id	sid	tid	token	lemma	pos
ajbmeb-581	1	1	american	american	PROPN
ajbmeb-581	1	2	journal	journal	PROPN
ajbmeb-581	1	3	of	of	ADP
ajbmeb-581	1	4	business	business	NOUN
ajbmeb-581	1	5	management	management	NOUN
ajbmeb-581	1	6	,	,	PUNCT
ajbmeb-581	1	7	economics	economic	NOUN
ajbmeb-581	1	8	and	and	CCONJ
ajbmeb-581	1	9	banking	banking	NOUN
ajbmeb-581	1	10	issn	issn	PROPN
ajbmeb-581	1	11	(	(	PUNCT
ajbmeb-581	1	12	e	e	NOUN
ajbmeb-581	1	13	):	):	PUNCT
ajbmeb-581	1	14	2832	2832	NUM
ajbmeb-581	1	15	-	-	SYM
ajbmeb-581	1	16	8078	8078	NUM
ajbmeb-581	1	17	volume	volume	NOUN
ajbmeb-581	1	18	11	11	NUM
ajbmeb-581	1	19	,	,	PUNCT
ajbmeb-581	1	20	|	|	ADV
ajbmeb-581	1	21	april	april	PROPN
ajbmeb-581	1	22	,	,	PUNCT
ajbmeb-581	1	23	2023	2023	NUM
ajbmeb-581	1	24	p	p	NOUN
ajbmeb-581	1	25	a	a	DET
ajbmeb-581	1	26	g	g	NOUN
ajbmeb-581	1	27	e	e	NOUN
ajbmeb-581	2	1	|	|	ADV
ajbmeb-581	2	2	16	16	NUM
ajbmeb-581	2	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	2	4	a	a	DET
ajbmeb-581	2	5	statistical	statistical	ADJ
ajbmeb-581	2	6	study	study	NOUN
ajbmeb-581	2	7	to	to	PART
ajbmeb-581	2	8	show	show	VERB
ajbmeb-581	2	9	the	the	DET
ajbmeb-581	2	10	impact	impact	NOUN
ajbmeb-581	2	11	of	of	ADP
ajbmeb-581	2	12	banking	banking	NOUN
ajbmeb-581	2	13	system	system	NOUN
ajbmeb-581	2	14	deposits	deposit	NOUN
ajbmeb-581	2	15	on	on	ADP
ajbmeb-581	2	16	the	the	DET
ajbmeb-581	2	17	gross	gross	ADJ
ajbmeb-581	2	18	domestic	domestic	ADJ
ajbmeb-581	2	19	product	product	NOUN
ajbmeb-581	2	20	in	in	ADP
ajbmeb-581	2	21	iraq	iraq	PROPN
ajbmeb-581	2	22	during	during	ADP
ajbmeb-581	2	23	the	the	DET
ajbmeb-581	2	24	period	period	NOUN
ajbmeb-581	2	25	(	(	PUNCT
ajbmeb-581	2	26	2005	2005	NUM
ajbmeb-581	2	27	-	-	SYM
ajbmeb-581	2	28	2020	2020	NUM
ajbmeb-581	2	29	)	)	PUNCT
ajbmeb-581	2	30	hayder	hayder	PROPN
ajbmeb-581	2	31	sabah	sabah	PROPN
ajbmeb-581	2	32	tuama	tuama	PROPN
ajbmeb-581	2	33	haidar_1100@yahoo.com	haidar_1100@yahoo.com	PROPN
ajbmeb-581	2	34	college	college	PROPN
ajbmeb-581	2	35	of	of	ADP
ajbmeb-581	2	36	administration	administration	PROPN
ajbmeb-581	2	37	and	and	CCONJ
ajbmeb-581	2	38	economics	economics	PROPN
ajbmeb-581	2	39	university	university	PROPN
ajbmeb-581	2	40	of	of	ADP
ajbmeb-581	2	41	maysan	maysan	PROPN
ajbmeb-581	2	42	-	-	PUNCT
ajbmeb-581	2	43	iraq	iraq	PROPN
ajbmeb-581	2	44	ali	ali	PROPN
ajbmeb-581	2	45	salman	salman	PROPN
ajbmeb-581	2	46	tuama	tuama	PROPN
ajbmeb-581	2	47	alchaabawi	alchaabawi	VERB
ajbmeb-581	2	48	college	college	PROPN
ajbmeb-581	2	49	of	of	ADP
ajbmeb-581	2	50	administration	administration	PROPN
ajbmeb-581	2	51	and	and	CCONJ
ajbmeb-581	2	52	economics	economics	PROPN
ajbmeb-581	2	53	university	university	PROPN
ajbmeb-581	2	54	of	of	ADP
ajbmeb-581	2	55	maysan	maysan	PROPN
ajbmeb-581	2	56	-	-	PUNCT
ajbmeb-581	2	57	iraq	iraq	PROPN
ajbmeb-581	2	58	a	a	DET
ajbmeb-581	2	59	b	b	PROPN
ajbmeb-581	2	60	s	s	ADP
ajbmeb-581	2	61	t	t	PROPN
ajbmeb-581	2	62	r	r	NOUN
ajbmeb-581	2	63	a	a	DET
ajbmeb-581	2	64	c	c	NOUN
ajbmeb-581	2	65	t	t	NOUN
ajbmeb-581	2	66	k	k	X
ajbmeb-581	2	67	e	e	PROPN
ajbmeb-581	2	68	y	y	PROPN
ajbmeb-581	2	69	w	w	NOUN
ajbmeb-581	2	70	o	o	NOUN
ajbmeb-581	2	71	r	r	NOUN
ajbmeb-581	2	72	d	d	X
ajbmeb-581	2	73	s	s	VERB
ajbmeb-581	2	74	monetary	monetary	ADJ
ajbmeb-581	2	75	variables	variable	NOUN
ajbmeb-581	2	76	(	(	PUNCT
ajbmeb-581	2	77	bank	bank	NOUN
ajbmeb-581	2	78	deposits	deposit	NOUN
ajbmeb-581	2	79	and	and	CCONJ
ajbmeb-581	2	80	cash	cash	NOUN
ajbmeb-581	2	81	credit	credit	NOUN
ajbmeb-581	2	82	)	)	PUNCT
ajbmeb-581	2	83	are	be	AUX
ajbmeb-581	2	84	considered	consider	VERB
ajbmeb-581	2	85	important	important	ADJ
ajbmeb-581	2	86	variables	variable	NOUN
ajbmeb-581	2	87	in	in	ADP
ajbmeb-581	2	88	monetary	monetary	ADJ
ajbmeb-581	2	89	policy	policy	NOUN
ajbmeb-581	2	90	in	in	ADP
ajbmeb-581	2	91	developing	develop	VERB
ajbmeb-581	2	92	and	and	CCONJ
ajbmeb-581	2	93	developed	developed	ADJ
ajbmeb-581	2	94	countries	country	NOUN
ajbmeb-581	2	95	alike	alike	ADV
ajbmeb-581	2	96	,	,	PUNCT
ajbmeb-581	2	97	especially	especially	ADV
ajbmeb-581	2	98	by	by	ADP
ajbmeb-581	2	99	providing	provide	VERB
ajbmeb-581	2	100	financing	financing	NOUN
ajbmeb-581	2	101	for	for	ADP
ajbmeb-581	2	102	the	the	DET
ajbmeb-581	2	103	development	development	NOUN
ajbmeb-581	2	104	process	process	NOUN
ajbmeb-581	2	105	and	and	CCONJ
ajbmeb-581	2	106	providing	provide	VERB
ajbmeb-581	2	107	cash	cash	NOUN
ajbmeb-581	2	108	liquidity	liquidity	NOUN
ajbmeb-581	2	109	needed	need	VERB
ajbmeb-581	2	110	by	by	ADP
ajbmeb-581	2	111	investment	investment	NOUN
ajbmeb-581	2	112	activity	activity	NOUN
ajbmeb-581	2	113	,	,	PUNCT
ajbmeb-581	2	114	but	but	CCONJ
ajbmeb-581	2	115	iraq	iraq	PROPN
ajbmeb-581	2	116	is	be	AUX
ajbmeb-581	2	117	the	the	DET
ajbmeb-581	2	118	exception	exception	NOUN
ajbmeb-581	2	119	to	to	ADP
ajbmeb-581	2	120	that	that	PRON
ajbmeb-581	2	121	as	as	SCONJ
ajbmeb-581	2	122	it	it	PRON
ajbmeb-581	2	123	did	do	AUX
ajbmeb-581	2	124	not	not	PART
ajbmeb-581	2	125	rely	rely	VERB
ajbmeb-581	2	126	much	much	ADV
ajbmeb-581	2	127	on	on	ADP
ajbmeb-581	2	128	the	the	DET
ajbmeb-581	2	129	commodity	commodity	NOUN
ajbmeb-581	2	130	sectors	sector	NOUN
ajbmeb-581	2	131	in	in	ADP
ajbmeb-581	2	132	creating	create	VERB
ajbmeb-581	2	133	added	add	VERB
ajbmeb-581	2	134	value	value	NOUN
ajbmeb-581	2	135	,	,	PUNCT
ajbmeb-581	2	136	because	because	SCONJ
ajbmeb-581	2	137	the	the	DET
ajbmeb-581	2	138	economy	economy	NOUN
ajbmeb-581	2	139	depends	depend	VERB
ajbmeb-581	2	140	on	on	ADP
ajbmeb-581	2	141	external	external	ADJ
ajbmeb-581	2	142	variables	variable	NOUN
ajbmeb-581	2	143	,	,	PUNCT
ajbmeb-581	2	144	including	include	VERB
ajbmeb-581	2	145	the	the	DET
ajbmeb-581	2	146	rentier	renti	ADJ
ajbmeb-581	2	147	resource	resource	NOUN
ajbmeb-581	2	148	coming	come	VERB
ajbmeb-581	2	149	from	from	ADP
ajbmeb-581	2	150	the	the	DET
ajbmeb-581	2	151	extractive	extractive	ADJ
ajbmeb-581	2	152	sector	sector	NOUN
ajbmeb-581	2	153	.	.	PUNCT
ajbmeb-581	3	1	does	do	AUX
ajbmeb-581	3	2	monetary	monetary	ADJ
ajbmeb-581	3	3	policy	policy	NOUN
ajbmeb-581	3	4	and	and	CCONJ
ajbmeb-581	3	5	the	the	DET
ajbmeb-581	3	6	weak	weak	ADJ
ajbmeb-581	3	7	role	role	NOUN
ajbmeb-581	3	8	of	of	ADP
ajbmeb-581	3	9	the	the	DET
ajbmeb-581	3	10	central	central	ADJ
ajbmeb-581	3	11	bank	bank	NOUN
ajbmeb-581	3	12	in	in	ADP
ajbmeb-581	3	13	economic	economic	ADJ
ajbmeb-581	3	14	activity	activity	NOUN
ajbmeb-581	3	15	in	in	ADP
ajbmeb-581	3	16	iraq	iraq	PROPN
ajbmeb-581	3	17	during	during	ADP
ajbmeb-581	3	18	the	the	DET
ajbmeb-581	3	19	period	period	NOUN
ajbmeb-581	3	20	(	(	PUNCT
ajbmeb-581	3	21	2005	2005	NUM
ajbmeb-581	3	22	-	-	SYM
ajbmeb-581	3	23	2020	2020	NUM
ajbmeb-581	3	24	)	)	PUNCT
ajbmeb-581	3	25	,	,	PUNCT
ajbmeb-581	3	26	and	and	CCONJ
ajbmeb-581	3	27	statistical	statistical	ADJ
ajbmeb-581	3	28	and	and	CCONJ
ajbmeb-581	3	29	standard	standard	ADJ
ajbmeb-581	3	30	tests	test	NOUN
ajbmeb-581	3	31	were	be	AUX
ajbmeb-581	3	32	used	use	VERB
ajbmeb-581	3	33	that	that	PRON
ajbmeb-581	3	34	showed	show	VERB
ajbmeb-581	3	35	the	the	DET
ajbmeb-581	3	36	presence	presence	NOUN
ajbmeb-581	3	37	of	of	ADP
ajbmeb-581	3	38	stability	stability	NOUN
ajbmeb-581	3	39	of	of	ADP
ajbmeb-581	3	40	the	the	DET
ajbmeb-581	3	41	variables	variable	NOUN
ajbmeb-581	3	42	in	in	ADP
ajbmeb-581	3	43	the	the	DET
ajbmeb-581	3	44	first	first	ADJ
ajbmeb-581	3	45	difference	difference	NOUN
ajbmeb-581	3	46	,	,	PUNCT
ajbmeb-581	3	47	and	and	CCONJ
ajbmeb-581	3	48	the	the	DET
ajbmeb-581	3	49	lack	lack	NOUN
ajbmeb-581	3	50	of	of	ADP
ajbmeb-581	3	51	self	self	NOUN
ajbmeb-581	3	52	-	-	PUNCT
ajbmeb-581	3	53	correlation	correlation	NOUN
ajbmeb-581	3	54	between	between	ADP
ajbmeb-581	3	55	the	the	DET
ajbmeb-581	3	56	variables	variable	NOUN
ajbmeb-581	3	57	,	,	PUNCT
ajbmeb-581	3	58	and	and	CCONJ
ajbmeb-581	3	59	the	the	DET
ajbmeb-581	3	60	heterogeneity	heterogeneity	NOUN
ajbmeb-581	3	61	of	of	ADP
ajbmeb-581	3	62	the	the	DET
ajbmeb-581	3	63	variation	variation	NOUN
ajbmeb-581	3	64	between	between	ADP
ajbmeb-581	3	65	the	the	DET
ajbmeb-581	3	66	studied	study	VERB
ajbmeb-581	3	67	variables	variable	NOUN
ajbmeb-581	3	68	,	,	PUNCT
ajbmeb-581	3	69	in	in	ADP
ajbmeb-581	3	70	addition	addition	NOUN
ajbmeb-581	3	71	to	to	ADP
ajbmeb-581	3	72	the	the	DET
ajbmeb-581	3	73	substantiality	substantiality	NOUN
ajbmeb-581	3	74	of	of	ADP
ajbmeb-581	3	75	the	the	DET
ajbmeb-581	3	76	model	model	NOUN
ajbmeb-581	3	77	,	,	PUNCT
ajbmeb-581	3	78	which	which	PRON
ajbmeb-581	3	79	means	mean	VERB
ajbmeb-581	3	80	the	the	DET
ajbmeb-581	3	81	possibility	possibility	NOUN
ajbmeb-581	3	82	of	of	ADP
ajbmeb-581	3	83	activating	activate	VERB
ajbmeb-581	3	84	monetary	monetary	ADJ
ajbmeb-581	3	85	policy	policy	NOUN
ajbmeb-581	3	86	in	in	ADP
ajbmeb-581	3	87	iraq	iraq	PROPN
ajbmeb-581	3	88	to	to	PART
ajbmeb-581	3	89	influence	influence	VERB
ajbmeb-581	3	90	economic	economic	ADJ
ajbmeb-581	3	91	activity	activity	NOUN
ajbmeb-581	3	92	.	.	PUNCT
ajbmeb-581	4	1	bank	bank	NOUN
ajbmeb-581	4	2	deposits	deposit	NOUN
ajbmeb-581	4	3	,	,	PUNCT
ajbmeb-581	4	4	cash	cash	NOUN
ajbmeb-581	4	5	credit	credit	NOUN
ajbmeb-581	4	6	,	,	PUNCT
ajbmeb-581	4	7	monetary	monetary	ADJ
ajbmeb-581	4	8	policy	policy	NOUN
ajbmeb-581	4	9	,	,	PUNCT
ajbmeb-581	4	10	error	error	NOUN
ajbmeb-581	4	11	correction	correction	NOUN
ajbmeb-581	4	12	vector	vector	NOUN
ajbmeb-581	4	13	introduction	introduction	NOUN
ajbmeb-581	4	14	the	the	DET
ajbmeb-581	4	15	deposits	deposit	NOUN
ajbmeb-581	4	16	of	of	ADP
ajbmeb-581	4	17	the	the	DET
ajbmeb-581	4	18	banking	banking	NOUN
ajbmeb-581	4	19	system	system	NOUN
ajbmeb-581	4	20	,	,	PUNCT
ajbmeb-581	4	21	in	in	ADP
ajbmeb-581	4	22	both	both	CCONJ
ajbmeb-581	4	23	its	its	PRON
ajbmeb-581	4	24	current	current	ADJ
ajbmeb-581	4	25	and	and	CCONJ
ajbmeb-581	4	26	fixed	fix	VERB
ajbmeb-581	4	27	parts	part	NOUN
ajbmeb-581	4	28	,	,	PUNCT
ajbmeb-581	4	29	should	should	AUX
ajbmeb-581	4	30	be	be	AUX
ajbmeb-581	4	31	employed	employ	VERB
ajbmeb-581	4	32	to	to	PART
ajbmeb-581	4	33	indicate	indicate	VERB
ajbmeb-581	4	34	their	their	PRON
ajbmeb-581	4	35	impact	impact	NOUN
ajbmeb-581	4	36	on	on	ADP
ajbmeb-581	4	37	the	the	DET
ajbmeb-581	4	38	gross	gross	ADJ
ajbmeb-581	4	39	domestic	domestic	ADJ
ajbmeb-581	4	40	product	product	NOUN
ajbmeb-581	4	41	,	,	PUNCT
ajbmeb-581	4	42	in	in	ADP
ajbmeb-581	4	43	addition	addition	NOUN
ajbmeb-581	4	44	to	to	ADP
ajbmeb-581	4	45	the	the	DET
ajbmeb-581	4	46	effect	effect	NOUN
ajbmeb-581	4	47	of	of	ADP
ajbmeb-581	4	48	cash	cash	NOUN
ajbmeb-581	4	49	credit	credit	NOUN
ajbmeb-581	4	50	granted	grant	VERB
ajbmeb-581	4	51	by	by	ADP
ajbmeb-581	4	52	the	the	DET
ajbmeb-581	4	53	banking	banking	NOUN
ajbmeb-581	4	54	system	system	NOUN
ajbmeb-581	4	55	in	in	ADP
ajbmeb-581	4	56	both	both	CCONJ
ajbmeb-581	4	57	its	its	PRON
ajbmeb-581	4	58	governmental	governmental	ADJ
ajbmeb-581	4	59	and	and	CCONJ
ajbmeb-581	4	60	private	private	ADJ
ajbmeb-581	4	61	parts	part	NOUN
ajbmeb-581	4	62	,	,	PUNCT
ajbmeb-581	4	63	and	and	CCONJ
ajbmeb-581	4	64	pledged	pledge	VERB
ajbmeb-581	4	65	credit	credit	NOUN
ajbmeb-581	4	66	.	.	PUNCT
ajbmeb-581	5	1	dependent	dependent	ADJ
ajbmeb-581	5	2	and	and	CCONJ
ajbmeb-581	5	3	independent	independent	ADJ
ajbmeb-581	5	4	variables	variable	NOUN
ajbmeb-581	5	5	,	,	PUNCT
ajbmeb-581	5	6	to	to	PART
ajbmeb-581	5	7	contribute	contribute	VERB
ajbmeb-581	5	8	to	to	ADP
ajbmeb-581	5	9	assisting	assist	VERB
ajbmeb-581	5	10	the	the	DET
ajbmeb-581	5	11	set	set	NOUN
ajbmeb-581	5	12	of	of	ADP
ajbmeb-581	5	13	monetary	monetary	ADJ
ajbmeb-581	5	14	policy	policy	NOUN
ajbmeb-581	5	15	to	to	PART
ajbmeb-581	5	16	activate	activate	VERB
ajbmeb-581	5	17	the	the	DET
ajbmeb-581	5	18	role	role	NOUN
ajbmeb-581	5	19	of	of	ADP
ajbmeb-581	5	20	monetary	monetary	ADJ
ajbmeb-581	5	21	variables	variable	NOUN
ajbmeb-581	5	22	in	in	ADP
ajbmeb-581	5	23	economic	economic	ADJ
ajbmeb-581	5	24	activity	activity	NOUN
ajbmeb-581	5	25	and	and	CCONJ
ajbmeb-581	5	26	achieve	achieve	VERB
ajbmeb-581	5	27	the	the	DET
ajbmeb-581	5	28	desired	desire	VERB
ajbmeb-581	5	29	goals	goal	NOUN
ajbmeb-581	5	30	for	for	ADP
ajbmeb-581	5	31	which	which	PRON
ajbmeb-581	5	32	they	they	PRON
ajbmeb-581	5	33	were	be	AUX
ajbmeb-581	5	34	set	set	VERB
ajbmeb-581	5	35	,	,	PUNCT
ajbmeb-581	5	36	and	and	CCONJ
ajbmeb-581	5	37	the	the	DET
ajbmeb-581	5	38	possibility	possibility	NOUN
ajbmeb-581	5	39	of	of	ADP
ajbmeb-581	5	40	getting	getting	AUX
ajbmeb-581	5	41	rid	rid	VERB
ajbmeb-581	5	42	of	of	ADP
ajbmeb-581	5	43	problems	problem	NOUN
ajbmeb-581	5	44	associated	associate	VERB
ajbmeb-581	5	45	with	with	ADP
ajbmeb-581	5	46	monetary	monetary	ADJ
ajbmeb-581	5	47	variables	variable	NOUN
ajbmeb-581	5	48	,	,	PUNCT
ajbmeb-581	5	49	and	and	CCONJ
ajbmeb-581	5	50	making	make	VERB
ajbmeb-581	5	51	monetary	monetary	ADJ
ajbmeb-581	5	52	policy	policy	NOUN
ajbmeb-581	5	53	american	american	ADJ
ajbmeb-581	5	54	journal	journal	PROPN
ajbmeb-581	5	55	of	of	ADP
ajbmeb-581	5	56	business	business	NOUN
ajbmeb-581	5	57	management	management	NOUN
ajbmeb-581	5	58	,	,	PUNCT
ajbmeb-581	5	59	economics	economic	NOUN
ajbmeb-581	5	60	and	and	CCONJ
ajbmeb-581	5	61	banking	banking	NOUN
ajbmeb-581	5	62	volume	volume	NOUN
ajbmeb-581	5	63	11	11	NUM
ajbmeb-581	5	64	april	april	PROPN
ajbmeb-581	5	65	,	,	PUNCT
ajbmeb-581	5	66	2023	2023	NUM
ajbmeb-581	5	67	p	p	NOUN
ajbmeb-581	5	68	a	a	DET
ajbmeb-581	5	69	g	g	NOUN
ajbmeb-581	5	70	e	e	PROPN
ajbmeb-581	5	71	|	|	ADV
ajbmeb-581	5	72	17	17	NUM
ajbmeb-581	5	73	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	5	74	effective	effective	ADJ
ajbmeb-581	5	75	and	and	CCONJ
ajbmeb-581	5	76	intertwined	intertwine	VERB
ajbmeb-581	5	77	with	with	ADP
ajbmeb-581	5	78	fiscal	fiscal	ADJ
ajbmeb-581	5	79	policy	policy	NOUN
ajbmeb-581	5	80	to	to	PART
ajbmeb-581	5	81	achieve	achieve	VERB
ajbmeb-581	5	82	stability	stability	NOUN
ajbmeb-581	5	83	in	in	ADP
ajbmeb-581	5	84	the	the	DET
ajbmeb-581	5	85	general	general	ADJ
ajbmeb-581	5	86	level	level	NOUN
ajbmeb-581	5	87	of	of	ADP
ajbmeb-581	5	88	prices	price	NOUN
ajbmeb-581	5	89	,	,	PUNCT
ajbmeb-581	5	90	and	and	CCONJ
ajbmeb-581	5	91	address	address	NOUN
ajbmeb-581	5	92	problems	problem	NOUN
ajbmeb-581	5	93	economy	economy	NOUN
ajbmeb-581	5	94	,	,	PUNCT
ajbmeb-581	5	95	including	include	VERB
ajbmeb-581	5	96	inflation	inflation	NOUN
ajbmeb-581	5	97	and	and	CCONJ
ajbmeb-581	5	98	unemployment	unemployment	NOUN
ajbmeb-581	5	99	.	.	PUNCT
ajbmeb-581	6	1	the	the	DET
ajbmeb-581	6	2	statistical	statistical	ADJ
ajbmeb-581	6	3	descriptive	descriptive	ADJ
ajbmeb-581	6	4	analysis	analysis	NOUN
ajbmeb-581	6	5	of	of	ADP
ajbmeb-581	6	6	the	the	DET
ajbmeb-581	6	7	study	study	NOUN
ajbmeb-581	6	8	variables	variable	NOUN
ajbmeb-581	6	9	,	,	PUNCT
ajbmeb-581	6	10	represented	represent	VERB
ajbmeb-581	6	11	by	by	ADP
ajbmeb-581	6	12	the	the	DET
ajbmeb-581	6	13	gross	gross	ADJ
ajbmeb-581	6	14	domestic	domestic	ADJ
ajbmeb-581	6	15	product	product	NOUN
ajbmeb-581	6	16	(	(	PUNCT
ajbmeb-581	6	17	gdp	gdp	NOUN
ajbmeb-581	6	18	)	)	PUNCT
ajbmeb-581	6	19	as	as	ADP
ajbmeb-581	6	20	a	a	DET
ajbmeb-581	6	21	dependent	dependent	ADJ
ajbmeb-581	6	22	variable	variable	NOUN
ajbmeb-581	6	23	,	,	PUNCT
ajbmeb-581	6	24	bank	bank	NOUN
ajbmeb-581	6	25	deposits	deposit	NOUN
ajbmeb-581	6	26	and	and	CCONJ
ajbmeb-581	6	27	cash	cash	NOUN
ajbmeb-581	6	28	credit	credit	NOUN
ajbmeb-581	6	29	as	as	ADP
ajbmeb-581	6	30	an	an	DET
ajbmeb-581	6	31	independent	independent	ADJ
ajbmeb-581	6	32	variable	variable	NOUN
ajbmeb-581	6	33	,	,	PUNCT
ajbmeb-581	6	34	and	and	CCONJ
ajbmeb-581	6	35	pledge	pledge	VERB
ajbmeb-581	6	36	credit	credit	NOUN
ajbmeb-581	6	37	as	as	ADP
ajbmeb-581	6	38	an	an	DET
ajbmeb-581	6	39	independent	independent	ADJ
ajbmeb-581	6	40	variable	variable	NOUN
ajbmeb-581	6	41	,	,	PUNCT
ajbmeb-581	6	42	for	for	ADP
ajbmeb-581	6	43	the	the	DET
ajbmeb-581	6	44	purpose	purpose	NOUN
ajbmeb-581	6	45	of	of	ADP
ajbmeb-581	6	46	measuring	measure	VERB
ajbmeb-581	6	47	and	and	CCONJ
ajbmeb-581	6	48	estimating	estimate	VERB
ajbmeb-581	6	49	the	the	DET
ajbmeb-581	6	50	regression	regression	NOUN
ajbmeb-581	6	51	equation	equation	NOUN
ajbmeb-581	6	52	for	for	ADP
ajbmeb-581	6	53	the	the	DET
ajbmeb-581	6	54	model	model	NOUN
ajbmeb-581	6	55	variables	variable	VERB
ajbmeb-581	6	56	on	on	ADP
ajbmeb-581	6	57	according	accord	VERB
ajbmeb-581	6	58	to	to	ADP
ajbmeb-581	6	59	the	the	DET
ajbmeb-581	6	60	vecm	vecm	NOUN
ajbmeb-581	6	61	methodology	methodology	NOUN
ajbmeb-581	6	62	,	,	PUNCT
ajbmeb-581	6	63	achieving	achieve	VERB
ajbmeb-581	6	64	results	result	NOUN
ajbmeb-581	6	65	that	that	PRON
ajbmeb-581	6	66	are	be	AUX
ajbmeb-581	6	67	consistent	consistent	ADJ
ajbmeb-581	6	68	with	with	ADP
ajbmeb-581	6	69	the	the	DET
ajbmeb-581	6	70	theoretical	theoretical	ADJ
ajbmeb-581	6	71	hypotheses	hypothesis	NOUN
ajbmeb-581	6	72	of	of	ADP
ajbmeb-581	6	73	the	the	DET
ajbmeb-581	6	74	statistical	statistical	ADJ
ajbmeb-581	6	75	model	model	NOUN
ajbmeb-581	6	76	,	,	PUNCT
ajbmeb-581	6	77	and	and	CCONJ
ajbmeb-581	6	78	showing	show	VERB
ajbmeb-581	6	79	the	the	DET
ajbmeb-581	6	80	accuracy	accuracy	NOUN
ajbmeb-581	6	81	of	of	ADP
ajbmeb-581	6	82	the	the	DET
ajbmeb-581	6	83	theoretical	theoretical	ADJ
ajbmeb-581	6	84	signals	signal	NOUN
ajbmeb-581	6	85	for	for	ADP
ajbmeb-581	6	86	this	this	DET
ajbmeb-581	6	87	relationship	relationship	NOUN
ajbmeb-581	6	88	,	,	PUNCT
ajbmeb-581	6	89	and	and	CCONJ
ajbmeb-581	6	90	through	through	ADP
ajbmeb-581	6	91	which	which	PRON
ajbmeb-581	6	92	an	an	DET
ajbmeb-581	6	93	explanation	explanation	NOUN
ajbmeb-581	6	94	can	can	AUX
ajbmeb-581	6	95	be	be	AUX
ajbmeb-581	6	96	provided	provide	VERB
ajbmeb-581	6	97	for	for	ADP
ajbmeb-581	6	98	the	the	DET
ajbmeb-581	6	99	phenomenon	phenomenon	NOUN
ajbmeb-581	6	100	under	under	ADP
ajbmeb-581	6	101	study	study	NOUN
ajbmeb-581	6	102	,	,	PUNCT
ajbmeb-581	6	103	or	or	CCONJ
ajbmeb-581	6	104	the	the	DET
ajbmeb-581	6	105	possibility	possibility	NOUN
ajbmeb-581	6	106	of	of	ADP
ajbmeb-581	6	107	predicting	predict	VERB
ajbmeb-581	6	108	the	the	DET
ajbmeb-581	6	109	future	future	ADJ
ajbmeb-581	6	110	behavior	behavior	NOUN
ajbmeb-581	6	111	of	of	ADP
ajbmeb-581	6	112	the	the	DET
ajbmeb-581	6	113	study	study	NOUN
ajbmeb-581	6	114	variables	variable	NOUN
ajbmeb-581	6	115	.	.	PUNCT
ajbmeb-581	7	1	research	research	NOUN
ajbmeb-581	7	2	hypothesis	hypothesis	NOUN
ajbmeb-581	7	3	:	:	PUNCT
ajbmeb-581	7	4	the	the	DET
ajbmeb-581	7	5	study	study	NOUN
ajbmeb-581	7	6	was	be	AUX
ajbmeb-581	7	7	based	base	VERB
ajbmeb-581	7	8	on	on	ADP
ajbmeb-581	7	9	the	the	DET
ajbmeb-581	7	10	following	follow	VERB
ajbmeb-581	7	11	hypotheses	hypothesis	NOUN
ajbmeb-581	7	12	1	1	NUM
ajbmeb-581	7	13	-	-	PUNCT
ajbmeb-581	7	14	bank	bank	NOUN
ajbmeb-581	7	15	deposits	deposit	NOUN
ajbmeb-581	7	16	and	and	CCONJ
ajbmeb-581	7	17	cash	cash	NOUN
ajbmeb-581	7	18	credit	credit	NOUN
ajbmeb-581	7	19	in	in	ADP
ajbmeb-581	7	20	iraq	iraq	PROPN
ajbmeb-581	7	21	did	do	AUX
ajbmeb-581	7	22	not	not	PART
ajbmeb-581	7	23	contribute	contribute	VERB
