id	sid	tid	token	lemma	pos
economy-550	1	1	economy	economy	NOUN
economy-550	1	2	issn	issn	VERB
economy-550	1	3	:	:	PUNCT
economy-550	1	4	2313	2313	NUM
economy-550	1	5	-	-	SYM
economy-550	1	6	8181	8181	NUM
economy-550	1	7	vol	vol	NOUN
economy-550	1	8	.	.	PROPN
economy-550	2	1	1	1	NUM
economy-550	2	2	,	,	PUNCT
economy-550	2	3	no	no	INTJ
economy-550	2	4	.	.	NOUN
economy-550	2	5	1	1	NUM
economy-550	2	6	,	,	PUNCT
economy-550	2	7	20	20	NUM
economy-550	2	8	-	-	SYM
economy-550	2	9	31	31	NUM
economy-550	2	10	,	,	PUNCT
economy-550	2	11	2014	2014	NUM
economy-550	2	12	www.asianonlinejournals.com/index.php/economy	www.asianonlinejournals.com/index.php/economy	VERB
economy-550	2	13	20	20	NUM
economy-550	2	14	political	political	ADJ
economy-550	2	15	instability	instability	NOUN
economy-550	2	16	and	and	CCONJ
economy-550	2	17	the	the	DET
economy-550	2	18	effectiveness	effectiveness	NOUN
economy-550	2	19	of	of	ADP
economy-550	2	20	economic	economic	ADJ
economy-550	2	21	policies	policy	NOUN
economy-550	2	22	:	:	PUNCT
economy-550	2	23	the	the	DET
economy-550	2	24	case	case	NOUN
economy-550	2	25	of	of	ADP
economy-550	2	26	thailand	thailand	PROPN
economy-550	2	27	from	from	ADP
economy-550	2	28	1993	1993	NUM
economy-550	2	29	-	-	SYM
economy-550	2	30	2013	2013	NUM
economy-550	2	31	jonathan	jonathan	PROPN
economy-550	2	32	e.	e.	PROPN
economy-550	2	33	leightner	leightner	PROPN
economy-550	2	34	1	1	NUM
economy-550	2	35	--tomoo	--tomoo	PUNCT
economy-550	2	36	inoue	inoue	NOUN
economy-550	2	37	2	2	NUM
economy-550	2	38	1	1	NUM
economy-550	2	39	hull	hull	NOUN
economy-550	2	40	college	college	NOUN
economy-550	2	41	of	of	ADP
economy-550	2	42	business	business	PROPN
economy-550	2	43	administration	administration	PROPN
economy-550	2	44	georgia	georgia	PROPN
economy-550	2	45	regents	regents	PROPN
economy-550	2	46	university	university	PROPN
economy-550	2	47	,	,	PUNCT
economy-550	2	48	georgia	georgia	PROPN
economy-550	2	49	,	,	PUNCT
economy-550	2	50	usa	usa	PROPN
economy-550	2	51	2	2	NUM
economy-550	2	52	faculty	faculty	NOUN
economy-550	2	53	of	of	ADP
economy-550	2	54	economics	economics	PROPN
economy-550	2	55	seikei	seikei	NOUN
economy-550	2	56	university	university	PROPN
economy-550	2	57	,	,	PUNCT
economy-550	2	58	kichijoji	kichijoji	NOUN
economy-550	2	59	-	-	PUNCT
economy-550	2	60	kitamachi	kitamachi	PROPN
economy-550	2	61	,	,	PUNCT
economy-550	2	62	musashino	musashino	PROPN
economy-550	2	63	-	-	PUNCT
economy-550	2	64	shi	shi	PROPN
economy-550	2	65	tokyo	tokyo	PROPN
economy-550	2	66	,	,	PUNCT
economy-550	2	67	japan	japan	PROPN
economy-550	2	68	abstract	abstract	PROPN
economy-550	2	69	this	this	DET
economy-550	2	70	work	work	NOUN
economy-550	2	71	is	be	AUX
economy-550	2	72	licensed	license	VERB
economy-550	2	73	under	under	ADP
economy-550	2	74	a	a	DET
economy-550	2	75	creative	creative	ADJ
economy-550	2	76	commons	common	NOUN
economy-550	2	77	attribution	attribution	NOUN
economy-550	2	78	3.0	3.0	NUM
economy-550	2	79	license	license	NOUN
economy-550	2	80	asian	asian	ADJ
economy-550	2	81	online	online	PROPN
economy-550	2	82	journal	journal	PROPN
economy-550	2	83	publishing	publishing	NOUN
economy-550	2	84	group	group	PROPN
economy-550	2	85	1	1	NUM
economy-550	2	86	.	.	PUNCT
economy-550	3	1	introduction	introduction	PROPN
economy-550	3	2	thailand	thailand	PROPN
economy-550	3	3	’s	’s	PART
economy-550	3	4	political	political	ADJ
economy-550	3	5	/	/	SYM
economy-550	3	6	economic	economic	ADJ
economy-550	3	7	history	history	NOUN
economy-550	3	8	from	from	ADP
economy-550	3	9	1993	1993	NUM
economy-550	3	10	to	to	ADP
economy-550	3	11	2013	2013	NUM
economy-550	3	12	is	be	AUX
economy-550	3	13	filled	fill	VERB
economy-550	3	14	with	with	ADP
economy-550	3	15	changes	change	NOUN
economy-550	3	16	in	in	ADP
economy-550	3	17	thailand	thailand	PROPN
economy-550	3	18	’s	’s	PART
economy-550	3	19	economic	economic	ADJ
economy-550	3	20	policies	policy	NOUN
economy-550	3	21	,	,	PUNCT
economy-550	3	22	political	political	ADJ
economy-550	3	23	situation	situation	NOUN
economy-550	3	24	,	,	PUNCT
economy-550	3	25	and	and	CCONJ
economy-550	3	26	external	external	ADJ
economy-550	3	27	environment	environment	NOUN
economy-550	3	28	.	.	PUNCT
economy-550	4	1	this	this	DET
economy-550	4	2	time	time	NOUN
economy-550	4	3	period	period	NOUN
economy-550	4	4	involves	involve	VERB
economy-550	4	5	the	the	DET
economy-550	4	6	opening	opening	NOUN
economy-550	4	7	of	of	ADP
economy-550	4	8	an	an	DET
economy-550	4	9	international	international	ADJ
economy-550	4	10	banking	banking	NOUN
economy-550	4	11	center	center	NOUN
economy-550	4	12	,	,	PUNCT
economy-550	4	13	a	a	DET
economy-550	4	14	speculative	speculative	ADJ
economy-550	4	15	attack	attack	NOUN
economy-550	4	16	,	,	PUNCT
economy-550	4	17	the	the	DET
economy-550	4	18	collapse	collapse	NOUN
economy-550	4	19	of	of	ADP
economy-550	4	20	an	an	DET
economy-550	4	21	exchange	exchange	NOUN
economy-550	4	22	rate	rate	NOUN
economy-550	4	23	that	that	PRON
economy-550	4	24	had	have	AUX
economy-550	4	25	been	be	AUX
economy-550	4	26	successfully	successfully	ADV
economy-550	4	27	fixed	fix	VERB
economy-550	4	28	for	for	ADP
economy-550	4	29	thirteen	thirteen	NUM
economy-550	4	30	years	year	NOUN
economy-550	4	31	,	,	PUNCT
economy-550	4	32	the	the	DET
economy-550	4	33	acceptance	acceptance	NOUN
economy-550	4	34	of	of	ADP
economy-550	4	35	a	a	DET
economy-550	4	36	17.2	17.2	NUM
economy-550	4	37	billion	billion	NUM
economy-550	4	38	dollar	dollar	NOUN
economy-550	4	39	loan	loan	NOUN
economy-550	4	40	from	from	ADP
economy-550	4	41	the	the	DET
economy-550	4	42	imf	imf	PROPN
economy-550	4	43	along	along	ADP
economy-550	4	44	with	with	ADP
economy-550	4	45	the	the	DET
economy-550	4	46	conditions	condition	NOUN
economy-550	4	47	that	that	PRON
economy-550	4	48	came	come	VERB
economy-550	4	49	with	with	ADP
economy-550	4	50	that	that	DET
economy-550	4	51	loan	loan	NOUN
economy-550	4	52	,	,	PUNCT
economy-550	4	53	the	the	DET
economy-550	4	54	political	political	ADJ
economy-550	4	55	rise	rise	NOUN
economy-550	4	56	of	of	ADP
economy-550	4	57	thaksin	thaksin	PROPN
economy-550	4	58	shinawatra	shinawatra	PROPN
economy-550	4	59	,	,	PUNCT
economy-550	4	60	the	the	DET
economy-550	4	61	biggest	big	ADJ
economy-550	4	62	land	land	NOUN
economy-550	4	63	-	-	PUNCT
economy-550	4	64	slide	slide	NOUN
economy-550	4	65	election	election	NOUN
economy-550	4	66	victory	victory	NOUN
economy-550	4	67	in	in	ADP
economy-550	4	68	thai	thai	PROPN
economy-550	4	69	history	history	NOUN
economy-550	4	70	,	,	PUNCT
economy-550	4	71	another	another	DET
economy-550	4	72	election	election	NOUN
economy-550	4	73	in	in	ADP
economy-550	4	74	which	which	PRON
economy-550	4	75	the	the	DET
economy-550	4	76	opposition	opposition	NOUN
economy-550	4	77	did	do	AUX
economy-550	4	78	not	not	PART
economy-550	4	79	win	win	VERB
economy-550	4	80	enough	enough	ADJ
economy-550	4	81	seats	seat	NOUN
economy-550	4	82	to	to	PART
economy-550	4	83	even	even	ADV
economy-550	4	84	initiate	initiate	VERB
economy-550	4	85	a	a	DET
economy-550	4	86	censor	censor	NOUN
economy-550	4	87	debate	debate	NOUN
economy-550	4	88	,	,	PUNCT
economy-550	4	89	government	government	NOUN
economy-550	4	90	condoned	condone	VERB
economy-550	4	91	killing	killing	NOUN
economy-550	4	92	of	of	ADP
economy-550	4	93	drug	drug	NOUN
economy-550	4	94	lords	lord	NOUN
economy-550	4	95	and	and	CCONJ
economy-550	4	96	muslims	muslims	PROPN
economy-550	4	97	,	,	PUNCT
economy-550	4	98	the	the	DET
economy-550	4	99	use	use	NOUN
economy-550	4	100	of	of	ADP
economy-550	4	101	political	political	ADJ
economy-550	4	102	power	power	NOUN
economy-550	4	103	to	to	PART
economy-550	4	104	enrich	enrich	VERB
economy-550	4	105	the	the	DET
economy-550	4	106	shinawatra	shinawatra	PROPN
economy-550	4	107	clan	clan	PROPN
economy-550	4	108	,	,	PUNCT
economy-550	4	109	massive	massive	ADJ
economy-550	4	110	street	street	NOUN
economy-550	4	111	protests	protest	NOUN
economy-550	4	112	in	in	ADP
economy-550	4	113	bangkok	bangkok	PROPN
economy-550	4	114	,	,	PUNCT
economy-550	4	115	the	the	DET
economy-550	4	116	calling	calling	NOUN
economy-550	4	117	of	of	ADP
economy-550	4	118	a	a	DET
economy-550	4	119	snap	snap	ADJ
economy-550	4	120	election	election	NOUN
economy-550	4	121	that	that	PRON
economy-550	4	122	the	the	DET
economy-550	4	123	opposition	opposition	NOUN
economy-550	4	124	boycotted	boycott	VERB
economy-550	4	125	and	and	CCONJ
economy-550	4	126	that	that	PRON
economy-550	4	127	resulted	result	VERB
economy-550	4	128	in	in	ADP
economy-550	4	129	a	a	DET
economy-550	4	130	constitutional	constitutional	ADJ
economy-550	4	131	crisis	crisis	NOUN
economy-550	4	132	,	,	PUNCT
economy-550	4	133	thailand	thailand	PROPN
economy-550	4	134	’s	’s	PART
economy-550	4	135	king	king	NOUN
economy-550	4	136	telling	tell	VERB
economy-550	4	137	thailand	thailand	PROPN
economy-550	4	138	’s	’s	PART
economy-550	4	139	judges	judge	NOUN
economy-550	4	140	to	to	PART
economy-550	4	141	fix	fix	VERB
economy-550	4	142	the	the	DET
economy-550	4	143	situation	situation	NOUN
economy-550	4	144	or	or	CCONJ
economy-550	4	145	wear	wear	VERB
economy-550	4	146	chamber	chamber	NOUN
economy-550	4	147	pots	pot	NOUN
economy-550	4	148	over	over	ADP
economy-550	4	149	their	their	PRON
economy-550	4	150	heads	head	NOUN
economy-550	4	151	to	to	PART
economy-550	4	152	cover	cover	VERB
economy-550	4	153	their	their	PRON
economy-550	4	154	shame	shame	NOUN
economy-550	4	155	,	,	PUNCT
economy-550	4	156	an	an	DET
economy-550	4	157	annulling	annulling	NOUN
economy-550	4	158	of	of	ADP
economy-550	4	159	the	the	DET
economy-550	4	160	boycotted	boycotted	ADJ
economy-550	4	161	election	election	NOUN
economy-550	4	162	,	,	PUNCT
economy-550	4	163	a	a	DET
economy-550	4	164	coup	coup	NOUN
economy-550	4	165	,	,	PUNCT
economy-550	4	166	new	new	ADJ
economy-550	4	167	elections	election	NOUN
economy-550	4	168	,	,	PUNCT
economy-550	4	169	protesters	protester	NOUN
economy-550	4	170	taking	take	VERB
economy-550	4	171	over	over	ADP
economy-550	4	172	bangkok	bangkok	PROPN
economy-550	4	173	’s	’s	PART
economy-550	4	174	international	international	PROPN
economy-550	4	175	airport	airport	NOUN
economy-550	4	176	,	,	PUNCT
economy-550	4	177	a	a	DET
economy-550	4	178	new	new	ADJ
economy-550	4	179	government	government	NOUN
economy-550	4	180	,	,	PUNCT
economy-550	4	181	different	different	ADJ
economy-550	4	182	protestors	protestor	NOUN
economy-550	4	183	taking	take	VERB
economy-550	4	184	over	over	ADP
economy-550	4	185	the	the	DET
economy-550	4	186	central	central	ADJ
economy-550	4	187	business	business	NOUN
economy-550	4	188	/	/	SYM
economy-550	4	189	shopping	shopping	NOUN
economy-550	4	190	area	area	NOUN
economy-550	4	191	of	of	ADP
economy-550	4	192	bangkok	bangkok	PROPN
economy-550	4	193	,	,	PUNCT
economy-550	4	194	the	the	DET
economy-550	4	195	army	army	NOUN
economy-550	4	196	dispersing	disperse	VERB
economy-550	4	197	the	the	DET
economy-550	4	198	protesters	protester	NOUN
economy-550	4	199	while	while	SCONJ
economy-550	4	200	several	several	ADJ
economy-550	4	201	malls	mall	NOUN
economy-550	4	202	burn	burn	VERB
economy-550	4	203	,	,	PUNCT
economy-550	4	204	the	the	DET
economy-550	4	205	election	election	NOUN
economy-550	4	206	of	of	ADP
economy-550	4	207	thaksin	thaksin	PROPN
economy-550	4	208	’s	’s	PART
economy-550	4	209	sister	sister	NOUN
economy-550	4	210	,	,	PUNCT
economy-550	4	211	yingluck	yingluck	NOUN
economy-550	4	212	,	,	PUNCT
economy-550	4	213	as	as	ADP
economy-550	4	214	thailand	thailand	PROPN
economy-550	4	215	’s	’s	PART
economy-550	4	216	first	first	ADJ
economy-550	4	217	female	female	ADJ
economy-550	4	218	prime	prime	ADJ
economy-550	4	219	minister	minister	NOUN
economy-550	4	220	,	,	PUNCT
economy-550	4	221	and	and	CCONJ
economy-550	4	222	a	a	DET
economy-550	4	223	failed	fail	VERB
economy-550	4	224	rice	rice	NOUN
economy-550	4	225	manipulation	manipulation	NOUN
economy-550	4	226	scheme	scheme	NOUN
economy-550	4	227	by	by	ADP
economy-550	4	228	the	the	DET
economy-550	4	229	government	government	NOUN
economy-550	4	230	(	(	PUNCT
economy-550	4	231	leightner	leightner	NOUN
economy-550	4	232	,	,	PUNCT
economy-550	4	233	2007b	2007b	NUM
economy-550	4	234	)	)	PUNCT
economy-550	4	235	.	.	PUNCT
economy-550	5	1	immediately	immediately	ADV
economy-550	5	2	after	after	ADP
economy-550	5	3	this	this	DET
economy-550	5	4	time	time	NOUN
economy-550	5	5	period	period	NOUN
economy-550	5	6	there	there	PRON
economy-550	5	7	was	be	VERB
economy-550	5	8	another	another	DET
economy-550	5	9	coup	coup	NOUN
economy-550	5	10	.	.	PUNCT
economy-550	6	1	it	it	PRON
economy-550	6	2	is	be	AUX
economy-550	6	3	impossible	impossible	ADJ
economy-550	6	4	to	to	PART
economy-550	6	5	create	create	VERB
economy-550	6	6	a	a	DET
economy-550	6	7	macroeconomic	macroeconomic	ADJ
economy-550	6	8	model	model	NOUN
economy-550	6	9	that	that	PRON
economy-550	6	10	would	would	AUX
economy-550	6	11	capture	capture	VERB
economy-550	6	12	the	the	DET
economy-550	6	13	effects	effect	NOUN
economy-550	6	14	of	of	ADP
economy-550	6	15	all	all	PRON
economy-550	6	16	of	of	ADP
economy-550	6	17	these	these	DET
economy-550	6	18	structural	structural	ADJ
economy-550	6	19	changes	change	NOUN
economy-550	6	20	,	,	PUNCT
economy-550	6	21	but	but	CCONJ
economy-550	6	22	all	all	PRON
economy-550	6	23	of	of	ADP
economy-550	6	24	these	these	DET
economy-550	6	25	changes	change	NOUN
economy-550	6	26	could	could	AUX
economy-550	6	27	potentially	potentially	ADV
economy-550	6	28	modify	modify	VERB
economy-550	6	29	the	the	DET
economy-550	6	30	effectiveness	effectiveness	NOUN
economy-550	6	31	of	of	ADP
economy-550	6	32	government	government	NOUN
economy-550	6	33	policies	policy	NOUN
economy-550	6	34	by	by	ADP
economy-550	6	35	directly	directly	ADV
economy-550	6	36	affecting	affect	VERB
economy-550	6	37	the	the	DET
economy-550	6	38	economy	economy	NOUN
economy-550	6	39	or	or	CCONJ
economy-550	6	40	by	by	ADP
economy-550	6	41	affecting	affect	VERB
economy-550	6	42	internal	internal	ADJ
economy-550	6	43	and/or	and/or	CCONJ
economy-550	6	44	external	external	ADJ
economy-550	6	45	business	business	NOUN
economy-550	6	46	expectations	expectation	NOUN
economy-550	6	47	.	.	PUNCT
economy-550	7	1	even	even	ADV
economy-550	7	2	if	if	SCONJ
economy-550	7	3	such	such	DET
economy-550	7	4	a	a	DET
economy-550	7	5	model	model	NOUN
economy-550	7	6	could	could	AUX
economy-550	7	7	be	be	AUX
economy-550	7	8	developed	develop	VERB
economy-550	7	9	,	,	PUNCT
economy-550	7	10	there	there	PRON
economy-550	7	11	would	would	AUX
economy-550	7	12	be	be	AUX
economy-550	7	13	insufficient	insufficient	ADJ
economy-550	7	14	data	datum	NOUN
economy-550	7	15	to	to	PART
economy-550	7	16	estimate	estimate	VERB
economy-550	7	17	it	it	PRON
economy-550	7	18	because	because	SCONJ
economy-550	7	19	the	the	DET
economy-550	7	20	shortest	short	ADJ
economy-550	7	21	temporal	temporal	ADJ
economy-550	7	22	length	length	NOUN
economy-550	7	23	for	for	ADP
economy-550	7	24	gross	gross	ADJ
economy-550	7	25	domestic	domestic	ADJ
economy-550	7	26	product	product	NOUN
economy-550	7	27	(	(	PUNCT
economy-550	7	28	gdp	gdp	NOUN
economy-550	7	29	)	)	PUNCT
economy-550	7	30	data	datum	NOUN
economy-550	7	31	for	for	ADP
economy-550	7	32	thailand	thailand	PROPN
economy-550	7	33	is	be	AUX
economy-550	7	34	quarterly	quarterly	ADJ
economy-550	7	35	and	and	CCONJ
economy-550	7	36	there	there	PRON
economy-550	7	37	are	be	VERB
economy-550	7	38	too	too	ADV
economy-550	7	39	few	few	ADJ
economy-550	7	40	observations	observation	NOUN
economy-550	7	41	between	between	ADP
economy-550	7	42	major	major	ADJ
economy-550	7	43	structural	structural	ADJ
economy-550	7	44	changes	change	NOUN
economy-550	7	45	.	.	PUNCT
economy-550	8	1	fortunately	fortunately	ADV
economy-550	8	2	,	,	PUNCT
economy-550	8	3	leightner	leightner	NOUN
economy-550	8	4	(	(	PUNCT
economy-550	8	5	2015	2015	NUM
economy-550	8	6	)	)	PUNCT
economy-550	8	7	has	have	AUX
economy-550	8	8	developed	develop	VERB
economy-550	8	9	a	a	DET
economy-550	8	10	regression	regression	NOUN
economy-550	8	11	procedure	procedure	NOUN
economy-550	8	12	that	that	PRON
economy-550	8	13	produces	produce	VERB
economy-550	8	14	unbiased	unbiased	ADJ
economy-550	8	15	estimates	estimate	NOUN
economy-550	8	16	that	that	PRON
economy-550	8	17	capture	capture	VERB
economy-550	8	18	the	the	DET
economy-550	8	19	influence	influence	NOUN
economy-550	8	20	of	of	ADP
economy-550	8	21	omitted	omit	VERB
economy-550	8	22	variables	variable	NOUN
economy-550	8	23	without	without	ADP
economy-550	8	24	having	have	VERB
economy-550	8	25	to	to	PART
economy-550	8	26	identify	identify	VERB
economy-550	8	27	,	,	PUNCT
economy-550	8	28	quantify	quantify	ADJ
economy-550	8	29	,	,	PUNCT
economy-550	8	30	find	find	VERB
economy-550	8	31	proxies	proxy	NOUN
economy-550	8	32	for	for	ADP
economy-550	8	33	,	,	PUNCT
economy-550	8	34	or	or	CCONJ
economy-550	8	35	model	model	VERB
economy-550	8	36	the	the	DET
economy-550	8	37	influence	influence	NOUN
economy-550	8	38	of	of	ADP
economy-550	8	39	these	these	DET
economy-550	8	40	important	important	ADJ
economy-550	8	41	,	,	PUNCT
economy-550	8	42	but	but	CCONJ
economy-550	8	43	omitted	omitted	ADJ
economy-550	8	44	variables	variable	NOUN
economy-550	8	45	.	.	PUNCT
economy-550	9	1	between	between	ADP
economy-550	9	2	1993	1993	NUM
economy-550	9	3	and	and	CCONJ
economy-550	9	4	2013	2013	NUM
economy-550	9	5	,	,	PUNCT
economy-550	9	6	the	the	DET
economy-550	9	7	thai	thai	ADJ
economy-550	9	8	economy	economy	NOUN
economy-550	9	9	suffered	suffer	VERB
economy-550	9	10	from	from	ADP
economy-550	9	11	massive	massive	ADJ
economy-550	9	12	changes	change	NOUN
economy-550	9	13	in	in	ADP
economy-550	9	14	its	its	PRON
economy-550	9	15	economy	economy	NOUN
economy-550	9	16	,	,	PUNCT
economy-550	9	17	political	political	ADJ
economy-550	9	18	situation	situation	NOUN
economy-550	9	19	,	,	PUNCT
economy-550	9	20	and	and	CCONJ
economy-550	9	21	external	external	ADJ
economy-550	9	22	environment	environment	NOUN
economy-550	9	23	.	.	PUNCT
economy-550	10	1	given	give	VERB
economy-550	10	2	data	datum	NOUN
economy-550	10	3	constraints	constraint	NOUN
economy-550	10	4	and	and	CCONJ
economy-550	10	5	the	the	DET
economy-550	10	6	rapidity	rapidity	NOUN
economy-550	10	7	of	of	ADP
economy-550	10	8	the	the	DET
economy-550	10	9	changing	change	VERB
economy-550	10	10	situation	situation	NOUN
economy-550	10	11	,	,	PUNCT
economy-550	10	12	it	it	PRON
economy-550	10	13	is	be	AUX
economy-550	10	14	impossible	impossible	ADJ
economy-550	10	15	to	to	PART
economy-550	10	16	create	create	VERB
economy-550	10	17	an	an	DET
economy-550	10	18	adequate	adequate	ADJ
economy-550	10	19	macroeconomic	macroeconomic	ADJ
economy-550	10	20	model	model	NOUN
economy-550	10	21	for	for	ADP
economy-550	10	22	thailand	thailand	PROPN
economy-550	10	23	during	during	ADP
economy-550	10	24	this	this	DET
economy-550	10	25	time	time	NOUN
economy-550	10	26	period	period	NOUN
economy-550	10	27	.	.	PUNCT
economy-550	11	1	thus	thus	ADV
economy-550	11	2	we	we	PRON
economy-550	11	3	use	use	VERB
economy-550	11	4	a	a	DET
economy-550	11	5	statistical	statistical	ADJ
economy-550	11	6	method	method	NOUN
economy-550	11	7	designed	design	VERB
economy-550	11	8	to	to	PART
economy-550	11	9	solve	solve	VERB
economy-550	11	10	the	the	DET
economy-550	11	11	omitted	omit	VERB
economy-550	11	12	variables	variable	NOUN
economy-550	11	13	problem	problem	NOUN
economy-550	11	14	with	with	ADP
economy-550	11	15	regression	regression	NOUN
economy-550	11	16	analysis	analysis	NOUN
economy-550	11	17	.	.	PUNCT
economy-550	12	1	this	this	DET
economy-550	12	2	method	method	NOUN
economy-550	12	3	produces	produce	VERB
economy-550	12	4	a	a	DET
economy-550	12	5	separate	separate	ADJ
economy-550	12	6	slope	slope	NOUN
economy-550	12	7	estimate	estimate	NOUN
economy-550	12	8	for	for	ADP
economy-550	12	9	every	every	DET
economy-550	12	10	observation	observation	NOUN
economy-550	12	11	which	which	PRON
economy-550	12	12	makes	make	VERB
economy-550	12	13	it	it	PRON
economy-550	12	14	possible	possible	ADJ
economy-550	12	15	to	to	PART
economy-550	12	16	see	see	VERB
economy-550	12	17	how	how	SCONJ
economy-550	12	18	omitted	omit	VERB
economy-550	12	19	variables	variable	NOUN
economy-550	12	20	are	be	AUX
economy-550	12	21	affecting	affect	VERB
economy-550	12	22	the	the	DET
economy-550	12	23	estimated	estimate	VERB
economy-550	12	24	relationships	relationship	NOUN
economy-550	12	25	over	over	ADP
economy-550	12	26	time	time	NOUN
economy-550	12	27	.	.	PUNCT
economy-550	13	1	we	we	PRON
economy-550	13	2	use	use	VERB
economy-550	13	3	this	this	DET
economy-550	13	4	method	method	NOUN
economy-550	13	5	to	to	PART
economy-550	13	6	estimate	estimate	VERB
economy-550	13	7	dgdp	dgdp	NOUN
economy-550	13	8	/	/	SYM
economy-550	13	9	dg	dg	PROPN
economy-550	13	10	,	,	PUNCT
economy-550	13	11	dgdp	dgdp	PROPN
economy-550	13	12	/	/	SYM
economy-550	13	13	dmb	dmb	PROPN
economy-550	13	14	,	,	PUNCT
economy-550	13	15	dgdp	dgdp	PROPN
economy-550	13	16	/	/	SYM
economy-550	13	17	dx	dx	PROPN
economy-550	13	18	,	,	PUNCT
economy-550	13	19	dgdp	dgdp	PROPN
economy-550	13	20	/	/	SYM
economy-550	13	21	de	de	X
economy-550	13	22	,	,	PUNCT
economy-550	13	23	and	and	CCONJ
economy-550	13	24	dgdp	dgdp	NOUN
economy-550	13	25	/	/	SYM
economy-550	13	26	dreserves	dreserve	NOUN
economy-550	13	27	using	use	VERB
economy-550	13	28	quarterly	quarterly	ADJ
economy-550	13	29	thai	thai	ADJ
economy-550	13	30	data	datum	NOUN
economy-550	13	31	from	from	ADP
economy-550	13	32	1993	1993	NUM
economy-550	13	33	to	to	ADP
economy-550	13	34	2013	2013	NUM
economy-550	13	35	where	where	SCONJ
economy-550	13	36	gdp	gdp	NOUN
economy-550	13	37	is	be	AUX
economy-550	13	38	gross	gross	ADJ
economy-550	13	39	domestic	domestic	ADJ
economy-550	13	40	product	product	NOUN
economy-550	13	41	,	,	PUNCT
economy-550	13	42	g	g	PROPN
economy-550	13	43	is	be	AUX
economy-550	13	44	government	government	NOUN
economy-550	13	45	consumption	consumption	NOUN
economy-550	13	46	,	,	PUNCT
economy-550	13	47	mb	mb	PROPN
economy-550	13	48	is	be	AUX
economy-550	13	49	the	the	DET
economy-550	13	50	monetary	monetary	ADJ
economy-550	13	51	base	base	NOUN
economy-550	13	52	,	,	PUNCT
economy-550	13	53	x	x	X
economy-550	13	54	is	be	AUX
economy-550	13	55	exports	export	NOUN
economy-550	13	56	,	,	PUNCT
economy-550	13	57	e	e	X
economy-550	13	58	is	be	AUX
economy-550	13	59	the	the	DET
economy-550	13	60	baht	baht	NOUN
economy-550	13	61	/	/	SYM
economy-550	13	62	us$	us$	SYM
economy-550	13	63	exchange	exchange	NOUN
economy-550	13	64	rate	rate	NOUN
economy-550	13	65	,	,	PUNCT
economy-550	13	66	and	and	CCONJ
economy-550	13	67	reserves	reserve	NOUN
economy-550	13	68	are	be	AUX
economy-550	13	69	foreign	foreign	ADJ
economy-550	13	70	reserves	reserve	NOUN
economy-550	13	71	.	.	PUNCT
economy-550	14	1	we	we	PRON
economy-550	14	2	find	find	VERB
economy-550	14	3	that	that	SCONJ
economy-550	14	4	the	the	DET
economy-550	14	5	pro	pro	ADJ
economy-550	14	6	-	-	ADJ
economy-550	14	7	equality	equality	ADJ
economy-550	14	8	policies	policy	NOUN
economy-550	14	9	of	of	ADP
economy-550	14	10	the	the	DET
economy-550	14	11	thaksin	thaksin	NOUN
economy-550	14	12	regime	regime	NOUN
economy-550	14	13	were	be	AUX
economy-550	14	14	helpful	helpful	ADJ
economy-550	14	15	and	and	CCONJ
economy-550	14	16	that	that	SCONJ
economy-550	14	17	export	export	NOUN
economy-550	14	18	driven	drive	VERB
economy-550	14	19	growth	growth	NOUN
economy-550	14	20	is	be	AUX
economy-550	14	21	no	no	ADV
economy-550	14	22	longer	long	ADV
economy-550	14	23	a	a	DET
economy-550	14	24	viable	viable	ADJ
economy-550	14	25	option	option	NOUN
economy-550	14	26	for	for	ADP
economy-550	14	27	thailand	thailand	PROPN
economy-550	14	28	.	.	PUNCT
economy-550	15	1	although	although	SCONJ
economy-550	15	2	we	we	PRON
economy-550	15	3	approve	approve	VERB
economy-550	15	4	of	of	ADP
economy-550	15	5	thaksin	thaksin	PROPN
economy-550	15	6	’s	’s	PART
economy-550	15	7	economic	economic	ADJ
economy-550	15	8	policies	policy	NOUN
economy-550	15	9	,	,	PUNCT
economy-550	15	10	we	we	PRON
economy-550	15	11	disapprove	disapprove	VERB
economy-550	15	12	of	of	ADP
economy-550	15	13	other	other	ADJ
economy-550	15	14	aspects	aspect	NOUN
economy-550	15	15	of	of	ADP
economy-550	15	16	his	his	PRON
economy-550	15	17	regime	regime	NOUN
economy-550	15	18	.	.	PUNCT
economy-550	16	1	keywords	keyword	NOUN
economy-550	16	2	:	:	PUNCT
economy-550	16	3	fiscal	fiscal	ADJ
economy-550	16	4	policy	policy	NOUN
economy-550	16	5	,	,	PUNCT
economy-550	16	6	monetary	monetary	ADJ
economy-550	16	7	policy	policy	NOUN
economy-550	16	8	,	,	PUNCT
economy-550	16	9	trade	trade	NOUN
economy-550	16	10	policy	policy	NOUN
economy-550	16	11	,	,	PUNCT
economy-550	16	12	thailand	thailand	PROPN
economy-550	16	13	,	,	PUNCT
economy-550	16	14	omitted	omit	VERB
economy-550	16	15	variables	variable	NOUN
economy-550	16	16	.	.	PUNCT
economy-550	17	1	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	NOUN
economy-550	17	2	economy	economy	NOUN
economy-550	17	3	,	,	PUNCT
economy-550	17	4	2014	2014	NUM
economy-550	17	5	,	,	PUNCT
economy-550	17	6	1(1	1(1	NUM
economy-550	17	7	):	):	PUNCT
economy-550	17	8	20	20	NUM
economy-550	17	9	-	-	SYM
economy-550	17	10	31	31	NUM
economy-550	17	11	21	21	NUM
economy-550	17	12	this	this	DET
economy-550	17	13	paper	paper	NOUN
economy-550	17	14	uses	use	VERB
economy-550	17	15	leightner	leightner	NOUN
economy-550	17	16	(	(	PUNCT
economy-550	17	17	2015	2015	NUM
economy-550	17	18	)	)	PUNCT
economy-550	17	19	method	method	NOUN
economy-550	17	20	to	to	PART
economy-550	17	21	estimate	estimate	VERB
economy-550	17	22	dgdp	dgdp	NOUN
economy-550	17	23	/	/	SYM
economy-550	17	24	dg	dg	PROPN
economy-550	17	25	,	,	PUNCT
economy-550	17	26	dgdp	dgdp	PROPN
economy-550	17	27	/	/	SYM
economy-550	17	28	dmb	dmb	PROPN
economy-550	17	29	,	,	PUNCT
economy-550	17	30	dgdp	dgdp	PROPN
economy-550	17	31	/	/	SYM
economy-550	17	32	dx	dx	PROPN
economy-550	17	33	,	,	PUNCT
economy-550	17	34	dgdp	dgdp	PROPN
economy-550	17	35	/	/	SYM
economy-550	17	36	de	de	X
economy-550	17	37	,	,	PUNCT
economy-550	17	38	and	and	CCONJ
economy-550	17	39	dgdp	dgdp	NOUN
economy-550	17	40	/	/	SYM
economy-550	17	41	dreserves	dreserve	NOUN
economy-550	17	42	using	use	VERB
economy-550	17	43	quarterly	quarterly	ADJ
economy-550	17	44	thai	thai	ADJ
economy-550	17	45	data	datum	NOUN
economy-550	17	46	from	from	ADP
economy-550	17	47	1993	1993	NUM
economy-550	17	48	to	to	ADP
economy-550	17	49	2013	2013	NUM
economy-550	17	50	where	where	SCONJ
economy-550	17	51	gdp	gdp	NOUN
economy-550	17	52	is	be	AUX
economy-550	17	53	gross	gross	ADJ
economy-550	17	54	domestic	domestic	ADJ
economy-550	17	55	product	product	NOUN
economy-550	17	56	,	,	PUNCT
economy-550	17	57	g	g	PROPN
economy-550	17	58	is	be	AUX
economy-550	17	59	government	government	NOUN
economy-550	17	60	consumption	consumption	NOUN
economy-550	17	61	,	,	PUNCT
economy-550	17	62	mb	mb	PROPN
economy-550	17	63	is	be	AUX
economy-550	17	64	the	the	DET
economy-550	17	65	monetary	monetary	ADJ
economy-550	17	66	base	base	NOUN
economy-550	17	67	,	,	PUNCT
economy-550	17	68	x	x	X
economy-550	17	69	is	be	AUX
economy-550	17	70	exports	export	NOUN
economy-550	17	71	,	,	PUNCT
economy-550	17	72	e	e	X
economy-550	17	73	is	be	AUX
economy-550	17	74	the	the	DET
economy-550	17	75	baht	baht	NOUN
economy-550	17	76	/	/	SYM
economy-550	17	77	us$	us$	SYM
economy-550	17	78	exchange	exchange	NOUN
economy-550	17	79	rate	rate	NOUN
economy-550	17	80	,	,	PUNCT
economy-550	17	81	and	and	CCONJ
economy-550	17	82	reserves	reserve	NOUN
economy-550	17	83	are	be	AUX
economy-550	17	84	foreign	foreign	ADJ
economy-550	17	85	reserves	reserve	NOUN
economy-550	17	86	.	.	PUNCT
economy-550	18	1	leightner	leightner	NOUN
economy-550	18	2	’s	’s	PART
economy-550	18	3	method	method	NOUN
economy-550	18	4	produces	produce	VERB
economy-550	18	5	a	a	DET
economy-550	18	6	separate	separate	ADJ
economy-550	18	7	slope	slope	NOUN
economy-550	18	8	estimate	estimate	NOUN
economy-550	18	9	for	for	ADP
economy-550	18	10	every	every	DET
economy-550	18	11	observation	observation	NOUN
economy-550	18	12	which	which	PRON
economy-550	18	13	makes	make	VERB
economy-550	18	14	it	it	PRON
economy-550	18	15	possible	possible	ADJ
economy-550	18	16	to	to	PART
economy-550	18	17	see	see	VERB
economy-550	18	18	how	how	SCONJ
economy-550	18	19	omitted	omit	VERB
economy-550	18	20	variables	variable	NOUN
economy-550	18	21	affected	affect	VERB
economy-550	18	22	the	the	DET
economy-550	18	23	estimated	estimate	VERB
economy-550	18	24	relationships	relationship	NOUN
economy-550	18	25	.	.	PUNCT
economy-550	19	1	we	we	PRON
economy-550	19	2	find	find	VERB
economy-550	19	3	that	that	SCONJ
economy-550	19	4	export	export	NOUN
economy-550	19	5	driven	drive	VERB
economy-550	19	6	growth	growth	NOUN
economy-550	19	7	is	be	AUX
economy-550	19	8	no	no	ADV
economy-550	19	9	longer	long	ADV
economy-550	19	10	a	a	DET
economy-550	19	11	viable	viable	ADJ
economy-550	19	12	policy	policy	NOUN
economy-550	19	13	for	for	ADP
economy-550	19	14	thailand	thailand	PROPN
economy-550	19	15	and	and	CCONJ
economy-550	19	16	that	that	SCONJ
economy-550	19	17	the	the	DET
economy-550	19	18	economic	economic	ADJ
economy-550	19	19	policies	policy	NOUN
economy-550	19	20	of	of	ADP
economy-550	19	21	the	the	DET
economy-550	19	22	thaksin	thaksin	NOUN
economy-550	19	23	regime	regime	NOUN
economy-550	19	24	were	be	AUX
economy-550	19	25	helpful	helpful	ADJ
economy-550	19	26	to	to	ADP
economy-550	19	27	the	the	DET
economy-550	19	28	thai	thai	ADJ
economy-550	19	29	economy	economy	NOUN
economy-550	19	30	.	.	PUNCT
economy-550	20	1	however	however	ADV
economy-550	20	2	,	,	PUNCT
economy-550	20	3	it	it	PRON
economy-550	20	4	is	be	AUX
economy-550	20	5	important	important	ADJ
economy-550	20	6	to	to	PART
economy-550	20	7	realize	realize	VERB
economy-550	20	8	that	that	SCONJ
economy-550	20	9	we	we	PRON
economy-550	20	10	do	do	AUX
economy-550	20	11	not	not	PART
economy-550	20	12	condone	condone	VERB
economy-550	20	13	the	the	DET
economy-550	20	14	corruption	corruption	NOUN
economy-550	20	15	,	,	PUNCT
economy-550	20	16	the	the	DET
economy-550	20	17	extra	extra	ADJ
economy-550	20	18	-	-	ADJ
economy-550	20	19	judicial	judicial	ADJ
economy-550	20	20	killings	killing	NOUN
economy-550	20	21	of	of	ADP
economy-550	20	22	drug	drug	NOUN
economy-550	20	23	lords	lord	NOUN
economy-550	20	24	and	and	CCONJ
economy-550	20	25	muslims	muslim	NOUN
economy-550	20	26	,	,	PUNCT
economy-550	20	27	and	and	CCONJ
economy-550	20	28	the	the	DET
economy-550	20	29	undercutting	undercutting	NOUN
economy-550	20	30	of	of	ADP
economy-550	20	31	the	the	DET
economy-550	20	32	institutions	institution	NOUN
economy-550	20	33	required	require	VERB
economy-550	20	34	by	by	ADP
economy-550	20	35	democracy	democracy	NOUN
economy-550	20	36	that	that	PRON
economy-550	20	37	are	be	AUX
economy-550	20	38	associated	associate	VERB
economy-550	20	39	with	with	ADP
economy-550	20	40	the	the	DET
economy-550	20	41	thaksin	thaksin	NOUN
economy-550	20	42	regime	regime	NOUN
economy-550	20	43	.	.	PUNCT
economy-550	21	1	leightner	leightner	NOUN
economy-550	21	2	(	(	PUNCT
economy-550	21	3	2015	2015	NUM
economy-550	21	4	)	)	PUNCT
economy-550	21	5	shows	show	NOUN
economy-550	21	6	(	(	PUNCT
economy-550	21	7	using	use	VERB
economy-550	21	8	data	datum	NOUN
economy-550	21	9	from	from	ADP
economy-550	21	10	the	the	DET
economy-550	21	11	17	17	NUM
economy-550	21	12	countries	country	NOUN
economy-550	21	13	using	use	VERB
economy-550	21	14	the	the	DET
economy-550	21	15	euro	euro	NOUN
economy-550	21	16	,	,	PUNCT
economy-550	21	17	the	the	DET
economy-550	21	18	usa	usa	PROPN
economy-550	21	19	,	,	PUNCT
economy-550	21	20	the	the	DET
economy-550	21	21	uk	uk	PROPN
economy-550	21	22	,	,	PUNCT
economy-550	21	23	japan	japan	PROPN
economy-550	21	24	,	,	PUNCT
economy-550	21	25	russia	russia	PROPN
economy-550	21	26	,	,	PUNCT
economy-550	21	27	brazil	brazil	PROPN
economy-550	21	28	,	,	PUNCT
economy-550	21	29	and	and	CCONJ
economy-550	21	30	china	china	PROPN
economy-550	21	31	)	)	PUNCT
economy-550	21	32	that	that	SCONJ
economy-550	21	33	the	the	DET
economy-550	21	34	world	world	NOUN
economy-550	21	35	needs	need	VERB
economy-550	21	36	a	a	DET
economy-550	21	37	pro	pro	ADJ
economy-550	21	38	-	-	ADJ
economy-550	21	39	equality	equality	ADJ
economy-550	21	40	approach	approach	NOUN
economy-550	21	41	in	in	ADP
economy-550	21	42	order	order	NOUN
economy-550	21	43	to	to	PART
economy-550	21	44	solve	solve	VERB
economy-550	21	45	the	the	DET
economy-550	21	46	current	current	ADJ
economy-550	21	47	world	world	NOUN
economy-550	21	48	-	-	PUNCT
economy-550	21	49	wide	wide	ADJ
economy-550	21	50	economic	economic	ADJ
economy-550	21	51	malaise	malaise	NOUN
economy-550	21	52	that	that	PRON
economy-550	21	53	is	be	AUX
economy-550	21	54	due	due	ADJ
economy-550	21	55	to	to	ADP
economy-550	21	56	a	a	DET
economy-550	21	57	surplus	surplus	NOUN
economy-550	21	58	of	of	ADP
economy-550	21	59	savings	saving	NOUN
economy-550	21	60	and	and	CCONJ
economy-550	21	61	under	under	NOUN
economy-550	21	62	-	-	PUNCT
economy-550	21	63	consumption	consumption	NOUN
economy-550	21	64	.	.	PUNCT
economy-550	22	1	thaksin	thaksin	PROPN
economy-550	22	2	’s	’s	PART
economy-550	22	3	economic	economic	ADJ
economy-550	22	4	policies	policy	NOUN
economy-550	22	5	were	be	AUX
economy-550	22	6	proequality	proequality	NOUN
economy-550	22	7	.	.	PUNCT
economy-550	23	1	it	it	PRON
economy-550	23	2	is	be	AUX
economy-550	23	3	a	a	DET
economy-550	23	4	shame	shame	NOUN
economy-550	23	5	that	that	SCONJ
economy-550	23	6	those	those	DET
economy-550	23	7	effective	effective	ADJ
economy-550	23	8	policies	policy	NOUN
economy-550	23	9	came	came	AUX
economy-550	23	10	bundled	bundle	VERB
economy-550	23	11	with	with	ADP
economy-550	23	12	a	a	DET
economy-550	23	13	corrupt	corrupt	ADJ
economy-550	23	14	,	,	PUNCT
economy-550	23	15	power	power	NOUN
economy-550	23	16	-	-	PUNCT
economy-550	23	17	hungry	hungry	ADJ
economy-550	23	18	,	,	PUNCT
economy-550	23	19	and	and	CCONJ
economy-550	23	20	immoral	immoral	ADJ
economy-550	23	21	regime	regime	NOUN
economy-550	23	22	.	.	PUNCT
economy-550	24	1	section	section	NOUN
economy-550	24	2	ii	ii	PROPN
economy-550	24	3	will	will	AUX
economy-550	24	4	provide	provide	VERB
economy-550	24	5	an	an	DET
economy-550	24	6	intuitive	intuitive	ADJ
economy-550	24	7	explanation	explanation	NOUN
economy-550	24	8	of	of	ADP
economy-550	24	9	the	the	DET
economy-550	24	10	statistical	statistical	ADJ
economy-550	24	11	technique	technique	NOUN
economy-550	24	12	used	use	VERB
economy-550	24	13	in	in	ADP
economy-550	24	14	this	this	DET
economy-550	24	15	paper	paper	NOUN
economy-550	24	16	.	.	PUNCT
economy-550	25	1	section	section	NOUN
economy-550	25	2	iii	iii	PROPN
economy-550	25	3	presents	present	VERB
economy-550	25	4	the	the	DET
economy-550	25	5	empirical	empirical	ADJ
economy-550	25	6	results	result	NOUN
economy-550	25	7	,	,	PUNCT
economy-550	25	8	and	and	CCONJ
economy-550	25	9	section	section	NOUN
economy-550	25	10	iv	iv	NUM
economy-550	25	11	concludes	conclude	VERB
economy-550	25	12	.	.	PUNCT
economy-550	26	1	2	2	X
economy-550	26	2	.	.	X
economy-550	26	3	an	an	DET
economy-550	26	4	intuitive	intuitive	ADJ
economy-550	26	5	explanation	explanation	NOUN
economy-550	26	6	of	of	ADP
economy-550	26	7	the	the	DET
economy-550	26	8	analytical	analytical	ADJ
economy-550	26	9	technique	technique	NOUN
economy-550	26	10	used	use	VERB
economy-550	26	11	omitting	omit	VERB
economy-550	26	12	important	important	ADJ
economy-550	26	13	variables	variable	NOUN
economy-550	26	14	from	from	ADP
economy-550	26	15	the	the	DET
economy-550	26	16	analysis	analysis	NOUN
economy-550	26	17	is	be	AUX
economy-550	26	18	one	one	NUM
economy-550	26	19	of	of	ADP
economy-550	26	20	regression	regression	NOUN
economy-550	26	21	analysis	analysis	NOUN
economy-550	26	22	’	'	PUNCT
economy-550	26	23	most	most	ADV
economy-550	26	24	serious	serious	ADJ
economy-550	26	25	problems	problem	NOUN
economy-550	26	26	.	.	PUNCT
economy-550	27	1	for	for	ADP
economy-550	27	2	example	example	NOUN
economy-550	27	3	,	,	PUNCT
economy-550	27	4	if	if	SCONJ
economy-550	27	5	just	just	ADV
economy-550	27	6	equation	equation	NOUN
economy-550	27	7	(	(	PUNCT
economy-550	27	8	1	1	X
economy-550	27	9	)	)	PUNCT
economy-550	27	10	is	be	AUX
economy-550	27	11	estimated	estimate	VERB
economy-550	27	12	,	,	PUNCT
economy-550	27	13	while	while	SCONJ
economy-550	27	14	not	not	PART
economy-550	27	15	considering	consider	VERB
economy-550	27	16	the	the	DET
economy-550	27	17	fact	fact	NOUN
economy-550	27	18	that	that	SCONJ
economy-550	27	19	equation	equation	NOUN
economy-550	27	20	(	(	PUNCT
economy-550	27	21	1	1	NUM
economy-550	27	22	)	)	PUNCT
economy-550	27	23	’s	’s	PART
economy-550	27	24	slope	slope	NOUN
economy-550	27	25	is	be	AUX
economy-550	27	26	a	a	DET
economy-550	27	27	function	function	NOUN
economy-550	27	28	of	of	ADP
economy-550	27	29	other	other	ADJ
economy-550	27	30	variables	variable	NOUN
economy-550	27	31	(	(	PUNCT
economy-550	27	32	equation	equation	NOUN
economy-550	27	33	2	2	NUM
economy-550	27	34	)	)	PUNCT
economy-550	27	35	,	,	PUNCT
economy-550	27	36	then	then	ADV
economy-550	27	37	a	a	DET
economy-550	27	38	constant	constant	ADJ
economy-550	27	39	slope	slope	NOUN
economy-550	27	40	is	be	AUX
economy-550	27	41	found	find	VERB
economy-550	27	42	,	,	PUNCT
economy-550	27	43	in	in	ADP
economy-550	27	44	contrast	contrast	NOUN
economy-550	27	45	to	to	ADP
economy-550	27	46	the	the	DET
economy-550	27	47	true	true	ADJ
economy-550	27	48	slope	slope	NOUN
economy-550	27	49	which	which	PRON
economy-550	27	50	varies	vary	VERB
economy-550	27	51	.	.	PUNCT
economy-550	28	1	y	y	NOUN
economy-550	28	2	=	=	PROPN
economy-550	29	1	α0	α0	PROPN
economy-550	29	2	+	+	CCONJ
economy-550	29	3	β1	β1	PROPN
economy-550	29	4	x	x	SYM
economy-550	29	5	(	(	PUNCT
economy-550	29	6	1	1	X
economy-550	29	7	)	)	PUNCT
economy-550	29	8	β1	β1	NOUN
economy-550	29	9	=	=	SYM
economy-550	29	10	α1	α1	PROPN
economy-550	29	11	+	+	CCONJ
economy-550	29	12	α2	α2	ADJ
economy-550	29	13	q	q	NOUN
economy-550	29	14	(	(	PUNCT
economy-550	29	15	2	2	NUM
economy-550	29	16	)	)	PUNCT
economy-550	29	17	y	y	NOUN
economy-550	30	1	=	=	SYM
economy-550	31	1	α0	α0	ADJ
economy-550	31	2	+	+	NUM
economy-550	31	3	α1x	α1x	NUM
economy-550	32	1	+	+	CCONJ
economy-550	32	2	α2	α2	ADJ
economy-550	32	3	xq	xq	PROPN
economy-550	32	4	(	(	PUNCT
economy-550	32	5	3	3	X
economy-550	32	6	)	)	PUNCT
economy-550	32	7	we	we	PRON
economy-550	32	8	substitute	substitute	VERB
economy-550	32	9	equation	equation	NOUN
economy-550	32	10	2	2	NUM
economy-550	32	11	into	into	ADP
economy-550	32	12	equation	equation	NOUN
economy-550	32	13	1	1	NUM
economy-550	32	14	to	to	PART
economy-550	32	15	produce	produce	VERB
economy-550	32	16	equation	equation	NOUN
economy-550	32	17	3	3	NUM
economy-550	32	18	,	,	PUNCT
economy-550	32	19	which	which	PRON
economy-550	32	20	provides	provide	VERB
economy-550	32	21	a	a	DET
economy-550	32	22	convenient	convenient	ADJ
economy-550	32	23	way	way	NOUN
economy-550	32	24	to	to	PART
economy-550	32	25	model	model	VERB
economy-550	32	26	the	the	DET
economy-550	32	27	omitted	omit	VERB
economy-550	32	28	variables	variable	NOUN
economy-550	32	29	problem	problem	NOUN
economy-550	32	30	.	.	PUNCT
economy-550	33	1	we	we	PRON
economy-550	33	2	initially	initially	ADV
economy-550	33	3	assume	assume	VERB
economy-550	33	4	that	that	SCONJ
economy-550	33	5	all	all	DET
economy-550	33	6	variation	variation	NOUN
economy-550	33	7	from	from	ADP
economy-550	33	8	the	the	DET
economy-550	33	9	fitted	fit	VERB
economy-550	33	10	line	line	NOUN
economy-550	33	11	(	(	PUNCT
economy-550	33	12	error	error	NOUN
economy-550	33	13	)	)	PUNCT
economy-550	33	14	is	be	AUX
economy-550	33	15	due	due	ADJ
economy-550	33	16	to	to	ADP
economy-550	33	17	omitted	omit	VERB
economy-550	33	18	variables	variable	NOUN
economy-550	33	19	.	.	PUNCT
economy-550	34	1	leightner	leightner	NOUN
economy-550	34	2	(	(	PUNCT
economy-550	34	3	2015	2015	NUM
economy-550	34	4	)	)	PUNCT
economy-550	34	5	shows	show	VERB
economy-550	34	6	that	that	SCONJ
economy-550	34	7	,	,	PUNCT
economy-550	34	8	in	in	ADP
economy-550	34	9	this	this	DET
economy-550	34	10	case	case	NOUN
economy-550	34	11	,	,	PUNCT
economy-550	34	12	the	the	DET
economy-550	34	13	“	"	PUNCT
economy-550	34	14	error	error	NOUN
economy-550	34	15	”	"	PUNCT
economy-550	34	16	for	for	ADP
economy-550	34	17	the	the	DET
economy-550	34	18	ith	ith	PROPN
economy-550	34	19	observation	observation	NOUN
economy-550	34	20	from	from	ADP
economy-550	34	21	estimating	estimate	VERB
economy-550	34	22	equation	equation	NOUN
economy-550	34	23	(	(	PUNCT
economy-550	34	24	1	1	NUM
economy-550	34	25	)	)	PUNCT
economy-550	34	26	without	without	ADP
economy-550	34	27	considering	consider	VERB
economy-550	34	28	equation	equation	NOUN
economy-550	34	29	(	(	PUNCT
economy-550	34	30	2	2	NUM
economy-550	34	31	)	)	PUNCT
economy-550	34	32	is	be	AUX
economy-550	34	33	α2xi(qi	α2xi(qi	NUM
economy-550	34	34	–	–	PUNCT
economy-550	34	35	e[q	e[q	PROPN
economy-550	34	36	]	]	PUNCT
economy-550	34	37	)	)	PUNCT
economy-550	34	38	where	where	SCONJ
economy-550	34	39	e[q	e[q	NOUN
economy-550	34	40	]	]	PUNCT
economy-550	34	41	is	be	AUX
economy-550	34	42	the	the	DET
economy-550	34	43	mean	mean	ADJ
economy-550	34	44	value	value	NOUN
economy-550	34	45	of	of	ADP
economy-550	34	46	q.	q.	PROPN
economy-550	34	47	the	the	DET
economy-550	34	48	standard	standard	ADJ
economy-550	34	49	approach	approach	NOUN
economy-550	34	50	to	to	ADP
economy-550	34	51	the	the	DET
economy-550	34	52	omitted	omit	VERB
economy-550	34	53	variable	variable	NOUN
economy-550	34	54	’s	’s	PART
economy-550	34	55	problem	problem	NOUN
economy-550	34	56	is	be	AUX
economy-550	34	57	to	to	PART
economy-550	34	58	use	use	VERB
economy-550	34	59	instrumental	instrumental	ADJ
economy-550	34	60	variables	variable	NOUN
economy-550	34	61	.	.	PUNCT
economy-550	35	1	however	however	ADV
economy-550	35	2	,	,	PUNCT
economy-550	35	3	this	this	DET
economy-550	35	4	standard	standard	ADJ
economy-550	35	5	approach	approach	NOUN
economy-550	35	6	requires	require	VERB
economy-550	35	7	instruments	instrument	NOUN
economy-550	35	8	that	that	PRON
economy-550	35	9	are	be	AUX
economy-550	35	10	almost	almost	ADV
economy-550	35	11	perfectly	perfectly	ADV
economy-550	35	12	correlated	correlate	VERB
economy-550	35	13	to	to	ADP
economy-550	35	14	the	the	DET
economy-550	35	15	omitted	omit	VERB
economy-550	35	16	variables	variable	NOUN
economy-550	35	17	while	while	SCONJ
economy-550	35	18	not	not	PART
economy-550	35	19	being	be	AUX
economy-550	35	20	independently	independently	ADV
economy-550	35	21	related	relate	VERB
economy-550	35	22	to	to	ADP
economy-550	35	23	the	the	DET
economy-550	35	24	dependent	dependent	ADJ
economy-550	35	25	variable	variable	NOUN
economy-550	35	26	.	.	PUNCT
economy-550	36	1	finding	find	VERB
economy-550	36	2	and	and	CCONJ
economy-550	36	3	justifying	justify	VERB
economy-550	36	4	such	such	ADJ
economy-550	36	5	variables	variable	NOUN
economy-550	36	6	is	be	AUX
economy-550	36	7	usually	usually	ADV
economy-550	36	8	impossible	impossible	ADJ
economy-550	36	9	.	.	PUNCT
economy-550	37	1	once	once	SCONJ
economy-550	37	2	instruments	instrument	NOUN
economy-550	37	3	are	be	AUX
economy-550	37	4	selected	select	VERB
economy-550	37	5	,	,	PUNCT
economy-550	37	6	their	their	PRON
economy-550	37	7	relationship	relationship	NOUN
economy-550	37	8	to	to	ADP
economy-550	37	9	the	the	DET
economy-550	37	10	omitted	omit	VERB
economy-550	37	11	variables	variable	NOUN
economy-550	37	12	and	and	CCONJ
economy-550	37	13	the	the	DET
economy-550	37	14	relationship	relationship	NOUN
economy-550	37	15	between	between	ADP
economy-550	37	16	the	the	DET
economy-550	37	17	omitted	omit	VERB
economy-550	37	18	variables	variable	NOUN
economy-550	37	19	and	and	CCONJ
economy-550	37	20	the	the	DET
economy-550	37	21	dependent	dependent	ADJ
economy-550	37	22	variable	variable	NOUN
economy-550	37	23	must	must	AUX
economy-550	37	24	be	be	AUX
economy-550	37	25	correctly	correctly	ADV
economy-550	37	26	modeled	model	VERB
economy-550	37	27	.	.	PUNCT
economy-550	38	1	all	all	PRON
economy-550	38	2	of	of	ADP
economy-550	38	3	these	these	DET
economy-550	38	4	conditions	condition	NOUN
economy-550	38	5	are	be	AUX
economy-550	38	6	impossible	impossible	ADJ
economy-550	38	7	to	to	PART
economy-550	38	8	meet	meet	VERB
economy-550	38	9	for	for	ADP
economy-550	38	10	a	a	DET
economy-550	38	11	subject	subject	NOUN
economy-550	38	12	as	as	ADP
economy-550	38	13	complex	complex	ADJ
economy-550	38	14	as	as	ADP
economy-550	38	15	the	the	DET
economy-550	38	16	effectiveness	effectiveness	NOUN
economy-550	38	17	of	of	ADP
economy-550	38	18	macroeconomic	macroeconomic	ADJ
economy-550	38	19	policies	policy	NOUN
economy-550	38	20	.	.	PUNCT
economy-550	39	1	for	for	ADP
economy-550	39	2	recent	recent	ADJ
economy-550	39	3	papers	paper	NOUN
economy-550	39	4	that	that	PRON
economy-550	39	5	express	express	VERB
economy-550	39	6	concern	concern	NOUN
economy-550	39	7	over	over	ADP
economy-550	39	8	omitted	omit	VERB
economy-550	39	9	variable	variable	ADJ
economy-550	39	10	bias	bias	NOUN
economy-550	39	11	see	see	VERB
economy-550	39	12	abbott	abbott	PROPN
economy-550	39	13	and	and	CCONJ
economy-550	39	14	allen	allen	PROPN
economy-550	39	15	(	(	PUNCT
economy-550	39	16	2011	2011	NUM
economy-550	39	17	)	)	PUNCT
economy-550	39	18	,	,	PUNCT
economy-550	39	19	angrist	angrist	NOUN
economy-550	39	20	and	and	CCONJ
economy-550	39	21	alan	alan	PROPN
economy-550	39	22	(	(	PUNCT
economy-550	39	23	2001	2001	NUM
economy-550	39	24	)	)	PUNCT
economy-550	39	25	,	,	PUNCT
economy-550	39	26	black	black	NOUN
economy-550	39	27	and	and	CCONJ
economy-550	39	28	lisa	lisa	PROPN
economy-550	39	29	(	(	PUNCT
economy-550	39	30	2001	2001	NUM
economy-550	39	31	)	)	PUNCT
economy-550	39	32	,	,	PUNCT
economy-550	39	33	botosan	botosan	NOUN
economy-550	39	34	and	and	CCONJ
economy-550	39	35	marlene	marlene	PROPN
economy-550	39	36	(	(	PUNCT
economy-550	39	37	2002	2002	NUM
economy-550	39	38	)	)	PUNCT
economy-550	39	39	,	,	PUNCT
economy-550	39	40	cellini	cellini	PROPN
economy-550	39	41	(	(	PUNCT
economy-550	39	42	2008	2008	NUM
economy-550	39	43	)	)	PUNCT
economy-550	39	44	,	,	PUNCT
economy-550	39	45	diprete	diprete	NOUN
economy-550	39	46	and	and	CCONJ
economy-550	39	47	markus	markus	PROPN
economy-550	39	48	(	(	PUNCT
economy-550	39	49	2004	2004	NUM
economy-550	39	50	)	)	PUNCT
economy-550	39	51	,	,	PUNCT
economy-550	39	52	harris	harris	PROPN
economy-550	39	53	and	and	CCONJ
economy-550	39	54	keith	keith	PROPN
economy-550	39	55	(	(	PUNCT
economy-550	39	56	2007	2007	NUM
economy-550	39	57	)	)	PUNCT
economy-550	39	58	,	,	PUNCT
economy-550	39	59	mustard	mustard	NOUN
economy-550	39	60	(	(	PUNCT
economy-550	39	61	2003	2003	NUM
economy-550	39	62	)	)	PUNCT
economy-550	39	63	,	,	PUNCT
economy-550	39	64	pace	pace	NOUN
economy-550	39	65	and	and	CCONJ
economy-550	39	66	james	james	PROPN
economy-550	39	67	(	(	PUNCT
economy-550	39	68	2010	2010	NUM
economy-550	39	69	)	)	PUNCT
economy-550	39	70	,	,	PUNCT
economy-550	39	71	paterson	paterson	NOUN
economy-550	39	72	and	and	CCONJ
