	western	western	ADJ
bae-3224	125	3	visayas	visayas	NOUN
bae-3224	125	4	region	region	NOUN
bae-3224	125	5	is	be	AUX
bae-3224	125	6	located	locate	VERB
bae-3224	125	7	in	in	ADP
bae-3224	125	8	the	the	DET
bae-3224	125	9	central	central	ADJ
bae-3224	125	10	philippines	philippine	NOUN
bae-3224	125	11	,	,	PUNCT
bae-3224	125	12	and	and	CCONJ
bae-3224	125	13	includes	include	VERB
bae-3224	125	14	the	the	DET
bae-3224	125	15	provinces	province	NOUN
bae-3224	125	16	of	of	ADP
bae-3224	125	17	iloilo	iloilo	PROPN
bae-3224	125	18	,	,	PUNCT
bae-3224	125	19	capiz	capiz	PROPN
bae-3224	125	20	,	,	PUNCT
bae-3224	125	21	negros	negros	NOUN
bae-3224	125	22	occidental	occidental	NOUN
bae-3224	125	23	and	and	CCONJ
bae-3224	125	24	aklan	aklan	PROPN
bae-3224	125	25	.	.	PUNCT
bae-3224	126	1	the	the	DET
bae-3224	126	2	sample	sample	NOUN
bae-3224	126	3	was	be	AUX
bae-3224	126	4	stratified	stratify	VERB
bae-3224	126	5	by	by	ADP
bae-3224	126	6	farm	farm	NOUN
bae-3224	126	7	size	size	NOUN
bae-3224	126	8	and	and	CCONJ
bae-3224	126	9	by	by	ADP
bae-3224	126	10	province	province	NOUN
bae-3224	126	11	,	,	PUNCT
bae-3224	126	12	based	base	VERB
bae-3224	126	13	on	on	ADP
bae-3224	126	14	census	census	NOUN
bae-3224	126	15	data	datum	NOUN
bae-3224	126	16	from	from	ADP
bae-3224	126	17	1997	1997	NUM
bae-3224	126	18	provided	provide	VERB
bae-3224	126	19	by	by	ADP
bae-3224	126	20	the	the	DET
bae-3224	126	21	bureau	bureau	NOUN
bae-3224	126	22	of	of	ADP
bae-3224	126	23	agricultural	agricultural	ADJ
bae-3224	126	24	statistics	statistic	NOUN
bae-3224	126	25	.	.	PUNCT
bae-3224	127	1	production	production	NOUN
bae-3224	127	2	and	and	CCONJ
bae-3224	127	3	socio	socio	NOUN
bae-3224	127	4	-	-	PUNCT
bae-3224	127	5	economic	economic	ADJ
bae-3224	127	6	data	datum	NOUN
bae-3224	127	7	were	be	AUX
bae-3224	127	8	then	then	ADV
bae-3224	127	9	collected	collect	VERB
bae-3224	127	10	by	by	ADP
bae-3224	127	11	interviews	interview	NOUN
bae-3224	127	12	with	with	ADP
bae-3224	127	13	farm	farm	NOUN
bae-3224	127	14	operators	operator	NOUN
bae-3224	127	15	and	and	CCONJ
bae-3224	127	16	caretakers	caretaker	NOUN
bae-3224	127	17	(	(	PUNCT
bae-3224	127	18	salaried	salary	VERB
bae-3224	127	19	supervisors	supervisor	NOUN
bae-3224	127	20	)	)	PUNCT
bae-3224	127	21	.	.	PUNCT
bae-3224	128	1	a	a	DET
bae-3224	128	2	total	total	NOUN
bae-3224	128	3	of	of	ADP
bae-3224	128	4	more	more	ADJ
bae-3224	128	5	than	than	ADP
bae-3224	128	6	150	150	NUM
bae-3224	128	7	farms	farm	NOUN
bae-3224	128	8	were	be	AUX
bae-3224	128	9	initially	initially	ADV
bae-3224	128	10	surveyed	survey	VERB
bae-3224	128	11	but	but	CCONJ
bae-3224	128	12	several	several	ADJ
bae-3224	128	13	observations	observation	NOUN
bae-3224	128	14	were	be	AUX
bae-3224	128	15	dropped	drop	VERB
bae-3224	128	16	because	because	SCONJ
bae-3224	128	17	of	of	ADP
bae-3224	128	18	inconsistencies	inconsistency	NOUN
bae-3224	128	19	and/or	and/or	CCONJ
bae-3224	128	20	missing	miss	VERB
bae-3224	128	21	values	value	NOUN
bae-3224	128	22	,	,	PUNCT
bae-3224	128	23	so	so	SCONJ
bae-3224	128	24	that	that	SCONJ
bae-3224	128	25	our	our	PRON
bae-3224	128	26	analysis	analysis	NOUN
bae-3224	128	27	is	be	AUX
bae-3224	128	28	based	base	VERB
bae-3224	128	29	on	on	ADP
bae-3224	128	30	a	a	DET
bae-3224	128	31	sample	sample	NOUN
bae-3224	128	32	of	of	ADP
bae-3224	128	33	127	127	NUM
bae-3224	128	34	individuals	individual	NOUN
bae-3224	128	35	.	.	PUNCT
bae-3224	129	1	table	table	NOUN
bae-3224	129	2	1	1	NUM
bae-3224	129	3	presents	present	VERB
bae-3224	129	4	the	the	DET
bae-3224	129	5	summary	summary	NOUN
bae-3224	129	6	statistics	statistic	NOUN
bae-3224	129	7	of	of	ADP
bae-3224	129	8	the	the	DET
bae-3224	129	9	production	production	NOUN
bae-3224	129	10	variables	variable	NOUN
bae-3224	129	11	.	.	PUNCT
bae-3224	130	1	the	the	DET
bae-3224	130	2	farms	farm	NOUN
bae-3224	130	3	in	in	ADP
bae-3224	130	4	the	the	DET
bae-3224	130	5	study	study	NOUN
bae-3224	130	6	area	area	NOUN
bae-3224	130	7	are	be	AUX
bae-3224	130	8	relatively	relatively	ADV
bae-3224	130	9	large	large	ADJ
bae-3224	130	10	,	,	PUNCT
bae-3224	130	11	with	with	ADP
bae-3224	130	12	an	an	DET
bae-3224	130	13	average	average	ADJ
bae-3224	130	14	surface	surface	NOUN
bae-3224	130	15	area	area	NOUN
bae-3224	130	16	of	of	ADP
bae-3224	130	17	more	more	ADJ
bae-3224	130	18	than	than	ADP
bae-3224	130	19	eleven	eleven	NUM
bae-3224	130	20	hectares	hectare	NOUN
bae-3224	130	21	,	,	PUNCT
bae-3224	130	22	and	and	CCONJ
bae-3224	130	23	land	land	NOUN
bae-3224	130	24	is	be	AUX
bae-3224	130	25	unequally	unequally	ADV
bae-3224	130	26	distributed	distribute	VERB
bae-3224	130	27	,	,	PUNCT
bae-3224	130	28	as	as	SCONJ
bae-3224	130	29	indicated	indicate	VERB
bae-3224	130	30	by	by	ADP
bae-3224	130	31	a	a	DET
bae-3224	130	32	gini	gini	PROPN
bae-3224	130	33	coefficient	coefficient	NOUN
bae-3224	130	34	of	of	ADP
bae-3224	130	35	0.67	0.67	NUM
bae-3224	130	36	.	.	PUNCT
bae-3224	131	1	the	the	DET
bae-3224	131	2	main	main	ADJ
bae-3224	131	3	intermediate	intermediate	ADJ
bae-3224	131	4	input	input	NOUN
bae-3224	131	5	corresponds	correspond	VERB
bae-3224	131	6	to	to	ADP
bae-3224	131	7	the	the	DET
bae-3224	131	8	seeds13	seeds13	NOUN
bae-3224	131	9	,	,	PUNCT
bae-3224	131	10	followed	follow	VERB
bae-3224	131	11	by	by	ADP
bae-3224	131	12	the	the	DET
bae-3224	131	13	feeds	feed	NOUN
bae-3224	131	14	and	and	CCONJ
bae-3224	131	15	,	,	PUNCT
bae-3224	131	16	finally	finally	ADV
bae-3224	131	17	,	,	PUNCT
bae-3224	131	18	fertilizers	fertilizer	NOUN
bae-3224	131	19	.	.	PUNCT
bae-3224	132	1	13	13	NUM
bae-3224	133	1	this	this	PRON
bae-3224	133	2	means	mean	VERB
bae-3224	133	3	the	the	DET
bae-3224	133	4	“	"	PUNCT
bae-3224	133	5	fry	fry	NOUN
bae-3224	133	6	”	"	PUNCT
bae-3224	133	7	for	for	ADP
bae-3224	133	8	prawns	prawn	NOUN
bae-3224	133	9	,	,	PUNCT
bae-3224	133	10	“	"	PUNCT
bae-3224	133	11	juveniles	juvenile	NOUN
bae-3224	133	12	”	"	PUNCT
bae-3224	133	13	for	for	ADP
bae-3224	133	14	crabs	crab	NOUN
bae-3224	133	15	and	and	CCONJ
bae-3224	133	16	“	"	PUNCT
bae-3224	133	17	fingerlings	fingerling	NOUN
bae-3224	133	18	”	"	PUNCT
bae-3224	133	19	for	for	ADP
bae-3224	133	20	milkfish	milkfish	ADJ
bae-3224	133	21	and	and	CCONJ
bae-3224	133	22	tilapia	tilapia	NOUN
bae-3224	133	23	.	.	PUNCT
bae-3224	134	1	184	184	NUM
bae-3224	134	2	x.	x.	NOUN
bae-3224	134	3	irz	irz	PROPN
bae-3224	134	4	,	,	PUNCT
bae-3224	134	5	j.r	j.r	PROPN
bae-3224	134	6	.	.	PROPN
bae-3224	134	7	stevenson	stevenson	PROPN
bae-3224	134	8	this	this	DET
bae-3224	134	9	cost	cost	NOUN
bae-3224	134	10	structure	structure	NOUN
bae-3224	134	11	reflects	reflect	VERB
bae-3224	134	12	the	the	DET
bae-3224	134	13	extensive	extensive	ADJ
bae-3224	134	14	nature	nature	NOUN
bae-3224	134	15	of	of	ADP
bae-3224	134	16	brackishwater	brackishwater	NOUN
bae-3224	134	17	aquaculture	aquaculture	NOUN
bae-3224	134	18	in	in	ADP
bae-3224	134	19	the	the	DET
bae-3224	134	20	philippines	philippine	NOUN
bae-3224	134	21	,	,	PUNCT
bae-3224	134	22	as	as	ADP
bae-3224	134	23	even	even	ADV
bae-3224	134	24	in	in	ADP
bae-3224	134	25	semi	semi	ADJ
bae-3224	134	26	-	-	ADJ
bae-3224	134	27	intensive	intensive	ADJ
bae-3224	134	28	production	production	NOUN
bae-3224	134	29	systems	system	NOUN
bae-3224	134	30	,	,	PUNCT
bae-3224	134	31	the	the	DET
bae-3224	134	32	feeds	feed	NOUN
bae-3224	134	33	account	account	VERB
bae-3224	134	34	for	for	ADP
bae-3224	134	35	the	the	DET
bae-3224	134	36	major	major	ADJ
bae-3224	134	37	share	share	NOUN
bae-3224	134	38	of	of	ADP
bae-3224	134	39	cash	cash	NOUN
bae-3224	134	40	costs	cost	NOUN
bae-3224	134	41	.	.	PUNCT
bae-3224	135	1	also	also	ADV
bae-3224	135	2	,	,	PUNCT
bae-3224	135	3	the	the	DET
bae-3224	135	4	substantial	substantial	ADJ
bae-3224	135	5	cost	cost	NOUN
bae-3224	135	6	of	of	ADP
bae-3224	135	7	fertilizers	fertilizer	NOUN
bae-3224	135	8	reveals	reveal	VERB
bae-3224	135	9	that	that	SCONJ
bae-3224	135	10	farm	farm	NOUN
bae-3224	135	11	operators	operator	NOUN
bae-3224	135	12	attempt	attempt	VERB
bae-3224	135	13	to	to	PART
bae-3224	135	14	bolster	bolster	VERB
bae-3224	135	15	the	the	DET
bae-3224	135	16	natural	natural	ADJ
bae-3224	135	17	productivity	productivity	NOUN
bae-3224	135	18	of	of	ADP
bae-3224	135	19	aquaculture	aquaculture	NOUN
bae-3224	135	20	ponds	pond	NOUN
bae-3224	135	21	,	,	PUNCT
bae-3224	135	22	while	while	SCONJ
bae-3224	135	23	the	the	DET
bae-3224	135	24	production	production	NOUN
bae-3224	135	25	process	process	NOUN
bae-3224	135	26	in	in	ADP
bae-3224	135	27	intensive	intensive	ADJ
bae-3224	135	28	aquaculture	aquaculture	NOUN
bae-3224	135	29	relies	rely	VERB
bae-3224	135	30	solely	solely	ADV
bae-3224	135	31	on	on	ADP
bae-3224	135	32	the	the	DET
bae-3224	135	33	provision	provision	NOUN
bae-3224	135	34	of	of	ADP
bae-3224	135	35	feeds	feed	NOUN
bae-3224	135	36	from	from	ADP
bae-3224	135	37	an	an	DET
bae-3224	135	38	external	external	ADJ
bae-3224	135	39	source	source	NOUN
bae-3224	135	40	for	for	ADP
bae-3224	135	41	the	the	DET
bae-3224	135	42	growth	growth	NOUN
bae-3224	135	43	of	of	ADP
bae-3224	135	44	the	the	DET
bae-3224	135	45	cultivated	cultivate	VERB
bae-3224	135	46	species	specie	NOUN
bae-3224	135	47	.	.	PUNCT
bae-3224	136	1	finally	finally	ADV
bae-3224	136	2	,	,	PUNCT
bae-3224	136	3	the	the	DET
bae-3224	136	4	summary	summary	NOUN
bae-3224	136	5	statistics	statistic	NOUN
bae-3224	136	6	also	also	ADV
bae-3224	136	7	suggest	suggest	VERB
bae-3224	136	8	that	that	SCONJ
bae-3224	136	9	labor	labor	NOUN
bae-3224	136	10	represents	represent	VERB
bae-3224	136	11	an	an	DET
bae-3224	136	12	important	important	ADJ
bae-3224	136	13	cost	cost	NOUN
bae-3224	136	14	of	of	ADP
bae-3224	136	15	production	production	NOUN
bae-3224	136	16	,	,	PUNCT
bae-3224	136	17	as	as	SCONJ
bae-3224	136	18	,	,	PUNCT
bae-3224	136	19	on	on	ADP
bae-3224	136	20	average	average	ADJ
bae-3224	136	21	,	,	PUNCT
bae-3224	136	22	the	the	DET
bae-3224	136	23	total	total	ADJ
bae-3224	136	24	wage	wage	NOUN
bae-3224	136	25	bill	bill	NOUN
bae-3224	136	26	exceeds	exceed	VERB
bae-3224	136	27	the	the	DET
bae-3224	136	28	cost	cost	NOUN
bae-3224	136	29	of	of	ADP
bae-3224	136	30	any	any	DET
bae-3224	136	31	individual	individual	ADJ
bae-3224	136	32	intermediate	intermediate	ADJ
bae-3224	136	33	input14	input14	NOUN
bae-3224	136	34	.	.	PUNCT
bae-3224	137	1	table	table	NOUN
bae-3224	137	2	1	1	NUM
bae-3224	137	3	.	.	PUNCT
bae-3224	138	1	summary	summary	NOUN
bae-3224	138	2	statistics	statistic	NOUN
bae-3224	138	3	*	*	VERB
bae-3224	138	4	variable	variable	ADJ
bae-3224	138	5	mean	mean	VERB
bae-3224	138	6	standard	standard	ADJ
bae-3224	138	7	deviation	deviation	NOUN
bae-3224	138	8	minimum	minimum	ADJ
bae-3224	138	9	maximum	maximum	ADJ
bae-3224	138	10	outputs	output	NOUN
bae-3224	138	11	(	(	PUNCT
bae-3224	138	12	kg	kg	NOUN
bae-3224	138	13	)	)	PUNCT
bae-3224	138	14	        	        	SPACE
bae-3224	138	15	milkfish	milkfish	VERB
bae-3224	138	16	4,356	4,356	NUM
bae-3224	138	17	1,098	1,098	NUM
bae-3224	138	18	0	0	NUM
bae-3224	138	19	80,000	80,000	NUM
bae-3224	138	20	tilapia	tilapia	NOUN
bae-3224	138	21	674	674	NUM
bae-3224	138	22	230	230	NUM
bae-3224	138	23	0	0	NUM
bae-3224	138	24	25,600	25,600	NUM
bae-3224	138	25	prawns	prawn	NOUN
bae-3224	138	26	691	691	NUM
bae-3224	138	27	202	202	NUM
bae-3224	138	28	0	0	NUM
bae-3224	138	29	22,240	22,240	NUM
bae-3224	138	30	crabs	crab	NOUN
bae-3224	138	31	311	311	NUM
bae-3224	138	32	79	79	NUM
bae-3224	138	33	0	0	NUM
bae-3224	138	34	8,000	8,000	NUM
bae-3224	138	35	inputs	input	NOUN
bae-3224	138	36	        	        	SPACE
bae-3224	138	37	land	land	NOUN
bae-3224	138	38	(	(	PUNCT
bae-3224	138	39	ha	ha	INTJ
bae-3224	138	40	)	)	PUNCT
bae-3224	138	41	11.5	11.5	NUM
bae-3224	138	42	1.9	1.9	NUM
bae-3224	138	43	0.1	0.1	NUM
bae-3224	138	44	130.0	130.0	NUM
bae-3224	138	45	labor	labor	NOUN
bae-3224	138	46	(	(	PUNCT
bae-3224	138	47	man	man	NOUN
bae-3224	138	48	days	day	NOUN
bae-3224	138	49	)	)	PUNCT
bae-3224	138	50	1,160	1,160	NUM
bae-3224	138	51	220	220	NUM
bae-3224	138	52	187	187	NUM
bae-3224	138	53	26,312	26,312	NUM
bae-3224	138	54	feeds	feed	NOUN
bae-3224	138	55	(	(	PUNCT
bae-3224	138	56	pesos	pesos	NOUN
bae-3224	138	57	)	)	PUNCT
bae-3224	138	58	95,259	95,259	NUM
bae-3224	138	59	39,617	39,617	NUM
bae-3224	138	60	0	0	NUM
bae-3224	138	61	4,420,893	4,420,893	NUM
bae-3224	138	62	fert	fert	NOUN
bae-3224	138	63	(	(	PUNCT
bae-3224	138	64	pesos	pesos	NOUN
bae-3224	138	65	)	)	PUNCT
bae-3224	138	66	33,578	33,578	NUM
bae-3224	138	67	5,867	5,867	NUM
bae-3224	138	68	0	0	NUM
bae-3224	138	69	403,260	403,260	NUM
bae-3224	138	70	seeds	seed	NOUN
bae-3224	138	71	(	(	PUNCT
bae-3224	138	72	pesos	pesos	NOUN
bae-3224	138	73	)	)	PUNCT
bae-3224	138	74	183,770	183,770	NUM
bae-3224	138	75	46,518	46,518	NUM
bae-3224	138	76	0	0	NUM
bae-3224	138	77	4,140,000	4,140,000	NUM
bae-3224	138	78	*	*	PUNCT
bae-3224	138	79	all	all	DET
bae-3224	138	80	variables	variable	NOUN
bae-3224	138	81	are	be	AUX
bae-3224	138	82	expressed	express	VERB
bae-3224	138	83	on	on	ADP
bae-3224	138	84	a	a	DET
bae-3224	138	85	per	per	ADJ
bae-3224	138	86	year	year	NOUN
bae-3224	138	87	basis	basis	NOUN
bae-3224	138	88	.	.	PUNCT
bae-3224	139	1	with	with	ADP
bae-3224	139	2	respect	respect	NOUN
bae-3224	139	3	to	to	ADP
bae-3224	139	4	outputs	output	NOUN
bae-3224	139	5	,	,	PUNCT
bae-3224	139	6	milkfish	milkfish	ADJ
bae-3224	139	7	is	be	AUX
bae-3224	139	8	the	the	DET
bae-3224	139	9	dominant	dominant	ADJ
bae-3224	139	10	production	production	NOUN
bae-3224	139	11	in	in	ADP
bae-3224	139	12	volume	volume	NOUN
bae-3224	139	13	.	.	PUNCT
bae-3224	140	1	this	this	PRON
bae-3224	140	2	is	be	AUX
bae-3224	140	3	not	not	PART
bae-3224	140	4	surprising	surprising	ADJ
bae-3224	140	5	as	as	SCONJ
bae-3224	140	6	the	the	DET
bae-3224	140	7	polyculture	polyculture	NOUN
bae-3224	140	8	production	production	NOUN
bae-3224	140	9	system	system	NOUN
bae-3224	140	10	described	describe	VERB
bae-3224	140	11	here	here	ADV
bae-3224	140	12	represents	represent	VERB
bae-3224	140	13	a	a	DET
bae-3224	140	14	recent	recent	ADJ
bae-3224	140	15	evolution	evolution	NOUN
bae-3224	140	16	of	of	ADP
bae-3224	140	17	the	the	DET
bae-3224	140	18	traditional	traditional	ADJ
bae-3224	140	19	milkfish	milkfish	ADJ
bae-3224	140	20	monoculture	monoculture	NOUN
bae-3224	140	21	system	system	NOUN
bae-3224	140	22	(	(	PUNCT
bae-3224	140	23	chong	chong	PROPN
bae-3224	140	24	et	et	PROPN
bae-3224	140	25	al	al	PROPN
bae-3224	140	26	.	.	PROPN
bae-3224	140	27	,	,	PUNCT
bae-3224	140	28	1984	1984	NUM
bae-3224	140	29	)	)	PUNCT
bae-3224	140	30	.	.	PUNCT
bae-3224	141	1	the	the	DET
bae-3224	141	2	average	average	ADJ
bae-3224	141	3	milkfish	milkfish	ADJ
bae-3224	141	4	yield	yield	NOUN
bae-3224	141	5	of	of	ADP
bae-3224	141	6	less	less	ADJ
bae-3224	141	7	than	than	ADP
bae-3224	141	8	500	500	NUM
bae-3224	141	9	kg	kg	NOUN
bae-3224	141	10	per	per	ADP
bae-3224	141	11	hectare	hectare	NOUN
bae-3224	141	12	confirms	confirm	VERB
bae-3224	141	13	the	the	DET
bae-3224	141	14	extensive	extensive	ADJ
bae-3224	141	15	nature	nature	NOUN
bae-3224	141	16	of	of	ADP
bae-3224	141	17	production	production	NOUN
bae-3224	141	18	.	.	PUNCT
bae-3224	142	1	the	the	DET
bae-3224	142	2	volumes	volume	NOUN
bae-3224	142	3	produced	produce	VERB
bae-3224	142	4	of	of	ADP
bae-3224	142	5	the	the	DET
bae-3224	142	6	other	other	ADJ
bae-3224	142	7	species	specie	NOUN
bae-3224	142	8	appear	appear	VERB
bae-3224	142	9	relatively	relatively	ADV
bae-3224	142	10	small	small	ADJ
bae-3224	142	11	compared	compare	VERB
bae-3224	142	12	to	to	ADP
bae-3224	142	13	that	that	PRON
bae-3224	142	14	of	of	ADP
bae-3224	142	15	milkfish	milkfish	ADJ
bae-3224	142	16	but	but	CCONJ
bae-3224	142	17	the	the	DET
bae-3224	142	18	relative	relative	ADJ
bae-3224	142	19	importance	importance	NOUN
bae-3224	142	20	of	of	ADP
bae-3224	142	21	the	the	DET
bae-3224	142	22	species	specie	NOUN
bae-3224	142	23	is	be	AUX
bae-3224	142	24	different	different	ADJ
bae-3224	142	25	in	in	ADP
bae-3224	142	26	value	value	NOUN
bae-3224	142	27	terms	term	NOUN
bae-3224	142	28	.	.	PUNCT
bae-3224	143	1	given	give	VERB
bae-3224	143	2	that	that	SCONJ
bae-3224	143	3	prawns	prawn	NOUN
bae-3224	143	4	fetch	fetch	VERB
bae-3224	143	5	a	a	DET
bae-3224	143	6	price	price	NOUN
bae-3224	143	7	nearly	nearly	ADV
bae-3224	143	8	ten	ten	NUM
bae-3224	143	9	times	time	NOUN
bae-3224	143	10	as	as	ADV
bae-3224	143	11	high	high	ADJ
bae-3224	143	12	as	as	ADP
bae-3224	143	13	that	that	PRON
bae-3224	143	14	of	of	ADP
bae-3224	143	15	milkfish	milkfish	ADJ
bae-3224	143	16	per	per	ADP
bae-3224	143	17	weight	weight	NOUN
bae-3224	143	18	unit	unit	NOUN
bae-3224	143	19	,	,	PUNCT
bae-3224	143	20	they	they	PRON
bae-3224	143	21	actually	actually	ADV
bae-3224	143	22	represent	represent	VERB
bae-3224	143	23	the	the	DET
bae-3224	143	24	dominant	dominant	ADJ
bae-3224	143	25	production	production	NOUN
bae-3224	143	26	in	in	ADP
bae-3224	143	27	terms	term	NOUN
bae-3224	143	28	of	of	ADP
bae-3224	143	29	revenue	revenue	NOUN
bae-3224	143	30	share15	share15	NOUN
bae-3224	143	31	.	.	PUNCT
bae-3224	144	1	this	this	DET
bae-3224	144	2	price	price	NOUN
bae-3224	144	3	differential	differential	NOUN
bae-3224	144	4	is	be	AUX
bae-3224	144	5	explained	explain	VERB
bae-3224	144	6	in	in	ADP
bae-3224	144	7	part	part	NOUN
bae-3224	144	8	by	by	ADP
bae-3224	144	9	the	the	DET
bae-3224	144	10	fact	fact	NOUN
bae-3224	144	11	that	that	SCONJ
bae-3224	144	12	milkfish	milkfish	ADJ
bae-3224	144	13	and	and	CCONJ
bae-3224	144	14	tilapia	tilapia	NOUN
bae-3224	144	15	are	be	AUX
bae-3224	144	16	consumed	consume	VERB
bae-3224	144	17	domestically	domestically	ADV
bae-3224	144	18	,	,	PUNCT
bae-3224	144	19	while	while	SCONJ
bae-3224	144	20	an	an	DET
bae-3224	144	21	important	important	ADJ
bae-3224	144	22	proportion	proportion	NOUN
bae-3224	144	23	of	of	ADP
bae-3224	144	24	the	the	DET
bae-3224	144	25	prawns	prawn	NOUN
bae-3224	144	26	are	be	AUX
bae-3224	144	27	exported	export	VERB
bae-3224	144	28	to	to	ADP
bae-3224	144	29	the	the	DET
bae-3224	144	30	high	high	ADJ
bae-3224	144	31	-	-	PUNCT
bae-3224	144	32	income	income	NOUN
bae-3224	144	33	markets	market	NOUN
bae-3224	144	34	of	of	ADP
bae-3224	144	35	japan	japan	PROPN
bae-3224	144	36	and	and	CCONJ
bae-3224	144	37	the	the	DET
bae-3224	144	38	united	united	PROPN
bae-3224	144	39	states	states	PROPN
bae-3224	144	40	.	.	PUNCT
bae-3224	145	1	however	however	ADV
bae-3224	145	2	,	,	PUNCT
bae-3224	145	3	notice	notice	VERB
bae-3224	145	4	that	that	SCONJ
bae-3224	145	5	crabs	crab	NOUN
bae-3224	145	6	,	,	PUNCT
bae-3224	145	7	which	which	PRON
bae-3224	145	8	are	be	AUX
bae-3224	145	9	also	also	ADV
bae-3224	145	10	exclusively	exclusively	ADV
bae-3224	145	11	sold	sell	VERB
bae-3224	145	12	on	on	ADP
bae-3224	145	13	domestic	domestic	ADJ
bae-3224	145	14	markets	market	NOUN
bae-3224	145	15	,	,	PUNCT
bae-3224	145	16	also	also	ADV
bae-3224	145	17	receive	receive	VERB
bae-3224	145	18	high	high	ADJ
bae-3224	145	19	prices	price	NOUN
bae-3224	145	20	and	and	CCONJ
bae-3224	145	21	are	be	AUX
bae-3224	145	22	therefore	therefore	ADV
bae-3224	145	23	important	important	ADJ
bae-3224	145	24	productions	production	NOUN
bae-3224	145	25	in	in	ADP
bae-3224	145	26	14	14	NUM
bae-3224	145	27	the	the	DET
bae-3224	145	28	wage	wage	NOUN
bae-3224	145	29	rate	rate	NOUN
bae-3224	145	30	for	for	ADP
bae-3224	145	31	farm	farm	NOUN
bae-3224	145	32	labor	labor	NOUN
bae-3224	145	33	is	be	AUX
bae-3224	145	34	approximately	approximately	ADV
bae-3224	145	35	150	150	NUM
bae-3224	145	36	php	php	NOUN
bae-3224	145	37	/	/	SYM
bae-3224	145	38	day	day	NOUN
bae-3224	145	39	in	in	ADP
bae-3224	145	40	central	central	ADJ
bae-3224	145	41	luzon	luzon	NOUN
bae-3224	145	42	and	and	CCONJ
bae-3224	145	43	100	100	NUM
bae-3224	145	44	php	php	NOUN
bae-3224	145	45	/	/	SYM
bae-3224	145	46	day	day	NOUN
bae-3224	145	47	in	in	ADP
bae-3224	145	48	the	the	DET
bae-3224	145	49	western	western	ADJ
bae-3224	145	50	visayas	visayas	NOUN
bae-3224	145	51	.	.	PUNCT
bae-3224	146	1	15	15	NUM
bae-3224	147	1	the	the	DET
bae-3224	147	2	average	average	ADJ
bae-3224	147	3	prices	price	NOUN
bae-3224	147	4	per	per	ADP
bae-3224	147	5	kilogram	kilogram	PROPN
bae-3224	147	6	for	for	ADP
bae-3224	147	7	our	our	PRON
bae-3224	147	8	sample	sample	NOUN
bae-3224	147	9	are	be	AUX
bae-3224	147	10	45php	45php	PRON
bae-3224	147	11	for	for	ADP
bae-3224	147	12	milkfish	milkfish	ADJ
bae-3224	147	13	,	,	PUNCT
bae-3224	147	14	31php	31php	NUM
bae-3224	147	15	for	for	ADP
bae-3224	147	16	tilapia	tilapia	NOUN
bae-3224	147	17	,	,	PUNCT
bae-3224	147	18	412php	412php	NUM
bae-3224	147	19	for	for	ADP
bae-3224	147	20	prawns	prawn	NOUN
bae-3224	147	21	and	and	CCONJ
bae-3224	147	22	210	210	NUM
bae-3224	147	23	php	php	NOUN
bae-3224	147	24	for	for	ADP
bae-3224	147	25	crabs	crab	NOUN
bae-3224	147	26	.	.	PUNCT
bae-3224	148	1	185efficiency	185efficiency	PROPN
bae-3224	148	2	and	and	CCONJ
bae-3224	148	3	farm	farm	NOUN
bae-3224	148	4	size	size	NOUN
bae-3224	148	5	in	in	ADP
bae-3224	148	6	philippine	philippine	ADJ
bae-3224	148	7	aquaculture	aquaculture	NOUN
bae-3224	148	8	economic	economic	ADJ
bae-3224	148	9	terms	term	NOUN
bae-3224	148	10	.	.	PUNCT
bae-3224	149	1	finally	finally	ADV
bae-3224	149	2	,	,	PUNCT
bae-3224	149	3	we	we	PRON
bae-3224	149	4	note	note	VERB
bae-3224	149	5	that	that	SCONJ
bae-3224	149	6	,	,	PUNCT
bae-3224	149	7	although	although	SCONJ
bae-3224	149	8	not	not	PART
bae-3224	149	9	apparent	apparent	ADJ
bae-3224	149	10	in	in	ADP
bae-3224	149	11	table	table	NOUN
bae-3224	149	12	1	1	NUM
bae-3224	149	13	,	,	PUNCT
bae-3224	149	14	the	the	DET
bae-3224	149	15	farms	farm	NOUN
bae-3224	149	16	in	in	ADP
bae-3224	149	17	the	the	DET
bae-3224	149	18	sample	sample	NOUN
bae-3224	149	19	choose	choose	VERB
bae-3224	149	20	different	different	ADJ
bae-3224	149	21	associations	association	NOUN
bae-3224	149	22	of	of	ADP
bae-3224	149	23	species	specie	NOUN
bae-3224	149	24	.	.	PUNCT
bae-3224	150	1	first	first	ADV
bae-3224	150	2	,	,	PUNCT
bae-3224	150	3	a	a	DET
bae-3224	150	4	large	large	ADJ
bae-3224	150	5	majority	majority	NOUN
bae-3224	150	6	of	of	ADP
bae-3224	150	7	farms	farm	NOUN
bae-3224	150	8	(	(	PUNCT
bae-3224	150	9	82	82	NUM
bae-3224	150	10	)	)	PUNCT
bae-3224	150	11	practice	practice	NOUN
bae-3224	150	12	the	the	DET
bae-3224	150	13	polyculture	polyculture	NOUN
bae-3224	150	14	of	of	ADP
bae-3224	150	15	at	at	ADV
bae-3224	150	16	least	least	ADV
bae-3224	150	17	two	two	NUM
bae-3224	150	18	species	specie	NOUN
bae-3224	150	19	,	,	PUNCT
bae-3224	150	20	hence	hence	ADV
bae-3224	150	21	justifying	justify	VERB
bae-3224	150	22	our	our	PRON
bae-3224	150	23	earlier	early	ADJ
bae-3224	150	24	discussion	discussion	NOUN
bae-3224	150	25	on	on	ADP
bae-3224	150	26	multi	multi	ADJ
bae-3224	150	27	-	-	ADJ
bae-3224	150	28	product	product	ADJ
bae-3224	150	29	technologies	technology	NOUN
bae-3224	150	30	.	.	PUNCT
bae-3224	151	1	and	and	CCONJ
bae-3224	151	2	second	second	ADV
bae-3224	151	3	,	,	PUNCT
bae-3224	151	4	the	the	DET
bae-3224	151	5	association	association	NOUN
bae-3224	151	6	of	of	ADP
bae-3224	151	7	all	all	DET
bae-3224	151	8	four	four	NUM
bae-3224	151	9	species	specie	NOUN
bae-3224	151	10	is	be	AUX
bae-3224	151	11	only	only	ADV
bae-3224	151	12	adopted	adopt	VERB
bae-3224	151	13	by	by	ADP
bae-3224	151	14	a	a	DET
bae-3224	151	15	relatively	relatively	ADV
bae-3224	151	16	small	small	ADJ
bae-3224	151	17	fraction	fraction	NOUN
bae-3224	151	18	of	of	ADP
bae-3224	151	19	the	the	DET
bae-3224	151	20	sample	sample	NOUN
bae-3224	151	21	farms	farm	NOUN
bae-3224	151	22	(	(	PUNCT
bae-3224	151	23	11	11	NUM
bae-3224	151	24	)	)	PUNCT
bae-3224	151	25	,	,	PUNCT
bae-3224	151	26	implying	imply	VERB
bae-3224	151	27	that	that	SCONJ
bae-3224	151	28	there	there	PRON
bae-3224	151	29	is	be	VERB
bae-3224	151	30	a	a	DET
bae-3224	151	31	large	large	ADJ
bae-3224	151	32	number	number	NOUN
bae-3224	151	33	of	of	ADP
bae-3224	151	34	zero	zero	NUM
bae-3224	151	35	output	output	NOUN
bae-3224	151	36	values	value	NOUN
bae-3224	151	37	in	in	ADP
bae-3224	151	38	the	the	DET
bae-3224	151	39	sample	sample	NOUN
bae-3224	151	40	.	.	PUNCT
bae-3224	152	1	we	we	PRON
bae-3224	152	2	choose	choose	VERB
bae-3224	152	3	a	a	DET
bae-3224	152	4	quadratic	quadratic	ADJ
bae-3224	152	5	functional	functional	ADJ
bae-3224	152	6	form	form	NOUN
bae-3224	152	7	as	as	ADP
bae-3224	152	8	a	a	DET
bae-3224	152	9	first	first	ADJ
bae-3224	152	10	step	step	NOUN
bae-3224	152	11	in	in	ADP
bae-3224	152	12	estimating	estimate	VERB
bae-3224	152	13	the	the	DET
bae-3224	152	14	output	output	NOUN
bae-3224	152	15	ray	ray	NOUN
bae-3224	152	16	function	function	NOUN
bae-3224	152	17	defined	define	VERB
bae-3224	152	18	in	in	ADP
bae-3224	152	19	equation	equation	NOUN
bae-3224	152	20	(	(	PUNCT
bae-3224	152	21	6	6	NUM
bae-3224	152	22	):	):	PUNCT
bae-3224	152	23	  	  	SPACE
bae-3224	152	24	(	(	PUNCT
bae-3224	152	25	14	14	NUM
bae-3224	152	26	)	)	PUNCT
bae-3224	152	27	where	where	SCONJ
bae-3224	152	28	the	the	DET
bae-3224	152	29	vector	vector	NOUN
bae-3224	152	30	w	w	NOUN
bae-3224	152	31	includes	include	VERB
bae-3224	152	32	each	each	PRON
bae-3224	152	33	of	of	ADP
bae-3224	152	34	the	the	DET
bae-3224	152	35	(	(	PUNCT
bae-3224	152	36	m-1	m-1	NOUN
bae-3224	152	37	)	)	PUNCT
bae-3224	152	38	polar	polar	ADJ
bae-3224	152	39	coordinate	coordinate	NOUN
bae-3224	152	40	angles	angle	VERB
bae-3224	152	41	θ(y	θ(y	NOUN
bae-3224	152	42	)	)	PUNCT
bae-3224	152	43	and	and	CCONJ
bae-3224	152	44	the	the	DET
bae-3224	152	45	k	k	PROPN
bae-3224	152	46	inputs	input	NOUN
bae-3224	152	47	,	,	PUNCT
bae-3224	152	48	and	and	CCONJ
bae-3224	152	49	d	d	NOUN
bae-3224	152	50	is	be	AUX
bae-3224	152	51	a	a	DET
bae-3224	152	52	regional	regional	ADJ
bae-3224	152	53	dummy	dummy	NOUN
bae-3224	152	54	taking	take	VERB
bae-3224	152	55	a	a	DET
bae-3224	152	56	value	value	NOUN
bae-3224	152	57	of	of	ADP
bae-3224	152	58	unity	unity	NOUN
bae-3224	152	59	for	for	ADP
bae-3224	152	60	the	the	DET
bae-3224	152	61	farms	farm	NOUN
bae-3224	152	62	located	locate	VERB
bae-3224	152	63	in	in	ADP
bae-3224	152	64	the	the	DET
bae-3224	152	65	western	western	ADJ
bae-3224	152	66	visayas16	visayas16	PROPN
bae-3224	152	67	.	.	PUNCT
bae-3224	153	1	the	the	DET
bae-3224	153	2	quadratic	quadratic	ADJ
bae-3224	153	3	production	production	NOUN
bae-3224	153	4	function	function	NOUN
bae-3224	153	5	is	be	AUX
bae-3224	153	6	a	a	DET
bae-3224	153	7	flexible	flexible	ADJ
bae-3224	153	8	functional	functional	ADJ
bae-3224	153	9	form	form	NOUN
bae-3224	153	10	in	in	ADP
bae-3224	153	11	the	the	DET
bae-3224	153	12	sense	sense	NOUN
bae-3224	153	13	that	that	SCONJ
bae-3224	153	14	it	it	PRON
bae-3224	153	15	can	can	AUX
bae-3224	153	16	serve	serve	VERB
bae-3224	153	17	as	as	ADP
bae-3224	153	18	a	a	DET
bae-3224	153	19	local	local	ADJ
bae-3224	153	20	second	second	ADJ
bae-3224	153	21	-	-	PUNCT
bae-3224	153	22	order	order	NOUN
bae-3224	153	23	approximation	approximation	NOUN
bae-3224	153	24	to	to	ADP
bae-3224	153	25	any	any	DET
bae-3224	153	26	unknown	unknown	ADJ
bae-3224	153	27	production	production	NOUN
bae-3224	153	28	function	function	NOUN
bae-3224	153	29	.	.	PUNCT
bae-3224	154	1	this	this	DET
bae-3224	154	2	specification	specification	NOUN
bae-3224	154	3	therefore	therefore	ADV
bae-3224	154	4	gives	give	VERB
bae-3224	154	5	flexibility	flexibility	NOUN
bae-3224	154	6	to	to	ADP
bae-3224	154	7	the	the	DET
bae-3224	154	8	model	model	NOUN
bae-3224	154	9	which	which	PRON
bae-3224	154	10	can	can	AUX
bae-3224	154	11	accommodate	accommodate	VERB
bae-3224	154	12	zero	zero	NUM
bae-3224	154	13	values	value	NOUN
bae-3224	154	14	on	on	ADP
bae-3224	154	15	both	both	DET
bae-3224	154	16	inputs	input	NOUN
bae-3224	154	17	and	and	CCONJ
bae-3224	154	18	outputs	output	NOUN
bae-3224	154	19	.	.	PUNCT
bae-3224	155	1	the	the	DET
bae-3224	155	2	empirical	empirical	ADJ
bae-3224	155	3	specification	specification	NOUN
bae-3224	155	4	includes	include	VERB
bae-3224	155	5	the	the	DET
bae-3224	155	6	three	three	NUM
bae-3224	155	7	following	follow	VERB
bae-3224	155	8	inputs	input	NOUN
bae-3224	155	9	:	:	PUNCT
bae-3224	155	10	land	land	NOUN
bae-3224	155	11	and	and	CCONJ
bae-3224	155	12	labor	labor	NOUN
bae-3224	155	13	,	,	PUNCT
bae-3224	155	14	defined	define	VERB
bae-3224	155	15	as	as	ADP
bae-3224	155	16	in	in	ADP
bae-3224	155	17	table	table	NOUN
bae-3224	155	18	1	1	NUM
bae-3224	155	19	as	as	ADP
bae-3224	155	20	the	the	DET
bae-3224	155	21	total	total	ADJ
bae-3224	155	22	surface	surface	NOUN
bae-3224	155	23	area	area	NOUN
bae-3224	155	24	of	of	ADP
bae-3224	155	25	the	the	DET
bae-3224	155	26	aquaculture	aquaculture	NOUN
bae-3224	155	27	farm	farm	NOUN
bae-3224	155	28	and	and	CCONJ
bae-3224	155	29	the	the	DET