ajbmeb-581	7	24	to	to	ADP
ajbmeb-581	7	25	activating	activate	VERB
ajbmeb-581	7	26	monetary	monetary	ADJ
ajbmeb-581	7	27	policy	policy	NOUN
ajbmeb-581	7	28	in	in	ADP
ajbmeb-581	7	29	iraq	iraq	PROPN
ajbmeb-581	7	30	during	during	ADP
ajbmeb-581	7	31	the	the	DET
ajbmeb-581	7	32	period	period	NOUN
ajbmeb-581	7	33	(	(	PUNCT
ajbmeb-581	7	34	2005	2005	NUM
ajbmeb-581	7	35	-	-	SYM
ajbmeb-581	7	36	2020	2020	NUM
ajbmeb-581	7	37	)	)	PUNCT
ajbmeb-581	7	38	2	2	NUM
ajbmeb-581	7	39	-	-	PUNCT
ajbmeb-581	7	40	there	there	PRON
ajbmeb-581	7	41	is	be	VERB
ajbmeb-581	7	42	a	a	DET
ajbmeb-581	7	43	strong	strong	ADJ
ajbmeb-581	7	44	correlation	correlation	NOUN
ajbmeb-581	7	45	between	between	ADP
ajbmeb-581	7	46	the	the	DET
ajbmeb-581	7	47	independent	independent	ADJ
ajbmeb-581	7	48	monetary	monetary	ADJ
ajbmeb-581	7	49	variables	variable	NOUN
ajbmeb-581	7	50	represented	represent	VERB
ajbmeb-581	7	51	by	by	ADP
ajbmeb-581	7	52	bank	bank	NOUN
ajbmeb-581	7	53	deposits	deposit	NOUN
ajbmeb-581	7	54	and	and	CCONJ
ajbmeb-581	7	55	cash	cash	NOUN
ajbmeb-581	7	56	credit	credit	NOUN
ajbmeb-581	7	57	,	,	PUNCT
ajbmeb-581	7	58	and	and	CCONJ
ajbmeb-581	7	59	the	the	DET
ajbmeb-581	7	60	dependent	dependent	ADJ
ajbmeb-581	7	61	variable	variable	NOUN
ajbmeb-581	7	62	represented	represent	VERB
ajbmeb-581	7	63	by	by	ADP
ajbmeb-581	7	64	the	the	DET
ajbmeb-581	7	65	gross	gross	ADJ
ajbmeb-581	7	66	domestic	domestic	ADJ
ajbmeb-581	7	67	product	product	NOUN
ajbmeb-581	7	68	in	in	ADP
ajbmeb-581	7	69	iraq	iraq	PROPN
ajbmeb-581	7	70	.	.	PUNCT
ajbmeb-581	8	1	search	search	NOUN
ajbmeb-581	8	2	goal	goal	NOUN
ajbmeb-581	8	3	:	:	PUNCT
ajbmeb-581	8	4	1	1	NUM
ajbmeb-581	8	5	-	-	PUNCT
ajbmeb-581	8	6	analysis	analysis	NOUN
ajbmeb-581	8	7	of	of	ADP
ajbmeb-581	8	8	cash	cash	NOUN
ajbmeb-581	8	9	credit	credit	NOUN
ajbmeb-581	8	10	and	and	CCONJ
ajbmeb-581	8	11	bank	bank	NOUN
ajbmeb-581	8	12	deposits	deposit	NOUN
ajbmeb-581	8	13	in	in	ADP
ajbmeb-581	8	14	the	the	DET
ajbmeb-581	8	15	iraqi	iraqi	ADJ
ajbmeb-581	8	16	economy	economy	NOUN
ajbmeb-581	8	17	during	during	ADP
ajbmeb-581	8	18	the	the	DET
ajbmeb-581	8	19	period	period	NOUN
ajbmeb-581	8	20	(	(	PUNCT
ajbmeb-581	8	21	2005	2005	NUM
ajbmeb-581	8	22	-	-	SYM
ajbmeb-581	8	23	2020	2020	NUM
ajbmeb-581	8	24	)	)	PUNCT
ajbmeb-581	8	25	2	2	NUM
ajbmeb-581	8	26	-	-	PUNCT
ajbmeb-581	8	27	analyzing	analyze	VERB
ajbmeb-581	8	28	the	the	DET
ajbmeb-581	8	29	impact	impact	NOUN
ajbmeb-581	8	30	of	of	ADP
ajbmeb-581	8	31	monetary	monetary	ADJ
ajbmeb-581	8	32	policy	policy	NOUN
ajbmeb-581	8	33	on	on	ADP
ajbmeb-581	8	34	the	the	DET
ajbmeb-581	8	35	gross	gross	ADJ
ajbmeb-581	8	36	domestic	domestic	ADJ
ajbmeb-581	8	37	product	product	NOUN
ajbmeb-581	8	38	in	in	ADP
ajbmeb-581	8	39	iraq	iraq	PROPN
ajbmeb-581	8	40	.	.	PUNCT
ajbmeb-581	9	1	3	3	X
ajbmeb-581	9	2	-	-	PUNCT
ajbmeb-581	9	3	knowing	know	VERB
ajbmeb-581	9	4	the	the	DET
ajbmeb-581	9	5	impact	impact	NOUN
ajbmeb-581	9	6	of	of	ADP
ajbmeb-581	9	7	monetary	monetary	ADJ
ajbmeb-581	9	8	variables	variable	NOUN
ajbmeb-581	9	9	that	that	PRON
ajbmeb-581	9	10	were	be	AUX
ajbmeb-581	9	11	not	not	PART
ajbmeb-581	9	12	included	include	VERB
ajbmeb-581	9	13	in	in	ADP
ajbmeb-581	9	14	the	the	DET
ajbmeb-581	9	15	model	model	NOUN
ajbmeb-581	9	16	by	by	ADP
ajbmeb-581	9	17	knowing	know	VERB
ajbmeb-581	9	18	the	the	DET
ajbmeb-581	9	19	impact	impact	NOUN
ajbmeb-581	9	20	of	of	ADP
ajbmeb-581	9	21	the	the	DET
ajbmeb-581	9	22	variables	variable	NOUN
ajbmeb-581	9	23	that	that	SCONJ
ajbmeb-581	9	24	the	the	DET
ajbmeb-581	9	25	model	model	NOUN
ajbmeb-581	9	26	includes	include	VERB
ajbmeb-581	9	27	.	.	PUNCT
ajbmeb-581	10	1	research	research	NOUN
ajbmeb-581	10	2	problem	problem	NOUN
ajbmeb-581	10	3	:	:	PUNCT
ajbmeb-581	10	4	despite	despite	SCONJ
ajbmeb-581	10	5	the	the	DET
ajbmeb-581	10	6	presence	presence	NOUN
ajbmeb-581	10	7	of	of	ADP
ajbmeb-581	10	8	financial	financial	ADJ
ajbmeb-581	10	9	abundance	abundance	NOUN
ajbmeb-581	10	10	in	in	ADP
ajbmeb-581	10	11	the	the	DET
ajbmeb-581	10	12	banking	banking	NOUN
ajbmeb-581	10	13	system	system	NOUN
ajbmeb-581	10	14	,	,	PUNCT
ajbmeb-581	10	15	it	it	PRON
ajbmeb-581	10	16	did	do	AUX
ajbmeb-581	10	17	not	not	PART
ajbmeb-581	10	18	play	play	VERB
ajbmeb-581	10	19	the	the	DET
ajbmeb-581	10	20	role	role	NOUN
ajbmeb-581	10	21	of	of	ADP
ajbmeb-581	10	22	commodity	commodity	NOUN
ajbmeb-581	10	23	sectors	sector	NOUN
ajbmeb-581	10	24	in	in	ADP
ajbmeb-581	10	25	economic	economic	ADJ
ajbmeb-581	10	26	activity	activity	NOUN
ajbmeb-581	10	27	,	,	PUNCT
ajbmeb-581	10	28	due	due	ADP
ajbmeb-581	10	29	to	to	ADP
ajbmeb-581	10	30	the	the	DET
ajbmeb-581	10	31	ineffectiveness	ineffectiveness	NOUN
ajbmeb-581	10	32	of	of	ADP
ajbmeb-581	10	33	monetary	monetary	ADJ
ajbmeb-581	10	34	policy	policy	NOUN
ajbmeb-581	10	35	and	and	CCONJ
ajbmeb-581	10	36	its	its	PRON
ajbmeb-581	10	37	lack	lack	NOUN
ajbmeb-581	10	38	of	of	ADP
ajbmeb-581	10	39	ability	ability	NOUN
ajbmeb-581	10	40	to	to	PART
ajbmeb-581	10	41	interact	interact	VERB
ajbmeb-581	10	42	with	with	ADP
ajbmeb-581	10	43	fiscal	fiscal	ADJ
ajbmeb-581	10	44	policy	policy	NOUN
ajbmeb-581	10	45	during	during	ADP
ajbmeb-581	10	46	the	the	DET
ajbmeb-581	10	47	period	period	NOUN
ajbmeb-581	10	48	(	(	PUNCT
ajbmeb-581	10	49	2005	2005	NUM
ajbmeb-581	10	50	-	-	SYM
ajbmeb-581	10	51	2020	2020	NUM
ajbmeb-581	10	52	)	)	PUNCT
ajbmeb-581	10	53	first	first	ADV
ajbmeb-581	10	54	:	:	PUNCT
ajbmeb-581	10	55	standard	standard	ADJ
ajbmeb-581	10	56	model	model	NOUN
ajbmeb-581	10	57	description	description	NOUN
ajbmeb-581	10	58	standard	standard	ADJ
ajbmeb-581	10	59	statistical	statistical	ADJ
ajbmeb-581	10	60	tests	test	NOUN
ajbmeb-581	10	61	,	,	PUNCT
ajbmeb-581	10	62	like	like	ADP
ajbmeb-581	10	63	other	other	ADJ
ajbmeb-581	10	64	sciences	science	NOUN
ajbmeb-581	10	65	,	,	PUNCT
ajbmeb-581	10	66	are	be	AUX
ajbmeb-581	10	67	based	base	VERB
ajbmeb-581	10	68	on	on	ADP
ajbmeb-581	10	69	a	a	DET
ajbmeb-581	10	70	logical	logical	ADJ
ajbmeb-581	10	71	sequence	sequence	NOUN
ajbmeb-581	10	72	in	in	ADP
ajbmeb-581	10	73	testing	testing	NOUN
ajbmeb-581	10	74	and	and	CCONJ
ajbmeb-581	10	75	analysis	analysis	NOUN
ajbmeb-581	10	76	,	,	PUNCT
ajbmeb-581	10	77	as	as	SCONJ
ajbmeb-581	10	78	any	any	DET
ajbmeb-581	10	79	standard	standard	ADJ
ajbmeb-581	10	80	study	study	NOUN
ajbmeb-581	10	81	goes	go	VERB
ajbmeb-581	10	82	through	through	ADP
ajbmeb-581	10	83	four	four	NUM
ajbmeb-581	10	84	stages	stage	NOUN
ajbmeb-581	10	85	as	as	SCONJ
ajbmeb-581	10	86	follows	follow	VERB
ajbmeb-581	10	87	.	.	PUNCT
ajbmeb-581	11	1	(	(	PUNCT
ajbmeb-581	11	2	abdel	abdel	NOUN
ajbmeb-581	11	3	-	-	PUNCT
ajbmeb-581	11	4	qader	qader	NOUN
ajbmeb-581	11	5	:	:	PUNCT
ajbmeb-581	11	6	2004	2004	NUM
ajbmeb-581	11	7	,	,	PUNCT
ajbmeb-581	11	8	16	16	NUM
ajbmeb-581	11	9	)	)	PUNCT
ajbmeb-581	11	10	the	the	DET
ajbmeb-581	11	11	first	first	ADJ
ajbmeb-581	11	12	stage	stage	NOUN
ajbmeb-581	11	13	:	:	PUNCT
ajbmeb-581	11	14	dealing	deal	VERB
ajbmeb-581	11	15	with	with	ADP
ajbmeb-581	11	16	and	and	CCONJ
ajbmeb-581	11	17	setting	set	VERB
ajbmeb-581	11	18	statistical	statistical	ADJ
ajbmeb-581	11	19	hypotheses	hypothesis	NOUN
ajbmeb-581	11	20	and	and	CCONJ
ajbmeb-581	11	21	choosing	choose	VERB
ajbmeb-581	11	22	the	the	DET
ajbmeb-581	11	23	appropriate	appropriate	ADJ
ajbmeb-581	11	24	model	model	NOUN
ajbmeb-581	11	25	for	for	ADP
ajbmeb-581	11	26	it	it	PRON
ajbmeb-581	11	27	the	the	DET
ajbmeb-581	11	28	second	second	ADJ
ajbmeb-581	11	29	stage	stage	NOUN
ajbmeb-581	11	30	:	:	PUNCT
ajbmeb-581	11	31	it	it	PRON
ajbmeb-581	11	32	is	be	AUX
ajbmeb-581	11	33	concerned	concern	VERB
ajbmeb-581	11	34	with	with	ADP
ajbmeb-581	11	35	the	the	DET
ajbmeb-581	11	36	estimation	estimation	NOUN
ajbmeb-581	11	37	process	process	NOUN
ajbmeb-581	11	38	and	and	CCONJ
ajbmeb-581	11	39	the	the	DET
ajbmeb-581	11	40	use	use	NOUN
ajbmeb-581	11	41	of	of	ADP
ajbmeb-581	11	42	appropriate	appropriate	ADJ
ajbmeb-581	11	43	statistical	statistical	ADJ
ajbmeb-581	11	44	tests	test	NOUN
ajbmeb-581	11	45	after	after	ADP
ajbmeb-581	11	46	estimating	estimate	VERB
ajbmeb-581	11	47	the	the	DET
ajbmeb-581	11	48	model	model	NOUN
ajbmeb-581	11	49	parameters	parameter	NOUN
ajbmeb-581	11	50	,	,	PUNCT
ajbmeb-581	11	51	whether	whether	SCONJ
ajbmeb-581	11	52	it	it	PRON
ajbmeb-581	11	53	is	be	AUX
ajbmeb-581	11	54	simple	simple	ADJ
ajbmeb-581	11	55	or	or	CCONJ
ajbmeb-581	11	56	multiple	multiple	NOUN
ajbmeb-581	11	57	.	.	PUNCT
ajbmeb-581	12	1	the	the	DET
ajbmeb-581	12	2	third	third	ADJ
ajbmeb-581	12	3	stage	stage	NOUN
ajbmeb-581	12	4	:	:	PUNCT
ajbmeb-581	12	5	evaluating	evaluate	VERB
ajbmeb-581	12	6	the	the	DET
ajbmeb-581	12	7	estimation	estimation	NOUN
ajbmeb-581	12	8	process	process	NOUN
ajbmeb-581	12	9	of	of	ADP
ajbmeb-581	12	10	the	the	DET
ajbmeb-581	12	11	model	model	NOUN
ajbmeb-581	12	12	the	the	DET
ajbmeb-581	12	13	fourth	fourth	ADJ
ajbmeb-581	12	14	stage	stage	NOUN
ajbmeb-581	12	15	:	:	PUNCT
ajbmeb-581	12	16	predicting	predict	VERB
ajbmeb-581	12	17	the	the	DET
ajbmeb-581	12	18	future	future	NOUN
ajbmeb-581	12	19	of	of	ADP
ajbmeb-581	12	20	the	the	DET
ajbmeb-581	12	21	phenomenon	phenomenon	NOUN
ajbmeb-581	12	22	under	under	ADP
ajbmeb-581	12	23	study	study	PROPN
ajbmeb-581	12	24	american	american	PROPN
ajbmeb-581	12	25	journal	journal	PROPN
ajbmeb-581	12	26	of	of	ADP
ajbmeb-581	12	27	business	business	NOUN
ajbmeb-581	12	28	management	management	NOUN
ajbmeb-581	12	29	,	,	PUNCT
ajbmeb-581	12	30	economics	economic	NOUN
ajbmeb-581	12	31	and	and	CCONJ
ajbmeb-581	12	32	banking	banking	NOUN
ajbmeb-581	12	33	volume	volume	NOUN
ajbmeb-581	12	34	11	11	NUM
ajbmeb-581	12	35	april	april	PROPN
ajbmeb-581	12	36	,	,	PUNCT
ajbmeb-581	12	37	2023	2023	NUM
ajbmeb-581	12	38	p	p	NOUN
ajbmeb-581	12	39	a	a	PRON
ajbmeb-581	12	40	g	g	NOUN
ajbmeb-581	12	41	e	e	NOUN
ajbmeb-581	12	42	|	|	ADV
ajbmeb-581	12	43	18	18	NUM
ajbmeb-581	12	44	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	12	45	1	1	NUM
ajbmeb-581	12	46	-	-	NUM
ajbmeb-581	12	47	the	the	DET
ajbmeb-581	12	48	model	model	NOUN
ajbmeb-581	12	49	variables	variable	VERB
ajbmeb-581	12	50	:	:	PUNCT
ajbmeb-581	12	51	the	the	DET
ajbmeb-581	12	52	statistical	statistical	ADJ
ajbmeb-581	12	53	study	study	NOUN
ajbmeb-581	12	54	in	in	ADP
ajbmeb-581	12	55	the	the	DET
ajbmeb-581	12	56	analysis	analysis	NOUN
ajbmeb-581	12	57	depends	depend	VERB
ajbmeb-581	12	58	on	on	ADP
ajbmeb-581	12	59	a	a	DET
ajbmeb-581	12	60	successive	successive	ADJ
ajbmeb-581	12	61	set	set	NOUN
ajbmeb-581	12	62	of	of	ADP
ajbmeb-581	12	63	steps	step	NOUN
ajbmeb-581	12	64	,	,	PUNCT
ajbmeb-581	12	65	where	where	SCONJ
ajbmeb-581	12	66	each	each	DET
ajbmeb-581	12	67	step	step	NOUN
ajbmeb-581	12	68	is	be	AUX
ajbmeb-581	12	69	based	base	VERB
ajbmeb-581	12	70	on	on	ADP
ajbmeb-581	12	71	the	the	DET
ajbmeb-581	12	72	previous	previous	ADJ
ajbmeb-581	12	73	one	one	NUM
ajbmeb-581	12	74	,	,	PUNCT
ajbmeb-581	12	75	and	and	CCONJ
ajbmeb-581	12	76	because	because	SCONJ
ajbmeb-581	12	77	statistics	statistic	NOUN
ajbmeb-581	12	78	is	be	AUX
ajbmeb-581	12	79	a	a	DET
ajbmeb-581	12	80	tool	tool	NOUN
ajbmeb-581	12	81	for	for	ADP
ajbmeb-581	12	82	analyzing	analyze	VERB
ajbmeb-581	12	83	theory	theory	NOUN
ajbmeb-581	12	84	,	,	PUNCT
ajbmeb-581	12	85	in	in	ADP
ajbmeb-581	12	86	addition	addition	NOUN
ajbmeb-581	12	87	to	to	ADP
ajbmeb-581	12	88	that	that	SCONJ
ajbmeb-581	12	89	the	the	DET
ajbmeb-581	12	90	theory	theory	NOUN
ajbmeb-581	12	91	sets	set	VERB
ajbmeb-581	12	92	hypotheses	hypothesis	NOUN
ajbmeb-581	12	93	that	that	PRON
ajbmeb-581	12	94	explain	explain	VERB
ajbmeb-581	12	95	the	the	DET
ajbmeb-581	12	96	behavior	behavior	NOUN
ajbmeb-581	12	97	of	of	ADP
ajbmeb-581	12	98	the	the	DET
ajbmeb-581	12	99	variables	variable	NOUN
ajbmeb-581	12	100	to	to	PART
ajbmeb-581	12	101	be	be	AUX
ajbmeb-581	12	102	studied	study	VERB
ajbmeb-581	12	103	,	,	PUNCT
ajbmeb-581	12	104	testing	testing	NOUN
ajbmeb-581	12	105	time	time	NOUN
ajbmeb-581	12	106	series	series	NOUN
ajbmeb-581	12	107	through	through	ADP
ajbmeb-581	12	108	statistical	statistical	ADJ
ajbmeb-581	12	109	laws	law	NOUN
ajbmeb-581	12	110	and	and	CCONJ
ajbmeb-581	12	111	theories	theory	NOUN
ajbmeb-581	12	112	and	and	CCONJ
ajbmeb-581	12	113	making	make	VERB
ajbmeb-581	12	114	appropriate	appropriate	ADJ
ajbmeb-581	12	115	decisions	decision	NOUN
ajbmeb-581	12	116	to	to	PART
ajbmeb-581	12	117	address	address	VERB
ajbmeb-581	12	118	economic	economic	ADJ
ajbmeb-581	12	119	problems	problem	NOUN
ajbmeb-581	12	120	.	.	PUNCT
ajbmeb-581	13	1	(	(	PUNCT
ajbmeb-581	13	2	ibrahim	ibrahim	PROPN
ajbmeb-581	13	3	&	&	CCONJ
ajbmeb-581	13	4	others	other	NOUN
ajbmeb-581	13	5	:	:	PUNCT
ajbmeb-581	13	6	2002	2002	NUM
ajbmeb-581	13	7	,	,	PUNCT
ajbmeb-581	13	8	18	18	NUM
ajbmeb-581	13	9	)	)	PUNCT
ajbmeb-581	13	10	the	the	DET
ajbmeb-581	13	11	description	description	NOUN
ajbmeb-581	13	12	and	and	CCONJ
ajbmeb-581	13	13	formulation	formulation	NOUN
ajbmeb-581	13	14	of	of	ADP
ajbmeb-581	13	15	hypotheses	hypothesis	NOUN
ajbmeb-581	13	16	in	in	ADP
ajbmeb-581	13	17	a	a	DET
ajbmeb-581	13	18	standard	standard	ADJ
ajbmeb-581	13	19	statistical	statistical	ADJ
ajbmeb-581	13	20	manner	manner	NOUN
ajbmeb-581	13	21	is	be	AUX
ajbmeb-581	13	22	the	the	DET
ajbmeb-581	13	23	process	process	NOUN
ajbmeb-581	13	24	of	of	ADP
ajbmeb-581	13	25	linking	link	VERB
ajbmeb-581	13	26	the	the	DET
ajbmeb-581	13	27	studied	studied	ADJ
ajbmeb-581	13	28	problem	problem	NOUN
ajbmeb-581	13	29	through	through	ADP
ajbmeb-581	13	30	its	its	PRON
ajbmeb-581	13	31	variables	variable	NOUN
ajbmeb-581	13	32	that	that	PRON
ajbmeb-581	13	33	affect	affect	VERB
ajbmeb-581	13	34	it	it	PRON
ajbmeb-581	13	35	,	,	PUNCT
ajbmeb-581	13	36	depending	depend	VERB
ajbmeb-581	13	37	on	on	ADP
ajbmeb-581	13	38	theoretical	theoretical	ADJ
ajbmeb-581	13	39	hypotheses	hypothesis	NOUN
ajbmeb-581	13	40	,	,	PUNCT
ajbmeb-581	13	41	and	and	CCONJ
ajbmeb-581	13	42	for	for	ADP
ajbmeb-581	13	43	this	this	DET
ajbmeb-581	13	44	reason	reason	NOUN
ajbmeb-581	13	45	the	the	DET
ajbmeb-581	13	46	description	description	NOUN
ajbmeb-581	13	47	will	will	AUX
ajbmeb-581	13	48	be	be	AUX
ajbmeb-581	13	49	as	as	SCONJ
ajbmeb-581	13	50	follows	follow	VERB
ajbmeb-581	13	51	.	.	PUNCT
ajbmeb-581	14	1	(	(	PUNCT
ajbmeb-581	14	2	ali	ali	PROPN
ajbmeb-581	14	3	:	:	PUNCT
ajbmeb-581	14	4	2011	2011	NUM
ajbmeb-581	14	5	,	,	PUNCT
ajbmeb-581	14	6	10	10	NUM
ajbmeb-581	14	7	)	)	PUNCT
ajbmeb-581	14	8	a	a	DET
ajbmeb-581	14	9	-	-	PUNCT
ajbmeb-581	14	10	the	the	DET
ajbmeb-581	14	11	dependent	dependent	ADJ
ajbmeb-581	14	12	variable	variable	NOUN
ajbmeb-581	14	13	:	:	PUNCT
ajbmeb-581	14	14	gross	gross	ADJ
ajbmeb-581	14	15	domestic	domestic	ADJ
ajbmeb-581	14	16	product	product	NOUN
ajbmeb-581	14	17	(	(	PUNCT
ajbmeb-581	14	18	gdp	gdp	NOUN
ajbmeb-581	14	19	)	)	PUNCT
ajbmeb-581	14	20	,	,	PUNCT
ajbmeb-581	14	21	and	and	CCONJ
ajbmeb-581	14	22	the	the	DET
ajbmeb-581	14	23	annual	annual	ADJ
ajbmeb-581	14	24	data	datum	NOUN
ajbmeb-581	14	25	was	be	AUX
ajbmeb-581	14	26	obtained	obtain	VERB
ajbmeb-581	14	27	through	through	ADP
ajbmeb-581	14	28	the	the	DET
ajbmeb-581	14	29	annual	annual	ADJ
ajbmeb-581	14	30	statistical	statistical	ADJ
ajbmeb-581	14	31	bulletins	bulletin	NOUN
ajbmeb-581	14	32	issued	issue	VERB
ajbmeb-581	14	33	by	by	ADP
ajbmeb-581	14	34	the	the	DET
ajbmeb-581	14	35	ministry	ministry	PROPN
ajbmeb-581	14	36	of	of	ADP
ajbmeb-581	14	37	planning	planning	NOUN
ajbmeb-581	14	38	.	.	PUNCT
ajbmeb-581	15	1	b	b	X
ajbmeb-581	15	2	-	-	PUNCT
ajbmeb-581	15	3	independent	independent	ADJ
ajbmeb-581	15	4	variables	variable	NOUN
ajbmeb-581	15	5	:	:	PUNCT
ajbmeb-581	15	6	bank	bank	NOUN
ajbmeb-581	15	7	depositi	depositi	NOUN
ajbmeb-581	15	8	(	(	PUNCT
ajbmeb-581	15	9	bd	bd	PROPN
ajbmeb-581	15	10	)	)	PUNCT
ajbmeb-581	15	11	,	,	PUNCT
ajbmeb-581	15	12	which	which	PRON
ajbmeb-581	15	13	shows	show	VERB
ajbmeb-581	15	14	the	the	DET
ajbmeb-581	15	15	role	role	NOUN
ajbmeb-581	15	16	and	and	CCONJ
ajbmeb-581	15	17	effectiveness	effectiveness	NOUN
ajbmeb-581	15	18	of	of	ADP
ajbmeb-581	15	19	monetary	monetary	ADJ
ajbmeb-581	15	20	policy	policy	NOUN
ajbmeb-581	15	21	in	in	ADP
ajbmeb-581	15	22	affecting	affect	VERB
ajbmeb-581	15	23	gdp	gdp	NOUN
ajbmeb-581	15	24	,	,	PUNCT
ajbmeb-581	15	25	while	while	SCONJ
ajbmeb-581	15	26	the	the	DET
ajbmeb-581	15	27	other	other	ADJ
ajbmeb-581	15	28	independent	independent	ADJ
ajbmeb-581	15	29	variable	variable	NOUN
ajbmeb-581	15	30	that	that	PRON
ajbmeb-581	15	31	is	be	AUX
ajbmeb-581	15	32	expected	expect	VERB
ajbmeb-581	15	33	to	to	PART
ajbmeb-581	15	34	affect	affect	VERB
ajbmeb-581	15	35	gdp	gdp	NOUN
ajbmeb-581	15	36	is	be	AUX
ajbmeb-581	15	37	cash	cash	NOUN
ajbmeb-581	15	38	credit	credit	NOUN
ajbmeb-581	15	39	(	(	PUNCT
ajbmeb-581	15	40	cc	cc	NOUN
ajbmeb-581	15	41	)	)	PUNCT
ajbmeb-581	15	42	.	.	PUNCT
ajbmeb-581	16	1	the	the	DET
ajbmeb-581	16	2	mathematical	mathematical	ADJ
ajbmeb-581	16	3	formulation	formulation	NOUN
ajbmeb-581	16	4	of	of	ADP
ajbmeb-581	16	5	the	the	DET
ajbmeb-581	16	6	model	model	NOUN
ajbmeb-581	16	7	is	be	AUX
ajbmeb-581	16	8	in	in	ADP
ajbmeb-581	16	9	the	the	DET
ajbmeb-581	16	10	form	form	NOUN
ajbmeb-581	16	11	of	of	ADP
ajbmeb-581	16	12	a	a	DET
ajbmeb-581	16	13	mathematical	mathematical	ADJ
ajbmeb-581	16	14	equation	equation	NOUN
ajbmeb-581	16	15	,	,	PUNCT
ajbmeb-581	16	16	as	as	ADP
ajbmeb-581	16	17	in	in	ADP
ajbmeb-581	16	18	equation	equation	NOUN
ajbmeb-581	16	19	(	(	PUNCT
ajbmeb-581	16	20	1	1	NUM
ajbmeb-581	16	21	)	)	PUNCT
ajbmeb-581	16	22	,	,	PUNCT
ajbmeb-581	16	23	that	that	SCONJ
ajbmeb-581	16	24	this	this	DET
ajbmeb-581	16	25	relationship	relationship	NOUN
ajbmeb-581	16	26	has	have	VERB
ajbmeb-581	16	27	an	an	DET
ajbmeb-581	16	28	exact	exact	ADJ
ajbmeb-581	16	29	form	form	NOUN
ajbmeb-581	16	30	and	and	CCONJ
ajbmeb-581	16	31	is	be	AUX
ajbmeb-581	16	32	devoid	devoid	ADJ
ajbmeb-581	16	33	of	of	ADP
ajbmeb-581	16	34	a	a	DET
ajbmeb-581	16	35	random	random	ADJ
ajbmeb-581	16	36	variable.(wallis	variable.(walli	NOUN
ajbmeb-581	16	37	:	:	PUNCT
ajbmeb-581	16	38	2001	2001	NUM
ajbmeb-581	16	39	,	,	PUNCT
ajbmeb-581	16	40	71	71	NUM
ajbmeb-581	16	41	)	)	PUNCT
ajbmeb-581	17	1	𝑮𝑫𝑷𝒕	𝑮𝑫𝑷𝒕	NOUN
ajbmeb-581	17	2	=	=	SYM
ajbmeb-581	17	3	𝒇	𝒇	X
ajbmeb-581	17	4	(	(	PUNCT
ajbmeb-581	17	5	𝑪𝑪𝒕	𝑪𝑪𝒕	NOUN
ajbmeb-581	17	6	,	,	PUNCT
ajbmeb-581	17	7	𝑩𝑫𝒕	𝑩𝑫𝒕	NOUN
ajbmeb-581	17	8	)	)	PUNCT
ajbmeb-581	17	9	…	…	PUNCT
ajbmeb-581	17	10	…	…	PUNCT
ajbmeb-581	17	11	…	…	PUNCT
ajbmeb-581	17	12	…	…	PUNCT
ajbmeb-581	17	13	…	…	PUNCT
ajbmeb-581	17	14	…	…	PUNCT
ajbmeb-581	17	15	…	…	PUNCT
ajbmeb-581	17	16	.	.	PUNCT
ajbmeb-581	17	17	.	.	PUNCT
ajbmeb-581	18	1	…	…	PUNCT
ajbmeb-581	18	2	.	.	PUNCT
ajbmeb-581	19	1	…	…	PUNCT
ajbmeb-581	19	2	…	…	PUNCT
ajbmeb-581	19	3	(	(	PUNCT
ajbmeb-581	19	4	𝟏	𝟏	X
ajbmeb-581	19	5	)	)	PUNCT
ajbmeb-581	19	6	and	and	CCONJ
ajbmeb-581	19	7	after	after	ADP
ajbmeb-581	19	8	adding	add	VERB
ajbmeb-581	19	9	the	the	DET
ajbmeb-581	19	10	random	random	ADJ
ajbmeb-581	19	11	variable	variable	NOUN
