id	sid	tid	token	lemma	pos
ajfa-2977	1	1	microsoft	microsoft	PROPN
ajfa-2977	1	2	word	word	NOUN
ajfa-2977	1	3	2977	2977	NUM
ajfa-2977	1	4	-	-	SYM
ajfa-2977	1	5	11443	11443	NUM
ajfa-2977	1	6	-	-	PUNCT
ajfa-2977	1	7	1	1	NUM
ajfa-2977	1	8	-	-	PUNCT
ajfa-2977	1	9	rv	rv	NOUN
ajfa-2977	1	10	-	-	PUNCT
ajfa-2977	1	11	writer2	writer2	VERB
ajfa-2977	1	12	-	-	ADJ
ajfa-2977	1	13	new	new	ADJ
ajfa-2977	1	14	co	co	X
ajfa-2977	1	15	de	de	X
ajfa-2977	1	16	receive	receive	VERB
ajfa-2977	1	17	doi:10.5	doi:10.5	NOUN
ajfa-2977	1	18	abstra	abstra	ADJ
ajfa-2977	1	19	experim	experim	NOUN
ajfa-2977	1	20	expecta	expecta	VERB
ajfa-2977	1	21	the	the	DET
ajfa-2977	1	22	ban	ban	NOUN
ajfa-2977	1	23	likeliho	likeliho	PROPN
ajfa-2977	1	24	logit	logit	PROPN
ajfa-2977	1	25	,	,	PUNCT
ajfa-2977	1	26	p	p	NOUN
ajfa-2977	1	27	all	all	DET
ajfa-2977	1	28	man	man	NOUN
ajfa-2977	1	29	the	the	DET
ajfa-2977	1	30	res	re	NOUN
ajfa-2977	1	31	has	have	VERB
ajfa-2977	1	32	bee	bee	PROPN
ajfa-2977	1	33	accurac	accurac	NOUN
ajfa-2977	1	34	firms	firm	NOUN
ajfa-2977	1	35	w	w	PROPN
ajfa-2977	1	36	keywo	keywo	ADJ
ajfa-2977	1	37	omparin	omparin	NOUN
ajfa-2977	1	38	analy	analy	PART
ajfa-2977	1	39	depar	depar	VERB
ajfa-2977	1	40	tel	tel	ADP
ajfa-2977	1	41	epartment	epartment	ADJ
ajfa-2977	1	42	o	o	NOUN
ajfa-2977	1	43	te	te	ADP
ajfa-2977	1	44	ed	ed	NOUN
ajfa-2977	1	45	:	:	PUNCT
ajfa-2977	1	46	decemb	decemb	NOUN
ajfa-2977	1	47	5296	5296	NUM
ajfa-2977	1	48	/	/	SYM
ajfa-2977	1	49	ajfa.v5	ajfa.v5	PROPN
ajfa-2977	1	50	ct	ct	PROPN
ajfa-2977	1	51	mental	mental	ADJ
ajfa-2977	1	52	stud	stud	NOUN
ajfa-2977	1	53	ations	ation	NOUN
ajfa-2977	1	54	in	in	ADP
ajfa-2977	1	55	cap	cap	NOUN
ajfa-2977	1	56	nkruptcy	nkruptcy	NOUN
ajfa-2977	1	57	of	of	ADP
ajfa-2977	1	58	ood	ood	PROPN
ajfa-2977	1	59	of	of	ADP
ajfa-2977	1	60	manu	manu	PROPN
ajfa-2977	1	61	probit	probit	NOUN
ajfa-2977	1	62	,	,	PUNCT
ajfa-2977	1	63	and	and	CCONJ
ajfa-2977	1	64	nufacturing	nufacture	VERB
ajfa-2977	1	65	f	f	PROPN
ajfa-2977	1	66	sults	sult	NOUN
ajfa-2977	1	67	showed	show	VERB
ajfa-2977	1	68	en81	en81	PROPN
ajfa-2977	1	69	,	,	PUNCT
ajfa-2977	1	70	80	80	NUM
ajfa-2977	1	71	,	,	PUNCT
ajfa-2977	1	72	an	an	DET
ajfa-2977	1	73	cy	cy	PROPN
ajfa-2977	1	74	of	of	ADP
ajfa-2977	1	75	logit	logit	PROPN
ajfa-2977	1	76	with	with	ADP
ajfa-2977	1	77	high	high	PROPN
ajfa-2977	1	78	acc	acc	PROPN
ajfa-2977	1	79	rds	rds	PROPN
ajfa-2977	1	80	:	:	PUNCT
ajfa-2977	1	81	bankru	bankru	PROPN
ajfa-2977	1	82	ng	ng	PROPN
ajfa-2977	1	83	log	log	VERB
ajfa-2977	1	84	ysis	ysis	PROPN
ajfa-2977	1	85	mo	mo	PROPN
ajfa-2977	1	86	rtment	rtment	PROPN
ajfa-2977	1	87	of	of	ADP
ajfa-2977	1	88	bu	bu	PROPN
ajfa-2977	1	89	is	be	AUX
ajfa-2977	1	90	l	l	NOUN
ajfa-2977	1	91	:	:	PUNCT
ajfa-2977	1	92	98	98	NUM
ajfa-2977	1	93	-	-	SYM
ajfa-2977	1	94	912	912	NUM
ajfa-2977	1	95	-	-	SYM
ajfa-2977	1	96	2	2	NUM
ajfa-2977	1	97	ma	ma	NOUN
ajfa-2977	1	98	of	of	ADP
ajfa-2977	1	99	accountin	accountin	PROPN
ajfa-2977	1	100	si	si	PROPN
ajfa-2977	1	101	el	el	PROPN
ajfa-2977	1	102	:	:	PUNCT
ajfa-2977	1	103	98	98	NUM
ajfa-2977	1	104	-	-	SYM
ajfa-2977	1	105	916	916	NUM
ajfa-2977	1	106	-	-	SYM
ajfa-2977	1	107	6	6	NUM
ajfa-2977	1	108	ber	ber	NOUN
ajfa-2977	1	109	31	31	NUM
ajfa-2977	1	110	,	,	PUNCT
ajfa-2977	1	111	2012	2012	NUM
ajfa-2977	1	112	5i1.2977	5i1.2977	NOUN
ajfa-2977	1	113	dies	die	VERB
ajfa-2977	1	114	across	across	ADP
ajfa-2977	1	115	pital	pital	ADJ
ajfa-2977	1	116	market	market	NOUN
ajfa-2977	1	117	the	the	DET
ajfa-2977	1	118	compan	compan	NOUN
ajfa-2977	1	119	ufacturing	ufacture	VERB
ajfa-2977	1	120	f	f	PROPN
ajfa-2977	1	121	multiple	multiple	ADJ
ajfa-2977	1	122	-	-	PUNCT
ajfa-2977	1	123	di	di	NOUN
ajfa-2977	1	124	firms	firm	NOUN
ajfa-2977	1	125	listed	list	VERB
ajfa-2977	1	126	d	d	ADP
ajfa-2977	1	127	that	that	SCONJ
ajfa-2977	1	128	the	the	DET
ajfa-2977	1	129	p	p	X
ajfa-2977	1	130	nd	nd	PRON
ajfa-2977	1	131	%	%	NOUN
ajfa-2977	1	132	70	70	NUM
ajfa-2977	1	133	res	re	NOUN
ajfa-2977	1	134	model	model	NOUN
ajfa-2977	1	135	and	and	CCONJ
ajfa-2977	1	136	curacy	curacy	NOUN
ajfa-2977	1	137	in	in	ADP
ajfa-2977	1	138	th	th	X
ajfa-2977	1	139	uptcy	uptcy	NOUN
ajfa-2977	1	140	,	,	PUNCT
ajfa-2977	1	141	logi	logi	NOUN
ajfa-2977	1	142	git	git	NOUN
ajfa-2977	1	143	,	,	PUNCT
ajfa-2977	1	144	prob	prob	NOUN
ajfa-2977	1	145	odels	odel	NOUN
ajfa-2977	1	146	in	in	ADP
ajfa-2977	1	147	co	co	PROPN
ajfa-2977	1	148	khalili	khalili	PROPN
ajfa-2977	1	149	usiness	usiness	PROPN
ajfa-2977	1	150	man	man	PROPN
ajfa-2977	1	151	lamic	lamic	PROPN
ajfa-2977	1	152	azad	azad	PROPN
ajfa-2977	1	153	217	217	NUM
ajfa-2977	1	154	-	-	SYM
ajfa-2977	1	155	2635	2635	NUM
ajfa-2977	1	156	akvandi	akvandi	NOUN
ajfa-2977	1	157	,	,	PUNCT
ajfa-2977	1	158	sar	sar	PROPN
ajfa-2977	1	159	ng	ng	PROPN
ajfa-2977	1	160	,	,	PUNCT
ajfa-2977	1	161	science	science	NOUN
ajfa-2977	1	162	istan	istan	PROPN
ajfa-2977	1	163	and	and	CCONJ
ajfa-2977	1	164	ba	ba	PROPN
ajfa-2977	1	165	621	621	NUM
ajfa-2977	1	166	-	-	SYM
ajfa-2977	1	167	6032	6032	NUM
ajfa-2977	1	168	2	2	NUM
ajfa-2977	1	169	accept	accept	VERB
ajfa-2977	1	170	url	url	NOUN
ajfa-2977	1	171	:	:	PUNCT
ajfa-2977	1	172	http	http	NOUN
ajfa-2977	1	173	the	the	DET
ajfa-2977	1	174	world	world	NOUN
ajfa-2977	1	175	t	t	PROPN
ajfa-2977	1	176	is	be	AUX
ajfa-2977	1	177	their	their	PRON
ajfa-2977	1	178	abi	abi	PROPN
ajfa-2977	1	179	nies	ny	NOUN
ajfa-2977	1	180	.	.	PUNCT
ajfa-2977	2	1	for	for	ADP
ajfa-2977	2	2	thi	thi	VERB
ajfa-2977	2	3	firms	firm	NOUN
ajfa-2977	2	4	and	and	CCONJ
ajfa-2977	2	5	c	c	X
ajfa-2977	2	6	iscriminant	iscriminant	ADJ
ajfa-2977	2	7	in	in	ADP
ajfa-2977	2	8	stock	stock	NOUN
ajfa-2977	2	9	ex	ex	X
ajfa-2977	2	10	redictability	redictability	NOUN
ajfa-2977	2	11	spectively	spectively	ADV
ajfa-2977	2	12	.	.	PUNCT
ajfa-2977	3	1	t	t	PROPN
ajfa-2977	3	2	also	also	ADV
ajfa-2977	3	3	multip	multip	VERB
ajfa-2977	3	4	he	he	PRON
ajfa-2977	3	5	level	level	VERB
ajfa-2977	3	6	logi	logi	NOUN
ajfa-2977	3	7	it	it	PRON
ajfa-2977	3	8	model	model	NOUN
ajfa-2977	3	9	,	,	PUNCT
ajfa-2977	3	10	pr	pr	VERB
ajfa-2977	3	11	48	48	NUM
ajfa-2977	3	12	bit	bit	NOUN
ajfa-2977	3	13	and	and	CCONJ
ajfa-2977	3	14	n	n	PRON
ajfa-2977	3	15	predic	predic	NOUN
ajfa-2977	3	16	ompani	ompani	PROPN
ajfa-2977	4	1	i	i	PRON
ajfa-2977	4	2	araghi	araghi	PROPN
ajfa-2977	4	3	,	,	PUNCT
ajfa-2977	4	4	m	m	NOUN
ajfa-2977	4	5	nagement	nagement	NOUN
ajfa-2977	4	6	,	,	PUNCT
ajfa-2977	4	7	s	s	PROPN
ajfa-2977	4	8	d	d	PROPN
ajfa-2977	4	9	university	university	PROPN
ajfa-2977	4	10	e	e	NOUN
ajfa-2977	4	11	-	-	NOUN
ajfa-2977	4	12	mail	mail	NOUN
ajfa-2977	4	13	:	:	PUNCT
ajfa-2977	5	1	m	m	AUX
ajfa-2977	5	2	ra	ra	PROPN
ajfa-2977	5	3	(	(	PUNCT
ajfa-2977	5	4	corresp	corresp	NOUN
ajfa-2977	5	5	e	e	PROPN
ajfa-2977	5	6	and	and	CCONJ
ajfa-2977	5	7	resear	resear	PROPN
ajfa-2977	5	8	aluchestan	aluchestan	PROPN
ajfa-2977	5	9	,	,	PUNCT
ajfa-2977	5	10	e	e	NOUN
ajfa-2977	5	11	-	-	NOUN
ajfa-2977	5	12	mail	mail	NOUN
ajfa-2977	5	13	:	:	PUNCT
ajfa-2977	5	14	sa	sa	PROPN
ajfa-2977	5	15	ted	ted	PROPN
ajfa-2977	5	16	:	:	PUNCT
ajfa-2977	5	17	january	january	PROPN
ajfa-2977	5	18	p://dx.doi.or	p://dx.doi.or	X
ajfa-2977	6	1	d	d	NOUN
ajfa-2977	6	2	show	show	VERB
ajfa-2977	6	3	tha	tha	NOUN
ajfa-2977	6	4	ility	ility	NOUN
ajfa-2977	6	5	in	in	ADP
ajfa-2977	6	6	pred	pred	PROPN
ajfa-2977	6	7	is	be	AUX
ajfa-2977	6	8	purpose	purpose	NOUN
ajfa-2977	6	9	,	,	PUNCT
ajfa-2977	6	10	comparing	compare	VERB
ajfa-2977	6	11	t	t	NOUN
ajfa-2977	6	12	analysis	analysis	NOUN
ajfa-2977	6	13	.	.	PUNCT
ajfa-2977	7	1	st	st	PROPN
ajfa-2977	7	2	xchange	xchange	PROPN
ajfa-2977	7	3	of	of	ADP
ajfa-2977	7	4	y	y	PROPN
ajfa-2977	7	5	of	of	ADP
ajfa-2977	7	6	logit	logit	PROPN
ajfa-2977	7	7	,	,	PUNCT
ajfa-2977	7	8	the	the	DET
ajfa-2977	7	9	results	result	NOUN
ajfa-2977	7	10	ple	ple	PROPN
ajfa-2977	7	11	discrim	discrim	VERB
ajfa-2977	7	12	it	it	PRON
ajfa-2977	7	13	model	model	NOUN
ajfa-2977	7	14	.	.	PUNCT
ajfa-2977	8	1	robit	robit	NOUN
ajfa-2977	8	2	model	model	PROPN
ajfa-2977	8	3	,	,	PUNCT
ajfa-2977	8	4	asian	asian	ADJ
ajfa-2977	8	5	multip	multip	NOUN
ajfa-2977	8	6	cting	cte	VERB
ajfa-2977	8	7	b	b	PROPN
ajfa-2977	8	8	ies	ies	PROPN
ajfa-2977	8	9	maryam	maryam	PROPN
ajfa-2977	8	10	science	science	PROPN
ajfa-2977	8	11	and	and	CCONJ
ajfa-2977	8	12	y	y	PROPN
ajfa-2977	8	13	,	,	PUNCT
ajfa-2977	8	14	tehran	tehran	PROPN
ajfa-2977	8	15	,	,	PUNCT
ajfa-2977	8	16	ir	ir	PROPN
ajfa-2977	8	17	m.khaliliarag	m.khaliliarag	NOUN
ajfa-2977	8	18	onding	onde	VERB
ajfa-2977	8	19	auth	auth	PROPN
ajfa-2977	8	20	rch	rch	PROPN
ajfa-2977	8	21	branch	branch	PROPN
ajfa-2977	8	22	,	,	PUNCT
ajfa-2977	8	23	zahedan	zahedan	PROPN
ajfa-2977	8	24	,	,	PUNCT
ajfa-2977	8	25	ir	ir	PROPN
ajfa-2977	8	26	aramakvand	aramakvand	NOUN
ajfa-2977	8	27	y	y	PROPN
ajfa-2977	8	28	16	16	NUM
ajfa-2977	8	29	,	,	PUNCT
ajfa-2977	8	30	2013	2013	NUM
ajfa-2977	8	31	rg/10.5296	rg/10.5296	NOUN
ajfa-2977	8	32	/	/	SYM
ajfa-2977	8	33	a	a	PRON
ajfa-2977	8	34	at	at	ADP
ajfa-2977	8	35	one	one	NUM
ajfa-2977	8	36	of	of	ADP
ajfa-2977	8	37	i	i	PRON
ajfa-2977	8	38	dicting	dicte	VERB
ajfa-2977	8	39	the	the	DET
ajfa-2977	8	40	s	s	NOUN
ajfa-2977	8	41	this	this	DET
ajfa-2977	8	42	study	study	NOUN
ajfa-2977	8	43	the	the	DET
ajfa-2977	8	44	predicta	predicta	NOUN
ajfa-2977	8	45	tatistical	tatistical	PROPN
ajfa-2977	8	46	po	po	PROPN
ajfa-2977	8	47	tehran	tehran	PROPN
ajfa-2977	8	48	sinc	sinc	PROPN
ajfa-2977	8	49	probit	probit	PROPN
ajfa-2977	8	50	,	,	PUNCT
ajfa-2977	8	51	and	and	CCONJ
ajfa-2977	8	52	also	also	ADV
ajfa-2977	8	53	showe	showe	PROPN
ajfa-2977	8	54	minant	minant	PROPN
ajfa-2977	8	55	analy	analy	NOUN
ajfa-2977	8	56	,	,	PUNCT
ajfa-2977	8	57	multiple	multiple	ADJ
ajfa-2977	8	58	-	-	PUNCT
ajfa-2977	8	59	d	d	NOUN
ajfa-2977	8	60	n	n	NUM
ajfa-2977	8	61	journal	journal	NOUN
ajfa-2977	8	62	of	of	ADP
ajfa-2977	8	63	f	f	PROPN
ajfa-2977	8	64	ple	ple	PROPN
ajfa-2977	8	65	disc	disc	VERB
ajfa-2977	8	66	ankrup	ankrup	NOUN
ajfa-2977	8	67	d	d	NOUN
ajfa-2977	8	68	research	research	NOUN
ajfa-2977	8	69	b	b	PROPN
ajfa-2977	8	70	ran	run	VERB
ajfa-2977	8	71	ghi@gmail.c	ghi@gmail.c	PROPN
ajfa-2977	8	72	hor	hor	PROPN
ajfa-2977	8	73	)	)	PUNCT
ajfa-2977	8	74	,	,	PUNCT
ajfa-2977	8	75	islamic	islamic	PROPN
ajfa-2977	8	76	az	az	PROPN
ajfa-2977	8	77	ran	run	VERB
ajfa-2977	8	78	di@ymail.co	di@ymail.co	ADV
ajfa-2977	8	79	publish	publish	VERB
ajfa-2977	8	80	ajfa.v5i1.29	ajfa.v5i1.29	NOUN
ajfa-2977	8	81	investors	investor	NOUN
ajfa-2977	8	82	an	an	DET
ajfa-2977	8	83	tatus	tatus	NOUN
ajfa-2977	8	84	of	of	ADP
ajfa-2977	8	85	acti	acti	PROPN
ajfa-2977	8	86	tries	try	NOUN
ajfa-2977	8	87	to	to	PART
ajfa-2977	8	88	pred	pre	VERB
ajfa-2977	8	89	ability	ability	NOUN
ajfa-2977	8	90	powe	powe	NOUN
ajfa-2977	8	91	opulation	opulation	NOUN
ajfa-2977	8	92	of	of	ADP
ajfa-2977	8	93	ce	ce	PROPN
ajfa-2977	8	94	2000	2000	NUM
ajfa-2977	8	95	-	-	SYM
ajfa-2977	8	96	20	20	NUM
ajfa-2977	8	97	multiple	multiple	ADJ
ajfa-2977	8	98	-	-	PUNCT
ajfa-2977	8	99	d	d	NOUN
ajfa-2977	8	100	ed	ed	NOUN
ajfa-2977	8	101	the	the	DET
ajfa-2977	8	102	highe	highe	PROPN
ajfa-2977	8	103	ysis	ysis	PROPN
ajfa-2977	8	104	method	method	PROPN
ajfa-2977	8	105	discriminant	discriminant	PROPN
ajfa-2977	8	106	finance	finance	PROPN
ajfa-2977	8	107	&	&	CCONJ
ajfa-2977	8	108	ac	ac	PROPN
ajfa-2977	8	109	issn	issn	PROPN
ajfa-2977	8	110	19	19	NUM
ajfa-2977	8	111	2013	2013	NUM
ajfa-2977	8	112	,	,	PUNCT
ajfa-2977	8	113	vol	vol	NOUN
ajfa-2977	8	114	.	.	PUNCT
ajfa-2977	8	115	www.macrothi	www.macrothi	X
ajfa-2977	9	1	crimina	crimina	PROPN
ajfa-2977	9	2	ptcy	ptcy	NOUN
ajfa-2977	9	3	of	of	ADP
ajfa-2977	9	4	branch	branch	NOUN
ajfa-2977	9	5	com	com	NOUN
ajfa-2977	9	6	zad	zad	PROPN
ajfa-2977	9	7	univers	univer	NOUN
ajfa-2977	9	8	om	om	PROPN
ajfa-2977	9	9	he	he	PRON
ajfa-2977	9	10	d	d	PROPN
ajfa-2977	9	11	:	:	PUNCT
ajfa-2977	9	12	june	june	PROPN
ajfa-2977	9	13	1	1	NUM
ajfa-2977	9	14	,	,	PUNCT
ajfa-2977	9	15	977	977	NUM
ajfa-2977	9	16	nd	nd	ADV
ajfa-2977	9	17	other	other	ADJ
ajfa-2977	9	18	a	a	DET
ajfa-2977	9	19	ivity	ivity	NOUN
ajfa-2977	9	20	consis	consis	NOUN
ajfa-2977	9	21	dict	dict	NOUN
ajfa-2977	9	22	the	the	DET
ajfa-2977	9	23	ban	ban	NOUN
ajfa-2977	9	24	er	er	INTJ
ajfa-2977	9	25	of	of	ADP
ajfa-2977	9	26	3	3	NUM
ajfa-2977	9	27	met	meet	VERB
ajfa-2977	9	28	f	f	PROPN
ajfa-2977	9	29	the	the	DET
ajfa-2977	9	30	study	study	NOUN
ajfa-2977	9	31	i	i	PRON
ajfa-2977	9	32	10	10	NUM
ajfa-2977	9	33	.	.	PUNCT
ajfa-2977	10	1	discriminant	discriminant	NOUN
ajfa-2977	10	2	er	er	INTJ
ajfa-2977	10	3	predictab	predictab	NOUN
ajfa-2977	10	4	ds	ds	PROPN
ajfa-2977	10	5	identify	identify	VERB
ajfa-2977	10	6	b	b	PROPN
ajfa-2977	10	7	t	t	PROPN
ajfa-2977	10	8	model	model	NOUN
ajfa-2977	10	9	ccounting	ccounte	VERB
ajfa-2977	10	10	946	946	NUM
ajfa-2977	10	11	-	-	PUNCT
ajfa-2977	10	12	052x	052x	NOUN
ajfa-2977	10	13	5	5	NUM
ajfa-2977	10	14	,	,	PUNCT
ajfa-2977	10	15	no	no	INTJ
ajfa-2977	10	16	.	.	NOUN
ajfa-2977	10	17	1	1	NUM
ajfa-2977	10	18	ink.org/ajfa	ink.org/ajfa	NOUN
ajfa-2977	10	19	ant	ant	ADJ
ajfa-2977	10	20	sity	sity	NOUN
ajfa-2977	10	21	2013	2013	NUM
ajfa-2977	10	22	activists	activist	NOUN
ajfa-2977	10	23	’	'	PUNCT
ajfa-2977	10	24	stency	stency	NOUN
ajfa-2977	10	25	or	or	CCONJ
ajfa-2977	10	26	nkruptcy	nkruptcy	NOUN
ajfa-2977	10	27	thods	thod	NOUN
ajfa-2977	10	28	of	of	ADP
ajfa-2977	10	29	included	include	VERB
ajfa-2977	10	30	t	t	PROPN
ajfa-2977	10	31	models	model	NOUN
ajfa-2977	10	32	ility	ility	NOUN
ajfa-2977	10	33	and	and	CCONJ
ajfa-2977	10	34	bankrupt	bankrupt	ADJ
ajfa-2977	10	35	1	1	NUM
ajfa-2977	10	36	.	.	PUNCT
ajfa-2977	10	37	intro	intro	VERB
ajfa-2977	10	38	predicti	predicti	NOUN
ajfa-2977	10	39	3	3	NUM
ajfa-2977	10	40	decad	decad	VERB
ajfa-2977	10	41	its	its	PRON
ajfa-2977	10	42	cons	con	NOUN
ajfa-2977	11	1	very	very	ADV
ajfa-2977	11	2	i	i	PRON
ajfa-2977	11	3	m	m	VERB
ajfa-2977	11	4	compan	compan	NOUN
ajfa-2977	11	5	(	(	PUNCT
ajfa-2977	11	6	tonatiu	tonatiu	NOUN
ajfa-2977	11	7	unrelia	unrelia	NOUN
ajfa-2977	11	8	that	that	PRON
ajfa-2977	11	9	ma	ma	PROPN
ajfa-2977	11	10	in	in	ADP
ajfa-2977	11	11	the	the	DET
ajfa-2977	11	12	s	s	NOUN
ajfa-2977	11	13	patterns	pattern	NOUN
ajfa-2977	11	14	assuran	assuran	VERB
ajfa-2977	11	15	many	many	ADJ
ajfa-2977	11	16	fi	fi	NOUN
ajfa-2977	11	17	1	1	NUM
ajfa-2977	11	18	.	.	PUNCT
ajfa-2977	11	19	they	they	PRON
ajfa-2977	11	20	2	2	X
ajfa-2977	11	21	.	.	PUNCT
ajfa-2977	11	22	con	con	PROPN
ajfa-2977	11	23	physica	physica	PROPN
ajfa-2977	11	24	3	3	NUM
ajfa-2977	11	25	.	.	PUNCT
ajfa-2977	12	1	a	a	DET
ajfa-2977	12	2	pa	pa	NOUN
ajfa-2977	12	3	which	which	PRON
ajfa-2977	12	4	a	a	DET
ajfa-2977	12	5	regardi	regardi	ADJ
ajfa-2977	12	6	debt	debt	NOUN
ajfa-2977	12	7	.	.	PUNCT
ajfa-2977	13	1	the	the	DET
ajfa-2977	13	2	com	com	NOUN
ajfa-2977	13	3	causes	cause	VERB
ajfa-2977	13	4	value	value	NOUN
ajfa-2977	13	5	de	de	X
ajfa-2977	13	6	reduces	reduce	VERB
ajfa-2977	13	7	therefo	therefo	ADJ
ajfa-2977	13	8	bankrup	bankrup	NOUN
ajfa-2977	13	9	commo	commo	NOUN
ajfa-2977	13	10	standard	standard	ADJ
ajfa-2977	13	11	variable	variable	ADJ
ajfa-2977	13	12	stateme	stateme	NOUN
ajfa-2977	13	13	2	2	NUM
ajfa-2977	13	14	.	.	PUNCT
ajfa-2977	14	1	rese	rese	PROPN
ajfa-2977	14	2	bankrup	bankrup	NOUN
ajfa-2977	14	3	of	of	ADP
ajfa-2977	14	4	the	the	DET
ajfa-2977	14	5	c	c	PROPN
ajfa-2977	14	6	bankrup	bankrup	NOUN
ajfa-2977	14	7	others	other	NOUN
ajfa-2977	14	8	,	,	PUNCT
ajfa-2977	14	9	predict	predict	VERB
ajfa-2977	14	10	reduce	reduce	VERB
ajfa-2977	14	11	estimate	estimate	NOUN
ajfa-2977	14	12	oduction	oduction	NOUN
ajfa-2977	14	13	ing	ing	PROPN
ajfa-2977	14	14	bankrup	bankrup	PROPN
ajfa-2977	14	15	des	des	PROPN
ajfa-2977	14	16	(	(	PUNCT
ajfa-2977	14	17	ching	ching	PROPN
ajfa-2977	14	18	–	–	PUNCT
ajfa-2977	14	19	sequences	sequence	VERB
ajfa-2977	14	20	a	a	DET
ajfa-2977	14	21	mportant	mportant	NOUN
ajfa-2977	14	22	for	for	ADP
ajfa-2977	14	23	ny	ny	PROPN
ajfa-2977	14	24	leads	lead	NOUN
ajfa-2977	14	25	spr	spr	INTJ
ajfa-2977	15	1	uh	uh	INTJ
ajfa-2977	15	2	pena	pena	PROPN
ajfa-2977	15	3	et	et	NOUN
ajfa-2977	15	4	a	a	DET
ajfa-2977	15	5	ability	ability	NOUN
ajfa-2977	15	6	from	from	ADP
ajfa-2977	15	7	ay	ay	NOUN
ajfa-2977	15	8	discourag	discourag	NOUN
ajfa-2977	15	9	same	same	ADJ
ajfa-2977	15	10	year	year	NOUN
ajfa-2977	15	11	,	,	PUNCT
ajfa-2977	15	12	s	s	VERB
ajfa-2977	15	13	for	for	ADP
ajfa-2977	15	14	foreca	foreca	NOUN
ajfa-2977	15	15	nce	nce	NOUN
ajfa-2977	15	16	to	to	PART
ajfa-2977	15	17	invest	invest	VERB
ajfa-2977	15	18	firms	firm	NOUN
ajfa-2977	15	19	get	get	VERB
ajfa-2977	15	20	ban	ban	ADJ
ajfa-2977	15	21	y	y	NOUN
ajfa-2977	15	22	have	have	VERB
ajfa-2977	15	23	to	to	PART
ajfa-2977	15	24	sel	sel	PROPN
ajfa-2977	15	25	flicts	flict	NOUN
ajfa-2977	15	26	amon	amon	PROPN
ajfa-2977	15	27	al	al	PROPN
ajfa-2977	15	28	damage	damage	VERB
ajfa-2977	15	29	an	an	DET
ajfa-2977	15	30	art	art	NOUN
ajfa-2977	15	31	of	of	ADP
ajfa-2977	15	32	compa	compa	NOUN
ajfa-2977	15	33	are	be	AUX
ajfa-2977	15	34	not	not	PART
ajfa-2977	15	35	as	as	SCONJ
ajfa-2977	15	36	i	i	PRON
ajfa-2977	15	37	m	m	AUX
ajfa-2977	15	38	ing	e	VERB
ajfa-2977	15	39	these	these	PRON
ajfa-2977	15	40	ca	can	AUX
ajfa-2977	15	41	mpanies	mpanie	VERB
ajfa-2977	15	42	lac	lac	PROPN
ajfa-2977	15	43	increase	increase	NOUN
ajfa-2977	15	44	in	in	AUX
ajfa-2977	15	45	ecrease	ecrease	VERB
ajfa-2977	15	46	enh	enh	PROPN
ajfa-2977	15	47	s	s	PROPN
ajfa-2977	15	48	the	the	DET
ajfa-2977	15	49	current	current	ADJ
ajfa-2977	15	50	ore	ore	NOUN
ajfa-2977	15	51	it	it	PRON
ajfa-2977	15	52	seem	seem	VERB
ajfa-2977	15	53	ptcy	ptcy	NOUN
ajfa-2977	15	54	of	of	ADP
ajfa-2977	15	55	co	co	INTJ
ajfa-2977	15	56	on	on	ADP
ajfa-2977	15	57	techniqu	techniqu	PROPN
ajfa-2977	15	58	d	d	PROPN
ajfa-2977	15	59	modeling	modeling	NOUN
ajfa-2977	15	60	es	es	NOUN
ajfa-2977	15	61	used	use	VERB
ajfa-2977	15	62	in	in	ADP
ajfa-2977	15	63	ents	ent	NOUN
ajfa-2977	15	64	(	(	PUNCT
ajfa-2977	15	65	etemad	etemad	VERB
ajfa-2977	15	66	earch	earch	PROPN
ajfa-2977	15	67	theor	theor	PROPN
ajfa-2977	15	68	ptcy	ptcy	PROPN
ajfa-2977	15	69	always	always	ADV
ajfa-2977	15	70	community	community	NOUN
ajfa-2977	15	71	ptcy	ptcy	NOUN
ajfa-2977	15	72	.	.	PUNCT
ajfa-2977	16	1	but	but	CCONJ
ajfa-2977	16	2	it	it	PRON
ajfa-2977	16	3	manageme	manageme	PROPN
ajfa-2977	16	4	bankruptcy	bankruptcy	NOUN
ajfa-2977	16	5	the	the	DET
ajfa-2977	16	6	risk	risk	NOUN
ajfa-2977	16	7	of	of	ADP
ajfa-2977	16	8	e	e	NOUN
ajfa-2977	16	9	the	the	DET
ajfa-2977	16	10	comp	comp	NOUN
ajfa-2977	16	11	ptcy	ptcy	NOUN
ajfa-2977	16	12	has	have	VERB
ajfa-2977	16	13	bee	bee	NOUN
ajfa-2977	16	14	–	–	PUNCT
ajfa-2977	16	15	ching	ching	PROPN
ajfa-2977	16	16	yeh	yeh	PROPN
ajfa-2977	16	17	affect	affect	VERB
ajfa-2977	16	18	the	the	DET
ajfa-2977	16	19	ec	ec	PROPN
ajfa-2977	16	20	r	r	NOUN
ajfa-2977	16	21	variety	variety	NOUN
ajfa-2977	16	22	of	of	ADP
ajfa-2977	16	23	read	read	NOUN
ajfa-2977	16	24	of	of	ADP
ajfa-2977	16	25	crisi	crisi	PROPN
ajfa-2977	16	26	al.2009	al.2009	PROPN
ajfa-2977	16	27	)	)	PUNCT
ajfa-2977	16	28	.	.	PUNCT
ajfa-2977	17	1	survival	survival	NOUN
ajfa-2977	17	2	of	of	ADP
ajfa-2977	17	3	ge	ge	PROPN
ajfa-2977	17	4	investme	investme	PROPN
ajfa-2977	17	5	and	and	CCONJ
ajfa-2977	17	6	is	be	AUX
ajfa-2977	17	7	out	out	ADP
ajfa-2977	17	8	asting	aste	VERB
ajfa-2977	17	9	firm	firm	ADJ
ajfa-2977	17	10	t	t	PROPN
ajfa-2977	17	11	in	in	ADP
ajfa-2977	17	12	stock	stock	PROPN
ajfa-2977	17	13	m	m	PROPN
ajfa-2977	17	14	nkrupt	nkrupt	ADJ
ajfa-2977	17	15	annu	annu	NOUN
ajfa-2977	17	16	ll	ll	AUX
ajfa-2977	17	17	their	their	PRON
ajfa-2977	17	18	prop	prop	NOUN
ajfa-2977	17	19	ng	ng	PROPN
ajfa-2977	17	20	creditors	creditor	NOUN
ajfa-2977	17	21	nd	nd	AUX
ajfa-2977	17	22	inventor	inventor	VERB
ajfa-2977	17	23	any	any	DET
ajfa-2977	17	24	value	value	NOUN
ajfa-2977	17	25	is	be	AUX
ajfa-2977	17	26	mportant	mportant	ADJ
ajfa-2977	17	27	as	as	ADP
ajfa-2977	17	28	ases	as	NOUN
ajfa-2977	17	29	,	,	PUNCT
ajfa-2977	17	30	bankru	bankru	NOUN
ajfa-2977	17	31	cking	cke	VERB
ajfa-2977	17	32	debt	debt	NOUN
ajfa-2977	17	33	h	h	NOUN
ajfa-2977	17	34	bankruptcy	bankruptcy	NOUN
ajfa-2977	17	35	hances	hance	VERB
ajfa-2977	17	36	becau	becau	PROPN
ajfa-2977	17	37	t	t	PROPN
ajfa-2977	17	38	value	value	NOUN
ajfa-2977	17	39	of	of	ADP
ajfa-2977	17	40	th	th	NUM
ajfa-2977	17	41	ms	ms	PROPN
ajfa-2977	17	42	necessar	necessar	PROPN
ajfa-2977	17	43	mpanies	mpanie	NOUN
ajfa-2977	17	44	.	.	PUNCT
ajfa-2977	18	1	s	s	PART
ajfa-2977	18	2	ues	ues	PROPN
ajfa-2977	18	3	in	in	ADP
ajfa-2977	18	4	bank	bank	NOUN
ajfa-2977	18	5	g	g	PROPN
ajfa-2977	18	6	technique	technique	NOUN
ajfa-2977	18	7	building	building	NOUN
ajfa-2977	18	8	di	di	NOUN
ajfa-2977	18	9	,	,	PUNCT
ajfa-2977	18	10	2007	2007	NUM
ajfa-2977	18	11	)	)	PUNCT
ajfa-2977	18	12	.	.	PUNCT
ajfa-2977	19	1	ries	rie	NOUN
ajfa-2977	19	2	and	and	CCONJ
ajfa-2977	19	3	bac	bac	PROPN
ajfa-2977	19	4	s	s	PROPN
ajfa-2977	19	5	has	have	VERB
ajfa-2977	19	6	divert	divert	NOUN
ajfa-2977	19	7	.	.	PUNCT
ajfa-2977	20	1	it	it	PRON
ajfa-2977	20	2	is	be	AUX
ajfa-2977	20	3	very	very	ADV
ajfa-2977	20	4	can	can	AUX
ajfa-2977	20	5	be	be	AUX
ajfa-2977	20	6	claim	claim	NOUN
ajfa-2977	20	7	ent	ent	NOUN
ajfa-2977	20	8	,	,	PUNCT
ajfa-2977	20	9	investor	investor	NOUN
ajfa-2977	20	10	y	y	PROPN
ajfa-2977	20	11	,	,	PUNCT
ajfa-2977	20	12	not	not	PART
ajfa-2977	20	13	only	only	ADV
ajfa-2977	21	1	t	t	PROPN
ajfa-2977	21	2	f	f	PROPN
ajfa-2977	21	3	your	your	PRON
ajfa-2977	21	4	port	port	NOUN
ajfa-2977	21	5	pany	pany	NOUN
ajfa-2977	21	6	's	's	PART
ajfa-2977	21	7	finan	finan	NOUN
ajfa-2977	21	8	en	en	ADP
ajfa-2977	21	9	a	a	DET
ajfa-2977	21	10	challen	challen	ADJ
ajfa-2977	21	11	h	h	NOUN
ajfa-2977	21	12	et	et	NOUN
ajfa-2977	21	13	al.2010	al.2010	PROPN
ajfa-2977	21	14	conomy	conomy	NOUN
ajfa-2977	21	15	of	of	ADP
ajfa-2977	21	16	public	public	PROPN
ajfa-2977	21	17	and	and	CCONJ
ajfa-2977	21	18	s	s	X
ajfa-2977	21	19	to	to	ADP
ajfa-2977	21	20	other	other	ADJ
ajfa-2977	21	21	p	p	X
ajfa-2977	21	22	f	f	PROPN
ajfa-2977	21	23	the	the	DET
ajfa-2977	21	24	existin	existin	PROPN
ajfa-2977	21	25	ent	ent	NOUN
ajfa-2977	21	26	in	in	ADP
ajfa-2977	21	27	the	the	DET
ajfa-2977	21	28	s	s	NOUN
ajfa-2977	21	29	of	of	ADP
ajfa-2977	21	30	stock	stock	NOUN
ajfa-2977	21	31	.	.	PUNCT
ajfa-2977	22	1	t	t	PROPN
ajfa-2977	22	2	ms	ms	PROPN
ajfa-2977	22	3	that	that	PRON
ajfa-2977	22	4	are	be	AUX
ajfa-2977	22	5	market	market	NOUN
ajfa-2977	22	6	with	with	ADP
ajfa-2977	22	7	t	t	PROPN
ajfa-2977	22	8	ually	ually	ADV
ajfa-2977	22	9	becaus	becaus	ADJ
ajfa-2977	22	10	perties	pertie	NOUN
ajfa-2977	22	11	with	with	ADP
ajfa-2977	22	12	s	s	PROPN
ajfa-2977	22	13	may	may	AUX
ajfa-2977	22	14	dela	dela	VERB
ajfa-2977	22	15	ry	ry	PROPN
ajfa-2977	22	16	depreciati	depreciati	PROPN
ajfa-2977	22	17	s	s	AUX
ajfa-2977	22	18	spent	spend	VERB
ajfa-2977	22	19	for	for	ADP
ajfa-2977	22	20	l	l	NOUN
ajfa-2977	22	21	1	1	NUM
ajfa-2977	22	22	and	and	CCONJ
ajfa-2977	22	23	2	2	NUM
ajfa-2977	22	24	.	.	X
ajfa-2977	22	25	uptcy	uptcy	NOUN
ajfa-2977	22	26	cost	cost	NOUN
ajfa-2977	22	27	i	i	PRON
ajfa-2977	22	28	have	have	AUX
ajfa-2977	22	29	never	never	ADV
ajfa-2977	22	30	b	b	NOUN
ajfa-2977	22	31	y	y	PROPN
ajfa-2977	22	32	likelihood	likelihood	NOUN
ajfa-2977	22	33	use	use	NOUN
ajfa-2977	22	34	of	of	ADP
ajfa-2977	22	35	the	the	DET
ajfa-2977	22	36	c	c	NOUN
ajfa-2977	23	1	he	he	PRON
ajfa-2977	23	2	company	company	NOUN
ajfa-2977	23	3	ry	ry	VERB
ajfa-2977	23	4	to	to	PART
ajfa-2977	23	5	find	find	VERB
ajfa-2977	23	6	statistical	statistical	ADJ
ajfa-2977	23	7	t	t	NOUN
ajfa-2977	23	8	kruptcy	kruptcy	NOUN
ajfa-2977	23	9	pre	pre	X
ajfa-2977	23	10	es	es	PROPN
ajfa-2977	23	11	and	and	CCONJ
ajfa-2977	23	12	has	have	VERB
ajfa-2977	23	13	these	these	DET
ajfa-2977	23	14	mod	mod	PROPN
ajfa-2977	23	15	ckground	ckground	PROPN
ajfa-2977	23	16	ed	ed	PROPN
ajfa-2977	23	17	wide	wide	ADJ
ajfa-2977	23	18	ran	run	VERB
ajfa-2977	23	19	difficult	difficult	ADJ
ajfa-2977	23	20	to	to	PART
ajfa-2977	23	21	med	me	VERB
ajfa-2977	23	22	that	that	SCONJ
ajfa-2977	23	23	it	it	PRON
ajfa-2977	23	24	rs	r	VERB
ajfa-2977	23	25	,	,	PUNCT
ajfa-2977	23	26	creditors	creditor	NOUN