bae-3224	155	30	number	number	NOUN
bae-3224	155	31	of	of	ADP
bae-3224	155	32	man	man	NOUN
bae-3224	155	33	days	day	NOUN
bae-3224	155	34	of	of	ADP
bae-3224	155	35	labor	labor	NOUN
bae-3224	155	36	used	use	VERB
bae-3224	155	37	on	on	ADP
bae-3224	155	38	the	the	DET
bae-3224	155	39	farm	farm	NOUN
bae-3224	155	40	;	;	PUNCT
bae-3224	155	41	and	and	CCONJ
bae-3224	155	42	intermediate	intermediate	ADJ
bae-3224	155	43	inputs	input	NOUN
bae-3224	155	44	,	,	PUNCT
bae-3224	155	45	expressed	express	VERB
bae-3224	155	46	in	in	ADP
bae-3224	155	47	value	value	NOUN
bae-3224	155	48	terms	term	NOUN
bae-3224	155	49	,	,	PUNCT
bae-3224	155	50	and	and	CCONJ
bae-3224	155	51	hence	hence	ADV
bae-3224	155	52	representing	represent	VERB
bae-3224	155	53	an	an	DET
bae-3224	155	54	aggregate	aggregate	NOUN
bae-3224	155	55	of	of	ADP
bae-3224	155	56	the	the	DET
bae-3224	155	57	feed	feed	NOUN
bae-3224	155	58	,	,	PUNCT
bae-3224	155	59	seed	seed	NOUN
bae-3224	155	60	and	and	CCONJ
bae-3224	155	61	fertilizer	fertilizer	NOUN
bae-3224	155	62	inputs	input	NOUN
bae-3224	155	63	.	.	PUNCT
bae-3224	156	1	on	on	ADP
bae-3224	156	2	the	the	DET
bae-3224	156	3	output	output	NOUN
bae-3224	156	4	side	side	NOUN
bae-3224	156	5	,	,	PUNCT
bae-3224	156	6	all	all	DET
bae-3224	156	7	four	four	NUM
bae-3224	156	8	productions	production	NOUN
bae-3224	156	9	were	be	AUX
bae-3224	156	10	used	use	VERB
bae-3224	156	11	to	to	PART
bae-3224	156	12	define	define	VERB
bae-3224	156	13	the	the	DET
bae-3224	156	14	three	three	NUM
bae-3224	156	15	polar	polar	ADJ
bae-3224	156	16	coordinate	coordinate	NOUN
bae-3224	156	17	angles	angle	NOUN
bae-3224	156	18	for	for	ADP
bae-3224	156	19	tilapia	tilapia	NOUN
bae-3224	156	20	,	,	PUNCT
bae-3224	156	21	crabs	crab	NOUN
bae-3224	156	22	and	and	CCONJ
bae-3224	156	23	prawns	prawn	NOUN
bae-3224	156	24	.	.	PUNCT
bae-3224	157	1	the	the	DET
bae-3224	157	2	last	last	ADJ
bae-3224	157	3	step	step	NOUN
bae-3224	157	4	in	in	ADP
bae-3224	157	5	specifying	specify	VERB
bae-3224	157	6	the	the	DET
bae-3224	157	7	model	model	NOUN
bae-3224	157	8	involves	involve	VERB
bae-3224	157	9	choosing	choose	VERB
bae-3224	157	10	the	the	DET
bae-3224	157	11	inefficiency	inefficiency	NOUN
bae-3224	157	12	effects	effect	NOUN
bae-3224	157	13	z	z	PROPN
bae-3224	157	14	,	,	PUNCT
bae-3224	157	15	which	which	PRON
bae-3224	157	16	should	should	AUX
bae-3224	157	17	include	include	VERB
bae-3224	157	18	variables	variable	NOUN
bae-3224	157	19	susceptible	susceptible	ADJ
bae-3224	157	20	of	of	ADP
bae-3224	157	21	influencing	influence	VERB
bae-3224	157	22	the	the	DET
bae-3224	157	23	adoption	adoption	NOUN
bae-3224	157	24	of	of	ADP
bae-3224	157	25	particular	particular	ADJ
bae-3224	157	26	management	management	NOUN
bae-3224	157	27	practices	practice	NOUN
bae-3224	157	28	or	or	CCONJ
bae-3224	157	29	the	the	DET
bae-3224	157	30	determinants	determinant	NOUN
bae-3224	157	31	of	of	ADP
bae-3224	157	32	their	their	PRON
bae-3224	157	33	adoption	adoption	NOUN
bae-3224	157	34	(	(	PUNCT
bae-3224	157	35	irz	irz	PROPN
bae-3224	157	36	and	and	CCONJ
bae-3224	157	37	mckenzie	mckenzie	NOUN
bae-3224	157	38	,	,	PUNCT
bae-3224	157	39	2003	2003	NUM
bae-3224	157	40	)	)	PUNCT
bae-3224	157	41	.	.	PUNCT
bae-3224	158	1	given	give	VERB
bae-3224	158	2	the	the	DET
bae-3224	158	3	focus	focus	NOUN
bae-3224	158	4	of	of	ADP
bae-3224	158	5	this	this	DET
bae-3224	158	6	paper	paper	NOUN
bae-3224	158	7	on	on	ADP
bae-3224	158	8	the	the	DET
bae-3224	158	9	ir	ir	PROPN
bae-3224	158	10	,	,	PUNCT
bae-3224	158	11	farm	farm	NOUN
bae-3224	158	12	size	size	NOUN
bae-3224	158	13	is	be	AUX
bae-3224	158	14	included	include	VERB
bae-3224	158	15	as	as	SCONJ
bae-3224	158	16	it	it	PRON
bae-3224	158	17	is	be	AUX
bae-3224	158	18	our	our	PRON
bae-3224	158	19	aim	aim	NOUN
bae-3224	158	20	to	to	PART
bae-3224	158	21	establish	establish	VERB
bae-3224	158	22	whether	whether	SCONJ
bae-3224	158	23	small	small	ADJ
bae-3224	158	24	and	and	CCONJ
bae-3224	158	25	large	large	ADJ
bae-3224	158	26	farms	farm	NOUN
bae-3224	158	27	adopt	adopt	VERB
bae-3224	158	28	different	different	ADJ
bae-3224	158	29	management	management	NOUN
bae-3224	158	30	practices	practice	NOUN
bae-3224	158	31	that	that	PRON
bae-3224	158	32	lead	lead	VERB
bae-3224	158	33	to	to	ADP
bae-3224	158	34	differences	difference	NOUN
bae-3224	158	35	in	in	ADP
bae-3224	158	36	efficiency	efficiency	NOUN
bae-3224	158	37	.	.	PUNCT
bae-3224	159	1	it	it	PRON
bae-3224	159	2	is	be	AUX
bae-3224	159	3	also	also	ADV
bae-3224	159	4	possible	possible	ADJ
bae-3224	159	5	that	that	SCONJ
bae-3224	159	6	management	management	NOUN
bae-3224	159	7	differs	differ	VERB
bae-3224	159	8	across	across	ADP
bae-3224	159	9	regions	region	NOUN
bae-3224	159	10	,	,	PUNCT
bae-3224	159	11	and	and	CCONJ
bae-3224	159	12	we	we	PRON
bae-3224	159	13	therefore	therefore	ADV
bae-3224	159	14	include	include	VERB
bae-3224	159	15	the	the	DET
bae-3224	159	16	regional	regional	ADJ
bae-3224	159	17	dummy	dummy	NOUN
bae-3224	159	18	as	as	ADV
bae-3224	159	19	well	well	ADV
bae-3224	159	20	as	as	ADP
bae-3224	159	21	inefficiency	inefficiency	NOUN
bae-3224	159	22	effect	effect	NOUN
bae-3224	159	23	.	.	PUNCT
bae-3224	160	1	other	other	ADJ
bae-3224	160	2	variables	variable	NOUN
bae-3224	160	3	,	,	PUNCT
bae-3224	160	4	such	such	ADJ
bae-3224	160	5	as	as	ADP
bae-3224	160	6	training	training	NOUN
bae-3224	160	7	and	and	CCONJ
bae-3224	160	8	experience	experience	NOUN
bae-3224	160	9	of	of	ADP
bae-3224	160	10	the	the	DET
bae-3224	160	11	operator	operator	NOUN
bae-3224	160	12	,	,	PUNCT
bae-3224	160	13	probably	probably	ADV
bae-3224	160	14	have	have	VERB
bae-3224	160	15	an	an	DET
bae-3224	160	16	influence	influence	NOUN
bae-3224	160	17	on	on	ADP
bae-3224	160	18	efficiency	efficiency	NOUN
bae-3224	160	19	but	but	CCONJ
bae-3224	160	20	our	our	PRON
bae-3224	160	21	data	datum	NOUN
bae-3224	160	22	unfortunately	unfortunately	ADV
bae-3224	160	23	does	do	AUX
bae-3224	160	24	not	not	PART
bae-3224	160	25	allow	allow	VERB
bae-3224	160	26	for	for	ADP
bae-3224	160	27	their	their	PRON
bae-3224	160	28	inclusion	inclusion	NOUN
bae-3224	160	29	.	.	PUNCT
bae-3224	161	1	4	4	X
bae-3224	161	2	.	.	X
bae-3224	161	3	empirical	empirical	ADJ
bae-3224	161	4	results	result	NOUN
bae-3224	161	5	4.1	4.1	NUM
bae-3224	161	6	partial	partial	ADJ
bae-3224	161	7	productivity	productivity	NOUN
bae-3224	161	8	indicators	indicator	NOUN
bae-3224	161	9	we	we	PRON
bae-3224	161	10	start	start	VERB
bae-3224	161	11	our	our	PRON
bae-3224	161	12	analysis	analysis	NOUN
bae-3224	161	13	of	of	ADP
bae-3224	161	14	the	the	DET
bae-3224	161	15	ir	ir	NOUN
bae-3224	161	16	by	by	ADP
bae-3224	161	17	investigating	investigate	VERB
bae-3224	161	18	the	the	DET
bae-3224	161	19	relationship	relationship	NOUN
bae-3224	161	20	between	between	ADP
bae-3224	161	21	farm	farm	NOUN
bae-3224	161	22	size	size	NOUN
bae-3224	161	23	and	and	CCONJ
bae-3224	161	24	land	land	NOUN
bae-3224	161	25	productivity	productivity	NOUN
bae-3224	161	26	as	as	ADP
bae-3224	161	27	,	,	PUNCT
bae-3224	161	28	although	although	SCONJ
bae-3224	161	29	imperfect	imperfect	ADJ
bae-3224	161	30	,	,	PUNCT
bae-3224	161	31	partial	partial	ADJ
bae-3224	161	32	productivity	productivity	NOUN
bae-3224	161	33	indicators	indicator	NOUN
bae-3224	161	34	have	have	AUX
bae-3224	161	35	played	play	VERB
bae-3224	161	36	an	an	DET
bae-3224	161	37	important	important	ADJ
bae-3224	161	38	role	role	NOUN
bae-3224	161	39	in	in	ADP
bae-3224	161	40	the	the	DET
bae-3224	161	41	development	development	NOUN
bae-3224	161	42	of	of	ADP
bae-3224	161	43	the	the	DET
bae-3224	161	44	ir	ir	PROPN
bae-3224	161	45	literature	literature	PROPN
bae-3224	161	46	.	.	PUNCT
bae-3224	162	1	table	table	NOUN
bae-3224	162	2	2	2	NUM
bae-3224	162	3	presents	present	VERB
bae-3224	162	4	the	the	DET
bae-3224	162	5	results	result	NOUN
bae-3224	162	6	of	of	ADP
bae-3224	162	7	three	three	NUM
bae-3224	162	8	ols	ol	NOUN
bae-3224	162	9	regressions	regression	NOUN
bae-3224	162	10	relating	relate	VERB
bae-3224	162	11	a	a	DET
bae-3224	162	12	measure	measure	NOUN
bae-3224	162	13	of	of	ADP
bae-3224	162	14	land	land	NOUN
bae-3224	162	15	productivity	productivity	NOUN
bae-3224	162	16	to	to	ADP
bae-3224	162	17	farm	farm	NOUN
bae-3224	162	18	size	size	NOUN
bae-3224	162	19	and	and	CCONJ
bae-3224	162	20	,	,	PUNCT
bae-3224	162	21	in	in	ADP
bae-3224	162	22	order	order	NOUN
bae-3224	162	23	to	to	PART
bae-3224	162	24	account	account	VERB
bae-3224	162	25	for	for	ADP
bae-3224	162	26	possible	possible	ADJ
bae-3224	162	27	regional	regional	ADJ
bae-3224	162	28	effects	effect	NOUN
bae-3224	162	29	,	,	PUNCT
bae-3224	162	30	the	the	DET
bae-3224	162	31	regional	regional	ADJ
bae-3224	162	32	dummy	dummy	PROPN
bae-3224	162	33	d.	d.	PROPN
bae-3224	162	34	the	the	DET
bae-3224	162	35	first	first	ADJ
bae-3224	162	36	regression	regression	NOUN
bae-3224	162	37	uses	use	VERB
bae-3224	162	38	the	the	DET
bae-3224	162	39	16	16	NUM
bae-3224	162	40	we	we	PRON
bae-3224	162	41	introduce	introduce	VERB
bae-3224	162	42	the	the	DET
bae-3224	162	43	regional	regional	ADJ
bae-3224	162	44	dummy	dummy	NOUN
bae-3224	162	45	because	because	SCONJ
bae-3224	162	46	the	the	DET
bae-3224	162	47	preliminary	preliminary	ADJ
bae-3224	162	48	ols	ol	NOUN
bae-3224	162	49	regressions	regression	NOUN
bae-3224	162	50	discussed	discuss	VERB
bae-3224	162	51	below	below	ADV
bae-3224	162	52	suggest	suggest	VERB
bae-3224	162	53	that	that	SCONJ
bae-3224	162	54	there	there	PRON
bae-3224	162	55	might	might	AUX
bae-3224	162	56	be	be	AUX
bae-3224	162	57	technological	technological	ADJ
bae-3224	162	58	differences	difference	NOUN
bae-3224	162	59	between	between	ADP
bae-3224	162	60	the	the	DET
bae-3224	162	61	two	two	NUM
bae-3224	162	62	regions	region	NOUN
bae-3224	162	63	.	.	PUNCT
bae-3224	163	1	186	186	NUM
bae-3224	163	2	x.	x.	NOUN
bae-3224	163	3	irz	irz	PROPN
bae-3224	163	4	,	,	PUNCT
bae-3224	163	5	j.r	j.r	PROPN
bae-3224	163	6	.	.	PROPN
bae-3224	163	7	stevenson	stevenson	PROPN
bae-3224	163	8	crudest	crude	ADJ
bae-3224	163	9	measure	measure	NOUN
bae-3224	163	10	of	of	ADP
bae-3224	163	11	land	land	NOUN
bae-3224	163	12	productivity	productivity	NOUN
bae-3224	163	13	,	,	PUNCT
bae-3224	163	14	i.e.	i.e.	X
bae-3224	163	15	harvest	harvest	NOUN
bae-3224	163	16	weight	weight	NOUN
bae-3224	163	17	per	per	ADP
bae-3224	163	18	hectare	hectare	NOUN
bae-3224	163	19	,	,	PUNCT
bae-3224	163	20	and	and	CCONJ
bae-3224	163	21	the	the	DET
bae-3224	163	22	results	result	NOUN
bae-3224	163	23	seemingly	seemingly	ADV
bae-3224	163	24	indicate	indicate	VERB
bae-3224	163	25	a	a	DET
bae-3224	163	26	significant	significant	ADJ
bae-3224	163	27	and	and	CCONJ
bae-3224	163	28	positive	positive	ADJ
bae-3224	163	29	relationship	relationship	NOUN
bae-3224	163	30	between	between	ADP
bae-3224	163	31	farm	farm	NOUN
bae-3224	163	32	size	size	NOUN
bae-3224	163	33	and	and	CCONJ
bae-3224	163	34	productivity	productivity	NOUN
bae-3224	163	35	.	.	PUNCT
bae-3224	164	1	however	however	ADV
bae-3224	164	2	,	,	PUNCT
bae-3224	164	3	it	it	PRON
bae-3224	164	4	makes	make	VERB
bae-3224	164	5	little	little	ADJ
bae-3224	164	6	sense	sense	NOUN
bae-3224	164	7	to	to	PART
bae-3224	164	8	add	add	VERB
bae-3224	164	9	weights	weight	NOUN
bae-3224	164	10	of	of	ADP
bae-3224	164	11	species	specie	NOUN
bae-3224	164	12	that	that	PRON
bae-3224	164	13	fetch	fetch	VERB
bae-3224	164	14	widely	widely	ADV
bae-3224	164	15	different	different	ADJ
bae-3224	164	16	prices	price	NOUN
bae-3224	164	17	and	and	CCONJ
bae-3224	164	18	the	the	DET
bae-3224	164	19	second	second	ADJ
bae-3224	164	20	regression	regression	NOUN
bae-3224	164	21	tackles	tackle	NOUN
bae-3224	164	22	this	this	DET
bae-3224	164	23	problem	problem	NOUN
bae-3224	164	24	by	by	ADP
bae-3224	164	25	measuring	measure	VERB
bae-3224	164	26	land	land	NOUN
bae-3224	164	27	productivity	productivity	NOUN
bae-3224	164	28	in	in	ADP
bae-3224	164	29	terms	term	NOUN
bae-3224	164	30	of	of	ADP
bae-3224	164	31	revenue	revenue	NOUN
bae-3224	164	32	per	per	ADP
bae-3224	164	33	hectare	hectare	NOUN
bae-3224	164	34	.	.	PUNCT
bae-3224	165	1	the	the	DET
bae-3224	165	2	regression	regression	NOUN
bae-3224	165	3	has	have	VERB
bae-3224	165	4	a	a	DET
bae-3224	165	5	surprisingly	surprisingly	ADV
bae-3224	165	6	large	large	ADJ
bae-3224	165	7	explanatory	explanatory	ADJ
bae-3224	165	8	power	power	NOUN
bae-3224	165	9	,	,	PUNCT
bae-3224	165	10	as	as	SCONJ
bae-3224	165	11	indicated	indicate	VERB
bae-3224	165	12	by	by	ADP
bae-3224	165	13	a	a	DET
bae-3224	165	14	r	r	NOUN
bae-3224	165	15	-	-	PUNCT
bae-3224	165	16	squared	square	VERB
bae-3224	165	17	value	value	NOUN
bae-3224	165	18	of	of	ADP
bae-3224	165	19	0.42	0.42	NUM
bae-3224	165	20	and	and	CCONJ
bae-3224	165	21	reveals	reveal	VERB
bae-3224	165	22	a	a	DET
bae-3224	165	23	significant	significant	ADJ
bae-3224	165	24	and	and	CCONJ
bae-3224	165	25	negative	negative	ADJ
bae-3224	165	26	relationship	relationship	NOUN
bae-3224	165	27	between	between	ADP
bae-3224	165	28	farm	farm	NOUN
bae-3224	165	29	size	size	NOUN
bae-3224	165	30	and	and	CCONJ
bae-3224	165	31	revenue	revenue	NOUN
bae-3224	165	32	per	per	ADP
bae-3224	165	33	hectare	hectare	NOUN
bae-3224	165	34	.	.	PUNCT
bae-3224	166	1	the	the	DET
bae-3224	166	2	coefficient	coefficient	NOUN
bae-3224	166	3	of	of	ADP
bae-3224	166	4	the	the	DET
bae-3224	166	5	farm	farm	NOUN
bae-3224	166	6	size	size	NOUN
bae-3224	166	7	variable	variable	NOUN
bae-3224	166	8	is	be	AUX
bae-3224	166	9	an	an	DET
bae-3224	166	10	elasticity	elasticity	NOUN
bae-3224	166	11	and	and	CCONJ
bae-3224	166	12	indicates	indicate	VERB
bae-3224	166	13	that	that	SCONJ
bae-3224	166	14	a	a	DET
bae-3224	166	15	10	10	NUM
bae-3224	166	16	%	%	NOUN
bae-3224	166	17	increase	increase	NOUN
bae-3224	166	18	in	in	ADP
bae-3224	166	19	farm	farm	NOUN
bae-3224	166	20	size	size	NOUN
bae-3224	166	21	results	result	NOUN
bae-3224	166	22	in	in	ADP
bae-3224	166	23	a	a	DET
bae-3224	166	24	2.2	2.2	NUM
bae-3224	166	25	%	%	NOUN
bae-3224	166	26	decrease	decrease	NOUN
bae-3224	166	27	in	in	ADP
bae-3224	166	28	revenue	revenue	NOUN
bae-3224	166	29	per	per	ADP
bae-3224	166	30	hectare	hectare	NOUN
bae-3224	166	31	.	.	PUNCT
bae-3224	167	1	finally	finally	ADV
bae-3224	167	2	,	,	PUNCT
bae-3224	167	3	the	the	DET
bae-3224	167	4	coefficient	coefficient	NOUN
bae-3224	167	5	of	of	ADP
bae-3224	167	6	the	the	DET
bae-3224	167	7	regional	regional	ADJ
bae-3224	167	8	dummy	dummy	NOUN
bae-3224	167	9	is	be	AUX
bae-3224	167	10	also	also	ADV
bae-3224	167	11	negative	negative	ADJ
bae-3224	167	12	and	and	CCONJ
bae-3224	167	13	significant	significant	ADJ
bae-3224	167	14	,	,	PUNCT
bae-3224	167	15	indicating	indicate	VERB
bae-3224	167	16	that	that	SCONJ
bae-3224	167	17	farms	farm	NOUN
bae-3224	167	18	tend	tend	VERB
bae-3224	167	19	to	to	PART
bae-3224	167	20	be	be	AUX
bae-3224	167	21	substantially	substantially	ADV
bae-3224	167	22	less	less	ADV
bae-3224	167	23	productive	productive	ADJ
bae-3224	167	24	in	in	ADP
bae-3224	167	25	the	the	DET
bae-3224	167	26	western	western	ADJ
bae-3224	167	27	visayas	visayas	NOUN
bae-3224	167	28	than	than	ADP
bae-3224	167	29	in	in	ADP
bae-3224	167	30	central	central	ADJ
bae-3224	167	31	luzon	luzon	NOUN
bae-3224	167	32	.	.	PUNCT
bae-3224	168	1	the	the	DET
bae-3224	168	2	last	last	ADJ
bae-3224	168	3	regression	regression	NOUN
bae-3224	168	4	accounts	account	VERB
bae-3224	168	5	for	for	ADP
bae-3224	168	6	differences	difference	NOUN
bae-3224	168	7	in	in	ADP
bae-3224	168	8	use	use	NOUN
bae-3224	168	9	of	of	ADP
bae-3224	168	10	intermediate	intermediate	ADJ
bae-3224	168	11	inputs	input	NOUN
bae-3224	168	12	when	when	SCONJ
bae-3224	168	13	comparing	compare	VERB
bae-3224	168	14	farms	farm	NOUN
bae-3224	168	15	as	as	SCONJ
bae-3224	168	16	it	it	PRON
bae-3224	168	17	measures	measure	VERB
bae-3224	168	18	land	land	NOUN
bae-3224	168	19	productivity	productivity	NOUN
bae-3224	168	20	by	by	ADP
bae-3224	168	21	gross	gross	ADJ
bae-3224	168	22	margin	margin	NOUN
bae-3224	168	23	per	per	ADP
bae-3224	168	24	hectare17	hectare17	NOUN
bae-3224	168	25	but	but	CCONJ
bae-3224	168	26	,	,	PUNCT
bae-3224	168	27	although	although	SCONJ
bae-3224	168	28	it	it	PRON
bae-3224	168	29	confirms	confirm	VERB
bae-3224	168	30	the	the	DET
bae-3224	168	31	results	result	NOUN
bae-3224	168	32	of	of	ADP
bae-3224	168	33	the	the	DET
bae-3224	168	34	previous	previous	ADJ
bae-3224	168	35	regression	regression	NOUN
bae-3224	168	36	,	,	PUNCT
bae-3224	168	37	its	its	PRON
bae-3224	168	38	explanatory	explanatory	ADJ
bae-3224	168	39	power	power	NOUN
bae-3224	168	40	is	be	AUX
bae-3224	168	41	too	too	ADV
bae-3224	168	42	low	low	ADJ
bae-3224	168	43	to	to	PART
bae-3224	168	44	draw	draw	VERB
bae-3224	168	45	definite	definite	ADJ
bae-3224	168	46	conclusions	conclusion	NOUN
bae-3224	168	47	.	.	PUNCT
bae-3224	169	1	table	table	NOUN
bae-3224	169	2	2	2	NUM
bae-3224	169	3	.	.	PUNCT
bae-3224	169	4	farm	farm	NOUN
bae-3224	169	5	size	size	NOUN
bae-3224	169	6	and	and	CCONJ
bae-3224	169	7	partial	partial	ADJ
bae-3224	169	8	productivity	productivity	NOUN
bae-3224	169	9	  	  	SPACE
bae-3224	169	10	dependent	dependent	ADJ
bae-3224	169	11	variable	variable	ADJ
bae-3224	169	12	regressors	regressor	NOUN
bae-3224	169	13	log(harvest	log(harvest	VERB
bae-3224	169	14	weight	weight	NOUN
bae-3224	169	15	per	per	ADP
bae-3224	169	16	hectare	hectare	NOUN
bae-3224	169	17	)	)	PUNCT
bae-3224	169	18	log(harvest	log(harvest	VERB
bae-3224	169	19	value	value	NOUN
bae-3224	169	20	per	per	ADP
bae-3224	169	21	hectare	hectare	NOUN
bae-3224	169	22	)	)	PUNCT
bae-3224	169	23	gross	gross	ADJ
bae-3224	169	24	margin	margin	NOUN
bae-3224	169	25	per	per	ADP
bae-3224	169	26	hectare	hectare	NOUN
bae-3224	169	27	constant	constant	ADJ
bae-3224	169	28	6.52	6.52	NUM
bae-3224	169	29	11.60	11.60	NUM
bae-3224	169	30	90,94	90,94	NOUN
bae-3224	169	31	(	(	PUNCT
bae-3224	169	32	37.32	37.32	NUM
bae-3224	169	33	)	)	PUNCT
bae-3224	169	34	(	(	PUNCT
bae-3224	169	35	71.78	71.78	NUM
bae-3224	169	36	)	)	PUNCT
bae-3224	169	37	(	(	PUNCT
bae-3224	169	38	6.78	6.78	NUM
bae-3224	169	39	)	)	PUNCT
bae-3224	169	40	log(farm	log(farm	NOUN
bae-3224	169	41	size	size	NOUN
bae-3224	169	42	)	)	PUNCT
bae-3224	169	43	0.87	0.87	NUM
bae-3224	169	44	-0.22	-0.22	NUM
bae-3224	169	45	-8,95	-8,95	PUNCT
bae-3224	169	46	(	(	PUNCT
bae-3224	169	47	11.91	11.91	NUM
bae-3224	169	48	)	)	PUNCT
bae-3224	169	49	(	(	PUNCT
bae-3224	169	50	-3.30	-3.30	INTJ
bae-3224	169	51	)	)	PUNCT
bae-3224	169	52	(	(	PUNCT
bae-3224	169	53	-1.60	-1.60	X
bae-3224	169	54	)	)	PUNCT
bae-3224	169	55	western	western	ADJ
bae-3224	169	56	visayas	visayas	NOUN
bae-3224	169	57	-0.85	-0.85	NOUN
bae-3224	169	58	-1.69	-1.69	NOUN
bae-3224	169	59	-63.53	-63.53	NOUN
bae-3224	169	60	dummy	dummy	NOUN
bae-3224	169	61	(	(	PUNCT
bae-3224	169	62	-4.04	-4.04	NUM
bae-3224	169	63	)	)	PUNCT
bae-3224	169	64	(	(	PUNCT
bae-3224	169	65	-8.69	-8.69	NOUN
bae-3224	169	66	)	)	PUNCT
bae-3224	169	67	(	(	PUNCT
bae-3224	169	68	-3.93	-3.93	NOUN
bae-3224	169	69	)	)	PUNCT
bae-3224	169	70	r2	r2	NOUN
bae-3224	169	71	0.55	0.55	NUM
bae-3224	169	72	0.42	0.42	NUM
bae-3224	169	73	0.13	0.13	NUM
bae-3224	169	74	note	note	NOUN
bae-3224	169	75	:	:	PUNCT
bae-3224	169	76	t	t	NOUN
bae-3224	169	77	-	-	PUNCT
bae-3224	169	78	values	value	NOUN
bae-3224	169	79	in	in	ADP
bae-3224	169	80	parenthesis	parenthesis	NOUN
bae-3224	169	81	the	the	DET
bae-3224	169	82	difference	difference	NOUN
bae-3224	169	83	in	in	ADP
bae-3224	169	84	results	result	NOUN
bae-3224	169	85	between	between	ADP
bae-3224	169	86	the	the	DET
bae-3224	169	87	first	first	ADJ
bae-3224	169	88	two	two	NUM
bae-3224	169	89	regressions	regression	NOUN
bae-3224	169	90	imply	imply	VERB
bae-3224	169	91	that	that	SCONJ
bae-3224	169	92	,	,	PUNCT
bae-3224	169	93	on	on	ADP
bae-3224	169	94	a	a	DET
bae-3224	169	95	per	per	ADP
bae-3224	169	96	hectare	hectare	NOUN
bae-3224	169	97	basis	basis	NOUN
bae-3224	169	98	,	,	PUNCT
bae-3224	169	99	larger	large	ADJ
bae-3224	169	100	farms	farm	NOUN
bae-3224	169	101	tend	tend	VERB
bae-3224	169	102	to	to	PART
bae-3224	169	103	produce	produce	VERB
bae-3224	169	104	more	more	ADJ
bae-3224	169	105	in	in	ADP
bae-3224	169	106	weight	weight	NOUN
bae-3224	169	107	but	but	CCONJ
bae-3224	169	108	less	less	ADJ
bae-3224	169	109	in	in	ADP
bae-3224	169	110	value	value	NOUN
bae-3224	169	111	terms	term	NOUN
bae-3224	169	112	than	than	ADP
bae-3224	169	113	smaller	small	ADJ
bae-3224	169	114	ones	one	NOUN
bae-3224	169	115	.	.	PUNCT
bae-3224	170	1	hence	hence	ADV
bae-3224	170	2	,	,	PUNCT
bae-3224	170	3	it	it	PRON
bae-3224	170	4	is	be	AUX
bae-3224	170	5	likely	likely	ADJ
bae-3224	170	6	that	that	SCONJ
bae-3224	170	7	larger	large	ADJ
bae-3224	170	8	farms	farm	NOUN
bae-3224	170	9	tend	tend	VERB
bae-3224	170	10	to	to	PART
bae-3224	170	11	choose	choose	VERB
bae-3224	170	12	output	output	NOUN
bae-3224	170	13	combinations	combination	NOUN
bae-3224	170	14	with	with	ADP
bae-3224	170	15	greater	great	ADJ
bae-3224	170	16	emphasis	emphasis	NOUN
bae-3224	170	17	on	on	ADP
bae-3224	170	18	lower	low	ADJ
bae-3224	170	19	value	value	NOUN
bae-3224	170	20	species	specie	NOUN
bae-3224	170	21	(	(	PUNCT
bae-3224	170	22	tilapia	tilapia	NOUN
bae-3224	170	23	,	,	PUNCT
bae-3224	170	24	milkfish	milkfish	ADJ
bae-3224	170	25	)	)	PUNCT
bae-3224	170	26	.	.	PUNCT
bae-3224	171	1	the	the	DET
bae-3224	171	2	difference	difference	NOUN
bae-3224	171	3	in	in	ADP
bae-3224	171	4	results	result	NOUN
bae-3224	171	5	between	between	ADP
bae-3224	171	6	the	the	DET
bae-3224	171	7	last	last	ADJ
bae-3224	171	8	two	two	NUM
bae-3224	171	9	regressions	regression	NOUN
bae-3224	171	10	is	be	AUX
bae-3224	171	11	more	more	ADV
bae-3224	171	12	difficult	difficult	ADJ
bae-3224	171	13	to	to	PART
bae-3224	171	14	interpret	interpret	VERB
bae-3224	171	15	.	.	PUNCT
bae-3224	172	1	it	it	PRON
bae-3224	172	2	could	could	AUX
bae-3224	172	3	indicate	indicate	VERB
bae-3224	172	4	that	that	SCONJ
bae-3224	172	5	smaller	small	ADJ
bae-3224	172	6	farms	farm	NOUN
bae-3224	172	7	make	make	VERB
bae-3224	172	8	a	a	DET
bae-3224	172	9	more	more	ADV
bae-3224	172	10	intensive	intensive	ADJ
bae-3224	172	11	use	use	NOUN
bae-3224	172	12	of	of	ADP
bae-3224	172	13	intermediate	intermediate	ADJ
bae-3224	172	14	inputs	input	NOUN
bae-3224	172	15	,	,	PUNCT
bae-3224	172	16	or	or	CCONJ
bae-3224	172	17	rely	rely	VERB
bae-3224	172	18	more	more	ADV
bae-3224	172	19	on	on	ADP
bae-3224	172	20	family	family	NOUN
bae-3224	172	21	labour	labour	NOUN
bae-3224	172	22	,	,	PUNCT
bae-3224	172	23	than	than	ADP
bae-3224	172	24	larger	large	ADJ
bae-3224	172	25	farms	farm	NOUN
bae-3224	172	26	.	.	PUNCT
bae-3224	173	1	we	we	PRON
bae-3224	173	2	conclude	conclude	VERB
bae-3224	173	3	from	from	ADP
bae-3224	173	4	this	this	DET
bae-3224	173	5	preliminary	preliminary	ADJ
bae-3224	173	6	analysis	analysis	NOUN
bae-3224	173	7	that	that	SCONJ
bae-3224	173	8	there	there	PRON
bae-3224	173	9	is	be	VERB
bae-3224	173	10	only	only	ADV
bae-3224	173	11	weak	weak	ADJ
bae-3224	173	12	evidence	evidence	NOUN
bae-3224	173	13	of	of	ADP
bae-3224	173	14	an	an	DET
bae-3224	173	15	inverse	inverse	NOUN
bae-3224	173	16	relationship	relationship	NOUN
bae-3224	173	17	between	between	ADP
bae-3224	173	18	land	land	NOUN
bae-3224	173	19	productivity	productivity	NOUN
bae-3224	173	20	and	and	CCONJ
bae-3224	173	21	farm	farm	NOUN
bae-3224	173	22	size	size	NOUN
bae-3224	173	23	.	.	PUNCT
bae-3224	174	1	17	17	NUM
bae-3224	174	2	note	note	VERB
bae-3224	174	3	that	that	SCONJ
bae-3224	174	4	for	for	ADP
bae-3224	174	5	this	this	DET
bae-3224	174	6	regression	regression	NOUN
bae-3224	174	7	,	,	PUNCT
bae-3224	174	8	the	the	DET
bae-3224	174	9	dependent	dependent	ADJ
bae-3224	174	10	variable	variable	NOUN
bae-3224	174	11	is	be	AUX
bae-3224	174	12	the	the	DET
bae-3224	174	13	level	level	NOUN
bae-3224	174	14	of	of	ADP
bae-3224	174	15	the	the	DET
bae-3224	174	16	gross	gross	ADJ
bae-3224	174	17	margin	margin	NOUN
bae-3224	174	18	and	and	CCONJ
bae-3224	174	19	not	not	PART
bae-3224	174	20	its	its	PRON
bae-3224	174	21	logarithm	logarithm	NOUN
bae-3224	174	22	.	.	PUNCT
bae-3224	175	1	this	this	PRON
bae-3224	175	2	is	be	AUX
bae-3224	175	3	so	so	SCONJ
bae-3224	175	4	because	because	SCONJ
bae-3224	175	5	some	some	DET
bae-3224	175	6	farms	farm	NOUN
bae-3224	175	7	have	have	VERB
bae-3224	175	8	negative	negative	ADJ
bae-3224	175	9	gross	gross	ADJ
bae-3224	175	10	margins	margin	NOUN
bae-3224	175	11	,	,	PUNCT
bae-3224	175	12	which	which	PRON
bae-3224	175	13	prohibits	prohibit	VERB
bae-3224	175	14	the	the	DET
bae-3224	175	15	use	use	NOUN
bae-3224	175	16	of	of	ADP
bae-3224	175	17	a	a	DET
bae-3224	175	18	log	log	NOUN
bae-3224	175	19	-	-	PUNCT
bae-3224	175	20	log	log	NOUN
bae-3224	175	21	functional	functional	ADJ
bae-3224	175	22	form	form	NOUN
bae-3224	175	23	for	for	ADP
bae-3224	175	24	this	this	DET
bae-3224	175	25	regression	regression	NOUN
bae-3224	175	26	.	.	PUNCT
bae-3224	176	1	187efficiency	187efficiency	NOUN
bae-3224	176	2	and	and	CCONJ
bae-3224	176	3	farm	farm	NOUN
bae-3224	176	4	size	size	NOUN
bae-3224	176	5	in	in	ADP
bae-3224	176	6	philippine	philippine	ADJ
bae-3224	176	7	aquaculture	aquaculture	NOUN
bae-3224	176	8	4.2	4.2	NUM
bae-3224	176	9	specification	specification	NOUN
bae-3224	176	10	tests	test	NOUN
bae-3224	176	11	and	and	CCONJ
bae-3224	176	12	the	the	DET
bae-3224	176	13	structure	structure	NOUN
bae-3224	176	14	of	of	ADP
bae-3224	176	15	the	the	DET
bae-3224	176	16	technology	technology	NOUN
bae-3224	176	17	the	the	DET
bae-3224	176	18	stochastic	stochastic	ADJ
bae-3224	176	19	ray	ray	NOUN
bae-3224	176	20	production	production	NOUN
bae-3224	176	21	frontier	frontier	NOUN
bae-3224	176	22	described	describe	VERB
bae-3224	176	23	above	above	ADV
bae-3224	176	24	was	be	AUX
bae-3224	176	25	tested	test	VERB
bae-3224	176	26	against	against	ADP
bae-3224	176	27	simpler	simple	ADJ
bae-3224	176	28	alternatives	alternative	NOUN
bae-3224	176	29	in	in	ADP
bae-3224	176	30	order	order	NOUN
bae-3224	176	31	to	to	PART
bae-3224	176	32	gain	gain	VERB
bae-3224	176	33	some	some	DET
bae-3224	176	34	insights	insight	NOUN
bae-3224	176	35	into	into	ADP
bae-3224	176	36	the	the	DET
bae-3224	176	37	structure	structure	NOUN
bae-3224	176	38	of	of	ADP
bae-3224	176	39	the	the	DET
bae-3224	176	40	technology	technology	NOUN
bae-3224	176	41	and	and	CCONJ
bae-3224	176	42	inefficiencies	inefficiency	NOUN
bae-3224	176	43	.	.	PUNCT
bae-3224	177	1	a	a	DET
bae-3224	177	2	second	second	ADJ
bae-3224	177	3	objective	objective	NOUN
bae-3224	177	4	is	be	AUX
bae-3224	177	5	to	to	PART
bae-3224	177	6	define	define	VERB
bae-3224	177	7	a	a	DET
bae-3224	177	8	more	more	ADV
bae-3224	177	9	parsimonious	parsimonious	ADJ
bae-3224	177	10	specification	specification	NOUN
bae-3224	177	11	as	as	SCONJ
bae-3224	177	12	the	the	DET
bae-3224	177	13	full	full	ADJ
bae-3224	177	14	model	model	NOUN
bae-3224	177	15	requires	require	VERB
bae-3224	177	16	estimation	estimation	NOUN
bae-3224	177	17	of	of	ADP
bae-3224	177	18	a	a	DET
bae-3224	177	19	relatively	relatively	ADV
bae-3224	177	20	large	large	ADJ
bae-3224	177	21	number	number	NOUN
bae-3224	177	22	of	of	ADP
bae-3224	177	23	parameters	parameter	NOUN
bae-3224	177	24	given	give	VERB
bae-3224	177	25	the	the	DET
bae-3224	177	26	sample	sample	NOUN
bae-3224	177	27	size18	size18	NOUN
bae-3224	177	28	.	.	PUNCT
bae-3224	178	1	the	the	DET
bae-3224	178	2	results	result	NOUN
bae-3224	178	3	of	of	ADP
bae-3224	178	4	likelihood	likelihood	NOUN
bae-3224	178	5	ratio	ratio	NOUN
bae-3224	178	6	tests	test	NOUN
bae-3224	178	7	are	be	AUX
bae-3224	178	8	presented	present	VERB
bae-3224	178	9	in	in	ADP
bae-3224	178	10	table	table	NOUN
bae-3224	178	11	319	319	NUM
bae-3224	178	12	.	.	PUNCT
bae-3224	178	13	table	table	NOUN
bae-3224	178	14	3	3	NUM
bae-3224	178	15	.	.	X
bae-3224	178	16	specification	specification	NOUN
bae-3224	178	17	tests	test	NOUN
bae-3224	178	18	  	  	SPACE
bae-3224	178	19	log	log	NOUN
bae-3224	178	20	-	-	PUNCT
bae-3224	178	21	likelihood	likelihood	NOUN
bae-3224	178	22	lr	lr	NOUN
bae-3224	178	23	statistic	statistic	NOUN
bae-3224	178	24	critical	critical	ADJ
bae-3224	178	25	value	value	NOUN
bae-3224	178	26	outcome	outcome	NOUN
bae-3224	178	27	null	null	ADJ
bae-3224	178	28	hypothesis	hypothesis	NOUN
bae-3224	178	29	    	    	SPACE
bae-3224	178	30	5	5	NUM
bae-3224	178	31	%	%	NOUN
bae-3224	178	32	1	1	NUM
bae-3224	178	33	%	%	NOUN
bae-3224	178	34	  	  	SPACE
bae-3224	178	35	1	1	NUM
bae-3224	178	36	no	no	DET
bae-3224	178	37	inefficiencies	inefficiency	NOUN
bae-3224	178	38	-113.0	-113.0	PROPN
bae-3224	178	39	39.2	39.2	NUM
bae-3224	178	40	8.8	8.8	NUM
bae-3224	178	41	12.5	12.5	NUM
bae-3224	178	42	reject	reject	VERB