ajbmeb-581	19	12	for	for	ADP
ajbmeb-581	19	13	the	the	DET
ajbmeb-581	19	14	purpose	purpose	NOUN
ajbmeb-581	19	15	of	of	ADP
ajbmeb-581	19	16	measuring	measure	VERB
ajbmeb-581	19	17	it	it	PRON
ajbmeb-581	19	18	as	as	ADP
ajbmeb-581	19	19	in	in	ADP
ajbmeb-581	19	20	equation	equation	NOUN
ajbmeb-581	19	21	(	(	PUNCT
ajbmeb-581	19	22	2	2	NUM
ajbmeb-581	19	23	)	)	PUNCT
ajbmeb-581	20	1	𝑮𝑫𝑷𝒕	𝑮𝑫𝑷𝒕	NOUN
ajbmeb-581	20	2	=	=	NOUN
ajbmeb-581	20	3	𝑩𝟎	𝑩𝟎	NOUN
ajbmeb-581	20	4	+	+	CCONJ
ajbmeb-581	20	5	𝑩𝟏𝑪𝑪𝟏	𝑩𝟏𝑪𝑪𝟏	PROPN
ajbmeb-581	20	6	+	+	CCONJ
ajbmeb-581	20	7	𝑩𝟐𝑩𝑫𝟐	𝑩𝟐𝑩𝑫𝟐	PROPN
ajbmeb-581	20	8	+	+	CCONJ
ajbmeb-581	20	9	𝜺𝒕	𝜺𝒕	NOUN
ajbmeb-581	20	10	…	…	PUNCT
ajbmeb-581	20	11	…	…	PUNCT
ajbmeb-581	20	12	.	.	PUNCT
ajbmeb-581	20	13	.	.	PUNCT
ajbmeb-581	21	1	…	…	PUNCT
ajbmeb-581	21	2	…	…	PUNCT
ajbmeb-581	21	3	.	.	PUNCT
ajbmeb-581	22	1	(	(	PUNCT
ajbmeb-581	22	2	𝟐	𝟐	X
ajbmeb-581	22	3	)	)	PUNCT
ajbmeb-581	22	4	for	for	ADP
ajbmeb-581	22	5	the	the	DET
ajbmeb-581	22	6	purpose	purpose	NOUN
ajbmeb-581	22	7	of	of	ADP
ajbmeb-581	22	8	obtaining	obtain	VERB
ajbmeb-581	22	9	standard	standard	ADJ
ajbmeb-581	22	10	statistical	statistical	ADJ
ajbmeb-581	22	11	tests	test	NOUN
ajbmeb-581	22	12	that	that	PRON
ajbmeb-581	22	13	reflect	reflect	VERB
ajbmeb-581	22	14	the	the	DET
ajbmeb-581	22	15	impact	impact	NOUN
ajbmeb-581	22	16	of	of	ADP
ajbmeb-581	22	17	variables	variable	NOUN
ajbmeb-581	22	18	on	on	ADP
ajbmeb-581	22	19	economic	economic	ADJ
ajbmeb-581	22	20	activity	activity	NOUN
ajbmeb-581	22	21	and	and	CCONJ
ajbmeb-581	22	22	the	the	DET
ajbmeb-581	22	23	role	role	NOUN
ajbmeb-581	22	24	of	of	ADP
ajbmeb-581	22	25	monetary	monetary	ADJ
ajbmeb-581	22	26	policy	policy	NOUN
ajbmeb-581	22	27	in	in	ADP
ajbmeb-581	22	28	iraq	iraq	PROPN
ajbmeb-581	22	29	,	,	PUNCT
ajbmeb-581	22	30	the	the	DET
ajbmeb-581	22	31	researchers	researcher	NOUN
ajbmeb-581	22	32	used	use	VERB
ajbmeb-581	22	33	a	a	DET
ajbmeb-581	22	34	time	time	NOUN
ajbmeb-581	22	35	series	series	NOUN
ajbmeb-581	22	36	of	of	ADP
ajbmeb-581	22	37	(	(	PUNCT
ajbmeb-581	22	38	17	17	NUM
ajbmeb-581	22	39	)	)	PUNCT
ajbmeb-581	22	40	observations	observation	NOUN
ajbmeb-581	22	41	extending	extend	VERB
ajbmeb-581	22	42	up	up	ADP
ajbmeb-581	22	43	to	to	ADP
ajbmeb-581	22	44	the	the	DET
ajbmeb-581	22	45	year	year	NOUN
ajbmeb-581	22	46	(	(	PUNCT
ajbmeb-581	22	47	2020	2020	NUM
ajbmeb-581	22	48	)	)	PUNCT
ajbmeb-581	22	49	.	.	PUNCT
ajbmeb-581	23	1	table	table	NOUN
ajbmeb-581	23	2	(	(	PUNCT
ajbmeb-581	23	3	1	1	NUM
ajbmeb-581	23	4	):	):	PUNCT
ajbmeb-581	23	5	gross	gross	ADJ
ajbmeb-581	23	6	domestic	domestic	ADJ
ajbmeb-581	23	7	product	product	NOUN
ajbmeb-581	23	8	,	,	PUNCT
ajbmeb-581	23	9	cash	cash	NOUN
ajbmeb-581	23	10	credit	credit	NOUN
ajbmeb-581	23	11	,	,	PUNCT
ajbmeb-581	23	12	and	and	CCONJ
ajbmeb-581	23	13	bank	bank	NOUN
ajbmeb-581	23	14	deposits	deposit	NOUN
ajbmeb-581	23	15	in	in	ADP
ajbmeb-581	23	16	iraq	iraq	PROPN
ajbmeb-581	23	17	for	for	ADP
ajbmeb-581	23	18	the	the	DET
ajbmeb-581	23	19	period	period	NOUN
ajbmeb-581	23	20	(	(	PUNCT
ajbmeb-581	23	21	2005	2005	NUM
ajbmeb-581	23	22	-	-	SYM
ajbmeb-581	23	23	2020	2020	NUM
ajbmeb-581	23	24	)	)	PUNCT
ajbmeb-581	23	25	bd	bd	PROPN
ajbmeb-581	23	26	cc	cc	PROPN
ajbmeb-581	23	27	gdp	gdp	PROPN
ajbmeb-581	23	28	year	year	PROPN
ajbmeb-581	23	29	10769995	10769995	NUM
ajbmeb-581	23	30	1717450	1717450	NUM
ajbmeb-581	23	31	65798566.8	65798566.8	NUM
ajbmeb-581	23	32	2005	2005	NUM
ajbmeb-581	23	33	16928295	16928295	NUM
ajbmeb-581	23	34	2664898	2664898	NUM
ajbmeb-581	23	35	85431538.8	85431538.8	NUM
ajbmeb-581	23	36	2006	2006	NUM
ajbmeb-581	23	37	26188926	26188926	NUM
ajbmeb-581	23	38	3459020	3459020	NUM
ajbmeb-581	23	39	100100817	100100817	NUM
ajbmeb-581	23	40	2007	2007	NUM
ajbmeb-581	23	41	34524959	34524959	NUM
ajbmeb-581	23	42	4587454	4587454	NUM
ajbmeb-581	23	43	147641254	147641254	NUM
ajbmeb-581	23	44	2008	2008	NUM
ajbmeb-581	23	45	38582477	38582477	NUM
ajbmeb-581	23	46	5690062	5690062	NUM
ajbmeb-581	23	47	120429277	120429277	NUM
ajbmeb-581	23	48	2009	2009	NUM
ajbmeb-581	23	49	47947232	47947232	NUM
ajbmeb-581	23	50	11721535	11721535	NUM
ajbmeb-581	23	51	146453469	146453469	NUM
ajbmeb-581	23	52	2010	2010	NUM
ajbmeb-581	23	53	56150094	56150094	NUM
ajbmeb-581	23	54	20344076	20344076	NUM
ajbmeb-581	23	55	192237070	192237070	NUM
ajbmeb-581	23	56	2011	2011	NUM
ajbmeb-581	23	57	62005935	62005935	NUM
ajbmeb-581	23	58	28438688	28438688	NUM
ajbmeb-581	23	59	227221851	227221851	NUM
ajbmeb-581	23	60	2012	2012	NUM
ajbmeb-581	23	61	68855487	68855487	NUM
ajbmeb-581	23	62	29952012	29952012	NUM
ajbmeb-581	23	63	243518659	243518659	NUM
ajbmeb-581	23	64	2013	2013	NUM
ajbmeb-581	23	65	74073336	74073336	NUM
ajbmeb-581	23	66	34123067	34123067	NUM
ajbmeb-581	23	67	236708036	236708036	NUM
ajbmeb-581	23	68	2014	2014	NUM
ajbmeb-581	23	69	64344061	64344061	NUM
ajbmeb-581	23	70	36752680	36752680	NUM
ajbmeb-581	23	71	185550902	185550902	NUM
ajbmeb-581	23	72	2015	2015	NUM
ajbmeb-581	23	73	62398733	62398733	NUM
ajbmeb-581	23	74	37180123	37180123	NUM
ajbmeb-581	23	75	186397294	186397294	NUM
ajbmeb-581	23	76	2016	2016	NUM
ajbmeb-581	23	77	67048631	67048631	NUM
ajbmeb-581	23	78	37952829	37952829	NUM
ajbmeb-581	23	79	220905644	220905644	NUM
ajbmeb-581	23	80	2017	2017	NUM
ajbmeb-581	23	81	76893927	76893927	NUM
ajbmeb-581	23	82	38486947	38486947	NUM
ajbmeb-581	23	83	221765433	221765433	NUM
ajbmeb-581	23	84	2018	2018	NUM
ajbmeb-581	23	85	82106425	82106425	NUM
ajbmeb-581	23	86	42052511	42052511	NUM
ajbmeb-581	23	87	224654191	224654191	NUM
ajbmeb-581	23	88	2019	2019	NUM
ajbmeb-581	23	89	84924168	84924168	NUM
ajbmeb-581	23	90	49817737	49817737	NUM
ajbmeb-581	23	91	222441755.8	222441755.8	NUM
ajbmeb-581	23	92	2020	2020	NUM
ajbmeb-581	23	93	source	source	NOUN
ajbmeb-581	23	94	:	:	PUNCT
ajbmeb-581	23	95	american	american	PROPN
ajbmeb-581	23	96	journal	journal	PROPN
ajbmeb-581	23	97	of	of	ADP
ajbmeb-581	23	98	business	business	NOUN
ajbmeb-581	23	99	management	management	NOUN
ajbmeb-581	23	100	,	,	PUNCT
ajbmeb-581	23	101	economics	economic	NOUN
ajbmeb-581	23	102	and	and	CCONJ
ajbmeb-581	23	103	banking	banking	NOUN
ajbmeb-581	23	104	volume	volume	NOUN
ajbmeb-581	23	105	11	11	NUM
ajbmeb-581	23	106	april	april	PROPN
ajbmeb-581	23	107	,	,	PUNCT
ajbmeb-581	23	108	2023	2023	NUM
ajbmeb-581	23	109	p	p	NOUN
ajbmeb-581	23	110	a	a	DET
ajbmeb-581	23	111	g	g	NOUN
ajbmeb-581	23	112	e	e	NOUN
ajbmeb-581	23	113	|	|	ADV
ajbmeb-581	23	114	19	19	NUM
ajbmeb-581	23	115	www.americanjournal.org	www.americanjournal.org	ADJ
ajbmeb-581	23	116	1	1	NUM
ajbmeb-581	23	117	-	-	PUNCT
ajbmeb-581	23	118	ministry	ministry	NOUN
ajbmeb-581	23	119	of	of	ADP
ajbmeb-581	23	120	planning	planning	NOUN
ajbmeb-581	23	121	,	,	PUNCT
ajbmeb-581	23	122	central	central	ADJ
ajbmeb-581	23	123	agency	agency	NOUN
ajbmeb-581	23	124	for	for	ADP
ajbmeb-581	23	125	statistics	statistic	NOUN
ajbmeb-581	23	126	and	and	CCONJ
ajbmeb-581	23	127	information	information	NOUN
ajbmeb-581	23	128	technology	technology	NOUN
ajbmeb-581	23	129	,	,	PUNCT
ajbmeb-581	23	130	annual	annual	ADJ
ajbmeb-581	23	131	statistical	statistical	ADJ
ajbmeb-581	23	132	abstract	abstract	NOUN
ajbmeb-581	23	133	,	,	PUNCT
ajbmeb-581	23	134	national	national	ADJ
ajbmeb-581	23	135	accounts	account	NOUN
ajbmeb-581	23	136	,	,	PUNCT
ajbmeb-581	23	137	different	different	ADJ
ajbmeb-581	23	138	years	year	NOUN
ajbmeb-581	23	139	.	.	PUNCT
ajbmeb-581	24	1	2	2	NUM
ajbmeb-581	24	2	-	-	PUNCT
ajbmeb-581	24	3	ministry	ministry	NOUN
ajbmeb-581	24	4	of	of	ADP
ajbmeb-581	24	5	finance	finance	PROPN
ajbmeb-581	24	6	,	,	PUNCT
ajbmeb-581	24	7	annual	annual	ADJ
ajbmeb-581	24	8	bulletin	bulletin	NOUN
ajbmeb-581	24	9	,	,	PUNCT
ajbmeb-581	24	10	general	general	ADJ
ajbmeb-581	24	11	budget	budget	NOUN
ajbmeb-581	24	12	department	department	PROPN
ajbmeb-581	24	13	,	,	PUNCT
ajbmeb-581	24	14	various	various	ADJ
ajbmeb-581	24	15	years	year	NOUN
ajbmeb-581	24	16	second	second	ADV
ajbmeb-581	24	17	:	:	PUNCT
ajbmeb-581	24	18	testing	test	VERB
ajbmeb-581	24	19	the	the	DET
ajbmeb-581	24	20	stability	stability	NOUN
ajbmeb-581	24	21	of	of	ADP
ajbmeb-581	24	22	the	the	DET
ajbmeb-581	24	23	variables	variable	NOUN
ajbmeb-581	24	24	the	the	DET
ajbmeb-581	24	25	characteristic	characteristic	NOUN
ajbmeb-581	24	26	of	of	ADP
ajbmeb-581	24	27	stillness	stillness	NOUN
ajbmeb-581	24	28	and	and	CCONJ
ajbmeb-581	24	29	stability	stability	NOUN
ajbmeb-581	24	30	for	for	ADP
ajbmeb-581	24	31	each	each	DET
ajbmeb-581	24	32	variable	variable	NOUN
ajbmeb-581	24	33	is	be	AUX
ajbmeb-581	24	34	very	very	ADV
ajbmeb-581	24	35	important	important	ADJ
ajbmeb-581	24	36	,	,	PUNCT
ajbmeb-581	24	37	because	because	SCONJ
ajbmeb-581	24	38	it	it	PRON
ajbmeb-581	24	39	enables	enable	VERB
ajbmeb-581	24	40	the	the	DET
ajbmeb-581	24	41	researcher	researcher	NOUN
ajbmeb-581	24	42	to	to	PART
ajbmeb-581	24	43	detect	detect	VERB
ajbmeb-581	24	44	false	false	ADJ
ajbmeb-581	24	45	regression	regression	NOUN
ajbmeb-581	24	46	,	,	PUNCT
ajbmeb-581	24	47	and	and	CCONJ
ajbmeb-581	24	48	in	in	ADP
ajbmeb-581	24	49	order	order	NOUN
ajbmeb-581	24	50	to	to	PART
ajbmeb-581	24	51	avoid	avoid	VERB
ajbmeb-581	24	52	false	false	ADJ
ajbmeb-581	24	53	regression	regression	NOUN
ajbmeb-581	24	54	,	,	PUNCT
ajbmeb-581	24	55	one	one	PRON
ajbmeb-581	24	56	must	must	AUX
ajbmeb-581	24	57	rely	rely	VERB
ajbmeb-581	24	58	on	on	ADP
ajbmeb-581	24	59	tests	test	NOUN
ajbmeb-581	24	60	prepared	prepare	VERB
ajbmeb-581	24	61	for	for	ADP
ajbmeb-581	24	62	that	that	PRON
ajbmeb-581	24	63	,	,	PUNCT
ajbmeb-581	24	64	through	through	ADP
ajbmeb-581	24	65	which	which	PRON
ajbmeb-581	24	66	the	the	DET
ajbmeb-581	24	67	researcher	researcher	NOUN
ajbmeb-581	24	68	can	can	AUX
ajbmeb-581	24	69	predict	predict	VERB
ajbmeb-581	24	70	the	the	DET
ajbmeb-581	24	71	future	future	NOUN
ajbmeb-581	24	72	of	of	ADP
ajbmeb-581	24	73	the	the	DET
ajbmeb-581	24	74	phenomenon	phenomenon	NOUN
ajbmeb-581	24	75	,	,	PUNCT
ajbmeb-581	24	76	and	and	CCONJ
ajbmeb-581	24	77	statistical	statistical	ADJ
ajbmeb-581	24	78	tests	test	NOUN
ajbmeb-581	24	79	are	be	AUX
ajbmeb-581	24	80	an	an	DET
ajbmeb-581	24	81	important	important	ADJ
ajbmeb-581	24	82	tool	tool	NOUN
ajbmeb-581	24	83	in	in	ADP
ajbmeb-581	24	84	drawing	draw	VERB
ajbmeb-581	24	85	monetary	monetary	ADJ
ajbmeb-581	24	86	policy	policy	NOUN
ajbmeb-581	24	87	for	for	ADP
ajbmeb-581	24	88	the	the	DET
ajbmeb-581	24	89	model	model	NOUN
ajbmeb-581	24	90	under	under	ADP
ajbmeb-581	24	91	study	study	NOUN
ajbmeb-581	24	92	.	.	PUNCT
ajbmeb-581	25	1	(	(	PUNCT
ajbmeb-581	25	2	milis	milis	NOUN
ajbmeb-581	25	3	:	:	PUNCT
ajbmeb-581	25	4	2009	2009	NUM
ajbmeb-581	25	5	,	,	PUNCT
ajbmeb-581	25	6	592	592	NUM
ajbmeb-581	25	7	)	)	PUNCT
ajbmeb-581	25	8	and	and	CCONJ
ajbmeb-581	25	9	that	that	SCONJ
ajbmeb-581	25	10	the	the	DET
ajbmeb-581	25	11	test	test	NOUN
ajbmeb-581	25	12	is	be	AUX
ajbmeb-581	25	13	compatible	compatible	ADJ
ajbmeb-581	25	14	with	with	ADP
ajbmeb-581	25	15	the	the	DET
ajbmeb-581	25	16	nature	nature	NOUN
ajbmeb-581	25	17	of	of	ADP
ajbmeb-581	25	18	the	the	DET
ajbmeb-581	25	19	variables	variable	NOUN
ajbmeb-581	25	20	,	,	PUNCT
ajbmeb-581	25	21	and	and	CCONJ
ajbmeb-581	25	22	the	the	DET
ajbmeb-581	25	23	probability	probability	NOUN
ajbmeb-581	25	24	(	(	PUNCT
ajbmeb-581	25	25	prob	prob	NOUN
ajbmeb-581	25	26	)	)	PUNCT
ajbmeb-581	25	27	is	be	AUX
ajbmeb-581	25	28	chosen	choose	VERB
ajbmeb-581	25	29	with	with	ADP
ajbmeb-581	25	30	a	a	DET
ajbmeb-581	25	31	degree	degree	NOUN
ajbmeb-581	25	32	of	of	ADP
ajbmeb-581	25	33	(	(	PUNCT
ajbmeb-581	25	34	0.05	0.05	NUM
ajbmeb-581	25	35	)	)	PUNCT
ajbmeb-581	25	36	,	,	PUNCT
ajbmeb-581	25	37	when	when	SCONJ
ajbmeb-581	25	38	it	it	PRON
ajbmeb-581	25	39	is	be	AUX
ajbmeb-581	25	40	less	less	ADJ
ajbmeb-581	25	41	than	than	ADP
ajbmeb-581	25	42	(	(	PUNCT
ajbmeb-581	25	43	0.05	0.05	NUM
ajbmeb-581	25	44	)	)	PUNCT
ajbmeb-581	25	45	it	it	PRON
ajbmeb-581	25	46	means	mean	VERB
ajbmeb-581	25	47	that	that	SCONJ
ajbmeb-581	25	48	the	the	DET
ajbmeb-581	25	49	variable	variable	NOUN
ajbmeb-581	25	50	is	be	AUX
ajbmeb-581	25	51	static	static	ADJ
ajbmeb-581	25	52	and	and	CCONJ
ajbmeb-581	25	53	stable	stable	ADJ
ajbmeb-581	25	54	,	,	PUNCT
ajbmeb-581	25	55	and	and	CCONJ
ajbmeb-581	25	56	if	if	SCONJ
ajbmeb-581	25	57	the	the	DET
ajbmeb-581	25	58	probability	probability	NOUN
ajbmeb-581	25	59	is	be	AUX
ajbmeb-581	25	60	higher	high	ADJ
ajbmeb-581	25	61	or	or	CCONJ
ajbmeb-581	25	62	equal	equal	ADJ
ajbmeb-581	25	63	to	to	ADP
ajbmeb-581	25	64	(	(	PUNCT
ajbmeb-581	25	65	0.05	0.05	NUM
ajbmeb-581	25	66	)	)	PUNCT
ajbmeb-581	25	67	it	it	PRON
ajbmeb-581	25	68	means	mean	VERB
ajbmeb-581	25	69	that	that	SCONJ
ajbmeb-581	25	70	it	it	PRON
ajbmeb-581	25	71	is	be	AUX
ajbmeb-581	25	72	not	not	PART
ajbmeb-581	25	73	static	static	ADJ
ajbmeb-581	25	74	,	,	PUNCT
ajbmeb-581	25	75	and	and	CCONJ
ajbmeb-581	25	76	whenever	whenever	SCONJ
ajbmeb-581	25	77	,	,	PUNCT
ajbmeb-581	25	78	that	that	ADV
ajbmeb-581	25	79	is	is	ADV
ajbmeb-581	25	80	,	,	PUNCT
ajbmeb-581	25	81	not	not	PART
ajbmeb-581	25	82	the	the	DET
ajbmeb-581	25	83	future	future	NOUN
ajbmeb-581	25	84	of	of	ADP
ajbmeb-581	25	85	the	the	DET
ajbmeb-581	25	86	variable	variable	NOUN
ajbmeb-581	25	87	can	can	AUX
ajbmeb-581	25	88	be	be	AUX
ajbmeb-581	25	89	predicted	predict	VERB
ajbmeb-581	25	90	.	.	PUNCT
ajbmeb-581	26	1	(	(	PUNCT
ajbmeb-581	26	2	al	al	PROPN
ajbmeb-581	26	3	-	-	PUNCT
ajbmeb-581	26	4	sawai	sawai	PROPN
ajbmeb-581	26	5	:	:	PUNCT
ajbmeb-581	26	6	2011	2011	NUM
ajbmeb-581	26	7	,	,	PUNCT
ajbmeb-581	26	8	191	191	NUM
ajbmeb-581	26	9	)	)	PUNCT
ajbmeb-581	26	10	1	1	NUM
ajbmeb-581	26	11	-	-	PUNCT
ajbmeb-581	26	12	dickie	dickie	NOUN
ajbmeb-581	26	13	fuller	full	ADJ
ajbmeb-581	26	14	stability	stability	NOUN
ajbmeb-581	26	15	test	test	NOUN
ajbmeb-581	26	16	:	:	PUNCT
ajbmeb-581	26	17	the	the	DET
ajbmeb-581	26	18	modified	modify	VERB
ajbmeb-581	26	19	dickie	dickie	NOUN
ajbmeb-581	26	20	-	-	PUNCT
ajbmeb-581	26	21	folar	folar	ADJ
ajbmeb-581	26	22	test	test	NOUN
ajbmeb-581	26	23	is	be	AUX
ajbmeb-581	26	24	considered	consider	VERB
ajbmeb-581	26	25	one	one	NUM
ajbmeb-581	26	26	of	of	ADP
ajbmeb-581	26	27	the	the	DET
ajbmeb-581	26	28	stability	stability	NOUN
ajbmeb-581	26	29	tests	test	NOUN
ajbmeb-581	26	30	,	,	PUNCT
ajbmeb-581	26	31	and	and	CCONJ
ajbmeb-581	26	32	it	it	PRON
ajbmeb-581	26	33	is	be	AUX
ajbmeb-581	26	34	one	one	NUM
ajbmeb-581	26	35	of	of	ADP
ajbmeb-581	26	36	the	the	DET
ajbmeb-581	26	37	unit	unit	NOUN
ajbmeb-581	26	38	root	root	NOUN
ajbmeb-581	26	39	tests	test	NOUN
ajbmeb-581	26	40	,	,	PUNCT
ajbmeb-581	26	41	knowing	know	VERB
ajbmeb-581	26	42	the	the	DET
ajbmeb-581	26	43	static	static	NOUN
ajbmeb-581	26	44	,	,	PUNCT
ajbmeb-581	26	45	getting	getting	AUX
ajbmeb-581	26	46	rid	rid	VERB
ajbmeb-581	26	47	of	of	ADP
ajbmeb-581	26	48	the	the	DET
ajbmeb-581	26	49	instability	instability	NOUN
ajbmeb-581	26	50	and	and	CCONJ
ajbmeb-581	26	51	converting	convert	VERB
ajbmeb-581	26	52	it	it	PRON
ajbmeb-581	26	53	into	into	ADP
ajbmeb-581	26	54	a	a	DET
ajbmeb-581	26	55	stable	stable	ADJ
ajbmeb-581	26	56	series	series	NOUN
ajbmeb-581	26	57	by	by	ADP
ajbmeb-581	26	58	taking	take	VERB
ajbmeb-581	26	59	its	its	PRON
ajbmeb-581	26	60	first	first	ADJ
ajbmeb-581	26	61	difference	difference	NOUN
ajbmeb-581	26	62	,	,	PUNCT
ajbmeb-581	26	63	and	and	CCONJ
ajbmeb-581	26	64	when	when	SCONJ
ajbmeb-581	26	65	testing	test	VERB
ajbmeb-581	26	66	it	it	PRON
ajbmeb-581	26	67	is	be	AUX
ajbmeb-581	26	68	necessary	necessary	ADJ
ajbmeb-581	26	69	that	that	SCONJ
ajbmeb-581	26	70	the	the	DET
ajbmeb-581	26	71	amount	amount	NOUN
ajbmeb-581	26	72	of	of	ADP
ajbmeb-581	26	73	random	random	ADJ
ajbmeb-581	26	74	error	error	NOUN
ajbmeb-581	26	75	(	(	PUNCT
ajbmeb-581	26	76	ut	ut	PROPN
ajbmeb-581	26	77	)	)	PUNCT
ajbmeb-581	26	78	be	be	AUX
ajbmeb-581	26	79	unrelated	unrelated	ADJ
ajbmeb-581	26	80	through	through	ADP
ajbmeb-581	26	81	the	the	DET
ajbmeb-581	26	82	following	follow	VERB
ajbmeb-581	26	83	hypotheses	hypothesis	NOUN
ajbmeb-581	26	84	.	.	PUNCT
ajbmeb-581	27	1	(	(	PUNCT
ajbmeb-581	27	2	dickey	dickey	PROPN
ajbmeb-581	27	3	&	&	CCONJ
ajbmeb-581	27	4	fuller	full	ADJ
ajbmeb-581	27	5	:	:	PUNCT
ajbmeb-581	27	6	2006	2006	NUM
ajbmeb-581	27	7	,	,	PUNCT
ajbmeb-581	27	8	482	482	NUM
ajbmeb-581	27	9	)	)	PUNCT
ajbmeb-581	27	10	null	null	ADJ
ajbmeb-581	27	11	hypothesis	hypothesis	NOUN
ajbmeb-581	27	12	:	:	PUNCT
ajbmeb-581	27	13	the	the	DET
ajbmeb-581	27	14	existence	existence	NOUN
ajbmeb-581	27	15	of	of	ADP
ajbmeb-581	27	16	a	a	DET
ajbmeb-581	27	17	unit	unit	NOUN
ajbmeb-581	27	18	root	root	NOUN
ajbmeb-581	27	19	,	,	PUNCT
ajbmeb-581	27	20	i.e.	i.e.	X
ajbmeb-581	27	21	instability	instability	NOUN
ajbmeb-581	27	22	alternative	alternative	ADJ
ajbmeb-581	27	23	hypothesis	hypothesis	NOUN
ajbmeb-581	27	24	:	:	PUNCT
ajbmeb-581	27	25	no	no	DET
ajbmeb-581	27	26	root	root	VERB
ajbmeb-581	27	27	the	the	DET
ajbmeb-581	27	28	(	(	PUNCT
ajbmeb-581	27	29	adf	adf	NOUN
ajbmeb-581	27	30	)	)	PUNCT
ajbmeb-581	27	31	depends	depend	VERB
ajbmeb-581	27	32	on	on	ADP
ajbmeb-581	27	33	the	the	DET
ajbmeb-581	27	34	stability	stability	NOUN
ajbmeb-581	27	35	of	of	ADP
ajbmeb-581	27	36	the	the	DET
ajbmeb-581	27	37	variable	variable	NOUN
ajbmeb-581	27	38	x_t	x_t	NUM
ajbmeb-581	27	39	,	,	PUNCT
ajbmeb-581	27	40	for	for	ADP
ajbmeb-581	27	41	example	example	NOUN
ajbmeb-581	27	42	,	,	PUNCT
ajbmeb-581	27	43	on	on	ADP
ajbmeb-581	27	44	the	the	DET
ajbmeb-581	27	45	estimation	estimation	NOUN
ajbmeb-581	27	46	in	in	ADP
ajbmeb-581	27	47	the	the	DET
ajbmeb-581	27	48	following	follow	VERB
ajbmeb-581	27	49	way	way	NOUN
ajbmeb-581	27	50	(	(	PUNCT
ajbmeb-581	27	51	ols	ol	NOUN
ajbmeb-581	27	52	)	)	PUNCT
ajbmeb-581	27	53	.	.	PUNCT
ajbmeb-581	28	1	(	(	PUNCT
ajbmeb-581	28	2	mohamed	mohame	VERB
ajbmeb-581	28	3	:	:	PUNCT
ajbmeb-581	28	4	2013	2013	NUM
ajbmeb-581	28	5	,	,	PUNCT
ajbmeb-581	28	6	125	125	NUM
ajbmeb-581	28	7	)	)	PUNCT
ajbmeb-581	28	8	𝒎𝒐𝒅𝒆𝒍(𝒊	𝒎𝒐𝒅𝒆𝒍(𝒊	PROPN
ajbmeb-581	28	9	):	):	PUNCT
ajbmeb-581	28	10	∆𝒙𝒕	∆𝒙𝒕	PROPN
ajbmeb-581	28	11	=	=	PUNCT
ajbmeb-581	28	12	𝝀.	𝝀.	PROPN
ajbmeb-581	28	13	𝑿𝒕−𝟏	𝑿𝒕−𝟏	PROPN
ajbmeb-581	29	1	−	−	PROPN
ajbmeb-581	29	2	𝟏	𝟏	X
ajbmeb-581	29	3	∑	∑	PUNCT
ajbmeb-581	29	4	ɸ𝒋	ɸ𝒋	X
ajbmeb-581	29	5	𝜟𝒙𝒕	𝜟𝒙𝒕	PROPN
ajbmeb-581	29	6	−	−	NOUN
ajbmeb-581	29	7	𝒋	𝒋	NOUN
ajbmeb-581	29	8	+	+	CCONJ
ajbmeb-581	29	9	𝟏	𝟏	NUM
ajbmeb-581	30	1	+	+	CCONJ
ajbmeb-581	30	2	ɛ𝒕	ɛ𝒕	ADP
ajbmeb-581	30	3	…	…	PUNCT
ajbmeb-581	30	4	…	…	PUNCT
ajbmeb-581	30	5	…	…	PUNCT
ajbmeb-581	30	6	…	…	PUNCT
ajbmeb-581	30	7	.	.	PUNCT
ajbmeb-581	31	1	…	…	PUNCT
ajbmeb-581	31	2	…	…	PUNCT
ajbmeb-581	31	3	.	.	PUNCT
ajbmeb-581	32	1	.	.	PUNCT
ajbmeb-581	33	1	…	…	PUNCT
ajbmeb-581	33	2	.	.	PUNCT
ajbmeb-581	34	1	.	.	PUNCT
ajbmeb-581	35	1	…	…	PUNCT
ajbmeb-581	35	2	.	.	PUNCT
ajbmeb-581	35	3	.	.	PUNCT
ajbmeb-581	36	1	(	(	PUNCT
ajbmeb-581	36	2	𝟑	𝟑	X
ajbmeb-581	36	3	)	)	PUNCT
ajbmeb-581	36	4	𝒑	𝒑	PRON
ajbmeb-581	36	5	𝒋=𝟐	𝒋=𝟐	PROPN
ajbmeb-581	36	6	𝒎𝒐𝒅𝒆𝒍(𝒊𝒊	𝒎𝒐𝒅𝒆𝒍(𝒊𝒊	NOUN
ajbmeb-581	36	7	):	):	PUNCT