ajfa-2977	23	27	o	o	NOUN
ajfa-2977	23	28	prevent	prevent	VERB
ajfa-2977	23	29	th	th	X
ajfa-2977	23	30	tfolio	tfolio	PROPN
ajfa-2977	23	31	(	(	PUNCT
ajfa-2977	23	32	etem	etem	NOUN
ajfa-2977	23	33	ncial	ncial	ADJ
ajfa-2977	23	34	bankru	bankru	NOUN
ajfa-2977	23	35	49	49	NUM
ajfa-2977	23	36	nging	nge	VERB
ajfa-2977	23	37	issue	issue	NOUN
ajfa-2977	23	38	0	0	NUM
ajfa-2977	23	39	)	)	PUNCT
ajfa-2977	23	40	.	.	PUNCT
ajfa-2977	24	1	bankrupt	bankrupt	VERB
ajfa-2977	24	2	the	the	DET
ajfa-2977	24	3	country	country	NOUN
ajfa-2977	24	4	d	d	X
ajfa-2977	24	5	commercia	commercia	NOUN
ajfa-2977	24	6	parts	part	NOUN
ajfa-2977	24	7	of	of	ADP
ajfa-2977	24	8	the	the	DET
ajfa-2977	24	9	f	f	PROPN
ajfa-2977	24	10	ng	ng	PROPN
ajfa-2977	24	11	company	company	PROPN
ajfa-2977	24	12	stock	stock	PROPN
ajfa-2977	24	13	excha	excha	PROPN
ajfa-2977	24	14	therefore	therefore	ADV
ajfa-2977	24	15	w	w	VERB
ajfa-2977	24	16	going	go	VERB
ajfa-2977	24	17	bank	bank	NOUN
ajfa-2977	24	18	the	the	PRON
ajfa-2977	24	19	lower	low	ADJ
ajfa-2977	24	20	ri	ri	PROPN
ajfa-2977	24	21	se	se	PROPN
ajfa-2977	24	22	such	such	ADJ
ajfa-2977	24	23	situ	situ	ADJ
ajfa-2977	24	24	low	low	ADJ
ajfa-2977	24	25	price	price	NOUN
ajfa-2977	24	26	.	.	PUNCT
ajfa-2977	25	1	ay	ay	NOUN
ajfa-2977	25	2	liquidati	liquidati	PROPN
ajfa-2977	25	3	ion	ion	NOUN
ajfa-2977	25	4	increase	increase	NOUN
ajfa-2977	25	5	lawyers	lawyer	NOUN
ajfa-2977	25	6	’	'	PUNCT
ajfa-2977	25	7	fee	fee	NOUN
ajfa-2977	25	8	is	be	AUX
ajfa-2977	25	9	high	high	ADJ
ajfa-2977	25	10	.	.	PUNCT
ajfa-2977	26	1	it	it	PRON
ajfa-2977	26	2	j	j	NOUN
ajfa-2977	26	3	been	be	VERB
ajfa-2977	26	4	bankru	bankru	PROPN
ajfa-2977	26	5	d	d	PROPN
ajfa-2977	26	6	and	and	CCONJ
ajfa-2977	26	7	reduc	reduc	PROPN
ajfa-2977	26	8	costs	cost	NOUN
ajfa-2977	26	9	of	of	ADP
ajfa-2977	26	10	bank	bank	PROPN
ajfa-2977	26	11	y	y	PROPN
ajfa-2977	26	12	,	,	PUNCT
ajfa-2977	26	13	enhancing	enhance	VERB
ajfa-2977	26	14	a	a	DET
ajfa-2977	26	15	model	model	NOUN
ajfa-2977	26	16	th	th	X
ajfa-2977	26	17	techniques	technique	NOUN
ajfa-2977	26	18	ediction	ediction	NOUN
ajfa-2977	26	19	.	.	PUNCT
ajfa-2977	27	1	th	th	PROPN
ajfa-2977	27	2	focused	focus	VERB
ajfa-2977	27	3	o	o	PROPN
ajfa-2977	27	4	dels	del	NOUN
ajfa-2977	27	5	is	be	AUX
ajfa-2977	27	6	the	the	DET
ajfa-2977	27	7	nge	nge	NOUN
ajfa-2977	27	8	of	of	ADP
ajfa-2977	27	9	indiv	indiv	PROPN
ajfa-2977	27	10	o	o	PROPN
ajfa-2977	27	11	provide	provide	VERB
ajfa-2977	27	12	a	a	PRON
ajfa-2977	27	13	will	will	AUX
ajfa-2977	27	14	be	be	AUX
ajfa-2977	27	15	influ	influ	ADJ
ajfa-2977	27	16	s	s	NOUN
ajfa-2977	27	17	,	,	PUNCT
ajfa-2977	27	18	competito	competito	ADJ
ajfa-2977	27	19	he	he	PRON
ajfa-2977	27	20	risk	risk	VERB
ajfa-2977	27	21	of	of	ADP
ajfa-2977	27	22	bu	bu	PROPN
ajfa-2977	27	23	madi	madi	PROPN
ajfa-2977	27	24	,	,	PUNCT
ajfa-2977	27	25	2007	2007	NUM
ajfa-2977	27	26	)	)	PUNCT
ajfa-2977	27	27	uptcy	uptcy	NOUN
ajfa-2977	27	28	,	,	PUNCT
ajfa-2977	27	29	becau	becau	NOUN
ajfa-2977	27	30	asian	asian	ADJ
ajfa-2977	27	31	for	for	ADP
ajfa-2977	27	32	many	many	ADJ
ajfa-2977	27	33	sc	sc	PROPN
ajfa-2977	27	34	tcy	tcy	NOUN
ajfa-2977	27	35	is	be	AUX
ajfa-2977	27	36	impo	impo	PROPN
ajfa-2977	27	37	y.	y.	NOUN
ajfa-2977	27	38	in	in	ADP
ajfa-2977	27	39	fact	fact	NOUN
ajfa-2977	27	40	,	,	PUNCT
ajfa-2977	27	41	b	b	PROPN
ajfa-2977	27	42	al	al	PROPN
ajfa-2977	27	43	organizat	organizat	PROPN
ajfa-2977	27	44	financial	financial	PROPN
ajfa-2977	27	45	sy	sy	PROPN
ajfa-2977	27	46	y	y	PROPN
ajfa-2977	27	47	in	in	ADP
ajfa-2977	27	48	stock	stock	NOUN
ajfa-2977	27	49	e	e	PROPN
ajfa-2977	27	50	ange	ange	NOUN
ajfa-2977	27	51	,	,	PUNCT
ajfa-2977	27	52	becau	becau	NOUN
ajfa-2977	27	53	with	with	ADP
ajfa-2977	27	54	the	the	DET
ajfa-2977	27	55	de	de	X
ajfa-2977	27	56	kruptcy	kruptcy	NOUN
ajfa-2977	27	57	,	,	PUNCT
ajfa-2977	27	58	ca	can	AUX
ajfa-2977	27	59	sk	sk	VERB
ajfa-2977	27	60	(	(	PUNCT
ajfa-2977	27	61	rekabd	rekabd	NOUN
ajfa-2977	27	62	ations	ation	NOUN
ajfa-2977	27	63	:	:	PUNCT
ajfa-2977	27	64	ing	e	VERB
ajfa-2977	27	65	the	the	DET
ajfa-2977	27	66	ass	ass	NOUN
ajfa-2977	27	67	es	es	NOUN
ajfa-2977	27	68	.	.	PUNCT
ajfa-2977	28	1	e	e	X
ajfa-2977	28	2	,	,	PUNCT
ajfa-2977	28	3	court	court	NOUN
ajfa-2977	28	4	cos	cos	PROPN
ajfa-2977	28	5	ust	ust	PROPN
ajfa-2977	28	6	occurs	occur	VERB
ajfa-2977	28	7	f	f	PROPN
ajfa-2977	28	8	upt	upt	PROPN
ajfa-2977	28	9	.	.	PUNCT
ajfa-2977	29	1	so	so	ADV
ajfa-2977	29	2	,	,	PUNCT
ajfa-2977	29	3	fina	fina	PROPN
ajfa-2977	29	4	ce	ce	PROPN
ajfa-2977	29	5	earnings	earning	NOUN
ajfa-2977	29	6	.	.	PUNCT
ajfa-2977	30	1	kruptcy	kruptcy	PROPN
ajfa-2977	30	2	.	.	PUNCT
ajfa-2977	31	1	inc	inc	PROPN
ajfa-2977	31	2	g	g	PROPN
ajfa-2977	31	3	its	its	PRON
ajfa-2977	31	4	capital	capital	NOUN
ajfa-2977	31	5	hat	hat	NOUN
ajfa-2977	31	6	can	can	AUX
ajfa-2977	31	7	pre	pre	VERB
ajfa-2977	31	8	are	be	AUX
ajfa-2977	31	9	consid	consid	VERB
ajfa-2977	31	10	his	his	PRON
ajfa-2977	31	11	model	model	NOUN
ajfa-2977	31	12	n	n	PRON
ajfa-2977	31	13	signs	sign	NOUN
ajfa-2977	31	14	bu	bu	ADP
ajfa-2977	31	15	informatio	informatio	NOUN
ajfa-2977	31	16	viduals	vidual	NOUN
ajfa-2977	31	17	,	,	PUNCT
ajfa-2977	31	18	orga	orga	VERB
ajfa-2977	31	19	an	an	DET
ajfa-2977	31	20	accurate	accurate	ADJ
ajfa-2977	31	21	uenced	uenced	ADJ
ajfa-2977	31	22	ban	ban	NOUN
ajfa-2977	31	23	ors	or	NOUN
ajfa-2977	31	24	,	,	PUNCT
ajfa-2977	31	25	and	and	CCONJ
ajfa-2977	31	26	leg	leg	NOUN
ajfa-2977	31	27	urning	urne	VERB
ajfa-2977	31	28	their	their	PRON
ajfa-2977	31	29	)	)	PUNCT
ajfa-2977	31	30	.	.	PUNCT
ajfa-2977	32	1	hence	hence	ADV
ajfa-2977	32	2	,	,	PUNCT
ajfa-2977	32	3	t	t	NOUN
ajfa-2977	32	4	use	use	NOUN
ajfa-2977	32	5	in	in	ADP
ajfa-2977	32	6	case	case	NOUN
ajfa-2977	32	7	n	n	PRON
ajfa-2977	32	8	journal	journal	NOUN
ajfa-2977	32	9	of	of	ADP
ajfa-2977	32	10	f	f	PROPN
ajfa-2977	32	11	cientific	cientific	PROPN
ajfa-2977	32	12	stu	stu	PROPN
ajfa-2977	32	13	rtant	rtant	PROPN
ajfa-2977	32	14	in	in	ADP
ajfa-2977	32	15	fina	fina	PROPN
ajfa-2977	32	16	ankruptcy	ankruptcy	PROPN
ajfa-2977	32	17	p	p	PROPN
ajfa-2977	32	18	tions	tion	NOUN
ajfa-2977	32	19	.	.	PUNCT
ajfa-2977	33	1	becau	becau	NOUN
ajfa-2977	33	2	stem	stem	NOUN
ajfa-2977	33	3	and	and	CCONJ
ajfa-2977	33	4	ca	can	AUX
ajfa-2977	33	5	exchange	exchange	NOUN
ajfa-2977	33	6	is	be	AUX
ajfa-2977	33	7	use	use	NOUN
ajfa-2977	33	8	perhaps	perhaps	ADV
ajfa-2977	33	9	esign	esign	ADJ
ajfa-2977	33	10	and	and	CCONJ
ajfa-2977	33	11	p	p	X
ajfa-2977	33	12	an	an	PRON
ajfa-2977	33	13	be	be	AUX
ajfa-2977	33	14	gave	give	VERB
ajfa-2977	33	15	ar	ar	PROPN
ajfa-2977	33	16	et	et	NOUN
ajfa-2977	33	17	al,200	al,200	NOUN
ajfa-2977	33	18	sets	set	NOUN
ajfa-2977	33	19	.	.	PUNCT
ajfa-2977	34	1	then	then	ADV
ajfa-2977	34	2	st	st	PROPN
ajfa-2977	34	3	,	,	PUNCT
ajfa-2977	34	4	and	and	CCONJ
ajfa-2977	34	5	organ	organ	VERB
ajfa-2977	34	6	for	for	ADP
ajfa-2977	34	7	the	the	DET
ajfa-2977	34	8	com	com	NOUN
ajfa-2977	34	9	ancial	ancial	NOUN
ajfa-2977	34	10	provis	provis	ADJ
ajfa-2977	34	11	as	as	ADP
ajfa-2977	34	12	a	a	DET
ajfa-2977	34	13	resul	resul	NOUN
ajfa-2977	34	14	creasing	crease	VERB
ajfa-2977	34	15	ban	ban	NOUN
ajfa-2977	34	16	costs	cost	NOUN
ajfa-2977	34	17	(	(	PUNCT
ajfa-2977	34	18	briga	briga	NOUN
ajfa-2977	34	19	edict	edict	VERB
ajfa-2977	34	20	the	the	DET
ajfa-2977	34	21	fi	fi	NOUN
ajfa-2977	34	22	dered	dere	VERB
ajfa-2977	34	23	as	as	ADP
ajfa-2977	34	24	th	th	NUM
ajfa-2977	34	25	has	have	AUX
ajfa-2977	34	26	been	be	AUX
ajfa-2977	34	27	usiness	usiness	ADJ
ajfa-2977	34	28	failu	failu	NOUN
ajfa-2977	34	29	n	n	PRON
ajfa-2977	34	30	containe	containe	NOUN
ajfa-2977	34	31	anizations	anization	NOUN
ajfa-2977	34	32	a	a	DET
ajfa-2977	34	33	definition	definition	NOUN
ajfa-2977	34	34	kruptcy	kruptcy	NOUN
ajfa-2977	34	35	phe	phe	PROPN
ajfa-2977	34	36	gal	gal	PROPN
ajfa-2977	34	37	institutio	institutio	PROPN
ajfa-2977	34	38	r	r	NOUN
ajfa-2977	34	39	capital	capital	NOUN
ajfa-2977	34	40	,	,	PUNCT
ajfa-2977	34	41	bu	bu	ADP
ajfa-2977	34	42	they	they	PRON
ajfa-2977	34	43	are	be	AUX
ajfa-2977	34	44	th	th	PRON
ajfa-2977	34	45	of	of	ADP
ajfa-2977	34	46	bankrup	bankrup	PROPN
ajfa-2977	34	47	finance	finance	PROPN
ajfa-2977	34	48	&	&	CCONJ
ajfa-2977	34	49	ac	ac	PROPN
ajfa-2977	34	50	issn	issn	PROPN
ajfa-2977	34	51	19	19	NUM
ajfa-2977	34	52	2013	2013	NUM
ajfa-2977	34	53	,	,	PUNCT
ajfa-2977	34	54	vol	vol	NOUN
ajfa-2977	34	55	.	.	PUNCT
ajfa-2977	35	1	www.macrothi	www.macrothi	X
ajfa-2977	35	2	udies	udie	NOUN
ajfa-2977	35	3	during	during	ADP
ajfa-2977	35	4	ancial	ancial	ADJ
ajfa-2977	35	5	studi	studi	PROPN
ajfa-2977	35	6	prediction	prediction	NOUN
ajfa-2977	35	7	h	h	NOUN
ajfa-2977	35	8	use	use	VERB
ajfa-2977	35	9	the	the	DET
ajfa-2977	35	10	fail	fail	NOUN
ajfa-2977	35	11	ause	ause	NOUN
ajfa-2977	35	12	system	system	NOUN
ajfa-2977	35	13	s	s	PART
ajfa-2977	35	14	one	one	NUM
ajfa-2977	35	15	of	of	ADP
ajfa-2977	35	16	the	the	DET
ajfa-2977	35	17	bankrupt	bankrupt	PROPN
ajfa-2977	35	18	c	c	AUX
ajfa-2977	35	19	propose	propose	VERB
ajfa-2977	35	20	app	app	PROPN
ajfa-2977	35	21	e	e	NOUN
ajfa-2977	35	22	the	the	DET
ajfa-2977	35	23	invest	inv	ADJ
ajfa-2977	35	24	06	06	NUM
ajfa-2977	35	25	)	)	PUNCT
ajfa-2977	35	26	.	.	PUNCT
ajfa-2977	36	1	the	the	DET
ajfa-2977	36	2	probab	probab	PROPN
ajfa-2977	36	3	nizational	nizational	PROPN
ajfa-2977	36	4	e	e	PROPN
ajfa-2977	36	5	mpanies	mpanies	PROPN
ajfa-2977	36	6	whi	whi	PROPN
ajfa-2977	36	7	sions	sion	NOUN
ajfa-2977	36	8	throug	throug	PROPN
ajfa-2977	36	9	lt	lt	PROPN
ajfa-2977	36	10	,	,	PUNCT
ajfa-2977	36	11	the	the	DET
ajfa-2977	36	12	likeli	likeli	ADJ
ajfa-2977	36	13	nkruptcy	nkruptcy	PROPN
ajfa-2977	36	14	lik	lik	PROPN
ajfa-2977	36	15	am	be	AUX
ajfa-2977	36	16	,	,	PUNCT
ajfa-2977	36	17	2003	2003	NUM
ajfa-2977	36	18	)	)	PUNCT
ajfa-2977	36	19	.	.	PUNCT
ajfa-2977	37	1	financial	financial	ADJ
ajfa-2977	37	2	cr	cr	PROPN
ajfa-2977	38	1	he	he	PRON
ajfa-2977	38	2	most	most	ADV
ajfa-2977	38	3	ba	ba	PROPN
ajfa-2977	38	4	used	use	VERB
ajfa-2977	38	5	from	from	ADP
ajfa-2977	38	6	ure	ure	PROPN
ajfa-2977	38	7	.	.	PUNCT
ajfa-2977	39	1	genera	genera	PROPN
ajfa-2977	39	2	ed	ed	NOUN
ajfa-2977	39	3	in	in	ADP
ajfa-2977	39	4	the	the	DET
ajfa-2977	39	5	f	f	PROPN
ajfa-2977	39	6	and	and	CCONJ
ajfa-2977	39	7	the	the	DET
ajfa-2977	39	8	gen	gen	PROPN
ajfa-2977	39	9	for	for	ADP
ajfa-2977	39	10	interest	interest	NOUN
ajfa-2977	39	11	enomena	enomena	PROPN
ajfa-2977	39	12	m	m	PROPN
ajfa-2977	39	13	ons	ons	PROPN
ajfa-2977	39	14	.	.	PUNCT
ajfa-2977	40	1	investo	investo	PROPN
ajfa-2977	40	2	ut	ut	PROPN
ajfa-2977	41	1	its	its	PRON
ajfa-2977	41	2	use	use	NOUN
ajfa-2977	41	3	as	as	SCONJ
ajfa-2977	41	4	he	he	PRON
ajfa-2977	41	5	ways	way	VERB
ajfa-2977	41	6	tha	tha	ADP
ajfa-2977	41	7	ptcy	ptcy	NOUN
ajfa-2977	41	8	,	,	PUNCT
ajfa-2977	41	9	stock	stock	NOUN
ajfa-2977	41	10	ccounting	ccounte	VERB
ajfa-2977	41	11	946	946	NUM
ajfa-2977	41	12	-	-	PUNCT
ajfa-2977	41	13	052x	052x	NOUN
ajfa-2977	41	14	5	5	NUM
ajfa-2977	41	15	,	,	PUNCT
ajfa-2977	41	16	no	no	INTJ
ajfa-2977	41	17	.	.	NOUN
ajfa-2977	41	18	1	1	NUM
ajfa-2977	41	19	ink.org/ajfa	ink.org/ajfa	NOUN
ajfa-2977	41	20	g	g	ADP
ajfa-2977	41	21	the	the	DET
ajfa-2977	41	22	last	last	ADJ
ajfa-2977	41	23	ies	ie	NOUN
ajfa-2977	41	24	since	since	SCONJ
ajfa-2977	41	25	has	have	AUX
ajfa-2977	41	26	been	be	AUX
ajfa-2977	41	27	lure	lure	NOUN
ajfa-2977	41	28	of	of	ADP
ajfa-2977	41	29	a	a	DET
ajfa-2977	41	30	mic	mic	ADJ
ajfa-2977	41	31	crisis	crisis	NOUN
ajfa-2977	41	32	e	e	NOUN
ajfa-2977	41	33	factors	factor	NOUN
ajfa-2977	41	34	company	company	NOUN
ajfa-2977	41	35	propriate	propriate	NOUN
ajfa-2977	41	36	tors	tor	NOUN
ajfa-2977	41	37	this	this	DET
ajfa-2977	41	38	bility	bility	NOUN
ajfa-2977	41	39	of	of	ADP
ajfa-2977	41	40	expenses	expense	NOUN
ajfa-2977	41	41	ich	ich	NOUN
ajfa-2977	41	42	have	have	VERB
ajfa-2977	41	43	gh	gh	PROPN
ajfa-2977	41	44	debts	debts	PROPN
ajfa-2977	41	45	ihood	ihood	PROPN
ajfa-2977	41	46	of	of	ADP
ajfa-2977	41	47	kelihood	kelihood	PROPN
ajfa-2977	41	48	isis	isis	NOUN
ajfa-2977	41	49	and	and	CCONJ
ajfa-2977	41	50	asic	asic	NOUN
ajfa-2977	41	51	and	and	CCONJ
ajfa-2977	41	52	m	m	PROPN
ajfa-2977	41	53	classic	classic	ADJ
ajfa-2977	41	54	ally	ally	NOUN
ajfa-2977	41	55	,	,	PUNCT
ajfa-2977	41	56	the	the	DET
ajfa-2977	41	57	financial	financial	ADJ
ajfa-2977	41	58	eral	eral	ADJ
ajfa-2977	41	59	part	part	NOUN
ajfa-2977	41	60	t	t	NOUN
ajfa-2977	41	61	groups	group	NOUN
ajfa-2977	41	62	more	more	ADV
ajfa-2977	41	63	than	than	ADP
ajfa-2977	41	64	ors	or	NOUN
ajfa-2977	41	65	with	with	ADP
ajfa-2977	41	66	a	a	DET
ajfa-2977	41	67	tool	tool	NOUN
ajfa-2977	41	68	to	to	PART
ajfa-2977	41	69	at	at	ADP
ajfa-2977	41	70	could	could	AUX
ajfa-2977	41	71	price	price	NOUN
ajfa-2977	41	72	of	of	ADP
ajfa-2977	41	73	compan	compan	NOUN
ajfa-2977	41	74	taken	take	VERB
ajfa-2977	41	75	in	in	ADP
ajfa-2977	41	76	impact	impact	NOUN
ajfa-2977	41	77	to	to	ADP
ajfa-2977	41	78	corp	corp	PROPN
ajfa-2977	41	79	bankrup	bankrup	PROPN
ajfa-2977	41	80	theref	theref	PROPN
ajfa-2977	41	81	process	process	NOUN
ajfa-2977	41	82	comme	comme	X
ajfa-2977	41	83	for	for	ADP
ajfa-2977	41	84	pre	pre	X
ajfa-2977	41	85	viewpo	viewpo	PROPN
ajfa-2977	41	86	strategi	strategi	NOUN
ajfa-2977	41	87	models	model	NOUN
ajfa-2977	41	88	likeliho	likeliho	PROPN
ajfa-2977	41	89	bankrup	bankrup	PROPN
ajfa-2977	41	90	intellige	intellige	PROPN
ajfa-2977	41	91	univaria	univaria	PROPN
ajfa-2977	41	92	discrim	discrim	PROPN
ajfa-2977	41	93	adjustm	adjustm	PROPN
ajfa-2977	41	94	artifici	artifici	PROPN
ajfa-2977	41	95	machin	machin	PROPN
ajfa-2977	41	96	techniqu	techniqu	PROPN
ajfa-2977	41	97	and	and	CCONJ
ajfa-2977	41	98	the	the	DET
ajfa-2977	41	99	bankrup	bankrup	NOUN
ajfa-2977	41	100	risk.(fir	risk.(fir	NOUN
ajfa-2977	41	101	komija	komija	VERB
ajfa-2977	41	102	model	model	PROPN
ajfa-2977	41	103	t	t	PROPN
ajfa-2977	41	104	multiva	multiva	PROPN
ajfa-2977	41	105	liabilitie	liabilitie	PROPN
ajfa-2977	41	106	power	power	NOUN
ajfa-2977	41	107	al(2011	al(2011	ADP
ajfa-2977	41	108	the	the	DET
ajfa-2977	41	109	res	re	NOUN
ajfa-2977	41	110	model	model	NOUN
ajfa-2977	41	111	h	h	PROPN
ajfa-2977	41	112	t-2	t-2	PROPN
ajfa-2977	41	113	,	,	PUNCT
ajfa-2977	41	114	resp	resp	NOUN
ajfa-2977	41	115	years	year	NOUN
ajfa-2977	41	116	t	t	PROPN
ajfa-2977	41	117	,	,	PUNCT
ajfa-2977	41	118	a	a	DET
ajfa-2977	41	119	resear	resear	NOUN
ajfa-2977	41	120	regressi	regressi	PROPN
ajfa-2977	41	121	third	third	ADJ
ajfa-2977	41	122	re	re	VERB
ajfa-2977	41	123	way	way	NOUN
ajfa-2977	41	124	the	the	DET
ajfa-2977	41	125	did	do	VERB
ajfa-2977	41	126	a	a	DET
ajfa-2977	41	127	r	r	NOUN
ajfa-2977	41	128	compar	compar	NOUN
ajfa-2977	41	129	nies	ny	NOUN
ajfa-2977	41	130	sharply	sharply	ADV
ajfa-2977	41	131	nto	nto	PROPN
ajfa-2977	41	132	conside	conside	VERB
ajfa-2977	41	133	on	on	ADP
ajfa-2977	41	134	lending	lend	VERB
ajfa-2977	41	135	porate	porate	ADJ
ajfa-2977	41	136	loan	loan	NOUN
ajfa-2977	41	137	ptcy	ptcy	NOUN
ajfa-2977	41	138	.	.	PUNCT
ajfa-2977	42	1	fore	fore	NOUN
ajfa-2977	42	2	,	,	PUNCT
ajfa-2977	42	3	accura	accura	PROPN
ajfa-2977	42	4	s	s	PROPN
ajfa-2977	42	5	and	and	CCONJ
ajfa-2977	42	6	the	the	DET
ajfa-2977	42	7	co	co	ADJ
ajfa-2977	42	8	ercial	ercial	ADJ
ajfa-2977	42	9	units	unit	NOUN
ajfa-2977	42	10	eventive	eventive	VERB
ajfa-2977	42	11	me	i	PRON
ajfa-2977	42	12	int	int	NOUN
ajfa-2977	42	13	,	,	PUNCT
ajfa-2977	42	14	tools	tool	NOUN
ajfa-2977	42	15	pr	pr	NOUN
ajfa-2977	42	16	c	c	PROPN
ajfa-2977	42	17	actions	action	NOUN
ajfa-2977	42	18	an	an	PRON
ajfa-2977	42	19	is	be	AUX
ajfa-2977	42	20	one	one	NUM
ajfa-2977	42	21	of	of	ADP
ajfa-2977	42	22	th	th	X
ajfa-2977	42	23	ood	ood	PROPN
ajfa-2977	42	24	of	of	ADP
ajfa-2977	42	25	bankr	bankr	PROPN
ajfa-2977	42	26	ptcy	ptcy	PROPN
ajfa-2977	42	27	predic	predic	ADJ
ajfa-2977	42	28	ence	ence	NOUN
ajfa-2977	42	29	,	,	PUNCT
ajfa-2977	42	30	and	and	CCONJ
ajfa-2977	42	31	t	t	PROPN
ajfa-2977	42	32	ate	eat	VERB
ajfa-2977	42	33	and	and	CCONJ
ajfa-2977	42	34	m	m	PROPN
ajfa-2977	42	35	minant	minant	PROPN
ajfa-2977	42	36	analy	analy	PROPN
ajfa-2977	42	37	ment	ment	PROPN
ajfa-2977	42	38	process	process	PROPN
ajfa-2977	42	39	al	al	PROPN
ajfa-2977	42	40	neural	neural	PROPN
ajfa-2977	42	41	n	n	PROPN
ajfa-2977	42	42	es	es	NOUN
ajfa-2977	42	43	,	,	PUNCT
ajfa-2977	42	44	sion	sion	NOUN
ajfa-2977	42	45	-	-	PUNCT
ajfa-2977	42	46	ba	ba	PROPN
ajfa-2977	42	47	ues	ues	PROPN
ajfa-2977	42	48	eoretical	eoretical	PROPN
ajfa-2977	42	49	m	m	PROPN
ajfa-2977	42	50	ptcy	ptcy	PROPN
ajfa-2977	42	51	theor	theor	PROPN
ajfa-2977	42	52	rouziyan	rouziyan	PROPN
ajfa-2977	42	53	et	et	PROPN
ajfa-2977	42	54	ani	ani	X
ajfa-2977	42	55	et	et	PROPN
ajfa-2977	42	56	al	al	PROPN
ajfa-2977	42	57	(	(	PUNCT
ajfa-2977	42	58	20	20	NUM
ajfa-2977	42	59	to	to	PART
ajfa-2977	42	60	predict	predict	VERB
ajfa-2977	42	61	t	t	PROPN
ajfa-2977	42	62	ariate	ariate	VERB
ajfa-2977	42	63	probi	probi	PROPN
ajfa-2977	42	64	es	es	NOUN
ajfa-2977	42	65	,	,	PUNCT
ajfa-2977	42	66	gross	gross	ADJ
ajfa-2977	42	67	pro	pro	NOUN
ajfa-2977	42	68	than	than	ADP
ajfa-2977	42	69	comp	comp	NOUN
ajfa-2977	42	70	)	)	PUNCT
ajfa-2977	42	71	compared	compare	VERB
ajfa-2977	42	72	sults	sult	NOUN
ajfa-2977	42	73	showe	showe	NOUN
ajfa-2977	42	74	have	have	VERB
ajfa-2977	42	75	better	well	ADJ
ajfa-2977	42	76	pectively	pectively	ADV
ajfa-2977	42	77	,	,	PUNCT
ajfa-2977	42	78	%	%	NOUN
ajfa-2977	42	79	t-1	t-1	PROPN
ajfa-2977	42	80	and	and	CCONJ
ajfa-2977	42	81	t-2	t-2	PROPN
ajfa-2977	42	82	,	,	PUNCT
ajfa-2977	42	83	rch	rch	NOUN
ajfa-2977	42	84	titled	title	VERB
ajfa-2977	42	85	"	"	PUNCT
ajfa-2977	42	86	ion	ion	NOUN
ajfa-2977	42	87	to	to	ADP
ajfa-2977	42	88	class	class	NOUN
ajfa-2977	42	89	espectively	espectively	ADV
ajfa-2977	42	90	%	%	NOUN
ajfa-2977	42	91	e	e	NOUN
ajfa-2977	42	92	logit	logit	PROPN
ajfa-2977	42	93	mod	mod	PROPN
ajfa-2977	42	94	research	research	PROPN
ajfa-2977	42	95	tit	tit	PROPN
ajfa-2977	42	96	red	red	ADJ
ajfa-2977	42	97	two	two	NUM
ajfa-2977	42	98	mod	mod	NOUN
ajfa-2977	42	99	y	y	PROPN
ajfa-2977	42	100	decreases	decrease	VERB
ajfa-2977	42	101	eration	eration	NOUN
ajfa-2977	42	102	wide	wide	ADJ
ajfa-2977	42	103	decisions	decision	NOUN
ajfa-2977	42	104	fo	fo	ADP
ajfa-2977	42	105	ns	ns	NUM
ajfa-2977	42	106	demand	demand	NOUN
ajfa-2977	42	107	ate	eat	VERB
ajfa-2977	42	108	and	and	CCONJ
ajfa-2977	42	109	tim	tim	PROPN
ajfa-2977	42	110	ontinuance	ontinuance	NOUN
ajfa-2977	42	111	o	o	NOUN
ajfa-2977	42	112	managers	manager	NOUN
ajfa-2977	42	113	a	a	DET
ajfa-2977	42	114	easures	easure	NOUN
ajfa-2977	42	115	wh	wh	AUX
ajfa-2977	42	116	redicting	redicte	VERB
ajfa-2977	42	117	fin	fin	NOUN
ajfa-2977	42	118	nd	nd	ADV
ajfa-2977	42	119	avoided	avoid	VERB
ajfa-2977	42	120	he	he	PRON
ajfa-2977	42	121	techniqu	techniqu	PROPN
ajfa-2977	42	122	ruptcy	ruptcy	PROPN
ajfa-2977	42	123	estim	estim	PROPN
ajfa-2977	42	124	tion	tion	PROPN
ajfa-2977	42	125	models	model	NOUN
ajfa-2977	42	126	theoretical	theoretical	ADJ
ajfa-2977	42	127	.	.	PUNCT
ajfa-2977	43	1	multivariate	multivariate	NOUN
ajfa-2977	43	2	.	.	PUNCT
ajfa-2977	44	1	ysis	ysis	NOUN
ajfa-2977	44	2	models	model	NOUN
ajfa-2977	44	3	,	,	PUNCT
ajfa-2977	44	4	ses	ses	PROPN
ajfa-2977	44	5	.	.	PROPN
ajfa-2977	44	6	networks	network	NOUN
ajfa-2977	44	7	,	,	PUNCT
ajfa-2977	44	8	g	g	PROPN
ajfa-2977	44	9	ased	ase	VERB
ajfa-2977	44	10	reaso	reaso	NOUN
ajfa-2977	44	11	models	model	NOUN
ajfa-2977	44	12	is	be	AUX
ajfa-2977	44	13	a	a	DET
ajfa-2977	44	14	ry	ry	NOUN
ajfa-2977	44	15	of	of	ADP
ajfa-2977	44	16	gam	gam	PROPN
ajfa-2977	44	17	al,2010	al,2010	NOUN
ajfa-2977	44	18	)	)	PUNCT
ajfa-2977	44	19	005	005	NUM
ajfa-2977	44	20	)	)	PUNCT
ajfa-2977	44	21	condu	condu	NOUN
ajfa-2977	44	22	the	the	DET
ajfa-2977	44	23	econom	econom	PROPN
ajfa-2977	44	24	t	t	PROPN
ajfa-2977	44	25	and	and	CCONJ
ajfa-2977	44	26	logit	logit	PROPN
ajfa-2977	44	27	ofit	ofit	NOUN
ajfa-2977	44	28	to	to	ADP
ajfa-2977	44	29	sale	sale	NOUN
ajfa-2977	44	30	pany	pany	NOUN
ajfa-2977	44	31	econo	econo	PROPN
ajfa-2977	44	32	ohlson	ohlson	PROPN
ajfa-2977	44	33	log	log	VERB
ajfa-2977	44	34	d	d	PROPN
ajfa-2977	44	35	ohlson	ohlson	NOUN
ajfa-2977	44	36	lo	lo	PROPN
ajfa-2977	44	37	than	than	ADP
ajfa-2977	44	38	perfor	perfor	PROPN
ajfa-2977	44	39	%	%	NOUN
ajfa-2977	44	40	96	96	NUM
ajfa-2977	44	41	,	,	PUNCT
ajfa-2977	45	1	%	%	NOUN
ajfa-2977	45	2	91	91	NUM
ajfa-2977	45	3	,	,	PUNCT
ajfa-2977	45	4	respective	respective	ADJ
ajfa-2977	45	5	accounting	accounting	NOUN
ajfa-2977	45	6	sify	sify	VERB
ajfa-2977	45	7	the	the	DET
ajfa-2977	45	8	com	com	NOUN
ajfa-2977	45	9	%	%	NOUN
ajfa-2977	45	10	85.1	85.1	NUM
ajfa-2977	45	11	,	,	PUNCT
ajfa-2977	46	1	%	%	PROPN
ajfa-2977	46	2	87	87	NUM
ajfa-2977	46	3	del	del	NOUN
ajfa-2977	46	4	to	to	ADP
ajfa-2977	46	5	discr	discr	NOUN
ajfa-2977	46	6	tled	tle	VERB
ajfa-2977	46	7	"	"	PUNCT
ajfa-2977	46	8	bankr	bankr	VERB
ajfa-2977	46	9	del	del	PROPN
ajfa-2977	46	10	of	of	ADP
ajfa-2977	46	11	logit	logit	PROPN
ajfa-2977	46	12	(	(	PUNCT
ajfa-2977	46	13	rasoulzad	rasoulzad	PROPN
ajfa-2977	46	14	ely	ely	ADV
ajfa-2977	46	15	in	in	ADP
ajfa-2977	46	16	acco	acco	PROPN
ajfa-2977	46	17	for	for	ADP
ajfa-2977	46	18	creditors	creditor	NOUN
ajfa-2977	46	19	they	they	PRON
ajfa-2977	46	20	shou	shou	PROPN
ajfa-2977	46	21	mely	mely	ADV
ajfa-2977	46	22	predict	predict	VERB
ajfa-2977	46	23	of	of	ADP
ajfa-2977	46	24	credit	credit	NOUN
ajfa-2977	46	25	ins	in	NOUN
ajfa-2977	46	26	also	also	ADV
ajfa-2977	46	27	can	can	AUX
ajfa-2977	46	28	be	be	AUX
ajfa-2977	46	29	ich	ich	NOUN
ajfa-2977	46	30	prevent	prevent	VERB
ajfa-2977	46	31	nancial	nancial	ADJ
ajfa-2977	46	32	ban	ban	NOUN
ajfa-2977	46	33	from	from	ADP
ajfa-2977	46	34	bankr	bankr	VERB
ajfa-2977	46	35	ues	ue	NOUN
ajfa-2977	46	36	and	and	CCONJ
ajfa-2977	46	37	tool	tool	NOUN
ajfa-2977	46	38	mate	mate	NOUN
ajfa-2977	46	39	with	with	ADP
ajfa-2977	46	40	co	co	NOUN
ajfa-2977	46	41	s	s	PROPN
ajfa-2977	46	42	can	can	AUX
ajfa-2977	46	43	be	be	AUX
ajfa-2977	46	44	cla	cla	ADJ
ajfa-2977	46	45	statistical	statistical	ADJ
ajfa-2977	46	46	.	.	PUNCT
ajfa-2977	47	1	multivari	multivari	PROPN
ajfa-2977	47	2	,	,	PUNCT
ajfa-2977	47	3	linear	linear	PROPN
ajfa-2977	47	4	prob	prob	PROPN
ajfa-2977	47	5	enetic	enetic	PROPN
ajfa-2977	47	6	algo	algo	PROPN
ajfa-2977	47	7	ning	ning	PROPN
ajfa-2977	47	8	and	and	CCONJ
ajfa-2977	47	9	also	also	ADV
ajfa-2977	47	10	includ	includ	ADJ
ajfa-2977	47	11	mbling	mbling	NOUN
ajfa-2977	47	12	,	,	PUNCT
ajfa-2977	47	13	ca	can	AUX
ajfa-2977	47	14	ucted	ucte	VERB
ajfa-2977	47	15	a	a	DET
ajfa-2977	47	16	rese	rese	ADJ
ajfa-2977	47	17	mic	mic	ADJ
ajfa-2977	47	18	bankrupt	bankrupt	PROPN
ajfa-2977	47	19	t	t	NOUN
ajfa-2977	47	20	models	model	NOUN
ajfa-2977	47	21	w	w	PROPN
ajfa-2977	47	22	s	s	NOUN
ajfa-2977	47	23	and	and	CCONJ
ajfa-2977	47	24	net	net	ADJ
ajfa-2977	47	25	p	p	PROPN
ajfa-2977	47	26	omic	omic	PROPN
ajfa-2977	47	27	bank	bank	PROPN
ajfa-2977	47	28	git	git	PROPN
ajfa-2977	47	29	analysis	analysis	NOUN
ajfa-2977	47	30	ogit	ogit	ADJ
ajfa-2977	47	31	analysi	analysi	NOUN
ajfa-2977	47	32	rmance	rmance	NOUN
ajfa-2977	47	33	.	.	PUNCT
ajfa-2977	48	1	oh	oh	INTJ
ajfa-2977	48	2	and	and	CCONJ
ajfa-2977	48	3	%	%	NOUN
ajfa-2977	48	4	89	89	NUM
ajfa-2977	48	5	,	,	PUNCT
ajfa-2977	48	6	ly	ly	NOUN
ajfa-2977	48	7	,	,	PUNCT
ajfa-2977	48	8	%	%	NOUN
ajfa-2977	48	9	85	85	NUM
ajfa-2977	48	10	,	,	PUNCT
ajfa-2977	48	11	%	%	NOUN
ajfa-2977	48	12	g	g	PROPN
ajfa-2977	48	13	data	datum	NOUN
ajfa-2977	48	14	and	and	CCONJ
ajfa-2977	48	15	mpanies	mpanie	NOUN
ajfa-2977	48	16	stu	stu	PROPN
ajfa-2977	48	17	7.6	7.6	NUM
ajfa-2977	48	18	and	and	CCONJ
ajfa-2977	48	19	%	%	NOUN
ajfa-2977	48	20	8	8	NUM
ajfa-2977	48	21	riminate	riminate	VERB
ajfa-2977	48	22	ana	ana	PROPN
ajfa-2977	48	23	ruptcy	ruptcy	PROPN
ajfa-2977	48	24	pred	pre	VERB
ajfa-2977	48	25	t	t	PROPN
ajfa-2977	48	26	and	and	CCONJ
ajfa-2977	48	27	multip	multip	ADV
ajfa-2977	48	28	50	50	NUM
ajfa-2977	48	29	deh,2000	deh,2000	NUM
ajfa-2977	48	30	)	)	PUNCT
ajfa-2977	48	31	.	.	PUNCT
ajfa-2977	49	1	p	p	NOUN
ajfa-2977	49	2	ounting	ounte	VERB
ajfa-2977	49	3	and	and	CCONJ