bae-3224	178	43	2	2	NUM
bae-3224	178	44	no	no	DET
bae-3224	178	45	inefficiency	inefficiency	NOUN
bae-3224	178	46	effects	effect	NOUN
bae-3224	178	47	-104.3	-104.3	PUNCT
bae-3224	178	48	21.9	21.9	NUM
bae-3224	178	49	6.0	6.0	NUM
bae-3224	178	50	9.2	9.2	NUM
bae-3224	178	51	reject	reject	VERB
bae-3224	178	52	3	3	NUM
bae-3224	178	53	no	no	DET
bae-3224	178	54	regional	regional	ADJ
bae-3224	178	55	effects	effect	NOUN
bae-3224	178	56	-94.1	-94.1	ADP
bae-3224	178	57	1.6	1.6	NUM
bae-3224	178	58	6.0	6.0	NUM
bae-3224	178	59	9.2	9.2	NUM
bae-3224	178	60	accept	accept	VERB
bae-3224	178	61	4	4	NUM
bae-3224	178	62	no	no	DET
bae-3224	178	63	farm	farm	NOUN
bae-3224	178	64	size	size	NOUN
bae-3224	178	65	effect	effect	NOUN
bae-3224	178	66	-100.0	-100.0	PROPN
bae-3224	178	67	13.4	13.4	NUM
bae-3224	178	68	3.8	3.8	NUM
bae-3224	178	69	6.6	6.6	NUM
bae-3224	178	70	reject	reject	NOUN
bae-3224	178	71	5	5	NUM
bae-3224	178	72	input	input	NOUN
bae-3224	178	73	-	-	PUNCT
bae-3224	178	74	output	output	NOUN
bae-3224	178	75	separability	separability	NOUN
bae-3224	178	76	-195.2	-195.2	PROPN
bae-3224	178	77	203.8	203.8	NUM
bae-3224	178	78	16.9	16.9	NUM
bae-3224	178	79	21.7	21.7	NUM
bae-3224	178	80	reject	reject	NOUN
bae-3224	178	81	first	first	ADV
bae-3224	178	82	,	,	PUNCT
bae-3224	178	83	we	we	PRON
bae-3224	178	84	test	test	VERB
bae-3224	178	85	the	the	DET
bae-3224	178	86	composed	compose	VERB
bae-3224	178	87	error	error	NOUN
bae-3224	178	88	specification	specification	NOUN
bae-3224	178	89	against	against	ADP
bae-3224	178	90	the	the	DET
bae-3224	178	91	hypothesis	hypothesis	NOUN
bae-3224	178	92	of	of	ADP
bae-3224	178	93	absence	absence	NOUN
bae-3224	178	94	of	of	ADP
bae-3224	178	95	inefficiencies	inefficiency	NOUN
bae-3224	178	96	by	by	ADP
bae-3224	178	97	comparing	compare	VERB
bae-3224	178	98	the	the	DET
bae-3224	178	99	log	log	NOUN
bae-3224	178	100	-	-	PUNCT
bae-3224	178	101	likelihood	likelihood	NOUN
bae-3224	178	102	of	of	ADP
bae-3224	178	103	our	our	PRON
bae-3224	178	104	model	model	NOUN
bae-3224	178	105	against	against	ADP
bae-3224	178	106	that	that	PRON
bae-3224	178	107	obtained	obtain	VERB
bae-3224	178	108	by	by	ADP
bae-3224	178	109	standard	standard	ADJ
bae-3224	178	110	ols	ol	NOUN
bae-3224	178	111	regression	regression	NOUN
bae-3224	178	112	.	.	PUNCT
bae-3224	179	1	the	the	DET
bae-3224	179	2	likelihood	likelihood	NOUN
bae-3224	179	3	ratio	ratio	NOUN
bae-3224	179	4	statistic	statistic	NOUN
bae-3224	179	5	of	of	ADP
bae-3224	179	6	39.2	39.2	NUM
bae-3224	179	7	exceeds	exceed	NOUN
bae-3224	179	8	by	by	ADP
bae-3224	179	9	far	far	ADV
bae-3224	179	10	its	its	PRON
bae-3224	179	11	critical	critical	ADJ
bae-3224	179	12	value	value	NOUN
bae-3224	179	13	and	and	CCONJ
bae-3224	179	14	we	we	PRON
bae-3224	179	15	therefore	therefore	ADV
bae-3224	179	16	conclude	conclude	VERB
bae-3224	179	17	to	to	ADP
bae-3224	179	18	the	the	DET
bae-3224	179	19	presence	presence	NOUN
bae-3224	179	20	of	of	ADP
bae-3224	179	21	substantial	substantial	ADJ
bae-3224	179	22	inefficiencies	inefficiency	NOUN
bae-3224	179	23	across	across	ADP
bae-3224	179	24	our	our	PRON
bae-3224	179	25	sample	sample	NOUN
bae-3224	179	26	farms20	farms20	NOUN
bae-3224	179	27	.	.	PUNCT
bae-3224	180	1	this	this	PRON
bae-3224	180	2	implies	imply	VERB
bae-3224	180	3	that	that	SCONJ
bae-3224	180	4	the	the	DET
bae-3224	180	5	modelling	modelling	NOUN
bae-3224	180	6	of	of	ADP
bae-3224	180	7	the	the	DET
bae-3224	180	8	technological	technological	ADJ
bae-3224	180	9	relationship	relationship	NOUN
bae-3224	180	10	between	between	ADP
bae-3224	180	11	inputs	input	NOUN
bae-3224	180	12	and	and	CCONJ
bae-3224	180	13	outputs	output	NOUN
bae-3224	180	14	as	as	ADP
bae-3224	180	15	a	a	DET
bae-3224	180	16	stochastic	stochastic	ADJ
bae-3224	180	17	ray	ray	NOUN
bae-3224	180	18	production	production	NOUN
bae-3224	180	19	function	function	NOUN
bae-3224	180	20	rather	rather	ADV
bae-3224	180	21	than	than	ADP
bae-3224	180	22	a	a	DET
bae-3224	180	23	deterministic	deterministic	ADJ
bae-3224	180	24	one	one	NOUN
bae-3224	180	25	is	be	AUX
bae-3224	180	26	strongly	strongly	ADV
bae-3224	180	27	supported	support	VERB
bae-3224	180	28	by	by	ADP
bae-3224	180	29	the	the	DET
bae-3224	180	30	data	datum	NOUN
bae-3224	180	31	.	.	PUNCT
bae-3224	181	1	the	the	DET
bae-3224	181	2	second	second	ADJ
bae-3224	181	3	test	test	NOUN
bae-3224	181	4	investigates	investigate	VERB
bae-3224	181	5	the	the	DET
bae-3224	181	6	explanatory	explanatory	ADJ
bae-3224	181	7	power	power	NOUN
bae-3224	181	8	of	of	ADP
bae-3224	181	9	the	the	DET
bae-3224	181	10	inefficiency	inefficiency	NOUN
bae-3224	181	11	effect	effect	NOUN
bae-3224	181	12	variables	variable	NOUN
bae-3224	181	13	.	.	PUNCT
bae-3224	182	1	it	it	PRON
bae-3224	182	2	is	be	AUX
bae-3224	182	3	also	also	ADV
bae-3224	182	4	strongly	strongly	ADV
bae-3224	182	5	rejected	reject	VERB
bae-3224	182	6	,	,	PUNCT
bae-3224	182	7	implying	imply	VERB
bae-3224	182	8	that	that	SCONJ
bae-3224	182	9	the	the	DET
bae-3224	182	10	regional	regional	ADJ
bae-3224	182	11	dummy	dummy	NOUN
bae-3224	182	12	and	and	CCONJ
bae-3224	182	13	farm	farm	NOUN
bae-3224	182	14	size	size	NOUN
bae-3224	182	15	variables	variable	NOUN
bae-3224	182	16	have	have	VERB
bae-3224	182	17	,	,	PUNCT
bae-3224	182	18	jointly	jointly	ADV
bae-3224	182	19	,	,	PUNCT
bae-3224	182	20	a	a	DET
bae-3224	182	21	statistically	statistically	ADV
bae-3224	182	22	significant	significant	ADJ
bae-3224	182	23	influence	influence	NOUN
bae-3224	182	24	on	on	ADP
bae-3224	182	25	efficiency	efficiency	NOUN
bae-3224	182	26	.	.	PUNCT
bae-3224	183	1	the	the	DET
bae-3224	183	2	third	third	ADJ
bae-3224	183	3	test	test	NOUN
bae-3224	183	4	considers	consider	VERB
bae-3224	183	5	the	the	DET
bae-3224	183	6	null	null	ADJ
bae-3224	183	7	hypothesis	hypothesis	NOUN
bae-3224	183	8	that	that	PRON
bae-3224	183	9	the	the	DET
bae-3224	183	10	regional	regional	ADJ
bae-3224	183	11	effects	effect	NOUN
bae-3224	183	12	,	,	PUNCT
bae-3224	183	13	introduced	introduce	VERB
bae-3224	183	14	into	into	ADP
bae-3224	183	15	the	the	DET
bae-3224	183	16	model	model	NOUN
bae-3224	183	17	through	through	ADP
bae-3224	183	18	the	the	DET
bae-3224	183	19	regional	regional	ADJ
bae-3224	183	20	dummy	dummy	NOUN
bae-3224	183	21	in	in	ADP
bae-3224	183	22	the	the	DET
bae-3224	183	23	ray	ray	NOUN
bae-3224	183	24	production	production	NOUN
bae-3224	183	25	function	function	NOUN
bae-3224	183	26	and	and	CCONJ
bae-3224	183	27	in	in	ADP
bae-3224	183	28	the	the	DET
bae-3224	183	29	inefficiency	inefficiency	NOUN
bae-3224	183	30	effect	effect	NOUN
bae-3224	183	31	component	component	NOUN
bae-3224	183	32	of	of	ADP
bae-3224	183	33	the	the	DET
bae-3224	183	34	model	model	NOUN
bae-3224	183	35	,	,	PUNCT
bae-3224	183	36	are	be	AUX
bae-3224	183	37	inexistent	inexistent	ADJ
bae-3224	183	38	.	.	PUNCT
bae-3224	184	1	the	the	DET
bae-3224	184	2	hypothesis	hypothesis	NOUN
bae-3224	184	3	is	be	AUX
bae-3224	184	4	accepted	accept	VERB
bae-3224	184	5	,	,	PUNCT
bae-3224	184	6	which	which	PRON
bae-3224	184	7	stands	stand	VERB
bae-3224	184	8	in	in	ADP
bae-3224	184	9	sharp	sharp	ADJ
bae-3224	184	10	contrast	contrast	NOUN
bae-3224	184	11	to	to	ADP
bae-3224	184	12	the	the	DET
bae-3224	184	13	results	result	NOUN
bae-3224	184	14	obtained	obtain	VERB
bae-3224	184	15	earlier	early	ADV
bae-3224	184	16	based	base	VERB
bae-3224	184	17	on	on	ADP
bae-3224	184	18	partial	partial	ADJ
bae-3224	184	19	productivity	productivity	NOUN
bae-3224	184	20	indicators	indicator	NOUN
bae-3224	184	21	.	.	PUNCT
bae-3224	185	1	there	there	PRON
bae-3224	185	2	is	be	VERB
bae-3224	185	3	no	no	DET
bae-3224	185	4	inconsistency	inconsistency	NOUN
bae-3224	185	5	here	here	ADV
bae-3224	185	6	,	,	PUNCT
bae-3224	185	7	however	however	ADV
bae-3224	185	8	,	,	PUNCT
bae-3224	185	9	because	because	SCONJ
bae-3224	185	10	the	the	DET
bae-3224	185	11	ray	ray	NOUN
bae-3224	185	12	production	production	NOUN
bae-3224	185	13	function	function	NOUN
bae-3224	185	14	can	can	AUX
bae-3224	185	15	accommodate	accommodate	VERB
bae-3224	185	16	possible	possible	ADJ
bae-3224	185	17	differences	difference	NOUN
bae-3224	185	18	in	in	ADP
bae-3224	185	19	output	output	NOUN
bae-3224	185	20	mix	mix	NOUN
bae-3224	185	21	across	across	ADP
bae-3224	185	22	regions	region	NOUN
bae-3224	185	23	,	,	PUNCT
bae-3224	185	24	while	while	SCONJ
bae-3224	185	25	partial	partial	ADJ
bae-3224	185	26	productivity	productivity	NOUN
bae-3224	185	27	indicators	indicator	NOUN
bae-3224	185	28	fail	fail	VERB
bae-3224	185	29	to	to	PART
bae-3224	185	30	do	do	VERB
bae-3224	185	31	so21	so21	PROPN
bae-3224	185	32	.	.	PUNCT
bae-3224	186	1	next	next	ADV
bae-3224	186	2	,	,	PUNCT
bae-3224	186	3	the	the	DET
bae-3224	186	4	explanatory	explanatory	ADJ
bae-3224	186	5	power	power	NOUN
bae-3224	186	6	of	of	ADP
bae-3224	186	7	farm	farm	NOUN
bae-3224	186	8	size	size	NOUN
bae-3224	186	9	on	on	ADP
bae-3224	186	10	inefficiencies	inefficiency	NOUN
bae-3224	186	11	is	be	AUX
bae-3224	186	12	tested	test	VERB
bae-3224	186	13	and	and	CCONJ
bae-3224	186	14	the	the	DET
bae-3224	186	15	null	null	ADJ
bae-3224	186	16	hypothesis	hypothesis	NOUN
bae-3224	186	17	of	of	ADP
bae-3224	186	18	no	no	DET
bae-3224	186	19	farm	farm	NOUN
bae-3224	186	20	-	-	PUNCT
bae-3224	186	21	size	size	NOUN
bae-3224	186	22	effect	effect	NOUN
bae-3224	186	23	is	be	AUX
bae-3224	186	24	strongly	strongly	ADV
bae-3224	186	25	rejected	reject	VERB
bae-3224	186	26	.	.	PUNCT
bae-3224	187	1	we	we	PRON
bae-3224	187	2	conclude	conclude	VERB
bae-3224	187	3	from	from	ADP
bae-3224	187	4	these	these	DET
bae-3224	187	5	four	four	NUM
bae-3224	187	6	tests	test	NOUN
bae-3224	187	7	that	that	SCONJ
bae-3224	187	8	the	the	DET
bae-3224	187	9	regional	regional	ADJ
bae-3224	187	10	dummy	dummy	ADJ
bae-3224	187	11	variable	variable	NOUN
bae-3224	187	12	can	can	AUX
bae-3224	187	13	be	be	AUX
bae-3224	187	14	dropped	drop	VERB
bae-3224	187	15	from	from	ADP
bae-3224	187	16	the	the	DET
bae-3224	187	17	speci18	speci18	NOUN
bae-3224	187	18	the	the	DET
bae-3224	187	19	total	total	ADJ
bae-3224	187	20	number	number	NOUN
bae-3224	187	21	of	of	ADP
bae-3224	187	22	parameters	parameter	NOUN
bae-3224	187	23	in	in	ADP
bae-3224	187	24	specification	specification	NOUN
bae-3224	187	25	(	(	PUNCT
bae-3224	187	26	14	14	NUM
bae-3224	187	27	)	)	PUNCT
bae-3224	187	28	is	be	AUX
bae-3224	187	29	equal	equal	ADJ
bae-3224	187	30	to	to	ADP
bae-3224	187	31	34	34	NUM
bae-3224	187	32	,	,	PUNCT
bae-3224	187	33	for	for	ADP
bae-3224	187	34	a	a	DET
bae-3224	187	35	sample	sample	NOUN
bae-3224	187	36	size	size	NOUN
bae-3224	187	37	of	of	ADP
bae-3224	187	38	127	127	NUM
bae-3224	187	39	.	.	PUNCT
bae-3224	188	1	19	19	NUM
bae-3224	188	2	the	the	DET
bae-3224	188	3	test	test	NOUN
bae-3224	188	4	statistic	statistic	NOUN
bae-3224	188	5	is	be	AUX
bae-3224	188	6	lr=-2*{ln(l(h0))-ln(l(h1	lr=-2*{ln(l(h0))-ln(l(h1	PROPN
bae-3224	188	7	)	)	PUNCT
bae-3224	188	8	)	)	PUNCT
bae-3224	189	1	}	}	PUNCT
bae-3224	189	2	,	,	PUNCT
bae-3224	189	3	where	where	SCONJ
bae-3224	189	4	l(h0	l(h0	NOUN
bae-3224	189	5	)	)	PUNCT
bae-3224	189	6	and	and	CCONJ
bae-3224	189	7	l(h1	l(h1	NOUN
bae-3224	189	8	)	)	PUNCT
bae-3224	189	9	denote	denote	VERB
bae-3224	189	10	the	the	DET
bae-3224	189	11	values	value	NOUN
bae-3224	189	12	of	of	ADP
bae-3224	189	13	the	the	DET
bae-3224	189	14	likelihood	likelihood	NOUN
bae-3224	189	15	function	function	NOUN
bae-3224	189	16	under	under	ADP
bae-3224	189	17	the	the	DET
bae-3224	189	18	null	null	ADJ
bae-3224	189	19	and	and	CCONJ
bae-3224	189	20	alternative	alternative	ADJ
bae-3224	189	21	hypotheses	hypothesis	NOUN
bae-3224	189	22	(	(	PUNCT
bae-3224	189	23	coelli	coelli	NOUN
bae-3224	189	24	,	,	PUNCT
bae-3224	189	25	rao	rao	NOUN
bae-3224	189	26	and	and	CCONJ
bae-3224	189	27	battese	battese	PROPN
bae-3224	189	28	,	,	PUNCT
bae-3224	189	29	1998	1998	NUM
bae-3224	189	30	)	)	PUNCT
bae-3224	189	31	.	.	PUNCT
bae-3224	190	1	20	20	NUM
bae-3224	190	2	note	note	VERB
bae-3224	190	3	that	that	SCONJ
bae-3224	190	4	the	the	DET
bae-3224	190	5	null	null	ADJ
bae-3224	190	6	hypothesis	hypothesis	NOUN
bae-3224	190	7	includes	include	VERB
bae-3224	190	8	the	the	DET
bae-3224	190	9	restriction	restriction	NOUN
bae-3224	190	10	σu=0	σu=0	NOUN
bae-3224	190	11	.	.	PUNCT
bae-3224	191	1	as	as	SCONJ
bae-3224	191	2	this	this	DET
bae-3224	191	3	parameter	parameter	NOUN
bae-3224	191	4	is	be	AUX
bae-3224	191	5	necessarily	necessarily	ADV
bae-3224	191	6	positive	positive	ADJ
bae-3224	191	7	,	,	PUNCT
bae-3224	191	8	the	the	DET
bae-3224	191	9	test	test	NOUN
bae-3224	191	10	statistic	statistic	NOUN
bae-3224	191	11	follows	follow	VERB
bae-3224	191	12	a	a	DET
bae-3224	191	13	mixed	mixed	ADJ
bae-3224	191	14	chi	chi	ADJ
bae-3224	191	15	-	-	PUNCT
bae-3224	191	16	square	square	ADJ
bae-3224	191	17	distribution	distribution	NOUN
bae-3224	191	18	,	,	PUNCT
bae-3224	191	19	the	the	DET
bae-3224	191	20	critical	critical	ADJ
bae-3224	191	21	values	value	NOUN
bae-3224	191	22	of	of	ADP
bae-3224	191	23	which	which	PRON
bae-3224	191	24	are	be	AUX
bae-3224	191	25	found	find	VERB
bae-3224	191	26	in	in	ADP
bae-3224	191	27	kodde	kodde	NOUN
bae-3224	191	28	and	and	CCONJ
bae-3224	191	29	palm	palm	NOUN
bae-3224	191	30	(	(	PUNCT
bae-3224	191	31	1986	1986	NUM
bae-3224	191	32	)	)	PUNCT
bae-3224	191	33	.	.	PUNCT
bae-3224	192	1	21	21	NUM
bae-3224	192	2	in	in	ADP
bae-3224	192	3	terms	term	NOUN
bae-3224	192	4	of	of	ADP
bae-3224	192	5	figure	figure	NOUN
bae-3224	192	6	1	1	NUM
bae-3224	192	7	,	,	PUNCT
bae-3224	192	8	the	the	DET
bae-3224	192	9	efficiency	efficiency	NOUN
bae-3224	192	10	of	of	ADP
bae-3224	192	11	farm	farm	NOUN
bae-3224	192	12	c	c	PROPN
bae-3224	192	13	is	be	AUX
bae-3224	192	14	measured	measure	VERB
bae-3224	192	15	radially	radially	ADV
bae-3224	192	16	,	,	PUNCT
bae-3224	192	17	which	which	PRON
bae-3224	192	18	means	mean	VERB
bae-3224	192	19	that	that	SCONJ
bae-3224	192	20	this	this	DET
bae-3224	192	21	farm	farm	NOUN
bae-3224	192	22	is	be	AUX
bae-3224	192	23	implicitly	implicitly	ADV
bae-3224	192	24	compared	compare	VERB
bae-3224	192	25	to	to	ADP
bae-3224	192	26	farms	farm	NOUN
bae-3224	192	27	with	with	ADP
bae-3224	192	28	a	a	DET
bae-3224	192	29	similar	similar	ADJ
bae-3224	192	30	output	output	NOUN
bae-3224	192	31	mix	mix	NOUN
bae-3224	192	32	.	.	PUNCT
bae-3224	193	1	by	by	ADP
bae-3224	193	2	contrast	contrast	NOUN
bae-3224	193	3	,	,	PUNCT
bae-3224	193	4	gross	gross	ADJ
bae-3224	193	5	margin	margin	NOUN
bae-3224	193	6	or	or	CCONJ
bae-3224	193	7	revenue	revenue	NOUN
bae-3224	193	8	per	per	ADP
bae-3224	193	9	hectare	hectare	NOUN
bae-3224	193	10	measures	measure	NOUN
bae-3224	193	11	fail	fail	VERB
bae-3224	193	12	to	to	PART
bae-3224	193	13	account	account	VERB
bae-3224	193	14	for	for	ADP
bae-3224	193	15	possible	possible	ADJ
bae-3224	193	16	differences	difference	NOUN
bae-3224	193	17	in	in	ADP
bae-3224	193	18	output	output	NOUN
bae-3224	193	19	combinations	combination	NOUN
bae-3224	193	20	when	when	SCONJ
bae-3224	193	21	comparing	compare	VERB
bae-3224	193	22	farms	farm	NOUN
bae-3224	193	23	.	.	PUNCT
bae-3224	194	1	188	188	NUM
bae-3224	194	2	x.	x.	NOUN
bae-3224	194	3	irz	irz	PROPN
bae-3224	194	4	,	,	PUNCT
bae-3224	194	5	j.r	j.r	PROPN
bae-3224	194	6	.	.	PROPN
bae-3224	194	7	stevenson	stevenson	PROPN
bae-3224	194	8	fication	fication	NOUN
bae-3224	194	9	of	of	ADP
bae-3224	194	10	the	the	DET
bae-3224	194	11	model	model	NOUN
bae-3224	194	12	,	,	PUNCT
bae-3224	194	13	while	while	SCONJ
bae-3224	194	14	farm	farm	NOUN
bae-3224	194	15	size	size	NOUN
bae-3224	194	16	as	as	ADP
bae-3224	194	17	an	an	DET
bae-3224	194	18	inefficient	inefficient	ADJ
bae-3224	194	19	effect	effect	NOUN
bae-3224	194	20	should	should	AUX
bae-3224	194	21	be	be	AUX
bae-3224	194	22	retained	retain	VERB
bae-3224	194	23	.	.	PUNCT
bae-3224	195	1	the	the	DET
bae-3224	195	2	last	last	ADJ
bae-3224	195	3	test	test	NOUN
bae-3224	195	4	investigates	investigate	VERB
bae-3224	195	5	whether	whether	SCONJ
bae-3224	195	6	inputs	input	NOUN
bae-3224	195	7	and	and	CCONJ
bae-3224	195	8	outputs	output	NOUN
bae-3224	195	9	are	be	AUX
bae-3224	195	10	separable	separable	ADJ
bae-3224	195	11	by	by	ADP
bae-3224	195	12	comparing	compare	VERB
bae-3224	195	13	our	our	PRON
bae-3224	195	14	model	model	NOUN
bae-3224	195	15	to	to	ADP
bae-3224	195	16	a	a	DET
bae-3224	195	17	restricted	restricted	ADJ
bae-3224	195	18	version	version	NOUN
bae-3224	195	19	where	where	SCONJ
bae-3224	195	20	the	the	DET
bae-3224	195	21	parameters	parameter	NOUN
bae-3224	195	22	of	of	ADP
bae-3224	195	23	all	all	DET
bae-3224	195	24	cross	cros	NOUN
bae-3224	195	25	-	-	NOUN
bae-3224	195	26	terms	term	NOUN
bae-3224	195	27	between	between	ADP
bae-3224	195	28	inputs	input	NOUN
bae-3224	195	29	and	and	CCONJ
bae-3224	195	30	polar	polar	ADJ
bae-3224	195	31	coordinates	coordinate	NOUN
bae-3224	195	32	angles	angle	VERB
bae-3224	195	33	in	in	ADP
bae-3224	195	34	(	(	PUNCT
bae-3224	195	35	18	18	NUM
bae-3224	195	36	)	)	PUNCT
bae-3224	195	37	are	be	AUX
bae-3224	195	38	set	set	VERB
bae-3224	195	39	equal	equal	ADJ
bae-3224	195	40	to	to	ADP
bae-3224	195	41	zero	zero	NUM
bae-3224	195	42	.	.	PUNCT
bae-3224	196	1	the	the	DET
bae-3224	196	2	null	null	ADJ
bae-3224	196	3	hypothesis	hypothesis	NOUN
bae-3224	196	4	is	be	AUX
bae-3224	196	5	rejected	reject	VERB
bae-3224	196	6	at	at	ADP
bae-3224	196	7	any	any	DET
bae-3224	196	8	sensible	sensible	ADJ
bae-3224	196	9	level	level	NOUN
bae-3224	196	10	of	of	ADP
bae-3224	196	11	significance	significance	NOUN
bae-3224	196	12	,	,	PUNCT
bae-3224	196	13	which	which	PRON
bae-3224	196	14	implies	imply	VERB
bae-3224	196	15	that	that	SCONJ
bae-3224	196	16	it	it	PRON
bae-3224	196	17	would	would	AUX
bae-3224	196	18	not	not	PART
bae-3224	196	19	be	be	AUX
bae-3224	196	20	possible	possible	ADJ
bae-3224	196	21	to	to	PART
bae-3224	196	22	aggregate	aggregate	VERB
bae-3224	196	23	consistently	consistently	ADV
bae-3224	196	24	the	the	DET
bae-3224	196	25	four	four	NUM
bae-3224	196	26	outputs	output	NOUN
bae-3224	196	27	into	into	ADP
bae-3224	196	28	a	a	DET
bae-3224	196	29	single	single	ADJ
bae-3224	196	30	index	index	NOUN
bae-3224	196	31	.	.	PUNCT
bae-3224	197	1	this	this	PRON
bae-3224	197	2	is	be	AUX
bae-3224	197	3	why	why	SCONJ
bae-3224	197	4	the	the	DET
bae-3224	197	5	ray	ray	NOUN
bae-3224	197	6	production	production	NOUN
bae-3224	197	7	frontier	frontier	NOUN
bae-3224	197	8	is	be	AUX
bae-3224	197	9	used	use	VERB
bae-3224	197	10	rather	rather	ADV
bae-3224	197	11	than	than	ADP
bae-3224	197	12	a	a	DET
bae-3224	197	13	frontier	frontier	NOUN
bae-3224	197	14	production	production	NOUN
bae-3224	197	15	function	function	NOUN
bae-3224	197	16	,	,	PUNCT
bae-3224	197	17	which	which	PRON
bae-3224	197	18	requires	require	VERB
bae-3224	197	19	output	output	NOUN
bae-3224	197	20	aggregation	aggregation	NOUN
bae-3224	197	21	prior	prior	ADV
bae-3224	197	22	to	to	ADP
bae-3224	197	23	estimation	estimation	NOUN
bae-3224	197	24	.	.	PUNCT
bae-3224	198	1	altogether	altogether	ADV
bae-3224	198	2	,	,	PUNCT
bae-3224	198	3	we	we	PRON
bae-3224	198	4	conclude	conclude	VERB
bae-3224	198	5	from	from	ADP
bae-3224	198	6	this	this	DET
bae-3224	198	7	series	series	NOUN
bae-3224	198	8	of	of	ADP
bae-3224	198	9	tests	test	NOUN
bae-3224	198	10	that	that	SCONJ
bae-3224	198	11	there	there	PRON
bae-3224	198	12	are	be	VERB
bae-3224	198	13	substantial	substantial	ADJ
bae-3224	198	14	inefficiencies	inefficiency	NOUN
bae-3224	198	15	among	among	ADP
bae-3224	198	16	the	the	DET
bae-3224	198	17	sample	sample	NOUN
bae-3224	198	18	farms	farm	NOUN
bae-3224	198	19	,	,	PUNCT
bae-3224	198	20	which	which	PRON
bae-3224	198	21	are	be	AUX
bae-3224	198	22	partially	partially	ADV
bae-3224	198	23	explained	explain	VERB
bae-3224	198	24	by	by	ADP
bae-3224	198	25	farm	farm	NOUN
bae-3224	198	26	size	size	NOUN
bae-3224	198	27	,	,	PUNCT
bae-3224	198	28	while	while	SCONJ
bae-3224	198	29	the	the	DET
bae-3224	198	30	regional	regional	ADJ
bae-3224	198	31	dummy	dummy	NOUN
bae-3224	198	32	can	can	AUX
bae-3224	198	33	be	be	AUX
bae-3224	198	34	dropped	drop	VERB
bae-3224	198	35	from	from	ADP
bae-3224	198	36	the	the	DET
bae-3224	198	37	model	model	NOUN
bae-3224	198	38	’s	’s	PART
bae-3224	198	39	specification	specification	NOUN
bae-3224	198	40	.	.	PUNCT
bae-3224	199	1	further	further	ADJ
bae-3224	199	2	simplification	simplification	NOUN
bae-3224	199	3	of	of	ADP
bae-3224	199	4	the	the	DET
bae-3224	199	5	specification	specification	NOUN
bae-3224	199	6	is	be	AUX
bae-3224	199	7	not	not	PART
bae-3224	199	8	possible	possible	ADJ
bae-3224	199	9	as	as	SCONJ
bae-3224	199	10	the	the	DET
bae-3224	199	11	tests	test	NOUN
bae-3224	199	12	indicate	indicate	VERB
bae-3224	199	13	that	that	SCONJ
bae-3224	199	14	the	the	DET
bae-3224	199	15	technology	technology	NOUN
bae-3224	199	16	is	be	AUX
bae-3224	199	17	truly	truly	ADV
bae-3224	199	18	multi	multi	ADJ
bae-3224	199	19	-	-	NOUN
bae-3224	199	20	product	product	NOUN
bae-3224	199	21	and	and	CCONJ
bae-3224	199	22	the	the	DET
bae-3224	199	23	relationship	relationship	NOUN
bae-3224	199	24	among	among	ADP
bae-3224	199	25	inputs	input	NOUN
bae-3224	199	26	and	and	CCONJ
bae-3224	199	27	outputs	output	NOUN
bae-3224	199	28	is	be	AUX
bae-3224	199	29	a	a	DET
bae-3224	199	30	complex	complex	ADJ
bae-3224	199	31	one	one	NUM
bae-3224	199	32	.	.	PUNCT
bae-3224	199	33	table	table	NOUN
bae-3224	199	34	4	4	NUM
bae-3224	199	35	.	.	PUNCT
bae-3224	199	36	estimated	estimate	VERB
bae-3224	199	37	stochastic	stochastic	ADJ
bae-3224	199	38	ray	ray	NOUN
bae-3224	199	39	production	production	NOUN
bae-3224	199	40	frontier	frontier	NOUN
bae-3224	199	41	parameter	parameter	NOUN
bae-3224	199	42	estimate	estimate	VERB
bae-3224	199	43	t	t	PROPN
bae-3224	199	44	-	-	PUNCT
bae-3224	199	45	ratio	ratio	NOUN
bae-3224	199	46	ray	ray	NOUN
bae-3224	199	47	frontier	frontier	NOUN
bae-3224	199	48	α0	α0	VERB
bae-3224	199	49	0.569	0.569	NUM
bae-3224	199	50	0.68	0.68	NUM
bae-3224	199	51	αa	αa	PROPN
bae-3224	199	52	0.018	0.018	NUM
bae-3224	199	53	0.01	0.01	NUM
bae-3224	199	54	αl	αl	ADP
bae-3224	199	55	0.965	0.965	NUM
bae-3224	199	56	0.83	0.83	NUM
bae-3224	199	57	αi	αi	NOUN
bae-3224	199	58	-0.890	-0.890	NOUN
bae-3224	199	59	-1.40	-1.40	NUM
bae-3224	199	60	αθt	αθt	NOUN
bae-3224	199	61	-0.685	-0.685	PUNCT
bae-3224	199	62	-0.64	-0.64	NOUN
bae-3224	199	63	αθc	αθc	NUM
bae-3224	199	64	0.417	0.417	NUM
bae-3224	199	65	0.36	0.36	NUM
bae-3224	199	66	αθp	αθp	NOUN
bae-3224	199	67	-0.858	-0.858	PRON
bae-3224	199	68	-1.87	-1.87	DET
bae-3224	199	69	βaa	βaa	NOUN
bae-3224	199	70	0.047	0.047	NUM
bae-3224	199	71	1.27	1.27	NUM
bae-3224	199	72	βll	βll	NOUN
bae-3224	199	73	0.001	0.001	NUM
bae-3224	199	74	0.08	0.08	NUM
bae-3224	199	75	βii	βii	NOUN
bae-3224	199	76	-0.092	-0.092	PUNCT
bae-3224	199	77	-13.76	-13.76	PART
bae-3224	199	78	βθtθt	βθtθt	NOUN
bae-3224	199	79	0.140	0.140	NUM
bae-3224	199	80	0.20	0.20	NUM
bae-3224	199	81	βθcθc	βθcθc	X
bae-3224	199	82	-0.320	-0.320	NUM
bae-3224	199	83	-0.48	-0.48	NUM
bae-3224	199	84	βθpθp	βθpθp	VERB
bae-3224	199	85	0.448	0.448	NUM
bae-3224	199	86	2.00	2.00	NUM
bae-3224	199	87	βal	βal	NOUN
bae-3224	199	88	0.034	0.034	NUM
bae-3224	199	89	0.98	0.98	NUM
bae-3224	199	90	βai	βai	NOUN
bae-3224	199	91	0.403	0.403	NUM
bae-3224	199	92	11.72	11.72	NUM
bae-3224	199	93	βaθt	βaθt	ADJ
bae-3224	199	94	-0.689	-0.689	NOUN
bae-3224	199	95	-0.69	-0.69	NOUN
bae-3224	199	96	βaθc	βaθc	VERB
bae-3224	199	97	0.588	0.588	NUM
bae-3224	199	98	0.34	0.34	NUM
bae-3224	199	99	βaθp	βaθp	NOUN
bae-3224	199	100	0.998	0.998	NUM
bae-3224	199	101	1.88	1.88	NUM
bae-3224	199	102	βli	βli	ADP
bae-3224	199	103	-0.218	-0.218	NOUN
bae-3224	200	1	-5.16	-5.16	PROPN
bae-3224	200	2	βlθt	βlθt	PROPN
bae-3224	200	3	0.103	0.103	NUM
bae-3224	200	4	0.11	0.11	NUM
bae-3224	200	5	βlθc	βlθc	ADJ
bae-3224	200	6	-0.920	-0.920	X
bae-3224	200	7	-0.86	-0.86	INTJ
bae-3224	200	8	βlθp	βlθp	NOUN
bae-3224	200	9	-0.031	-0.031	NOUN
bae-3224	200	10	-0.09	-0.09	NUM
bae-3224	200	11	βiθt	βiθt	NOUN
bae-3224	200	12	0.843	0.843	NUM
bae-3224	200	13	1.53	1.53	NUM
bae-3224	200	14	189efficiency	189efficiency	PROPN
bae-3224	200	15	and	and	CCONJ
bae-3224	200	16	farm	farm	NOUN
bae-3224	200	17	size	size	NOUN
bae-3224	200	18	in	in	ADP
bae-3224	200	19	philippine	philippine	ADJ
bae-3224	200	20	aquaculture	aquaculture	NOUN
bae-3224	200	21	βiθc	βiθc	VERB
bae-3224	200	22	0.580	0.580	NUM
bae-3224	200	23	0.69	0.69	NUM
bae-3224	200	24	βiθp	βiθp	NOUN
bae-3224	200	25	0.368	0.368	NUM
bae-3224	200	26	1.14	1.14	NUM
bae-3224	200	27	βθtθc	βθtθc	ADJ
bae-3224	200	28	0.120	0.120	NUM
bae-3224	200	29	0.22	0.22	NUM
bae-3224	200	30	βθtθp	βθtθp	NOUN
bae-3224	200	31	0.084	0.084	NUM
bae-3224	200	32	0.27	0.27	NUM
bae-3224	200	33	βθcθp	βθcθp	VERB
bae-3224	200	34	0.066	0.066	NUM
bae-3224	200	35	0.24	0.24	NUM
bae-3224	200	36	inefficiency	inefficiency	NOUN
bae-3224	200	37	model	model	NOUN
bae-3224	200	38	δ0	δ0	NOUN
bae-3224	200	39	-2.356	-2.356	PROPN
bae-3224	200	40	-2.26	-2.26	NUM
bae-3224	200	41	δa	δa	ADP
bae-3224	200	42	2.292	2.292	NUM
bae-3224	200	43	4.43	4.43	NUM
bae-3224	200	44	variance	variance	NOUN
bae-3224	200	45	parameters	parameter	NOUN
bae-3224	200	46	s2	s2	PROPN
bae-3224	200	47	=	=	PROPN
bae-3224	200	48	su	su	PROPN
bae-3224	200	49	2+sv	2+sv	NUM
bae-3224	200	50	2	2	NUM
bae-3224	200	51	1.052	1.052	NUM
bae-3224	200	52	3.02	3.02	NUM
bae-3224	200	53	g	g	NOUN
bae-3224	200	54	=	=	NOUN
bae-3224	200	55	su	su	PROPN
bae-3224	200	56	2	2	NUM
bae-3224	200	57	/	/	SYM
bae-3224	200	58	s2	s2	VERB
bae-3224	200	59	0.944	0.944	NUM
bae-3224	200	60	32.46	32.46	NUM
bae-3224	200	61	log	log	NOUN
bae-3224	200	62	-	-	PUNCT
bae-3224	200	63	likelihood	likelihood	NOUN
bae-3224	200	64	-94.147	-94.147	PROPN
bae-3224	200	65	  	  	SPACE
bae-3224	200	66	subscript	subscript	NOUN
bae-3224	200	67	notations	notation	NOUN
bae-3224	200	68	:	:	PUNCT
bae-3224	200	69	a	a	DET
bae-3224	200	70	 	 	SPACE
bae-3224	200	71	=	=	NOUN
bae-3224	200	72	  	  	SPACE
bae-3224	200	73	land	land	NOUN
bae-3224	200	74	input	input	NOUN
bae-3224	200	75	,	,	PUNCT
bae-3224	200	76	l	l	NOUN
bae-3224	200	77	 	 	SPACE
bae-3224	200	78	=	=	NOUN
bae-3224	200	79	  	  	SPACE
bae-3224	200	80	labor	labor	NOUN
bae-3224	200	81	inputs	input	NOUN
bae-3224	200	82	,	,	PUNCT
bae-3224	200	83	i	i	PRON
bae-3224	200	84	 	 	SPACE
bae-3224	200	85	=	=	ADJ
bae-3224	200	86	  	  	SPACE
bae-3224	200	87	intermediate	intermediate	ADJ
bae-3224	200	88	inputs	input	NOUN
bae-3224	200	89	,	,	PUNCT
bae-3224	200	90	(	(	PUNCT
bae-3224	200	91	θt	θt	ADJ
bae-3224	200	92	,	,	PUNCT
bae-3224	200	93	θc	θc	NOUN
bae-3224	200	94	,	,	PUNCT
bae-3224	200	95	θp	θp	NOUN
bae-3224	200	96	)	)	PUNCT
bae-3224	200	97	 	 	SPACE
bae-3224	200	98	=	=	NOUN
bae-3224	200	99	three	three	NUM
bae-3224	200	100	polar	polar	ADJ
bae-3224	200	101	coordinate	coordinate	NOUN
bae-3224	200	102	angles	angle	NOUN
bae-3224	200	103	corresponding	correspond	VERB
bae-3224	200	104	to	to	ADP
bae-3224	200	105	tilapia	tilapia	NOUN
bae-3224	200	106	,	,	PUNCT
bae-3224	200	107	crabs	crab	NOUN
bae-3224	200	108	and	and	CCONJ
bae-3224	200	109	prawns	prawn	NOUN
bae-3224	200	110	respectively	respectively	ADV
bae-3224	200	111	;	;	PUNCT
bae-3224	200	112	α0	α0	ADJ
bae-3224	200	113	and	and	CCONJ
bae-3224	200	114	δo	δo	NOUN
bae-3224	200	115	are	be	AUX
bae-3224	200	116	the	the	DET
bae-3224	200	117	constant	constant	ADJ
bae-3224	200	118	parameters	parameter	NOUN
bae-3224	200	119	.	.	PUNCT
bae-3224	201	1	the	the	DET
bae-3224	201	2	results	result	NOUN
bae-3224	201	3	of	of	ADP
bae-3224	201	4	the	the	DET
bae-3224	201	5	maximum	maximum	ADJ
bae-3224	201	6	likelihood	likelihood	NOUN
bae-3224	201	7	estimation	estimation	NOUN
bae-3224	201	8	for	for	ADP
bae-3224	201	9	our	our	PRON
bae-3224	201	10	preferred	preferred	ADJ
bae-3224	201	11	specification	specification	NOUN
bae-3224	201	12	are	be	AUX
bae-3224	201	13	presented	present	VERB
bae-3224	201	14	in	in	ADP
bae-3224	201	15	table	table	NOUN
bae-3224	201	16	4	4	NUM
bae-3224	201	17	.	.	PUNCT
bae-3224	202	1	we	we	PRON
bae-3224	202	2	note	note	VERB
bae-3224	202	3	that	that	SCONJ
bae-3224	202	4	many	many	ADJ
bae-3224	202	5	of	of	ADP
bae-3224	202	6	the	the	DET
bae-3224	202	7	coefficients	coefficient	NOUN
bae-3224	202	8	present	present	VERB
bae-3224	202	9	relatively	relatively	ADV
bae-3224	202	10	low	low	ADJ
bae-3224	202	11	levels	level	NOUN
bae-3224	202	12	of	of	ADP
bae-3224	202	13	statistical	statistical	ADJ
bae-3224	202	14	significance	significance	NOUN
bae-3224	202	15	but	but	CCONJ
bae-3224	202	16	this	this	PRON
bae-3224	202	17	should	should	AUX
bae-3224	202	18	be	be	AUX
bae-3224	202	19	expected	expect	VERB
bae-3224	202	20	as	as	SCONJ
bae-3224	202	21	there	there	PRON
bae-3224	202	22	is	be	VERB