economy-550	39	73	kevin	kevin	PROPN
economy-550	39	74	(	(	PUNCT
economy-550	39	75	2002	2002	NUM
economy-550	39	76	)	)	PUNCT
economy-550	39	77	,	,	PUNCT
economy-550	39	78	scheffler	scheffler	PROPN
economy-550	39	79	et	et	PROPN
economy-550	39	80	al	al	PROPN
economy-550	39	81	.	.	PROPN
economy-550	40	1	(	(	PUNCT
economy-550	40	2	2007	2007	NUM
economy-550	40	3	)	)	PUNCT
economy-550	40	4	,	,	PUNCT
economy-550	40	5	sessions	session	NOUN
economy-550	40	6	et	et	PROPN
economy-550	40	7	al	al	PROPN
economy-550	40	8	.	.	PUNCT
economy-550	40	9	(	(	PUNCT
economy-550	40	10	2006	2006	NUM
economy-550	40	11	)	)	PUNCT
economy-550	40	12	,	,	PUNCT
economy-550	40	13	streams	stream	NOUN
economy-550	40	14	and	and	CCONJ
economy-550	40	15	edward	edward	PROPN
economy-550	40	16	(	(	PUNCT
economy-550	40	17	2004	2004	NUM
economy-550	40	18	)	)	PUNCT
economy-550	40	19	,	,	PUNCT
economy-550	40	20	and	and	CCONJ
economy-550	40	21	swamy	swamy	PROPN
economy-550	40	22	et	et	PROPN
economy-550	40	23	al	al	PROPN
economy-550	40	24	.	.	PROPN
economy-550	40	25	(	(	PUNCT
economy-550	40	26	2003	2003	NUM
economy-550	40	27	)	)	PUNCT
economy-550	40	28	.	.	PUNCT
economy-550	41	1	fortunately	fortunately	ADV
economy-550	41	2	,	,	PUNCT
economy-550	41	3	branson	branson	PROPN
economy-550	41	4	and	and	CCONJ
economy-550	41	5	knox	knox	PROPN
economy-550	41	6	(	(	PUNCT
economy-550	41	7	2000	2000	NUM
economy-550	41	8	)	)	PUNCT
economy-550	41	9	explain	explain	VERB
economy-550	41	10	that	that	SCONJ
economy-550	41	11	the	the	DET
economy-550	41	12	observations	observation	NOUN
economy-550	41	13	at	at	ADP
economy-550	41	14	the	the	DET
economy-550	41	15	top	top	NOUN
economy-550	41	16	of	of	ADP
economy-550	41	17	any	any	DET
economy-550	41	18	given	give	VERB
economy-550	41	19	data	datum	NOUN
economy-550	41	20	set	set	NOUN
economy-550	41	21	would	would	AUX
economy-550	41	22	be	be	AUX
economy-550	41	23	associated	associate	VERB
economy-550	41	24	with	with	ADP
economy-550	41	25	the	the	DET
economy-550	41	26	most	most	ADV
economy-550	41	27	favorable	favorable	ADJ
economy-550	41	28	values	value	NOUN
economy-550	41	29	for	for	ADP
economy-550	41	30	all	all	DET
economy-550	41	31	omitted	omit	VERB
economy-550	41	32	variables	variable	NOUN
economy-550	41	33	(	(	PUNCT
economy-550	41	34	in	in	ADP
economy-550	41	35	other	other	ADJ
economy-550	41	36	words	word	NOUN
economy-550	41	37	,	,	PUNCT
economy-550	41	38	the	the	DET
economy-550	41	39	values	value	NOUN
economy-550	41	40	of	of	ADP
economy-550	41	41	the	the	DET
economy-550	41	42	omitted	omit	VERB
economy-550	41	43	variables	variable	NOUN
economy-550	41	44	that	that	PRON
economy-550	41	45	would	would	AUX
economy-550	41	46	lead	lead	VERB
economy-550	41	47	to	to	ADP
economy-550	41	48	the	the	DET
economy-550	41	49	largest	large	ADJ
economy-550	41	50	values	value	NOUN
economy-550	41	51	for	for	ADP
economy-550	41	52	the	the	DET
economy-550	41	53	dependent	dependent	ADJ
economy-550	41	54	variable	variable	NOUN
economy-550	41	55	,	,	PUNCT
economy-550	41	56	ceteris	ceteris	NOUN
economy-550	41	57	paribus	paribus	NOUN
economy-550	41	58	)	)	PUNCT
economy-550	41	59	.	.	PUNCT
economy-550	42	1	building	build	VERB
economy-550	42	2	on	on	ADP
economy-550	42	3	this	this	DET
economy-550	42	4	intuition	intuition	NOUN
economy-550	42	5	,	,	PUNCT
economy-550	42	6	leightner	leightner	NOUN
economy-550	42	7	(	(	PUNCT
economy-550	42	8	2002	2002	NUM
economy-550	42	9	)	)	PUNCT
economy-550	42	10	developed	develop	VERB
economy-550	42	11	a	a	DET
economy-550	42	12	new	new	ADJ
economy-550	42	13	analytical	analytical	ADJ
economy-550	42	14	technique	technique	NOUN
economy-550	42	15	named	name	VERB
economy-550	42	16	“	"	PUNCT
economy-550	42	17	reiterative	reiterative	ADJ
economy-550	42	18	truncated	truncate	VERB
economy-550	42	19	projected	project	VERB
economy-550	42	20	least	least	ADJ
economy-550	42	21	squares	square	NOUN
economy-550	42	22	”	"	PUNCT
economy-550	42	23	(	(	PUNCT
economy-550	42	24	rtpls	rtpls	NOUN
economy-550	42	25	)	)	PUNCT
economy-550	42	26	that	that	PRON
economy-550	42	27	solves	solve	VERB
economy-550	42	28	the	the	DET
economy-550	42	29	omitted	omit	VERB
economy-550	42	30	variable	variable	ADJ
economy-550	42	31	problem	problem	NOUN
economy-550	42	32	of	of	ADP
economy-550	42	33	regression	regression	NOUN
economy-550	42	34	analysis	analysis	NOUN
economy-550	42	35	without	without	ADP
economy-550	42	36	using	use	VERB
economy-550	42	37	instrumental	instrumental	ADJ
economy-550	42	38	variables	variable	NOUN
economy-550	42	39	and	and	CCONJ
economy-550	42	40	their	their	PRON
economy-550	42	41	unreasonable	unreasonable	ADJ
economy-550	42	42	assumptions	assumption	NOUN
economy-550	42	43	.	.	PUNCT
economy-550	43	1	leightner	leightner	NOUN
economy-550	43	2	(	(	PUNCT
economy-550	43	3	2008	2008	NUM
economy-550	43	4	)	)	PUNCT
economy-550	43	5	and	and	CCONJ
economy-550	43	6	leightner	leightner	NOUN
economy-550	43	7	and	and	CCONJ
economy-550	43	8	tomoo	tomoo	NOUN
economy-550	43	9	(	(	PUNCT
economy-550	43	10	2012b	2012b	NOUN
economy-550	43	11	)	)	PUNCT
economy-550	43	12	created	create	VERB
economy-550	43	13	the	the	DET
economy-550	43	14	second	second	ADJ
economy-550	43	15	and	and	CCONJ
economy-550	43	16	third	third	ADJ
economy-550	43	17	generation	generation	NOUN
economy-550	43	18	of	of	ADP
economy-550	43	19	the	the	DET
economy-550	43	20	technique	technique	NOUN
economy-550	43	21	respectively	respectively	ADV
economy-550	43	22	:	:	PUNCT
economy-550	43	23	rtpls2	rtpls2	NOUN
economy-550	43	24	and	and	CCONJ
economy-550	43	25	rtpls3	rtpls3	PROPN
economy-550	43	26	.	.	PUNCT
economy-550	43	27	leightner	leightner	PROPN
economy-550	43	28	and	and	CCONJ
economy-550	43	29	tomoo	tomoo	NOUN
economy-550	43	30	(	(	PUNCT
economy-550	43	31	2012b	2012b	NOUN
economy-550	43	32	)	)	PUNCT
economy-550	43	33	also	also	ADV
economy-550	43	34	produce	produce	VERB
economy-550	43	35	an	an	DET
economy-550	43	36	argument	argument	NOUN
economy-550	43	37	that	that	SCONJ
economy-550	43	38	rtpls3	rtpls3	PROPN
economy-550	43	39	is	be	AUX
economy-550	43	40	unbiased	unbiased	ADJ
economy-550	43	41	.	.	PUNCT
economy-550	44	1	leightner	leightner	NOUN
economy-550	44	2	(	(	PUNCT
economy-550	44	3	2015	2015	NUM
economy-550	44	4	)	)	PUNCT
economy-550	44	5	uses	use	VERB
economy-550	44	6	the	the	DET
economy-550	44	7	fourth	fourth	ADJ
economy-550	44	8	generation	generation	NOUN
economy-550	44	9	,	,	PUNCT
economy-550	44	10	rtpls4	rtpls4	PROPN
economy-550	44	11	.	.	PUNCT
economy-550	45	1	his	his	PRON
economy-550	45	2	simulations	simulation	NOUN
economy-550	45	3	show	show	VERB
economy-550	45	4	that	that	SCONJ
economy-550	45	5	the	the	DET
economy-550	45	6	average	average	ADJ
economy-550	45	7	ratio	ratio	NOUN
economy-550	45	8	of	of	ADP
economy-550	45	9	ordinary	ordinary	ADJ
economy-550	45	10	least	least	ADJ
economy-550	45	11	squares	square	NOUN
economy-550	45	12	(	(	PUNCT
economy-550	45	13	ols	ol	NOUN
economy-550	45	14	)	)	PUNCT
economy-550	45	15	error	error	NOUN
economy-550	45	16	to	to	PART
economy-550	45	17	rtpls	rtpls	NOUN
economy-550	45	18	error	error	NOUN
economy-550	45	19	is	be	AUX
economy-550	45	20	3.8	3.8	NUM
economy-550	45	21	when	when	SCONJ
economy-550	45	22	the	the	DET
economy-550	45	23	effect	effect	NOUN
economy-550	45	24	of	of	ADP
economy-550	45	25	omitted	omit	VERB
economy-550	45	26	variables	variable	NOUN
economy-550	45	27	on	on	ADP
economy-550	45	28	the	the	DET
economy-550	45	29	true	true	ADJ
economy-550	45	30	slope	slope	NOUN
economy-550	45	31	is	be	AUX
economy-550	45	32	10	10	NUM
economy-550	45	33	times	time	NOUN
economy-550	45	34	the	the	DET
economy-550	45	35	size	size	NOUN
economy-550	45	36	of	of	ADP
economy-550	45	37	random	random	ADJ
economy-550	45	38	error	error	NOUN
economy-550	45	39	.	.	PUNCT
economy-550	46	1	furthermore	furthermore	ADV
economy-550	46	2	,	,	PUNCT
economy-550	46	3	the	the	DET
economy-550	46	4	ols	ol	NOUN
economy-550	46	5	/	/	SYM
economy-550	46	6	rtpls4	rtpls4	NOUN
economy-550	46	7	error	error	NOUN
economy-550	46	8	ratio	ratio	NOUN
economy-550	46	9	is	be	AUX
economy-550	46	10	more	more	ADJ
economy-550	46	11	than	than	ADP
economy-550	46	12	28	28	NUM
economy-550	46	13	when	when	SCONJ
economy-550	46	14	the	the	DET
economy-550	46	15	effect	effect	NOUN
economy-550	46	16	of	of	ADP
economy-550	46	17	omitted	omit	VERB
economy-550	46	18	variables	variable	NOUN
economy-550	46	19	on	on	ADP
economy-550	46	20	the	the	DET
economy-550	46	21	true	true	ADJ
economy-550	46	22	slope	slope	NOUN
economy-550	46	23	is	be	AUX
economy-550	46	24	100	100	NUM
economy-550	46	25	times	time	NOUN
economy-550	46	26	the	the	DET
economy-550	46	27	size	size	NOUN
economy-550	46	28	of	of	ADP
economy-550	46	29	random	random	ADJ
economy-550	46	30	error	error	NOUN
economy-550	46	31	.	.	PUNCT
economy-550	47	1	as	as	SCONJ
economy-550	47	2	random	random	ADJ
economy-550	47	3	error	error	NOUN
economy-550	47	4	approaches	approach	NOUN
economy-550	47	5	zero	zero	NUM
economy-550	47	6	and	and	CCONJ
economy-550	47	7	as	as	SCONJ
economy-550	47	8	the	the	DET
economy-550	47	9	sample	sample	NOUN
economy-550	47	10	size	size	NOUN
economy-550	47	11	increases	increase	NOUN
economy-550	47	12	,	,	PUNCT
economy-550	47	13	the	the	DET
economy-550	47	14	ols	ol	NOUN
economy-550	47	15	/	/	SYM
economy-550	47	16	rtpls	rtpls	NOUN
economy-550	47	17	error	error	NOUN
economy-550	47	18	ratio	ratio	NOUN
economy-550	47	19	approaches	approach	VERB
economy-550	47	20	infinity	infinity	NOUN
economy-550	47	21	.	.	PUNCT
economy-550	48	1	published	publish	VERB
economy-550	48	2	studies	study	NOUN
economy-550	48	3	that	that	PRON
economy-550	48	4	used	use	VERB
economy-550	48	5	rtpls	rtpls	NOUN
economy-550	48	6	,	,	PUNCT
economy-550	48	7	rtpls2	rtpls2	PROPN
economy-550	48	8	,	,	PUNCT
economy-550	48	9	rtpls3	rtpls3	PROPN
economy-550	48	10	,	,	PUNCT
economy-550	48	11	or	or	CCONJ
economy-550	48	12	rtpls4	rtpls4	NOUN
economy-550	48	13	in	in	ADP
economy-550	48	14	applications	application	NOUN
economy-550	48	15	include	include	VERB
economy-550	48	16	leightner	leightner	NOUN
economy-550	48	17	and	and	CCONJ
economy-550	48	18	tomoo	tomoo	NOUN
economy-550	48	19	(	(	PUNCT
economy-550	48	20	2012a	2012a	NUM
economy-550	48	21	;	;	PUNCT
economy-550	48	22	2012b	2012b	NUM
economy-550	48	23	;	;	PUNCT
economy-550	48	24	2009	2009	NUM
economy-550	48	25	;	;	PUNCT
economy-550	48	26	2008a	2008a	NUM
economy-550	48	27	;	;	PUNCT
economy-550	48	28	2008b	2008b	NUM
economy-550	48	29	;	;	PUNCT
economy-550	48	30	2007	2007	NUM
economy-550	48	31	)	)	PUNCT
economy-550	48	32	and	and	CCONJ
economy-550	48	33	leightner	leightner	NOUN
economy-550	48	34	(	(	PUNCT
economy-550	48	35	2015	2015	NUM
economy-550	48	36	;	;	PUNCT
economy-550	48	37	2013	2013	NUM
economy-550	48	38	;	;	PUNCT
economy-550	48	39	2011a	2011a	NUM
economy-550	48	40	;	;	PUNCT
economy-550	48	41	2011b	2011b	NUM
economy-550	48	42	;	;	PUNCT
economy-550	48	43	2010a	2010a	NUM
economy-550	48	44	;	;	PUNCT
economy-550	48	45	2010b	2010b	NUM
economy-550	48	46	;	;	PUNCT
economy-550	48	47	2008	2008	NUM
economy-550	48	48	;	;	PUNCT
economy-550	48	49	2007a	2007a	NUM
economy-550	48	50	;	;	PUNCT
economy-550	48	51	2005a	2005a	NUM
economy-550	48	52	;	;	PUNCT
economy-550	48	53	2005b	2005b	NUM
economy-550	48	54	;	;	PUNCT
economy-550	48	55	2002	2002	NUM
economy-550	48	56	)	)	PUNCT
economy-550	48	57	.	.	PUNCT
economy-550	49	1	figure	figure	NOUN
economy-550	49	2	1	1	NUM
economy-550	49	3	will	will	AUX
economy-550	49	4	be	be	AUX
economy-550	49	5	used	use	VERB
economy-550	49	6	to	to	PART
economy-550	49	7	explain	explain	VERB
economy-550	49	8	rtpls	rtpls	NOUN
economy-550	49	9	.	.	PUNCT
economy-550	50	1	to	to	PART
economy-550	50	2	construct	construct	VERB
economy-550	50	3	figure	figure	NOUN
economy-550	50	4	1	1	NUM
economy-550	50	5	,	,	PUNCT
economy-550	50	6	we	we	PRON
economy-550	50	7	generated	generate	VERB
economy-550	50	8	two	two	NUM
economy-550	50	9	series	series	NOUN
economy-550	50	10	of	of	ADP
economy-550	50	11	random	random	ADJ
economy-550	50	12	numbers	number	NOUN
economy-550	50	13	,	,	PUNCT
economy-550	50	14	x	x	PUNCT
economy-550	50	15	and	and	CCONJ
economy-550	50	16	q	q	NOUN
economy-550	50	17	,	,	PUNCT
economy-550	50	18	which	which	PRON
economy-550	50	19	ranged	range	VERB
economy-550	50	20	from	from	ADP
economy-550	50	21	0	0	NUM
economy-550	50	22	to	to	ADP
economy-550	50	23	100	100	NUM
economy-550	50	24	.	.	PUNCT
economy-550	51	1	we	we	PRON
economy-550	51	2	then	then	ADV
economy-550	51	3	calculated	calculate	VERB
economy-550	51	4	a	a	DET
economy-550	51	5	series	series	NOUN
economy-550	51	6	for	for	ADP
economy-550	51	7	the	the	DET
economy-550	51	8	dependent	dependent	ADJ
economy-550	51	9	variable	variable	NOUN
economy-550	51	10	,	,	PUNCT
economy-550	51	11	y	y	PROPN
economy-550	51	12	,	,	PUNCT
economy-550	51	13	using	use	VERB
economy-550	51	14	equation	equation	NOUN
economy-550	51	15	(	(	PUNCT
economy-550	51	16	4	4	NUM
economy-550	51	17	):	):	PUNCT
economy-550	51	18	y	y	PROPN
economy-550	51	19	=	=	PUNCT
economy-550	51	20	100	100	NUM
economy-550	52	1	+	+	CCONJ
economy-550	52	2	10	10	NUM
economy-550	52	3	x	x	SYM
economy-550	53	1	+	+	NUM
economy-550	53	2	0.6	0.6	NUM
economy-550	53	3	q	q	NOUN
economy-550	53	4	x	x	X
economy-550	53	5	(	(	PUNCT
economy-550	53	6	4	4	NUM
economy-550	53	7	)	)	PUNCT
economy-550	53	8	∂y/∂x	∂y/∂x	NOUN
economy-550	53	9	for	for	ADP
economy-550	53	10	equation	equation	NOUN
economy-550	53	11	(	(	PUNCT
economy-550	53	12	4	4	X
economy-550	53	13	)	)	PUNCT
economy-550	53	14	equals	equal	VERB
economy-550	53	15	10	10	NUM
economy-550	53	16	+	+	NUM
economy-550	53	17	0.6	0.6	NUM
economy-550	53	18	q.	q.	NOUN
economy-550	53	19	this	this	DET
economy-550	53	20	slope	slope	NOUN
economy-550	53	21	will	will	AUX
economy-550	53	22	take	take	VERB
economy-550	53	23	numerical	numerical	ADJ
economy-550	53	24	values	value	NOUN
economy-550	53	25	that	that	PRON
economy-550	53	26	range	range	VERB
economy-550	53	27	from	from	ADP
economy-550	53	28	ten	ten	NUM
economy-550	53	29	(	(	PUNCT
economy-550	53	30	when	when	SCONJ
economy-550	53	31	q	q	NOUN
economy-550	53	32	equals	equal	VERB
economy-550	53	33	zero	zero	NUM
economy-550	53	34	)	)	PUNCT
economy-550	53	35	to	to	ADP
economy-550	53	36	seventy	seventy	NUM
economy-550	53	37	(	(	PUNCT
economy-550	53	38	when	when	SCONJ
economy-550	53	39	q	q	PROPN
economy-550	53	40	equals	equal	VERB
economy-550	53	41	one	one	NUM
economy-550	53	42	hundred	hundred	NUM
economy-550	53	43	)	)	PUNCT
economy-550	53	44	.	.	PUNCT
economy-550	54	1	since	since	SCONJ
economy-550	54	2	seventy	seventy	NUM
economy-550	54	3	is	be	AUX
economy-550	54	4	seven	seven	NUM
economy-550	54	5	times	time	NOUN
economy-550	54	6	bigger	big	ADJ
economy-550	54	7	than	than	ADP
economy-550	54	8	ten	ten	NUM
economy-550	54	9	,	,	PUNCT
economy-550	54	10	q	q	PUNCT
economy-550	54	11	makes	make	VERB
economy-550	54	12	a	a	DET
economy-550	54	13	seven	seven	NUM
economy-550	54	14	hundred	hundred	NUM
economy-550	54	15	percent	percent	NOUN
economy-550	54	16	difference	difference	NOUN
economy-550	54	17	to	to	ADP
economy-550	54	18	the	the	DET
economy-550	54	19	true	true	ADJ
economy-550	54	20	slope	slope	NOUN
economy-550	54	21	in	in	ADP
economy-550	54	22	this	this	DET
economy-550	54	23	example	example	NOUN
economy-550	54	24	.	.	PUNCT
economy-550	55	1	in	in	ADP
economy-550	55	2	figure	figure	NOUN
economy-550	55	3	1	1	NUM
economy-550	55	4	,	,	PUNCT
economy-550	55	5	we	we	PRON
economy-550	55	6	identified	identify	VERB
economy-550	55	7	each	each	DET
economy-550	55	8	point	point	NOUN
economy-550	55	9	with	with	ADP
economy-550	55	10	that	that	DET
economy-550	55	11	observation	observation	NOUN
economy-550	55	12	’s	’s	PART
economy-550	55	13	value	value	NOUN
economy-550	55	14	for	for	ADP
economy-550	55	15	q.	q.	PROPN
economy-550	55	16	notice	notice	NOUN
economy-550	55	17	that	that	SCONJ
economy-550	55	18	the	the	DET
economy-550	55	19	upper	upper	ADJ
economy-550	55	20	edge	edge	NOUN
economy-550	55	21	of	of	ADP
economy-550	55	22	the	the	DET
economy-550	55	23	data	data	NOUN
economy-550	55	24	corresponds	correspond	VERB
economy-550	55	25	to	to	ADP
economy-550	55	26	relatively	relatively	ADV
economy-550	55	27	large	large	ADJ
economy-550	55	28	qs	qs	NOUN
economy-550	55	29	–	–	PUNCT
economy-550	55	30	91	91	NUM
economy-550	55	31	,	,	PUNCT
economy-550	55	32	96	96	NUM
economy-550	55	33	,	,	PUNCT
economy-550	55	34	98	98	NUM
economy-550	55	35	,	,	PUNCT
economy-550	55	36	98	98	NUM
economy-550	55	37	,	,	PUNCT
economy-550	55	38	98	98	NUM
economy-550	55	39	,	,	PUNCT
economy-550	55	40	96	96	NUM
economy-550	55	41	,	,	PUNCT
economy-550	55	42	95	95	NUM
economy-550	55	43	,	,	PUNCT
economy-550	55	44	and	and	CCONJ
economy-550	55	45	94	94	NUM
economy-550	55	46	.	.	PUNCT
economy-550	56	1	the	the	DET
economy-550	56	2	lower	low	ADJ
economy-550	56	3	edge	edge	NOUN
economy-550	56	4	of	of	ADP
economy-550	56	5	the	the	DET
economy-550	56	6	data	data	NOUN
economy-550	56	7	corresponds	correspond	VERB
economy-550	56	8	to	to	ADP
economy-550	56	9	relatively	relatively	ADV
economy-550	56	10	small	small	ADJ
economy-550	56	11	qs	qs	NOUN
economy-550	56	12	–	–	PUNCT
economy-550	56	13	17	17	NUM
economy-550	56	14	,	,	PUNCT
economy-550	56	15	0	0	NUM
economy-550	56	16	,	,	PUNCT
economy-550	56	17	3	3	NUM
economy-550	56	18	,	,	PUNCT
economy-550	56	19	4	4	NUM
economy-550	56	20	,	,	PUNCT
economy-550	56	21	and	and	CCONJ
economy-550	56	22	11	11	NUM
economy-550	56	23	.	.	PUNCT
economy-550	57	1	this	this	PRON
economy-550	57	2	makes	make	VERB
economy-550	57	3	sense	sense	NOUN
economy-550	57	4	since	since	SCONJ
economy-550	57	5	as	as	SCONJ
economy-550	57	6	q	q	ADJ
economy-550	57	7	increases	increase	NOUN
economy-550	57	8	so	so	ADV
economy-550	57	9	does	do	VERB
economy-550	57	10	y	y	PROPN
economy-550	57	11	,	,	PUNCT
economy-550	57	12	for	for	ADP
economy-550	57	13	any	any	DET
economy-550	57	14	given	give	VERB
economy-550	57	15	x.	x.	NOUN
economy-550	57	16	for	for	ADP
economy-550	57	17	example	example	NOUN
economy-550	57	18	,	,	PUNCT
economy-550	57	19	when	when	SCONJ
economy-550	57	20	x	x	PRON
economy-550	57	21	approximately	approximately	ADV
economy-550	57	22	equals	equal	VERB
economy-550	57	23	85	85	NUM
economy-550	57	24	,	,	PUNCT
economy-550	57	25	reading	read	VERB
economy-550	57	26	the	the	DET
economy-550	57	27	values	value	NOUN
economy-550	57	28	of	of	ADP
economy-550	57	29	q	q	NOUN
economy-550	57	30	from	from	ADP
economy-550	57	31	top	top	NOUN
economy-550	57	32	to	to	ADP
economy-550	57	33	bottom	bottom	NOUN
economy-550	57	34	of	of	ADP
economy-550	57	35	figure	figure	NOUN
economy-550	57	36	1	1	NUM
economy-550	57	37	produces	produce	VERB
economy-550	57	38	86	86	NUM
economy-550	57	39	,	,	PUNCT
economy-550	57	40	80	80	NUM
economy-550	57	41	,	,	PUNCT
economy-550	57	42	75	75	NUM
economy-550	57	43	,	,	PUNCT
economy-550	57	44	68	68	NUM
economy-550	57	45	,	,	PUNCT
economy-550	57	46	65	65	NUM
economy-550	57	47	,	,	PUNCT
economy-550	57	48	54	54	NUM
economy-550	57	49	,	,	PUNCT
economy-550	57	50	49	49	NUM
economy-550	57	51	,	,	PUNCT
economy-550	57	52	43	43	NUM
economy-550	57	53	,	,	PUNCT
economy-550	57	54	35	35	NUM
economy-550	57	55	,	,	PUNCT
economy-550	57	56	27	27	NUM
economy-550	57	57	,	,	PUNCT
economy-550	57	58	and	and	CCONJ
economy-550	57	59	21	21	NUM
economy-550	57	60	.	.	PUNCT
economy-550	58	1	thus	thus	ADV
economy-550	58	2	the	the	DET
economy-550	58	3	relative	relative	ADJ
economy-550	58	4	vertical	vertical	ADJ
economy-550	58	5	position	position	NOUN
economy-550	58	6	of	of	ADP
economy-550	58	7	each	each	DET
economy-550	58	8	observation	observation	NOUN
economy-550	58	9	is	be	AUX
economy-550	58	10	directly	directly	ADV
economy-550	58	11	related	relate	VERB
economy-550	58	12	to	to	ADP
economy-550	58	13	the	the	DET
economy-550	58	14	values	value	NOUN
economy-550	58	15	of	of	ADP
economy-550	58	16	q.	q.	PROPN
economy-550	58	17	if	if	SCONJ
economy-550	58	18	,	,	PUNCT
economy-550	58	19	instead	instead	ADV
economy-550	58	20	of	of	ADP
economy-550	58	21	adding	add	VERB
economy-550	58	22	0.6qx	0.6qx	PUNCT
economy-550	59	1	in	in	ADP
economy-550	59	2	equation	equation	NOUN
economy-550	59	3	4	4	NUM
economy-550	59	4	,	,	PUNCT
economy-550	59	5	we	we	PRON
economy-550	59	6	had	have	AUX
economy-550	59	7	subtracted	subtract	VERB
economy-550	59	8	0.6qx	0.6qx	PROPN
economy-550	59	9	,	,	PUNCT
economy-550	59	10	then	then	ADV
economy-550	59	11	the	the	DET
economy-550	59	12	smallest	small	ADJ
economy-550	59	13	qs	qs	NOUN
economy-550	59	14	would	would	AUX
economy-550	59	15	be	be	AUX
economy-550	59	16	on	on	ADP
economy-550	59	17	the	the	DET
economy-550	59	18	top	top	NOUN
economy-550	59	19	and	and	CCONJ
economy-550	59	20	the	the	DET
economy-550	59	21	largest	large	ADJ
economy-550	59	22	qs	qs	NOUN
economy-550	59	23	on	on	ADP
economy-550	59	24	the	the	DET
economy-550	59	25	bottom	bottom	NOUN
economy-550	59	26	of	of	ADP
economy-550	59	27	figure	figure	NOUN
economy-550	59	28	1	1	NUM
economy-550	59	29	.	.	PUNCT
economy-550	59	30	either	either	DET
economy-550	59	31	way	way	NOUN
economy-550	59	32	,	,	PUNCT
economy-550	59	33	the	the	DET
economy-550	59	34	vertical	vertical	ADJ
economy-550	59	35	position	position	NOUN
economy-550	59	36	of	of	ADP
economy-550	59	37	observations	observation	NOUN
economy-550	59	38	captures	capture	VERB
economy-550	59	39	the	the	DET
economy-550	59	40	influence	influence	NOUN
economy-550	59	41	of	of	ADP
economy-550	59	42	q.	q.	PROPN
economy-550	59	43	also	also	ADV
economy-550	59	44	realize	realize	VERB
economy-550	59	45	that	that	SCONJ
economy-550	59	46	the	the	DET
economy-550	59	47	omitted	omit	VERB
economy-550	59	48	variable	variable	NOUN
economy-550	59	49	,	,	PUNCT
economy-550	59	50	q	q	X
economy-550	59	51	,	,	PUNCT
economy-550	59	52	represents	represent	VERB
economy-550	59	53	the	the	DET
economy-550	59	54	combined	combine	VERB
economy-550	59	55	effects	effect	NOUN
economy-550	59	56	of	of	ADP
economy-550	59	57	all	all	DET
economy-550	59	58	forces	force	NOUN
economy-550	59	59	that	that	PRON
economy-550	59	60	are	be	AUX
economy-550	59	61	not	not	PART
economy-550	59	62	included	include	VERB
economy-550	59	63	in	in	ADP
economy-550	59	64	the	the	DET
economy-550	59	65	analysis	analysis	NOUN
economy-550	59	66	.	.	PUNCT
economy-550	60	1	for	for	ADP
economy-550	60	2	example	example	NOUN
economy-550	60	3	,	,	PUNCT
economy-550	60	4	if	if	SCONJ
economy-550	60	5	there	there	PRON
economy-550	60	6	are	be	VERB
economy-550	60	7	500	500	NUM
economy-550	60	8	forces	force	NOUN
economy-550	60	9	that	that	PRON
economy-550	60	10	are	be	AUX
economy-550	60	11	omitted	omit	VERB
economy-550	60	12	where	where	SCONJ
economy-550	60	13	300	300	NUM
economy-550	60	14	of	of	ADP
economy-550	60	15	them	they	PRON
economy-550	60	16	are	be	AUX
economy-550	60	17	positively	positively	ADV
economy-550	60	18	related	relate	VERB
economy-550	60	19	to	to	ADP
economy-550	60	20	y	y	PROPN
economy-550	60	21	and	and	CCONJ
economy-550	60	22	200	200	NUM
economy-550	60	23	are	be	AUX
economy-550	60	24	negatively	negatively	ADV
economy-550	60	25	related	relate	VERB
economy-550	60	26	to	to	ADP
economy-550	60	27	y	y	PROPN
economy-550	60	28	,	,	PUNCT
economy-550	60	29	then	then	ADV
economy-550	60	30	the	the	DET
economy-550	60	31	observations	observation	NOUN
economy-550	60	32	on	on	ADP
economy-550	60	33	the	the	DET
economy-550	60	34	frontier	frontier	NOUN
economy-550	60	35	will	will	AUX
economy-550	60	36	correspond	correspond	VERB
economy-550	60	37	to	to	ADP
economy-550	60	38	when	when	SCONJ
economy-550	60	39	the	the	DET
economy-550	60	40	300	300	NUM
economy-550	60	41	variables	variable	NOUN
economy-550	60	42	are	be	AUX
economy-550	60	43	at	at	ADP
economy-550	60	44	their	their	PRON
economy-550	60	45	largest	large	ADJ
economy-550	60	46	levels	level	NOUN
economy-550	60	47	and	and	CCONJ
economy-550	60	48	the	the	DET
economy-550	60	49	200	200	NUM
economy-550	60	50	are	be	AUX
economy-550	60	51	at	at	ADP
economy-550	60	52	their	their	PRON
economy-550	60	53	lowest	low	ADJ
economy-550	60	54	levels	level	NOUN
economy-550	60	55	.	.	PUNCT
economy-550	61	1	economy	economy	NOUN
economy-550	61	2	,	,	PUNCT
economy-550	61	3	2014	2014	NUM
economy-550	61	4	,	,	PUNCT
economy-550	61	5	1(1	1(1	NUM
economy-550	61	6	):	):	PUNCT
economy-550	61	7	20	20	NUM
economy-550	61	8	-	-	SYM
economy-550	61	9	31	31	NUM
economy-550	61	10	22	22	NUM
economy-550	61	11	where	where	SCONJ
economy-550	61	12	q	q	NOUN
economy-550	61	13	is	be	AUX
economy-550	61	14	biggest	big	ADJ
economy-550	61	15	,	,	PUNCT
economy-550	61	16	along	along	ADP
economy-550	61	17	the	the	DET
economy-550	61	18	upper	upper	ADJ
economy-550	61	19	edge	edge	NOUN
economy-550	61	20	of	of	ADP
economy-550	61	21	figure	figure	NOUN
economy-550	61	22	1	1	NUM
economy-550	61	23	,	,	PUNCT
economy-550	61	24	the	the	DET
economy-550	61	25	slope	slope	NOUN
economy-550	61	26	is	be	AUX
economy-550	61	27	also	also	ADV
economy-550	61	28	biggest	big	ADJ
economy-550	61	29	.	.	PUNCT
economy-550	62	1	likewise	likewise	ADV
economy-550	62	2	,	,	PUNCT
economy-550	62	3	where	where	SCONJ
economy-550	62	4	q	q	NOUN
economy-550	62	5	is	be	AUX
economy-550	62	6	smallest	small	ADJ
economy-550	62	7	,	,	PUNCT
economy-550	62	8	along	along	ADP
economy-550	62	9	the	the	DET
economy-550	62	10	bottom	bottom	ADJ
economy-550	62	11	edge	edge	NOUN
economy-550	62	12	of	of	ADP
economy-550	62	13	figure	figure	NOUN
economy-550	62	14	1	1	NUM
economy-550	62	15	,	,	PUNCT
economy-550	62	16	the	the	DET
economy-550	62	17	slope	slope	NOUN
economy-550	62	18	is	be	AUX
economy-550	62	19	also	also	ADV
economy-550	62	20	smallest	small	ADJ
economy-550	62	21	.	.	PUNCT
economy-550	63	1	the	the	DET
economy-550	63	2	relative	relative	ADJ
economy-550	63	3	vertical	vertical	ADJ
economy-550	63	4	position	position	NOUN
economy-550	63	5	of	of	ADP
economy-550	63	6	the	the	DET
economy-550	63	7	observations	observation	NOUN
economy-550	63	8	that	that	PRON
economy-550	63	9	correspond	correspond	VERB
economy-550	63	10	to	to	ADP
economy-550	63	11	any	any	DET
economy-550	63	12	given	give	VERB
economy-550	63	13	x	x	PUNCT
economy-550	63	14	is	be	AUX
economy-550	63	15	related	relate	VERB
economy-550	63	16	to	to	ADP
economy-550	63	17	the	the	DET
economy-550	63	18	true	true	ADJ
economy-550	63	19	slope	slope	NOUN
economy-550	63	20	.	.	PUNCT
economy-550	64	1	imagine	imagine	VERB
economy-550	64	2	that	that	SCONJ
economy-550	64	3	a	a	DET
economy-550	64	4	researcher	researcher	NOUN
economy-550	64	5	does	do	AUX
economy-550	64	6	not	not	PART
economy-550	64	7	know	know	VERB
economy-550	64	8	what	what	PRON
economy-550	64	9	q	q	NOUN
economy-550	64	10	is	be	AUX
economy-550	64	11	and	and	CCONJ
economy-550	64	12	that	that	SCONJ
economy-550	64	13	he	he	PRON
economy-550	64	14	,	,	PUNCT
economy-550	64	15	thus	thus	ADV
economy-550	64	16	,	,	PUNCT
economy-550	64	17	omits	omit	VERB
economy-550	64	18	it	it	PRON
economy-550	64	19	from	from	ADP
economy-550	64	20	his	his	PRON
economy-550	64	21	analysis	analysis	NOUN
economy-550	64	22	.	.	PUNCT
economy-550	65	1	in	in	ADP
economy-550	65	2	this	this	DET
economy-550	65	3	case	case	NOUN
economy-550	65	4	,	,	PUNCT
economy-550	65	5	ols	ol	NOUN
economy-550	65	6	produces	produce	VERB
economy-550	65	7	the	the	DET
economy-550	65	8	following	follow	VERB
economy-550	65	9	estimated	estimate	VERB
economy-550	65	10	equation	equation	NOUN
economy-550	65	11	:	:	PUNCT
economy-550	66	1	y	y	PROPN
economy-550	66	2	=	=	PUNCT
economy-550	66	3	-59.85	-59.85	PROPN
economy-550	67	1	+	+	NUM
economy-550	67	2	45.27x	45.27x	NUM
economy-550	67	3	with	with	ADP
economy-550	67	4	an	an	DET
economy-550	67	5	r	r	NOUN
economy-550	67	6	-	-	PUNCT
economy-550	67	7	squared	square	VERB
economy-550	67	8	of	of	ADP
economy-550	67	9	0.6524	0.6524	NUM
economy-550	67	10	and	and	CCONJ
economy-550	67	11	a	a	DET
economy-550	67	12	standard	standard	ADJ
economy-550	67	13	error	error	NOUN
economy-550	67	14	of	of	ADP
economy-550	67	15	the	the	DET
economy-550	67	16	slope	slope	NOUN
economy-550	67	17	of	of	ADP
economy-550	67	18	3.338	3.338	NUM
economy-550	67	19	.	.	PUNCT
economy-550	68	1	although	although	SCONJ
economy-550	68	2	,	,	PUNCT
economy-550	68	3	this	this	DET
economy-550	68	4	ols	ol	NOUN
economy-550	68	5	regression	regression	NOUN
economy-550	68	6	may	may	AUX
economy-550	68	7	look	look	VERB
economy-550	68	8	successful	successful	ADJ
economy-550	68	9	,	,	PUNCT
economy-550	68	10	it	it	PRON
economy-550	68	11	is	be	AUX
economy-550	68	12	not	not	PART
economy-550	68	13	.	.	PUNCT
economy-550	69	1	remember	remember	VERB
economy-550	69	2	that	that	SCONJ
economy-550	69	3	the	the	DET
economy-550	69	4	true	true	ADJ
economy-550	69	5	equation	equation	NOUN
economy-550	69	6	is	be	AUX
economy-550	69	7	y	y	NOUN
economy-550	69	8	=	=	PUNCT
economy-550	69	9	100	100	NUM
economy-550	70	1	+	+	CCONJ
economy-550	70	2	10	10	NUM
economy-550	70	3	x	x	SYM
economy-550	70	4	+	+	NUM
economy-550	70	5	0.6	0.6	NUM
economy-550	70	6	q	q	NOUN
economy-550	70	7	x.	x.	NOUN
economy-550	70	8	since	since	SCONJ
economy-550	70	9	q	q	PROPN
economy-550	70	10	ranges	range	VERB
economy-550	70	11	from	from	ADP
economy-550	70	12	0	0	NUM
economy-550	70	13	to	to	ADP
economy-550	70	14	100	100	NUM
economy-550	70	15	,	,	PUNCT
economy-550	70	16	the	the	DET
economy-550	70	17	true	true	ADJ
economy-550	70	18	slope	slope	NOUN
economy-550	70	19	(	(	PUNCT
economy-550	70	20	true	true	ADJ
economy-550	70	21	derivative	derivative	ADJ
economy-550	70	22	)	)	PUNCT
economy-550	70	23	ranges	range	VERB
economy-550	70	24	from	from	ADP
economy-550	70	25	10	10	NUM
economy-550	70	26	to	to	PART
economy-550	70	27	70	70	NUM
economy-550	70	28	and	and	CCONJ
economy-550	70	29	ols	ol	NOUN
economy-550	70	30	produced	produce	VERB
economy-550	70	31	a	a	DET
economy-550	70	32	constant	constant	ADJ
economy-550	70	33	slope	slope	NOUN
economy-550	70	34	of	of	ADP
economy-550	70	35	45.27	45.27	NUM
economy-550	70	36	.	.	PUNCT
economy-550	71	1	ols	ol	NOUN
economy-550	71	2	did	do	VERB
economy-550	71	3	the	the	DET
economy-550	71	4	best	good	ADJ
economy-550	71	5	it	it	PRON
economy-550	71	6	could	could	AUX
economy-550	71	7	,	,	PUNCT
economy-550	71	8	given	give	VERB
economy-550	71	9	its	its	PRON
economy-550	71	10	assumption	assumption	NOUN
economy-550	71	11	of	of	ADP
economy-550	71	12	a	a	DET
economy-550	71	13	constant	constant	ADJ
economy-550	71	14	slope	slope	NOUN
economy-550	71	15	;	;	PUNCT
economy-550	71	16	ols	ol	NOUN
economy-550	71	17	produced	produce	VERB
economy-550	71	18	a	a	DET
economy-550	71	19	slope	slope	NOUN
economy-550	71	20	estimate	estimate	NOUN
economy-550	71	21	of	of	ADP
economy-550	71	22	approximately	approximately	ADV
economy-550	71	23	10	10	NUM
economy-550	71	24	+	+	SYM
economy-550	71	25	0.6	0.6	NUM
economy-550	71	26	e(q	e(q	ADJ
economy-550	71	27	)	)	PUNCT
economy-550	71	28	=	=	SYM
economy-550	72	1	10	10	NUM
economy-550	72	2	+	+	CCONJ
economy-550	72	3	0.6(53	0.6(53	NOUN
economy-550	72	4	)	)	PUNCT
economy-550	72	5	=	=	SYM
economy-550	72	6	42	42	NUM
economy-550	72	7	.	.	PUNCT
economy-550	73	1	ols	ol	NOUN
economy-550	73	2	is	be	AUX
economy-550	73	3	always	always	ADV
economy-550	73	4	biased	biased	ADJ
economy-550	73	5	when	when	SCONJ
economy-550	73	6	it	it	PRON
economy-550	73	7	assumes	assume	VERB
economy-550	73	8	a	a	DET
economy-550	73	9	constant	constant	ADJ
economy-550	73	10	slope	slope	NOUN
economy-550	73	11	when	when	SCONJ
economy-550	73	12	,	,	PUNCT
economy-550	73	13	in	in	ADP
economy-550	73	14	reality	reality	NOUN
economy-550	73	15	,	,	PUNCT
economy-550	73	16	the	the	DET
economy-550	73	17	slope	slope	NOUN
economy-550	73	18	varies	vary	VERB
economy-550	73	19	.	.	PUNCT
economy-550	74	1	the	the	DET
economy-550	74	2	most	most	ADV
economy-550	74	3	important	important	ADJ
economy-550	74	4	implication	implication	NOUN
economy-550	74	5	from	from	ADP
economy-550	74	6	figure	figure	NOUN
economy-550	74	7	1	1	NUM
economy-550	74	8	is	be	AUX
economy-550	74	9	that	that	SCONJ
economy-550	74	10	the	the	DET
economy-550	74	11	relative	relative	ADJ
economy-550	74	12	vertical	vertical	ADJ
economy-550	74	13	position	position	NOUN
economy-550	74	14	of	of	ADP
economy-550	74	15	different	different	ADJ
economy-550	74	16	observations	observation	NOUN
economy-550	74	17	contains	contain	VERB
economy-550	74	18	information	information	NOUN
economy-550	74	19	about	about	ADP
economy-550	74	20	the	the	DET
economy-550	74	21	combined	combine	VERB
economy-550	74	22	influence	influence	NOUN
economy-550	74	23	of	of	ADP
economy-550	74	24	all	all	DET
economy-550	74	25	omitted	omit	VERB
economy-550	74	26	variables	variable	NOUN
economy-550	74	27	.	.	PUNCT
economy-550	75	1	rtpls4	rtpls4	PROPN
economy-550	75	2	uses	use	VERB
economy-550	75	3	this	this	DET
economy-550	75	4	relative	relative	ADJ
economy-550	75	5	vertical	vertical	ADJ
economy-550	75	6	position	position	NOUN
economy-550	75	7	to	to	PART
economy-550	75	8	solve	solve	VERB
economy-550	75	9	the	the	DET
economy-550	75	10	omitted	omit	VERB
economy-550	75	11	variables	variable	NOUN
economy-550	75	12	problem	problem	NOUN
economy-550	75	13	.	.	PUNCT
economy-550	76	1	furthermore	furthermore	ADV
economy-550	76	2	,	,	PUNCT
economy-550	76	3	using	use	VERB
economy-550	76	4	rtpls4	rtpls4	NOUN
economy-550	76	5	does	do	AUX
economy-550	76	6	not	not	PART
economy-550	76	7	require	require	VERB
economy-550	76	8	that	that	SCONJ
economy-550	76	9	the	the	DET
economy-550	76	10	researcher	researcher	NOUN
economy-550	76	11	find	find	VERB
economy-550	76	12	appropriate	appropriate	ADJ
economy-550	76	13	proxies	proxy	NOUN
economy-550	76	14	for	for	ADP
economy-550	76	15	the	the	DET
economy-550	76	16	omitted	omit	VERB
economy-550	76	17	variables	variable	NOUN
economy-550	76	18	,	,	PUNCT
economy-550	76	19	measure	measure	VERB
economy-550	76	20	the	the	DET
economy-550	76	21	omitted	omit	VERB
economy-550	76	22	variables	variable	NOUN
economy-550	76	23	,	,	PUNCT
economy-550	76	24	or	or	CCONJ
economy-550	76	25	model	model	VERB
economy-550	76	26	how	how	SCONJ
economy-550	76	27	the	the	DET
economy-550	76	28	omitted	omit	VERB
economy-550	76	29	variables	variable	NOUN
economy-550	76	30	affect	affect	VERB
economy-550	76	31	the	the	DET
economy-550	76	32	dependent	dependent	ADJ
economy-550	76	33	variable	variable	NOUN
economy-550	76	34	.	.	PUNCT
economy-550	77	1	indeed	indeed	ADV
economy-550	77	2	,	,	PUNCT
economy-550	77	3	a	a	DET
economy-550	77	4	researcher	researcher	NOUN
economy-550	77	5	can	can	AUX
economy-550	77	6	use	use	VERB
economy-550	77	7	the	the	DET
economy-550	77	8	relative	relative	ADJ
economy-550	77	9	vertical	vertical	ADJ
economy-550	77	10	position	position	NOUN
economy-550	77	11	of	of	ADP
economy-550	77	12	observations	observation	NOUN
economy-550	77	13	to	to	PART
economy-550	77	14	capture	capture	VERB
economy-550	77	15	the	the	DET
economy-550	77	16	combined	combine	VERB
economy-550	77	17	effects	effect	NOUN
economy-550	77	18	of	of	ADP
economy-550	77	19	all	all	DET
economy-550	77	20	omitted	omit	VERB
economy-550	77	21	variables	variable	NOUN
economy-550	77	22	even	even	ADV
economy-550	77	23	when	when	SCONJ
economy-550	77	24	he	he	PRON
economy-550	77	25	can	can	AUX
economy-550	77	26	not	not	PART
economy-550	77	27	name	name	VERB
economy-550	77	28	the	the	DET
economy-550	77	29	important	important	ADJ
economy-550	77	30	omitted	omit	VERB
economy-550	77	31	variables	variable	NOUN
economy-550	77	32	.	.	PUNCT
economy-550	77	33	fig-1	fig-1	X
economy-550	77	34	.	.	PUNCT
economy-550	78	1	the	the	DET
economy-550	78	2	inuttion	inuttion	NOUN
economy-550	78	3	behind	behind	ADP
economy-550	78	4	bd	bd	PROPN
economy-550	78	5	-	-	ADJ
economy-550	78	6	rtpls4	rtpls4	NOUN
economy-550	78	7	rtpls4	rtpls4	NOUN
economy-550	78	8	uses	use	VERB
economy-550	78	9	data	datum	NOUN
economy-550	78	10	envelopment	envelopment	ADJ
economy-550	78	11	analysis	analysis	NOUN
economy-550	78	12	(	(	PUNCT
economy-550	78	13	dea	dea	NOUN
economy-550	78	14	)	)	PUNCT
economy-550	78	15	to	to	PART
economy-550	78	16	draw	draw	VERB
economy-550	78	17	a	a	DET
economy-550	78	18	frontier	frontier	NOUN
economy-550	78	19	through	through	ADP
economy-550	78	20	the	the	DET
economy-550	78	21	top	top	ADJ
economy-550	78	22	data	data	NOUN
economy-550	78	23	points	point	NOUN
economy-550	78	24	in	in	ADP
economy-550	78	25	figure	figure	NOUN
economy-550	78	26	1	1	NUM
economy-550	78	27	.	.	PUNCT
economy-550	79	1	all	all	DET
economy-550	79	2	the	the	DET
economy-550	79	3	data	data	NOUN
economy-550	79	4	is	be	AUX
economy-550	79	5	then	then	ADV
economy-550	79	6	projected	project	VERB
economy-550	79	7	vertically	vertically	ADV
economy-550	79	8	upwards	upwards	ADV
economy-550	79	9	to	to	ADP
economy-550	79	10	this	this	DET
economy-550	79	11	frontier	frontier	NOUN
economy-550	79	12	.	.	PUNCT
economy-550	80	1	since	since	SCONJ
economy-550	80	2	the	the	DET
economy-550	80	3	observations	observation	NOUN
economy-550	80	4	on	on	ADP
economy-550	80	5	the	the	DET
economy-550	80	6	frontier	frontier	NOUN
economy-550	80	7	are	be	AUX
economy-550	80	8	the	the	DET
economy-550	80	9	observations	observation	NOUN
economy-550	80	10	for	for	ADP
economy-550	80	11	which	which	PRON
economy-550	80	12	the	the	DET
economy-550	80	13	omitted	omit	VERB
economy-550	80	14	variables	variable	NOUN
economy-550	80	15	are	be	AUX
economy-550	80	16	most	most	ADV
economy-550	80	17	favorable	favorable	ADJ
economy-550	80	18	(	(	PUNCT
economy-550	80	19	the	the	DET
economy-550	80	20	values	value	NOUN
economy-550	80	21	for	for	ADP
economy-550	80	22	q	q	NOUN
economy-550	80	23	are	be	AUX
economy-550	80	24	at	at	ADP
economy-550	80	25	their	their	PRON
economy-550	80	26	highest	high	ADJ
economy-550	80	27	levels	level	NOUN
economy-550	80	28	along	along	ADP
economy-550	80	29	the	the	DET
economy-550	80	30	economy	economy	NOUN
economy-550	80	31	,	,	PUNCT
economy-550	80	32	2014	2014	NUM
economy-550	80	33	,	,	PUNCT
economy-550	80	34	1(1	1(1	NUM
economy-550	80	35	):	):	PUNCT
economy-550	80	36	20	20	NUM
economy-550	80	37	-	-	SYM
economy-550	80	38	31	31	NUM
economy-550	80	39	23	23	NUM
economy-550	80	40	top	top	ADJ
economy-550	80	41	edge	edge	NOUN
economy-550	80	42	of	of	ADP
economy-550	80	43	figure	figure	NOUN
economy-550	80	44	1	1	NUM
economy-550	80	45	)	)	PUNCT
economy-550	80	46	,	,	PUNCT
economy-550	80	47	this	this	DET
economy-550	80	48	projection	projection	NOUN
economy-550	80	49	makes	make	VERB
economy-550	80	50	every	every	DET
economy-550	80	51	observation	observation	NOUN
economy-550	80	52	correspond	correspond	VERB
economy-550	80	53	to	to	ADP
economy-550	80	54	the	the	DET
economy-550	80	55	most	most	ADV
economy-550	80	56	favorable	favorable	ADJ
economy-550	80	57	omitted	omit	VERB
economy-550	80	58	variables	variable	NOUN
economy-550	80	59	values	value	NOUN
economy-550	80	60	.	.	PUNCT
economy-550	81	1	in	in	ADP
economy-550	81	2	other	other	ADJ
economy-550	81	3	words	word	NOUN
economy-550	81	4	,	,	PUNCT
economy-550	81	5	this	this	DET
economy-550	81	6	projection	projection	NOUN
economy-550	81	7	equalizes	equalize	VERB
economy-550	81	8	the	the	DET
economy-550	81	9	influence	influence	NOUN
economy-550	81	10	of	of	ADP
economy-550	81	11	omitted	omit	VERB
economy-550	81	12	variables	variable	NOUN
economy-550	81	13	to	to	ADP
economy-550	81	14	their	their	PRON
economy-550	81	15	most	most	ADV
economy-550	81	16	favorable	favorable	ADJ
economy-550	81	17	level	level	NOUN
economy-550	81	18	.	.	PUNCT
economy-550	82	1	however	however	ADV
economy-550	82	2	,	,	PUNCT
economy-550	82	3	to	to	ADP
economy-550	82	4	the	the	DET
economy-550	82	5	right	right	NOUN
economy-550	82	6	of	of	ADP
economy-550	82	7	the	the	DET
economy-550	82	8	top	top	ADJ
economy-550	82	9	most	most	ADJ
economy-550	82	10	observation	observation	NOUN
economy-550	82	11	(	(	PUNCT
economy-550	82	12	the	the	DET
economy-550	82	13	94	94	NUM
economy-550	82	14	in	in	ADP
economy-550	82	15	the	the	DET
economy-550	82	16	upper	upper	ADJ
economy-550	82	17	right	right	ADJ
economy-550	82	18	hand	hand	NOUN
economy-550	82	19	corner	corner	NOUN
economy-550	82	20	in	in	ADP
economy-550	82	21	figure	figure	NOUN
economy-550	82	22	1	1	NUM
economy-550	82	23	)	)	PUNCT
economy-550	82	24	,	,	PUNCT
economy-550	82	25	dea	dea	NOUN
economy-550	82	26	draws	draw	VERB
economy-550	82	27	a	a	DET
economy-550	82	28	horizontal	horizontal	ADJ
economy-550	82	29	line	line	NOUN
economy-550	82	30	extending	extend	VERB
economy-550	82	31	to	to	ADP
economy-550	82	32	infinity	infinity	NOUN
economy-550	82	33	.	.	PUNCT
economy-550	83	1	the	the	DET
economy-550	83	2	projection	projection	NOUN
economy-550	83	3	of	of	ADP
economy-550	83	4	all	all	DET
economy-550	83	5	observations	observation	NOUN
economy-550	83	6	vertically	vertically	ADV
economy-550	83	7	upward	upward	ADV
economy-550	83	8	may	may	AUX
economy-550	83	9	result	result	VERB
economy-550	83	10	in	in	ADP
economy-550	83	11	some	some	DET
economy-550	83	12	observations	observation	NOUN
economy-550	83	13	being	be	AUX
economy-550	83	14	projected	project	VERB
economy-550	83	15	to	to	ADP
economy-550	83	16	this	this	DET
economy-550	83	17	horizontal	horizontal	ADJ
economy-550	83	18	section	section	NOUN
economy-550	83	19	.	.	PUNCT
economy-550	84	1	for	for	ADP
economy-550	84	2	example	example	NOUN
economy-550	84	3	,	,	PUNCT
economy-550	84	4	the	the	DET
economy-550	84	5	81	81	NUM
economy-550	84	6	which	which	PRON
economy-550	84	7	is	be	AUX
economy-550	84	8	closest	close	ADJ
economy-550	84	9	to	to	ADP
economy-550	84	10	the	the	DET
economy-550	84	11	upper	upper	ADJ
economy-550	84	12	right	right	ADJ
economy-550	84	13	hand	hand	NOUN
economy-550	84	14	corner	corner	NOUN
economy-550	84	15	of	of	ADP
economy-550	84	16	figure	figure	NOUN
economy-550	84	17	1	1	NUM
economy-550	84	18	would	would	AUX
economy-550	84	19	be	be	AUX
economy-550	84	20	projected	project	VERB
economy-550	84	21	to	to	ADP
economy-550	84	22	a	a	DET
economy-550	84	23	horizontal	horizontal	ADJ
economy-550	84	24	section	section	NOUN
economy-550	84	25	of	of	ADP
economy-550	84	26	the	the	DET
economy-550	84	27	frontier	frontier	NOUN
economy-550	84	28	.	.	PUNCT
economy-550	85	1	because	because	SCONJ
economy-550	85	2	this	this	DET
economy-550	85	3	horizontal	horizontal	ADJ
economy-550	85	4	section	section	NOUN
economy-550	85	5	has	have	VERB
economy-550	85	6	nothing	nothing	PRON
economy-550	85	7	to	to	PART
economy-550	85	8	do	do	VERB
economy-550	85	9	with	with	ADP
economy-550	85	10	the	the	DET
economy-550	85	11	true	true	ADJ
economy-550	85	12	relationship	relationship	NOUN
economy-550	85	13	between	between	ADP
economy-550	85	14	x	x	PROPN
economy-550	85	15	and	and	CCONJ
economy-550	85	16	y	y	PROPN
economy-550	85	17	,	,	PUNCT
economy-550	85	18	it	it	PRON
economy-550	85	19	should	should	AUX
economy-550	85	20	not	not	PART
economy-550	85	21	be	be	AUX
economy-550	85	22	included	include	VERB
economy-550	85	23	when	when	SCONJ
economy-550	85	24	ols	ol	NOUN
economy-550	85	25	is	be	AUX
economy-550	85	26	used	use	VERB
economy-550	85	27	to	to	PART
economy-550	85	28	find	find	VERB
economy-550	85	29	a	a	DET
economy-550	85	30	slope	slope	NOUN
economy-550	85	31	estimate	estimate	NOUN
economy-550	85	32	for	for	ADP
economy-550	85	33	the	the	DET
economy-550	85	34	projected	project	VERB
economy-550	85	35	data	datum	NOUN
economy-550	85	36	.	.	PUNCT
economy-550	86	1	the	the	DET
economy-550	86	2	ols	ols	PROPN
economy-550	86	3	slope	slope	NOUN
economy-550	86	4	estimate	estimate	NOUN
economy-550	86	5	found	find	VERB
economy-550	86	6	for	for	ADP
economy-550	86	7	the	the	DET
economy-550	86	8	projected	project	VERB
economy-550	86	9	data	datum	NOUN
economy-550	86	10	(	(	PUNCT
economy-550	86	11	after	after	ADP
economy-550	86	12	truncating	truncate	VERB
economy-550	86	13	off	off	ADP
economy-550	86	14	any	any	DET
economy-550	86	15	horizontal	horizontal	ADJ
economy-550	86	16	part	part	NOUN
economy-550	86	17	of	of	ADP
economy-550	86	18	the	the	DET
economy-550	86	19	frontier	frontier	NOUN
economy-550	86	20	)	)	PUNCT
economy-550	86	21	is	be	AUX
economy-550	86	22	a	a	DET
economy-550	86	23	slope	slope	NOUN
economy-550	86	24	estimate	estimate	NOUN
economy-550	86	25	for	for	ADP
economy-550	86	26	when	when	SCONJ
economy-550	86	27	q	q	NOUN
economy-550	86	28	is	be	AUX
economy-550	86	29	at	at	ADP
economy-550	86	30	its	its	PRON
economy-550	86	31	most	most	ADV
economy-550	86	32	favorable	favorable	ADJ
economy-550	86	33	level	level	NOUN
economy-550	86	34	.	.	PUNCT
economy-550	87	1	we	we	PRON
economy-550	87	2	call	call	VERB
economy-550	87	3	this	this	DET
economy-550	87	4	slope	slope	NOUN
economy-550	87	5	estimate	estimate	NOUN
economy-550	87	6	the	the	DET
economy-550	87	7	“	"	PUNCT
economy-550	87	8	truncated	truncated	ADJ
economy-550	87	9	projected	project	VERB
economy-550	87	10	least	least	ADJ
economy-550	87	11	squares	square	NOUN
economy-550	87	12	”	"	PUNCT
economy-550	87	13	slope	slope	NOUN
economy-550	87	14	estimate	estimate	NOUN
economy-550	87	15	(	(	PUNCT
economy-550	87	16	tpls	tpls	NOUN
economy-550	87	17	)	)	PUNCT
economy-550	87	18	for	for	ADP
economy-550	87	19	the	the	DET
economy-550	87	20	first	first	ADJ
economy-550	87	21	iteration	iteration	NOUN
economy-550	87	22	.	.	PUNCT
economy-550	88	1	a	a	DET
economy-550	88	2	new	new	ADJ
economy-550	88	3	column	column	NOUN
economy-550	88	4	is	be	AUX
economy-550	88	5	then	then	ADV
economy-550	88	6	added	add	VERB
economy-550	88	7	to	to	ADP
economy-550	88	8	the	the	DET
economy-550	88	9	data	datum	NOUN
economy-550	88	10	and	and	CCONJ
economy-550	88	11	this	this	DET
economy-550	88	12	tpls	tpls	NOUN
economy-550	88	13	slope	slope	NOUN
economy-550	88	14	estimate	estimate	NOUN
economy-550	88	15	is	be	AUX
economy-550	88	16	put	put	VERB
economy-550	88	17	into	into	ADP
economy-550	88	18	that	that	DET
economy-550	88	19	data	datum	NOUN
economy-550	88	20	column	column	NOUN
economy-550	88	21	for	for	ADP
economy-550	88	22	the	the	DET
economy-550	88	23	observations	observation	NOUN
economy-550	88	24	that	that	PRON
economy-550	88	25	did	do	AUX
economy-550	88	26	not	not	PART
economy-550	88	27	need	need	VERB
economy-550	88	28	to	to	PART
economy-550	88	29	be	be	AUX
economy-550	88	30	projected	project	VERB
economy-550	88	31	upwards	upwards	ADV
economy-550	88	32	–	–	PUNCT
economy-550	88	33	i.e.	i.e.	X
economy-550	88	34	the	the	DET
economy-550	88	35	observations	observation	NOUN
economy-550	88	36	through	through	ADP
economy-550	88	37	which	which	PRON
economy-550	88	38	dea	dea	PROPN
economy-550	88	39	drew	draw	VERB
economy-550	88	40	the	the	DET
economy-550	88	41	initial	initial	ADJ
economy-550	88	42	frontier	frontier	NOUN
economy-550	88	43	.	.	PUNCT
economy-550	89	1	the	the	DET
economy-550	89	2	observations	observation	NOUN
economy-550	89	3	that	that	PRON
economy-550	89	4	did	do	AUX
economy-550	89	5	not	not	PART
economy-550	89	6	need	need	VERB
economy-550	89	7	to	to	PART
economy-550	89	8	be	be	AUX
economy-550	89	9	projected	project	VERB
economy-550	89	10	upwards	upwards	ADV
economy-550	89	11	are	be	AUX
economy-550	89	12	then	then	ADV
economy-550	89	13	cut	cut	VERB
economy-550	89	14	from	from	ADP
economy-550	89	15	the	the	DET
economy-550	89	16	original	original	ADJ
economy-550	89	17	data	datum	NOUN
economy-550	89	18	file	file	NOUN
economy-550	89	19	and	and	CCONJ
economy-550	89	20	pasted	paste	VERB
economy-550	89	21	into	into	ADP
economy-550	89	22	a	a	DET