ajfa-2977	49	4	s	s	NOUN
ajfa-2977	49	5	and	and	CCONJ
ajfa-2977	49	6	also	also	ADV
ajfa-2977	49	7	th	th	X
ajfa-2977	49	8	uld	uld	AUX
ajfa-2977	49	9	be	be	AUX
ajfa-2977	49	10	abl	abl	NOUN
ajfa-2977	49	11	tion	tion	NOUN
ajfa-2977	49	12	of	of	ADP
ajfa-2977	49	13	ban	ban	NOUN
ajfa-2977	49	14	stitutions	stitution	NOUN
ajfa-2977	49	15	(	(	PUNCT
ajfa-2977	49	16	a	a	DET
ajfa-2977	49	17	informed	informed	ADJ
ajfa-2977	49	18	t	t	PROPN
ajfa-2977	49	19	t	t	PROPN
ajfa-2977	49	20	bankruptc	bankruptc	ADJ
ajfa-2977	49	21	nkruptcy	nkruptcy	NOUN
ajfa-2977	49	22	pro	pro	X
ajfa-2977	49	23	ruptcy(arab	ruptcy(arab	NOUN
ajfa-2977	49	24	ls	ls	ADJ
ajfa-2977	49	25	to	to	PART
ajfa-2977	49	26	predict	predict	VERB
ajfa-2977	49	27	ompositions	omposition	NOUN
ajfa-2977	49	28	assified	assifie	VERB
ajfa-2977	49	29	in	in	ADP
ajfa-2977	49	30	th	th	NOUN
ajfa-2977	49	31	models	model	NOUN
ajfa-2977	49	32	th	th	X
ajfa-2977	49	33	iate	iate	ADJ
ajfa-2977	49	34	statist	statist	ADJ
ajfa-2977	49	35	bability	bability	NOUN
ajfa-2977	49	36	,	,	PUNCT
ajfa-2977	49	37	log	log	NOUN
ajfa-2977	49	38	orithms	orithm	NOUN
ajfa-2977	49	39	,	,	PUNCT
ajfa-2977	49	40	rec	rec	X
ajfa-2977	49	41	fuzzy	fuzzy	ADJ
ajfa-2977	49	42	logi	logi	PROPN
ajfa-2977	49	43	ding	ding	PROPN
ajfa-2977	49	44	criterio	criterio	PROPN
ajfa-2977	49	45	ash	ash	NOUN
ajfa-2977	49	46	manage	manage	VERB
ajfa-2977	49	47	earch	earch	NOUN
ajfa-2977	49	48	titled	title	VERB
ajfa-2977	49	49	tcy	tcy	NOUN
ajfa-2977	49	50	of	of	ADP
ajfa-2977	49	51	comp	comp	NOUN
ajfa-2977	49	52	with	with	ADP
ajfa-2977	49	53	explana	explana	ADJ
ajfa-2977	49	54	profit	profit	NOUN
ajfa-2977	49	55	to	to	ADP
ajfa-2977	49	56	cu	cu	PROPN
ajfa-2977	49	57	kruptcy	kruptcy	NOUN
ajfa-2977	49	58	in	in	ADP
ajfa-2977	49	59	s	s	PRON
ajfa-2977	49	60	and	and	CCONJ
ajfa-2977	49	61	multip	multip	PROPN
ajfa-2977	49	62	is	be	AUX
ajfa-2977	49	63	model	model	PROPN
ajfa-2977	49	64	th	th	X
ajfa-2977	49	65	hlson	hlson	PROPN
ajfa-2977	49	66	model	model	NOUN
ajfa-2977	49	67	while	while	SCONJ
ajfa-2977	49	68	the	the	DET
ajfa-2977	49	69	74and	74and	NOUN
ajfa-2977	49	70	76	76	NUM
ajfa-2977	49	71	%	%	NOUN
ajfa-2977	50	1	d	d	NOUN
ajfa-2977	50	2	the	the	DET
ajfa-2977	50	3	predic	predic	NOUN
ajfa-2977	50	4	udied	udied	ADJ
ajfa-2977	50	5	.	.	PUNCT
ajfa-2977	51	1	his	his	PRON
ajfa-2977	51	2	m	m	VERB
ajfa-2977	51	3	82.6.hough	82.6.hough	ADP
ajfa-2977	51	4	alysis	alysis	NOUN
ajfa-2977	51	5	techn	techn	VERB
ajfa-2977	51	6	diction	diction	NOUN
ajfa-2977	51	7	:	:	PUNCT
ajfa-2977	51	8	an	an	DET
ajfa-2977	51	9	ple	ple	ADJ
ajfa-2977	51	10	-	-	PUNCT
ajfa-2977	51	11	discrimi	discrimi	NOUN
ajfa-2977	51	12	asian	asian	NOUN
ajfa-2977	51	13	predicting	predict	VERB
ajfa-2977	51	14	f	f	PROPN
ajfa-2977	51	15	d	d	PROPN
ajfa-2977	51	16	financial	financial	ADJ
ajfa-2977	51	17	heir	heir	NOUN
ajfa-2977	51	18	profitab	profitab	NOUN
ajfa-2977	51	19	le	le	X
ajfa-2977	51	20	to	to	ADP
ajfa-2977	51	21	predi	predi	NOUN
ajfa-2977	51	22	nkruptcy	nkruptcy	PROPN
ajfa-2977	51	23	ha	ha	PROPN
ajfa-2977	51	24	arabmazar	arabmazar	PROPN
ajfa-2977	51	25	e	e	PROPN
ajfa-2977	51	26	timely	timely	ADV
ajfa-2977	51	27	of	of	ADP
ajfa-2977	51	28	th	th	INTJ
ajfa-2977	51	29	cy	cy	PROPN
ajfa-2977	51	30	(	(	PUNCT
ajfa-2977	51	31	etemad	etemad	ADJ
ajfa-2977	51	32	ovides	ovide	NOUN
ajfa-2977	51	33	this	this	DET
ajfa-2977	51	34	bmazar	bmazar	NOUN
ajfa-2977	51	35	et	et	PROPN
ajfa-2977	51	36	a	a	DET
ajfa-2977	51	37	t	t	NOUN
ajfa-2977	51	38	the	the	DET
ajfa-2977	51	39	future	future	NOUN
ajfa-2977	51	40	s	s	VERB
ajfa-2977	51	41	a	a	DET
ajfa-2977	51	42	group	group	NOUN
ajfa-2977	51	43	of	of	ADP
ajfa-2977	51	44	hree	hree	ADJ
ajfa-2977	51	45	groups	group	NOUN
ajfa-2977	51	46	hemselves	hemselve	VERB
ajfa-2977	51	47	a	a	DET
ajfa-2977	51	48	ical	ical	ADJ
ajfa-2977	51	49	model	model	NOUN
ajfa-2977	51	50	git	git	PROPN
ajfa-2977	51	51	,	,	PUNCT
ajfa-2977	51	52	probit	probit	NOUN
ajfa-2977	51	53	,	,	PUNCT
ajfa-2977	51	54	th	th	X
ajfa-2977	51	55	ursive	ursive	ADJ
ajfa-2977	51	56	afra	afra	NOUN
ajfa-2977	51	57	ic	ic	PROPN
ajfa-2977	51	58	,	,	PUNCT
ajfa-2977	51	59	are	be	AUX
ajfa-2977	51	60	com	com	NOUN
ajfa-2977	51	61	on	on	ADP
ajfa-2977	51	62	analysis	analysis	NOUN
ajfa-2977	51	63	ement	ement	ADJ
ajfa-2977	51	64	theo	theo	PROPN
ajfa-2977	51	65	"	"	PUNCT
ajfa-2977	51	66	the	the	DET
ajfa-2977	51	67	cond	cond	NOUN
ajfa-2977	51	68	panies	panie	NOUN
ajfa-2977	51	69	in	in	ADP
ajfa-2977	51	70	ir	ir	PROPN
ajfa-2977	51	71	atory	atory	PROPN
ajfa-2977	51	72	variab	variab	PROPN
ajfa-2977	51	73	urrent	urrent	NOUN
ajfa-2977	51	74	debt	debt	NOUN
ajfa-2977	51	75	iran	iran	PROPN
ajfa-2977	51	76	.	.	PUNCT
ajfa-2977	52	1	(	(	PUNCT
ajfa-2977	52	2	ko	ko	PROPN
ajfa-2977	52	3	ple	ple	PROPN
ajfa-2977	52	4	discrim	discrim	VERB
ajfa-2977	52	5	an	an	DET
ajfa-2977	52	6	multiple	multiple	ADJ
ajfa-2977	52	7	prediction	prediction	NOUN
ajfa-2977	52	8	fulmer	fulmer	PROPN
ajfa-2977	52	9	mod	mod	PROPN
ajfa-2977	52	10	6.(vadiee	6.(vadiee	NUM
ajfa-2977	52	11	et	et	PROPN
ajfa-2977	52	12	ction	ction	NOUN
ajfa-2977	52	13	of	of	ADP
ajfa-2977	52	14	bu	bu	PROPN
ajfa-2977	52	15	model	model	PROPN
ajfa-2977	52	16	accu	accu	PROPN
ajfa-2977	52	17	hton	hton	PROPN
ajfa-2977	52	18	in	in	ADP
ajfa-2977	52	19	their	their	PRON
ajfa-2977	52	20	niques.(hou	niques.(hou	PROPN
ajfa-2977	52	21	investigati	investigati	PROPN
ajfa-2977	52	22	inant	inant	PROPN
ajfa-2977	52	23	analys	analys	PROPN
ajfa-2977	52	24	n	n	PRON
ajfa-2977	52	25	journal	journal	NOUN
ajfa-2977	52	26	of	of	ADP
ajfa-2977	52	27	f	f	PROPN
ajfa-2977	52	28	financial	financial	PROPN
ajfa-2977	52	29	ba	ba	PROPN
ajfa-2977	52	30	field	field	NOUN
ajfa-2977	52	31	.	.	PUNCT
ajfa-2977	53	1	such	such	ADJ
ajfa-2977	53	2	bility	bility	NOUN
ajfa-2977	53	3	.	.	PUNCT
ajfa-2977	54	1	befor	befor	NOUN
ajfa-2977	54	2	ict	ict	PROPN
ajfa-2977	54	3	possibil	possibil	NOUN
ajfa-2977	54	4	as	as	ADP
ajfa-2977	54	5	a	a	DET
ajfa-2977	54	6	signific	signific	NOUN
ajfa-2977	54	7	et	et	PROPN
ajfa-2977	54	8	al	al	PROPN
ajfa-2977	54	9	,	,	PUNCT
ajfa-2977	54	10	2007	2007	NUM
ajfa-2977	54	11	)	)	PUNCT
ajfa-2977	54	12	.	.	PUNCT
ajfa-2977	55	1	he	he	PRON
ajfa-2977	55	2	risk	risk	NOUN
ajfa-2977	55	3	of	of	ADP
ajfa-2977	55	4	b	b	NOUN
ajfa-2977	55	5	di,2007	di,2007	NOUN
ajfa-2977	55	6	)	)	PUNCT
ajfa-2977	55	7	.	.	PUNCT
ajfa-2977	56	1	fr	fr	PROPN
ajfa-2977	56	2	possibility	possibility	NOUN
ajfa-2977	56	3	al,2007).ban	al,2007).ban	ADJ
ajfa-2977	56	4	state	state	NOUN
ajfa-2977	56	5	of	of	ADP
ajfa-2977	56	6	the	the	DET
ajfa-2977	56	7	f	f	PROPN
ajfa-2977	56	8	financial	financial	PROPN
ajfa-2977	56	9	ra	ra	PROPN
ajfa-2977	56	10	,	,	PUNCT
ajfa-2977	56	11	statistical	statistical	ADJ
ajfa-2977	56	12	are	be	AUX
ajfa-2977	56	13	divided	divide	VERB
ajfa-2977	56	14	l	l	NOUN
ajfa-2977	56	15	is	be	AUX
ajfa-2977	56	16	comp	comp	NOUN
ajfa-2977	56	17	he	he	PRON
ajfa-2977	56	18	total	total	VERB
ajfa-2977	56	19	cum	cum	PROPN
ajfa-2977	56	20	az	az	PROPN
ajfa-2977	56	21	,	,	PUNCT
ajfa-2977	56	22	rough	rough	ADJ
ajfa-2977	56	23	s	s	VERB
ajfa-2977	56	24	mposed	mpose	VERB
ajfa-2977	56	25	art	art	NOUN
ajfa-2977	56	26	s	s	NOUN
ajfa-2977	56	27	of	of	ADP
ajfa-2977	56	28	sheet	sheet	NOUN
ajfa-2977	56	29	ory	ory	NOUN
ajfa-2977	56	30	and	and	CCONJ
ajfa-2977	56	31	t	t	PROPN
ajfa-2977	56	32	ditional	ditional	ADJ
ajfa-2977	56	33	like	like	ADP
ajfa-2977	56	34	ran	ran	NOUN
ajfa-2977	56	35	"	"	PUNCT
ajfa-2977	56	36	.	.	PUNCT
ajfa-2977	57	1	the	the	DET
ajfa-2977	57	2	r	r	PROPN
ajfa-2977	57	3	bles	bles	PROPN
ajfa-2977	57	4	curren	curren	NOUN
ajfa-2977	57	5	have	have	VERB
ajfa-2977	57	6	maxim	maxim	NOUN
ajfa-2977	57	7	mijani	mijani	PROPN
ajfa-2977	57	8	et	et	PROPN
ajfa-2977	57	9	minant	minant	PROPN
ajfa-2977	57	10	analy	analy	PROPN
ajfa-2977	57	11	e	e	PROPN
ajfa-2977	57	12	discrimina	discrimina	PROPN
ajfa-2977	57	13	accuracy	accuracy	NOUN
ajfa-2977	57	14	is	be	AUX
ajfa-2977	57	15	del	del	PROPN
ajfa-2977	57	16	predicti	predicti	PROPN
ajfa-2977	58	1	t	t	PROPN
ajfa-2977	59	1	al,2011)h	al,2011)h	NOUN
ajfa-2977	59	2	usiness	usiness	NOUN
ajfa-2977	59	3	fail	fail	VERB
ajfa-2977	59	4	uracy	uracy	NOUN
ajfa-2977	59	5	was	be	AUX
ajfa-2977	59	6	fo	fo	ADP
ajfa-2977	59	7	r	r	NOUN
ajfa-2977	59	8	study	study	NOUN
ajfa-2977	59	9	conc	conc	VERB
ajfa-2977	59	10	ughton	ughton	NOUN
ajfa-2977	59	11	1994	1994	NUM
ajfa-2977	59	12	,	,	PUNCT
ajfa-2977	59	13	on	on	ADP
ajfa-2977	59	14	of	of	ADP
ajfa-2977	59	15	cash	cash	NOUN
ajfa-2977	59	16	sis	sis	NOUN
ajfa-2977	59	17	models	model	NOUN
ajfa-2977	59	18	.	.	PUNCT
ajfa-2977	60	1	t	t	PROPN
ajfa-2977	60	2	finance	finance	PROPN
ajfa-2977	60	3	&	&	CCONJ
ajfa-2977	60	4	ac	ac	PROPN
ajfa-2977	60	5	issn	issn	PROPN
ajfa-2977	60	6	19	19	NUM
ajfa-2977	60	7	2013	2013	NUM
ajfa-2977	60	8	,	,	PUNCT
ajfa-2977	60	9	vol	vol	NOUN
ajfa-2977	60	10	.	.	PUNCT
ajfa-2977	60	11	www.macrothi	www.macrothi	PUNCT
ajfa-2977	61	1	ankruptcy	ankruptcy	NOUN
ajfa-2977	61	2	h	h	PROPN
ajfa-2977	61	3	research	research	PROPN
ajfa-2977	61	4	h	h	PROPN
ajfa-2977	61	5	re	re	X
ajfa-2977	61	6	creditors	creditor	NOUN
ajfa-2977	61	7	lity	lity	NOUN
ajfa-2977	61	8	of	of	ADP
ajfa-2977	61	9	com	com	NOUN
ajfa-2977	61	10	ca	can	AUX
ajfa-2977	61	11	nt	not	PART
ajfa-2977	61	12	impact	impact	VERB
ajfa-2977	61	13	bankruptcy	bankruptcy	NOUN
ajfa-2977	61	14	rom	rom	NOUN
ajfa-2977	61	15	a	a	DET
ajfa-2977	61	16	mana	mana	PROPN
ajfa-2977	61	17	to	to	ADP
ajfa-2977	61	18	adoption	adoption	NOUN
ajfa-2977	61	19	nkruptcy	nkruptcy	NOUN
ajfa-2977	61	20	pr	pr	PROPN
ajfa-2977	61	21	e	e	PROPN
ajfa-2977	61	22	company	company	NOUN
ajfa-2977	61	23	'	'	PART
ajfa-2977	61	24	atio	atio	NOUN
ajfa-2977	61	25	.	.	PUNCT
ajfa-2977	62	1	modeling	modeling	NOUN
ajfa-2977	62	2	,	,	PUNCT
ajfa-2977	62	3	a	a	DET
ajfa-2977	62	4	d	d	NOUN
ajfa-2977	62	5	into	into	ADP
ajfa-2977	62	6	two	two	NUM
ajfa-2977	62	7	posed	pose	VERB
ajfa-2977	62	8	of	of	ADP
ajfa-2977	62	9	m	m	NOUN
ajfa-2977	62	10	mulative	mulative	ADJ
ajfa-2977	62	11	and	and	CCONJ
ajfa-2977	62	12	sets	set	NOUN
ajfa-2977	62	13	,	,	PUNCT
ajfa-2977	62	14	suppor	suppor	VERB
ajfa-2977	62	15	tificial	tificial	ADJ
ajfa-2977	62	16	inte	inte	NOUN
ajfa-2977	62	17	/	/	SYM
ajfa-2977	62	18	entropy	entropy	PROPN
ajfa-2977	62	19	theories	theory	NOUN
ajfa-2977	62	20	of	of	ADP
ajfa-2977	62	21	elihood	elihood	NOUN
ajfa-2977	62	22	of	of	ADP
ajfa-2977	62	23	results	result	NOUN
ajfa-2977	62	24	show	show	VERB
ajfa-2977	62	25	nt	nt	ADP
ajfa-2977	62	26	assets	asset	NOUN
ajfa-2977	62	27	to	to	PART
ajfa-2977	62	28	imum	imum	VERB
ajfa-2977	62	29	of	of	ADP
ajfa-2977	62	30	pr	pr	NOUN
ajfa-2977	62	31	al	al	PROPN
ajfa-2977	62	32	2005	2005	NUM
ajfa-2977	62	33	,	,	PUNCT
ajfa-2977	62	34	)	)	PUNCT
ajfa-2977	63	1	va	va	PROPN
ajfa-2977	63	2	ysis	ysis	NOUN
ajfa-2977	63	3	fulmer	fulmer	PROPN
ajfa-2977	63	4	ant	ant	PROPN
ajfa-2977	63	5	analysis	analysis	NOUN
ajfa-2977	63	6	s	s	VERB
ajfa-2977	63	7	for	for	ADP
ajfa-2977	63	8	years	year	NOUN
ajfa-2977	63	9	t	t	NOUN
ajfa-2977	63	10	ion	ion	NOUN
ajfa-2977	63	11	accurac	accurac	NOUN
ajfa-2977	63	12	houghton	houghton	PROPN
ajfa-2977	63	13	(	(	PUNCT
ajfa-2977	63	14	19	19	NUM
ajfa-2977	63	15	lure	lure	NOUN
ajfa-2977	63	16	"	"	PUNCT
ajfa-2977	63	17	using	use	VERB
ajfa-2977	63	18	or	or	CCONJ
ajfa-2977	63	19	the	the	DET
ajfa-2977	63	20	first	first	ADJ
ajfa-2977	63	21	cluded	clude	VERB
ajfa-2977	63	22	that	that	SCONJ
ajfa-2977	63	23	4)aziz	4)aziz	NUM
ajfa-2977	63	24	et	et	NOUN
ajfa-2977	63	25	a	a	DET
ajfa-2977	63	26	h	h	NOUN
ajfa-2977	63	27	flow	flow	NOUN
ajfa-2977	63	28	mo	mo	PROPN
ajfa-2977	63	29	the	the	DET
ajfa-2977	63	30	results	result	NOUN
ajfa-2977	63	31	ccounting	ccounte	VERB
ajfa-2977	63	32	946	946	NUM
ajfa-2977	63	33	-	-	PUNCT
ajfa-2977	63	34	052x	052x	NOUN
ajfa-2977	63	35	5	5	NUM
ajfa-2977	63	36	,	,	PUNCT
ajfa-2977	63	37	no	no	INTJ
ajfa-2977	63	38	.	.	NOUN
ajfa-2977	63	39	1	1	NUM
ajfa-2977	63	40	ink.org/ajfa	ink.org/ajfa	NOUN
ajfa-2977	63	41	has	have	AUX
ajfa-2977	63	42	been	be	AUX
ajfa-2977	63	43	has	have	VERB
ajfa-2977	63	44	great	great	ADJ
ajfa-2977	63	45	respond	respond	NOUN
ajfa-2977	63	46	mpany	mpany	NOUN
ajfa-2977	63	47	’s	’s	PART
ajfa-2977	63	48	t	t	NOUN
ajfa-2977	63	49	on	on	ADP
ajfa-2977	63	50	the	the	DET
ajfa-2977	63	51	adopt	adopt	NOUN
ajfa-2977	63	52	to	to	PART
ajfa-2977	63	53	agement	agement	VERB
ajfa-2977	63	54	n	n	PRON
ajfa-2977	63	55	timely	timely	ADJ
ajfa-2977	63	56	rediction	rediction	NOUN
ajfa-2977	63	57	s	s	NOUN
ajfa-2977	63	58	in	in	ADP
ajfa-2977	63	59	that	that	DET
ajfa-2977	63	60	artificial	artificial	ADJ
ajfa-2977	63	61	groups	group	NOUN
ajfa-2977	63	62	,	,	PUNCT
ajfa-2977	63	63	multiple	multiple	ADJ
ajfa-2977	63	64	d	d	X
ajfa-2977	63	65	partial	partial	ADJ
ajfa-2977	63	66	rt	rt	PROPN
ajfa-2977	63	67	vector	vector	NOUN
ajfa-2977	63	68	elligence	elligence	NOUN
ajfa-2977	63	69	theory	theory	NOUN
ajfa-2977	63	70	,	,	PUNCT
ajfa-2977	63	71	f	f	PROPN
ajfa-2977	63	72	credit	credit	NOUN
ajfa-2977	63	73	optimal	optimal	ADJ
ajfa-2977	63	74	we	we	PRON
ajfa-2977	63	75	d	d	PROPN
ajfa-2977	63	76	four	four	NUM
ajfa-2977	63	77	current	current	ADJ
ajfa-2977	63	78	redictive	redictive	ADJ
ajfa-2977	63	79	adiee	adiee	NOUN
ajfa-2977	63	80	et	et	NOUN
ajfa-2977	63	81	models	model	NOUN
ajfa-2977	63	82	.	.	PUNCT
ajfa-2977	64	1	s	s	PART
ajfa-2977	64	2	fulmer	fulmer	PROPN
ajfa-2977	64	3	t	t	PROPN
ajfa-2977	64	4	,	,	PUNCT
ajfa-2977	64	5	t-1and	t-1and	NOUN
ajfa-2977	64	6	cy	cy	PROPN
ajfa-2977	64	7	is	be	AUX
ajfa-2977	64	8	for	for	ADP
ajfa-2977	64	9	)	)	PUNCT
ajfa-2977	64	10	994	994	NUM
ajfa-2977	64	11	did	do	VERB
ajfa-2977	64	12	logistic	logistic	ADJ
ajfa-2977	64	13	years	year	NOUN
ajfa-2977	64	14	to	to	ADP
ajfa-2977	64	15	a	a	DET
ajfa-2977	64	16	better	well	ADJ
ajfa-2977	64	17	l	l	NOUN
ajfa-2977	64	18	(	(	PUNCT
ajfa-2977	64	19	1988	1988	NUM
ajfa-2977	64	20	)	)	PUNCT
ajfa-2977	64	21	dels	del	NOUN
ajfa-2977	64	22	"	"	PUNCT
ajfa-2977	64	23	to	to	PART
ajfa-2977	64	24	showed	show	VERB
ajfa-2977	64	25	better	well	ADJ
ajfa-2977	64	26	p	p	NOUN
ajfa-2977	64	27	discrim	discrim	NOUN
ajfa-2977	64	28	the	the	DET
ajfa-2977	64	29	res	re	NOUN
ajfa-2977	64	30	compar	compar	NOUN
ajfa-2977	64	31	overall	overall	ADV
ajfa-2977	64	32	to	to	ADP
ajfa-2977	64	33	89	89	NUM
ajfa-2977	64	34	p	p	NOUN
ajfa-2977	64	35	sample	sample	NOUN
ajfa-2977	64	36	importa	importa	NOUN
ajfa-2977	64	37	size	size	NOUN
ajfa-2977	64	38	,	,	PUNCT
ajfa-2977	64	39	in	in	ADP
ajfa-2977	64	40	and	and	CCONJ
ajfa-2977	64	41	pro	pro	ADJ
ajfa-2977	64	42	(	(	PUNCT
ajfa-2977	64	43	lennox	lennox	PROPN
ajfa-2977	64	44	thus	thus	ADV
ajfa-2977	64	45	,	,	PUNCT
ajfa-2977	64	46	th	th	X
ajfa-2977	64	47	exchan	exchan	ADP
ajfa-2977	64	48	bankrup	bankrup	NOUN
ajfa-2977	64	49	3	3	NUM
ajfa-2977	64	50	.	.	PUNCT
ajfa-2977	64	51	meth	meth	NOUN
ajfa-2977	64	52	in	in	ADP
ajfa-2977	64	53	this	this	DET
ajfa-2977	64	54	probit	probit	NOUN
ajfa-2977	64	55	,	,	PUNCT
ajfa-2977	64	56	busines	busine	VERB
ajfa-2977	64	57	the	the	DET
ajfa-2977	64	58	rank	rank	PROPN
ajfa-2977	64	59	likeliho	likeliho	PROPN
ajfa-2977	64	60	followin	followin	PROPN
ajfa-2977	64	61	where	where	SCONJ
ajfa-2977	64	62	,	,	PUNCT
ajfa-2977	64	63	paramet	paramet	NOUN
ajfa-2977	64	64	p(z	p(z	PROPN
ajfa-2977	64	65	)	)	PUNCT
ajfa-2977	64	66	wil	wil	VERB
ajfa-2977	64	67	resultin	resultin	NOUN
ajfa-2977	64	68	event	event	PROPN
ajfa-2977	64	69	o	o	PROPN
ajfa-2977	64	70	include	include	VERB
ajfa-2977	64	71	probit	probit	NOUN
ajfa-2977	64	72	m	m	VERB
ajfa-2977	64	73	the	the	DET
ajfa-2977	64	74	valu	valu	NOUN
ajfa-2977	64	75	to	to	PART
ajfa-2977	64	76	logi	logi	VERB
ajfa-2977	64	77	than	than	SCONJ
ajfa-2977	64	78	cum	cum	NOUN
ajfa-2977	64	79	performance	performance	NOUN
ajfa-2977	64	80	minant	minant	PROPN
ajfa-2977	64	81	analy	analy	PROPN
ajfa-2977	64	82	ults	ult	NOUN
ajfa-2977	64	83	showed	show	VERB
ajfa-2977	64	84	re	re	VERB
ajfa-2977	64	85	with	with	ADP
ajfa-2977	64	86	desi	desi	NOUN
ajfa-2977	64	87	accuracy	accuracy	NOUN
ajfa-2977	64	88	be	be	AUX
ajfa-2977	64	89	percent	percent	NOUN
ajfa-2977	64	90	(	(	PUNCT
ajfa-2977	64	91	az	az	NOUN
ajfa-2977	64	92	including	include	VERB
ajfa-2977	64	93	ant	ant	PROPN
ajfa-2977	64	94	bankrup	bankrup	PROPN
ajfa-2977	64	95	ndustrial	ndustrial	PROPN
ajfa-2977	64	96	sec	sec	PROPN
ajfa-2977	64	97	obit	obit	NOUN
ajfa-2977	64	98	models	model	NOUN
ajfa-2977	64	99	x	x	X
ajfa-2977	64	100	,	,	PUNCT
ajfa-2977	64	101	1999	1999	NUM
ajfa-2977	64	102	)	)	PUNCT
ajfa-2977	64	103	.	.	PUNCT
ajfa-2977	65	1	his	his	PRON
ajfa-2977	65	2	study	study	NOUN
ajfa-2977	65	3	to	to	ADP
ajfa-2977	65	4	nge	nge	NOUN
ajfa-2977	65	5	,	,	PUNCT
ajfa-2977	65	6	compa	compa	PROPN
ajfa-2977	65	7	ptcy	ptcy	NOUN
ajfa-2977	65	8	such	such	ADJ
ajfa-2977	65	9	l	l	NOUN
ajfa-2977	65	10	hodology	hodology	NOUN
ajfa-2977	65	11	study	study	NOUN
ajfa-2977	65	12	,	,	PUNCT
ajfa-2977	65	13	we	we	PRON
ajfa-2977	65	14	and	and	CCONJ
ajfa-2977	65	15	multip	multip	ADJ
ajfa-2977	65	16	ss	ss	NOUN
ajfa-2977	65	17	failures	failure	NOUN
ajfa-2977	65	18	.	.	PUNCT
ajfa-2977	66	1	b	b	DET
ajfa-2977	66	2	king	king	NOUN
ajfa-2977	66	3	of	of	ADP
ajfa-2977	66	4	eve	eve	PROPN
ajfa-2977	66	5	ood	ood	PROPN
ajfa-2977	66	6	in	in	ADP
ajfa-2977	66	7	a	a	DET
ajfa-2977	66	8	def	def	ADJ
ajfa-2977	66	9	ng	ng	PROPN
ajfa-2977	66	10	formula	formula	NOUN
ajfa-2977	66	11	:	:	PUNCT
ajfa-2977	66	12	xi	xi	X
ajfa-2977	66	13	(	(	PUNCT
ajfa-2977	66	14	i=1	i=1	PROPN
ajfa-2977	66	15	,	,	PUNCT
ajfa-2977	66	16	…	…	PUNCT
ajfa-2977	66	17	ters	ter	NOUN
ajfa-2977	66	18	of	of	ADP
ajfa-2977	66	19	the	the	DET
ajfa-2977	66	20	m	m	NOUN
ajfa-2977	66	21	ll	ll	AUX
ajfa-2977	66	22	tend	tend	VERB
ajfa-2977	66	23	to	to	PART
ajfa-2977	66	24	ze	ze	PROPN
ajfa-2977	66	25	ng	ng	PROPN
ajfa-2977	66	26	likelihoo	likelihoo	PROPN
ajfa-2977	66	27	or	or	CCONJ
ajfa-2977	66	28	not	not	PART
ajfa-2977	66	29	,	,	PUNCT
ajfa-2977	66	30	predi	predi	NOUN
ajfa-2977	66	31	a	a	DET
ajfa-2977	66	32	range	range	NOUN
ajfa-2977	66	33	of	of	ADP
ajfa-2977	66	34	model	model	NOUN
ajfa-2977	66	35	is	be	AUX
ajfa-2977	66	36	use	use	VERB
ajfa-2977	66	37	ues	ue	NOUN
ajfa-2977	66	38	0	0	NUM
ajfa-2977	66	39	and	and	CCONJ
ajfa-2977	66	40	1	1	NUM
ajfa-2977	66	41	.	.	X
ajfa-2977	66	42	t	t	NOUN
ajfa-2977	66	43	models	model	NOUN
ajfa-2977	66	44	.	.	PUNCT
ajfa-2977	67	1	b	b	X
ajfa-2977	67	2	mulative	mulative	ADJ
ajfa-2977	67	3	lo	lo	PROPN
ajfa-2977	67	4	e	e	PROPN
ajfa-2977	67	5	of	of	ADP
ajfa-2977	67	6	logistic	logistic	ADJ
ajfa-2977	67	7	sis	sis	NOUN
ajfa-2977	67	8	.	.	PUNCT
ajfa-2977	68	1	d	d	X
ajfa-2977	68	2	better	well	ADJ
ajfa-2977	68	3	perf	perf	NOUN
ajfa-2977	68	4	igned	igned	ADJ
ajfa-2977	68	5	mode	mode	NOUN
ajfa-2977	68	6	etween	etween	VERB
ajfa-2977	68	7	79	79	NUM
ajfa-2977	68	8	%	%	NOUN
ajfa-2977	68	9	ziz	ziz	NOUN
ajfa-2977	68	10	et	et	NOUN
ajfa-2977	68	11	al,198	al,198	NOUN
ajfa-2977	68	12	949	949	NUM
ajfa-2977	68	13	englis	englis	PROPN
ajfa-2977	68	14	ptcy	ptcy	NOUN
ajfa-2977	68	15	factors	factor	NOUN
ajfa-2977	68	16	ction	ction	NOUN
ajfa-2977	68	17	,	,	PUNCT
ajfa-2977	68	18	and	and	CCONJ
ajfa-2977	68	19	e	e	NOUN
ajfa-2977	68	20	s	s	PROPN
ajfa-2977	68	21	,	,	PUNCT
ajfa-2977	68	22	compared	compare	VERB
ajfa-2977	68	23	o	o	NOUN
ajfa-2977	68	24	predict	predict	VERB
ajfa-2977	68	25	the	the	DET
ajfa-2977	68	26	aring	aring	NOUN
ajfa-2977	68	27	the	the	DET
ajfa-2977	68	28	re	re	ADJ
ajfa-2977	68	29	ogit	ogit	PROPN
ajfa-2977	68	30	,	,	PUNCT
ajfa-2977	68	31	probit	probit	NOUN
ajfa-2977	68	32	use	use	NOUN
ajfa-2977	68	33	to	to	PART
ajfa-2977	68	34	pre	pre	VERB
ajfa-2977	68	35	le	le	X
ajfa-2977	68	36	discrimin	discrimin	NOUN
ajfa-2977	68	37	by	by	ADP
ajfa-2977	68	38	allocatin	allocatin	PROPN
ajfa-2977	68	39	ery	ery	PROPN
ajfa-2977	68	40	sample	sample	PROPN
ajfa-2977	68	41	finite	finite	PROPN
ajfa-2977	68	42	group	group	NOUN
ajfa-2977	68	43	.	.	PUNCT
ajfa-2977	69	1	:	:	PUNCT
ajfa-2977	69	2	,	,	PUNCT
ajfa-2977	69	3	n	n	CCONJ
ajfa-2977	69	4	)	)	PUNCT
ajfa-2977	69	5	shows	show	VERB
ajfa-2977	69	6	model	model	NOUN
ajfa-2977	69	7	.	.	PUNCT
ajfa-2977	70	1	p	p	X
ajfa-2977	70	2	(	(	PUNCT
ajfa-2977	70	3	z	z	NOUN
ajfa-2977	70	4	)	)	PUNCT
ajfa-2977	70	5	ero	ero	PROPN
ajfa-2977	70	6	and	and	CCONJ
ajfa-2977	70	7	if	if	SCONJ
ajfa-2977	70	8	z	z	PROPN
ajfa-2977	70	9	od	od	X
ajfa-2977	70	10	equal	equal	ADJ
ajfa-2977	70	11	to0	to0	ADP
ajfa-2977	70	12	icted	icte	VERB
ajfa-2977	70	13	likelih	likelih	ADJ
ajfa-2977	70	14	values	value	NOUN
ajfa-2977	70	15	betw	betw	PROPN
ajfa-2977	70	16	ed	ed	NOUN
ajfa-2977	70	17	when	when	SCONJ
ajfa-2977	70	18	the	the	PRON
ajfa-2977	70	19	.	.	PUNCT
ajfa-2977	71	1	(	(	PUNCT
ajfa-2977	71	2	such	such	ADJ
ajfa-2977	71	3	as	as	ADP
ajfa-2977	71	4	b	b	PROPN
ajfa-2977	71	5	but	but	CCONJ
ajfa-2977	71	6	,	,	PUNCT
ajfa-2977	71	7	the	the	DET
ajfa-2977	71	8	form	form	NOUN
ajfa-2977	71	9	gistic	gistic	ADJ
ajfa-2977	71	10	funct	funct	NOUN
ajfa-2977	71	11	c	c	NOUN
ajfa-2977	71	12	regression	regression	NOUN
ajfa-2977	71	13	formance	formance	NOUN
ajfa-2977	71	14	of	of	ADP
ajfa-2977	71	15	el	el	PROPN
ajfa-2977	71	16	based	base	VERB
ajfa-2977	71	17	on	on	ADP
ajfa-2977	71	18	9	9	NUM
ajfa-2977	71	19	to	to	PART
ajfa-2977	71	20	%	%	NOUN
ajfa-2977	71	21	92	92	NUM
ajfa-2977	71	22	an	an	DET
ajfa-2977	71	23	88).lennox	88).lennox	NUM
ajfa-2977	71	24	(	(	PUNCT
ajfa-2977	71	25	sh	sh	PROPN
ajfa-2977	71	26	compani	compani	PROPN
ajfa-2977	71	27	include	include	VERB
ajfa-2977	71	28	pr	pr	X
ajfa-2977	71	29	economic	economic	ADJ
ajfa-2977	71	30	cy	cy	PROPN
ajfa-2977	71	31	d	d	PROPN
ajfa-2977	71	32	with	with	ADP
ajfa-2977	71	33	disc	disc	NOUN
ajfa-2977	71	34	e	e	NOUN
ajfa-2977	71	35	bankruptcy	bankruptcy	NOUN
ajfa-2977	71	36	esults	esult	NOUN
ajfa-2977	71	37	of	of	ADP
ajfa-2977	71	38	t	t	PROPN
ajfa-2977	71	39	t	t	PROPN
ajfa-2977	71	40	,	,	PUNCT
ajfa-2977	71	41	and	and	CCONJ
ajfa-2977	71	42	multip	multip	PROPN
ajfa-2977	71	43	dict	dict	PROPN
ajfa-2977	71	44	corpor	corpor	PROPN
ajfa-2977	71	45	nant	nant	PROPN
ajfa-2977	71	46	analys	analys	PROPN
ajfa-2977	71	47	ng	ng	PROPN
ajfa-2977	71	48	some	some	DET
ajfa-2977	71	49	w	w	PROPN
ajfa-2977	71	50	company	company	NOUN
ajfa-2977	71	51	.	.	PUNCT
ajfa-2977	71	52	.	.	PUNCT
ajfa-2977	72	1	success	success	NOUN
ajfa-2977	72	2	or	or	CCONJ
ajfa-2977	72	3	11	11	NUM
ajfa-2977	72	4	e	e	NOUN
ajfa-2977	72	5	independen	independen	ADJ
ajfa-2977	72	6	)	)	PUNCT
ajfa-2977	72	7	likelihood	likelihood	NOUN
ajfa-2977	72	8	z	z	NOUN
ajfa-2977	72	9	move	move	VERB
ajfa-2977	72	10	into	into	ADP
ajfa-2977	72	11	0.5.logit	0.5.logit	ADP
ajfa-2977	72	12	an	an	DET
ajfa-2977	72	13	hood	hood	NOUN
ajfa-2977	72	14	of	of	ADP
ajfa-2977	72	15	the	the	DET
ajfa-2977	72	16	ween	ween	PROPN
ajfa-2977	72	17	0	0	PUNCT
ajfa-2977	73	1	and	and	CCONJ
ajfa-2977	73	2	e	e	PROPN
ajfa-2977	73	3	dependent	dependent	ADJ
ajfa-2977	73	4	ankruptcy	ankruptcy	NOUN
ajfa-2977	73	5	a	a	DET
ajfa-2977	73	6	mer	mer	PROPN
ajfa-2977	73	7	uses	use	VERB
ajfa-2977	73	8	cu	cu	PROPN
ajfa-2977	73	9	ion	ion	NOUN
ajfa-2977	73	10	.	.	PUNCT
ajfa-2977	74	1	,	,	PUNCT
ajfa-2977	74	2	a	a	DET
ajfa-2977	74	3	p	p	NOUN
ajfa-2977	74	4	a	a	DET
ajfa-2977	74	5	51	51	NUM
ajfa-2977	74	6	n	n	NUM
ajfa-2977	74	7	model	model	NOUN
ajfa-2977	74	8	,	,	PUNCT
ajfa-2977	74	9	th	th	X
ajfa-2977	74	10	f	f	PROPN
ajfa-2977	74	11	designed	design	VERB
ajfa-2977	74	12	m	m	PROPN
ajfa-2977	74	13	n	n	PRON
ajfa-2977	74	14	multiple	multiple	ADJ
ajfa-2977	75	1	d	d	INTJ
ajfa-2977	75	2	nd	nd	INTJ
ajfa-2977	75	3	was	be	AUX
ajfa-2977	75	4	accu	accu	PROPN
ajfa-2977	75	5	(	(	PUNCT
ajfa-2977	75	6	1999)exam	1999)exam	NUM
ajfa-2977	75	7	ies	ie	NOUN
ajfa-2977	75	8	since	since	SCONJ
ajfa-2977	75	9	1	1	NUM
ajfa-2977	75	10	rofitability	rofitability	NOUN
ajfa-2977	75	11	,	,	PUNCT
ajfa-2977	75	12	ycles	ycle	NOUN
ajfa-2977	75	13	.	.	PUNCT
ajfa-2977	76	1	the	the	DET
ajfa-2977	76	2	criminant	criminant	NOUN
ajfa-2977	76	3	an	an	DET
ajfa-2977	76	4	y	y	PROPN
ajfa-2977	76	5	likelihood	likelihood	NOUN
ajfa-2977	76	6	the	the	DET
ajfa-2977	76	7	applica	applica	PROPN
ajfa-2977	76	8	ple	ple	PROPN
ajfa-2977	76	9	-	-	PUNCT
ajfa-2977	76	10	discrim	discrim	NOUN
ajfa-2977	76	11	rate	rate	NOUN