bae-3224	202	23	a	a	DET
bae-3224	202	24	high	high	ADJ
bae-3224	202	25	level	level	NOUN
bae-3224	202	26	of	of	ADP
bae-3224	202	27	collinearity	collinearity	NOUN
bae-3224	202	28	among	among	ADP
bae-3224	202	29	the	the	DET
bae-3224	202	30	covariates22	covariates22	NOUN
bae-3224	202	31	.	.	PUNCT
bae-3224	203	1	the	the	DET
bae-3224	203	2	individual	individual	ADJ
bae-3224	203	3	parameters	parameter	NOUN
bae-3224	203	4	of	of	ADP
bae-3224	203	5	the	the	DET
bae-3224	203	6	technology	technology	NOUN
bae-3224	203	7	are	be	AUX
bae-3224	203	8	not	not	PART
bae-3224	203	9	directly	directly	ADV
bae-3224	203	10	interpretable	interpretable	ADJ
bae-3224	203	11	and	and	CCONJ
bae-3224	203	12	we	we	PRON
bae-3224	203	13	therefore	therefore	ADV
bae-3224	203	14	compute	compute	VERB
bae-3224	203	15	in	in	ADP
bae-3224	203	16	table	table	NOUN
bae-3224	203	17	5	5	NUM
bae-3224	203	18	the	the	DET
bae-3224	203	19	elasticities	elasticity	NOUN
bae-3224	203	20	of	of	ADP
bae-3224	203	21	the	the	DET
bae-3224	203	22	production	production	NOUN
bae-3224	203	23	ray	ray	NOUN
bae-3224	203	24	function	function	NOUN
bae-3224	203	25	at	at	ADP
bae-3224	203	26	the	the	DET
bae-3224	203	27	sample	sample	NOUN
bae-3224	203	28	mean	mean	VERB
bae-3224	203	29	,	,	PUNCT
bae-3224	203	30	together	together	ADV
bae-3224	203	31	with	with	ADP
bae-3224	203	32	their	their	PRON
bae-3224	203	33	standard	standard	ADJ
bae-3224	203	34	errors	error	NOUN
bae-3224	203	35	.	.	PUNCT
bae-3224	204	1	most	most	ADV
bae-3224	204	2	straightforward	straightforward	ADJ
bae-3224	204	3	to	to	PART
bae-3224	204	4	interpret	interpret	VERB
bae-3224	204	5	are	be	AUX
bae-3224	204	6	the	the	DET
bae-3224	204	7	input	input	NOUN
bae-3224	204	8	elasticities	elasticity	NOUN
bae-3224	204	9	described	describe	VERB
bae-3224	204	10	in	in	ADP
bae-3224	204	11	equation	equation	NOUN
bae-3224	204	12	(	(	PUNCT
bae-3224	204	13	4	4	NUM
bae-3224	204	14	)	)	PUNCT
bae-3224	204	15	.	.	PUNCT
bae-3224	205	1	first	first	ADV
bae-3224	205	2	,	,	PUNCT
bae-3224	205	3	there	there	PRON
bae-3224	205	4	is	be	VERB
bae-3224	205	5	a	a	DET
bae-3224	205	6	significant	significant	ADJ
bae-3224	205	7	and	and	CCONJ
bae-3224	205	8	positive	positive	ADJ
bae-3224	205	9	relationship	relationship	NOUN
bae-3224	205	10	between	between	ADP
bae-3224	205	11	land	land	NOUN
bae-3224	205	12	input	input	NOUN
bae-3224	205	13	and	and	CCONJ
bae-3224	205	14	production	production	NOUN
bae-3224	205	15	,	,	PUNCT
bae-3224	205	16	as	as	ADP
bae-3224	205	17	a	a	DET
bae-3224	205	18	one	one	NUM
bae-3224	205	19	percent	percent	NOUN
bae-3224	205	20	increase	increase	NOUN
bae-3224	205	21	in	in	ADP
bae-3224	205	22	farm	farm	NOUN
bae-3224	205	23	size	size	NOUN
bae-3224	205	24	results	result	NOUN
bae-3224	205	25	in	in	ADP
bae-3224	205	26	a	a	DET
bae-3224	205	27	0.58	0.58	NUM
bae-3224	205	28	%	%	NOUN
bae-3224	205	29	increase	increase	NOUN
bae-3224	205	30	in	in	ADP
bae-3224	205	31	all	all	DET
bae-3224	205	32	outputs	output	NOUN
bae-3224	205	33	.	.	PUNCT
bae-3224	206	1	hence	hence	ADV
bae-3224	206	2	,	,	PUNCT
bae-3224	206	3	land	land	NOUN
bae-3224	206	4	stands	stand	VERB
bae-3224	206	5	out	out	ADP
bae-3224	206	6	as	as	ADP
bae-3224	206	7	a	a	DET
bae-3224	206	8	key	key	ADJ
bae-3224	206	9	production	production	NOUN
bae-3224	206	10	factor	factor	NOUN
bae-3224	206	11	which	which	PRON
bae-3224	206	12	can	can	AUX
bae-3224	206	13	be	be	AUX
bae-3224	206	14	explained	explain	VERB
bae-3224	206	15	by	by	ADP
bae-3224	206	16	the	the	DET
bae-3224	206	17	extensive	extensive	ADJ
bae-3224	206	18	nature	nature	NOUN
bae-3224	206	19	of	of	ADP
bae-3224	206	20	the	the	DET
bae-3224	206	21	technology	technology	NOUN
bae-3224	206	22	.	.	PUNCT
bae-3224	207	1	second	second	ADJ
bae-3224	207	2	,	,	PUNCT
bae-3224	207	3	the	the	DET
bae-3224	207	4	elasticity	elasticity	NOUN
bae-3224	207	5	with	with	ADP
bae-3224	207	6	respect	respect	NOUN
bae-3224	207	7	to	to	ADP
bae-3224	207	8	intermediate	intermediate	ADJ
bae-3224	207	9	inputs	input	NOUN
bae-3224	207	10	is	be	AUX
bae-3224	207	11	also	also	ADV
bae-3224	207	12	highly	highly	ADV
bae-3224	207	13	significant	significant	ADJ
bae-3224	207	14	,	,	PUNCT
bae-3224	207	15	with	with	ADP
bae-3224	207	16	a	a	DET
bae-3224	207	17	one	one	NUM
bae-3224	207	18	percent	percent	NOUN
bae-3224	207	19	increase	increase	NOUN
bae-3224	207	20	in	in	ADP
bae-3224	207	21	that	that	DET
bae-3224	207	22	aggregate	aggregate	NOUN
bae-3224	207	23	resulting	result	VERB
bae-3224	207	24	in	in	ADP
bae-3224	207	25	a	a	DET
bae-3224	207	26	0.36	0.36	NUM
bae-3224	207	27	%	%	NOUN
bae-3224	207	28	increase	increase	NOUN
bae-3224	207	29	in	in	ADP
bae-3224	207	30	production	production	NOUN
bae-3224	207	31	.	.	PUNCT
bae-3224	208	1	finally	finally	ADV
bae-3224	208	2	,	,	PUNCT
bae-3224	208	3	the	the	DET
bae-3224	208	4	elasticity	elasticity	NOUN
bae-3224	208	5	with	with	ADP
bae-3224	208	6	respect	respect	NOUN
bae-3224	208	7	to	to	ADP
bae-3224	208	8	labor	labor	NOUN
bae-3224	208	9	is	be	AUX
bae-3224	208	10	very	very	ADV
bae-3224	208	11	small	small	ADJ
bae-3224	208	12	,	,	PUNCT
bae-3224	208	13	negative	negative	ADJ
bae-3224	208	14	and	and	CCONJ
bae-3224	208	15	not	not	PART
bae-3224	208	16	statistically	statistically	ADV
bae-3224	208	17	significant	significant	ADJ
bae-3224	208	18	,	,	PUNCT
bae-3224	208	19	which	which	PRON
bae-3224	208	20	means	mean	VERB
bae-3224	208	21	that	that	SCONJ
bae-3224	208	22	the	the	DET
bae-3224	208	23	model	model	NOUN
bae-3224	208	24	fails	fail	VERB
bae-3224	208	25	to	to	PART
bae-3224	208	26	capture	capture	VERB
bae-3224	208	27	a	a	DET
bae-3224	208	28	positive	positive	ADJ
bae-3224	208	29	relationship	relationship	NOUN
bae-3224	208	30	between	between	ADP
bae-3224	208	31	labor	labor	NOUN
bae-3224	208	32	input	input	NOUN
bae-3224	208	33	and	and	CCONJ
bae-3224	208	34	production	production	NOUN
bae-3224	208	35	.	.	PUNCT
bae-3224	209	1	there	there	PRON
bae-3224	209	2	are	be	VERB
bae-3224	209	3	several	several	ADJ
bae-3224	209	4	possible	possible	ADJ
bae-3224	209	5	explanations	explanation	NOUN
bae-3224	209	6	for	for	ADP
bae-3224	209	7	this	this	DET
bae-3224	209	8	negative	negative	ADJ
bae-3224	209	9	result	result	NOUN
bae-3224	209	10	.	.	PUNCT
bae-3224	210	1	it	it	PRON
bae-3224	210	2	is	be	AUX
bae-3224	210	3	difficult	difficult	ADJ
bae-3224	210	4	to	to	PART
bae-3224	210	5	measure	measure	VERB
bae-3224	210	6	labor	labor	NOUN
bae-3224	210	7	input	input	NOUN
bae-3224	210	8	properly	properly	ADV
bae-3224	210	9	,	,	PUNCT
bae-3224	210	10	in	in	ADP
bae-3224	210	11	particular	particular	ADJ
bae-3224	210	12	as	as	ADV
bae-3224	210	13	far	far	ADV
bae-3224	210	14	as	as	SCONJ
bae-3224	210	15	farm	farm	NOUN
bae-3224	210	16	operators	operator	NOUN
bae-3224	210	17	are	be	AUX
bae-3224	210	18	concerned	concern	VERB
bae-3224	210	19	and	and	CCONJ
bae-3224	210	20	the	the	DET
bae-3224	210	21	labor	labor	NOUN
bae-3224	210	22	variable	variable	NOUN
bae-3224	210	23	presents	present	VERB
bae-3224	210	24	a	a	DET
bae-3224	210	25	high	high	ADJ
bae-3224	210	26	degree	degree	NOUN
bae-3224	210	27	of	of	ADP
bae-3224	210	28	collinearity	collinearity	NOUN
bae-3224	210	29	with	with	ADP
bae-3224	210	30	the	the	DET
bae-3224	210	31	other	other	ADJ
bae-3224	210	32	inputs	input	NOUN
bae-3224	210	33	.	.	PUNCT
bae-3224	211	1	we	we	PRON
bae-3224	211	2	also	also	ADV
bae-3224	211	3	note	note	VERB
bae-3224	211	4	that	that	SCONJ
bae-3224	211	5	the	the	DET
bae-3224	211	6	finding	finding	NOUN
bae-3224	211	7	of	of	ADP
bae-3224	211	8	a	a	DET
bae-3224	211	9	negative	negative	ADJ
bae-3224	211	10	and/or	and/or	CCONJ
bae-3224	211	11	insignificant	insignificant	ADJ
bae-3224	211	12	labor	labor	NOUN
bae-3224	211	13	elasticity	elasticity	NOUN
bae-3224	211	14	,	,	PUNCT
bae-3224	211	15	although	although	SCONJ
bae-3224	211	16	paradoxical	paradoxical	ADJ
bae-3224	211	17	,	,	PUNCT
bae-3224	211	18	represents	represent	VERB
bae-3224	211	19	almost	almost	ADV
bae-3224	211	20	an	an	DET
bae-3224	211	21	empirical	empirical	ADJ
bae-3224	211	22	regularity	regularity	NOUN
bae-3224	211	23	(	(	PUNCT
bae-3224	211	24	whiteman	whiteman	NOUN
bae-3224	211	25	,	,	PUNCT
bae-3224	211	26	1999	1999	NUM
bae-3224	211	27	)	)	PUNCT
bae-3224	211	28	.	.	PUNCT
bae-3224	212	1	the	the	DET
bae-3224	212	2	scale	scale	NOUN
bae-3224	212	3	elasticity	elasticity	NOUN
bae-3224	212	4	is	be	AUX
bae-3224	212	5	obtained	obtain	VERB
bae-3224	212	6	by	by	ADP
bae-3224	212	7	summation	summation	NOUN
bae-3224	212	8	of	of	ADP
bae-3224	212	9	all	all	DET
bae-3224	212	10	three	three	NUM
bae-3224	212	11	input	input	NOUN
bae-3224	212	12	elasticities	elasticity	NOUN
bae-3224	212	13	to	to	PART
bae-3224	212	14	give	give	VERB
bae-3224	212	15	a	a	DET
bae-3224	212	16	value	value	NOUN
bae-3224	212	17	of	of	ADP
bae-3224	212	18	0.92	0.92	NUM
bae-3224	212	19	,	,	PUNCT
bae-3224	212	20	with	with	ADP
bae-3224	212	21	a	a	DET
bae-3224	212	22	standard	standard	ADJ
bae-3224	212	23	error	error	NOUN
bae-3224	212	24	of	of	ADP
bae-3224	212	25	0.11	0.11	NUM
bae-3224	212	26	.	.	PUNCT
bae-3224	213	1	hence	hence	ADV
bae-3224	213	2	,	,	PUNCT
bae-3224	213	3	the	the	DET
bae-3224	213	4	technology	technology	NOUN
bae-3224	213	5	exhibits	exhibit	VERB
bae-3224	213	6	slightly	slightly	ADV
bae-3224	213	7	decreasing	decrease	VERB
bae-3224	213	8	returns	return	NOUN
bae-3224	213	9	to	to	PART
bae-3224	213	10	scale	scale	VERB
bae-3224	213	11	at	at	ADP
bae-3224	213	12	the	the	DET
bae-3224	213	13	sample	sample	NOUN
bae-3224	213	14	mean	mean	NOUN
bae-3224	214	1	but	but	CCONJ
bae-3224	214	2	the	the	DET
bae-3224	214	3	hypothesis	hypothesis	NOUN
bae-3224	214	4	of	of	ADP
bae-3224	214	5	constant	constant	ADJ
bae-3224	214	6	returns	return	NOUN
bae-3224	214	7	to	to	ADP
bae-3224	214	8	scale	scale	NOUN
bae-3224	214	9	can	can	AUX
bae-3224	214	10	not	not	PART
bae-3224	214	11	be	be	AUX
bae-3224	214	12	rejected	reject	VERB
bae-3224	214	13	.	.	PUNCT
bae-3224	215	1	on	on	ADP
bae-3224	215	2	the	the	DET
bae-3224	215	3	22	22	NUM
bae-3224	215	4	this	this	PRON
bae-3224	215	5	is	be	AUX
bae-3224	215	6	not	not	PART
bae-3224	215	7	unusual	unusual	ADJ
bae-3224	215	8	when	when	SCONJ
bae-3224	215	9	using	use	VERB
bae-3224	215	10	flexible	flexible	ADJ
bae-3224	215	11	functional	functional	ADJ
bae-3224	215	12	forms	form	NOUN
bae-3224	215	13	.	.	PUNCT
bae-3224	216	1	for	for	ADP
bae-3224	216	2	instance	instance	NOUN
bae-3224	216	3	,	,	PUNCT
bae-3224	216	4	in	in	ADP
bae-3224	216	5	the	the	DET
bae-3224	216	6	full	full	ADJ
bae-3224	216	7	translog	translog	NOUN
bae-3224	216	8	specification	specification	NOUN
bae-3224	216	9	of	of	ADP
bae-3224	216	10	his	his	PRON
bae-3224	216	11	model	model	NOUN
bae-3224	216	12	,	,	PUNCT
bae-3224	216	13	löthgren	löthgren	NOUN
bae-3224	216	14	(	(	PUNCT
bae-3224	216	15	2000	2000	NUM
bae-3224	216	16	)	)	PUNCT
bae-3224	216	17	reports	report	VERB
bae-3224	216	18	only	only	ADV
bae-3224	216	19	five	five	NUM
bae-3224	216	20	significant	significant	ADJ
bae-3224	216	21	coefficients	coefficient	NOUN
bae-3224	216	22	(	(	PUNCT
bae-3224	216	23	5	5	NUM
bae-3224	216	24	%	%	NOUN
bae-3224	216	25	)	)	PUNCT
bae-3224	216	26	from	from	ADP
bae-3224	216	27	a	a	DET
bae-3224	216	28	total	total	NOUN
bae-3224	216	29	of	of	ADP
bae-3224	216	30	21	21	NUM
bae-3224	216	31	in	in	ADP
bae-3224	216	32	the	the	DET
bae-3224	216	33	specification	specification	NOUN
bae-3224	216	34	of	of	ADP
bae-3224	216	35	the	the	DET
bae-3224	216	36	technology	technology	NOUN
bae-3224	216	37	.	.	PUNCT
bae-3224	217	1	190	190	NUM
bae-3224	217	2	x.	x.	NOUN
bae-3224	217	3	irz	irz	PROPN
bae-3224	217	4	,	,	PUNCT
bae-3224	217	5	j.r	j.r	PROPN
bae-3224	217	6	.	.	PROPN
bae-3224	217	7	stevenson	stevenson	PROPN
bae-3224	217	8	output	output	PROPN
bae-3224	217	9	side	side	NOUN
bae-3224	217	10	,	,	PUNCT
bae-3224	217	11	the	the	DET
bae-3224	217	12	elasticities	elasticity	NOUN
bae-3224	217	13	of	of	ADP
bae-3224	217	14	the	the	DET
bae-3224	217	15	ray	ray	NOUN
bae-3224	217	16	function	function	NOUN
bae-3224	217	17	with	with	ADP
bae-3224	217	18	respect	respect	NOUN
bae-3224	217	19	to	to	ADP
bae-3224	217	20	the	the	DET
bae-3224	217	21	polar	polar	ADJ
bae-3224	217	22	coordinate	coordinate	NOUN
bae-3224	217	23	angles	angle	NOUN
bae-3224	217	24	are	be	AUX
bae-3224	217	25	more	more	ADV
bae-3224	217	26	difficult	difficult	ADJ
bae-3224	217	27	to	to	PART
bae-3224	217	28	interpret	interpret	VERB
bae-3224	217	29	.	.	PUNCT
bae-3224	218	1	we	we	PRON
bae-3224	218	2	conclude	conclude	VERB
bae-3224	218	3	,	,	PUNCT
bae-3224	218	4	however	however	ADV
bae-3224	218	5	,	,	PUNCT
bae-3224	218	6	that	that	SCONJ
bae-3224	218	7	the	the	DET
bae-3224	218	8	representation	representation	NOUN
bae-3224	218	9	of	of	ADP
bae-3224	218	10	the	the	DET
bae-3224	218	11	technology	technology	NOUN
bae-3224	218	12	that	that	PRON
bae-3224	218	13	we	we	PRON
bae-3224	218	14	obtain	obtain	VERB
bae-3224	218	15	appears	appear	VERB
bae-3224	218	16	reasonably	reasonably	ADV
bae-3224	218	17	consistent	consistent	ADJ
bae-3224	218	18	with	with	ADP
bae-3224	218	19	theoretical	theoretical	ADJ
bae-3224	218	20	expectations	expectation	NOUN
bae-3224	218	21	.	.	PUNCT
bae-3224	219	1	table	table	NOUN
bae-3224	219	2	5	5	NUM
bae-3224	219	3	.	.	PUNCT
bae-3224	220	1	elasticities	elasticity	NOUN
bae-3224	220	2	of	of	ADP
bae-3224	220	3	estimated	estimate	VERB
bae-3224	220	4	ray	ray	NOUN
bae-3224	220	5	production	production	NOUN
bae-3224	220	6	function	function	NOUN
bae-3224	220	7	at	at	ADP
bae-3224	220	8	sample	sample	NOUN
bae-3224	220	9	mean	mean	PROPN
bae-3224	220	10	elasticity	elasticity	NOUN
bae-3224	220	11	w.r.t	w.r.t	PROPN
bae-3224	220	12	.	.	PUNCT
bae-3224	221	1	estimate	estimate	VERB
bae-3224	221	2	t	t	PROPN
bae-3224	221	3	-	-	PUNCT
bae-3224	221	4	ratio	ratio	NOUN
bae-3224	221	5	land	land	NOUN
bae-3224	221	6	0.58	0.58	NUM
bae-3224	221	7	4.51	4.51	NUM
bae-3224	221	8	labor	labor	NOUN
bae-3224	221	9	-0.03	-0.03	NUM
bae-3224	221	10	-0.43	-0.43	NUM
bae-3224	221	11	intermediate	intermediate	ADJ
bae-3224	221	12	inputs	input	NOUN
bae-3224	221	13	0.36	0.36	NUM
bae-3224	221	14	7.90	7.90	NUM
bae-3224	221	15	qt	qt	NOUN
bae-3224	221	16	0.03	0.03	NUM
bae-3224	221	17	0.12	0.12	NUM
bae-3224	221	18	qc	qc	PROPN
bae-3224	221	19	0.08	0.08	NUM
bae-3224	221	20	0.34	0.34	NUM
bae-3224	221	21	qp	qp	ADP
bae-3224	221	22	0.61	0.61	NUM
bae-3224	221	23	7.37	7.37	NUM
bae-3224	221	24	4.3	4.3	NUM
bae-3224	221	25	inefficiencies	inefficiency	NOUN
bae-3224	221	26	and	and	CCONJ
bae-3224	221	27	the	the	DET
bae-3224	221	28	inverse	inverse	NOUN
bae-3224	221	29	relationship	relationship	NOUN
bae-3224	221	30	the	the	DET
bae-3224	221	31	large	large	ADJ
bae-3224	221	32	t	t	PROPN
bae-3224	221	33	-	-	PUNCT
bae-3224	221	34	ratio	ratio	NOUN
bae-3224	221	35	on	on	ADP
bae-3224	221	36	parameter	parameter	NOUN
bae-3224	221	37	g	g	PROPN
bae-3224	221	38	in	in	ADP
bae-3224	221	39	table	table	NOUN
bae-3224	221	40	4	4	NUM
bae-3224	221	41	confirms	confirm	VERB
bae-3224	221	42	that	that	SCONJ
bae-3224	221	43	inefficiencies	inefficiency	NOUN
bae-3224	221	44	are	be	AUX
bae-3224	221	45	statistically	statistically	ADV
bae-3224	221	46	significant	significant	ADJ
bae-3224	221	47	.	.	PUNCT
bae-3224	222	1	the	the	DET
bae-3224	222	2	mean	mean	ADJ
bae-3224	222	3	efficiency	efficiency	NOUN
bae-3224	222	4	score	score	NOUN
bae-3224	222	5	for	for	ADP
bae-3224	222	6	the	the	DET
bae-3224	222	7	sample	sample	NOUN
bae-3224	222	8	is	be	AUX
bae-3224	222	9	equal	equal	ADJ
bae-3224	222	10	to	to	ADP
bae-3224	222	11	0.3723	0.3723	NUM
bae-3224	222	12	,	,	PUNCT
bae-3224	222	13	which	which	PRON
bae-3224	222	14	is	be	AUX
bae-3224	222	15	very	very	ADV
bae-3224	222	16	low	low	ADJ
bae-3224	222	17	and	and	CCONJ
bae-3224	222	18	implies	imply	VERB
bae-3224	222	19	that	that	SCONJ
bae-3224	222	20	the	the	DET
bae-3224	222	21	sample	sample	NOUN
bae-3224	222	22	farms	farm	NOUN
bae-3224	222	23	could	could	AUX
bae-3224	222	24	potentially	potentially	ADV
bae-3224	222	25	increase	increase	VERB
bae-3224	222	26	production	production	NOUN
bae-3224	222	27	2.7	2.7	NUM
bae-3224	222	28	times	time	NOUN
bae-3224	222	29	without	without	ADP
bae-3224	222	30	any	any	DET
bae-3224	222	31	increase	increase	NOUN
bae-3224	222	32	in	in	ADP
bae-3224	222	33	inputs	input	NOUN
bae-3224	222	34	or	or	CCONJ
bae-3224	222	35	change	change	NOUN
bae-3224	222	36	in	in	ADP
bae-3224	222	37	technology	technology	NOUN
bae-3224	222	38	.	.	PUNCT
bae-3224	223	1	this	this	DET
bae-3224	223	2	finding	finding	NOUN
bae-3224	223	3	suggests	suggest	VERB
bae-3224	223	4	that	that	SCONJ
bae-3224	223	5	there	there	PRON
bae-3224	223	6	is	be	VERB
bae-3224	223	7	considerable	considerable	ADJ
bae-3224	223	8	room	room	NOUN
bae-3224	223	9	for	for	ADP
bae-3224	223	10	managerial	managerial	ADJ
bae-3224	223	11	improvement	improvement	NOUN
bae-3224	223	12	of	of	ADP
bae-3224	223	13	the	the	DET
bae-3224	223	14	farms	farm	NOUN
bae-3224	223	15	in	in	ADP
bae-3224	223	16	the	the	DET
bae-3224	223	17	study	study	NOUN
bae-3224	223	18	area	area	NOUN
bae-3224	223	19	and	and	CCONJ
bae-3224	223	20	represents	represent	VERB
bae-3224	223	21	an	an	DET
bae-3224	223	22	empirical	empirical	ADJ
bae-3224	223	23	validation	validation	NOUN
bae-3224	223	24	of	of	ADP
bae-3224	223	25	yap	yap	PROPN
bae-3224	223	26	’s	’s	PART
bae-3224	223	27	contention	contention	NOUN
bae-3224	223	28	that	that	SCONJ
bae-3224	223	29	many	many	ADJ
bae-3224	223	30	brackishwater	brackishwater	NOUN
bae-3224	223	31	ponds	pond	NOUN
bae-3224	223	32	are	be	AUX
bae-3224	223	33	underdeveloped	underdeveloped	ADJ
bae-3224	223	34	and	and	CCONJ
bae-3224	223	35	under	under	ADV
bae-3224	223	36	-	-	PUNCT
bae-3224	223	37	productive	productive	NOUN
bae-3224	223	38	(	(	PUNCT
bae-3224	223	39	yap	yap	PROPN
bae-3224	223	40	,	,	PUNCT
bae-3224	223	41	1999	1999	NUM
bae-3224	223	42	)	)	PUNCT
bae-3224	223	43	.	.	PUNCT
bae-3224	224	1	it	it	PRON
bae-3224	224	2	can	can	AUX
bae-3224	224	3	also	also	ADV
bae-3224	224	4	be	be	AUX
bae-3224	224	5	explained	explain	VERB
bae-3224	224	6	by	by	ADP
bae-3224	224	7	the	the	DET
bae-3224	224	8	fact	fact	NOUN
bae-3224	224	9	that	that	SCONJ
bae-3224	224	10	extensive	extensive	ADJ
bae-3224	224	11	production	production	NOUN
bae-3224	224	12	systems	system	NOUN
bae-3224	224	13	have	have	AUX
bae-3224	224	14	not	not	PART
bae-3224	224	15	been	be	AUX
bae-3224	224	16	the	the	DET
bae-3224	224	17	focus	focus	NOUN
bae-3224	224	18	of	of	ADP
bae-3224	224	19	much	much	ADJ
bae-3224	224	20	research	research	NOUN
bae-3224	224	21	and	and	CCONJ
bae-3224	224	22	extension	extension	NOUN
bae-3224	224	23	activity	activity	NOUN
bae-3224	224	24	in	in	ADP
bae-3224	224	25	the	the	DET
bae-3224	224	26	philippines	philippine	NOUN
bae-3224	224	27	.	.	PUNCT
bae-3224	225	1	the	the	DET
bae-3224	225	2	interviews	interview	NOUN
bae-3224	225	3	carried	carry	VERB
bae-3224	225	4	out	out	ADP
bae-3224	225	5	with	with	ADP
bae-3224	225	6	farmers	farmer	NOUN
bae-3224	225	7	confirmed	confirm	VERB
bae-3224	225	8	that	that	SCONJ
bae-3224	225	9	formal	formal	ADJ
bae-3224	225	10	extension	extension	NOUN
bae-3224	225	11	services	service	NOUN
bae-3224	225	12	are	be	AUX
bae-3224	225	13	simply	simply	ADV
bae-3224	225	14	not	not	PART
bae-3224	225	15	regarded	regard	VERB
bae-3224	225	16	as	as	ADP
bae-3224	225	17	an	an	DET
bae-3224	225	18	important	important	ADJ
bae-3224	225	19	source	source	NOUN
bae-3224	225	20	of	of	ADP
bae-3224	225	21	technical	technical	ADJ
bae-3224	225	22	information	information	NOUN
bae-3224	225	23	by	by	ADP
bae-3224	225	24	the	the	DET
bae-3224	225	25	operators	operator	NOUN
bae-3224	225	26	of	of	ADP
bae-3224	225	27	extensive	extensive	ADJ
bae-3224	225	28	farms	farm	NOUN
bae-3224	225	29	.	.	PUNCT
bae-3224	226	1	finally	finally	ADV
bae-3224	226	2	,	,	PUNCT
bae-3224	226	3	it	it	PRON
bae-3224	226	4	is	be	AUX
bae-3224	226	5	also	also	ADV
bae-3224	226	6	necessary	necessary	ADJ
bae-3224	226	7	to	to	PART
bae-3224	226	8	recognize	recognize	VERB
bae-3224	226	9	that	that	SCONJ
bae-3224	226	10	the	the	DET
bae-3224	226	11	extensive	extensive	ADJ
bae-3224	226	12	production	production	NOUN
bae-3224	226	13	systems	system	NOUN
bae-3224	226	14	considered	consider	VERB
bae-3224	226	15	here	here	ADV
bae-3224	226	16	are	be	AUX
bae-3224	226	17	intrinsically	intrinsically	ADV
bae-3224	226	18	complex	complex	ADJ
bae-3224	226	19	and	and	CCONJ
bae-3224	226	20	offer	offer	VERB
bae-3224	226	21	numerous	numerous	ADJ
bae-3224	226	22	opportunities	opportunity	NOUN
bae-3224	226	23	for	for	SCONJ
bae-3224	226	24	farmers	farmer	NOUN
bae-3224	226	25	to	to	PART
bae-3224	226	26	make	make	VERB
bae-3224	226	27	mistakes	mistake	NOUN
bae-3224	226	28	.	.	PUNCT
bae-3224	227	1	this	this	PRON
bae-3224	227	2	is	be	AUX
bae-3224	227	3	so	so	SCONJ
bae-3224	227	4	because	because	SCONJ
bae-3224	227	5	these	these	DET
bae-3224	227	6	systems	system	NOUN
bae-3224	227	7	are	be	AUX
bae-3224	227	8	open	open	ADJ
bae-3224	227	9	,	,	PUNCT
bae-3224	227	10	due	due	ADP
bae-3224	227	11	to	to	ADP
bae-3224	227	12	the	the	DET
bae-3224	227	13	frequent	frequent	ADJ
bae-3224	227	14	exchange	exchange	NOUN
bae-3224	227	15	of	of	ADP
bae-3224	227	16	the	the	DET
bae-3224	227	17	pond	pond	NOUN
bae-3224	227	18	’s	’s	PART
bae-3224	227	19	water	water	NOUN
bae-3224	227	20	,	,	PUNCT
bae-3224	227	21	which	which	PRON
bae-3224	227	22	limits	limit	VERB
bae-3224	227	23	the	the	DET
bae-3224	227	24	farmer	farmer	NOUN
bae-3224	227	25	’s	’s	PART
bae-3224	227	26	control	control	NOUN
bae-3224	227	27	of	of	ADP
bae-3224	227	28	the	the	DET
bae-3224	227	29	production	production	NOUN
bae-3224	227	30	process	process	NOUN
bae-3224	227	31	.	.	PUNCT
bae-3224	228	1	furthermore	furthermore	ADV
bae-3224	228	2	,	,	PUNCT
bae-3224	228	3	the	the	DET
bae-3224	228	4	production	production	NOUN
bae-3224	228	5	process	process	NOUN
bae-3224	228	6	depends	depend	VERB
bae-3224	228	7	on	on	ADP
bae-3224	228	8	the	the	DET
bae-3224	228	9	natural	natural	ADJ
bae-3224	228	10	productivity	productivity	NOUN
bae-3224	228	11	of	of	ADP
bae-3224	228	12	the	the	DET
bae-3224	228	13	pond	pond	NOUN
bae-3224	228	14	,	,	PUNCT
bae-3224	228	15	which	which	PRON
bae-3224	228	16	itself	itself	PRON
bae-3224	228	17	relates	relate	VERB
bae-3224	228	18	to	to	ADP
bae-3224	228	19	populations	population	NOUN
bae-3224	228	20	of	of	ADP
bae-3224	228	21	various	various	ADJ
bae-3224	228	22	plankton	plankton	NOUN
bae-3224	228	23	and	and	CCONJ
bae-3224	228	24	filamentous	filamentous	ADJ
bae-3224	228	25	algae	algae	NOUN
bae-3224	228	26	species	specie	NOUN
bae-3224	228	27	that	that	PRON
bae-3224	228	28	are	be	AUX
bae-3224	228	29	difficult	difficult	ADJ
bae-3224	228	30	to	to	PART
bae-3224	228	31	manage	manage	VERB
bae-3224	228	32	and	and	CCONJ
bae-3224	228	33	sensitive	sensitive	ADJ
bae-3224	228	34	to	to	ADP
bae-3224	228	35	temperature	temperature	NOUN
bae-3224	228	36	,	,	PUNCT
bae-3224	228	37	salinity	salinity	NOUN
bae-3224	228	38	,	,	PUNCT
bae-3224	228	39	soil	soil	NOUN
bae-3224	228	40	conditions	condition	NOUN
bae-3224	228	41	and	and	CCONJ
bae-3224	228	42	the	the	DET
bae-3224	228	43	chemical	chemical	NOUN
bae-3224	228	44	and	and	CCONJ
bae-3224	228	45	nutrient	nutrient	ADJ
bae-3224	228	46	composition	composition	NOUN
bae-3224	228	47	of	of	ADP
bae-3224	228	48	the	the	DET
bae-3224	228	49	culture	culture	NOUN
bae-3224	228	50	water	water	NOUN
bae-3224	228	51	(	(	PUNCT
bae-3224	228	52	arfi	arfi	NOUN
bae-3224	228	53	and	and	CCONJ
bae-3224	228	54	guiral	guiral	ADJ
bae-3224	228	55	,	,	PUNCT
bae-3224	228	56	1994)24	1994)24	NUM
bae-3224	228	57	.	.	PUNCT
bae-3224	229	1	the	the	DET
bae-3224	229	2	situation	situation	NOUN
bae-3224	229	3	is	be	AUX
bae-3224	229	4	very	very	ADV
bae-3224	229	5	different	different	ADJ
bae-3224	229	6	in	in	ADP
bae-3224	229	7	intensive	intensive	ADJ
bae-3224	229	8	production	production	NOUN
bae-3224	229	9	where	where	SCONJ
bae-3224	229	10	the	the	DET
bae-3224	229	11	growth	growth	NOUN
bae-3224	229	12	of	of	ADP
bae-3224	229	13	the	the	DET
bae-3224	229	14	target	target	NOUN
bae-3224	229	15	spe23	spe23	ADJ
bae-3224	229	16	in	in	ADP
bae-3224	229	17	the	the	DET
bae-3224	229	18	additive	additive	ADJ
bae-3224	229	19	model	model	NOUN
bae-3224	229	20	presented	present	VERB
bae-3224	229	21	here	here	ADV
bae-3224	229	22	,	,	PUNCT
bae-3224	229	23	the	the	DET
bae-3224	229	24	predicted	predict	VERB
bae-3224	229	25	efficiency	efficiency	NOUN
bae-3224	229	26	scores	score	NOUN
bae-3224	229	27	can	can	AUX
bae-3224	229	28	take	take	VERB
bae-3224	229	29	negative	negative	ADJ
bae-3224	229	30	values	value	NOUN
bae-3224	229	31	,	,	PUNCT
bae-3224	229	32	which	which	PRON
bae-3224	229	33	is	be	AUX
bae-3224	229	34	theoretically	theoretically	ADV
bae-3224	229	35	impossible	impossible	ADJ
bae-3224	229	36	.	.	PUNCT
bae-3224	230	1	we	we	PRON
bae-3224	230	2	therefore	therefore	ADV
bae-3224	230	3	replaced	replace	VERB
bae-3224	230	4	negative	negative	ADJ
bae-3224	230	5	values	value	NOUN
bae-3224	230	6	by	by	ADP
bae-3224	230	7	zeros	zero	NOUN
bae-3224	230	8	when	when	SCONJ
bae-3224	230	9	that	that	PRON
bae-3224	230	10	occurred	occur	VERB
bae-3224	230	11	(	(	PUNCT
bae-3224	230	12	in	in	ADP
bae-3224	230	13	only	only	ADV
bae-3224	230	14	a	a	DET
bae-3224	230	15	few	few	ADJ
bae-3224	230	16	cases	case	NOUN
bae-3224	230	17	)	)	PUNCT
bae-3224	230	18	prior	prior	ADV
bae-3224	230	19	to	to	ADP
bae-3224	230	20	calculating	calculate	VERB
bae-3224	230	21	this	this	DET
bae-3224	230	22	average	average	NOUN
bae-3224	230	23	.	.	PUNCT
bae-3224	231	1	24	24	NUM
bae-3224	231	2	we	we	PRON
bae-3224	231	3	are	be	AUX
bae-3224	231	4	thankful	thankful	ADJ
bae-3224	231	5	to	to	ADP
bae-3224	231	6	pierre	pierre	NOUN
bae-3224	231	7	morrisens	morrisen	NOUN
bae-3224	231	8	for	for	ADP
bae-3224	231	9	this	this	DET
bae-3224	231	10	idea	idea	NOUN
bae-3224	231	11	.	.	PUNCT
bae-3224	232	1	191efficiency	191efficiency	NOUN
bae-3224	232	2	and	and	CCONJ
bae-3224	232	3	farm	farm	NOUN
bae-3224	232	4	size	size	NOUN
bae-3224	232	5	in	in	ADP
bae-3224	232	6	philippine	philippine	ADJ
bae-3224	232	7	aquaculture	aquaculture	NOUN
bae-3224	232	8	cies	cie	NOUN
bae-3224	232	9	depends	depend	VERB
bae-3224	232	10	primarily	primarily	ADV
bae-3224	232	11	on	on	ADP
bae-3224	232	12	the	the	DET
bae-3224	232	13	feeds	feed	NOUN
bae-3224	232	14	brought	bring	VERB
bae-3224	232	15	from	from	ADP
bae-3224	232	16	outside	outside	ADP
bae-3224	232	17	of	of	ADP
bae-3224	232	18	the	the	DET
bae-3224	232	19	farm	farm	NOUN
bae-3224	232	20	and	and	CCONJ
bae-3224	232	21	the	the	DET
bae-3224	232	22	pond	pond	NOUN
bae-3224	232	23	has	have	VERB
bae-3224	232	24	little	little	ADJ
bae-3224	232	25	biological	biological	ADJ
bae-3224	232	26	function	function	NOUN
bae-3224	232	27	beyond	beyond	ADP
bae-3224	232	28	the	the	DET
bae-3224	232	29	provision	provision	NOUN
bae-3224	232	30	of	of	ADP
bae-3224	232	31	oxygen	oxygen	NOUN
bae-3224	232	32	to	to	ADP
bae-3224	232	33	the	the	DET
bae-3224	232	34	fish	fish	NOUN
bae-3224	232	35	/	/	SYM
bae-3224	232	36	crustaceans	crustacean	NOUN
bae-3224	232	37	(	(	PUNCT
bae-3224	232	38	kautsky	kautsky	PROPN
bae-3224	232	39	et	et	PROPN
bae-3224	232	40	al	al	PROPN
bae-3224	233	1	.	.	PROPN
bae-3224	233	2	,	,	PUNCT
bae-3224	233	3	2000)25	2000)25	PROPN
bae-3224	233	4	.	.	PUNCT
bae-3224	233	5	figure	figure	NOUN
bae-3224	233	6	2	2	NUM
bae-3224	233	7	presents	present	VERB
bae-3224	233	8	the	the	DET
bae-3224	233	9	frequency	frequency	NOUN
bae-3224	233	10	distribution	distribution	NOUN
bae-3224	233	11	of	of	ADP
bae-3224	233	12	efficiency	efficiency	NOUN
bae-3224	233	13	scores	score	NOUN
bae-3224	233	14	and	and	CCONJ
bae-3224	233	15	indicates	indicate	VERB
bae-3224	233	16	a	a	DET
bae-3224	233	17	high	high	ADJ
bae-3224	233	18	level	level	NOUN
bae-3224	233	19	of	of	ADP
bae-3224	233	20	heterogeneity	heterogeneity	NOUN
bae-3224	233	21	within	within	ADP
bae-3224	233	22	the	the	DET
bae-3224	233	23	sample	sample	NOUN
bae-3224	233	24	.	.	PUNCT
bae-3224	234	1	the	the	DET
bae-3224	234	2	distribution	distribution	NOUN
bae-3224	234	3	is	be	AUX
bae-3224	234	4	very	very	ADV
bae-3224	234	5	flat	flat	ADJ
bae-3224	234	6	,	,	PUNCT
bae-3224	234	7	as	as	SCONJ
bae-3224	234	8	reflected	reflect	VERB
bae-3224	234	9	by	by	ADP
bae-3224	234	10	a	a	DET
bae-3224	234	11	standard	standard	ADJ
bae-3224	234	12	error	error	NOUN
bae-3224	234	13	of	of	ADP
bae-3224	234	14	0.26	0.26	NUM
bae-3224	234	15	,	,	PUNCT
bae-3224	234	16	and	and	CCONJ
bae-3224	234	17	is	be	AUX
bae-3224	234	18	spread	spread	VERB
bae-3224	234	19	over	over	ADP
bae-3224	234	20	the	the	DET
bae-3224	234	21	whole	whole	ADJ
bae-3224	234	22	possible	possible	ADJ
bae-3224	234	23	range	range	NOUN
bae-3224	234	24	,	,	PUNCT
bae-3224	234	25	from	from	ADP