economy-550	89	23	second	second	ADJ
economy-550	89	24	data	data	NOUN
economy-550	89	25	file	file	NOUN
economy-550	89	26	and	and	CCONJ
economy-550	89	27	the	the	DET
economy-550	89	28	procedure	procedure	NOUN
economy-550	89	29	repeated	repeat	VERB
economy-550	89	30	using	use	VERB
economy-550	89	31	the	the	DET
economy-550	89	32	original	original	ADJ
economy-550	89	33	data	data	NOUN
economy-550	89	34	file	file	NOUN
economy-550	89	35	(	(	PUNCT
economy-550	89	36	sans	san	NOUN
economy-550	89	37	all	all	DET
economy-550	89	38	previous	previous	ADJ
economy-550	89	39	iterations	iteration	NOUN
economy-550	89	40	’	'	PUNCT
economy-550	89	41	frontier	frontier	NOUN
economy-550	89	42	observations	observation	NOUN
economy-550	89	43	)	)	PUNCT
economy-550	89	44	.	.	PUNCT
economy-550	90	1	we	we	PRON
economy-550	90	2	reiterate	reiterate	VERB
economy-550	90	3	this	this	DET
economy-550	90	4	process	process	NOUN
economy-550	90	5	,	,	PUNCT
economy-550	90	6	peeling	peel	VERB
economy-550	90	7	the	the	DET
economy-550	90	8	data	datum	NOUN
economy-550	90	9	down	down	ADP
economy-550	90	10	,	,	PUNCT
economy-550	90	11	layer	layer	NOUN
economy-550	90	12	by	by	ADP
economy-550	90	13	layer	layer	NOUN
economy-550	90	14	,	,	PUNCT
economy-550	90	15	from	from	ADP
economy-550	90	16	the	the	DET
economy-550	90	17	top	top	NOUN
economy-550	90	18	of	of	ADP
economy-550	90	19	the	the	DET
economy-550	90	20	data	datum	NOUN
economy-550	90	21	to	to	ADP
economy-550	90	22	the	the	DET
economy-550	90	23	bottom	bottom	NOUN
economy-550	90	24	of	of	ADP
economy-550	90	25	the	the	DET
economy-550	90	26	data	datum	NOUN
economy-550	90	27	.	.	PUNCT
economy-550	91	1	the	the	DET
economy-550	91	2	first	first	ADJ
economy-550	91	3	iteration	iteration	NOUN
economy-550	91	4	of	of	ADP
economy-550	91	5	this	this	DET
economy-550	91	6	process	process	NOUN
economy-550	91	7	produces	produce	VERB
economy-550	91	8	a	a	DET
economy-550	91	9	tpls	tpls	NOUN
economy-550	91	10	slope	slope	NOUN
economy-550	91	11	estimate	estimate	NOUN
economy-550	91	12	for	for	ADP
economy-550	91	13	when	when	SCONJ
economy-550	91	14	omitted	omit	VERB
economy-550	91	15	variables	variable	NOUN
economy-550	91	16	cause	cause	VERB
economy-550	91	17	the	the	DET
economy-550	91	18	dependent	dependent	ADJ
economy-550	91	19	variable	variable	NOUN
economy-550	91	20	,	,	PUNCT
economy-550	91	21	y	y	PROPN
economy-550	91	22	,	,	PUNCT
economy-550	91	23	to	to	PART
economy-550	91	24	be	be	AUX
economy-550	91	25	at	at	ADP
economy-550	91	26	its	its	PRON
economy-550	91	27	highest	high	ADJ
economy-550	91	28	numerical	numerical	ADJ
economy-550	91	29	level	level	NOUN
economy-550	91	30	.	.	PUNCT
economy-550	92	1	the	the	DET
economy-550	92	2	second	second	ADJ
economy-550	92	3	iteration	iteration	NOUN
economy-550	92	4	produces	produce	VERB
economy-550	92	5	a	a	DET
economy-550	92	6	tpls	tpls	NOUN
economy-550	92	7	slope	slope	NOUN
economy-550	92	8	estimate	estimate	NOUN
economy-550	92	9	for	for	ADP
economy-550	92	10	when	when	SCONJ
economy-550	92	11	omitted	omit	VERB
economy-550	92	12	variables	variable	NOUN
economy-550	92	13	cause	cause	VERB
economy-550	92	14	the	the	DET
economy-550	92	15	dependent	dependent	ADJ
economy-550	92	16	variable	variable	NOUN
economy-550	92	17	to	to	PART
economy-550	92	18	be	be	AUX
economy-550	92	19	at	at	ADP
economy-550	92	20	its	its	PRON
economy-550	92	21	second	second	ADJ
economy-550	92	22	highest	high	ADJ
economy-550	92	23	level	level	NOUN
economy-550	92	24	,	,	PUNCT
economy-550	92	25	etc	etc	X
economy-550	92	26	.	.	X
economy-550	92	27	when	when	SCONJ
economy-550	92	28	the	the	DET
economy-550	92	29	regression	regression	NOUN
economy-550	92	30	at	at	ADP
economy-550	92	31	the	the	DET
economy-550	92	32	end	end	NOUN
economy-550	92	33	of	of	ADP
economy-550	92	34	an	an	DET
economy-550	92	35	additional	additional	ADJ
economy-550	92	36	iteration	iteration	NOUN
economy-550	92	37	would	would	AUX
economy-550	92	38	use	use	VERB
economy-550	92	39	fewer	few	ADJ
economy-550	92	40	than	than	ADP
economy-550	92	41	ten	ten	NUM
economy-550	92	42	observations	observation	NOUN
economy-550	92	43	,	,	PUNCT
economy-550	92	44	this	this	DET
economy-550	92	45	process	process	NOUN
economy-550	92	46	is	be	AUX
economy-550	92	47	terminated	terminate	VERB
economy-550	92	48	(	(	PUNCT
economy-550	92	49	the	the	DET
economy-550	92	50	remaining	remain	VERB
economy-550	92	51	observations	observation	NOUN
economy-550	92	52	will	will	AUX
economy-550	92	53	be	be	AUX
economy-550	92	54	located	locate	VERB
economy-550	92	55	at	at	ADP
economy-550	92	56	the	the	DET
economy-550	92	57	bottom	bottom	NOUN
economy-550	92	58	of	of	ADP
economy-550	92	59	the	the	DET
economy-550	92	60	data	datum	NOUN
economy-550	92	61	)	)	PUNCT
economy-550	92	62	.	.	PUNCT
economy-550	93	1	once	once	SCONJ
economy-550	93	2	the	the	DET
economy-550	93	3	data	datum	NOUN
economy-550	93	4	set	set	NOUN
economy-550	93	5	has	have	AUX
economy-550	93	6	been	be	AUX
economy-550	93	7	peeled	peel	VERB
economy-550	93	8	from	from	ADP
economy-550	93	9	the	the	DET
economy-550	93	10	top	top	NOUN
economy-550	93	11	to	to	ADP
economy-550	93	12	the	the	DET
economy-550	93	13	bottom	bottom	NOUN
economy-550	93	14	,	,	PUNCT
economy-550	93	15	we	we	PRON
economy-550	93	16	return	return	VERB
economy-550	93	17	to	to	ADP
economy-550	93	18	the	the	DET
economy-550	93	19	original	original	ADJ
economy-550	93	20	data	datum	NOUN
economy-550	93	21	set	set	VERB
economy-550	93	22	and	and	CCONJ
economy-550	93	23	peel	peel	VERB
economy-550	93	24	it	it	PRON
economy-550	93	25	up	up	ADP
economy-550	93	26	from	from	ADP
economy-550	93	27	the	the	DET
economy-550	93	28	bottom	bottom	NOUN
economy-550	93	29	to	to	ADP
economy-550	93	30	the	the	DET
economy-550	93	31	top	top	NOUN
economy-550	93	32	.	.	PUNCT
economy-550	94	1	when	when	SCONJ
economy-550	94	2	peeling	peel	VERB
economy-550	94	3	up	up	ADP
economy-550	94	4	from	from	ADP
economy-550	94	5	the	the	DET
economy-550	94	6	bottom	bottom	NOUN
economy-550	94	7	,	,	PUNCT
economy-550	94	8	we	we	PRON
economy-550	94	9	project	project	VERB
economy-550	94	10	the	the	DET
economy-550	94	11	data	datum	NOUN
economy-550	94	12	downward	downward	ADV
economy-550	94	13	to	to	ADP
economy-550	94	14	the	the	DET
economy-550	94	15	lower	low	ADJ
economy-550	94	16	boundary	boundary	NOUN
economy-550	94	17	of	of	ADP
economy-550	94	18	the	the	DET
economy-550	94	19	data	datum	NOUN
economy-550	94	20	,	,	PUNCT
economy-550	94	21	we	we	PRON
economy-550	94	22	truncate	truncate	VERB
economy-550	94	23	off	off	ADP
economy-550	94	24	any	any	DET
economy-550	94	25	lower	low	ADJ
economy-550	94	26	left	left	ADJ
economy-550	94	27	horizontal	horizontal	ADJ
economy-550	94	28	region	region	NOUN
economy-550	94	29	,	,	PUNCT
economy-550	94	30	we	we	PRON
economy-550	94	31	run	run	VERB
economy-550	94	32	ols	ol	NOUN
economy-550	94	33	regressions	regression	NOUN
economy-550	94	34	through	through	ADP
economy-550	94	35	the	the	DET
economy-550	94	36	truncated	truncated	ADJ
economy-550	94	37	projected	project	VERB
economy-550	94	38	data	datum	NOUN
economy-550	94	39	,	,	PUNCT
economy-550	94	40	we	we	PRON
economy-550	94	41	cut	cut	VERB
economy-550	94	42	the	the	DET
economy-550	94	43	frontier	frontier	NOUN
economy-550	94	44	observations	observation	NOUN
economy-550	94	45	from	from	ADP
economy-550	94	46	the	the	DET
economy-550	94	47	original	original	ADJ
economy-550	94	48	data	datum	NOUN
economy-550	94	49	set	set	VERB
economy-550	94	50	and	and	CCONJ
economy-550	94	51	paste	paste	VERB
economy-550	94	52	them	they	PRON
economy-550	94	53	(	(	PUNCT
economy-550	94	54	along	along	ADP
economy-550	94	55	with	with	ADP
economy-550	94	56	their	their	PRON
economy-550	94	57	tpls	tpls	NOUN
economy-550	94	58	estimates	estimate	NOUN
economy-550	94	59	)	)	PUNCT
economy-550	94	60	into	into	ADP
economy-550	94	61	the	the	DET
economy-550	94	62	second	second	ADJ
economy-550	94	63	data	datum	NOUN
economy-550	94	64	set	set	VERB
economy-550	94	65	,	,	PUNCT
economy-550	94	66	and	and	CCONJ
economy-550	94	67	we	we	PRON
economy-550	94	68	reiterate	reiterate	VERB
economy-550	94	69	this	this	DET
economy-550	94	70	process	process	NOUN
economy-550	94	71	until	until	SCONJ
economy-550	94	72	there	there	PRON
economy-550	94	73	are	be	VERB
economy-550	94	74	fewer	few	ADJ
economy-550	94	75	than	than	ADP
economy-550	94	76	10	10	NUM
economy-550	94	77	observations	observation	NOUN
economy-550	94	78	remaining	remain	VERB
economy-550	94	79	(	(	PUNCT
economy-550	94	80	the	the	DET
economy-550	94	81	remaining	remain	VERB
economy-550	94	82	observations	observation	NOUN
economy-550	94	83	will	will	AUX
economy-550	94	84	be	be	AUX
economy-550	94	85	at	at	ADP
economy-550	94	86	the	the	DET
economy-550	94	87	top	top	NOUN
economy-550	94	88	of	of	ADP
economy-550	94	89	the	the	DET
economy-550	94	90	original	original	ADJ
economy-550	94	91	data	datum	NOUN
economy-550	94	92	)	)	PUNCT
economy-550	94	93	.	.	PUNCT
economy-550	95	1	by	by	ADP
economy-550	95	2	peeling	peel	VERB
economy-550	95	3	the	the	DET
economy-550	95	4	data	datum	NOUN
economy-550	95	5	both	both	DET
economy-550	95	6	directions	direction	NOUN
economy-550	95	7	–	–	PUNCT
economy-550	95	8	from	from	ADP
economy-550	95	9	bottom	bottom	NOUN
economy-550	95	10	to	to	ADP
economy-550	95	11	top	top	NOUN
economy-550	95	12	and	and	CCONJ
economy-550	95	13	from	from	ADP
economy-550	95	14	top	top	NOUN
economy-550	95	15	to	to	ADP
economy-550	95	16	bottom	bottom	NOUN
economy-550	95	17	–	–	PUNCT
economy-550	95	18	all	all	DET
economy-550	95	19	observations	observation	NOUN
economy-550	95	20	will	will	AUX
economy-550	95	21	have	have	VERB
economy-550	95	22	at	at	ADV
economy-550	95	23	least	least	ADV
economy-550	95	24	one	one	NUM
economy-550	95	25	tpls	tpls	NOUN
economy-550	95	26	estimate	estimate	NOUN
economy-550	95	27	associated	associate	VERB
economy-550	95	28	with	with	ADP
economy-550	95	29	it	it	PRON
economy-550	95	30	and	and	CCONJ
economy-550	95	31	some	some	PRON
economy-550	95	32	(	(	PUNCT
economy-550	95	33	in	in	ADP
economy-550	95	34	the	the	DET
economy-550	95	35	middle	middle	NOUN
economy-550	95	36	of	of	ADP
economy-550	95	37	the	the	DET
economy-550	95	38	data	datum	NOUN
economy-550	95	39	)	)	PUNCT
economy-550	95	40	will	will	AUX
economy-550	95	41	have	have	VERB
economy-550	95	42	two	two	NUM
economy-550	95	43	.	.	PUNCT
economy-550	96	1	all	all	DET
economy-550	96	2	the	the	DET
economy-550	96	3	“	"	PUNCT
economy-550	96	4	peeling	peel	VERB
economy-550	96	5	up	up	ADP
economy-550	96	6	”	"	PUNCT
economy-550	96	7	and	and	CCONJ
economy-550	96	8	“	"	PUNCT
economy-550	96	9	peeling	peel	VERB
economy-550	96	10	down	down	ADP
economy-550	96	11	”	"	PUNCT
economy-550	96	12	tpls	tpls	NOUN
economy-550	96	13	estimates	estimate	NOUN
economy-550	96	14	(	(	PUNCT
economy-550	96	15	with	with	ADP
economy-550	96	16	the	the	DET
economy-550	96	17	corresponding	corresponding	ADJ
economy-550	96	18	original	original	ADJ
economy-550	96	19	data	datum	NOUN
economy-550	96	20	)	)	PUNCT
economy-550	96	21	are	be	AUX
economy-550	96	22	put	put	VERB
economy-550	96	23	into	into	ADP
economy-550	96	24	the	the	DET
economy-550	96	25	second	second	ADJ
economy-550	96	26	data	data	NOUN
economy-550	96	27	file	file	NOUN
economy-550	96	28	.	.	PUNCT
economy-550	97	1	we	we	PRON
economy-550	97	2	then	then	ADV
economy-550	97	3	use	use	VERB
economy-550	97	4	this	this	DET
economy-550	97	5	second	second	ADJ
economy-550	97	6	data	data	NOUN
economy-550	97	7	file	file	NOUN
economy-550	97	8	to	to	PART
economy-550	97	9	run	run	VERB
economy-550	97	10	a	a	DET
economy-550	97	11	final	final	ADJ
economy-550	97	12	regression	regression	NOUN
economy-550	97	13	where	where	SCONJ
economy-550	97	14	these	these	DET
economy-550	97	15	tpls	tpls	NOUN
economy-550	97	16	estimates	estimate	VERB
economy-550	97	17	minus	minus	ADP
economy-550	97	18	y	y	PROPN
economy-550	97	19	/	/	SYM
economy-550	97	20	x	x	NOUN
economy-550	97	21	are	be	AUX
economy-550	97	22	the	the	DET
economy-550	97	23	dependent	dependent	ADJ
economy-550	97	24	variable	variable	NOUN
economy-550	97	25	and	and	CCONJ
economy-550	97	26	1	1	NUM
economy-550	97	27	/	/	SYM
economy-550	97	28	x	x	PUNCT
economy-550	97	29	is	be	AUX
economy-550	97	30	the	the	DET
economy-550	97	31	sole	sole	ADJ
economy-550	97	32	independent	independent	ADJ
economy-550	97	33	variable	variable	NOUN
economy-550	97	34	.	.	PUNCT
economy-550	98	1	the	the	DET
economy-550	98	2	following	follow	VERB
economy-550	98	3	derivation	derivation	NOUN
economy-550	98	4	provides	provide	VERB
economy-550	98	5	the	the	DET
economy-550	98	6	rational	rational	ADJ
economy-550	98	7	for	for	ADP
economy-550	98	8	this	this	DET
economy-550	98	9	final	final	ADJ
economy-550	98	10	regression	regression	NOUN
economy-550	98	11	.	.	PUNCT
economy-550	99	1	y	y	NOUN
economy-550	99	2	=	=	PROPN
economy-550	100	1	α0	α0	PROPN
economy-550	100	2	+	+	CCONJ
economy-550	100	3	α1	α1	PROPN
economy-550	100	4	x	x	SYM
economy-550	100	5	+	+	CCONJ
economy-550	100	6	α2	α2	ADJ
economy-550	100	7	xq	xq	PROPN
economy-550	100	8	(	(	PUNCT
economy-550	100	9	equation	equation	NOUN
economy-550	100	10	3	3	NUM
economy-550	100	11	repeated	repeat	VERB
economy-550	100	12	)	)	PUNCT
economy-550	100	13	(	(	PUNCT
economy-550	100	14	5	5	NUM
economy-550	100	15	)	)	PUNCT
economy-550	100	16	∂y/∂x	∂y/∂x	PUNCT
economy-550	101	1	=	=	SYM
economy-550	101	2	α1	α1	PROPN
economy-550	101	3	+	+	CCONJ
economy-550	101	4	α2q	α2q	X
economy-550	101	5	(	(	PUNCT
economy-550	101	6	derivative	derivative	NOUN
economy-550	101	7	of	of	ADP
economy-550	101	8	equation	equation	NOUN
economy-550	101	9	5	5	NUM
economy-550	101	10	)	)	PUNCT
economy-550	101	11	(	(	PUNCT
economy-550	101	12	6	6	NUM
economy-550	101	13	)	)	PUNCT
economy-550	101	14	y	y	NOUN
economy-550	101	15	/	/	SYM
economy-550	101	16	x	x	SYM
economy-550	102	1	=	=	SYM
economy-550	102	2	α0	α0	ADJ
economy-550	102	3	/	/	SYM
economy-550	102	4	x	x	SYM
economy-550	102	5	+	+	NUM
economy-550	102	6	α1	α1	PROPN
economy-550	102	7	+	+	CCONJ
economy-550	102	8	α2q	α2q	X
economy-550	102	9	(	(	PUNCT
economy-550	102	10	dividing	divide	VERB
economy-550	102	11	equation	equation	NOUN
economy-550	102	12	5	5	NUM
economy-550	102	13	by	by	ADP
economy-550	102	14	x	x	NOUN
economy-550	102	15	)	)	PUNCT
economy-550	102	16	(	(	PUNCT
economy-550	102	17	7	7	X
economy-550	102	18	)	)	PUNCT
economy-550	102	19	α1	α1	PROPN
economy-550	102	20	+	+	CCONJ
economy-550	102	21	α2q	α2q	PROPN
economy-550	102	22	=	=	SYM
economy-550	102	23	y	y	PROPN
economy-550	102	24	/	/	SYM
economy-550	102	25	x	x	PROPN
economy-550	102	26	α0	α0	PROPN
economy-550	102	27	/	/	SYM
economy-550	102	28	x	x	X
economy-550	102	29	(	(	PUNCT
economy-550	102	30	rearranging	rearrange	VERB
economy-550	102	31	equation	equation	NOUN
economy-550	102	32	7	7	NUM
economy-550	102	33	)	)	PUNCT
economy-550	102	34	(	(	PUNCT
economy-550	102	35	8)	8)	NUM
economy-550	102	36	∂y/∂x	∂y/∂x	SYM
economy-550	102	37	=	=	SYM
economy-550	102	38	y	y	PROPN
economy-550	102	39	/	/	SYM
economy-550	102	40	x	x	PROPN
economy-550	102	41	α0	α0	PROPN
economy-550	102	42	/	/	SYM
economy-550	102	43	x	x	X
economy-550	102	44	(	(	PUNCT
economy-550	102	45	from	from	ADP
economy-550	102	46	equations	equation	NOUN
economy-550	102	47	6	6	NUM
economy-550	102	48	and	and	CCONJ
economy-550	102	49	8)	8)	NUM
economy-550	102	50	(	(	PUNCT
economy-550	102	51	9	9	NUM
economy-550	102	52	)	)	PUNCT
economy-550	102	53	∂y/∂x	∂y/∂x	NOUN
economy-550	103	1	y	y	NOUN
economy-550	103	2	/	/	SYM
economy-550	103	3	x	x	SYM
economy-550	103	4	=	=	SYM
economy-550	103	5	α0	α0	ADJ
economy-550	103	6	/	/	SYM
economy-550	103	7	x	x	PROPN
economy-550	103	8	(	(	PUNCT
economy-550	103	9	rearranging	rearrange	VERB
economy-550	103	10	equation	equation	NOUN
economy-550	103	11	9	9	NUM
economy-550	103	12	)	)	PUNCT
economy-550	103	13	(	(	PUNCT
economy-550	103	14	10	10	NUM
economy-550	103	15	)	)	PUNCT
economy-550	103	16	the	the	DET
economy-550	103	17	α0	α0	PROPN
economy-550	103	18	estimated	estimate	VERB
economy-550	103	19	in	in	ADP
economy-550	103	20	this	this	DET
economy-550	103	21	final	final	ADJ
economy-550	103	22	regression	regression	NOUN
economy-550	103	23	and	and	CCONJ
economy-550	103	24	the	the	DET
economy-550	103	25	data	datum	NOUN
economy-550	103	26	for	for	ADP
economy-550	103	27	y	y	PROPN
economy-550	103	28	/	/	SYM
economy-550	103	29	x	x	PROPN
economy-550	103	30	and	and	CCONJ
economy-550	103	31	x	x	PRON
economy-550	103	32	are	be	AUX
economy-550	103	33	plugged	plug	VERB
economy-550	103	34	into	into	ADP
economy-550	103	35	equation	equation	NOUN
economy-550	103	36	9	9	NUM
economy-550	103	37	to	to	PART
economy-550	103	38	produce	produce	VERB
economy-550	103	39	a	a	DET
economy-550	103	40	separate	separate	ADJ
economy-550	103	41	rtpls4	rtpls4	NOUN
economy-550	103	42	slope	slope	NOUN
economy-550	103	43	estimate	estimate	NOUN
economy-550	103	44	for	for	ADP
economy-550	103	45	each	each	DET
economy-550	103	46	observation	observation	NOUN
economy-550	103	47	.	.	PUNCT
economy-550	104	1	alternatively	alternatively	ADV
economy-550	104	2	,	,	PUNCT
economy-550	104	3	generalized	generalized	ADJ
economy-550	104	4	least	least	ADJ
economy-550	104	5	squares	square	NOUN
economy-550	104	6	(	(	PUNCT
economy-550	104	7	gls	gls	PROPN
economy-550	104	8	)	)	PUNCT
economy-550	104	9	could	could	AUX
economy-550	104	10	be	be	AUX
economy-550	104	11	used	use	VERB
economy-550	104	12	to	to	PART
economy-550	104	13	estimate	estimate	VERB
economy-550	104	14	α0	α0	ADJ
economy-550	104	15	from	from	ADP
economy-550	104	16	equation	equation	NOUN
economy-550	104	17	(	(	PUNCT
economy-550	104	18	1	1	NUM
economy-550	104	19	)	)	PUNCT
economy-550	104	20	and	and	CCONJ
economy-550	104	21	the	the	DET
economy-550	104	22	resulting	result	VERB
economy-550	104	23	α0	α0	PROPN
economy-550	104	24	along	along	ADP
economy-550	104	25	with	with	ADP
economy-550	104	26	data	datum	NOUN
economy-550	104	27	on	on	ADP
economy-550	104	28	y	y	PROPN
economy-550	104	29	/	/	SYM
economy-550	104	30	x	x	PROPN
economy-550	104	31	and	and	CCONJ
economy-550	104	32	x	x	PRON
economy-550	104	33	could	could	AUX
economy-550	104	34	be	be	AUX
economy-550	104	35	plugged	plug	VERB
economy-550	104	36	into	into	ADP
economy-550	104	37	equation	equation	NOUN
economy-550	104	38	(	(	PUNCT
economy-550	104	39	9	9	NUM
economy-550	104	40	)	)	PUNCT
economy-550	104	41	;	;	PUNCT
economy-550	104	42	inoue	inoue	PROPN
economy-550	104	43	et	et	PROPN
economy-550	104	44	al	al	PROPN
economy-550	104	45	.	.	PROPN
economy-550	105	1	(	(	PUNCT
economy-550	105	2	2014	2014	NUM
economy-550	105	3	)	)	PUNCT
economy-550	105	4	name	name	NOUN
economy-550	105	5	this	this	DET
economy-550	105	6	alternative	alternative	ADJ
economy-550	105	7	approach	approach	NOUN
economy-550	105	8	“	"	PUNCT
economy-550	105	9	variable	variable	ADJ
economy-550	105	10	slope	slope	NOUN
economy-550	105	11	generalized	generalized	ADJ
economy-550	105	12	least	least	ADJ
economy-550	105	13	squares	square	NOUN
economy-550	105	14	”	"	PUNCT
economy-550	105	15	(	(	PUNCT
economy-550	105	16	vsgls	vsgls	NOUN
economy-550	105	17	)	)	PUNCT
economy-550	105	18	.	.	PUNCT
economy-550	106	1	theoretically	theoretically	ADV
economy-550	106	2	vsgls	vsgls	NOUN
economy-550	106	3	produces	produce	VERB
economy-550	106	4	the	the	DET
economy-550	106	5	best	good	ADJ
economy-550	106	6	linear	linear	ADJ
economy-550	106	7	unbiased	unbiased	ADJ
economy-550	106	8	estimate	estimate	NOUN
economy-550	106	9	(	(	PUNCT
economy-550	106	10	blue	blue	NOUN
economy-550	106	11	)	)	PUNCT
economy-550	106	12	for	for	ADP
economy-550	106	13	α0	α0	ADJ
economy-550	106	14	because	because	SCONJ
economy-550	106	15	equation	equation	NOUN
economy-550	106	16	(	(	PUNCT
economy-550	106	17	1	1	X
economy-550	106	18	)	)	PUNCT
economy-550	106	19	has	have	VERB
economy-550	106	20	heteroscedastic	heteroscedastic	ADJ
economy-550	106	21	error	error	NOUN
economy-550	106	22	(	(	PUNCT
economy-550	106	23	aitken	aitken	PROPN
economy-550	106	24	,	,	PUNCT
economy-550	106	25	1935	1935	NUM
economy-550	106	26	)	)	PUNCT
economy-550	106	27	;	;	PUNCT
economy-550	106	28	however	however	SCONJ
economy-550	106	29	simulations	simulation	NOUN
economy-550	106	30	show	show	VERB
economy-550	106	31	that	that	SCONJ
economy-550	106	32	vsgls	vsgls	NOUN
economy-550	106	33	produces	produce	VERB
economy-550	106	34	between	between	ADP
economy-550	106	35	twice	twice	ADJ
economy-550	106	36	and	and	CCONJ
economy-550	106	37	three	three	NUM
economy-550	106	38	times	time	NOUN
economy-550	106	39	the	the	DET
economy-550	106	40	error	error	NOUN
economy-550	106	41	of	of	ADP
economy-550	106	42	rtpls4	rtpls4	NOUN
economy-550	106	43	when	when	SCONJ
economy-550	106	44	sample	sample	NOUN
economy-550	106	45	sizes	size	NOUN
economy-550	106	46	of	of	ADP
economy-550	106	47	250	250	NUM
economy-550	106	48	observations	observation	NOUN
economy-550	106	49	are	be	AUX
economy-550	106	50	used	use	VERB
economy-550	106	51	and	and	CCONJ
economy-550	106	52	all	all	DET
economy-550	106	53	error	error	NOUN
economy-550	106	54	is	be	AUX
economy-550	106	55	due	due	ADJ
economy-550	106	56	to	to	ADP
economy-550	106	57	omitted	omit	VERB
economy-550	106	58	variables	variable	NOUN
economy-550	106	59	.	.	PUNCT
economy-550	107	1	thus	thus	ADV
economy-550	107	2	,	,	PUNCT
economy-550	107	3	under	under	ADP
economy-550	107	4	these	these	DET
economy-550	107	5	conditions	condition	NOUN
economy-550	107	6	,	,	PUNCT
economy-550	107	7	rtpls4	rtpls4	NOUN
economy-550	107	8	is	be	AUX
economy-550	107	9	“	"	PUNCT
economy-550	107	10	better	well	ADJ
economy-550	107	11	than	than	ADP
economy-550	107	12	blue	blue	ADJ
economy-550	107	13	.	.	PUNCT
economy-550	107	14	”	"	PUNCT
economy-550	108	1	however	however	ADV
economy-550	108	2	,	,	PUNCT
economy-550	108	3	when	when	SCONJ
economy-550	108	4	random	random	ADJ
economy-550	108	5	error	error	NOUN
economy-550	108	6	is	be	AUX
economy-550	108	7	added	add	VERB
economy-550	108	8	,	,	PUNCT
economy-550	108	9	rtpls4	rtpls4	NOUN
economy-550	108	10	and	and	CCONJ
economy-550	108	11	vsgls	vsgls	NOUN
economy-550	108	12	perform	perform	VERB
economy-550	108	13	equally	equally	ADV
economy-550	108	14	well	well	ADV
economy-550	108	15	(	(	PUNCT
economy-550	108	16	inoue	inoue	PROPN
economy-550	108	17	et	et	PROPN
economy-550	108	18	al	al	PROPN
economy-550	108	19	.	.	PROPN
economy-550	108	20	,	,	PUNCT
economy-550	108	21	2014	2014	NUM
economy-550	108	22	)	)	PUNCT
economy-550	108	23	.	.	PUNCT
economy-550	109	1	figure	figure	NOUN
economy-550	109	2	1	1	NUM
economy-550	109	3	can	can	AUX
economy-550	109	4	be	be	AUX
economy-550	109	5	used	use	VERB
economy-550	109	6	to	to	PART
economy-550	109	7	better	well	ADV
economy-550	109	8	explain	explain	VERB
economy-550	109	9	the	the	DET
economy-550	109	10	role	role	NOUN
economy-550	109	11	of	of	ADP
economy-550	109	12	the	the	DET
economy-550	109	13	final	final	ADJ
economy-550	109	14	regression	regression	NOUN
economy-550	109	15	in	in	ADP
economy-550	109	16	the	the	DET
economy-550	109	17	rtpls4	rtpls4	NOUN
economy-550	109	18	process	process	NOUN
economy-550	109	19	.	.	PUNCT
economy-550	110	1	if	if	SCONJ
economy-550	110	2	all	all	DET
economy-550	110	3	the	the	DET
economy-550	110	4	upper	upper	ADJ
economy-550	110	5	frontier	frontier	NOUN
economy-550	110	6	observations	observation	NOUN
economy-550	110	7	had	have	VERB
economy-550	110	8	the	the	DET
economy-550	110	9	exact	exact	ADJ
economy-550	110	10	same	same	ADJ
economy-550	110	11	omitted	omit	VERB
economy-550	110	12	variable	variable	ADJ
economy-550	110	13	values	value	NOUN
economy-550	110	14	(	(	PUNCT
economy-550	110	15	perhaps	perhaps	ADV
economy-550	110	16	97	97	NUM
economy-550	110	17	)	)	PUNCT
economy-550	110	18	,	,	PUNCT
economy-550	110	19	then	then	ADV
economy-550	110	20	the	the	DET
economy-550	110	21	resulting	result	VERB
economy-550	110	22	tpls	tpls	NOUN
economy-550	110	23	estimate	estimate	NOUN
economy-550	110	24	would	would	AUX
economy-550	110	25	be	be	AUX
economy-550	110	26	exactly	exactly	ADV
economy-550	110	27	equivalent	equivalent	ADJ
economy-550	110	28	to	to	ADP
economy-550	110	29	the	the	DET
economy-550	110	30	true	true	ADJ
economy-550	110	31	slope	slope	NOUN
economy-550	110	32	for	for	ADP
economy-550	110	33	the	the	DET
economy-550	110	34	frontier	frontier	NOUN
economy-550	110	35	observations	observation	NOUN
economy-550	110	36	.	.	PUNCT
economy-550	111	1	however	however	ADV
economy-550	111	2	,	,	PUNCT
economy-550	111	3	figure	figure	NOUN
economy-550	111	4	1	1	NUM
economy-550	111	5	shows	show	VERB
economy-550	111	6	that	that	SCONJ
economy-550	111	7	the	the	DET
economy-550	111	8	observations	observation	NOUN
economy-550	111	9	on	on	ADP
economy-550	111	10	the	the	DET
economy-550	111	11	upper	upper	ADJ
economy-550	111	12	frontier	frontier	NOUN
economy-550	111	13	were	be	AUX
economy-550	111	14	associated	associate	VERB
economy-550	111	15	with	with	ADP
economy-550	111	16	omitted	omit	VERB
economy-550	111	17	variable	variable	ADJ
economy-550	111	18	values	value	NOUN
economy-550	111	19	of	of	ADP
economy-550	111	20	91	91	NUM
economy-550	111	21	,	,	PUNCT
economy-550	111	22	96	96	NUM
economy-550	111	23	,	,	PUNCT
economy-550	111	24	98	98	NUM
economy-550	111	25	,	,	PUNCT
economy-550	111	26	98	98	NUM
economy-550	111	27	,	,	PUNCT
economy-550	111	28	98	98	NUM
economy-550	111	29	,	,	PUNCT
economy-550	111	30	96	96	NUM
economy-550	111	31	,	,	PUNCT
economy-550	111	32	95	95	NUM
economy-550	111	33	,	,	PUNCT
economy-550	111	34	and	and	CCONJ
economy-550	111	35	94	94	NUM
economy-550	111	36	.	.	PUNCT
economy-550	112	1	the	the	DET
economy-550	112	2	resulting	result	VERB
economy-550	112	3	tpls	tpls	NOUN
economy-550	112	4	slope	slope	NOUN
economy-550	112	5	estimate	estimate	NOUN
economy-550	112	6	would	would	AUX
economy-550	112	7	perfectly	perfectly	ADV
economy-550	112	8	fit	fit	VERB
economy-550	112	9	a	a	DET
economy-550	112	10	q	q	NOUN
economy-550	112	11	value	value	NOUN
economy-550	112	12	of	of	ADP
economy-550	112	13	approximately	approximately	ADV
economy-550	112	14	96	96	NUM
economy-550	112	15	(	(	PUNCT
economy-550	112	16	the	the	DET
economy-550	112	17	mean	mean	NOUN
economy-550	112	18	of	of	ADP
economy-550	112	19	91	91	NUM
economy-550	112	20	,	,	PUNCT
economy-550	112	21	96	96	NUM
economy-550	112	22	,	,	PUNCT
economy-550	112	23	98	98	NUM
economy-550	112	24	,	,	PUNCT
economy-550	112	25	98	98	NUM
economy-550	112	26	,	,	PUNCT
economy-550	112	27	98	98	NUM
economy-550	112	28	,	,	PUNCT
economy-550	112	29	96	96	NUM
economy-550	112	30	,	,	PUNCT
economy-550	112	31	95	95	NUM
economy-550	112	32	,	,	PUNCT
economy-550	112	33	and	and	CCONJ
economy-550	112	34	94	94	NUM
economy-550	112	35	)	)	PUNCT
economy-550	112	36	.	.	PUNCT
economy-550	113	1	when	when	SCONJ
economy-550	113	2	a	a	DET
economy-550	113	3	tpls	tpls	NOUN
economy-550	113	4	estimate	estimate	NOUN
economy-550	113	5	for	for	ADP
economy-550	113	6	a	a	DET
economy-550	113	7	q	q	NOUN
economy-550	113	8	of	of	ADP
economy-550	113	9	96	96	NUM
economy-550	113	10	is	be	AUX
economy-550	113	11	associated	associate	VERB
economy-550	113	12	with	with	ADP
economy-550	113	13	qs	qs	PROPN
economy-550	113	14	of	of	ADP
economy-550	113	15	91	91	NUM
economy-550	113	16	,	,	PUNCT
economy-550	113	17	96	96	NUM
economy-550	113	18	,	,	PUNCT
economy-550	113	19	98	98	NUM
economy-550	113	20	,	,	PUNCT
economy-550	113	21	98	98	NUM
economy-550	113	22	,	,	PUNCT
economy-550	113	23	98	98	NUM
economy-550	113	24	,	,	PUNCT
economy-550	113	25	96	96	NUM
economy-550	113	26	,	,	PUNCT
economy-550	113	27	95	95	NUM
economy-550	113	28	,	,	PUNCT
economy-550	113	29	and	and	CCONJ
economy-550	113	30	94	94	NUM
economy-550	113	31	,	,	PUNCT
economy-550	113	32	some	some	DET
economy-550	113	33	random	random	ADJ
economy-550	113	34	variation	variation	NOUN
economy-550	113	35	(	(	PUNCT
economy-550	113	36	both	both	CCONJ
economy-550	113	37	positive	positive	ADJ
economy-550	113	38	and	and	CCONJ
economy-550	113	39	negative	negative	ADJ
economy-550	113	40	variation	variation	NOUN
economy-550	113	41	)	)	PUNCT
economy-550	113	42	remains	remain	VERB
economy-550	113	43	.	.	PUNCT
economy-550	114	1	by	by	ADP
economy-550	114	2	stacking	stack	VERB
economy-550	114	3	the	the	DET
economy-550	114	4	results	result	NOUN
economy-550	114	5	from	from	ADP
economy-550	114	6	all	all	DET
economy-550	114	7	iterations	iteration	NOUN
economy-550	114	8	when	when	SCONJ
economy-550	114	9	peeling	peel	VERB
economy-550	114	10	down	down	ADV
economy-550	114	11	and	and	CCONJ
economy-550	114	12	up	up	ADV
economy-550	114	13	,	,	PUNCT
economy-550	114	14	and	and	CCONJ
economy-550	114	15	then	then	ADV
economy-550	114	16	conducting	conduct	VERB
economy-550	114	17	this	this	DET
economy-550	114	18	final	final	ADJ
economy-550	114	19	regression	regression	NOUN
economy-550	114	20	,	,	PUNCT
economy-550	114	21	this	this	DET
economy-550	114	22	random	random	ADJ
economy-550	114	23	variation	variation	NOUN
economy-550	114	24	is	be	AUX
economy-550	114	25	eliminated	eliminate	VERB
economy-550	114	26	.	.	PUNCT
economy-550	115	1	realize	realize	VERB
economy-550	115	2	that	that	SCONJ
economy-550	115	3	y	y	PROPN
economy-550	115	4	is	be	AUX
economy-550	115	5	co	co	ADJ
economy-550	115	6	-	-	VERB
economy-550	115	7	determined	determine	VERB
economy-550	115	8	by	by	ADP
economy-550	115	9	x	x	X
economy-550	115	10	and	and	CCONJ
economy-550	115	11	q.	q.	PROPN
economy-550	115	12	thus	thus	ADV
economy-550	115	13	the	the	DET
economy-550	115	14	combination	combination	NOUN
economy-550	115	15	of	of	ADP
economy-550	115	16	x	x	PUNCT
economy-550	115	17	and	and	CCONJ
economy-550	115	18	y	y	PROPN
economy-550	115	19	should	should	AUX
economy-550	115	20	contain	contain	VERB
economy-550	115	21	information	information	NOUN
economy-550	115	22	about	about	ADP
economy-550	115	23	q.	q.	NOUN
economy-550	115	24	this	this	DET
economy-550	115	25	final	final	ADJ
economy-550	115	26	regression	regression	NOUN
economy-550	115	27	exploits	exploit	VERB
economy-550	115	28	this	this	DET
economy-550	115	29	insight	insight	NOUN
economy-550	115	30	in	in	ADP
economy-550	115	31	order	order	NOUN
economy-550	115	32	to	to	PART
economy-550	115	33	better	well	ADV
economy-550	115	34	capture	capture	VERB
economy-550	115	35	the	the	DET
economy-550	115	36	influence	influence	NOUN
economy-550	115	37	of	of	ADP
economy-550	115	38	q.	q.	PROPN
economy-550	115	39	rtpls4	rtpls4	PROPN
economy-550	115	40	generates	generate	VERB
economy-550	115	41	reduced	reduce	VERB
economy-550	115	42	form	form	NOUN
economy-550	115	43	estimates	estimate	NOUN
economy-550	115	44	that	that	PRON
economy-550	115	45	include	include	VERB
economy-550	115	46	all	all	DET
economy-550	115	47	the	the	DET
economy-550	115	48	ways	way	NOUN
economy-550	115	49	that	that	PRON
economy-550	115	50	x	x	PRON
economy-550	115	51	and	and	CCONJ
economy-550	115	52	y	y	PROPN
economy-550	115	53	are	be	AUX
economy-550	115	54	correlated	correlate	VERB
economy-550	115	55	.	.	PUNCT
economy-550	116	1	thus	thus	ADV
economy-550	116	2	,	,	PUNCT
economy-550	116	3	even	even	ADV
economy-550	116	4	when	when	SCONJ
economy-550	116	5	many	many	ADJ
economy-550	116	6	variables	variable	NOUN
economy-550	116	7	interact	interact	VERB
economy-550	116	8	via	via	ADP
economy-550	116	9	a	a	DET
economy-550	116	10	system	system	NOUN
economy-550	116	11	of	of	ADP
economy-550	116	12	equations	equation	NOUN
economy-550	116	13	,	,	PUNCT
economy-550	116	14	a	a	DET
economy-550	116	15	researcher	researcher	NOUN
economy-550	116	16	using	use	VERB
economy-550	116	17	rtpls4	rtpls4	NOUN
economy-550	116	18	does	do	AUX
economy-550	116	19	not	not	PART
economy-550	116	20	have	have	VERB
economy-550	116	21	to	to	PART
economy-550	116	22	discover	discover	VERB
economy-550	116	23	and	and	CCONJ
economy-550	116	24	justify	justify	VERB
economy-550	116	25	that	that	DET
economy-550	116	26	system	system	NOUN
economy-550	116	27	of	of	ADP
economy-550	116	28	equations	equation	NOUN
economy-550	116	29	.	.	PUNCT
economy-550	117	1	in	in	ADP
economy-550	117	2	contrast	contrast	NOUN
economy-550	117	3	,	,	PUNCT
economy-550	117	4	traditional	traditional	ADJ
economy-550	117	5	regression	regression	NOUN
economy-550	117	6	analysis	analysis	NOUN
economy-550	117	7	theoretically	theoretically	ADV
economy-550	117	8	must	must	AUX
economy-550	117	9	include	include	VERB
economy-550	117	10	all	all	DET
economy-550	117	11	relevant	relevant	ADJ
economy-550	117	12	variables	variable	NOUN
economy-550	117	13	in	in	ADP
economy-550	117	14	the	the	DET
economy-550	117	15	estimation	estimation	NOUN
economy-550	117	16	and	and	CCONJ
economy-550	117	17	the	the	DET
economy-550	117	18	resulting	result	VERB
economy-550	117	19	slope	slope	NOUN
economy-550	117	20	estimate	estimate	NOUN
economy-550	117	21	for	for	ADP
economy-550	117	22	∂y/∂x	∂y/∂x	PROPN
economy-550	117	23	is	be	AUX
economy-550	117	24	for	for	ADP
economy-550	117	25	the	the	DET
economy-550	117	26	effects	effect	NOUN
economy-550	117	27	of	of	ADP
economy-550	117	28	just	just	ADV
economy-550	117	29	x	x	X
economy-550	117	30	–	–	PUNCT
economy-550	117	31	holding	hold	VERB
economy-550	117	32	all	all	DET
economy-550	117	33	other	other	ADJ
economy-550	117	34	variables	variable	NOUN
economy-550	117	35	constant	constant	ADJ
economy-550	117	36	.	.	PUNCT
economy-550	118	1	rtpls4	rtpls4	PROPN
economy-550	118	2	’s	’s	PART
economy-550	118	3	reduced	reduce	VERB
economy-550	118	4	form	form	NOUN
economy-550	118	5	estimates	estimate	NOUN
economy-550	118	6	are	be	AUX
economy-550	118	7	not	not	PART
economy-550	118	8	substitutes	substitute	NOUN
economy-550	118	9	for	for	ADP
economy-550	118	10	traditional	traditional	ADJ
economy-550	118	11	regression	regression	NOUN
economy-550	118	12	analysis	analysis	NOUN
economy-550	118	13	’	'	PUNCT
economy-550	118	14	partial	partial	ADJ
economy-550	118	15	derivative	derivative	ADJ
economy-550	118	16	estimates	estimate	NOUN
economy-550	118	17	.	.	PUNCT
economy-550	119	1	instead	instead	ADV
economy-550	119	2	traditional	traditional	ADJ
economy-550	119	3	regression	regression	NOUN
economy-550	119	4	analysis	analysis	NOUN
economy-550	119	5	and	and	CCONJ
economy-550	119	6	rtpls4	rtpls4	NOUN
economy-550	119	7	are	be	AUX
economy-550	119	8	compliments	compliment	NOUN
economy-550	119	9	that	that	PRON
economy-550	119	10	capture	capture	VERB
economy-550	119	11	different	different	ADJ
economy-550	119	12	types	type	NOUN
economy-550	119	13	of	of	ADP
economy-550	119	14	relationships	relationship	NOUN
economy-550	119	15	.	.	PUNCT
economy-550	120	1	one	one	NUM
economy-550	120	2	disadvantage	disadvantage	NOUN
economy-550	120	3	of	of	ADP
economy-550	120	4	rtpls4	rtpls4	NOUN
economy-550	120	5	is	be	AUX
economy-550	120	6	that	that	SCONJ
economy-550	120	7	it	it	PRON
economy-550	120	8	can	can	AUX
economy-550	120	9	not	not	PART
economy-550	120	10	determine	determine	VERB
economy-550	120	11	the	the	DET
economy-550	120	12	mechanism	mechanism	NOUN
economy-550	120	13	by	by	ADP
economy-550	120	14	which	which	PRON
economy-550	120	15	the	the	DET
economy-550	120	16	independent	independent	ADJ
economy-550	120	17	variable	variable	NOUN
economy-550	120	18	affects	affect	VERB
economy-550	120	19	the	the	DET
economy-550	120	20	dependent	dependent	ADJ
economy-550	120	21	variable	variable	NOUN
economy-550	120	22	.	.	PUNCT
economy-550	121	1	on	on	ADP
economy-550	121	2	the	the	DET
economy-550	121	3	other	other	ADJ
economy-550	121	4	hand	hand	NOUN
economy-550	121	5	,	,	PUNCT
economy-550	121	6	rtpls4	rtpls4	NOUN
economy-550	121	7	has	have	VERB
economy-550	121	8	the	the	DET
economy-550	121	9	significant	significant	ADJ
economy-550	121	10	advantage	advantage	NOUN
economy-550	121	11	of	of	ADP
economy-550	121	12	not	not	PART
economy-550	121	13	having	have	VERB
economy-550	121	14	to	to	PART
economy-550	121	15	model	model	VERB
economy-550	121	16	and	and	CCONJ
economy-550	121	17	find	find	VERB
economy-550	121	18	data	datum	NOUN
economy-550	121	19	for	for	ADP
economy-550	121	20	all	all	DET
economy-550	121	21	the	the	DET
economy-550	121	22	forces	force	NOUN
economy-550	121	23	that	that	PRON
economy-550	121	24	can	can	AUX
economy-550	121	25	affect	affect	VERB
economy-550	121	26	y	y	PRON
economy-550	121	27	in	in	ADP
economy-550	121	28	order	order	NOUN
economy-550	121	29	to	to	PART
economy-550	121	30	estimate	estimate	VERB
economy-550	121	31	dy	dy	NOUN
economy-550	121	32	/	/	SYM
economy-550	121	33	dx	dx	PROPN
economy-550	121	34	.	.	PUNCT
economy-550	122	1	both	both	PRON
economy-550	122	2	rtpls4	rtpls4	NOUN
economy-550	122	3	and	and	CCONJ
economy-550	122	4	standard	standard	ADJ
economy-550	122	5	regression	regression	NOUN
economy-550	122	6	techniques	technique	NOUN
economy-550	122	7	estimate	estimate	VERB
economy-550	122	8	“	"	PUNCT
economy-550	122	9	correlations	correlation	NOUN
economy-550	122	10	.	.	PUNCT
economy-550	122	11	”	"	PUNCT
economy-550	123	1	neither	neither	DET
economy-550	123	2	one	one	NUM
economy-550	123	3	of	of	ADP
economy-550	123	4	them	they	PRON
economy-550	123	5	prove	prove	VERB
economy-550	123	6	“	"	PUNCT
economy-550	123	7	causation	causation	NOUN
economy-550	123	8	.	.	PUNCT
economy-550	123	9	”	"	PUNCT
economy-550	124	1	we	we	PRON
economy-550	124	2	created	create	VERB
economy-550	124	3	confidence	confidence	NOUN
economy-550	124	4	intervals	interval	NOUN
economy-550	124	5	for	for	ADP
economy-550	124	6	each	each	DET
economy-550	124	7	rtpls4	rtpls4	NOUN
economy-550	124	8	estimate	estimate	NOUN
economy-550	124	9	by	by	ADP
economy-550	124	10	grouping	group	VERB
economy-550	124	11	the	the	DET
economy-550	124	12	estimate	estimate	NOUN
economy-550	124	13	with	with	ADP
economy-550	124	14	the	the	DET
economy-550	124	15	2	2	NUM
economy-550	124	16	estimates	estimate	NOUN
economy-550	124	17	before	before	ADV
economy-550	124	18	and	and	CCONJ
economy-550	124	19	after	after	ADP
economy-550	124	20	it	it	PRON
economy-550	124	21	and	and	CCONJ
economy-550	124	22	then	then	ADV
economy-550	124	23	using	use	VERB
economy-550	124	24	equation	equation	NOUN
economy-550	124	25	(	(	PUNCT
economy-550	124	26	11	11	NUM
economy-550	124	27	)	)	PUNCT
economy-550	124	28	,	,	PUNCT
economy-550	124	29	which	which	PRON
economy-550	124	30	is	be	AUX
economy-550	124	31	based	base	VERB
economy-550	124	32	on	on	ADP
economy-550	124	33	the	the	DET
economy-550	124	34	central	central	ADJ
economy-550	124	35	limit	limit	NOUN
economy-550	124	36	theorem	theorem	VERB
economy-550	124	37	.	.	PUNCT
economy-550	124	38	economy	economy	NOUN
economy-550	124	39	,	,	PUNCT
economy-550	124	40	2014	2014	NUM
economy-550	124	41	,	,	PUNCT
economy-550	124	42	1(1	1(1	NUM
economy-550	124	43	):	):	PUNCT
economy-550	124	44	20	20	NUM
economy-550	124	45	-	-	SYM
economy-550	124	46	31	31	NUM
economy-550	124	47	24	24	NUM
economy-550	124	48	99	99	NUM
economy-550	124	49	%	%	NOUN
economy-550	124	50	confidence	confidence	NOUN
economy-550	124	51	interval	interval	NOUN
economy-550	125	1	=	=	PUNCT
economy-550	125	2	mean	mean	VERB
economy-550	125	3	+	+	CCONJ
economy-550	125	4	(	(	PUNCT
economy-550	125	5	s/√n)tn-1	s/√n)tn-1	NOUN
economy-550	125	6	,	,	PUNCT
economy-550	125	7	α/2	α/2	NUM
economy-550	125	8	(	(	PUNCT
economy-550	125	9	11	11	NUM
economy-550	125	10	)	)	PUNCT
economy-550	125	11	in	in	ADP
economy-550	125	12	equation	equation	NOUN
economy-550	125	13	(	(	PUNCT
economy-550	125	14	11	11	NUM
economy-550	125	15	)	)	PUNCT
economy-550	125	16	,	,	PUNCT
economy-550	125	17	“	"	PUNCT
economy-550	125	18	s	s	X
economy-550	125	19	”	"	PUNCT
economy-550	125	20	is	be	AUX
economy-550	125	21	the	the	DET
economy-550	125	22	standard	standard	ADJ
economy-550	125	23	deviation	deviation	NOUN
economy-550	125	24	,	,	PUNCT
economy-550	125	25	“	"	PUNCT
economy-550	125	26	n	n	CCONJ
economy-550	125	27	”	"	PUNCT
economy-550	125	28	is	be	AUX
economy-550	125	29	the	the	DET
economy-550	125	30	number	number	NOUN
economy-550	125	31	of	of	ADP
economy-550	125	32	observations	observation	NOUN
economy-550	125	33	which	which	PRON
economy-550	125	34	is	be	AUX
economy-550	125	35	5	5	NUM
economy-550	125	36	,	,	PUNCT
economy-550	125	37	and	and	CCONJ
economy-550	125	38	tn-1	tn-1	ADP
economy-550	125	39	,	,	PUNCT
economy-550	125	40	α/2	α/2	NUM
economy-550	125	41	is	be	AUX
economy-550	125	42	4.032	4.032	NUM
economy-550	125	43	as	as	ADV
economy-550	125	44	taken	take	VERB
economy-550	125	45	off	off	ADP
economy-550	125	46	the	the	DET
economy-550	125	47	standard	standard	ADJ
economy-550	125	48	t	t	NOUN
economy-550	125	49	table	table	NOUN
economy-550	125	50	.	.	PUNCT
economy-550	126	1	by	by	ADP
economy-550	126	2	always	always	ADV
economy-550	126	3	considering	consider	VERB
economy-550	126	4	a	a	DET
economy-550	126	5	given	give	VERB
economy-550	126	6	estimate	estimate	NOUN
economy-550	126	7	and	and	CCONJ
economy-550	126	8	the	the	DET
economy-550	126	9	2	2	NUM
economy-550	126	10	estimates	estimate	NOUN
economy-550	126	11	before	before	ADV
economy-550	126	12	and	and	CCONJ
economy-550	126	13	after	after	ADP
economy-550	126	14	it	it	PRON
economy-550	126	15	,	,	PUNCT
economy-550	126	16	we	we	PRON
economy-550	126	17	created	create	VERB
economy-550	126	18	a	a	DET
economy-550	126	19	moving	move	VERB
economy-550	126	20	confidence	confidence	NOUN
economy-550	126	21	interval	interval	NOUN
economy-550	126	22	(	(	PUNCT
economy-550	126	23	much	much	ADV
economy-550	126	24	like	like	ADP
economy-550	126	25	a	a	DET
economy-550	126	26	moving	move	VERB
economy-550	126	27	average	average	NOUN
economy-550	126	28	)	)	PUNCT
economy-550	126	29	for	for	ADP
economy-550	126	30	a	a	DET
economy-550	126	31	given	give	VERB
economy-550	126	32	set	set	NOUN
economy-550	126	33	of	of	ADP
economy-550	126	34	rtpls	rtpls	NOUN
economy-550	126	35	estimates	estimate	NOUN
economy-550	126	36	.	.	PUNCT
economy-550	127	1	this	this	DET
economy-550	127	2	99	99	NUM
economy-550	127	3	%	%	NOUN
economy-550	127	4	confidence	confidence	NOUN
economy-550	127	5	interval	interval	NOUN
economy-550	127	6	can	can	AUX
economy-550	127	7	be	be	AUX
economy-550	127	8	interpreted	interpret	VERB
economy-550	127	9	as	as	ADP
economy-550	127	10	meaning	mean	VERB
economy-550	127	11	that	that	SCONJ
economy-550	127	12	there	there	PRON
economy-550	127	13	is	be	VERB
economy-550	127	14	only	only	ADV
economy-550	127	15	a	a	DET
economy-550	127	16	one	one	NUM
economy-550	127	17	percent	percent	NOUN
economy-550	127	18	chance	chance	NOUN
economy-550	127	19	that	that	SCONJ
economy-550	127	20	the	the	DET
economy-550	127	21	true	true	ADJ
economy-550	127	22	average	average	NOUN
economy-550	127	23	for	for	ADP
economy-550	127	24	a	a	DET
economy-550	127	25	given	give	VERB
economy-550	127	26	rtpls	rtpls	NOUN
economy-550	127	27	estimate	estimate	NOUN
economy-550	127	28	with	with	ADP
economy-550	127	29	the	the	DET
economy-550	127	30	two	two	NUM
economy-550	127	31	rtpls	rtpls	NOUN
economy-550	127	32	estimates	estimate	NOUN
economy-550	127	33	before	before	ADP
economy-550	127	34	it	it	PRON
economy-550	127	35	and	and	CCONJ
economy-550	127	36	the	the	DET
economy-550	127	37	two	two	NUM
economy-550	127	38	rtpls	rtpls	NOUN
economy-550	127	39	estimates	estimate	NOUN
economy-550	127	40	after	after	SCONJ
economy-550	127	41	it	it	PRON
economy-550	127	42	will	will	AUX
economy-550	127	43	lie	lie	VERB
economy-550	127	44	outside	outside	ADV
economy-550	127	45	of	of	ADP
economy-550	127	46	the	the	DET
economy-550	127	47	given	give	VERB
economy-550	127	48	range	range	NOUN
economy-550	127	49	.	.	PUNCT
economy-550	128	1	given	give	VERB
economy-550	128	2	this	this	DET
economy-550	128	3	interpretation	interpretation	NOUN
economy-550	128	4	,	,	PUNCT
economy-550	128	5	it	it	PRON
economy-550	128	6	is	be	AUX
economy-550	128	7	possible	possible	ADJ
economy-550	128	8	for	for	SCONJ
economy-550	128	9	a	a	DET
economy-550	128	10	given	give	VERB
economy-550	128	11	rtpls	rtpls	NOUN
economy-550	128	12	estimate	estimate	NOUN
economy-550	128	13	to	to	PART
economy-550	128	14	lie	lie	VERB
economy-550	128	15	outside	outside	ADV
economy-550	128	16	of	of	ADP
economy-550	128	17	its	its	PRON
economy-550	128	18	confidence	confidence	NOUN
economy-550	128	19	interval	interval	NOUN
economy-550	128	20	if	if	SCONJ
economy-550	128	21	the	the	DET
economy-550	128	22	other	other	ADJ
economy-550	128	23	four	four	NUM
economy-550	128	24	estimates	estimate	NOUN
economy-550	128	25	around	around	ADP
economy-550	128	26	it	it	PRON
economy-550	128	27	are	be	AUX
economy-550	128	28	all	all	ADV
economy-550	128	29	noticeably	noticeably	ADV
economy-550	128	30	above	above	ADP
economy-550	128	31	or	or	CCONJ
economy-550	128	32	below	below	ADP
economy-550	128	33	the	the	DET
economy-550	128	34	given	give	VERB
economy-550	128	35	rtpls	rtpls	NOUN
economy-550	128	36	estimate	estimate	NOUN
economy-550	128	37	.	.	PUNCT
economy-550	129	1	3	3	X
economy-550	129	2	.	.	X
economy-550	129	3	the	the	DET
economy-550	129	4	data	datum	NOUN
economy-550	129	5	and	and	CCONJ
economy-550	129	6	the	the	DET
economy-550	129	7	empirical	empirical	ADJ
economy-550	129	8	results	result	NOUN
economy-550	129	9	the	the	DET
economy-550	129	10	data	datum	NOUN
economy-550	129	11	is	be	AUX
economy-550	129	12	given	give	VERB
economy-550	129	13	in	in	ADP
economy-550	129	14	table	table	NOUN
economy-550	129	15	1	1	NUM
economy-550	129	16	.	.	PUNCT
economy-550	130	1	the	the	DET
economy-550	130	2	data	datum	NOUN
economy-550	130	3	for	for	ADP
economy-550	130	4	g	g	NOUN
economy-550	130	5	,	,	PUNCT
economy-550	130	6	mb	mb	ADP
economy-550	130	7	,	,	PUNCT
economy-550	130	8	and	and	CCONJ
economy-550	130	9	x	x	X
economy-550	130	10	are	be	AUX
economy-550	130	11	in	in	ADP
economy-550	130	12	millions	million	NOUN
economy-550	130	13	of	of	ADP
economy-550	130	14	current	current	ADJ
economy-550	130	15	baht	baht	NOUN
economy-550	130	16	.	.	PUNCT
economy-550	131	1	the	the	DET
economy-550	131	2	exchange	exchange	NOUN
economy-550	131	3	rate	rate	NOUN
economy-550	131	4	data	datum	NOUN
economy-550	131	5	is	be	AUX
economy-550	131	6	given	give	VERB
economy-550	131	7	in	in	ADP
economy-550	131	8	thai	thai	ADJ
economy-550	131	9	baht	baht	NOUN
economy-550	131	10	per	per	ADP
economy-550	131	11	us	us	PROPN
economy-550	131	12	dollar	dollar	NOUN
economy-550	131	13	,	,	PUNCT
economy-550	131	14	and	and	CCONJ
economy-550	131	15	the	the	DET
economy-550	131	16	foreign	foreign	ADJ
economy-550	131	17	reserves	reserve	NOUN
economy-550	131	18	are	be	AUX
economy-550	131	19	given	give	VERB
economy-550	131	20	in	in	ADP
economy-550	131	21	millions	million	NOUN
economy-550	131	22	of	of	ADP
economy-550	131	23	current	current	ADJ
economy-550	131	24	us	us	PROPN
economy-550	131	25	dollars	dollar	NOUN
economy-550	131	26	.	.	PUNCT
economy-550	132	1	the	the	DET
economy-550	132	2	empirical	empirical	ADJ
economy-550	132	3	results	result	NOUN
economy-550	132	4	are	be	AUX
economy-550	132	5	given	give	VERB
economy-550	132	6	in	in	ADP
economy-550	132	7	table	table	NOUN
economy-550	132	8	2	2	NUM
economy-550	132	9	where	where	SCONJ
economy-550	132	10	the	the	DET
economy-550	132	11	columns	column	NOUN
economy-550	132	12	labeled	label	VERB
economy-550	132	13	“	"	PUNCT
economy-550	132	14	upper	upper	ADJ
economy-550	132	15	”	"	PUNCT
economy-550	132	16	and	and	CCONJ
economy-550	132	17	“	"	PUNCT
economy-550	132	18	lower	low	ADJ
economy-550	132	19	”	"	PUNCT
economy-550	132	20	give	give	VERB
economy-550	132	21	the	the	DET
economy-550	132	22	upper	upper	ADJ
economy-550	132	23	and	and	CCONJ