ajbmeb-581	36	8	∆𝒙𝒕	∆𝒙𝒕	PROPN
ajbmeb-581	36	9	=	=	PUNCT
ajbmeb-581	36	10	𝝀.	𝝀.	PROPN
ajbmeb-581	36	11	𝑿𝒕−𝟏	𝑿𝒕−𝟏	PROPN
ajbmeb-581	37	1	−	−	PROPN
ajbmeb-581	37	2	𝟏	𝟏	X
ajbmeb-581	37	3	∑	∑	PUNCT
ajbmeb-581	37	4	ɸ𝒋	ɸ𝒋	X
ajbmeb-581	37	5	𝜟𝒙𝒕	𝜟𝒙𝒕	PROPN
ajbmeb-581	37	6	−	−	NOUN
ajbmeb-581	37	7	𝒋	𝒋	NOUN
ajbmeb-581	37	8	+	+	CCONJ
ajbmeb-581	37	9	𝟏	𝟏	NUM
ajbmeb-581	38	1	+	+	NUM
ajbmeb-581	38	2	𝒄	𝒄	PROPN
ajbmeb-581	39	1	+	+	PUNCT
ajbmeb-581	39	2	ɛ𝒕	ɛ𝒕	ADP
ajbmeb-581	39	3	…	…	PUNCT
ajbmeb-581	39	4	…	…	PUNCT
ajbmeb-581	39	5	…	…	PUNCT
ajbmeb-581	39	6	…	…	PUNCT
ajbmeb-581	39	7	…	…	PUNCT
ajbmeb-581	39	8	.	.	PUNCT
ajbmeb-581	39	9	.	.	PUNCT
ajbmeb-581	39	10	.	.	PUNCT
ajbmeb-581	39	11	.	.	PUNCT
ajbmeb-581	39	12	.	.	PUNCT
ajbmeb-581	40	1	…	…	PUNCT
ajbmeb-581	40	2	…	…	PUNCT
ajbmeb-581	40	3	(	(	PUNCT
ajbmeb-581	40	4	𝟒	𝟒	X
ajbmeb-581	40	5	)	)	PUNCT
ajbmeb-581	40	6	𝒑	𝒑	PROPN
ajbmeb-581	40	7	𝒋=𝟐	𝒋=𝟐	PROPN
ajbmeb-581	40	8	𝒎𝒐𝒅𝒆𝒍(𝒊𝒊𝒊	𝒎𝒐𝒅𝒆𝒍(𝒊𝒊𝒊	NOUN
ajbmeb-581	40	9	):	):	PUNCT
ajbmeb-581	40	10	∆𝒙𝒕	∆𝒙𝒕	PROPN
ajbmeb-581	40	11	=	=	PUNCT
ajbmeb-581	40	12	𝝀.	𝝀.	PROPN
ajbmeb-581	40	13	𝑿𝒕−𝟏	𝑿𝒕−𝟏	PROPN
ajbmeb-581	41	1	−	−	PROPN
ajbmeb-581	41	2	𝟏	𝟏	X
ajbmeb-581	41	3	∑	∑	PUNCT
ajbmeb-581	41	4	ɸ𝒋	ɸ𝒋	X
ajbmeb-581	41	5	𝜟𝒙𝒕	𝜟𝒙𝒕	PROPN
ajbmeb-581	41	6	−	−	NOUN
ajbmeb-581	41	7	𝒋	𝒋	NOUN
ajbmeb-581	41	8	+	+	CCONJ
ajbmeb-581	41	9	𝟏	𝟏	NUM
ajbmeb-581	42	1	+	+	CCONJ
ajbmeb-581	42	2	𝒄	𝒄	PROPN
ajbmeb-581	42	3	+	+	CCONJ
ajbmeb-581	42	4	𝒃𝒕	𝒃𝒕	NOUN
ajbmeb-581	42	5	+	+	CCONJ
ajbmeb-581	42	6	ɛ𝒕	ɛ𝒕	ADP
ajbmeb-581	42	7	…	…	PUNCT
ajbmeb-581	42	8	…	…	PUNCT
ajbmeb-581	42	9	…	…	PUNCT
ajbmeb-581	42	10	.	.	PUNCT
ajbmeb-581	42	11	…	…	PUNCT
ajbmeb-581	42	12	.	.	PUNCT
ajbmeb-581	42	13	.	.	PUNCT
ajbmeb-581	42	14	.	.	PUNCT
ajbmeb-581	42	15	.	.	PUNCT
ajbmeb-581	43	1	(	(	PUNCT
ajbmeb-581	43	2	𝟓	𝟓	X
ajbmeb-581	43	3	)	)	PUNCT
ajbmeb-581	43	4	𝒑	𝒑	PROPN
ajbmeb-581	43	5	𝒋=𝟐	𝒋=𝟐	PROPN
ajbmeb-581	43	6	after	after	ADP
ajbmeb-581	43	7	conducting	conduct	VERB
ajbmeb-581	43	8	the	the	DET
ajbmeb-581	43	9	test	test	NOUN
ajbmeb-581	43	10	as	as	SCONJ
ajbmeb-581	43	11	shown	show	VERB
ajbmeb-581	43	12	in	in	ADP
ajbmeb-581	43	13	table	table	NOUN
ajbmeb-581	43	14	(	(	PUNCT
ajbmeb-581	43	15	2	2	NUM
ajbmeb-581	43	16	)	)	PUNCT
ajbmeb-581	43	17	,	,	PUNCT
ajbmeb-581	43	18	the	the	DET
ajbmeb-581	43	19	results	result	NOUN
ajbmeb-581	43	20	of	of	ADP
ajbmeb-581	43	21	the	the	DET
ajbmeb-581	43	22	model	model	NOUN
ajbmeb-581	43	23	test	test	NOUN
ajbmeb-581	43	24	using	use	VERB
ajbmeb-581	43	25	(	(	PUNCT
ajbmeb-581	43	26	adf	adf	PROPN
ajbmeb-581	43	27	)	)	PUNCT
ajbmeb-581	43	28	,	,	PUNCT
ajbmeb-581	43	29	were	be	AUX
ajbmeb-581	43	30	as	as	SCONJ
ajbmeb-581	43	31	follows	follow	VERB
ajbmeb-581	43	32	:	:	PUNCT
ajbmeb-581	43	33	athe	athe	ADJ
ajbmeb-581	43	34	test	test	NOUN
ajbmeb-581	43	35	values	value	NOUN
ajbmeb-581	43	36	(	(	PUNCT
ajbmeb-581	43	37	gdp	gdp	NOUN
ajbmeb-581	43	38	)	)	PUNCT
ajbmeb-581	43	39	of	of	ADP
ajbmeb-581	43	40	the	the	DET
ajbmeb-581	43	41	gross	gross	ADJ
ajbmeb-581	43	42	domestic	domestic	ADJ
ajbmeb-581	43	43	product	product	NOUN
ajbmeb-581	43	44	in	in	ADP
ajbmeb-581	43	45	the	the	DET
ajbmeb-581	43	46	iraqi	iraqi	ADJ
ajbmeb-581	43	47	economy	economy	NOUN
ajbmeb-581	43	48	for	for	ADP
ajbmeb-581	43	49	the	the	DET
ajbmeb-581	43	50	period	period	NOUN
ajbmeb-581	43	51	(	(	PUNCT
ajbmeb-581	43	52	20052020	20052020	NUM
ajbmeb-581	43	53	):	):	PUNCT
ajbmeb-581	43	54	it	it	PRON
ajbmeb-581	43	55	was	be	AUX
ajbmeb-581	43	56	unstable	unstable	ADJ
ajbmeb-581	43	57	(	(	PUNCT
ajbmeb-581	43	58	at	at	ADP
ajbmeb-581	43	59	level	level	NOUN
ajbmeb-581	43	60	)	)	PUNCT
ajbmeb-581	43	61	in	in	ADP
ajbmeb-581	43	62	the	the	DET
ajbmeb-581	43	63	case	case	NOUN
ajbmeb-581	43	64	of	of	ADP
ajbmeb-581	43	65	a	a	PRON
ajbmeb-581	43	66	constant	constant	ADJ
ajbmeb-581	43	67	,	,	PUNCT
ajbmeb-581	43	68	constant	constant	ADJ
ajbmeb-581	43	69	and	and	CCONJ
ajbmeb-581	43	70	trend	trend	NOUN
ajbmeb-581	43	71	,	,	PUNCT
ajbmeb-581	43	72	or	or	CCONJ
ajbmeb-581	43	73	without	without	ADP
ajbmeb-581	43	74	them	they	PRON
ajbmeb-581	43	75	,	,	PUNCT
ajbmeb-581	43	76	and	and	CCONJ
ajbmeb-581	43	77	after	after	ADP
ajbmeb-581	43	78	taking	take	VERB
ajbmeb-581	43	79	the	the	DET
ajbmeb-581	43	80	first	first	ADJ
ajbmeb-581	43	81	difference	difference	NOUN
ajbmeb-581	43	82	for	for	ADP
ajbmeb-581	43	83	the	the	DET
ajbmeb-581	43	84	same	same	ADJ
ajbmeb-581	43	85	variable	variable	NOUN
ajbmeb-581	43	86	,	,	PUNCT
ajbmeb-581	43	87	it	it	PRON
ajbmeb-581	43	88	was	be	AUX
ajbmeb-581	43	89	stable	stable	ADJ
ajbmeb-581	43	90	in	in	ADP
ajbmeb-581	43	91	the	the	DET
ajbmeb-581	43	92	case	case	NOUN
ajbmeb-581	43	93	of	of	ADP
ajbmeb-581	43	94	the	the	DET
ajbmeb-581	43	95	absence	absence	NOUN
ajbmeb-581	43	96	of	of	ADP
ajbmeb-581	43	97	a	a	DET
ajbmeb-581	43	98	constant	constant	ADJ
ajbmeb-581	43	99	trend	trend	NOUN
ajbmeb-581	43	100	at	at	ADP
ajbmeb-581	43	101	the	the	DET
ajbmeb-581	43	102	level	level	NOUN
ajbmeb-581	43	103	of	of	ADP
ajbmeb-581	43	104	(	(	PUNCT
ajbmeb-581	43	105	5	5	NUM
ajbmeb-581	43	106	%	%	NOUN
ajbmeb-581	43	107	)	)	PUNCT
ajbmeb-581	43	108	and	and	CCONJ
ajbmeb-581	43	109	it	it	PRON
ajbmeb-581	43	110	was	be	AUX
ajbmeb-581	43	111	stable	stable	ADJ
ajbmeb-581	43	112	in	in	ADP
ajbmeb-581	43	113	the	the	DET
ajbmeb-581	43	114	first	first	ADJ
ajbmeb-581	43	115	difference	difference	NOUN
ajbmeb-581	43	116	.	.	PUNCT
ajbmeb-581	44	1	bthe	bthe	DET
ajbmeb-581	44	2	variable	variable	NOUN
ajbmeb-581	44	3	(	(	PUNCT
ajbmeb-581	44	4	bd	bd	PROPN
ajbmeb-581	44	5	)	)	PUNCT
ajbmeb-581	44	6	bank	bank	NOUN
ajbmeb-581	44	7	deposits	deposit	NOUN
ajbmeb-581	44	8	in	in	ADP
ajbmeb-581	44	9	iraq	iraq	PROPN
ajbmeb-581	44	10	during	during	ADP
ajbmeb-581	44	11	the	the	DET
ajbmeb-581	44	12	period	period	NOUN
ajbmeb-581	44	13	(	(	PUNCT
ajbmeb-581	44	14	2005	2005	NUM
ajbmeb-581	44	15	-	-	SYM
ajbmeb-581	44	16	2020	2020	NUM
ajbmeb-581	44	17	):	):	PUNCT
ajbmeb-581	44	18	the	the	DET
ajbmeb-581	44	19	test	test	NOUN
ajbmeb-581	44	20	was	be	AUX
ajbmeb-581	44	21	conducted	conduct	VERB
ajbmeb-581	44	22	for	for	ADP
ajbmeb-581	44	23	the	the	DET
ajbmeb-581	44	24	time	time	NOUN
ajbmeb-581	44	25	series	series	NOUN
ajbmeb-581	44	26	at	at	ADP
ajbmeb-581	44	27	the	the	DET
ajbmeb-581	44	28	level	level	NOUN
ajbmeb-581	44	29	,	,	PUNCT
ajbmeb-581	44	30	and	and	CCONJ
ajbmeb-581	44	31	the	the	DET
ajbmeb-581	44	32	variable	variable	NOUN
ajbmeb-581	44	33	was	be	AUX
ajbmeb-581	44	34	unstable	unstable	ADJ
ajbmeb-581	44	35	,	,	PUNCT
ajbmeb-581	44	36	and	and	CCONJ
ajbmeb-581	44	37	when	when	SCONJ
ajbmeb-581	44	38	taking	take	VERB
ajbmeb-581	44	39	the	the	DET
ajbmeb-581	44	40	first	first	ADJ
ajbmeb-581	44	41	difference	difference	NOUN
ajbmeb-581	44	42	,	,	PUNCT
ajbmeb-581	44	43	the	the	DET
ajbmeb-581	44	44	variable	variable	NOUN
ajbmeb-581	44	45	was	be	AUX
ajbmeb-581	44	46	stable	stable	ADJ
ajbmeb-581	44	47	,	,	PUNCT
ajbmeb-581	44	48	static	static	ADJ
ajbmeb-581	44	49	,	,	PUNCT
ajbmeb-581	44	50	and	and	CCONJ
ajbmeb-581	44	51	integrated	integrate	VERB
ajbmeb-581	44	52	from	from	ADP
ajbmeb-581	44	53	the	the	DET
ajbmeb-581	44	54	rank	rank	NOUN
ajbmeb-581	44	55	(	(	PUNCT
ajbmeb-581	44	56	i(1	i(1	PROPN
ajbmeb-581	44	57	)	)	PUNCT
ajbmeb-581	44	58	)	)	PUNCT
ajbmeb-581	44	59	.	.	PUNCT
ajbmeb-581	45	1	american	american	PROPN
ajbmeb-581	45	2	journal	journal	PROPN
ajbmeb-581	45	3	of	of	ADP
ajbmeb-581	45	4	business	business	NOUN
ajbmeb-581	45	5	management	management	NOUN
ajbmeb-581	45	6	,	,	PUNCT
ajbmeb-581	45	7	economics	economic	NOUN
ajbmeb-581	45	8	and	and	CCONJ
ajbmeb-581	45	9	banking	banking	NOUN
ajbmeb-581	45	10	volume	volume	NOUN
ajbmeb-581	45	11	11	11	NUM
ajbmeb-581	45	12	april	april	PROPN
ajbmeb-581	45	13	,	,	PUNCT
ajbmeb-581	45	14	2023	2023	NUM
ajbmeb-581	45	15	p	p	NOUN
ajbmeb-581	45	16	a	a	PRON
ajbmeb-581	45	17	g	g	NOUN
ajbmeb-581	45	18	e	e	NOUN
ajbmeb-581	45	19	|	|	ADV
ajbmeb-581	45	20	20	20	NUM
ajbmeb-581	45	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	45	22	cthe	cthe	NOUN
ajbmeb-581	45	23	results	result	NOUN
ajbmeb-581	45	24	of	of	ADP
ajbmeb-581	45	25	the	the	DET
ajbmeb-581	45	26	variable	variable	NOUN
ajbmeb-581	45	27	(	(	PUNCT
ajbmeb-581	45	28	cc	cc	NOUN
ajbmeb-581	45	29	)	)	PUNCT
ajbmeb-581	45	30	cash	cash	NOUN
ajbmeb-581	45	31	credit	credit	NOUN
ajbmeb-581	45	32	in	in	ADP
ajbmeb-581	45	33	iraq	iraq	PROPN
ajbmeb-581	45	34	during	during	ADP
ajbmeb-581	45	35	the	the	DET
ajbmeb-581	45	36	period	period	NOUN
ajbmeb-581	45	37	(	(	PUNCT
ajbmeb-581	45	38	2005	2005	NUM
ajbmeb-581	45	39	-	-	SYM
ajbmeb-581	45	40	2020	2020	NUM
ajbmeb-581	45	41	):	):	PUNCT
ajbmeb-581	45	42	after	after	ADP
ajbmeb-581	45	43	conducting	conduct	VERB
ajbmeb-581	45	44	the	the	DET
ajbmeb-581	45	45	test	test	NOUN
ajbmeb-581	45	46	,	,	PUNCT
ajbmeb-581	45	47	it	it	PRON
ajbmeb-581	45	48	was	be	AUX
ajbmeb-581	45	49	found	find	VERB
ajbmeb-581	45	50	that	that	SCONJ
ajbmeb-581	45	51	the	the	DET
ajbmeb-581	45	52	variable	variable	NOUN
ajbmeb-581	45	53	is	be	AUX
ajbmeb-581	45	54	unstable	unstable	ADJ
ajbmeb-581	45	55	in	in	ADP
ajbmeb-581	45	56	constant	constant	ADJ
ajbmeb-581	45	57	,	,	PUNCT
ajbmeb-581	45	58	constant	constant	ADJ
ajbmeb-581	45	59	and	and	CCONJ
ajbmeb-581	45	60	trending	trending	NOUN
ajbmeb-581	45	61	,	,	PUNCT
ajbmeb-581	45	62	without	without	ADP
ajbmeb-581	45	63	constant	constant	ADJ
ajbmeb-581	45	64	and	and	CCONJ
ajbmeb-581	45	65	general	general	ADJ
ajbmeb-581	45	66	trend	trend	NOUN
ajbmeb-581	45	67	,	,	PUNCT
ajbmeb-581	45	68	at	at	ADP
ajbmeb-581	45	69	the	the	DET
ajbmeb-581	45	70	level	level	NOUN
ajbmeb-581	45	71	(	(	PUNCT
ajbmeb-581	45	72	at	at	ADP
ajbmeb-581	45	73	level	level	NOUN
ajbmeb-581	45	74	)	)	PUNCT
ajbmeb-581	45	75	,	,	PUNCT
ajbmeb-581	45	76	and	and	CCONJ
ajbmeb-581	45	77	the	the	DET
ajbmeb-581	45	78	two	two	NUM
ajbmeb-581	45	79	researchers	researcher	NOUN
ajbmeb-581	45	80	tested	test	VERB
ajbmeb-581	45	81	cash	cash	NOUN
ajbmeb-581	45	82	credit	credit	NOUN
ajbmeb-581	45	83	after	after	ADP
ajbmeb-581	45	84	taking	take	VERB
ajbmeb-581	45	85	the	the	DET
ajbmeb-581	45	86	first	first	ADJ
ajbmeb-581	45	87	difference	difference	NOUN
ajbmeb-581	45	88	,	,	PUNCT
ajbmeb-581	45	89	the	the	DET
ajbmeb-581	45	90	results	result	NOUN
ajbmeb-581	45	91	of	of	ADP
ajbmeb-581	45	92	the	the	DET
ajbmeb-581	45	93	test	test	NOUN
ajbmeb-581	45	94	were	be	AUX
ajbmeb-581	45	95	that	that	SCONJ
ajbmeb-581	45	96	the	the	DET
ajbmeb-581	45	97	variable	variable	NOUN
ajbmeb-581	45	98	is	be	AUX
ajbmeb-581	45	99	static	static	ADJ
ajbmeb-581	45	100	and	and	CCONJ
ajbmeb-581	45	101	stable	stable	ADJ
ajbmeb-581	45	102	with	with	ADP
ajbmeb-581	45	103	the	the	DET
ajbmeb-581	45	104	constant	constant	ADJ
ajbmeb-581	45	105	,	,	PUNCT
ajbmeb-581	45	106	constant	constant	ADJ
ajbmeb-581	45	107	and	and	CCONJ
ajbmeb-581	45	108	direction	direction	NOUN
ajbmeb-581	45	109	,	,	PUNCT
ajbmeb-581	45	110	and	and	CCONJ
ajbmeb-581	45	111	without	without	ADP
ajbmeb-581	45	112	them	they	PRON
ajbmeb-581	45	113	,	,	PUNCT
ajbmeb-581	45	114	i.e.	i.e.	X
ajbmeb-581	45	115	it	it	PRON
ajbmeb-581	45	116	is	be	AUX
ajbmeb-581	45	117	integrated	integrate	VERB
ajbmeb-581	45	118	of	of	ADP
ajbmeb-581	45	119	order	order	NOUN
ajbmeb-581	45	120	(	(	PUNCT
ajbmeb-581	45	121	i(1	i(1	NOUN
ajbmeb-581	45	122	)	)	PUNCT
ajbmeb-581	45	123	)	)	PUNCT
ajbmeb-581	45	124	.	.	PUNCT
ajbmeb-581	46	1	dthis	dthis	DET
ajbmeb-581	46	2	result	result	NOUN
ajbmeb-581	46	3	necessitates	necessitate	VERB
ajbmeb-581	46	4	the	the	DET
ajbmeb-581	46	5	researchers	researcher	NOUN
ajbmeb-581	46	6	to	to	PART
ajbmeb-581	46	7	use	use	VERB
ajbmeb-581	46	8	the	the	DET
ajbmeb-581	46	9	(	(	PUNCT
ajbmeb-581	46	10	vecm	vecm	NOUN
ajbmeb-581	46	11	)	)	PUNCT
ajbmeb-581	46	12	methodology	methodology	NOUN
ajbmeb-581	46	13	because	because	SCONJ
ajbmeb-581	46	14	it	it	PRON
ajbmeb-581	46	15	is	be	AUX
ajbmeb-581	46	16	compatible	compatible	ADJ
ajbmeb-581	46	17	with	with	ADP
ajbmeb-581	46	18	the	the	DET
ajbmeb-581	46	19	degree	degree	NOUN
ajbmeb-581	46	20	of	of	ADP
ajbmeb-581	46	21	rest	rest	NOUN
ajbmeb-581	46	22	of	of	ADP
ajbmeb-581	46	23	the	the	DET
ajbmeb-581	46	24	model	model	NOUN
ajbmeb-581	46	25	table	table	NOUN
ajbmeb-581	46	26	(	(	PUNCT
ajbmeb-581	46	27	2	2	NUM
ajbmeb-581	46	28	)	)	PUNCT
ajbmeb-581	46	29	results	result	NOUN
ajbmeb-581	46	30	of	of	ADP
ajbmeb-581	46	31	the	the	DET
ajbmeb-581	46	32	dickie	dickie	NOUN
ajbmeb-581	46	33	fuller	full	ADJ
ajbmeb-581	46	34	root	root	PROPN
ajbmeb-581	46	35	unit	unit	NOUN
ajbmeb-581	46	36	test	test	NOUN
ajbmeb-581	46	37	(	(	PUNCT
ajbmeb-581	46	38	adf	adf	PROPN
ajbmeb-581	46	39	)	)	PUNCT
ajbmeb-581	46	40	at	at	ADP
ajbmeb-581	46	41	the	the	DET
ajbmeb-581	46	42	level	level	NOUN
ajbmeb-581	46	43	and	and	CCONJ
ajbmeb-581	46	44	first	first	ADJ
ajbmeb-581	46	45	difference	difference	NOUN
ajbmeb-581	46	46	unit	unit	NOUN
ajbmeb-581	46	47	root	root	NOUN
ajbmeb-581	46	48	test	test	NOUN
ajbmeb-581	46	49	results	result	NOUN
ajbmeb-581	46	50	table	table	NOUN
ajbmeb-581	46	51	(	(	PUNCT
ajbmeb-581	46	52	adf	adf	NOUN
ajbmeb-581	46	53	)	)	PUNCT
ajbmeb-581	46	54	null	null	ADJ
ajbmeb-581	46	55	hypothesis	hypothesis	NOUN
ajbmeb-581	46	56	:	:	PUNCT
ajbmeb-581	46	57	the	the	DET
ajbmeb-581	46	58	variable	variable	NOUN
ajbmeb-581	46	59	has	have	VERB
ajbmeb-581	46	60	a	a	DET
ajbmeb-581	46	61	unit	unit	NOUN
ajbmeb-581	46	62	root	root	NOUN
ajbmeb-581	46	63	at	at	ADP
ajbmeb-581	46	64	level	level	PROPN
ajbmeb-581	46	65	gdp	gdp	NOUN
ajbmeb-581	46	66	cc	cc	PROPN
ajbmeb-581	46	67	bd	bd	PROPN
ajbmeb-581	46	68	-2.3024	-2.3024	PROPN
ajbmeb-581	46	69	-2.5573	-2.5573	NOUN
ajbmeb-581	46	70	-1.5954	-1.5954	PROPN
ajbmeb-581	46	71	t	t	NOUN
ajbmeb-581	46	72	-	-	PUNCT
ajbmeb-581	46	73	statistic	statistic	NOUN
ajbmeb-581	46	74	with	with	ADP
ajbmeb-581	46	75	constant	constant	ADJ
ajbmeb-581	46	76	0.1024	0.1024	NUM
ajbmeb-581	46	77	0.8376	0.8376	NUM
ajbmeb-581	46	78	0.4038	0.4038	NUM
ajbmeb-581	46	79	prob	prob	NOUN
ajbmeb-581	46	80	.	.	PUNCT
ajbmeb-581	47	1	n0	n0	PROPN
ajbmeb-581	47	2	n0	n0	PROPN
ajbmeb-581	47	3	n0	n0	PROPN
ajbmeb-581	47	4	-1.2603	-1.2603	PROPN
ajbmeb-581	47	5	-2.7592	-2.7592	VERB
ajbmeb-581	47	6	-1.94740	-1.94740	PROPN
ajbmeb-581	48	1	t	t	NOUN
ajbmeb-581	48	2	-	-	PUNCT
ajbmeb-581	48	3	statistic	statistic	NOUN
ajbmeb-581	48	4	with	with	ADP
ajbmeb-581	48	5	constant	constant	ADJ
ajbmeb-581	48	6	&	&	CCONJ
ajbmeb-581	48	7	trend	trend	NOUN
ajbmeb-581	49	1	0.4392	0.4392	NUM
ajbmeb-581	49	2	0.2128	0.2128	NUM
ajbmeb-581	49	3	0.1673	0.1673	NUM
ajbmeb-581	49	4	prob	prob	NOUN
ajbmeb-581	49	5	.	.	PUNCT
ajbmeb-581	49	6	n0	n0	PROPN
ajbmeb-581	49	7	n0	n0	PROPN
ajbmeb-581	49	8	n0	n0	PROPN
ajbmeb-581	49	9	0.9372	0.9372	NUM
ajbmeb-581	49	10	0.9471	0.9471	NUM
ajbmeb-581	49	11	-0.6942	-0.6942	NOUN
ajbmeb-581	49	12	t	t	NOUN
ajbmeb-581	49	13	-	-	PUNCT
ajbmeb-581	49	14	statistic	statistic	NOUN
ajbmeb-581	49	15	without	without	ADP
ajbmeb-581	49	16	constant	constant	ADJ
ajbmeb-581	49	17	&	&	CCONJ
ajbmeb-581	49	18	trend	trend	NOUN
ajbmeb-581	49	19	0.7091	0.7091	NUM
ajbmeb-581	49	20	0.9073	0.9073	NUM
ajbmeb-581	49	21	0.4102	0.4102	NUM
ajbmeb-581	49	22	prob	prob	NOUN
ajbmeb-581	49	23	.	.	PUNCT
ajbmeb-581	49	24	n0	n0	PROPN
ajbmeb-581	49	25	n0	n0	PROPN
ajbmeb-581	49	26	n0	n0	PROPN
ajbmeb-581	49	27	significan	significan	ADJ
ajbmeb-581	49	28	at	at	ADP
ajbmeb-581	49	29	first	first	ADJ
ajbmeb-581	49	30	difference	difference	NOUN
ajbmeb-581	49	31	d(gdp	d(gdp	PROPN
ajbmeb-581	49	32	)	)	PUNCT
ajbmeb-581	49	33	d(cc	d(cc	PROPN
ajbmeb-581	49	34	)	)	PUNCT
ajbmeb-581	49	35	d(bd	d(bd	NOUN
ajbmeb-581	49	36	)	)	PUNCT
ajbmeb-581	49	37	-3.1672	-3.1672	NOUN
ajbmeb-581	49	38	-6.32911	-6.32911	PROPN
ajbmeb-581	49	39	-5.3632	-5.3632	PROPN
ajbmeb-581	49	40	t	t	NOUN
ajbmeb-581	49	41	-	-	PUNCT
ajbmeb-581	49	42	statistic	statistic	NOUN
ajbmeb-581	49	43	with	with	ADP
ajbmeb-581	49	44	constant	constant	ADJ
ajbmeb-581	49	45	0.2201	0.2201	NUM
ajbmeb-581	49	46	0.001	0.001	NUM
ajbmeb-581	49	47	0.001	0.001	NUM
ajbmeb-581	49	48	prob	prob	NOUN
ajbmeb-581	49	49	.	.	PUNCT
ajbmeb-581	50	1	n0	n0	NUM
ajbmeb-581	51	1	*	*	PUNCT
ajbmeb-581	51	2	*	*	PUNCT
ajbmeb-581	51	3	*	*	PUNCT
ajbmeb-581	51	4	*	*	PUNCT
ajbmeb-581	51	5	*	*	PUNCT
ajbmeb-581	51	6	*	*	PUNCT
ajbmeb-581	51	7	-2.3531	-2.3531	PROPN
ajbmeb-581	51	8	-6.4302	-6.4302	PUNCT
ajbmeb-581	51	9	-2.8992	-2.8992	PROPN
ajbmeb-581	51	10	t	t	PROPN
ajbmeb-581	51	11	-	-	PUNCT
ajbmeb-581	51	12	statistic	statistic	NOUN
ajbmeb-581	51	13	with	with	ADP
ajbmeb-581	51	14	constant	constant	ADJ
ajbmeb-581	51	15	&	&	CCONJ
ajbmeb-581	51	16	trend	trend	NOUN
ajbmeb-581	51	17	0.3905	0.3905	NUM
ajbmeb-581	51	18	0.000	0.000	NUM
ajbmeb-581	51	19	0.0046	0.0046	NUM
ajbmeb-581	51	20	prob	prob	NOUN
ajbmeb-581	51	21	.	.	PUNCT
ajbmeb-581	52	1	n0	n0	NUM
ajbmeb-581	53	1	*	*	PUNCT
ajbmeb-581	53	2	*	*	PUNCT
ajbmeb-581	53	3	*	*	PUNCT
ajbmeb-581	53	4	*	*	PUNCT
ajbmeb-581	53	5	*	*	PUNCT
ajbmeb-581	53	6	*	*	PUNCT
ajbmeb-581	53	7	-2.2365	-2.2365	PROPN
ajbmeb-581	53	8	-6.40310	-6.40310	PROPN
ajbmeb-581	53	9	-2.9004	-2.9004	PROPN
ajbmeb-581	53	10	t	t	NOUN
ajbmeb-581	53	11	-	-	PUNCT
ajbmeb-581	53	12	statistic	statistic	NOUN
ajbmeb-581	53	13	without	without	ADP
ajbmeb-581	53	14	constant	constant	ADJ
ajbmeb-581	53	15	&	&	CCONJ
ajbmeb-581	53	16	trend	trend	NOUN
ajbmeb-581	53	17	0.0261	0.0261	NUM
ajbmeb-581	53	18	0.000	0.000	NUM
ajbmeb-581	53	19	0.0432	0.0432	NUM
ajbmeb-581	53	20	prob	prob	NOUN
ajbmeb-581	53	21	.	.	PUNCT
ajbmeb-581	54	1	*	*	PUNCT
ajbmeb-581	55	1	*	*	PUNCT
ajbmeb-581	56	1	*	*	PUNCT
ajbmeb-581	56	2	*	*	PUNCT
ajbmeb-581	56	3	*	*	PUNCT
ajbmeb-581	57	1	*	*	PUNCT
ajbmeb-581	57	2	*	*	PUNCT
ajbmeb-581	57	3	*	*	PUNCT
ajbmeb-581	57	4	significan	significan	ADJ
ajbmeb-581	57	5	a	a	PRON
ajbmeb-581	57	6	:	:	PUNCT
ajbmeb-581	57	7	(	(	PUNCT
ajbmeb-581	57	8	*	*	NOUN
ajbmeb-581	57	9	)	)	PUNCT
ajbmeb-581	57	10	significant	significant	ADJ
ajbmeb-581	57	11	at	at	ADP
ajbmeb-581	57	12	the	the	DET
ajbmeb-581	57	13	10	10	NUM
ajbmeb-581	57	14	%	%	NOUN
ajbmeb-581	57	15	;	;	PUNCT
ajbmeb-581	57	16	(	(	PUNCT
ajbmeb-581	57	17	*	*	PUNCT
ajbmeb-581	57	18	*	*	NOUN
ajbmeb-581	57	19	)	)	PUNCT
ajbmeb-581	57	20	significant	significant	ADJ
ajbmeb-581	57	21	at	at	ADP
ajbmeb-581	57	22	the	the	DET
ajbmeb-581	57	23	5	5	NUM
ajbmeb-581	57	24	%	%	NOUN
ajbmeb-581	57	25	;	;	PUNCT
ajbmeb-581	57	26	(	(	PUNCT
ajbmeb-581	57	27	*	*	PUNCT
ajbmeb-581	57	28	*	*	PUNCT
ajbmeb-581	57	29	*	*	NOUN
ajbmeb-581	57	30	)	)	PUNCT
ajbmeb-581	57	31	significant	significant	ADJ
ajbmeb-581	57	32	at	at	ADP
ajbmeb-581	57	33	the	the	DET
ajbmeb-581	57	34	1	1	NUM
ajbmeb-581	57	35	%	%	NOUN
ajbmeb-581	57	36	and	and	CCONJ
ajbmeb-581	57	37	(	(	PUNCT
ajbmeb-581	57	38	no	no	NOUN
ajbmeb-581	57	39	)	)	PUNCT
ajbmeb-581	57	40	not	not	PART
ajbmeb-581	57	41	significant	significant	ADJ
ajbmeb-581	57	42	b	b	NOUN
ajbmeb-581	57	43	:	:	PUNCT
ajbmeb-581	57	44	lag	lag	NOUN
ajbmeb-581	57	45	length	length	NOUN
ajbmeb-581	57	46	based	base	VERB
ajbmeb-581	57	47	on	on	ADP
ajbmeb-581	57	48	sic	sic	ADJ
ajbmeb-581	57	49	c	c	NOUN