ajfa-2977	76	12	bankru	bankru	PROPN
ajfa-2977	76	13	sis	sis	PROPN
ajfa-2977	76	14	.	.	PUNCT
ajfa-2977	77	1	logit	logit	PROPN
ajfa-2977	77	2	m	m	VERB
ajfa-2977	77	3	weights	weight	NOUN
ajfa-2977	77	4	to	to	PART
ajfa-2977	77	5	in	in	ADP
ajfa-2977	77	6	this	this	DET
ajfa-2977	77	7	ranki	ranki	NOUN
ajfa-2977	77	8	r	r	NOUN
ajfa-2977	77	9	failure	failure	NOUN
ajfa-2977	77	10	lik	lik	VERB
ajfa-2977	77	11	1	1	NUM
ajfa-2977	77	12	e	e	NOUN
ajfa-2977	77	13	nt	not	PART
ajfa-2977	77	14	variables	variable	NOUN
ajfa-2977	77	15	d	d	PROPN
ajfa-2977	77	16	is	be	AUX
ajfa-2977	77	17	a	a	DET
ajfa-2977	77	18	numb	numb	ADJ
ajfa-2977	78	1	+	+	NOUN
ajfa-2977	78	2	∞	∞	NOUN
ajfa-2977	78	3	,	,	PUNCT
ajfa-2977	78	4	p(z	p(z	NOUN
ajfa-2977	78	5	)	)	PUNCT
ajfa-2977	78	6	w	w	NOUN
ajfa-2977	78	7	analysis	analysis	NOUN
ajfa-2977	78	8	inst	inst	NOUN
ajfa-2977	78	9	event	event	NOUN
ajfa-2977	78	10	.	.	PUNCT
ajfa-2977	79	1	thu	thu	PROPN
ajfa-2977	79	2	1	1	NUM
ajfa-2977	79	3	.	.	PUNCT
ajfa-2977	79	4	t	t	PROPN
ajfa-2977	79	5	variable	variable	NOUN
ajfa-2977	79	6	,	,	PUNCT
ajfa-2977	79	7	w	w	NOUN
ajfa-2977	79	8	and	and	CCONJ
ajfa-2977	79	9	non	non	ADJ
ajfa-2977	79	10	-	-	ADJ
ajfa-2977	79	11	ban	ban	ADJ
ajfa-2977	79	12	umulative	umulative	ADJ
ajfa-2977	79	13	li	li	PROPN
ajfa-2977	79	14	a	a	DET
ajfa-2977	79	15	=	=	X
ajfa-2977	79	16	asian	asian	PROPN
ajfa-2977	79	17	e	e	PROPN
ajfa-2977	79	18	model	model	NOUN
ajfa-2977	79	19	wa	wa	PROPN
ajfa-2977	79	20	model	model	PROPN
ajfa-2977	79	21	by	by	ADP
ajfa-2977	79	22	th	th	X
ajfa-2977	79	23	discriminan	discriminan	NOUN
ajfa-2977	79	24	uracy	uracy	NOUN
ajfa-2977	79	25	of	of	ADP
ajfa-2977	79	26	dis	dis	PROPN
ajfa-2977	79	27	mined	mine	VERB
ajfa-2977	79	28	the	the	DET
ajfa-2977	79	29	re	re	ADJ
ajfa-2977	79	30	1978	1978	NUM
ajfa-2977	79	31	-	-	SYM
ajfa-2977	79	32	1994	1994	NUM
ajfa-2977	79	33	.	.	PUNCT
ajfa-2977	80	1	financial	financial	ADJ
ajfa-2977	80	2	le	le	X
ajfa-2977	80	3	results	result	NOUN
ajfa-2977	80	4	show	show	VERB
ajfa-2977	80	5	nalysis	nalysis	NOUN
ajfa-2977	80	6	in	in	ADP
ajfa-2977	80	7	p	p	PROPN
ajfa-2977	80	8	d	d	PROPN
ajfa-2977	80	9	of	of	ADP
ajfa-2977	80	10	manufa	manufa	PROPN
ajfa-2977	80	11	tion	tion	NOUN
ajfa-2977	80	12	of	of	ADP
ajfa-2977	80	13	3	3	NUM
ajfa-2977	80	14	minant	minant	PROPN
ajfa-2977	80	15	analy	analy	NOUN
ajfa-2977	80	16	uptcy	uptcy	NOUN
ajfa-2977	80	17	from	from	ADP
ajfa-2977	80	18	t	t	PROPN
ajfa-2977	80	19	model	model	NOUN
ajfa-2977	80	20	has	have	VERB
ajfa-2977	80	21	w	w	PROPN
ajfa-2977	80	22	ndependent	ndependent	PROPN
ajfa-2977	80	23	ing	ing	NOUN
ajfa-2977	80	24	is	be	AUX
ajfa-2977	80	25	used	use	VERB
ajfa-2977	80	26	kelihood	kelihood	PROPN
ajfa-2977	80	27	in	in	ADP
ajfa-2977	80	28	t	t	PROPN
ajfa-2977	80	29	1	1	NUM
ajfa-2977	80	30	...	...	PUNCT
ajfa-2977	81	1	s	s	X
ajfa-2977	81	2	,	,	PUNCT
ajfa-2977	81	3	and	and	CCONJ
ajfa-2977	81	4	a	a	DET
ajfa-2977	81	5	an	an	DET
ajfa-2977	81	6	er	er	INTJ
ajfa-2977	81	7	between	between	X
ajfa-2977	81	8	will	will	AUX
ajfa-2977	81	9	tend	tend	VERB
ajfa-2977	81	10	to	to	PART
ajfa-2977	81	11	tead	tead	VERB
ajfa-2977	81	12	of	of	ADP
ajfa-2977	81	13	pre	pre	ADJ
ajfa-2977	81	14	us	us	PROPN
ajfa-2977	81	15	dependen	dependen	PROPN
ajfa-2977	81	16	was	be	AUX
ajfa-2977	81	17	qualitati	qualitati	NOUN
ajfa-2977	81	18	nkruptcy)pr	nkruptcy)pr	PROPN
ajfa-2977	82	1	ikelihood	ikelihood	PROPN
ajfa-2977	82	2	fu	fu	PROPN
ajfa-2977	82	3	a	a	DET
ajfa-2977	82	4	n	n	NUM
ajfa-2977	82	5	journal	journal	NOUN
ajfa-2977	82	6	of	of	ADP
ajfa-2977	82	7	f	f	PROPN
ajfa-2977	82	8	as	as	SCONJ
ajfa-2977	82	9	designed	design	VERB
ajfa-2977	82	10	he	he	PRON
ajfa-2977	82	11	logistic	logistic	VERB
ajfa-2977	82	12	re	re	ADP
ajfa-2977	82	13	t	t	NOUN
ajfa-2977	82	14	analysis	analysis	NOUN
ajfa-2977	82	15	.	.	PUNCT
ajfa-2977	83	1	criminant	criminant	PROPN
ajfa-2977	83	2	a	a	DET
ajfa-2977	83	3	easons	eason	NOUN
ajfa-2977	83	4	for	for	ADP
ajfa-2977	83	5	t	t	PROPN
ajfa-2977	83	6	based	base	VERB
ajfa-2977	83	7	on	on	ADP
ajfa-2977	83	8	everage	everage	NOUN
ajfa-2977	83	9	,	,	PUNCT
ajfa-2977	83	10	cas	cas	X
ajfa-2977	83	11	we	we	PROPN
ajfa-2977	83	12	d	d	PROPN
ajfa-2977	83	13	higher	higher	ADV
ajfa-2977	83	14	predicting	predict	VERB
ajfa-2977	83	15	c	c	PROPN
ajfa-2977	83	16	acturing	acture	VERB
ajfa-2977	83	17	firm	firm	ADJ
ajfa-2977	83	18	statistical	statistical	ADJ
ajfa-2977	83	19	sis	sis	NOUN
ajfa-2977	83	20	.	.	PUNCT
ajfa-2977	84	1	three	three	NUM
ajfa-2977	84	2	statist	statist	ADJ
ajfa-2977	84	3	wide	wide	ADJ
ajfa-2977	84	4	applica	applica	PROPN
ajfa-2977	84	5	variables	variable	NOUN
ajfa-2977	84	6	,	,	PUNCT
ajfa-2977	84	7	t	t	PROPN
ajfa-2977	84	8	for	for	ADP
ajfa-2977	84	9	determ	determ	NOUN
ajfa-2977	84	10	this	this	DET
ajfa-2977	84	11	model	model	NOUN
ajfa-2977	84	12	i	i	PRON
ajfa-2977	84	13	nd	nd	VERB
ajfa-2977	84	14	bi	bi	INTJ
ajfa-2977	84	15	(	(	PUNCT
ajfa-2977	84	16	i=1	i=1	PROPN
ajfa-2977	84	17	,	,	PUNCT
ajfa-2977	84	18	…	…	PUNCT
ajfa-2977	84	19	0	0	NUM
ajfa-2977	84	20	and	and	CCONJ
ajfa-2977	84	21	1.if	1.if	NUM
ajfa-2977	85	1	1.when	1.when	NUM
ajfa-2977	85	2	z	z	X
ajfa-2977	86	1	i	i	PRON
ajfa-2977	86	2	edicting	edicte	VERB
ajfa-2977	86	3	wh	wh	VERB
ajfa-2977	86	4	nt	not	PART
ajfa-2977	86	5	variable	variable	ADJ
ajfa-2977	86	6	c	c	PROPN
ajfa-2977	86	7	ve	ve	AUX
ajfa-2977	86	8	and	and	CCONJ
ajfa-2977	86	9	be	be	AUX
ajfa-2977	86	10	a	a	DET
ajfa-2977	86	11	robit	robit	NOUN
ajfa-2977	86	12	models	model	NOUN
ajfa-2977	86	13	unction	unction	ADJ
ajfa-2977	86	14	whi	whi	PROPN
ajfa-2977	86	15	finance	finance	PROPN
ajfa-2977	86	16	&	&	CCONJ
ajfa-2977	86	17	ac	ac	PROPN
ajfa-2977	86	18	issn	issn	PROPN
ajfa-2977	86	19	19	19	NUM
ajfa-2977	86	20	2013	2013	NUM
ajfa-2977	86	21	,	,	PUNCT
ajfa-2977	86	22	vol	vol	NOUN
ajfa-2977	86	23	.	.	PUNCT
ajfa-2977	87	1	www.macrothi	www.macrothi	X
ajfa-2977	88	1	d	d	X
ajfa-2977	88	2	based	base	VERB
ajfa-2977	88	3	on	on	ADP
ajfa-2977	88	4	m	m	PROPN
ajfa-2977	88	5	egression	egression	NOUN
ajfa-2977	88	6	m	m	PROPN
ajfa-2977	88	7	logit	logit	PROPN
ajfa-2977	88	8	mode	mode	NOUN
ajfa-2977	88	9	analysis	analysis	NOUN
ajfa-2977	88	10	betw	betw	NOUN
ajfa-2977	88	11	the	the	DET
ajfa-2977	88	12	bankrup	bankrup	NOUN
ajfa-2977	88	13	lennox	lennox	NOUN
ajfa-2977	88	14	,	,	PUNCT
ajfa-2977	88	15	th	th	X
ajfa-2977	88	16	ash	ash	NOUN
ajfa-2977	88	17	flows	flow	NOUN
ajfa-2977	88	18	,	,	PUNCT
ajfa-2977	88	19	c	c	NOUN
ajfa-2977	88	20	r	r	NOUN
ajfa-2977	88	21	accuracy	accuracy	NOUN
ajfa-2977	88	22	o	o	PROPN
ajfa-2977	88	23	companies	company	NOUN
ajfa-2977	88	24	'	'	PART
ajfa-2977	88	25	ms	ms	NOUN
ajfa-2977	88	26	in	in	ADP
ajfa-2977	88	27	tehra	tehra	PROPN
ajfa-2977	88	28	models	model	NOUN
ajfa-2977	88	29	to	to	ADP
ajfa-2977	88	30	tical	tical	ADJ
ajfa-2977	88	31	model	model	NOUN
ajfa-2977	88	32	ations	ation	NOUN
ajfa-2977	88	33	in	in	ADP
ajfa-2977	88	34	pr	pr	X
ajfa-2977	88	35	this	this	DET
ajfa-2977	88	36	model	model	NOUN
ajfa-2977	88	37	mining	mining	NOUN
ajfa-2977	88	38	mem	mem	NOUN
ajfa-2977	88	39	is	be	AUX
ajfa-2977	88	40	calculate	calculate	NOUN
ajfa-2977	88	41	…	…	PUNCT
ajfa-2977	88	42	,	,	PUNCT
ajfa-2977	88	43	n	n	CCONJ
ajfa-2977	88	44	)	)	PUNCT
ajfa-2977	88	45	are	be	AUX
ajfa-2977	88	46	es	es	X
ajfa-2977	88	47	f	f	PROPN
ajfa-2977	88	48	z	z	NOUN
ajfa-2977	88	49	move	move	NOUN
ajfa-2977	88	50	in	in	ADP
ajfa-2977	88	51	is	be	AUX
ajfa-2977	88	52	equal	equal	ADJ
ajfa-2977	88	53	to	to	ADP
ajfa-2977	88	54	z	z	NOUN
ajfa-2977	88	55	hat	hat	NOUN
ajfa-2977	88	56	will	will	AUX
ajfa-2977	88	57	be	be	AUX
ajfa-2977	88	58	could	could	AUX
ajfa-2977	88	59	encom	encom	X
ajfa-2977	88	60	able	able	ADJ
ajfa-2977	88	61	to	to	PART
ajfa-2977	88	62	prov	prov	PROPN
ajfa-2977	88	63	s	s	PRON
ajfa-2977	88	64	are	be	AUX
ajfa-2977	88	65	mostly	mostly	ADV
ajfa-2977	88	66	ich	ich	NOUN
ajfa-2977	88	67	is	be	AUX
ajfa-2977	88	68	norma	norma	PROPN
ajfa-2977	88	69	ccounting	ccounte	VERB
ajfa-2977	88	70	946	946	NUM
ajfa-2977	88	71	-	-	PUNCT
ajfa-2977	88	72	052x	052x	NOUN
ajfa-2977	88	73	5	5	NUM
ajfa-2977	88	74	,	,	PUNCT
ajfa-2977	88	75	no	no	INTJ
ajfa-2977	88	76	.	.	NOUN
ajfa-2977	88	77	1	1	NUM
ajfa-2977	88	78	ink.org/ajfa	ink.org/ajfa	NOUN
ajfa-2977	88	79	multiple	multiple	ADJ
ajfa-2977	88	80	model	model	NOUN
ajfa-2977	88	81	,	,	PUNCT
ajfa-2977	88	82	in	in	ADP
ajfa-2977	88	83	els	el	NOUN
ajfa-2977	88	84	have	have	VERB
ajfa-2977	88	85	ween	ween	X
ajfa-2977	88	86	73	73	NUM
ajfa-2977	88	87	ptcy	ptcy	NOUN
ajfa-2977	88	88	of	of	ADP
ajfa-2977	88	89	a	a	DET
ajfa-2977	88	90	he	he	PRON
ajfa-2977	88	91	most	most	ADJ
ajfa-2977	88	92	company	company	NOUN
ajfa-2977	88	93	of	of	ADP
ajfa-2977	88	94	logit	logit	PROPN
ajfa-2977	88	95	failures	failure	VERB
ajfa-2977	88	96	an	an	DET
ajfa-2977	88	97	stock	stock	NOUN
ajfa-2977	88	98	predict	predict	VERB
ajfa-2977	88	99	ls	ls	PROPN
ajfa-2977	88	100	,	,	PUNCT
ajfa-2977	88	101	logit	logit	NOUN
ajfa-2977	88	102	,	,	PUNCT
ajfa-2977	88	103	redicting	redicte	VERB
ajfa-2977	88	104	predicts	predict	NOUN
ajfa-2977	88	105	mbership	mbership	PROPN
ajfa-2977	88	106	d	d	NOUN
ajfa-2977	88	107	by	by	ADP
ajfa-2977	88	108	the	the	DET
ajfa-2977	88	109	stimated	stimate	VERB
ajfa-2977	88	110	nto	nto	PROPN
ajfa-2977	88	111	∞	∞	PROPN
ajfa-2977	88	112	,	,	PUNCT
ajfa-2977	88	113	zero	zero	NUM
ajfa-2977	88	114	,	,	PUNCT
ajfa-2977	88	115	the	the	DET
ajfa-2977	88	116	actually	actually	ADV
ajfa-2977	88	117	mpass	mpass	NOUN
ajfa-2977	88	118	to	to	PART
ajfa-2977	88	119	vide	vide	VERB
ajfa-2977	88	120	only	only	ADV
ajfa-2977	88	121	y	y	PROPN
ajfa-2977	88	122	similar	similar	PROPN
ajfa-2977	88	123	al	al	PROPN
ajfa-2977	88	124	rather	rather	ADV
ajfa-2977	88	125	multipl	multipl	NOUN
ajfa-2977	88	126	into	into	ADP
ajfa-2977	88	127	dis	dis	PROPN
ajfa-2977	88	128	among	among	ADP
ajfa-2977	88	129	for	for	ADP
ajfa-2977	88	130	suc	suc	ADJ
ajfa-2977	88	131	prerequ	prerequ	NOUN
ajfa-2977	88	132	context	context	NOUN
ajfa-2977	88	133	identifie	identifie	NOUN
ajfa-2977	88	134	contain	contain	VERB
ajfa-2977	88	135	this	this	PRON
ajfa-2977	88	136	me	i	PRON
ajfa-2977	88	137	achieve	achieve	VERB
ajfa-2977	88	138	classifi	classifi	PROPN
ajfa-2977	88	139	multiva	multiva	PROPN
ajfa-2977	88	140	point	point	NOUN
ajfa-2977	88	141	,	,	PUNCT
ajfa-2977	88	142	it	it	PRON
ajfa-2977	88	143	the	the	DET
ajfa-2977	88	144	dis	dis	PROPN
ajfa-2977	88	145	equatio	equatio	NOUN
ajfa-2977	88	146	:	:	PUNCT
ajfa-2977	88	147	t	t	NOUN
ajfa-2977	88	148	where	where	SCONJ
ajfa-2977	88	149	‘	'	PUNCT
ajfa-2977	88	150	companx	companx	NOUN
ajfa-2977	88	151	:	:	PUNCT
ajfa-2977	88	152	t	t	X
ajfa-2977	88	153	:	:	PUNCT
ajfa-2977	88	154	coe	coe	PROPN
ajfa-2977	88	155	u	u	PROPN
ajfa-2977	88	156	:	:	PUNCT
ajfa-2977	88	157	is	be	AUX
ajfa-2977	88	158	th	th	PRON
ajfa-2977	88	159	the	the	DET
ajfa-2977	88	160	firs	fir	NOUN
ajfa-2977	88	161	corpora	corpora	PROPN
ajfa-2977	88	162	had	have	AUX
ajfa-2977	88	163	mo	mo	PROPN
ajfa-2977	88	164	3.1	3.1	NUM
ajfa-2977	88	165	var	var	NOUN
ajfa-2977	88	166	to	to	PART
ajfa-2977	88	167	iden	iden	VERB
ajfa-2977	88	168	principa	principa	VERB
ajfa-2977	88	169	large	large	ADJ
ajfa-2977	88	170	nu	nu	PROPN
ajfa-2977	88	171	several	several	ADJ
ajfa-2977	88	172	the	the	PRON
ajfa-2977	88	173	who	who	PRON
ajfa-2977	88	174	highest	high	ADJ
ajfa-2977	88	175	collecti	collecti	VERB
ajfa-2977	88	176	this	this	DET
ajfa-2977	88	177	ap	ap	PROPN
ajfa-2977	88	178	variable	variable	ADJ
ajfa-2977	88	179	varianc	varianc	PROPN
ajfa-2977	88	180	called	call	VERB
ajfa-2977	88	181	t	t	PROPN
ajfa-2977	88	182	analyzin	analyzin	PROPN
ajfa-2977	88	183	le	le	PROPN
ajfa-2977	88	184	-	-	PROPN
ajfa-2977	88	185	discrimin	discrimin	ADJ
ajfa-2977	88	186	stinct	stinct	ADJ
ajfa-2977	88	187	group	group	NOUN
ajfa-2977	88	188	the	the	DET
ajfa-2977	88	189	groups	group	NOUN
ajfa-2977	88	190	ch	ch	PROPN
ajfa-2977	88	191	predictio	predictio	PROPN
ajfa-2977	88	192	uisite	uisite	NOUN
ajfa-2977	88	193	for	for	ADP
ajfa-2977	88	194	md	md	PROPN
ajfa-2977	88	195	of	of	ADP
ajfa-2977	88	196	ratio	ratio	NOUN
ajfa-2977	88	197	-	-	PUNCT
ajfa-2977	88	198	b	b	NOUN
ajfa-2977	88	199	ed	ed	NOUN
ajfa-2977	88	200	:	:	PUNCT
ajfa-2977	88	201	the	the	DET
ajfa-2977	88	202	firs	fir	NOUN
ajfa-2977	88	203	s	s	PROPN
ajfa-2977	88	204	companie	companie	PROPN
ajfa-2977	88	205	thod	thod	PROPN
ajfa-2977	88	206	,	,	PUNCT
ajfa-2977	88	207	a	a	DET
ajfa-2977	88	208	com	com	NOUN
ajfa-2977	88	209	ed	ed	NOUN
ajfa-2977	88	210	score	score	NOUN
ajfa-2977	88	211	and	and	CCONJ
ajfa-2977	88	212	ication	ication	NOUN
ajfa-2977	89	1	w	w	ADP
ajfa-2977	89	2	ariable	ariable	ADJ
ajfa-2977	89	3	-	-	PUNCT
ajfa-2977	89	4	discr	discr	PROPN
ajfa-2977	89	5	t	t	PROPN
ajfa-2977	89	6	was	be	AUX
ajfa-2977	89	7	regard	regard	VERB
ajfa-2977	89	8	scriminant	scriminant	NOUN
ajfa-2977	89	9	on	on	ADP
ajfa-2977	89	10	1	1	NUM
ajfa-2977	89	11	gives	give	VERB
ajfa-2977	89	12	the	the	DET
ajfa-2977	89	13	value	value	NOUN
ajfa-2977	89	14	th	th	X
ajfa-2977	89	15	‘	'	PUNCT
ajfa-2977	89	16	k	k	NOUN
ajfa-2977	89	17	’	'	PUNCT
ajfa-2977	89	18	represe	represe	ADJ
ajfa-2977	89	19	nies	ny	NOUN
ajfa-2977	89	20	.	.	PUNCT
ajfa-2977	90	1	‘	'	PUNCT
ajfa-2977	90	2	fkm	fkm	VERB
ajfa-2977	90	3	’	'	PUNCT
ajfa-2977	90	4	the	the	DET
ajfa-2977	90	5	value	value	NOUN
ajfa-2977	90	6	fo	fo	INTJ
ajfa-2977	90	7	efficients	efficient	NOUN
ajfa-2977	90	8	as	as	SCONJ
ajfa-2977	90	9	he	he	PRON
ajfa-2977	90	10	constant	constant	ADJ
ajfa-2977	90	11	st	st	PROPN
ajfa-2977	90	12	time	time	PROPN
ajfa-2977	90	13	altm	altm	PROPN
ajfa-2977	90	14	ate	eat	VERB
ajfa-2977	90	15	failure.t	failure.t	PRON
ajfa-2977	90	16	deling	dele	VERB
ajfa-2977	90	17	more	more	ADJ
ajfa-2977	90	18	riables	riable	NOUN
ajfa-2977	90	19	ntify	ntify	VERB
ajfa-2977	90	20	the	the	DET
ajfa-2977	90	21	m	m	NOUN
ajfa-2977	90	22	al	al	PROPN
ajfa-2977	90	23	compone	compone	NOUN
ajfa-2977	90	24	umber	umber	PROPN
ajfa-2977	90	25	of	of	ADP
ajfa-2977	90	26	in	in	ADP
ajfa-2977	90	27	principal	principal	PROPN
ajfa-2977	90	28	c	c	PROPN
ajfa-2977	90	29	ole	ole	NOUN
ajfa-2977	90	30	variance	variance	NOUN
ajfa-2977	90	31	amount	amount	NOUN
ajfa-2977	90	32	in	in	ADP
ajfa-2977	90	33	ons	ons	PROPN
ajfa-2977	90	34	of	of	ADP
ajfa-2977	90	35	varia	varia	NOUN
ajfa-2977	90	36	proach	proach	ADV
ajfa-2977	90	37	will	will	AUX
ajfa-2977	90	38	e	e	VERB
ajfa-2977	90	39	with	with	ADP
ajfa-2977	90	40	each	each	DET
ajfa-2977	90	41	ce	ce	PROPN
ajfa-2977	90	42	explained	explain	VERB
ajfa-2977	90	43	the	the	DET
ajfa-2977	90	44	specific	specific	ADJ
ajfa-2977	90	45	ng	ng	PROPN
ajfa-2977	90	46	principa	principa	PROPN
ajfa-2977	90	47	nant	nant	PROPN
ajfa-2977	90	48	analysi	analysi	VERB
ajfa-2977	90	49	ps	ps	PROPN
ajfa-2977	90	50	with	with	ADP
ajfa-2977	90	51	diff	diff	NOUN
ajfa-2977	90	52	and	and	CCONJ
ajfa-2977	90	53	predict	predict	VERB
ajfa-2977	90	54	ons	on	NOUN
ajfa-2977	90	55	,	,	PUNCT
ajfa-2977	90	56	some	some	DET
ajfa-2977	90	57	da	da	NOUN
ajfa-2977	90	58	is	be	AUX
ajfa-2977	90	59	that	that	SCONJ
ajfa-2977	90	60	based	base	VERB
ajfa-2977	90	61	mode	mode	PROPN
ajfa-2977	90	62	st	st	PROPN
ajfa-2977	90	63	group	group	PROPN
ajfa-2977	90	64	in	in	ADP
ajfa-2977	90	65	es	es	X
ajfa-2977	90	66	that	that	PRON
ajfa-2977	90	67	are	be	AUX
ajfa-2977	90	68	s	s	PRON
ajfa-2977	90	69	mpany	mpany	NOUN
ajfa-2977	90	70	was	be	AUX
ajfa-2977	90	71	d	d	AUX
ajfa-2977	90	72	the	the	DET
ajfa-2977	90	73	maxim	maxim	NOUN
ajfa-2977	90	74	was	be	AUX
ajfa-2977	90	75	done	do	VERB
ajfa-2977	90	76	riminant	riminant	NOUN
ajfa-2977	90	77	an	an	DET
ajfa-2977	90	78	ded	de	VERB
ajfa-2977	90	79	as	as	ADP
ajfa-2977	90	80	a	a	DET
ajfa-2977	90	81	non	non	X
ajfa-2977	90	82	function	function	NOUN
ajfa-2977	90	83	,	,	PUNCT
ajfa-2977	90	84	a	a	DET
ajfa-2977	90	85	the	the	DET
ajfa-2977	90	86	general	general	ADJ
ajfa-2977	90	87	hat	hat	NOUN
ajfa-2977	90	88	the	the	DET
ajfa-2977	90	89	disc	disc	NOUN
ajfa-2977	90	90	nts	nt	NOUN
ajfa-2977	90	91	either	either	CCONJ
ajfa-2977	90	92	th	th	X
ajfa-2977	90	93	is	be	AUX
ajfa-2977	90	94	also	also	ADV
ajfa-2977	90	95	know	know	VERB
ajfa-2977	90	96	or	or	CCONJ
ajfa-2977	90	97	the	the	DET
ajfa-2977	90	98	financ	financ	NOUN
ajfa-2977	90	99	sociated	sociate	VERB
ajfa-2977	90	100	wi	wi	PROPN
ajfa-2977	90	101	term	term	NOUN
ajfa-2977	90	102	or	or	CCONJ
ajfa-2977	90	103	the	the	DET
ajfa-2977	90	104	man	man	NOUN
ajfa-2977	90	105	(	(	PUNCT
ajfa-2977	90	106	1968	1968	NUM
ajfa-2977	90	107	)	)	PUNCT
ajfa-2977	90	108	this	this	DET
ajfa-2977	90	109	study	study	NOUN
ajfa-2977	90	110	a	a	DET
ajfa-2977	90	111	e	e	NOUN
ajfa-2977	90	112	than	than	ADP
ajfa-2977	90	113	one	one	NUM
ajfa-2977	90	114	v	v	NOUN
ajfa-2977	90	115	most	most	ADJ
ajfa-2977	90	116	importa	importa	PROPN
ajfa-2977	90	117	ent	ent	PROPN
ajfa-2977	90	118	analysis	analysis	NOUN
ajfa-2977	90	119	nitial	nitial	ADJ
ajfa-2977	90	120	variab	variab	NOUN
ajfa-2977	90	121	omponents	omponent	NOUN
ajfa-2977	90	122	e.	e.	PROPN
ajfa-2977	90	123	at	at	ADP
ajfa-2977	90	124	first	first	ADV
ajfa-2977	90	125	sp	sp	ADP
ajfa-2977	90	126	n	n	CCONJ
ajfa-2977	90	127	total	total	ADJ
ajfa-2977	90	128	var	var	NOUN
ajfa-2977	90	129	ables	able	NOUN
ajfa-2977	90	130	that	that	PRON
ajfa-2977	90	131	ha	ha	INTJ
ajfa-2977	90	132	l	l	PROPN
ajfa-2977	90	133	apply	apply	VERB
ajfa-2977	90	134	to	to	ADP
ajfa-2977	90	135	se	se	PROPN
ajfa-2977	90	136	factor	factor	NOUN
ajfa-2977	90	137	is	be	AUX
ajfa-2977	90	138	cal	cal	ADJ
ajfa-2977	90	139	d	d	NOUN
ajfa-2977	90	140	by	by	ADP
ajfa-2977	90	141	each	each	DET
ajfa-2977	90	142	fa	fa	NOUN
ajfa-2977	90	143	c	c	NOUN
ajfa-2977	90	144	value	value	NOUN
ajfa-2977	90	145	.	.	PUNCT
ajfa-2977	91	1	th	th	PROPN
ajfa-2977	91	2	al	al	PROPN
ajfa-2977	91	3	compone	compone	PROPN
ajfa-2977	91	4	s	s	PART
ajfa-2977	91	5	is	be	AUX
ajfa-2977	91	6	a	a	DET
ajfa-2977	91	7	multiv	multiv	NOUN
ajfa-2977	91	8	ferent	ferent	NOUN
ajfa-2977	91	9	quali	quali	PROPN
ajfa-2977	91	10	t	t	PROPN
ajfa-2977	91	11	the	the	DET
ajfa-2977	91	12	likelih	likelih	PROPN
ajfa-2977	91	13	quantitativ	quantitativ	PROPN
ajfa-2977	91	14	a	a	DET
ajfa-2977	91	15	data	data	NOUN
ajfa-2977	91	16	item	item	NOUN
ajfa-2977	91	17	els	el	NOUN
ajfa-2977	91	18	for	for	ADP
ajfa-2977	91	19	sign	sign	NOUN
ajfa-2977	91	20	ncludes	nclude	NOUN
ajfa-2977	91	21	com	com	VERB
ajfa-2977	91	22	still	still	ADV
ajfa-2977	91	23	a	a	DET
ajfa-2977	91	24	going	go	VERB
ajfa-2977	91	25	attributed	attribute	VERB
ajfa-2977	91	26	to	to	ADP
ajfa-2977	91	27	mum	mum	VERB
ajfa-2977	91	28	similar	similar	ADJ
ajfa-2977	91	29	based	base	VERB
ajfa-2977	91	30	o	o	PROPN
ajfa-2977	91	31	nalysis	nalysis	NOUN
ajfa-2977	91	32	mode	mode	NOUN
ajfa-2977	91	33	n	n	CCONJ
ajfa-2977	91	34	-	-	PUNCT
ajfa-2977	91	35	bankrupt	bankrupt	PROPN
ajfa-2977	91	36	c	c	NOUN
ajfa-2977	91	37	and	and	CCONJ
ajfa-2977	91	38	the	the	DET
ajfa-2977	91	39	fin	fin	NOUN
ajfa-2977	91	40	specificatio	specificatio	VERB
ajfa-2977	91	41	u	u	NOUN
ajfa-2977	91	42	u	u	NOUN
ajfa-2977	91	43	x	x	PROPN
ajfa-2977	91	44	criminant	criminant	PROPN
ajfa-2977	91	45	fu	fu	PROPN
ajfa-2977	91	46	he	he	PRON
ajfa-2977	91	47	group	group	NOUN
ajfa-2977	91	48	of	of	ADP
ajfa-2977	91	49	wn	wn	PROPN
ajfa-2977	91	50	as	as	ADP
ajfa-2977	91	51	the	the	DET
ajfa-2977	91	52	sc	sc	PROPN
ajfa-2977	91	53	cial	cial	ADJ
ajfa-2977	91	54	ratio	ratio	NOUN
ajfa-2977	91	55	‘	'	PUNCT
ajfa-2977	91	56	i	i	PRON
ajfa-2977	91	57	’	'	PUNCT
ajfa-2977	91	58	ith	ith	PROPN
ajfa-2977	91	59	each	each	DET
ajfa-2977	91	60	fina	fina	PROPN
ajfa-2977	91	61	intercept	intercept	PROPN
ajfa-2977	91	62	.	.	PROPN
ajfa-2977	92	1	suggested	suggest	VERB
ajfa-2977	92	2	m	m	NOUN
ajfa-2977	92	3	lot	lot	NOUN
ajfa-2977	92	4	attentio	attentio	NOUN
ajfa-2977	92	5	variable	variable	NOUN
ajfa-2977	92	6	.	.	PUNCT
ajfa-2977	93	1	ant	ant	PROPN
ajfa-2977	93	2	financia	financia	PROPN
ajfa-2977	93	3	was	be	AUX
ajfa-2977	93	4	used	use	VERB
ajfa-2977	93	5	.	.	PUNCT
ajfa-2977	94	1	bles	ble	NOUN
ajfa-2977	94	2	into	into	ADP
ajfa-2977	94	3	a	a	PRON
ajfa-2977	94	4	are	be	AUX
ajfa-2977	94	5	to	to	PART
ajfa-2977	94	6	revie	revie	VERB
ajfa-2977	94	7	pss	pss	PROPN
ajfa-2977	94	8	,	,	PUNCT
ajfa-2977	94	9	selects	select	VERB
ajfa-2977	94	10	c	c	PROPN
ajfa-2977	94	11	iance	iance	NOUN
ajfa-2977	94	12	.	.	PUNCT
ajfa-2977	95	1	this	this	PRON
ajfa-2977	95	2	ave	ave	VERB
ajfa-2977	95	3	the	the	DET
ajfa-2977	95	4	high	high	ADJ
ajfa-2977	95	5	elect	elect	NOUN
ajfa-2977	95	6	the	the	DET
ajfa-2977	95	7	thir	thir	ADJ
ajfa-2977	95	8	lled	lle	VERB
ajfa-2977	95	9	factor	factor	NOUN
ajfa-2977	95	10	l	l	NOUN
ajfa-2977	95	11	factor	factor	NOUN
ajfa-2977	95	12	equal	equal	ADJ
ajfa-2977	95	13	he	he	PRON
ajfa-2977	95	14	first	first	ADV
ajfa-2977	95	15	spec	spec	PROPN
ajfa-2977	95	16	ents	ent	NOUN
ajfa-2977	95	17	,	,	PUNCT
ajfa-2977	95	18	the	the	DET
ajfa-2977	95	19	va	va	PROPN
ajfa-2977	95	20	52	52	NUM
ajfa-2977	95	21	variable	variable	NOUN
ajfa-2977	95	22	me	i	PRON
ajfa-2977	95	23	ities	itie	NOUN
ajfa-2977	95	24	.	.	PUNCT
ajfa-2977	96	1	this	this	PRON
ajfa-2977	96	2	s	s	VERB
ajfa-2977	96	3	hood	hood	NOUN
ajfa-2977	96	4	of	of	ADP
ajfa-2977	96	5	a	a	DET
ajfa-2977	96	6	co	co	X
ajfa-2977	96	7	ve	ve	AUX
ajfa-2977	96	8	independ	independ	NOUN
ajfa-2977	96	9	m	m	PROPN
ajfa-2977	96	10	could	could	AUX
ajfa-2977	96	11	be	be	AUX
ajfa-2977	96	12	c	c	NOUN
ajfa-2977	96	13	naling	nale	VERB
ajfa-2977	96	14	corp	corp	PROPN
ajfa-2977	96	15	mpanies	mpanies	PROPN
ajfa-2977	96	16	tha	tha	NOUN
ajfa-2977	96	17	g	g	PROPN
ajfa-2977	96	18	concern	concern	NOUN
ajfa-2977	96	19	.	.	PUNCT
ajfa-2977	97	1	o	o	X
ajfa-2977	97	2	a	a	DET
ajfa-2977	97	3	bankrup	bankrup	NOUN
ajfa-2977	97	4	rities	ritie	NOUN
ajfa-2977	97	5	.	.	PUNCT
ajfa-2977	98	1	on	on	ADP
ajfa-2977	98	2	optimu	optimu	PROPN
ajfa-2977	98	3	el	el	PROPN
ajfa-2977	98	4	.	.	PUNCT
ajfa-2977	99	1	if	if	SCONJ
ajfa-2977	99	2	the	the	DET
ajfa-2977	99	3	sco	sco	PROPN
ajfa-2977	99	4	company.t	company.t	PROPN
ajfa-2977	99	5	nancial	nancial	PROPN
ajfa-2977	99	6	rati	rati	PROPN
ajfa-2977	99	7	on	on	ADP
ajfa-2977	99	8	of	of	ADP
ajfa-2977	99	9	the	the	DET
ajfa-2977	99	10	mu	mu	NOUN
ajfa-2977	99	11	x	x	PROPN
ajfa-2977	99	12	unction	unction	PROPN
ajfa-2977	99	13	gen	gen	PROPN
ajfa-2977	99	14	f	f	PROPN
ajfa-2977	99	15	collapsed	collapse	VERB
ajfa-2977	99	16	core	core	NOUN
ajfa-2977	99	17	.	.	PUNCT
ajfa-2977	99	18	’	'	PUNCT
ajfa-2977	100	1	for	for	SCONJ
ajfa-2977	100	2	compan	compan	NOUN
ajfa-2977	100	3	ancial	ancial	ADJ
ajfa-2977	100	4	ratio	ratio	NOUN
ajfa-2977	100	5	multiple	multiple	ADJ
ajfa-2977	100	6	dis	dis	PROPN
ajfa-2977	100	7	on	on	ADV
ajfa-2977	100	8	because	because	SCONJ
ajfa-2977	100	9	f	f	PROPN
ajfa-2977	100	10	al	al	PROPN
ajfa-2977	100	11	ratios	ratio	NOUN
ajfa-2977	100	12	fo	fo	VERB
ajfa-2977	100	13	in	in	ADP
ajfa-2977	101	1	principa	principa	ADJ
ajfa-2977	101	2	small	small	ADJ
ajfa-2977	101	3	num	num	NOUN
ajfa-2977	101	4	ewed	ewe	VERB
ajfa-2977	101	5	so	so	ADV
ajfa-2977	101	6	tha	tha	ADJ
ajfa-2977	101	7	combination	combination	NOUN
ajfa-2977	101	8	s	s	X
ajfa-2977	101	9	collection	collection	NOUN
ajfa-2977	101	10	hest	hest	X
ajfa-2977	101	11	contribu	contribu	PROPN
ajfa-2977	101	12	rd	rd	PROPN
ajfa-2977	101	13	,	,	PUNCT
ajfa-2977	101	14	fourth	fourth	ADJ
ajfa-2977	101	15	an	an	DET
ajfa-2977	101	16	lodding	lodding	NOUN
ajfa-2977	101	17	and	and	CCONJ
ajfa-2977	101	18	to	to	ADP
ajfa-2977	101	19	the	the	DET
ajfa-2977	101	20	squa	squa	NOUN
ajfa-2977	101	21	cific	cific	NOUN
ajfa-2977	101	22	value	value	NOUN
ajfa-2977	101	23	alues	alue	VERB
ajfa-2977	101	24	over	over	ADP
ajfa-2977	101	25	asian	asian	ADJ
ajfa-2977	101	26	ethod	ethod	NOUN
ajfa-2977	101	27	in	in	ADP
ajfa-2977	101	28	whi	whi	PROPN
ajfa-2977	101	29	study	study	NOUN
ajfa-2977	101	30	aimed	aim	VERB
ajfa-2977	101	31	ompany	ompany	PROPN
ajfa-2977	101	32	’s	’s	PART
ajfa-2977	101	33	de	de	X
ajfa-2977	101	34	dent	dent	NOUN
ajfa-2977	101	35	variab	variab	NOUN
ajfa-2977	101	36	classified	classify	VERB
ajfa-2977	101	37	in	in	ADP
ajfa-2977	101	38	porate	porate	ADJ
ajfa-2977	101	39	colla	colla	NOUN
ajfa-2977	101	40	at	at	AUX
ajfa-2977	101	41	have	have	VERB
ajfa-2977	101	42	col	col	PROPN