economy-550	132	24	lower	low	ADJ
economy-550	132	25	bounds	bound	NOUN
economy-550	132	26	for	for	ADP
economy-550	132	27	a	a	DET
economy-550	132	28	99	99	NUM
economy-550	132	29	%	%	NOUN
economy-550	132	30	confidence	confidence	NOUN
economy-550	132	31	interval	interval	NOUN
economy-550	132	32	for	for	ADP
economy-550	132	33	the	the	DET
economy-550	132	34	estimates	estimate	NOUN
economy-550	132	35	in	in	ADP
economy-550	132	36	the	the	DET
economy-550	132	37	column	column	NOUN
economy-550	132	38	immediately	immediately	ADV
economy-550	132	39	to	to	ADP
economy-550	132	40	the	the	DET
economy-550	132	41	left	left	NOUN
economy-550	132	42	of	of	ADP
economy-550	132	43	these	these	DET
economy-550	132	44	labels	label	NOUN
economy-550	132	45	.	.	PUNCT
economy-550	133	1	figures	figure	NOUN
economy-550	133	2	2	2	NUM
economy-550	133	3	through	through	ADP
economy-550	133	4	6	6	NUM
economy-550	133	5	depict	depict	NOUN
economy-550	133	6	the	the	DET
economy-550	133	7	empirical	empirical	ADJ
economy-550	133	8	results	result	NOUN
economy-550	133	9	.	.	PUNCT
economy-550	134	1	table-1.the	table-1.the	DET
economy-550	134	2	data	datum	NOUN
economy-550	134	3	(	(	PUNCT
economy-550	134	4	gdp	gdp	NOUN
economy-550	134	5	,	,	PUNCT
economy-550	134	6	g	g	PROPN
economy-550	134	7	,	,	PUNCT
economy-550	134	8	mb	mb	ADP
economy-550	134	9	,	,	PUNCT
economy-550	134	10	and	and	CCONJ
economy-550	134	11	x	x	X
economy-550	134	12	in	in	ADP
economy-550	134	13	millions	million	NOUN
economy-550	134	14	of	of	ADP
economy-550	134	15	baht	baht	NOUN
economy-550	134	16	;	;	PUNCT
economy-550	134	17	e	e	X
economy-550	134	18	in	in	ADP
economy-550	134	19	baht	baht	NOUN
economy-550	134	20	per	per	ADP
economy-550	134	21	us	we	PRON
economy-550	134	22	$	$	SYM
economy-550	134	23	;	;	PUNCT
economy-550	134	24	reserves	reserve	NOUN
economy-550	134	25	in	in	ADP
economy-550	134	26	millions	million	NOUN
economy-550	134	27	of	of	ADP
economy-550	134	28	us	us	PROPN
economy-550	134	29	dollars	dollar	NOUN
economy-550	134	30	held	hold	VERB
economy-550	134	31	at	at	ADP
economy-550	134	32	the	the	DET
economy-550	134	33	end	end	NOUN
economy-550	134	34	of	of	ADP
economy-550	134	35	the	the	DET
economy-550	134	36	quarter	quarter	NOUN
economy-550	134	37	)	)	PUNCT
economy-550	134	38	gdp	gdp	NOUN
economy-550	134	39	g	g	NOUN
economy-550	134	40	mb	mb	NOUN
economy-550	134	41	x	x	X
economy-550	134	42	e	e	NOUN
economy-550	134	43	reserves	reserve	NOUN
economy-550	134	44	1993	1993	NUM
economy-550	134	45	q1	q1	NOUN
economy-550	134	46	755554	755554	NUM
economy-550	134	47	71336	71336	NUM
economy-550	134	48	247009	247009	NUM
economy-550	134	49	278949	278949	NUM
economy-550	134	50	25.4893	25.4893	NUM
economy-550	134	51	22239.4	22239.4	NUM
economy-550	134	52	q2	q2	NOUN
economy-550	134	53	755573	755573	NUM
economy-550	134	54	75095	75095	NUM
economy-550	134	55	251122	251122	NUM
economy-550	134	56	278051	278051	NUM
economy-550	134	57	25.2309	25.2309	NUM
economy-550	134	58	23979.8	23979.8	NUM
economy-550	134	59	q3	q3	NOUN
economy-550	134	60	811118	811118	NUM
economy-550	134	61	89321	89321	NUM
economy-550	134	62	253105	253105	NUM
economy-550	134	63	314353	314353	NUM
economy-550	134	64	25.2344	25.2344	NUM
economy-550	134	65	25225.3	25225.3	NUM
economy-550	134	66	q4	q4	PROPN
economy-550	134	67	842977	842977	NUM
economy-550	134	68	80230	80230	NUM
economy-550	134	69	271418	271418	NUM
economy-550	134	70	330152	330152	NUM
economy-550	134	71	25.3676	25.3676	NUM
economy-550	134	72	25438.8	25438.8	NUM
economy-550	134	73	1994	1994	NUM
economy-550	134	74	q1	q1	PROPN
economy-550	134	75	886103	886103	NUM
economy-550	134	76	84356	84356	NUM
economy-550	134	77	292341	292341	NUM
economy-550	134	78	329351	329351	NUM
economy-550	134	79	25.4176	25.4176	NUM
economy-550	134	80	26672.6	26672.6	NUM
economy-550	134	81	q2	q2	NOUN
economy-550	134	82	870964	870964	NUM
economy-550	134	83	82994	82994	NUM
economy-550	134	84	290243	290243	NUM
economy-550	134	85	332490	332490	NUM
economy-550	134	86	25.2050	25.2050	NUM
economy-550	134	87	28340.5	28340.5	NUM
economy-550	134	88	q3	q3	NOUN
economy-550	134	89	896836	896836	NUM
economy-550	134	90	102342	102342	NUM
economy-550	134	91	298691	298691	NUM
economy-550	134	92	356983	356983	NUM
economy-550	134	93	24.9855	24.9855	NUM
economy-550	134	94	29950.2	29950.2	NUM
economy-550	134	95	q4	q4	PROPN
economy-550	134	96	975438	975438	NUM
economy-550	134	97	84695	84695	NUM
economy-550	134	98	313430	313430	NUM
economy-550	134	99	391962	391962	NUM
economy-550	134	100	25.0403	25.0403	NUM
economy-550	134	101	30279.0	30279.0	NUM
economy-550	134	102	1995	1995	NUM
economy-550	134	103	q1	q1	PROPN
economy-550	134	104	1033855	1033855	NUM
economy-550	134	105	102381	102381	NUM
economy-550	134	106	346179	346179	NUM
economy-550	134	107	425287	425287	NUM
economy-550	134	108	24.9711	24.9711	NUM
economy-550	134	109	30119.5	30119.5	NUM
economy-550	134	110	q2	q2	NOUN
economy-550	134	111	1026365	1026365	NUM
economy-550	134	112	98676	98676	NUM
economy-550	134	113	356481	356481	NUM
economy-550	134	114	421084	421084	NUM
economy-550	134	115	24.6360	24.6360	NUM
economy-550	134	116	34958.3	34958.3	NUM
economy-550	134	117	q3	q3	NOUN
economy-550	134	118	1032857	1032857	NUM
economy-550	134	119	115885	115885	NUM
economy-550	134	120	358564	358564	NUM
economy-550	134	121	438776	438776	NUM
economy-550	134	122	24.9432	24.9432	NUM
economy-550	134	123	35866.1	35866.1	NUM
economy-550	134	124	q4	q4	PROPN
economy-550	134	125	1093135	1093135	NUM
economy-550	134	126	97461	97461	NUM
economy-550	134	127	377820	377820	NUM
economy-550	134	128	466527	466527	NUM
economy-550	134	129	25.1481	25.1481	NUM
economy-550	134	130	37026.7	37026.7	NUM
economy-550	134	131	1996	1996	NUM
economy-550	134	132	q1	q1	PROPN
economy-550	134	133	1116552	1116552	NUM
economy-550	134	134	111052	111052	NUM
economy-550	134	135	404999	404999	NUM
economy-550	134	136	461125	461125	NUM
economy-550	134	137	25.2593	25.2593	NUM
economy-550	134	138	38982.5	38982.5	NUM
economy-550	134	139	q2	q2	NOUN
economy-550	134	140	1146094	1146094	NUM
economy-550	134	141	111159	111159	NUM
economy-550	134	142	401172	401172	NUM
economy-550	134	143	441700	441700	NUM
economy-550	134	144	25.3116	25.3116	NUM
economy-550	134	145	39830.0	39830.0	NUM
economy-550	134	146	q3	q3	NOUN
economy-550	134	147	1154274	1154274	NUM
economy-550	134	148	125651	125651	NUM
economy-550	134	149	402961	402961	NUM
economy-550	134	150	442540	442540	NUM
economy-550	134	151	25.3478	25.3478	NUM
economy-550	134	152	39537.0	39537.0	NUM
economy-550	134	153	q4	q4	PROPN
economy-550	134	154	1194121	1194121	NUM
economy-550	134	155	121654	121654	NUM
economy-550	134	156	430313	430313	NUM
economy-550	134	157	464545	464545	NUM
economy-550	134	158	25.5124	25.5124	NUM
economy-550	134	159	38724.5	38724.5	NUM
economy-550	134	160	1997	1997	NUM
economy-550	134	161	q1	q1	PROPN
economy-550	134	162	1158084	1158084	NUM
economy-550	134	163	117538	117538	NUM
economy-550	134	164	459817	459817	NUM
economy-550	134	165	471972	471972	NUM
economy-550	134	166	25.8872	25.8872	NUM
economy-550	134	167	38065.6	38065.6	NUM
economy-550	134	168	q2	q2	NOUN
economy-550	134	169	1165717	1165717	NUM
economy-550	134	170	113471	113471	NUM
economy-550	134	171	469964	469964	NUM
economy-550	134	172	467382	467382	NUM
economy-550	134	173	25.4479	25.4479	NUM
economy-550	134	174	32353.0	32353.0	NUM
economy-550	134	175	q3	q3	NOUN
economy-550	134	176	1182021	1182021	NUM
economy-550	134	177	130782	130782	NUM
economy-550	134	178	445963	445963	NUM
economy-550	134	179	589362	589362	NUM
economy-550	134	180	32.6166	32.6166	NUM
economy-550	134	181	29612.2	29612.2	NUM
economy-550	134	182	q4	q4	PROPN
economy-550	134	183	1226788	1226788	NUM
economy-550	134	184	114914	114914	NUM
economy-550	134	185	453171	453171	NUM
economy-550	134	186	743399	743399	NUM
economy-550	134	187	40.2875	40.2875	NUM
economy-550	134	188	26967.7	26967.7	NUM
economy-550	134	189	1998	1998	NUM
economy-550	134	190	q1	q1	PROPN
economy-550	134	191	1210828	1210828	NUM
economy-550	134	192	116037	116037	NUM
economy-550	134	193	461473	461473	NUM
economy-550	134	194	776676	776676	NUM
economy-550	134	195	46.6776	46.6776	NUM
economy-550	134	196	27680.0	27680.0	NUM
economy-550	134	197	q2	q2	NOUN
economy-550	134	198	1117120	1117120	NUM
economy-550	134	199	111876	111876	NUM
economy-550	134	200	441534	441534	NUM
economy-550	134	201	645169	645169	NUM
economy-550	134	202	40.3994	40.3994	NUM
economy-550	134	203	26571.7	26571.7	NUM
economy-550	134	204	q3	q3	NOUN
economy-550	134	205	1112059	1112059	NUM
economy-550	134	206	150137	150137	NUM
economy-550	134	207	443404	443404	NUM
economy-550	134	208	671389	671389	NUM
economy-550	134	209	41.1398	41.1398	NUM
economy-550	134	210	27290.8	27290.8	NUM
economy-550	134	211	q4	q4	PROPN
economy-550	134	212	1186440	1186440	NUM
economy-550	134	213	133641	133641	NUM
economy-550	134	214	464258	464258	NUM
economy-550	134	215	630719	630719	NUM
economy-550	134	216	36.9918	36.9918	NUM
economy-550	134	217	29535.9	29535.9	NUM
economy-550	134	218	1999	1999	NUM
economy-550	134	219	q1	q1	PROPN
economy-550	134	220	1159803	1159803	NUM
economy-550	134	221	119749	119749	NUM
economy-550	134	222	476324	476324	NUM
economy-550	134	223	628982	628982	NUM
economy-550	134	224	37.0998	37.0998	NUM
economy-550	134	225	29936.1	29936.1	NUM
economy-550	134	226	q2	q2	NOUN
economy-550	134	227	1108838	1108838	NUM
economy-550	134	228	129285	129285	NUM
economy-550	134	229	431217	431217	NUM
economy-550	134	230	625559	625559	NUM
economy-550	134	231	37.2054	37.2054	NUM
economy-550	134	232	31433.9	31433.9	NUM
economy-550	134	233	q3	q3	NOUN
economy-550	134	234	1152229	1152229	NUM
economy-550	134	235	144485	144485	NUM
economy-550	134	236	429386	429386	NUM
economy-550	134	237	692836	692836	NUM
economy-550	134	238	38.4051	38.4051	NUM
economy-550	134	239	32360.2	32360.2	NUM
economy-550	134	240	q4	q4	PROPN
economy-550	134	241	1216209	1216209	NUM
economy-550	134	242	139522	139522	NUM
economy-550	134	243	516166	516166	NUM
economy-550	134	244	755931	755931	NUM
economy-550	134	245	38.8182	38.8182	NUM
economy-550	134	246	34780.6	34780.6	NUM
economy-550	134	247	2000	2000	NUM
economy-550	134	248	q1	q1	PROPN
economy-550	134	249	1231245	1231245	NUM
economy-550	134	250	131830	131830	NUM
economy-550	134	251	499570	499570	NUM
economy-550	134	252	746880	746880	NUM
economy-550	134	253	37.7030	37.7030	NUM
economy-550	134	254	32283.9	32283.9	NUM
economy-550	134	255	q2	q2	NOUN
economy-550	134	256	1189978	1189978	NUM
economy-550	134	257	130009	130009	NUM
economy-550	134	258	457647	457647	NUM
economy-550	134	259	735051	735051	NUM
economy-550	134	260	38.8022	38.8022	NUM
economy-550	134	261	32142.0	32142.0	NUM
economy-550	134	262	q3	q3	NOUN
economy-550	134	263	1212115	1212115	NUM
economy-550	134	264	156021	156021	NUM
economy-550	134	265	468615	468615	NUM
economy-550	134	266	874782	874782	NUM
economy-550	134	267	41.0781	41.0781	NUM
economy-550	134	268	32249.8	32249.8	NUM
economy-550	134	269	q4	q4	PROPN
economy-550	134	270	1289393	1289393	NUM
economy-550	134	271	139947	139947	NUM
economy-550	134	272	506770	506770	NUM
economy-550	134	273	930571	930571	NUM
economy-550	134	274	43.5539	43.5539	NUM
economy-550	134	275	32661.3	32661.3	NUM
economy-550	134	276	2001	2001	NUM
economy-550	134	277	q1	q1	PROPN
economy-550	134	278	1284700	1284700	NUM
economy-550	134	279	136881	136881	NUM
economy-550	134	280	519127	519127	NUM
economy-550	134	281	837246	837246	NUM
economy-550	134	282	43.3145	43.3145	NUM
economy-550	134	283	32294.7	32294.7	NUM
economy-550	134	284	q2	q2	NOUN
economy-550	134	285	1257209	1257209	NUM
economy-550	134	286	143445	143445	NUM
economy-550	134	287	505812	505812	NUM
economy-550	134	288	844237	844237	NUM
economy-550	134	289	45.6110	45.6110	NOUN
economy-550	134	290	31611.5	31611.5	NUM
economy-550	134	291	q3	q3	NOUN
economy-550	134	292	1270065	1270065	NUM
economy-550	134	293	164660	164660	NUM
economy-550	134	294	506510	506510	NUM
economy-550	134	295	857128	857128	NUM
economy-550	134	296	45.1024	45.1024	NUM
economy-550	134	297	32635.4	32635.4	NUM
economy-550	134	298	q4	q4	PROPN
economy-550	134	299	1321528	1321528	NUM
economy-550	134	300	136131	136131	NUM
economy-550	134	301	534152	534152	NUM
economy-550	134	302	842139	842139	NUM
economy-550	134	303	44.3687	44.3687	NUM
economy-550	134	304	33048.4	33048.4	NUM
economy-550	134	305	2002	2002	NUM
economy-550	134	306	q1	q1	NOUN
economy-550	134	307	1355115	1355115	NUM
economy-550	134	308	152036	152036	NUM
economy-550	134	309	560397	560397	NUM
economy-550	134	310	820135	820135	NUM
economy-550	134	311	43.6763	43.6763	NUM
economy-550	134	312	33614.5	33614.5	NUM
economy-550	134	313	q2	q2	NOUN
economy-550	134	314	1325184	1325184	NUM
economy-550	134	315	145700	145700	NUM
economy-550	134	316	552827	552827	NUM
economy-550	134	317	833325	833325	NUM
economy-550	134	318	42.7687	42.7687	NUM
economy-550	134	319	36790.6	36790.6	NUM
economy-550	134	320	q3	q3	NOUN
economy-550	134	321	1343999	1343999	NUM
economy-550	134	322	166374	166374	NUM
economy-550	134	323	563519	563519	NUM
economy-550	134	324	898844	898844	NUM
economy-550	134	325	42.0522	42.0522	NUM
economy-550	134	326	37652.0	37652.0	NUM
economy-550	134	327	q4	q4	PROPN
economy-550	134	328	1426345	1426345	NUM
economy-550	134	329	139781	139781	NUM
economy-550	134	330	587629	587629	NUM
economy-550	134	331	946700	946700	NUM
economy-550	134	332	43.3824	43.3824	NUM
economy-550	134	333	38923.7	38923.7	NUM
economy-550	134	334	2003	2003	NUM
economy-550	134	335	q1	q1	NOUN
economy-550	134	336	1471707	1471707	NUM
economy-550	134	337	146465	146465	NUM
economy-550	134	338	627072	627072	NUM
economy-550	134	339	946261	946261	NUM
economy-550	134	340	42.9705	42.9705	NUM
economy-550	134	341	37631.7	37631.7	NUM
economy-550	134	342	q2	q2	NOUN
economy-550	134	343	1424519	1424519	NUM
economy-550	134	344	156390	156390	NUM
economy-550	134	345	607517	607517	NUM
economy-550	134	346	913278	913278	NUM
economy-550	134	347	42.2336	42.2336	NUM
economy-550	134	348	39327.1	39327.1	NUM
economy-550	134	349	q3	q3	NOUN
economy-550	134	350	1457881	1457881	NUM
economy-550	134	351	179425	179425	NUM
economy-550	134	352	611538	611538	NUM
economy-550	134	353	979831	979831	NUM
economy-550	134	354	41.2460	41.2460	NUM
economy-550	134	355	40264.3	40264.3	NUM
economy-550	134	356	q4	q4	PROPN
economy-550	134	357	1563262	1563262	NUM
economy-550	134	358	153722	153722	NUM
economy-550	134	359	651981	651981	NUM
economy-550	134	360	1047196	1047196	NUM
economy-550	134	361	39.7335	39.7335	NUM
economy-550	134	362	42147.7	42147.7	NUM
economy-550	134	363	2004	2004	NUM
economy-550	134	364	q1	q1	PROPN
economy-550	134	365	1583692	1583692	NUM
economy-550	134	366	161420	161420	NUM
economy-550	134	367	681915	681915	NUM
economy-550	134	368	1059950	1059950	NUM
economy-550	134	369	39.1582	39.1582	NUM
economy-550	134	370	43036.4	43036.4	NUM
economy-550	134	371	q2	q2	NOUN
economy-550	134	372	1568023	1568023	NUM
economy-550	134	373	183434	183434	NUM
economy-550	134	374	675812	675812	NUM
economy-550	134	375	1108574	1108574	NUM
economy-550	134	376	40.2158	40.2158	NUM
economy-550	135	1	43306.1	43306.1	NUM
economy-550	135	2	q3	q3	NOUN
economy-550	135	3	1606091	1606091	NUM
economy-550	135	4	199173	199173	NUM
economy-550	135	5	691135	691135	NUM
economy-550	135	6	1182636	1182636	NUM
economy-550	135	7	41.2266	41.2266	NUM
economy-550	135	8	44767.5	44767.5	NUM
economy-550	135	9	q4	q4	PROPN
economy-550	135	10	1731670	1731670	NUM
economy-550	135	11	176568	176568	NUM
economy-550	135	12	763277	763277	NUM
economy-550	135	13	1236708	1236708	NUM
economy-550	135	14	40.2704	40.2704	NUM
economy-550	135	15	49831.7	49831.7	NUM
economy-550	135	16	2005	2005	NUM
economy-550	135	17	q1	q1	PROPN
economy-550	135	18	1716030	1716030	NUM
economy-550	135	19	193301	193301	NUM
economy-550	135	20	776977	776977	NUM
economy-550	135	21	1147003	1147003	NUM
economy-550	135	22	38.5887	38.5887	NUM
economy-550	135	23	48681.1	48681.1	NUM
economy-550	135	24	q2	q2	NOUN
economy-550	135	25	1691863	1691863	NUM
economy-550	135	26	204321	204321	NUM
economy-550	135	27	763749	763749	NUM
economy-550	135	28	1244214	1244214	NUM
economy-550	135	29	40.0950	40.0950	NUM
economy-550	135	30	48357.3	48357.3	NUM
economy-550	135	31	q3	q3	NOUN
economy-550	135	32	1780615	1780615	NUM
economy-550	135	33	239439	239439	NUM
economy-550	135	34	756188	756188	NUM
economy-550	135	35	1430853	1430853	NUM
economy-550	135	36	41.3042	41.3042	NUM
economy-550	135	37	49795.2	49795.2	NUM
economy-550	135	38	q4	q4	PROPN
economy-550	135	39	1904385	1904385	NUM
economy-550	135	40	206588	206588	NUM
economy-550	135	41	794965	794965	NUM
economy-550	135	42	1396009	1396009	NUM
economy-550	135	43	41.0472	41.0472	NUM
economy-550	135	44	52065.9	52065.9	NUM
economy-550	135	45	2006	2006	NUM
economy-550	135	46	q1	q1	PROPN
economy-550	135	47	1948891	1948891	NUM
economy-550	135	48	220051	220051	NUM
economy-550	135	49	837441	837441	NUM
economy-550	135	50	1379062	1379062	NUM
economy-550	135	51	39.3269	39.3269	NUM
economy-550	135	52	55265.8	55265.8	NUM
economy-550	135	53	q2	q2	NOUN
economy-550	135	54	1900243	1900243	NUM
economy-550	135	55	230628	230628	NUM
economy-550	135	56	795231	795231	NUM
economy-550	135	57	1381043	1381043	NUM
economy-550	135	58	38.1247	38.1247	NUM
economy-550	135	59	58057.4	58057.4	NUM
economy-550	135	60	q3	q3	NOUN
economy-550	135	61	1945831	1945831	NUM
economy-550	135	62	262614	262614	NUM
economy-550	135	63	789179	789179	NUM
economy-550	135	64	1522271	1522271	NUM
economy-550	135	65	37.6822	37.6822	NUM
economy-550	135	66	61592.7	61592.7	NUM
economy-550	135	67	q4	q4	PROPN
economy-550	135	68	2049974	2049974	NUM
economy-550	135	69	212694	212694	NUM
economy-550	135	70	826019	826019	NUM
economy-550	135	71	1495178	1495178	NUM
economy-550	135	72	36.5307	36.5307	NUM
economy-550	135	73	66984.8	66984.8	NUM
economy-550	135	74	2007	2007	NUM
economy-550	135	75	q1	q1	PROPN
economy-550	135	76	2096403	2096403	NUM
economy-550	135	77	245357	245357	NUM
economy-550	135	78	845252	845252	NUM
economy-550	135	79	1470577	1470577	NUM
economy-550	135	80	33.9916	33.9916	NUM
economy-550	135	81	70863.0	70863.0	NUM
economy-550	135	82	q2	q2	NOUN
economy-550	135	83	2047536	2047536	NUM
economy-550	135	84	254724	254724	NUM
economy-550	135	85	823516	823516	NUM
economy-550	135	86	1473854	1473854	NUM
economy-550	135	87	32.6376	32.6376	NUM
economy-550	135	88	72999.5	72999.5	NUM
economy-550	135	89	q3	q3	NOUN
economy-550	135	90	2107739	2107739	NUM
economy-550	135	91	295134	295134	NUM
economy-550	135	92	831429	831429	NUM
economy-550	135	93	1575307	1575307	NUM
economy-550	135	94	31.4757	31.4757	NUM
economy-550	135	95	80686.7	80686.7	NUM
economy-550	135	96	q4	q4	PROPN
economy-550	135	97	2273519	2273519	NUM
economy-550	135	98	244055	244055	NUM
economy-550	135	99	880730	880730	NUM
economy-550	135	100	1739843	1739843	NUM
economy-550	135	101	31.0903	31.0903	NUM
economy-550	135	102	87455.1	87455.1	NUM
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economy-550	135	105	2014	2014	NUM
economy-550	135	106	,	,	PUNCT
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economy-550	135	108	):	):	PUNCT
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economy-550	135	110	-	-	SYM
economy-550	135	111	31	31	NUM
economy-550	135	112	25	25	NUM
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economy-550	135	114	g	g	PROPN
economy-550	135	115	mb	mb	NOUN
economy-550	135	116	x	x	X
economy-550	135	117	e	e	NOUN
economy-550	135	118	reserves	reserve	NOUN
economy-550	135	119	2008	2008	NUM
economy-550	135	120	q1	q1	PROPN
economy-550	135	121	2283347	2283347	NUM
economy-550	135	122	259812	259812	NUM
economy-550	135	123	922963	922963	NUM
economy-550	135	124	1662721	1662721	NUM
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economy-550	135	126	109970.3	109970.3	NUM
economy-550	135	127	q2	q2	NOUN
economy-550	135	128	2283267	2283267	NUM
economy-550	135	129	268331	268331	NUM
economy-550	135	130	906861	906861	NUM
economy-550	135	131	1739789	1739789	NUM
economy-550	135	132	32.2996	32.2996	NUM
economy-550	135	133	105676.2	105676.2	NUM
economy-550	135	134	q3	q3	NOUN
economy-550	135	135	2305387	2305387	NUM
economy-550	135	136	314762	314762	NUM
economy-550	135	137	898575	898575	NUM
economy-550	135	138	1934054	1934054	NUM
economy-550	135	139	33.8802	33.8802	NUM
economy-550	135	140	102421.6	102421.6	NUM
economy-550	135	141	q4	q4	PROPN
economy-550	135	142	2208465	2208465	NUM
economy-550	135	143	277937	277937	NUM
economy-550	135	144	967818	967818	NUM
economy-550	135	145	1604962	1604962	NUM
economy-550	135	146	34.8593	34.8593	NUM
economy-550	135	147	111008.0	111008.0	NUM
economy-550	135	148	2009	2009	NUM
economy-550	135	149	q1	q1	PROPN
economy-550	135	150	2199600	2199600	NUM
economy-550	135	151	279823	279823	NUM
economy-550	135	152	971511	971511	NUM
economy-550	135	153	1449590	1449590	NUM
economy-550	135	154	35.3349	35.3349	NUM
economy-550	135	155	116216.3	116216.3	NUM
economy-550	135	156	q2	q2	NOUN
economy-550	135	157	2196020	2196020	NUM
economy-550	135	158	288743	288743	NUM
economy-550	135	159	975599	975599	NUM
economy-550	135	160	1392586	1392586	NUM
economy-550	135	161	34.7276	34.7276	NUM
economy-550	135	162	120811.0	120811.0	NUM
economy-550	135	163	q3	q3	NOUN
economy-550	135	164	2246467	2246467	NUM
economy-550	135	165	344407	344407	NUM
economy-550	135	166	969872	969872	NUM
economy-550	135	167	1616066	1616066	NUM
economy-550	135	168	33.9632	33.9632	NUM
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economy-550	135	170	q4	q4	PROPN
economy-550	135	171	2399464	2399464	NUM
economy-550	135	172	300955	300955	NUM
economy-550	135	173	1032435	1032435	NUM
economy-550	135	174	1721810	1721810	NUM
economy-550	135	175	33.3039	33.3039	NUM
economy-550	135	176	138417.6	138417.6	NUM
economy-550	135	177	2010	2010	NUM
economy-550	135	178	q1	q1	PROPN
economy-550	135	179	2560083	2560083	NUM
economy-550	135	180	316260	316260	NUM
economy-550	135	181	1082431	1082431	NUM
economy-550	135	182	1767053	1767053	NUM
economy-550	135	183	32.8966	32.8966	NUM
economy-550	135	184	144094.1	144094.1	NUM
economy-550	135	185	q2	q2	NOUN
economy-550	135	186	2471448	2471448	NUM
economy-550	135	187	315689	315689	NUM
economy-550	135	188	1086842	1086842	NUM
economy-550	135	189	1764641	1764641	NUM
economy-550	135	190	32.3844	32.3844	NUM
economy-550	135	191	146759.2	146759.2	NUM
economy-550	135	192	q3	q3	NOUN
economy-550	135	193	2490045	2490045	NUM
economy-550	135	194	359799	359799	NUM
economy-550	135	195	1076872	1076872	NUM
economy-550	135	196	1820548	1820548	NUM
economy-550	135	197	31.6276	31.6276	NUM
economy-550	135	198	163235.3	163235.3	NUM
economy-550	135	199	q4	q4	PROPN
economy-550	135	200	2583245	2583245	NUM
economy-550	135	201	318279	318279	NUM
economy-550	135	202	1141793	1141793	NUM
economy-550	135	203	1851057	1851057	NUM
economy-550	135	204	29.9859	29.9859	NUM
economy-550	135	205	172128.9	172128.9	NUM
economy-550	135	206	2011	2011	NUM
economy-550	135	207	q1	q1	PROPN
economy-550	135	208	2744960	2744960	NUM
economy-550	135	209	334477	334477	NUM
economy-550	135	210	1244944	1244944	NUM
economy-550	135	211	2058719	2058719	NUM
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economy-550	135	213	181584.0	181584.0	NUM
economy-550	135	214	q2	q2	NOUN
economy-550	135	215	2652994	2652994	NUM
economy-550	135	216	337697	337697	NUM
economy-550	135	217	1206049	1206049	NUM
economy-550	135	218	2013730	2013730	NUM
economy-550	135	219	30.2842	30.2842	NUM
economy-550	135	220	184894.3	184894.3	NUM
economy-550	135	221	q3	q3	NOUN
economy-550	135	222	2688075	2688075	NUM
economy-550	135	223	397216	397216	NUM
economy-550	135	224	1217604	1217604	NUM
economy-550	135	225	2220098	2220098	NUM
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economy-550	135	227	180112.7	180112.7	NUM
economy-550	135	228	q4	q4	PROPN
economy-550	135	229	2454105	2454105	NUM
economy-550	135	230	328140	328140	NUM
economy-550	135	231	1311562	1311562	NUM
economy-550	135	232	1817403	1817403	NUM
economy-550	135	233	31.0048	31.0048	NUM
economy-550	135	234	175123.8	175123.8	NUM
economy-550	135	235	2012	2012	NUM
economy-550	135	236	q1	q1	PROPN
economy-550	135	237	2798211	2798211	NUM
economy-550	135	238	355744	355744	NUM
economy-550	135	239	1317609	1317609	NUM
economy-550	135	240	2038340	2038340	NUM
economy-550	135	241	30.9973	30.9973	NUM
economy-550	135	242	179247.8	179247.8	NUM
economy-550	135	243	q2	q2	NOUN
economy-550	135	244	2811487	2811487	NUM
economy-550	135	245	368186	368186	NUM
economy-550	135	246	1337258	1337258	NUM
economy-550	135	247	2098657	2098657	NUM
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economy-550	135	249	174689.1	174689.1	NUM
economy-550	135	250	q3	q3	NOUN
economy-550	135	251	2801625	2801625	NUM
economy-550	135	252	442386	442386	NUM
economy-550	135	253	1334503	1334503	NUM
economy-550	135	254	2224797	2224797	NUM
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economy-550	135	256	183627.2	183627.2	NUM
economy-550	135	257	q4	q4	PROPN
economy-550	135	258	2964026	2964026	NUM
economy-550	135	259	378014	378014	NUM
economy-550	135	260	1409036	1409036	NUM
economy-550	135	261	2167418	2167418	NUM
economy-550	135	262	30.6748	30.6748	NUM
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economy-550	135	264	2013	2013	NUM
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economy-550	135	266	2999658	2999658	NUM
economy-550	135	267	371474	371474	NUM
economy-550	135	268	1435458	1435458	NUM
economy-550	135	269	2148647	2148647	NUM
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economy-550	135	271	177802.9	177802.9	NUM
economy-550	135	272	q2	q2	NOUN
economy-550	135	273	2955431	2955431	NUM
economy-550	135	274	404666	404666	NUM
economy-550	135	275	1408188	1408188	NUM
economy-550	135	276	2061985	2061985	NUM
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economy-550	135	278	170841.1	170841.1	NUM
economy-550	135	279	q3r	q3r	PROPN
economy-550	135	280	2924215	2924215	NUM
economy-550	135	281	481986	481986	NUM
economy-550	135	282	1397179	1397179	NUM
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economy-550	135	285	172286.3	172286.3	NUM
economy-550	135	286	q4	q4	PROPN
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economy-550	135	288	384517	384517	NUM
economy-550	135	289	1492954	1492954	NUM
economy-550	135	290	2255011	2255011	NUM
economy-550	135	291	31.7307	31.7307	NUM
economy-550	135	292	167232.5	167232.5	NUM
economy-550	135	293	sources	source	NOUN
economy-550	135	294	:	:	PUNCT
economy-550	135	295	g	g	NOUN
economy-550	135	296	,	,	PUNCT
economy-550	135	297	x	x	NOUN
economy-550	135	298	,	,	PUNCT
economy-550	135	299	and	and	CCONJ
economy-550	135	300	gdp	gdp	NOUN
economy-550	135	301	:	:	PUNCT
economy-550	135	302	national	national	ADJ
economy-550	135	303	economic	economic	ADJ
economy-550	135	304	and	and	CCONJ
economy-550	135	305	social	social	ADJ
economy-550	135	306	development	development	NOUN
economy-550	135	307	board	board	NOUN
economy-550	135	308	;	;	PUNCT
economy-550	135	309	reserves	reserve	NOUN
economy-550	135	310	and	and	CCONJ
economy-550	135	311	mb	mb	ADP
economy-550	135	312	:	:	PUNCT
economy-550	135	313	the	the	DET
economy-550	135	314	bank	bank	NOUN
economy-550	135	315	of	of	ADP
economy-550	135	316	thailand	thailand	PROPN
economy-550	135	317	;	;	PUNCT
economy-550	135	318	e	e	X
economy-550	135	319	:	:	PUNCT
economy-550	135	320	http://fx.com	http://fx.com	PROPN
economy-550	135	321	table-2.the	table-2.the	DET
economy-550	135	322	empirical	empirical	ADJ
economy-550	135	323	results	result	NOUN
economy-550	135	324	:	:	PUNCT
economy-550	135	325	dgdp/	dgdp/	NUM
economy-550	135	326	dg	dg	PROPN
economy-550	135	327	dmb	dmb	PROPN
economy-550	135	328	dx	dx	PROPN
economy-550	135	329	de	de	PROPN
economy-550	135	330	*	*	PROPN
economy-550	135	331	dres	dre	VERB
economy-550	135	332	1993	1993	NUM
economy-550	135	333	q1	q1	PROPN
economy-550	135	334	4.82	4.82	NUM
economy-550	135	335	upper	upper	ADV
economy-550	135	336	lower	low	ADJ
economy-550	135	337	1.76	1.76	NUM
economy-550	135	338	upper	upper	ADV
economy-550	135	339	lower	low	ADJ
economy-550	135	340	0.80	0.80	NUM
economy-550	135	341	upper	upper	ADV
economy-550	135	342	lower	low	ADJ
economy-550	135	343	23.26	23.26	NUM
economy-550	135	344	upper	upper	ADV
economy-550	135	345	lower	low	ADJ
economy-550	135	346	0.61	0.61	NUM
economy-550	135	347	upper	upper	ADJ
economy-550	135	348	lower	low	ADJ
economy-550	135	349	q2	q2	NOUN
economy-550	135	350	4.58	4.58	NUM
economy-550	135	351	1.73	1.73	NUM
economy-550	135	352	0.80	0.80	NUM
economy-550	135	353	23.50	23.50	NUM
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economy-550	135	355	q3	q3	NOUN
economy-550	135	356	4.47	4.47	NUM
economy-550	135	357	5.79	5.79	NUM
economy-550	135	358	4.16	4.16	NUM
economy-550	135	359	1.93	1.93	NUM
economy-550	135	360	2.02	2.02	NUM
economy-550	135	361	1.69	1.69	NUM
economy-550	135	362	0.89	0.89	NUM
economy-550	135	363	1.09	1.09	NUM
economy-550	135	364	0.72	0.72	NUM
economy-550	135	365	23.94	23.94	NUM
economy-550	135	366	24.53	24.53	NUM
economy-550	135	367	23.11	23.11	NUM
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economy-550	135	369	6.06	6.06	NUM
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economy-550	135	371	q4	q4	PROPN
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economy-550	135	373	6.00	6.00	NUM
economy-550	135	374	4.23	4.23	NUM
economy-550	135	375	1.92	1.92	NUM
economy-550	135	376	2.02	2.02	NUM
economy-550	135	377	1.74	1.74	NUM
economy-550	135	378	0.94	0.94	NUM
economy-550	135	379	1.12	1.12	NUM
economy-550	135	380	0.77	0.77	NUM
economy-550	135	381	24.06	24.06	NUM
economy-550	135	382	24.66	24.66	NUM
economy-550	135	383	23.45	23.45	NUM
economy-550	135	384	3.97	3.97	NUM
economy-550	135	385	6.47	6.47	NUM
economy-550	135	386	0.41	0.41	NUM
economy-550	135	387	1994	1994	NUM
economy-550	135	388	q1	q1	PROPN
economy-550	135	389	5.62	5.62	NUM
economy-550	135	390	5.98	5.98	NUM
economy-550	135	391	4.32	4.32	NUM
economy-550	135	392	1.93	1.93	NUM
economy-550	135	393	1.95	1.95	NUM
economy-550	135	394	1.89	1.89	NUM
economy-550	135	395	1.08	1.08	NUM
economy-550	135	396	1.11	1.11	NUM
economy-550	135	397	0.87	0.87	NUM
economy-550	135	398	24.35	24.35	NUM
economy-550	135	399	24.91	24.91	NUM
economy-550	135	400	23.75	23.75	NUM
economy-550	135	401	5.40	5.40	NUM
economy-550	135	402	6.09	6.09	NUM
economy-550	135	403	2.64	2.64	NUM
economy-550	135	404	q2	q2	NOUN
economy-550	135	405	5.53	5.53	NUM
economy-550	135	406	6.70	6.70	NUM
economy-550	135	407	4.47	4.47	NUM
economy-550	135	408	1.89	1.89	NUM
economy-550	135	409	2.07	2.07	NUM
economy-550	135	410	1.83	1.83	NUM
economy-550	135	411	1.02	1.02	NUM
economy-550	135	412	1.15	1.15	NUM
economy-550	135	413	0.92	0.92	NUM
economy-550	135	414	24.44	24.44	NUM
economy-550	135	415	25.49	25.49	NUM
economy-550	135	416	23.77	23.77	NUM
economy-550	135	417	4.55	4.55	NUM
economy-550	135	418	7.66	7.66	NUM
economy-550	135	419	3.06	3.06	NUM
economy-550	135	420	q3	q3	NOUN
economy-550	135	421	4.74	4.74	NUM
economy-550	135	422	6.87	6.87	NUM
economy-550	135	423	4.58	4.58	NUM
economy-550	135	424	1.92	1.92	NUM
economy-550	135	425	2.12	2.12	NUM
economy-550	135	426	1.84	1.84	NUM
economy-550	135	427	1.02	1.02	NUM
economy-550	135	428	1.20	1.20	NUM
economy-550	135	429	0.97	0.97	NUM
economy-550	135	430	24.86	24.86	NUM
economy-550	135	431	26.12	26.12	NUM
economy-550	135	432	23.90	23.90	NUM
economy-550	135	433	5.17	5.17	NUM
economy-550	135	434	9.96	9.96	NUM
economy-550	135	435	3.04	3.04	NUM
economy-550	135	436	q4	q4	PROPN
economy-550	135	437	6.66	6.66	NUM
economy-550	135	438	7.04	7.04	NUM
economy-550	135	439	4.66	4.66	NUM
economy-550	135	440	2.08	2.08	NUM
economy-550	135	441	2.12	2.12	NUM
economy-550	135	442	1.85	1.85	NUM
economy-550	135	443	1.13	1.13	NUM
economy-550	135	444	1.23	1.23	NUM
economy-550	135	445	0.98	0.98	NUM
economy-550	135	446	25.43	25.43	NUM
economy-550	135	447	26.61	26.61	NUM
economy-550	135	448	24.17	24.17	NUM
economy-550	135	449	7.71	7.71	NUM
economy-550	135	450	10.50	10.50	NUM
economy-550	135	451	3.59	3.59	NUM
economy-550	135	452	1995	1995	NUM
economy-550	135	453	q1	q1	PROPN
economy-550	135	454	6.08	6.08	NUM
economy-550	135	455	7.04	7.04	NUM
economy-550	135	456	4.59	4.59	NUM
economy-550	135	457	2.06	2.06	NUM
economy-550	135	458	2.11	2.11	NUM
economy-550	135	459	1.90	1.90	NUM
economy-550	135	460	1.18	1.18	NUM
economy-550	135	461	1.23	1.23	NUM
economy-550	135	462	1.03	1.03	NUM
economy-550	135	463	25.97	25.97	NUM
economy-550	135	464	26.61	26.61	NUM
economy-550	135	465	24.80	24.80	NUM
economy-550	135	466	9.69	9.69	NUM
economy-550	135	467	10.40	10.40	NUM
economy-550	135	468	5.12	5.12	NUM
economy-550	135	469	q2	q2	NOUN
economy-550	135	470	6.23	6.23	NUM
economy-550	135	471	7.26	7.26	NUM
economy-550	135	472	5.26	5.26	NUM
economy-550	135	473	1.98	1.98	NUM
economy-550	135	474	2.10	2.10	NUM
economy-550	135	475	1.95	1.95	NUM
economy-550	135	476	1.17	1.17	NUM
economy-550	135	477	1.21	1.21	NUM
economy-550	135	478	1.12	1.12	NUM
economy-550	135	479	26.26	26.26	NUM
economy-550	135	480	26.53	26.53	NUM
economy-550	135	481	25.44	25.44	NUM
economy-550	135	482	8.13	8.13	NUM
economy-550	135	483	10.07	10.07	NUM
economy-550	135	484	7.18	7.18	NUM
economy-550	135	485	q3	q3	NOUN
economy-550	135	486	5.36	5.36	NUM
economy-550	135	487	7.14	7.14	NUM
economy-550	135	488	5.26	5.26	NUM
economy-550	135	489	1.98	1.98	NUM
economy-550	135	490	2.07	2.07	NUM
economy-550	135	491	1.94	1.94	NUM
economy-550	135	492	1.14	1.14	NUM
economy-550	135	493	1.27	1.27	NUM
economy-550	135	494	1.12	1.12	NUM
economy-550	135	495	25.99	25.99	NUM
economy-550	135	496	26.44	26.44	NUM
economy-550	135	497	25.89	25.89	NUM
economy-550	135	498	8.11	8.11	NUM
economy-550	135	499	10.31	10.31	NUM
economy-550	135	500	7.70	7.70	NUM
economy-550	135	501	q4	q4	PROPN
economy-550	135	502	6.99	6.99	NUM
economy-550	135	503	7.28	7.28	NUM
economy-550	135	504	5.33	5.33	NUM
economy-550	135	505	2.04	2.04	NUM
economy-550	135	506	2.07	2.07	NUM
economy-550	135	507	1.94	1.94	NUM
economy-550	135	508	1.20	1.20	NUM
economy-550	135	509	1.39	1.39	NUM
economy-550	135	510	1.08	1.08	NUM
economy-550	135	511	26.26	26.26	NUM
economy-550	135	512	26.57	26.57	NUM
economy-550	135	513	25.97	25.97	NUM
economy-550	135	514	9.48	9.48	NUM
economy-550	135	515	10.58	10.58	NUM
economy-550	135	516	7.61	7.61	NUM
economy-550	135	517	1996	1996	NUM
economy-550	135	518	q1	q1	PROPN
economy-550	135	519	6.35	6.35	NUM
economy-550	135	520	7.26	7.26	NUM
economy-550	135	521	5.22	5.22	NUM
economy-550	135	522	1.96	1.96	NUM
economy-550	135	523	2.10	2.10	NUM
economy-550	135	524	1.95	1.95	NUM
economy-550	135	525	1.27	1.27	NUM
economy-550	135	526	1.47	1.47	NUM
economy-550	135	527	1.10	1.10	NUM
economy-550	135	528	26.33	26.33	NUM
economy-550	135	529	26.68	26.68	NUM
economy-550	135	530	25.97	25.97	NUM
economy-550	135	531	9.61	9.61	NUM
economy-550	135	532	11.00	11.00	NUM
economy-550	135	533	8.11	8.11	NUM
economy-550	135	534	q2	q2	NOUN
economy-550	135	535	6.61	6.61	NUM
economy-550	135	536	7.09	7.09	NUM
economy-550	135	537	5.82	5.82	NUM
economy-550	135	538	2.05	2.05	NUM
economy-550	135	539	2.10	2.10	NUM
economy-550	135	540	1.96	1.96	NUM
economy-550	135	541	1.39	1.39	NUM
economy-550	135	542	1.50	1.50	NUM
economy-550	135	543	1.18	1.18	NUM
economy-550	135	544	26.51	26.51	NUM
economy-550	135	545	26.73	26.73	NUM
economy-550	135	546	26.19	26.19	NUM
economy-550	135	547	10.14	10.14	NUM
economy-550	135	548	11.68	11.68	NUM
economy-550	135	549	8.85	8.85	NUM
economy-550	135	550	q3	q3	NOUN
economy-550	135	551	5.91	5.91	NUM
economy-550	135	552	6.74	6.74	NUM
economy-550	135	553	5.91	5.91	NUM
economy-550	135	554	2.07	2.07	NUM
economy-550	135	555	2.15	2.15	NUM
economy-550	135	556	1.82	1.82	NUM
economy-550	135	557	1.41	1.41	NUM
economy-550	135	558	1.47	1.47	NUM
economy-550	135	559	1.26	1.26	NUM
economy-550	135	560	26.54	26.54	NUM
economy-550	135	561	26.83	26.83	NUM
economy-550	135	562	26.00	26.00	NUM
economy-550	135	563	10.43	10.43	NUM
economy-550	135	564	11.82	11.82	NUM
economy-550	135	565	9.29	9.29	NUM
economy-550	135	566	q4	q4	PROPN
economy-550	135	567	6.43	6.43	NUM
economy-550	135	568	6.86	6.86	NUM
economy-550	135	569	5.91	5.91	NUM
economy-550	135	570	2.03	2.03	NUM
economy-550	135	571	2.17	2.17	NUM
economy-550	135	572	1.74	1.74	NUM
economy-550	135	573	1.43	1.43	NUM
economy-550	135	574	1.45	1.45	NUM
economy-550	135	575	1.32	1.32	NUM
economy-550	135	576	26.68	26.68	NUM
economy-550	135	577	26.86	26.86	NUM
economy-550	135	578	26.04	26.04	NUM
economy-550	135	579	11.67	11.67	NUM
economy-550	135	580	13.16	13.16	NUM
economy-550	135	581	9.35	9.35	NUM
economy-550	135	582	1997	1997	NUM
economy-550	135	583	q1	q1	PROPN
economy-550	135	584	6.35	6.35	NUM
economy-550	135	585	6.78	6.78	NUM
economy-550	135	586	5.71	5.71	NUM
economy-550	135	587	1.82	1.82	NUM
economy-550	135	588	2.12	2.12	NUM
economy-550	135	589	1.73	1.73	NUM
economy-550	135	590	1.33	1.33	NUM
economy-550	135	591	1.53	1.53	NUM
economy-550	135	592	1.12	1.12	NUM
economy-550	135	593	26.01	26.01	NUM
economy-550	135	594	29.40	29.40	NUM
economy-550	135	595	21.22	21.22	NUM
economy-550	135	596	10.93	10.93	NUM
economy-550	135	597	15.09	15.09	NUM
economy-550	135	598	9.30	9.30	NUM
economy-550	135	599	q2	q2	NOUN
economy-550	135	600	6.65	6.65	NUM
economy-550	135	601	7.19	7.19	NUM
economy-550	135	602	5.77	5.77	NUM
economy-550	135	603	1.80	1.80	NUM
economy-550	135	604	2.08	2.08	NUM
economy-550	135	605	1.75	1.75	NUM
economy-550	135	606	1.36	1.36	NUM
economy-550	135	607	1.56	1.56	NUM
economy-550	135	608	0.90	0.90	NUM
economy-550	135	609	26.52	26.52	NUM
economy-550	135	610	30.37	30.37	NUM
economy-550	135	611	16.46	16.46	NUM
economy-550	135	612	13.09	13.09	NUM
economy-550	135	613	18.25	18.25	NUM
economy-550	135	614	9.16	9.16	NUM
economy-550	135	615	q3	q3	NOUN
economy-550	135	616	5.89	5.89	NUM
economy-550	135	617	7.33	7.33	NUM
economy-550	135	618	5.81	5.81	NUM
economy-550	135	619	1.93	1.93	NUM
economy-550	135	620	2.03	2.03	NUM
economy-550	135	621	1.76	1.76	NUM
economy-550	135	622	1.10	1.10	NUM
economy-550	135	623	1.47	1.47	NUM
economy-550	135	624	0.76	0.76	NUM
economy-550	135	625	20.79	20.79	NUM
economy-550	135	626	29.52	29.52	NUM
economy-550	135	627	12.49	12.49	NUM
economy-550	135	628	14.86	14.86	NUM
economy-550	135	629	19.36	19.36	NUM
economy-550	135	630	10.16	10.16	NUM
economy-550	135	631	q4	q4	NOUN
economy-550	135	632	7.09	7.09	NUM
economy-550	135	633	7.33	7.33	NUM
economy-550	135	634	5.79	5.79	NUM
economy-550	135	635	2.00	2.00	NUM
economy-550	135	636	2.03	2.03	NUM
economy-550	135	637	1.75	1.75	NUM
economy-550	135	638	0.93	0.93	NUM
economy-550	135	639	1.36	1.36	NUM
economy-550	135	640	0.71	0.71	NUM
economy-550	135	641	17.06	17.06	NUM
economy-550	135	642	26.70	26.70	NUM
economy-550	135	643	11.50	11.50	NUM
economy-550	135	644	17.97	17.97	NUM
economy-550	135	645	18.65	18.65	NUM
economy-550	135	646	12.15	12.15	NUM
economy-550	135	647	1998	1998	NUM
economy-550	135	648	q1	q1	PROPN
economy-550	135	649	6.89	6.89	NUM
economy-550	135	650	7.73	7.73	NUM
economy-550	135	651	4.61	4.61	NUM
economy-550	135	652	1.93	1.93	NUM
economy-550	135	653	2.04	2.04	NUM
economy-550	135	654	1.74	1.74	NUM
economy-550	135	655	0.87	0.87	NUM
economy-550	135	656	1.09	1.09	NUM
economy-550	135	657	0.78	0.78	NUM
economy-550	135	658	14.65	14.65	NUM
economy-550	135	659	20.71	20.71	NUM
economy-550	135	660	13.33	13.33	NUM
economy-550	135	661	16.94	16.94	NUM
economy-550	135	662	18.54	18.54	NUM
economy-550	135	663	12.44	12.44	NUM
economy-550	135	664	q2	q2	NOUN
economy-550	135	665	6.31	6.31	NUM
economy-550	135	666	7.72	7.72	NUM
economy-550	135	667	4.58	4.58	NUM
economy-550	135	668	1.80	1.80	NUM
economy-550	135	669	2.02	2.02	NUM
economy-550	135	670	1.73	1.73	NUM
economy-550	135	671	0.91	0.91	NUM
economy-550	135	672	1.04	1.04	NUM
economy-550	135	673	0.81	0.81	NUM
economy-550	135	674	16.47	16.47	NUM
economy-550	135	675	18.71	18.71	NUM
economy-550	135	676	14.36	14.36	NUM
economy-550	135	677	14.12	14.12	NUM
economy-550	135	678	18.55	18.55	NUM
economy-550	135	679	12.50	12.50	NUM
economy-550	135	680	q3	q3	NOUN
economy-550	135	681	4.66	4.66	NUM
economy-550	135	682	7.32	7.32	NUM
economy-550	135	683	4.64	4.64	NUM
economy-550	135	684	1.78	1.78	NUM
economy-550	135	685	1.94	1.94	NUM
economy-550	135	686	1.72	1.72	NUM
economy-550	135	687	0.86	0.86	NUM
economy-550	135	688	1.06	1.06	NUM
economy-550	135	689	0.81	0.81	NUM
economy-550	135	690	16.14	16.14	NUM
economy-550	135	691	19.23	19.23	NUM
economy-550	135	692	14.28	14.28	NUM
economy-550	135	693	13.56	13.56	NUM
economy-550	135	694	16.90	16.90	NUM
economy-550	135	695	12.54	12.54	NUM
economy-550	135	696	q4	q4	PROPN
economy-550	135	697	5.80	5.80	NUM
economy-550	135	698	6.78	6.78	NUM
economy-550	135	699	4.59	4.59	NUM
economy-550	135	700	1.86	1.86	NUM
economy-550	135	701	1.87	1.87	NUM
economy-550	135	702	1.74	1.74	NUM
economy-550	135	703	1.04	1.04	NUM
economy-550	135	704	1.06	1.06	NUM
economy-550	135	705	0.83	0.83	NUM
economy-550	135	706	18.36	18.36	NUM
economy-550	135	707	19.03	19.03	NUM
economy-550	135	708	15.75	15.75	NUM
economy-550	135	709	15.05	15.05	NUM
economy-550	135	710	15.67	15.67	NUM
economy-550	135	711	11.66	11.66	NUM
economy-550	135	712	1999	1999	NUM
economy-550	135	713	q1	q1	PROPN
economy-550	135	714	6.25	6.25	NUM
economy-550	135	715	6.43	6.43	NUM
economy-550	135	716	4.46	4.46	NUM
economy-550	135	717	1.76	1.76	NUM
economy-550	135	718	1.94	1.94	NUM
economy-550	135	719	1.72	1.72	NUM
economy-550	135	720	1.00	1.00	NUM
economy-550	135	721	1.06	1.06	NUM
economy-550	135	722	0.83	0.83	NUM
economy-550	135	723	18.16	18.16	NUM
economy-550	135	724	19.01	19.01	NUM
economy-550	135	725	16.19	16.19	NUM
economy-550	135	726	13.95	13.95	NUM
economy-550	135	727	15.45	15.45	NUM
economy-550	135	728	11.31	11.31	NUM
economy-550	135	729	q2	q2	NOUN
economy-550	135	730	5.39	5.39	NUM
economy-550	135	731	6.36	6.36	NUM
economy-550	135	732	4.98	4.98	NUM
economy-550	135	733	1.82	1.82	NUM
economy-550	135	734	1.95	1.95	NUM
economy-550	135	735	1.69	1.69	NUM
economy-550	135	736	0.92	0.92	NUM
economy-550	135	737	1.05	1.05	NUM
economy-550	135	738	0.85	0.85	NUM
economy-550	135	739	17.83	17.83	NUM
economy-550	135	740	18.47	18.47	NUM
economy-550	135	741	17.33	17.33	NUM
economy-550	135	742	11.67	11.67	NUM
economy-550	135	743	15.47	15.47	NUM
economy-550	135	744	11.32	11.32	NUM
economy-550	135	745	q3	q3	NOUN
economy-550	135	746	5.13	5.13	NUM
economy-550	135	747	6.55	6.55	NUM
economy-550	135	748	4.95	4.95	NUM
economy-550	135	749	1.93	1.93	NUM
economy-550	135	750	1.94	1.94	NUM
economy-550	135	751	1.69	1.69	NUM
economy-550	135	752	0.90	0.90	NUM
economy-550	135	753	1.00	1.00	NUM
economy-550	135	754	0.87	0.87	NUM
economy-550	135	755	17.50	17.50	NUM
economy-550	135	756	18.40	18.40	NUM
economy-550	135	757	17.36	17.36	NUM
economy-550	135	758	12.68	12.68	NUM
economy-550	135	759	15.54	15.54	NUM
economy-550	135	760	11.29	11.29	NUM
economy-550	135	761	q4	q4	PROPN
economy-550	135	762	5.77	5.77	NUM
economy-550	135	763	6.41	6.41	NUM
economy-550	135	764	4.99	4.99	NUM
economy-550	135	765	1.73	1.73	NUM
economy-550	135	766	1.97	1.97	NUM
economy-550	135	767	1.72	1.72	NUM
economy-550	135	768	0.91	0.91	NUM
economy-550	135	769	0.94	0.94	NUM
economy-550	135	770	0.88	0.88	NUM
economy-550	135	771	17.65	17.65	NUM
economy-550	135	772	18.25	18.25	NUM
economy-550	135	773	17.25	17.25	NUM
economy-550	135	774	13.63	13.63	NUM
economy-550	135	775	15.54	15.54	NUM
economy-550	135	776	11.29	11.29	NUM
economy-550	135	777	2000	2000	NUM
economy-550	135	778	q1	q1	PROPN
economy-550	135	779	6.22	6.22	NUM
economy-550	135	780	6.45	6.45	NUM
economy-550	135	781	4.84	4.84	NUM
economy-550	135	782	1.82	1.82	NUM
economy-550	135	783	1.99	1.99	NUM
economy-550	135	784	1.73	1.73	NUM
economy-550	135	785	0.94	0.94	NUM
economy-550	135	786	0.98	0.98	NUM
economy-550	135	787	0.78	0.78	NUM
economy-550	135	788	18.25	18.25	NUM
economy-550	135	789	18.43	18.43	NUM
economy-550	135	790	16.60	16.60	NUM
economy-550	135	791	15.15	15.15	NUM
economy-550	135	792	15.51	15.51	NUM
economy-550	135	793	12.47	12.47	NUM
economy-550	135	794	q2	q2	NOUN
economy-550	135	795	5.99	5.99	NUM
economy-550	135	796	6.62	6.62	NUM
economy-550	136	1	5.13	5.13	NUM
economy-550	136	2	1.90	1.90	NUM
economy-550	136	3	1.97	1.97	NUM
economy-550	136	4	1.73	1.73	NUM
economy-550	136	5	0.90	0.90	NUM
economy-550	136	6	0.97	0.97	NUM
economy-550	136	7	0.76	0.76	NUM
economy-550	136	8	17.52	17.52	NUM
economy-550	136	9	18.62	18.62	NUM
economy-550	136	10	15.83	15.83	NUM
economy-550	136	11	13.94	13.94	NUM
economy-550	136	12	16.81	16.81	NUM
economy-550	136	13	12.82	12.82	NUM
economy-550	136	14	q3	q3	NOUN
economy-550	136	15	5.13	5.13	NUM
economy-550	136	16	6.81	6.81	NUM
economy-550	136	17	5.18	5.18	NUM
economy-550	136	18	1.90	1.90	NUM
economy-550	136	19	1.94	1.94	NUM
economy-550	136	20	1.82	1.82	NUM
economy-550	136	21	0.78	0.78	NUM
economy-550	136	22	0.97	0.97	NUM
economy-550	136	23	0.76	0.76	NUM
economy-550	136	24	16.66	16.66	NUM
economy-550	136	25	18.44	18.44	NUM
economy-550	136	26	15.41	15.41	NUM
economy-550	136	27	14.58	14.58	NUM
economy-550	136	28	17.53	17.53	NUM
economy-550	136	29	13.36	13.36	NUM
economy-550	136	30	q4	q4	PROPN
economy-550	136	31	6.27	6.27	NUM
economy-550	136	32	6.72	6.72	NUM
economy-550	136	33	5.14	5.14	NUM
economy-550	136	34	1.91	1.91	NUM
economy-550	136	35	1.93	1.93	NUM
economy-550	136	36	1.84	1.84	NUM
economy-550	136	37	0.81	0.81	NUM
economy-550	136	38	0.93	0.93	NUM
economy-550	136	39	0.76	0.76	NUM
economy-550	136	40	16.06	16.06	NUM
economy-550	136	41	17.69	17.69	NUM
economy-550	136	42	14.94	14.94	NUM
economy-550	136	43	16.76	16.76	NUM
economy-550	136	44	17.82	17.82	NUM
economy-550	136	45	13.53	13.53	NUM
economy-550	136	46	2001	2001	NUM
economy-550	136	47	q1	q1	PROPN
economy-550	136	48	6.38	6.38	NUM
economy-550	136	49	6.72	6.72	NUM
economy-550	136	50	4.84	4.84	NUM
economy-550	136	51	1.85	1.85	NUM
economy-550	136	52	1.92	1.92	NUM
economy-550	136	53	1.83	1.83	NUM
economy-550	136	54	0.90	0.90	NUM
economy-550	136	55	0.92	0.92	NUM
economy-550	136	56	0.77	0.77	NUM
economy-550	136	57	16.13	16.13	NUM
economy-550	136	58	16.84	16.84	NUM
economy-550	136	59	14.95	14.95	NUM
economy-550	136	60	16.80	16.80	NUM
economy-550	136	61	17.59	17.59	NUM
economy-550	136	62	14.66	14.66	NUM
economy-550	136	63	q2	q2	NOUN
economy-550	136	64	5.89	5.89	NUM
economy-550	136	65	7.00	7.00	NUM
economy-550	136	66	5.18	5.18	NUM
economy-550	136	67	1.85	1.85	NUM
economy-550	136	68	1.91	1.91	NUM
economy-550	136	69	1.83	1.83	NUM
economy-550	136	70	0.86	0.86	NUM
economy-550	136	71	0.95	0.95	NUM
economy-550	136	72	0.80	0.80	NUM
economy-550	136	73	15.20	15.20	NUM
economy-550	136	74	16.41	16.41	NUM
economy-550	136	75	15.08	15.08	NUM
economy-550	136	76	16.30	16.30	NUM
economy-550	136	77	17.58	17.58	NUM
economy-550	136	78	15.85	15.85	NUM
economy-550	136	79	q3	q3	NOUN
economy-550	136	80	5.21	5.21	NUM
economy-550	136	81	6.98	6.98	NUM
economy-550	136	82	5.17	5.17	NUM
economy-550	136	83	1.87	1.87	NUM
economy-550	136	84	1.88	1.88	NUM
economy-550	136	85	1.84	1.84	NUM
economy-550	136	86	0.86	0.86	NUM
economy-550	136	87	1.01	1.01	NUM
economy-550	136	88	0.81	0.81	NUM
economy-550	136	89	15.43	15.43	NUM
economy-550	136	90	16.56	16.56	NUM