bae-3224	234	26	a	a	DET
bae-3224	234	27	minimum	minimum	NOUN
bae-3224	234	28	of	of	ADP
bae-3224	234	29	zero	zero	NUM
bae-3224	234	30	to	to	ADP
bae-3224	234	31	a	a	DET
bae-3224	234	32	maximum	maximum	NOUN
bae-3224	234	33	of	of	ADP
bae-3224	234	34	0.97	0.97	NUM
bae-3224	234	35	.	.	PUNCT
bae-3224	235	1	we	we	PRON
bae-3224	235	2	now	now	ADV
bae-3224	235	3	turn	turn	VERB
bae-3224	235	4	to	to	ADP
bae-3224	235	5	the	the	DET
bae-3224	235	6	direct	direct	ADJ
bae-3224	235	7	analysis	analysis	NOUN
bae-3224	235	8	of	of	ADP
bae-3224	235	9	the	the	DET
bae-3224	235	10	ir	ir	NOUN
bae-3224	235	11	by	by	ADP
bae-3224	235	12	investigating	investigate	VERB
bae-3224	235	13	whether	whether	SCONJ
bae-3224	235	14	these	these	DET
bae-3224	235	15	large	large	ADJ
bae-3224	235	16	variations	variation	NOUN
bae-3224	235	17	in	in	ADP
bae-3224	235	18	technical	technical	ADJ
bae-3224	235	19	efficiency	efficiency	NOUN
bae-3224	235	20	scores	score	NOUN
bae-3224	235	21	are	be	AUX
bae-3224	235	22	related	relate	VERB
bae-3224	235	23	to	to	ADP
bae-3224	235	24	farm	farm	NOUN
bae-3224	235	25	size	size	NOUN
bae-3224	235	26	.	.	PUNCT
bae-3224	236	1	the	the	DET
bae-3224	236	2	likelihood	likelihood	NOUN
bae-3224	236	3	ratio	ratio	NOUN
bae-3224	236	4	tests	test	NOUN
bae-3224	236	5	already	already	ADV
bae-3224	236	6	demonstrated	demonstrate	VERB
bae-3224	236	7	the	the	DET
bae-3224	236	8	existence	existence	NOUN
bae-3224	236	9	of	of	ADP
bae-3224	236	10	a	a	DET
bae-3224	236	11	significant	significant	ADJ
bae-3224	236	12	relationship	relationship	NOUN
bae-3224	236	13	between	between	ADP
bae-3224	236	14	farm	farm	NOUN
bae-3224	236	15	size	size	NOUN
bae-3224	236	16	and	and	CCONJ
bae-3224	236	17	efficiency	efficiency	NOUN
bae-3224	236	18	,	,	PUNCT
bae-3224	236	19	which	which	PRON
bae-3224	236	20	is	be	AUX
bae-3224	236	21	confirmed	confirm	VERB
bae-3224	236	22	in	in	ADP
bae-3224	236	23	table	table	NOUN
bae-3224	236	24	4	4	NUM
bae-3224	236	25	by	by	ADP
bae-3224	236	26	the	the	DET
bae-3224	236	27	large	large	ADJ
bae-3224	236	28	t	t	PROPN
bae-3224	236	29	-	-	PUNCT
bae-3224	236	30	ratio	ratio	NOUN
bae-3224	236	31	of	of	ADP
bae-3224	236	32	parameter	parameter	NOUN
bae-3224	236	33	δa	δa	PROPN
bae-3224	236	34	.	.	PUNCT
bae-3224	237	1	furthermore	furthermore	ADV
bae-3224	237	2	,	,	PUNCT
bae-3224	237	3	note	note	VERB
bae-3224	237	4	that	that	SCONJ
bae-3224	237	5	this	this	DET
bae-3224	237	6	parameter	parameter	NOUN
bae-3224	237	7	takes	take	VERB
bae-3224	237	8	a	a	DET
bae-3224	237	9	strictly	strictly	ADV
bae-3224	237	10	positive	positive	ADJ
bae-3224	237	11	sign	sign	NOUN
bae-3224	237	12	,	,	PUNCT
bae-3224	237	13	indicating	indicate	VERB
bae-3224	237	14	that	that	SCONJ
bae-3224	237	15	larger	large	ADJ
bae-3224	237	16	farms	farm	NOUN
bae-3224	237	17	in	in	ADP
bae-3224	237	18	our	our	PRON
bae-3224	237	19	sample	sample	NOUN
bae-3224	237	20	are	be	AUX
bae-3224	237	21	less	less	ADV
bae-3224	237	22	efficient	efficient	ADJ
bae-3224	237	23	than	than	ADP
bae-3224	237	24	smaller	small	ADJ
bae-3224	237	25	ones	one	NOUN
bae-3224	237	26	.	.	PUNCT
bae-3224	238	1	hence	hence	ADV
bae-3224	238	2	,	,	PUNCT
bae-3224	238	3	we	we	PRON
bae-3224	238	4	conclude	conclude	VERB
bae-3224	238	5	to	to	ADP
bae-3224	238	6	the	the	DET
bae-3224	238	7	existence	existence	NOUN
bae-3224	238	8	of	of	ADP
bae-3224	238	9	a	a	DET
bae-3224	238	10	statistically	statistically	ADV
bae-3224	238	11	significant	significant	ADJ
bae-3224	238	12	ir	ir	NOUN
bae-3224	238	13	in	in	ADP
bae-3224	238	14	philippine	philippine	ADJ
bae-3224	238	15	brackishwater	brackishwater	NOUN
bae-3224	238	16	aquaculture	aquaculture	NOUN
bae-3224	238	17	.	.	PUNCT
bae-3224	239	1	we	we	PRON
bae-3224	239	2	would	would	AUX
bae-3224	239	3	like	like	VERB
bae-3224	239	4	,	,	PUNCT
bae-3224	239	5	however	however	ADV
bae-3224	239	6	,	,	PUNCT
bae-3224	239	7	to	to	PART
bae-3224	239	8	go	go	VERB
bae-3224	239	9	further	far	ADV
bae-3224	239	10	in	in	ADP
bae-3224	239	11	identifying	identify	VERB
bae-3224	239	12	the	the	DET
bae-3224	239	13	strength	strength	NOUN
bae-3224	239	14	of	of	ADP
bae-3224	239	15	this	this	DET
bae-3224	239	16	relationship	relationship	NOUN
bae-3224	239	17	,	,	PUNCT
bae-3224	239	18	which	which	PRON
bae-3224	239	19	can	can	AUX
bae-3224	239	20	not	not	PART
bae-3224	239	21	be	be	AUX
bae-3224	239	22	established	establish	VERB
bae-3224	239	23	directly	directly	ADV
bae-3224	239	24	from	from	ADP
bae-3224	239	25	the	the	DET
bae-3224	239	26	parameter	parameter	NOUN
bae-3224	239	27	estimates	estimate	NOUN
bae-3224	239	28	and	and	CCONJ
bae-3224	239	29	we	we	PRON
bae-3224	239	30	now	now	ADV
bae-3224	239	31	implement	implement	VERB
bae-3224	239	32	for	for	ADP
bae-3224	239	33	that	that	DET
bae-3224	239	34	purpose	purpose	NOUN
bae-3224	239	35	the	the	DET
bae-3224	239	36	two	two	NUM
bae-3224	239	37	approaches	approach	NOUN
bae-3224	239	38	discussed	discuss	VERB
bae-3224	239	39	in	in	ADP
bae-3224	239	40	the	the	DET
bae-3224	239	41	methodological	methodological	ADJ
bae-3224	239	42	section	section	NOUN
bae-3224	239	43	.	.	PUNCT
bae-3224	240	1	our	our	PRON
bae-3224	240	2	first	first	ADJ
bae-3224	240	3	suggestion	suggestion	NOUN
bae-3224	240	4	was	be	AUX
bae-3224	240	5	to	to	PART
bae-3224	240	6	compare	compare	VERB
bae-3224	240	7	the	the	DET
bae-3224	240	8	full	full	ADJ
bae-3224	240	9	model	model	NOUN
bae-3224	240	10	to	to	ADP
bae-3224	240	11	a	a	DET
bae-3224	240	12	restricted	restricted	ADJ
bae-3224	240	13	version	version	NOUN
bae-3224	240	14	where	where	SCONJ
bae-3224	240	15	farm	farm	NOUN
bae-3224	240	16	size	size	NOUN
bae-3224	240	17	is	be	AUX
bae-3224	240	18	dropped	drop	VERB
bae-3224	240	19	as	as	ADP
bae-3224	240	20	an	an	DET
bae-3224	240	21	inefficiency	inefficiency	NOUN
bae-3224	240	22	effect	effect	NOUN
bae-3224	240	23	.	.	PUNCT
bae-3224	241	1	we	we	PRON
bae-3224	241	2	find	find	VERB
bae-3224	241	3	that	that	SCONJ
bae-3224	241	4	for	for	ADP
bae-3224	241	5	the	the	DET
bae-3224	241	6	full	full	ADJ
bae-3224	241	7	specification	specification	NOUN
bae-3224	241	8	,	,	PUNCT
bae-3224	241	9	inefficien25	inefficien25	NOUN
bae-3224	241	10	an	an	DET
bae-3224	241	11	analogy	analogy	NOUN
bae-3224	241	12	with	with	ADP
bae-3224	241	13	agriculture	agriculture	NOUN
bae-3224	241	14	might	might	AUX
bae-3224	241	15	be	be	AUX
bae-3224	241	16	useful	useful	ADJ
bae-3224	241	17	here	here	ADV
bae-3224	241	18	.	.	PUNCT
bae-3224	242	1	extensive	extensive	ADJ
bae-3224	242	2	aquaculture	aquaculture	NOUN
bae-3224	242	3	,	,	PUNCT
bae-3224	242	4	like	like	ADP
bae-3224	242	5	organic	organic	ADJ
bae-3224	242	6	farming	farming	NOUN
bae-3224	242	7	,	,	PUNCT
bae-3224	242	8	seems	seem	VERB
bae-3224	242	9	to	to	PART
bae-3224	242	10	be	be	AUX
bae-3224	242	11	management	management	NOUN
bae-3224	242	12	intensive	intensive	ADJ
bae-3224	242	13	while	while	SCONJ
bae-3224	242	14	intensive	intensive	ADJ
bae-3224	242	15	aquaculture	aquaculture	NOUN
bae-3224	242	16	,	,	PUNCT
bae-3224	242	17	like	like	ADP
bae-3224	242	18	conventional	conventional	ADJ
bae-3224	242	19	farming	farming	NOUN
bae-3224	242	20	,	,	PUNCT
bae-3224	242	21	tends	tend	VERB
bae-3224	242	22	to	to	PART
bae-3224	242	23	rely	rely	VERB
bae-3224	242	24	on	on	ADP
bae-3224	242	25	the	the	DET
bae-3224	242	26	application	application	NOUN
bae-3224	242	27	of	of	ADP
bae-3224	242	28	standard	standard	ADJ
bae-3224	242	29	technological	technological	ADJ
bae-3224	242	30	packages	package	NOUN
bae-3224	242	31	that	that	PRON
bae-3224	242	32	leave	leave	VERB
bae-3224	242	33	little	little	ADJ
bae-3224	242	34	initiative	initiative	NOUN
bae-3224	242	35	to	to	ADP
bae-3224	242	36	the	the	DET
bae-3224	242	37	farmer	farmer	NOUN
bae-3224	242	38	.	.	PUNCT
bae-3224	243	1	figure	figure	NOUN
bae-3224	243	2	2	2	NUM
bae-3224	243	3	.	.	PUNCT
bae-3224	243	4	frequency	frequency	NOUN
bae-3224	243	5	distribution	distribution	NOUN
bae-3224	243	6	of	of	ADP
bae-3224	243	7	efficiency	efficiency	NOUN
bae-3224	243	8	scores	score	NOUN
bae-3224	243	9	0	0	NUM
bae-3224	243	10	5	5	NUM
bae-3224	243	11	10	10	NUM
bae-3224	243	12	15	15	NUM
bae-3224	243	13	20	20	NUM
bae-3224	243	14	25	25	NUM
bae-3224	243	15	0	0	NUM
bae-3224	243	16	-	-	SYM
bae-3224	243	17	0.1	0.1	NUM
bae-3224	243	18	0.1	0.1	NUM
bae-3224	243	19	-	-	SYM
bae-3224	243	20	0.2	0.2	NUM
bae-3224	243	21	0.2	0.2	NUM
bae-3224	243	22	-	-	PUNCT
bae-3224	243	23	0.3	0.3	NUM
bae-3224	243	24	0.3	0.3	NUM
bae-3224	243	25	-	-	SYM
bae-3224	243	26	0.4	0.4	NUM
bae-3224	243	27	0.4	0.4	NUM
bae-3224	243	28	-	-	SYM
bae-3224	243	29	0.5	0.5	NUM
bae-3224	243	30	0.5	0.5	NUM
bae-3224	243	31	-	-	SYM
bae-3224	243	32	0.6	0.6	NUM
bae-3224	243	33	0.6	0.6	NUM
bae-3224	243	34	-	-	SYM
bae-3224	243	35	0.7	0.7	NUM
bae-3224	243	36	0.7	0.7	NUM
bae-3224	243	37	-	-	SYM
bae-3224	243	38	0.8	0.8	NUM
bae-3224	243	39	0.8	0.8	NUM
bae-3224	243	40	-	-	SYM
bae-3224	243	41	0.9	0.9	NUM
bae-3224	243	42	0.9	0.9	NUM
bae-3224	243	43	-	-	SYM
bae-3224	243	44	1	1	NUM
bae-3224	243	45	efficiency	efficiency	NOUN
bae-3224	243	46	score	score	NOUN
bae-3224	243	47	n	n	AUX
bae-3224	243	48	um	um	INTJ
bae-3224	243	49	be	be	AUX
bae-3224	243	50	r	r	NOUN
bae-3224	243	51	o	o	NOUN
bae-3224	243	52	f	f	X
bae-3224	243	53	f	f	PROPN
bae-3224	243	54	ar	ar	PROPN
bae-3224	243	55	m	m	PROPN
bae-3224	243	56	s	s	PROPN
bae-3224	243	57	192	192	NUM
bae-3224	243	58	x.	x.	NOUN
bae-3224	243	59	irz	irz	PROPN
bae-3224	243	60	,	,	PUNCT
bae-3224	243	61	j.r	j.r	PROPN
bae-3224	243	62	.	.	PROPN
bae-3224	243	63	stevenson	stevenson	PROPN
bae-3224	243	64	cies	cie	NOUN
bae-3224	243	65	account	account	VERB
bae-3224	243	66	for	for	ADP
bae-3224	243	67	86	86	NUM
bae-3224	243	68	%	%	NOUN
bae-3224	243	69	of	of	ADP
bae-3224	243	70	the	the	DET
bae-3224	243	71	total	total	ADJ
bae-3224	243	72	variance	variance	NOUN
bae-3224	243	73	term	term	NOUN
bae-3224	243	74	,	,	PUNCT
bae-3224	243	75	implying	imply	VERB
bae-3224	243	76	that	that	SCONJ
bae-3224	243	77	the	the	DET
bae-3224	243	78	bulk	bulk	NOUN
bae-3224	243	79	of	of	ADP
bae-3224	243	80	the	the	DET
bae-3224	243	81	variation	variation	NOUN
bae-3224	243	82	in	in	ADP
bae-3224	243	83	production	production	NOUN
bae-3224	243	84	not	not	PART
bae-3224	243	85	accounted	account	VERB
bae-3224	243	86	for	for	ADP
bae-3224	243	87	by	by	ADP
bae-3224	243	88	physical	physical	ADJ
bae-3224	243	89	factors	factor	NOUN
bae-3224	243	90	is	be	AUX
bae-3224	243	91	attributed	attribute	VERB
bae-3224	243	92	to	to	ADP
bae-3224	243	93	inefficiencies	inefficiency	NOUN
bae-3224	243	94	rather	rather	ADV
bae-3224	243	95	than	than	ADP
bae-3224	243	96	random	random	ADJ
bae-3224	243	97	shocks	shock	NOUN
bae-3224	243	98	(	(	PUNCT
bae-3224	243	99	i.e.	i.e.	X
bae-3224	243	100	,	,	PUNCT
bae-3224	243	101	what	what	PRON
bae-3224	243	102	pascoe	pascoe	NOUN
bae-3224	243	103	and	and	CCONJ
bae-3224	243	104	coglan	coglan	NOUN
bae-3224	243	105	,	,	PUNCT
bae-3224	243	106	2002	2002	NUM
bae-3224	243	107	,	,	PUNCT
bae-3224	243	108	refer	refer	VERB
bae-3224	243	109	to	to	ADP
bae-3224	243	110	as	as	ADP
bae-3224	243	111	luck	luck	NOUN
bae-3224	243	112	)	)	PUNCT
bae-3224	243	113	.	.	PUNCT
bae-3224	244	1	for	for	ADP
bae-3224	244	2	the	the	DET
bae-3224	244	3	restricted	restricted	ADJ
bae-3224	244	4	model	model	NOUN
bae-3224	244	5	,	,	PUNCT
bae-3224	244	6	where	where	SCONJ
bae-3224	244	7	farm	farm	NOUN
bae-3224	244	8	size	size	NOUN
bae-3224	244	9	is	be	AUX
bae-3224	244	10	dropped	drop	VERB
bae-3224	244	11	from	from	ADP
bae-3224	244	12	the	the	DET
bae-3224	244	13	z	z	PROPN
bae-3224	244	14	vector	vector	NOUN
bae-3224	244	15	,	,	PUNCT
bae-3224	244	16	inefficiencies	inefficiency	NOUN
bae-3224	244	17	account	account	VERB
bae-3224	244	18	for	for	ADP
bae-3224	244	19	only	only	ADV
bae-3224	244	20	73	73	NUM
bae-3224	244	21	%	%	NOUN
bae-3224	244	22	of	of	ADP
bae-3224	244	23	the	the	DET
bae-3224	244	24	total	total	ADJ
bae-3224	244	25	variance	variance	NOUN
bae-3224	244	26	term	term	NOUN
bae-3224	244	27	.	.	PUNCT
bae-3224	245	1	we	we	PRON
bae-3224	245	2	therefore	therefore	ADV
bae-3224	245	3	conclude	conclude	VERB
bae-3224	245	4	that	that	SCONJ
bae-3224	245	5	variations	variation	NOUN
bae-3224	245	6	in	in	ADP
bae-3224	245	7	production	production	NOUN
bae-3224	245	8	not	not	PART
bae-3224	245	9	accounted	account	VERB
bae-3224	245	10	for	for	ADP
bae-3224	245	11	by	by	ADP
bae-3224	245	12	inputs	input	NOUN
bae-3224	245	13	are	be	AUX
bae-3224	245	14	attributable	attributable	ADJ
bae-3224	245	15	to	to	ADP
bae-3224	245	16	random	random	ADJ
bae-3224	245	17	shocks	shock	NOUN
bae-3224	245	18	for	for	ADP
bae-3224	245	19	14	14	NUM
bae-3224	245	20	%	%	NOUN
bae-3224	245	21	;	;	PUNCT
bae-3224	245	22	farm	farm	NOUN
bae-3224	245	23	size	size	NOUN
bae-3224	245	24	for	for	ADP
bae-3224	245	25	13	13	NUM
bae-3224	245	26	%	%	NOUN
bae-3224	245	27	;	;	PUNCT
bae-3224	245	28	and	and	CCONJ
bae-3224	245	29	unexplained	unexplained	ADJ
bae-3224	245	30	inefficiencies	inefficiency	NOUN
bae-3224	245	31	for	for	ADP
bae-3224	245	32	73	73	NUM
bae-3224	245	33	%	%	NOUN
bae-3224	245	34	.	.	PUNCT
bae-3224	246	1	this	this	PRON
bae-3224	246	2	implies	imply	VERB
bae-3224	246	3	that	that	SCONJ
bae-3224	246	4	the	the	DET
bae-3224	246	5	ir	ir	NOUN
bae-3224	246	6	,	,	PUNCT
bae-3224	246	7	although	although	SCONJ
bae-3224	246	8	statistically	statistically	ADV
bae-3224	246	9	significant	significant	ADJ
bae-3224	246	10	,	,	PUNCT
bae-3224	246	11	appears	appear	VERB
bae-3224	246	12	to	to	PART
bae-3224	246	13	be	be	AUX
bae-3224	246	14	of	of	ADP
bae-3224	246	15	only	only	ADV
bae-3224	246	16	limited	limited	ADJ
bae-3224	246	17	quantitative	quantitative	ADJ
bae-3224	246	18	importance	importance	NOUN
bae-3224	246	19	.	.	PUNCT
bae-3224	247	1	next	next	ADV
bae-3224	247	2	,	,	PUNCT
bae-3224	247	3	we	we	PRON
bae-3224	247	4	compute	compute	VERB
bae-3224	247	5	the	the	DET
bae-3224	247	6	efficiency	efficiency	NOUN
bae-3224	247	7	elasticity	elasticity	NOUN
bae-3224	247	8	of	of	ADP
bae-3224	247	9	farm	farm	NOUN
bae-3224	247	10	size	size	NOUN
bae-3224	247	11	corresponding	correspond	VERB
bae-3224	247	12	to	to	ADP
bae-3224	247	13	equation	equation	NOUN
bae-3224	247	14	(	(	PUNCT
bae-3224	247	15	13	13	NUM
bae-3224	247	16	)	)	PUNCT
bae-3224	247	17	and	and	CCONJ
bae-3224	247	18	obtain	obtain	VERB
bae-3224	247	19	a	a	DET
bae-3224	247	20	value	value	NOUN
bae-3224	247	21	of	of	ADP
bae-3224	247	22	-0.137	-0.137	NOUN
bae-3224	247	23	at	at	ADP
bae-3224	247	24	the	the	DET
bae-3224	247	25	sample	sample	NOUN
bae-3224	247	26	mean	mean	VERB
bae-3224	247	27	.	.	PUNCT
bae-3224	248	1	this	this	PRON
bae-3224	248	2	indicates	indicate	VERB
bae-3224	248	3	that	that	SCONJ
bae-3224	248	4	a	a	DET
bae-3224	248	5	10	10	NUM
bae-3224	248	6	%	%	NOUN
bae-3224	248	7	increase	increase	NOUN
bae-3224	248	8	in	in	ADP
bae-3224	248	9	farm	farm	NOUN
bae-3224	248	10	size	size	NOUN
bae-3224	248	11	decreases	decrease	VERB
bae-3224	248	12	the	the	DET
bae-3224	248	13	level	level	NOUN
bae-3224	248	14	of	of	ADP
bae-3224	248	15	farm	farm	NOUN
bae-3224	248	16	-	-	PUNCT
bae-3224	248	17	level	level	NOUN
bae-3224	248	18	efficiency	efficiency	NOUN
bae-3224	248	19	by	by	ADP
bae-3224	248	20	a	a	DET
bae-3224	248	21	modest	modest	ADJ
bae-3224	248	22	1.4	1.4	NUM
bae-3224	248	23	%	%	NOUN
bae-3224	248	24	for	for	ADP
bae-3224	248	25	the	the	DET
bae-3224	248	26	average	average	ADJ
bae-3224	248	27	farm	farm	NOUN
bae-3224	248	28	and	and	CCONJ
bae-3224	248	29	confirms	confirm	VERB
bae-3224	248	30	the	the	DET
bae-3224	248	31	previous	previous	ADJ
bae-3224	248	32	result	result	NOUN
bae-3224	248	33	of	of	ADP
bae-3224	248	34	an	an	DET
bae-3224	248	35	ir	ir	NOUN
bae-3224	248	36	of	of	ADP
bae-3224	248	37	only	only	ADJ
bae-3224	248	38	limited	limited	ADJ
bae-3224	248	39	strength	strength	NOUN
bae-3224	248	40	.	.	PUNCT
bae-3224	249	1	when	when	SCONJ
bae-3224	249	2	farm	farm	NOUN
bae-3224	249	3	-	-	PUNCT
bae-3224	249	4	level	level	NOUN
bae-3224	249	5	efficiency	efficiency	NOUN
bae-3224	249	6	is	be	AUX
bae-3224	249	7	predicted	predict	VERB
bae-3224	249	8	by	by	ADP
bae-3224	249	9	the	the	DET
bae-3224	249	10	mode	mode	NOUN
bae-3224	249	11	of	of	ADP
bae-3224	249	12	the	the	DET
bae-3224	249	13	distribution	distribution	NOUN
bae-3224	249	14	of	of	ADP
bae-3224	249	15	u	u	NOUN
bae-3224	249	16	given	give	VERB
bae-3224	249	17	e	e	NOUN
bae-3224	249	18	,	,	PUNCT
bae-3224	249	19	the	the	DET
bae-3224	249	20	efficiency	efficiency	NOUN
bae-3224	249	21	elasticity	elasticity	NOUN
bae-3224	249	22	at	at	ADP
bae-3224	249	23	the	the	DET
bae-3224	249	24	sample	sample	NOUN
bae-3224	249	25	mean	mean	NOUN
bae-3224	249	26	takes	take	VERB
bae-3224	249	27	the	the	DET
bae-3224	249	28	same	same	ADJ
bae-3224	249	29	value	value	NOUN
bae-3224	249	30	at	at	ADP
bae-3224	249	31	the	the	DET
bae-3224	249	32	three	three	NUM
bae-3224	249	33	-	-	PUNCT
bae-3224	249	34	digit	digit	NOUN
bae-3224	249	35	level	level	NOUN
bae-3224	249	36	.	.	PUNCT
bae-3224	250	1	the	the	DET
bae-3224	250	2	results	result	NOUN
bae-3224	250	3	are	be	AUX
bae-3224	250	4	therefore	therefore	ADV
bae-3224	250	5	robust	robust	ADJ
bae-3224	250	6	to	to	ADP
bae-3224	250	7	the	the	DET
bae-3224	250	8	choice	choice	NOUN
bae-3224	250	9	of	of	ADP
bae-3224	250	10	predictor	predictor	NOUN
bae-3224	250	11	used	use	VERB
bae-3224	250	12	to	to	PART
bae-3224	250	13	infer	infer	VERB
bae-3224	250	14	farm	farm	NOUN
bae-3224	250	15	-	-	PUNCT
bae-3224	250	16	level	level	NOUN
bae-3224	250	17	efficiency	efficiency	NOUN
bae-3224	250	18	scores	score	NOUN
bae-3224	250	19	.	.	PUNCT
bae-3224	251	1	from	from	ADP
bae-3224	251	2	a	a	DET
bae-3224	251	3	methodological	methodological	ADJ
bae-3224	251	4	point	point	NOUN
bae-3224	251	5	of	of	ADP
bae-3224	251	6	view	view	NOUN
bae-3224	251	7	,	,	PUNCT
bae-3224	251	8	it	it	PRON
bae-3224	251	9	is	be	AUX
bae-3224	251	10	also	also	ADV
bae-3224	251	11	interesting	interesting	ADJ
bae-3224	251	12	to	to	PART
bae-3224	251	13	compare	compare	VERB
bae-3224	251	14	our	our	PRON
bae-3224	251	15	results	result	NOUN
bae-3224	251	16	to	to	ADP
bae-3224	251	17	those	those	PRON
bae-3224	251	18	obtained	obtain	VERB
bae-3224	251	19	by	by	ADP
bae-3224	251	20	application	application	NOUN
bae-3224	251	21	of	of	ADP
bae-3224	251	22	the	the	DET
bae-3224	251	23	procedure	procedure	NOUN
bae-3224	251	24	suggested	suggest	VERB
bae-3224	251	25	by	by	ADP
bae-3224	251	26	pascoe	pascoe	NOUN
bae-3224	251	27	and	and	CCONJ
bae-3224	251	28	coglan	coglan	NOUN
bae-3224	251	29	(	(	PUNCT
bae-3224	251	30	2002	2002	NUM
bae-3224	251	31	)	)	PUNCT
bae-3224	251	32	to	to	PART
bae-3224	251	33	quantify	quantify	VERB
bae-3224	251	34	the	the	DET
bae-3224	251	35	explanatory	explanatory	ADJ
bae-3224	251	36	power	power	NOUN
bae-3224	251	37	of	of	ADP
bae-3224	251	38	the	the	DET
bae-3224	251	39	inefficiency	inefficiency	NOUN
bae-3224	251	40	effect	effect	NOUN
bae-3224	251	41	variables	variable	NOUN
bae-3224	251	42	.	.	PUNCT
bae-3224	252	1	when	when	SCONJ
bae-3224	252	2	regressing	regress	VERB
bae-3224	252	3	by	by	ADP
bae-3224	252	4	ols	ol	NOUN
bae-3224	252	5	the	the	DET
bae-3224	252	6	predicted	predict	VERB
bae-3224	252	7	efficiency	efficiency	NOUN
bae-3224	252	8	scores	score	NOUN
bae-3224	252	9	against	against	ADP
bae-3224	252	10	the	the	DET
bae-3224	252	11	logarithm	logarithm	NOUN
bae-3224	252	12	of	of	ADP
bae-3224	252	13	farm	farm	NOUN
bae-3224	252	14	size	size	NOUN
bae-3224	252	15	,	,	PUNCT
bae-3224	252	16	we	we	PRON
bae-3224	252	17	obtain	obtain	VERB
bae-3224	252	18	results	result	NOUN
bae-3224	252	19	that	that	PRON
bae-3224	252	20	are	be	AUX
bae-3224	252	21	simply	simply	ADV
bae-3224	252	22	inconsistent	inconsistent	ADJ
bae-3224	252	23	with	with	ADP
bae-3224	252	24	the	the	DET
bae-3224	252	25	first	first	ADJ
bae-3224	252	26	-	-	PUNCT
bae-3224	252	27	stage	stage	NOUN
bae-3224	252	28	maximum	maximum	ADJ
bae-3224	252	29	-	-	PUNCT
bae-3224	252	30	likelihood	likelihood	NOUN
bae-3224	252	31	estimation	estimation	NOUN
bae-3224	252	32	.	.	PUNCT
bae-3224	253	1	the	the	DET
bae-3224	253	2	estimated	estimate	VERB
bae-3224	253	3	efficiency	efficiency	NOUN
bae-3224	253	4	elasticity	elasticity	NOUN
bae-3224	253	5	of	of	ADP
bae-3224	253	6	farm	farm	NOUN
bae-3224	253	7	size	size	NOUN
bae-3224	253	8	at	at	ADP
bae-3224	253	9	the	the	DET
bae-3224	253	10	sample	sample	NOUN
bae-3224	253	11	mean	mean	VERB
bae-3224	253	12	is	be	AUX
bae-3224	253	13	0.24	0.24	NUM
bae-3224	253	14	,	,	PUNCT
bae-3224	253	15	with	with	ADP
bae-3224	253	16	a	a	DET
bae-3224	253	17	t	t	NOUN
bae-3224	253	18	-	-	PUNCT
bae-3224	253	19	ratio	ratio	NOUN
bae-3224	253	20	of	of	ADP
bae-3224	253	21	3.52	3.52	NUM
bae-3224	253	22	,	,	PUNCT
bae-3224	253	23	and	and	CCONJ
bae-3224	253	24	the	the	DET
bae-3224	253	25	r	r	NOUN
bae-3224	253	26	-	-	PUNCT
bae-3224	253	27	squared	square	VERB
bae-3224	253	28	for	for	ADP
bae-3224	253	29	this	this	DET
bae-3224	253	30	regression	regression	NOUN
bae-3224	253	31	is	be	AUX
bae-3224	253	32	only	only	ADV
bae-3224	253	33	9	9	NUM
bae-3224	253	34	%	%	NOUN
bae-3224	253	35	.	.	PUNCT
bae-3224	254	1	clearly	clearly	ADV
bae-3224	254	2	,	,	PUNCT
bae-3224	254	3	the	the	DET
bae-3224	254	4	sign	sign	NOUN
bae-3224	254	5	of	of	ADP
bae-3224	254	6	the	the	DET
bae-3224	254	7	elasticity	elasticity	NOUN
bae-3224	254	8	is	be	AUX
bae-3224	254	9	inconsistent	inconsistent	ADJ
bae-3224	254	10	with	with	ADP
bae-3224	254	11	that	that	PRON
bae-3224	254	12	of	of	ADP
bae-3224	254	13	parameter	parameter	NOUN
bae-3224	254	14	δa	δa	X
bae-3224	254	15	in	in	ADP
bae-3224	254	16	table	table	NOUN
bae-3224	254	17	4	4	NUM
bae-3224	254	18	.	.	PUNCT
bae-3224	255	1	furthermore	furthermore	ADV
bae-3224	255	2	,	,	PUNCT
bae-3224	255	3	these	these	DET
bae-3224	255	4	results	result	NOUN
bae-3224	255	5	suggest	suggest	VERB
bae-3224	255	6	that	that	SCONJ
bae-3224	255	7	farm	farm	NOUN
bae-3224	255	8	size	size	NOUN
bae-3224	255	9	explains	explain	VERB
bae-3224	255	10	only	only	ADV
bae-3224	255	11	7.7	7.7	NUM
bae-3224	255	12	%	%	NOUN
bae-3224	255	13	(=	(=	NOUN
bae-3224	255	14	0.09	0.09	NUM
bae-3224	255	15	*	*	NUM
bae-3224	255	16	0.86	0.86	NUM
bae-3224	255	17	)	)	PUNCT
bae-3224	255	18	of	of	ADP
bae-3224	255	19	the	the	DET
bae-3224	255	20	variation	variation	NOUN
bae-3224	255	21	in	in	ADP
bae-3224	255	22	outputs	output	NOUN
bae-3224	255	23	not	not	PART
bae-3224	255	24	accounted	account	VERB
bae-3224	255	25	for	for	ADP
bae-3224	255	26	by	by	ADP
bae-3224	255	27	physical	physical	ADJ
bae-3224	255	28	inputs	input	NOUN
bae-3224	255	29	,	,	PUNCT
bae-3224	255	30	while	while	SCONJ
bae-3224	255	31	we	we	PRON
bae-3224	255	32	find	find	VERB
bae-3224	255	33	a	a	DET
bae-3224	255	34	value	value	NOUN
bae-3224	255	35	almost	almost	ADV
bae-3224	255	36	twice	twice	ADV
bae-3224	255	37	as	as	ADV
bae-3224	255	38	large	large	ADJ
bae-3224	255	39	.	.	PUNCT
bae-3224	256	1	hence	hence	ADV
bae-3224	256	2	,	,	PUNCT
bae-3224	256	3	we	we	PRON
bae-3224	256	4	conclude	conclude	VERB
bae-3224	256	5	that	that	SCONJ
bae-3224	256	6	this	this	DET
bae-3224	256	7	procedure	procedure	NOUN
bae-3224	256	8	,	,	PUNCT
bae-3224	256	9	which	which	PRON
bae-3224	256	10	is	be	AUX
bae-3224	256	11	not	not	PART
bae-3224	256	12	consistent	consistent	ADJ
bae-3224	256	13	with	with	ADP
bae-3224	256	14	the	the	DET
bae-3224	256	15	underlying	underlie	VERB
bae-3224	256	16	model	model	NOUN
bae-3224	256	17	of	of	ADP
bae-3224	256	18	efficiency	efficiency	NOUN
bae-3224	256	19	measurement	measurement	NOUN
bae-3224	256	20	,	,	PUNCT
bae-3224	256	21	can	can	AUX
bae-3224	256	22	lead	lead	VERB
bae-3224	256	23	to	to	ADP
bae-3224	256	24	erroneous	erroneous	ADJ
bae-3224	256	25	conclusions	conclusion	NOUN
bae-3224	256	26	regarding	regard	VERB
bae-3224	256	27	both	both	CCONJ
bae-3224	256	28	the	the	DET
bae-3224	256	29	direction	direction	NOUN
bae-3224	256	30	and	and	CCONJ
bae-3224	256	31	the	the	DET
bae-3224	256	32	strength	strength	NOUN
bae-3224	256	33	of	of	ADP
bae-3224	256	34	the	the	DET
bae-3224	256	35	relationship	relationship	NOUN
bae-3224	256	36	between	between	ADP
bae-3224	256	37	inefficiency	inefficiency	NOUN
bae-3224	256	38	effect	effect	NOUN
bae-3224	256	39	variables	variable	NOUN
bae-3224	256	40	and	and	CCONJ
bae-3224	256	41	efficiency	efficiency	NOUN
bae-3224	256	42	scores	score	NOUN
bae-3224	256	43	.	.	PUNCT
bae-3224	257	1	we	we	PRON
bae-3224	257	2	therefore	therefore	ADV
bae-3224	257	3	believe	believe	VERB
bae-3224	257	4	that	that	SCONJ
bae-3224	257	5	our	our	PRON
bae-3224	257	6	methodological	methodological	ADJ
bae-3224	257	7	contribution	contribution	NOUN
bae-3224	257	8	is	be	AUX
bae-3224	257	9	important	important	ADJ
bae-3224	257	10	in	in	ADP
bae-3224	257	11	deriving	derive	VERB
bae-3224	257	12	the	the	DET
bae-3224	257	13	policy	policy	NOUN
bae-3224	257	14	implications	implication	NOUN
bae-3224	257	15	of	of	ADP
bae-3224	257	16	the	the	DET
bae-3224	257	17	popular	popular	ADJ
bae-3224	257	18	battese	battese	NOUN
bae-3224	257	19	and	and	CCONJ
bae-3224	257	20	coelli	coelli	PROPN
bae-3224	257	21	(	(	PUNCT
bae-3224	257	22	1995	1995	NUM
bae-3224	257	23	)	)	PUNCT
bae-3224	257	24	model	model	NOUN
bae-3224	257	25	.	.	PUNCT
bae-3224	258	1	finally	finally	ADV
bae-3224	258	2	,	,	PUNCT
bae-3224	258	3	we	we	PRON
bae-3224	258	4	simulate	simulate	VERB
bae-3224	258	5	the	the	DET
bae-3224	258	6	production	production	NOUN
bae-3224	258	7	effect	effect	NOUN
bae-3224	258	8	of	of	ADP
bae-3224	258	9	applying	apply	VERB
bae-3224	258	10	the	the	DET
bae-3224	258	11	comprehensive	comprehensive	ADJ
bae-3224	258	12	agrarian	agrarian	ADJ
bae-3224	258	13	reform	reform	NOUN
bae-3224	258	14	law	law	NOUN
bae-3224	258	15	,	,	PUNCT
bae-3224	258	16	with	with	ADP
bae-3224	258	17	its	its	PRON
bae-3224	258	18	five	five	NUM
bae-3224	258	19	hectare	hectare	NOUN
bae-3224	258	20	retention	retention	NOUN
bae-3224	258	21	limit	limit	NOUN
bae-3224	258	22	,	,	PUNCT
bae-3224	258	23	to	to	PART
bae-3224	258	24	fish	fish	VERB
bae-3224	258	25	ponds	pond	NOUN
bae-3224	258	26	.	.	PUNCT
bae-3224	259	1	this	this	PRON
bae-3224	259	2	is	be	AUX
bae-3224	259	3	done	do	VERB
bae-3224	259	4	by	by	ADP
bae-3224	259	5	considering	consider	VERB
bae-3224	259	6	that	that	SCONJ
bae-3224	259	7	large	large	ADJ
bae-3224	259	8	farms	farm	NOUN
bae-3224	259	9	are	be	AUX
bae-3224	259	10	broken	break	VERB
bae-3224	259	11	done	do	VERB
bae-3224	259	12	into	into	ADP
bae-3224	259	13	units	unit	NOUN
bae-3224	259	14	of	of	ADP
bae-3224	259	15	five	five	NUM
bae-3224	259	16	hectares	hectare	NOUN
bae-3224	259	17	,	,	PUNCT
bae-3224	259	18	while	while	SCONJ
bae-3224	259	19	farms	farm	NOUN
bae-3224	259	20	smaller	small	ADJ
bae-3224	259	21	than	than	ADP
bae-3224	259	22	the	the	DET
bae-3224	259	23	limit	limit	NOUN
bae-3224	259	24	are	be	AUX
bae-3224	259	25	not	not	PART
bae-3224	259	26	affected	affect	VERB
bae-3224	259	27	.	.	PUNCT
bae-3224	260	1	we	we	PRON
bae-3224	260	2	compute	compute	VERB
bae-3224	260	3	the	the	DET
bae-3224	260	4	adjustment	adjustment	NOUN
bae-3224	260	5	in	in	ADP
bae-3224	260	6	efficiency	efficiency	NOUN
bae-3224	260	7	for	for	ADP
bae-3224	260	8	each	each	DET
bae-3224	260	9	farm	farm	NOUN
bae-3224	260	10	via	via	ADP
bae-3224	260	11	equations	equation	NOUN
bae-3224	260	12	(	(	PUNCT
bae-3224	260	13	8	8	NUM
bae-3224	260	14	-	-	SYM
bae-3224	260	15	10	10	NUM
bae-3224	260	16	)	)	PUNCT
bae-3224	260	17	,	,	PUNCT
bae-3224	260	18	and	and	CCONJ
bae-3224	260	19	the	the	DET
bae-3224	260	20	production	production	NOUN
bae-3224	260	21	effect	effect	NOUN
bae-3224	260	22	is	be	AUX
bae-3224	260	23	found	find	VERB
bae-3224	260	24	by	by	ADP
bae-3224	260	25	multiplying	multiply	VERB
bae-3224	260	26	the	the	DET
bae-3224	260	27	change	change	NOUN
bae-3224	260	28	in	in	ADP
bae-3224	260	29	efficiency	efficiency	NOUN
bae-3224	260	30	by	by	ADP
bae-3224	260	31	observed	observed	ADJ
bae-3224	260	32	production	production	NOUN
bae-3224	260	33	.	.	PUNCT
bae-3224	261	1	in	in	ADP
bae-3224	261	2	accordance	accordance	NOUN
bae-3224	261	3	with	with	ADP
bae-3224	261	4	the	the	DET
bae-3224	261	5	previous	previous	ADJ
bae-3224	261	6	results	result	NOUN
bae-3224	261	7	,	,	PUNCT
bae-3224	261	8	we	we	PRON
bae-3224	261	9	find	find	VERB
bae-3224	261	10	that	that	SCONJ
bae-3224	261	11	this	this	DET
bae-3224	261	12	hypothetical	hypothetical	ADJ
bae-3224	261	13	land	land	NOUN
bae-3224	261	14	reform	reform	NOUN
bae-3224	261	15	would	would	AUX
bae-3224	261	16	increase	increase	VERB
bae-3224	261	17	production	production	NOUN
bae-3224	261	18	of	of	ADP
bae-3224	261	19	the	the	DET
bae-3224	261	20	sample	sample	NOUN
bae-3224	261	21	farms	farm	NOUN
bae-3224	261	22	only	only	ADV
bae-3224	261	23	marginally	marginally	ADV
bae-3224	261	24	(	(	PUNCT
bae-3224	261	25	3.5	3.5	NUM
bae-3224	261	26	%	%	NOUN