ajfa-2977	101	43	the	the	DET
ajfa-2977	101	44	data	datum	NOUN
ajfa-2977	102	1	it	it	PRON
ajfa-2977	102	2	pt	pt	VERB
ajfa-2977	102	3	or	or	CCONJ
ajfa-2977	102	4	non	non	ADJ
ajfa-2977	102	5	-	-	ADJ
ajfa-2977	102	6	ba	ba	ADJ
ajfa-2977	102	7	um	um	INTJ
ajfa-2977	102	8	short	short	ADJ
ajfa-2977	102	9	ore	ore	NOUN
ajfa-2977	102	10	of	of	ADP
ajfa-2977	102	11	a	a	DET
ajfa-2977	102	12	com	com	NOUN
ajfa-2977	102	13	he	he	PRON
ajfa-2977	102	14	mathema	mathema	NOUN
ajfa-2977	102	15	ios	io	NOUN
ajfa-2977	102	16	are	be	AUX
ajfa-2977	102	17	cal	cal	ADJ
ajfa-2977	102	18	mda	mda	PROPN
ajfa-2977	102	19	-	-	PUNCT
ajfa-2977	102	20	based	base	VERB
ajfa-2977	102	21	m⋯	m⋯	PROPN
ajfa-2977	102	22	u	u	NOUN
ajfa-2977	102	23	nerates	nerate	NOUN
ajfa-2977	102	24	for	for	ADP
ajfa-2977	102	25	c	c	PROPN
ajfa-2977	102	26	companies	company	NOUN
ajfa-2977	102	27	ny	ny	X
ajfa-2977	102	28	‘	'	PUNCT
ajfa-2977	102	29	m	m	NOUN
ajfa-2977	102	30	’	'	PUNCT
ajfa-2977	102	31	in	in	ADP
ajfa-2977	102	32	g	g	PROPN
ajfa-2977	102	33	‘	'	PUNCT
ajfa-2977	102	34	x	x	NOUN
ajfa-2977	102	35	’	'	PUNCT
ajfa-2977	102	36	.	.	PUNCT
ajfa-2977	103	1	scriminant	scriminant	ADJ
ajfa-2977	103	2	a	a	PRON
ajfa-2977	103	3	for	for	ADP
ajfa-2977	103	4	the	the	DET
ajfa-2977	103	5	first	first	ADJ
ajfa-2977	103	6	or	or	CCONJ
ajfa-2977	103	7	selecting	select	VERB
ajfa-2977	103	8	al	al	PROPN
ajfa-2977	103	9	componen	componen	PROPN
ajfa-2977	103	10	mber	mber	PROPN
ajfa-2977	103	11	of	of	ADP
ajfa-2977	103	12	new	new	ADJ
ajfa-2977	103	13	at	at	ADP
ajfa-2977	103	14	the	the	DET
ajfa-2977	103	15	new	new	ADJ
ajfa-2977	103	16	v	v	PROPN
ajfa-2977	103	17	n	n	PROPN
ajfa-2977	103	18	of	of	ADP
ajfa-2977	103	19	variable	variable	NOUN
ajfa-2977	103	20	n	n	PROPN
ajfa-2977	103	21	makes	make	VERB
ajfa-2977	103	22	fi	fi	NOUN
ajfa-2977	103	23	ution	ution	NOUN
ajfa-2977	103	24	in	in	ADP
ajfa-2977	103	25	expl	expl	NOUN
ajfa-2977	103	26	nd	nd	ADV
ajfa-2977	103	27	subseque	subseque	ADJ
ajfa-2977	103	28	d	d	SCONJ
ajfa-2977	103	29	their	their	PRON
ajfa-2977	103	30	value	value	NOUN
ajfa-2977	103	31	are	be	AUX
ajfa-2977	103	32	of	of	ADP
ajfa-2977	103	33	the	the	DET
ajfa-2977	103	34	fa	fa	PROPN
ajfa-2977	103	35	of	of	ADP
ajfa-2977	103	36	the	the	DET
ajfa-2977	103	37	high	high	ADJ
ajfa-2977	103	38	1	1	NUM
ajfa-2977	103	39	were	be	AUX
ajfa-2977	103	40	reg	reg	NUM
ajfa-2977	103	41	n	n	DET
ajfa-2977	103	42	journal	journal	NOUN
ajfa-2977	103	43	of	of	ADP
ajfa-2977	103	44	f	f	PROPN
ajfa-2977	103	45	ich	ich	PROPN
ajfa-2977	103	46	the	the	DET
ajfa-2977	103	47	phen	phen	PROPN
ajfa-2977	103	48	d	d	PROPN
ajfa-2977	103	49	to	to	PART
ajfa-2977	103	50	recogn	recogn	VERB
ajfa-2977	103	51	ependency	ependency	PROPN
ajfa-2977	103	52	t	t	PROPN
ajfa-2977	103	53	bles	bles	PROPN
ajfa-2977	103	54	were	be	AUX
ajfa-2977	103	55	u	u	PROPN
ajfa-2977	103	56	nto	nto	PROPN
ajfa-2977	103	57	two	two	NUM
ajfa-2977	103	58	or	or	CCONJ
ajfa-2977	103	59	m	m	VERB
ajfa-2977	103	60	apse	apse	ADJ
ajfa-2977	103	61	,	,	PUNCT
ajfa-2977	103	62	two	two	NUM
ajfa-2977	103	63	g	g	NOUN
ajfa-2977	103	64	lapsed	lapse	VERB
ajfa-2977	103	65	and	and	CCONJ
ajfa-2977	103	66	tem	tem	PROPN
ajfa-2977	103	67	is	be	AUX
ajfa-2977	103	68	there	there	PRON
ajfa-2977	103	69	ankrupt	ankrupt	ADJ
ajfa-2977	103	70	gro	gro	NOUN
ajfa-2977	103	71	cut	cut	NOUN
ajfa-2977	103	72	point	point	NOUN
ajfa-2977	103	73	mpany	mpany	NOUN
ajfa-2977	103	74	was	be	AUX
ajfa-2977	103	75	atical	atical	ADJ
ajfa-2977	103	76	equat	equat	NOUN
ajfa-2977	103	77	lled	lle	VERB
ajfa-2977	103	78	discrim	discrim	NOUN
ajfa-2977	103	79	model	model	NOUN
ajfa-2977	103	80	.	.	PUNCT
ajfa-2977	104	1	u	u	NOUN
ajfa-2977	104	2	x	x	PROPN
ajfa-2977	104	3	company	company	NOUN
ajfa-2977	104	4	‘	'	PUNCT
ajfa-2977	104	5	or	or	CCONJ
ajfa-2977	104	6	the	the	DET
ajfa-2977	104	7	grou	grou	ADJ
ajfa-2977	104	8	group	group	NOUN
ajfa-2977	104	9	‘	'	PUNCT
ajfa-2977	104	10	k	k	NOUN
ajfa-2977	104	11	’	'	PUNCT
ajfa-2977	104	12	.	.	PUNCT
ajfa-2977	105	1	analysis	analysis	NOUN
ajfa-2977	105	2	me	i	PRON
ajfa-2977	105	3	time	time	NOUN
ajfa-2977	105	4	in	in	ADP
ajfa-2977	105	5	ban	ban	NOUN
ajfa-2977	105	6	main	main	ADJ
ajfa-2977	105	7	varia	varia	NOUN
ajfa-2977	105	8	nt	nt	ADP
ajfa-2977	105	9	analysis	analysis	NOUN
ajfa-2977	105	10	,	,	PUNCT
ajfa-2977	105	11	w	w	PROPN
ajfa-2977	105	12	variables	variable	NOUN
ajfa-2977	105	13	variables	variable	NOUN
ajfa-2977	105	14	ha	ha	INTJ
ajfa-2977	105	15	es	es	X
ajfa-2977	105	16	that	that	SCONJ
ajfa-2977	105	17	their	their	PRON
ajfa-2977	105	18	irst	irst	ADJ
ajfa-2977	105	19	factor	factor	NOUN
ajfa-2977	105	20	.	.	PUNCT
ajfa-2977	106	1	laining	laine	VERB
ajfa-2977	106	2	the	the	DET
ajfa-2977	106	3	r	r	NOUN
ajfa-2977	106	4	ent	ent	NOUN
ajfa-2977	106	5	factors	factor	NOUN
ajfa-2977	106	6	.	.	PUNCT
ajfa-2977	107	1	e	e	NOUN
ajfa-2977	107	2	fluctuates	fluctuate	VERB
ajfa-2977	107	3	actor	actor	NOUN
ajfa-2977	107	4	loddin	loddin	NOUN
ajfa-2977	107	5	hest	h	ADJ
ajfa-2977	107	6	and	and	CCONJ
ajfa-2977	107	7	is	be	AUX
ajfa-2977	107	8	garded	garde	VERB
ajfa-2977	107	9	and	and	CCONJ
ajfa-2977	107	10	finance	finance	PROPN
ajfa-2977	107	11	&	&	CCONJ
ajfa-2977	107	12	ac	ac	PROPN
ajfa-2977	107	13	issn	issn	PROPN
ajfa-2977	107	14	19	19	NUM
ajfa-2977	107	15	2013	2013	NUM
ajfa-2977	107	16	,	,	PUNCT
ajfa-2977	107	17	vol	vol	NOUN
ajfa-2977	107	18	.	.	PUNCT
ajfa-2977	108	1	www.macrothi	www.macrothi	X
ajfa-2977	109	1	nomena	nomena	ADV
ajfa-2977	109	2	are	be	AUX
ajfa-2977	109	3	nize	nize	NOUN
ajfa-2977	109	4	the	the	DET
ajfa-2977	109	5	dif	dif	NOUN
ajfa-2977	109	6	to	to	ADP
ajfa-2977	109	7	a	a	DET
ajfa-2977	109	8	specifi	specifi	PROPN
ajfa-2977	109	9	used.thus	used.thus	PROPN
ajfa-2977	109	10	,	,	PUNCT
ajfa-2977	109	11	more	more	ADJ
ajfa-2977	109	12	group	group	NOUN
ajfa-2977	109	13	groups	group	NOUN
ajfa-2977	109	14	are	be	AUX
ajfa-2977	109	15	d	d	X
ajfa-2977	109	16	the	the	DET
ajfa-2977	109	17	secon	secon	PROPN
ajfa-2977	109	18	efore	efore	PROPN
ajfa-2977	109	19	a	a	DET
ajfa-2977	109	20	com	com	NOUN
ajfa-2977	109	21	oup	oup	PROPN
ajfa-2977	109	22	accordin	accordin	PROPN
ajfa-2977	109	23	t	t	PROPN
ajfa-2977	109	24	,	,	PUNCT
ajfa-2977	109	25	identifi	identifi	PROPN
ajfa-2977	109	26	lower	low	ADJ
ajfa-2977	109	27	than	than	ADP
ajfa-2977	109	28	tion	tion	NOUN
ajfa-2977	109	29	is	be	AUX
ajfa-2977	109	30	referr	referr	VERB
ajfa-2977	109	31	minating	minating	PROPN
ajfa-2977	109	32	va	va	PROPN
ajfa-2977	109	33	m	m	PROPN
ajfa-2977	109	34	’	'	PUNCT
ajfa-2977	109	35	in	in	ADP
ajfa-2977	109	36	grou	grou	NOUN
ajfa-2977	109	37	up	up	ADP
ajfa-2977	109	38	of	of	ADP
ajfa-2977	109	39	non	non	ADJ
ajfa-2977	109	40	-	-	ADJ
ajfa-2977	109	41	c	c	ADJ
ajfa-2977	109	42	ethod	ethod	NOUN
ajfa-2977	109	43	for	for	ADP
ajfa-2977	109	44	pr	pr	NOUN
ajfa-2977	109	45	nkruptcy	nkruptcy	NOUN
ajfa-2977	109	46	pr	pr	NOUN
ajfa-2977	109	47	ables	able	NOUN
ajfa-2977	109	48	of	of	ADP
ajfa-2977	109	49	th	th	X
ajfa-2977	109	50	convert	convert	VERB
ajfa-2977	109	51	all	all	PRON
ajfa-2977	109	52	that	that	PRON
ajfa-2977	109	53	the	the	DET
ajfa-2977	109	54	sa	sa	PROPN
ajfa-2977	109	55	ave	ave	PROPN
ajfa-2977	109	56	a	a	DET
ajfa-2977	109	57	large	large	ADJ
ajfa-2977	109	58	r	r	NOUN
ajfa-2977	109	59	correlation	correlation	NOUN
ajfa-2977	109	60	second	second	ADJ
ajfa-2977	109	61	f	f	NOUN
ajfa-2977	109	62	remaining	remain	VERB
ajfa-2977	109	63	v	v	NUM
ajfa-2977	109	64	correlation	correlation	NOUN
ajfa-2977	109	65	between	between	ADP
ajfa-2977	109	66	-1	-1	INTJ
ajfa-2977	109	67	ng	ng	PROPN
ajfa-2977	109	68	.this	.this	PRON
ajfa-2977	109	69	var	var	NOUN
ajfa-2977	109	70	greater	great	ADJ
ajfa-2977	109	71	tha	tha	NOUN
ajfa-2977	110	1	d	d	NOUN
ajfa-2977	110	2	used	use	VERB
ajfa-2977	110	3	as	as	ADP
ajfa-2977	110	4	th	th	PRON
ajfa-2977	110	5	ccounting	ccounte	VERB
ajfa-2977	110	6	946	946	NUM
ajfa-2977	110	7	-	-	PUNCT
ajfa-2977	110	8	052x	052x	NOUN
ajfa-2977	110	9	5	5	NUM
ajfa-2977	110	10	,	,	PUNCT
ajfa-2977	110	11	no	no	INTJ
ajfa-2977	110	12	.	.	NOUN
ajfa-2977	110	13	1	1	NUM
ajfa-2977	110	14	ink.org/ajfa	ink.org/ajfa	X
ajfa-2977	110	15	e	e	NOUN
ajfa-2977	110	16	divided	divide	VERB
ajfa-2977	110	17	fferences	fference	NOUN
ajfa-2977	110	18	c	c	PROPN
ajfa-2977	110	19	group	group	NOUN
ajfa-2977	110	20	.	.	PUNCT
ajfa-2977	111	1	a	a	DET
ajfa-2977	111	2	basic	basic	ADJ
ajfa-2977	111	3	s.	s.	PROPN
ajfa-2977	111	4	in	in	ADP
ajfa-2977	111	5	the	the	DET
ajfa-2977	111	6	readily	readily	ADV
ajfa-2977	111	7	d	d	PROPN
ajfa-2977	111	8	group	group	NOUN
ajfa-2977	111	9	mpany.in	mpany.in	PROPN
ajfa-2977	111	10	ng	ng	PROPN
ajfa-2977	111	11	to	to	ADP
ajfa-2977	111	12	its	its	PRON
ajfa-2977	111	13	ed	ed	NOUN
ajfa-2977	111	14	for	for	ADP
ajfa-2977	111	15	shortcut	shortcut	NOUN
ajfa-2977	111	16	red	red	ADJ
ajfa-2977	111	17	to	to	ADP
ajfa-2977	111	18	as	as	ADP
ajfa-2977	111	19	ariables	ariable	NOUN
ajfa-2977	111	20	.	.	PUNCT
ajfa-2977	112	1	up	up	ADP
ajfa-2977	112	2	‘	'	PUNCT
ajfa-2977	112	3	k	k	X
ajfa-2977	112	4	’	'	PUNCT
ajfa-2977	112	5	,	,	PUNCT
ajfa-2977	112	6	ollapsed	ollapse	VERB
ajfa-2977	112	7	redicting	redicting	NOUN
ajfa-2977	112	8	rediction	rediction	NOUN
ajfa-2977	112	9	e	e	PROPN
ajfa-2977	112	10	study	study	NOUN
ajfa-2977	112	11	,	,	PUNCT
ajfa-2977	112	12	lowing	low	VERB
ajfa-2977	112	13	a	a	DET
ajfa-2977	112	14	ame	ame	PROPN
ajfa-2977	112	15	first	first	ADJ
ajfa-2977	112	16	share	share	NOUN
ajfa-2977	112	17	of	of	ADP
ajfa-2977	112	18	ns	ns	NUM
ajfa-2977	112	19	are	be	AUX
ajfa-2977	112	20	the	the	DET
ajfa-2977	112	21	factor	factor	NOUN
ajfa-2977	112	22	is	be	AUX
ajfa-2977	112	23	variance	variance	NOUN
ajfa-2977	112	24	.	.	PUNCT
ajfa-2977	113	1	n	n	PROPN
ajfa-2977	113	2	of	of	ADP
ajfa-2977	113	3	each	each	PRON
ajfa-2977	113	4	and	and	CCONJ
ajfa-2977	113	5	+1	+1	PROPN
ajfa-2977	113	6	.	.	PUNCT
ajfa-2977	114	1	riance	riance	NOUN
ajfa-2977	114	2	is	be	AUX
ajfa-2977	114	3	an	an	DET
ajfa-2977	114	4	1	1	NUM
ajfa-2977	114	5	.	.	PUNCT
ajfa-2977	115	1	in	in	ADP
ajfa-2977	115	2	he	he	PRON
ajfa-2977	115	3	most	most	ADV
ajfa-2977	115	4	signific	signific	ADJ
ajfa-2977	115	5	proport	proport	NOUN
ajfa-2977	115	6	or	or	CCONJ
ajfa-2977	115	7	90	90	NUM
ajfa-2977	115	8	p	p	NOUN
ajfa-2977	115	9	was	be	AUX
ajfa-2977	115	10	ide	ide	ADJ
ajfa-2977	115	11	indepen	indepen	ADJ
ajfa-2977	115	12	-return	-return	NOUN
ajfa-2977	115	13	-debt	-debt	PROPN
ajfa-2977	115	14	ra	ra	PROPN
ajfa-2977	115	15	-debt	-debt	PROPN
ajfa-2977	115	16	c	c	NOUN
ajfa-2977	115	17	-collect	-collect	NOUN
ajfa-2977	115	18	-invento	-invento	PROPN
ajfa-2977	115	19	-debt	-debt	NOUN
ajfa-2977	115	20	to	to	ADP
ajfa-2977	115	21	-produc	-produc	ADJ
ajfa-2977	115	22	-depen	-depen	ADJ
ajfa-2977	115	23	4	4	NUM
ajfa-2977	115	24	.	.	PUNCT
ajfa-2977	116	1	resu	resu	PROPN
ajfa-2977	116	2	statistic	statistic	PROPN
ajfa-2977	116	3	exchan	exchan	ADP
ajfa-2977	116	4	134	134	NUM
ajfa-2977	116	5	no	no	DET
ajfa-2977	116	6	busines	busine	NOUN
ajfa-2977	116	7	the	the	DET
ajfa-2977	116	8	half	half	ADJ
ajfa-2977	116	9	bankrup	bankrup	NOUN
ajfa-2977	116	10	1	1	NUM
ajfa-2977	116	11	.	.	PUNCT
ajfa-2977	117	1	the	the	DET
ajfa-2977	117	2	c	c	NOUN
ajfa-2977	117	3	2	2	NUM
ajfa-2977	117	4	.	.	PUNCT
ajfa-2977	118	1	their	their	PRON
ajfa-2977	118	2	3	3	NUM
ajfa-2977	118	3	.	.	PUNCT
ajfa-2977	118	4	finan	finan	PROPN
ajfa-2977	118	5	4.they	4.they	NUM
ajfa-2977	118	6	20002	20002	NUM
ajfa-2977	118	7	4.1	4.1	NUM
ajfa-2977	118	8	.	.	PUNCT
ajfa-2977	119	1	log	log	PROPN
ajfa-2977	119	2	logit	logit	PROPN
ajfa-2977	119	3	re	re	ADP
ajfa-2977	119	4	ca	can	AUX
ajfa-2977	119	5	nt	not	PART
ajfa-2977	119	6	specifi	specifi	VERB
ajfa-2977	119	7	ional	ional	PROPN
ajfa-2977	119	8	of	of	ADP
ajfa-2977	119	9	the	the	DET
ajfa-2977	119	10	percent	percent	NOUN
ajfa-2977	119	11	,	,	PUNCT
ajfa-2977	119	12	to	to	PART
ajfa-2977	119	13	e	e	PRON
ajfa-2977	119	14	entified	entifie	VERB
ajfa-2977	119	15	.	.	PUNCT
ajfa-2977	120	1	ndent	ndent	NOUN
ajfa-2977	120	2	variab	variab	NOUN
ajfa-2977	120	3	n	n	PROPN
ajfa-2977	120	4	on	on	ADP
ajfa-2977	120	5	equity	equity	NOUN
ajfa-2977	120	6	(	(	PUNCT
ajfa-2977	120	7	atio	atio	VERB
ajfa-2977	120	8	over	over	ADP
ajfa-2977	120	9	ratio	ratio	NOUN
ajfa-2977	120	10	tion	tion	PROPN
ajfa-2977	120	11	period	period	NOUN
ajfa-2977	120	12	ory	ory	NOUN
ajfa-2977	120	13	turnove	turnove	VERB
ajfa-2977	120	14	o	o	PROPN
ajfa-2977	120	15	equity	equity	NOUN
ajfa-2977	120	16	rati	rati	PROPN
ajfa-2977	120	17	ct	ct	PROPN
ajfa-2977	120	18	to	to	ADP
ajfa-2977	120	19	workin	workin	PROPN
ajfa-2977	120	20	dent	dent	NOUN
ajfa-2977	120	21	variab	variab	NOUN
ajfa-2977	120	22	ults	ult	NOUN
ajfa-2977	120	23	cal	cal	VERB
ajfa-2977	120	24	populati	populati	PROPN
ajfa-2977	120	25	nge	nge	NOUN
ajfa-2977	120	26	of	of	ADP
ajfa-2977	120	27	tehra	tehra	PROPN
ajfa-2977	120	28	onbankrupt	onbankrupt	PROPN
ajfa-2977	120	29	ss	ss	PROPN
ajfa-2977	120	30	law	law	NOUN
ajfa-2977	120	31	in	in	ADP
ajfa-2977	120	32	ir	ir	PROPN
ajfa-2977	120	33	f	f	PROPN
ajfa-2977	120	34	of	of	ADP
ajfa-2977	120	35	their	their	PRON
ajfa-2977	120	36	c	c	PROPN
ajfa-2977	120	37	pt	pt	PROPN
ajfa-2977	120	38	companie	companie	PROPN
ajfa-2977	120	39	companies	company	NOUN
ajfa-2977	120	40	s	s	PART
ajfa-2977	120	41	r	r	NOUN
ajfa-2977	120	42	fiscal	fiscal	ADJ
ajfa-2977	120	43	year	year	NOUN
ajfa-2977	120	44	ncial	ncial	ADJ
ajfa-2977	120	45	inform	inform	NOUN
ajfa-2977	120	46	should	should	AUX
ajfa-2977	120	47	hav	hav	VERB
ajfa-2977	120	48	2010	2010	NUM
ajfa-2977	120	49	.	.	PUNCT
ajfa-2977	121	1	git	git	NOUN
ajfa-2977	121	2	model	model	NOUN
ajfa-2977	121	3	egression	egression	NOUN
ajfa-2977	122	1	m	m	NOUN
ajfa-2977	122	2	c	c	NOUN
ajfa-2977	122	3	values.to	values.to	NUM
ajfa-2977	122	4	e	e	NOUN
ajfa-2977	122	5	change	change	VERB
ajfa-2977	122	6	tot	tot	NOUN
ajfa-2977	122	7	express	express	ADJ
ajfa-2977	122	8	initi	initi	NOUN
ajfa-2977	122	9	bles	bles	NOUN
ajfa-2977	122	10	of	of	ADP
ajfa-2977	122	11	the	the	DET
ajfa-2977	122	12	s	s	X
ajfa-2977	122	13	(	(	PUNCT
ajfa-2977	122	14	roe	roe	NOUN
ajfa-2977	122	15	)	)	PUNCT
ajfa-2977	123	1	er	er	INTJ
ajfa-2977	123	2	io	io	X
ajfa-2977	123	3	ng	ng	PROPN
ajfa-2977	123	4	capital	capital	PROPN
ajfa-2977	123	5	ra	ra	PROPN
ajfa-2977	123	6	le	le	PROPN
ajfa-2977	123	7	was	be	AUX
ajfa-2977	123	8	the	the	DET
ajfa-2977	123	9	l	l	NOUN
ajfa-2977	123	10	ion	ion	NOUN
ajfa-2977	123	11	of	of	ADP
ajfa-2977	123	12	the	the	DET
ajfa-2977	123	13	s	s	NOUN
ajfa-2977	123	14	an	an	DET
ajfa-2977	123	15	since	since	SCONJ
ajfa-2977	123	16	200	200	NUM
ajfa-2977	123	17	t	t	NOUN
ajfa-2977	123	18	companies	company	NOUN
ajfa-2977	123	19	ran	run	VERB
ajfa-2977	123	20	,	,	PUNCT
ajfa-2977	123	21	based	base	VERB
ajfa-2977	123	22	o	o	PROPN
ajfa-2977	123	23	capital	capital	NOUN
ajfa-2977	123	24	must	must	AUX
ajfa-2977	123	25	es	es	VERB
ajfa-2977	123	26	was	be	AUX
ajfa-2977	123	27	base	base	NOUN
ajfa-2977	123	28	should	should	AUX
ajfa-2977	123	29	be	be	AUX
ajfa-2977	123	30	m	m	PROPN
ajfa-2977	123	31	r	r	NOUN
ajfa-2977	123	32	should	should	AUX
ajfa-2977	123	33	end	end	VERB
ajfa-2977	123	34	mation	mation	PROPN
ajfa-2977	123	35	of	of	ADP
ajfa-2977	123	36	the	the	DET
ajfa-2977	123	37	ve	ve	PROPN
ajfa-2977	123	38	10	10	NUM
ajfa-2977	123	39	succ	succ	PROPN
ajfa-2977	123	40	model	model	PROPN
ajfa-2977	123	41	fitness	fitness	PROPN
ajfa-2977	123	42	o	o	PROPN
ajfa-2977	123	43	choose	choose	PROPN
ajfa-2977	123	44	t	t	PROPN
ajfa-2977	123	45	tal	tal	PROPN
ajfa-2977	123	46	percenta	percenta	ADJ
ajfa-2977	123	47	ial	ial	ADJ
ajfa-2977	123	48	changes	change	NOUN
ajfa-2977	123	49	.	.	PUNCT
ajfa-2977	124	1	study	study	NOUN
ajfa-2977	124	2	includ	includ	PROPN
ajfa-2977	124	3	atio	atio	PROPN
ajfa-2977	124	4	ikelihood	ikelihood	NOUN
ajfa-2977	124	5	o	o	PROPN
ajfa-2977	124	6	study	study	NOUN
ajfa-2977	124	7	includ	includ	NOUN
ajfa-2977	124	8	00	00	PUNCT
ajfa-2977	124	9	-	-	SYM
ajfa-2977	124	10	2010	2010	NUM
ajfa-2977	124	11	.	.	PUNCT
ajfa-2977	125	1	to	to	ADP
ajfa-2977	125	2	s	s	PRON
ajfa-2977	125	3	were	be	AUX
ajfa-2977	125	4	used	use	VERB
ajfa-2977	125	5	on	on	ADP
ajfa-2977	125	6	which	which	PRON
ajfa-2977	125	7	th	th	X
ajfa-2977	125	8	t	t	NOUN
ajfa-2977	125	9	declare	declare	VERB
ajfa-2977	125	10	ba	ba	PROPN
ajfa-2977	125	11	d	d	PROPN
ajfa-2977	125	12	on	on	ADP
ajfa-2977	125	13	the	the	DET
ajfa-2977	125	14	fol	fol	NOUN
ajfa-2977	125	15	manufacturin	manufacturin	NOUN
ajfa-2977	126	1	d	d	PROPN
ajfa-2977	126	2	in	in	ADP
ajfa-2977	126	3	septem	septem	PROPN
ajfa-2977	126	4	e	e	PROPN
ajfa-2977	126	5	companie	companie	PROPN
ajfa-2977	126	6	cessive	cessive	PROPN
ajfa-2977	126	7	yea	yea	PROPN
ajfa-2977	126	8	s	s	VERB
ajfa-2977	126	9	was	be	AUX
ajfa-2977	126	10	tested	test	VERB
ajfa-2977	126	11	53	53	NUM
ajfa-2977	126	12	the	the	DET
ajfa-2977	126	13	number	number	NOUN
ajfa-2977	126	14	age	age	NOUN
ajfa-2977	126	15	cumulat	cumulat	NOUN
ajfa-2977	126	16	thus	thus	ADV
ajfa-2977	126	17	after	after	ADP
ajfa-2977	126	18	de	de	X
ajfa-2977	126	19	:	:	PUNCT
ajfa-2977	126	20	of	of	ADP
ajfa-2977	126	21	bankruptc	bankruptc	ADJ
ajfa-2977	126	22	ded	de	VERB
ajfa-2977	126	23	all	all	DET
ajfa-2977	126	24	man	man	NOUN
ajfa-2977	126	25	o	o	NOUN
ajfa-2977	126	26	measure	measure	NOUN
ajfa-2977	126	27	m	m	VERB
ajfa-2977	126	28	d.	d.	PROPN
ajfa-2977	126	29	bankrupt	bankrupt	PROPN
ajfa-2977	126	30	he	he	PRON
ajfa-2977	126	31	firms	firm	NOUN
ajfa-2977	126	32	wit	wit	ADJ
ajfa-2977	126	33	ankruptcy	ankruptcy	NOUN
ajfa-2977	126	34	o	o	PROPN
ajfa-2977	126	35	llowing	llowe	VERB
ajfa-2977	126	36	con	con	PROPN
ajfa-2977	126	37	ng	ng	PROPN
ajfa-2977	126	38	.	.	PROPN
ajfa-2977	126	39	mber	mber	PROPN
ajfa-2977	126	40	.	.	PUNCT
ajfa-2977	127	1	s	s	PART
ajfa-2977	127	2	should	should	AUX
ajfa-2977	127	3	be	be	AUX
ajfa-2977	127	4	ars	ar	NOUN
ajfa-2977	127	5	of	of	ADP
ajfa-2977	127	6	activ	activ	PROPN
ajfa-2977	127	7	d	d	PROPN
ajfa-2977	127	8	based	base	VERB
ajfa-2977	127	9	on	on	ADP
ajfa-2977	127	10	th1	th1	PROPN
ajfa-2977	127	11	1	1	NUM
ajfa-2977	127	12	asian	asian	ADJ
ajfa-2977	127	13	r	r	NOUN
ajfa-2977	127	14	of	of	ADP
ajfa-2977	127	15	main	main	ADJ
ajfa-2977	127	16	tive	tive	NOUN
ajfa-2977	127	17	so	so	SCONJ
ajfa-2977	127	18	that	that	SCONJ
ajfa-2977	127	19	r	r	NOUN
ajfa-2977	127	20	examining	examine	VERB
ajfa-2977	127	21	cy	cy	ADP
ajfa-2977	127	22	or	or	CCONJ
ajfa-2977	127	23	nonb	nonb	ADJ
ajfa-2977	127	24	nufacturing	nufacture	VERB
ajfa-2977	127	25	model	model	NOUN
ajfa-2977	127	26	fitnes	fitne	NOUN
ajfa-2977	127	27	tcy	tcy	NOUN
ajfa-2977	127	28	measure	measure	VERB
ajfa-2977	127	29	th	th	X
ajfa-2977	127	30	minimum	minimum	NOUN
ajfa-2977	127	31	or	or	CCONJ
ajfa-2977	127	32	capital	capital	NOUN
ajfa-2977	127	33	lo	lo	PROPN
ajfa-2977	127	34	nditions	ndition	NOUN
ajfa-2977	127	35	:	:	PUNCT
ajfa-2977	127	36	accessible	accessible	ADJ
ajfa-2977	127	37	.	.	PUNCT
ajfa-2977	128	1	vity	vity	NOUN
ajfa-2977	128	2	in	in	ADP
ajfa-2977	128	3	stoc	stoc	NOUN
ajfa-2977	128	4	he	he	PRON
ajfa-2977	128	5	followine	followine	NOUN
ajfa-2977	128	6	e	e	PROPN
ajfa-2977	128	7	ε	ε	PROPN
ajfa-2977	128	8	n	n	PRON
ajfa-2977	128	9	journal	journal	NOUN
ajfa-2977	128	10	of	of	ADP
ajfa-2977	128	11	f	f	PROPN
ajfa-2977	128	12	variables	variable	NOUN
ajfa-2977	128	13	c	c	VERB
ajfa-2977	128	14	the	the	DET
ajfa-2977	128	15	this	this	DET
ajfa-2977	128	16	ma	ma	PROPN
ajfa-2977	128	17	g	g	PROPN
ajfa-2977	128	18	22	22	NUM
ajfa-2977	128	19	financi	financi	PROPN
ajfa-2977	128	20	bankruptcy	bankruptcy	NOUN
ajfa-2977	128	21	o	o	PROPN
ajfa-2977	128	22	companies	company	NOUN
ajfa-2977	128	23	ss	ss	PROPN
ajfa-2977	128	24	,	,	PUNCT
ajfa-2977	128	25	the	the	DET
ajfa-2977	128	26	data	datum	NOUN
ajfa-2977	128	27	o	o	NOUN
ajfa-2977	128	28	e	e	NOUN
ajfa-2977	128	29	in	in	ADP
ajfa-2977	128	30	this	this	DET
ajfa-2977	128	31	stud	stud	NOUN
ajfa-2977	128	32	m	m	PROPN
ajfa-2977	128	33	accumulat	accumulat	PROPN
ajfa-2977	128	34	oss	oss	PROPN
ajfa-2977	128	35	.	.	PUNCT
ajfa-2977	129	1	sample	sample	PROPN
ajfa-2977	129	2	ck	ck	PROPN
ajfa-2977	129	3	exchang	exchang	PROPN
ajfa-2977	129	4	ng	ng	PROPN
ajfa-2977	129	5	equation	equation	NOUN
ajfa-2977	129	6	:	:	PUNCT
ajfa-2977	129	7	finance	finance	PROPN
ajfa-2977	129	8	&	&	CCONJ
ajfa-2977	129	9	ac	ac	PROPN
ajfa-2977	129	10	issn	issn	PROPN
ajfa-2977	129	11	19	19	NUM
ajfa-2977	129	12	2013	2013	NUM
ajfa-2977	129	13	,	,	PUNCT
ajfa-2977	129	14	vol	vol	NOUN
ajfa-2977	129	15	.	.	PUNCT
ajfa-2977	130	1	www.macrothi	www.macrothi	X
ajfa-2977	130	2	can	can	AUX
ajfa-2977	130	3	be	be	AUX
ajfa-2977	130	4	con	con	PROPN
ajfa-2977	130	5	ain	ain	PROPN
ajfa-2977	130	6	compone	compone	NOUN
ajfa-2977	130	7	ial	ial	PROPN
ajfa-2977	130	8	ratios	ratio	NOUN
ajfa-2977	130	9	,	,	PUNCT
ajfa-2977	130	10	7	7	NUM
ajfa-2977	130	11	occurrence	occurrence	NOUN
ajfa-2977	130	12	.	.	PUNCT
ajfa-2977	131	1	s	s	AUX
ajfa-2977	131	2	accepted	accept	VERB
ajfa-2977	131	3	i	i	PRON
ajfa-2977	131	4	of	of	ADP
ajfa-2977	131	5	55	55	NUM
ajfa-2977	131	6	bank	bank	NOUN
ajfa-2977	131	7	dy	dy	NOUN
ajfa-2977	131	8	was	be	AUX
ajfa-2977	131	9	act	act	NOUN
ajfa-2977	131	10	ted	te	VERB
ajfa-2977	131	11	loss	loss	NOUN
ajfa-2977	131	12	,	,	PUNCT
ajfa-2977	131	13	eq	eq	NOUN
ajfa-2977	131	14	e	e	PROPN
ajfa-2977	131	15	selection	selection	NOUN
ajfa-2977	131	16	ge	ge	PROPN
ajfa-2977	131	17	of	of	ADP
ajfa-2977	131	18	tehra	tehra	PRON
ajfa-2977	131	19	ccounting	ccounte	VERB
ajfa-2977	131	20	946	946	NUM
ajfa-2977	131	21	-	-	PUNCT
ajfa-2977	131	22	052x	052x	NOUN
ajfa-2977	131	23	5	5	NUM
ajfa-2977	131	24	,	,	PUNCT
ajfa-2977	131	25	no	no	INTJ
ajfa-2977	131	26	.	.	NOUN
ajfa-2977	131	27	1	1	NUM
ajfa-2977	131	28	ink.org/ajfa	ink.org/ajfa	NUM
ajfa-2977	131	29	nsidered	nsidered	ADJ
ajfa-2977	131	30	ents	ent	NOUN
ajfa-2977	131	31	,	,	PUNCT
ajfa-2977	131	32	80	80	NUM
ajfa-2977	131	33	7	7	NUM
ajfa-2977	131	34	factors	factor	NOUN
ajfa-2977	131	35	in	in	ADP
ajfa-2977	131	36	stock	stock	NOUN
ajfa-2977	131	37	rupt	rupt	PROPN
ajfa-2977	131	38	and	and	CCONJ
ajfa-2977	131	39	141	141	NUM
ajfa-2977	131	40	of	of	ADP
ajfa-2977	131	41	qual	qual	ADJ
ajfa-2977	131	42	with	with	ADP
ajfa-2977	131	43	of	of	ADP
ajfa-2977	131	44	non	non	ADJ
ajfa-2977	131	45	an	an	DET
ajfa-2977	131	46	since	since	SCONJ
ajfa-2977	131	47	table	table	NOUN
ajfa-2977	131	48	1	1	NUM
ajfa-2977	131	49	table	table	NOUN
ajfa-2977	131	50	2	2	NUM
ajfa-2977	131	51	0.000	0.000	NUM
ajfa-2977	131	52	table	table	NOUN
ajfa-2977	131	53	3	3	NUM
ajfa-2977	131	54	ro	ro	NOUN
ajfa-2977	131	55	inv	inv	PROPN
ajfa-2977	131	56	co	co	X
ajfa-2977	131	57	pro	pro	X
ajfa-2977	131	58	de	de	X
ajfa-2977	131	59	de	de	X
ajfa-2977	131	60	de	de	X
ajfa-2977	131	61	co	co	PROPN
ajfa-2977	131	62	accord	accord	PROPN
ajfa-2977	131	63	conclud	conclud	PROPN
ajfa-2977	131	64	coeffici	coeffici	PROPN
ajfa-2977	131	65	gives	give	VERB
ajfa-2977	131	66	th	th	PRON
ajfa-2977	131	67	48	48	NUM
ajfa-2977	131	68	table	table	NOUN
ajfa-2977	131	69	4	4	NUM
ajfa-2977	131	70	observed	observed	ADJ
ajfa-2977	131	71	b	b	NUM
ajfa-2977	131	72	percent	percent	NOUN
ajfa-2977	131	73	estimat	estimat	PROPN
ajfa-2977	131	74	bankrup	bankrup	PROPN
ajfa-2977	131	75	.1	.1	PROPN
ajfa-2977	132	1	regressi	regressi	PROPN
ajfa-2977	132	2	coeffi	coeffi	PROPN
ajfa-2977	132	3	nagel	nagel	PROPN
ajfa-2977	132	4	0.273	0.273	NUM
ajfa-2977	132	5	.2	.2	NUM
ajfa-2977	132	6	significa	significa	PROPN
ajfa-2977	132	7	3	3	X
ajfa-2977	132	8	.	.	PUNCT
ajfa-2977	133	1	logistic	logistic	ADJ
ajfa-2977	133	2	r	r	NOUN
ajfa-2977	133	3	oe	oe	PROPN
ajfa-2977	133	4	ventory	ventory	ADJ
ajfa-2977	133	5	turnov	turnov	PROPN
ajfa-2977	133	6	llection	llection	NOUN
ajfa-2977	133	7	period	period	NOUN
ajfa-2977	133	8	oduct	oduct	NOUN
ajfa-2977	133	9	of	of	ADP
ajfa-2977	133	10	work	work	NOUN
ajfa-2977	133	11	bt	bt	PROPN
ajfa-2977	133	12	ratio	ratio	NOUN
ajfa-2977	133	13	bt	bt	PROPN
ajfa-2977	133	14	to	to	ADP
ajfa-2977	133	15	equity	equity	PROPN
ajfa-2977	133	16	ra	ra	PROPN
ajfa-2977	133	17	bt	bt	PROPN
ajfa-2977	133	18	coverage	coverage	PROPN
ajfa-2977	133	19	ra	ra	PROPN
ajfa-2977	133	20	nstant	nstant	NOUN
ajfa-2977	133	21	ing	ing	ADJ
ajfa-2977	133	22	to	to	PART
ajfa-2977	133	23	likeli	likeli	VERB