economy-550	136	91	15.04	15.04	NUM
economy-550	136	92	16.18	16.18	NUM
economy-550	136	93	18.41	18.41	NUM
economy-550	136	94	15.61	15.61	NUM
economy-550	136	95	q4	q4	PROPN
economy-550	136	96	6.68	6.68	NUM
economy-550	136	97	6.94	6.94	NUM
economy-550	136	98	5.17	5.17	NUM
economy-550	136	99	1.87	1.87	NUM
economy-550	136	100	1.89	1.89	NUM
economy-550	136	101	1.81	1.81	NUM
economy-550	136	102	0.94	0.94	NUM
economy-550	136	103	1.02	1.02	NUM
economy-550	136	104	0.82	0.82	NUM
economy-550	136	105	15.91	15.91	NUM
economy-550	136	106	16.79	16.79	NUM
economy-550	136	107	14.96	14.96	NUM
economy-550	136	108	17.53	17.53	NUM
economy-550	136	109	18.46	18.46	NUM
economy-550	136	110	15.18	15.18	NUM
economy-550	136	111	2002	2002	NUM
economy-550	136	112	q1	q1	PROPN
economy-550	136	113	6.21	6.21	NUM
economy-550	136	114	6.93	6.93	NUM
economy-550	136	115	5.06	5.06	NUM
economy-550	136	116	1.84	1.84	NUM
economy-550	136	117	1.89	1.89	NUM
economy-550	136	118	1.80	1.80	NUM
economy-550	136	119	1.00	1.00	NUM
economy-550	136	120	1.02	1.02	NUM
economy-550	136	121	0.85	0.85	NUM
economy-550	136	122	16.32	16.32	NUM
economy-550	136	123	17.13	17.13	NUM
economy-550	136	124	15.30	15.30	NUM
economy-550	136	125	18.24	18.24	NUM
economy-550	136	126	18.48	18.48	NUM
economy-550	136	127	15.04	15.04	NUM
economy-550	136	128	q2	q2	NOUN
economy-550	136	129	6.27	6.27	NUM
economy-550	136	130	7.39	7.39	NUM
economy-550	136	131	5.41	5.41	NUM
economy-550	136	132	1.81	1.81	NUM
economy-550	136	133	1.89	1.89	NUM
economy-550	136	134	1.80	1.80	NUM
economy-550	136	135	0.95	0.95	NUM
economy-550	136	136	1.01	1.01	NUM
economy-550	136	137	0.89	0.89	NUM
economy-550	136	138	16.53	16.53	NUM
economy-550	136	139	17.11	17.11	NUM
economy-550	136	140	15.86	15.86	NUM
economy-550	136	141	15.85	15.85	NUM
economy-550	136	142	18.75	18.75	NUM
economy-550	136	143	15.33	15.33	NUM
economy-550	136	144	q3	q3	NOUN
economy-550	136	145	5.60	5.60	NUM
economy-550	136	146	7.67	7.67	NUM
economy-550	136	147	5.36	5.36	NUM
economy-550	136	148	1.81	1.81	NUM
economy-550	136	149	1.88	1.88	NUM
economy-550	136	150	1.79	1.79	NUM
economy-550	136	151	0.90	0.90	NUM
economy-550	136	152	1.02	1.02	NUM
economy-550	136	153	0.89	0.89	NUM
economy-550	136	154	16.90	16.90	NUM
economy-550	136	155	17.24	17.24	NUM
economy-550	136	156	16.22	16.22	NUM
economy-550	136	157	15.99	15.99	NUM
economy-550	136	158	19.84	19.84	NUM
economy-550	136	159	14.98	14.98	NUM
economy-550	136	160	q4	q4	PROPN
economy-550	136	161	7.26	7.26	NUM
economy-550	136	162	7.70	7.70	NUM
economy-550	136	163	5.44	5.44	NUM
economy-550	136	164	1.88	1.88	NUM
economy-550	136	165	1.88	1.88	NUM
economy-550	136	166	1.79	1.79	NUM
economy-550	136	167	0.94	0.94	NUM
economy-550	136	168	1.01	1.01	NUM
economy-550	136	169	0.90	0.90	NUM
economy-550	136	170	16.76	16.76	NUM
economy-550	136	171	17.35	17.35	NUM
economy-550	136	172	16.46	16.46	NUM
economy-550	136	173	17.58	17.58	NUM
economy-550	136	174	19.55	19.55	NUM
economy-550	136	175	14.92	14.92	NUM
economy-550	136	176	2003	2003	NUM
economy-550	136	177	q1	q1	PROPN
economy-550	136	178	7.24	7.24	NUM
economy-550	136	179	7.72	7.72	NUM
economy-550	136	180	5.24	5.24	NUM
economy-550	136	181	1.83	1.83	NUM
economy-550	136	182	1.89	1.89	NUM
economy-550	136	183	1.79	1.79	NUM
economy-550	136	184	0.99	0.99	NUM
economy-550	136	185	1.01	1.01	NUM
economy-550	136	186	0.90	0.90	NUM
economy-550	136	187	17.13	17.13	NUM
economy-550	136	188	17.79	17.79	NUM
economy-550	136	189	16.52	16.52	NUM
economy-550	136	190	19.39	19.39	NUM
economy-550	136	191	19.58	19.58	NUM
economy-550	136	192	15.66	15.66	NUM
economy-550	136	193	q2	q2	NOUN
economy-550	136	194	6.48	6.48	NUM
economy-550	136	195	7.97	7.97	NUM
economy-550	136	196	5.75	5.75	NUM
economy-550	136	197	1.81	1.81	NUM
economy-550	136	198	1.92	1.92	NUM
economy-550	136	199	1.80	1.80	NUM
economy-550	136	200	0.98	0.98	NUM
economy-550	136	201	1.01	1.01	NUM
economy-550	136	202	0.93	0.93	NUM
economy-550	136	203	17.21	17.21	NUM
economy-550	136	204	18.98	18.98	NUM
economy-550	136	205	16.17	16.17	NUM
economy-550	136	206	17.35	17.35	NUM
economy-550	136	207	19.98	19.98	NUM
economy-550	136	208	16.65	16.65	NUM
economy-550	136	209	q3	q3	NOUN
economy-550	136	210	5.83	5.83	NUM
economy-550	136	211	7.97	7.97	NUM
economy-550	136	212	5.75	5.75	NUM
economy-550	136	213	1.86	1.86	NUM
economy-550	136	214	1.91	1.91	NUM
economy-550	136	215	1.80	1.80	NUM
economy-550	136	216	0.95	0.95	NUM
economy-550	136	217	1.01	1.01	NUM
economy-550	136	218	0.95	0.95	NUM
economy-550	136	219	17.78	17.78	NUM
economy-550	136	220	19.76	19.76	NUM
economy-550	136	221	16.43	16.43	NUM
economy-550	136	222	17.78	17.78	NUM
economy-550	136	223	20.42	20.42	NUM
economy-550	136	224	17.00	17.00	NUM
economy-550	136	225	q4	q4	PROPN
economy-550	136	226	7.49	7.49	NUM
economy-550	136	227	7.78	7.78	NUM
economy-550	136	228	5.56	5.56	NUM
economy-550	136	229	1.90	1.90	NUM
economy-550	136	230	1.91	1.91	NUM
economy-550	136	231	1.80	1.80	NUM
economy-550	136	232	0.98	0.98	NUM
economy-550	136	233	1.01	1.01	NUM
economy-550	136	234	0.93	0.93	NUM
economy-550	136	235	18.99	18.99	NUM
economy-550	136	236	19.88	19.88	NUM
economy-550	136	237	16.97	16.97	NUM
economy-550	136	238	19.48	19.48	NUM
economy-550	136	239	20.29	20.29	NUM
economy-550	136	240	17.01	17.01	NUM
economy-550	136	241	2004	2004	NUM
economy-550	136	242	q1	q1	PROPN
economy-550	136	243	7.26	7.26	NUM
economy-550	136	244	7.79	7.79	NUM
economy-550	136	245	5.36	5.36	NUM
economy-550	136	246	1.85	1.85	NUM
economy-550	136	247	1.90	1.90	NUM
economy-550	136	248	1.82	1.82	NUM
economy-550	136	249	0.99	0.99	NUM
economy-550	136	250	1.01	1.01	NUM
economy-550	136	251	0.90	0.90	NUM
economy-550	136	252	19.37	19.37	NUM
economy-550	136	253	19.65	19.65	NUM
economy-550	136	254	17.72	17.72	NUM
economy-550	136	255	19.56	19.56	NUM
economy-550	136	256	20.21	20.21	NUM
economy-550	136	257	17.86	17.86	NUM
economy-550	136	258	q2	q2	NOUN
economy-550	136	259	6.30	6.30	NUM
economy-550	136	260	8.04	8.04	NUM
economy-550	136	261	5.77	5.77	NUM
economy-550	136	262	1.84	1.84	NUM
economy-550	136	263	1.90	1.90	NUM
economy-550	136	264	1.82	1.82	NUM
economy-550	136	265	0.93	0.93	NUM
economy-550	136	266	1.02	1.02	NUM
economy-550	136	267	0.90	0.90	NUM
economy-550	136	268	18.78	18.78	NUM
economy-550	136	269	19.74	19.74	NUM
economy-550	136	270	18.35	18.35	NUM
economy-550	136	271	19.07	19.07	NUM
economy-550	136	272	19.93	19.93	NUM
economy-550	136	273	18.98	18.98	NUM
economy-550	136	274	q3	q3	NOUN
economy-550	136	275	6.00	6.00	NUM
economy-550	136	276	7.76	7.76	NUM
economy-550	136	277	5.75	5.75	NUM
economy-550	136	278	1.86	1.86	NUM
economy-550	136	279	1.88	1.88	NUM
economy-550	136	280	1.80	1.80	NUM
economy-550	136	281	0.91	0.91	NUM
economy-550	136	282	1.05	1.05	NUM
economy-550	136	283	0.89	0.89	NUM
economy-550	136	284	18.51	18.51	NUM
economy-550	136	285	20.47	20.47	NUM
economy-550	136	286	18.16	18.16	NUM
economy-550	136	287	19.30	19.30	NUM
economy-550	136	288	20.18	20.18	NUM
economy-550	136	289	18.94	18.94	NUM
economy-550	136	290	q4	q4	PROPN
economy-550	136	291	7.48	7.48	NUM
economy-550	136	292	7.49	7.49	NUM
economy-550	136	293	5.62	5.62	NUM
economy-550	136	294	1.85	1.85	NUM
economy-550	136	295	1.88	1.88	NUM
economy-550	136	296	1.78	1.78	NUM
economy-550	136	297	0.97	0.97	NUM
economy-550	136	298	1.03	1.03	NUM
economy-550	136	299	0.88	0.88	NUM
economy-550	136	300	19.57	19.57	NUM
economy-550	136	301	20.49	20.49	NUM
economy-550	136	302	18.17	18.17	NUM
economy-550	136	303	19.86	19.86	NUM
economy-550	136	304	20.20	20.20	NUM
economy-550	136	305	18.95	18.95	NUM
economy-550	136	306	2005	2005	NUM
economy-550	136	307	q1	q1	NOUN
economy-550	136	308	6.75	6.75	NUM
economy-550	136	309	7.56	7.56	NUM
economy-550	136	310	5.32	5.32	NUM
economy-550	136	311	1.79	1.79	NUM
economy-550	136	312	1.93	1.93	NUM
economy-550	136	313	1.75	1.75	NUM
economy-550	136	314	1.03	1.03	NUM
economy-550	136	315	1.04	1.04	NUM
economy-550	136	316	0.84	0.84	NUM
economy-550	136	317	20.34	20.34	NUM
economy-550	136	318	20.50	20.50	NUM
economy-550	136	319	18.38	18.38	NUM
economy-550	136	320	20.01	20.01	NUM
economy-550	136	321	20.87	20.87	NUM
economy-550	136	322	19.00	19.00	NUM
economy-550	136	323	q2	q2	NOUN
economy-550	136	324	6.27	6.27	NUM
economy-550	136	325	7.84	7.84	NUM
economy-550	136	326	5.54	5.54	NUM
economy-550	136	327	1.79	1.79	NUM
economy-550	136	328	2.01	2.01	NUM
economy-550	136	329	1.73	1.73	NUM
economy-550	136	330	0.93	0.93	NUM
economy-550	136	331	1.05	1.05	NUM
economy-550	136	332	0.86	0.86	NUM
economy-550	136	333	19.46	19.46	NUM
economy-550	136	334	20.44	20.44	NUM
economy-550	136	335	19.05	19.05	NUM
economy-550	136	336	19.64	19.64	NUM
economy-550	136	337	22.31	22.31	NUM
economy-550	136	338	18.76	18.76	NUM
economy-550	136	339	q3	q3	NOUN
economy-550	136	340	5.72	5.72	NUM
economy-550	136	341	7.56	7.56	NUM
economy-550	136	342	5.62	5.62	NUM
economy-550	136	343	1.93	1.93	NUM
economy-550	136	344	2.04	2.04	NUM
economy-550	136	345	1.74	1.74	NUM
economy-550	136	346	0.87	0.87	NUM
economy-550	136	347	1.08	1.08	NUM
economy-550	136	348	0.86	0.86	NUM
economy-550	136	349	19.32	19.32	NUM
economy-550	136	350	21.25	21.25	NUM
economy-550	136	351	18.87	18.87	NUM
economy-550	136	352	20.86	20.86	NUM
economy-550	136	353	22.79	22.79	NUM
economy-550	136	354	19.08	19.08	NUM
economy-550	136	355	q4	q4	PROPN
economy-550	136	356	7.23	7.23	NUM
economy-550	136	357	7.49	7.49	NUM
economy-550	136	358	5.57	5.57	NUM
economy-550	136	359	1.99	1.99	NUM
economy-550	136	360	2.06	2.06	NUM
economy-550	136	361	1.80	1.80	NUM
economy-550	136	362	0.98	0.98	NUM
economy-550	136	363	1.06	1.06	NUM
economy-550	136	364	0.86	0.86	NUM
economy-550	136	365	20.04	20.04	NUM
economy-550	136	366	21.92	21.92	NUM
economy-550	136	367	18.68	18.68	NUM
economy-550	136	368	22.32	22.32	NUM
economy-550	136	369	22.79	22.79	NUM
economy-550	136	370	19.05	19.05	NUM
economy-550	136	371	http://fx.com/	http://fx.com/	PROPN
economy-550	136	372	economy	economy	NOUN
economy-550	136	373	,	,	PUNCT
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economy-550	136	375	,	,	PUNCT
economy-550	136	376	1(1	1(1	NUM
economy-550	136	377	):	):	PUNCT
economy-550	136	378	20	20	NUM
economy-550	136	379	-	-	SYM
economy-550	136	380	31	31	NUM
economy-550	136	381	26	26	NUM
economy-550	136	382	dg	dg	PROPN
economy-550	136	383	dmb	dmb	PROPN
economy-550	136	384	dx	dx	PROPN
economy-550	136	385	de	de	PROPN
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economy-550	136	387	dres	dres	PROPN
economy-550	136	388	2006	2006	NUM
economy-550	136	389	q1	q1	PROPN
economy-550	136	390	6.99	6.99	NUM
economy-550	136	391	7.53	7.53	NUM
economy-550	136	392	5.36	5.36	NUM
economy-550	136	393	1.94	1.94	NUM
economy-550	136	394	2.06	2.06	NUM
economy-550	136	395	1.90	1.90	NUM
economy-550	136	396	1.03	1.03	NUM
economy-550	136	397	1.06	1.06	NUM
economy-550	136	398	0.86	0.86	NUM
economy-550	136	399	21.14	21.14	NUM
economy-550	136	400	22.63	22.63	NUM
economy-550	136	401	19.01	19.01	NUM
economy-550	136	402	21.84	21.84	NUM
economy-550	136	403	22.82	22.82	NUM
economy-550	136	404	18.99	18.99	NUM
economy-550	136	405	q2	q2	NOUN
economy-550	136	406	6.45	6.45	NUM
economy-550	136	407	8.00	8.00	NUM
economy-550	136	408	5.68	5.68	NUM
economy-550	136	409	1.98	1.98	NUM
economy-550	136	410	2.11	2.11	NUM
economy-550	136	411	1.92	1.92	NUM
economy-550	136	412	0.99	0.99	NUM
economy-550	136	413	1.05	1.05	NUM
economy-550	136	414	0.93	0.93	NUM
economy-550	136	415	21.56	21.56	NUM
economy-550	136	416	23.56	23.56	NUM
economy-550	136	417	19.68	19.68	NUM
economy-550	136	418	19.95	19.95	NUM
economy-550	136	419	22.80	22.80	NUM
economy-550	136	420	18.47	18.47	NUM
economy-550	136	421	q3	q3	NOUN
economy-550	136	422	5.84	5.84	NUM
economy-550	136	423	7.88	7.88	NUM
economy-550	136	424	5.66	5.66	NUM
economy-550	136	425	2.06	2.06	NUM
economy-550	136	426	2.15	2.15	NUM
economy-550	136	427	1.92	1.92	NUM
economy-550	136	428	0.93	0.93	NUM
economy-550	136	429	1.09	1.09	NUM
economy-550	136	430	0.92	0.92	NUM
economy-550	136	431	22.05	22.05	NUM
economy-550	136	432	25.41	25.41	NUM
economy-550	136	433	19.95	19.95	NUM
economy-550	136	434	19.54	19.54	NUM
economy-550	136	435	21.72	21.72	NUM
economy-550	136	436	18.26	18.26	NUM
economy-550	136	437	q4	q4	PROPN
economy-550	136	438	7.70	7.70	NUM
economy-550	136	439	7.77	7.77	NUM
economy-550	136	440	5.55	5.55	NUM
economy-550	136	441	2.09	2.09	NUM
economy-550	136	442	2.14	2.14	NUM
economy-550	136	443	1.99	1.99	NUM
economy-550	136	444	1.02	1.02	NUM
economy-550	136	445	1.09	1.09	NUM
economy-550	136	446	0.92	0.92	NUM
economy-550	136	447	23.32	23.32	NUM
economy-550	136	448	26.87	26.87	NUM
economy-550	136	449	20.46	20.46	NUM
economy-550	136	450	19.53	19.53	NUM
economy-550	136	451	20.48	20.48	NUM
economy-550	136	452	17.92	17.92	NUM
economy-550	136	453	2007	2007	NUM
economy-550	136	454	q1	q1	PROPN
economy-550	136	455	6.87	6.87	NUM
economy-550	136	456	7.81	7.81	NUM
economy-550	136	457	5.22	5.22	NUM
economy-550	136	458	2.10	2.10	NUM
economy-550	136	459	2.15	2.15	NUM
economy-550	136	460	2.05	2.05	NUM
economy-550	136	461	1.06	1.06	NUM
economy-550	136	462	1.09	1.09	NUM
economy-550	136	463	0.93	0.93	NUM
economy-550	136	464	25.33	25.33	NUM
economy-550	136	465	28.32	28.32	NUM
economy-550	136	466	21.37	21.37	NUM
economy-550	136	467	19.11	19.11	NUM
economy-550	136	468	20.46	20.46	NUM
economy-550	136	469	16.74	16.74	NUM
economy-550	136	470	q2	q2	NOUN
economy-550	136	471	6.42	6.42	NUM
economy-550	136	472	8.21	8.21	NUM
economy-550	136	473	5.54	5.54	NUM
economy-550	136	474	2.10	2.10	NUM
economy-550	136	475	2.22	2.22	NUM
economy-550	136	476	2.04	2.04	NUM
economy-550	136	477	1.03	1.03	NUM
economy-550	136	478	1.06	1.06	NUM
economy-550	136	479	0.98	0.98	NUM
economy-550	136	480	26.08	26.08	NUM
economy-550	136	481	29.58	29.58	NUM
economy-550	136	482	22.82	22.82	NUM
economy-550	136	483	17.88	17.88	NUM
economy-550	136	484	19.96	19.96	NUM
economy-550	136	485	16.43	16.43	NUM
economy-550	136	486	q3	q3	NOUN
economy-550	136	487	5.75	5.75	NUM
economy-550	136	488	7.94	7.94	NUM
economy-550	136	489	5.60	5.60	NUM
economy-550	136	490	2.15	2.15	NUM
economy-550	136	491	2.22	2.22	NUM
economy-550	136	492	2.06	2.06	NUM
economy-550	136	493	1.00	1.00	NUM
economy-550	136	494	1.08	1.08	NUM
economy-550	136	495	0.98	0.98	NUM
economy-550	136	496	27.43	27.43	NUM
economy-550	136	497	29.93	29.93	NUM
economy-550	136	498	24.72	24.72	NUM
economy-550	136	499	16.93	16.93	NUM
economy-550	136	500	20.15	20.15	NUM
economy-550	136	501	14.03	14.03	NUM
economy-550	136	502	q4	q4	PROPN
economy-550	136	503	7.63	7.63	NUM
economy-550	136	504	7.97	7.97	NUM
economy-550	136	505	5.62	5.62	NUM
economy-550	136	506	2.22	2.22	NUM
economy-550	136	507	2.22	2.22	NUM
economy-550	136	508	2.08	2.08	NUM
economy-550	136	509	1.00	1.00	NUM
economy-550	136	510	1.05	1.05	NUM
economy-550	136	511	0.98	0.98	NUM
economy-550	136	512	28.84	28.84	NUM
economy-550	136	513	29.71	29.71	NUM
economy-550	136	514	25.94	25.94	NUM
economy-550	136	515	17.51	17.51	NUM
economy-550	136	516	19.03	19.03	NUM
economy-550	136	517	13.34	13.34	NUM
economy-550	136	518	2008	2008	NUM
economy-550	136	519	q1	q1	PROPN
economy-550	136	520	7.20	7.20	NUM
economy-550	136	521	8.01	8.01	NUM
economy-550	136	522	5.42	5.42	NUM
economy-550	136	523	2.13	2.13	NUM
economy-550	136	524	2.23	2.23	NUM
economy-550	136	525	2.11	2.11	NUM
economy-550	136	526	1.05	1.05	NUM
economy-550	136	527	1.08	1.08	NUM
economy-550	136	528	0.92	0.92	NUM
economy-550	136	529	28.94	28.94	NUM
economy-550	136	530	29.50	29.50	NUM
economy-550	136	531	26.37	26.37	NUM
economy-550	136	532	14.02	14.02	NUM
economy-550	136	533	18.09	18.09	NUM
economy-550	136	534	13.23	13.23	NUM
economy-550	136	535	q2	q2	NOUN
economy-550	136	536	6.97	6.97	NUM
economy-550	136	537	7.87	7.87	NUM
economy-550	136	538	5.84	5.84	NUM
economy-550	136	539	2.16	2.16	NUM
economy-550	136	540	2.31	2.31	NUM
economy-550	136	541	1.96	1.96	NUM
economy-550	136	542	1.01	1.01	NUM
economy-550	136	543	1.09	1.09	NUM
economy-550	136	544	0.92	0.92	NUM
economy-550	136	545	27.82	27.82	NUM
economy-550	136	546	29.98	29.98	NUM
economy-550	136	547	25.05	25.05	NUM
economy-550	136	548	14.58	14.58	NUM
economy-550	136	549	17.55	17.55	NUM
economy-550	136	550	12.28	12.28	NUM
economy-550	136	551	q3	q3	NOUN
economy-550	136	552	6.02	6.02	NUM
economy-550	136	553	7.38	7.38	NUM
economy-550	136	554	5.84	5.84	NUM
economy-550	136	555	2.21	2.21	NUM
economy-550	136	556	2.28	2.28	NUM
economy-550	136	557	1.87	1.87	NUM
economy-550	136	558	0.92	0.92	NUM
economy-550	136	559	1.17	1.17	NUM
economy-550	136	560	0.90	0.90	NUM
economy-550	136	561	26.65	26.65	NUM
economy-550	136	562	29.43	29.43	NUM
economy-550	136	563	24.05	24.05	NUM
economy-550	136	564	15.26	15.26	NUM
economy-550	136	565	15.66	15.66	NUM
economy-550	136	566	12.18	12.18	NUM
economy-550	136	567	q4	q4	PROPN
economy-550	136	568	6.46	6.46	NUM
economy-550	136	569	6.99	6.99	NUM
economy-550	136	570	5.82	5.82	NUM
economy-550	136	571	1.95	1.95	NUM
economy-550	136	572	2.26	2.26	NUM
economy-550	136	573	1.81	1.81	NUM
economy-550	136	574	1.04	1.04	NUM
economy-550	136	575	1.24	1.24	NUM
economy-550	136	576	0.88	0.88	NUM
economy-550	136	577	25.34	25.34	NUM
economy-550	136	578	27.94	27.94	NUM
economy-550	136	579	24.11	24.11	NUM
economy-550	136	580	13.21	13.21	NUM
economy-550	136	581	15.73	15.73	NUM
economy-550	136	582	11.33	11.33	NUM
economy-550	136	583	2009	2009	NUM
economy-550	136	584	q1	q1	PROPN
economy-550	136	585	6.39	6.39	NUM
economy-550	136	586	6.81	6.81	NUM
economy-550	136	587	5.34	5.34	NUM
economy-550	136	588	1.93	1.93	NUM
economy-550	136	589	2.19	2.19	NUM
economy-550	136	590	1.81	1.81	NUM
economy-550	136	591	1.15	1.15	NUM
economy-550	136	592	1.25	1.25	NUM
economy-550	136	593	0.90	0.90	NUM
economy-550	136	594	24.95	24.95	NUM
economy-550	136	595	26.85	26.85	NUM
economy-550	136	596	24.57	24.57	NUM
economy-550	136	597	12.54	12.54	NUM
economy-550	136	598	15.28	15.28	NUM
economy-550	136	599	10.51	10.51	NUM
economy-550	136	600	q2	q2	NOUN
economy-550	136	601	6.18	6.18	NUM
economy-550	136	602	7.01	7.01	NUM
economy-550	136	603	5.37	5.37	NUM
economy-550	136	604	1.92	1.92	NUM
economy-550	136	605	2.02	2.02	NUM
economy-550	136	606	1.90	1.90	NUM
economy-550	136	607	1.20	1.20	NUM
economy-550	136	608	1.21	1.21	NUM
economy-550	136	609	1.00	1.00	NUM
economy-550	136	610	25.37	25.37	NUM
economy-550	136	611	27.67	27.67	NUM
economy-550	136	612	24.16	24.16	NUM
economy-550	136	613	12.04	12.04	NUM
economy-550	136	614	13.32	13.32	NUM
economy-550	136	615	11.15	11.15	NUM
economy-550	136	616	q3	q3	NOUN
economy-550	136	617	5.33	5.33	NUM
economy-550	136	618	7.18	7.18	NUM
economy-550	136	619	5.34	5.34	NUM
economy-550	136	620	1.98	1.98	NUM
economy-550	136	621	2.08	2.08	NUM
economy-550	136	622	1.89	1.89	NUM
economy-550	136	623	1.06	1.06	NUM
economy-550	136	624	1.22	1.22	NUM
economy-550	136	625	1.04	1.04	NUM
economy-550	136	626	26.24	26.24	NUM
economy-550	136	627	29.35	29.35	NUM
economy-550	136	628	23.94	23.94	NUM
economy-550	136	629	11.42	11.42	NUM
economy-550	136	630	12.90	12.90	NUM
economy-550	136	631	11.33	11.33	NUM
economy-550	136	632	q4	q4	PROPN
economy-550	136	633	6.60	6.60	NUM
economy-550	136	634	7.22	7.22	NUM
economy-550	136	635	5.35	5.35	NUM
economy-550	136	636	2.01	2.01	NUM
economy-550	136	637	2.08	2.08	NUM
economy-550	136	638	1.91	1.91	NUM
economy-550	136	639	1.08	1.08	NUM
economy-550	136	640	1.20	1.20	NUM
economy-550	136	641	1.03	1.03	NUM
economy-550	136	642	27.67	27.67	NUM
economy-550	136	643	30.03	30.03	NUM
economy-550	136	644	24.84	24.84	NUM
economy-550	136	645	11.97	11.97	NUM
economy-550	136	646	12.67	12.67	NUM
economy-550	136	647	11.26	11.26	NUM
economy-550	136	648	2010	2010	NUM
economy-550	136	649	q1	q1	PROPN
economy-550	136	650	6.79	6.79	NUM
economy-550	136	651	7.21	7.21	NUM
economy-550	136	652	5.20	5.20	NUM
economy-550	136	653	2.07	2.07	NUM
economy-550	136	654	2.07	2.07	NUM
economy-550	136	655	1.95	1.95	NUM
economy-550	136	656	1.15	1.15	NUM
economy-550	136	657	1.15	1.15	NUM
economy-550	136	658	1.04	1.04	NUM
economy-550	136	659	28.99	28.99	NUM
economy-550	136	660	30.51	30.51	NUM
economy-550	136	661	26.10	26.10	NUM
economy-550	136	662	12.62	12.62	NUM
economy-550	136	663	12.84	12.84	NUM
economy-550	136	664	10.56	10.56	NUM
economy-550	136	665	q2	q2	NOUN
economy-550	136	666	6.52	6.52	NUM
economy-550	136	667	7.19	7.19	NUM
economy-550	136	668	5.82	5.82	NUM
economy-550	136	669	1.98	1.98	NUM
economy-550	136	670	2.07	2.07	NUM
economy-550	136	671	1.95	1.95	NUM
economy-550	136	672	1.10	1.10	NUM
economy-550	136	673	1.15	1.15	NUM
economy-550	136	674	1.06	1.06	NUM
economy-550	136	675	28.91	28.91	NUM
economy-550	136	676	32.01	32.01	NUM
economy-550	136	677	26.90	26.90	NUM
economy-550	136	678	11.78	11.78	NUM
economy-550	136	679	12.91	12.91	NUM
economy-550	136	680	10.20	10.20	NUM
economy-550	136	681	q3	q3	NOUN
economy-550	136	682	5.78	5.78	NUM
economy-550	136	683	7.35	7.35	NUM
economy-550	136	684	5.81	5.81	NUM
economy-550	136	685	2.01	2.01	NUM
economy-550	136	686	2.07	2.07	NUM
economy-550	136	687	1.92	1.92	NUM
economy-550	136	688	1.08	1.08	NUM
economy-550	136	689	1.15	1.15	NUM
economy-550	136	690	1.05	1.05	NUM
economy-550	136	691	29.71	29.71	NUM
economy-550	136	692	33.11	33.11	NUM
economy-550	136	693	27.70	27.70	NUM
economy-550	136	694	10.71	10.71	NUM
economy-550	136	695	12.70	12.70	NUM
economy-550	136	696	10.03	10.03	NUM
economy-550	136	697	q4	q4	PROPN
economy-550	136	698	6.82	6.82	NUM
economy-550	136	699	7.30	7.30	NUM
economy-550	136	700	5.80	5.80	NUM
economy-550	136	701	1.98	1.98	NUM
economy-550	136	702	2.02	2.02	NUM
economy-550	136	703	1.92	1.92	NUM
economy-550	136	704	1.11	1.11	NUM
economy-550	136	705	1.12	1.12	NUM
economy-550	136	706	1.05	1.05	NUM
economy-550	136	707	31.96	31.96	NUM
economy-550	136	708	33.61	33.61	NUM
economy-550	136	709	28.44	28.44	NUM
economy-550	136	710	10.70	10.70	NUM
economy-550	136	711	11.79	11.79	NUM
economy-550	136	712	10.03	10.03	NUM
economy-550	136	713	2011	2011	NUM
economy-550	136	714	q1	q1	PROPN
economy-550	136	715	6.98	6.98	NUM
economy-550	136	716	7.34	7.34	NUM
economy-550	136	717	5.43	5.43	NUM
economy-550	136	718	1.95	1.95	NUM
economy-550	136	719	2.02	2.02	NUM
economy-550	136	720	1.91	1.91	NUM
economy-550	136	721	1.08	1.08	NUM
economy-550	136	722	1.14	1.14	NUM
economy-550	136	723	0.97	0.97	NUM
economy-550	136	724	32.44	32.44	NUM
economy-550	136	725	33.61	33.61	NUM
economy-550	136	726	29.88	29.88	NUM
economy-550	136	727	11.03	11.03	NUM
economy-550	136	728	11.12	11.12	NUM
economy-550	136	729	10.31	10.31	NUM
economy-550	136	730	q2	q2	NOUN
economy-550	136	731	6.64	6.64	NUM
economy-550	136	732	7.29	7.29	NUM
economy-550	136	733	5.67	5.67	NUM
economy-550	136	734	1.93	1.93	NUM
economy-550	136	735	2.12	2.12	NUM
economy-550	136	736	1.65	1.65	NUM
economy-550	136	737	1.05	1.05	NUM
economy-550	136	738	1.13	1.13	NUM
economy-550	136	739	0.97	0.97	NUM
economy-550	136	740	32.11	32.11	NUM
economy-550	136	741	33.42	33.42	NUM
economy-550	136	742	30.21	30.21	NUM
economy-550	136	743	10.34	10.34	NUM
economy-550	136	744	11.32	11.32	NUM
economy-550	136	745	9.74	9.74	NUM
economy-550	136	746	q3	q3	NOUN
economy-550	136	747	5.73	5.73	NUM
economy-550	136	748	7.24	7.24	NUM
economy-550	136	749	5.67	5.67	NUM
economy-550	136	750	1.94	1.94	NUM
economy-550	136	751	2.09	2.09	NUM
economy-550	136	752	1.64	1.64	NUM
economy-550	136	753	0.97	0.97	NUM
economy-550	136	754	1.14	1.14	NUM
economy-550	136	755	0.97	0.97	NUM
economy-550	136	756	32.49	32.49	NUM
economy-550	136	757	33.53	33.53	NUM
economy-550	136	758	30.24	30.24	NUM
economy-550	136	759	10.80	10.80	NUM
economy-550	136	760	11.73	11.73	NUM
economy-550	136	761	9.63	9.63	NUM
economy-550	136	762	q4	q4	PROPN
economy-550	136	763	6.22	6.22	NUM
economy-550	136	764	7.01	7.01	NUM
economy-550	136	765	5.72	5.72	NUM
economy-550	136	766	1.63	1.63	NUM
economy-550	136	767	2.06	2.06	NUM
economy-550	136	768	1.64	1.64	NUM
economy-550	136	769	1.06	1.06	NUM
economy-550	136	770	1.14	1.14	NUM
economy-550	136	771	0.97	0.97	NUM
economy-550	136	772	30.08	30.08	NUM
economy-550	136	773	33.40	33.40	NUM
economy-550	136	774	30.23	30.23	NUM
economy-550	136	775	9.78	9.78	NUM
economy-550	136	776	12.20	12.20	NUM
economy-550	136	777	9.50	9.50	NUM
economy-550	136	778	2012	2012	NUM
economy-550	136	779	q1	q1	PROPN
economy-550	136	780	6.71	6.71	NUM
economy-550	136	781	6.99	6.99	NUM
economy-550	136	782	5.24	5.24	NUM
economy-550	136	783	1.88	1.88	NUM
economy-550	136	784	2.03	2.03	NUM
economy-550	136	785	1.64	1.64	NUM
economy-550	136	786	1.11	1.11	NUM
economy-550	136	787	1.14	1.14	NUM
economy-550	136	788	0.96	0.96	NUM
economy-550	136	789	32.31	32.31	NUM
economy-550	136	790	33.36	33.36	NUM
economy-550	136	791	30.21	30.21	NUM
economy-550	136	792	11.47	11.47	NUM
economy-550	136	793	12.30	12.30	NUM
economy-550	136	794	9.74	9.74	NUM
economy-550	136	795	q2	q2	NOUN
economy-550	136	796	6.52	6.52	NUM
economy-550	136	797	7.21	7.21	NUM
economy-550	136	798	5.43	5.43	NUM
economy-550	136	799	1.86	1.86	NUM
economy-550	136	800	2.00	2.00	NUM
economy-550	136	801	1.64	1.64	NUM
economy-550	136	802	1.09	1.09	NUM
economy-550	136	803	1.15	1.15	NUM
economy-550	136	804	1.01	1.01	NUM
economy-550	136	805	32.09	32.09	NUM
economy-550	136	806	34.13	34.13	NUM
economy-550	136	807	29.94	29.94	NUM
economy-550	136	808	11.85	11.85	NUM
economy-550	136	809	12.82	12.82	NUM
economy-550	136	810	9.79	9.79	NUM
economy-550	136	811	q3	q3	NOUN
economy-550	136	812	5.40	5.40	NUM
economy-550	136	813	7.47	7.47	NUM
economy-550	136	814	5.47	5.47	NUM
economy-550	136	815	1.86	1.86	NUM
economy-550	136	816	1.88	1.88	NUM
economy-550	136	817	1.85	1.85	NUM
economy-550	136	818	1.02	1.02	NUM
economy-550	136	819	1.18	1.18	NUM
economy-550	136	820	1.02	1.02	NUM
economy-550	136	821	31.96	31.96	NUM
economy-550	136	822	35.11	35.11	NUM
economy-550	136	823	30.91	30.91	NUM
economy-550	136	824	11.22	11.22	NUM
economy-550	136	825	12.85	12.85	NUM
economy-550	136	826	10.94	10.94	NUM
economy-550	136	827	q4	q4	PROPN
economy-550	136	828	6.75	6.75	NUM
economy-550	136	829	7.36	7.36	NUM
economy-550	136	830	5.41	5.41	NUM
economy-550	136	831	1.88	1.88	NUM
economy-550	136	832	1.88	1.88	NUM
economy-550	136	833	1.86	1.86	NUM
economy-550	136	834	1.12	1.12	NUM
economy-550	136	835	1.21	1.21	NUM
economy-550	136	836	1.01	1.01	NUM
economy-550	136	837	33.73	33.73	NUM
economy-550	136	838	35.69	35.69	NUM
economy-550	136	839	31.23	31.23	NUM
economy-550	136	840	12.23	12.23	NUM
economy-550	136	841	13.31	13.31	NUM
economy-550	136	842	11.07	11.07	NUM
economy-550	136	843	2013	2013	NUM
economy-550	136	844	q1	q1	PROPN
economy-550	136	845	6.97	6.97	NUM
economy-550	136	846	7.39	7.39	NUM
economy-550	136	847	4.85	4.85	NUM
economy-550	136	848	1.87	1.87	NUM
economy-550	136	849	1.88	1.88	NUM
economy-550	136	850	1.86	1.86	NUM
economy-550	136	851	1.15	1.15	NUM
economy-550	136	852	1.21	1.21	NUM
economy-550	136	853	1.00	1.00	NUM
economy-550	136	854	34.96	34.96	NUM
economy-550	136	855	35.61	35.61	NUM
economy-550	136	856	31.52	31.52	NUM
economy-550	136	857	12.70	12.70	NUM
economy-550	136	858	13.46	13.46	NUM
economy-550	136	859	11.25	11.25	NUM
economy-550	136	860	q2	q2	NOUN
economy-550	136	861	6.29	6.29	NUM
economy-550	136	862	7.54	7.54	NUM
economy-550	136	863	5.26	5.26	NUM
economy-550	136	864	1.87	1.87	NUM
economy-550	136	865	1.90	1.90	NUM
economy-550	136	866	1.81	1.81	NUM
economy-550	136	867	1.18	1.18	NUM
economy-550	136	868	1.20	1.20	NUM
economy-550	136	869	1.04	1.04	NUM
economy-550	136	870	34.55	34.55	NUM
economy-550	136	871	35.38	35.38	NUM
economy-550	136	872	32.14	32.14	NUM
economy-550	136	873	12.96	12.96	NUM
economy-550	136	874	13.65	13.65	NUM
economy-550	136	875	12.02	12.02	NUM
economy-550	136	876	q3r	q3r	PROPN
economy-550	136	877	5.21	5.21	NUM
economy-550	136	878	1.86	1.86	NUM
economy-550	136	879	1.05	1.05	NUM
economy-550	136	880	32.61	32.61	NUM
economy-550	136	881	12.67	12.67	NUM
economy-550	136	882	q4	q4	PROPN
economy-550	136	883	6.78	6.78	NUM
economy-550	136	884	1.81	1.81	NUM
economy-550	136	885	1.10	1.10	NUM
economy-550	136	886	32.95	32.95	NUM
economy-550	136	887	13.61	13.61	NUM
economy-550	136	888	*	*	PUNCT
economy-550	136	889	for	for	ADP
economy-550	136	890	the	the	DET
economy-550	136	891	dgdp	dgdp	NOUN
economy-550	136	892	/	/	SYM
economy-550	136	893	de	de	X
economy-550	136	894	results	result	NOUN
economy-550	136	895	,	,	PUNCT
economy-550	136	896	gdp	gdp	NOUN
economy-550	136	897	was	be	AUX
economy-550	136	898	measured	measure	VERB
economy-550	136	899	in	in	ADP
economy-550	136	900	units	unit	NOUN
economy-550	136	901	of	of	ADP
economy-550	136	902	5	5	NUM
economy-550	136	903	billion	billion	NUM
economy-550	136	904	baht	baht	NOUN
economy-550	136	905	.	.	PUNCT
economy-550	137	1	this	this	PRON
economy-550	137	2	was	be	AUX
economy-550	137	3	done	do	VERB
economy-550	137	4	so	so	SCONJ
economy-550	137	5	that	that	DET
economy-550	137	6	figure	figure	NOUN
economy-550	137	7	5	5	NUM
economy-550	137	8	would	would	AUX
economy-550	137	9	be	be	AUX
economy-550	137	10	easier	easy	ADJ
economy-550	137	11	to	to	PART
economy-550	137	12	understand	understand	VERB
economy-550	137	13	.	.	PUNCT
economy-550	138	1	as	as	SCONJ
economy-550	138	2	shown	show	VERB
economy-550	138	3	in	in	ADP
economy-550	138	4	table	table	NOUN
economy-550	138	5	2	2	NUM
economy-550	138	6	,	,	PUNCT
economy-550	138	7	dgdp	dgdp	PROPN
economy-550	138	8	/	/	SYM
economy-550	138	9	dmb	dmb	PROPN
economy-550	138	10	was	be	AUX
economy-550	138	11	2.03	2.03	NUM
economy-550	138	12	in	in	ADP
economy-550	138	13	the	the	DET
economy-550	138	14	fourth	fourth	ADJ
economy-550	138	15	quarter	quarter	NOUN
economy-550	138	16	of	of	ADP
economy-550	138	17	1996	1996	NUM
economy-550	138	18	,	,	PUNCT
economy-550	138	19	immediately	immediately	ADV
economy-550	138	20	prior	prior	ADV
economy-550	138	21	to	to	ADP
economy-550	138	22	george	george	PROPN
economy-550	138	23	soros	soros	PROPN
economy-550	138	24	’	'	PUNCT
economy-550	138	25	speculative	speculative	ADJ
economy-550	138	26	attack	attack	NOUN
economy-550	138	27	against	against	ADP
economy-550	138	28	the	the	DET
economy-550	138	29	thai	thai	ADJ
economy-550	138	30	baht	baht	NOUN
economy-550	138	31	in	in	ADP
economy-550	138	32	the	the	DET
economy-550	138	33	first	first	ADJ
economy-550	138	34	half	half	NOUN
economy-550	138	35	of	of	ADP
economy-550	138	36	1997	1997	NUM
economy-550	138	37	.	.	PUNCT
economy-550	139	1	this	this	DET
economy-550	139	2	value	value	NOUN
economy-550	139	3	means	mean	VERB
economy-550	139	4	that	that	SCONJ
economy-550	139	5	for	for	ADP
economy-550	139	6	every	every	DET
economy-550	139	7	one	one	NUM
economy-550	139	8	million	million	NUM
economy-550	139	9	increase	increase	NOUN
economy-550	139	10	in	in	ADP
economy-550	139	11	the	the	DET
economy-550	139	12	monetary	monetary	ADJ
economy-550	139	13	base	base	NOUN
economy-550	139	14	for	for	ADP
economy-550	139	15	thailand	thailand	PROPN
economy-550	139	16	,	,	PUNCT
economy-550	139	17	gdp	gdp	NOUN
economy-550	139	18	increased	increase	VERB
economy-550	139	19	by	by	ADP
economy-550	139	20	2.03	2.03	NUM
economy-550	139	21	million	million	NUM
economy-550	139	22	.	.	PUNCT
economy-550	140	1	this	this	DET
economy-550	140	2	multiplier	multipli	ADJ
economy-550	140	3	had	have	AUX
economy-550	140	4	fallen	fall	VERB
economy-550	140	5	to	to	ADP
economy-550	140	6	1.78	1.78	NUM
economy-550	140	7	by	by	ADP
economy-550	140	8	the	the	DET
economy-550	140	9	third	third	ADJ
economy-550	140	10	quarter	quarter	NOUN
economy-550	140	11	of	of	ADP
economy-550	140	12	1998	1998	NUM
economy-550	140	13	for	for	ADP
economy-550	140	14	a	a	DET
economy-550	140	15	12.3	12.3	NUM
economy-550	140	16	percent	percent	NOUN
economy-550	140	17	decline	decline	NOUN
economy-550	140	18	.	.	PUNCT
economy-550	141	1	the	the	DET
economy-550	141	2	bottom	bottom	ADJ
economy-550	141	3	line	line	NOUN
economy-550	141	4	in	in	ADP
economy-550	141	5	figure	figure	NOUN
economy-550	141	6	2	2	NUM
economy-550	141	7	shows	show	VERB
economy-550	141	8	that	that	SCONJ
economy-550	141	9	the	the	DET
economy-550	141	10	monetary	monetary	ADJ
economy-550	141	11	base	base	NOUN
economy-550	141	12	remained	remain	VERB
economy-550	141	13	unusually	unusually	ADV
economy-550	141	14	constant	constant	ADJ
economy-550	141	15	between	between	ADP
economy-550	141	16	the	the	DET
economy-550	141	17	third	third	ADJ
economy-550	141	18	quarters	quarter	NOUN
economy-550	141	19	of	of	ADP
economy-550	141	20	1997	1997	NUM
economy-550	141	21	and	and	CCONJ
economy-550	141	22	1999	1999	NUM
economy-550	141	23	.	.	PUNCT
economy-550	142	1	this	this	PRON
economy-550	142	2	was	be	AUX
economy-550	142	3	due	due	ADJ
economy-550	142	4	to	to	ADP
economy-550	142	5	the	the	DET
economy-550	142	6	imf	imf	PROPN
economy-550	142	7	conditions	condition	NOUN
economy-550	142	8	imposed	impose	VERB
economy-550	142	9	on	on	ADP
economy-550	142	10	thailand	thailand	PROPN
economy-550	142	11	when	when	SCONJ
economy-550	142	12	thailand	thailand	PROPN
economy-550	142	13	accepted	accept	VERB
economy-550	142	14	an	an	DET
economy-550	142	15	imf	imf	NOUN
economy-550	142	16	bailout	bailout	NOUN
economy-550	142	17	in	in	ADP
economy-550	142	18	august	august	PROPN
economy-550	142	19	1997	1997	NUM
economy-550	142	20	.	.	PUNCT
economy-550	143	1	by	by	ADP
economy-550	143	2	2000	2000	NUM
economy-550	143	3	,	,	PUNCT
economy-550	143	4	the	the	DET
economy-550	143	5	monetary	monetary	ADJ
economy-550	143	6	base	base	NOUN
economy-550	143	7	began	begin	VERB
economy-550	143	8	to	to	PART
economy-550	143	9	steadily	steadily	ADV
economy-550	143	10	increase	increase	VERB
economy-550	143	11	.	.	PUNCT
economy-550	144	1	the	the	DET
economy-550	144	2	upper	upper	ADJ
economy-550	144	3	lines	line	NOUN
economy-550	144	4	in	in	ADP
economy-550	144	5	figure	figure	NOUN
economy-550	144	6	2	2	NUM
economy-550	144	7	show	show	VERB
economy-550	144	8	that	that	SCONJ
economy-550	144	9	the	the	DET
economy-550	144	10	dgdp	dgdp	PROPN
economy-550	144	11	/	/	SYM
economy-550	144	12	dmb	dmb	PROPN
economy-550	144	13	multiplier	multiplier	ADV
economy-550	144	14	was	be	AUX
economy-550	144	15	unusually	unusually	ADV
economy-550	144	16	stable	stable	ADJ
economy-550	144	17	during	during	ADP
economy-550	144	18	most	most	ADJ
economy-550	144	19	of	of	ADP
economy-550	144	20	the	the	DET
economy-550	144	21	thaksin	thaksin	PROPN
economy-550	144	22	administration	administration	PROPN
economy-550	144	23	(	(	PUNCT
economy-550	144	24	2001	2001	NUM
economy-550	144	25	-	-	SYM
economy-550	144	26	2006	2006	NUM
economy-550	144	27	)	)	PUNCT
economy-550	144	28	,	,	PUNCT
economy-550	144	29	rose	rise	VERB
economy-550	144	30	noticeably	noticeably	ADV
economy-550	144	31	in	in	ADP
economy-550	144	32	the	the	DET
economy-550	144	33	last	last	ADJ
economy-550	144	34	year	year	NOUN
economy-550	144	35	of	of	ADP
economy-550	144	36	thaksin	thaksin	PROPN
economy-550	144	37	’s	’s	PART
economy-550	144	38	administration	administration	NOUN
economy-550	144	39	(	(	PUNCT
economy-550	144	40	between	between	ADP
economy-550	144	41	the	the	DET
economy-550	144	42	third	third	ADJ
economy-550	144	43	quarters	quarter	NOUN
economy-550	144	44	of	of	ADP
economy-550	144	45	2005	2005	NUM
economy-550	144	46	and	and	CCONJ
economy-550	144	47	2006	2006	NUM
economy-550	144	48	)	)	PUNCT
economy-550	144	49	,	,	PUNCT
economy-550	144	50	continued	continue	VERB
economy-550	144	51	to	to	PART
economy-550	144	52	rise	rise	VERB
economy-550	144	53	after	after	ADP
economy-550	144	54	the	the	DET
economy-550	144	55	coup	coup	NOUN
economy-550	144	56	that	that	PRON
economy-550	144	57	displaced	displace	VERB
economy-550	144	58	thaksin	thaksin	NOUN
economy-550	144	59	and	and	CCONJ
economy-550	144	60	during	during	ADP
economy-550	144	61	the	the	DET
economy-550	144	62	pro	pro	ADJ
economy-550	144	63	-	-	ADJ
economy-550	144	64	thaksin	thaksin	ADJ
economy-550	144	65	samak	samak	PROPN
economy-550	144	66	/	/	SYM
economy-550	144	67	somchai	somchai	PROPN
economy-550	144	68	regime	regime	NOUN
economy-550	144	69	.	.	PUNCT
economy-550	145	1	between	between	ADP
economy-550	145	2	the	the	DET
economy-550	145	3	second	second	ADJ
economy-550	145	4	quarter	quarter	NOUN
economy-550	145	5	of	of	ADP
economy-550	145	6	2005	2005	NUM
economy-550	145	7	and	and	CCONJ
economy-550	145	8	the	the	DET
economy-550	145	9	third	third	ADJ
economy-550	145	10	quarter	quarter	NOUN
economy-550	145	11	of	of	ADP
economy-550	145	12	2008	2008	NUM
economy-550	145	13	,	,	PUNCT
economy-550	145	14	dgdp	dgdp	PROPN
economy-550	145	15	/	/	SYM
economy-550	145	16	dmb	dmb	PROPN
economy-550	145	17	rose	rise	VERB
economy-550	145	18	by	by	ADP
economy-550	145	19	23.5	23.5	NUM
economy-550	145	20	percent	percent	NOUN
economy-550	145	21	.	.	PUNCT
economy-550	146	1	under	under	ADP
economy-550	146	2	the	the	DET
economy-550	146	3	democrats	democrats	PROPN
economy-550	146	4	(	(	PUNCT
economy-550	146	5	first	first	ADJ
economy-550	146	6	quarter	quarter	NOUN
economy-550	146	7	of	of	ADP
economy-550	146	8	2009	2009	NUM
economy-550	146	9	–	–	PUNCT
economy-550	146	10	second	second	ADJ
economy-550	146	11	quarter	quarter	NOUN
economy-550	146	12	of	of	ADP
economy-550	146	13	2011	2011	NUM
economy-550	146	14	)	)	PUNCT
economy-550	146	15	,	,	PUNCT
economy-550	146	16	dgdp	dgdp	PROPN
economy-550	146	17	/	/	SYM
economy-550	146	18	dmb	dmb	PROPN
economy-550	146	19	fell	fall	VERB
economy-550	146	20	and	and	CCONJ
economy-550	146	21	became	become	VERB
economy-550	146	22	more	more	ADV
economy-550	146	23	unstable	unstable	ADJ
economy-550	146	24	.	.	PUNCT
economy-550	147	1	the	the	DET
economy-550	147	2	economic	economic	ADJ
economy-550	147	3	policies	policy	NOUN
economy-550	147	4	of	of	ADP
economy-550	147	5	the	the	DET
economy-550	147	6	thaksin	thaksin	NOUN
economy-550	147	7	regime	regime	NOUN
economy-550	147	8	were	be	AUX
economy-550	147	9	more	more	ADV
economy-550	147	10	pro	pro	ADJ
economy-550	147	11	-	-	ADJ
economy-550	147	12	equality	equality	NOUN
economy-550	147	13	than	than	ADP
economy-550	147	14	that	that	PRON
economy-550	147	15	of	of	ADP
economy-550	147	16	the	the	DET
economy-550	147	17	democrats	democrats	PROPN
economy-550	147	18	.	.	PUNCT
economy-550	148	1	a	a	DET
economy-550	148	2	shift	shift	NOUN
economy-550	148	3	away	away	ADV
economy-550	148	4	from	from	ADP
economy-550	148	5	pro	pro	ADJ
economy-550	148	6	-	-	ADJ
economy-550	148	7	equality	equality	ADJ
economy-550	148	8	policies	policy	NOUN
economy-550	148	9	will	will	AUX
economy-550	148	10	decrease	decrease	VERB
economy-550	148	11	the	the	DET
economy-550	148	12	marginal	marginal	ADJ
economy-550	148	13	propensity	propensity	NOUN
economy-550	148	14	to	to	PART
economy-550	148	15	consume	consume	VERB
economy-550	148	16	(	(	PUNCT
economy-550	148	17	mpc	mpc	NOUN
economy-550	148	18	)	)	PUNCT
economy-550	148	19	which	which	PRON
economy-550	148	20	should	should	AUX
economy-550	148	21	decrease	decrease	VERB
economy-550	148	22	all	all	DET
economy-550	148	23	government	government	NOUN
economy-550	148	24	multipliers	multiplier	NOUN
economy-550	148	25	.	.	PUNCT
economy-550	149	1	soon	soon	ADV
economy-550	149	2	after	after	SCONJ
economy-550	149	3	thaksin	thaksin	PROPN
economy-550	149	4	’s	’s	PART
economy-550	149	5	sister	sister	NOUN
economy-550	149	6	,	,	PUNCT
economy-550	149	7	yingluck	yingluck	NOUN
economy-550	149	8	,	,	PUNCT
economy-550	149	9	was	be	AUX
economy-550	149	10	elected	elect	VERB
economy-550	149	11	in	in	ADP
economy-550	149	12	july	july	PROPN
economy-550	149	13	2011	2011	NUM
economy-550	149	14	,	,	PUNCT
economy-550	149	15	dgdp	dgdp	PROPN
economy-550	149	16	/	/	SYM
economy-550	149	17	dmb	dmb	PROPN
economy-550	149	18	fell	fall	VERB
economy-550	149	19	for	for	ADP
economy-550	149	20	one	one	NUM
economy-550	149	21	quarter	quarter	NOUN
economy-550	149	22	,	,	PUNCT
economy-550	149	23	but	but	CCONJ
economy-550	149	24	then	then	ADV
economy-550	149	25	stabilized	stabilize	VERB
economy-550	149	26	.	.	PUNCT
economy-550	150	1	figure-2	figure-2	X
economy-550	150	2	.	.	PUNCT
economy-550	150	3	dgdp	dgdp	PROPN
economy-550	150	4	/	/	SYM
economy-550	150	5	dmb	dmb	PROPN
economy-550	150	6	economy	economy	NOUN
economy-550	150	7	,	,	PUNCT
economy-550	150	8	2014	2014	NUM
economy-550	150	9	,	,	PUNCT
economy-550	150	10	1(1	1(1	NUM
economy-550	150	11	):	):	PUNCT
economy-550	150	12	20	20	NUM
economy-550	150	13	-	-	SYM
economy-550	150	14	31	31	NUM
economy-550	150	15	27	27	NUM
economy-550	150	16	leightner	leightner	NOUN
economy-550	150	17	(	(	PUNCT
economy-550	150	18	2015	2015	NUM
economy-550	150	19	)	)	PUNCT
economy-550	150	20	found	find	VERB
economy-550	150	21	that	that	SCONJ
economy-550	150	22	,	,	PUNCT
economy-550	150	23	for	for	ADP
economy-550	150	24	the	the	DET
economy-550	150	25	usa	usa	PROPN
economy-550	150	26	and	and	CCONJ
economy-550	150	27	japan	japan	PROPN
economy-550	150	28	(	(	PUNCT
economy-550	150	29	between1980	between1980	PROPN
economy-550	150	30	and	and	CCONJ
economy-550	150	31	2012	2012	NUM
economy-550	150	32	)	)	PUNCT
economy-550	150	33	,	,	PUNCT
economy-550	150	34	increases	increase	VERB
economy-550	150	35	in	in	ADP
economy-550	150	36	the	the	DET
economy-550	150	37	money	money	NOUN
economy-550	150	38	supply	supply	NOUN
economy-550	150	39	were	be	AUX
economy-550	150	40	associated	associate	VERB
economy-550	150	41	with	with	ADP
economy-550	150	42	declines	decline	NOUN
economy-550	150	43	in	in	ADP
economy-550	150	44	the	the	DET
economy-550	150	45	money	money	NOUN
economy-550	150	46	multiplier	multiplier	ADV
economy-550	150	47	and	and	CCONJ
economy-550	150	48	that	that	SCONJ
economy-550	150	49	decreases	decrease	VERB
economy-550	150	50	in	in	ADP
economy-550	150	51	the	the	DET
economy-550	150	52	money	money	NOUN
economy-550	150	53	supply	supply	NOUN
economy-550	150	54	were	be	AUX
economy-550	150	55	associated	associate	VERB
economy-550	150	56	with	with	ADP
economy-550	150	57	increases	increase	NOUN
economy-550	150	58	in	in	ADP
economy-550	150	59	the	the	DET
economy-550	150	60	money	money	NOUN
economy-550	150	61	multiplier	multiplier	ADV
economy-550	150	62	.	.	PUNCT
economy-550	151	1	however	however	ADV
economy-550	151	2	,	,	PUNCT
economy-550	151	3	the	the	DET
economy-550	151	4	thai	thai	ADJ
economy-550	151	5	results	result	NOUN
economy-550	151	6	do	do	AUX
economy-550	151	7	not	not	PART
economy-550	151	8	produce	produce	VERB
economy-550	151	9	a	a	DET
economy-550	151	10	similar	similar	ADJ
economy-550	151	11	pattern	pattern	NOUN
economy-550	151	12	.	.	PUNCT
economy-550	152	1	indeed	indeed	ADV
economy-550	152	2	a	a	DET
economy-550	152	3	comparison	comparison	NOUN
economy-550	152	4	of	of	ADP
economy-550	152	5	the	the	DET
economy-550	152	6	upper	upper	ADJ
economy-550	152	7	and	and	CCONJ
economy-550	152	8	bottom	bottom	ADJ
economy-550	152	9	lines	line	NOUN
economy-550	152	10	in	in	ADP
economy-550	152	11	figure	figure	NOUN
economy-550	152	12	2	2	NUM
economy-550	152	13	implies	imply	VERB
economy-550	152	14	that	that	SCONJ
economy-550	152	15	the	the	DET
economy-550	152	16	variations	variation	NOUN
economy-550	152	17	found	find	VERB
economy-550	152	18	in	in	ADP
economy-550	152	19	dgdp	dgdp	PROPN
economy-550	152	20	/	/	SYM
economy-550	152	21	dmb	dmb	PROPN
economy-550	152	22	were	be	AUX
economy-550	152	23	not	not	PART
economy-550	152	24	due	due	ADJ
economy-550	152	25	to	to	ADP
economy-550	152	26	noticeable	noticeable	ADJ
economy-550	152	27	changes	change	NOUN
economy-550	152	28	in	in	ADP
economy-550	152	29	the	the	DET
economy-550	152	30	growth	growth	NOUN
economy-550	152	31	of	of	ADP
economy-550	152	32	the	the	DET
economy-550	152	33	monetary	monetary	ADJ
economy-550	152	34	base	base	NOUN
economy-550	152	35	;	;	PUNCT
economy-550	152	36	instead	instead	ADV
economy-550	152	37	these	these	DET
economy-550	152	38	variations	variation	NOUN
economy-550	152	39	must	must	AUX
economy-550	152	40	be	be	AUX
economy-550	152	41	due	due	ADJ
economy-550	152	42	to	to	ADP
economy-550	152	43	other	other	ADJ
economy-550	152	44	factors	factor	NOUN
economy-550	152	45	like	like	ADP
economy-550	152	46	monetary	monetary	ADJ
economy-550	152	47	policy	policy	NOUN
economy-550	152	48	interacting	interact	VERB
economy-550	152	49	with	with	ADP
economy-550	152	50	other	other	ADJ
economy-550	152	51	government	government	NOUN
economy-550	152	52	policies	policy	NOUN
economy-550	152	53	or	or	CCONJ
economy-550	152	54	due	due	ADP
economy-550	152	55	to	to	ADP
economy-550	152	56	expectations	expectation	NOUN
economy-550	152	57	.	.	PUNCT
economy-550	153	1	figure	figure	NOUN
economy-550	153	2	3	3	NUM
economy-550	153	3	and	and	CCONJ
economy-550	153	4	tables	table	NOUN
economy-550	153	5	1	1	NUM
economy-550	153	6	and	and	CCONJ
economy-550	153	7	2	2	NUM
economy-550	153	8	show	show	VERB
economy-550	153	9	that	that	SCONJ
economy-550	153	10	both	both	DET
economy-550	153	11	government	government	NOUN
economy-550	153	12	consumption	consumption	NOUN
economy-550	153	13	and	and	CCONJ
economy-550	153	14	the	the	DET
economy-550	153	15	government	government	NOUN
economy-550	153	16	consumption	consumption	NOUN
economy-550	153	17	multiplier	multipli	ADJ
economy-550	153	18	,	,	PUNCT
economy-550	153	19	dgdp	dgdp	NOUN
economy-550	153	20	/	/	SYM
economy-550	153	21	dg	dg	PROPN
economy-550	153	22	,	,	PUNCT
economy-550	153	23	exhibited	exhibit	VERB
economy-550	153	24	an	an	DET
economy-550	153	25	annual	annual	ADJ
economy-550	153	26	pattern	pattern	NOUN
economy-550	153	27	where	where	SCONJ
economy-550	153	28	government	government	NOUN
economy-550	153	29	consumption	consumption	NOUN
economy-550	153	30	increased	increase	VERB
economy-550	153	31	in	in	ADP
economy-550	153	32	the	the	DET
economy-550	153	33	third	third	ADJ
economy-550	153	34	quarter	quarter	NOUN
economy-550	153	35	and	and	CCONJ
economy-550	153	36	dgdp	dgdp	NOUN
economy-550	153	37	/	/	SYM
economy-550	153	38	dg	dg	PROPN
economy-550	153	39	fell	fall	VERB
economy-550	153	40	in	in	ADP
economy-550	153	41	the	the	DET
economy-550	153	42	third	third	ADJ
economy-550	153	43	quarter	quarter	NOUN
economy-550	153	44	.	.	PUNCT
economy-550	154	1	this	this	PRON
economy-550	154	2	implies	imply	VERB
economy-550	154	3	that	that	SCONJ
economy-550	154	4	cuts	cut	VERB
economy-550	154	5	in	in	ADP
economy-550	154	6	government	government	NOUN
economy-550	154	7	consumption	consumption	NOUN
economy-550	154	8	(	(	PUNCT
economy-550	154	9	in	in	ADP
economy-550	154	10	the	the	DET
economy-550	154	11	fourth	fourth	ADJ
economy-550	154	12	quarter	quarter	NOUN
economy-550	154	13	)	)	PUNCT
economy-550	154	14	have	have	VERB
economy-550	154	15	a	a	DET
economy-550	154	16	stronger	strong	ADJ
economy-550	154	17	negative	negative	ADJ
economy-550	154	18	effect	effect	NOUN
economy-550	154	19	on	on	ADP
economy-550	154	20	gdp	gdp	NOUN
economy-550	154	21	that	that	PRON
economy-550	154	22	increases	increase	VERB
economy-550	154	23	in	in	ADP
economy-550	154	24	government	government	NOUN
economy-550	154	25	consumption	consumption	NOUN
economy-550	154	26	(	(	PUNCT
economy-550	154	27	in	in	ADP
economy-550	154	28	the	the	DET
economy-550	154	29	third	third	ADJ
economy-550	154	30	quarter	quarter	NOUN
economy-550	154	31	)	)	PUNCT
economy-550	154	32	have	have	VERB
economy-550	154	33	a	a	DET
economy-550	154	34	positive	positive	ADJ
economy-550	154	35	effect	effect	NOUN
economy-550	154	36	.	.	PUNCT
economy-550	155	1	leightner	leightner	NOUN
economy-550	155	2	(	(	PUNCT
economy-550	155	3	2015	2015	NUM