bae-3224	261	27	for	for	ADP
bae-3224	261	28	prawns	prawn	NOUN
bae-3224	261	29	,	,	PUNCT
bae-3224	261	30	2.5	2.5	NUM
bae-3224	261	31	%	%	NOUN
bae-3224	261	32	for	for	ADP
bae-3224	261	33	milkfish	milkfish	ADJ
bae-3224	261	34	,	,	PUNCT
bae-3224	261	35	2.3	2.3	NUM
bae-3224	261	36	%	%	NOUN
bae-3224	261	37	for	for	ADP
bae-3224	261	38	crabs	crab	NOUN
bae-3224	261	39	and	and	CCONJ
bae-3224	261	40	3.4	3.4	NUM
bae-3224	261	41	%	%	NOUN
bae-3224	261	42	for	for	ADP
bae-3224	261	43	tilapia	tilapia	NOUN
bae-3224	261	44	)	)	PUNCT
bae-3224	261	45	.	.	PUNCT
bae-3224	262	1	5	5	X
bae-3224	262	2	.	.	X
bae-3224	262	3	discussion	discussion	NOUN
bae-3224	262	4	and	and	CCONJ
bae-3224	262	5	conclusion	conclusion	NOUN
bae-3224	262	6	this	this	DET
bae-3224	262	7	paper	paper	NOUN
bae-3224	262	8	uses	use	VERB
bae-3224	262	9	a	a	DET
bae-3224	262	10	stochastic	stochastic	ADJ
bae-3224	262	11	ray	ray	NOUN
bae-3224	262	12	production	production	NOUN
bae-3224	262	13	function	function	NOUN
bae-3224	262	14	in	in	ADP
bae-3224	262	15	order	order	NOUN
bae-3224	262	16	to	to	PART
bae-3224	262	17	investigate	investigate	VERB
bae-3224	262	18	a	a	DET
bae-3224	262	19	potential	potential	ADJ
bae-3224	262	20	inverse	inverse	NOUN
bae-3224	262	21	relationship	relationship	NOUN
bae-3224	262	22	in	in	ADP
bae-3224	262	23	philippine	philippine	ADJ
bae-3224	262	24	brackishwater	brackishwater	NOUN
bae-3224	262	25	aquaculture	aquaculture	NOUN
bae-3224	262	26	,	,	PUNCT
bae-3224	262	27	based	base	VERB
bae-3224	262	28	on	on	ADP
bae-3224	262	29	a	a	DET
bae-3224	262	30	cross	cross	NOUN
bae-3224	262	31	-	-	NOUN
bae-3224	262	32	section	section	NOUN
bae-3224	262	33	of	of	ADP
bae-3224	262	34	127	127	NUM
bae-3224	262	35	farms	farm	NOUN
bae-3224	262	36	.	.	PUNCT
bae-3224	263	1	the	the	DET
bae-3224	263	2	estimated	estimate	VERB
bae-3224	263	3	multi	multi	ADJ
bae-3224	263	4	-	-	ADJ
bae-3224	263	5	product	product	ADJ
bae-3224	263	6	technology	technology	NOUN
bae-3224	263	7	is	be	AUX
bae-3224	263	8	not	not	PART
bae-3224	263	9	separable	separable	ADJ
bae-3224	263	10	in	in	ADP
bae-3224	263	11	inputs	input	NOUN
bae-3224	263	12	and	and	CCONJ
bae-3224	263	13	outputs	output	NOUN
bae-3224	263	14	,	,	PUNCT
bae-3224	263	15	implying	imply	VERB
bae-3224	263	16	that	that	SCONJ
bae-3224	263	17	our	our	PRON
bae-3224	263	18	approach	approach	NOUN
bae-3224	263	19	is	be	AUX
bae-3224	263	20	superior	superior	ADJ
bae-3224	263	21	to	to	ADP
bae-3224	263	22	the	the	DET
bae-3224	263	23	estimation	estimation	NOUN
bae-3224	263	24	of	of	ADP
bae-3224	263	25	a	a	DET
bae-3224	263	26	stochastic	stochastic	ADJ
bae-3224	263	27	production	production	NOUN
bae-3224	263	28	193efficiency	193efficiency	PROPN
bae-3224	263	29	and	and	CCONJ
bae-3224	263	30	farm	farm	NOUN
bae-3224	263	31	size	size	NOUN
bae-3224	263	32	in	in	ADP
bae-3224	263	33	philippine	philippine	ADJ
bae-3224	263	34	aquaculture	aquaculture	NOUN
bae-3224	263	35	function	function	NOUN
bae-3224	263	36	,	,	PUNCT
bae-3224	263	37	which	which	PRON
bae-3224	263	38	requires	require	VERB
bae-3224	263	39	the	the	DET
bae-3224	263	40	aggregation	aggregation	NOUN
bae-3224	263	41	of	of	ADP
bae-3224	263	42	outputs	output	NOUN
bae-3224	263	43	into	into	ADP
bae-3224	263	44	a	a	DET
bae-3224	263	45	single	single	ADJ
bae-3224	263	46	index	index	NOUN
bae-3224	263	47	.	.	PUNCT
bae-3224	264	1	returns	return	NOUN
bae-3224	264	2	to	to	PART
bae-3224	264	3	scale	scale	NOUN
bae-3224	264	4	are	be	AUX
bae-3224	264	5	slightly	slightly	ADV
bae-3224	264	6	decreasing	decrease	VERB
bae-3224	264	7	at	at	ADP
bae-3224	264	8	the	the	DET
bae-3224	264	9	sample	sample	NOUN
bae-3224	264	10	mean	mean	NOUN
bae-3224	265	1	but	but	CCONJ
bae-3224	265	2	the	the	DET
bae-3224	265	3	crs	crs	PROPN
bae-3224	265	4	hypothesis	hypothesis	NOUN
bae-3224	265	5	can	can	AUX
bae-3224	265	6	not	not	PART
bae-3224	265	7	be	be	AUX
bae-3224	265	8	rejected	reject	VERB
bae-3224	265	9	.	.	PUNCT
bae-3224	266	1	the	the	DET
bae-3224	266	2	distribution	distribution	NOUN
bae-3224	266	3	of	of	ADP
bae-3224	266	4	efficiency	efficiency	NOUN
bae-3224	266	5	scores	score	NOUN
bae-3224	266	6	is	be	AUX
bae-3224	266	7	spread	spread	VERB
bae-3224	266	8	out	out	ADP
bae-3224	266	9	over	over	ADP
bae-3224	266	10	the	the	DET
bae-3224	266	11	whole	whole	ADJ
bae-3224	266	12	possible	possible	ADJ
bae-3224	266	13	range	range	NOUN
bae-3224	266	14	with	with	ADP
bae-3224	266	15	an	an	DET
bae-3224	266	16	average	average	ADJ
bae-3224	266	17	value	value	NOUN
bae-3224	266	18	of	of	ADP
bae-3224	266	19	0.37	0.37	NUM
bae-3224	266	20	,	,	PUNCT
bae-3224	266	21	which	which	PRON
bae-3224	266	22	is	be	AUX
bae-3224	266	23	extremely	extremely	ADV
bae-3224	266	24	low	low	ADJ
bae-3224	266	25	.	.	PUNCT
bae-3224	267	1	large	large	ADJ
bae-3224	267	2	potential	potential	ADJ
bae-3224	267	3	productivity	productivity	NOUN
bae-3224	267	4	gains	gain	NOUN
bae-3224	267	5	are	be	AUX
bae-3224	267	6	therefore	therefore	ADV
bae-3224	267	7	achievable	achievable	ADJ
bae-3224	267	8	in	in	ADP
bae-3224	267	9	the	the	DET
bae-3224	267	10	study	study	NOUN
bae-3224	267	11	area	area	NOUN
bae-3224	267	12	,	,	PUNCT
bae-3224	267	13	without	without	ADP
bae-3224	267	14	any	any	DET
bae-3224	267	15	change	change	NOUN
bae-3224	267	16	in	in	ADP
bae-3224	267	17	the	the	DET
bae-3224	267	18	technology	technology	NOUN
bae-3224	267	19	,	,	PUNCT
bae-3224	267	20	output	output	NOUN
bae-3224	267	21	mix	mix	NOUN
bae-3224	267	22	or	or	CCONJ
bae-3224	267	23	input	input	NOUN
bae-3224	267	24	combination	combination	NOUN
bae-3224	267	25	.	.	PUNCT
bae-3224	268	1	is	be	AUX
bae-3224	268	2	land	land	NOUN
bae-3224	268	3	redistribution	redistribution	NOUN
bae-3224	268	4	or	or	CCONJ
bae-3224	268	5	an	an	DET
bae-3224	268	6	improvement	improvement	NOUN
bae-3224	268	7	in	in	ADP
bae-3224	268	8	the	the	DET
bae-3224	268	9	functioning	functioning	NOUN
bae-3224	268	10	of	of	ADP
bae-3224	268	11	the	the	DET
bae-3224	268	12	land	land	NOUN
bae-3224	268	13	market	market	NOUN
bae-3224	268	14	a	a	DET
bae-3224	268	15	key	key	NOUN
bae-3224	268	16	to	to	ADP
bae-3224	268	17	achieving	achieve	VERB
bae-3224	268	18	these	these	DET
bae-3224	268	19	efficiency	efficiency	NOUN
bae-3224	268	20	gains	gain	NOUN
bae-3224	268	21	?	?	PUNCT
bae-3224	269	1	our	our	PRON
bae-3224	269	2	analysis	analysis	NOUN
bae-3224	269	3	reveals	reveal	VERB
bae-3224	269	4	that	that	SCONJ
bae-3224	269	5	it	it	PRON
bae-3224	269	6	is	be	AUX
bae-3224	269	7	probably	probably	ADV
bae-3224	269	8	not	not	PART
bae-3224	269	9	the	the	DET
bae-3224	269	10	case	case	NOUN
bae-3224	269	11	.	.	PUNCT
bae-3224	270	1	we	we	PRON
bae-3224	270	2	find	find	VERB
bae-3224	270	3	that	that	SCONJ
bae-3224	270	4	there	there	PRON
bae-3224	270	5	clearly	clearly	ADV
bae-3224	270	6	exists	exist	VERB
bae-3224	270	7	a	a	DET
bae-3224	270	8	significant	significant	ADJ
bae-3224	270	9	inverse	inverse	NOUN
bae-3224	270	10	relationship	relationship	NOUN
bae-3224	270	11	between	between	ADP
bae-3224	270	12	farm	farm	NOUN
bae-3224	270	13	size	size	NOUN
bae-3224	270	14	and	and	CCONJ
bae-3224	270	15	productivity	productivity	NOUN
bae-3224	270	16	,	,	PUNCT
bae-3224	270	17	but	but	CCONJ
bae-3224	270	18	that	that	SCONJ
bae-3224	270	19	the	the	DET
bae-3224	270	20	strength	strength	NOUN
bae-3224	270	21	of	of	ADP
bae-3224	270	22	this	this	DET
bae-3224	270	23	relationship	relationship	NOUN
bae-3224	270	24	is	be	AUX
bae-3224	270	25	limited	limited	ADJ
bae-3224	270	26	.	.	PUNCT
bae-3224	271	1	farm	farm	NOUN
bae-3224	271	2	size	size	NOUN
bae-3224	271	3	explains	explain	VERB
bae-3224	271	4	only	only	ADV
bae-3224	271	5	13	13	NUM
bae-3224	271	6	%	%	NOUN
bae-3224	271	7	of	of	ADP
bae-3224	271	8	the	the	DET
bae-3224	271	9	variability	variability	NOUN
bae-3224	271	10	in	in	ADP
bae-3224	271	11	outputs	output	NOUN
bae-3224	271	12	not	not	PART
bae-3224	271	13	accounted	account	VERB
bae-3224	271	14	for	for	ADP
bae-3224	271	15	by	by	ADP
bae-3224	271	16	physical	physical	ADJ
bae-3224	271	17	inputs	input	NOUN
bae-3224	271	18	,	,	PUNCT
bae-3224	271	19	against	against	ADP
bae-3224	271	20	73	73	NUM
bae-3224	271	21	%	%	NOUN
bae-3224	271	22	for	for	ADP
bae-3224	271	23	unidentified	unidentified	ADJ
bae-3224	271	24	factors	factor	NOUN
bae-3224	271	25	,	,	PUNCT
bae-3224	271	26	and	and	CCONJ
bae-3224	271	27	14	14	NUM
bae-3224	271	28	%	%	NOUN
bae-3224	271	29	for	for	ADP
bae-3224	271	30	random	random	ADJ
bae-3224	271	31	shocks	shock	NOUN
bae-3224	271	32	.	.	PUNCT
bae-3224	272	1	the	the	DET
bae-3224	272	2	elasticities	elasticity	NOUN
bae-3224	272	3	that	that	PRON
bae-3224	272	4	we	we	PRON
bae-3224	272	5	derive	derive	VERB
bae-3224	272	6	indicate	indicate	VERB
bae-3224	272	7	that	that	SCONJ
bae-3224	272	8	when	when	SCONJ
bae-3224	272	9	farm	farm	NOUN
bae-3224	272	10	size	size	NOUN
bae-3224	272	11	doubles	double	VERB
bae-3224	272	12	,	,	PUNCT
bae-3224	272	13	efficiency	efficiency	NOUN
bae-3224	272	14	decreases	decrease	NOUN
bae-3224	272	15	by	by	ADP
bae-3224	272	16	14	14	NUM
bae-3224	272	17	%	%	NOUN
bae-3224	272	18	.	.	PUNCT
bae-3224	273	1	while	while	SCONJ
bae-3224	273	2	substantial	substantial	ADJ
bae-3224	273	3	,	,	PUNCT
bae-3224	273	4	that	that	DET
bae-3224	273	5	percentage	percentage	NOUN
bae-3224	273	6	is	be	AUX
bae-3224	273	7	small	small	ADJ
bae-3224	273	8	in	in	ADP
bae-3224	273	9	view	view	NOUN
bae-3224	273	10	of	of	ADP
bae-3224	273	11	the	the	DET
bae-3224	273	12	very	very	ADV
bae-3224	273	13	low	low	ADJ
bae-3224	273	14	average	average	ADJ
bae-3224	273	15	level	level	NOUN
bae-3224	273	16	of	of	ADP
bae-3224	273	17	efficiency	efficiency	NOUN
bae-3224	273	18	in	in	ADP
bae-3224	273	19	the	the	DET
bae-3224	273	20	sample	sample	NOUN
bae-3224	273	21	.	.	PUNCT
bae-3224	274	1	it	it	PRON
bae-3224	274	2	is	be	AUX
bae-3224	274	3	therefore	therefore	ADV
bae-3224	274	4	likely	likely	ADJ
bae-3224	274	5	that	that	SCONJ
bae-3224	274	6	application	application	NOUN
bae-3224	274	7	of	of	ADP
bae-3224	274	8	the	the	DET
bae-3224	274	9	land	land	NOUN
bae-3224	274	10	reform	reform	NOUN
bae-3224	274	11	laws	law	NOUN
bae-3224	274	12	to	to	PART
bae-3224	274	13	brackishwater	brackishwater	VERB
bae-3224	274	14	fish	fish	NOUN
bae-3224	274	15	ponds	pond	NOUN
bae-3224	274	16	,	,	PUNCT
bae-3224	274	17	which	which	PRON
bae-3224	274	18	so	so	ADV
bae-3224	274	19	far	far	ADV
bae-3224	274	20	have	have	VERB
bae-3224	274	21	secured	secure	VERB
bae-3224	274	22	exemptions	exemption	NOUN
bae-3224	274	23	via	via	ADP
bae-3224	274	24	intense	intense	ADJ
bae-3224	274	25	political	political	ADJ
bae-3224	274	26	lobbying	lobbying	NOUN
bae-3224	274	27	by	by	ADP
bae-3224	274	28	the	the	DET
bae-3224	274	29	pond	pond	NOUN
bae-3224	274	30	owners	owner	NOUN
bae-3224	274	31	and	and	CCONJ
bae-3224	274	32	lease	lease	NOUN
bae-3224	274	33	holders	holder	NOUN
bae-3224	274	34	,	,	PUNCT
bae-3224	274	35	does	do	AUX
bae-3224	274	36	not	not	PART
bae-3224	274	37	constitute	constitute	VERB
bae-3224	274	38	a	a	DET
bae-3224	274	39	panacea	panacea	NOUN
bae-3224	274	40	to	to	PART
bae-3224	274	41	unlock	unlock	VERB
bae-3224	274	42	the	the	DET
bae-3224	274	43	productive	productive	ADJ
bae-3224	274	44	potential	potential	NOUN
bae-3224	274	45	of	of	ADP
bae-3224	274	46	these	these	DET
bae-3224	274	47	areas	area	NOUN
bae-3224	274	48	.	.	PUNCT
bae-3224	275	1	there	there	PRON
bae-3224	275	2	might	might	AUX
bae-3224	275	3	be	be	AUX
bae-3224	275	4	legitimate	legitimate	ADJ
bae-3224	275	5	reasons	reason	NOUN
bae-3224	275	6	,	,	PUNCT
bae-3224	275	7	on	on	ADP
bae-3224	275	8	equity	equity	NOUN
bae-3224	275	9	grounds	ground	NOUN
bae-3224	275	10	,	,	PUNCT
bae-3224	275	11	to	to	PART
bae-3224	275	12	call	call	VERB
bae-3224	275	13	for	for	ADP
bae-3224	275	14	the	the	DET
bae-3224	275	15	removal	removal	NOUN
bae-3224	275	16	of	of	ADP
bae-3224	275	17	these	these	DET
bae-3224	275	18	exemptions	exemption	NOUN
bae-3224	275	19	,	,	PUNCT
bae-3224	275	20	but	but	CCONJ
bae-3224	275	21	the	the	DET
bae-3224	275	22	efficiency	efficiency	NOUN
bae-3224	275	23	case	case	NOUN
bae-3224	275	24	for	for	ADP
bae-3224	275	25	this	this	DET
bae-3224	275	26	policy	policy	NOUN
bae-3224	275	27	carries	carry	VERB
bae-3224	275	28	only	only	ADV
bae-3224	275	29	limited	limited	ADJ
bae-3224	275	30	weight	weight	NOUN
bae-3224	275	31	.	.	PUNCT
bae-3224	276	1	we	we	PRON
bae-3224	276	2	know	know	VERB
bae-3224	276	3	that	that	SCONJ
bae-3224	276	4	the	the	DET
bae-3224	276	5	cost	cost	NOUN
bae-3224	276	6	of	of	ADP
bae-3224	276	7	implementing	implement	VERB
bae-3224	276	8	land	land	NOUN
bae-3224	276	9	redistribution	redistribution	NOUN
bae-3224	276	10	programs	program	NOUN
bae-3224	276	11	is	be	AUX
bae-3224	276	12	always	always	ADV
bae-3224	276	13	high	high	ADJ
bae-3224	276	14	,	,	PUNCT
bae-3224	276	15	and	and	CCONJ
bae-3224	276	16	that	that	PRON
bae-3224	276	17	is	be	AUX
bae-3224	276	18	likely	likely	ADJ
bae-3224	276	19	to	to	PART
bae-3224	276	20	be	be	AUX
bae-3224	276	21	particularly	particularly	ADV
bae-3224	276	22	true	true	ADJ
bae-3224	276	23	in	in	ADP
bae-3224	276	24	the	the	DET
bae-3224	276	25	philippines	philippine	NOUN
bae-3224	276	26	where	where	SCONJ
bae-3224	276	27	issues	issue	NOUN
bae-3224	276	28	of	of	ADP
bae-3224	276	29	corruption	corruption	NOUN
bae-3224	276	30	,	,	PUNCT
bae-3224	276	31	weak	weak	ADJ
bae-3224	276	32	law	law	NOUN
bae-3224	276	33	enforcement	enforcement	NOUN
bae-3224	276	34	and	and	CCONJ
bae-3224	276	35	slowmoving	slowmove	VERB
bae-3224	276	36	bureaucracy	bureaucracy	NOUN
bae-3224	276	37	in	in	ADP
bae-3224	276	38	coastal	coastal	ADJ
bae-3224	276	39	areas	area	NOUN
bae-3224	276	40	are	be	AUX
bae-3224	276	41	well	well	ADV
bae-3224	276	42	documented	document	VERB
bae-3224	276	43	(	(	PUNCT
bae-3224	276	44	primavera	primavera	PROPN
bae-3224	276	45	,	,	PUNCT
bae-3224	276	46	2000	2000	NUM
bae-3224	276	47	)	)	PUNCT
bae-3224	276	48	.	.	PUNCT
bae-3224	277	1	although	although	SCONJ
bae-3224	277	2	this	this	PRON
bae-3224	277	3	is	be	AUX
bae-3224	277	4	an	an	DET
bae-3224	277	5	important	important	ADJ
bae-3224	277	6	result	result	NOUN
bae-3224	277	7	for	for	ADP
bae-3224	277	8	policy	policy	NOUN
bae-3224	277	9	formulation	formulation	NOUN
bae-3224	277	10	,	,	PUNCT
bae-3224	277	11	it	it	PRON
bae-3224	277	12	is	be	AUX
bae-3224	277	13	unfortunately	unfortunately	ADV
bae-3224	277	14	a	a	DET
bae-3224	277	15	negative	negative	ADJ
bae-3224	277	16	one	one	NOUN
bae-3224	277	17	as	as	SCONJ
bae-3224	277	18	we	we	PRON
bae-3224	277	19	are	be	AUX
bae-3224	277	20	left	leave	VERB
bae-3224	277	21	with	with	ADP
bae-3224	277	22	the	the	DET
bae-3224	277	23	conclusion	conclusion	NOUN
bae-3224	277	24	that	that	SCONJ
bae-3224	277	25	variations	variation	NOUN
bae-3224	277	26	in	in	ADP
bae-3224	277	27	efficiency	efficiency	NOUN
bae-3224	277	28	relate	relate	VERB
bae-3224	277	29	to	to	ADP
bae-3224	277	30	unexplained	unexplained	ADJ
bae-3224	277	31	factors	factor	NOUN
bae-3224	277	32	.	.	PUNCT
bae-3224	278	1	the	the	DET
bae-3224	278	2	best	good	ADJ
bae-3224	278	3	we	we	PRON
bae-3224	278	4	can	can	AUX
bae-3224	278	5	do	do	VERB
bae-3224	278	6	at	at	ADP
bae-3224	278	7	this	this	DET
bae-3224	278	8	level	level	NOUN
bae-3224	278	9	is	be	AUX
bae-3224	278	10	therefore	therefore	ADV
bae-3224	278	11	to	to	PART
bae-3224	278	12	speculate	speculate	VERB
bae-3224	278	13	on	on	ADP
bae-3224	278	14	the	the	DET
bae-3224	278	15	underlying	underlie	VERB
bae-3224	278	16	reasons	reason	NOUN
bae-3224	278	17	leading	lead	VERB
bae-3224	278	18	to	to	ADP
bae-3224	278	19	the	the	DET
bae-3224	278	20	poor	poor	ADJ
bae-3224	278	21	average	average	ADJ
bae-3224	278	22	technical	technical	ADJ
bae-3224	278	23	performance	performance	NOUN
bae-3224	278	24	of	of	ADP
bae-3224	278	25	the	the	DET
bae-3224	278	26	farms	farm	NOUN
bae-3224	278	27	.	.	PUNCT
bae-3224	279	1	here	here	ADV
bae-3224	279	2	,	,	PUNCT
bae-3224	279	3	we	we	PRON
bae-3224	279	4	believe	believe	VERB
bae-3224	279	5	that	that	SCONJ
bae-3224	279	6	the	the	DET
bae-3224	279	7	lack	lack	NOUN
bae-3224	279	8	of	of	ADP
bae-3224	279	9	r&d	r&d	NOUN
bae-3224	279	10	investment	investment	NOUN
bae-3224	279	11	in	in	ADP
bae-3224	279	12	brackishwater	brackishwater	NOUN
bae-3224	279	13	aquaculture	aquaculture	NOUN
bae-3224	279	14	is	be	AUX
bae-3224	279	15	a	a	DET
bae-3224	279	16	key	key	ADJ
bae-3224	279	17	constraint	constraint	NOUN
bae-3224	279	18	to	to	ADP
bae-3224	279	19	the	the	DET
bae-3224	279	20	production	production	NOUN
bae-3224	279	21	and	and	CCONJ
bae-3224	279	22	productivity	productivity	NOUN
bae-3224	279	23	growth	growth	NOUN
bae-3224	279	24	of	of	ADP
bae-3224	279	25	the	the	DET
bae-3224	279	26	sector	sector	NOUN
bae-3224	279	27	.	.	PUNCT
bae-3224	280	1	even	even	ADV
bae-3224	280	2	aquaculture	aquaculture	NOUN
bae-3224	280	3	specialists	specialist	NOUN
bae-3224	280	4	recognize	recognize	VERB
bae-3224	280	5	the	the	DET
bae-3224	280	6	difficulty	difficulty	NOUN
bae-3224	280	7	of	of	ADP
bae-3224	280	8	managing	manage	VERB
bae-3224	280	9	these	these	DET
bae-3224	280	10	systems	system	NOUN
bae-3224	280	11	,	,	PUNCT
bae-3224	280	12	and	and	CCONJ
bae-3224	280	13	it	it	PRON
bae-3224	280	14	therefore	therefore	ADV
bae-3224	280	15	seems	seem	VERB
bae-3224	280	16	that	that	SCONJ
bae-3224	280	17	there	there	PRON
bae-3224	280	18	is	be	VERB
bae-3224	280	19	a	a	DET
bae-3224	280	20	need	need	NOUN
bae-3224	280	21	to	to	PART
bae-3224	280	22	generate	generate	VERB
bae-3224	280	23	knowledge	knowledge	NOUN
bae-3224	280	24	before	before	ADP
bae-3224	280	25	even	even	ADV
bae-3224	280	26	considering	consider	VERB
bae-3224	280	27	investment	investment	NOUN
bae-3224	280	28	in	in	ADP
bae-3224	280	29	extension	extension	NOUN
bae-3224	280	30	services	service	NOUN
bae-3224	280	31	.	.	PUNCT
bae-3224	281	1	it	it	PRON
bae-3224	281	2	remains	remain	VERB
bae-3224	281	3	to	to	PART
bae-3224	281	4	be	be	AUX
bae-3224	281	5	shown	show	VERB
bae-3224	281	6	that	that	SCONJ
bae-3224	281	7	such	such	ADJ
bae-3224	281	8	investments	investment	NOUN
bae-3224	281	9	are	be	AUX
bae-3224	281	10	economically	economically	ADV
bae-3224	281	11	desirable	desirable	ADJ
bae-3224	281	12	,	,	PUNCT
bae-3224	281	13	but	but	CCONJ
bae-3224	281	14	our	our	PRON
bae-3224	281	15	results	result	NOUN
bae-3224	281	16	suggest	suggest	VERB
bae-3224	281	17	that	that	SCONJ
bae-3224	281	18	the	the	DET
bae-3224	281	19	potential	potential	ADJ
bae-3224	281	20	gains	gain	NOUN
bae-3224	281	21	from	from	ADP
bae-3224	281	22	improved	improved	ADJ
bae-3224	281	23	farm	farm	NOUN
bae-3224	281	24	management	management	NOUN
bae-3224	281	25	are	be	AUX
bae-3224	281	26	very	very	ADV
bae-3224	281	27	large	large	ADJ
bae-3224	281	28	.	.	PUNCT
bae-3224	282	1	references	reference	NOUN
bae-3224	282	2	aigner	aigner	PROPN
bae-3224	282	3	d.	d.	PROPN
bae-3224	282	4	,	,	PUNCT
bae-3224	282	5	lovell	lovell	PROPN
bae-3224	282	6	,	,	PUNCT
bae-3224	282	7	k.	k.	PROPN
bae-3224	282	8	and	and	CCONJ
bae-3224	282	9	schmidt	schmidt	PROPN
bae-3224	282	10	,	,	PUNCT
bae-3224	282	11	p.	p.	NOUN
bae-3224	282	12	(	(	PUNCT
bae-3224	282	13	1977	1977	NUM
bae-3224	282	14	)	)	PUNCT
bae-3224	282	15	.	.	PUNCT
bae-3224	283	1	formulation	formulation	NOUN
bae-3224	283	2	and	and	CCONJ
bae-3224	283	3	estimation	estimation	NOUN
bae-3224	283	4	of	of	ADP
bae-3224	283	5	stochastic	stochastic	ADJ
bae-3224	283	6	frontier	frontier	NOUN
bae-3224	283	7	models	model	NOUN
bae-3224	283	8	.	.	PUNCT
bae-3224	284	1	journal	journal	NOUN
bae-3224	284	2	of	of	ADP
bae-3224	284	3	econometrics	econometric	NOUN
bae-3224	284	4	,	,	PUNCT
bae-3224	284	5	6	6	NUM
bae-3224	284	6	:	:	SYM
bae-3224	284	7	21	21	NUM
bae-3224	284	8	-	-	SYM
bae-3224	284	9	37	37	NUM
bae-3224	284	10	.	.	PUNCT
bae-3224	285	1	ahmed	ahmed	PROPN
bae-3224	285	2	,	,	PUNCT
bae-3224	285	3	m.	m.	NOUN
bae-3224	285	4	and	and	CCONJ
bae-3224	285	5	lorica	lorica	PROPN
bae-3224	285	6	,	,	PUNCT
bae-3224	285	7	m.h	m.h	PROPN
bae-3224	285	8	.	.	PROPN
bae-3224	285	9	(	(	PUNCT
bae-3224	285	10	2002	2002	NUM
bae-3224	285	11	)	)	PUNCT
bae-3224	285	12	.	.	PUNCT
bae-3224	286	1	improving	improve	VERB
bae-3224	286	2	developing	develop	VERB
bae-3224	286	3	country	country	NOUN
bae-3224	286	4	food	food	NOUN
bae-3224	286	5	security	security	NOUN
bae-3224	286	6	through	through	ADP
bae-3224	286	7	aquaculture	aquaculture	NOUN
bae-3224	286	8	development	development	NOUN
bae-3224	286	9	lessons	lesson	NOUN
bae-3224	286	10	from	from	ADP
bae-3224	286	11	asia	asia	PROPN
bae-3224	286	12	.	.	PUNCT
bae-3224	287	1	food	food	NOUN
bae-3224	287	2	policy	policy	NOUN
bae-3224	287	3	,	,	PUNCT
bae-3224	287	4	27	27	NUM
bae-3224	287	5	:	:	SYM
bae-3224	287	6	125	125	NUM
bae-3224	287	7	-	-	SYM
bae-3224	287	8	141	141	NUM
bae-3224	287	9	.	.	PUNCT
bae-3224	288	1	alauddin	alauddin	NOUN
bae-3224	288	2	,	,	PUNCT
bae-3224	288	3	m.	m.	NOUN
bae-3224	288	4	and	and	CCONJ
bae-3224	288	5	tisdell	tisdell	VERB
bae-3224	288	6	,	,	PUNCT
bae-3224	288	7	c.	c.	PROPN
bae-3224	288	8	(	(	PUNCT
bae-3224	288	9	1998	1998	NUM
bae-3224	288	10	)	)	PUNCT
bae-3224	288	11	.	.	PUNCT
bae-3224	289	1	bangladesh	bangladesh	PROPN
bae-3224	289	2	’s	’s	PART
bae-3224	289	3	shrimp	shrimp	NOUN
bae-3224	289	4	industry	industry	NOUN
bae-3224	289	5	and	and	CCONJ
bae-3224	289	6	sustainable	sustainable	ADJ
bae-3224	289	7	development	development	NOUN
bae-3224	289	8	:	:	PUNCT
bae-3224	289	9	resource	resource	NOUN
bae-3224	289	10	-	-	PUNCT
bae-3224	289	11	use	use	NOUN
bae-3224	289	12	conflict	conflict	NOUN
bae-3224	289	13	and	and	CCONJ
bae-3224	289	14	the	the	DET
bae-3224	289	15	environment	environment	NOUN
bae-3224	289	16	.	.	PUNCT
bae-3224	290	1	asian	asian	ADJ
bae-3224	290	2	fisheries	fishery	NOUN
bae-3224	290	3	science	science	NOUN
bae-3224	290	4	,	,	PUNCT
bae-3224	290	5	11	11	NUM
bae-3224	290	6	:	:	SYM
bae-3224	290	7	97	97	NUM
bae-3224	290	8	-	-	SYM
bae-3224	290	9	120	120	NUM
bae-3224	290	10	.	.	PUNCT
bae-3224	291	1	arfi	arfi	PROPN
bae-3224	291	2	,	,	PUNCT
bae-3224	291	3	r.	r.	PROPN
bae-3224	291	4	and	and	CCONJ
bae-3224	291	5	guiral	guiral	ADJ
bae-3224	291	6	,	,	PUNCT
bae-3224	291	7	d.	d.	PROPN
bae-3224	291	8	(	(	PUNCT
bae-3224	291	9	1994	1994	NUM
bae-3224	291	10	)	)	PUNCT
bae-3224	291	11	.	.	PUNCT
bae-3224	292	1	chlorophyll	chlorophyll	NOUN
bae-3224	292	2	budget	budget	NOUN
bae-3224	292	3	in	in	ADP
bae-3224	292	4	a	a	DET
bae-3224	292	5	productive	productive	ADJ
bae-3224	292	6	tropical	tropical	ADJ
bae-3224	292	7	pond	pond	NOUN
bae-3224	292	8	algal	algal	ADJ
bae-3224	292	9	production	production	NOUN
bae-3224	292	10	,	,	PUNCT
bae-3224	292	11	sedimentation	sedimentation	NOUN
bae-3224	292	12	,	,	PUNCT
bae-3224	292	13	and	and	CCONJ
bae-3224	292	14	grazing	grazing	NOUN
bae-3224	292	15	by	by	ADP
bae-3224	292	16	microzooplankton	microzooplankton	NOUN
bae-3224	292	17	and	and	CCONJ
bae-3224	292	18	rotifers	rotifer	NOUN
bae-3224	292	19	.	.	PUNCT
bae-3224	293	1	hydrobiologia	hydrobiologia	NOUN
bae-3224	293	2	,	,	PUNCT
bae-3224	293	3	272	272	NUM
bae-3224	293	4	(	(	PUNCT
bae-3224	293	5	1	1	NUM
bae-3224	293	6	-	-	SYM
bae-3224	293	7	3	3	NUM
bae-3224	293	8	):	):	PUNCT
bae-3224	293	9	239	239	NUM
bae-3224	293	10	-	-	SYM
bae-3224	293	11	249	249	NUM
bae-3224	293	12	.	.	PUNCT
bae-3224	293	13	194	194	NUM
bae-3224	293	14	x.	x.	NOUN
bae-3224	293	15	irz	irz	PROPN
bae-3224	293	16	,	,	PUNCT
bae-3224	293	17	j.r	j.r	PROPN
bae-3224	293	18	.	.	PROPN
bae-3224	293	19	stevenson	stevenson	PROPN
bae-3224	293	20	battese	battese	PROPN
bae-3224	293	21	,	,	PUNCT
bae-3224	293	22	g.e	g.e	PROPN
bae-3224	293	23	.	.	PROPN
bae-3224	293	24	(	(	PUNCT
bae-3224	293	25	1997	1997	NUM
bae-3224	293	26	)	)	PUNCT
bae-3224	293	27	.	.	PUNCT
bae-3224	294	1	a	a	DET
bae-3224	294	2	note	note	NOUN
bae-3224	294	3	on	on	ADP
bae-3224	294	4	the	the	DET
bae-3224	294	5	estimation	estimation	NOUN
bae-3224	294	6	of	of	ADP
bae-3224	294	7	cobb	cobb	PROPN
bae-3224	294	8	-	-	PUNCT
bae-3224	294	9	douglas	douglas	PROPN
bae-3224	294	10	production	production	NOUN
bae-3224	294	11	functions	function	NOUN
bae-3224	294	12	when	when	SCONJ
bae-3224	294	13	some	some	DET
bae-3224	294	14	explanatory	explanatory	ADJ
bae-3224	294	15	variables	variable	NOUN
bae-3224	294	16	have	have	VERB
bae-3224	294	17	zero	zero	NUM
bae-3224	294	18	values	value	NOUN
bae-3224	294	19	.	.	PUNCT
bae-3224	295	1	journal	journal	NOUN
bae-3224	295	2	of	of	ADP
bae-3224	295	3	agricultural	agricultural	ADJ
bae-3224	295	4	economics	economic	NOUN
bae-3224	295	5	,	,	PUNCT
bae-3224	295	6	48	48	NUM
bae-3224	295	7	(	(	PUNCT
bae-3224	295	8	2	2	NUM
bae-3224	295	9	):	):	PUNCT
bae-3224	295	10	250	250	NUM
bae-3224	295	11	-	-	SYM
bae-3224	295	12	253	253	NUM
bae-3224	295	13	.	.	PUNCT
bae-3224	296	1	battese	battese	PROPN
bae-3224	296	2	,	,	PUNCT
bae-3224	296	3	g.	g.	PROPN
bae-3224	296	4	and	and	CCONJ
bae-3224	296	5	coelli	coelli	PROPN
bae-3224	296	6	,	,	PUNCT
bae-3224	296	7	t.	t.	PROPN
bae-3224	296	8	(	(	PUNCT
bae-3224	296	9	1993	1993	NUM
bae-3224	296	10	)	)	PUNCT
bae-3224	296	11	.	.	PUNCT
bae-3224	297	1	a	a	DET
bae-3224	297	2	stochastic	stochastic	ADJ
bae-3224	297	3	frontier	frontier	NOUN
bae-3224	297	4	production	production	NOUN
bae-3224	297	5	function	function	NOUN
bae-3224	297	6	incorporating	incorporate	VERB
bae-3224	297	7	a	a	DET
bae-3224	297	8	model	model	NOUN
bae-3224	297	9	for	for	ADP
bae-3224	297	10	technical	technical	ADJ
bae-3224	297	11	inefficiency	inefficiency	NOUN
bae-3224	297	12	effects	effect	NOUN
bae-3224	297	13	.	.	PUNCT
bae-3224	298	1	working	work	VERB
bae-3224	298	2	paper	paper	NOUN
bae-3224	298	3	in	in	ADP
bae-3224	298	4	economics	economic	NOUN
bae-3224	298	5	and	and	CCONJ
bae-3224	298	6	statistics	statistic	NOUN
bae-3224	298	7	,	,	PUNCT
bae-3224	298	8	no	no	INTJ
bae-3224	298	9	.	.	NOUN
bae-3224	298	10	69	69	NUM
bae-3224	298	11	,	,	PUNCT
bae-3224	298	12	university	university	NOUN
bae-3224	298	13	of	of	ADP
bae-3224	298	14	new	new	PROPN
bae-3224	298	15	england	england	PROPN
bae-3224	298	16	,	,	PUNCT
bae-3224	298	17	department	department	NOUN
bae-3224	298	18	of	of	ADP
bae-3224	298	19	econometrics	econometrics	PROPN
bae-3224	298	20	.	.	PUNCT
bae-3224	299	1	battese	battese	PROPN
bae-3224	299	2	,	,	PUNCT
bae-3224	299	3	g.	g.	PROPN
bae-3224	299	4	and	and	CCONJ
bae-3224	299	5	coelli	coelli	PROPN
bae-3224	299	6	,	,	PUNCT
bae-3224	299	7	t.	t.	PROPN
bae-3224	299	8	(	(	PUNCT
bae-3224	299	9	1995	1995	NUM
bae-3224	299	10	)	)	PUNCT
bae-3224	299	11	.	.	PUNCT
bae-3224	300	1	a	a	DET
bae-3224	300	2	model	model	NOUN
bae-3224	300	3	for	for	ADP
bae-3224	300	4	technical	technical	ADJ
bae-3224	300	5	efficiency	efficiency	NOUN
bae-3224	300	6	effects	effect	NOUN
bae-3224	300	7	in	in	ADP
bae-3224	300	8	a	a	DET
bae-3224	300	9	stochastic	stochastic	ADJ
bae-3224	300	10	frontier	frontier	NOUN
bae-3224	300	11	production	production	NOUN
bae-3224	300	12	function	function	NOUN
bae-3224	300	13	for	for	ADP
bae-3224	300	14	panel	panel	NOUN
bae-3224	300	15	data	datum	NOUN
bae-3224	300	16	.	.	PUNCT
bae-3224	301	1	empirical	empirical	ADJ
bae-3224	301	2	economics	economic	NOUN
bae-3224	301	3	,	,	PUNCT
bae-3224	301	4	20	20	NUM
bae-3224	301	5	:	:	SYM
bae-3224	301	6	325	325	NUM
bae-3224	301	7	-	-	SYM
bae-3224	301	8	332	332	NUM
bae-3224	301	9	.	.	PUNCT
bae-3224	302	1	brümmer	brümmer	PROPN
bae-3224	302	2	,	,	PUNCT
bae-3224	302	3	b.	b.	PROPN
bae-3224	302	4	,	,	PUNCT
bae-3224	302	5	glauben	glauben	PROPN
bae-3224	302	6	,	,	PUNCT
bae-3224	302	7	t.	t.	NOUN
bae-3224	302	8	and	and	CCONJ
bae-3224	302	9	thijssen	thijssen	PROPN
bae-3224	302	10	,	,	PUNCT
bae-3224	302	11	g.	g.	PROPN
bae-3224	302	12	(	(	PUNCT
bae-3224	302	13	2002	2002	NUM
bae-3224	302	14	)	)	PUNCT
bae-3224	302	15	.	.	PUNCT
bae-3224	303	1	decomposition	decomposition	NOUN
bae-3224	303	2	of	of	ADP
bae-3224	303	3	productivity	productivity	NOUN
bae-3224	303	4	growth	growth	NOUN
bae-3224	303	5	using	use	VERB
bae-3224	303	6	distance	distance	NOUN
bae-3224	303	7	functions	function	NOUN
bae-3224	303	8	:	:	PUNCT
bae-3224	303	9	the	the	DET
bae-3224	303	10	case	case	NOUN
bae-3224	303	11	of	of	ADP
bae-3224	303	12	dairy	dairy	NOUN
bae-3224	303	13	farms	farm	NOUN
bae-3224	303	14	in	in	ADP
bae-3224	303	15	three	three	NUM
bae-3224	303	16	european	european	ADJ
bae-3224	303	17	countries	country	NOUN
bae-3224	303	18	.	.	PUNCT
bae-3224	304	1	american	american	ADJ
bae-3224	304	2	journal	journal	PROPN
bae-3224	304	3	of	of	ADP
bae-3224	304	4	agricultural	agricultural	ADJ
bae-3224	304	5	economics	economic	NOUN
bae-3224	304	6	,	,	PUNCT
bae-3224	304	7	84	84	NUM
bae-3224	304	8	(	(	PUNCT
bae-3224	304	9	august	august	PROPN
bae-3224	304	10	):	):	PUNCT
bae-3224	304	11	628	628	NUM
bae-3224	304	12	-	-	SYM
bae-3224	304	13	644	644	NUM
bae-3224	304	14	.	.	PUNCT
bae-3224	305	1	caves	cave	NOUN
bae-3224	305	2	,	,	PUNCT