ajbmeb-581	57	50	:	:	PUNCT
ajbmeb-581	57	51	probability	probability	NOUN
ajbmeb-581	57	52	based	base	VERB
ajbmeb-581	57	53	on	on	ADP
ajbmeb-581	57	54	mackinnon	mackinnon	PROPN
ajbmeb-581	57	55	(	(	PUNCT
ajbmeb-581	57	56	1996	1996	NUM
ajbmeb-581	57	57	)	)	PUNCT
ajbmeb-581	57	58	one	one	NUM
ajbmeb-581	57	59	-	-	PUNCT
ajbmeb-581	57	60	sided	sided	ADJ
ajbmeb-581	57	61	p	p	NOUN
ajbmeb-581	57	62	-	-	PUNCT
ajbmeb-581	57	63	values	value	NOUN
ajbmeb-581	57	64	.	.	PUNCT
ajbmeb-581	58	1	source	source	NOUN
ajbmeb-581	58	2	:	:	PUNCT
ajbmeb-581	58	3	from	from	ADP
ajbmeb-581	58	4	eviews	eviews	PROPN
ajbmeb-581	58	5	12	12	NUM
ajbmeb-581	58	6	third	third	ADJ
ajbmeb-581	58	7	:	:	PUNCT
ajbmeb-581	58	8	diagnostic	diagnostic	ADJ
ajbmeb-581	58	9	tests	test	NOUN
ajbmeb-581	58	10	1	1	NUM
ajbmeb-581	58	11	-	-	NUM
ajbmeb-581	58	12	the	the	DET
ajbmeb-581	58	13	problem	problem	NOUN
ajbmeb-581	58	14	of	of	ADP
ajbmeb-581	58	15	autocorrelation	autocorrelation	NOUN
ajbmeb-581	58	16	:	:	PUNCT
ajbmeb-581	58	17	one	one	NUM
ajbmeb-581	58	18	of	of	ADP
ajbmeb-581	58	19	the	the	DET
ajbmeb-581	58	20	problems	problem	NOUN
ajbmeb-581	58	21	facing	face	VERB
ajbmeb-581	58	22	multiple	multiple	ADJ
ajbmeb-581	58	23	regression	regression	NOUN
ajbmeb-581	58	24	is	be	AUX
ajbmeb-581	58	25	the	the	DET
ajbmeb-581	58	26	lack	lack	NOUN
ajbmeb-581	58	27	of	of	ADP
ajbmeb-581	58	28	self	self	NOUN
ajbmeb-581	58	29	-	-	PUNCT
ajbmeb-581	58	30	correlation	correlation	NOUN
ajbmeb-581	58	31	between	between	ADP
ajbmeb-581	58	32	the	the	DET
ajbmeb-581	58	33	values	value	NOUN
ajbmeb-581	58	34	of	of	ADP
ajbmeb-581	58	35	the	the	DET
ajbmeb-581	58	36	random	random	ADJ
ajbmeb-581	58	37	variable	variable	NOUN
ajbmeb-581	58	38	(	(	PUNCT
ajbmeb-581	58	39	ut	ut	PROPN
ajbmeb-581	58	40	)	)	PUNCT
ajbmeb-581	58	41	in	in	ADP
ajbmeb-581	58	42	year	year	NOUN
ajbmeb-581	58	43	(	(	PUNCT
ajbmeb-581	58	44	t	t	PROPN
ajbmeb-581	58	45	)	)	PUNCT
ajbmeb-581	58	46	and	and	CCONJ
ajbmeb-581	58	47	its	its	PRON
ajbmeb-581	58	48	value	value	NOUN
ajbmeb-581	58	49	in	in	ADP
ajbmeb-581	58	50	other	other	ADJ
ajbmeb-581	58	51	years	year	NOUN
ajbmeb-581	58	52	,	,	PUNCT
ajbmeb-581	58	53	whether	whether	SCONJ
ajbmeb-581	58	54	previous	previous	ADJ
ajbmeb-581	58	55	or	or	CCONJ
ajbmeb-581	58	56	subsequent	subsequent	ADJ
ajbmeb-581	58	57	,	,	PUNCT
ajbmeb-581	58	58	meaning	mean	VERB
ajbmeb-581	58	59	that	that	SCONJ
ajbmeb-581	58	60	the	the	DET
ajbmeb-581	58	61	values	value	NOUN
ajbmeb-581	58	62	are	be	AUX
ajbmeb-581	58	63	independent	independent	ADJ
ajbmeb-581	58	64	and	and	CCONJ
ajbmeb-581	58	65	agency	agency	NOUN
ajbmeb-581	58	66	.	.	PUNCT
ajbmeb-581	59	1	(	(	PUNCT
ajbmeb-581	59	2	baltagi	baltagi	NOUN
ajbmeb-581	59	3	:	:	PUNCT
ajbmeb-581	59	4	2011	2011	NUM
ajbmeb-581	59	5	,	,	PUNCT
ajbmeb-581	59	6	212	212	NUM
ajbmeb-581	59	7	)	)	PUNCT
ajbmeb-581	59	8	american	american	ADJ
ajbmeb-581	59	9	journal	journal	PROPN
ajbmeb-581	59	10	of	of	ADP
ajbmeb-581	59	11	business	business	NOUN
ajbmeb-581	59	12	management	management	NOUN
ajbmeb-581	59	13	,	,	PUNCT
ajbmeb-581	59	14	economics	economic	NOUN
ajbmeb-581	59	15	and	and	CCONJ
ajbmeb-581	59	16	banking	banking	NOUN
ajbmeb-581	59	17	volume	volume	NOUN
ajbmeb-581	59	18	11	11	NUM
ajbmeb-581	59	19	april	april	PROPN
ajbmeb-581	59	20	,	,	PUNCT
ajbmeb-581	59	21	2023	2023	NUM
ajbmeb-581	59	22	p	p	NOUN
ajbmeb-581	59	23	a	a	DET
ajbmeb-581	59	24	g	g	NOUN
ajbmeb-581	59	25	e	e	NOUN
ajbmeb-581	59	26	|	|	ADV
ajbmeb-581	59	27	21	21	NUM
ajbmeb-581	59	28	www.americanjournal.org	www.americanjournal.org	PROPN
ajbmeb-581	59	29	𝑪𝑶𝑽(𝑼𝒕	𝑪𝑶𝑽(𝑼𝒕	PROPN
ajbmeb-581	59	30	,	,	PUNCT
ajbmeb-581	59	31	𝑼𝒕−𝒔	𝑼𝒕−𝒔	NOUN
ajbmeb-581	59	32	)	)	PUNCT
ajbmeb-581	59	33	=	=	SYM
ajbmeb-581	59	34	𝟎	𝟎	NOUN
ajbmeb-581	59	35	…	…	PUNCT
ajbmeb-581	59	36	…	…	PUNCT
ajbmeb-581	59	37	…	…	PUNCT
ajbmeb-581	59	38	…	…	PUNCT
ajbmeb-581	59	39	…	…	PUNCT
ajbmeb-581	59	40	…	…	PUNCT
ajbmeb-581	59	41	…	…	PUNCT
ajbmeb-581	59	42	.	.	PUNCT
ajbmeb-581	59	43	.	.	PUNCT
ajbmeb-581	60	1	(	(	PUNCT
ajbmeb-581	60	2	𝟔	𝟔	NUM
ajbmeb-581	60	3	)	)	PUNCT
ajbmeb-581	60	4	,	,	PUNCT
ajbmeb-581	60	5	(	(	PUNCT
ajbmeb-581	60	6	𝒕	𝒕	NOUN
ajbmeb-581	60	7	=	=	SYM
ajbmeb-581	60	8	𝟏	𝟏	PROPN
ajbmeb-581	60	9	,	,	PUNCT
ajbmeb-581	60	10	𝟐	𝟐	NUM
ajbmeb-581	60	11	,	,	PUNCT
ajbmeb-581	60	12	…	…	PUNCT
ajbmeb-581	60	13	.	.	PUNCT
ajbmeb-581	60	14	.	.	PUNCT
ajbmeb-581	61	1	𝒏	𝒏	AUX
ajbmeb-581	61	2	)	)	PUNCT
ajbmeb-581	61	3	it	it	PRON
ajbmeb-581	61	4	means	mean	VERB
ajbmeb-581	61	5	that	that	SCONJ
ajbmeb-581	61	6	the	the	DET
ajbmeb-581	61	7	phenomenon	phenomenon	NOUN
ajbmeb-581	61	8	under	under	ADP
ajbmeb-581	61	9	study	study	NOUN
ajbmeb-581	61	10	in	in	ADP
ajbmeb-581	61	11	the	the	DET
ajbmeb-581	61	12	year	year	NOUN
ajbmeb-581	61	13	(	(	PUNCT
ajbmeb-581	61	14	t	t	NOUN
ajbmeb-581	61	15	)	)	PUNCT
ajbmeb-581	61	16	does	do	AUX
ajbmeb-581	61	17	not	not	PART
ajbmeb-581	61	18	affect	affect	VERB
ajbmeb-581	61	19	the	the	DET
ajbmeb-581	61	20	phenomenon	phenomenon	NOUN
ajbmeb-581	61	21	in	in	ADP
ajbmeb-581	61	22	the	the	DET
ajbmeb-581	61	23	previous	previous	ADJ
ajbmeb-581	61	24	year	year	NOUN
ajbmeb-581	61	25	(	(	PUNCT
ajbmeb-581	61	26	t-1	t-1	PROPN
ajbmeb-581	61	27	)	)	PUNCT
ajbmeb-581	61	28	,	,	PUNCT
ajbmeb-581	61	29	or	or	CCONJ
ajbmeb-581	61	30	the	the	DET
ajbmeb-581	61	31	phenomenon	phenomenon	NOUN
ajbmeb-581	61	32	in	in	ADP
ajbmeb-581	61	33	the	the	DET
ajbmeb-581	61	34	subsequent	subsequent	ADJ
ajbmeb-581	61	35	year	year	NOUN
ajbmeb-581	61	36	(	(	PUNCT
ajbmeb-581	61	37	t	t	NOUN
ajbmeb-581	61	38	+	+	NOUN
ajbmeb-581	61	39	1	1	NUM
ajbmeb-581	61	40	)	)	PUNCT
ajbmeb-581	61	41	,	,	PUNCT
ajbmeb-581	61	42	while	while	SCONJ
ajbmeb-581	61	43	the	the	DET
ajbmeb-581	61	44	reality	reality	NOUN
ajbmeb-581	61	45	shows	show	VERB
ajbmeb-581	61	46	otherwise	otherwise	ADV
ajbmeb-581	61	47	and	and	CCONJ
ajbmeb-581	61	48	the	the	DET
ajbmeb-581	61	49	error	error	NOUN
ajbmeb-581	61	50	limit	limit	NOUN
ajbmeb-581	61	51	of	of	ADP
ajbmeb-581	61	52	the	the	DET
ajbmeb-581	61	53	random	random	ADJ
ajbmeb-581	61	54	variable	variable	NOUN
ajbmeb-581	61	55	in	in	ADP
ajbmeb-581	61	56	a	a	DET
ajbmeb-581	61	57	certain	certain	ADJ
ajbmeb-581	61	58	period	period	NOUN
ajbmeb-581	61	59	has	have	VERB
ajbmeb-581	61	60	a	a	DET
ajbmeb-581	61	61	relationship	relationship	NOUN
ajbmeb-581	61	62	with	with	ADP
ajbmeb-581	61	63	another	another	DET
ajbmeb-581	61	64	period	period	NOUN
ajbmeb-581	61	65	of	of	ADP
ajbmeb-581	61	66	time	time	NOUN
ajbmeb-581	61	67	,	,	PUNCT
ajbmeb-581	61	68	and	and	CCONJ
ajbmeb-581	61	69	the	the	DET
ajbmeb-581	61	70	problem	problem	NOUN
ajbmeb-581	61	71	of	of	ADP
ajbmeb-581	61	72	autocorrelation	autocorrelation	NOUN
ajbmeb-581	61	73	appears	appear	VERB
ajbmeb-581	61	74	because	because	SCONJ
ajbmeb-581	61	75	there	there	PRON
ajbmeb-581	61	76	are	be	VERB
ajbmeb-581	61	77	reasons	reason	NOUN
ajbmeb-581	61	78	for	for	ADP
ajbmeb-581	61	79	it	it	PRON
ajbmeb-581	61	80	.	.	PUNCT
ajbmeb-581	62	1	(	(	PUNCT
ajbmeb-581	62	2	bakhit	bakhit	PROPN
ajbmeb-581	62	3	&	&	CCONJ
ajbmeb-581	62	4	fathallah	fathallah	PROPN
ajbmeb-581	62	5	:	:	PUNCT
ajbmeb-581	62	6	2014	2014	NUM
ajbmeb-581	62	7	,	,	PUNCT
ajbmeb-581	62	8	189	189	NUM
ajbmeb-581	62	9	)	)	PUNCT
ajbmeb-581	62	10	aextended	aextende	VERB
ajbmeb-581	62	11	effects	effect	NOUN
ajbmeb-581	62	12	of	of	ADP
ajbmeb-581	62	13	time	time	NOUN
ajbmeb-581	62	14	series	series	PROPN
ajbmeb-581	62	15	data	data	VERB
ajbmeb-581	62	16	bthe	bthe	DET
ajbmeb-581	62	17	process	process	NOUN
ajbmeb-581	62	18	of	of	ADP
ajbmeb-581	62	19	processing	processing	NOUN
ajbmeb-581	62	20	and	and	CCONJ
ajbmeb-581	62	21	refining	refine	VERB
ajbmeb-581	62	22	the	the	DET
ajbmeb-581	62	23	data	datum	NOUN
ajbmeb-581	62	24	and	and	CCONJ
ajbmeb-581	62	25	reducing	reduce	VERB
ajbmeb-581	62	26	the	the	DET
ajbmeb-581	62	27	percentage	percentage	NOUN
ajbmeb-581	62	28	of	of	ADP
ajbmeb-581	62	29	inaccuracy	inaccuracy	NOUN
ajbmeb-581	62	30	in	in	ADP
ajbmeb-581	62	31	it	it	PRON
ajbmeb-581	62	32	.	.	PUNCT
ajbmeb-581	63	1	c	c	AUX
ajbmeb-581	63	2	incorrect	incorrect	ADJ
ajbmeb-581	63	3	formulation	formulation	NOUN
ajbmeb-581	63	4	of	of	ADP
ajbmeb-581	63	5	the	the	DET
ajbmeb-581	63	6	model	model	NOUN
ajbmeb-581	63	7	,	,	PUNCT
ajbmeb-581	63	8	which	which	PRON
ajbmeb-581	63	9	leads	lead	VERB
ajbmeb-581	63	10	to	to	ADP
ajbmeb-581	63	11	distortion	distortion	NOUN
ajbmeb-581	63	12	of	of	ADP
ajbmeb-581	63	13	the	the	DET
ajbmeb-581	63	14	form	form	NOUN
ajbmeb-581	63	15	of	of	ADP
ajbmeb-581	63	16	the	the	DET
ajbmeb-581	63	17	functional	functional	ADJ
ajbmeb-581	63	18	relationship	relationship	NOUN
ajbmeb-581	63	19	between	between	ADP
ajbmeb-581	63	20	the	the	DET
ajbmeb-581	63	21	variables	variable	NOUN
ajbmeb-581	63	22	under	under	ADP
ajbmeb-581	63	23	study	study	NOUN
ajbmeb-581	63	24	.	.	PUNCT
ajbmeb-581	64	1	d	d	X
ajbmeb-581	64	2	omitting	omit	VERB
ajbmeb-581	64	3	the	the	DET
ajbmeb-581	64	4	independent	independent	ADJ
ajbmeb-581	64	5	variables	variable	NOUN
ajbmeb-581	64	6	that	that	PRON
ajbmeb-581	64	7	are	be	AUX
ajbmeb-581	64	8	difficult	difficult	ADJ
ajbmeb-581	64	9	to	to	PART
ajbmeb-581	64	10	characterize	characterize	VERB
ajbmeb-581	64	11	and	and	CCONJ
ajbmeb-581	64	12	obtaining	obtain	VERB
ajbmeb-581	64	13	accurate	accurate	ADJ
ajbmeb-581	64	14	data	datum	NOUN
ajbmeb-581	64	15	about	about	ADP
ajbmeb-581	64	16	,	,	PUNCT
ajbmeb-581	64	17	leads	lead	VERB
ajbmeb-581	64	18	to	to	ADP
ajbmeb-581	64	19	making	make	VERB
ajbmeb-581	64	20	the	the	DET
ajbmeb-581	64	21	random	random	ADJ
ajbmeb-581	64	22	variable	variable	NOUN
ajbmeb-581	64	23	include	include	VERB
ajbmeb-581	64	24	the	the	DET
ajbmeb-581	64	25	associated	associated	ADJ
ajbmeb-581	64	26	variables	variable	NOUN
ajbmeb-581	64	27	,	,	PUNCT
ajbmeb-581	64	28	and	and	CCONJ
ajbmeb-581	64	29	then	then	ADV
ajbmeb-581	64	30	(	(	PUNCT
ajbmeb-581	64	31	ut	ut	PROPN
ajbmeb-581	64	32	)	)	PUNCT
ajbmeb-581	64	33	not	not	PART
ajbmeb-581	64	34	only	only	ADV
ajbmeb-581	64	35	reflects	reflect	VERB
ajbmeb-581	64	36	the	the	DET
ajbmeb-581	64	37	random	random	ADJ
ajbmeb-581	64	38	error	error	NOUN
ajbmeb-581	64	39	in	in	ADP
ajbmeb-581	64	40	the	the	DET
ajbmeb-581	64	41	model	model	NOUN
ajbmeb-581	64	42	,	,	PUNCT
ajbmeb-581	64	43	but	but	CCONJ
ajbmeb-581	64	44	reflects	reflect	VERB
ajbmeb-581	64	45	the	the	DET
ajbmeb-581	64	46	omitted	omit	VERB
ajbmeb-581	64	47	variables	variable	NOUN
ajbmeb-581	64	48	.	.	PUNCT
ajbmeb-581	65	1	2	2	NUM
ajbmeb-581	65	2	-	-	PUNCT
ajbmeb-581	65	3	autocorrelation	autocorrelation	NOUN
ajbmeb-581	65	4	test	test	NOUN
ajbmeb-581	65	5	:	:	PUNCT
ajbmeb-581	65	6	there	there	PRON
ajbmeb-581	65	7	are	be	VERB
ajbmeb-581	65	8	many	many	ADJ
ajbmeb-581	65	9	methods	method	NOUN
ajbmeb-581	65	10	for	for	ADP
ajbmeb-581	65	11	analyzing	analyze	VERB
ajbmeb-581	65	12	the	the	DET
ajbmeb-581	65	13	correlation	correlation	NOUN
ajbmeb-581	65	14	between	between	ADP
ajbmeb-581	65	15	variables	variable	NOUN
ajbmeb-581	65	16	and	and	CCONJ
ajbmeb-581	65	17	detecting	detect	VERB
ajbmeb-581	65	18	the	the	DET
ajbmeb-581	65	19	problem	problem	NOUN
ajbmeb-581	65	20	of	of	ADP
ajbmeb-581	65	21	self	self	NOUN
ajbmeb-581	65	22	-	-	PUNCT
ajbmeb-581	65	23	correlation	correlation	NOUN
ajbmeb-581	65	24	through	through	ADP
ajbmeb-581	65	25	the	the	DET
ajbmeb-581	65	26	basic	basic	ADJ
ajbmeb-581	65	27	assumptions	assumption	NOUN
ajbmeb-581	65	28	on	on	ADP
ajbmeb-581	65	29	which	which	PRON
ajbmeb-581	65	30	the	the	DET
ajbmeb-581	65	31	multiple	multiple	ADJ
ajbmeb-581	65	32	standard	standard	ADJ
ajbmeb-581	65	33	statistical	statistical	ADJ
ajbmeb-581	65	34	model	model	NOUN
ajbmeb-581	65	35	is	be	AUX
ajbmeb-581	65	36	based	base	VERB
ajbmeb-581	65	37	.	.	PUNCT
ajbmeb-581	66	1	(	(	PUNCT
ajbmeb-581	66	2	granger	granger	PROPN
ajbmeb-581	66	3	&	&	CCONJ
ajbmeb-581	66	4	newbold	newbold	PROPN
ajbmeb-581	66	5	:	:	PUNCT
ajbmeb-581	66	6	2017	2017	NUM
ajbmeb-581	66	7	,	,	PUNCT
ajbmeb-581	66	8	121	121	NUM
ajbmeb-581	66	9	)	)	PUNCT
ajbmeb-581	66	10	meaning	mean	VERB
ajbmeb-581	66	11	that	that	SCONJ
ajbmeb-581	66	12	the	the	DET
ajbmeb-581	66	13	values	value	NOUN
ajbmeb-581	66	14	of	of	ADP
ajbmeb-581	66	15	the	the	DET
ajbmeb-581	66	16	random	random	ADJ
ajbmeb-581	66	17	variable	variable	NOUN
ajbmeb-581	66	18	are	be	AUX
ajbmeb-581	66	19	independent	independent	ADJ
ajbmeb-581	66	20	and	and	CCONJ
ajbmeb-581	66	21	express	express	VERB
ajbmeb-581	66	22	equality	equality	NOUN
ajbmeb-581	66	23	in	in	ADP
ajbmeb-581	66	24	the	the	DET
ajbmeb-581	66	25	covariance	covariance	NOUN
ajbmeb-581	66	26	of	of	ADP
ajbmeb-581	66	27	successive	successive	ADJ
ajbmeb-581	66	28	errors	error	NOUN
ajbmeb-581	66	29	,	,	PUNCT
ajbmeb-581	66	30	which	which	PRON
ajbmeb-581	66	31	is	be	AUX
ajbmeb-581	66	32	evidence	evidence	NOUN
ajbmeb-581	66	33	of	of	ADP
ajbmeb-581	66	34	the	the	DET
ajbmeb-581	66	35	failure	failure	NOUN
ajbmeb-581	66	36	of	of	ADP
ajbmeb-581	66	37	the	the	DET
ajbmeb-581	66	38	selection	selection	NOUN
ajbmeb-581	66	39	process	process	NOUN
ajbmeb-581	66	40	this	this	PRON
ajbmeb-581	66	41	requires	require	VERB
ajbmeb-581	66	42	re	re	VERB
ajbmeb-581	66	43	-	-	VERB
ajbmeb-581	66	44	evaluating	evaluate	VERB
ajbmeb-581	66	45	the	the	DET
ajbmeb-581	66	46	model.(hashman	model.(hashman	NOUN
ajbmeb-581	66	47	:	:	PUNCT
ajbmeb-581	66	48	2006	2006	NUM
ajbmeb-581	66	49	,	,	PUNCT
ajbmeb-581	66	50	195	195	NUM
ajbmeb-581	66	51	)	)	PUNCT
ajbmeb-581	66	52	after	after	ADP
ajbmeb-581	66	53	conducting	conduct	VERB
ajbmeb-581	66	54	the	the	DET
ajbmeb-581	66	55	lm	lm	ADJ
ajbmeb-581	66	56	tests	test	NOUN
ajbmeb-581	66	57	on	on	ADP
ajbmeb-581	66	58	the	the	DET
ajbmeb-581	66	59	model	model	NOUN
ajbmeb-581	66	60	,	,	PUNCT
ajbmeb-581	66	61	it	it	PRON
ajbmeb-581	66	62	was	be	AUX
ajbmeb-581	66	63	found	find	VERB
ajbmeb-581	66	64	that	that	SCONJ
ajbmeb-581	66	65	it	it	PRON
ajbmeb-581	66	66	does	do	AUX
ajbmeb-581	66	67	not	not	PART
ajbmeb-581	66	68	suffer	suffer	VERB
ajbmeb-581	66	69	from	from	ADP
ajbmeb-581	66	70	self	self	NOUN
ajbmeb-581	66	71	-	-	PUNCT
ajbmeb-581	66	72	correlation	correlation	NOUN
ajbmeb-581	66	73	and	and	CCONJ
ajbmeb-581	66	74	that	that	SCONJ
ajbmeb-581	66	75	the	the	DET
ajbmeb-581	66	76	probability	probability	NOUN
ajbmeb-581	66	77	value	value	NOUN
ajbmeb-581	66	78	was	be	AUX
ajbmeb-581	66	79	greater	great	ADJ
ajbmeb-581	66	80	than	than	ADP
ajbmeb-581	66	81	(	(	PUNCT
ajbmeb-581	66	82	5	5	NUM
ajbmeb-581	66	83	%	%	NOUN
ajbmeb-581	66	84	)	)	PUNCT
ajbmeb-581	66	85	,	,	PUNCT
ajbmeb-581	66	86	meaning	mean	VERB
ajbmeb-581	66	87	that	that	SCONJ
ajbmeb-581	66	88	it	it	PRON
ajbmeb-581	66	89	is	be	AUX
ajbmeb-581	66	90	not	not	PART
ajbmeb-581	66	91	significant	significant	ADJ
ajbmeb-581	66	92	,	,	PUNCT
ajbmeb-581	66	93	which	which	PRON
ajbmeb-581	66	94	prompts	prompt	VERB
ajbmeb-581	66	95	the	the	DET
ajbmeb-581	66	96	researchers	researcher	NOUN
ajbmeb-581	66	97	to	to	PART
ajbmeb-581	66	98	accept	accept	VERB
ajbmeb-581	66	99	the	the	DET
ajbmeb-581	66	100	null	null	ADJ
ajbmeb-581	66	101	hypothesis	hypothesis	NOUN
ajbmeb-581	66	102	,	,	PUNCT
ajbmeb-581	66	103	i.e.	i.e.	X
ajbmeb-581	66	104	gross	gross	ADJ
ajbmeb-581	66	105	domestic	domestic	ADJ
ajbmeb-581	66	106	product	product	NOUN
ajbmeb-581	66	107	(	(	PUNCT
ajbmeb-581	66	108	gdp	gdp	NOUN
ajbmeb-581	66	109	)	)	PUNCT
ajbmeb-581	66	110	and	and	CCONJ
ajbmeb-581	66	111	cash	cash	NOUN
ajbmeb-581	66	112	credit	credit	NOUN
ajbmeb-581	66	113	(	(	PUNCT
ajbmeb-581	66	114	cc	cc	NOUN
ajbmeb-581	66	115	)	)	PUNCT
ajbmeb-581	66	116	and	and	CCONJ
ajbmeb-581	66	117	bank	bank	NOUN
ajbmeb-581	66	118	deposits	deposit	NOUN
ajbmeb-581	66	119	(	(	PUNCT
ajbmeb-581	66	120	bd	bd	NOUN
ajbmeb-581	66	121	)	)	PUNCT
ajbmeb-581	66	122	do	do	AUX
ajbmeb-581	66	123	not	not	PART
ajbmeb-581	66	124	suffer	suffer	VERB
ajbmeb-581	66	125	from	from	ADP
ajbmeb-581	66	126	autocorrelation	autocorrelation	NOUN
ajbmeb-581	66	127	as	as	ADP
ajbmeb-581	66	128	in	in	ADP
ajbmeb-581	66	129	table	table	NOUN
ajbmeb-581	66	130	(	(	PUNCT
ajbmeb-581	66	131	3	3	NUM
ajbmeb-581	66	132	)	)	PUNCT
ajbmeb-581	66	133	.	.	PUNCT
ajbmeb-581	67	1	table	table	NOUN
ajbmeb-581	67	2	(	(	PUNCT
ajbmeb-581	67	3	3	3	X
ajbmeb-581	67	4	)	)	PUNCT
ajbmeb-581	67	5	autocorrelation	autocorrelation	NOUN
ajbmeb-581	67	6	test	test	NOUN
ajbmeb-581	67	7	residual	residual	ADJ
ajbmeb-581	67	8	serial	serial	ADJ
ajbmeb-581	67	9	correlation	correlation	NOUN
ajbmeb-581	67	10	lm	lm	NOUN
ajbmeb-581	67	11	tests	test	VERB
ajbmeb-581	67	12	date	date	NOUN
ajbmeb-581	67	13	:	:	PUNCT
ajbmeb-581	67	14	03/30/23	03/30/23	PROPN
ajbmeb-581	67	15	time	time	NOUN
ajbmeb-581	67	16	:	:	PUNCT
ajbmeb-581	67	17	12:03	12:03	NUM
ajbmeb-581	67	18	sample	sample	NOUN
ajbmeb-581	67	19	:	:	PUNCT
ajbmeb-581	67	20	2005	2005	NUM
ajbmeb-581	67	21	2020	2020	NUM
ajbmeb-581	67	22	included	include	VERB
ajbmeb-581	67	23	observations	observation	NOUN
ajbmeb-581	67	24	:	:	PUNCT
ajbmeb-581	67	25	16	16	NUM
ajbmeb-581	67	26	null	null	ADJ
ajbmeb-581	67	27	hypothesis	hypothesis	NOUN
ajbmeb-581	67	28	:	:	PUNCT
ajbmeb-581	67	29	no	no	DET
ajbmeb-581	67	30	serial	serial	ADJ
ajbmeb-581	67	31	correlation	correlation	NOUN
ajbmeb-581	67	32	at	at	ADP
ajbmeb-581	67	33	lag	lag	NOUN
ajbmeb-581	67	34	h	h	PROPN
ajbmeb-581	67	35	prob	prob	PROPN
ajbmeb-581	67	36	.	.	PUNCT
ajbmeb-581	68	1	lre	lre	PROPN
ajbmeb-581	69	1	*	*	PUNCT
ajbmeb-581	69	2	stat	stat	PROPN
ajbmeb-581	69	3	df	df	PROPN
ajbmeb-581	69	4	prob	prob	PROPN
ajbmeb-581	69	5	.	.	PUNCT
ajbmeb-581	70	1	rao	rao	PROPN
ajbmeb-581	70	2	f	f	NOUN
ajbmeb-581	70	3	-	-	PUNCT
ajbmeb-581	70	4	stat	stat	PROPN
ajbmeb-581	70	5	df	df	PROPN
ajbmeb-581	70	6	lag	lag	VERB
ajbmeb-581	70	7	0.7802	0.7802	NUM
ajbmeb-581	70	8	5.551003	5.551003	NUM
ajbmeb-581	70	9	9	9	NUM
ajbmeb-581	70	10	0.7828	0.7828	NUM
ajbmeb-581	70	11	0.61002	0.61002	NUM
ajbmeb-581	70	12	(	(	PUNCT
ajbmeb-581	70	13	9	9	NUM
ajbmeb-581	70	14	,	,	PUNCT
ajbmeb-581	70	15	75.6	75.6	NUM
ajbmeb-581	70	16	)	)	PUNCT
ajbmeb-581	70	17	1	1	NUM
ajbmeb-581	70	18	0.9761	0.9761	NUM
ajbmeb-581	70	19	2.661792	2.661792	NUM
ajbmeb-581	70	20	9	9	NUM
ajbmeb-581	70	21	0.9783	0.9783	NUM
ajbmeb-581	70	22	0.28763	0.28763	NUM
ajbmeb-581	70	23	(	(	PUNCT
ajbmeb-581	70	24	9	9	NUM
ajbmeb-581	70	25	,	,	PUNCT
ajbmeb-581	70	26	75.6	75.6	NUM
ajbmeb-581	70	27	)	)	SYM
ajbmeb-581	70	28	2	2	NUM
ajbmeb-581	70	29	null	null	ADJ
ajbmeb-581	70	30	hypothesis	hypothesis	NOUN
ajbmeb-581	70	31	:	:	PUNCT
ajbmeb-581	70	32	no	no	DET
ajbmeb-581	70	33	serial	serial	ADJ
ajbmeb-581	70	34	correlation	correlation	NOUN
ajbmeb-581	70	35	at	at	ADP
ajbmeb-581	70	36	lags	lag	NOUN
ajbmeb-581	70	37	1	1	NUM
ajbmeb-581	70	38	to	to	ADP
ajbmeb-581	70	39	h	h	PROPN
ajbmeb-581	70	40	prob	prob	PROPN
ajbmeb-581	70	41	.	.	PUNCT
ajbmeb-581	71	1	lre	lre	PROPN
ajbmeb-581	72	1	*	*	PUNCT
ajbmeb-581	72	2	stat	stat	PROPN
ajbmeb-581	72	3	df	df	PROPN
ajbmeb-581	72	4	prob	prob	PROPN
ajbmeb-581	72	5	.	.	PUNCT
ajbmeb-581	73	1	rao	rao	PROPN
ajbmeb-581	73	2	f	f	NOUN
ajbmeb-581	73	3	-	-	PUNCT
ajbmeb-581	73	4	stat	stat	PROPN