economy-550	155	4	)	)	PUNCT
economy-550	155	5	found	find	VERB
economy-550	155	6	a	a	DET
economy-550	155	7	similar	similar	ADJ
economy-550	155	8	pattern	pattern	NOUN
economy-550	155	9	for	for	ADP
economy-550	155	10	austria	austria	PROPN
economy-550	155	11	,	,	PUNCT
economy-550	155	12	brazil	brazil	PROPN
economy-550	155	13	,	,	PUNCT
economy-550	155	14	cyprus	cyprus	PROPN
economy-550	155	15	,	,	PUNCT
economy-550	155	16	estonia	estonia	PROPN
economy-550	155	17	,	,	PUNCT
economy-550	155	18	greece	greece	PROPN
economy-550	155	19	,	,	PUNCT
economy-550	155	20	luxembourg	luxembourg	PROPN
economy-550	155	21	,	,	PUNCT
economy-550	155	22	portugal	portugal	PROPN
economy-550	155	23	,	,	PUNCT
economy-550	155	24	and	and	CCONJ
economy-550	155	25	slovakia	slovakia	PROPN
economy-550	155	26	in	in	ADP
economy-550	155	27	recent	recent	ADJ
economy-550	155	28	years	year	NOUN
economy-550	155	29	.	.	PUNCT
economy-550	156	1	for	for	ADP
economy-550	156	2	example	example	NOUN
economy-550	156	3	,	,	PUNCT
economy-550	156	4	in	in	ADP
economy-550	156	5	thailand	thailand	PROPN
economy-550	156	6	when	when	SCONJ
economy-550	156	7	government	government	NOUN
economy-550	156	8	consumption	consumption	NOUN
economy-550	156	9	increased	increase	VERB
economy-550	156	10	by	by	ADP
economy-550	156	11	74.2	74.2	NUM
economy-550	156	12	billion	billion	NUM
economy-550	156	13	baht	baht	NOUN
economy-550	156	14	in	in	ADP
economy-550	156	15	the	the	DET
economy-550	156	16	third	third	ADJ
economy-550	156	17	quarter	quarter	NOUN
economy-550	156	18	of	of	ADP
economy-550	156	19	2012	2012	NUM
economy-550	156	20	(	(	PUNCT
economy-550	156	21	442.4	442.4	NUM
economy-550	156	22	–	–	SYM
economy-550	156	23	368.2	368.2	NUM
economy-550	156	24	)	)	PUNCT
economy-550	156	25	,	,	PUNCT
economy-550	156	26	dgdp	dgdp	PROPN
economy-550	156	27	/	/	SYM
economy-550	156	28	dg	dg	PROPN
economy-550	156	29	was	be	AUX
economy-550	156	30	5.40	5.40	NUM
economy-550	156	31	,	,	PUNCT
economy-550	156	32	implying	imply	VERB
economy-550	156	33	that	that	SCONJ
economy-550	156	34	gdp	gdp	NOUN
economy-550	156	35	rose	rise	VERB
economy-550	156	36	by	by	ADP
economy-550	156	37	400.68	400.68	NUM
economy-550	156	38	billion	billion	NUM
economy-550	156	39	baht	baht	NOUN
economy-550	156	40	(	(	PUNCT
economy-550	156	41	74.2	74.2	NUM
economy-550	156	42	x	x	SYM
economy-550	156	43	5.40	5.40	NUM
economy-550	156	44	)	)	PUNCT
economy-550	156	45	.	.	PUNCT
economy-550	157	1	however	however	ADV
economy-550	157	2	,	,	PUNCT
economy-550	157	3	when	when	SCONJ
economy-550	157	4	government	government	NOUN
economy-550	157	5	consumption	consumption	NOUN
economy-550	157	6	was	be	AUX
economy-550	157	7	cut	cut	VERB
economy-550	157	8	in	in	ADP
economy-550	157	9	the	the	DET
economy-550	157	10	fourth	fourth	ADJ
economy-550	157	11	quarter	quarter	NOUN
economy-550	157	12	of	of	ADP
economy-550	157	13	2012	2012	NUM
economy-550	157	14	by	by	ADP
economy-550	157	15	64.4	64.4	NUM
economy-550	157	16	billion	billion	NUM
economy-550	157	17	baht	baht	NOUN
economy-550	157	18	(	(	PUNCT
economy-550	157	19	378.0	378.0	NUM
economy-550	157	20	–	–	SYM
economy-550	157	21	442.4	442.4	NUM
economy-550	157	22	)	)	PUNCT
economy-550	157	23	,	,	PUNCT
economy-550	157	24	dgdp	dgdp	PROPN
economy-550	157	25	/	/	SYM
economy-550	157	26	dg	dg	PROPN
economy-550	157	27	was	be	AUX
economy-550	157	28	6.75	6.75	NUM
economy-550	157	29	implying	imply	VERB
economy-550	157	30	a	a	DET
economy-550	157	31	decline	decline	NOUN
economy-550	157	32	in	in	ADP
economy-550	157	33	gdp	gdp	NOUN
economy-550	157	34	of	of	ADP
economy-550	157	35	434.7	434.7	NUM
economy-550	157	36	billion	billion	NUM
economy-550	157	37	baht	baht	NOUN
economy-550	157	38	(	(	PUNCT
economy-550	157	39	6.75	6.75	NUM
economy-550	157	40	x	x	SYM
economy-550	157	41	64.4	64.4	NUM
economy-550	157	42	)	)	PUNCT
economy-550	157	43	.	.	PUNCT
economy-550	158	1	since	since	SCONJ
economy-550	158	2	6.75	6.75	NUM
economy-550	158	3	is	be	AUX
economy-550	158	4	twenty	twenty	NUM
economy-550	158	5	five	five	NUM
economy-550	158	6	percent	percent	NOUN
economy-550	158	7	bigger	big	ADJ
economy-550	158	8	than	than	ADP
economy-550	158	9	5.40	5.40	NUM
economy-550	158	10	,	,	PUNCT
economy-550	158	11	the	the	DET
economy-550	158	12	fourth	fourth	ADJ
economy-550	158	13	quarter	quarter	NOUN
economy-550	158	14	decline	decline	NOUN
economy-550	158	15	in	in	ADP
economy-550	158	16	government	government	NOUN
economy-550	158	17	consumption	consumption	NOUN
economy-550	158	18	caused	cause	VERB
economy-550	158	19	gdp	gdp	NOUN
economy-550	158	20	to	to	PART
economy-550	158	21	fall	fall	VERB
economy-550	158	22	by	by	ADP
economy-550	158	23	25	25	NUM
economy-550	158	24	percent	percent	NOUN
economy-550	158	25	more	more	ADJ
economy-550	158	26	than	than	ADP
economy-550	158	27	an	an	DET
economy-550	158	28	equal	equal	ADJ
economy-550	158	29	increase	increase	NOUN
economy-550	158	30	in	in	ADP
economy-550	158	31	government	government	NOUN
economy-550	158	32	consumption	consumption	NOUN
economy-550	158	33	would	would	AUX
economy-550	158	34	cause	cause	VERB
economy-550	158	35	gdp	gdp	NOUN
economy-550	158	36	to	to	PART
economy-550	158	37	rise	rise	VERB
economy-550	158	38	.	.	PUNCT
economy-550	159	1	government	government	NOUN
economy-550	159	2	consumption	consumption	NOUN
economy-550	159	3	would	would	AUX
economy-550	159	4	be	be	AUX
economy-550	159	5	a	a	DET
economy-550	159	6	much	much	ADV
economy-550	159	7	more	more	ADV
economy-550	159	8	effective	effective	ADJ
economy-550	159	9	tool	tool	NOUN
economy-550	159	10	if	if	SCONJ
economy-550	159	11	government	government	NOUN
economy-550	159	12	consumption	consumption	NOUN
economy-550	159	13	was	be	AUX
economy-550	159	14	smoothed	smooth	VERB
economy-550	159	15	throughout	throughout	ADP
economy-550	159	16	out	out	ADP
economy-550	159	17	the	the	DET
economy-550	159	18	year	year	NOUN
economy-550	159	19	instead	instead	ADV
economy-550	159	20	of	of	ADP
economy-550	159	21	spiking	spike	VERB
economy-550	159	22	in	in	ADP
economy-550	159	23	the	the	DET
economy-550	159	24	third	third	ADJ
economy-550	159	25	quarter	quarter	NOUN
economy-550	159	26	and	and	CCONJ
economy-550	159	27	then	then	ADV
economy-550	159	28	being	be	AUX
economy-550	159	29	cut	cut	VERB
economy-550	159	30	in	in	ADP
economy-550	159	31	the	the	DET
economy-550	159	32	fourth	fourth	ADJ
economy-550	159	33	quarter	quarter	NOUN
economy-550	159	34	to	to	PART
economy-550	159	35	reduce	reduce	VERB
economy-550	159	36	the	the	DET
economy-550	159	37	deficit	deficit	NOUN
economy-550	159	38	.	.	PUNCT
economy-550	160	1	figure-3	figure-3	PUNCT
economy-550	160	2	.	.	PUNCT
economy-550	160	3	dgdp	dgdp	PROPN
economy-550	160	4	/	/	SYM
economy-550	160	5	dg	dg	PROPN
economy-550	160	6	if	if	SCONJ
economy-550	160	7	we	we	PRON
economy-550	160	8	eliminate	eliminate	VERB
economy-550	160	9	this	this	DET
economy-550	160	10	annual	annual	ADJ
economy-550	160	11	pattern	pattern	NOUN
economy-550	160	12	by	by	ADP
economy-550	160	13	taking	take	VERB
economy-550	160	14	the	the	DET
economy-550	160	15	annual	annual	ADJ
economy-550	160	16	average	average	ADJ
economy-550	160	17	value	value	NOUN
economy-550	160	18	for	for	ADP
economy-550	160	19	dgdp	dgdp	NOUN
economy-550	160	20	/	/	SYM
economy-550	160	21	dg	dg	PROPN
economy-550	160	22	,	,	PUNCT
economy-550	160	23	we	we	PRON
economy-550	160	24	find	find	VERB
economy-550	160	25	that	that	SCONJ
economy-550	160	26	annual	annual	ADJ
economy-550	160	27	dgdp	dgdp	NOUN
economy-550	160	28	/	/	SYM
economy-550	160	29	dg	dg	NOUN
economy-550	160	30	steadily	steadily	ADV
economy-550	160	31	grew	grow	VERB
economy-550	160	32	from	from	ADP
economy-550	160	33	4.81	4.81	NUM
economy-550	160	34	in	in	ADP
economy-550	160	35	1993	1993	NUM
economy-550	160	36	to	to	ADP
economy-550	160	37	6.49	6.49	NUM
economy-550	160	38	in	in	ADP
economy-550	160	39	1997	1997	NUM
economy-550	160	40	for	for	ADP
economy-550	160	41	a	a	DET
economy-550	160	42	35	35	NUM
economy-550	160	43	percent	percent	NOUN
economy-550	160	44	increase	increase	NOUN
economy-550	160	45	.	.	PUNCT
economy-550	161	1	however	however	ADV
economy-550	161	2	,	,	PUNCT
economy-550	161	3	after	after	SCONJ
economy-550	161	4	the	the	DET
economy-550	161	5	baht	baht	NOUN
economy-550	161	6	collapsed	collapse	VERB
economy-550	161	7	on	on	ADP
economy-550	161	8	july	july	PROPN
economy-550	161	9	2	2	NUM
economy-550	161	10	,	,	PUNCT
economy-550	161	11	1997	1997	NUM
economy-550	161	12	and	and	CCONJ
economy-550	161	13	thailand	thailand	PROPN
economy-550	161	14	took	take	VERB
economy-550	161	15	out	out	ADP
economy-550	161	16	the	the	DET
economy-550	161	17	imf	imf	PROPN
economy-550	161	18	loan	loan	NOUN
economy-550	161	19	in	in	ADP
economy-550	161	20	august	august	PROPN
economy-550	161	21	1997	1997	NUM
economy-550	161	22	,	,	PUNCT
economy-550	161	23	annual	annual	ADJ
economy-550	161	24	dgdp	dgdp	NOUN
economy-550	161	25	/	/	SYM
economy-550	161	26	dg	dg	PROPN
economy-550	161	27	fell	fall	VERB
economy-550	161	28	to	to	ADP
economy-550	161	29	5.91	5.91	NUM
economy-550	161	30	in	in	ADP
economy-550	161	31	1998	1998	NUM
economy-550	161	32	and	and	CCONJ
economy-550	161	33	continued	continue	VERB
economy-550	161	34	to	to	PART
economy-550	161	35	decline	decline	VERB
economy-550	161	36	to	to	ADP
economy-550	161	37	5.63	5.63	NUM
economy-550	161	38	in	in	ADP
economy-550	161	39	1999	1999	NUM
economy-550	161	40	for	for	ADP
economy-550	161	41	a	a	DET
economy-550	161	42	13.3	13.3	NUM
economy-550	161	43	percent	percent	NOUN
economy-550	161	44	decline	decline	NOUN
economy-550	161	45	.	.	PUNCT
economy-550	162	1	during	during	ADP
economy-550	162	2	the	the	DET
economy-550	162	3	first	first	ADJ
economy-550	162	4	half	half	ADJ
economy-550	162	5	year	year	NOUN
economy-550	162	6	of	of	ADP
economy-550	162	7	the	the	DET
economy-550	162	8	thaksin	thaksin	NOUN
economy-550	162	9	regime	regime	NOUN
economy-550	162	10	(	(	PUNCT
economy-550	162	11	quarters	quarter	NOUN
economy-550	162	12	1	1	NUM
economy-550	162	13	and	and	CCONJ
economy-550	162	14	2	2	NUM
economy-550	162	15	of	of	ADP
economy-550	162	16	2001	2001	NUM
economy-550	162	17	)	)	PUNCT
economy-550	162	18	there	there	PRON
economy-550	162	19	was	be	VERB
economy-550	162	20	a	a	DET
economy-550	162	21	pending	pende	VERB
economy-550	162	22	constitutional	constitutional	ADJ
economy-550	162	23	court	court	NOUN
economy-550	162	24	case	case	NOUN
economy-550	162	25	against	against	ADP
economy-550	162	26	thaksin	thaksin	NOUN
economy-550	162	27	for	for	ADP
economy-550	162	28	corruption	corruption	NOUN
economy-550	162	29	,	,	PUNCT
economy-550	162	30	and	and	CCONJ
economy-550	162	31	this	this	DET
economy-550	162	32	pending	pende	VERB
economy-550	162	33	court	court	NOUN
economy-550	162	34	case	case	NOUN
economy-550	162	35	constrained	constrain	VERB
economy-550	162	36	what	what	PRON
economy-550	162	37	the	the	DET
economy-550	162	38	thaksin	thaksin	PROPN
economy-550	162	39	administration	administration	NOUN
economy-550	162	40	could	could	AUX
economy-550	162	41	do	do	VERB
economy-550	162	42	.	.	PUNCT
economy-550	163	1	the	the	DET
economy-550	163	2	annual	annual	ADJ
economy-550	163	3	dgdp	dgdp	NOUN
economy-550	163	4	/	/	SYM
economy-550	163	5	dg	dg	PROPN
economy-550	163	6	for	for	ADP
economy-550	163	7	2001	2001	NUM
economy-550	163	8	was	be	AUX
economy-550	163	9	6.04	6.04	NUM
economy-550	163	10	.	.	PUNCT
economy-550	164	1	between	between	ADP
economy-550	164	2	2002	2002	NUM
economy-550	164	3	and	and	CCONJ
economy-550	164	4	2008	2008	NUM
economy-550	164	5	(	(	PUNCT
economy-550	164	6	the	the	DET
economy-550	164	7	remaining	remain	VERB
economy-550	164	8	thaksin	thaksin	NOUN
economy-550	164	9	years	year	NOUN
economy-550	164	10	,	,	PUNCT
economy-550	164	11	the	the	DET
economy-550	164	12	year	year	NOUN
economy-550	164	13	of	of	ADP
economy-550	164	14	the	the	DET
economy-550	164	15	coup	coup	NOUN
economy-550	164	16	,	,	PUNCT
economy-550	164	17	and	and	CCONJ
economy-550	164	18	the	the	DET
economy-550	164	19	pro	pro	ADJ
economy-550	164	20	-	-	ADJ
economy-550	164	21	thaksin	thaksin	ADJ
economy-550	164	22	samak	samak	PROPN
economy-550	164	23	/	/	SYM
economy-550	164	24	somchai	somchai	PROPN
economy-550	164	25	regime	regime	NOUN
economy-550	164	26	)	)	PUNCT
economy-550	164	27	,	,	PUNCT
economy-550	164	28	annual	annual	ADJ
economy-550	164	29	dgdp	dgdp	NOUN
economy-550	164	30	/	/	SYM
economy-550	164	31	dg	dg	NOUN
economy-550	164	32	ranged	range	VERB
economy-550	164	33	between	between	ADP
economy-550	164	34	6.33	6.33	NUM
economy-550	164	35	and	and	CCONJ
economy-550	164	36	6.77	6.77	NUM
economy-550	164	37	.	.	PUNCT
economy-550	165	1	however	however	ADV
economy-550	165	2	,	,	PUNCT
economy-550	165	3	annual	annual	ADJ
economy-550	165	4	dgdp	dgdp	NOUN
economy-550	165	5	/	/	SYM
economy-550	165	6	dg	dg	PROPN
economy-550	165	7	fell	fall	VERB
economy-550	165	8	to	to	ADP
economy-550	165	9	6.13	6.13	NUM
economy-550	165	10	in	in	ADP
economy-550	165	11	2009	2009	NUM
economy-550	165	12	,	,	PUNCT
economy-550	165	13	the	the	DET
economy-550	165	14	first	first	ADJ
economy-550	165	15	year	year	NOUN
economy-550	165	16	under	under	ADP
economy-550	165	17	the	the	DET
economy-550	165	18	next	next	ADJ
economy-550	165	19	democrat	democrat	PROPN
economy-550	165	20	regime	regime	NOUN
economy-550	165	21	.	.	PUNCT
economy-550	166	1	the	the	DET
economy-550	166	2	democrats	democrats	PROPN
economy-550	166	3	in	in	ADP
economy-550	166	4	2010	2010	NUM
economy-550	166	5	started	start	VERB
economy-550	166	6	to	to	PART
economy-550	166	7	implement	implement	VERB
economy-550	166	8	more	more	ADJ
economy-550	166	9	pro	pro	ADJ
economy-550	166	10	-	-	ADJ
economy-550	166	11	equality	equality	ADJ
economy-550	166	12	programs	program	NOUN
economy-550	166	13	than	than	SCONJ
economy-550	166	14	they	they	PRON
economy-550	166	15	previously	previously	ADV
economy-550	166	16	had	have	VERB
economy-550	166	17	and	and	CCONJ
economy-550	166	18	annual	annual	ADJ
economy-550	166	19	dgdp	dgdp	NOUN
economy-550	166	20	/	/	SYM
economy-550	166	21	dg	dg	PROPN
economy-550	166	22	rebounded	rebound	VERB
economy-550	166	23	to	to	ADP
economy-550	166	24	6.48	6.48	NUM
economy-550	166	25	.	.	PUNCT
economy-550	167	1	again	again	ADV
economy-550	167	2	keynesian	keynesian	ADJ
economy-550	167	3	theory	theory	NOUN
economy-550	167	4	would	would	AUX
economy-550	167	5	predict	predict	VERB
economy-550	167	6	a	a	DET
economy-550	167	7	higher	high	ADJ
economy-550	167	8	multiplier	multipli	ADJ
economy-550	167	9	under	under	ADP
economy-550	167	10	pro	pro	ADJ
economy-550	167	11	-	-	ADJ
economy-550	167	12	equality	equality	ADJ
economy-550	167	13	regimes	regime	NOUN
economy-550	167	14	(	(	PUNCT
economy-550	167	15	ceteris	ceteris	NOUN
economy-550	167	16	paribus	paribus	NOUN
economy-550	167	17	)	)	PUNCT
economy-550	167	18	because	because	SCONJ
economy-550	167	19	increasing	increase	VERB
economy-550	167	20	equality	equality	NOUN
economy-550	167	21	increases	increase	VERB
economy-550	167	22	the	the	DET
economy-550	167	23	marginal	marginal	ADJ
economy-550	167	24	propensity	propensity	NOUN
economy-550	167	25	to	to	PART
economy-550	167	26	consume	consume	VERB
economy-550	167	27	.	.	PUNCT
economy-550	168	1	under	under	ADP
economy-550	168	2	yingluck	yingluck	NOUN
economy-550	168	3	,	,	PUNCT
economy-550	168	4	thaksin	thaksin	PROPN
economy-550	168	5	’s	’s	PART
economy-550	168	6	sister	sister	NOUN
economy-550	168	7	,	,	PUNCT
economy-550	168	8	annual	annual	ADJ
economy-550	168	9	dgdp	dgdp	NOUN
economy-550	168	10	/	/	SYM
economy-550	168	11	dg	dg	NOUN
economy-550	168	12	slightly	slightly	ADV
economy-550	168	13	declined	decline	VERB
economy-550	168	14	from	from	ADP
economy-550	168	15	6.39	6.39	NUM
economy-550	168	16	to	to	ADP
economy-550	168	17	6.31	6.31	NUM
economy-550	168	18	.	.	PUNCT
economy-550	169	1	table	table	NOUN
economy-550	169	2	2	2	NUM
economy-550	169	3	and	and	CCONJ
economy-550	169	4	figure	figure	VERB
economy-550	169	5	4	4	NUM
economy-550	169	6	show	show	VERB
economy-550	169	7	the	the	DET
economy-550	169	8	dgdp	dgdp	PROPN
economy-550	169	9	/	/	SYM
economy-550	169	10	dx	dx	PROPN
economy-550	169	11	results	result	NOUN
economy-550	169	12	.	.	PUNCT
economy-550	170	1	notice	notice	VERB
economy-550	170	2	that	that	SCONJ
economy-550	170	3	dgdp	dgdp	NOUN
economy-550	170	4	/	/	SYM
economy-550	170	5	dx	dx	PROPN
economy-550	170	6	for	for	ADP
economy-550	170	7	thailand	thailand	PROPN
economy-550	170	8	is	be	AUX
economy-550	170	9	always	always	ADV
economy-550	170	10	much	much	ADV
economy-550	170	11	lower	low	ADJ
economy-550	170	12	than	than	ADP
economy-550	170	13	dgdp	dgdp	NOUN
economy-550	170	14	/	/	SYM
economy-550	170	15	dg	dg	PROPN
economy-550	170	16	.	.	PUNCT
economy-550	171	1	furthermore	furthermore	ADV
economy-550	171	2	,	,	PUNCT
economy-550	171	3	dgdp	dgdp	PROPN
economy-550	171	4	/	/	SYM
economy-550	171	5	dx	dx	PROPN
economy-550	171	6	for	for	ADP
economy-550	171	7	thailand	thailand	PROPN
economy-550	171	8	was	be	AUX
economy-550	171	9	often	often	ADV
economy-550	171	10	less	less	ADJ
economy-550	171	11	than	than	ADP
economy-550	171	12	one	one	NUM
economy-550	171	13	meaning	mean	VERB
economy-550	171	14	that	that	SCONJ
economy-550	171	15	a	a	DET
economy-550	171	16	one	one	NUM
economy-550	171	17	million	million	NUM
economy-550	171	18	baht	baht	NOUN
economy-550	171	19	increase	increase	NOUN
economy-550	171	20	in	in	ADP
economy-550	171	21	exports	export	NOUN
economy-550	171	22	increased	increase	VERB
economy-550	171	23	gdp	gdp	NOUN
economy-550	171	24	by	by	ADP
economy-550	171	25	less	less	ADJ
economy-550	171	26	than	than	ADP
economy-550	171	27	one	one	NUM
economy-550	171	28	million	million	NUM
economy-550	171	29	baht	baht	NOUN
economy-550	171	30	.	.	PUNCT
economy-550	172	1	from	from	ADP
economy-550	172	2	the	the	DET
economy-550	172	3	perspective	perspective	NOUN
economy-550	172	4	of	of	ADP
economy-550	172	5	a	a	DET
economy-550	172	6	simple	simple	ADJ
economy-550	172	7	keynesian	keynesian	ADJ
economy-550	172	8	model	model	NOUN
economy-550	172	9	,	,	PUNCT
economy-550	172	10	the	the	DET
economy-550	172	11	thai	thai	ADJ
economy-550	172	12	results	result	NOUN
economy-550	172	13	are	be	AUX
economy-550	172	14	surprising	surprising	ADJ
economy-550	172	15	.	.	PUNCT
economy-550	173	1	since	since	SCONJ
economy-550	173	2	gdp	gdp	NOUN
economy-550	173	3	=	=	PROPN
economy-550	173	4	c	c	PROPN
economy-550	173	5	+	+	NOUN
economy-550	173	6	i	i	PRON
economy-550	173	7	+	+	CCONJ
economy-550	173	8	g	g	PROPN
economy-550	173	9	+	+	NOUN
economy-550	173	10	x	x	X
economy-550	173	11	–	–	PUNCT
economy-550	173	12	m	m	NOUN
economy-550	173	13	(	(	PUNCT
economy-550	173	14	where	where	SCONJ
economy-550	173	15	c	c	NOUN
economy-550	173	16	=	=	PUNCT
economy-550	173	17	private	private	ADJ
economy-550	173	18	consumption	consumption	NOUN
economy-550	173	19	,	,	PUNCT
economy-550	173	20	i	i	PRON
economy-550	173	21	=	=	NOUN
economy-550	173	22	investment	investment	NOUN
economy-550	173	23	,	,	PUNCT
economy-550	173	24	g	g	NOUN
economy-550	173	25	=	=	NOUN
economy-550	173	26	government	government	NOUN
economy-550	173	27	consumption	consumption	NOUN
economy-550	173	28	,	,	PUNCT
economy-550	173	29	x	x	PUNCT
economy-550	173	30	=	=	SYM
economy-550	173	31	exports	export	NOUN
economy-550	173	32	,	,	PUNCT
economy-550	173	33	and	and	CCONJ
economy-550	173	34	m	m	NOUN
economy-550	173	35	=	=	NOUN
economy-550	173	36	imports	import	NOUN
economy-550	173	37	)	)	PUNCT
economy-550	173	38	,	,	PUNCT
economy-550	173	39	one	one	PRON
economy-550	173	40	would	would	AUX
economy-550	173	41	expect	expect	VERB
economy-550	173	42	dgdp	dgdp	NOUN
economy-550	173	43	/	/	SYM
economy-550	173	44	dx	dx	PROPN
economy-550	173	45	to	to	PART
economy-550	173	46	equal	equal	ADJ
economy-550	173	47	dgdp	dgdp	NOUN
economy-550	173	48	/	/	SYM
economy-550	173	49	dg	dg	X
economy-550	173	50	(	(	PUNCT
economy-550	173	51	because	because	SCONJ
economy-550	173	52	both	both	DET
economy-550	173	53	g	g	PROPN
economy-550	173	54	and	and	CCONJ
economy-550	173	55	x	x	PRON
economy-550	173	56	are	be	AUX
economy-550	173	57	added	add	VERB
economy-550	173	58	into	into	ADP
economy-550	173	59	gdp	gdp	NOUN
economy-550	173	60	in	in	ADP
economy-550	173	61	the	the	DET
economy-550	173	62	same	same	ADJ
economy-550	173	63	way	way	NOUN
economy-550	173	64	)	)	PUNCT
economy-550	173	65	.	.	PUNCT
economy-550	174	1	there	there	PRON
economy-550	174	2	are	be	VERB
economy-550	174	3	several	several	ADJ
economy-550	174	4	reasons	reason	NOUN
economy-550	174	5	why	why	SCONJ
economy-550	174	6	dgdp	dgdp	NOUN
economy-550	174	7	/	/	SYM
economy-550	174	8	dx	dx	PROPN
economy-550	174	9	would	would	AUX
economy-550	174	10	be	be	AUX
economy-550	174	11	less	less	ADJ
economy-550	174	12	than	than	ADP
economy-550	174	13	dgdp	dgdp	NOUN
economy-550	174	14	/	/	SYM
economy-550	174	15	dg	dg	NOUN
economy-550	174	16	in	in	ADP
economy-550	174	17	a	a	DET
economy-550	174	18	more	more	ADV
economy-550	174	19	complex	complex	ADJ
economy-550	174	20	keynesian	keynesian	ADJ
economy-550	174	21	model	model	NOUN
economy-550	174	22	.	.	PUNCT
economy-550	175	1	government	government	NOUN
economy-550	175	2	consumption	consumption	NOUN
economy-550	175	3	is	be	AUX
economy-550	175	4	often	often	ADV
economy-550	175	5	done	do	VERB
economy-550	175	6	for	for	ADP
economy-550	175	7	the	the	DET
economy-550	175	8	benefit	benefit	NOUN
economy-550	175	9	of	of	ADP
economy-550	175	10	the	the	DET
economy-550	175	11	country	country	NOUN
economy-550	175	12	in	in	ADP
economy-550	175	13	contrast	contrast	NOUN
economy-550	175	14	to	to	ADP
economy-550	175	15	exports	export	NOUN
economy-550	175	16	which	which	PRON
economy-550	175	17	are	be	AUX
economy-550	175	18	done	do	VERB
economy-550	175	19	for	for	ADP
economy-550	175	20	the	the	DET
economy-550	175	21	economy	economy	NOUN
economy-550	175	22	,	,	PUNCT
economy-550	175	23	2014	2014	NUM
economy-550	175	24	,	,	PUNCT
economy-550	175	25	1(1	1(1	NUM
economy-550	175	26	):	):	PUNCT
economy-550	175	27	20	20	NUM
economy-550	175	28	-	-	SYM
economy-550	175	29	31	31	NUM
economy-550	175	30	28	28	NUM
economy-550	175	31	benefit	benefit	NOUN
economy-550	175	32	of	of	ADP
economy-550	175	33	private	private	ADJ
economy-550	175	34	citizens	citizen	NOUN
economy-550	175	35	and	and	CCONJ
economy-550	175	36	companies	company	NOUN
economy-550	175	37	.	.	PUNCT
economy-550	176	1	thus	thus	ADV
economy-550	176	2	government	government	NOUN
economy-550	176	3	consumption	consumption	NOUN
economy-550	176	4	is	be	AUX
economy-550	176	5	more	more	ADV
economy-550	176	6	likely	likely	ADJ
economy-550	176	7	to	to	PART
economy-550	176	8	be	be	AUX
economy-550	176	9	pro	pro	ADJ
economy-550	176	10	-	-	ADJ
economy-550	176	11	equality	equality	NOUN
economy-550	176	12	while	while	SCONJ
economy-550	176	13	exporting	export	VERB
economy-550	176	14	is	be	AUX
economy-550	176	15	often	often	ADV
economy-550	176	16	correlated	correlate	VERB
economy-550	176	17	with	with	ADP
economy-550	176	18	increased	increase	VERB
economy-550	176	19	inequality	inequality	NOUN
economy-550	176	20	.	.	PUNCT
economy-550	177	1	greater	great	ADJ
economy-550	177	2	equality	equality	NOUN
economy-550	177	3	causes	cause	VERB
economy-550	177	4	the	the	DET
economy-550	177	5	marginal	marginal	ADJ
economy-550	177	6	propensity	propensity	NOUN
economy-550	177	7	to	to	PART
economy-550	177	8	consume	consume	VERB
economy-550	177	9	to	to	PART
economy-550	177	10	raise	raise	VERB
economy-550	177	11	causing	cause	VERB
economy-550	177	12	government	government	NOUN
economy-550	177	13	policy	policy	NOUN
economy-550	177	14	multipliers	multiplier	NOUN
economy-550	177	15	to	to	PART
economy-550	177	16	increase	increase	VERB
economy-550	177	17	.	.	PUNCT
economy-550	178	1	many	many	ADJ
economy-550	178	2	asian	asian	ADJ
economy-550	178	3	countries	country	NOUN
economy-550	178	4	,	,	PUNCT
economy-550	178	5	especially	especially	ADV
economy-550	178	6	prior	prior	ADV
economy-550	178	7	to	to	ADP
economy-550	178	8	2008	2008	NUM
economy-550	178	9	,	,	PUNCT
economy-550	178	10	embraced	embrace	VERB
economy-550	178	11	an	an	DET
economy-550	178	12	export	export	NOUN
economy-550	178	13	driven	drive	VERB
economy-550	178	14	growth	growth	NOUN
economy-550	178	15	strategy	strategy	NOUN
economy-550	178	16	which	which	PRON
economy-550	178	17	explicitly	explicitly	ADV
economy-550	178	18	entailed	entail	VERB
economy-550	178	19	greater	great	ADJ
economy-550	178	20	inequality	inequality	NOUN
economy-550	178	21	.	.	PUNCT
economy-550	179	1	for	for	ADP
economy-550	179	2	example	example	NOUN
economy-550	179	3	china	china	PROPN
economy-550	179	4	(	(	PUNCT
economy-550	179	5	prior	prior	ADV
economy-550	179	6	to	to	ADP
economy-550	179	7	2008	2008	NUM
economy-550	179	8	)	)	PUNCT
economy-550	179	9	embraced	embrace	VERB
economy-550	179	10	an	an	DET
economy-550	179	11	export	export	NOUN
economy-550	179	12	driven	drive	VERB
economy-550	179	13	growth	growth	NOUN
economy-550	179	14	model	model	NOUN
economy-550	179	15	that	that	PRON
economy-550	179	16	employed	employ	VERB
economy-550	179	17	a	a	DET
economy-550	179	18	suppressed	suppress	VERB
economy-550	179	19	exchange	exchange	NOUN
economy-550	179	20	rate	rate	NOUN
economy-550	179	21	,	,	PUNCT
economy-550	179	22	which	which	DET
economy-550	179	23	leightner	leightner	NOUN
economy-550	179	24	(	(	PUNCT
economy-550	179	25	2015	2015	NUM
economy-550	179	26	)	)	PUNCT
economy-550	179	27	shows	show	VERB
economy-550	179	28	hurts	hurt	VERB
economy-550	179	29	consumers	consumer	NOUN
economy-550	179	30	and	and	CCONJ
economy-550	179	31	helps	help	VERB
economy-550	179	32	producers	producer	NOUN
economy-550	179	33	,	,	PUNCT
economy-550	179	34	and	and	CCONJ
economy-550	179	35	the	the	DET
economy-550	179	36	suppression	suppression	NOUN
economy-550	179	37	of	of	ADP
economy-550	179	38	wages	wage	NOUN
economy-550	179	39	which	which	PRON
economy-550	179	40	further	far	ADV
economy-550	179	41	hurts	hurt	VERB
economy-550	179	42	consumers	consumer	NOUN
economy-550	179	43	.	.	PUNCT
economy-550	180	1	please	please	INTJ
economy-550	180	2	understand	understand	VERB
economy-550	180	3	that	that	SCONJ
economy-550	180	4	we	we	PRON
economy-550	180	5	are	be	AUX
economy-550	180	6	not	not	PART
economy-550	180	7	anti	anti	ADJ
economy-550	180	8	-	-	ADJ
economy-550	180	9	trade	trade	ADJ
economy-550	180	10	.	.	PUNCT
economy-550	181	1	there	there	PRON
economy-550	181	2	are	be	VERB
economy-550	181	3	real	real	ADJ
economy-550	181	4	gains	gain	NOUN
economy-550	181	5	from	from	ADP
economy-550	181	6	trade	trade	NOUN
economy-550	181	7	.	.	PUNCT
economy-550	182	1	however	however	ADV
economy-550	182	2	,	,	PUNCT
economy-550	182	3	many	many	ADJ
economy-550	182	4	countries	country	NOUN
economy-550	182	5	have	have	AUX
economy-550	182	6	tried	try	VERB
economy-550	182	7	to	to	PART
economy-550	182	8	increase	increase	VERB
economy-550	182	9	those	those	DET
economy-550	182	10	gains	gain	NOUN
economy-550	182	11	by	by	ADP
economy-550	182	12	employing	employ	VERB
economy-550	182	13	market	market	NOUN
economy-550	182	14	distortions	distortion	NOUN
economy-550	182	15	,	,	PUNCT
economy-550	182	16	like	like	ADP
economy-550	182	17	suppressed	suppress	VERB
economy-550	182	18	wage	wage	NOUN
economy-550	182	19	rates	rate	NOUN
economy-550	182	20	and	and	CCONJ
economy-550	182	21	exchange	exchange	NOUN
economy-550	182	22	rates	rate	NOUN
economy-550	182	23	,	,	PUNCT
economy-550	182	24	and	and	CCONJ
economy-550	182	25	these	these	DET
economy-550	182	26	distortions	distortion	NOUN
economy-550	182	27	are	be	AUX
economy-550	182	28	no	no	ADV
economy-550	182	29	longer	long	ADV
economy-550	182	30	able	able	ADJ
economy-550	182	31	to	to	PART
economy-550	182	32	drive	drive	VERB
economy-550	182	33	sustainable	sustainable	ADJ
economy-550	182	34	growth	growth	NOUN
economy-550	182	35	in	in	ADP
economy-550	182	36	today	today	NOUN
economy-550	182	37	’s	’s	PART
economy-550	182	38	world	world	NOUN
economy-550	182	39	.	.	PUNCT
economy-550	183	1	the	the	DET
economy-550	183	2	remainder	remainder	NOUN
economy-550	183	3	of	of	ADP
economy-550	183	4	section	section	NOUN
economy-550	183	5	iii	iii	PROPN
economy-550	183	6	will	will	AUX
economy-550	183	7	explore	explore	VERB
economy-550	183	8	the	the	DET
economy-550	183	9	issues	issue	NOUN
economy-550	183	10	dealing	deal	VERB
economy-550	183	11	with	with	ADP
economy-550	183	12	trade	trade	NOUN
economy-550	183	13	in	in	ADP
economy-550	183	14	more	more	ADJ
economy-550	183	15	depth	depth	NOUN
economy-550	183	16	.	.	PUNCT
economy-550	184	1	figure-4	figure-4	NOUN
economy-550	184	2	.	.	PUNCT
economy-550	184	3	dgdp	dgdp	PROPN
economy-550	184	4	/	/	SYM
economy-550	184	5	dx	dx	PROPN
economy-550	184	6	figure-5	figure-5	PROPN
economy-550	184	7	.	.	PUNCT
economy-550	184	8	dgdp	dgdp	PROPN
economy-550	184	9	/	/	SYM
economy-550	184	10	de	de	X
economy-550	184	11	figure	figure	NOUN
economy-550	184	12	5	5	NUM
economy-550	184	13	shows	show	VERB
economy-550	184	14	the	the	DET
economy-550	184	15	dgdp	dgdp	NOUN
economy-550	184	16	/	/	SYM
economy-550	184	17	de	de	X
economy-550	184	18	results	result	NOUN
economy-550	184	19	where	where	SCONJ
economy-550	184	20	“	"	PUNCT
economy-550	184	21	e	e	NOUN
economy-550	184	22	”	"	PUNCT
economy-550	184	23	is	be	AUX
economy-550	184	24	the	the	DET
economy-550	184	25	baht	baht	NOUN
economy-550	184	26	/	/	SYM
economy-550	184	27	us	us	PROPN
economy-550	184	28	dollar	dollar	NOUN
economy-550	184	29	exchange	exchange	NOUN
economy-550	184	30	rate	rate	NOUN
economy-550	184	31	and	and	CCONJ
economy-550	184	32	gdp	gdp	NOUN
economy-550	184	33	is	be	AUX
economy-550	184	34	in	in	ADP
economy-550	184	35	units	unit	NOUN
economy-550	184	36	of	of	ADP
economy-550	184	37	five	five	NUM
economy-550	184	38	billion	billion	NUM
economy-550	184	39	baht	baht	NOUN
economy-550	184	40	.	.	PUNCT
economy-550	185	1	the	the	DET
economy-550	185	2	dgdp	dgdp	NOUN
economy-550	185	3	/	/	SYM
economy-550	185	4	de	de	X
economy-550	185	5	value	value	NOUN
economy-550	185	6	of	of	ADP
economy-550	185	7	23.26	23.26	NUM
economy-550	185	8	in	in	ADP
economy-550	185	9	the	the	DET
economy-550	185	10	first	first	ADJ
economy-550	185	11	quarter	quarter	NOUN
economy-550	185	12	of	of	ADP
economy-550	185	13	1993	1993	NUM
economy-550	185	14	means	mean	VERB
economy-550	185	15	that	that	SCONJ
economy-550	185	16	for	for	ADP
economy-550	185	17	every	every	DET
economy-550	185	18	one	one	NUM
economy-550	185	19	baht	baht	NOUN
economy-550	185	20	increase	increase	NOUN
economy-550	185	21	in	in	ADP
economy-550	185	22	the	the	DET
economy-550	185	23	baht	baht	NOUN
economy-550	185	24	per	per	ADP
economy-550	185	25	us	us	PROPN
economy-550	185	26	dollar	dollar	NOUN
economy-550	185	27	exchange	exchange	NOUN
economy-550	185	28	rate	rate	NOUN
economy-550	185	29	,	,	PUNCT
economy-550	185	30	thailand	thailand	PROPN
economy-550	185	31	’s	’s	PART
economy-550	185	32	gdp	gdp	NOUN
economy-550	185	33	increased	increase	VERB
economy-550	185	34	by	by	ADP
economy-550	185	35	116.3	116.3	NUM
economy-550	185	36	billion	billion	NUM
economy-550	185	37	baht	baht	NOUN
economy-550	185	38	(	(	PUNCT
economy-550	185	39	5	5	NUM
economy-550	185	40	billion	billion	NUM
economy-550	185	41	x	x	SYM
economy-550	185	42	23.26	23.26	NUM
economy-550	185	43	)	)	PUNCT
economy-550	185	44	.	.	PUNCT
economy-550	186	1	notice	notice	VERB
economy-550	186	2	that	that	SCONJ
economy-550	186	3	an	an	DET
economy-550	186	4	increase	increase	NOUN
economy-550	186	5	in	in	ADP
economy-550	186	6	“	"	PUNCT
economy-550	186	7	e	e	NOUN
economy-550	186	8	”	"	PUNCT
economy-550	186	9	is	be	AUX
economy-550	186	10	a	a	DET
economy-550	186	11	depreciation	depreciation	NOUN
economy-550	186	12	of	of	ADP
economy-550	186	13	the	the	DET
economy-550	186	14	baht	baht	NOUN
economy-550	186	15	and	and	CCONJ
economy-550	186	16	a	a	DET
economy-550	186	17	decrease	decrease	NOUN
economy-550	186	18	in	in	ADP
economy-550	186	19	“	"	PUNCT
economy-550	186	20	e	e	NOUN
economy-550	186	21	”	"	PUNCT
economy-550	186	22	is	be	AUX
economy-550	186	23	an	an	DET
economy-550	186	24	appreciation	appreciation	NOUN
economy-550	186	25	of	of	ADP
economy-550	186	26	the	the	DET
economy-550	186	27	baht	baht	NOUN
economy-550	186	28	.	.	PUNCT
economy-550	187	1	thailand	thailand	PROPN
economy-550	187	2	’s	’s	PART
economy-550	187	3	dgdp	dgdp	PROPN
economy-550	187	4	/	/	SYM
economy-550	187	5	de	de	X
economy-550	187	6	steadily	steadily	ADV
economy-550	187	7	increased	increase	VERB
economy-550	187	8	from	from	ADP
economy-550	187	9	116.3	116.3	NUM
economy-550	187	10	billion	billion	NUM
economy-550	187	11	baht	baht	NOUN
economy-550	187	12	in	in	ADP
economy-550	187	13	the	the	DET
economy-550	187	14	first	first	ADJ
economy-550	187	15	quarter	quarter	NOUN
economy-550	187	16	of	of	ADP
economy-550	187	17	1993	1993	NUM
economy-550	187	18	to	to	ADP
economy-550	187	19	132.6	132.6	NUM
economy-550	187	20	billion	billion	NUM
economy-550	187	21	baht	baht	NOUN
economy-550	187	22	in	in	ADP
economy-550	187	23	the	the	DET
economy-550	187	24	second	second	ADJ
economy-550	187	25	quarter	quarter	NOUN
economy-550	187	26	of	of	ADP
economy-550	187	27	1997	1997	NUM
economy-550	187	28	.	.	PUNCT
economy-550	188	1	the	the	DET
economy-550	188	2	top	top	ADJ
economy-550	188	3	line	line	NOUN
economy-550	188	4	in	in	ADP
economy-550	188	5	figure	figure	NOUN
economy-550	188	6	5	5	NUM
economy-550	188	7	shows	show	VERB
economy-550	188	8	that	that	SCONJ
economy-550	188	9	when	when	SCONJ
economy-550	188	10	the	the	DET
economy-550	188	11	thai	thai	ADJ
economy-550	188	12	baht	baht	NOUN
economy-550	188	13	was	be	AUX
economy-550	188	14	floated	float	VERB
economy-550	188	15	on	on	ADP
economy-550	188	16	july	july	PROPN
economy-550	188	17	2	2	NUM
economy-550	188	18	,	,	PUNCT
economy-550	188	19	1997	1997	NUM
economy-550	188	20	,	,	PUNCT
economy-550	188	21	the	the	DET
economy-550	188	22	exchange	exchange	NOUN
economy-550	188	23	rate	rate	NOUN
economy-550	188	24	(	(	PUNCT
economy-550	188	25	baht	baht	NOUN
economy-550	188	26	/	/	SYM
economy-550	188	27	dollar	dollar	NOUN
economy-550	188	28	)	)	PUNCT
economy-550	188	29	immediately	immediately	ADV
economy-550	188	30	rose	rise	VERB
economy-550	188	31	to	to	ADP
economy-550	188	32	32.62	32.62	NUM
economy-550	188	33	baht	baht	NOUN
economy-550	188	34	/	/	SYM
economy-550	188	35	dollar	dollar	NOUN
economy-550	188	36	and	and	CCONJ
economy-550	188	37	kept	keep	VERB
economy-550	188	38	rising	rise	VERB
economy-550	188	39	until	until	SCONJ
economy-550	188	40	it	it	PRON
economy-550	188	41	hit	hit	VERB
economy-550	188	42	46.68	46.68	NUM
economy-550	188	43	baht	baht	NOUN
economy-550	188	44	/	/	SYM
economy-550	188	45	dollar	dollar	NOUN
economy-550	188	46	in	in	ADP
economy-550	188	47	the	the	DET
economy-550	188	48	first	first	ADJ
economy-550	188	49	quarter	quarter	NOUN
economy-550	188	50	of	of	ADP
economy-550	188	51	1998	1998	NUM
economy-550	188	52	(	(	PUNCT
economy-550	188	53	if	if	SCONJ
economy-550	188	54	we	we	PRON
economy-550	188	55	were	be	AUX
economy-550	188	56	to	to	PART
economy-550	188	57	examine	examine	VERB
economy-550	188	58	daily	daily	ADJ
economy-550	188	59	values	value	NOUN
economy-550	188	60	of	of	ADP
economy-550	188	61	the	the	DET
economy-550	188	62	baht	baht	NOUN
economy-550	188	63	,	,	PUNCT
economy-550	188	64	instead	instead	ADV
economy-550	188	65	of	of	ADP
economy-550	188	66	quarterly	quarterly	ADJ
economy-550	188	67	values	value	NOUN
economy-550	188	68	,	,	PUNCT
economy-550	188	69	the	the	DET
economy-550	188	70	baht	baht	NOUN
economy-550	188	71	hit	hit	VERB
economy-550	188	72	a	a	DET
economy-550	188	73	high	high	NOUN
economy-550	188	74	of	of	ADP
economy-550	188	75	55.5	55.5	NUM
economy-550	188	76	baht	baht	NOUN
economy-550	188	77	/	/	SYM
economy-550	188	78	dollar	dollar	NOUN
economy-550	188	79	)	)	PUNCT
economy-550	188	80	.	.	PUNCT
economy-550	189	1	this	this	DET
economy-550	189	2	depreciation	depreciation	NOUN
economy-550	189	3	of	of	ADP
economy-550	189	4	the	the	DET
economy-550	189	5	baht	baht	NOUN
economy-550	189	6	(	(	PUNCT
economy-550	189	7	dollars	dollar	NOUN
economy-550	189	8	/	/	SYM
economy-550	189	9	baht	baht	NOUN
economy-550	189	10	falling	fall	VERB
economy-550	189	11	or	or	CCONJ
economy-550	189	12	baht	baht	NOUN
economy-550	189	13	/	/	SYM
economy-550	189	14	dollar	dollar	NOUN
economy-550	189	15	rising	rise	VERB
economy-550	189	16	)	)	PUNCT
economy-550	189	17	is	be	AUX
economy-550	189	18	correlated	correlate	VERB
economy-550	189	19	with	with	ADP
economy-550	189	20	dgdp	dgdp	NOUN
economy-550	189	21	/	/	SYM
economy-550	189	22	de	de	X
economy-550	189	23	economy	economy	NOUN
economy-550	189	24	,	,	PUNCT
economy-550	189	25	2014	2014	NUM
economy-550	189	26	,	,	PUNCT
economy-550	189	27	1(1	1(1	NUM
economy-550	189	28	):	):	PUNCT
economy-550	189	29	20	20	NUM
economy-550	189	30	-	-	SYM
economy-550	189	31	31	31	NUM
economy-550	189	32	29	29	NUM
economy-550	189	33	falling	fall	VERB
economy-550	189	34	from	from	ADP
economy-550	189	35	132.6	132.6	NUM
economy-550	189	36	billion	billion	NUM
economy-550	189	37	baht	baht	NOUN
economy-550	189	38	in	in	ADP
economy-550	189	39	the	the	DET
economy-550	189	40	second	second	ADJ
economy-550	189	41	quarter	quarter	NOUN
economy-550	189	42	of	of	ADP
economy-550	189	43	1997	1997	NUM
economy-550	189	44	to	to	ADP
economy-550	189	45	73.25	73.25	NUM
economy-550	189	46	billion	billion	NUM
economy-550	189	47	baht	baht	NOUN
economy-550	189	48	in	in	ADP
economy-550	189	49	the	the	DET
economy-550	189	50	first	first	ADJ
economy-550	189	51	quarter	quarter	NOUN
economy-550	189	52	of	of	ADP
economy-550	189	53	1998	1998	NUM
economy-550	189	54	for	for	ADP
economy-550	189	55	a	a	DET
economy-550	189	56	44.8	44.8	NUM
economy-550	189	57	percent	percent	NOUN
economy-550	189	58	decline	decline	NOUN
economy-550	189	59	.	.	PUNCT
economy-550	190	1	this	this	PRON
economy-550	190	2	means	mean	VERB
economy-550	190	3	that	that	SCONJ
economy-550	190	4	the	the	DET
economy-550	190	5	immediate	immediate	ADJ
economy-550	190	6	boost	boost	NOUN
economy-550	190	7	to	to	ADP
economy-550	190	8	gdp	gdp	NOUN
economy-550	190	9	in	in	ADP
economy-550	190	10	1997	1997	NUM
economy-550	190	11	-	-	SYM
economy-550	190	12	1998	1998	NUM
economy-550	190	13	from	from	ADP
economy-550	190	14	the	the	DET
economy-550	190	15	depreciation	depreciation	NOUN
economy-550	190	16	of	of	ADP
economy-550	190	17	the	the	DET
economy-550	190	18	baht	baht	NOUN
economy-550	190	19	was	be	AUX
economy-550	190	20	44.8	44.8	NUM
economy-550	190	21	percent	percent	NOUN
economy-550	190	22	less	less	ADJ
economy-550	190	23	than	than	ADP
economy-550	190	24	what	what	PRON
economy-550	190	25	the	the	DET
economy-550	190	26	thais	thais	PROPN
economy-550	190	27	expected	expect	VERB
economy-550	190	28	based	base	VERB
economy-550	190	29	on	on	ADP
economy-550	190	30	data	datum	NOUN
economy-550	190	31	immediately	immediately	ADV
economy-550	190	32	prior	prior	ADV
economy-550	190	33	to	to	ADP
economy-550	190	34	the	the	DET
economy-550	190	35	fall	fall	NOUN
economy-550	190	36	.	.	PUNCT
economy-550	191	1	figure	figure	NOUN
economy-550	191	2	5	5	NUM
economy-550	191	3	also	also	ADV
economy-550	191	4	shows	show	VERB
economy-550	191	5	that	that	SCONJ
economy-550	191	6	dgdp	dgdp	NOUN
economy-550	191	7	/	/	SYM
economy-550	191	8	de	de	X
economy-550	191	9	steadily	steadily	ADV
economy-550	191	10	rose	rise	VERB
economy-550	191	11	during	during	ADP
economy-550	191	12	the	the	DET
economy-550	191	13	thaksin	thaksin	NOUN
economy-550	191	14	years	year	NOUN
economy-550	191	15	(	(	PUNCT
economy-550	191	16	2001	2001	NUM
economy-550	191	17	-	-	SYM
economy-550	191	18	2006	2006	NUM
economy-550	191	19	)	)	PUNCT
economy-550	191	20	and	and	CCONJ
economy-550	191	21	accelerated	accelerate	VERB
economy-550	191	22	its	its	PRON
economy-550	191	23	increase	increase	NOUN
economy-550	191	24	in	in	ADP
economy-550	191	25	the	the	DET
economy-550	191	26	year	year	NOUN
economy-550	191	27	of	of	ADP
economy-550	191	28	the	the	DET
economy-550	191	29	coup	coup	NOUN
economy-550	191	30	(	(	PUNCT
economy-550	191	31	2007	2007	NUM
economy-550	191	32	)	)	PUNCT
economy-550	191	33	and	and	CCONJ
economy-550	191	34	during	during	ADP
economy-550	191	35	the	the	DET
economy-550	191	36	pro	pro	ADJ
economy-550	191	37	-	-	ADJ
economy-550	191	38	thaksin	thaksin	ADJ
economy-550	191	39	samak	samak	PROPN
economy-550	191	40	/	/	SYM
economy-550	191	41	somchai	somchai	PROPN
economy-550	191	42	regime	regime	NOUN
economy-550	191	43	.	.	PUNCT
economy-550	192	1	however	however	ADV
economy-550	192	2	,	,	PUNCT
economy-550	192	3	when	when	SCONJ
economy-550	192	4	the	the	DET
economy-550	192	5	democrats	democrats	PROPN
economy-550	192	6	took	take	VERB
economy-550	192	7	over	over	ADP
economy-550	192	8	in	in	ADP
economy-550	192	9	2008	2008	NUM
economy-550	192	10	,	,	PUNCT
economy-550	192	11	dgdp	dgdp	NOUN
economy-550	192	12	/	/	SYM
economy-550	192	13	de	de	PROPN
economy-550	192	14	initially	initially	ADV
economy-550	192	15	fell	fall	VERB
economy-550	192	16	but	but	CCONJ
economy-550	192	17	rebounded	rebound	VERB
economy-550	192	18	in	in	ADP
economy-550	192	19	2009	2009	NUM
economy-550	192	20	.	.	PUNCT
economy-550	193	1	during	during	ADP
economy-550	193	2	the	the	DET
economy-550	193	3	yingluck	yingluck	NOUN
economy-550	193	4	years	year	NOUN
economy-550	193	5	(	(	PUNCT
economy-550	193	6	2011	2011	NUM
economy-550	193	7	-	-	SYM
economy-550	193	8	2013	2013	NUM
economy-550	193	9	)	)	PUNCT
economy-550	193	10	,	,	PUNCT
economy-550	193	11	dgdp	dgdp	NOUN
economy-550	193	12	/	/	SYM
economy-550	193	13	de	de	X
economy-550	193	14	was	be	AUX
economy-550	193	15	the	the	DET
economy-550	193	16	highest	high	ADJ
economy-550	193	17	it	it	PRON
economy-550	193	18	had	have	AUX
economy-550	193	19	been	be	AUX
economy-550	193	20	since	since	SCONJ
economy-550	193	21	1993	1993	NUM
economy-550	193	22	,	,	PUNCT
economy-550	193	23	but	but	CCONJ
economy-550	193	24	was	be	AUX
economy-550	193	25	also	also	ADV
economy-550	193	26	slightly	slightly	ADV
economy-550	193	27	more	more	ADV
economy-550	193	28	volatile	volatile	ADJ
economy-550	193	29	.	.	PUNCT
economy-550	194	1	notice	notice	VERB
economy-550	194	2	that	that	SCONJ
economy-550	194	3	when	when	SCONJ
economy-550	194	4	the	the	DET
economy-550	194	5	baht	baht	NOUN
economy-550	194	6	/	/	SYM
economy-550	194	7	dollar	dollar	NOUN
economy-550	194	8	exchange	exchange	NOUN
economy-550	194	9	rate	rate	NOUN
economy-550	194	10	increases	increase	NOUN
economy-550	194	11	,	,	PUNCT
economy-550	194	12	dgdp	dgdp	NOUN
economy-550	194	13	/	/	SYM
economy-550	194	14	de	de	X
economy-550	194	15	falls	fall	NOUN
economy-550	194	16	,	,	PUNCT
economy-550	194	17	and	and	CCONJ
economy-550	194	18	that	that	SCONJ
economy-550	194	19	when	when	SCONJ
economy-550	194	20	the	the	DET
economy-550	194	21	baht	baht	NOUN
economy-550	194	22	/	/	SYM
economy-550	194	23	dollar	dollar	NOUN
economy-550	194	24	exchange	exchange	NOUN
economy-550	194	25	rate	rate	NOUN
economy-550	194	26	decreases	decrease	NOUN
economy-550	194	27	,	,	PUNCT
economy-550	194	28	dgdp	dgdp	NOUN
economy-550	194	29	/	/	SYM
economy-550	194	30	de	de	NOUN
economy-550	194	31	rises	rise	NOUN
economy-550	194	32	.	.	PUNCT
economy-550	195	1	this	this	PRON
economy-550	195	2	means	mean	VERB
economy-550	195	3	that	that	SCONJ
economy-550	195	4	the	the	DET
economy-550	195	5	positive	positive	ADJ
economy-550	195	6	effects	effect	NOUN
economy-550	195	7	from	from	ADP
economy-550	195	8	the	the	DET
economy-550	195	9	baht	baht	NOUN
economy-550	195	10	/	/	SYM
economy-550	195	11	dollar	dollar	NOUN
economy-550	195	12	exchange	exchange	NOUN
economy-550	195	13	rate	rate	NOUN
economy-550	195	14	rising	rise	VERB
economy-550	195	15	are	be	AUX
economy-550	195	16	weaker	weak	ADJ
economy-550	195	17	than	than	ADP
economy-550	195	18	the	the	DET
economy-550	195	19	negative	negative	ADJ
economy-550	195	20	effects	effect	NOUN
economy-550	195	21	of	of	ADP
economy-550	195	22	the	the	DET
economy-550	195	23	baht	baht	NOUN
economy-550	195	24	/	/	SYM
economy-550	195	25	dollar	dollar	NOUN
economy-550	195	26	exchange	exchange	NOUN
economy-550	195	27	rate	rate	NOUN
economy-550	195	28	falling	fall	VERB
economy-550	195	29	.	.	PUNCT
economy-550	196	1	for	for	ADP
economy-550	196	2	example	example	NOUN
economy-550	196	3	when	when	SCONJ
economy-550	196	4	the	the	DET
economy-550	196	5	exchange	exchange	NOUN
economy-550	196	6	rate	rate	NOUN
economy-550	196	7	went	go	VERB
economy-550	196	8	from	from	ADP
economy-550	196	9	31.04	31.04	NUM
economy-550	196	10	baht	baht	NOUN
economy-550	196	11	/	/	SYM
economy-550	196	12	dollar	dollar	NOUN
economy-550	196	13	in	in	ADP
economy-550	196	14	the	the	DET
economy-550	196	15	first	first	ADJ
economy-550	196	16	quarter	quarter	NOUN
economy-550	196	17	of	of	ADP
economy-550	196	18	2008	2008	NUM
economy-550	196	19	to	to	ADP
economy-550	196	20	35.33	35.33	NUM
economy-550	196	21	baht	baht	NOUN
economy-550	196	22	/	/	SYM
economy-550	196	23	dollar	dollar	NOUN
economy-550	196	24	in	in	ADP
economy-550	196	25	the	the	DET
economy-550	196	26	first	first	ADJ
economy-550	196	27	quarter	quarter	NOUN
economy-550	196	28	of	of	ADP
economy-550	196	29	2009	2009	NUM
economy-550	196	30	,	,	PUNCT
economy-550	196	31	dgdp	dgdp	NOUN
economy-550	196	32	/	/	SYM
economy-550	196	33	de	de	X
economy-550	196	34	went	go	VERB
economy-550	196	35	from	from	ADP
economy-550	196	36	144.7	144.7	NUM
economy-550	196	37	billion	billion	NUM
economy-550	196	38	baht	baht	NOUN
economy-550	196	39	to	to	ADP
economy-550	196	40	124.75	124.75	NUM
economy-550	196	41	billion	billion	NUM
economy-550	196	42	baht	baht	NOUN
economy-550	196	43	for	for	ADP
economy-550	196	44	a	a	DET
economy-550	196	45	20	20	NUM
economy-550	196	46	percent	percent	NOUN
economy-550	196	47	decline	decline	NOUN
economy-550	196	48	.	.	PUNCT
economy-550	197	1	in	in	ADP
economy-550	197	2	contrast	contrast	NOUN
economy-550	197	3	,	,	PUNCT
economy-550	197	4	when	when	SCONJ
economy-550	197	5	the	the	DET
economy-550	197	6	exchange	exchange	NOUN
economy-550	197	7	rate	rate	NOUN
economy-550	197	8	went	go	VERB
economy-550	197	9	from	from	ADP
economy-550	197	10	35.33	35.33	NUM
economy-550	197	11	baht	baht	NOUN
economy-550	197	12	/	/	SYM
economy-550	197	13	dollar	dollar	NOUN
economy-550	197	14	in	in	ADP
economy-550	197	15	the	the	DET
economy-550	197	16	first	first	ADJ
economy-550	197	17	quarter	quarter	NOUN
economy-550	197	18	of	of	ADP
economy-550	197	19	2009	2009	NUM
economy-550	197	20	to	to	ADP
economy-550	197	21	29.99	29.99	NUM
economy-550	197	22	baht	baht	NOUN
economy-550	197	23	/	/	SYM
economy-550	197	24	dollar	dollar	NOUN
economy-550	197	25	in	in	ADP
economy-550	197	26	the	the	DET
economy-550	197	27	fourth	fourth	ADJ
economy-550	197	28	quarter	quarter	NOUN
economy-550	197	29	of	of	ADP
economy-550	197	30	2010	2010	NUM
economy-550	197	31	,	,	PUNCT
economy-550	197	32	dgdp	dgdp	NOUN
economy-550	197	33	/	/	SYM
economy-550	197	34	de	de	X
economy-550	197	35	rose	rise	VERB
economy-550	197	36	from	from	ADP
economy-550	197	37	124.75	124.75	NUM
economy-550	197	38	to	to	ADP
economy-550	197	39	159.8	159.8	NUM
economy-550	197	40	billion	billion	NUM
economy-550	197	41	baht	baht	NOUN
economy-550	197	42	for	for	ADP
economy-550	197	43	a	a	DET
economy-550	197	44	28	28	NUM
economy-550	197	45	percent	percent	NOUN
economy-550	197	46	increase	increase	NOUN