ajfa-2977	133	24	ded	de	VERB
ajfa-2977	133	25	that	that	SCONJ
ajfa-2977	133	26	the	the	DET
ajfa-2977	133	27	ient	ient	NOUN
ajfa-2977	133	28	it	it	PRON
ajfa-2977	133	29	identi	identi	VERB
ajfa-2977	133	30	he	he	PRON
ajfa-2977	133	31	following7.667	following7.667	VERB
ajfa-2977	133	32	0.00	0.00	NUM
ajfa-2977	133	33	4	4	NUM
ajfa-2977	133	34	.	.	PUNCT
ajfa-2977	133	35	to	to	PART
ajfa-2977	133	36	accura	accura	VERB
ajfa-2977	133	37	bankruptcy	bankruptcy	PROPN
ajfa-2977	133	38	tion	tion	PROPN
ajfa-2977	133	39	accurac	accurac	PROPN
ajfa-2977	133	40	pt	pt	PROPN
ajfa-2977	133	41	companie	companie	PROPN
ajfa-2977	133	42	ion	ion	PROPN
ajfa-2977	133	43	statistics	statistics	PROPN
ajfa-2977	133	44	icient	icient	NOUN
ajfa-2977	133	45	of	of	ADP
ajfa-2977	133	46	deter	deter	PROPN
ajfa-2977	133	47	kerke	kerke	PROPN
ajfa-2977	133	48	ant	ant	PROPN
ajfa-2977	133	49	regressio	regressio	PROPN
ajfa-2977	133	50	sig	sig	PROPN
ajfa-2977	133	51	.	.	PUNCT
ajfa-2977	134	1	regression	regression	PROPN
ajfa-2977	134	2	c	c	PROPN
ajfa-2977	134	3	ver	ver	PROPN
ajfa-2977	134	4	d	d	PROPN
ajfa-2977	134	5	ing	ing	ADJ
ajfa-2977	134	6	capital	capital	NOUN
ajfa-2977	134	7	rat	rat	NOUN
ajfa-2977	134	8	atio	atio	PROPN
ajfa-2977	134	9	atio	atio	PROPN
ajfa-2977	134	10	ihood	ihood	PROPN
ajfa-2977	134	11	value	value	NOUN
ajfa-2977	134	12	e	e	PROPN
ajfa-2977	134	13	model	model	NOUN
ajfa-2977	134	14	is	be	AUX
ajfa-2977	134	15	ifies	ifie	NOUN
ajfa-2977	134	16	%	%	INTJ
ajfa-2977	134	17	27	27	NUM
ajfa-2977	134	18	o	o	NOUN
ajfa-2977	134	19	g	g	NOUN
ajfa-2977	134	20	formula	formula	NOUN
ajfa-2977	134	21	:	:	PUNCT
ajfa-2977	134	22	024	024	NUM
ajfa-2977	134	23	0.0.005x	0.0.005x	NOUN
ajfa-2977	134	24	ε	ε	PROPN
ajfa-2977	134	25	ately	ately	ADV
ajfa-2977	134	26	estima	estima	PROPN
ajfa-2977	134	27	0	0	NUM
ajfa-2977	134	28	1	1	NUM
ajfa-2977	135	1	cy	cy	NOUN
ajfa-2977	135	2	was	be	AUX
ajfa-2977	135	3	%	%	INTJ
ajfa-2977	135	4	81	81	NUM
ajfa-2977	135	5	es	es	NOUN
ajfa-2977	135	6	shown	show	VERB
ajfa-2977	135	7	in	in	ADP
ajfa-2977	135	8	s	s	PROPN
ajfa-2977	135	9	co	co	VERB
ajfa-2977	135	10	co	co	PROPN
ajfa-2977	135	11	rmination	rmination	PROPN
ajfa-2977	135	12	0	0	NUM
ajfa-2977	135	13	.	.	PUNCT
ajfa-2977	136	1	on	on	ADP
ajfa-2977	136	2	test	test	NOUN
ajfa-2977	136	3	7	7	NUM
ajfa-2977	136	4	coefficients	coefficient	NOUN
ajfa-2977	136	5	sig	sig	NOUN
ajfa-2977	136	6	.	.	PUNCT
ajfa-2977	137	1	10.000	10.000	NUM
ajfa-2977	137	2	10.09	10.09	NUM
ajfa-2977	137	3	10.761	10.761	NUM
ajfa-2977	137	4	10.927tio	10.927tio	NOUN
ajfa-2977	137	5	10.005	10.005	NUM
ajfa-2977	137	6	10.004	10.004	NUM
ajfa-2977	137	7	10.691	10.691	NUM
ajfa-2977	137	8	10.054	10.054	NUM
ajfa-2977	137	9	e	e	NOUN
ajfa-2977	137	10	in	in	ADP
ajfa-2977	137	11	significa	significa	PROPN
ajfa-2977	137	12	statistically	statistically	PROPN
ajfa-2977	137	13	f	f	PROPN
ajfa-2977	137	14	distributio	distributio	PROPN
ajfa-2977	137	15	003	003	NUM
ajfa-2977	137	16	0ε	0ε	NOUN
ajfa-2977	137	17	ate	eat	VERB
ajfa-2977	137	18	of	of	ADP
ajfa-2977	137	19	bankr	bankr	NOUN
ajfa-2977	137	20	estimation	estimation	NOUN
ajfa-2977	137	21	0	0	NUM
ajfa-2977	137	22	133	133	NUM
ajfa-2977	137	23	35	35	NUM
ajfa-2977	137	24	1	1	NUM
ajfa-2977	137	25	.	.	PUNCT
ajfa-2977	137	26	for	for	ADP
ajfa-2977	137	27	non	non	ADJ
ajfa-2977	137	28	-	-	PROPN
ajfa-2977	137	29	b	b	ADJ
ajfa-2977	137	30	n	n	PRON
ajfa-2977	137	31	table4	table4	NOUN
ajfa-2977	137	32	.	.	PUNCT
ajfa-2977	138	1	54	54	NUM
ajfa-2977	138	2	oefficient	oefficient	NOUN
ajfa-2977	138	3	of	of	ADP
ajfa-2977	138	4	d	d	PROPN
ajfa-2977	138	5	ox	ox	PROPN
ajfa-2977	138	6	&	&	CCONJ
ajfa-2977	138	7	snell	snell	PROPN
ajfa-2977	138	8	.191	.191	NUM
ajfa-2977	138	9	df	df	PROPN
ajfa-2977	138	10	40.055	40.055	NUM
ajfa-2977	138	11	walddf	walddf	NOUN
ajfa-2977	138	12	14.261.000	14.261.000	NUM
ajfa-2977	138	13	2.8211.000	2.8211.000	NUM
ajfa-2977	138	14	0.0921.000	0.0921.000	NUM
ajfa-2977	138	15	0.0081.000	0.0081.000	NUM
ajfa-2977	138	16	7.9831.000	7.9831.000	NUM
ajfa-2977	138	17	8.2141.000	8.2141.000	NUM
ajfa-2977	138	18	0.1581.000	0.1581.000	NUM
ajfa-2977	138	19	3.7231.000	3.7231.000	NUM
ajfa-2977	138	20	ance	ance	NOUN
ajfa-2977	138	21	test	test	NOUN
ajfa-2977	138	22	(	(	PUNCT
ajfa-2977	138	23	p	p	NOUN
ajfa-2977	138	24	y	y	PROPN
ajfa-2977	138	25	significan	significan	ADJ
ajfa-2977	138	26	on	on	ADP
ajfa-2977	138	27	.	.	PUNCT
ajfa-2977	138	28	table	table	NOUN
ajfa-2977	138	29	3	3	NUM
ajfa-2977	138	30	.0004x	.0004x	PROPN
ajfa-2977	138	31	ruptcy	ruptcy	NOUN
ajfa-2977	138	32	n	n	PROPN
ajfa-2977	138	33	of	of	ADP
ajfa-2977	138	34	bankrupt	bankrupt	ADJ
ajfa-2977	138	35	1	1	NUM
ajfa-2977	138	36	1	1	NUM
ajfa-2977	138	37	2	2	NUM
ajfa-2977	138	38	bankrupt	bankrupt	ADJ
ajfa-2977	138	39	co	co	NOUN
ajfa-2977	138	40	asian	asian	ADJ
ajfa-2977	138	41	determination	determination	NOUN
ajfa-2977	138	42	5	5	NUM
ajfa-2977	138	43	std	std	NOUN
ajfa-2977	138	44	statistic	statistic	NOUN
ajfa-2977	138	45	0.064	0.064	NUM
ajfa-2977	138	46	0.0	0.0	NUM
ajfa-2977	138	47	0.02	0.02	NUM
ajfa-2977	138	48	0.08	0.08	NUM
ajfa-2977	138	49	0.03	0.03	NUM
ajfa-2977	138	50	0.04	0.04	NUM
ajfa-2977	138	51	0.08	0.08	NUM
ajfa-2977	138	52	253	253	NUM
ajfa-2977	138	53	=	=	NUM
ajfa-2977	138	54	0.000	0.000	NUM
ajfa-2977	138	55	)	)	PUNCT
ajfa-2977	138	56	sho	sho	NOUN
ajfa-2977	138	57	nt	not	PART
ajfa-2977	138	58	and	and	CCONJ
ajfa-2977	138	59	due	due	ADJ
ajfa-2977	138	60	shows	show	NOUN
ajfa-2977	138	61	logis	logis	PROPN
ajfa-2977	138	62	0.001x	0.001x	PROPN
ajfa-2977	138	63	cy	cy	PROPN
ajfa-2977	138	64	1	1	NUM
ajfa-2977	138	65	1	1	NUM
ajfa-2977	138	66	20	20	NUM
ajfa-2977	138	67	mpanies	mpanie	NOUN
ajfa-2977	138	68	,	,	PUNCT
ajfa-2977	138	69	it	it	PRON
ajfa-2977	138	70	n	n	PRON
ajfa-2977	138	71	journal	journal	NOUN
ajfa-2977	138	72	of	of	ADP
ajfa-2977	138	73	f	f	PROPN
ajfa-2977	138	74	-2	-2	INTJ
ajfa-2977	138	75	log	log	VERB
ajfa-2977	138	76	like	like	ADP
ajfa-2977	138	77	187.898	187.898	NUM
ajfa-2977	138	78	tandard	tandard	NOUN
ajfa-2977	138	79	deviat	deviat	VERB
ajfa-2977	138	80	006	006	NUM
ajfa-2977	138	81	002	002	NUM
ajfa-2977	138	82	001	001	NUM
ajfa-2977	138	83	007	007	NUM
ajfa-2977	138	84	078	078	NUM
ajfa-2977	138	85	080	080	NUM
ajfa-2977	138	86	012	012	NUM
ajfa-2977	138	87	52.742	52.742	NUM
ajfa-2977	138	88	own	own	ADJ
ajfa-2977	138	89	in	in	ADP
ajfa-2977	138	90	tabl	tabl	NOUN
ajfa-2977	138	91	to	to	ADP
ajfa-2977	138	92	its	its	PRON
ajfa-2977	138	93	resu	resu	NOUN
ajfa-2977	138	94	stic	stic	ADJ
ajfa-2977	138	95	regressi	regressi	PROPN
ajfa-2977	138	96	0.220x	0.220x	PROPN
ajfa-2977	138	97	percentag	percentag	NOUN
ajfa-2977	138	98	99.3	99.3	NUM
ajfa-2977	138	99	36.4	36.4	NUM
ajfa-2977	138	100	81.0	81.0	NUM
ajfa-2977	138	101	was	be	AUX
ajfa-2977	138	102	%	%	INTJ
ajfa-2977	138	103	99	99	NUM
ajfa-2977	138	104	a	a	DET
ajfa-2977	138	105	finance	finance	NOUN
ajfa-2977	138	106	&	&	CCONJ
ajfa-2977	138	107	ac	ac	PROPN
ajfa-2977	138	108	issn	issn	PROPN
ajfa-2977	138	109	19	19	NUM
ajfa-2977	138	110	2013	2013	NUM
ajfa-2977	138	111	,	,	PUNCT
ajfa-2977	138	112	vol	vol	NOUN
ajfa-2977	138	113	.	.	PUNCT
ajfa-2977	138	114	www.macrothi	www.macrothi	X
ajfa-2977	139	1	elihood	elihood	PROPN
ajfa-2977	139	2	c	c	PROPN
ajfa-2977	139	3	coeffiction	coeffiction	NOUN
ajfa-2977	139	4	0.024	0.024	NUM
ajfa-2977	139	5	0.003	0.003	NUM
ajfa-2977	139	6	0.0004	0.0004	NUM
ajfa-2977	139	7	0.001	0.001	NUM
ajfa-2977	139	8	0.220	0.220	NUM
ajfa-2977	139	9	0.228	0.228	NUM
ajfa-2977	139	10	0.005	0.005	NUM
ajfa-2977	139	11	487.667	487.667	NUM
ajfa-2977	139	12	le	le	SYM
ajfa-2977	139	13	1	1	NUM
ajfa-2977	139	14	and	and	CCONJ
ajfa-2977	139	15	2	2	NUM
ajfa-2977	139	16	,	,	PUNCT
ajfa-2977	139	17	i	i	PRON
ajfa-2977	139	18	ulted	ulte	VERB
ajfa-2977	139	19	determ	determ	NOUN
ajfa-2977	139	20	ion	ion	NOUN
ajfa-2977	139	21	coeffici	coeffici	NOUN
ajfa-2977	139	22	0.228x	0.228x	NUM
ajfa-2977	139	23	ge	ge	PROPN
ajfa-2977	139	24	of	of	ADP
ajfa-2977	139	25	accuracy	accuracy	NOUN
ajfa-2977	139	26	and	and	CCONJ
ajfa-2977	139	27	it	it	PRON
ajfa-2977	139	28	was	be	AUX
ajfa-2977	139	29	%	%	ADV
ajfa-2977	139	30	ccounting	ccounte	VERB
ajfa-2977	139	31	946	946	NUM
ajfa-2977	139	32	-	-	PUNCT
ajfa-2977	139	33	052x	052x	NOUN
ajfa-2977	139	34	5	5	NUM
ajfa-2977	139	35	,	,	PUNCT
ajfa-2977	139	36	no	no	INTJ
ajfa-2977	139	37	.	.	NOUN
ajfa-2977	139	38	1	1	NUM
ajfa-2977	139	39	ink.org/ajfa	ink.org/ajfa	PRON
ajfa-2977	139	40	chi	chi	ADJ
ajfa-2977	139	41	-	-	PUNCT
ajfa-2977	139	42	square	square	ADJ
ajfa-2977	139	43	cient	cient	NOUN
ajfa-2977	139	44	7	7	NUM
ajfa-2977	139	45	it	it	PRON
ajfa-2977	139	46	can	can	AUX
ajfa-2977	139	47	be	be	AUX
ajfa-2977	139	48	mination	mination	NOUN
ajfa-2977	139	49	ents	ent	NOUN
ajfa-2977	139	50	and	and	CCONJ
ajfa-2977	140	1	y	y	PRON
ajfa-2977	140	2	%	%	NOUN
ajfa-2977	140	3	36	36	NUM
ajfa-2977	140	4	for	for	ADP
ajfa-2977	140	5	4.2	4.2	NUM
ajfa-2977	140	6	pro	pro	ADJ
ajfa-2977	140	7	probit	probit	NOUN
ajfa-2977	140	8	r	r	NOUN
ajfa-2977	140	9	table	table	NOUN
ajfa-2977	140	10	5	5	NUM
ajfa-2977	140	11	0.000	0.000	NUM
ajfa-2977	140	12	table	table	NOUN
ajfa-2977	140	13	6	6	NUM
ajfa-2977	140	14	intercept	intercept	NOUN
ajfa-2977	140	15	roe	roe	NOUN
ajfa-2977	140	16	inventory	inventory	NOUN
ajfa-2977	140	17	tu	tu	PROPN
ajfa-2977	140	18	collection	collection	NOUN
ajfa-2977	140	19	p	p	NOUN
ajfa-2977	140	20	product	product	NOUN
ajfa-2977	140	21	of	of	ADP
ajfa-2977	140	22	w	w	PROPN
ajfa-2977	140	23	debt	debt	NOUN
ajfa-2977	140	24	ratio	ratio	NOUN
ajfa-2977	140	25	debt	debt	NOUN
ajfa-2977	140	26	to	to	ADP
ajfa-2977	140	27	equ	equ	PROPN
ajfa-2977	140	28	debt	debt	NOUN
ajfa-2977	140	29	covera	covera	NOUN
ajfa-2977	140	30	accord	accord	NOUN
ajfa-2977	140	31	conclud	conclud	VERB
ajfa-2977	140	32	coeffici	coeffici	ADJ
ajfa-2977	140	33	table	table	NOUN
ajfa-2977	140	34	7	7	NUM
ajfa-2977	140	35	obit	obit	NOUN
ajfa-2977	140	36	model	model	NOUN
ajfa-2977	140	37	regression	regression	NOUN
ajfa-2977	140	38	m	m	VERB
ajfa-2977	140	39	5	5	NUM
ajfa-2977	140	40	.	.	PUNCT
ajfa-2977	140	41	significan	significan	ADJ
ajfa-2977	140	42	6	6	NUM
ajfa-2977	140	43	.	.	PUNCT
ajfa-2977	141	1	probit	probit	NOUN
ajfa-2977	141	2	reg	reg	NUM
ajfa-2977	141	3	urnover	urnover	ADP
ajfa-2977	141	4	period	period	NOUN
ajfa-2977	141	5	working	work	VERB
ajfa-2977	141	6	capit	capit	PROPN
ajfa-2977	141	7	uity	uity	PROPN
ajfa-2977	141	8	ratio	ratio	PROPN
ajfa-2977	141	9	age	age	NOUN
ajfa-2977	141	10	ratio	ratio	NOUN
ajfa-2977	141	11	ing	ing	ADJ
ajfa-2977	141	12	to	to	PART
ajfa-2977	141	13	like	like	INTJ
ajfa-2977	141	14	ded	ded	VERB
ajfa-2977	141	15	that	that	DET
ajfa-2977	141	16	th	th	ADP
ajfa-2977	141	17	ients	ient	NOUN
ajfa-2977	141	18	and	and	CCONJ
ajfa-2977	141	19	giv1	giv1	NOUN
ajfa-2977	141	20	0	0	NUM
ajfa-2977	141	21	7	7	X
ajfa-2977	141	22	.	.	PUNCT
ajfa-2977	141	23	to	to	PART
ajfa-2977	141	24	accura	accura	VERB
ajfa-2977	141	25	obser	obser	NOUN
ajfa-2977	141	26	percen	percen	NOUN
ajfa-2977	141	27	model	model	NOUN
ajfa-2977	141	28	was	be	AUX
ajfa-2977	141	29	m	m	VERB
ajfa-2977	141	30	nt	not	PART
ajfa-2977	141	31	regressio	regressio	VERB
ajfa-2977	141	32	sig	sig	NOUN
ajfa-2977	141	33	.	.	PROPN
ajfa-2977	141	34	7	7	NUM
ajfa-2977	141	35	gression	gression	NOUN
ajfa-2977	141	36	coe	coe	PROPN
ajfa-2977	141	37	al	al	PROPN
ajfa-2977	141	38	ratio	ratio	PROPN
ajfa-2977	141	39	lihood	lihood	PROPN
ajfa-2977	141	40	valu	valu	VERB
ajfa-2977	141	41	he	he	PRON
ajfa-2977	141	42	model	model	VERB
ajfa-2977	141	43	i	i	PRON
ajfa-2977	141	44	ves	ves	NUM
ajfa-2977	141	45	the	the	DET
ajfa-2977	141	46	follo135	follo135	PROPN
ajfa-2977	141	47	00.0742x	00.0742x	PUNCT
ajfa-2977	141	48	ately	ately	ADV
ajfa-2977	141	49	estima	estima	PROPN
ajfa-2977	141	50	rved	rve	VERB
ajfa-2977	141	51	bankrupt	bankrupt	ADJ
ajfa-2977	141	52	nt	not	PART
ajfa-2977	141	53	measured	measure	VERB
ajfa-2977	141	54	ba	ba	PROPN
ajfa-2977	141	55	1	1	NUM
ajfa-2977	141	56	on	on	ADP
ajfa-2977	141	57	test	test	NOUN
ajfa-2977	141	58	7	7	NUM
ajfa-2977	141	59	efficients	efficient	NOUN
ajfa-2977	141	60	sig	sig	PROPN
ajfa-2977	141	61	.	.	PROPN
ajfa-2977	142	1	0.279	0.279	NUM
ajfa-2977	142	2	0.000	0.000	NUM
ajfa-2977	142	3	0.059	0.059	NUM
ajfa-2977	142	4	0.924	0.924	NUM
ajfa-2977	142	5	0.892	0.892	NUM
ajfa-2977	142	6	0.012	0.012	NUM
ajfa-2977	142	7	0.009	0.009	NUM
ajfa-2977	142	8	0.724	0.724	NUM
ajfa-2977	142	9	ue	ue	ADJ
ajfa-2977	142	10	in	in	ADP
ajfa-2977	142	11	signif	signif	NOUN
ajfa-2977	142	12	is	be	AUX
ajfa-2977	142	13	statistica	statistica	NOUN
ajfa-2977	142	14	owing	owe	VERB
ajfa-2977	142	15	form0.01020.0024x	form0.01020.0024x	ADJ
ajfa-2977	142	16	ate	eat	VERB
ajfa-2977	142	17	of	of	ADP
ajfa-2977	142	18	bankr	bankr	NOUN
ajfa-2977	142	19	estim	estim	X
ajfa-2977	142	20	0	0	NUM
ajfa-2977	142	21	1330	1330	NUM
ajfa-2977	142	22	tcy	tcy	NOUN
ajfa-2977	142	23	371	371	NUM
ajfa-2977	142	24	55	55	NUM
ajfa-2977	142	25	ased	ase	VERB
ajfa-2977	142	26	on	on	ADP
ajfa-2977	142	27	the	the	DET
ajfa-2977	142	28	df	df	PROPN
ajfa-2977	142	29	34.984	34.984	NUM
ajfa-2977	142	30	wal	wal	PROPN
ajfa-2977	142	31	df	df	PROPN
ajfa-2977	142	32	1.1711	1.1711	NUM
ajfa-2977	142	33	13.9101	13.9101	NUM
ajfa-2977	142	34	3.5571	3.5571	NUM
ajfa-2977	142	35	0.0091	0.0091	NUM
ajfa-2977	142	36	0.0181	0.0181	NUM
ajfa-2977	143	1	6.3431	6.3431	NUM
ajfa-2977	143	2	6.8561	6.8561	NUM
ajfa-2977	143	3	0.1241	0.1241	NUM
ajfa-2977	143	4	ficance	ficance	NOUN
ajfa-2977	143	5	test	test	NOUN
ajfa-2977	143	6	ally	ally	NOUN
ajfa-2977	143	7	signific	signific	PROPN
ajfa-2977	143	8	mula	mula	PROPN
ajfa-2977	143	9	:	:	PUNCT
ajfa-2977	143	10	0.0019ε	0.0019ε	NUM
ajfa-2977	143	11	ruptcy	ruptcy	NOUN
ajfa-2977	143	12	mation	mation	NOUN
ajfa-2977	143	13	of	of	ADP
ajfa-2977	143	14	ban	ban	NOUN
ajfa-2977	143	15	1	1	NUM
ajfa-2977	143	16	1	1	NUM
ajfa-2977	143	17	18	18	NUM
ajfa-2977	143	18	asian	asian	ADJ
ajfa-2977	143	19	following	follow	VERB
ajfa-2977	143	20	e	e	PROPN
ajfa-2977	143	21	4	4	NUM
ajfa-2977	143	22	ld	ld	PROPN
ajfa-2977	143	23	statistic	statistic	NOUN
ajfa-2977	143	24	1	1	NUM
ajfa-2977	143	25	0	0	NUM
ajfa-2977	143	26	0	0	NUM
ajfa-2977	143	27	0	0	NUM
ajfa-2977	143	28	0	0	NUM
ajfa-2977	143	29	0	0	NUM
ajfa-2977	143	30	0	0	NUM
ajfa-2977	143	31	0	0	NUM
ajfa-2977	144	1	t	t	PROPN
ajfa-2977	144	2	(	(	PUNCT
ajfa-2977	144	3	p=0.000	p=0.000	PROPN
ajfa-2977	144	4	)	)	PUNCT
ajfa-2977	144	5	ca	can	AUX
ajfa-2977	144	6	nt	not	PART
ajfa-2977	144	7	.	.	PUNCT
ajfa-2977	145	1	table	table	NOUN
ajfa-2977	145	2	0.0001x	0.0001x	PROPN
ajfa-2977	145	3	per	per	ADP
ajfa-2977	145	4	nkruptcy	nkruptcy	NOUN
ajfa-2977	145	5	99	99	NUM
ajfa-2977	145	6	338	338	NUM
ajfa-2977	145	7	80	80	NUM
ajfa-2977	145	8	.	.	PUNCT
ajfa-2977	146	1	n	n	PRON
ajfa-2977	146	2	journal	journal	NOUN
ajfa-2977	146	3	of	of	ADP
ajfa-2977	146	4	f	f	PROPN
ajfa-2977	146	5	equation	equation	NOUN
ajfa-2977	146	6	:	:	PUNCT
ajfa-2977	146	7	ε	ε	PROPN
ajfa-2977	146	8	standard	standard	PROPN
ajfa-2977	146	9	d	d	PROPN
ajfa-2977	146	10	124.7689	124.7689	NUM
ajfa-2977	146	11	0.0027	0.0027	NUM
ajfa-2977	146	12	0.0010	0.0010	NUM
ajfa-2977	146	13	0.0007	0.0007	NUM
ajfa-2977	146	14	0.0040	0.0040	NUM
ajfa-2977	146	15	0.0363	0.0363	NUM
ajfa-2977	146	16	0.0283	0.0283	NUM
ajfa-2977	146	17	0.0069	0.0069	NUM
ajfa-2977	146	18	)	)	PUNCT
ajfa-2977	146	19	shown	show	VERB
ajfa-2977	146	20	in	in	ADP
ajfa-2977	146	21	e	e	PROPN
ajfa-2977	146	22	6	6	NUM
ajfa-2977	146	23	shows	show	VERB
ajfa-2977	146	24	x	x	X
ajfa-2977	146	25	0.0005	0.0005	NUM
ajfa-2977	146	26	rcentage	rcentage	NOUN
ajfa-2977	146	27	of	of	ADP
ajfa-2977	146	28	ac	ac	PROPN
ajfa-2977	146	29	0	0	NUM
ajfa-2977	146	30	finance	finance	PROPN
ajfa-2977	146	31	&	&	CCONJ
ajfa-2977	146	32	ac	ac	PROPN
ajfa-2977	146	33	issn	issn	PROPN
ajfa-2977	146	34	19	19	NUM
ajfa-2977	146	35	2013	2013	NUM
ajfa-2977	146	36	,	,	PUNCT
ajfa-2977	146	37	vol	vol	NOUN
ajfa-2977	146	38	.	.	PUNCT
ajfa-2977	147	1	www.macrothi	www.macrothi	X
ajfa-2977	148	1	deviation	deviation	NOUN
ajfa-2977	148	2	10	10	NUM
ajfa-2977	148	3	.	.	NOUN
ajfa-2977	148	4	00000	00000	NUM
ajfa-2977	148	5	.	.	PUNCT
ajfa-2977	149	1	0	0	NUM
ajfa-2977	149	2	.	.	X
ajfa-2977	150	1	n	n	CCONJ
ajfa-2977	150	2	table5	table5	X
ajfa-2977	150	3	,	,	PUNCT
ajfa-2977	150	4	it	it	PRON
ajfa-2977	150	5	s	s	VERB
ajfa-2977	150	6	probit	probit	NOUN
ajfa-2977	150	7	re	re	ADP
ajfa-2977	150	8	5x	5x	NUM
ajfa-2977	150	9	0.09	0.09	NUM
ajfa-2977	150	10	ccuracy	ccuracy	NOUN
ajfa-2977	150	11	ccounting	ccounte	VERB
ajfa-2977	150	12	946	946	NUM
ajfa-2977	150	13	-	-	PUNCT
ajfa-2977	150	14	052x	052x	NOUN
ajfa-2977	150	15	5	5	NUM
ajfa-2977	150	16	,	,	PUNCT
ajfa-2977	150	17	no	no	INTJ
ajfa-2977	150	18	.	.	NOUN
ajfa-2977	150	19	1	1	NUM
ajfa-2977	150	20	ink.org/ajfa	ink.org/ajfa	PRON
ajfa-2977	150	21	chi	chi	ADJ
ajfa-2977	150	22	-	-	PUNCT
ajfa-2977	150	23	square	square	ADJ
ajfa-2977	150	24	coefficient	coefficient	NOUN
ajfa-2977	150	25	135.00	135.00	NUM
ajfa-2977	150	26	.0102	.0102	NOUN
ajfa-2977	150	27	0.0019	0.0019	NUM
ajfa-2977	150	28	0.0001	0.0001	NUM
ajfa-2977	150	29	0.0005	0.0005	NUM
ajfa-2977	150	30	0.0915	0.0915	NUM
ajfa-2977	150	31	.0742	.0742	PROPN
ajfa-2977	150	32	.0024	.0024	PROPN
ajfa-2977	150	33	t	t	PROPN
ajfa-2977	150	34	can	can	AUX
ajfa-2977	150	35	be	be	AUX
ajfa-2977	150	36	gression	gression	NOUN
ajfa-2977	150	37	15x	15x	NOUN
ajfa-2977	150	38	estimat	estimat	ADJ
ajfa-2977	150	39	bankrup	bankrup	NOUN
ajfa-2977	150	40	4.3	4.3	NUM
ajfa-2977	150	41	mu	mu	PROPN
ajfa-2977	150	42	multipl	multipl	PROPN
ajfa-2977	150	43	table	table	NOUN
ajfa-2977	150	44	8	8	NUM
ajfa-2977	150	45	table	table	NOUN
ajfa-2977	150	46	9	9	NUM
ajfa-2977	150	47	sig	sig	NOUN
ajfa-2977	150	48	.	.	PUNCT
ajfa-2977	151	1	0.243	0.243	NUM
ajfa-2977	151	2	table	table	NOUN
ajfa-2977	151	3	1	1	NUM
ajfa-2977	151	4	roe	roe	NOUN
ajfa-2977	151	5	inventory	inventory	NOUN
ajfa-2977	151	6	t	t	PROPN
ajfa-2977	151	7	collection	collection	NOUN
ajfa-2977	151	8	product	product	NOUN
ajfa-2977	151	9	to	to	ADP
ajfa-2977	151	10	debt	debt	NOUN
ajfa-2977	151	11	ratio	ratio	NOUN
ajfa-2977	151	12	debt	debt	NOUN
ajfa-2977	151	13	to	to	ADP
ajfa-2977	151	14	equ	equ	PROPN
ajfa-2977	151	15	debt	debt	NOUN
ajfa-2977	151	16	cover	cover	NOUN
ajfa-2977	151	17	(	(	PUNCT
ajfa-2977	151	18	constant	constant	ADJ
ajfa-2977	151	19	)	)	PUNCT
ajfa-2977	151	20	regardi	regardi	VERB
ajfa-2977	151	21	signific	signific	ADJ
ajfa-2977	151	22	8	8	NUM
ajfa-2977	151	23	and	and	CCONJ
ajfa-2977	151	24	table	table	NOUN
ajfa-2977	151	25	formula	formula	NOUN
ajfa-2977	151	26	canonical	canonical	ADJ
ajfa-2977	151	27	c	c	PROPN
ajfa-2977	151	28	0.220	0.220	NUM
ajfa-2977	151	29	tion	tion	NOUN
ajfa-2977	151	30	accura	accura	NOUN
ajfa-2977	151	31	pt	pt	PROPN
ajfa-2977	151	32	companie	companie	PROPN
ajfa-2977	151	33	ultiple	ultiple	PROPN
ajfa-2977	151	34	-	-	PUNCT
ajfa-2977	151	35	discr	discr	PROPN
ajfa-2977	151	36	le	le	PROPN
ajfa-2977	151	37	-	-	NOUN
ajfa-2977	151	38	discrimin	discrimin	ADJ
ajfa-2977	151	39	8	8	NUM
ajfa-2977	151	40	.	.	PUNCT
ajfa-2977	151	41	table	table	NOUN
ajfa-2977	151	42	eig	eig	NOUN
ajfa-2977	151	43	9	9	NUM
ajfa-2977	151	44	.	.	NOUN
ajfa-2977	151	45	table	table	NOUN
ajfa-2977	151	46	me	i	PRON
ajfa-2977	151	47	10	10	NUM
ajfa-2977	151	48	.	.	PUNCT
ajfa-2977	152	1	table	table	NOUN
ajfa-2977	152	2	no	no	DET
ajfa-2977	152	3	turnover	turnover	NOUN
ajfa-2977	152	4	period	period	NOUN
ajfa-2977	153	1	working	work	VERB
ajfa-2977	153	2	capit	capit	PROPN
ajfa-2977	153	3	uity	uity	PROPN
ajfa-2977	153	4	ratio	ratio	PROPN
ajfa-2977	153	5	r	r	NOUN
ajfa-2977	153	6	ratio	ratio	NOUN
ajfa-2977	153	7	ing	e	VERB
ajfa-2977	153	8	the	the	DET
ajfa-2977	153	9	lik	lik	PROPN
ajfa-2977	153	10	cance	cance	PROPN
ajfa-2977	153	11	level	level	NOUN
ajfa-2977	153	12	,	,	PUNCT
ajfa-2977	153	13	9	9	NUM
ajfa-2977	153	14	.	.	NOUN
ajfa-2977	153	15	10	10	NUM
ajfa-2977	153	16	shows	show	VERB
ajfa-2977	153	17	a	a	DET
ajfa-2977	153	18	:	:	PUNCT
ajfa-2977	153	19	correlation	correlation	NOUN
ajfa-2977	153	20	acy	acy	NOUN
ajfa-2977	153	21	was	be	AUX
ajfa-2977	153	22	80	80	NUM
ajfa-2977	153	23	es	es	NOUN
ajfa-2977	153	24	,	,	PUNCT
ajfa-2977	153	25	shown	show	VERB
ajfa-2977	153	26	in	in	ADP
ajfa-2977	153	27	riminant	riminant	PROPN
ajfa-2977	153	28	mo	mo	PROPN
ajfa-2977	153	29	nant	nant	PROPN
ajfa-2977	153	30	model	model	PROPN
ajfa-2977	153	31	w	w	PROPN
ajfa-2977	153	32	genvalue	genvalue	PROPN
ajfa-2977	153	33	fun	fun	NOUN
ajfa-2977	153	34	eaningful	eaningful	ADJ
ajfa-2977	153	35	tes	tes	PROPN
ajfa-2977	153	36	df	df	PROPN
ajfa-2977	153	37	7	7	NUM
ajfa-2977	153	38	on	on	ADP
ajfa-2977	153	39	-	-	PUNCT
ajfa-2977	153	40	standard	standard	ADJ
ajfa-2977	154	1	tal	tal	PROPN
ajfa-2977	154	2	ratio	ratio	PROPN
ajfa-2977	154	3	kelihood	kelihood	PROPN
ajfa-2977	154	4	va	va	PROPN
ajfa-2977	155	1	it	it	PRON
ajfa-2977	155	2	can	can	AUX
ajfa-2977	155	3	be	be	AUX
ajfa-2977	155	4	sa	sa	ADP
ajfa-2977	155	5	non	non	ADJ
ajfa-2977	155	6	-	-	PROPN
ajfa-2977	155	7	standa	standa	ADJ
ajfa-2977	155	8	c	c	NOUN
ajfa-2977	155	9	%	%	NOUN
ajfa-2977	155	10	0	0	NUM
ajfa-2977	155	11	.	.	PUNCT
ajfa-2977	156	1	for	for	ADP
ajfa-2977	156	2	no	no	DET
ajfa-2977	156	3	n	n	ADV
ajfa-2977	156	4	table7	table7	PROPN
ajfa-2977	156	5	.	.	PUNCT
ajfa-2977	156	6	odel	odel	PROPN
ajfa-2977	156	7	was	be	AUX
ajfa-2977	156	8	examin	examin	NOUN
ajfa-2977	156	9	v	v	ADP
ajfa-2977	156	10	nction	nction	PROPN
ajfa-2977	157	1	st	st	PROPN
ajfa-2977	158	1	c	c	PROPN
ajfa-2977	158	2	9	9	NUM
ajfa-2977	158	3	dized	dize	VERB
ajfa-2977	158	4	coeffic	coeffic	ADJ
ajfa-2977	158	5	alue	alue	NOUN
ajfa-2977	158	6	in	in	ADP
ajfa-2977	158	7	sig	sig	NOUN
ajfa-2977	158	8	aid	aid	NOUN
ajfa-2977	158	9	that	that	PRON
ajfa-2977	158	10	the	the	DET
ajfa-2977	158	11	m	m	VERB
ajfa-2977	158	12	ardized	ardized	ADJ
ajfa-2977	158	13	coe	coe	PROPN
ajfa-2977	158	14	cumulative	cumulative	ADJ
ajfa-2977	158	15	%	%	NOUN
ajfa-2977	158	16	100.0	100.0	NUM
ajfa-2977	158	17	56	56	NUM
ajfa-2977	158	18	on	on	ADP
ajfa-2977	158	19	-	-	PUNCT
ajfa-2977	158	20	bankrupt	bankrupt	ADJ
ajfa-2977	158	21	ned	ned	NOUN
ajfa-2977	158	22	based	base	VERB
ajfa-2977	158	23	on	on	ADP
ajfa-2977	158	24	b	b	PROPN
ajfa-2977	158	25	b	b	PROPN
ajfa-2977	158	26	chi	chi	ADJ
ajfa-2977	158	27	-	-	PUNCT
ajfa-2977	158	28	square	square	ADJ
ajfa-2977	158	29	9.130	9.130	NUM
ajfa-2977	158	30	cient	cient	NOUN
ajfa-2977	158	31	focal	focal	ADJ
ajfa-2977	158	32	gnificance	gnificance	NOUN
ajfa-2977	158	33	model	model	NOUN
ajfa-2977	158	34	is	be	AUX
ajfa-2977	158	35	sta	sta	ADV
ajfa-2977	158	36	efficient	efficient	ADJ
ajfa-2977	158	37	fo	fo	ADP
ajfa-2977	158	38	asian	asian	PROPN
ajfa-2977	158	39	t	t	PROPN
ajfa-2977	158	40	companie	companie	PROPN
ajfa-2977	158	41	n	n	PROPN
ajfa-2977	158	42	the	the	DET
ajfa-2977	158	43	follow	follow	PROPN
ajfa-2977	158	44	b	b	PROPN
ajfa-2977	158	45	xj	xj	PROPN
ajfa-2977	158	46	functions	functions	PROPN
ajfa-2977	158	47	test	test	NOUN
ajfa-2977	158	48	(	(	PUNCT
ajfa-2977	158	49	p=0.2	p=0.2	NOUN
ajfa-2977	158	50	atistically	atistically	ADV
ajfa-2977	158	51	in	in	ADP
ajfa-2977	158	52	ocal	ocal	ADJ
ajfa-2977	158	53	functio	functio	NOUN
ajfa-2977	158	54	%	%	NOUN
ajfa-2977	158	55	of	of	ADP
ajfa-2977	158	56	varianc	varianc	PROPN
ajfa-2977	158	57	100.0	100.0	NUM
ajfa-2977	158	58	n	n	PROPN
ajfa-2977	158	59	journal	journal	NOUN
ajfa-2977	158	60	of	of	ADP
ajfa-2977	158	61	f	f	PROPN
ajfa-2977	158	62	s	s	PROPN
ajfa-2977	158	63	,	,	PUNCT
ajfa-2977	158	64	it	it	PRON
ajfa-2977	158	65	was	be	AUX
ajfa-2977	158	66	%	%	NOUN
ajfa-2977	158	67	wing	wing	NOUN
ajfa-2977	158	68	equatio	equatio	NOUN
ajfa-2977	158	69	wilks	wilks	PROPN
ajfa-2977	158	70	'	'	PART
ajfa-2977	158	71	lam	lam	PROPN
ajfa-2977	158	72	0.951	0.951	NUM
ajfa-2977	158	73	243	243	NUM
ajfa-2977	158	74	)	)	PUNCT
ajfa-2977	158	75	and	and	CCONJ
ajfa-2977	158	76	c	c	PROPN
ajfa-2977	158	77	nsignificant	nsignificant	PROPN
ajfa-2977	158	78	ons	ons	PROPN
ajfa-2977	158	79	and	and	CCONJ
ajfa-2977	158	80	gi	gi	ADP
ajfa-2977	158	81	ce	ce	PROPN
ajfa-2977	158	82	finance	finance	PROPN
ajfa-2977	158	83	&	&	CCONJ