ajbmeb-581	73	5	df	df	PROPN
ajbmeb-581	73	6	lag	lag	VERB
ajbmeb-581	73	7	0.7893	0.7893	NUM
ajbmeb-581	73	8	5.551971	5.551971	NUM
ajbmeb-581	73	9	9	9	NUM
ajbmeb-581	73	10	0.7819	0.7819	NUM
ajbmeb-581	73	11	0.610771	0.610771	NUM
ajbmeb-581	73	12	(	(	PUNCT
ajbmeb-581	73	13	9	9	NUM
ajbmeb-581	73	14	,	,	PUNCT
ajbmeb-581	73	15	75.6	75.6	NUM
ajbmeb-581	73	16	)	)	PUNCT
ajbmeb-581	73	17	1	1	NUM
ajbmeb-581	73	18	0.7248	0.7248	NUM
ajbmeb-581	73	19	14.18040	14.18040	NUM
ajbmeb-581	73	20	18	18	NUM
ajbmeb-581	73	21	0.7105	0.7105	NUM
ajbmeb-581	73	22	0.777057	0.777057	NUM
ajbmeb-581	73	23	(	(	PUNCT
ajbmeb-581	73	24	18	18	NUM
ajbmeb-581	73	25	,	,	PUNCT
ajbmeb-581	73	26	79.7	79.7	NUM
ajbmeb-581	73	27	)	)	PUNCT
ajbmeb-581	73	28	2	2	NUM
ajbmeb-581	73	29	*	*	PROPN
ajbmeb-581	73	30	edgeworth	edgeworth	PROPN
ajbmeb-581	73	31	expansion	expansion	NOUN
ajbmeb-581	73	32	corrected	correct	VERB
ajbmeb-581	73	33	likelihood	likelihood	NOUN
ajbmeb-581	73	34	ratio	ratio	NOUN
ajbmeb-581	73	35	statistic	statistic	NOUN
ajbmeb-581	73	36	.	.	PUNCT
ajbmeb-581	74	1	source	source	NOUN
ajbmeb-581	74	2	:	:	PUNCT
ajbmeb-581	74	3	from	from	ADP
ajbmeb-581	74	4	eviews	eviews	PROPN
ajbmeb-581	74	5	12	12	NUM
ajbmeb-581	74	6	american	american	ADJ
ajbmeb-581	74	7	journal	journal	PROPN
ajbmeb-581	74	8	of	of	ADP
ajbmeb-581	74	9	business	business	NOUN
ajbmeb-581	74	10	management	management	NOUN
ajbmeb-581	74	11	,	,	PUNCT
ajbmeb-581	74	12	economics	economic	NOUN
ajbmeb-581	74	13	and	and	CCONJ
ajbmeb-581	74	14	banking	banking	NOUN
ajbmeb-581	74	15	volume	volume	NOUN
ajbmeb-581	74	16	11	11	NUM
ajbmeb-581	74	17	april	april	PROPN
ajbmeb-581	74	18	,	,	PUNCT
ajbmeb-581	74	19	2023	2023	NUM
ajbmeb-581	74	20	p	p	NOUN
ajbmeb-581	74	21	a	a	DET
ajbmeb-581	74	22	g	g	NOUN
ajbmeb-581	74	23	e	e	NOUN
ajbmeb-581	74	24	|	|	ADV
ajbmeb-581	74	25	22	22	NUM
ajbmeb-581	74	26	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	74	27	3	3	NUM
ajbmeb-581	74	28	-	-	NUM
ajbmeb-581	74	29	the	the	DET
ajbmeb-581	74	30	problem	problem	NOUN
ajbmeb-581	74	31	of	of	ADP
ajbmeb-581	74	32	consistency	consistency	NOUN
ajbmeb-581	74	33	of	of	ADP
ajbmeb-581	74	34	variance	variance	NOUN
ajbmeb-581	74	35	homogeneity	homogeneity	NOUN
ajbmeb-581	74	36	:	:	PUNCT
ajbmeb-581	74	37	the	the	DET
ajbmeb-581	74	38	hypothesis	hypothesis	NOUN
ajbmeb-581	74	39	of	of	ADP
ajbmeb-581	74	40	stability	stability	NOUN
ajbmeb-581	74	41	of	of	ADP
ajbmeb-581	74	42	the	the	DET
ajbmeb-581	74	43	error	error	NOUN
ajbmeb-581	74	44	limit	limit	NOUN
ajbmeb-581	74	45	is	be	AUX
ajbmeb-581	74	46	unrealistic	unrealistic	ADJ
ajbmeb-581	74	47	to	to	PART
ajbmeb-581	74	48	explain	explain	VERB
ajbmeb-581	74	49	the	the	DET
ajbmeb-581	74	50	capabilities	capability	NOUN
ajbmeb-581	74	51	of	of	ADP
ajbmeb-581	74	52	the	the	DET
ajbmeb-581	74	53	model	model	NOUN
ajbmeb-581	74	54	,	,	PUNCT
ajbmeb-581	74	55	and	and	CCONJ
ajbmeb-581	74	56	it	it	PRON
ajbmeb-581	74	57	is	be	AUX
ajbmeb-581	74	58	difficult	difficult	ADJ
ajbmeb-581	74	59	to	to	PART
ajbmeb-581	74	60	stabilize	stabilize	VERB
ajbmeb-581	74	61	the	the	DET
ajbmeb-581	74	62	variance	variance	NOUN
ajbmeb-581	74	63	of	of	ADP
ajbmeb-581	74	64	the	the	DET
ajbmeb-581	74	65	remainder	remainder	NOUN
ajbmeb-581	74	66	in	in	ADP
ajbmeb-581	74	67	the	the	DET
ajbmeb-581	74	68	regression	regression	NOUN
ajbmeb-581	74	69	equation	equation	NOUN
ajbmeb-581	74	70	,	,	PUNCT
ajbmeb-581	74	71	so	so	SCONJ
ajbmeb-581	74	72	the	the	DET
ajbmeb-581	74	73	problem	problem	NOUN
ajbmeb-581	74	74	of	of	ADP
ajbmeb-581	74	75	inhomogeneity	inhomogeneity	NOUN
ajbmeb-581	74	76	occurs	occur	VERB
ajbmeb-581	74	77	,	,	PUNCT
ajbmeb-581	74	78	and	and	CCONJ
ajbmeb-581	74	79	the	the	DET
ajbmeb-581	74	80	phenomenon	phenomenon	NOUN
ajbmeb-581	74	81	of	of	ADP
ajbmeb-581	74	82	heterogeneity	heterogeneity	NOUN
ajbmeb-581	74	83	of	of	ADP
ajbmeb-581	74	84	variance	variance	NOUN
ajbmeb-581	74	85	affects	affect	VERB
ajbmeb-581	74	86	the	the	DET
ajbmeb-581	74	87	estimates	estimate	NOUN
ajbmeb-581	74	88	under	under	ADP
ajbmeb-581	74	89	study	study	NOUN
ajbmeb-581	74	90	.	.	PUNCT
ajbmeb-581	75	1	the	the	DET
ajbmeb-581	75	2	error	error	NOUN
ajbmeb-581	75	3	(	(	PUNCT
ajbmeb-581	75	4	ui	ui	NOUN
ajbmeb-581	75	5	)	)	PUNCT
ajbmeb-581	75	6	in	in	ADP
ajbmeb-581	75	7	the	the	DET
ajbmeb-581	75	8	regression	regression	NOUN
ajbmeb-581	75	9	model	model	NOUN
ajbmeb-581	75	10	is	be	AUX
ajbmeb-581	75	11	fixed	fix	VERB
ajbmeb-581	75	12	variance	variance	NOUN
ajbmeb-581	75	13	,	,	PUNCT
ajbmeb-581	75	14	which	which	PRON
ajbmeb-581	75	15	means	mean	VERB
ajbmeb-581	75	16	that	that	SCONJ
ajbmeb-581	75	17	there	there	PRON
ajbmeb-581	75	18	is	be	VERB
ajbmeb-581	75	19	a	a	DET
ajbmeb-581	75	20	case	case	NOUN
ajbmeb-581	75	21	of	of	ADP
ajbmeb-581	75	22	homogeneity	homogeneity	NOUN
ajbmeb-581	75	23	of	of	ADP
ajbmeb-581	75	24	variance	variance	NOUN
ajbmeb-581	75	25	,	,	PUNCT
ajbmeb-581	75	26	which	which	PRON
ajbmeb-581	75	27	means	mean	VERB
ajbmeb-581	75	28	that	that	SCONJ
ajbmeb-581	75	29	there	there	PRON
ajbmeb-581	75	30	is	be	VERB
ajbmeb-581	75	31	a	a	DET
ajbmeb-581	75	32	state	state	NOUN
ajbmeb-581	75	33	of	of	ADP
ajbmeb-581	75	34	instability	instability	NOUN
ajbmeb-581	75	35	for	for	ADP
ajbmeb-581	75	36	variance	variance	NOUN
ajbmeb-581	75	37	,	,	PUNCT
ajbmeb-581	75	38	which	which	PRON
ajbmeb-581	75	39	is	be	AUX
ajbmeb-581	75	40	that	that	SCONJ
ajbmeb-581	75	41	the	the	DET
ajbmeb-581	75	42	estimators	estimator	NOUN
ajbmeb-581	75	43	represent	represent	VERB
ajbmeb-581	75	44	the	the	DET
ajbmeb-581	75	45	best	good	ADJ
ajbmeb-581	75	46	linear	linear	ADJ
ajbmeb-581	75	47	estimators	estimator	NOUN
ajbmeb-581	75	48	of	of	ADP
ajbmeb-581	75	49	the	the	DET
ajbmeb-581	75	50	model	model	NOUN
ajbmeb-581	75	51	and	and	CCONJ
ajbmeb-581	75	52	are	be	AUX
ajbmeb-581	75	53	unbiased	unbiased	ADJ
ajbmeb-581	75	54	,	,	PUNCT
ajbmeb-581	75	55	and	and	CCONJ
ajbmeb-581	75	56	it	it	PRON
ajbmeb-581	75	57	is	be	AUX
ajbmeb-581	75	58	called	call	VERB
ajbmeb-581	75	59	(	(	PUNCT
ajbmeb-581	75	60	heteroscedasticity	heteroscedasticity	NOUN
ajbmeb-581	75	61	)	)	PUNCT
ajbmeb-581	75	62	,	,	PUNCT
ajbmeb-581	75	63	which	which	PRON
ajbmeb-581	75	64	is	be	AUX
ajbmeb-581	75	65	the	the	DET
ajbmeb-581	75	66	opposite	opposite	ADJ
ajbmeb-581	75	67	case	case	NOUN
ajbmeb-581	75	68	of	of	ADP
ajbmeb-581	75	69	the	the	DET
ajbmeb-581	75	70	first	first	ADJ
ajbmeb-581	75	71	case	case	NOUN
ajbmeb-581	75	72	.	.	PUNCT
ajbmeb-581	76	1	(	(	PUNCT
ajbmeb-581	76	2	pindyck	pindyck	ADJ
ajbmeb-581	76	3	,	,	PUNCT
ajbmeb-581	76	4	&	&	CCONJ
ajbmeb-581	76	5	rubinfeld	rubinfeld	PROPN
ajbmeb-581	76	6	:	:	PUNCT
ajbmeb-581	76	7	2004	2004	NUM
ajbmeb-581	76	8	,	,	PUNCT
ajbmeb-581	76	9	581	581	NUM
ajbmeb-581	76	10	)	)	PUNCT
ajbmeb-581	77	1	so	so	ADV
ajbmeb-581	77	2	if	if	SCONJ
ajbmeb-581	77	3	the	the	DET
ajbmeb-581	77	4	imposition	imposition	NOUN
ajbmeb-581	77	5	of	of	ADP
ajbmeb-581	77	6	homogeneity	homogeneity	NOUN
ajbmeb-581	77	7	of	of	ADP
ajbmeb-581	77	8	variance	variance	NOUN
ajbmeb-581	77	9	was	be	AUX
ajbmeb-581	77	10	not	not	PART
ajbmeb-581	77	11	achieved	achieve	VERB
ajbmeb-581	77	12	in	in	ADP
ajbmeb-581	77	13	the	the	DET
ajbmeb-581	77	14	error	error	NOUN
ajbmeb-581	77	15	limit	limit	NOUN
ajbmeb-581	77	16	,	,	PUNCT
ajbmeb-581	77	17	as	as	SCONJ
ajbmeb-581	77	18	this	this	PRON
ajbmeb-581	77	19	means	mean	VERB
ajbmeb-581	77	20	the	the	DET
ajbmeb-581	77	21	inability	inability	NOUN
ajbmeb-581	77	22	to	to	PART
ajbmeb-581	77	23	estimate	estimate	VERB
ajbmeb-581	77	24	the	the	DET
ajbmeb-581	77	25	parameters	parameter	NOUN
ajbmeb-581	77	26	at	at	ADP
ajbmeb-581	77	27	a	a	DET
ajbmeb-581	77	28	significant	significant	ADJ
ajbmeb-581	77	29	level	level	NOUN
ajbmeb-581	77	30	and	and	CCONJ
ajbmeb-581	77	31	with	with	ADP
ajbmeb-581	77	32	the	the	DET
ajbmeb-581	77	33	least	least	ADJ
ajbmeb-581	77	34	variances	variance	NOUN
ajbmeb-581	77	35	.	.	PUNCT
ajbmeb-581	78	1	one	one	NUM
ajbmeb-581	78	2	of	of	ADP
ajbmeb-581	78	3	the	the	DET
ajbmeb-581	78	4	negative	negative	ADJ
ajbmeb-581	78	5	results	result	NOUN
ajbmeb-581	78	6	of	of	ADP
ajbmeb-581	78	7	the	the	DET
ajbmeb-581	78	8	problem	problem	NOUN
ajbmeb-581	78	9	is	be	AUX
ajbmeb-581	78	10	heterogeneity	heterogeneity	ADJ
ajbmeb-581	78	11	.	.	PUNCT
ajbmeb-581	79	1	the	the	DET
ajbmeb-581	79	2	prediction	prediction	NOUN
ajbmeb-581	79	3	is	be	AUX
ajbmeb-581	79	4	in	in	ADP
ajbmeb-581	79	5	the	the	DET
ajbmeb-581	79	6	dependent	dependent	ADJ
ajbmeb-581	79	7	variable	variable	NOUN
ajbmeb-581	79	8	or	or	CCONJ
ajbmeb-581	79	9	the	the	DET
ajbmeb-581	79	10	independent	independent	ADJ
ajbmeb-581	79	11	variables	variable	NOUN
ajbmeb-581	79	12	by	by	ADP
ajbmeb-581	79	13	relying	rely	VERB
ajbmeb-581	79	14	on	on	ADP
ajbmeb-581	79	15	the	the	DET
ajbmeb-581	79	16	estimators	estimator	NOUN
ajbmeb-581	79	17	and	and	CCONJ
ajbmeb-581	79	18	their	their	PRON
ajbmeb-581	79	19	flexibility	flexibility	NOUN
ajbmeb-581	79	20	,	,	PUNCT
ajbmeb-581	79	21	that	that	ADV
ajbmeb-581	79	22	is	is	ADV
ajbmeb-581	79	23	,	,	PUNCT
ajbmeb-581	79	24	the	the	DET
ajbmeb-581	79	25	prediction	prediction	NOUN
ajbmeb-581	79	26	is	be	AUX
ajbmeb-581	79	27	insignificant	insignificant	ADJ
ajbmeb-581	79	28	and	and	CCONJ
ajbmeb-581	79	29	inefficient	inefficient	ADJ
ajbmeb-581	79	30	.	.	PUNCT
ajbmeb-581	80	1	because	because	SCONJ
ajbmeb-581	80	2	the	the	DET
ajbmeb-581	80	3	prediction	prediction	NOUN
ajbmeb-581	80	4	includes	include	VERB
ajbmeb-581	80	5	the	the	DET
ajbmeb-581	80	6	variance	variance	NOUN
ajbmeb-581	80	7	of	of	ADP
ajbmeb-581	80	8	the	the	DET
ajbmeb-581	80	9	error	error	NOUN
ajbmeb-581	80	10	term	term	NOUN
ajbmeb-581	80	11	(	(	PUNCT
ajbmeb-581	80	12	ui	ui	NOUN
ajbmeb-581	80	13	)	)	PUNCT
ajbmeb-581	80	14	in	in	ADP
ajbmeb-581	80	15	addition	addition	NOUN
ajbmeb-581	80	16	to	to	ADP
ajbmeb-581	80	17	the	the	DET
ajbmeb-581	80	18	variance	variance	NOUN
ajbmeb-581	80	19	of	of	ADP
ajbmeb-581	80	20	the	the	DET
ajbmeb-581	80	21	estimates	estimate	NOUN
ajbmeb-581	80	22	of	of	ADP
ajbmeb-581	80	23	the	the	DET
ajbmeb-581	80	24	model	model	NOUN
ajbmeb-581	80	25	.	.	PUNCT
ajbmeb-581	81	1	(	(	PUNCT
ajbmeb-581	81	2	david	david	PROPN
ajbmeb-581	81	3	:	:	PUNCT
ajbmeb-581	81	4	2000	2000	NUM
ajbmeb-581	81	5	,	,	PUNCT
ajbmeb-581	81	6	581	581	NUM
ajbmeb-581	81	7	)	)	PUNCT
ajbmeb-581	81	8	4	4	NUM
ajbmeb-581	81	9	-	-	PUNCT
ajbmeb-581	81	10	test	test	NOUN
ajbmeb-581	81	11	for	for	ADP
ajbmeb-581	81	12	homogeneity	homogeneity	NOUN
ajbmeb-581	81	13	of	of	ADP
ajbmeb-581	81	14	variance	variance	NOUN
ajbmeb-581	81	15	of	of	ADP
ajbmeb-581	81	16	the	the	DET
ajbmeb-581	81	17	model	model	NOUN
ajbmeb-581	81	18	:	:	PUNCT
ajbmeb-581	81	19	the	the	DET
ajbmeb-581	81	20	researchers	researcher	NOUN
ajbmeb-581	81	21	relied	rely	VERB
ajbmeb-581	81	22	on	on	ADP
ajbmeb-581	81	23	the	the	DET
ajbmeb-581	81	24	(	(	PUNCT
ajbmeb-581	81	25	goldfeld	goldfeld	NOUN
ajbmeb-581	81	26	-	-	PUNCT
ajbmeb-581	81	27	quandt	quandt	NOUN
ajbmeb-581	81	28	)	)	PUNCT
ajbmeb-581	81	29	test	test	NOUN
ajbmeb-581	81	30	,	,	PUNCT
ajbmeb-581	81	31	and	and	CCONJ
ajbmeb-581	81	32	it	it	PRON
ajbmeb-581	81	33	requires	require	VERB
ajbmeb-581	81	34	arranging	arrange	VERB
ajbmeb-581	81	35	the	the	DET
ajbmeb-581	81	36	observations	observation	NOUN
ajbmeb-581	81	37	according	accord	VERB
ajbmeb-581	81	38	to	to	ADP
ajbmeb-581	81	39	the	the	DET
ajbmeb-581	81	40	variables	variable	NOUN
ajbmeb-581	81	41	,	,	PUNCT
ajbmeb-581	81	42	and	and	CCONJ
ajbmeb-581	81	43	it	it	PRON
ajbmeb-581	81	44	is	be	AUX
ajbmeb-581	81	45	assumed	assume	VERB
ajbmeb-581	81	46	that	that	SCONJ
ajbmeb-581	81	47	the	the	DET
ajbmeb-581	81	48	problem	problem	NOUN
ajbmeb-581	81	49	is	be	AUX
ajbmeb-581	81	50	due	due	ADJ
ajbmeb-581	81	51	to	to	ADP
ajbmeb-581	81	52	a	a	DET
ajbmeb-581	81	53	difference	difference	NOUN
ajbmeb-581	81	54	in	in	ADP
ajbmeb-581	81	55	variance	variance	NOUN
ajbmeb-581	81	56	,	,	PUNCT
ajbmeb-581	81	57	and	and	CCONJ
ajbmeb-581	81	58	that	that	SCONJ
ajbmeb-581	81	59	the	the	DET
ajbmeb-581	81	60	test	test	NOUN
ajbmeb-581	81	61	equation	equation	NOUN
ajbmeb-581	81	62	in	in	ADP
ajbmeb-581	81	63	the	the	DET
ajbmeb-581	81	64	model	model	NOUN
ajbmeb-581	81	65	consists	consist	VERB
ajbmeb-581	81	66	of	of	ADP
ajbmeb-581	81	67	three	three	NUM
ajbmeb-581	81	68	variables	variable	NOUN
ajbmeb-581	81	69	,	,	PUNCT
ajbmeb-581	81	70	one	one	NUM
ajbmeb-581	81	71	of	of	ADP
ajbmeb-581	81	72	which	which	PRON
ajbmeb-581	81	73	is	be	AUX
ajbmeb-581	81	74	a	a	DET
ajbmeb-581	81	75	dependent	dependent	ADJ
ajbmeb-581	81	76	variable	variable	NOUN
ajbmeb-581	81	77	:	:	PUNCT
ajbmeb-581	81	78	𝑮𝑫𝑷𝒊	𝑮𝑫𝑷𝒊	X
ajbmeb-581	81	79	=	=	SYM
ajbmeb-581	81	80	𝑩𝟏	𝑩𝟏	NOUN
ajbmeb-581	81	81	+	+	X
ajbmeb-581	81	82	𝑩𝟐𝑪𝑪𝟏	𝑩𝟐𝑪𝑪𝟏	PROPN
ajbmeb-581	81	83	+	+	CCONJ
ajbmeb-581	81	84	𝑩𝟑𝑩𝑫𝟐	𝑩𝟑𝑩𝑫𝟐	PROPN
ajbmeb-581	81	85	+	+	CCONJ
ajbmeb-581	81	86	𝒖𝒊	𝒖𝒊	NOUN
ajbmeb-581	81	87	…	…	PUNCT
ajbmeb-581	81	88	…	…	PUNCT
ajbmeb-581	81	89	.	.	PUNCT
ajbmeb-581	81	90	.	.	PUNCT
ajbmeb-581	82	1	…	…	PUNCT
ajbmeb-581	82	2	…	…	PUNCT
ajbmeb-581	82	3	.	.	PUNCT
ajbmeb-581	83	1	(	(	PUNCT
ajbmeb-581	83	2	𝟕	𝟕	X
ajbmeb-581	83	3	)	)	PUNCT
ajbmeb-581	83	4	the	the	DET
ajbmeb-581	83	5	first	first	ADJ
ajbmeb-581	83	6	step	step	NOUN
ajbmeb-581	83	7	is	be	AUX
ajbmeb-581	83	8	to	to	PART
ajbmeb-581	83	9	estimate	estimate	VERB
ajbmeb-581	83	10	the	the	DET
ajbmeb-581	83	11	equation	equation	NOUN
ajbmeb-581	83	12	and	and	CCONJ
ajbmeb-581	83	13	the	the	DET
ajbmeb-581	83	14	residual	residual	ADJ
ajbmeb-581	83	15	is	be	AUX
ajbmeb-581	83	16	(	(	PUNCT
ajbmeb-581	83	17	u	u	NOUN
ajbmeb-581	83	18	̂i	̂i	NOUN
ajbmeb-581	83	19	)	)	PUNCT
ajbmeb-581	83	20	,	,	PUNCT
ajbmeb-581	83	21	and	and	CCONJ
ajbmeb-581	83	22	then	then	ADV
ajbmeb-581	83	23	estimate	estimate	VERB
ajbmeb-581	83	24	the	the	DET
ajbmeb-581	83	25	regression	regression	NOUN
ajbmeb-581	83	26	of	of	ADP
ajbmeb-581	83	27	the	the	DET
ajbmeb-581	83	28	sum	sum	NOUN
ajbmeb-581	83	29	of	of	ADP
ajbmeb-581	83	30	squares	square	NOUN
ajbmeb-581	83	31	of	of	ADP
ajbmeb-581	83	32	the	the	DET
ajbmeb-581	83	33	residuals	residual	NOUN
ajbmeb-581	83	34	from	from	ADP
ajbmeb-581	83	35	the	the	DET
ajbmeb-581	83	36	regression	regression	NOUN
ajbmeb-581	83	37	equation	equation	NOUN
ajbmeb-581	83	38	on	on	ADP
ajbmeb-581	83	39	the	the	DET
ajbmeb-581	83	40	three	three	NUM
ajbmeb-581	83	41	variables	variable	NOUN
ajbmeb-581	83	42	,	,	PUNCT
ajbmeb-581	83	43	and	and	CCONJ
ajbmeb-581	83	44	note	note	VERB
ajbmeb-581	83	45	the	the	DET
ajbmeb-581	83	46	value	value	NOUN
ajbmeb-581	83	47	of	of	ADP
ajbmeb-581	83	48	(	(	PUNCT
ajbmeb-581	83	49	chi	chi	NOUN
ajbmeb-581	83	50	-	-	PUNCT
ajbmeb-581	83	51	sq	sq	NOUN
ajbmeb-581	83	52	)	)	PUNCT
ajbmeb-581	83	53	and	and	CCONJ
ajbmeb-581	83	54	the	the	DET
ajbmeb-581	83	55	level	level	NOUN
ajbmeb-581	83	56	of	of	ADP
ajbmeb-581	83	57	(	(	PUNCT
ajbmeb-581	83	58	prob	prob	NOUN
ajbmeb-581	83	59	)	)	PUNCT
ajbmeb-581	83	60	if	if	SCONJ
ajbmeb-581	83	61	it	it	PRON
ajbmeb-581	83	62	is	be	AUX
ajbmeb-581	83	63	less	less	ADJ
ajbmeb-581	83	64	or	or	CCONJ
ajbmeb-581	83	65	greater	great	ADJ
ajbmeb-581	83	66	than	than	ADP
ajbmeb-581	83	67	(	(	PUNCT
ajbmeb-581	83	68	5	5	NUM
ajbmeb-581	83	69	%	%	NOUN
ajbmeb-581	83	70	)	)	PUNCT
ajbmeb-581	83	71	through	through	ADP
ajbmeb-581	83	72	the	the	DET
ajbmeb-581	83	73	equation	equation	NOUN
ajbmeb-581	83	74	(	(	PUNCT
ajbmeb-581	83	75	8)	8)	NUM
ajbmeb-581	83	76	based	base	VERB
ajbmeb-581	83	77	on	on	ADP
ajbmeb-581	83	78	the	the	DET
ajbmeb-581	83	79	results	result	NOUN
ajbmeb-581	83	80	of	of	ADP
ajbmeb-581	83	81	(	(	PUNCT
ajbmeb-581	83	82	eviews	eviews	PROPN
ajbmeb-581	83	83	12	12	NUM
ajbmeb-581	83	84	)	)	PUNCT
ajbmeb-581	83	85	.	.	PUNCT
ajbmeb-581	84	1	𝑮𝑫	𝑮𝑫	PROPN
ajbmeb-581	84	2	�	�	PROPN
ajbmeb-581	84	3	̂	̂	NOUN
ajbmeb-581	84	4	�	�	NOUN
ajbmeb-581	84	5	𝒊	𝒊	X
ajbmeb-581	84	6	𝟐	𝟐	PROPN
ajbmeb-581	84	7	=	=	SYM
ajbmeb-581	84	8	𝜶𝟏	𝜶𝟏	PROPN
ajbmeb-581	84	9	+	+	CCONJ
ajbmeb-581	84	10	𝜶𝟐𝑪𝑪𝟐𝒊	𝜶𝟐𝑪𝑪𝟐𝒊	PROPN
ajbmeb-581	84	11	+	+	CCONJ
ajbmeb-581	84	12	𝜶𝟑𝑩𝑫𝟑𝒊	𝜶𝟑𝑩𝑫𝟑𝒊	CCONJ
ajbmeb-581	84	13	+	+	CCONJ
ajbmeb-581	84	14	𝜶𝟒𝑪𝑪𝟐𝒊	𝜶𝟒𝑪𝑪𝟐𝒊	VERB
ajbmeb-581	84	15	𝟐	𝟐	NUM
ajbmeb-581	84	16	+	+	CCONJ
ajbmeb-581	84	17	𝜶𝟓𝑩𝑫𝟑𝒊	𝜶𝟓𝑩𝑫𝟑𝒊	X
ajbmeb-581	84	18	𝟐	𝟐	NUM
ajbmeb-581	84	19	+	+	CCONJ
ajbmeb-581	84	20	𝜶𝟔𝑪𝑪𝟐𝒊𝑩𝑫𝟑𝒊+𝒗𝒊.	𝜶𝟔𝑪𝑪𝟐𝒊𝑩𝑫𝟑𝒊+𝒗𝒊.	ADJ
ajbmeb-581	84	21	…	…	PUNCT
ajbmeb-581	84	22	.	.	PUNCT
ajbmeb-581	85	1	(	(	PUNCT
ajbmeb-581	85	2	𝟖	𝟖	X
ajbmeb-581	85	3	)	)	PUNCT
ajbmeb-581	85	4	under	under	ADP
ajbmeb-581	85	5	the	the	DET
ajbmeb-581	85	6	validity	validity	NOUN
ajbmeb-581	85	7	of	of	ADP
ajbmeb-581	85	8	the	the	DET
ajbmeb-581	85	9	null	null	ADJ
ajbmeb-581	85	10	hypothesis	hypothesis	NOUN
ajbmeb-581	85	11	,	,	PUNCT
ajbmeb-581	85	12	there	there	PRON
ajbmeb-581	85	13	is	be	VERB
ajbmeb-581	85	14	no	no	DET
ajbmeb-581	85	15	difference	difference	NOUN
ajbmeb-581	85	16	in	in	ADP
ajbmeb-581	85	17	the	the	DET
ajbmeb-581	85	18	variance	variance	NOUN
ajbmeb-581	85	19	of	of	ADP
ajbmeb-581	85	20	the	the	DET
ajbmeb-581	85	21	error	error	NOUN
ajbmeb-581	85	22	limit	limit	NOUN
ajbmeb-581	85	23	,	,	PUNCT
ajbmeb-581	85	24	and	and	CCONJ
ajbmeb-581	85	25	it	it	PRON
ajbmeb-581	85	26	is	be	AUX
ajbmeb-581	85	27	proved	prove	VERB
ajbmeb-581	85	28	that	that	SCONJ
ajbmeb-581	85	29	it	it	PRON
ajbmeb-581	85	30	results	result	VERB
ajbmeb-581	85	31	from	from	ADP
ajbmeb-581	85	32	multiplying	multiply	VERB
ajbmeb-581	85	33	the	the	DET
ajbmeb-581	85	34	sample	sample	NOUN
ajbmeb-581	85	35	size	size	NOUN
ajbmeb-581	85	36	(	(	PUNCT
ajbmeb-581	85	37	n	n	CCONJ
ajbmeb-581	85	38	)	)	PUNCT
ajbmeb-581	85	39	with	with	ADP
ajbmeb-581	85	40	the	the	DET
ajbmeb-581	85	41	modified	modify	VERB
ajbmeb-581	85	42	coefficient	coefficient	NOUN
ajbmeb-581	85	43	of	of	ADP
ajbmeb-581	85	44	determination	determination	NOUN
ajbmeb-581	85	45	(	(	PUNCT
ajbmeb-581	85	46	r2	r2	PROPN
ajbmeb-581	85	47	)	)	PUNCT
ajbmeb-581	85	48	obtained	obtain	VERB
ajbmeb-581	85	49	by	by	ADP
ajbmeb-581	85	50	the	the	DET
ajbmeb-581	85	51	researchers	researcher	NOUN
ajbmeb-581	85	52	from	from	ADP
ajbmeb-581	85	53	the	the	DET
ajbmeb-581	85	54	regression	regression	NOUN
ajbmeb-581	85	55	in	in	ADP
ajbmeb-581	85	56	equation	equation	NOUN
ajbmeb-581	85	57	(	(	PUNCT
ajbmeb-581	85	58	8)	8)	NUM
ajbmeb-581	85	59	,	,	PUNCT
ajbmeb-581	85	60	where	where	SCONJ
ajbmeb-581	85	61	(	(	PUNCT
ajbmeb-581	85	62	chi	chi	ADJ
ajbmeb-581	85	63	-	-	PUNCT
ajbmeb-581	85	64	sq	sq	NOUN
ajbmeb-581	85	65	)	)	PUNCT
ajbmeb-581	85	66	with	with	ADP
ajbmeb-581	85	67	degrees	degree	NOUN
ajbmeb-581	85	68	of	of	ADP
ajbmeb-581	85	69	freedom	freedom	NOUN
ajbmeb-581	85	70	equal	equal	ADJ
ajbmeb-581	85	71	to	to	ADP
ajbmeb-581	85	72	the	the	DET
ajbmeb-581	85	73	variables	variable	NOUN
ajbmeb-581	85	74	,	,	PUNCT
ajbmeb-581	85	75	and	and	CCONJ
ajbmeb-581	85	76	the	the	DET
ajbmeb-581	85	77	result	result	NOUN
ajbmeb-581	85	78	is	be	AUX
ajbmeb-581	85	79	that	that	SCONJ
ajbmeb-581	85	80	the	the	DET
ajbmeb-581	85	81	value	value	NOUN
ajbmeb-581	85	82	of	of	ADP
ajbmeb-581	85	83	(	(	PUNCT
ajbmeb-581	85	84	chi	chi	NOUN