economy-550	197	47	.	.	PUNCT
economy-550	198	1	therefore	therefore	ADV
economy-550	198	2	appreciations	appreciation	NOUN
economy-550	198	3	of	of	ADP
economy-550	198	4	the	the	DET
economy-550	198	5	baht	baht	NOUN
economy-550	198	6	(	(	PUNCT
economy-550	198	7	baht	baht	NOUN
economy-550	198	8	/	/	SYM
economy-550	198	9	dollar	dollar	NOUN
economy-550	198	10	falling	fall	VERB
economy-550	198	11	)	)	PUNCT
economy-550	198	12	hurt	hurt	VERB
economy-550	198	13	the	the	DET
economy-550	198	14	thai	thai	ADJ
economy-550	198	15	economy	economy	NOUN
economy-550	198	16	more	more	ADV
economy-550	198	17	than	than	ADP
economy-550	198	18	equal	equal	ADJ
economy-550	198	19	depreciations	depreciation	NOUN
economy-550	198	20	of	of	ADP
economy-550	198	21	the	the	DET
economy-550	198	22	baht	baht	NOUN
economy-550	198	23	help	help	NOUN
economy-550	198	24	.	.	PUNCT
economy-550	199	1	this	this	DET
economy-550	199	2	asymmetric	asymmetric	ADJ
economy-550	199	3	affect	affect	NOUN
economy-550	199	4	could	could	AUX
economy-550	199	5	be	be	AUX
economy-550	199	6	because	because	SCONJ
economy-550	199	7	negative	negative	ADJ
economy-550	199	8	news	news	NOUN
economy-550	199	9	has	have	VERB
economy-550	199	10	a	a	DET
economy-550	199	11	stronger	strong	ADJ
economy-550	199	12	effect	effect	NOUN
economy-550	199	13	on	on	ADP
economy-550	199	14	expectations	expectation	NOUN
economy-550	199	15	than	than	ADP
economy-550	199	16	positive	positive	ADJ
economy-550	199	17	news	news	NOUN
economy-550	199	18	has	have	VERB
economy-550	199	19	.	.	PUNCT
economy-550	200	1	many	many	ADJ
economy-550	200	2	countries	country	NOUN
economy-550	200	3	that	that	PRON
economy-550	200	4	embrace	embrace	VERB
economy-550	200	5	export	export	NOUN
economy-550	200	6	driven	drive	VERB
economy-550	200	7	growth	growth	NOUN
economy-550	200	8	models	model	NOUN
economy-550	200	9	suppress	suppress	VERB
economy-550	200	10	their	their	PRON
economy-550	200	11	exchange	exchange	NOUN
economy-550	200	12	rates	rate	NOUN
economy-550	200	13	below	below	ADP
economy-550	200	14	market	market	NOUN
economy-550	200	15	clearing	clearing	NOUN
economy-550	200	16	levels	level	NOUN
economy-550	200	17	by	by	ADP
economy-550	200	18	printing	print	VERB
economy-550	200	19	more	more	ADJ
economy-550	200	20	of	of	ADP
economy-550	200	21	their	their	PRON
economy-550	200	22	currencies	currency	NOUN
economy-550	200	23	and	and	CCONJ
economy-550	200	24	then	then	ADV
economy-550	200	25	exchanging	exchange	VERB
economy-550	200	26	their	their	PRON
economy-550	200	27	currencies	currency	NOUN
economy-550	200	28	for	for	ADP
economy-550	200	29	us	us	PROPN
economy-550	200	30	dollars	dollar	NOUN
economy-550	200	31	,	,	PUNCT
economy-550	200	32	us	us	PROPN
economy-550	200	33	treasury	treasury	PROPN
economy-550	200	34	bills	bill	NOUN
economy-550	200	35	,	,	PUNCT
economy-550	200	36	or	or	CCONJ
economy-550	200	37	other	other	ADJ
economy-550	200	38	foreign	foreign	ADJ
economy-550	200	39	currencies	currency	NOUN
economy-550	200	40	.	.	PUNCT
economy-550	201	1	when	when	SCONJ
economy-550	201	2	a	a	DET
economy-550	201	3	country	country	NOUN
economy-550	201	4	accumulates	accumulate	VERB
economy-550	201	5	us	we	PRON
economy-550	201	6	dollars	dollar	NOUN
economy-550	201	7	(	(	PUNCT
economy-550	201	8	for	for	ADP
economy-550	201	9	example	example	NOUN
economy-550	201	10	)	)	PUNCT
economy-550	201	11	in	in	ADP
economy-550	201	12	order	order	NOUN
economy-550	201	13	to	to	PART
economy-550	201	14	drive	drive	VERB
economy-550	201	15	down	down	ADP
economy-550	201	16	their	their	PRON
economy-550	201	17	exchange	exchange	NOUN
economy-550	201	18	rate	rate	NOUN
economy-550	201	19	,	,	PUNCT
economy-550	201	20	they	they	PRON
economy-550	201	21	must	must	AUX
economy-550	201	22	forever	forever	ADV
economy-550	201	23	hold	hold	VERB
economy-550	201	24	those	those	DET
economy-550	201	25	dollars	dollar	NOUN
economy-550	201	26	,	,	PUNCT
economy-550	201	27	because	because	SCONJ
economy-550	201	28	if	if	SCONJ
economy-550	201	29	they	they	PRON
economy-550	201	30	ever	ever	ADV
economy-550	201	31	use	use	VERB
economy-550	201	32	those	those	DET
economy-550	201	33	dollars	dollar	NOUN
economy-550	201	34	,	,	PUNCT
economy-550	201	35	then	then	ADV
economy-550	201	36	the	the	DET
economy-550	201	37	value	value	NOUN
economy-550	201	38	of	of	ADP
economy-550	201	39	the	the	DET
economy-550	201	40	dollar	dollar	NOUN
economy-550	201	41	would	would	AUX
economy-550	201	42	fall	fall	VERB
economy-550	201	43	causing	cause	VERB
economy-550	201	44	the	the	DET
economy-550	201	45	value	value	NOUN
economy-550	201	46	of	of	ADP
economy-550	201	47	their	their	PRON
economy-550	201	48	own	own	ADJ
economy-550	201	49	currencies	currency	NOUN
economy-550	201	50	to	to	PART
economy-550	201	51	rise	rise	VERB
economy-550	201	52	,	,	PUNCT
economy-550	201	53	ceteris	ceteris	NOUN
economy-550	201	54	paribus	paribus	NOUN
economy-550	201	55	.	.	PUNCT
economy-550	202	1	other	other	ADJ
economy-550	202	2	countries	country	NOUN
economy-550	202	3	wanting	want	VERB
economy-550	202	4	to	to	PART
economy-550	202	5	accumulate	accumulate	VERB
economy-550	202	6	us	us	PROPN
economy-550	202	7	dollars	dollar	NOUN
economy-550	202	8	,	,	PUNCT
economy-550	202	9	which	which	PRON
economy-550	202	10	they	they	PRON
economy-550	202	11	never	never	ADV
economy-550	202	12	use	use	VERB
economy-550	202	13	,	,	PUNCT
economy-550	202	14	has	have	AUX
economy-550	202	15	been	be	AUX
economy-550	202	16	a	a	DET
economy-550	202	17	wonderful	wonderful	ADJ
economy-550	202	18	deal	deal	NOUN
economy-550	202	19	for	for	ADP
economy-550	202	20	the	the	DET
economy-550	202	21	us	us	PROPN
economy-550	202	22	–	–	PUNCT
economy-550	202	23	the	the	DET
economy-550	202	24	us	us	PROPN
economy-550	202	25	gets	get	VERB
economy-550	202	26	imports	import	NOUN
economy-550	202	27	in	in	ADP
economy-550	202	28	exchange	exchange	NOUN
economy-550	202	29	for	for	ADP
economy-550	202	30	printed	print	VERB
economy-550	202	31	dollar	dollar	NOUN
economy-550	202	32	bills	bill	NOUN
economy-550	202	33	that	that	PRON
economy-550	202	34	never	never	ADV
economy-550	202	35	get	get	AUX
economy-550	202	36	used	use	VERB
economy-550	202	37	.	.	PUNCT
economy-550	203	1	it	it	PRON
economy-550	203	2	is	be	AUX
economy-550	203	3	like	like	ADP
economy-550	203	4	the	the	DET
economy-550	203	5	world	world	NOUN
economy-550	203	6	giving	give	VERB
economy-550	203	7	the	the	DET
economy-550	203	8	us	us	PROPN
economy-550	203	9	loan	loan	NOUN
economy-550	203	10	after	after	ADP
economy-550	203	11	loan	loan	NOUN
economy-550	203	12	and	and	CCONJ
economy-550	203	13	never	never	ADV
economy-550	203	14	asking	ask	VERB
economy-550	203	15	to	to	PART
economy-550	203	16	be	be	AUX
economy-550	203	17	repaid	repay	VERB
economy-550	203	18	.	.	PUNCT
economy-550	204	1	[	[	X
economy-550	204	2	however	however	ADV
economy-550	204	3	,	,	PUNCT
economy-550	204	4	leightner	leightner	NOUN
economy-550	204	5	(	(	PUNCT
economy-550	204	6	2015	2015	NUM
economy-550	204	7	)	)	PUNCT
economy-550	204	8	discusses	discuss	VERB
economy-550	204	9	how	how	SCONJ
economy-550	204	10	china	china	PROPN
economy-550	204	11	(	(	PUNCT
economy-550	204	12	who	who	PRON
economy-550	204	13	now	now	ADV
economy-550	204	14	holds	hold	VERB
economy-550	204	15	almost	almost	ADV
economy-550	204	16	4	4	NUM
economy-550	204	17	trillion	trillion	NUM
economy-550	204	18	dollars	dollar	NOUN
economy-550	204	19	of	of	ADP
economy-550	204	20	foreign	foreign	ADJ
economy-550	204	21	reserves	reserve	NOUN
economy-550	204	22	as	as	ADP
economy-550	204	23	of	of	ADP
economy-550	204	24	april	april	PROPN
economy-550	204	25	2014	2014	NUM
economy-550	204	26	)	)	PUNCT
economy-550	204	27	now	now	ADV
economy-550	204	28	has	have	VERB
economy-550	204	29	significant	significant	ADJ
economy-550	204	30	leverage	leverage	NOUN
economy-550	204	31	against	against	ADP
economy-550	204	32	the	the	DET
economy-550	204	33	usa	usa	PROPN
economy-550	204	34	because	because	SCONJ
economy-550	204	35	china	china	PROPN
economy-550	204	36	can	can	AUX
economy-550	204	37	threaten	threaten	VERB
economy-550	204	38	to	to	PART
economy-550	204	39	dump	dump	VERB
economy-550	204	40	those	those	DET
economy-550	204	41	reserves	reserve	NOUN
economy-550	204	42	,	,	PUNCT
economy-550	204	43	of	of	ADP
economy-550	204	44	which	which	PRON
economy-550	204	45	more	more	ADJ
economy-550	204	46	than	than	ADP
economy-550	204	47	½	½	NOUN
economy-550	204	48	are	be	AUX
economy-550	204	49	us	us	PROPN
economy-550	204	50	dollars	dollar	NOUN
economy-550	204	51	.	.	PUNCT
economy-550	204	52	]	]	PUNCT
economy-550	205	1	this	this	PRON
economy-550	205	2	“	"	PUNCT
economy-550	205	3	accumulating	accumulate	VERB
economy-550	205	4	us	we	PRON
economy-550	205	5	dollars	dollar	NOUN
economy-550	205	6	to	to	PART
economy-550	205	7	suppress	suppress	VERB
economy-550	205	8	the	the	DET
economy-550	205	9	exchange	exchange	NOUN
economy-550	205	10	rate	rate	NOUN
economy-550	205	11	and	and	CCONJ
economy-550	205	12	increase	increase	VERB
economy-550	205	13	exports	export	NOUN
economy-550	205	14	”	"	PUNCT
economy-550	205	15	deal	deal	NOUN
economy-550	205	16	“	"	PUNCT
economy-550	205	17	might	might	AUX
economy-550	205	18	”	"	PUNCT
economy-550	205	19	be	be	AUX
economy-550	205	20	worth	worth	ADJ
economy-550	205	21	it	it	PRON
economy-550	205	22	for	for	ADP
economy-550	205	23	the	the	DET
economy-550	205	24	accumulating	accumulate	VERB
economy-550	205	25	countries	country	NOUN
economy-550	205	26	if	if	SCONJ
economy-550	205	27	dgdp	dgdp	NOUN
economy-550	205	28	/	/	SYM
economy-550	205	29	d(foreign	d(foreign	ADJ
economy-550	205	30	reserves	reserve	NOUN
economy-550	205	31	)	)	PUNCT
economy-550	205	32	exceeds	exceed	VERB
economy-550	205	33	the	the	DET
economy-550	205	34	cost	cost	NOUN
economy-550	205	35	of	of	ADP
economy-550	205	36	the	the	DET
economy-550	205	37	foreign	foreign	ADJ
economy-550	205	38	reserves	reserve	NOUN
economy-550	205	39	.	.	PUNCT
economy-550	206	1	we	we	PRON
economy-550	206	2	emphasize	emphasize	VERB
economy-550	206	3	the	the	DET
economy-550	206	4	word	word	NOUN
economy-550	206	5	“	"	PUNCT
economy-550	206	6	might	might	AUX
economy-550	206	7	”	"	PUNCT
economy-550	206	8	because	because	SCONJ
economy-550	206	9	a	a	DET
economy-550	206	10	complete	complete	ADJ
economy-550	206	11	analysis	analysis	NOUN
economy-550	206	12	would	would	AUX
economy-550	206	13	need	need	VERB
economy-550	206	14	to	to	PART
economy-550	206	15	analyze	analyze	VERB
economy-550	206	16	the	the	DET
economy-550	206	17	opportunity	opportunity	NOUN
economy-550	206	18	costs	cost	NOUN
economy-550	206	19	involved	involve	VERB
economy-550	206	20	.	.	PUNCT
economy-550	207	1	however	however	ADV
economy-550	207	2	,	,	PUNCT
economy-550	207	3	it	it	PRON
economy-550	207	4	is	be	AUX
economy-550	207	5	safe	safe	ADJ
economy-550	207	6	to	to	PART
economy-550	207	7	say	say	VERB
economy-550	207	8	that	that	SCONJ
economy-550	207	9	if	if	SCONJ
economy-550	207	10	the	the	DET
economy-550	207	11	resulting	result	VERB
economy-550	207	12	increase	increase	NOUN
economy-550	207	13	in	in	ADP
economy-550	207	14	gdp	gdp	NOUN
economy-550	207	15	does	do	AUX
economy-550	207	16	not	not	PART
economy-550	207	17	exceed	exceed	VERB
economy-550	207	18	the	the	DET
economy-550	207	19	cost	cost	NOUN
economy-550	207	20	of	of	ADP
economy-550	207	21	the	the	DET
economy-550	207	22	reserves	reserve	NOUN
economy-550	207	23	,	,	PUNCT
economy-550	207	24	then	then	ADV
economy-550	207	25	accumulating	accumulate	VERB
economy-550	207	26	the	the	DET
economy-550	207	27	foreign	foreign	ADJ
economy-550	207	28	reserves	reserve	NOUN
economy-550	207	29	were	be	AUX
economy-550	207	30	not	not	PART
economy-550	207	31	worth	worth	ADJ
economy-550	207	32	it	it	PRON
economy-550	207	33	as	as	ADP
economy-550	207	34	a	a	DET
economy-550	207	35	growth	growth	NOUN
economy-550	207	36	strategy	strategy	NOUN
economy-550	207	37	(	(	PUNCT
economy-550	207	38	however	however	ADV
economy-550	207	39	,	,	PUNCT
economy-550	207	40	it	it	PRON
economy-550	207	41	might	might	AUX
economy-550	207	42	be	be	AUX
economy-550	207	43	worth	worth	ADJ
economy-550	207	44	it	it	PRON
economy-550	207	45	as	as	ADP
economy-550	207	46	a	a	DET
economy-550	207	47	strategy	strategy	NOUN
economy-550	207	48	to	to	PART
economy-550	207	49	reduce	reduce	VERB
economy-550	207	50	the	the	DET
economy-550	207	51	risk	risk	NOUN
economy-550	207	52	of	of	ADP
economy-550	207	53	speculative	speculative	ADJ
economy-550	207	54	attacks	attack	NOUN
economy-550	207	55	)	)	PUNCT
economy-550	207	56	.	.	PUNCT
economy-550	208	1	table	table	NOUN
economy-550	208	2	2	2	NUM
economy-550	208	3	and	and	CCONJ
economy-550	208	4	figure	figure	VERB
economy-550	208	5	6	6	NUM
economy-550	208	6	depict	depict	VERB
economy-550	208	7	the	the	DET
economy-550	208	8	dgdp	dgdp	NOUN
economy-550	208	9	/	/	SYM
economy-550	208	10	d(reserves	d(reserve	NOUN
economy-550	208	11	)	)	PUNCT
economy-550	208	12	results	result	NOUN
economy-550	208	13	for	for	ADP
economy-550	208	14	thailand	thailand	PROPN
economy-550	208	15	where	where	SCONJ
economy-550	208	16	gdp	gdp	NOUN
economy-550	208	17	is	be	AUX
economy-550	208	18	measured	measure	VERB
economy-550	208	19	in	in	ADP
economy-550	208	20	millions	million	NOUN
economy-550	208	21	of	of	ADP
economy-550	208	22	baht	baht	NOUN
economy-550	208	23	and	and	CCONJ
economy-550	208	24	foreign	foreign	ADJ
economy-550	208	25	reserves	reserve	NOUN
economy-550	208	26	are	be	AUX
economy-550	208	27	measured	measure	VERB
economy-550	208	28	in	in	ADP
economy-550	208	29	millions	million	NOUN
economy-550	208	30	of	of	ADP
economy-550	208	31	us	us	PROPN
economy-550	208	32	dollars	dollar	NOUN
economy-550	208	33	at	at	ADP
economy-550	208	34	the	the	DET
economy-550	208	35	end	end	NOUN
economy-550	208	36	of	of	ADP
economy-550	208	37	the	the	DET
economy-550	208	38	quarter	quarter	NOUN
economy-550	208	39	.	.	PUNCT
economy-550	209	1	since	since	SCONJ
economy-550	209	2	dgdp	dgdp	NOUN
economy-550	209	3	/	/	SYM
economy-550	209	4	d(reserves	d(reserve	NOUN
economy-550	209	5	)	)	PUNCT
economy-550	209	6	,	,	PUNCT
economy-550	209	7	as	as	SCONJ
economy-550	209	8	shown	show	VERB
economy-550	209	9	in	in	ADP
economy-550	209	10	figure	figure	NOUN
economy-550	209	11	6	6	NUM
economy-550	209	12	,	,	PUNCT
economy-550	209	13	never	never	ADV
economy-550	209	14	exceeds	exceed	VERB
economy-550	209	15	the	the	DET
economy-550	209	16	baht	baht	NOUN
economy-550	209	17	/	/	SYM
economy-550	209	18	dollar	dollar	NOUN
economy-550	209	19	exchange	exchange	NOUN
economy-550	209	20	rate	rate	NOUN
economy-550	209	21	,	,	PUNCT
economy-550	209	22	as	as	SCONJ
economy-550	209	23	shown	show	VERB
economy-550	209	24	in	in	ADP
economy-550	209	25	figure	figure	NOUN
economy-550	209	26	5	5	NUM
economy-550	209	27	,	,	PUNCT
economy-550	209	28	thailand	thailand	PROPN
economy-550	209	29	’s	’s	PART
economy-550	209	30	accumulation	accumulation	NOUN
economy-550	209	31	of	of	ADP
economy-550	209	32	foreign	foreign	ADJ
economy-550	209	33	reserves	reserve	NOUN
economy-550	209	34	were	be	AUX
economy-550	209	35	not	not	PART
economy-550	209	36	worth	worth	ADJ
economy-550	209	37	it	it	PRON
economy-550	209	38	as	as	ADP
economy-550	209	39	a	a	DET
economy-550	209	40	growth	growth	NOUN
economy-550	209	41	strategy	strategy	NOUN
economy-550	209	42	.	.	PUNCT
economy-550	210	1	in	in	ADP
economy-550	210	2	other	other	ADJ
economy-550	210	3	words	word	NOUN
economy-550	210	4	,	,	PUNCT
economy-550	210	5	for	for	ADP
economy-550	210	6	every	every	DET
economy-550	210	7	dollar	dollar	NOUN
economy-550	210	8	of	of	ADP
economy-550	210	9	reserves	reserve	NOUN
economy-550	210	10	that	that	PRON
economy-550	210	11	thailand	thailand	PROPN
economy-550	210	12	accumulated	accumulate	VERB
economy-550	210	13	,	,	PUNCT
economy-550	210	14	thailand	thailand	PROPN
economy-550	210	15	’s	’s	PART
economy-550	210	16	gdp	gdp	NOUN
economy-550	210	17	increased	increase	VERB
economy-550	210	18	by	by	ADP
economy-550	210	19	much	much	ADV
economy-550	210	20	less	less	ADJ
economy-550	210	21	than	than	ADP
economy-550	210	22	a	a	DET
economy-550	210	23	dollar	dollar	NOUN
economy-550	210	24	.	.	PUNCT
economy-550	211	1	thailand	thailand	PROPN
economy-550	211	2	gave	give	VERB
economy-550	211	3	the	the	DET
economy-550	211	4	us	we	PRON
economy-550	211	5	a	a	DET
economy-550	211	6	dollar	dollar	NOUN
economy-550	211	7	worth	worth	NOUN
economy-550	211	8	of	of	ADP
economy-550	211	9	imports	import	NOUN
economy-550	211	10	for	for	ADP
economy-550	211	11	printed	print	VERB
economy-550	211	12	paper	paper	NOUN
economy-550	211	13	(	(	PUNCT
economy-550	211	14	that	that	SCONJ
economy-550	211	15	it	it	PRON
economy-550	211	16	is	be	AUX
economy-550	211	17	illogical	illogical	ADJ
economy-550	211	18	for	for	SCONJ
economy-550	211	19	thailand	thailand	PROPN
economy-550	211	20	to	to	PART
economy-550	211	21	ever	ever	ADV
economy-550	211	22	cash	cash	VERB
economy-550	211	23	in	in	ADP
economy-550	211	24	under	under	ADP
economy-550	211	25	an	an	DET
economy-550	211	26	export	export	NOUN
economy-550	211	27	driven	drive	VERB
economy-550	211	28	growth	growth	NOUN
economy-550	211	29	model	model	NOUN
economy-550	211	30	)	)	PUNCT
economy-550	211	31	but	but	CCONJ
economy-550	211	32	thailand	thailand	PROPN
economy-550	211	33	got	get	VERB
economy-550	211	34	less	less	ADJ
economy-550	211	35	than	than	ADP
economy-550	211	36	a	a	DET
economy-550	211	37	dollar	dollar	NOUN
economy-550	211	38	’s	’s	PART
economy-550	211	39	increase	increase	NOUN
economy-550	211	40	in	in	ADP
economy-550	211	41	gdp	gdp	NOUN
economy-550	211	42	.	.	PUNCT
economy-550	212	1	figure-6	figure-6	PROPN
economy-550	212	2	.	.	PUNCT
economy-550	212	3	dgdp	dgdp	PROPN
economy-550	212	4	/	/	SYM
economy-550	212	5	d	d	PROPN
economy-550	212	6	(	(	PUNCT
economy-550	212	7	foreign	foreign	ADJ
economy-550	212	8	reserves	reserve	NOUN
economy-550	212	9	)	)	PUNCT
economy-550	212	10	figure	figure	VERB
economy-550	212	11	6	6	NUM
economy-550	212	12	shows	show	VERB
economy-550	212	13	thailand	thailand	PROPN
economy-550	212	14	’s	’s	PART
economy-550	212	15	official	official	ADJ
economy-550	212	16	holdings	holding	NOUN
economy-550	212	17	of	of	ADP
economy-550	212	18	foreign	foreign	ADJ
economy-550	212	19	reserves	reserve	NOUN
economy-550	212	20	(	(	PUNCT
economy-550	212	21	in	in	ADP
economy-550	212	22	units	unit	NOUN
economy-550	212	23	of	of	ADP
economy-550	212	24	10	10	NUM
economy-550	212	25	billion	billion	NUM
economy-550	212	26	dollars	dollar	NOUN
economy-550	212	27	)	)	PUNCT
economy-550	212	28	;	;	PUNCT
economy-550	212	29	however	however	ADV
economy-550	212	30	,	,	PUNCT
economy-550	212	31	these	these	DET
economy-550	212	32	official	official	ADJ
economy-550	212	33	holdings	holding	NOUN
economy-550	212	34	of	of	ADP
economy-550	212	35	foreign	foreign	ADJ
economy-550	212	36	reserves	reserve	NOUN
economy-550	212	37	do	do	AUX
economy-550	212	38	not	not	PART
economy-550	212	39	depict	depict	VERB
economy-550	212	40	the	the	DET
economy-550	212	41	true	true	ADJ
economy-550	212	42	drop	drop	NOUN
economy-550	212	43	in	in	ADP
economy-550	212	44	foreign	foreign	ADJ
economy-550	212	45	reserves	reserve	NOUN
economy-550	212	46	that	that	PRON
economy-550	212	47	occurred	occur	VERB
economy-550	212	48	in	in	ADP
economy-550	212	49	1997	1997	NUM
economy-550	212	50	.	.	PUNCT
economy-550	213	1	at	at	ADP
economy-550	213	2	the	the	DET
economy-550	213	3	beginning	beginning	NOUN
economy-550	213	4	of	of	ADP
economy-550	213	5	1997	1997	NUM
economy-550	213	6	thailand	thailand	PROPN
economy-550	213	7	had	have	VERB
economy-550	213	8	38.7	38.7	NUM
economy-550	213	9	billion	billion	NUM
economy-550	213	10	dollars	dollar	NOUN
economy-550	213	11	of	of	ADP
economy-550	213	12	foreign	foreign	ADJ
economy-550	213	13	reserves	reserve	NOUN
economy-550	213	14	.	.	PUNCT
economy-550	214	1	when	when	SCONJ
economy-550	214	2	george	george	PROPN
economy-550	214	3	soros	soros	PROPN
economy-550	214	4	launched	launch	VERB
economy-550	214	5	a	a	DET
economy-550	214	6	speculative	speculative	ADJ
economy-550	214	7	economy	economy	NOUN
economy-550	214	8	,	,	PUNCT
economy-550	214	9	2014	2014	NUM
economy-550	214	10	,	,	PUNCT
economy-550	214	11	1(1	1(1	NUM
economy-550	214	12	):	):	PUNCT
economy-550	214	13	20	20	NUM
economy-550	214	14	-	-	SYM
economy-550	214	15	31	31	NUM
economy-550	214	16	30	30	NUM
economy-550	214	17	attack	attack	NOUN
economy-550	214	18	against	against	ADP
economy-550	214	19	the	the	DET
economy-550	214	20	thai	thai	ADJ
economy-550	214	21	baht	baht	NOUN
economy-550	214	22	in	in	ADP
economy-550	214	23	the	the	DET
economy-550	214	24	first	first	ADJ
economy-550	214	25	half	half	NOUN
economy-550	214	26	of	of	ADP
economy-550	214	27	1997	1997	NUM
economy-550	214	28	,	,	PUNCT
economy-550	214	29	the	the	DET
economy-550	214	30	thai	thai	ADJ
economy-550	214	31	government	government	NOUN
economy-550	214	32	defended	defend	VERB
economy-550	214	33	its	its	PRON
economy-550	214	34	fixed	fix	VERB
economy-550	214	35	exchange	exchange	NOUN
economy-550	214	36	rate	rate	NOUN
economy-550	214	37	by	by	ADP
economy-550	214	38	buying	buy	VERB
economy-550	214	39	up	up	ADP
economy-550	214	40	surplus	surplus	NOUN
economy-550	214	41	baht	baht	NOUN
economy-550	214	42	on	on	ADP
economy-550	214	43	the	the	DET
economy-550	214	44	market	market	NOUN
economy-550	214	45	.	.	PUNCT
economy-550	215	1	however	however	ADV
economy-550	215	2	,	,	PUNCT
economy-550	215	3	the	the	DET
economy-550	215	4	thai	thai	ADJ
economy-550	215	5	government	government	NOUN
economy-550	215	6	did	do	AUX
economy-550	215	7	not	not	PART
economy-550	215	8	want	want	VERB
economy-550	215	9	the	the	DET
economy-550	215	10	world	world	NOUN
economy-550	215	11	to	to	PART
economy-550	215	12	know	know	VERB
economy-550	215	13	how	how	SCONJ
economy-550	215	14	much	much	ADJ
economy-550	215	15	of	of	ADP
economy-550	215	16	its	its	PRON
economy-550	215	17	foreign	foreign	ADJ
economy-550	215	18	reserves	reserve	NOUN
economy-550	215	19	it	it	PRON
economy-550	215	20	was	be	AUX
economy-550	215	21	using	use	VERB
economy-550	215	22	(	(	PUNCT
economy-550	215	23	because	because	SCONJ
economy-550	215	24	that	that	DET
economy-550	215	25	knowledge	knowledge	NOUN
economy-550	215	26	would	would	AUX
economy-550	215	27	have	have	AUX
economy-550	215	28	caused	cause	VERB
economy-550	215	29	more	more	ADJ
economy-550	215	30	foreigners	foreigner	NOUN
economy-550	215	31	to	to	PART
economy-550	215	32	sell	sell	VERB
economy-550	215	33	their	their	PRON
economy-550	215	34	baht	baht	NOUN
economy-550	215	35	)	)	PUNCT
economy-550	215	36	thus	thus	ADV
economy-550	215	37	,	,	PUNCT
economy-550	215	38	the	the	DET
economy-550	215	39	thai	thai	ADJ
economy-550	215	40	government	government	NOUN
economy-550	215	41	hid	hide	VERB
economy-550	215	42	its	its	PRON
economy-550	215	43	defense	defense	NOUN
economy-550	215	44	of	of	ADP
economy-550	215	45	the	the	DET
economy-550	215	46	thai	thai	ADJ
economy-550	215	47	baht	baht	NOUN
economy-550	215	48	by	by	ADP
economy-550	215	49	using	use	VERB
economy-550	215	50	forward	forward	ADJ
economy-550	215	51	contracts	contract	NOUN
economy-550	215	52	,	,	PUNCT
economy-550	215	53	the	the	DET
economy-550	215	54	effects	effect	NOUN
economy-550	215	55	of	of	ADP
economy-550	215	56	which	which	PRON
economy-550	215	57	do	do	AUX
economy-550	215	58	not	not	PART
economy-550	215	59	immediately	immediately	ADV
economy-550	215	60	show	show	VERB
economy-550	215	61	up	up	ADP
economy-550	215	62	in	in	ADP
economy-550	215	63	the	the	DET
economy-550	215	64	official	official	ADJ
economy-550	215	65	foreign	foreign	ADJ
economy-550	215	66	reserves	reserve	NOUN
economy-550	215	67	accounts	account	NOUN
economy-550	215	68	.	.	PUNCT
economy-550	216	1	actually	actually	ADV
economy-550	216	2	,	,	PUNCT
economy-550	216	3	in	in	ADP
economy-550	216	4	the	the	DET
economy-550	216	5	first	first	ADJ
economy-550	216	6	half	half	NOUN
economy-550	216	7	of	of	ADP
economy-550	216	8	1997	1997	NUM
economy-550	216	9	,	,	PUNCT
economy-550	216	10	thailand	thailand	PROPN
economy-550	216	11	spent	spend	VERB
economy-550	216	12	approximately	approximately	ADV
economy-550	216	13	35	35	NUM
economy-550	216	14	billion	billion	NUM
economy-550	216	15	dollars	dollar	NOUN
economy-550	216	16	of	of	ADP
economy-550	216	17	foreign	foreign	ADJ
economy-550	216	18	reserves	reserve	NOUN
economy-550	216	19	(	(	PUNCT
economy-550	216	20	if	if	SCONJ
economy-550	216	21	the	the	DET
economy-550	216	22	forward	forward	ADJ
economy-550	216	23	contracts	contract	NOUN
economy-550	216	24	are	be	AUX
economy-550	216	25	included	include	VERB
economy-550	216	26	)	)	PUNCT
economy-550	216	27	defending	defend	VERB
economy-550	216	28	the	the	DET
economy-550	216	29	baht	baht	NOUN
economy-550	216	30	(	(	PUNCT
economy-550	216	31	recall	recall	VERB
economy-550	216	32	that	that	SCONJ
economy-550	216	33	in	in	ADP
economy-550	216	34	january	january	PROPN
economy-550	216	35	1997	1997	NUM
economy-550	216	36	,	,	PUNCT
economy-550	216	37	thailand	thailand	PROPN
economy-550	216	38	only	only	ADV
economy-550	216	39	had	have	VERB
economy-550	216	40	38.7	38.7	NUM
economy-550	216	41	billion	billion	NUM
economy-550	216	42	dollars	dollar	NOUN
economy-550	216	43	of	of	ADP
economy-550	216	44	foreign	foreign	ADJ
economy-550	216	45	reserves	reserve	NOUN
economy-550	216	46	)	)	PUNCT
economy-550	216	47	.	.	PUNCT
economy-550	217	1	figure	figure	VERB
economy-550	217	2	6	6	NUM
economy-550	217	3	shows	show	VERB
economy-550	217	4	that	that	SCONJ
economy-550	217	5	during	during	ADP
economy-550	217	6	the	the	DET
economy-550	217	7	thaksin	thaksin	NOUN
economy-550	217	8	regime	regime	NOUN
economy-550	217	9	(	(	PUNCT
economy-550	217	10	2001	2001	NUM
economy-550	217	11	-	-	SYM
economy-550	217	12	2006	2006	NUM
economy-550	217	13	)	)	PUNCT
economy-550	217	14	thailand	thailand	PROPN
economy-550	217	15	’s	’s	PART
economy-550	217	16	holdings	holding	NOUN
economy-550	217	17	of	of	ADP
economy-550	217	18	foreign	foreign	ADJ
economy-550	217	19	reserves	reserve	NOUN
economy-550	217	20	steadily	steadily	ADV
economy-550	217	21	increased	increase	VERB
economy-550	217	22	at	at	ADP
economy-550	217	23	a	a	DET
economy-550	217	24	relatively	relatively	ADV
economy-550	217	25	slow	slow	ADJ
economy-550	217	26	rate	rate	NOUN
economy-550	217	27	resulting	result	VERB
economy-550	217	28	in	in	ADP
economy-550	217	29	thailand	thailand	PROPN
economy-550	217	30	’s	’s	PART
economy-550	217	31	foreign	foreign	ADJ
economy-550	217	32	reserves	reserve	NOUN
economy-550	217	33	of	of	ADP
economy-550	217	34	32.3	32.3	NUM
economy-550	217	35	billion	billion	NUM
economy-550	217	36	dollars	dollar	NOUN
economy-550	217	37	in	in	ADP
economy-550	217	38	the	the	DET
economy-550	217	39	first	first	ADJ
economy-550	217	40	quarter	quarter	NOUN
economy-550	217	41	of	of	ADP
economy-550	217	42	2001	2001	NUM
economy-550	217	43	increasing	increase	VERB
economy-550	217	44	to	to	ADP
economy-550	217	45	only	only	ADV
economy-550	217	46	58.1	58.1	NUM
economy-550	217	47	billion	billion	NUM
economy-550	217	48	dollars	dollar	NOUN
economy-550	217	49	by	by	ADP
economy-550	217	50	the	the	DET
economy-550	217	51	second	second	ADJ
economy-550	217	52	quarter	quarter	NOUN
economy-550	217	53	of	of	ADP
economy-550	217	54	2006	2006	NUM
economy-550	217	55	for	for	ADP
economy-550	217	56	an	an	DET
economy-550	217	57	80	80	NUM
economy-550	217	58	percent	percent	NOUN
economy-550	217	59	increase	increase	NOUN
economy-550	217	60	in	in	ADP
economy-550	217	61	six	six	NUM
economy-550	217	62	years	year	NOUN
economy-550	217	63	.	.	PUNCT
economy-550	218	1	in	in	ADP
economy-550	218	2	contrast	contrast	NOUN
economy-550	218	3	,	,	PUNCT
economy-550	218	4	in	in	ADP
economy-550	218	5	the	the	DET
economy-550	218	6	six	six	NUM
economy-550	218	7	years	year	NOUN
economy-550	218	8	between	between	ADP
economy-550	218	9	the	the	DET
economy-550	218	10	coup	coup	NOUN
economy-550	218	11	that	that	PRON
economy-550	218	12	displaced	displace	VERB
economy-550	218	13	thaksin	thaksin	NOUN
economy-550	218	14	(	(	PUNCT
economy-550	218	15	3	3	NUM
economy-550	218	16	rd	rd	NOUN
economy-550	218	17	quarter	quarter	NOUN
economy-550	218	18	of	of	ADP
economy-550	218	19	2006	2006	NUM
economy-550	218	20	)	)	PUNCT
economy-550	218	21	and	and	CCONJ
economy-550	218	22	when	when	SCONJ
economy-550	218	23	his	his	PRON
economy-550	218	24	sister	sister	NOUN
economy-550	218	25	,	,	PUNCT
economy-550	218	26	yingluck	yingluck	NOUN
economy-550	218	27	became	become	VERB
economy-550	218	28	prime	prime	ADJ
economy-550	218	29	minister	minister	NOUN
economy-550	218	30	(	(	PUNCT
economy-550	218	31	3	3	NUM
economy-550	218	32	rd	rd	NOUN
economy-550	218	33	quarter	quarter	NOUN
economy-550	218	34	of	of	ADP
economy-550	218	35	2011	2011	NUM
economy-550	218	36	)	)	PUNCT
economy-550	218	37	,	,	PUNCT
economy-550	218	38	thai	thai	NOUN
economy-550	218	39	holdings	holding	NOUN
economy-550	218	40	of	of	ADP
economy-550	218	41	foreign	foreign	ADJ
economy-550	218	42	reserves	reserve	NOUN
economy-550	218	43	increased	increase	VERB
economy-550	218	44	from	from	ADP
economy-550	218	45	58.1	58.1	NUM
economy-550	218	46	billion	billion	NUM
economy-550	218	47	dollars	dollar	NOUN
economy-550	218	48	to	to	ADP
economy-550	218	49	184.9	184.9	NUM
economy-550	218	50	billion	billion	NUM
economy-550	218	51	dollars	dollar	NOUN
economy-550	218	52	for	for	ADP
economy-550	218	53	a	a	DET
economy-550	218	54	218	218	NUM
economy-550	218	55	percent	percent	NOUN
economy-550	218	56	increase	increase	NOUN
economy-550	218	57	.	.	PUNCT
economy-550	219	1	furthermore	furthermore	ADV
economy-550	219	2	,	,	PUNCT
economy-550	219	3	during	during	ADP
economy-550	219	4	the	the	DET
economy-550	219	5	thaksin	thaksin	NOUN
economy-550	219	6	six	six	NUM
economy-550	219	7	years	year	NOUN
economy-550	219	8	,	,	PUNCT
economy-550	219	9	dgdp	dgdp	NOUN
economy-550	219	10	/	/	SYM
economy-550	219	11	d(reserves	d(reserve	NOUN
economy-550	219	12	)	)	PUNCT
economy-550	219	13	rose	rise	VERB
economy-550	219	14	from	from	ADP
economy-550	219	15	16.8	16.8	NUM
economy-550	219	16	to	to	ADP
economy-550	219	17	19.95	19.95	NUM
economy-550	219	18	for	for	ADP
economy-550	219	19	an	an	DET
economy-550	219	20	18.8	18.8	NUM
economy-550	219	21	percent	percent	NOUN
economy-550	219	22	increase	increase	NOUN
economy-550	219	23	.	.	PUNCT
economy-550	220	1	in	in	ADP
economy-550	220	2	contrast	contrast	NOUN
economy-550	220	3	,	,	PUNCT
economy-550	220	4	during	during	ADP
economy-550	220	5	the	the	DET
economy-550	220	6	six	six	NUM
economy-550	220	7	years	year	NOUN
economy-550	220	8	after	after	SCONJ
economy-550	220	9	the	the	DET
economy-550	220	10	thaksin	thaksin	PROPN
economy-550	220	11	regime	regime	NOUN
economy-550	220	12	,	,	PUNCT
economy-550	220	13	dgdp	dgdp	NOUN
economy-550	220	14	/	/	SYM
economy-550	220	15	d(reserves	d(reserve	NOUN
economy-550	220	16	)	)	PUNCT
economy-550	220	17	fell	fall	VERB
economy-550	220	18	from	from	ADP
economy-550	220	19	19.95	19.95	NUM
economy-550	220	20	to	to	ADP
economy-550	220	21	10.34	10.34	NUM
economy-550	220	22	for	for	ADP
economy-550	220	23	a	a	DET
economy-550	220	24	48.2	48.2	NUM
economy-550	220	25	percent	percent	NOUN
economy-550	220	26	decline	decline	NOUN
economy-550	220	27	.	.	PUNCT
economy-550	221	1	figure	figure	NOUN
economy-550	221	2	6	6	NUM
economy-550	221	3	also	also	ADV
economy-550	221	4	shows	show	VERB
economy-550	221	5	that	that	SCONJ
economy-550	221	6	when	when	SCONJ
economy-550	221	7	yingluck	yingluck	NOUN
economy-550	221	8	,	,	PUNCT
economy-550	221	9	thaksin	thaksin	PROPN
economy-550	221	10	’s	’s	PART
economy-550	221	11	sister	sister	NOUN
economy-550	221	12	,	,	PUNCT
economy-550	221	13	took	take	VERB
economy-550	221	14	over	over	ADP
economy-550	221	15	the	the	DET
economy-550	221	16	thai	thai	ADJ
economy-550	221	17	government	government	NOUN
economy-550	221	18	she	she	PRON
economy-550	221	19	stopped	stop	VERB
economy-550	221	20	accumulating	accumulate	VERB
economy-550	221	21	foreign	foreign	ADJ
economy-550	221	22	reserves	reserve	NOUN
economy-550	221	23	and	and	CCONJ
economy-550	221	24	dgdp	dgdp	NOUN
economy-550	221	25	/	/	SYM
economy-550	221	26	d(reserves	d(reserve	NOUN
economy-550	221	27	)	)	PUNCT
economy-550	221	28	began	begin	VERB
economy-550	221	29	to	to	PART
economy-550	221	30	rebound	rebound	VERB
economy-550	221	31	.	.	PUNCT
economy-550	222	1	as	as	ADP
economy-550	222	2	leightner	leightner	NOUN
economy-550	222	3	(	(	PUNCT
economy-550	222	4	2015	2015	NUM
economy-550	222	5	)	)	PUNCT
economy-550	222	6	shows	show	NOUN
economy-550	222	7	,	,	PUNCT
economy-550	222	8	accumulating	accumulate	VERB
economy-550	222	9	foreign	foreign	ADJ
economy-550	222	10	reserves	reserve	NOUN
economy-550	222	11	to	to	PART
economy-550	222	12	suppress	suppress	VERB
economy-550	222	13	an	an	DET
economy-550	222	14	exchange	exchange	NOUN
economy-550	222	15	rate	rate	NOUN
economy-550	222	16	in	in	ADP
economy-550	222	17	order	order	NOUN
economy-550	222	18	to	to	PART
economy-550	222	19	increase	increase	VERB
economy-550	222	20	exports	export	NOUN
economy-550	222	21	also	also	ADV
economy-550	222	22	increases	increase	VERB
economy-550	222	23	the	the	DET
economy-550	222	24	degree	degree	NOUN
economy-550	222	25	of	of	ADP
economy-550	222	26	inequality	inequality	NOUN
economy-550	222	27	which	which	PRON
economy-550	222	28	reduces	reduce	VERB
economy-550	222	29	all	all	DET
economy-550	222	30	government	government	NOUN
economy-550	222	31	multipliers	multiplier	NOUN
economy-550	222	32	.	.	PUNCT
economy-550	223	1	thus	thus	ADV
economy-550	223	2	,	,	PUNCT
economy-550	223	3	thaksin	thaksin	PROPN
economy-550	223	4	and	and	CCONJ
economy-550	223	5	yingluck	yingluck	NOUN
economy-550	223	6	not	not	PART
economy-550	223	7	accumulating	accumulate	VERB
economy-550	223	8	massive	massive	ADJ
economy-550	223	9	amounts	amount	NOUN
economy-550	223	10	of	of	ADP
economy-550	223	11	foreign	foreign	ADJ
economy-550	223	12	reserves	reserve	NOUN
economy-550	223	13	during	during	ADP
economy-550	223	14	their	their	PRON
economy-550	223	15	regimes	regime	NOUN
economy-550	223	16	was	be	AUX
economy-550	223	17	consistent	consistent	ADJ
economy-550	223	18	with	with	ADP
economy-550	223	19	their	their	PRON
economy-550	223	20	pro	pro	ADJ
economy-550	223	21	-	-	ADJ
economy-550	223	22	equality	equality	ADJ
economy-550	223	23	agendas	agenda	NOUN
economy-550	223	24	.	.	PUNCT
economy-550	224	1	according	accord	VERB
economy-550	224	2	to	to	ADP
economy-550	224	3	the	the	DET
economy-550	224	4	keynesian	keynesian	ADJ
economy-550	224	5	model	model	NOUN
economy-550	224	6	,	,	PUNCT
economy-550	224	7	government	government	NOUN
economy-550	224	8	multipliers	multiplier	NOUN
economy-550	224	9	are	be	AUX
economy-550	224	10	higher	high	ADJ
economy-550	224	11	when	when	SCONJ
economy-550	224	12	the	the	DET
economy-550	224	13	marginal	marginal	ADJ
economy-550	224	14	propensity	propensity	NOUN
economy-550	224	15	to	to	PART
economy-550	224	16	consume	consume	VERB
economy-550	224	17	(	(	PUNCT
economy-550	224	18	mpc	mpc	NOUN
economy-550	224	19	)	)	PUNCT
economy-550	224	20	is	be	AUX
economy-550	224	21	higher	high	ADJ
economy-550	224	22	and	and	CCONJ
economy-550	224	23	the	the	DET
economy-550	224	24	mpc	mpc	NOUN
economy-550	224	25	increases	increase	NOUN
economy-550	224	26	under	under	ADP
economy-550	224	27	government	government	NOUN
economy-550	224	28	policies	policy	NOUN
economy-550	224	29	that	that	PRON
economy-550	224	30	increase	increase	VERB
economy-550	224	31	equality	equality	NOUN
economy-550	224	32	.	.	PUNCT
economy-550	225	1	4	4	X
economy-550	225	2	.	.	X
economy-550	225	3	conclusion	conclusion	NOUN
economy-550	225	4	for	for	SCONJ
economy-550	225	5	a	a	DET
economy-550	225	6	country	country	NOUN
economy-550	225	7	to	to	PART
economy-550	225	8	grow	grow	VERB
economy-550	225	9	,	,	PUNCT
economy-550	225	10	there	there	PRON
economy-550	225	11	must	must	AUX
economy-550	225	12	be	be	AUX
economy-550	225	13	production	production	NOUN
economy-550	225	14	increasing	increase	VERB
economy-550	225	15	investment	investment	NOUN
economy-550	225	16	.	.	PUNCT
economy-550	226	1	investment	investment	NOUN
economy-550	226	2	requires	require	VERB
economy-550	226	3	two	two	NUM
economy-550	226	4	things	thing	NOUN
economy-550	226	5	–	–	PUNCT
economy-550	226	6	savings	saving	NOUN
economy-550	226	7	to	to	PART
economy-550	226	8	fund	fund	VERB
economy-550	226	9	the	the	DET
economy-550	226	10	investment	investment	NOUN
economy-550	226	11	and	and	CCONJ
economy-550	226	12	the	the	DET
economy-550	226	13	reasonable	reasonable	ADJ
economy-550	226	14	belief	belief	NOUN
economy-550	226	15	that	that	SCONJ
economy-550	226	16	what	what	PRON
economy-550	226	17	investment	investment	NOUN
economy-550	226	18	produces	produce	VERB
economy-550	226	19	will	will	AUX
economy-550	226	20	sell	sell	VERB
economy-550	226	21	(	(	PUNCT
economy-550	226	22	leightner	leightner	NOUN
economy-550	226	23	,	,	PUNCT
economy-550	226	24	2015	2015	NUM
economy-550	226	25	)	)	PUNCT
economy-550	226	26	.	.	PUNCT
economy-550	227	1	many	many	ADJ
economy-550	227	2	of	of	ADP
economy-550	227	3	our	our	PRON
economy-550	227	4	growth	growth	NOUN
economy-550	227	5	models	model	NOUN
economy-550	227	6	emphasize	emphasize	VERB
economy-550	227	7	the	the	DET
economy-550	227	8	role	role	NOUN
economy-550	227	9	of	of	ADP
economy-550	227	10	savings	saving	NOUN
economy-550	227	11	to	to	PART
economy-550	227	12	fund	fund	VERB
economy-550	227	13	investment	investment	NOUN
economy-550	227	14	while	while	SCONJ
economy-550	227	15	ignoring	ignore	VERB
economy-550	227	16	the	the	DET
economy-550	227	17	role	role	NOUN
economy-550	227	18	of	of	ADP
economy-550	227	19	consumption	consumption	NOUN
economy-550	227	20	in	in	ADP
economy-550	227	21	providing	provide	VERB
economy-550	227	22	a	a	DET
economy-550	227	23	reason	reason	NOUN
economy-550	227	24	to	to	PART
economy-550	227	25	invest	invest	VERB
economy-550	227	26	.	.	PUNCT
economy-550	228	1	leightner	leightner	NOUN
economy-550	228	2	(	(	PUNCT
economy-550	228	3	2015	2015	NUM
economy-550	228	4	)	)	PUNCT
economy-550	228	5	shows	show	VERB
economy-550	228	6	the	the	DET
economy-550	228	7	world	world	NOUN
economy-550	228	8	is	be	AUX
economy-550	228	9	currently	currently	ADV
economy-550	228	10	suffering	suffer	VERB
economy-550	228	11	from	from	ADP
economy-550	228	12	a	a	DET
economy-550	228	13	surplus	surplus	NOUN
economy-550	228	14	of	of	ADP
economy-550	228	15	saving	saving	NOUN
economy-550	228	16	,	,	PUNCT
economy-550	228	17	which	which	PRON
economy-550	228	18	is	be	AUX
economy-550	228	19	currently	currently	ADV
economy-550	228	20	either	either	CCONJ
economy-550	228	21	(	(	PUNCT
economy-550	228	22	1	1	X
economy-550	228	23	)	)	PUNCT
economy-550	228	24	sitting	sit	VERB
economy-550	228	25	idle	idle	ADJ
economy-550	228	26	,	,	PUNCT
economy-550	228	27	(	(	PUNCT
economy-550	228	28	2	2	X
economy-550	228	29	)	)	PUNCT
economy-550	228	30	seeking	seek	VERB
economy-550	228	31	a	a	DET
economy-550	228	32	return	return	NOUN
economy-550	228	33	from	from	ADP
economy-550	228	34	deception	deception	NOUN
economy-550	228	35	or	or	CCONJ
economy-550	228	36	rent	rent	NOUN
economy-550	228	37	,	,	PUNCT
economy-550	228	38	or	or	CCONJ
economy-550	228	39	(	(	PUNCT
economy-550	228	40	3	3	X
economy-550	228	41	)	)	PUNCT
economy-550	228	42	funding	funding	NOUN
economy-550	228	43	speculative	speculative	ADJ
economy-550	228	44	bubbles	bubble	NOUN
economy-550	228	45	and	and	CCONJ
economy-550	228	46	these	these	DET
economy-550	228	47	three	three	NUM
economy-550	228	48	things	thing	NOUN
economy-550	228	49	are	be	AUX
economy-550	228	50	happening	happen	VERB
economy-550	228	51	because	because	SCONJ
economy-550	228	52	there	there	PRON
economy-550	228	53	is	be	VERB
economy-550	228	54	insufficient	insufficient	ADJ
economy-550	228	55	consumption	consumption	NOUN
economy-550	228	56	to	to	PART
economy-550	228	57	justify	justify	VERB
economy-550	228	58	investing	invest	VERB
economy-550	228	59	that	that	DET
economy-550	228	60	saving	save	VERB
economy-550	228	61	in	in	ADP
economy-550	228	62	the	the	DET
economy-550	228	63	expansion	expansion	NOUN
economy-550	228	64	of	of	ADP
economy-550	228	65	production	production	NOUN
economy-550	228	66	.	.	PUNCT
economy-550	229	1	thailand	thailand	PROPN
economy-550	229	2	suffered	suffer	VERB
economy-550	229	3	from	from	ADP
economy-550	229	4	a	a	DET
economy-550	229	5	speculative	speculative	ADJ
economy-550	229	6	bubble	bubble	NOUN
economy-550	229	7	between	between	ADP
economy-550	229	8	1993	1993	NUM
economy-550	229	9	and	and	CCONJ
economy-550	229	10	1996	1996	NUM
economy-550	229	11	,	,	PUNCT
economy-550	229	12	this	this	DET
economy-550	229	13	bubble	bubble	NOUN
economy-550	229	14	gave	give	VERB
economy-550	229	15	george	george	PROPN
economy-550	229	16	soros	soros	PROPN
economy-550	229	17	the	the	DET
economy-550	229	18	evidence	evidence	NOUN
economy-550	229	19	he	he	PRON
economy-550	229	20	needed	need	VERB
economy-550	229	21	to	to	PART
economy-550	229	22	successfully	successfully	ADV
economy-550	229	23	conduct	conduct	VERB
economy-550	229	24	a	a	DET
economy-550	229	25	speculative	speculative	ADJ
economy-550	229	26	attack	attack	NOUN
economy-550	229	27	against	against	ADP
economy-550	229	28	the	the	DET
economy-550	229	29	thai	thai	ADJ
economy-550	229	30	baht	baht	NOUN
economy-550	229	31	.	.	PUNCT
economy-550	230	1	the	the	DET
economy-550	230	2	collapse	collapse	NOUN
economy-550	230	3	of	of	ADP
economy-550	230	4	the	the	DET
economy-550	230	5	thai	thai	ADJ
economy-550	230	6	baht	baht	NOUN
economy-550	230	7	was	be	AUX
economy-550	230	8	devastating	devastating	ADJ
economy-550	230	9	to	to	ADP
economy-550	230	10	the	the	DET
economy-550	230	11	thai	thai	ADJ
economy-550	230	12	economy	economy	NOUN
economy-550	230	13	.	.	PUNCT
economy-550	231	1	the	the	DET
economy-550	231	2	political	political	ADJ
economy-550	231	3	rise	rise	NOUN
economy-550	231	4	of	of	ADP
economy-550	231	5	thaksin	thaksin	PROPN
economy-550	231	6	shinawatra	shinawatra	PROPN
economy-550	231	7	was	be	AUX
economy-550	231	8	a	a	DET
economy-550	231	9	direct	direct	ADJ
economy-550	231	10	consequence	consequence	NOUN
economy-550	231	11	of	of	ADP
economy-550	231	12	the	the	DET
economy-550	231	13	collapse	collapse	NOUN
economy-550	231	14	of	of	ADP
economy-550	231	15	the	the	DET
economy-550	231	16	thai	thai	ADJ
economy-550	231	17	baht	baht	NOUN
economy-550	231	18	and	and	CCONJ
economy-550	231	19	of	of	ADP
economy-550	231	20	the	the	DET
economy-550	231	21	conditionality	conditionality	NOUN
economy-550	231	22	imposed	impose	VERB
economy-550	231	23	by	by	ADP
economy-550	231	24	the	the	DET
economy-550	231	25	subsequent	subsequent	ADJ
economy-550	231	26	imf	imf	PROPN
economy-550	231	27	bailout	bailout	PROPN
economy-550	231	28	loan	loan	NOUN
economy-550	231	29	.	.	PUNCT
economy-550	232	1	the	the	DET
economy-550	232	2	thaksin	thaksin	PROPN
economy-550	232	3	regime	regime	NOUN
economy-550	232	4	used	use	VERB
economy-550	232	5	a	a	DET
economy-550	232	6	pro	pro	ADJ
economy-550	232	7	-	-	ADJ
economy-550	232	8	equality	equality	ADJ
economy-550	232	9	strategy	strategy	NOUN
economy-550	232	10	which	which	PRON
economy-550	232	11	is	be	AUX
economy-550	232	12	what	what	PRON
economy-550	232	13	is	be	AUX
economy-550	232	14	needed	need	VERB
economy-550	232	15	in	in	ADP
economy-550	232	16	a	a	DET
economy-550	232	17	world	world	NOUN
economy-550	232	18	suffering	suffer	VERB
economy-550	232	19	from	from	ADP
economy-550	232	20	a	a	DET
economy-550	232	21	surplus	surplus	NOUN
economy-550	232	22	of	of	ADP
economy-550	232	23	savings	saving	NOUN
economy-550	232	24	.	.	PUNCT
economy-550	233	1	the	the	DET
economy-550	233	2	empirical	empirical	ADJ
economy-550	233	3	results	result	NOUN
economy-550	233	4	of	of	ADP
economy-550	233	5	this	this	DET
economy-550	233	6	paper	paper	NOUN
economy-550	233	7	show	show	NOUN
economy-550	233	8	that	that	SCONJ
economy-550	233	9	thaksin	thaksin	PROPN
economy-550	233	10	’s	’s	PART
economy-550	233	11	pro	pro	ADJ
economy-550	233	12	-	-	ADJ
economy-550	233	13	equality	equality	ADJ
economy-550	233	14	economic	economic	ADJ
economy-550	233	15	policies	policy	NOUN
economy-550	233	16	were	be	AUX
economy-550	233	17	appropriate	appropriate	ADJ
economy-550	233	18	and	and	CCONJ
economy-550	233	19	good	good	ADJ
economy-550	233	20	for	for	ADP
economy-550	233	21	the	the	DET
economy-550	233	22	country	country	NOUN
economy-550	233	23	.	.	PUNCT
economy-550	234	1	unfortunately	unfortunately	ADV
economy-550	234	2	,	,	PUNCT
economy-550	234	3	thaksin	thaksin	PROPN
economy-550	234	4	was	be	AUX
economy-550	234	5	corrupt	corrupt	ADJ
economy-550	234	6	,	,	PUNCT
economy-550	234	7	power	power	NOUN
economy-550	234	8	hungry	hungry	ADJ
economy-550	234	9	,	,	PUNCT
economy-550	234	10	condoned	condone	VERB
economy-550	234	11	the	the	DET
economy-550	234	12	killing	killing	NOUN
economy-550	234	13	of	of	ADP
economy-550	234	14	drug	drug	NOUN
economy-550	234	15	dealers	dealer	NOUN
economy-550	234	16	and	and	CCONJ
economy-550	234	17	muslims	muslim	NOUN
economy-550	234	18	,	,	PUNCT
economy-550	234	19	and	and	CCONJ
economy-550	234	20	undercut	undercut	VERB
economy-550	234	21	the	the	DET
economy-550	234	22	institutions	institution	NOUN
economy-550	234	23	needed	need	VERB
economy-550	234	24	for	for	ADP
economy-550	234	25	democracy	democracy	NOUN
economy-550	234	26	.	.	PUNCT
economy-550	235	1	the	the	DET
economy-550	235	2	results	result	NOUN
economy-550	235	3	of	of	ADP
economy-550	235	4	this	this	DET
economy-550	235	5	paper	paper	NOUN
economy-550	235	6	are	be	AUX
economy-550	235	7	consistent	consistent	ADJ
economy-550	235	8	with	with	ADP
economy-550	235	9	what	what	PRON
economy-550	235	10	leightner	leightner	NOUN
economy-550	235	11	(	(	PUNCT
economy-550	235	12	2015	2015	NUM
economy-550	235	13	)	)	PUNCT
economy-550	235	14	found	find	VERB
economy-550	235	15	for	for	ADP
economy-550	235	16	the	the	DET
economy-550	235	17	seventeen	seventeen	NUM
economy-550	235	18	countries	country	NOUN
economy-550	235	19	using	use	VERB
economy-550	235	20	the	the	DET
economy-550	235	21	euro	euro	NOUN
economy-550	235	22	,	,	PUNCT
economy-550	235	23	the	the	DET
economy-550	235	24	usa	usa	PROPN
economy-550	235	25	,	,	PUNCT
economy-550	235	26	the	the	DET
economy-550	235	27	uk	uk	PROPN
economy-550	235	28	,	,	PUNCT
economy-550	235	29	japan	japan	PROPN
economy-550	235	30	,	,	PUNCT
economy-550	235	31	brazil	brazil	PROPN
economy-550	235	32	,	,	PUNCT
economy-550	235	33	and	and	CCONJ
economy-550	235	34	russia	russia	PROPN
economy-550	235	35	.	.	PUNCT
economy-550	236	1	leightner	leightner	PROPN
economy-550	236	2	(	(	PUNCT
economy-550	236	3	2015	2015	NUM
economy-550	236	4	)	)	PUNCT
economy-550	236	5	shows	show	VERB
economy-550	236	6	that	that	SCONJ
economy-550	236	7	pro	pro	ADJ
economy-550	236	8	-	-	ADJ
economy-550	236	9	equality	equality	ADJ
economy-550	236	10	policies	policy	NOUN
economy-550	236	11	are	be	AUX
economy-550	236	12	the	the	DET
economy-550	236	13	solution	solution	NOUN
economy-550	236	14	to	to	ADP
economy-550	236	15	the	the	DET
economy-550	236	16	current	current	ADJ
economy-550	236	17	world	world	NOUN
economy-550	236	18	-	-	PUNCT
economy-550	236	19	wide	wide	ADJ
economy-550	236	20	economic	economic	ADJ
economy-550	236	21	malaise	malaise	NOUN
economy-550	236	22	and	and	CCONJ