ajfa-2977	158	84	ac	ac	PROPN
ajfa-2977	158	85	issn	issn	PROPN
ajfa-2977	158	86	19	19	NUM
ajfa-2977	158	87	2013	2013	NUM
ajfa-2977	158	88	,	,	PUNCT
ajfa-2977	158	89	vol	vol	NOUN
ajfa-2977	158	90	.	.	PUNCT
ajfa-2977	159	1	www.macrothi	www.macrothi	X
ajfa-2977	160	1	%	%	INTJ
ajfa-2977	160	2	99	99	NUM
ajfa-2977	160	3	and	and	CCONJ
ajfa-2977	160	4	%	%	NOUN
ajfa-2977	160	5	on	on	ADP
ajfa-2977	160	6	:	:	PUNCT
ajfa-2977	160	7	mbda	mbda	ADJ
ajfa-2977	160	8	function	function	VERB
ajfa-2977	160	9	1	1	NUM
ajfa-2977	160	10	0.001	0.001	NUM
ajfa-2977	160	11	0.001	0.001	NUM
ajfa-2977	160	12	0.003	0.003	NUM
ajfa-2977	160	13	0.001	0.001	NUM
ajfa-2977	160	14	0.121	0.121	NUM
ajfa-2977	160	15	0.011	0.011	NUM
ajfa-2977	160	16	0.015	0.015	NUM
ajfa-2977	160	17	55.071	55.071	NUM
ajfa-2977	160	18	comparing	compare	VERB
ajfa-2977	160	19	t	t	NOUN
ajfa-2977	160	20	,	,	PUNCT
ajfa-2977	160	21	as	as	SCONJ
ajfa-2977	160	22	shown	show	VERB
ajfa-2977	160	23	ives	ive	NOUN
ajfa-2977	160	24	the	the	DET
ajfa-2977	160	25	fo	fo	PROPN
ajfa-2977	160	26	eigenvalue	eigenvalue	PROPN
ajfa-2977	160	27	0.051a	0.051a	PROPN
ajfa-2977	160	28	ccounting	ccounte	VERB
ajfa-2977	160	29	946	946	NUM
ajfa-2977	160	30	-	-	PUNCT
ajfa-2977	160	31	052x	052x	NOUN
ajfa-2977	160	32	5	5	NUM
ajfa-2977	160	33	,	,	PUNCT
ajfa-2977	160	34	no	no	INTJ
ajfa-2977	160	35	.	.	NOUN
ajfa-2977	160	36	1	1	NUM
ajfa-2977	160	37	ink.org/ajfa	ink.org/ajfa	X
ajfa-2977	160	38	33	33	NUM
ajfa-2977	160	39	%	%	NOUN
ajfa-2977	160	40	for	for	ADP
ajfa-2977	160	41	it	it	PRON
ajfa-2977	160	42	with	with	ADP
ajfa-2977	160	43	in	in	ADP
ajfa-2977	160	44	table	table	NOUN
ajfa-2977	160	45	ollowing	ollowing	NOUN
ajfa-2977	160	46	table	table	NOUN
ajfa-2977	160	47	1	1	NUM
ajfa-2977	160	48	observed	observed	ADJ
ajfa-2977	160	49	percent	percent	NOUN
ajfa-2977	160	50	estimat	estimat	NOUN
ajfa-2977	160	51	was	be	AUX
ajfa-2977	160	52	%	%	INTJ
ajfa-2977	160	53	8	8	NUM
ajfa-2977	160	54	table	table	NOUN
ajfa-2977	160	55	1	1	NUM
ajfa-2977	160	56	regressi	regressi	NOUN
ajfa-2977	160	57	multiple	multiple	ADJ
ajfa-2977	160	58	table	table	NOUN
ajfa-2977	160	59	.	.	PUNCT
ajfa-2977	161	1	multipl	multipl	NOUN
ajfa-2977	161	2	regressi	regressi	PROPN
ajfa-2977	161	3	multipl	multipl	PROPN
ajfa-2977	161	4	conclu	conclu	PROPN
ajfa-2977	161	5	in	in	ADP
ajfa-2977	161	6	this	this	DET
ajfa-2977	161	7	analysis	analysis	NOUN
ajfa-2977	161	8	model	model	NOUN
ajfa-2977	161	9	w	w	PROPN
ajfa-2977	161	10	logit	logit	PROPN
ajfa-2977	161	11	m	m	PROPN
ajfa-2977	161	12	model	model	PROPN
ajfa-2977	161	13	f	f	PROPN
ajfa-2977	161	14	indicati	indicati	PROPN
ajfa-2977	161	15	the	the	DET
ajfa-2977	161	16	res	res	PROPN
ajfa-2977	161	17	corpora	corpora	PROPN
ajfa-2977	161	18	compan	compan	PROPN
ajfa-2977	161	19	non	non	ADJ
ajfa-2977	161	20	-	-	ADJ
ajfa-2977	161	21	ban	ban	ADJ
ajfa-2977	161	22	bankrup	bankrup	NOUN
ajfa-2977	161	23	showed	show	VERB
ajfa-2977	161	24	model	model	NOUN
ajfa-2977	161	25	.	.	PUNCT
ajfa-2977	162	1	55.070	55.070	NUM
ajfa-2977	162	2	11	11	NUM
ajfa-2977	162	3	.	.	PUNCT
ajfa-2977	163	1	to	to	ADP
ajfa-2977	163	2	accu	accu	PROPN
ajfa-2977	163	3	bankruptcy	bankruptcy	PROPN
ajfa-2977	163	4	tion	tion	PROPN
ajfa-2977	163	5	accurac	accurac	PROPN
ajfa-2977	163	6	84	84	NUM
ajfa-2977	163	7	for	for	ADP
ajfa-2977	163	8	non	non	ADJ
ajfa-2977	163	9	-	-	PROPN
ajfa-2977	163	10	b	b	ADJ
ajfa-2977	163	11	12	12	NUM
ajfa-2977	163	12	.	.	PUNCT
ajfa-2977	164	1	ratio	ratio	NOUN
ajfa-2977	164	2	t	t	PROPN
ajfa-2977	164	3	ion	ion	NOUN
ajfa-2977	164	4	.	.	PUNCT
ajfa-2977	165	1	discriminant	discriminant	PROPN
ajfa-2977	165	2	12	12	NUM
ajfa-2977	165	3	show	show	NOUN
ajfa-2977	165	4	le	le	ADJ
ajfa-2977	165	5	-	-	ADJ
ajfa-2977	165	6	discrimin	discrimin	ADJ
ajfa-2977	165	7	ion	ion	NOUN
ajfa-2977	165	8	is	be	AUX
ajfa-2977	165	9	not	not	PART
ajfa-2977	165	10	h	h	NOUN
ajfa-2977	165	11	le	le	ADJ
ajfa-2977	165	12	-	-	PROPN
ajfa-2977	165	13	discrimin	discrimin	PROPN
ajfa-2977	165	14	usion	usion	NOUN
ajfa-2977	165	15	study	study	NOUN
ajfa-2977	166	1	we	we	PRON
ajfa-2977	166	2	c	c	PROPN
ajfa-2977	166	3	s	s	NOUN
ajfa-2977	166	4	models	model	NOUN
ajfa-2977	166	5	to	to	PART
ajfa-2977	166	6	was	be	AUX
ajfa-2977	166	7	%	%	INTJ
ajfa-2977	166	8	81	81	NUM
ajfa-2977	166	9	,	,	PUNCT
ajfa-2977	166	10	fo	fo	ADP
ajfa-2977	166	11	model	model	NOUN
ajfa-2977	166	12	,	,	PUNCT
ajfa-2977	166	13	could	could	AUX
ajfa-2977	166	14	from	from	ADP
ajfa-2977	166	15	55	55	NUM
ajfa-2977	167	1	ba	ba	NOUN
ajfa-2977	168	1	i	i	PRON
ajfa-2977	168	2	ve	ve	AUX
ajfa-2977	168	3	high	high	ADJ
ajfa-2977	168	4	pow	pow	NOUN
ajfa-2977	168	5	sults	sult	NOUN
ajfa-2977	168	6	of	of	ADP
ajfa-2977	168	7	pro	pro	ADJ
ajfa-2977	168	8	ate	ate	NOUN
ajfa-2977	168	9	bankrup	bankrup	NOUN
ajfa-2977	168	10	nies	ny	NOUN
ajfa-2977	168	11	is	be	AUX
ajfa-2977	168	12	%	%	INTJ
ajfa-2977	168	13	9	9	NUM
ajfa-2977	168	14	nkrupt	nkrupt	NOUN
ajfa-2977	168	15	com	com	NOUN
ajfa-2977	168	16	pt	pt	NOUN
ajfa-2977	168	17	companie	companie	PROPN
ajfa-2977	168	18	d	d	PROPN
ajfa-2977	168	19	that	that	PRON
ajfa-2977	168	20	probit	probit	VERB
ajfa-2977	168	21	7	7	NUM
ajfa-2977	168	22	0.0010.015x	0.0010.015x	NOUN
ajfa-2977	168	23	urately	urately	ADV
ajfa-2977	168	24	estim	estim	ADJ
ajfa-2977	168	25	estim	estim	X
ajfa-2977	168	26	0	0	NUM
ajfa-2977	168	27	112	112	NUM
ajfa-2977	168	28	0	0	NUM
ajfa-2977	168	29	35	35	NUM
ajfa-2977	168	30	1	1	NUM
ajfa-2977	168	31	cy	cy	NOUN
ajfa-2977	168	32	in	in	ADP
ajfa-2977	168	33	the	the	DET
ajfa-2977	168	34	sa	sa	PROPN
ajfa-2977	168	35	bankrupt	bankrupt	PROPN
ajfa-2977	168	36	co	co	PROPN
ajfa-2977	168	37	test	test	NOUN
ajfa-2977	168	38	for	for	ADP
ajfa-2977	168	39	com	com	NOUN
ajfa-2977	168	40	analysis	analysis	NOUN
ajfa-2977	168	41	data	datum	NOUN
ajfa-2977	168	42	e	e	PROPN
ajfa-2977	168	43	ws	ws	NOUN
ajfa-2977	168	44	the	the	DET
ajfa-2977	168	45	ra	ra	PROPN
ajfa-2977	168	46	nant	nant	PROPN
ajfa-2977	168	47	regress	regress	NOUN
ajfa-2977	168	48	higher	higher	ADV
ajfa-2977	168	49	.	.	PUNCT
ajfa-2977	169	1	also	also	ADV
ajfa-2977	169	2	nant	nant	VERB
ajfa-2977	169	3	regressi	regressi	PROPN
ajfa-2977	170	1	compared	compare	VERB
ajfa-2977	170	2	p	p	DET
ajfa-2977	170	3	o	o	PROPN
ajfa-2977	170	4	predict	predict	VERB
ajfa-2977	170	5	b	b	NOUN
ajfa-2977	170	6	or	or	CCONJ
ajfa-2977	170	7	identify	identify	VERB
ajfa-2977	171	1	n	n	PRON
ajfa-2977	171	2	d	d	NOUN
ajfa-2977	171	3	predict	predict	VERB
ajfa-2977	171	4	fro	fro	NOUN
ajfa-2977	171	5	ankrupt	ankrupt	ADJ
ajfa-2977	171	6	com	com	NOUN
ajfa-2977	171	7	wer	wer	NOUN
ajfa-2977	171	8	logit	logit	PROPN
ajfa-2977	171	9	mo	mo	PROPN
ajfa-2977	171	10	obit	obit	PROPN
ajfa-2977	171	11	model	model	PROPN
ajfa-2977	171	12	c	c	PROPN
ajfa-2977	171	13	ptcy	ptcy	NOUN
ajfa-2977	171	14	has	have	VERB
ajfa-2977	171	15	%	%	NOUN
ajfa-2977	171	16	99	99	NUM
ajfa-2977	171	17	and	and	CCONJ
ajfa-2977	171	18	for	for	ADP
ajfa-2977	171	19	mpanies	mpanie	NOUN
ajfa-2977	171	20	wer	wer	NOUN
ajfa-2977	171	21	es	es	NOUN
ajfa-2977	171	22	has	have	AUX
ajfa-2977	171	23	been	be	AUX
ajfa-2977	171	24	t	t	PROPN
ajfa-2977	171	25	model	model	NOUN
ajfa-2977	171	26	to	to	ADP
ajfa-2977	171	27	0.001	0.001	NUM
ajfa-2977	171	28	mate	mate	NOUN
ajfa-2977	171	29	of	of	ADP
ajfa-2977	171	30	bank	bank	PROPN
ajfa-2977	171	31	mation	mation	PROPN
ajfa-2977	171	32	of	of	ADP
ajfa-2977	171	33	ban	ban	NOUN
ajfa-2977	171	34	ample	ample	ADJ
ajfa-2977	171	35	is	be	AUX
ajfa-2977	171	36	sh	sh	PROPN
ajfa-2977	171	37	ompanies	ompanie	NOUN
ajfa-2977	171	38	an	an	DET
ajfa-2977	171	39	mparing	mparing	NOUN
ajfa-2977	171	40	th	th	X
ajfa-2977	171	41	envelopment	envelopment	NOUN
ajfa-2977	171	42	a	a	DET
ajfa-2977	171	43	atio	atio	NOUN
ajfa-2977	171	44	test	test	NOUN
ajfa-2977	171	45	f	f	PROPN
ajfa-2977	171	46	ion.the	ion.the	PRON
ajfa-2977	171	47	res	re	NOUN
ajfa-2977	171	48	o	o	PROPN
ajfa-2977	171	49	,	,	PUNCT
ajfa-2977	171	50	z	z	NOUN
ajfa-2977	171	51	test	test	NOUN
ajfa-2977	171	52	res	re	NOUN
ajfa-2977	171	53	ion	ion	NOUN
ajfa-2977	171	54	and	and	CCONJ
ajfa-2977	171	55	de	de	X
ajfa-2977	171	56	redicting	redicte	VERB
ajfa-2977	171	57	p	p	PROPN
ajfa-2977	171	58	ankruptcy.t	ankruptcy.t	PRON
ajfa-2977	171	59	non	non	ADJ
ajfa-2977	171	60	-	-	ADJ
ajfa-2977	171	61	bankrup	bankrup	ADJ
ajfa-2977	171	62	om	om	PROPN
ajfa-2977	171	63	134	134	NUM
ajfa-2977	171	64	non	non	NOUN
ajfa-2977	171	65	mpany	mpany	NOUN
ajfa-2977	171	66	,	,	PUNCT
ajfa-2977	171	67	have	have	AUX
ajfa-2977	171	68	odel	odel	NOUN
ajfa-2977	171	69	in	in	ADP
ajfa-2977	171	70	pred	pred	PROPN
ajfa-2977	171	71	confirm	confirm	VERB
ajfa-2977	171	72	tha	tha	NOUN
ajfa-2977	171	73	80	80	NUM
ajfa-2977	171	74	%	%	NOUN
ajfa-2977	171	75	.accurac	.accurac	NOUN
ajfa-2977	172	1	r	r	NOUN
ajfa-2977	172	2	bankrupt	bankrupt	NOUN
ajfa-2977	172	3	re	re	NOUN
ajfa-2977	172	4	able	able	ADJ
ajfa-2977	172	5	to	to	PART
ajfa-2977	172	6	p	p	X
ajfa-2977	172	7	n	n	X
ajfa-2977	172	8	able	able	ADJ
ajfa-2977	172	9	to	to	PART
ajfa-2977	172	10	co	co	AUX
ajfa-2977	172	11	identify	identify	VERB
ajfa-2977	172	12	ban	ban	VERB
ajfa-2977	172	13	57	57	NUM
ajfa-2977	172	14	0.003x	0.003x	ADJ
ajfa-2977	172	15	kruptcy	kruptcy	NOUN
ajfa-2977	172	16	nkruptcy	nkruptcy	NOUN
ajfa-2977	172	17	1	1	NUM
ajfa-2977	172	18	22	22	NUM
ajfa-2977	172	19	20	20	NUM
ajfa-2977	172	20	hown	hown	VERB
ajfa-2977	172	21	in	in	ADP
ajfa-2977	172	22	ta	ta	PROPN
ajfa-2977	172	23	nd	nd	PRON
ajfa-2977	172	24	%	%	NOUN
ajfa-2977	172	25	36	36	NUM
ajfa-2977	172	26	for	for	SCONJ
ajfa-2977	172	27	he	he	PRON
ajfa-2977	172	28	models	model	VERB
ajfa-2977	172	29	69.8	69.8	NUM
ajfa-2977	172	30	72.0analysis	72.0analysis	NOUN
ajfa-2977	172	31	for	for	ADP
ajfa-2977	172	32	compa	compa	NOUN
ajfa-2977	172	33	sults	sult	NOUN
ajfa-2977	172	34	show	show	VERB
ajfa-2977	172	35	th	th	NUM
ajfa-2977	172	36	sults	sult	NOUN
ajfa-2977	172	37	do	do	VERB
ajfa-2977	172	38	n’t	not	PART
ajfa-2977	172	39	ea	ea	NOUN
ajfa-2977	172	40	.	.	PUNCT
ajfa-2977	173	1	ower	ower	NOUN
ajfa-2977	173	2	of	of	ADP
ajfa-2977	173	3	lo	lo	PROPN
ajfa-2977	173	4	the	the	DET
ajfa-2977	173	5	results	result	NOUN
ajfa-2977	173	6	pt	pt	PROPN
ajfa-2977	173	7	companie	companie	PROPN
ajfa-2977	173	8	n	n	CCONJ
ajfa-2977	173	9	-	-	PUNCT
ajfa-2977	173	10	bankrupt	bankrupt	PROPN
ajfa-2977	173	11	c	c	NOUN
ajfa-2977	173	12	e	e	NOUN
ajfa-2977	173	13	been	be	AUX
ajfa-2977	173	14	able	able	ADJ
ajfa-2977	173	15	diction	diction	NOUN
ajfa-2977	173	16	of	of	ADP
ajfa-2977	173	17	co	co	NOUN
ajfa-2977	173	18	at	at	ADP
ajfa-2977	173	19	can	can	AUX
ajfa-2977	173	20	predi	predi	NOUN
ajfa-2977	173	21	cy	cy	PROPN
ajfa-2977	173	22	of	of	ADP
ajfa-2977	173	23	the	the	DET
ajfa-2977	173	24	p	p	PROPN
ajfa-2977	173	25	companies	company	NOUN
ajfa-2977	173	26	predict	predict	VERB
ajfa-2977	173	27	corr	corr	PROPN
ajfa-2977	173	28	orrectly	orrectly	ADV
ajfa-2977	173	29	pred	pre	VERB
ajfa-2977	173	30	nkruptcy	nkruptcy	NOUN
ajfa-2977	173	31	fir	fir	PROPN
ajfa-2977	173	32	asian	asian	ADJ
ajfa-2977	173	33	x	x	SYM
ajfa-2977	173	34	0.001x	0.001x	NOUN
ajfa-2977	173	35	able11	able11	ADJ
ajfa-2977	173	36	.	.	PUNCT
ajfa-2977	174	1	esti	esti	PROPN
ajfa-2977	174	2	r	r	NOUN
ajfa-2977	174	3	bankrupt	bankrupt	PROPN
ajfa-2977	174	4	c	c	PROPN
ajfa-2977	174	5	of	of	ADP
ajfa-2977	174	6	efficien	efficien	PROPN
ajfa-2977	174	7	accura	accura	VERB
ajfa-2977	174	8	8	8	NUM
ajfa-2977	174	9	%	%	NOUN
ajfa-2977	174	10	0	0	NUM
ajfa-2977	174	11	%	%	NOUN
ajfa-2977	174	12	aring	are	VERB
ajfa-2977	174	13	the	the	DET
ajfa-2977	174	14	hat	hat	NOUN
ajfa-2977	174	15	the	the	DET
ajfa-2977	174	16	accu	accu	NOUN
ajfa-2977	174	17	confirm	confirm	VERB
ajfa-2977	174	18	a	a	DET
ajfa-2977	174	19	s	s	NOUN
ajfa-2977	174	20	ogit	ogit	ADJ
ajfa-2977	174	21	,	,	PUNCT
ajfa-2977	174	22	probit	probit	NOUN
ajfa-2977	174	23	showed	show	VERB
ajfa-2977	174	24	th	th	PRON
ajfa-2977	174	25	es	es	VERB
ajfa-2977	174	26	%	%	NOUN
ajfa-2977	174	27	99	99	NUM
ajfa-2977	174	28	and	and	CCONJ
ajfa-2977	174	29	companies	company	NOUN
ajfa-2977	174	30	,	,	PUNCT
ajfa-2977	174	31	to	to	PART
ajfa-2977	174	32	predict	predict	VERB
ajfa-2977	174	33	b	b	PROPN
ajfa-2977	174	34	orporate	orporate	ADJ
ajfa-2977	174	35	ban	ban	NOUN
ajfa-2977	174	36	ict	ict	PROPN
ajfa-2977	174	37	power	power	NOUN
ajfa-2977	174	38	th	th	X
ajfa-2977	174	39	probit	probit	NOUN
ajfa-2977	174	40	mod	mod	PROPN
ajfa-2977	174	41	s	s	PART
ajfa-2977	174	42	is	be	AUX
ajfa-2977	174	43	33	33	NUM
ajfa-2977	174	44	pe	pe	INTJ
ajfa-2977	174	45	rectly	rectly	ADV
ajfa-2977	174	46	133	133	NUM
ajfa-2977	174	47	dict	dict	PROPN
ajfa-2977	174	48	bankru	bankru	PROPN
ajfa-2977	174	49	rms	rm	NOUN
ajfa-2977	174	50	,	,	PUNCT
ajfa-2977	174	51	no	no	DET
ajfa-2977	174	52	sig	sig	NOUN
ajfa-2977	174	53	n	n	DET
ajfa-2977	174	54	journal	journal	NOUN
ajfa-2977	174	55	of	of	ADP
ajfa-2977	174	56	f	f	PROPN
ajfa-2977	174	57	x	x	SYM
ajfa-2977	174	58	0.121	0.121	NUM
ajfa-2977	174	59	percen	percen	VERB
ajfa-2977	174	60	83.6	83.6	NUM
ajfa-2977	174	61	36.4	36.4	NUM
ajfa-2977	174	62	69.8	69.8	NUM
ajfa-2977	174	63	imation	imation	NOUN
ajfa-2977	174	64	acc	acc	PROPN
ajfa-2977	174	65	ompanies	ompanie	NOUN
ajfa-2977	174	66	.	.	PUNCT
ajfa-2977	175	1	cy	cy	VERB
ajfa-2977	175	2	and	and	CCONJ
ajfa-2977	175	3	mu	mu	PROPN
ajfa-2977	175	4	pvalue	pvalue	NOUN
ajfa-2977	175	5	acy	acy	PROPN
ajfa-2977	175	6	0.325	0.325	NUM
ajfa-2977	175	7	models	model	NOUN
ajfa-2977	175	8	o	o	X
ajfa-2977	175	9	uracy	uracy	NOUN
ajfa-2977	175	10	of	of	ADP
ajfa-2977	175	11	mu	mu	PROPN
ajfa-2977	175	12	significant	significant	ADJ
ajfa-2977	175	13	d	d	NOUN
ajfa-2977	175	14	and	and	CCONJ
ajfa-2977	175	15	multiv	multiv	NOUN
ajfa-2977	175	16	hat	hat	NOUN
ajfa-2977	175	17	predictin	predictin	NOUN
ajfa-2977	176	1	d	d	X
ajfa-2977	176	2	%	%	NOUN
ajfa-2977	176	3	36	36	NUM
ajfa-2977	176	4	for	for	ADP
ajfa-2977	176	5	ba	ba	PROPN
ajfa-2977	176	6	134	134	NUM
ajfa-2977	176	7	compa	compa	NOUN
ajfa-2977	176	8	bankruptcy	bankruptcy	NOUN
ajfa-2977	176	9	nkruptcy	nkruptcy	NOUN
ajfa-2977	176	10	.	.	PUNCT
ajfa-2977	177	1	his	his	PRON
ajfa-2977	177	2	model	model	NOUN
ajfa-2977	177	3	i	i	PRON
ajfa-2977	177	4	dels	del	VERB
ajfa-2977	177	5	to	to	PART
ajfa-2977	177	6	iden	iden	VERB
ajfa-2977	177	7	ercent.this	ercent.this	PRON
ajfa-2977	177	8	companies	company	NOUN
ajfa-2977	177	9	uptcy	uptcy	NOUN
ajfa-2977	177	10	18	18	NUM
ajfa-2977	177	11	co	co	NOUN
ajfa-2977	177	12	nificant	nificant	PROPN
ajfa-2977	177	13	dif	dif	PROPN
ajfa-2977	177	14	finance	finance	PROPN
ajfa-2977	177	15	&	&	CCONJ
ajfa-2977	177	16	ac	ac	PROPN
ajfa-2977	177	17	issn	issn	PROPN
ajfa-2977	177	18	19	19	NUM
ajfa-2977	177	19	2013	2013	NUM
ajfa-2977	177	20	,	,	PUNCT
ajfa-2977	177	21	vol	vol	NOUN
ajfa-2977	177	22	.	.	PUNCT
ajfa-2977	178	1	www.macrothi	www.macrothi	X
ajfa-2977	179	1	x	x	SYM
ajfa-2977	179	2	0.011	0.011	NUM
ajfa-2977	179	3	ntage	ntage	NOUN
ajfa-2977	179	4	of	of	ADP
ajfa-2977	179	5	accur	accur	ADJ
ajfa-2977	179	6	curacy	curacy	PROPN
ajfa-2977	179	7	was	be	AUX
ajfa-2977	179	8	ultiple	ultiple	NOUN
ajfa-2977	179	9	-	-	PUNCT
ajfa-2977	179	10	discr	discr	PROPN
ajfa-2977	179	11	z	z	PROPN
ajfa-2977	179	12	t	t	PROPN
ajfa-2977	179	13	0.4	0.4	NUM
ajfa-2977	179	14	of	of	ADP
ajfa-2977	179	15	efficien	efficien	PROPN
ajfa-2977	179	16	ultiple	ultiple	NOUN
ajfa-2977	179	17	-	-	PUNCT
ajfa-2977	179	18	discr	discr	PROPN
ajfa-2977	179	19	difference	difference	NOUN
ajfa-2977	179	20	b	b	PROPN
ajfa-2977	179	21	variate	variate	NOUN
ajfa-2977	179	22	discr	discr	NOUN
ajfa-2977	179	23	ng	ng	PROPN
ajfa-2977	179	24	power	power	PROPN
ajfa-2977	179	25	o	o	PROPN
ajfa-2977	179	26	ankrupt	ankrupt	ADJ
ajfa-2977	179	27	com	com	NOUN
ajfa-2977	179	28	anies	anie	NOUN
ajfa-2977	179	29	correct	correct	VERB
ajfa-2977	179	30	20	20	NUM
ajfa-2977	179	31	compan	compan	NOUN
ajfa-2977	179	32	in	in	ADP
ajfa-2977	179	33	the	the	DET
ajfa-2977	179	34	predi	predi	NOUN
ajfa-2977	179	35	ntify	ntify	PROPN
ajfa-2977	179	36	non	non	ADJ
ajfa-2977	179	37	-	-	ADJ
ajfa-2977	179	38	b	b	ADJ
ajfa-2977	179	39	model	model	NOUN
ajfa-2977	179	40	fro	fro	NOUN
ajfa-2977	179	41	and	and	CCONJ
ajfa-2977	180	1	also	also	ADV
ajfa-2977	180	2	f	f	PROPN
ajfa-2977	180	3	ompany.the	ompany.the	DET
ajfa-2977	180	4	fference	fference	NOUN
ajfa-2977	180	5	in	in	ADP
ajfa-2977	180	6	t	t	NOUN
ajfa-2977	180	7	ccounting	ccounte	VERB
ajfa-2977	180	8	946	946	NUM
ajfa-2977	180	9	-	-	PUNCT
ajfa-2977	180	10	052x	052x	NOUN
ajfa-2977	180	11	5	5	NUM
ajfa-2977	180	12	,	,	PUNCT
ajfa-2977	180	13	no	no	INTJ
ajfa-2977	180	14	.	.	NOUN
ajfa-2977	180	15	1	1	NUM
ajfa-2977	180	16	ink.org/ajfa	ink.org/ajfa	X
ajfa-2977	180	17	1x	1x	NUM
ajfa-2977	180	18	racy	racy	NOUN
ajfa-2977	180	19	%	%	NOUN
ajfa-2977	180	20	70	70	NUM
ajfa-2977	180	21	.	.	PUNCT
ajfa-2977	181	1	it	it	PRON
ajfa-2977	181	2	riminant	riminant	ADJ
ajfa-2977	181	3	test	test	NOUN
ajfa-2977	181	4	453	453	NUM
ajfa-2977	181	5	cy	cy	NOUN
ajfa-2977	181	6	and	and	CCONJ
ajfa-2977	181	7	riminant	riminant	NOUN
ajfa-2977	181	8	between	between	ADP
ajfa-2977	181	9	riminant	riminant	NOUN
ajfa-2977	181	10	of	of	ADP
ajfa-2977	181	11	logit	logit	PROPN
ajfa-2977	181	12	mpanies	mpanie	NOUN
ajfa-2977	181	13	.	.	PUNCT
ajfa-2977	182	1	tly	tly	ADV
ajfa-2977	182	2	.	.	PUNCT
ajfa-2977	183	1	this	this	DET
ajfa-2977	183	2	nies	nie	VERB
ajfa-2977	183	3	that	that	SCONJ
ajfa-2977	183	4	iction	iction	NOUN
ajfa-2977	183	5	of	of	ADP
ajfa-2977	183	6	bankrupt	bankrupt	ADJ
ajfa-2977	183	7	om	om	PROPN
ajfa-2977	183	8	134	134	NUM
ajfa-2977	183	9	from	from	ADP
ajfa-2977	183	10	55	55	NUM
ajfa-2977	183	11	e	e	NOUN
ajfa-2977	183	12	results	result	VERB
ajfa-2977	183	13	the	the	DET
ajfa-2977	183	14	logit	logit	NOUN
ajfa-2977	183	15	the	the	DET
ajfa-2977	183	16	res	re	NOUN
ajfa-2977	183	17	about	about	ADP
ajfa-2977	183	18	%	%	NOUN
ajfa-2977	183	19	corpora	corpora	NOUN
ajfa-2977	183	20	this	this	DET
ajfa-2977	183	21	m	m	NOUN
ajfa-2977	183	22	correctl	correctl	PROPN
ajfa-2977	183	23	recogni	recogni	NOUN
ajfa-2977	183	24	perform	perform	VERB
ajfa-2977	183	25	and	and	CCONJ
ajfa-2977	183	26	pre	pre	NOUN
ajfa-2977	183	27	has	have	VERB
ajfa-2977	183	28	a	a	DET
ajfa-2977	183	29	pe	pe	PROPN
ajfa-2977	183	30	has	have	VERB
ajfa-2977	183	31	a	a	DET
ajfa-2977	183	32	lo	lo	PROPN
ajfa-2977	183	33	bankrup	bankrup	NOUN
ajfa-2977	183	34	referen	referen	PROPN
ajfa-2977	183	35	arabma	arabma	PROPN
ajfa-2977	183	36	accoun	accoun	PROPN
ajfa-2977	183	37	aziz	aziz	PROPN
ajfa-2977	183	38	,	,	PUNCT
ajfa-2977	183	39	a	a	DET
ajfa-2977	183	40	flow	flow	NOUN
ajfa-2977	183	41	m	m	VERB
ajfa-2977	183	42	brigam	brigam	NOUN
ajfa-2977	183	43	ching	ching	PROPN
ajfa-2977	183	44	-	-	PUNCT
ajfa-2977	183	45	c	c	NOUN
ajfa-2977	183	46	set	set	NOUN
ajfa-2977	183	47	and	and	CCONJ
ajfa-2977	183	48	applica	applica	PROPN
ajfa-2977	183	49	etemad	etemad	VERB
ajfa-2977	183	50	monthly	monthly	ADJ
ajfa-2977	183	51	firouzia	firouzia	NOUN
ajfa-2977	183	52	bankrup	bankrup	NOUN
ajfa-2977	183	53	stock	stock	NOUN
ajfa-2977	183	54	e	e	PROPN
ajfa-2977	183	55	hought	hought	NOUN
ajfa-2977	183	56	of	of	ADP
ajfa-2977	183	57	prio	prio	PROPN
ajfa-2977	183	58	http://dx	http://dx	PROPN
ajfa-2977	183	59	komija	komija	VERB
ajfa-2977	183	60	the	the	DET
ajfa-2977	183	61	econ	econ	PROPN
ajfa-2977	183	62	lennox	lennox	PROPN
ajfa-2977	183	63	dea	dea	PROPN
ajfa-2977	183	64	http://dx	http://dx	PROPN
ajfa-2977	183	65	rasoulz	rasoulz	PROPN
ajfa-2977	183	66	compan	compan	PROPN
ajfa-2977	183	67	rekabd	rekabd	NOUN
ajfa-2977	183	68	in	in	ADP
ajfa-2977	183	69	predi	predi	ADJ
ajfa-2977	183	70	ults	ult	NOUN
ajfa-2977	183	71	of	of	ADP
ajfa-2977	183	72	the	the	DET
ajfa-2977	183	73	m	m	NOUN
ajfa-2977	183	74	%	%	NOUN
ajfa-2977	183	75	70	70	NUM
ajfa-2977	183	76	.	.	PUNCT
ajfa-2977	184	1	accur	accur	PROPN
ajfa-2977	184	2	ate	eat	VERB
ajfa-2977	184	3	bankrupt	bankrupt	ADJ
ajfa-2977	184	4	model	model	NOUN
ajfa-2977	184	5	could	could	AUX
ajfa-2977	184	6	ly	ly	PRON
ajfa-2977	184	7	.	.	PUNCT
ajfa-2977	185	1	the	the	DET
ajfa-2977	185	2	resu	resu	PROPN
ajfa-2977	185	3	ition	ition	NOUN
ajfa-2977	185	4	of	of	ADP
ajfa-2977	185	5	ban	ban	NOUN
ajfa-2977	185	6	mance	mance	NOUN
ajfa-2977	185	7	comp	comp	PROPN
ajfa-2977	185	8	edictive	edictive	ADJ
ajfa-2977	185	9	pow	pow	PROPN
ajfa-2977	185	10	erformance	erformance	PROPN
ajfa-2977	185	11	ower	ower	PROPN
ajfa-2977	185	12	predic	predic	ADJ
ajfa-2977	185	13	pt	pt	PROPN
ajfa-2977	185	14	companie	companie	PROPN
ajfa-2977	185	15	nces	nces	PROPN
ajfa-2977	185	16	azar	azar	PROPN
ajfa-2977	185	17	,	,	PUNCT
ajfa-2977	185	18	m.	m.	NOUN
ajfa-2977	185	19	,	,	PUNCT
ajfa-2977	185	20	&	&	CCONJ
ajfa-2977	185	21	ntant	ntant	PROPN
ajfa-2977	185	22	month	month	PROPN
ajfa-2977	185	23	a.	a.	PROPN
ajfa-2977	185	24	,	,	PUNCT
ajfa-2977	185	25	emanuel	emanuel	PROPN
ajfa-2977	185	26	odels	odel	VERB
ajfa-2977	185	27	.	.	PUNCT
ajfa-2977	186	1	jour	jour	PROPN
ajfa-2977	186	2	m	m	PROPN
ajfa-2977	186	3	,	,	PUNCT
ajfa-2977	186	4	w.	w.	PROPN
ajfa-2977	186	5	(	(	PUNCT
ajfa-2977	186	6	2003	2003	NUM
ajfa-2977	186	7	)	)	PUNCT
ajfa-2977	186	8	.	.	PUNCT
ajfa-2977	187	1	ching	ching	PROPN
ajfa-2977	187	2	,	,	PUNCT
ajfa-2977	187	3	y.	y.	PROPN
ajfa-2977	187	4	,	,	PUNCT
ajfa-2977	187	5	d	d	PROPN
ajfa-2977	187	6	d	d	PROPN
ajfa-2977	187	7	support	support	NOUN
ajfa-2977	187	8	ation	ation	NOUN
ajfa-2977	187	9	,	,	PUNCT
ajfa-2977	187	10	37(2	37(2	PROPN
ajfa-2977	187	11	)	)	PUNCT
ajfa-2977	187	12	,	,	PUNCT
ajfa-2977	187	13	di	di	PROPN
ajfa-2977	187	14	,	,	PUNCT
ajfa-2977	187	15	h.	h.	PROPN
ajfa-2977	187	16	,	,	PUNCT
ajfa-2977	187	17	&	&	CCONJ
ajfa-2977	187	18	de	de	PROPN
ajfa-2977	187	19	y	y	PROPN
ajfa-2977	187	20	,	,	PUNCT
ajfa-2977	187	21	5	5	NUM
ajfa-2977	187	22	,	,	PUNCT
ajfa-2977	187	23	40	40	NUM
ajfa-2977	187	24	.	.	PUNCT
ajfa-2977	188	1	an	an	DET
ajfa-2977	188	2	,	,	PUNCT
ajfa-2977	188	3	m.	m.	NOUN
ajfa-2977	188	4	,	,	PUNCT
ajfa-2977	188	5	jav	jav	NOUN
ajfa-2977	188	6	ptcy	ptcy	NOUN
ajfa-2977	188	7	predict	predict	VERB
ajfa-2977	188	8	exchange	exchange	NOUN
ajfa-2977	188	9	.	.	PUNCT
ajfa-2977	189	1	r	r	NOUN
ajfa-2977	189	2	ton	ton	PROPN
ajfa-2977	189	3	,	,	PUNCT
ajfa-2977	189	4	k.	k.	PROPN
ajfa-2977	189	5	a.	a.	PROPN
ajfa-2977	190	1	(	(	PUNCT
ajfa-2977	190	2	ors	or	NOUN
ajfa-2977	190	3	and	and	CCONJ
ajfa-2977	190	4	th	th	X
ajfa-2977	190	5	x.doi.org/10	x.doi.org/10	PROPN
ajfa-2977	190	6	ani	ani	PROPN
ajfa-2977	190	7	,	,	PUNCT
ajfa-2977	190	8	a.	a.	NOUN
ajfa-2977	190	9	,	,	PUNCT
ajfa-2977	190	10	&	&	CCONJ
ajfa-2977	190	11	s	s	PROPN
ajfa-2977	190	12	nomic	nomic	PROPN
ajfa-2977	190	13	bank	bank	PROPN
ajfa-2977	190	14	x	x	PROPN
ajfa-2977	190	15	,	,	PUNCT
ajfa-2977	190	16	c.	c.	PROPN
ajfa-2977	190	17	(	(	PUNCT
ajfa-2977	190	18	1999	1999	NUM
ajfa-2977	190	19	)	)	PUNCT
ajfa-2977	190	20	approache	approache	PROPN
ajfa-2977	190	21	x.doi.org/10	x.doi.org/10	PROPN
ajfa-2977	190	22	zadeh	zadeh	PROPN
ajfa-2977	190	23	,	,	PUNCT
ajfa-2977	190	24	m.	m.	NOUN
ajfa-2977	190	25	nies	ny	NOUN
ajfa-2977	190	26	.	.	PUNCT
ajfa-2977	190	27	tadbir	tadbir	PROPN
ajfa-2977	190	28	dar	dar	PROPN
ajfa-2977	190	29	,	,	PUNCT
ajfa-2977	190	30	g.	g.	PROPN
ajfa-2977	190	31	h.	h.	PROPN
ajfa-2977	190	32	,	,	PUNCT
ajfa-2977	190	33	c	c	PROPN
ajfa-2977	190	34	iction	iction	NOUN
ajfa-2977	190	35	of	of	ADP
ajfa-2977	190	36	ban	ban	NOUN
ajfa-2977	190	37	multiple	multiple	ADJ
ajfa-2977	190	38	dis	dis	NOUN
ajfa-2977	190	39	racy	racy	NOUN
ajfa-2977	190	40	of	of	ADP
ajfa-2977	190	41	the	the	DET
ajfa-2977	190	42	tcy	tcy	NOUN
ajfa-2977	190	43	and	and	CCONJ
ajfa-2977	190	44	%	%	NOUN
ajfa-2977	190	45	36	36	NUM
ajfa-2977	190	46	d	d	NOUN
ajfa-2977	190	47	predict	predict	VERB
ajfa-2977	190	48	on	on	ADP
ajfa-2977	190	49	ults	ult	NOUN
ajfa-2977	190	50	show	show	VERB
ajfa-2977	190	51	th	th	X
ajfa-2977	190	52	nkrupt	nkrupt	ADJ
ajfa-2977	190	53	comp	comp	NOUN
ajfa-2977	190	54	pared	pare	VERB
ajfa-2977	190	55	to	to	PART
ajfa-2977	190	56	pro	pro	VERB
ajfa-2977	190	57	wer	wer	NOUN
ajfa-2977	190	58	of	of	ADP
ajfa-2977	190	59	logist	logist	NOUN
ajfa-2977	190	60	near	near	ADV
ajfa-2977	190	61	to	to	PART
ajfa-2977	190	62	log	log	VERB
ajfa-2977	190	63	ctive	ctive	ADJ