ajbmeb-581	85	85	-	-	PUNCT
ajbmeb-581	85	86	sq	sq	NOUN
ajbmeb-581	85	87	)	)	PUNCT
ajbmeb-581	85	88	in	in	ADP
ajbmeb-581	85	89	the	the	DET
ajbmeb-581	85	90	report	report	NOUN
ajbmeb-581	85	91	(	(	PUNCT
ajbmeb-581	85	92	eviews	eviews	PROPN
ajbmeb-581	85	93	12	12	NUM
ajbmeb-581	85	94	)	)	PUNCT
ajbmeb-581	85	95	as	as	ADP
ajbmeb-581	85	96	in	in	ADP
ajbmeb-581	85	97	table	table	NOUN
ajbmeb-581	85	98	(	(	PUNCT
ajbmeb-581	85	99	4	4	NUM
ajbmeb-581	85	100	)	)	PUNCT
ajbmeb-581	85	101	is	be	AUX
ajbmeb-581	85	102	greater	great	ADJ
ajbmeb-581	85	103	than	than	ADP
ajbmeb-581	85	104	the	the	DET
ajbmeb-581	85	105	value	value	NOUN
ajbmeb-581	85	106	(	(	PUNCT
ajbmeb-581	85	107	chi	chi	NOUN
ajbmeb-581	85	108	-	-	PUNCT
ajbmeb-581	85	109	sq	sq	NOUN
ajbmeb-581	85	110	)	)	PUNCT
ajbmeb-581	85	111	,	,	PUNCT
ajbmeb-581	85	112	where	where	SCONJ
ajbmeb-581	85	113	the	the	DET
ajbmeb-581	85	114	value	value	NOUN
ajbmeb-581	85	115	of	of	ADP
ajbmeb-581	85	116	(	(	PUNCT
ajbmeb-581	85	117	prob	prob	PROPN
ajbmeb-581	85	118	)	)	PUNCT
ajbmeb-581	85	119	was	be	AUX
ajbmeb-581	85	120	(	(	PUNCT
ajbmeb-581	85	121	0.0001	0.0001	NUM
ajbmeb-581	85	122	)	)	PUNCT
ajbmeb-581	85	123	,	,	PUNCT
ajbmeb-581	85	124	and	and	CCONJ
ajbmeb-581	85	125	we	we	PRON
ajbmeb-581	85	126	conclude	conclude	VERB
ajbmeb-581	85	127	that	that	SCONJ
ajbmeb-581	85	128	there	there	PRON
ajbmeb-581	85	129	is	be	VERB
ajbmeb-581	85	130	a	a	DET
ajbmeb-581	85	131	stability	stability	NOUN
ajbmeb-581	85	132	of	of	ADP
ajbmeb-581	85	133	variance	variance	NOUN
ajbmeb-581	85	134	,	,	PUNCT
ajbmeb-581	85	135	and	and	CCONJ
ajbmeb-581	85	136	the	the	DET
ajbmeb-581	85	137	absence	absence	NOUN
ajbmeb-581	85	138	of	of	ADP
ajbmeb-581	85	139	a	a	DET
ajbmeb-581	85	140	problem	problem	NOUN
ajbmeb-581	85	141	in	in	ADP
ajbmeb-581	85	142	the	the	DET
ajbmeb-581	85	143	model	model	NOUN
ajbmeb-581	85	144	and	and	CCONJ
ajbmeb-581	85	145	that	that	SCONJ
ajbmeb-581	85	146	the	the	DET
ajbmeb-581	85	147	values	value	NOUN
ajbmeb-581	85	148	of	of	ADP
ajbmeb-581	85	149	the	the	DET
ajbmeb-581	85	150	estimators	estimator	NOUN
ajbmeb-581	85	151	did	do	AUX
ajbmeb-581	85	152	not	not	PART
ajbmeb-581	85	153	suffer	suffer	VERB
ajbmeb-581	85	154	from	from	ADP
ajbmeb-581	85	155	false	false	ADJ
ajbmeb-581	85	156	regression	regression	NOUN
ajbmeb-581	85	157	,	,	PUNCT
ajbmeb-581	85	158	as	as	SCONJ
ajbmeb-581	85	159	they	they	PRON
ajbmeb-581	85	160	are	be	AUX
ajbmeb-581	85	161	used	use	VERB
ajbmeb-581	85	162	to	to	PART
ajbmeb-581	85	163	predict	predict	VERB
ajbmeb-581	85	164	the	the	DET
ajbmeb-581	85	165	future	future	NOUN
ajbmeb-581	85	166	of	of	ADP
ajbmeb-581	85	167	the	the	DET
ajbmeb-581	85	168	statistical	statistical	ADJ
ajbmeb-581	85	169	phenomenon	phenomenon	NOUN
ajbmeb-581	85	170	,	,	PUNCT
ajbmeb-581	85	171	that	that	ADV
ajbmeb-581	85	172	is	is	ADV
ajbmeb-581	85	173	,	,	PUNCT
ajbmeb-581	85	174	the	the	DET
ajbmeb-581	85	175	relationship	relationship	NOUN
ajbmeb-581	85	176	between	between	ADP
ajbmeb-581	85	177	(	(	PUNCT
ajbmeb-581	85	178	gdp	gdp	NOUN
ajbmeb-581	85	179	)	)	PUNCT
ajbmeb-581	85	180	during	during	ADP
ajbmeb-581	85	181	the	the	DET
ajbmeb-581	85	182	period	period	NOUN
ajbmeb-581	85	183	(	(	PUNCT
ajbmeb-581	85	184	20052020	20052020	NUM
ajbmeb-581	85	185	)	)	PUNCT
ajbmeb-581	85	186	,	,	PUNCT
ajbmeb-581	85	187	and	and	CCONJ
ajbmeb-581	85	188	the	the	DET
ajbmeb-581	85	189	independent	independent	ADJ
ajbmeb-581	85	190	variables	variable	NOUN
ajbmeb-581	85	191	,	,	PUNCT
ajbmeb-581	85	192	through	through	ADP
ajbmeb-581	85	193	the	the	DET
ajbmeb-581	85	194	test	test	NOUN
ajbmeb-581	85	195	of	of	ADP
ajbmeb-581	85	196	homogeneity	homogeneity	NOUN
ajbmeb-581	85	197	of	of	ADP
ajbmeb-581	85	198	variance	variance	NOUN
ajbmeb-581	85	199	in	in	ADP
ajbmeb-581	85	200	table	table	NOUN
ajbmeb-581	85	201	(	(	PUNCT
ajbmeb-581	85	202	4	4	X
ajbmeb-581	85	203	)	)	PUNCT
ajbmeb-581	85	204	the	the	DET
ajbmeb-581	85	205	equation	equation	NOUN
ajbmeb-581	85	206	of	of	ADP
ajbmeb-581	85	207	the	the	DET
ajbmeb-581	85	208	model	model	NOUN
ajbmeb-581	85	209	and	and	CCONJ
ajbmeb-581	85	210	the	the	DET
ajbmeb-581	85	211	calculation	calculation	NOUN
ajbmeb-581	85	212	of	of	ADP
ajbmeb-581	85	213	the	the	DET
ajbmeb-581	85	214	residuals	residual	NOUN
ajbmeb-581	85	215	and	and	CCONJ
ajbmeb-581	85	216	the	the	DET
ajbmeb-581	85	217	data	datum	NOUN
ajbmeb-581	85	218	for	for	ADP
ajbmeb-581	85	219	the	the	DET
ajbmeb-581	85	220	three	three	NUM
ajbmeb-581	85	221	variables	variable	NOUN
ajbmeb-581	85	222	were	be	AUX
ajbmeb-581	85	223	estimated	estimate	VERB
ajbmeb-581	85	224	with	with	ADP
ajbmeb-581	85	225	a	a	DET
ajbmeb-581	85	226	significance	significance	NOUN
ajbmeb-581	85	227	of	of	ADP
ajbmeb-581	85	228	(	(	PUNCT
ajbmeb-581	85	229	5	5	NUM
ajbmeb-581	85	230	%	%	NOUN
ajbmeb-581	85	231	)	)	PUNCT
ajbmeb-581	85	232	,	,	PUNCT
ajbmeb-581	85	233	the	the	DET
ajbmeb-581	85	234	value	value	NOUN
ajbmeb-581	85	235	of	of	ADP
ajbmeb-581	85	236	(	(	PUNCT
ajbmeb-581	85	237	chi	chi	ADJ
ajbmeb-581	85	238	-	-	PUNCT
ajbmeb-581	85	239	sq	sq	NOUN
ajbmeb-581	85	240	)	)	PUNCT
ajbmeb-581	85	241	is	be	AUX
ajbmeb-581	85	242	equal	equal	ADJ
ajbmeb-581	85	243	to	to	ADP
ajbmeb-581	85	244	(	(	PUNCT
ajbmeb-581	85	245	126.7	126.7	NUM
ajbmeb-581	85	246	)	)	PUNCT
ajbmeb-581	85	247	,	,	PUNCT
ajbmeb-581	85	248	and	and	CCONJ
ajbmeb-581	85	249	this	this	PRON
ajbmeb-581	85	250	means	mean	VERB
ajbmeb-581	85	251	that	that	SCONJ
ajbmeb-581	85	252	there	there	PRON
ajbmeb-581	85	253	is	be	VERB
ajbmeb-581	85	254	a	a	DET
ajbmeb-581	85	255	stability	stability	NOUN
ajbmeb-581	85	256	of	of	ADP
ajbmeb-581	85	257	variance	variance	NOUN
ajbmeb-581	85	258	,	,	PUNCT
ajbmeb-581	85	259	and	and	CCONJ
ajbmeb-581	85	260	that	that	SCONJ
ajbmeb-581	85	261	the	the	DET
ajbmeb-581	85	262	model	model	NOUN
ajbmeb-581	85	263	does	do	AUX
ajbmeb-581	85	264	not	not	PART
ajbmeb-581	85	265	include	include	VERB
ajbmeb-581	85	266	the	the	DET
ajbmeb-581	85	267	problem	problem	NOUN
ajbmeb-581	85	268	,	,	PUNCT
ajbmeb-581	85	269	so	so	SCONJ
ajbmeb-581	85	270	the	the	DET
ajbmeb-581	85	271	researchers	researcher	NOUN
ajbmeb-581	85	272	see	see	VERB
ajbmeb-581	85	273	that	that	SCONJ
ajbmeb-581	85	274	the	the	DET
ajbmeb-581	85	275	best	good	ADJ
ajbmeb-581	85	276	methodology	methodology	NOUN
ajbmeb-581	85	277	for	for	ADP
ajbmeb-581	85	278	estimating	estimate	VERB
ajbmeb-581	85	279	the	the	DET
ajbmeb-581	85	280	parameters	parameter	NOUN
ajbmeb-581	85	281	according	accord	VERB
ajbmeb-581	85	282	to	to	ADP
ajbmeb-581	85	283	(	(	PUNCT
ajbmeb-581	85	284	vecm	vecm	NOUN
ajbmeb-581	85	285	)	)	PUNCT
ajbmeb-581	85	286	,	,	PUNCT
ajbmeb-581	85	287	and	and	CCONJ
ajbmeb-581	85	288	finding	find	VERB
ajbmeb-581	85	289	the	the	DET
ajbmeb-581	85	290	effect	effect	NOUN
ajbmeb-581	85	291	of	of	ADP
ajbmeb-581	85	292	the	the	DET
ajbmeb-581	85	293	independent	independent	ADJ
ajbmeb-581	85	294	variables	variable	NOUN
ajbmeb-581	85	295	on	on	ADP
ajbmeb-581	85	296	the	the	DET
ajbmeb-581	85	297	gross	gross	ADJ
ajbmeb-581	85	298	domestic	domestic	ADJ
ajbmeb-581	85	299	product	product	NOUN
ajbmeb-581	85	300	.	.	PUNCT
ajbmeb-581	86	1	american	american	ADJ
ajbmeb-581	86	2	journal	journal	PROPN
ajbmeb-581	86	3	of	of	ADP
ajbmeb-581	86	4	business	business	NOUN
ajbmeb-581	86	5	management	management	NOUN
ajbmeb-581	86	6	,	,	PUNCT
ajbmeb-581	86	7	economics	economic	NOUN
ajbmeb-581	86	8	and	and	CCONJ
ajbmeb-581	86	9	banking	banking	NOUN
ajbmeb-581	86	10	volume	volume	NOUN
ajbmeb-581	86	11	11	11	NUM
ajbmeb-581	86	12	april	april	PROPN
ajbmeb-581	86	13	,	,	PUNCT
ajbmeb-581	86	14	2023	2023	NUM
ajbmeb-581	86	15	p	p	NOUN
ajbmeb-581	86	16	a	a	DET
ajbmeb-581	86	17	g	g	NOUN
ajbmeb-581	86	18	e	e	NOUN
ajbmeb-581	86	19	|	|	ADV
ajbmeb-581	86	20	23	23	NUM
ajbmeb-581	86	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	86	22	table	table	NOUN
ajbmeb-581	86	23	(	(	PUNCT
ajbmeb-581	86	24	4	4	X
ajbmeb-581	86	25	)	)	PUNCT
ajbmeb-581	86	26	results	result	NOUN
ajbmeb-581	86	27	of	of	ADP
ajbmeb-581	86	28	the	the	DET
ajbmeb-581	86	29	homogeneity	homogeneity	NOUN
ajbmeb-581	86	30	of	of	ADP
ajbmeb-581	86	31	variance	variance	NOUN
ajbmeb-581	86	32	test	test	NOUN
ajbmeb-581	86	33	residual	residual	ADJ
ajbmeb-581	86	34	heteroskedasticity	heteroskedasticity	NOUN
ajbmeb-581	86	35	tests	test	NOUN
ajbmeb-581	86	36	(	(	PUNCT
ajbmeb-581	86	37	levels	level	NOUN
ajbmeb-581	86	38	and	and	CCONJ
ajbmeb-581	86	39	squares	square	NOUN
ajbmeb-581	86	40	)	)	PUNCT
ajbmeb-581	86	41	date	date	NOUN
ajbmeb-581	86	42	:	:	PUNCT
ajbmeb-581	87	1	03/30/23	03/30/23	NUM
ajbmeb-581	87	2	time	time	NOUN
ajbmeb-581	87	3	:	:	PUNCT
ajbmeb-581	87	4	12:46	12:46	NUM
ajbmeb-581	87	5	sample	sample	NOUN
ajbmeb-581	87	6	:	:	PUNCT
ajbmeb-581	87	7	2005	2005	NUM
ajbmeb-581	87	8	2020	2020	NUM
ajbmeb-581	87	9	included	include	VERB
ajbmeb-581	87	10	observations	observation	NOUN
ajbmeb-581	87	11	:	:	PUNCT
ajbmeb-581	87	12	17	17	NUM
ajbmeb-581	87	13	joint	joint	ADJ
ajbmeb-581	87	14	test	test	NOUN
ajbmeb-581	87	15	:	:	PUNCT
ajbmeb-581	87	16	prob	prob	PROPN
ajbmeb-581	87	17	.	.	PUNCT
ajbmeb-581	88	1	df	df	PROPN
ajbmeb-581	88	2	chi	chi	PROPN
ajbmeb-581	88	3	-	-	PUNCT
ajbmeb-581	88	4	sq	sq	INTJ
ajbmeb-581	88	5	0.0001	0.0001	NUM
ajbmeb-581	88	6	72	72	NUM
ajbmeb-581	88	7	126.7396	126.7396	NUM
ajbmeb-581	88	8	individual	individual	ADJ
ajbmeb-581	88	9	components	component	NOUN
ajbmeb-581	88	10	:	:	PUNCT
ajbmeb-581	88	11	prob	prob	NOUN
ajbmeb-581	88	12	.	.	PUNCT
ajbmeb-581	89	1	r	r	X
ajbmeb-581	89	2	-	-	PUNCT
ajbmeb-581	89	3	squared	square	VERB
ajbmeb-581	89	4	f(12,30	f(12,30	PROPN
ajbmeb-581	89	5	)	)	PUNCT
ajbmeb-581	89	6	prob	prob	NOUN
ajbmeb-581	89	7	.	.	PUNCT
ajbmeb-581	90	1	chi	chi	ADJ
ajbmeb-581	90	2	-	-	PUNCT
ajbmeb-581	90	3	sq(12	sq(12	PROPN
ajbmeb-581	90	4	)	)	PUNCT
ajbmeb-581	90	5	dependent	dependent	ADJ
ajbmeb-581	90	6	0.001	0.001	NUM
ajbmeb-581	90	7	0.88	0.88	NUM
ajbmeb-581	90	8	16.11	16.11	NUM
ajbmeb-581	90	9	0.0001	0.0001	NUM
ajbmeb-581	90	10	37.51995	37.51995	NUM
ajbmeb-581	90	11	res1*res1	res1*res1	NOUN
ajbmeb-581	90	12	0.95	0.95	NUM
ajbmeb-581	90	13	0.13	0.13	NUM
ajbmeb-581	90	14	0.36	0.36	NUM
ajbmeb-581	90	15	0.9707	0.9707	NUM
ajbmeb-581	90	16	5.299881	5.299881	NUM
ajbmeb-581	90	17	res2*res2	res2*res2	ADJ
ajbmeb-581	90	18	0.03	0.03	NUM
ajbmeb-581	90	19	0.56	0.56	NUM
ajbmeb-581	90	20	3.16	3.16	NUM
ajbmeb-581	90	21	0.0052	0.0052	NUM
ajbmeb-581	90	22	24.00507	24.00507	NUM
ajbmeb-581	90	23	res3*res3	res3*res3	NOUN
ajbmeb-581	90	24	0.08	0.08	NUM
ajbmeb-581	90	25	0.44	0.44	NUM
ajbmeb-581	90	26	1.83	1.83	NUM
ajbmeb-581	90	27	0.0723	0.0723	NUM
ajbmeb-581	90	28	18.69309	18.69309	NUM
ajbmeb-581	90	29	res2*res1	res2*res1	NOUN
ajbmeb-581	90	30	0.02	0.02	NUM
ajbmeb-581	90	31	0.58	0.58	NUM
ajbmeb-581	90	32	3.85	3.85	NUM
ajbmeb-581	90	33	0.0016	0.0016	NUM
ajbmeb-581	90	34	25.79990	25.79990	NUM
ajbmeb-581	90	35	res3*res1	res3*res1	NOUN
ajbmeb-581	90	36	0.19	0.19	NUM
ajbmeb-581	90	37	0.31	0.31	NUM
ajbmeb-581	90	38	1.56	1.56	NUM
ajbmeb-581	90	39	0.1780	0.1780	NUM
ajbmeb-581	90	40	16.13796	16.13796	NUM
ajbmeb-581	90	41	res3*res2	res3*res2	PROPN
ajbmeb-581	90	42	source	source	NOUN
ajbmeb-581	90	43	:	:	PUNCT
ajbmeb-581	90	44	from	from	ADP
ajbmeb-581	90	45	eviews	eviews	PROPN
ajbmeb-581	90	46	12	12	NUM
ajbmeb-581	90	47	fourthly	fourthly	ADV
ajbmeb-581	90	48	:	:	PUNCT
ajbmeb-581	90	49	estimating	estimate	VERB
ajbmeb-581	90	50	the	the	DET
ajbmeb-581	90	51	model	model	NOUN
ajbmeb-581	90	52	using	use	VERB
ajbmeb-581	90	53	the	the	DET
ajbmeb-581	90	54	(	(	PUNCT
ajbmeb-581	90	55	vecm	vecm	NOUN
ajbmeb-581	90	56	)	)	PUNCT
ajbmeb-581	90	57	methodology	methodology	NOUN
ajbmeb-581	90	58	the	the	DET
ajbmeb-581	90	59	(	(	PUNCT
ajbmeb-581	90	60	vecm	vecm	NOUN
ajbmeb-581	90	61	)	)	PUNCT
ajbmeb-581	90	62	methodology	methodology	NOUN
ajbmeb-581	90	63	used	use	VERB
ajbmeb-581	90	64	by	by	ADP
ajbmeb-581	90	65	the	the	DET
ajbmeb-581	90	66	two	two	NUM
ajbmeb-581	90	67	researchers	researcher	NOUN
ajbmeb-581	90	68	is	be	AUX
ajbmeb-581	90	69	after	after	ADP
ajbmeb-581	90	70	making	make	VERB
ajbmeb-581	90	71	sure	sure	ADJ
ajbmeb-581	90	72	that	that	SCONJ
ajbmeb-581	90	73	all	all	DET
ajbmeb-581	90	74	variables	variable	NOUN
ajbmeb-581	90	75	are	be	AUX
ajbmeb-581	90	76	stable	stable	ADJ
ajbmeb-581	90	77	in	in	ADP
ajbmeb-581	90	78	the	the	DET
ajbmeb-581	90	79	first	first	ADJ
ajbmeb-581	90	80	order	order	NOUN
ajbmeb-581	90	81	(	(	PUNCT
ajbmeb-581	90	82	i	i	PRON
ajbmeb-581	90	83	(	(	PUNCT
ajbmeb-581	90	84	1	1	NUM
ajbmeb-581	90	85	)	)	PUNCT
ajbmeb-581	90	86	)	)	PUNCT
ajbmeb-581	90	87	,	,	PUNCT
ajbmeb-581	90	88	and	and	CCONJ
ajbmeb-581	90	89	the	the	DET
ajbmeb-581	90	90	(	(	PUNCT
ajbmeb-581	90	91	vecm	vecm	NOUN
ajbmeb-581	90	92	)	)	PUNCT
ajbmeb-581	90	93	methodology	methodology	NOUN
ajbmeb-581	90	94	is	be	AUX
ajbmeb-581	90	95	characterized	characterize	VERB
ajbmeb-581	90	96	as	as	ADP
ajbmeb-581	90	97	contributing	contribute	VERB
ajbmeb-581	90	98	to	to	ADP
ajbmeb-581	90	99	reducing	reduce	VERB
ajbmeb-581	90	100	the	the	DET
ajbmeb-581	90	101	residuals	residual	NOUN
ajbmeb-581	90	102	to	to	ADP
ajbmeb-581	90	103	the	the	DET
ajbmeb-581	90	104	lowest	low	ADJ
ajbmeb-581	90	105	possible	possible	ADJ
ajbmeb-581	90	106	level	level	NOUN
ajbmeb-581	90	107	,	,	PUNCT
ajbmeb-581	90	108	so	so	SCONJ
ajbmeb-581	90	109	that	that	SCONJ
ajbmeb-581	90	110	the	the	DET
ajbmeb-581	90	111	estimators	estimator	NOUN
ajbmeb-581	90	112	with	with	ADP
ajbmeb-581	90	113	this	this	DET
ajbmeb-581	90	114	methodology	methodology	NOUN
ajbmeb-581	90	115	reduce	reduce	VERB
ajbmeb-581	90	116	the	the	DET
ajbmeb-581	90	117	error	error	NOUN
ajbmeb-581	90	118	limit	limit	NOUN
ajbmeb-581	90	119	to	to	ADP
ajbmeb-581	90	120	the	the	DET
ajbmeb-581	90	121	lowest	low	ADJ
ajbmeb-581	90	122	possible	possible	ADJ
ajbmeb-581	90	123	level	level	NOUN
ajbmeb-581	90	124	.	.	PUNCT
ajbmeb-581	91	1	(	(	PUNCT
ajbmeb-581	91	2	hall	hall	NOUN
ajbmeb-581	91	3	:	:	PUNCT
ajbmeb-581	91	4	2005	2005	NUM
ajbmeb-581	91	5	,	,	PUNCT
ajbmeb-581	91	6	282	282	NUM
ajbmeb-581	91	7	)	)	PUNCT
ajbmeb-581	91	8	by	by	ADP
ajbmeb-581	91	9	estimating	estimate	VERB
ajbmeb-581	91	10	the	the	DET
ajbmeb-581	91	11	dependent	dependent	ADJ
ajbmeb-581	91	12	variable	variable	NOUN
ajbmeb-581	91	13	in	in	ADP
ajbmeb-581	91	14	terms	term	NOUN
ajbmeb-581	91	15	of	of	ADP
ajbmeb-581	91	16	the	the	DET
ajbmeb-581	91	17	stable	stable	ADJ
ajbmeb-581	91	18	explanatory	explanatory	ADJ
ajbmeb-581	91	19	variables	variable	NOUN
ajbmeb-581	91	20	by	by	ADP
ajbmeb-581	91	21	the	the	DET
ajbmeb-581	91	22	first	first	ADJ
ajbmeb-581	91	23	difference	difference	NOUN
ajbmeb-581	91	24	,	,	PUNCT
ajbmeb-581	91	25	which	which	PRON
ajbmeb-581	91	26	is	be	AUX
ajbmeb-581	91	27	used	use	VERB
ajbmeb-581	91	28	to	to	PART
ajbmeb-581	91	29	detect	detect	VERB
ajbmeb-581	91	30	the	the	DET
ajbmeb-581	91	31	random	random	ADJ
ajbmeb-581	91	32	walk	walk	NOUN
ajbmeb-581	91	33	of	of	ADP
ajbmeb-581	91	34	the	the	DET
ajbmeb-581	91	35	variable	variable	NOUN
ajbmeb-581	91	36	’s	’s	PART
ajbmeb-581	91	37	values	value	NOUN
ajbmeb-581	91	38	over	over	ADP
ajbmeb-581	91	39	time	time	NOUN
ajbmeb-581	91	40	,	,	PUNCT
ajbmeb-581	91	41	for	for	ADP
ajbmeb-581	91	42	the	the	DET
ajbmeb-581	91	43	purpose	purpose	NOUN
ajbmeb-581	91	44	of	of	ADP
ajbmeb-581	91	45	differentiating	differentiate	VERB
ajbmeb-581	91	46	between	between	ADP
ajbmeb-581	91	47	static	static	ADJ
ajbmeb-581	91	48	and	and	CCONJ
ajbmeb-581	91	49	non	non	ADJ
ajbmeb-581	91	50	-	-	ADJ
ajbmeb-581	91	51	static	static	ADJ
ajbmeb-581	91	52	random	random	ADJ
ajbmeb-581	91	53	walk	walk	NOUN
ajbmeb-581	91	54	,	,	PUNCT
ajbmeb-581	91	55	if	if	SCONJ
ajbmeb-581	91	56	the	the	DET
ajbmeb-581	91	57	general	general	ADJ
ajbmeb-581	91	58	trend	trend	NOUN
ajbmeb-581	91	59	of	of	ADP
ajbmeb-581	91	60	the	the	DET
ajbmeb-581	91	61	variable	variable	NOUN
ajbmeb-581	91	62	is	be	AUX
ajbmeb-581	91	63	predictable	predictable	ADJ
ajbmeb-581	91	64	,	,	PUNCT
ajbmeb-581	91	65	and	and	CCONJ
ajbmeb-581	91	66	not	not	PART
ajbmeb-581	91	67	a	a	DET
ajbmeb-581	91	68	variable	variable	NOUN
ajbmeb-581	91	69	that	that	PRON
ajbmeb-581	91	70	will	will	AUX
ajbmeb-581	91	71	express	express	VERB
ajbmeb-581	91	72	the	the	DET
ajbmeb-581	91	73	estimation	estimation	NOUN
ajbmeb-581	91	74	of	of	ADP
ajbmeb-581	91	75	the	the	DET
ajbmeb-581	91	76	variables	variable	NOUN
ajbmeb-581	91	77	in	in	ADP
ajbmeb-581	91	78	a	a	DET
ajbmeb-581	91	79	manner	manner	NOUN
ajbmeb-581	91	80	ideally	ideally	ADV
ajbmeb-581	91	81	,	,	PUNCT
ajbmeb-581	91	82	and	and	CCONJ
ajbmeb-581	91	83	vice	vice	ADV
ajbmeb-581	91	84	versa	versa	ADV
ajbmeb-581	91	85	if	if	SCONJ
ajbmeb-581	91	86	it	it	PRON
ajbmeb-581	91	87	is	be	AUX
ajbmeb-581	91	88	static	static	ADJ
ajbmeb-581	91	89	in	in	ADP
ajbmeb-581	91	90	the	the	DET
ajbmeb-581	91	91	plane	plane	NOUN
ajbmeb-581	91	92	or	or	CCONJ
ajbmeb-581	91	93	in	in	ADP
ajbmeb-581	91	94	the	the	DET
ajbmeb-581	91	95	second	second	ADJ
ajbmeb-581	91	96	difference	difference	NOUN
ajbmeb-581	91	97	and	and	CCONJ
ajbmeb-581	91	98	is	be	AUX
ajbmeb-581	91	99	called	call	VERB
ajbmeb-581	91	100	a	a	DET
ajbmeb-581	91	101	random	random	ADJ
ajbmeb-581	91	102	general	general	ADJ
ajbmeb-581	91	103	direction	direction	NOUN
ajbmeb-581	91	104	.	.	PUNCT
ajbmeb-581	92	1	(	(	PUNCT
ajbmeb-581	92	2	gujarat	gujarat	NOUN
ajbmeb-581	92	3	:	:	PUNCT
ajbmeb-581	92	4	2015	2015	NUM
ajbmeb-581	92	5	,	,	PUNCT
ajbmeb-581	92	6	1033	1033	NUM
ajbmeb-581	92	7	)	)	PUNCT
ajbmeb-581	92	8	the	the	DET
ajbmeb-581	92	9	use	use	NOUN
ajbmeb-581	92	10	of	of	ADP
ajbmeb-581	92	11	the	the	DET
ajbmeb-581	92	12	vector	vector	NOUN
ajbmeb-581	92	13	error	error	NOUN
ajbmeb-581	92	14	correction	correction	NOUN
ajbmeb-581	92	15	model	model	NOUN
ajbmeb-581	92	16	(	(	PUNCT
ajbmeb-581	92	17	vecm	vecm	NOUN
ajbmeb-581	92	18	)	)	PUNCT
ajbmeb-581	92	19	to	to	PART
ajbmeb-581	92	20	estimate	estimate	VERB
ajbmeb-581	92	21	the	the	DET
ajbmeb-581	92	22	regression	regression	NOUN
ajbmeb-581	92	23	equation	equation	NOUN
ajbmeb-581	92	24	in	in	ADP
ajbmeb-581	92	25	the	the	DET
ajbmeb-581	92	26	case	case	NOUN
ajbmeb-581	92	27	of	of	ADP
ajbmeb-581	92	28	the	the	DET
ajbmeb-581	92	29	presence	presence	NOUN
ajbmeb-581	92	30	of	of	ADP
ajbmeb-581	92	31	one	one	NUM
ajbmeb-581	92	32	dependent	dependent	ADJ
ajbmeb-581	92	33	variable	variable	NOUN
ajbmeb-581	92	34	(	(	PUNCT
ajbmeb-581	92	35	vector	vector	NOUN
ajbmeb-581	92	36	error	error	NOUN
ajbmeb-581	92	37	correction	correction	NOUN
ajbmeb-581	92	38	estimates	estimate	VERB
ajbmeb-581	92	39	)	)	PUNCT
ajbmeb-581	92	40	,	,	PUNCT
ajbmeb-581	92	41	the	the	DET
ajbmeb-581	92	42	method	method	NOUN
ajbmeb-581	92	43	of	of	ADP
ajbmeb-581	92	44	error	error	NOUN
ajbmeb-581	92	45	correction	correction	NOUN
ajbmeb-581	92	46	presented	present	VERB
ajbmeb-581	92	47	by	by	ADP
ajbmeb-581	92	48	(	(	PUNCT
ajbmeb-581	92	49	granger	granger	PROPN
ajbmeb-581	92	50	)	)	PUNCT
ajbmeb-581	92	51	and	and	CCONJ
ajbmeb-581	92	52	(	(	PUNCT
ajbmeb-581	92	53	engle	engle	NOUN