economy-550	236	23	that	that	SCONJ
economy-550	236	24	export	export	NOUN
economy-550	236	25	driven	drive	VERB
economy-550	236	26	growth	growth	NOUN
economy-550	236	27	will	will	AUX
economy-550	236	28	no	no	ADV
economy-550	236	29	longer	long	ADV
economy-550	236	30	work	work	VERB
economy-550	236	31	in	in	ADP
economy-550	236	32	our	our	PRON
economy-550	236	33	current	current	ADJ
economy-550	236	34	world	world	NOUN
economy-550	236	35	.	.	PUNCT
economy-550	237	1	we	we	PRON
economy-550	237	2	appreciate	appreciate	VERB
economy-550	237	3	the	the	DET
economy-550	237	4	research	research	NOUN
economy-550	237	5	help	help	NOUN
economy-550	237	6	given	give	VERB
economy-550	237	7	by	by	ADP
economy-550	237	8	yumiko	yumiko	PROPN
economy-550	237	9	deevey	deevey	NOUN
economy-550	237	10	and	and	CCONJ
economy-550	237	11	of	of	ADP
economy-550	237	12	kunihiro	kunihiro	PROPN
economy-550	237	13	fujio	fujio	PROPN
economy-550	237	14	.	.	PUNCT
economy-550	238	1	references	reference	NOUN
economy-550	238	2	abbott	abbott	PROPN
economy-550	238	3	,	,	PUNCT
economy-550	238	4	j.k	j.k	PROPN
economy-550	238	5	.	.	PROPN
economy-550	238	6	and	and	CCONJ
economy-550	238	7	k.h	k.h	PROPN
economy-550	238	8	.	.	PROPN
economy-550	238	9	allen	allen	PROPN
economy-550	238	10	,	,	PUNCT
economy-550	238	11	2011	2011	NUM
economy-550	238	12	.	.	PUNCT
economy-550	239	1	an	an	DET
economy-550	239	2	embarrassment	embarrassment	NOUN
economy-550	239	3	of	of	ADP
economy-550	239	4	riches	rich	NOUN
economy-550	239	5	:	:	PUNCT
economy-550	239	6	confronting	confront	VERB
economy-550	239	7	omitted	omit	VERB
economy-550	239	8	variable	variable	ADJ
economy-550	239	9	bias	bias	NOUN
economy-550	239	10	and	and	CCONJ
economy-550	239	11	multiscale	multiscale	ADJ
economy-550	239	12	capitalization	capitalization	NOUN
economy-550	239	13	in	in	ADP
economy-550	239	14	hedonic	hedonic	ADJ
economy-550	239	15	price	price	NOUN
economy-550	239	16	models	model	NOUN
economy-550	239	17	.	.	PUNCT
economy-550	240	1	the	the	DET
economy-550	240	2	review	review	NOUN
economy-550	240	3	of	of	ADP
economy-550	240	4	economics	economic	NOUN
economy-550	240	5	and	and	CCONJ
economy-550	240	6	statistics	statistic	NOUN
economy-550	240	7	,	,	PUNCT
economy-550	240	8	93(4	93(4	NUM
economy-550	240	9	):	):	PUNCT
economy-550	240	10	1331	1331	NUM
economy-550	240	11	-	-	SYM
economy-550	240	12	1342	1342	NUM
economy-550	240	13	.	.	PUNCT
economy-550	241	1	available	available	ADJ
economy-550	241	2	from	from	ADP
economy-550	241	3	http://www.mitpressjournals.org/doi/abs/10.1162/rest_a_00134	http://www.mitpressjournals.org/doi/abs/10.1162/rest_a_00134	PROPN
economy-550	241	4	.	.	PUNCT
economy-550	242	1	aitken	aitken	PROPN
economy-550	242	2	,	,	PUNCT
economy-550	242	3	a.c	a.c	PROPN
economy-550	242	4	.	.	PROPN
economy-550	242	5	,	,	PUNCT
economy-550	242	6	1935	1935	NUM
economy-550	242	7	.	.	PUNCT
economy-550	243	1	on	on	ADP
economy-550	243	2	least	least	ADJ
economy-550	243	3	squares	square	NOUN
economy-550	243	4	and	and	CCONJ
economy-550	243	5	linear	linear	ADJ
economy-550	243	6	combinations	combination	NOUN
economy-550	243	7	of	of	ADP
economy-550	243	8	observations	observation	NOUN
economy-550	243	9	.	.	PUNCT
economy-550	244	1	proceedings	proceeding	NOUN
economy-550	244	2	of	of	ADP
economy-550	244	3	the	the	DET
economy-550	244	4	royal	royal	ADJ
economy-550	244	5	society	society	NOUN
economy-550	244	6	of	of	ADP
economy-550	244	7	edinburgh	edinburgh	PROPN
economy-550	244	8	:	:	PUNCT
economy-550	244	9	55	55	NUM
economy-550	244	10	:	:	PUNCT
economy-550	244	11	42–48	42–48	PROPN
economy-550	244	12	.	.	PUNCT
economy-550	245	1	angrist	angrist	PROPN
economy-550	245	2	,	,	PUNCT
economy-550	245	3	j.d	j.d	PROPN
economy-550	245	4	.	.	PROPN
economy-550	246	1	and	and	CCONJ
economy-550	246	2	k.b	k.b	PROPN
economy-550	246	3	.	.	PROPN
economy-550	246	4	alan	alan	PROPN
economy-550	246	5	,	,	PUNCT
economy-550	246	6	2001	2001	NUM
economy-550	246	7	.	.	PUNCT
economy-550	247	1	instrumental	instrumental	ADJ
economy-550	247	2	variables	variable	NOUN
economy-550	247	3	and	and	CCONJ
economy-550	247	4	the	the	DET
economy-550	247	5	search	search	NOUN
economy-550	247	6	for	for	ADP
economy-550	247	7	identification	identification	NOUN
economy-550	247	8	:	:	PUNCT
economy-550	247	9	from	from	ADP
economy-550	247	10	supply	supply	NOUN
economy-550	247	11	and	and	CCONJ
economy-550	247	12	demand	demand	NOUN
economy-550	247	13	to	to	ADP
economy-550	247	14	natural	natural	ADJ
economy-550	247	15	experiments	experiment	NOUN
economy-550	247	16	.	.	PUNCT
economy-550	248	1	journal	journal	NOUN
economy-550	248	2	of	of	ADP
economy-550	248	3	economic	economic	ADJ
economy-550	248	4	perspectives	perspective	NOUN
economy-550	248	5	,	,	PUNCT
economy-550	248	6	15(4	15(4	NUM
economy-550	248	7	):	):	PUNCT
economy-550	248	8	69	69	NUM
economy-550	248	9	-	-	SYM
economy-550	248	10	85	85	NUM
economy-550	248	11	.	.	PUNCT
economy-550	249	1	black	black	ADJ
economy-550	249	2	,	,	PUNCT
economy-550	249	3	s.e	s.e	PROPN
economy-550	249	4	.	.	PROPN
economy-550	249	5	and	and	CCONJ
economy-550	249	6	l.m	l.m	PROPN
economy-550	249	7	.	.	PROPN
economy-550	249	8	lisa	lisa	PROPN
economy-550	249	9	,	,	PUNCT
economy-550	249	10	2001	2001	NUM
economy-550	249	11	.	.	PUNCT
economy-550	250	1	how	how	SCONJ
economy-550	250	2	to	to	PART
economy-550	250	3	compete	compete	VERB
economy-550	250	4	:	:	PUNCT
economy-550	250	5	the	the	DET
economy-550	250	6	impact	impact	NOUN
economy-550	250	7	of	of	ADP
economy-550	250	8	workplace	workplace	NOUN
economy-550	250	9	practices	practice	NOUN
economy-550	250	10	and	and	CCONJ
economy-550	250	11	information	information	NOUN
economy-550	250	12	technology	technology	NOUN
economy-550	250	13	on	on	ADP
economy-550	250	14	productivity	productivity	NOUN
economy-550	250	15	.	.	PUNCT
economy-550	251	1	the	the	DET
economy-550	251	2	review	review	NOUN
economy-550	251	3	of	of	ADP
economy-550	251	4	economics	economic	NOUN
economy-550	251	5	and	and	CCONJ
economy-550	251	6	statistics	statistic	NOUN
economy-550	251	7	,	,	PUNCT
economy-550	251	8	83(3	83(3	NUM
economy-550	251	9	):	):	PUNCT
economy-550	251	10	434	434	NUM
economy-550	251	11	-	-	SYM
economy-550	251	12	445	445	NUM
economy-550	251	13	.	.	PUNCT
economy-550	252	1	botosan	botosan	PROPN
economy-550	252	2	,	,	PUNCT
economy-550	252	3	c.a	c.a	PROPN
economy-550	252	4	.	.	PROPN
economy-550	252	5	and	and	CCONJ
economy-550	252	6	p.a	p.a	PROPN
economy-550	252	7	.	.	PROPN
economy-550	252	8	marlene	marlene	PROPN
economy-550	252	9	,	,	PUNCT
economy-550	252	10	2002	2002	NUM
economy-550	252	11	.	.	PUNCT
economy-550	253	1	a	a	DET
economy-550	253	2	re	re	NOUN
economy-550	253	3	-	-	NOUN
economy-550	253	4	examination	examination	NOUN
economy-550	253	5	of	of	ADP
economy-550	253	6	disclosure	disclosure	NOUN
economy-550	253	7	level	level	NOUN
economy-550	253	8	and	and	CCONJ
economy-550	253	9	the	the	DET
economy-550	253	10	expected	expect	VERB
economy-550	253	11	cost	cost	NOUN
economy-550	253	12	of	of	ADP
economy-550	253	13	equity	equity	NOUN
economy-550	253	14	capital	capital	NOUN
economy-550	253	15	.	.	PUNCT
economy-550	254	1	journal	journal	PROPN
economy-550	254	2	of	of	ADP
economy-550	254	3	accounting	accounting	NOUN
economy-550	254	4	research	research	NOUN
economy-550	254	5	,	,	PUNCT
economy-550	254	6	40(1	40(1	NUM
economy-550	254	7	):	):	PUNCT
economy-550	254	8	21	21	NUM
economy-550	254	9	-	-	SYM
economy-550	254	10	40	40	NUM
economy-550	254	11	.	.	PUNCT
economy-550	255	1	branson	branson	PROPN
economy-550	255	2	,	,	PUNCT
economy-550	255	3	j.	j.	PROPN
economy-550	255	4	and	and	CCONJ
economy-550	255	5	l.c.a	l.c.a	PROPN
economy-550	255	6	.	.	PUNCT
economy-550	256	1	knox	knox	PROPN
economy-550	256	2	,	,	PUNCT
economy-550	256	3	2000	2000	NUM
economy-550	256	4	.	.	PUNCT
economy-550	257	1	taxation	taxation	NOUN
economy-550	257	2	and	and	CCONJ
economy-550	257	3	economic	economic	ADJ
economy-550	257	4	growth	growth	NOUN
economy-550	257	5	in	in	ADP
economy-550	257	6	new	new	PROPN
economy-550	257	7	zealand	zealand	PROPN
economy-550	257	8	.	.	PUNCT
economy-550	258	1	in	in	ADP
economy-550	258	2	taxation	taxation	NOUN
economy-550	258	3	and	and	CCONJ
economy-550	258	4	the	the	DET
economy-550	258	5	limits	limit	NOUN
economy-550	258	6	of	of	ADP
economy-550	258	7	government	government	NOUN
economy-550	258	8	.	.	PUNCT
economy-550	259	1	ed	ed	NOUN
economy-550	259	2	.	.	PUNCT
economy-550	260	1	g.w	g.w	PROPN
economy-550	260	2	.	.	PROPN
economy-550	260	3	scully	scully	PROPN
economy-550	260	4	and	and	CCONJ
economy-550	260	5	p.j	p.j	PROPN
economy-550	260	6	.	.	PROPN
economy-550	260	7	caragata	caragata	PROPN
economy-550	260	8	.	.	PUNCT
economy-550	261	1	boston	boston	PROPN
economy-550	261	2	:	:	PUNCT
economy-550	261	3	kluwer	kluwer	PROPN
economy-550	261	4	academic	academic	NOUN
economy-550	261	5	.	.	PUNCT
economy-550	262	1	pp	pp	ADV
economy-550	262	2	:	:	PUNCT
economy-550	262	3	37	37	NUM
economy-550	262	4	-	-	SYM
economy-550	262	5	88	88	NUM
economy-550	262	6	.	.	PUNCT
economy-550	263	1	cellini	cellini	PROPN
economy-550	263	2	,	,	PUNCT
economy-550	263	3	s.r	s.r	PROPN
economy-550	263	4	.	.	PROPN
economy-550	263	5	,	,	PUNCT
economy-550	263	6	2008	2008	NUM
economy-550	263	7	.	.	PUNCT
economy-550	264	1	causal	causal	ADJ
economy-550	264	2	inference	inference	NOUN
economy-550	264	3	and	and	CCONJ
economy-550	264	4	omitted	omit	VERB
economy-550	264	5	variable	variable	ADJ
economy-550	264	6	bias	bias	NOUN
economy-550	264	7	in	in	ADP
economy-550	264	8	financial	financial	ADJ
economy-550	264	9	aid	aid	NOUN
economy-550	264	10	research	research	NOUN
economy-550	264	11	:	:	PUNCT
economy-550	264	12	assessing	assess	VERB
economy-550	264	13	solutions	solution	NOUN
economy-550	264	14	.	.	PUNCT
economy-550	265	1	the	the	DET
economy-550	265	2	review	review	NOUN
economy-550	265	3	of	of	ADP
economy-550	265	4	higher	high	ADJ
economy-550	265	5	education	education	NOUN
economy-550	265	6	,	,	PUNCT
economy-550	265	7	31(1	31(1	NUM
economy-550	265	8	):	):	PUNCT
economy-550	265	9	329	329	NUM
economy-550	265	10	-	-	SYM
economy-550	265	11	354	354	NUM
economy-550	265	12	.	.	PUNCT
economy-550	265	13	diprete	diprete	NOUN
economy-550	265	14	,	,	PUNCT
economy-550	265	15	t.	t.	PROPN
economy-550	265	16	,	,	PUNCT
economy-550	265	17	a.	a.	NOUN
economy-550	265	18	and	and	CCONJ
economy-550	265	19	g.	g.	PROPN
economy-550	265	20	markus	markus	PROPN
economy-550	265	21	,	,	PUNCT
economy-550	265	22	2004	2004	NUM
economy-550	265	23	.	.	PUNCT
economy-550	266	1	assessing	assess	VERB
economy-550	266	2	bias	bias	NOUN
economy-550	266	3	in	in	ADP
economy-550	266	4	the	the	DET
economy-550	266	5	estimation	estimation	NOUN
economy-550	266	6	of	of	ADP
economy-550	266	7	causal	causal	ADJ
economy-550	266	8	effects	effect	NOUN
economy-550	266	9	:	:	PUNCT
economy-550	266	10	rosenbaum	rosenbaum	PROPN
economy-550	266	11	bounds	bound	VERB
economy-550	266	12	on	on	ADP
economy-550	266	13	matching	match	VERB
economy-550	266	14	estimators	estimator	NOUN
economy-550	266	15	and	and	CCONJ
economy-550	266	16	instrumental	instrumental	ADJ
economy-550	266	17	estimation	estimation	NOUN
economy-550	266	18	with	with	ADP
economy-550	266	19	imperfect	imperfect	ADJ
economy-550	266	20	instruments	instrument	NOUN
economy-550	266	21	(	(	PUNCT
economy-550	266	22	berlin	berlin	PROPN
economy-550	266	23	,	,	PUNCT
economy-550	266	24	wissenschaftszentrum	wissenschaftszentrum	PROPN
economy-550	266	25	berlin	berlin	PROPN
economy-550	266	26	fur	fur	NOUN
economy-550	266	27	sozialforschung	sozialforschung	PROPN
economy-550	266	28	)	)	PUNCT
economy-550	266	29	.	.	PUNCT
economy-550	267	1	harris	harris	PROPN
economy-550	267	2	,	,	PUNCT
economy-550	267	3	a.l.l	a.l.l	NOUN
economy-550	267	4	.	.	PUNCT
economy-550	267	5	and	and	CCONJ
economy-550	267	6	r.	r.	PROPN
economy-550	267	7	keith	keith	PROPN
economy-550	267	8	,	,	PUNCT
economy-550	267	9	2007	2007	NUM
economy-550	267	10	.	.	PUNCT
economy-550	268	1	schooling	schooling	NOUN
economy-550	268	2	behaviors	behavior	NOUN
economy-550	268	3	or	or	CCONJ
economy-550	268	4	prior	prior	ADJ
economy-550	268	5	skills	skill	NOUN
economy-550	268	6	?	?	PUNCT
economy-550	269	1	a	a	DET
economy-550	269	2	cautionary	cautionary	ADJ
economy-550	269	3	tale	tale	NOUN
economy-550	269	4	of	of	ADP
economy-550	269	5	omitted	omit	VERB
economy-550	269	6	variable	variable	ADJ
economy-550	269	7	bias	bias	NOUN
economy-550	269	8	within	within	ADP
economy-550	269	9	oppositional	oppositional	ADJ
economy-550	269	10	culture	culture	NOUN
economy-550	269	11	theory	theory	NOUN
economy-550	269	12	.	.	PUNCT
economy-550	270	1	sociology	sociology	NOUN
economy-550	270	2	of	of	ADP
economy-550	270	3	education	education	NOUN
economy-550	270	4	,	,	PUNCT
economy-550	270	5	80(2	80(2	NUM
economy-550	270	6	):	):	PUNCT
economy-550	270	7	139	139	NUM
economy-550	270	8	-	-	SYM
economy-550	270	9	157	157	NUM
economy-550	270	10	.	.	PUNCT
economy-550	271	1	inoue	inoue	PROPN
economy-550	271	2	,	,	PUNCT
economy-550	271	3	t.	t.	PROPN
economy-550	271	4	,	,	PUNCT
economy-550	271	5	l.d.m	l.d.m	PROPN
economy-550	271	6	.	.	PUNCT
economy-550	271	7	pierre	pierre	PROPN
economy-550	271	8	and	and	CCONJ
economy-550	271	9	l.e	l.e	PROPN
economy-550	271	10	.	.	PROPN
economy-550	271	11	jonathan	jonathan	PROPN
economy-550	271	12	,	,	PUNCT
economy-550	271	13	2014	2014	NUM
economy-550	271	14	.	.	PUNCT
economy-550	272	1	several	several	ADJ
economy-550	272	2	related	relate	VERB
economy-550	272	3	solutions	solution	NOUN
economy-550	272	4	to	to	ADP
economy-550	272	5	the	the	DET
economy-550	272	6	omitted	omit	VERB
economy-550	272	7	variables	variable	NOUN
economy-550	272	8	problem	problem	NOUN
economy-550	272	9	,	,	PUNCT
economy-550	272	10	(	(	PUNCT
economy-550	272	11	unpublished	unpublished	ADJ
economy-550	272	12	manuscript	manuscript	NOUN
economy-550	272	13	)	)	PUNCT
economy-550	272	14	.	.	PUNCT
economy-550	273	1	leightner	leightner	PROPN
economy-550	273	2	,	,	PUNCT
economy-550	273	3	j.e	j.e	PROPN
economy-550	273	4	.	.	PROPN
economy-550	273	5	,	,	PUNCT
economy-550	273	6	2002	2002	NUM
economy-550	273	7	.	.	PUNCT
economy-550	274	1	the	the	DET
economy-550	274	2	changing	change	VERB
economy-550	274	3	effectiveness	effectiveness	NOUN
economy-550	274	4	of	of	ADP
economy-550	274	5	key	key	ADJ
economy-550	274	6	policy	policy	NOUN
economy-550	274	7	tools	tool	NOUN
economy-550	274	8	in	in	ADP
economy-550	274	9	thailand	thailand	PROPN
economy-550	274	10	,	,	PUNCT
economy-550	274	11	institute	institute	PROPN
economy-550	274	12	of	of	ADP
economy-550	274	13	southeast	southeast	ADJ
economy-550	274	14	asian	asian	ADJ
economy-550	274	15	studies	study	NOUN
economy-550	274	16	for	for	ADP
economy-550	274	17	east	east	PROPN
economy-550	274	18	asian	asian	PROPN
economy-550	274	19	development	development	NOUN
economy-550	274	20	network	network	NOUN
economy-550	274	21	,	,	PUNCT
economy-550	274	22	eadn	eadn	NOUN
economy-550	274	23	working	working	NOUN
economy-550	274	24	paper	paper	NOUN
economy-550	274	25	no	no	INTJ
economy-550	274	26	.	.	PUNCT
economy-550	275	1	19(2002	19(2002	NUM
economy-550	275	2	)	)	PUNCT
economy-550	275	3	x0219	x0219	PROPN
economy-550	275	4	-	-	PUNCT
economy-550	275	5	6417	6417	NUM
economy-550	275	6	.	.	PUNCT
economy-550	276	1	leightner	leightner	NOUN
economy-550	276	2	,	,	PUNCT
economy-550	276	3	j.e	j.e	PROPN
economy-550	276	4	.	.	PROPN
economy-550	276	5	,	,	PUNCT
economy-550	276	6	2007b	2007b	NUM
economy-550	276	7	.	.	PUNCT
economy-550	277	1	thailand	thailand	PROPN
economy-550	277	2	’s	’s	PART
economy-550	277	3	financial	financial	ADJ
economy-550	277	4	crisis	crisis	NOUN
economy-550	277	5	:	:	PUNCT
economy-550	277	6	its	its	PRON
economy-550	277	7	causes	cause	NOUN
economy-550	277	8	,	,	PUNCT
economy-550	277	9	consequences	consequence	NOUN
economy-550	277	10	,	,	PUNCT
economy-550	277	11	and	and	CCONJ
economy-550	277	12	implications	implication	NOUN
economy-550	277	13	.	.	PUNCT
economy-550	278	1	journal	journal	NOUN
economy-550	278	2	of	of	ADP
economy-550	278	3	economic	economic	ADJ
economy-550	278	4	issues	issue	NOUN
economy-550	278	5	,	,	PUNCT
economy-550	278	6	41(1	41(1	NUM
economy-550	278	7	):	):	PUNCT
economy-550	278	8	61	61	NUM
economy-550	278	9	-	-	SYM
economy-550	278	10	76	76	NUM
economy-550	278	11	.	.	PUNCT
economy-550	279	1	leightner	leightner	PROPN
economy-550	279	2	,	,	PUNCT
economy-550	279	3	j.e	j.e	PROPN
economy-550	279	4	.	.	PROPN
economy-550	279	5	,	,	PUNCT
economy-550	279	6	2008	2008	NUM
economy-550	279	7	.	.	PUNCT
economy-550	280	1	omitted	omit	VERB
economy-550	280	2	variables	variable	NOUN
economy-550	280	3	and	and	CCONJ
economy-550	280	4	how	how	SCONJ
economy-550	280	5	the	the	DET
economy-550	280	6	chinese	chinese	PROPN
economy-550	280	7	yuan	yuan	PROPN
economy-550	280	8	affects	affect	VERB
economy-550	280	9	other	other	ADJ
economy-550	280	10	asian	asian	ADJ
economy-550	280	11	currencies	currency	NOUN
economy-550	280	12	,	,	PUNCT
economy-550	280	13	international	international	ADJ
economy-550	280	14	journal	journal	NOUN
economy-550	280	15	of	of	ADP
economy-550	280	16	contemporary	contemporary	PROPN
economy-550	280	17	mathematical	mathematical	PROPN
economy-550	280	18	sciences	sciences	PROPN
economy-550	280	19	,	,	PUNCT
economy-550	280	20	3(14	3(14	NUM
economy-550	280	21	):	):	PUNCT
economy-550	280	22	645	645	NUM
economy-550	280	23	-	-	SYM
economy-550	280	24	666	666	NUM
economy-550	280	25	.	.	PUNCT
economy-550	280	26	leightner	leightner	PROPN
economy-550	280	27	,	,	PUNCT
economy-550	280	28	j.e	j.e	PROPN
economy-550	280	29	.	.	PROPN
economy-550	280	30	,	,	PUNCT
economy-550	280	31	2015	2015	NUM
economy-550	280	32	.	.	PUNCT
economy-550	281	1	the	the	DET
economy-550	281	2	limits	limit	NOUN
economy-550	281	3	of	of	ADP
economy-550	281	4	fiscal	fiscal	ADJ
economy-550	281	5	,	,	PUNCT
economy-550	281	6	monetary	monetary	ADJ
economy-550	281	7	,	,	PUNCT
economy-550	281	8	and	and	CCONJ
economy-550	281	9	trade	trade	NOUN
economy-550	281	10	policies	policy	NOUN
economy-550	281	11	:	:	PUNCT
economy-550	281	12	international	international	ADJ
economy-550	281	13	comparisons	comparison	NOUN
economy-550	281	14	and	and	CCONJ
economy-550	281	15	solutions	solution	NOUN
economy-550	281	16	.	.	PUNCT
economy-550	282	1	singapore	singapore	PROPN
economy-550	282	2	:	:	PUNCT
economy-550	282	3	world	world	NOUN
economy-550	282	4	scientific	scientific	ADJ
economy-550	282	5	.	.	PUNCT
economy-550	283	1	leightner	leightner	PROPN
economy-550	283	2	,	,	PUNCT
economy-550	283	3	j.	j.	PROPN
economy-550	283	4	,	,	PUNCT
economy-550	283	5	e.	e.	PROPN
economy-550	283	6	,	,	PUNCT
economy-550	283	7	2010a	2010a	NUM
economy-550	283	8	.	.	PUNCT
economy-550	284	1	china	china	PROPN
economy-550	284	2	’s	’s	PART
economy-550	284	3	fiscal	fiscal	ADJ
economy-550	284	4	stimulus	stimulus	ADJ
economy-550	284	5	package	package	NOUN
economy-550	284	6	for	for	ADP
economy-550	284	7	the	the	DET
economy-550	284	8	current	current	ADJ
economy-550	284	9	international	international	ADJ
economy-550	284	10	crisis	crisis	NOUN
economy-550	284	11	,	,	PUNCT
economy-550	284	12	what	what	PRON
economy-550	284	13	does	do	AUX
economy-550	284	14	1996	1996	NUM
economy-550	284	15	-	-	SYM
economy-550	284	16	2006	2006	NUM
economy-550	284	17	tell	tell	VERB
economy-550	284	18	us	we	PRON
economy-550	284	19	?	?	PUNCT
economy-550	285	1	frontiers	frontier	NOUN
economy-550	285	2	of	of	ADP
economy-550	285	3	economics	economic	NOUN
economy-550	285	4	in	in	ADP
economy-550	285	5	china	china	PROPN
economy-550	285	6	,	,	PUNCT
economy-550	285	7	5(1	5(1	NUM
economy-550	285	8	):	):	PUNCT
economy-550	285	9	1	1	NUM
economy-550	285	10	-	-	SYM
economy-550	285	11	24	24	NUM
economy-550	285	12	.	.	PUNCT
economy-550	285	13	leightner	leightner	PROPN
economy-550	285	14	,	,	PUNCT
economy-550	285	15	j.	j.	PROPN
economy-550	285	16	,	,	PUNCT
economy-550	285	17	e.	e.	PROPN
economy-550	285	18	and	and	CCONJ
economy-550	285	19	i.	i.	PROPN
economy-550	285	20	tomoo	tomoo	PROPN
economy-550	285	21	,	,	PUNCT
economy-550	285	22	2008a	2008a	NUM
economy-550	285	23	.	.	PUNCT
economy-550	286	1	capturing	capture	VERB
economy-550	286	2	climate	climate	NOUN
economy-550	286	3	’s	’s	PART
economy-550	286	4	effect	effect	NOUN
economy-550	286	5	on	on	ADP
economy-550	286	6	pollution	pollution	NOUN
economy-550	286	7	abatement	abatement	NOUN
economy-550	286	8	with	with	ADP
economy-550	286	9	an	an	DET
economy-550	286	10	improved	improved	ADJ
economy-550	286	11	solution	solution	NOUN
economy-550	286	12	to	to	ADP
economy-550	286	13	the	the	DET
economy-550	286	14	omitted	omit	VERB
economy-550	286	15	variables	variable	NOUN
economy-550	286	16	problem	problem	NOUN
economy-550	286	17	.	.	PUNCT
economy-550	287	1	european	european	ADJ
economy-550	287	2	journal	journal	PROPN
economy-550	287	3	of	of	ADP
economy-550	287	4	operational	operational	ADJ
economy-550	287	5	research	research	NOUN
economy-550	287	6	,	,	PUNCT
economy-550	287	7	191(2	191(2	NUM
economy-550	287	8	):	):	PUNCT
economy-550	287	9	539	539	NUM
economy-550	287	10	-	-	SYM
economy-550	287	11	556	556	NUM
economy-550	287	12	.	.	PUNCT
economy-550	288	1	leightner	leightner	NOUN
economy-550	288	2	,	,	PUNCT
economy-550	288	3	j.e	j.e	PROPN
economy-550	288	4	.	.	PROPN
economy-550	288	5	,	,	PUNCT
economy-550	288	6	2005a	2005a	NUM
economy-550	288	7	.	.	PUNCT
economy-550	289	1	fight	fight	VERB
economy-550	289	2	deflation	deflation	NOUN
economy-550	289	3	with	with	ADP
economy-550	289	4	deflation	deflation	NOUN
economy-550	289	5	,	,	PUNCT
economy-550	289	6	not	not	PART
economy-550	289	7	with	with	ADP
economy-550	289	8	monetary	monetary	ADJ
economy-550	289	9	policy	policy	NOUN
economy-550	289	10	.	.	PUNCT
economy-550	290	1	the	the	DET
economy-550	290	2	japanese	japanese	ADJ
economy-550	290	3	economy	economy	NOUN
economy-550	290	4	:	:	PUNCT
economy-550	290	5	translations	translation	NOUN
economy-550	290	6	and	and	CCONJ
economy-550	290	7	studies	study	NOUN
economy-550	290	8	,	,	PUNCT
economy-550	290	9	33(2	33(2	NUM
economy-550	290	10	):	):	PUNCT
economy-550	290	11	6793	6793	NUM
economy-550	290	12	.	.	PUNCT
economy-550	291	1	http://www.mitpressjournals.org/doi/abs/10.1162/rest_a_00134	http://www.mitpressjournals.org/doi/abs/10.1162/rest_a_00134	ADJ
economy-550	291	2	economy	economy	NOUN
economy-550	291	3	,	,	PUNCT
economy-550	291	4	2014	2014	NUM
economy-550	291	5	,	,	PUNCT
economy-550	291	6	1(1	1(1	NUM
economy-550	291	7	):	):	PUNCT
economy-550	291	8	20	20	NUM
economy-550	291	9	-	-	SYM
economy-550	291	10	31	31	NUM
economy-550	291	11	31	31	NUM
economy-550	291	12	leightner	leightner	NOUN
economy-550	291	13	,	,	PUNCT
economy-550	291	14	j.e	j.e	PROPN
economy-550	291	15	.	.	PROPN
economy-550	291	16	,	,	PUNCT
economy-550	291	17	2005b	2005b	NUM
economy-550	291	18	.	.	PUNCT
economy-550	292	1	the	the	DET
economy-550	292	2	productivity	productivity	NOUN
economy-550	292	3	of	of	ADP
economy-550	292	4	government	government	NOUN
economy-550	292	5	spending	spending	NOUN
economy-550	292	6	in	in	ADP
economy-550	292	7	asia	asia	PROPN
economy-550	292	8	:	:	PUNCT
economy-550	292	9	1983	1983	NUM
economy-550	292	10	-	-	SYM
economy-550	292	11	2000	2000	NUM
economy-550	292	12	.	.	PUNCT
economy-550	293	1	journal	journal	NOUN
economy-550	293	2	of	of	ADP
economy-550	293	3	productivity	productivity	NOUN
economy-550	293	4	analysis	analysis	NOUN
economy-550	293	5	,	,	PUNCT
economy-550	293	6	23(1	23(1	NUM
economy-550	293	7	):	):	PUNCT
economy-550	293	8	33	33	NUM
economy-550	293	9	-	-	SYM
economy-550	293	10	46	46	NUM
economy-550	293	11	.	.	PUNCT
economy-550	294	1	leightner	leightner	PROPN
economy-550	294	2	,	,	PUNCT
economy-550	294	3	j.e	j.e	PROPN
economy-550	294	4	.	.	PROPN
economy-550	294	5	,	,	PUNCT
economy-550	294	6	2007a	2007a	NUM
economy-550	294	7	.	.	PUNCT
economy-550	295	1	omitted	omit	VERB
economy-550	295	2	variables	variable	NOUN
economy-550	295	3	,	,	PUNCT
economy-550	295	4	confidence	confidence	NOUN
economy-550	295	5	intervals	interval	NOUN
economy-550	295	6	,	,	PUNCT
economy-550	295	7	and	and	CCONJ
economy-550	295	8	the	the	DET
economy-550	295	9	productivity	productivity	NOUN
economy-550	295	10	of	of	ADP
economy-550	295	11	exchange	exchange	NOUN
economy-550	295	12	rates	rate	NOUN
economy-550	295	13	.	.	PUNCT
economy-550	296	1	pacific	pacific	PROPN
economy-550	296	2	economic	economic	PROPN
economy-550	296	3	review	review	PROPN
economy-550	296	4	,	,	PUNCT
economy-550	296	5	12(1	12(1	NUM
economy-550	296	6	):	):	PUNCT
economy-550	296	7	15	15	NUM
economy-550	296	8	-	-	SYM
economy-550	296	9	45	45	NUM
economy-550	296	10	.	.	PUNCT
economy-550	297	1	leightner	leightner	PROPN
economy-550	297	2	,	,	PUNCT
economy-550	297	3	j.e	j.e	PROPN
economy-550	297	4	.	.	PROPN
economy-550	297	5	,	,	PUNCT
economy-550	297	6	2010b	2010b	NUM
economy-550	297	7	.	.	PUNCT
economy-550	298	1	how	how	SCONJ
economy-550	298	2	china	china	PROPN
economy-550	298	3	’s	’s	PART
economy-550	298	4	holdings	holding	NOUN
economy-550	298	5	of	of	ADP
economy-550	298	6	foreign	foreign	ADJ
economy-550	298	7	reserves	reserve	NOUN
economy-550	298	8	affect	affect	VERB
economy-550	298	9	the	the	DET
economy-550	298	10	value	value	NOUN
economy-550	298	11	of	of	ADP
economy-550	298	12	the	the	DET
economy-550	298	13	us	us	PROPN
economy-550	298	14	dollar	dollar	NOUN
economy-550	298	15	in	in	ADP
economy-550	298	16	europe	europe	PROPN
economy-550	298	17	and	and	CCONJ
economy-550	298	18	asia	asia	PROPN
economy-550	298	19	.	.	PUNCT
economy-550	299	1	china	china	PROPN
economy-550	299	2	&	&	CCONJ
economy-550	299	3	world	world	PROPN
economy-550	299	4	economy	economy	PROPN
economy-550	299	5	,	,	PUNCT
economy-550	299	6	18(3	18(3	NUM
economy-550	299	7	):	):	PUNCT
economy-550	299	8	24	24	NUM
economy-550	299	9	-	-	SYM
economy-550	299	10	39	39	NUM
economy-550	299	11	.	.	PUNCT
economy-550	300	1	leightner	leightner	NOUN
economy-550	300	2	,	,	PUNCT
economy-550	300	3	j.e	j.e	PROPN
economy-550	300	4	.	.	PROPN
economy-550	300	5	,	,	PUNCT
economy-550	300	6	2011a	2011a	NUM
economy-550	300	7	.	.	PUNCT
economy-550	301	1	chinese	chinese	ADJ
economy-550	301	2	overtrading	overtrading	NOUN
economy-550	301	3	,	,	PUNCT
economy-550	301	4	in	in	ADP
economy-550	301	5	steven	steven	PROPN
economy-550	301	6	rosefielde	rosefielde	PROPN
economy-550	301	7	,	,	PUNCT
economy-550	301	8	masaaki	masaaki	PROPN
economy-550	301	9	kuboniwa	kuboniwa	PROPN
economy-550	301	10	,	,	PUNCT
economy-550	301	11	and	and	CCONJ
economy-550	301	12	satoshi	satoshi	PROPN
economy-550	301	13	mizobata	mizobata	PROPN
economy-550	301	14	eds	eds	PROPN
economy-550	301	15	.	.	PROPN
economy-550	301	16	,	,	PUNCT
economy-550	301	17	two	two	NUM
economy-550	301	18	asias	asia	NOUN
economy-550	301	19	:	:	PUNCT
economy-550	301	20	the	the	DET
economy-550	301	21	emerging	emerge	VERB
economy-550	301	22	postcrisis	postcrisis	NOUN
economy-550	301	23	divide	divide	NOUN
economy-550	301	24	,	,	PUNCT
economy-550	301	25	(	(	PUNCT
economy-550	301	26	singapore	singapore	PROPN
economy-550	301	27	:	:	PUNCT
economy-550	301	28	world	world	NOUN
economy-550	301	29	scientific	scientific	ADJ
economy-550	301	30	publishers	publisher	NOUN
economy-550	301	31	)	)	PUNCT
economy-550	301	32	.	.	PUNCT
economy-550	302	1	leightner	leightner	PROPN
economy-550	302	2	,	,	PUNCT
economy-550	302	3	j.e	j.e	PROPN
economy-550	302	4	.	.	PROPN
economy-550	302	5	,	,	PUNCT
economy-550	302	6	2011b	2011b	NUM
economy-550	302	7	.	.	PUNCT
economy-550	303	1	fiscal	fiscal	ADJ
economy-550	303	2	stimulus	stimulus	NOUN
economy-550	303	3	for	for	ADP
economy-550	303	4	the	the	DET
economy-550	303	5	usa	usa	PROPN
economy-550	303	6	in	in	ADP
economy-550	303	7	the	the	DET
economy-550	303	8	current	current	ADJ
economy-550	303	9	financial	financial	ADJ
economy-550	303	10	crisis	crisis	NOUN
economy-550	303	11	:	:	PUNCT
economy-550	303	12	what	what	PRON
economy-550	303	13	does	do	AUX
economy-550	303	14	1930	1930	NUM
economy-550	303	15	-	-	SYM
economy-550	303	16	2008	2008	NUM
economy-550	303	17	tell	tell	VERB
economy-550	303	18	us	we	PRON
economy-550	303	19	?	?	PUNCT
economy-550	304	1	applied	apply	VERB
economy-550	304	2	economic	economic	ADJ
economy-550	304	3	letters	letter	NOUN
economy-550	304	4	,	,	PUNCT
economy-550	304	5	18(6	18(6	NOUN
economy-550	304	6	):	):	PUNCT
economy-550	304	7	539	539	NUM
economy-550	304	8	-	-	SYM
economy-550	304	9	549	549	NUM
economy-550	304	10	.	.	PUNCT
economy-550	304	11	leightner	leightner	NOUN
economy-550	304	12	,	,	PUNCT
economy-550	304	13	j.e	j.e	PROPN
economy-550	304	14	.	.	PROPN
economy-550	304	15	,	,	PUNCT
economy-550	304	16	2013	2013	NUM
economy-550	304	17	.	.	PUNCT
economy-550	305	1	the	the	DET
economy-550	305	2	changing	change	VERB
economy-550	305	3	effectiveness	effectiveness	NOUN
economy-550	305	4	of	of	ADP
economy-550	305	5	monetary	monetary	ADJ
economy-550	305	6	policy	policy	NOUN
economy-550	305	7	.	.	PUNCT
economy-550	306	1	economies	economy	NOUN
economy-550	306	2	,	,	PUNCT
economy-550	306	3	1(3	1(3	NUM
economy-550	306	4	):	):	PUNCT
economy-550	306	5	49	49	NUM
economy-550	306	6	-	-	SYM
economy-550	306	7	64	64	NUM
economy-550	306	8	.	.	PUNCT
economy-550	306	9	available	available	ADJ
economy-550	306	10	from	from	ADP
economy-550	306	11	http://www.mdpi.com/22277099/1/3/49	http://www.mdpi.com/22277099/1/3/49	NOUN
economy-550	306	12	.	.	PUNCT
economy-550	307	1	leightner	leightner	PROPN
economy-550	307	2	,	,	PUNCT
economy-550	307	3	j.e	j.e	PROPN
economy-550	307	4	.	.	PROPN
economy-550	307	5	and	and	CCONJ
economy-550	307	6	i.	i.	PROPN
economy-550	307	7	tomoo	tomoo	PROPN
economy-550	307	8	,	,	PUNCT
economy-550	307	9	2007	2007	NUM
economy-550	307	10	.	.	PUNCT
economy-550	308	1	tackling	tackle	VERB
economy-550	308	2	the	the	DET
economy-550	308	3	omitted	omit	VERB
economy-550	308	4	variables	variable	NOUN
economy-550	308	5	problem	problem	NOUN
economy-550	308	6	without	without	ADP
economy-550	308	7	the	the	DET
economy-550	308	8	strong	strong	ADJ
economy-550	308	9	assumptions	assumption	NOUN
economy-550	308	10	of	of	ADP
economy-550	308	11	proxies	proxy	NOUN
economy-550	308	12	.	.	PUNCT
economy-550	309	1	european	european	ADJ
economy-550	309	2	journal	journal	PROPN
economy-550	309	3	of	of	ADP
economy-550	309	4	operational	operational	ADJ
economy-550	309	5	research	research	NOUN
economy-550	309	6	,	,	PUNCT
economy-550	309	7	178(3	178(3	NUM
economy-550	309	8	):	):	PUNCT
economy-550	309	9	819	819	NUM
economy-550	309	10	-	-	SYM
economy-550	309	11	840	840	NUM
economy-550	309	12	.	.	PUNCT
economy-550	310	1	leightner	leightner	PROPN
economy-550	310	2	,	,	PUNCT
economy-550	310	3	j.e	j.e	PROPN
economy-550	310	4	.	.	PROPN
economy-550	310	5	and	and	CCONJ
economy-550	310	6	i.	i.	PROPN
economy-550	310	7	tomoo	tomoo	PROPN
economy-550	310	8	,	,	PUNCT
economy-550	310	9	2008b	2008b	NUM
economy-550	310	10	.	.	PUNCT
economy-550	311	1	the	the	DET
economy-550	311	2	effect	effect	NOUN
economy-550	311	3	of	of	ADP
economy-550	311	4	the	the	DET
economy-550	311	5	chinese	chinese	PROPN
economy-550	311	6	yuan	yuan	PROPN
economy-550	311	7	on	on	ADP
economy-550	311	8	other	other	ADJ
economy-550	311	9	asian	asian	ADJ
economy-550	311	10	currencies	currency	NOUN
economy-550	311	11	during	during	ADP
economy-550	311	12	the	the	DET
economy-550	311	13	1997	1997	NUM
economy-550	311	14	-	-	SYM
economy-550	311	15	1998	1998	NUM
economy-550	311	16	asian	asian	ADJ
economy-550	311	17	crisis	crisis	NOUN
economy-550	311	18	.	.	PUNCT
economy-550	312	1	international	international	ADJ
economy-550	312	2	journal	journal	PROPN
economy-550	312	3	of	of	ADP
economy-550	312	4	economic	economic	ADJ
economy-550	312	5	issues	issue	NOUN
economy-550	312	6	,	,	PUNCT
economy-550	312	7	1(1	1(1	NUM
economy-550	312	8	):	):	PUNCT
economy-550	312	9	11	11	NUM
economy-550	312	10	-	-	SYM
economy-550	312	11	24	24	NUM
economy-550	312	12	.	.	PUNCT
economy-550	313	1	leightner	leightner	PROPN
economy-550	313	2	,	,	PUNCT
economy-550	313	3	j.e	j.e	PROPN
economy-550	313	4	.	.	PROPN
economy-550	313	5	and	and	CCONJ
economy-550	313	6	i.	i.	PROPN
economy-550	313	7	tomoo	tomoo	PROPN
economy-550	313	8	,	,	PUNCT
economy-550	313	9	2009	2009	NUM
economy-550	313	10	.	.	PUNCT
economy-550	314	1	negative	negative	ADJ
economy-550	314	2	fiscal	fiscal	ADJ
economy-550	314	3	multipliers	multiplier	NOUN
economy-550	314	4	exceed	exceed	VERB
economy-550	314	5	positive	positive	ADJ
economy-550	314	6	multipliers	multiplier	NOUN
economy-550	314	7	during	during	ADP
economy-550	314	8	japanese	japanese	ADJ
economy-550	314	9	deflation	deflation	NOUN
economy-550	314	10	.	.	PUNCT
economy-550	315	1	applied	apply	VERB
economy-550	315	2	economic	economic	ADJ
economy-550	315	3	letters	letter	NOUN
economy-550	315	4	,	,	PUNCT
economy-550	315	5	16(15	16(15	NUM
economy-550	315	6	):	):	PUNCT
economy-550	315	7	1523	1523	NUM
economy-550	315	8	-	-	SYM
economy-550	315	9	1527	1527	NUM
economy-550	315	10	.	.	PUNCT
economy-550	316	1	leightner	leightner	NOUN
economy-550	316	2	,	,	PUNCT
economy-550	316	3	j.e	j.e	PROPN
economy-550	316	4	.	.	PROPN
economy-550	316	5	and	and	CCONJ
economy-550	316	6	i.	i.	PROPN
economy-550	316	7	tomoo	tomoo	PROPN
economy-550	316	8	,	,	PUNCT
economy-550	316	9	2012a	2012a	NUM
economy-550	316	10	.	.	PUNCT
economy-550	317	1	is	be	AUX
economy-550	317	2	china	china	PROPN
economy-550	317	3	replacing	replace	VERB
economy-550	317	4	the	the	DET
economy-550	317	5	usa	usa	PROPN
economy-550	317	6	as	as	ADP
economy-550	317	7	an	an	DET
economy-550	317	8	engine	engine	NOUN
economy-550	317	9	for	for	ADP
economy-550	317	10	global	global	ADJ
economy-550	317	11	growth	growth	NOUN
economy-550	317	12	?	?	PUNCT
economy-550	318	1	international	international	ADJ
economy-550	318	2	economics	economics	PROPN
economy-550	318	3	&	&	CCONJ
economy-550	318	4	finance	finance	PROPN
economy-550	318	5	journal	journal	PROPN
economy-550	318	6	,	,	PUNCT
economy-550	318	7	7(1	7(1	NUM
economy-550	318	8	):	):	PUNCT
economy-550	318	9	55	55	NUM
economy-550	318	10	-	-	SYM
economy-550	318	11	77	77	NUM
economy-550	318	12	.	.	PUNCT
economy-550	319	1	leightner	leightner	PROPN
economy-550	319	2	,	,	PUNCT
economy-550	319	3	j.e	j.e	PROPN
economy-550	319	4	.	.	PROPN
economy-550	319	5	and	and	CCONJ
economy-550	319	6	i.	i.	PROPN
economy-550	319	7	tomoo	tomoo	PROPN
economy-550	319	8	,	,	PUNCT
economy-550	319	9	2012b	2012b	NUM
economy-550	319	10	.	.	PUNCT
economy-550	320	1	solving	solve	VERB
economy-550	320	2	the	the	DET
economy-550	320	3	omitted	omit	VERB
economy-550	320	4	variables	variable	NOUN
economy-550	320	5	problem	problem	NOUN
economy-550	320	6	of	of	ADP
economy-550	320	7	regression	regression	NOUN
economy-550	320	8	analysis	analysis	NOUN
economy-550	320	9	using	use	VERB
economy-550	320	10	the	the	DET
economy-550	320	11	relative	relative	ADJ
economy-550	320	12	vertical	vertical	ADJ
economy-550	320	13	position	position	NOUN
economy-550	320	14	of	of	ADP
economy-550	320	15	observations	observation	NOUN
economy-550	320	16	.	.	PUNCT
economy-550	321	1	advances	advance	NOUN
economy-550	321	2	in	in	ADP
economy-550	321	3	decision	decision	NOUN
economy-550	321	4	sciences	science	NOUN
economy-550	321	5	.	.	PUNCT
economy-550	322	1	available	available	ADJ
economy-550	322	2	from	from	ADP
economy-550	322	3	http://www.hindawi.com/journals/ads/2012/728980/.	http://www.hindawi.com/journals/ads/2012/728980/.	NOUN
economy-550	322	4	mustard	mustard	NOUN
economy-550	322	5	,	,	PUNCT
economy-550	322	6	d.b	d.b	PROPN
economy-550	322	7	.	.	PROPN
economy-550	322	8	,	,	PUNCT
economy-550	322	9	2003	2003	NUM
economy-550	322	10	.	.	PUNCT
economy-550	323	1	reexamining	reexamine	VERB
economy-550	323	2	criminal	criminal	ADJ
economy-550	323	3	behavior	behavior	NOUN
economy-550	323	4	:	:	PUNCT
economy-550	323	5	the	the	DET
economy-550	323	6	importance	importance	NOUN
economy-550	323	7	of	of	ADP
economy-550	323	8	omitted	omit	VERB
economy-550	323	9	variable	variable	ADJ
economy-550	323	10	bias	bias	NOUN
economy-550	323	11	.	.	PUNCT
economy-550	324	1	the	the	DET
economy-550	324	2	review	review	NOUN
economy-550	324	3	of	of	ADP
economy-550	324	4	economics	economic	NOUN
economy-550	324	5	and	and	CCONJ
economy-550	324	6	statistics	statistic	NOUN
economy-550	324	7	,	,	PUNCT
economy-550	324	8	85(1	85(1	NOUN
economy-550	324	9	):	):	PUNCT
economy-550	324	10	205	205	NUM
economy-550	324	11	-	-	SYM
economy-550	324	12	211	211	NUM
economy-550	324	13	.	.	PUNCT
economy-550	325	1	pace	pace	NOUN
economy-550	325	2	,	,	PUNCT
economy-550	325	3	k.r	k.r	PROPN
economy-550	325	4	.	.	PROPN
economy-550	325	5	and	and	CCONJ
economy-550	325	6	l.p	l.p	PROPN
economy-550	325	7	.	.	PROPN
economy-550	325	8	james	james	PROPN
economy-550	325	9	,	,	PUNCT
economy-550	325	10	2010	2010	NUM
economy-550	325	11	.	.	PUNCT
economy-550	326	1	omitted	omit	VERB
economy-550	326	2	variable	variable	ADJ
economy-550	326	3	biases	bias	NOUN
economy-550	326	4	of	of	ADP
economy-550	326	5	ols	ol	NOUN
economy-550	326	6	and	and	CCONJ
economy-550	326	7	spatial	spatial	ADJ
economy-550	326	8	lag	lag	NOUN
economy-550	326	9	models	model	NOUN
economy-550	326	10	.	.	PUNCT
economy-550	327	1	progress	progress	NOUN
economy-550	327	2	in	in	ADP
economy-550	327	3	spatial	spatial	ADJ
economy-550	327	4	analysis	analysis	NOUN
economy-550	327	5	:	:	PUNCT
economy-550	327	6	advances	advance	NOUN
economy-550	327	7	in	in	ADP
economy-550	327	8	spatial	spatial	ADJ
economy-550	327	9	science	science	NOUN
economy-550	327	10	part	part	NOUN
economy-550	327	11	1	1	NUM
economy-550	327	12	:	:	SYM
economy-550	327	13	17	17	NUM
economy-550	327	14	-	-	SYM
economy-550	327	15	28	28	NUM
economy-550	327	16	.	.	PUNCT
economy-550	328	1	available	available	ADJ
economy-550	328	2	from	from	ADP
economy-550	328	3	http://www.springerlink.com/content/p518x94h58261u59/abstract/?target=print	http://www.springerlink.com/content/p518x94h58261u59/abstract/?target=print	NOUN
economy-550	328	4	.	.	PUNCT
economy-550	329	1	doi	doi	NOUN
economy-550	329	2	10.1007/978	10.1007/978	NUM
economy-550	329	3	-	-	SYM
economy-550	329	4	3	3	NUM
economy-550	329	5	-	-	PUNCT
economy-550	329	6	642	642	NUM
economy-550	329	7	-	-	PUNCT
economy-550	329	8	03326	03326	NUM
economy-550	329	9	-	-	SYM
economy-550	329	10	1_2	1_2	NUM
economy-550	329	11	.	.	PUNCT
economy-550	330	1	paterson	paterson	PROPN
economy-550	330	2	,	,	PUNCT
economy-550	330	3	r.w	r.w	PROPN
economy-550	330	4	.	.	PROPN
economy-550	330	5	and	and	CCONJ
economy-550	330	6	b.j	b.j	PROPN
economy-550	330	7	.	.	PROPN
economy-550	330	8	kevin	kevin	PROPN
economy-550	330	9	,	,	PUNCT
economy-550	330	10	2002	2002	NUM
economy-550	330	11	.	.	PUNCT
economy-550	331	1	out	out	ADP
economy-550	331	2	of	of	ADP
economy-550	331	3	sight	sight	NOUN
economy-550	331	4	,	,	PUNCT
economy-550	331	5	out	out	ADP
economy-550	331	6	of	of	ADP
economy-550	331	7	mind	mind	NOUN
economy-550	331	8	?	?	PUNCT
economy-550	332	1	using	use	VERB
economy-550	332	2	gis	gis	NOUN
economy-550	332	3	to	to	PART
economy-550	332	4	incorporate	incorporate	VERB
economy-550	332	5	visibility	visibility	NOUN
economy-550	332	6	in	in	ADP
economy-550	332	7	hedonic	hedonic	ADJ
economy-550	332	8	property	property	NOUN
economy-550	332	9	value	value	NOUN
economy-550	332	10	models	model	NOUN
economy-550	332	11	.	.	PUNCT
economy-550	333	1	land	land	NOUN
economy-550	333	2	economics	economic	NOUN
economy-550	333	3	,	,	PUNCT
economy-550	333	4	78(3	78(3	NUM
economy-550	333	5	):	):	PUNCT
economy-550	333	6	417	417	NUM
economy-550	333	7	-	-	SYM
economy-550	333	8	425	425	NUM
economy-550	333	9	.	.	PUNCT
economy-550	334	1	scheffler	scheffler	PROPN
economy-550	334	2	,	,	PUNCT
economy-550	334	3	r.m	r.m	PROPN
economy-550	334	4	.	.	PROPN
economy-550	334	5	,	,	PUNCT
economy-550	334	6	b.t	b.t	PROPN
economy-550	334	7	.	.	PROPN
economy-550	334	8	timothy	timothy	PROPN
economy-550	334	9	and	and	CCONJ
economy-550	334	10	r.k	r.k	PROPN
economy-550	334	11	.	.	PROPN
economy-550	334	12	jennifer	jennifer	PROPN
economy-550	334	13	,	,	PUNCT
economy-550	334	14	2007	2007	NUM
economy-550	334	15	.	.	PUNCT
economy-550	335	1	the	the	DET
economy-550	335	2	role	role	NOUN
economy-550	335	3	of	of	ADP
economy-550	335	4	social	social	ADJ
economy-550	335	5	capital	capital	NOUN
economy-550	335	6	in	in	ADP
economy-550	335	7	reducing	reduce	VERB
economy-550	335	8	non	non	ADJ
economy-550	335	9	-	-	ADJ
economy-550	335	10	specific	specific	ADJ
economy-550	335	11	psychological	psychological	ADJ
economy-550	335	12	distress	distress	NOUN
economy-550	335	13	:	:	PUNCT
economy-550	335	14	the	the	DET
economy-550	335	15	importance	importance	NOUN
economy-550	335	16	of	of	ADP
economy-550	335	17	controlling	control	VERB
economy-550	335	18	for	for	ADP
economy-550	335	19	omitted	omit	VERB
economy-550	335	20	variable	variable	ADJ
economy-550	335	21	bias	bias	NOUN
economy-550	335	22	.	.	PUNCT
economy-550	336	1	social	social	ADJ
economy-550	336	2	science	science	PROPN
economy-550	336	3	&	&	CCONJ
economy-550	336	4	medicine	medicine	PROPN
economy-550	336	5	,	,	PUNCT
economy-550	336	6	65(4	65(4	PROPN
economy-550	336	7	):	):	PUNCT
economy-550	336	8	842	842	NUM
economy-550	336	9	-	-	SYM
economy-550	336	10	854	854	NUM
economy-550	336	11	.	.	PUNCT
economy-550	337	1	sessions	session	NOUN
economy-550	337	2	,	,	PUNCT
economy-550	337	3	d.n	d.n	PROPN
economy-550	337	4	.	.	PROPN
economy-550	337	5	,	,	PUNCT
economy-550	337	6	lonnie	lonnie	PROPN
economy-550	337	7	and	and	CCONJ
economy-550	337	8	k.	k.	PROPN
economy-550	337	9	stevans	stevans	PROPN
economy-550	337	10	,	,	PUNCT
economy-550	337	11	2006	2006	NUM
economy-550	337	12	.	.	PUNCT
economy-550	338	1	investigating	investigate	VERB
economy-550	338	2	omitted	omit	VERB
economy-550	338	3	variable	variable	ADJ
economy-550	338	4	bias	bias	NOUN
economy-550	338	5	in	in	ADP
economy-550	338	6	regression	regression	NOUN
economy-550	338	7	parameter	parameter	PROPN
economy-550	338	8	estimation	estimation	PROPN
economy-550	338	9	:	:	PUNCT
economy-550	338	10	a	a	DET
economy-550	338	11	genetic	genetic	ADJ
economy-550	338	12	algorithm	algorithm	NOUN
economy-550	338	13	approach	approach	NOUN
economy-550	338	14	.	.	PUNCT
economy-550	339	1	computational	computational	ADJ
economy-550	339	2	statistics	statistic	NOUN
economy-550	339	3	&	&	CCONJ
economy-550	339	4	data	datum	NOUN
economy-550	339	5	analysis	analysis	NOUN
economy-550	339	6	,	,	PUNCT
economy-550	339	7	50(10	50(10	NUM
economy-550	339	8	):	):	PUNCT
economy-550	339	9	2835	2835	NUM
economy-550	339	10	-	-	SYM
economy-550	339	11	2854	2854	NUM
economy-550	339	12	.	.	PUNCT
economy-550	340	1	streams	stream	NOUN
economy-550	340	2	,	,	PUNCT
economy-550	340	3	s.c	s.c	PROPN
economy-550	340	4	.	.	PROPN
economy-550	340	5	and	and	CCONJ
economy-550	340	6	n.c	n.c	PROPN
economy-550	340	7	.	.	PROPN
economy-550	340	8	edward	edward	PROPN
economy-550	340	9	,	,	PUNCT
economy-550	340	10	2004	2004	NUM
economy-550	340	11	.	.	PUNCT
economy-550	341	1	time	time	NOUN
economy-550	341	2	to	to	PART
economy-550	341	3	include	include	VERB
economy-550	341	4	time	time	NOUN
economy-550	341	5	to	to	ADP
economy-550	341	6	death	death	NOUN
economy-550	341	7	?	?	PUNCT
economy-550	342	1	the	the	DET
economy-550	342	2	future	future	NOUN
economy-550	342	3	of	of	ADP
economy-550	342	4	health	health	NOUN
economy-550	342	5	care	care	NOUN
economy-550	342	6	expenditure	expenditure	NOUN
economy-550	342	7	predictions	prediction	NOUN
economy-550	342	8	.	.	PUNCT
economy-550	343	1	health	health	NOUN
economy-550	343	2	economics	economic	NOUN
economy-550	343	3	,	,	PUNCT
economy-550	343	4	13(4	13(4	NUM
economy-550	343	5	):	):	PUNCT
economy-550	343	6	315	315	NUM
economy-550	343	7	-	-	SYM
economy-550	343	8	327	327	NUM
economy-550	343	9	.	.	PUNCT
economy-550	344	1	swamy	swamy	PROPN
economy-550	344	2	,	,	PUNCT
economy-550	344	3	p.a.v.b	p.a.v.b	PROPN
economy-550	344	4	.	.	PROPN
economy-550	344	5	,	,	PUNCT
economy-550	344	6	i.-l	i.-l	PROPN
economy-550	344	7	.	.	PUNCT
economy-550	345	1	chang	chang	PROPN
economy-550	345	2	,	,	PUNCT
economy-550	345	3	m.	m.	NOUN
economy-550	345	4	jatinder	jatinder	PROPN
economy-550	345	5	,	,	PUNCT
economy-550	345	6	s.	s.	PROPN
economy-550	345	7	and	and	CCONJ
economy-550	345	8	t.s	t.s	PROPN
economy-550	345	9	.	.	PROPN
economy-550	345	10	george	george	PROPN
economy-550	345	11	,	,	PUNCT
economy-550	345	12	2003	2003	NUM
economy-550	345	13	.	.	PUNCT
economy-550	346	1	correcting	correct	VERB
economy-550	346	2	for	for	ADP
economy-550	346	3	omitted	omit	VERB
economy-550	346	4	-	-	PUNCT
economy-550	346	5	variable	variable	ADJ
economy-550	346	6	and	and	CCONJ
economy-550	346	7	measurement	measurement	NOUN
economy-550	346	8	-	-	PUNCT
economy-550	346	9	error	error	NOUN
economy-550	346	10	bias	bias	NOUN
economy-550	346	11	in	in	ADP
economy-550	346	12	autoregressive	autoregressive	ADJ
economy-550	346	13	model	model	NOUN
economy-550	346	14	estimation	estimation	NOUN
economy-550	346	15	with	with	ADP
economy-550	346	16	panel	panel	NOUN
economy-550	346	17	data	datum	NOUN
economy-550	346	18	.	.	PUNCT
economy-550	347	1	computational	computational	ADJ
economy-550	347	2	economics	economic	NOUN
economy-550	347	3	,	,	PUNCT
economy-550	347	4	22(2	22(2	NUM
economy-550	347	5	):	):	PUNCT
economy-550	347	6	225	225	NUM
economy-550	347	7	-	-	SYM
economy-550	347	8	253	253	NUM
economy-550	347	9	.	.	PUNCT
economy-550	348	1	views	view	NOUN
economy-550	348	2	and	and	CCONJ
economy-550	348	3	opinions	opinion	NOUN
economy-550	348	4	expressed	express	VERB
economy-550	348	5	in	in	ADP
economy-550	348	6	this	this	DET
economy-550	348	7	article	article	NOUN
economy-550	348	8	are	be	AUX
economy-550	348	9	the	the	DET
economy-550	348	10	views	view	NOUN
economy-550	348	11	and	and	CCONJ
economy-550	348	12	opinions	opinion	NOUN
economy-550	348	13	of	of	ADP
economy-550	348	14	the	the	DET
economy-550	348	15	authors	author	NOUN
economy-550	348	16	,	,	PUNCT
economy-550	348	17	economy	economy	NOUN
economy-550	348	18	shall	shall	AUX
economy-550	348	19	not	not	PART
economy-550	348	20	be	be	AUX
economy-550	348	21	responsible	responsible	ADJ
economy-550	348	22	or	or	CCONJ
economy-550	348	23	answerable	answerable	ADJ
economy-550	348	24	for	for	ADP
economy-550	348	25	any	any	DET
economy-550	348	26	loss	loss	NOUN
economy-550	348	27	,	,	PUNCT
economy-550	348	28	damage	damage	NOUN
economy-550	348	29	or	or	CCONJ
economy-550	348	30	liability	liability	NOUN
economy-550	348	31	etc	etc	X
economy-550	348	32	.	.	X
economy-550	349	1	caused	cause	VERB
economy-550	349	2	in	in	ADP
economy-550	349	3	relation	relation	NOUN
economy-550	349	4	to	to	PART
economy-550	349	5	/	/	PUNCT
economy-550	349	6	arising	arise	VERB
economy-550	349	7	out	out	ADP
economy-550	349	8	of	of	ADP
economy-550	349	9	the	the	DET
economy-550	349	10	use	use	NOUN
economy-550	349	11	of	of	ADP
economy-550	349	12	the	the	DET
economy-550	349	13	content	content	NOUN
economy-550	349	14	.	.	PUNCT
economy-550	350	1	http://www.mdpi.com/2227-7099/1/3/49	http://www.mdpi.com/2227-7099/1/3/49	PROPN
economy-550	350	2	http://www.mdpi.com/2227-7099/1/3/49	http://www.mdpi.com/2227-7099/1/3/49	PROPN
economy-550	350	3	http://www.hindawi.com/journals/ads/2012/728980/	http://www.hindawi.com/journals/ads/2012/728980/	NUM
economy-550	350	4	http://www.springerlink.com/content/p518x94h58261u59/abstract/?target=print	http://www.springerlink.com/content/p518x94h58261u59/abstract/?target=print	NOUN