bae-3224	305	3	d.w	d.w	PROPN
bae-3224	305	4	.	.	PROPN
bae-3224	305	5	,	,	PUNCT
bae-3224	305	6	christensen	christensen	PROPN
bae-3224	305	7	,	,	PUNCT
bae-3224	305	8	l.r	l.r	PROPN
bae-3224	305	9	.	.	PROPN
bae-3224	305	10	and	and	CCONJ
bae-3224	305	11	diewert	diewert	PROPN
bae-3224	305	12	,	,	PUNCT
bae-3224	305	13	w.e	w.e	PROPN
bae-3224	305	14	.	.	PROPN
bae-3224	305	15	(	(	PUNCT
bae-3224	305	16	1982	1982	NUM
bae-3224	305	17	)	)	PUNCT
bae-3224	305	18	.	.	PUNCT
bae-3224	306	1	multilateral	multilateral	ADJ
bae-3224	306	2	comparisons	comparison	NOUN
bae-3224	306	3	of	of	ADP
bae-3224	306	4	output	output	NOUN
bae-3224	306	5	,	,	PUNCT
bae-3224	306	6	input	input	NOUN
bae-3224	306	7	and	and	CCONJ
bae-3224	306	8	productivity	productivity	NOUN
bae-3224	306	9	using	use	VERB
bae-3224	306	10	superlative	superlative	ADJ
bae-3224	306	11	index	index	NOUN
bae-3224	306	12	numbers	number	NOUN
bae-3224	306	13	,	,	PUNCT
bae-3224	306	14	economic	economic	ADJ
bae-3224	306	15	journal	journal	NOUN
bae-3224	306	16	,	,	PUNCT
bae-3224	306	17	46	46	NUM
bae-3224	306	18	:	:	SYM
bae-3224	306	19	256	256	NUM
bae-3224	306	20	-	-	SYM
bae-3224	306	21	273	273	NUM
bae-3224	306	22	.	.	PUNCT
bae-3224	307	1	chong	chong	PROPN
bae-3224	307	2	,	,	PUNCT
bae-3224	307	3	k.c	k.c	PROPN
bae-3224	307	4	.	.	PROPN
bae-3224	307	5	,	,	PUNCT
bae-3224	307	6	lizarondo	lizarondo	PROPN
bae-3224	307	7	,	,	PUNCT
bae-3224	307	8	m.s	m.s	PROPN
bae-3224	307	9	.	.	PROPN
bae-3224	307	10	,	,	PUNCT
bae-3224	307	11	de	de	PROPN
bae-3224	307	12	la	la	PROPN
bae-3224	307	13	cruz	cruz	PROPN
bae-3224	307	14	,	,	PUNCT
bae-3224	307	15	z.s	z.s	PROPN
bae-3224	307	16	.	.	PROPN
bae-3224	307	17	,	,	PUNCT
bae-3224	307	18	guerrero	guerrero	PROPN
bae-3224	307	19	,	,	PUNCT
bae-3224	307	20	c.v	c.v	PROPN
bae-3224	307	21	.	.	PROPN
bae-3224	307	22	and	and	CCONJ
bae-3224	307	23	smith	smith	PROPN
bae-3224	307	24	,	,	PUNCT
bae-3224	307	25	i.r	i.r	PROPN
bae-3224	307	26	.	.	PROPN
bae-3224	307	27	(	(	PUNCT
bae-3224	307	28	1984	1984	NUM
bae-3224	307	29	)	)	PUNCT
bae-3224	307	30	.	.	PUNCT
bae-3224	308	1	milkfish	milkfish	ADJ
bae-3224	308	2	production	production	NOUN
bae-3224	308	3	dualism	dualism	NOUN
bae-3224	308	4	in	in	ADP
bae-3224	308	5	the	the	DET
bae-3224	308	6	philippines	philippine	NOUN
bae-3224	308	7	:	:	PUNCT
bae-3224	308	8	a	a	DET
bae-3224	308	9	multidisciplinary	multidisciplinary	ADJ
bae-3224	308	10	perspective	perspective	NOUN
bae-3224	308	11	on	on	ADP
bae-3224	308	12	continuous	continuous	ADJ
bae-3224	308	13	low	low	ADJ
bae-3224	308	14	yields	yield	NOUN
bae-3224	308	15	and	and	CCONJ
bae-3224	308	16	constraints	constraint	NOUN
bae-3224	308	17	to	to	ADP
bae-3224	308	18	aquaculture	aquaculture	NOUN
bae-3224	308	19	development	development	NOUN
bae-3224	308	20	.	.	PUNCT
bae-3224	309	1	iclarm	iclarm	PROPN
bae-3224	309	2	technical	technical	ADJ
bae-3224	309	3	report	report	PROPN
bae-3224	309	4	15	15	NUM
bae-3224	309	5	,	,	PUNCT
bae-3224	309	6	manila	manila	PROPN
bae-3224	309	7	.	.	PUNCT
bae-3224	310	1	coelli	coelli	PROPN
bae-3224	310	2	,	,	PUNCT
bae-3224	310	3	t.	t.	PROPN
bae-3224	310	4	(	(	PUNCT
bae-3224	310	5	1995	1995	NUM
bae-3224	310	6	)	)	PUNCT
bae-3224	310	7	.	.	PUNCT
bae-3224	311	1	estimators	estimator	NOUN
bae-3224	311	2	and	and	CCONJ
bae-3224	311	3	hypothesis	hypothesis	NOUN
bae-3224	311	4	tests	test	NOUN
bae-3224	311	5	for	for	ADP
bae-3224	311	6	a	a	DET
bae-3224	311	7	stochastic	stochastic	ADJ
bae-3224	311	8	production	production	NOUN
bae-3224	311	9	function	function	NOUN
bae-3224	311	10	:	:	PUNCT
bae-3224	311	11	a	a	DET
bae-3224	311	12	monte	monte	PROPN
bae-3224	311	13	carlo	carlo	PROPN
bae-3224	311	14	analysis	analysis	NOUN
bae-3224	311	15	.	.	PUNCT
bae-3224	312	1	journal	journal	PROPN
bae-3224	312	2	of	of	ADP
bae-3224	312	3	productivity	productivity	NOUN
bae-3224	312	4	analysis	analysis	NOUN
bae-3224	312	5	,	,	PUNCT
bae-3224	312	6	6	6	NUM
bae-3224	312	7	:	:	SYM
bae-3224	312	8	247	247	NUM
bae-3224	312	9	-	-	SYM
bae-3224	312	10	268	268	NUM
bae-3224	312	11	.	.	PUNCT
bae-3224	313	1	coelli	coelli	PROPN
bae-3224	313	2	,	,	PUNCT
bae-3224	313	3	t.	t.	PROPN
bae-3224	313	4	and	and	CCONJ
bae-3224	313	5	perelman	perelman	PROPN
bae-3224	313	6	s.	s.	PROPN
bae-3224	313	7	(	(	PUNCT
bae-3224	313	8	2000	2000	NUM
bae-3224	313	9	)	)	PUNCT
bae-3224	313	10	.	.	PUNCT
bae-3224	314	1	technical	technical	ADJ
bae-3224	314	2	efficiency	efficiency	NOUN
bae-3224	314	3	of	of	ADP
bae-3224	314	4	european	european	ADJ
bae-3224	314	5	railways	railway	NOUN
bae-3224	314	6	:	:	PUNCT
bae-3224	314	7	a	a	DET
bae-3224	314	8	distance	distance	NOUN
bae-3224	314	9	function	function	NOUN
bae-3224	314	10	approach	approach	NOUN
bae-3224	314	11	.	.	PUNCT
bae-3224	315	1	applied	apply	VERB
bae-3224	315	2	economics	economic	NOUN
bae-3224	315	3	,	,	PUNCT
bae-3224	315	4	32	32	NUM
bae-3224	315	5	:	:	SYM
bae-3224	315	6	1967	1967	NUM
bae-3224	315	7	-	-	SYM
bae-3224	315	8	1976	1976	NUM
bae-3224	315	9	.	.	PUNCT
bae-3224	316	1	coelli	coelli	PROPN
bae-3224	316	2	,	,	PUNCT
bae-3224	316	3	t.	t.	PROPN
bae-3224	316	4	,	,	PUNCT
bae-3224	316	5	rahman	rahman	PROPN
bae-3224	316	6	,	,	PUNCT
bae-3224	316	7	s.	s.	PROPN
bae-3224	316	8	and	and	CCONJ
bae-3224	316	9	thirtle	thirtle	NOUN
bae-3224	316	10	,	,	PUNCT
bae-3224	316	11	c.	c.	PROPN
bae-3224	316	12	(	(	PUNCT
bae-3224	316	13	2002	2002	NUM
bae-3224	316	14	)	)	PUNCT
bae-3224	316	15	.	.	PUNCT
bae-3224	317	1	technical	technical	ADJ
bae-3224	317	2	,	,	PUNCT
bae-3224	317	3	allocative	allocative	ADJ
bae-3224	317	4	,	,	PUNCT
bae-3224	317	5	cost	cost	NOUN
bae-3224	317	6	and	and	CCONJ
bae-3224	317	7	scale	scale	NOUN
bae-3224	317	8	efficiencies	efficiency	NOUN
bae-3224	317	9	in	in	ADP
bae-3224	317	10	bangladesh	bangladesh	NOUN
bae-3224	317	11	rice	rice	NOUN
bae-3224	317	12	cultivation	cultivation	NOUN
bae-3224	317	13	:	:	PUNCT
bae-3224	317	14	a	a	DET
bae-3224	317	15	non	non	ADJ
bae-3224	317	16	-	-	ADJ
bae-3224	317	17	parametric	parametric	ADJ
bae-3224	317	18	approach	approach	NOUN
bae-3224	317	19	.	.	PUNCT
bae-3224	318	1	journal	journal	NOUN
bae-3224	318	2	of	of	ADP
bae-3224	318	3	agricultural	agricultural	ADJ
bae-3224	318	4	economics	economic	NOUN
bae-3224	318	5	,	,	PUNCT
bae-3224	318	6	53	53	NUM
bae-3224	318	7	(	(	PUNCT
bae-3224	318	8	3	3	NUM
bae-3224	318	9	):	):	PUNCT
bae-3224	318	10	607	607	NUM
bae-3224	318	11	-	-	SYM
bae-3224	318	12	626	626	NUM
bae-3224	318	13	.	.	PUNCT
bae-3224	319	1	coelli	coelli	PROPN
bae-3224	319	2	,	,	PUNCT
bae-3224	319	3	t.	t.	PROPN
bae-3224	319	4	,	,	PUNCT
bae-3224	319	5	rao	rao	PROPN
bae-3224	319	6	,	,	PUNCT
bae-3224	319	7	d.s.p	d.s.p	PROPN
bae-3224	319	8	.	.	PUNCT
bae-3224	319	9	and	and	CCONJ
bae-3224	319	10	battese	battese	PROPN
bae-3224	319	11	,	,	PUNCT
bae-3224	319	12	g.e	g.e	PROPN
bae-3224	319	13	.	.	PUNCT
bae-3224	319	14	(	(	PUNCT
bae-3224	319	15	1998	1998	NUM
bae-3224	319	16	)	)	PUNCT
bae-3224	319	17	.	.	PUNCT
bae-3224	320	1	an	an	DET
bae-3224	320	2	introduction	introduction	NOUN
bae-3224	320	3	to	to	ADP
bae-3224	320	4	efficiency	efficiency	NOUN
bae-3224	320	5	and	and	CCONJ
bae-3224	320	6	productivity	productivity	NOUN
bae-3224	320	7	analysis	analysis	NOUN
bae-3224	320	8	.	.	PUNCT
bae-3224	321	1	boston	boston	PROPN
bae-3224	321	2	:	:	PUNCT
bae-3224	321	3	kluwer	kluwer	NOUN
bae-3224	321	4	academic	academic	ADJ
bae-3224	321	5	publishers	publisher	NOUN
bae-3224	321	6	.	.	PUNCT
bae-3224	322	1	corre	corre	PROPN
bae-3224	322	2	,	,	PUNCT
bae-3224	322	3	v.l.j	v.l.j	NOUN
bae-3224	322	4	.	.	PUNCT
bae-3224	322	5	,	,	PUNCT
bae-3224	322	6	janeo	janeo	PROPN
bae-3224	322	7	,	,	PUNCT
bae-3224	322	8	r.l	r.l	PROPN
bae-3224	322	9	.	.	PROPN
bae-3224	322	10	caipang	caipang	PROPN
bae-3224	322	11	,	,	PUNCT
bae-3224	322	12	c.m.a	c.m.a	NOUN
bae-3224	322	13	.	.	PUNCT
bae-3224	322	14	and	and	CCONJ
bae-3224	322	15	calpe	calpe	PROPN
bae-3224	322	16	a.t	a.t	PROPN
bae-3224	322	17	.	.	PUNCT
bae-3224	322	18	(	(	PUNCT
bae-3224	322	19	1999	1999	NUM
bae-3224	322	20	)	)	PUNCT
bae-3224	322	21	.	.	PUNCT
bae-3224	323	1	sustainable	sustainable	ADJ
bae-3224	323	2	shrimp	shrimp	NOUN
bae-3224	323	3	culture	culture	NOUN
bae-3224	323	4	techniques	technique	NOUN
bae-3224	323	5	:	:	PUNCT
bae-3224	323	6	use	use	NOUN
bae-3224	323	7	of	of	ADP
bae-3224	323	8	probiotics	probiotic	NOUN
bae-3224	323	9	and	and	CCONJ
bae-3224	323	10	reservoirs	reservoir	NOUN
bae-3224	323	11	with	with	ADP
bae-3224	323	12	“	"	PUNCT
bae-3224	323	13	green	green	ADJ
bae-3224	323	14	water	water	NOUN
bae-3224	323	15	”	"	PUNCT
bae-3224	323	16	.	.	PUNCT
bae-3224	324	1	pcamrd	pcamrd	PROPN
bae-3224	324	2	paper	paper	NOUN
bae-3224	324	3	32	32	NUM
bae-3224	324	4	,	,	PUNCT
bae-3224	324	5	los	los	PROPN
bae-3224	324	6	banos	banos	PROPN
bae-3224	324	7	.	.	PUNCT
bae-3224	325	1	coull	coull	PROPN
bae-3224	325	2	,	,	PUNCT
bae-3224	325	3	j.r	j.r	PROPN
bae-3224	325	4	.	.	PROPN
bae-3224	325	5	(	(	PUNCT
bae-3224	325	6	1993	1993	NUM
bae-3224	325	7	)	)	PUNCT
bae-3224	325	8	.	.	PUNCT
bae-3224	326	1	will	will	AUX
bae-3224	326	2	the	the	DET
bae-3224	326	3	blue	blue	ADJ
bae-3224	326	4	revolution	revolution	PROPN
bae-3224	326	5	follow	follow	VERB
bae-3224	326	6	the	the	DET
bae-3224	326	7	green	green	ADJ
bae-3224	326	8	revolution	revolution	PROPN
bae-3224	326	9	?	?	PUNCT
bae-3224	327	1	the	the	DET
bae-3224	327	2	modern	modern	ADJ
bae-3224	327	3	upsurge	upsurge	NOUN
bae-3224	327	4	of	of	ADP
bae-3224	327	5	aquaculture	aquaculture	NOUN
bae-3224	327	6	.	.	PUNCT
bae-3224	328	1	area	area	NOUN
bae-3224	328	2	,	,	PUNCT
bae-3224	328	3	25	25	NUM
bae-3224	328	4	(	(	PUNCT
bae-3224	328	5	4	4	NUM
bae-3224	328	6	):	):	PUNCT
bae-3224	328	7	350	350	NUM
bae-3224	328	8	-	-	SYM
bae-3224	328	9	357	357	NUM
bae-3224	328	10	.	.	PUNCT
bae-3224	329	1	fan	fan	PROPN
bae-3224	329	2	,	,	PUNCT
bae-3224	329	3	s.	s.	PROPN
bae-3224	329	4	and	and	CCONJ
bae-3224	329	5	chan	chan	PROPN
bae-3224	329	6	-	-	PUNCT
bae-3224	329	7	kang	kang	PROPN
bae-3224	329	8	,	,	PUNCT
bae-3224	329	9	c.	c.	PROPN
bae-3224	329	10	(	(	PUNCT
bae-3224	329	11	2003	2003	NUM
bae-3224	329	12	)	)	PUNCT
bae-3224	329	13	,	,	PUNCT
bae-3224	329	14	is	be	AUX
bae-3224	329	15	small	small	ADJ
bae-3224	329	16	beautiful	beautiful	ADJ
bae-3224	329	17	?	?	PUNCT
bae-3224	330	1	farm	farm	NOUN
bae-3224	330	2	size	size	NOUN
bae-3224	330	3	,	,	PUNCT
bae-3224	330	4	productivity	productivity	NOUN
bae-3224	330	5	and	and	CCONJ
bae-3224	330	6	poverty	poverty	NOUN
bae-3224	330	7	in	in	ADP
bae-3224	330	8	asian	asian	ADJ
bae-3224	330	9	agriculture	agriculture	NOUN
bae-3224	330	10	.	.	PUNCT
bae-3224	331	1	proceedings	proceeding	NOUN
bae-3224	331	2	of	of	ADP
bae-3224	331	3	the	the	DET
bae-3224	331	4	25th	25th	ADJ
bae-3224	331	5	conference	conference	NOUN
bae-3224	331	6	of	of	ADP
bae-3224	331	7	the	the	DET
bae-3224	331	8	international	international	ADJ
bae-3224	331	9	association	association	NOUN
bae-3224	331	10	of	of	ADP
bae-3224	331	11	agricultural	agricultural	ADJ
bae-3224	331	12	economists	economist	NOUN
bae-3224	331	13	,	,	PUNCT
bae-3224	331	14	durban	durban	PROPN
bae-3224	331	15	,	,	PUNCT
bae-3224	331	16	south	south	PROPN
bae-3224	331	17	africa	africa	PROPN
bae-3224	331	18	16	16	NUM
bae-3224	331	19	-	-	SYM
bae-3224	331	20	22	22	NUM
bae-3224	331	21	august	august	NOUN
bae-3224	331	22	:	:	PUNCT
bae-3224	331	23	112	112	NUM
bae-3224	331	24	-	-	SYM
bae-3224	331	25	123	123	NUM
bae-3224	331	26	.	.	PUNCT
bae-3224	332	1	fao	fao	PROPN
bae-3224	332	2	(	(	PUNCT
bae-3224	332	3	2002	2002	NUM
bae-3224	332	4	)	)	PUNCT
bae-3224	332	5	.	.	PUNCT
bae-3224	333	1	the	the	DET
bae-3224	333	2	state	state	NOUN
bae-3224	333	3	of	of	ADP
bae-3224	333	4	world	world	NOUN
bae-3224	333	5	fisheries	fishery	NOUN
bae-3224	333	6	and	and	CCONJ
bae-3224	333	7	aquaculture	aquaculture	NOUN
bae-3224	333	8	2002	2002	NUM
bae-3224	333	9	,	,	PUNCT
bae-3224	333	10	fao	fao	PROPN
bae-3224	333	11	,	,	PUNCT
bae-3224	333	12	rome	rome	PROPN
bae-3224	333	13	.	.	PUNCT
bae-3224	334	1	färe	färe	PROPN
bae-3224	334	2	,	,	PUNCT
bae-3224	334	3	r.	r.	PROPN
bae-3224	334	4	and	and	CCONJ
bae-3224	334	5	primont	primont	NOUN
bae-3224	334	6	,	,	PUNCT
bae-3224	334	7	d.	d.	PROPN
bae-3224	334	8	(	(	PUNCT
bae-3224	334	9	1995	1995	NUM
bae-3224	334	10	)	)	PUNCT
bae-3224	334	11	.	.	PUNCT
bae-3224	335	1	multi	multi	ADJ
bae-3224	335	2	-	-	ADJ
bae-3224	335	3	output	output	ADJ
bae-3224	335	4	production	production	NOUN
bae-3224	335	5	and	and	CCONJ
bae-3224	335	6	duality	duality	NOUN
bae-3224	335	7	:	:	PUNCT
bae-3224	335	8	theory	theory	NOUN
bae-3224	335	9	and	and	CCONJ
bae-3224	335	10	applications	application	NOUN
bae-3224	335	11	,	,	PUNCT
bae-3224	335	12	kluwer	kluwer	NOUN
bae-3224	335	13	academic	academic	ADJ
bae-3224	335	14	publishers	publisher	NOUN
bae-3224	335	15	.	.	PUNCT
bae-3224	336	1	fousekis	fouseki	NOUN
bae-3224	336	2	,	,	PUNCT
bae-3224	336	3	p.	p.	NOUN
bae-3224	336	4	(	(	PUNCT
bae-3224	336	5	2002	2002	NUM
bae-3224	336	6	)	)	PUNCT
bae-3224	336	7	.	.	PUNCT
bae-3224	337	1	distance	distance	NOUN
bae-3224	337	2	versus	versus	ADP
bae-3224	337	3	ray	ray	NOUN
bae-3224	337	4	function	function	NOUN
bae-3224	337	5	:	:	PUNCT
bae-3224	337	6	an	an	DET
bae-3224	337	7	application	application	NOUN
bae-3224	337	8	to	to	ADP
bae-3224	337	9	the	the	DET
bae-3224	337	10	inshore	inshore	NOUN
bae-3224	337	11	fishery	fishery	NOUN
bae-3224	337	12	of	of	ADP
bae-3224	337	13	greece	greece	PROPN
bae-3224	337	14	.	.	PUNCT
bae-3224	337	15	marine	marine	PROPN
bae-3224	337	16	resource	resource	NOUN
bae-3224	337	17	economics	economic	NOUN
bae-3224	337	18	,	,	PUNCT
bae-3224	337	19	17	17	NUM
bae-3224	337	20	:	:	PUNCT
bae-3224	337	21	251	251	NUM
bae-3224	337	22	-	-	SYM
bae-3224	337	23	267	267	NUM
bae-3224	337	24	.	.	PUNCT
bae-3224	338	1	greene	greene	PROPN
bae-3224	338	2	,	,	PUNCT
bae-3224	338	3	w.h	w.h	PROPN
bae-3224	338	4	.	.	PROPN
bae-3224	338	5	(	(	PUNCT
bae-3224	338	6	1990	1990	NUM
bae-3224	338	7	)	)	PUNCT
bae-3224	338	8	.	.	PUNCT
bae-3224	339	1	a	a	DET
bae-3224	339	2	gamma	gamma	NOUN
bae-3224	339	3	-	-	PUNCT
bae-3224	339	4	distributed	distribute	VERB
bae-3224	339	5	stochastic	stochastic	ADJ
bae-3224	339	6	frontier	frontier	NOUN
bae-3224	339	7	model	model	NOUN
bae-3224	339	8	.	.	PUNCT
bae-3224	340	1	journal	journal	PROPN
bae-3224	340	2	of	of	ADP
bae-3224	340	3	econometrics	econometric	NOUN
bae-3224	340	4	,	,	PUNCT
bae-3224	340	5	13	13	NUM
bae-3224	340	6	:	:	SYM
bae-3224	340	7	101	101	NUM
bae-3224	340	8	-	-	SYM
bae-3224	340	9	116	116	NUM
bae-3224	340	10	.	.	PUNCT
bae-3224	341	1	grosskopf	grosskopf	NOUN
bae-3224	341	2	,	,	PUNCT
bae-3224	341	3	s.	s.	PROPN
bae-3224	341	4	,	,	PUNCT
bae-3224	341	5	hayes	hayes	PROPN
bae-3224	341	6	,	,	PUNCT
bae-3224	341	7	k.j	k.j	PROPN
bae-3224	341	8	.	.	PROPN
bae-3224	341	9	,	,	PUNCT
bae-3224	341	10	taylor	taylor	PROPN
bae-3224	341	11	,	,	PUNCT
bae-3224	341	12	l.l	l.l	PROPN
bae-3224	341	13	.	.	PROPN
bae-3224	341	14	and	and	CCONJ
bae-3224	341	15	weber	weber	PROPN
bae-3224	341	16	,	,	PUNCT
bae-3224	341	17	w.l	w.l	PROPN
bae-3224	341	18	.	.	PROPN
bae-3224	341	19	(	(	PUNCT
bae-3224	341	20	1997	1997	NUM
bae-3224	341	21	)	)	PUNCT
bae-3224	341	22	.	.	PUNCT
bae-3224	342	1	budget	budget	NOUN
bae-3224	342	2	-	-	PUNCT
bae-3224	342	3	constrained	constrain	VERB
bae-3224	342	4	frontier	frontier	NOUN
bae-3224	342	5	measures	measure	NOUN
bae-3224	342	6	of	of	ADP
bae-3224	342	7	fiscal	fiscal	ADJ
bae-3224	342	8	equality	equality	NOUN
bae-3224	342	9	and	and	CCONJ
bae-3224	342	10	efficiency	efficiency	NOUN
bae-3224	342	11	in	in	ADP
bae-3224	342	12	schooling	schooling	NOUN
bae-3224	342	13	.	.	PUNCT
bae-3224	343	1	review	review	NOUN
bae-3224	343	2	of	of	ADP
bae-3224	343	3	economics	economic	NOUN
bae-3224	343	4	and	and	CCONJ
bae-3224	343	5	statistics	statistic	NOUN
bae-3224	343	6	,	,	PUNCT
bae-3224	343	7	lxxix	lxxix	NOUN
bae-3224	343	8	(	(	PUNCT
bae-3224	343	9	1	1	NUM
bae-3224	343	10	):	):	PUNCT
bae-3224	343	11	116	116	NUM
bae-3224	343	12	-	-	SYM
bae-3224	343	13	124	124	NUM
bae-3224	343	14	.	.	PUNCT
bae-3224	344	1	195efficiency	195efficiency	PROPN
bae-3224	344	2	and	and	CCONJ
bae-3224	344	3	farm	farm	NOUN
bae-3224	344	4	size	size	NOUN
bae-3224	344	5	in	in	ADP
bae-3224	344	6	philippine	philippine	ADJ
bae-3224	344	7	aquaculture	aquaculture	NOUN
bae-3224	344	8	irz	irz	PROPN
bae-3224	344	9	,	,	PUNCT
bae-3224	344	10	x.	x.	NOUN
bae-3224	344	11	and	and	CCONJ
bae-3224	344	12	mckenzie	mckenzie	PROPN
bae-3224	344	13	,	,	PUNCT
bae-3224	344	14	v.	v.	PROPN
bae-3224	344	15	(	(	PUNCT
bae-3224	344	16	2003	2003	NUM
bae-3224	344	17	)	)	PUNCT
bae-3224	344	18	.	.	PUNCT
bae-3224	345	1	profitability	profitability	NOUN
bae-3224	345	2	and	and	CCONJ
bae-3224	345	3	technical	technical	ADJ
bae-3224	345	4	efficiency	efficiency	NOUN
bae-3224	345	5	of	of	ADP
bae-3224	345	6	aquaculture	aquaculture	NOUN
bae-3224	345	7	systems	system	NOUN
bae-3224	345	8	in	in	ADP
bae-3224	345	9	pampanga	pampanga	PROPN
bae-3224	345	10	,	,	PUNCT
bae-3224	345	11	philippines	philippine	NOUN
bae-3224	345	12	.	.	PUNCT
bae-3224	346	1	aquaculture	aquaculture	NOUN
bae-3224	346	2	economics	economic	NOUN
bae-3224	346	3	and	and	CCONJ
bae-3224	346	4	management	management	NOUN
bae-3224	346	5	,	,	PUNCT
bae-3224	346	6	7	7	NUM
bae-3224	346	7	(	(	PUNCT
bae-3224	346	8	3	3	NUM
bae-3224	346	9	-	-	SYM
bae-3224	346	10	4	4	NUM
bae-3224	346	11	):	):	PUNCT
bae-3224	346	12	195	195	NUM
bae-3224	346	13	-	-	PUNCT
bae-3224	346	14	212	212	NUM
bae-3224	346	15	.	.	PUNCT
bae-3224	347	1	jana	jana	PROPN
bae-3224	347	2	,	,	PUNCT
bae-3224	347	3	b.b	b.b	PROPN
bae-3224	347	4	.	.	PROPN
bae-3224	347	5	and	and	CCONJ
bae-3224	347	6	webster	webster	PROPN
bae-3224	347	7	,	,	PUNCT
bae-3224	347	8	c.d	c.d	PROPN
bae-3224	347	9	.	.	PROPN
bae-3224	347	10	(	(	PUNCT
bae-3224	347	11	2003	2003	NUM
bae-3224	347	12	)	)	PUNCT
bae-3224	347	13	.	.	PUNCT
bae-3224	348	1	the	the	DET
bae-3224	348	2	potential	potential	NOUN
bae-3224	348	3	and	and	CCONJ
bae-3224	348	4	sustainability	sustainability	NOUN
bae-3224	348	5	of	of	ADP
bae-3224	348	6	aquaculture	aquaculture	NOUN
bae-3224	348	7	in	in	ADP
bae-3224	348	8	india	india	PROPN
bae-3224	348	9	.	.	PUNCT
bae-3224	349	1	in	in	ADP
bae-3224	349	2	:	:	PUNCT
bae-3224	349	3	jana	jana	PROPN
bae-3224	349	4	,	,	PUNCT
bae-3224	349	5	b.b	b.b	PROPN
bae-3224	349	6	.	.	PROPN
bae-3224	349	7	and	and	CCONJ
bae-3224	349	8	c.d	c.d	PROPN
bae-3224	349	9	.	.	PROPN
bae-3224	349	10	(	(	PUNCT
bae-3224	349	11	eds	ed	NOUN
bae-3224	349	12	.	.	PUNCT
bae-3224	349	13	)	)	PUNCT
bae-3224	350	1	sustainable	sustainable	ADJ
bae-3224	350	2	aquaculture	aquaculture	NOUN
bae-3224	350	3	:	:	PUNCT
bae-3224	350	4	global	global	ADJ
bae-3224	350	5	perspectives	perspective	NOUN
bae-3224	350	6	.	.	PUNCT
bae-3224	351	1	binghamton	binghamton	PROPN
bae-3224	351	2	:	:	PUNCT
bae-3224	351	3	food	food	NOUN
bae-3224	351	4	products	product	NOUN
bae-3224	351	5	press	press	NOUN
bae-3224	351	6	.	.	PUNCT
bae-3224	352	1	jha	jha	PROPN
bae-3224	352	2	,	,	PUNCT
bae-3224	352	3	r.	r.	PROPN
bae-3224	352	4	,	,	PUNCT
bae-3224	352	5	chitkara	chitkara	PROPN
bae-3224	352	6	,	,	PUNCT
bae-3224	352	7	p.	p.	NOUN
bae-3224	352	8	and	and	CCONJ
bae-3224	352	9	gupta	gupta	PROPN
bae-3224	352	10	,	,	PUNCT
bae-3224	352	11	s.	s.	PROPN
bae-3224	352	12	(	(	PUNCT
bae-3224	352	13	2000	2000	NUM
bae-3224	352	14	)	)	PUNCT
bae-3224	352	15	.	.	PUNCT
bae-3224	353	1	productivity	productivity	NOUN
bae-3224	353	2	,	,	PUNCT
bae-3224	353	3	technical	technical	ADJ
bae-3224	353	4	and	and	CCONJ
bae-3224	353	5	allocative	allocative	ADJ
bae-3224	353	6	efficiency	efficiency	NOUN
bae-3224	353	7	and	and	CCONJ
bae-3224	353	8	farm	farm	NOUN
bae-3224	353	9	size	size	NOUN
bae-3224	353	10	in	in	ADP
bae-3224	353	11	wheat	wheat	NOUN
bae-3224	353	12	farming	farming	NOUN
bae-3224	353	13	in	in	ADP
bae-3224	353	14	india	india	PROPN
bae-3224	353	15	:	:	PUNCT
bae-3224	353	16	a	a	DET
bae-3224	353	17	dea	dea	PROPN
bae-3224	353	18	approach	approach	NOUN
bae-3224	353	19	.	.	PUNCT
bae-3224	354	1	applied	apply	VERB
bae-3224	354	2	economics	economic	NOUN
bae-3224	354	3	letters	letter	NOUN
bae-3224	354	4	,	,	PUNCT
bae-3224	354	5	7	7	NUM
bae-3224	354	6	:	:	SYM
bae-3224	354	7	1	1	NUM
bae-3224	354	8	-	-	SYM
bae-3224	354	9	5	5	NUM
bae-3224	354	10	.	.	PUNCT
bae-3224	355	1	jondrow	jondrow	NOUN
bae-3224	355	2	,	,	PUNCT
bae-3224	355	3	j.	j.	PROPN
bae-3224	355	4	,	,	PUNCT
bae-3224	355	5	lovell	lovell	PROPN
bae-3224	355	6	,	,	PUNCT
bae-3224	355	7	k.	k.	PROPN
bae-3224	355	8	,	,	PUNCT
bae-3224	355	9	matterov	matterov	NOUN
bae-3224	355	10	,	,	PUNCT
bae-3224	355	11	i.	i.	NOUN
bae-3224	355	12	and	and	CCONJ
bae-3224	355	13	schmidt	schmidt	PROPN
bae-3224	355	14	,	,	PUNCT
bae-3224	355	15	p.	p.	NOUN
bae-3224	355	16	(	(	PUNCT
bae-3224	355	17	1982	1982	NUM
bae-3224	355	18	)	)	PUNCT
bae-3224	355	19	.	.	PUNCT
bae-3224	356	1	on	on	ADP
bae-3224	356	2	the	the	DET
bae-3224	356	3	estimation	estimation	NOUN
bae-3224	356	4	of	of	ADP
bae-3224	356	5	technical	technical	ADJ
bae-3224	356	6	ineffiency	ineffiency	NOUN
bae-3224	356	7	in	in	ADP
bae-3224	356	8	the	the	DET
bae-3224	356	9	stochastic	stochastic	ADJ
bae-3224	356	10	frontier	frontier	NOUN
bae-3224	356	11	production	production	NOUN
bae-3224	356	12	model	model	NOUN
bae-3224	356	13	.	.	PUNCT
bae-3224	357	1	journal	journal	PROPN
bae-3224	357	2	of	of	ADP
bae-3224	357	3	econometrics	econometric	NOUN
bae-3224	357	4	,	,	PUNCT
bae-3224	357	5	august	august	PROPN
bae-3224	357	6	:	:	PUNCT
bae-3224	357	7	233	233	NUM
bae-3224	357	8	-	-	SYM
bae-3224	357	9	238	238	NUM
bae-3224	357	10	.	.	PUNCT
bae-3224	358	1	karagianis	karagianis	NOUN
bae-3224	358	2	,	,	PUNCT
bae-3224	358	3	g.	g.	PROPN
bae-3224	358	4	,	,	PUNCT
bae-3224	358	5	katranidis	katranidis	PROPN
bae-3224	358	6	,	,	PUNCT
bae-3224	358	7	s.d	s.d	PROPN
bae-3224	358	8	.	.	PROPN
bae-3224	358	9	and	and	CCONJ
bae-3224	358	10	tzouvelekas	tzouvelekas	ADV
bae-3224	358	11	,	,	PUNCT
bae-3224	358	12	v.	v.	PROPN
bae-3224	358	13	(	(	PUNCT
bae-3224	358	14	2002	2002	NUM
bae-3224	358	15	)	)	PUNCT
bae-3224	358	16	.	.	PUNCT
bae-3224	359	1	measuring	measure	VERB
bae-3224	359	2	and	and	CCONJ
bae-3224	359	3	attributing	attribute	VERB
bae-3224	359	4	technical	technical	ADJ
bae-3224	359	5	inefficiencies	inefficiency	NOUN
bae-3224	359	6	of	of	ADP
bae-3224	359	7	seabass	seabass	NOUN
bae-3224	359	8	and	and	CCONJ
bae-3224	359	9	seabream	seabream	NOUN
bae-3224	359	10	production	production	NOUN
bae-3224	359	11	in	in	ADP
bae-3224	359	12	greece	greece	PROPN
bae-3224	359	13	.	.	PROPN
bae-3224	360	1	applied	apply	VERB
bae-3224	360	2	economics	economic	NOUN
bae-3224	360	3	letters	letter	NOUN
bae-3224	360	4	,	,	PUNCT
bae-3224	360	5	9	9	NUM
bae-3224	360	6	:	:	SYM
bae-3224	360	7	519	519	NUM
bae-3224	360	8	-	-	SYM
bae-3224	360	9	522	522	NUM
bae-3224	360	10	.	.	PUNCT
bae-3224	361	1	kautsky	kautsky	PROPN
bae-3224	361	2	,	,	PUNCT
bae-3224	361	3	n.	n.	NOUN
bae-3224	361	4	,	,	PUNCT
bae-3224	361	5	ronnback	ronnback	NOUN
bae-3224	361	6	,	,	PUNCT
bae-3224	361	7	p.	p.	NOUN
bae-3224	361	8	,	,	PUNCT
bae-3224	361	9	tedengren	tedengren	NOUN
bae-3224	361	10	,	,	PUNCT
bae-3224	361	11	m.	m.	NOUN
bae-3224	361	12	and	and	CCONJ
bae-3224	361	13	troell	troell	NOUN
bae-3224	361	14	,	,	PUNCT
bae-3224	361	15	m.	m.	NOUN
bae-3224	361	16	(	(	PUNCT
bae-3224	361	17	2000	2000	NUM
bae-3224	361	18	)	)	PUNCT
bae-3224	361	19	.	.	PUNCT
bae-3224	362	1	ecosystem	ecosystem	NOUN
bae-3224	362	2	perspectives	perspective	NOUN
bae-3224	362	3	on	on	ADP
bae-3224	362	4	management	management	NOUN
bae-3224	362	5	of	of	ADP
bae-3224	362	6	disease	disease	NOUN
bae-3224	362	7	in	in	ADP
bae-3224	362	8	shrimp	shrimp	NOUN
bae-3224	362	9	pond	pond	PROPN
bae-3224	362	10	farming	farming	NOUN
bae-3224	362	11	.	.	PUNCT
bae-3224	363	1	aquaculture	aquaculture	NOUN
bae-3224	363	2	,	,	PUNCT
bae-3224	363	3	191	191	NUM
bae-3224	363	4	(	(	PUNCT
bae-3224	363	5	1	1	NUM
bae-3224	363	6	-	-	SYM
bae-3224	363	7	3	3	NUM
bae-3224	363	8	):	):	PUNCT
bae-3224	363	9	145	145	NUM
bae-3224	363	10	-	-	SYM
bae-3224	363	11	161	161	NUM
bae-3224	363	12	.	.	PUNCT
bae-3224	364	1	kim	kim	PROPN
bae-3224	364	2	,	,	PUNCT
bae-3224	364	3	h.y	h.y	PROPN
bae-3224	364	4	.	.	PROPN
bae-3224	364	5	(	(	PUNCT
bae-3224	364	6	2000	2000	NUM
bae-3224	364	7	)	)	PUNCT
bae-3224	364	8	.	.	PUNCT
bae-3224	365	1	the	the	DET
bae-3224	365	2	antonelli	antonelli	PROPN
bae-3224	365	3	versus	versus	ADP
bae-3224	365	4	hicks	hicks	PROPN
bae-3224	365	5	elasticity	elasticity	NOUN
bae-3224	365	6	of	of	ADP
bae-3224	365	7	complementarity	complementarity	NOUN
bae-3224	365	8	and	and	CCONJ
bae-3224	365	9	inverse	inverse	NOUN
bae-3224	365	10	input	input	NOUN
bae-3224	365	11	demand	demand	NOUN
bae-3224	365	12	systems	system	NOUN
bae-3224	365	13	.	.	PUNCT
bae-3224	366	1	australian	australian	ADJ
bae-3224	366	2	economics	economic	NOUN
bae-3224	366	3	papers	paper	NOUN
bae-3224	366	4	,	,	PUNCT
bae-3224	366	5	39	39	NUM
bae-3224	366	6	(	(	PUNCT
bae-3224	366	7	2	2	NUM
bae-3224	366	8	):	):	PUNCT
bae-3224	366	9	245	245	NUM
bae-3224	366	10	-	-	SYM
bae-3224	366	11	261	261	NUM
bae-3224	366	12	kodde	kodde	VERB
bae-3224	366	13	,	,	PUNCT
bae-3224	366	14	d.	d.	PROPN
bae-3224	366	15	a.	a.	PROPN
bae-3224	366	16	and	and	CCONJ
bae-3224	366	17	f.c	f.c	PROPN
bae-3224	366	18	.	.	PROPN
bae-3224	366	19	palm	palm	PROPN
bae-3224	366	20	(	(	PUNCT
bae-3224	366	21	1986	1986	NUM
bae-3224	366	22	)	)	PUNCT
bae-3224	366	23	.	.	PUNCT
bae-3224	367	1	wald	wald	NOUN
bae-3224	367	2	criteria	criterion	NOUN
bae-3224	367	3	for	for	ADP
bae-3224	367	4	jointly	jointly	ADV
bae-3224	367	5	testing	test	VERB
bae-3224	367	6	equality	equality	NOUN
bae-3224	367	7	and	and	CCONJ
bae-3224	367	8	inequality	inequality	NOUN
bae-3224	367	9	restrictions	restriction	NOUN
bae-3224	367	10	.	.	PUNCT
bae-3224	368	1	econometrica	econometrica	PROPN
bae-3224	368	2	,	,	PUNCT
bae-3224	368	3	54	54	NUM
bae-3224	368	4	:	:	SYM
bae-3224	368	5	1243	1243	NUM
bae-3224	368	6	-	-	SYM
bae-3224	368	7	1248	1248	NUM
bae-3224	368	8	.	.	PUNCT
bae-3224	369	1	kumbhakar	kumbhakar	PROPN
bae-3224	369	2	,	,	PUNCT
bae-3224	369	3	s.c	s.c	PROPN
bae-3224	369	4	.	.	PROPN
bae-3224	369	5	,	,	PUNCT
bae-3224	369	6	gosh	gosh	PROPN
bae-3224	369	7	,	,	PUNCT
bae-3224	369	8	s.	s.	PROPN
bae-3224	369	9	and	and	CCONJ
bae-3224	369	10	mcguckin	mcguckin	PROPN
bae-3224	369	11	,	,	PUNCT
bae-3224	369	12	j.t	j.t	PROPN
bae-3224	369	13	.	.	PROPN
bae-3224	369	14	(	(	PUNCT
bae-3224	369	15	1991	1991	NUM
bae-3224	369	16	)	)	PUNCT
bae-3224	369	17	.	.	PUNCT
bae-3224	370	1	a	a	DET
bae-3224	370	2	generalized	generalized	ADJ
bae-3224	370	3	production	production	NOUN
bae-3224	370	4	frontier	frontier	NOUN
bae-3224	370	5	approach	approach	NOUN
bae-3224	370	6	for	for	ADP
bae-3224	370	7	estimating	estimate	VERB
bae-3224	370	8	determinants	determinant	NOUN
bae-3224	370	9	of	of	ADP
bae-3224	370	10	inefficiency	inefficiency	NOUN
bae-3224	370	11	in	in	ADP
bae-3224	370	12	us	we	PRON
bae-3224	370	13	dairy	dairy	NOUN
bae-3224	370	14	farms	farm	NOUN
bae-3224	370	15	.	.	PUNCT
bae-3224	371	1	journal	journal	NOUN
bae-3224	371	2	of	of	ADP
bae-3224	371	3	business	business	NOUN
bae-3224	371	4	and	and	CCONJ
bae-3224	371	5	economic	economic	ADJ
bae-3224	371	6	statistics	statistic	NOUN
bae-3224	371	7	,	,	PUNCT
bae-3224	371	8	9	9	NUM
bae-3224	371	9	:	:	SYM
bae-3224	371	10	279	279	NUM
bae-3224	371	11	-	-	SYM
bae-3224	371	12	286	286	NUM
bae-3224	371	13	.	.	PUNCT
bae-3224	372	1	kumbhakar	kumbhakar	PROPN
bae-3224	372	2	,	,	PUNCT
bae-3224	372	3	s.c	s.c	PROPN
bae-3224	372	4	.	.	PROPN
bae-3224	372	5	and	and	CCONJ
bae-3224	372	6	lovell	lovell	PROPN
bae-3224	372	7	,	,	PUNCT
bae-3224	372	8	c.a.k	c.a.k	NOUN
bae-3224	372	9	(	(	PUNCT
bae-3224	372	10	2000	2000	NUM
bae-3224	372	11	)	)	PUNCT
bae-3224	372	12	.	.	PUNCT
bae-3224	373	1	stochastic	stochastic	ADJ
bae-3224	373	2	frontier	frontier	NOUN
bae-3224	373	3	analysis	analysis	NOUN
bae-3224	373	4	.	.	PUNCT
bae-3224	374	1	cambridge	cambridge	PROPN
bae-3224	374	2	:	:	PUNCT
bae-3224	374	3	cambridge	cambridge	PROPN
bae-3224	374	4	university	university	PROPN
bae-3224	374	5	press	press	NOUN
bae-3224	374	6	.	.	PUNCT
bae-3224	375	1	lothgren	lothgren	PROPN
bae-3224	375	2	,	,	PUNCT
bae-3224	375	3	m.	m.	NOUN
bae-3224	375	4	(	(	PUNCT
bae-3224	375	5	1997	1997	NUM
bae-3224	375	6	)	)	PUNCT
bae-3224	375	7	.	.	PUNCT
bae-3224	376	1	generalized	generalize	VERB
bae-3224	376	2	stochastic	stochastic	ADJ
bae-3224	376	3	frontier	frontier	NOUN
bae-3224	376	4	production	production	NOUN
bae-3224	376	5	models	model	NOUN
bae-3224	376	6	.	.	PUNCT
bae-3224	377	1	economics	economic	NOUN
bae-3224	377	2	letters	letter	NOUN
bae-3224	377	3	,	,	PUNCT
bae-3224	377	4	57	57	NUM
bae-3224	377	5	(	(	PUNCT
bae-3224	377	6	3	3	NUM
bae-3224	377	7	):	):	PUNCT