ajfa-2977	190	64	power	power	NOUN
ajfa-2977	190	65	es	es	ADP
ajfa-2977	190	66	probit	probit	PROPN
ajfa-2977	190	67	mo	mo	PROPN
ajfa-2977	190	68	akbari	akbari	PROPN
ajfa-2977	190	69	,	,	PUNCT
ajfa-2977	190	70	m	m	VERB
ajfa-2977	190	71	ly	ly	ADP
ajfa-2977	190	72	,	,	PUNCT
ajfa-2977	190	73	200	200	NUM
ajfa-2977	190	74	,	,	PUNCT
ajfa-2977	190	75	34	34	NUM
ajfa-2977	190	76	l	l	NOUN
ajfa-2977	190	77	,	,	PUNCT
ajfa-2977	190	78	d.	d.	PROPN
ajfa-2977	190	79	,	,	PUNCT
ajfa-2977	190	80	&	&	CCONJ
ajfa-2977	190	81	law	law	PROPN
ajfa-2977	190	82	nal	nal	PROPN
ajfa-2977	190	83	of	of	ADP
ajfa-2977	190	84	mana	mana	PROPN
ajfa-2977	190	85	.	.	PUNCT
ajfa-2977	191	1	financial	financial	ADJ
ajfa-2977	191	2	der	der	PROPN
ajfa-2977	191	3	jang	jang	PROPN
ajfa-2977	191	4	,	,	PUNCT
ajfa-2977	191	5	c	c	PROPN
ajfa-2977	191	6	vector	vector	PROPN
ajfa-2977	191	7	mac	mac	PROPN
ajfa-2977	191	8	,	,	PUNCT
ajfa-2977	191	9	1535	1535	NUM
ajfa-2977	191	10	-	-	SYM
ajfa-2977	191	11	1541	1541	NUM
ajfa-2977	191	12	ehkordi	ehkordi	NOUN
ajfa-2977	191	13	,	,	PUNCT
ajfa-2977	191	14	h.	h.	PROPN
ajfa-2977	191	15	vid	vid	PROPN
ajfa-2977	191	16	,	,	PUNCT
ajfa-2977	191	17	d.	d.	PROPN
ajfa-2977	191	18	,	,	PUNCT
ajfa-2977	191	19	&	&	CCONJ
ajfa-2977	191	20	n	n	PRON
ajfa-2977	191	21	tion	tion	NOUN
ajfa-2977	191	22	and	and	CCONJ
ajfa-2977	191	23	co	co	ADJ
ajfa-2977	191	24	review	review	NOUN
ajfa-2977	191	25	of	of	ADP
ajfa-2977	191	26	ac	ac	PROPN
ajfa-2977	191	27	1994	1994	NUM
ajfa-2977	191	28	)	)	PUNCT
ajfa-2977	191	29	.	.	PUNCT
ajfa-2977	192	1	acco	acco	PROPN
ajfa-2977	192	2	he	he	PRON
ajfa-2977	192	3	age	age	NOUN
ajfa-2977	192	4	of	of	ADP
ajfa-2977	192	5	0.2307/2490	0.2307/2490	PROPN
ajfa-2977	192	6	saadatfar	saadatfar	NOUN
ajfa-2977	192	7	,	,	PUNCT
ajfa-2977	192	8	j.	j.	PROPN
ajfa-2977	192	9	kruptcy	kruptcy	PROPN
ajfa-2977	192	10	of	of	ADP
ajfa-2977	192	11	co	co	PROPN
ajfa-2977	192	12	)	)	PUNCT
ajfa-2977	192	13	.	.	PUNCT
ajfa-2977	193	1	identifyin	identifyin	PROPN
ajfa-2977	193	2	es	es	PROPN
ajfa-2977	193	3	.	.	PUNCT
ajfa-2977	193	4	journ	journ	VERB
ajfa-2977	193	5	0.1016	0.1016	NUM
ajfa-2977	193	6	/	/	SYM
ajfa-2977	193	7	s014	s014	PROPN
ajfa-2977	193	8	(	(	PUNCT
ajfa-2977	193	9	2000	2000	NUM
ajfa-2977	193	10	)	)	PUNCT
ajfa-2977	193	11	.	.	PUNCT
ajfa-2977	194	1	ap	ap	PROPN
ajfa-2977	194	2	monthly	monthly	ADV
ajfa-2977	194	3	,	,	PUNCT
ajfa-2977	194	4	12	12	NUM
ajfa-2977	194	5	hinipardaz	hinipardaz	NOUN
ajfa-2977	194	6	,	,	PUNCT
ajfa-2977	194	7	nkruptcy	nkruptcy	NOUN
ajfa-2977	194	8	.	.	PUNCT
ajfa-2977	195	1	jo	jo	PROPN
ajfa-2977	195	2	scriminant	scriminant	PROPN
ajfa-2977	195	3	a	a	DET
ajfa-2977	195	4	e	e	NOUN
ajfa-2977	195	5	discrimin	discrimin	NOUN
ajfa-2977	195	6	6.4	6.4	NUM
ajfa-2977	195	7	for	for	ADP
ajfa-2977	195	8	the	the	DET
ajfa-2977	195	9	nly	nly	ADV
ajfa-2977	195	10	112	112	NUM
ajfa-2977	195	11	co	co	NOUN
ajfa-2977	195	12	hat	hat	NOUN
ajfa-2977	195	13	multipl	multipl	NOUN
ajfa-2977	195	14	panies	panie	NOUN
ajfa-2977	195	15	in	in	ADP
ajfa-2977	195	16	c	c	PROPN
ajfa-2977	195	17	obit	obit	NOUN
ajfa-2977	195	18	model	model	NOUN
ajfa-2977	195	19	.	.	PUNCT
ajfa-2977	196	1	tic	tic	ADJ
ajfa-2977	196	2	regressio	regressio	PROPN
ajfa-2977	196	3	git	git	NOUN
ajfa-2977	196	4	model	model	NOUN
ajfa-2977	196	5	bu	bu	PROPN
ajfa-2977	196	6	r	r	NOUN
ajfa-2977	196	7	in	in	ADP
ajfa-2977	196	8	compar	compar	NOUN
ajfa-2977	196	9	odel	odel	PROPN
ajfa-2977	196	10	has	have	AUX
ajfa-2977	196	11	bet	bet	VERB
ajfa-2977	196	12	.	.	PUNCT
ajfa-2977	197	1	(	(	PUNCT
ajfa-2977	197	2	2007)pre	2007)pre	NUM
ajfa-2977	197	3	wson	wson	PROPN
ajfa-2977	197	4	,	,	PUNCT
ajfa-2977	197	5	h.	h.	PROPN
ajfa-2977	197	6	(	(	PUNCT
ajfa-2977	197	7	1	1	NUM
ajfa-2977	197	8	agement	agement	NOUN
ajfa-2977	197	9	stu	stu	PROPN
ajfa-2977	197	10	managemen	managemen	PROPN
ajfa-2977	197	11	ch	ch	PROPN
ajfa-2977	197	12	.	.	PROPN
ajfa-2977	197	13	,	,	PUNCT
ajfa-2977	197	14	&	&	CCONJ
ajfa-2977	197	15	ming	ming	PROPN
ajfa-2977	197	16	chines	chines	PROPN
ajfa-2977	197	17	for	for	ADP
ajfa-2977	197	18	1	1	NUM
ajfa-2977	197	19	.	.	PUNCT
ajfa-2977	197	20	(	(	PUNCT
ajfa-2977	197	21	2007	2007	NUM
ajfa-2977	197	22	)	)	PUNCT
ajfa-2977	197	23	.	.	PUNCT
ajfa-2977	198	1	a	a	DET
ajfa-2977	198	2	r	r	NOUN
ajfa-2977	198	3	najmodini	najmodini	NOUN
ajfa-2977	198	4	,	,	PUNCT
ajfa-2977	198	5	ompared	ompare	VERB
ajfa-2977	198	6	wit	wit	NOUN
ajfa-2977	198	7	ccounting	ccounte	VERB
ajfa-2977	198	8	an	an	DET
ajfa-2977	198	9	ounting	ounte	VERB
ajfa-2977	198	10	dat	dat	ADJ
ajfa-2977	198	11	f	f	PROPN
ajfa-2977	198	12	data	data	PROPN
ajfa-2977	198	13	.	.	PUNCT
ajfa-2977	199	1	jo	jo	PROPN
ajfa-2977	199	2	0717	0717	NUM
ajfa-2977	199	3	(	(	PUNCT
ajfa-2977	199	4	2005	2005	NUM
ajfa-2977	199	5	)	)	PUNCT
ajfa-2977	199	6	.	.	PUNCT
ajfa-2977	200	1	th	th	X
ajfa-2977	200	2	ompanies	ompanie	NOUN
ajfa-2977	200	3	in	in	ADP
ajfa-2977	200	4	ng	ng	PROPN
ajfa-2977	200	5	failing	fail	VERB
ajfa-2977	200	6	c	c	PROPN
ajfa-2977	200	7	al	al	PROPN
ajfa-2977	200	8	of	of	ADP
ajfa-2977	200	9	e	e	PROPN
ajfa-2977	200	10	48	48	NUM
ajfa-2977	200	11	-	-	PUNCT
ajfa-2977	200	12	6195(99	6195(99	NUM
ajfa-2977	200	13	pplication	pplication	NOUN
ajfa-2977	200	14	a	a	DET
ajfa-2977	200	15	20	20	NUM
ajfa-2977	200	16	,	,	PUNCT
ajfa-2977	200	17	100	100	NUM
ajfa-2977	200	18	.	.	PUNCT
ajfa-2977	201	1	r.	r.	PROPN
ajfa-2977	201	2	,	,	PUNCT
ajfa-2977	201	3	&	&	CCONJ
ajfa-2977	201	4	solim	solim	PROPN
ajfa-2977	201	5	ournal	ournal	NOUN
ajfa-2977	201	6	of	of	ADP
ajfa-2977	201	7	ap	ap	PROPN
ajfa-2977	201	8	58	58	NUM
ajfa-2977	201	9	analysis	analysis	NOUN
ajfa-2977	201	10	mo	mo	PROPN
ajfa-2977	201	11	nant	nant	PROPN
ajfa-2977	201	12	analys	analys	PROPN
ajfa-2977	201	13	prediction	prediction	NOUN
ajfa-2977	201	14	o	o	NOUN
ajfa-2977	201	15	ompanies	ompanie	NOUN
ajfa-2977	201	16	fr	fr	PROPN
ajfa-2977	201	17	e	e	PROPN
ajfa-2977	201	18	discrimin	discrimin	NOUN
ajfa-2977	201	19	compared	compare	VERB
ajfa-2977	201	20	to	to	ADP
ajfa-2977	201	21	the	the	DET
ajfa-2977	201	22	resear	resear	NOUN
ajfa-2977	201	23	on	on	ADP
ajfa-2977	201	24	is	be	AUX
ajfa-2977	201	25	higher	high	ADJ
ajfa-2977	201	26	ut	ut	PROPN
ajfa-2977	201	27	in	in	ADP
ajfa-2977	201	28	lower	low	ADJ
ajfa-2977	201	29	re	re	NOUN
ajfa-2977	201	30	to	to	ADP
ajfa-2977	201	31	two	two	NUM
ajfa-2977	201	32	o	o	NOUN
ajfa-2977	201	33	tter	tter	NOUN
ajfa-2977	201	34	perform	perform	NOUN
ajfa-2977	201	35	edicting	edicting	PROPN
ajfa-2977	201	36	corp	corp	PROPN
ajfa-2977	201	37	988	988	NUM
ajfa-2977	201	38	)	)	PUNCT
ajfa-2977	201	39	.	.	PUNCT
ajfa-2977	202	1	bank	bank	NOUN
ajfa-2977	202	2	udies	udie	NOUN
ajfa-2977	202	3	,	,	PUNCT
ajfa-2977	202	4	25(5	25(5	NUM
ajfa-2977	202	5	)	)	PUNCT
ajfa-2977	202	6	nt	not	PART
ajfa-2977	202	7	.	.	PUNCT
ajfa-2977	203	1	translate	translate	VERB
ajfa-2977	203	2	g	g	PROPN
ajfa-2977	203	3	,	,	PUNCT
ajfa-2977	203	4	fu	fu	PROPN
ajfa-2977	203	5	,	,	PUNCT
ajfa-2977	203	6	h.	h.	PROPN
ajfa-2977	203	7	(	(	PUNCT
ajfa-2977	203	8	2	2	NUM
ajfa-2977	203	9	business	business	NOUN
ajfa-2977	203	10	review	review	NOUN
ajfa-2977	203	11	of	of	ADP
ajfa-2977	203	12	b	b	PROPN
ajfa-2977	203	13	n.	n.	NOUN
ajfa-2977	203	14	(	(	PUNCT
ajfa-2977	203	15	2010	2010	NUM
ajfa-2977	203	16	)	)	PUNCT
ajfa-2977	203	17	.	.	PUNCT
ajfa-2977	204	1	th	th	AUX
ajfa-2977	204	2	altman	altman	PROPN
ajfa-2977	204	3	z	z	PROPN
ajfa-2977	204	4	nd	nd	AUX
ajfa-2977	204	5	auditing	audit	VERB
ajfa-2977	204	6	ta	ta	PROPN
ajfa-2977	204	7	and	and	CCONJ
ajfa-2977	204	8	the	the	DET
ajfa-2977	204	9	p	p	PROPN
ajfa-2977	204	10	ournal	ournal	NOUN
ajfa-2977	204	11	of	of	ADP
ajfa-2977	204	12	he	he	PRON
ajfa-2977	204	13	condition	condition	NOUN
ajfa-2977	204	14	n	n	PRON
ajfa-2977	204	15	iran	iran	PROPN
ajfa-2977	204	16	.	.	PUNCT
ajfa-2977	205	1	jour	jour	PROPN
ajfa-2977	205	2	companies	company	NOUN
ajfa-2977	205	3	:	:	PUNCT
ajfa-2977	205	4	economics	economics	PROPN
ajfa-2977	205	5	9)00009	9)00009	PROPN
ajfa-2977	205	6	-	-	SYM
ajfa-2977	205	7	0	0	NUM
ajfa-2977	205	8	altman	altman	PROPN
ajfa-2977	205	9	mo	mo	PROPN
ajfa-2977	205	10	mani	mani	PROPN
ajfa-2977	205	11	,	,	PUNCT
ajfa-2977	205	12	b.	b.	PROPN
ajfa-2977	205	13	(	(	PUNCT
ajfa-2977	205	14	2	2	NUM
ajfa-2977	205	15	pplied	pplie	VERB
ajfa-2977	205	16	math	math	NOUN
ajfa-2977	205	17	asian	asian	PROPN
ajfa-2977	205	18	odel	odel	PROPN
ajfa-2977	205	19	showed	show	VERB
ajfa-2977	205	20	sis	sis	NOUN
ajfa-2977	205	21	models	model	NOUN
ajfa-2977	205	22	of	of	ADP
ajfa-2977	205	23	corporate	corporate	ADJ
ajfa-2977	205	24	rom	rom	NOUN
ajfa-2977	205	25	134	134	NUM
ajfa-2977	205	26	no	no	DET
ajfa-2977	205	27	nant	nant	NOUN
ajfa-2977	205	28	analysi	analysi	VERB
ajfa-2977	205	29	o	o	PROPN
ajfa-2977	205	30	logit	logit	PROPN
ajfa-2977	205	31	mod	mod	PROPN
ajfa-2977	205	32	rch	rch	PROPN
ajfa-2977	205	33	results	result	NOUN
ajfa-2977	205	34	s	s	PART
ajfa-2977	205	35	r	r	NOUN
ajfa-2977	205	36	than	than	ADP
ajfa-2977	205	37	the	the	DET
ajfa-2977	205	38	ot	ot	NOUN
ajfa-2977	205	39	level	level	NOUN
ajfa-2977	205	40	,	,	PUNCT
ajfa-2977	205	41	mult	mult	PROPN
ajfa-2977	205	42	other	other	ADJ
ajfa-2977	205	43	model	model	NOUN
ajfa-2977	205	44	mance	mance	PROPN
ajfa-2977	205	45	.	.	PUNCT
ajfa-2977	206	1	porate	porate	ADJ
ajfa-2977	206	2	bank	bank	PROPN
ajfa-2977	206	3	ruptcy	ruptcy	NOUN
ajfa-2977	206	4	pred	pre	VERB
ajfa-2977	206	5	)	)	PUNCT
ajfa-2977	206	6	,	,	PUNCT
ajfa-2977	206	7	437	437	NUM
ajfa-2977	206	8	-	-	SYM
ajfa-2977	206	9	419	419	NUM
ajfa-2977	206	10	.	.	PUNCT
ajfa-2977	207	1	ed	ed	NOUN
ajfa-2977	207	2	by	by	ADP
ajfa-2977	207	3	abdeh	abdeh	NOUN
ajfa-2977	207	4	2010	2010	NUM
ajfa-2977	207	5	)	)	PUNCT
ajfa-2977	207	6	.	.	PUNCT
ajfa-2977	208	1	a	a	DET
ajfa-2977	208	2	hyb	hyb	NOUN
ajfa-2977	208	3	failure	failure	NOUN
ajfa-2977	208	4	pre	pre	ADJ
ajfa-2977	208	5	bankruptcy	bankruptcy	NOUN
ajfa-2977	208	6	p	p	PROPN
ajfa-2977	208	7	application	application	NOUN
ajfa-2977	208	8	z	z	PROPN
ajfa-2977	208	9	model	model	NOUN
ajfa-2977	208	10	co	co	VERB
ajfa-2977	208	11	g	g	PROPN
ajfa-2977	208	12	in	in	ADP
ajfa-2977	208	13	iran	iran	PROPN
ajfa-2977	208	14	,	,	PUNCT
ajfa-2977	208	15	65	65	NUM
ajfa-2977	208	16	prediction	prediction	NOUN
ajfa-2977	208	17	o	o	NOUN
ajfa-2977	208	18	accounting	accounting	NOUN
ajfa-2977	208	19	nal	nal	ADJ
ajfa-2977	208	20	likelihoo	likelihoo	ADJ
ajfa-2977	208	21	rnal	rnal	NOUN
ajfa-2977	208	22	of	of	ADP
ajfa-2977	208	23	hum	hum	NOUN
ajfa-2977	208	24	a	a	DET
ajfa-2977	208	25	re	re	NOUN
ajfa-2977	208	26	-	-	NOUN
ajfa-2977	208	27	evalua	evalua	NOUN
ajfa-2977	208	28	and	and	CCONJ
ajfa-2977	208	29	b	b	X
ajfa-2977	208	30	odel	odel	NOUN
ajfa-2977	208	31	at	at	ADP
ajfa-2977	208	32	stat	stat	NOUN
ajfa-2977	208	33	006	006	NUM
ajfa-2977	208	34	)	)	PUNCT
ajfa-2977	208	35	.	.	PUNCT
ajfa-2977	209	1	the	the	DET
ajfa-2977	209	2	d	d	PROPN
ajfa-2977	209	3	hematics	hematic	NOUN
ajfa-2977	209	4	,	,	PUNCT
ajfa-2977	209	5	12	12	NUM
ajfa-2977	209	6	n	n	NOUN
ajfa-2977	209	7	journal	journal	NOUN
ajfa-2977	209	8	of	of	ADP
ajfa-2977	209	9	f	f	PROPN
ajfa-2977	209	10	d	d	PROPN
ajfa-2977	209	11	that	that	PRON
ajfa-2977	209	12	accura	accura	ADJ
ajfa-2977	209	13	%	%	NOUN
ajfa-2977	209	14	83.6	83.6	NUM
ajfa-2977	209	15	for	for	ADP
ajfa-2977	209	16	e	e	NOUN
ajfa-2977	209	17	bankruptcy	bankruptcy	NOUN
ajfa-2977	209	18	on	on	ADP
ajfa-2977	209	19	-	-	PUNCT
ajfa-2977	209	20	bankrup	bankrup	NOUN
ajfa-2977	209	21	s	s	PART
ajfa-2977	209	22	model	model	NOUN
ajfa-2977	209	23	ha	ha	INTJ
ajfa-2977	209	24	del	del	PROPN
ajfa-2977	209	25	level	level	NOUN
ajfa-2977	209	26	an	an	DET
ajfa-2977	209	27	show	show	NOUN
ajfa-2977	209	28	that	that	SCONJ
ajfa-2977	209	29	th	th	PRON
ajfa-2977	209	30	ther	ther	NOUN
ajfa-2977	209	31	two	two	NUM
ajfa-2977	209	32	mo	mo	PROPN
ajfa-2977	209	33	iple	iple	PROPN
ajfa-2977	209	34	discrim	discrim	PROPN
ajfa-2977	209	35	ls	ls	PROPN
ajfa-2977	209	36	.	.	PUNCT
ajfa-2977	210	1	but	but	CCONJ
ajfa-2977	210	2	in	in	ADP
ajfa-2977	210	3	c	c	PROPN
ajfa-2977	210	4	kruptcy	kruptcy	PROPN
ajfa-2977	210	5	usin	usin	PROPN
ajfa-2977	210	6	diction	diction	PROPN
ajfa-2977	210	7	:	:	PUNCT
ajfa-2977	210	8	an	an	DET
ajfa-2977	210	9	in	in	ADP
ajfa-2977	210	10	h	h	NOUN
ajfa-2977	210	11	,	,	PUNCT
ajfa-2977	210	12	h	h	NOUN
ajfa-2977	210	13	,	,	PUNCT
ajfa-2977	210	14	pishbo	pishbo	NOUN
ajfa-2977	210	15	brid	brid	NOUN
ajfa-2977	210	16	approa	approa	NOUN
ajfa-2977	210	17	ediction	ediction	NOUN
ajfa-2977	210	18	.	.	PUNCT
ajfa-2977	211	1	ex	ex	PRON
ajfa-2977	211	2	prediction	prediction	NOUN
ajfa-2977	211	3	m	m	VERB
ajfa-2977	211	4	n	n	PRON
ajfa-2977	211	5	of	of	ADP
ajfa-2977	211	6	genetic	genetic	ADJ
ajfa-2977	211	7	ompanies	ompanie	NOUN
ajfa-2977	211	8	li	li	PROPN
ajfa-2977	211	9	,	,	PUNCT
ajfa-2977	211	10	100	100	NUM
ajfa-2977	211	11	.	.	PUNCT
ajfa-2977	211	12	of	of	ADP
ajfa-2977	211	13	business	business	NOUN
ajfa-2977	211	14	g	g	PROPN
ajfa-2977	211	15	research	research	NOUN
ajfa-2977	211	16	od	od	ADV
ajfa-2977	211	17	of	of	ADP
ajfa-2977	211	18	optim	optim	ADJ
ajfa-2977	211	19	an	an	DET
ajfa-2977	211	20	sciences	science	NOUN
ajfa-2977	211	21	ation	ation	NOUN
ajfa-2977	211	22	of	of	ADP
ajfa-2977	211	23	the	the	DET
ajfa-2977	211	24	business	business	NOUN
ajfa-2977	211	25	,	,	PUNCT
ajfa-2977	211	26	tus	tus	PROPN
ajfa-2977	211	27	determi	determi	VERB
ajfa-2977	211	28	discriminan	discriminan	NOUN
ajfa-2977	211	29	2	2	NUM
ajfa-2977	211	30	,	,	PUNCT
ajfa-2977	211	31	25	25	NUM
ajfa-2977	211	32	-	-	SYM
ajfa-2977	211	33	15	15	NUM
ajfa-2977	211	34	.	.	PUNCT
ajfa-2977	212	1	finance	finance	PROPN
ajfa-2977	212	2	&	&	CCONJ
ajfa-2977	212	3	ac	ac	PROPN
ajfa-2977	212	4	issn	issn	PROPN
ajfa-2977	212	5	19	19	NUM
ajfa-2977	212	6	2013	2013	NUM
ajfa-2977	212	7	,	,	PUNCT
ajfa-2977	212	8	vol	vol	NOUN
ajfa-2977	212	9	.	.	PUNCT
ajfa-2977	213	1	www.macrothi	www.macrothi	PRON
ajfa-2977	214	1	acy	acy	NOUN
ajfa-2977	214	2	of	of	ADP
ajfa-2977	214	3	this	this	PRON
ajfa-2977	214	4	m	m	VERB
ajfa-2977	214	5	r	r	NOUN
ajfa-2977	214	6	the	the	DET
ajfa-2977	214	7	distin	distin	NOUN
ajfa-2977	214	8	cy	cy	PROPN
ajfa-2977	214	9	.	.	PROPN
ajfa-2977	214	10	pt	pt	PROPN
ajfa-2977	214	11	firms	firm	NOUN
ajfa-2977	214	12	,	,	PUNCT
ajfa-2977	214	13	to	to	ADP
ajfa-2977	214	14	as	as	ADV
ajfa-2977	214	15	high	high	ADJ
ajfa-2977	214	16	accu	accu	PROPN
ajfa-2977	214	17	nd	nd	AUX
ajfa-2977	214	18	has	have	AUX
ajfa-2977	214	19	muc	muc	VERB
ajfa-2977	214	20	he	he	PRON
ajfa-2977	214	21	overall	overall	ADV
ajfa-2977	214	22	a	a	DET
ajfa-2977	214	23	odels	odel	NOUN
ajfa-2977	214	24	.	.	PUNCT
ajfa-2977	215	1	prob	prob	PROPN
ajfa-2977	215	2	minant	minant	PROPN
ajfa-2977	215	3	analy	analy	PROPN
ajfa-2977	215	4	contrast	contrast	NOUN
ajfa-2977	215	5	,	,	PUNCT
ajfa-2977	215	6	to	to	ADP
ajfa-2977	215	7	ng	ng	PROPN
ajfa-2977	215	8	neural	neural	PROPN
ajfa-2977	215	9	ne	ne	PROPN
ajfa-2977	215	10	nvestigation	nvestigation	PROPN
ajfa-2977	215	11	ord	ord	PROPN
ajfa-2977	215	12	,	,	PUNCT
ajfa-2977	215	13	pp21	pp21	PROPN
ajfa-2977	215	14	ach	ach	PROPN
ajfa-2977	215	15	of	of	ADP
ajfa-2977	215	16	dea	dea	PROPN
ajfa-2977	215	17	xpert	xpert	PROPN
ajfa-2977	215	18	syste	syste	PROPN
ajfa-2977	215	19	models	model	NOUN
ajfa-2977	215	20	.	.	PUNCT
ajfa-2977	216	1	acc	acc	PROPN
ajfa-2977	216	2	c	c	PROPN
ajfa-2977	216	3	algorithm	algorithm	PROPN
ajfa-2977	216	4	isted	iste	VERB
ajfa-2977	216	5	on	on	ADP
ajfa-2977	216	6	the	the	DET
ajfa-2977	216	7	failure	failure	NOUN
ajfa-2977	216	8	:	:	PUNCT
ajfa-2977	216	9	the	the	DET
ajfa-2977	216	10	h	h	NOUN
ajfa-2977	216	11	,	,	PUNCT
ajfa-2977	216	12	22(1	22(1	NUM
ajfa-2977	216	13	)	)	PUNCT
ajfa-2977	216	14	,	,	PUNCT
ajfa-2977	216	15	3	3	NUM
ajfa-2977	216	16	mal	mal	ADJ
ajfa-2977	216	17	model	model	NOUN
ajfa-2977	216	18	to	to	ADP
ajfa-2977	216	19	s	s	PROPN
ajfa-2977	216	20	,	,	PUNCT
ajfa-2977	216	21	57	57	NUM
ajfa-2977	216	22	,	,	PUNCT
ajfa-2977	216	23	28	28	NUM
ajfa-2977	216	24	-	-	SYM
ajfa-2977	216	25	3	3	NUM
ajfa-2977	216	26	.	.	PUNCT
ajfa-2977	216	27	e	e	NOUN
ajfa-2977	216	28	logit	logit	PROPN
ajfa-2977	216	29	,	,	PUNCT
ajfa-2977	216	30	pro	pro	X
ajfa-2977	216	31	51(4	51(4	NUM
ajfa-2977	216	32	)	)	PUNCT
ajfa-2977	216	33	,	,	PUNCT
ajfa-2977	216	34	3	3	NUM
ajfa-2977	216	35	ination	ination	NOUN
ajfa-2977	216	36	ban	ban	NOUN
ajfa-2977	216	37	nt	not	PART
ajfa-2977	216	38	analysis	analysis	NOUN
ajfa-2977	216	39	o	o	NOUN
ajfa-2977	216	40	ccounting	ccounte	VERB
ajfa-2977	216	41	946	946	NUM
ajfa-2977	216	42	-	-	PUNCT
ajfa-2977	216	43	052x	052x	NOUN
ajfa-2977	216	44	5	5	NUM
ajfa-2977	216	45	,	,	PUNCT
ajfa-2977	216	46	no	no	INTJ
ajfa-2977	216	47	.	.	NOUN
ajfa-2977	216	48	1	1	NUM
ajfa-2977	216	49	ink.org/ajfa	ink.org/ajfa	NOUN
ajfa-2977	216	50	model	model	NOUN
ajfa-2977	216	51	is	be	AUX
ajfa-2977	216	52	ction	ction	NOUN
ajfa-2977	216	53	of	of	ADP
ajfa-2977	216	54	predict	predict	VERB
ajfa-2977	216	55	uracy	uracy	NOUN
ajfa-2977	216	56	in	in	ADP
ajfa-2977	216	57	ch	ch	NOUN
ajfa-2977	216	58	better	well	ADJ
ajfa-2977	216	59	accuracy	accuracy	NOUN
ajfa-2977	216	60	it	it	PRON
ajfa-2977	216	61	model	model	VERB
ajfa-2977	216	62	ysis	ysis	NOUN
ajfa-2977	216	63	also	also	ADV
ajfa-2977	216	64	identify	identify	VERB
ajfa-2977	216	65	etworks	etwork	NOUN
ajfa-2977	216	66	,	,	PUNCT
ajfa-2977	216	67	n	n	PRON
ajfa-2977	216	68	of	of	ADP
ajfa-2977	216	69	cash	cash	NOUN
ajfa-2977	216	70	a	a	DET
ajfa-2977	216	71	،	،	NOUN
ajfa-2977	216	72	rough	rough	ADJ
ajfa-2977	216	73	em	em	PRON
ajfa-2977	216	74	with	with	ADP
ajfa-2977	216	75	countant	countant	NOUN
ajfa-2977	216	76	ms	ms	NOUN
ajfa-2977	216	77	in	in	ADP
ajfa-2977	216	78	the	the	DET
ajfa-2977	216	79	e	e	NOUN
ajfa-2977	216	80	tehran	tehran	NOUN
ajfa-2977	216	81	e	e	NOUN
ajfa-2977	216	82	setting	set	VERB
ajfa-2977	216	83	361	361	NUM
ajfa-2977	216	84	-	-	SYM
ajfa-2977	216	85	368	368	NUM
ajfa-2977	216	86	.	.	PUNCT
ajfa-2977	217	1	o	o	PROPN
ajfa-2977	217	2	predict	predict	VERB
ajfa-2977	217	3	obit	obit	NOUN
ajfa-2977	217	4	,	,	PUNCT
ajfa-2977	217	5	and	and	CCONJ
ajfa-2977	217	6	347	347	NUM
ajfa-2977	217	7	-	-	SYM
ajfa-2977	217	8	364	364	NUM
ajfa-2977	217	9	.	.	PUNCT
ajfa-2977	218	1	nkruptcy	nkruptcy	NOUN
ajfa-2977	218	2	of	of	ADP
ajfa-2977	218	3	mixed	mixed	ADJ
ajfa-2977	218	4	tonatiu	tonatiu	NOUN
ajfa-2977	218	5	mexico	mexico	PROPN
ajfa-2977	218	6	vadiee	vadiee	NOUN
ajfa-2977	218	7	,	,	PUNCT
ajfa-2977	218	8	analysis	analysis	NOUN
ajfa-2977	218	9	research	research	NOUN
ajfa-2977	218	10	copyri	copyri	NOUN
ajfa-2977	218	11	copyrig	copyrig	NOUN
ajfa-2977	218	12	this	this	DET
ajfa-2977	218	13	ar	ar	NOUN
ajfa-2977	218	14	creativ	creativ	NOUN
ajfa-2977	218	15	uh	uh	INTJ
ajfa-2977	218	16	pena	pena	PROPN
ajfa-2977	218	17	,	,	PUNCT
ajfa-2977	218	18	c.	c.	PROPN
ajfa-2977	218	19	o	o	PROPN
ajfa-2977	218	20	working	work	VERB
ajfa-2977	218	21	p	p	NOUN
ajfa-2977	218	22	m.	m.	NOUN
ajfa-2977	218	23	,	,	PUNCT
ajfa-2977	218	24	&	&	CCONJ
ajfa-2977	218	25	mi	mi	PROPN
ajfa-2977	218	26	s	s	PROPN
ajfa-2977	218	27	and	and	CCONJ
ajfa-2977	218	28	multip	multip	ADJ
ajfa-2977	218	29	h	h	NOUN
ajfa-2977	218	30	,	,	PUNCT
ajfa-2977	218	31	13	13	NUM
ajfa-2977	218	32	,	,	PUNCT
ajfa-2977	218	33	23	23	NUM
ajfa-2977	218	34	-	-	SYM
ajfa-2977	218	35	1	1	NUM
ajfa-2977	218	36	.	.	PUNCT
ajfa-2977	219	1	ight	ight	ADJ
ajfa-2977	219	2	disclai	disclai	PROPN
ajfa-2977	219	3	ght	ght	PROPN
ajfa-2977	219	4	reserved	reserved	ADJ
ajfa-2977	219	5	rticle	rticle	NOUN
ajfa-2977	219	6	is	be	AUX
ajfa-2977	219	7	an	an	DET
ajfa-2977	219	8	e	e	PROPN
ajfa-2977	219	9	commons	commons	PROPN
ajfa-2977	219	10	serafin	serafin	PROPN
ajfa-2977	219	11	ma	ma	PROPN
ajfa-2977	219	12	paper	paper	PROPN
ajfa-2977	219	13	.	.	PUNCT
ajfa-2977	220	1	bankr	bankr	PROPN
ajfa-2977	220	2	resmaeeli	resmaeeli	NOUN
ajfa-2977	220	3	,	,	PUNCT
ajfa-2977	220	4	ple	ple	PROPN
ajfa-2977	220	5	discrimi	discrimi	PROPN
ajfa-2977	220	6	.	.	PUNCT
ajfa-2977	221	1	imer	imer	PROPN
ajfa-2977	221	2	d	d	PROPN
ajfa-2977	221	3	by	by	ADP
ajfa-2977	221	4	maryam	maryam	PROPN
ajfa-2977	221	5	n	n	CCONJ
ajfa-2977	221	6	open	open	ADJ
ajfa-2977	221	7	-	-	PUNCT
ajfa-2977	221	8	acce	acce	NOUN
ajfa-2977	221	9	s	s	PART
ajfa-2977	221	10	attributio	attributio	NOUN
ajfa-2977	221	11	artinez	artinez	PROPN
ajfa-2977	221	12	,	,	PUNCT
ajfa-2977	221	13	&	&	CCONJ
ajfa-2977	221	14	j.	j.	PROPN
ajfa-2977	221	15	ruptcy	ruptcy	PROPN
ajfa-2977	221	16	pred	pred	PROPN
ajfa-2977	221	17	h.	h.	PROPN
ajfa-2977	221	18	(	(	PUNCT
ajfa-2977	221	19	2011	2011	NUM
ajfa-2977	221	20	)	)	PUNCT
ajfa-2977	221	21	.	.	PUNCT
ajfa-2977	222	1	inant	inant	PROPN
ajfa-2977	222	2	analys	analys	PROPN
ajfa-2977	222	3	m	m	PROPN
ajfa-2977	222	4	khalili	khalili	PROPN
ajfa-2977	222	5	a	a	DET
ajfa-2977	222	6	ess	ess	NOUN
ajfa-2977	222	7	article	article	NOUN
ajfa-2977	222	8	d	d	NOUN
ajfa-2977	222	9	n	n	CCONJ
ajfa-2977	222	10	license	license	NOUN
ajfa-2977	222	11	(	(	PUNCT
ajfa-2977	222	12	h	h	NOUN
ajfa-2977	222	13	59	59	NUM
ajfa-2977	222	14	.	.	PUNCT
ajfa-2977	223	1	bolanle	bolanle	PROPN
ajfa-2977	223	2	,	,	PUNCT
ajfa-2977	223	3	a	a	DET
ajfa-2977	223	4	diction	diction	NOUN
ajfa-2977	223	5	:	:	PUNCT
ajfa-2977	223	6	a	a	DET
ajfa-2977	223	7	co	co	NOUN
ajfa-2977	223	8	predicting	predict	VERB
ajfa-2977	223	9	sis	sis	PROPN
ajfa-2977	223	10	fulmer	fulmer	PROPN
ajfa-2977	223	11	a	a	DET
ajfa-2977	223	12	araghi	araghi	PROPN
ajfa-2977	223	13	and	and	CCONJ
ajfa-2977	223	14	s	s	AUX
ajfa-2977	223	15	distributed	distribute	VERB
ajfa-2977	223	16	http://creativ	http://creativ	NOUN
ajfa-2977	223	17	asian	asian	ADJ
ajfa-2977	223	18	a.	a.	NOUN
ajfa-2977	223	19	(	(	PUNCT
ajfa-2977	223	20	2009	2009	NUM
ajfa-2977	223	21	)	)	PUNCT
ajfa-2977	223	22	.	.	PUNCT
ajfa-2977	224	1	l	l	PROPN
ajfa-2977	224	2	omparison	omparison	NOUN
ajfa-2977	224	3	o	o	NOUN
ajfa-2977	224	4	bankruptcy	bankruptcy	NOUN
ajfa-2977	224	5	and	and	CCONJ
ajfa-2977	224	6	compa	compa	PROPN
ajfa-2977	224	7	sara	sara	PROPN
ajfa-2977	224	8	makva	makva	PROPN
ajfa-2977	224	9	under	under	ADP
ajfa-2977	224	10	the	the	DET
ajfa-2977	224	11	vecommons	vecommon	NOUN
ajfa-2977	224	12	n	n	DET
ajfa-2977	224	13	journal	journal	NOUN
ajfa-2977	224	14	of	of	ADP
ajfa-2977	224	15	f	f	PROPN
ajfa-2977	224	16	learning	learn	VERB
ajfa-2977	224	17	tec	tec	NOUN
ajfa-2977	224	18	of	of	ADP
ajfa-2977	224	19	some	some	DET
ajfa-2977	224	20	sta	sta	NOUN
ajfa-2977	224	21	y	y	PROPN
ajfa-2977	224	22	by	by	ADP
ajfa-2977	224	23	using	use	VERB
ajfa-2977	224	24	re	re	ADP
ajfa-2977	224	25	them	they	PRON
ajfa-2977	224	26	.	.	PUNCT
ajfa-2977	225	1	ac	ac	PROPN
ajfa-2977	225	2	ndi	ndi	PROPN
ajfa-2977	225	3	.	.	PUNCT
ajfa-2977	226	1	terms	term	NOUN
ajfa-2977	226	2	and	and	CCONJ
ajfa-2977	226	3	s.org/license	s.org/license	PROPN
ajfa-2977	226	4	finance	finance	NOUN
ajfa-2977	226	5	&	&	CCONJ
ajfa-2977	226	6	ac	ac	PROPN
ajfa-2977	226	7	issn	issn	PROPN
ajfa-2977	226	8	19	19	NUM
ajfa-2977	226	9	2013	2013	NUM
ajfa-2977	226	10	,	,	PUNCT
ajfa-2977	226	11	vol	vol	NOUN
ajfa-2977	226	12	.	.	PUNCT
ajfa-2977	227	1	www.macrothi	www.macrothi	X
ajfa-2977	227	2	chniques	chnique	NOUN
ajfa-2977	227	3	.	.	PUNCT
ajfa-2977	228	1	b	b	X
ajfa-2977	228	2	atistical	atistical	ADJ
ajfa-2977	228	3	mo	mo	PROPN
ajfa-2977	228	4	ohlson	ohlson	PROPN
ajfa-2977	228	5	logi	logi	NOUN
ajfa-2977	228	6	ccounting	ccounte	VERB
ajfa-2977	228	7	a	a	DET
ajfa-2977	228	8	d	d	NOUN
ajfa-2977	228	9	conditions	condition	NOUN
ajfa-2977	228	10	es	es	NOUN
ajfa-2977	228	11	/	/	SYM
ajfa-2977	228	12	by/3.0/	by/3.0/	NOUN
ajfa-2977	228	13	)	)	PUNCT
ajfa-2977	228	14	.	.	PUNCT
ajfa-2977	229	1	ccounting	ccounte	VERB
ajfa-2977	229	2	946	946	NUM
ajfa-2977	229	3	-	-	PUNCT
ajfa-2977	229	4	052x	052x	NOUN
ajfa-2977	229	5	5	5	NUM
ajfa-2977	229	6	,	,	PUNCT
ajfa-2977	229	7	no	no	INTJ
ajfa-2977	229	8	.	.	NOUN
ajfa-2977	229	9	1	1	NUM
ajfa-2977	229	10	ink.org/ajfa	ink.org/ajfa	NOUN
ajfa-2977	229	11	banco	banco	NOUN
ajfa-2977	229	12	de	de	X
ajfa-2977	229	13	odels	odel	NOUN
ajfa-2977	229	14	.	.	PUNCT
ajfa-2977	230	1	it	it	PRON
ajfa-2977	230	2	model	model	VERB
ajfa-2977	230	3	nd	nd	ADV
ajfa-2977	230	4	audit	audit	NOUN
ajfa-2977	230	5	s	s	X
ajfa-2977	230	6	of	of	ADP
ajfa-2977	230	7	the	the	PRON