bae-3224	377	8	255	255	NUM
bae-3224	377	9	-	-	SYM
bae-3224	377	10	259	259	NUM
bae-3224	377	11	.	.	PUNCT
bae-3224	378	1	lothgren	lothgren	PROPN
bae-3224	378	2	,	,	PUNCT
bae-3224	378	3	m.	m.	NOUN
bae-3224	378	4	(	(	PUNCT
bae-3224	378	5	2000	2000	NUM
bae-3224	378	6	)	)	PUNCT
bae-3224	378	7	.	.	PUNCT
bae-3224	379	1	specification	specification	NOUN
bae-3224	379	2	and	and	CCONJ
bae-3224	379	3	estimation	estimation	NOUN
bae-3224	379	4	of	of	ADP
bae-3224	379	5	stochastic	stochastic	ADJ
bae-3224	379	6	multiple	multiple	ADJ
bae-3224	379	7	-	-	PUNCT
bae-3224	379	8	output	output	NOUN
bae-3224	379	9	production	production	NOUN
bae-3224	379	10	and	and	CCONJ
bae-3224	379	11	technical	technical	ADJ
bae-3224	379	12	inefficiency	inefficiency	NOUN
bae-3224	379	13	.	.	PUNCT
bae-3224	380	1	applied	apply	VERB
bae-3224	380	2	economics	economic	NOUN
bae-3224	380	3	,	,	PUNCT
bae-3224	380	4	32	32	NUM
bae-3224	380	5	:	:	SYM
bae-3224	380	6	1533	1533	NUM
bae-3224	380	7	-	-	SYM
bae-3224	380	8	1540	1540	NUM
bae-3224	380	9	.	.	PUNCT
bae-3224	381	1	lovell	lovell	PROPN
bae-3224	381	2	,	,	PUNCT
bae-3224	381	3	c.a.k	c.a.k	PROPN
bae-3224	381	4	.	.	PROPN
bae-3224	381	5	,	,	PUNCT
bae-3224	381	6	richardson	richardson	PROPN
bae-3224	381	7	,	,	PUNCT
bae-3224	381	8	s.	s.	PROPN
bae-3224	381	9	,	,	PUNCT
bae-3224	381	10	travers	traver	NOUN
bae-3224	381	11	,	,	PUNCT
bae-3224	381	12	p.	p.	NOUN
bae-3224	381	13	and	and	CCONJ
bae-3224	381	14	wood	wood	PROPN
bae-3224	381	15	,	,	PUNCT
bae-3224	381	16	l.l	l.l	PROPN
bae-3224	381	17	.	.	PROPN
bae-3224	381	18	(	(	PUNCT
bae-3224	381	19	1994	1994	NUM
bae-3224	381	20	)	)	PUNCT
bae-3224	381	21	.	.	PUNCT
bae-3224	382	1	resources	resource	NOUN
bae-3224	382	2	and	and	CCONJ
bae-3224	382	3	functionings	functioning	NOUN
bae-3224	382	4	:	:	PUNCT
bae-3224	382	5	a	a	DET
bae-3224	382	6	new	new	ADJ
bae-3224	382	7	view	view	NOUN
bae-3224	382	8	of	of	ADP
bae-3224	382	9	inequality	inequality	NOUN
bae-3224	382	10	in	in	ADP
bae-3224	382	11	australia	australia	PROPN
bae-3224	382	12	.	.	PUNCT
bae-3224	383	1	in	in	ADP
bae-3224	383	2	:	:	PUNCT
bae-3224	383	3	eichlorn	eichlorn	ADJ
bae-3224	383	4	,	,	PUNCT
bae-3224	383	5	w.	w.	PROPN
bae-3224	383	6	(	(	PUNCT
bae-3224	383	7	ed	ed	NOUN
bae-3224	383	8	.	.	PUNCT
bae-3224	383	9	)	)	PUNCT
bae-3224	383	10	,	,	PUNCT
bae-3224	383	11	models	model	NOUN
bae-3224	383	12	and	and	CCONJ
bae-3224	383	13	measurement	measurement	NOUN
bae-3224	383	14	of	of	ADP
bae-3224	383	15	welfare	welfare	NOUN
bae-3224	383	16	and	and	CCONJ
bae-3224	383	17	inequality	inequality	NOUN
bae-3224	383	18	.	.	PUNCT
bae-3224	384	1	berlin	berlin	ADJ
bae-3224	384	2	:	:	PUNCT
bae-3224	384	3	springer	springer	NOUN
bae-3224	384	4	-	-	PUNCT
bae-3224	384	5	verlag	verlag	PROPN
bae-3224	384	6	.	.	PUNCT
bae-3224	385	1	morrison	morrison	PROPN
bae-3224	385	2	paul	paul	PROPN
bae-3224	385	3	,	,	PUNCT
bae-3224	385	4	c.j	c.j	PROPN
bae-3224	385	5	.	.	PROPN
bae-3224	385	6	,	,	PUNCT
bae-3224	385	7	johnston	johnston	PROPN
bae-3224	385	8	.	.	PUNCT
bae-3224	386	1	w.e	w.e	PROPN
bae-3224	386	2	.	.	PROPN
bae-3224	386	3	and	and	CCONJ
bae-3224	386	4	frengley	frengley	PROPN
bae-3224	386	5	.	.	PUNCT
bae-3224	387	1	g.a.g	g.a.g	PROPN
bae-3224	387	2	.	.	PUNCT
bae-3224	388	1	(	(	PUNCT
bae-3224	388	2	2000	2000	NUM
bae-3224	388	3	)	)	PUNCT
bae-3224	388	4	.	.	PUNCT
bae-3224	389	1	efficiency	efficiency	NOUN
bae-3224	389	2	in	in	ADP
bae-3224	389	3	new	new	PROPN
bae-3224	389	4	zealand	zealand	PROPN
bae-3224	389	5	sheep	sheep	PROPN
bae-3224	389	6	and	and	CCONJ
bae-3224	389	7	beef	beef	NOUN
bae-3224	389	8	farming	farming	NOUN
bae-3224	389	9	:	:	PUNCT
bae-3224	389	10	the	the	DET
bae-3224	389	11	impacts	impact	NOUN
bae-3224	389	12	of	of	ADP
bae-3224	389	13	regulatory	regulatory	ADJ
bae-3224	389	14	reform	reform	NOUN
bae-3224	389	15	.	.	PUNCT
bae-3224	390	1	the	the	DET
bae-3224	390	2	review	review	NOUN
bae-3224	390	3	of	of	ADP
bae-3224	390	4	economics	economic	NOUN
bae-3224	390	5	and	and	CCONJ
bae-3224	390	6	statistics	statistic	NOUN
bae-3224	390	7	,	,	PUNCT
bae-3224	390	8	82	82	NUM
bae-3224	390	9	(	(	PUNCT
bae-3224	390	10	2	2	NUM
bae-3224	390	11	):	):	PUNCT
bae-3224	390	12	325	325	NUM
bae-3224	390	13	-	-	SYM
bae-3224	390	14	337	337	NUM
bae-3224	390	15	mundlak	mundlak	NOUN
bae-3224	390	16	,	,	PUNCT
bae-3224	390	17	y.	y.	PROPN
bae-3224	390	18	(	(	PUNCT
bae-3224	390	19	1963	1963	NUM
bae-3224	390	20	)	)	PUNCT
bae-3224	390	21	.	.	PUNCT
bae-3224	391	1	specification	specification	NOUN
bae-3224	391	2	and	and	CCONJ
bae-3224	391	3	estimation	estimation	NOUN
bae-3224	391	4	of	of	ADP
bae-3224	391	5	multiproduct	multiproduct	ADJ
bae-3224	391	6	production	production	NOUN
bae-3224	391	7	functions	function	NOUN
bae-3224	391	8	.	.	PUNCT
bae-3224	392	1	journal	journal	NOUN
bae-3224	392	2	of	of	ADP
bae-3224	392	3	farm	farm	NOUN
bae-3224	392	4	economics	economic	NOUN
bae-3224	392	5	,	,	PUNCT
bae-3224	392	6	45	45	NUM
bae-3224	392	7	:	:	SYM
bae-3224	392	8	433	433	NUM
bae-3224	392	9	-	-	SYM
bae-3224	392	10	443	443	NUM
bae-3224	392	11	.	.	PUNCT
bae-3224	393	1	naylor	naylor	PROPN
bae-3224	393	2	,	,	PUNCT
bae-3224	393	3	r.l	r.l	PROPN
bae-3224	393	4	.	.	PROPN
bae-3224	393	5	,	,	PUNCT
bae-3224	393	6	r.j	r.j	PROPN
bae-3224	393	7	.	.	PROPN
bae-3224	393	8	goldburg	goldburg	PROPN
bae-3224	393	9	,	,	PUNCT
bae-3224	393	10	primavera	primavera	PROPN
bae-3224	393	11	,	,	PUNCT
bae-3224	393	12	j.h	j.h	PROPN
bae-3224	393	13	.	.	PROPN
bae-3224	393	14	,	,	PUNCT
bae-3224	393	15	kautsky	kautsky	PROPN
bae-3224	393	16	,	,	PUNCT
bae-3224	393	17	n.	n.	NOUN
bae-3224	393	18	,	,	PUNCT
bae-3224	393	19	beveridge	beveridge	NOUN
bae-3224	393	20	,	,	PUNCT
bae-3224	393	21	m.c.m	m.c.m	ADJ
bae-3224	393	22	.	.	PROPN
bae-3224	393	23	,	,	PUNCT
bae-3224	393	24	clay	clay	NOUN
bae-3224	393	25	,	,	PUNCT
bae-3224	393	26	j.	j.	PROPN
bae-3224	393	27	,	,	PUNCT
bae-3224	393	28	folke	folke	PROPN
bae-3224	393	29	,	,	PUNCT
bae-3224	393	30	c.	c.	PROPN
bae-3224	393	31	,	,	PUNCT
bae-3224	393	32	lubchenco	lubchenco	PROPN
bae-3224	393	33	,	,	PUNCT
bae-3224	393	34	j.	j.	PROPN
bae-3224	393	35	,	,	PUNCT
bae-3224	393	36	mooney	mooney	PROPN
bae-3224	393	37	,	,	PUNCT
bae-3224	393	38	h.	h.	PROPN
bae-3224	393	39	and	and	CCONJ
bae-3224	393	40	troell	troell	PROPN
bae-3224	393	41	,	,	PUNCT
bae-3224	393	42	m.	m.	NOUN
bae-3224	393	43	(	(	PUNCT
bae-3224	393	44	2000	2000	NUM
bae-3224	393	45	)	)	PUNCT
bae-3224	393	46	.	.	PUNCT
bae-3224	394	1	effect	effect	NOUN
bae-3224	394	2	of	of	ADP
bae-3224	394	3	aquaculture	aquaculture	NOUN
bae-3224	394	4	on	on	ADP
bae-3224	394	5	world	world	NOUN
bae-3224	394	6	fish	fish	NOUN
bae-3224	394	7	supplies	supply	NOUN
bae-3224	394	8	.	.	PUNCT
bae-3224	395	1	nature	nature	NOUN
bae-3224	395	2	,	,	PUNCT
bae-3224	395	3	405	405	NUM
bae-3224	395	4	:	:	PUNCT
bae-3224	395	5	1017	1017	NUM
bae-3224	395	6	-	-	SYM
bae-3224	395	7	1024	1024	NUM
bae-3224	395	8	.	.	PUNCT
bae-3224	396	1	orea	orea	PROPN
bae-3224	396	2	,	,	PUNCT
bae-3224	396	3	l.	l.	PROPN
bae-3224	396	4	,	,	PUNCT
bae-3224	396	5	alvarez	alvarez	PROPN
bae-3224	396	6	,	,	PUNCT
bae-3224	396	7	a.	a.	PROPN
bae-3224	396	8	and	and	CCONJ
bae-3224	396	9	morisson	morisson	PROPN
bae-3224	396	10	paul	paul	PROPN
bae-3224	396	11	,	,	PUNCT
bae-3224	396	12	c.j	c.j	PROPN
bae-3224	396	13	.	.	PROPN
bae-3224	396	14	(	(	PUNCT
bae-3224	396	15	2002	2002	NUM
bae-3224	396	16	)	)	PUNCT
bae-3224	396	17	.	.	PUNCT
bae-3224	397	1	modeling	modeling	NOUN
bae-3224	397	2	and	and	CCONJ
bae-3224	397	3	measuring	measure	VERB
bae-3224	397	4	production	production	NOUN
bae-3224	397	5	processes	process	NOUN
bae-3224	397	6	for	for	ADP
bae-3224	397	7	a	a	DET
bae-3224	397	8	multi	multi	ADJ
bae-3224	397	9	-	-	ADJ
bae-3224	397	10	species	species	ADJ
bae-3224	397	11	fishery	fishery	NOUN
bae-3224	397	12	:	:	PUNCT
bae-3224	397	13	alternative	alternative	ADJ
bae-3224	397	14	technical	technical	ADJ
bae-3224	397	15	efficiency	efficiency	NOUN
bae-3224	397	16	estimates	estimate	NOUN
bae-3224	397	17	for	for	ADP
bae-3224	397	18	the	the	DET
bae-3224	397	19	northern	northern	PROPN
bae-3224	397	20	spain	spain	PROPN
bae-3224	397	21	hake	hake	PROPN
bae-3224	397	22	fishery	fishery	PROPN
bae-3224	397	23	.	.	PUNCT
bae-3224	398	1	efficiency	efficiency	NOUN
bae-3224	398	2	paper	paper	NOUN
bae-3224	398	3	series	series	NOUN
bae-3224	398	4	,	,	PUNCT
bae-3224	398	5	department	department	NOUN
bae-3224	398	6	of	of	ADP
bae-3224	398	7	economics	economic	NOUN
bae-3224	398	8	,	,	PUNCT
bae-3224	398	9	university	university	NOUN
bae-3224	398	10	of	of	ADP
bae-3224	398	11	oviedo	oviedo	PROPN
bae-3224	398	12	.	.	PUNCT
bae-3224	399	1	196	196	NUM
bae-3224	399	2	x.	x.	NOUN
bae-3224	399	3	irz	irz	PROPN
bae-3224	399	4	,	,	PUNCT
bae-3224	399	5	j.r	j.r	PROPN
bae-3224	399	6	.	.	PROPN
bae-3224	399	7	stevenson	stevenson	PROPN
bae-3224	399	8	pascoe	pascoe	PROPN
bae-3224	399	9	,	,	PUNCT
bae-3224	399	10	s.	s.	PROPN
bae-3224	399	11	and	and	CCONJ
bae-3224	399	12	coglan	coglan	PROPN
bae-3224	399	13	,	,	PUNCT
bae-3224	399	14	l.	l.	PROPN
bae-3224	399	15	(	(	PUNCT
bae-3224	399	16	2002	2002	NUM
bae-3224	399	17	)	)	PUNCT
bae-3224	399	18	.	.	PUNCT
bae-3224	400	1	the	the	DET
bae-3224	400	2	contribution	contribution	NOUN
bae-3224	400	3	of	of	ADP
bae-3224	400	4	unmeasurable	unmeasurable	ADJ
bae-3224	400	5	inputs	input	NOUN
bae-3224	400	6	to	to	ADP
bae-3224	400	7	fisheries	fishery	NOUN
bae-3224	400	8	production	production	NOUN
bae-3224	400	9	:	:	PUNCT
bae-3224	400	10	an	an	DET
bae-3224	400	11	analysis	analysis	NOUN
bae-3224	400	12	of	of	ADP
bae-3224	400	13	technical	technical	ADJ
bae-3224	400	14	efficiency	efficiency	NOUN
bae-3224	400	15	of	of	ADP
bae-3224	400	16	fishing	fishing	NOUN
bae-3224	400	17	vessels	vessel	NOUN
bae-3224	400	18	in	in	ADP
bae-3224	400	19	the	the	DET
bae-3224	400	20	english	english	ADJ
bae-3224	400	21	channel	channel	NOUN
bae-3224	400	22	.	.	PUNCT
bae-3224	401	1	american	american	PROPN
bae-3224	401	2	journal	journal	PROPN
bae-3224	401	3	of	of	ADP
bae-3224	401	4	agricultural	agricultural	ADJ
bae-3224	401	5	economics	economic	NOUN
bae-3224	401	6	,	,	PUNCT
bae-3224	401	7	84	84	NUM
bae-3224	401	8	(	(	PUNCT
bae-3224	401	9	august	august	PROPN
bae-3224	401	10	):	):	PUNCT
bae-3224	401	11	585	585	NUM
bae-3224	401	12	-	-	SYM
bae-3224	401	13	597	597	NUM
bae-3224	401	14	.	.	PUNCT
bae-3224	402	1	primavera	primavera	PROPN
bae-3224	402	2	,	,	PUNCT
bae-3224	402	3	j.h	j.h	PROPN
bae-3224	402	4	.	.	PROPN
bae-3224	402	5	(	(	PUNCT
bae-3224	402	6	1997	1997	NUM
bae-3224	402	7	)	)	PUNCT
bae-3224	402	8	.	.	PUNCT
bae-3224	403	1	socio	socio	NOUN
bae-3224	403	2	-	-	PUNCT
bae-3224	403	3	economic	economic	ADJ
bae-3224	403	4	impacts	impact	NOUN
bae-3224	403	5	of	of	ADP
bae-3224	403	6	shrimp	shrimp	NOUN
bae-3224	403	7	culture	culture	NOUN
bae-3224	403	8	.	.	PUNCT
bae-3224	404	1	aquaculture	aquaculture	NOUN
bae-3224	404	2	research	research	NOUN
bae-3224	404	3	,	,	PUNCT
bae-3224	404	4	28	28	NUM
bae-3224	404	5	(	(	PUNCT
bae-3224	404	6	10	10	NUM
bae-3224	404	7	):	):	PUNCT
bae-3224	404	8	815	815	NUM
bae-3224	404	9	-	-	SYM
bae-3224	404	10	827	827	NUM
bae-3224	404	11	.	.	PUNCT
bae-3224	405	1	primavera	primavera	PROPN
bae-3224	405	2	,	,	PUNCT
bae-3224	405	3	j.h	j.h	PROPN
bae-3224	405	4	.	.	PROPN
bae-3224	405	5	(	(	PUNCT
bae-3224	405	6	2000	2000	NUM
bae-3224	405	7	)	)	PUNCT
bae-3224	405	8	.	.	PUNCT
bae-3224	406	1	development	development	NOUN
bae-3224	406	2	and	and	CCONJ
bae-3224	406	3	conservation	conservation	NOUN
bae-3224	406	4	of	of	ADP
bae-3224	406	5	philippine	philippine	ADJ
bae-3224	406	6	mangroves	mangrove	NOUN
bae-3224	406	7	:	:	PUNCT
bae-3224	406	8	institutional	institutional	ADJ
bae-3224	406	9	issues	issue	NOUN
bae-3224	406	10	.	.	PUNCT
bae-3224	407	1	ecological	ecological	ADJ
bae-3224	407	2	economics	economic	NOUN
bae-3224	407	3	,	,	PUNCT
bae-3224	407	4	35	35	NUM
bae-3224	407	5	(	(	PUNCT
bae-3224	407	6	1	1	NUM
bae-3224	407	7	):	):	PUNCT
bae-3224	407	8	91	91	NUM
bae-3224	407	9	-	-	SYM
bae-3224	407	10	106	106	NUM
bae-3224	407	11	.	.	PUNCT
bae-3224	408	1	sen	sen	PROPN
bae-3224	408	2	,	,	PUNCT
bae-3224	408	3	a.	a.	PROPN
bae-3224	408	4	(	(	PUNCT
bae-3224	408	5	1962	1962	NUM
bae-3224	408	6	)	)	PUNCT
bae-3224	408	7	an	an	DET
bae-3224	408	8	aspect	aspect	NOUN
bae-3224	408	9	of	of	ADP
bae-3224	408	10	indian	indian	ADJ
bae-3224	408	11	agriculture	agriculture	NOUN
bae-3224	408	12	.	.	PUNCT
bae-3224	409	1	economic	economic	ADJ
bae-3224	409	2	and	and	CCONJ
bae-3224	409	3	political	political	ADJ
bae-3224	409	4	weekly	weekly	ADJ
bae-3224	409	5	,	,	PUNCT
bae-3224	409	6	annual	annual	ADJ
bae-3224	409	7	number	number	NOUN
bae-3224	409	8	,	,	PUNCT
bae-3224	409	9	2	2	NUM
bae-3224	409	10	:	:	SYM
bae-3224	409	11	23	23	NUM
bae-3224	409	12	-	-	SYM
bae-3224	409	13	36	36	NUM
bae-3224	409	14	.	.	PUNCT
bae-3224	410	1	stevenson	stevenson	PROPN
bae-3224	410	2	,	,	PUNCT
bae-3224	410	3	r.e	r.e	PROPN
bae-3224	410	4	.	.	PROPN
bae-3224	410	5	(	(	PUNCT
bae-3224	410	6	1980	1980	NUM
bae-3224	410	7	)	)	PUNCT
bae-3224	410	8	.	.	PUNCT
bae-3224	411	1	likelihood	likelihood	NOUN
bae-3224	411	2	functions	function	NOUN
bae-3224	411	3	for	for	ADP
bae-3224	411	4	generalized	generalized	ADJ
bae-3224	411	5	stochastic	stochastic	ADJ
bae-3224	411	6	frontier	frontier	NOUN
bae-3224	411	7	estimation	estimation	NOUN
bae-3224	411	8	.	.	PUNCT
bae-3224	412	1	journal	journal	PROPN
bae-3224	412	2	of	of	ADP
bae-3224	412	3	econometrics	econometric	NOUN
bae-3224	412	4	,	,	PUNCT
bae-3224	412	5	13	13	NUM
bae-3224	412	6	:	:	SYM
bae-3224	412	7	57	57	NUM
bae-3224	412	8	-	-	SYM
bae-3224	412	9	66	66	NUM
bae-3224	412	10	.	.	PUNCT
bae-3224	413	1	tisdell	tisdell	VERB
bae-3224	413	2	,	,	PUNCT
bae-3224	413	3	c.	c.	PROPN
bae-3224	413	4	(	(	PUNCT
bae-3224	413	5	2003	2003	NUM
bae-3224	413	6	)	)	PUNCT
bae-3224	413	7	.	.	PUNCT
bae-3224	414	1	aquaculture	aquaculture	NOUN
bae-3224	414	2	’s	’s	PART
bae-3224	414	3	potential	potential	ADJ
bae-3224	414	4	impacts	impact	NOUN
bae-3224	414	5	on	on	ADP
bae-3224	414	6	conservation	conservation	NOUN
bae-3224	414	7	of	of	ADP
bae-3224	414	8	wild	wild	ADJ
bae-3224	414	9	stocks	stock	NOUN
bae-3224	414	10	and	and	CCONJ
bae-3224	414	11	biodiversity	biodiversity	NOUN
bae-3224	414	12	.	.	PUNCT
bae-3224	415	1	aquaculture	aquaculture	NOUN
bae-3224	415	2	economics	economic	NOUN
bae-3224	415	3	and	and	CCONJ
bae-3224	415	4	management	management	NOUN
bae-3224	415	5	,	,	PUNCT
bae-3224	415	6	7	7	NUM
bae-3224	415	7	(	(	PUNCT
bae-3224	415	8	1	1	NUM
bae-3224	415	9	-	-	SYM
bae-3224	415	10	2	2	NUM
bae-3224	415	11	):	):	PUNCT
bae-3224	415	12	155	155	NUM
bae-3224	415	13	-	-	SYM
bae-3224	415	14	165	165	NUM
bae-3224	415	15	.	.	PUNCT
bae-3224	416	1	whiteman	whiteman	PROPN
bae-3224	416	2	,	,	PUNCT
bae-3224	416	3	j.l	j.l	PROPN
bae-3224	416	4	.	.	PROPN
bae-3224	416	5	(	(	PUNCT
bae-3224	416	6	1999	1999	NUM
bae-3224	416	7	)	)	PUNCT
bae-3224	416	8	.	.	PUNCT
bae-3224	417	1	the	the	DET
bae-3224	417	2	measurement	measurement	NOUN
bae-3224	417	3	of	of	ADP
bae-3224	417	4	efficiency	efficiency	NOUN
bae-3224	417	5	where	where	SCONJ
bae-3224	417	6	there	there	PRON
bae-3224	417	7	are	be	VERB
bae-3224	417	8	multiple	multiple	ADJ
bae-3224	417	9	outputs	output	NOUN
bae-3224	417	10	,	,	PUNCT
bae-3224	417	11	general	general	ADJ
bae-3224	417	12	paper	paper	NOUN
bae-3224	417	13	g-134	g-134	PROPN
bae-3224	417	14	,	,	PUNCT
bae-3224	417	15	centre	centre	NOUN
bae-3224	417	16	of	of	ADP
bae-3224	417	17	policy	policy	NOUN
bae-3224	417	18	studies	study	NOUN
bae-3224	417	19	,	,	PUNCT
bae-3224	417	20	monash	monash	PROPN
bae-3224	417	21	university	university	PROPN
bae-3224	417	22	.	.	PUNCT
bae-3224	418	1	yap	yap	PROPN
bae-3224	418	2	,	,	PUNCT
bae-3224	418	3	w.g	w.g	PROPN
bae-3224	418	4	.	.	PROPN
bae-3224	418	5	(	(	PUNCT
bae-3224	418	6	1999	1999	NUM
bae-3224	418	7	)	)	PUNCT
bae-3224	418	8	.	.	PUNCT
bae-3224	419	1	rural	rural	ADJ
bae-3224	419	2	aquaculture	aquaculture	NOUN
bae-3224	419	3	in	in	ADP
bae-3224	419	4	the	the	DET
bae-3224	419	5	philippines	philippine	NOUN
bae-3224	419	6	,	,	PUNCT
bae-3224	419	7	rome	rome	PROPN
bae-3224	419	8	:	:	PUNCT
bae-3224	419	9	fao	fao	ADJ
bae-3224	419	10	.	.	PUNCT
bae-3224	420	1	appendix	appendix	NOUN
bae-3224	420	2	1	1	NUM
bae-3224	420	3	.	.	PUNCT
bae-3224	421	1	dual	dual	ADJ
bae-3224	421	2	properties	property	NOUN
bae-3224	421	3	of	of	ADP
bae-3224	421	4	the	the	DET
bae-3224	421	5	ray	ray	NOUN
bae-3224	421	6	production	production	NOUN
bae-3224	421	7	function	function	VERB
bae-3224	421	8	the	the	DET
bae-3224	421	9	revenue	revenue	NOUN
bae-3224	421	10	maximisation	maximisation	NOUN
bae-3224	421	11	problem	problem	NOUN
bae-3224	421	12	can	can	AUX
bae-3224	421	13	be	be	AUX
bae-3224	421	14	written	write	VERB
bae-3224	421	15	in	in	ADP
bae-3224	421	16	terms	term	NOUN
bae-3224	421	17	of	of	ADP
bae-3224	421	18	the	the	DET
bae-3224	421	19	ray	ray	NOUN
bae-3224	421	20	function	function	NOUN
bae-3224	421	21	as	as	ADP
bae-3224	421	22	:	:	PUNCT
bae-3224	421	23	  	  	SPACE
bae-3224	421	24	(	(	PUNCT
bae-3224	421	25	a.1	a.1	X
bae-3224	421	26	)	)	PUNCT
bae-3224	421	27	denoting	denote	VERB
bae-3224	421	28	by	by	ADP
bae-3224	421	29	λ	λ	PROPN
bae-3224	421	30	the	the	DET
bae-3224	421	31	lagrange	lagrange	PROPN
bae-3224	421	32	multiplier	multiplier	ADV
bae-3224	421	33	,	,	PUNCT
bae-3224	421	34	the	the	DET
bae-3224	421	35	first	first	ADJ
bae-3224	421	36	order	order	NOUN
bae-3224	421	37	conditions	condition	NOUN
bae-3224	421	38	are	be	AUX
bae-3224	421	39	:	:	PUNCT
bae-3224	421	40	  	  	SPACE
bae-3224	421	41	(	(	PUNCT
bae-3224	421	42	a.2	a.2	PROPN
bae-3224	421	43	)	)	PUNCT
bae-3224	421	44	  	  	SPACE
bae-3224	421	45	(	(	PUNCT
bae-3224	421	46	a.3	a.3	NOUN
bae-3224	421	47	)	)	PUNCT
bae-3224	421	48	re	re	VERB
bae-3224	421	49	-	-	VERB
bae-3224	421	50	arranging	arrange	VERB
bae-3224	421	51	(	(	PUNCT
bae-3224	421	52	a.2	a.2	NOUN
bae-3224	421	53	)	)	PUNCT
bae-3224	421	54	,	,	PUNCT
bae-3224	421	55	multiplying	multiply	VERB
bae-3224	421	56	by	by	ADP
bae-3224	421	57	yj	yj	PROPN
bae-3224	421	58	and	and	CCONJ
bae-3224	421	59	summing	sum	VERB
bae-3224	421	60	over	over	ADP
bae-3224	421	61	all	all	DET
bae-3224	421	62	outputs	output	NOUN
bae-3224	421	63	gives	give	VERB
bae-3224	421	64	:	:	PUNCT
bae-3224	421	65	  	  	SPACE
bae-3224	421	66	(	(	PUNCT
bae-3224	421	67	a.4	a.4	ADJ
bae-3224	421	68	)	)	PUNCT
bae-3224	421	69	197efficiency	197efficiency	PROPN
bae-3224	421	70	and	and	CCONJ
bae-3224	421	71	farm	farm	NOUN
bae-3224	421	72	size	size	NOUN
bae-3224	421	73	in	in	ADP
bae-3224	421	74	philippine	philippine	ADJ
bae-3224	421	75	aquaculture	aquaculture	NOUN
bae-3224	421	76	the	the	DET
bae-3224	421	77	first	first	ADJ
bae-3224	421	78	term	term	NOUN
bae-3224	421	79	of	of	ADP
bae-3224	421	80	this	this	DET
bae-3224	421	81	sum	sum	NOUN
bae-3224	421	82	can	can	AUX
bae-3224	421	83	be	be	AUX
bae-3224	421	84	re	re	VERB
bae-3224	421	85	-	-	VERB
bae-3224	421	86	written	write	VERB
bae-3224	421	87	as	as	ADP
bae-3224	421	88	 	 	SPACE
bae-3224	421	89	,	,	PUNCT
bae-3224	421	90	but	but	CCONJ
bae-3224	421	91	since	since	SCONJ
bae-3224	421	92	the	the	DET
bae-3224	421	93	function	function	NOUN
bae-3224	421	94	θm	θm	ADV
bae-3224	421	95	is	be	AUX
bae-3224	421	96	homogenous	homogenous	ADJ
bae-3224	421	97	of	of	ADP
bae-3224	421	98	degree	degree	NOUN
bae-3224	421	99	zero	zero	NUM
bae-3224	421	100	in	in	ADP
bae-3224	421	101	y	y	PROPN
bae-3224	421	102	,	,	PUNCT
bae-3224	421	103	  	  	SPACE
bae-3224	421	104	further	far	ADV
bae-3224	421	105	,	,	PUNCT
bae-3224	421	106	using	use	VERB
bae-3224	421	107	(	(	PUNCT
bae-3224	421	108	a.3	a.3	NOUN
bae-3224	421	109	)	)	PUNCT
bae-3224	421	110	,	,	PUNCT
bae-3224	421	111	equation	equation	NOUN
bae-3224	421	112	(	(	PUNCT
bae-3224	421	113	a.4	a.4	X
bae-3224	421	114	)	)	PUNCT
bae-3224	421	115	reduces	reduce	VERB
bae-3224	421	116	to	to	PART
bae-3224	421	117	:	:	PUNCT
bae-3224	421	118	  	  	SPACE
bae-3224	421	119	(	(	PUNCT
bae-3224	421	120	a.5	a.5	NOUN
bae-3224	421	121	)	)	PUNCT
bae-3224	421	122	this	this	DET
bae-3224	421	123	expression	expression	NOUN
bae-3224	421	124	means	mean	VERB
bae-3224	421	125	that	that	SCONJ
bae-3224	421	126	the	the	DET
bae-3224	421	127	lagrange	lagrange	NOUN
bae-3224	421	128	multiplier	multiplier	ADV
bae-3224	421	129	is	be	AUX
bae-3224	421	130	simply	simply	ADV
bae-3224	421	131	the	the	DET
bae-3224	421	132	unit	unit	NOUN
bae-3224	421	133	value	value	NOUN
bae-3224	421	134	of	of	ADP
bae-3224	421	135	the	the	DET
bae-3224	421	136	norm	norm	NOUN
bae-3224	421	137	.	.	PUNCT
bae-3224	422	1	applying	apply	VERB
bae-3224	422	2	the	the	DET
bae-3224	422	3	envelop	envelop	NOUN
bae-3224	422	4	theorem	theorem	NOUN
bae-3224	422	5	to	to	ADP
bae-3224	422	6	the	the	DET
bae-3224	422	7	original	original	ADJ
bae-3224	422	8	problem	problem	NOUN
bae-3224	422	9	(	(	PUNCT
bae-3224	422	10	a.1	a.1	NOUN
bae-3224	422	11	)	)	PUNCT
bae-3224	422	12	therefore	therefore	ADV
bae-3224	422	13	gives	give	VERB
bae-3224	422	14	us	we	PRON
bae-3224	422	15	:	:	PUNCT
bae-3224	422	16	  	  	SPACE
bae-3224	422	17	(	(	PUNCT
bae-3224	422	18	a.6	a.6	X
bae-3224	422	19	)	)	PUNCT
bae-3224	422	20	hence	hence	ADV
bae-3224	422	21	,	,	PUNCT
bae-3224	422	22	the	the	DET
bae-3224	422	23	elastictities	elastictitie	NOUN
bae-3224	422	24	of	of	ADP
bae-3224	422	25	the	the	DET
bae-3224	422	26	revenue	revenue	NOUN
bae-3224	422	27	function	function	NOUN
bae-3224	422	28	and	and	CCONJ
bae-3224	422	29	output	output	NOUN
bae-3224	422	30	ray	ray	NOUN
bae-3224	422	31	function	function	NOUN
bae-3224	422	32	with	with	ADP
bae-3224	422	33	respect	respect	NOUN
bae-3224	422	34	to	to	ADP
bae-3224	422	35	any	any	DET
bae-3224	422	36	input	input	NOUN
bae-3224	422	37	k	k	X
bae-3224	422	38	are	be	AUX
bae-3224	422	39	equal	equal	ADJ
bae-3224	422	40	and	and	CCONJ
bae-3224	422	41	are	be	AUX
bae-3224	422	42	expected	expect	VERB
bae-3224	422	43	to	to	PART
bae-3224	422	44	be	be	AUX
bae-3224	422	45	positive	positive	ADJ
bae-3224	422	46	.	.	PUNCT
bae-3224	423	1	we	we	PRON
bae-3224	423	2	also	also	ADV
bae-3224	423	3	use	use	VERB
bae-3224	423	4	(	(	PUNCT
bae-3224	423	5	a.5	a.5	NOUN
bae-3224	423	6	)	)	PUNCT
bae-3224	423	7	to	to	PART
bae-3224	423	8	rewrite	rewrite	VERB
bae-3224	423	9	(	(	PUNCT
bae-3224	423	10	a.2	a.2	SYM
bae-3224	423	11	)	)	PUNCT
bae-3224	423	12	,	,	PUNCT
bae-3224	423	13	from	from	ADP
bae-3224	423	14	which	which	PRON
bae-3224	423	15	it	it	PRON
bae-3224	423	16	follows	follow	VERB
bae-3224	423	17	that	that	SCONJ
bae-3224	423	18	the	the	DET
bae-3224	423	19	marginal	marginal	ADJ
bae-3224	423	20	rate	rate	NOUN
bae-3224	423	21	of	of	ADP
bae-3224	423	22	transformation	transformation	NOUN
bae-3224	423	23	between	between	ADP
bae-3224	423	24	two	two	NUM
bae-3224	423	25	outputs	output	NOUN
bae-3224	423	26	is	be	AUX
bae-3224	423	27	:	:	PUNCT
bae-3224	423	28	  	  	SPACE
bae-3224	423	29	(	(	PUNCT
bae-3224	423	30	a.7	a.7	NOUN
bae-3224	423	31	)	)	PUNCT
bae-3224	423	32	suppose	suppose	VERB
bae-3224	423	33	all	all	DET
bae-3224	423	34	the	the	DET
bae-3224	423	35	derivatives	derivative	NOUN
bae-3224	423	36	of	of	ADP
bae-3224	423	37	the	the	DET
bae-3224	423	38	ray	ray	NOUN
bae-3224	423	39	function	function	NOUN
bae-3224	423	40	with	with	ADP
bae-3224	423	41	respect	respect	NOUN
bae-3224	423	42	to	to	ADP
bae-3224	423	43	the	the	DET
bae-3224	423	44	angles	angle	NOUN
bae-3224	423	45	are	be	AUX
bae-3224	423	46	equal	equal	ADJ
bae-3224	423	47	to	to	ADP
bae-3224	423	48	0	0	NUM
bae-3224	423	49	.	.	PUNCT
bae-3224	424	1	this	this	PRON
bae-3224	424	2	implies	imply	VERB
bae-3224	424	3	that	that	SCONJ
bae-3224	424	4	the	the	DET
bae-3224	424	5	previous	previous	ADJ
bae-3224	424	6	ratio	ratio	NOUN
bae-3224	424	7	pj	pj	PROPN
bae-3224	424	8	/	/	SYM
bae-3224	424	9	pi	pi	PROPN
bae-3224	424	10	is	be	AUX
bae-3224	424	11	simply	simply	ADV
bae-3224	424	12	equal	equal	ADJ
bae-3224	424	13	to	to	ADP
bae-3224	424	14	yj	yj	PROPN
bae-3224	424	15	/	/	SYM
bae-3224	424	16	yi	yi	PROPN
bae-3224	424	17	,	,	PUNCT
bae-3224	424	18	which	which	PRON
bae-3224	424	19	can	can	AUX
bae-3224	424	20	only	only	ADV
bae-3224	424	21	be	be	AUX
bae-3224	424	22	the	the	DET
bae-3224	424	23	case	case	NOUN
bae-3224	424	24	if	if	SCONJ
bae-3224	424	25	the	the	DET
bae-3224	424	26	ppf	ppf	PROPN
bae-3224	424	27	is	be	AUX
bae-3224	424	28	perfectly	perfectly	ADV
bae-3224	424	29	approximated	approximate	VERB
bae-3224	424	30	in	in	ADP
bae-3224	424	31	the	the	DET
bae-3224	424	32	plane	plane	NOUN
bae-3224	424	33	(	(	PUNCT
bae-3224	424	34	yi;yj	yi;yj	PROPN
bae-3224	424	35	)	)	PUNCT
bae-3224	424	36	by	by	ADP
bae-3224	424	37	a	a	DET
bae-3224	424	38	circle	circle	NOUN
bae-3224	424	39	.	.	PUNCT
bae-3224	425	1	hence	hence	ADV
bae-3224	425	2	,	,	PUNCT
bae-3224	425	3	the	the	DET
bae-3224	425	4	restriction	restriction	NOUN
bae-3224	425	5	that	that	PRON
bae-3224	425	6	all	all	DET
bae-3224	425	7	derivatives	derivative	NOUN
bae-3224	425	8	of	of	ADP
bae-3224	425	9	the	the	DET
bae-3224	425	10	ray	ray	NOUN
bae-3224	425	11	production	production	NOUN
bae-3224	425	12	function	function	NOUN
bae-3224	425	13	with	with	ADP
bae-3224	425	14	respect	respect	NOUN
bae-3224	425	15	to	to	ADP
bae-3224	425	16	the	the	DET
bae-3224	425	17	(	(	PUNCT
bae-3224	425	18	m-1	m-1	NOUN
bae-3224	425	19	)	)	PUNCT
bae-3224	425	20	angles	angle	NOUN
bae-3224	425	21	are	be	AUX
bae-3224	425	22	equal	equal	ADJ
bae-3224	425	23	to	to	ADP
bae-3224	425	24	zero	zero	NUM
bae-3224	425	25	means	mean	VERB
bae-3224	425	26	that	that	SCONJ
bae-3224	425	27	the	the	DET
bae-3224	425	28	ppf	ppf	PROPN
bae-3224	425	29	is	be	AUX
bae-3224	425	30	a	a	DET
bae-3224	425	31	perfect	perfect	ADJ
bae-3224	425	32	sphere	sphere	NOUN
bae-3224	425	33	of	of	ADP
bae-3224	425	34	dimension	dimension	NOUN
bae-3224	425	35	m.	m.	NOUN
bae-3224	425	36	the	the	DET
bae-3224	425	37	ray	ray	NOUN
bae-3224	425	38	function	function	NOUN
bae-3224	425	39	also	also	ADV
bae-3224	425	40	shares	share	VERB
bae-3224	425	41	some	some	DET
bae-3224	425	42	dual	dual	ADJ
bae-3224	425	43	properties	property	NOUN
bae-3224	425	44	with	with	ADP
bae-3224	425	45	the	the	DET
bae-3224	425	46	minimum	minimum	ADJ
bae-3224	425	47	cost	cost	NOUN
bae-3224	425	48	function	function	NOUN
bae-3224	425	49	.	.	PUNCT
bae-3224	426	1	we	we	PRON
bae-3224	426	2	proceed	proceed	VERB
bae-3224	426	3	as	as	ADP
bae-3224	426	4	before	before	ADV
bae-3224	426	5	to	to	PART
bae-3224	426	6	rewrite	rewrite	VERB
bae-3224	426	7	the	the	DET
bae-3224	426	8	lagrangian	lagrangian	NOUN
bae-3224	426	9	of	of	ADP
bae-3224	426	10	the	the	DET
bae-3224	426	11	cost	cost	NOUN
bae-3224	426	12	minimisation	minimisation	NOUN
bae-3224	426	13	problem	problem	NOUN
bae-3224	426	14	:	:	PUNCT
bae-3224	426	15	  	  	SPACE
bae-3224	426	16	(	(	PUNCT
bae-3224	426	17	a.8	a.8	NOUN
bae-3224	426	18	)	)	PUNCT
bae-3224	426	19	the	the	DET
bae-3224	426	20	focs	foc	NOUN
bae-3224	426	21	are	be	AUX
bae-3224	426	22	:	:	PUNCT
bae-3224	426	23	  	  	SPACE
bae-3224	426	24	(	(	PUNCT
bae-3224	426	25	a.9	a.9	PROPN
bae-3224	426	26	)	)	PUNCT
bae-3224	426	27	198	198	NUM
bae-3224	426	28	x.	x.	NOUN
bae-3224	426	29	irz	irz	PROPN
bae-3224	426	30	,	,	PUNCT
bae-3224	426	31	j.r	j.r	PROPN
bae-3224	426	32	.	.	PROPN
bae-3224	426	33	stevenson	stevenson	PROPN
bae-3224	426	34	  	  	SPACE
bae-3224	426	35	(	(	PUNCT
bae-3224	426	36	a.10	a.10	PROPN
bae-3224	426	37	)	)	PUNCT
bae-3224	426	38	proceeding	proceeding	NOUN
bae-3224	426	39	as	as	SCONJ
bae-3224	426	40	before	before	SCONJ
bae-3224	426	41	it	it	PRON
bae-3224	426	42	follows	follow	VERB
bae-3224	426	43	that	that	SCONJ
bae-3224	426	44	,	,	PUNCT
bae-3224	426	45	implying	imply	VERB
bae-3224	426	46	that	that	SCONJ
bae-3224	426	47	:	:	PUNCT
bae-3224	426	48	  	  	SPACE
bae-3224	426	49	(	(	PUNCT
bae-3224	426	50	a.11	a.11	NOUN
bae-3224	426	51	)	)	PUNCT
bae-3224	426	52	the	the	DET
bae-3224	426	53	elasticity	elasticity	NOUN
bae-3224	426	54	of	of	ADP
bae-3224	426	55	the	the	DET
bae-3224	426	56	ray	ray	NOUN
bae-3224	426	57	function	function	NOUN
bae-3224	426	58	with	with	ADP
bae-3224	426	59	respect	respect	NOUN
bae-3224	426	60	to	to	ADP
bae-3224	426	61	any	any	DET
bae-3224	426	62	input	input	NOUN
bae-3224	426	63	xk	xk	PROPN
bae-3224	426	64	is	be	AUX
bae-3224	426	65	therefore	therefore	ADV
bae-3224	426	66	interpreted	interpret	VERB
bae-3224	426	67	as	as	ADP
bae-3224	426	68	the	the	DET
bae-3224	426	69	scale	scale	NOUN
bae-3224	426	70	-	-	PUNCT
bae-3224	426	71	adjusted	adjust	VERB
bae-3224	426	72	(	(	PUNCT
bae-3224	426	73	optimal	optimal	ADJ
bae-3224	426	74	)	)	PUNCT
bae-3224	426	75	cost	cost	NOUN
bae-3224	426	76	share	share	NOUN
bae-3224	426	77	of	of	ADP
bae-3224	426	78	that	that	DET
bae-3224	426	79	input	input	NOUN
bae-3224	426	80	.	.	PUNCT