ajbmeb-581	92	54	)	)	PUNCT
ajbmeb-581	92	55	means	mean	VERB
ajbmeb-581	92	56	reconciling	reconcile	VERB
ajbmeb-581	92	57	the	the	DET
ajbmeb-581	92	58	behavior	behavior	NOUN
ajbmeb-581	92	59	of	of	ADP
ajbmeb-581	92	60	variables	variable	NOUN
ajbmeb-581	92	61	in	in	ADP
ajbmeb-581	92	62	the	the	DET
ajbmeb-581	92	63	short	short	ADJ
ajbmeb-581	92	64	term	term	NOUN
ajbmeb-581	92	65	with	with	ADP
ajbmeb-581	92	66	its	its	PRON
ajbmeb-581	92	67	behavior	behavior	NOUN
ajbmeb-581	92	68	in	in	ADP
ajbmeb-581	92	69	in	in	ADP
ajbmeb-581	92	70	the	the	DET
ajbmeb-581	92	71	long	long	ADJ
ajbmeb-581	92	72	term	term	NOUN
ajbmeb-581	92	73	,	,	PUNCT
ajbmeb-581	92	74	the	the	DET
ajbmeb-581	92	75	field	field	NOUN
ajbmeb-581	92	76	of	of	ADP
ajbmeb-581	92	77	variables	variable	NOUN
ajbmeb-581	92	78	is	be	AUX
ajbmeb-581	92	79	constantly	constantly	ADV
ajbmeb-581	92	80	and	and	CCONJ
ajbmeb-581	92	81	gradually	gradually	ADV
ajbmeb-581	92	82	evolving	evolve	VERB
ajbmeb-581	92	83	.	.	PUNCT
ajbmeb-581	93	1	(	(	PUNCT
ajbmeb-581	93	2	abdel	abdel	NOUN
ajbmeb-581	93	3	-	-	PUNCT
ajbmeb-581	93	4	qader	qader	NOUN
ajbmeb-581	93	5	:	:	PUNCT
ajbmeb-581	93	6	2007	2007	NUM
ajbmeb-581	93	7	,	,	PUNCT
ajbmeb-581	93	8	263	263	NUM
ajbmeb-581	93	9	)	)	PUNCT
ajbmeb-581	93	10	the	the	DET
ajbmeb-581	93	11	researchers	researcher	NOUN
ajbmeb-581	93	12	relied	rely	VERB
ajbmeb-581	93	13	on	on	ADP
ajbmeb-581	93	14	the	the	DET
ajbmeb-581	93	15	results	result	NOUN
ajbmeb-581	93	16	of	of	ADP
ajbmeb-581	93	17	the	the	DET
ajbmeb-581	93	18	programming	programming	NOUN
ajbmeb-581	93	19	package	package	NOUN
ajbmeb-581	93	20	(	(	PUNCT
ajbmeb-581	93	21	eviews	eviews	PROPN
ajbmeb-581	93	22	12	12	NUM
ajbmeb-581	93	23	)	)	PUNCT
ajbmeb-581	93	24	to	to	PART
ajbmeb-581	93	25	reveal	reveal	VERB
ajbmeb-581	93	26	the	the	DET
ajbmeb-581	93	27	estimates	estimate	NOUN
ajbmeb-581	93	28	of	of	ADP
ajbmeb-581	93	29	the	the	DET
ajbmeb-581	93	30	relationship	relationship	NOUN
ajbmeb-581	93	31	between	between	ADP
ajbmeb-581	93	32	the	the	DET
ajbmeb-581	93	33	dependent	dependent	ADJ
ajbmeb-581	93	34	variable	variable	NOUN
ajbmeb-581	93	35	represented	represent	VERB
ajbmeb-581	93	36	by	by	ADP
ajbmeb-581	93	37	gross	gross	ADJ
ajbmeb-581	93	38	domestic	domestic	ADJ
ajbmeb-581	93	39	product	product	NOUN
ajbmeb-581	93	40	(	(	PUNCT
ajbmeb-581	93	41	gdp	gdp	NOUN
ajbmeb-581	93	42	)	)	PUNCT
ajbmeb-581	93	43	,	,	PUNCT
ajbmeb-581	93	44	cash	cash	NOUN
ajbmeb-581	93	45	credit	credit	NOUN
ajbmeb-581	93	46	(	(	PUNCT
ajbmeb-581	93	47	cc	cc	NOUN
ajbmeb-581	93	48	)	)	PUNCT
ajbmeb-581	93	49	and	and	CCONJ
ajbmeb-581	93	50	bank	bank	NOUN
ajbmeb-581	93	51	deposits	deposit	NOUN
ajbmeb-581	93	52	(	(	PUNCT
ajbmeb-581	93	53	bd	bd	PROPN
ajbmeb-581	93	54	)	)	PUNCT
ajbmeb-581	93	55	,	,	PUNCT
ajbmeb-581	93	56	after	after	ADP
ajbmeb-581	93	57	estimation	estimation	NOUN
ajbmeb-581	93	58	,	,	PUNCT
ajbmeb-581	93	59	the	the	DET
ajbmeb-581	93	60	error	error	NOUN
ajbmeb-581	93	61	correction	correction	NOUN
ajbmeb-581	93	62	coefficient	coefficient	NOUN
ajbmeb-581	93	63	was	be	AUX
ajbmeb-581	93	64	negative	negative	ADJ
ajbmeb-581	93	65	and	and	CCONJ
ajbmeb-581	93	66	significant	significant	ADJ
ajbmeb-581	93	67	,	,	PUNCT
ajbmeb-581	93	68	as	as	ADP
ajbmeb-581	93	69	in	in	ADP
ajbmeb-581	93	70	table	table	NOUN
ajbmeb-581	93	71	(	(	PUNCT
ajbmeb-581	93	72	5	5	NUM
ajbmeb-581	93	73	)	)	PUNCT
ajbmeb-581	93	74	.	.	PUNCT
ajbmeb-581	94	1	means	mean	VERB
ajbmeb-581	94	2	:	:	PUNCT
ajbmeb-581	94	3	1the	1the	NUM
ajbmeb-581	94	4	correction	correction	NOUN
ajbmeb-581	94	5	for	for	ADP
ajbmeb-581	94	6	fluctuations	fluctuation	NOUN
ajbmeb-581	94	7	is	be	AUX
ajbmeb-581	94	8	made	make	VERB
ajbmeb-581	94	9	by	by	ADP
ajbmeb-581	94	10	(	(	PUNCT
ajbmeb-581	94	11	-1.3	-1.3	PROPN
ajbmeb-581	94	12	%	%	NOUN
ajbmeb-581	94	13	)	)	PUNCT
ajbmeb-581	94	14	,	,	PUNCT
ajbmeb-581	94	15	meaning	mean	VERB
ajbmeb-581	94	16	that	that	SCONJ
ajbmeb-581	94	17	every	every	DET
ajbmeb-581	94	18	(	(	PUNCT
ajbmeb-581	94	19	1	1	NUM
ajbmeb-581	94	20	%	%	NOUN
ajbmeb-581	94	21	)	)	PUNCT
ajbmeb-581	94	22	change	change	NOUN
ajbmeb-581	94	23	in	in	ADP
ajbmeb-581	94	24	monetary	monetary	ADJ
ajbmeb-581	94	25	credit	credit	NOUN
ajbmeb-581	94	26	(	(	PUNCT
ajbmeb-581	94	27	cc	cc	NOUN
ajbmeb-581	94	28	)	)	PUNCT
ajbmeb-581	94	29	leads	lead	VERB
ajbmeb-581	94	30	to	to	ADP
ajbmeb-581	94	31	changes	change	NOUN
ajbmeb-581	94	32	by	by	ADP
ajbmeb-581	94	33	the	the	DET
ajbmeb-581	94	34	correction	correction	NOUN
ajbmeb-581	94	35	factor	factor	NOUN
ajbmeb-581	94	36	in	in	ADP
ajbmeb-581	94	37	gdp	gdp	PROPN
ajbmeb-581	94	38	.	.	PROPN
ajbmeb-581	95	1	2	2	NUM
ajbmeb-581	95	2	-	-	PUNCT
ajbmeb-581	95	3	a	a	DET
ajbmeb-581	95	4	change	change	NOUN
ajbmeb-581	95	5	of	of	ADP
ajbmeb-581	95	6	(	(	PUNCT
ajbmeb-581	95	7	1	1	NUM
ajbmeb-581	95	8	%	%	NOUN
ajbmeb-581	95	9	)	)	PUNCT
ajbmeb-581	95	10	in	in	ADP
ajbmeb-581	95	11	bank	bank	NOUN
ajbmeb-581	95	12	deposits	deposit	NOUN
ajbmeb-581	95	13	(	(	PUNCT
ajbmeb-581	95	14	bd	bd	NOUN
ajbmeb-581	95	15	)	)	PUNCT
ajbmeb-581	95	16	leads	lead	VERB
ajbmeb-581	95	17	to	to	ADP
ajbmeb-581	95	18	changes	change	NOUN
ajbmeb-581	95	19	in	in	ADP
ajbmeb-581	95	20	(	(	PUNCT
ajbmeb-581	95	21	gdp	gdp	NOUN
ajbmeb-581	95	22	)	)	PUNCT
ajbmeb-581	95	23	,	,	PUNCT
ajbmeb-581	95	24	by	by	ADP
ajbmeb-581	95	25	a	a	DET
ajbmeb-581	95	26	correction	correction	NOUN
ajbmeb-581	95	27	coefficient	coefficient	NOUN
ajbmeb-581	95	28	of	of	ADP
ajbmeb-581	95	29	(	(	PUNCT
ajbmeb-581	95	30	5.4	5.4	NUM
ajbmeb-581	95	31	%	%	NOUN
ajbmeb-581	95	32	)	)	PUNCT
ajbmeb-581	95	33	,	,	PUNCT
ajbmeb-581	95	34	where	where	SCONJ
ajbmeb-581	95	35	the	the	DET
ajbmeb-581	95	36	relationship	relationship	NOUN
ajbmeb-581	95	37	is	be	AUX
ajbmeb-581	95	38	inverse	inverse	ADJ
ajbmeb-581	95	39	between	between	ADP
ajbmeb-581	95	40	the	the	DET
ajbmeb-581	95	41	dependent	dependent	ADJ
ajbmeb-581	95	42	variable	variable	NOUN
ajbmeb-581	95	43	and	and	CCONJ
ajbmeb-581	95	44	the	the	DET
ajbmeb-581	95	45	independent	independent	ADJ
ajbmeb-581	95	46	variables	variable	NOUN
ajbmeb-581	95	47	.	.	PUNCT
ajbmeb-581	96	1	american	american	ADJ
ajbmeb-581	96	2	journal	journal	PROPN
ajbmeb-581	96	3	of	of	ADP
ajbmeb-581	96	4	business	business	NOUN
ajbmeb-581	96	5	management	management	NOUN
ajbmeb-581	96	6	,	,	PUNCT
ajbmeb-581	96	7	economics	economic	NOUN
ajbmeb-581	96	8	and	and	CCONJ
ajbmeb-581	96	9	banking	banking	NOUN
ajbmeb-581	96	10	volume	volume	NOUN
ajbmeb-581	96	11	11	11	NUM
ajbmeb-581	96	12	april	april	PROPN
ajbmeb-581	96	13	,	,	PUNCT
ajbmeb-581	96	14	2023	2023	NUM
ajbmeb-581	96	15	p	p	NOUN
ajbmeb-581	96	16	a	a	DET
ajbmeb-581	96	17	g	g	NOUN
ajbmeb-581	96	18	e	e	NOUN
ajbmeb-581	96	19	|	|	NOUN
ajbmeb-581	96	20	24	24	NUM
ajbmeb-581	96	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	96	22	3	3	NUM
ajbmeb-581	96	23	-	-	NUM
ajbmeb-581	96	24	the	the	DET
ajbmeb-581	96	25	logarithmic	logarithmic	ADJ
ajbmeb-581	96	26	function	function	NOUN
ajbmeb-581	96	27	represented	represent	VERB
ajbmeb-581	96	28	the	the	DET
ajbmeb-581	96	29	model	model	NOUN
ajbmeb-581	96	30	best	good	ADJ
ajbmeb-581	96	31	through	through	ADP
ajbmeb-581	96	32	its	its	PRON
ajbmeb-581	96	33	capabilities	capability	NOUN
ajbmeb-581	96	34	,	,	PUNCT
ajbmeb-581	96	35	as	as	SCONJ
ajbmeb-581	96	36	the	the	DET
ajbmeb-581	96	37	value	value	NOUN
ajbmeb-581	96	38	of	of	ADP
ajbmeb-581	96	39	the	the	DET
ajbmeb-581	96	40	coefficient	coefficient	NOUN
ajbmeb-581	96	41	of	of	ADP
ajbmeb-581	96	42	determination	determination	NOUN
ajbmeb-581	96	43	(	(	PUNCT
ajbmeb-581	96	44	r2	r2	PROPN
ajbmeb-581	96	45	)	)	PUNCT
ajbmeb-581	96	46	showed	show	VERB
ajbmeb-581	96	47	the	the	DET
ajbmeb-581	96	48	amount	amount	NOUN
ajbmeb-581	96	49	of	of	ADP
ajbmeb-581	96	50	error	error	NOUN
ajbmeb-581	96	51	in	in	ADP
ajbmeb-581	96	52	the	the	DET
ajbmeb-581	96	53	model	model	NOUN
ajbmeb-581	96	54	and	and	CCONJ
ajbmeb-581	96	55	was	be	AUX
ajbmeb-581	96	56	represented	represent	VERB
ajbmeb-581	96	57	by	by	ADP
ajbmeb-581	96	58	the	the	DET
ajbmeb-581	96	59	variables	variable	NOUN
ajbmeb-581	96	60	that	that	PRON
ajbmeb-581	96	61	were	be	AUX
ajbmeb-581	96	62	not	not	PART
ajbmeb-581	96	63	in	in	ADP
ajbmeb-581	96	64	the	the	DET
ajbmeb-581	96	65	model	model	NOUN
ajbmeb-581	96	66	,	,	PUNCT
ajbmeb-581	96	67	so	so	SCONJ
ajbmeb-581	96	68	its	its	PRON
ajbmeb-581	96	69	amount	amount	NOUN
ajbmeb-581	96	70	was	be	AUX
ajbmeb-581	96	71	(	(	PUNCT
ajbmeb-581	96	72	38	38	NUM
ajbmeb-581	96	73	%	%	NOUN
ajbmeb-581	96	74	)	)	PUNCT
ajbmeb-581	96	75	,	,	PUNCT
ajbmeb-581	96	76	while	while	SCONJ
ajbmeb-581	96	77	the	the	DET
ajbmeb-581	96	78	variables	variable	NOUN
ajbmeb-581	96	79	included	include	VERB
ajbmeb-581	96	80	in	in	ADP
ajbmeb-581	96	81	the	the	DET
ajbmeb-581	96	82	model	model	NOUN
ajbmeb-581	96	83	affect	affect	VERB
ajbmeb-581	96	84	the	the	DET
ajbmeb-581	96	85	the	the	DET
ajbmeb-581	96	86	dependent	dependent	ADJ
ajbmeb-581	96	87	variable	variable	NOUN
ajbmeb-581	96	88	by	by	ADP
ajbmeb-581	96	89	(	(	PUNCT
ajbmeb-581	96	90	62	62	NUM
ajbmeb-581	96	91	%	%	NOUN
ajbmeb-581	96	92	)	)	PUNCT
ajbmeb-581	96	93	.	.	PUNCT
ajbmeb-581	97	1	4	4	NUM
ajbmeb-581	97	2	-	-	NUM
ajbmeb-581	97	3	the	the	DET
ajbmeb-581	97	4	(	(	PUNCT
ajbmeb-581	97	5	f	f	X
ajbmeb-581	97	6	)	)	PUNCT
ajbmeb-581	97	7	test	test	NOUN
ajbmeb-581	97	8	represents	represent	VERB
ajbmeb-581	97	9	the	the	DET
ajbmeb-581	97	10	significance	significance	NOUN
ajbmeb-581	97	11	of	of	ADP
ajbmeb-581	97	12	the	the	DET
ajbmeb-581	97	13	model	model	NOUN
ajbmeb-581	97	14	estimated	estimate	VERB
ajbmeb-581	97	15	by	by	ADP
ajbmeb-581	97	16	the	the	DET
ajbmeb-581	97	17	(	(	PUNCT
ajbmeb-581	97	18	vecm	vecm	NOUN
ajbmeb-581	97	19	)	)	PUNCT
ajbmeb-581	97	20	method	method	NOUN
ajbmeb-581	97	21	,	,	PUNCT
ajbmeb-581	97	22	through	through	ADP
ajbmeb-581	97	23	the	the	DET
ajbmeb-581	97	24	calculated	calculate	VERB
ajbmeb-581	97	25	(	(	PUNCT
ajbmeb-581	97	26	f	f	X
ajbmeb-581	97	27	)	)	PUNCT
ajbmeb-581	97	28	test	test	NOUN
ajbmeb-581	97	29	value	value	NOUN
ajbmeb-581	97	30	that	that	PRON
ajbmeb-581	97	31	is	be	AUX
ajbmeb-581	97	32	(	(	PUNCT
ajbmeb-581	97	33	7.4	7.4	NUM
ajbmeb-581	97	34	)	)	PUNCT
ajbmeb-581	97	35	and	and	CCONJ
ajbmeb-581	97	36	is	be	AUX
ajbmeb-581	97	37	greater	great	ADJ
ajbmeb-581	97	38	than	than	ADP
ajbmeb-581	97	39	the	the	DET
ajbmeb-581	97	40	tabular	tabular	NOUN
ajbmeb-581	97	41	(	(	PUNCT
ajbmeb-581	97	42	f	f	X
ajbmeb-581	97	43	)	)	PUNCT
ajbmeb-581	97	44	value	value	NOUN
ajbmeb-581	97	45	.	.	PUNCT
ajbmeb-581	98	1	using	use	VERB
ajbmeb-581	98	2	the	the	DET
ajbmeb-581	98	3	results	result	NOUN
ajbmeb-581	98	4	of	of	ADP
ajbmeb-581	98	5	other	other	ADJ
ajbmeb-581	98	6	studies	study	NOUN
ajbmeb-581	98	7	because	because	SCONJ
ajbmeb-581	98	8	they	they	PRON
ajbmeb-581	98	9	passed	pass	VERB
ajbmeb-581	98	10	the	the	DET
ajbmeb-581	98	11	condition	condition	NOUN
ajbmeb-581	98	12	of	of	ADP
ajbmeb-581	98	13	significance	significance	NOUN
ajbmeb-581	98	14	of	of	ADP
ajbmeb-581	98	15	the	the	DET
ajbmeb-581	98	16	model	model	NOUN
ajbmeb-581	98	17	.	.	PUNCT
ajbmeb-581	99	1	table	table	NOUN
ajbmeb-581	99	2	(	(	PUNCT
ajbmeb-581	99	3	5	5	NUM
ajbmeb-581	99	4	)	)	PUNCT
ajbmeb-581	99	5	error	error	NOUN
ajbmeb-581	99	6	correction	correction	NOUN
ajbmeb-581	99	7	model	model	NOUN
ajbmeb-581	99	8	(	(	PUNCT
ajbmeb-581	99	9	vecm	vecm	NOUN
ajbmeb-581	99	10	)	)	PUNCT
ajbmeb-581	99	11	vector	vector	NOUN
ajbmeb-581	99	12	error	error	NOUN
ajbmeb-581	99	13	correction	correction	NOUN
ajbmeb-581	99	14	estimates	estimate	VERB
ajbmeb-581	99	15	date	date	NOUN
ajbmeb-581	99	16	:	:	PUNCT
ajbmeb-581	99	17	03/30/23	03/30/23	NUM
ajbmeb-581	99	18	time	time	NOUN
ajbmeb-581	99	19	:	:	PUNCT
ajbmeb-581	99	20	12:45	12:45	NUM
ajbmeb-581	99	21	sample	sample	NOUN
ajbmeb-581	99	22	(	(	PUNCT
ajbmeb-581	99	23	adjusted	adjust	VERB
ajbmeb-581	99	24	):	):	PUNCT
ajbmeb-581	99	25	2009	2009	NUM
ajbmeb-581	99	26	2020	2020	NUM
ajbmeb-581	99	27	included	include	VERB
ajbmeb-581	99	28	observations	observation	NOUN
ajbmeb-581	99	29	:	:	PUNCT
ajbmeb-581	99	30	16	16	NUM
ajbmeb-581	99	31	after	after	ADP
ajbmeb-581	99	32	adjustments	adjustment	NOUN
ajbmeb-581	99	33	standard	standard	ADJ
ajbmeb-581	99	34	errors	error	NOUN
ajbmeb-581	99	35	in	in	ADP
ajbmeb-581	99	36	(	(	PUNCT
ajbmeb-581	99	37	)	)	PUNCT
ajbmeb-581	99	38	&	&	CCONJ
ajbmeb-581	99	39	t	t	PROPN
ajbmeb-581	99	40	-	-	PUNCT
ajbmeb-581	99	41	statistics	statistic	NOUN
ajbmeb-581	99	42	in	in	ADP
ajbmeb-581	99	43	[	[	PUNCT
ajbmeb-581	99	44	]	]	X
ajbmeb-581	99	45	cointeq1	cointeq1	X
ajbmeb-581	99	46	cointegrating	cointegrate	VERB
ajbmeb-581	99	47	eq	eq	ADP
ajbmeb-581	99	48	:	:	PUNCT
ajbmeb-581	99	49	1.000000	1.000000	NUM
ajbmeb-581	99	50	log	log	NOUN
ajbmeb-581	99	51	gdp	gdp	NOUN
ajbmeb-581	99	52	(	(	PUNCT
ajbmeb-581	99	53	-1	-1	ADJ
ajbmeb-581	99	54	)	)	PUNCT
ajbmeb-581	99	55	-2.3108	-2.3108	PUNCT
ajbmeb-581	99	56	log	log	VERB
ajbmeb-581	99	57	cc(-1	cc(-1	ADJ
ajbmeb-581	99	58	)	)	PUNCT
ajbmeb-581	99	59	(	(	PUNCT
ajbmeb-581	99	60	2.9e-08	2.9e-08	X
ajbmeb-581	99	61	)	)	PUNCT
ajbmeb-581	100	1	[	[	X
ajbmeb-581	100	2	-0.41348	-0.41348	X
ajbmeb-581	100	3	]	]	X
ajbmeb-581	100	4	-5.03e-08	-5.03e-08	NOUN
ajbmeb-581	100	5	log	log	VERB
ajbmeb-581	100	6	bd	bd	PROPN
ajbmeb-581	100	7	(	(	PUNCT
ajbmeb-581	100	8	-1	-1	INTJ
ajbmeb-581	100	9	)	)	PUNCT
ajbmeb-581	100	10	(	(	PUNCT
ajbmeb-581	100	11	2.8e-08	2.8e-08	X
ajbmeb-581	100	12	)	)	PUNCT
ajbmeb-581	101	1	[	[	X
ajbmeb-581	101	2	-1.82397	-1.82397	X
ajbmeb-581	101	3	]	]	X
ajbmeb-581	101	4	-10.48049	-10.48049	PUNCT
ajbmeb-581	101	5	c	c	NOUN
ajbmeb-581	101	6	d(cc	d(cc	PROPN
ajbmeb-581	101	7	)	)	PUNCT
ajbmeb-581	101	8	d(cc	d(cc	NOUN
ajbmeb-581	101	9	)	)	PUNCT
ajbmeb-581	101	10	d(un	d(un	PROPN
ajbmeb-581	101	11	)	)	PUNCT
ajbmeb-581	101	12	error	error	NOUN
ajbmeb-581	101	13	correction	correction	NOUN
ajbmeb-581	101	14	:	:	PUNCT
ajbmeb-581	101	15	146338.9	146338.9	NUM
ajbmeb-581	101	16	146338.9	146338.9	NUM
ajbmeb-581	101	17	-0.36483	-0.36483	NOUN
ajbmeb-581	101	18	cointeq1	cointeq1	PROPN
ajbmeb-581	101	19	(	(	PUNCT
ajbmeb-581	101	20	58380.4	58380.4	NUM
ajbmeb-581	101	21	)	)	PUNCT
ajbmeb-581	101	22	(	(	PUNCT
ajbmeb-581	101	23	58380.4	58380.4	NUM
ajbmeb-581	101	24	)	)	PUNCT
ajbmeb-581	101	25	(	(	PUNCT
ajbmeb-581	101	26	0.08515	0.08515	NUM
ajbmeb-581	101	27	)	)	PUNCT
ajbmeb-581	101	28	[	[	PUNCT
ajbmeb-581	101	29	2.50664	2.50664	NUM
ajbmeb-581	101	30	]	]	PUNCT
ajbmeb-581	101	31	[	[	PUNCT
ajbmeb-581	101	32	2.50664	2.50664	NUM
ajbmeb-581	101	33	]	]	PUNCT
ajbmeb-581	102	1	[	[	X
ajbmeb-581	102	2	-4.21553	-4.21553	X
ajbmeb-581	102	3	]	]	X
ajbmeb-581	102	4	43336.85	43336.85	NUM
ajbmeb-581	102	5	43336.85	43336.85	NUM
ajbmeb-581	102	6	0.684490	0.684490	NUM
ajbmeb-581	102	7	d(log(gdp(-1	d(log(gdp(-1	NOUN
ajbmeb-581	102	8	)	)	PUNCT
ajbmeb-581	102	9	)	)	PUNCT
ajbmeb-581	102	10	)	)	PUNCT
ajbmeb-581	103	1	(	(	PUNCT
ajbmeb-581	103	2	97305.2	97305.2	NUM
ajbmeb-581	103	3	)	)	PUNCT
ajbmeb-581	103	4	(	(	PUNCT
ajbmeb-581	103	5	97305.2	97305.2	NUM
ajbmeb-581	103	6	)	)	PUNCT
ajbmeb-581	103	7	(	(	PUNCT
ajbmeb-581	103	8	0.14193	0.14193	NUM
ajbmeb-581	103	9	)	)	PUNCT
ajbmeb-581	103	10	[	[	PUNCT
ajbmeb-581	103	11	0.44537	0.44537	NUM
ajbmeb-581	103	12	]	]	X
ajbmeb-581	103	13	[	[	PUNCT
ajbmeb-581	103	14	0.44537	0.44537	NUM
ajbmeb-581	103	15	]	]	X
ajbmeb-581	103	16	[	[	PUNCT
ajbmeb-581	103	17	4.82287	4.82287	NUM
ajbmeb-581	103	18	]	]	PUNCT
ajbmeb-581	103	19	0.892365	0.892365	NUM
ajbmeb-581	103	20	0.892365	0.892365	NUM
ajbmeb-581	103	21	1.50e-07	1.50e-07	NUM
ajbmeb-581	103	22	d(log(cc(-1	d(log(cc(-1	NOUN
ajbmeb-581	103	23	)	)	PUNCT
ajbmeb-581	103	24	)	)	PUNCT
ajbmeb-581	103	25	)	)	PUNCT
ajbmeb-581	104	1	(	(	PUNCT
ajbmeb-581	104	2	0.17311	0.17311	NUM
ajbmeb-581	104	3	)	)	PUNCT
ajbmeb-581	104	4	(	(	PUNCT
ajbmeb-581	104	5	0.17311	0.17311	NUM
ajbmeb-581	104	6	)	)	PUNCT
ajbmeb-581	104	7	(	(	PUNCT
ajbmeb-581	104	8	2.5e-07	2.5e-07	NUM
ajbmeb-581	104	9	)	)	PUNCT
ajbmeb-581	104	10	[	[	PUNCT
ajbmeb-581	104	11	5.15488	5.15488	NUM
ajbmeb-581	104	12	]	]	PUNCT
ajbmeb-581	104	13	[	[	PUNCT
ajbmeb-581	104	14	5.15488	5.15488	NUM
ajbmeb-581	104	15	]	]	PUNCT
ajbmeb-581	104	16	[	[	PUNCT
ajbmeb-581	104	17	0.55548	0.55548	NUM
ajbmeb-581	104	18	]	]	PUNCT
ajbmeb-581	104	19	0.037303	0.037303	NUM
ajbmeb-581	104	20	0.037303	0.037303	NUM
ajbmeb-581	104	21	-1.26e-08	-1.26e-08	NOUN
ajbmeb-581	104	22	d(log(bd(-1	d(log(bd(-1	ADJ
ajbmeb-581	104	23	)	)	PUNCT
ajbmeb-581	104	24	)	)	PUNCT
ajbmeb-581	104	25	)	)	PUNCT
ajbmeb-581	104	26	(	(	PUNCT
ajbmeb-581	104	27	0.07473	0.07473	NUM
ajbmeb-581	104	28	)	)	PUNCT
ajbmeb-581	104	29	(	(	PUNCT
ajbmeb-581	104	30	0.07473	0.07473	NUM
ajbmeb-581	104	31	)	)	PUNCT
ajbmeb-581	104	32	(	(	PUNCT
ajbmeb-581	104	33	1.1e-07	1.1e-07	NUM
ajbmeb-581	104	34	)	)	PUNCT
ajbmeb-581	104	35	[	[	PUNCT
ajbmeb-581	104	36	0.49917	0.49917	NUM
ajbmeb-581	104	37	]	]	X
ajbmeb-581	104	38	[	[	PUNCT
ajbmeb-581	104	39	0.49917	0.49917	NUM
ajbmeb-581	104	40	]	]	X
ajbmeb-581	104	41	[	[	X
ajbmeb-581	104	42	-0.10687	-0.10687	X
ajbmeb-581	104	43	]	]	X
ajbmeb-581	104	44	238555.2	238555.2	NUM
ajbmeb-581	104	45	238555.2	238555.2	NUM
ajbmeb-581	104	46	-0.237460	-0.237460	NOUN
ajbmeb-581	104	47	c	c	NOUN
ajbmeb-581	104	48	(	(	PUNCT
ajbmeb-581	104	49	111827	111827	NUM
ajbmeb-581	104	50	.	.	PUNCT
ajbmeb-581	104	51	)	)	PUNCT
ajbmeb-581	105	1	(	(	PUNCT
ajbmeb-581	105	2	111827	111827	NUM
ajbmeb-581	105	3	.	.	PUNCT
ajbmeb-581	105	4	)	)	PUNCT
ajbmeb-581	106	1	(	(	PUNCT
ajbmeb-581	106	2	0.16311	0.16311	NUM
ajbmeb-581	106	3	)	)	PUNCT
ajbmeb-581	106	4	[	[	PUNCT
ajbmeb-581	106	5	2.13325	2.13325	NUM
ajbmeb-581	106	6	]	]	X
ajbmeb-581	106	7	[	[	PUNCT
ajbmeb-581	106	8	2.13325	2.13325	NUM
ajbmeb-581	106	9	]	]	PUNCT
ajbmeb-581	106	10	[	[	X
ajbmeb-581	106	11	-1.45585	-1.45585	X
ajbmeb-581	106	12	]	]	X
ajbmeb-581	106	13	0.752245	0.752245	NUM
ajbmeb-581	106	14	0.815648	0.815648	NUM
ajbmeb-581	106	15	0.6413	0.6413	NUM
ajbmeb-581	106	16	r	r	NOUN
ajbmeb-581	106	17	-	-	PUNCT
ajbmeb-581	106	18	squared	square	VERB
ajbmeb-581	106	19	0.701237	0.701237	NUM
ajbmeb-581	106	20	0.777694	0.777694	NUM
ajbmeb-581	106	21	0.6264	0.6264	NUM
ajbmeb-581	106	22	adj	adj	X
ajbmeb-581	106	23	.	.	PUNCT
ajbmeb-581	107	1	r	r	X
ajbmeb-581	107	2	-	-	PUNCT
ajbmeb-581	107	3	squared	square	VERB
ajbmeb-581	107	4	2.39e+13	2.39e+13	PROPN
ajbmeb-581	107	5	4.51e+12	4.51e+12	NUM
ajbmeb-581	107	6	9.586095	9.586095	NUM
ajbmeb-581	107	7	sum	sum	NOUN
ajbmeb-581	107	8	sq	sq	PROPN
ajbmeb-581	107	9	.	.	PROPN
ajbmeb-581	107	10	resids	resid	VERB
ajbmeb-581	107	11	837598.1	837598.1	NUM
ajbmeb-581	107	12	364045.5	364045.5	NUM
ajbmeb-581	107	13	0.530984	0.530984	NUM
ajbmeb-581	107	14	s.e	s.e	PROPN
ajbmeb-581	107	15	.	.	PROPN
ajbmeb-581	107	16	equation	equation	NOUN
ajbmeb-581	107	17	14.74748	14.74748	NUM
ajbmeb-581	107	18	21.49001	21.49001	NUM
ajbmeb-581	107	19	7	7	NUM
ajbmeb-581	107	20	.	.	SYM
ajbmeb-581	107	21	4876	4876	NUM
ajbmeb-581	107	22	f	f	X
ajbmeb-581	107	23	-	-	PUNCT
ajbmeb-581	107	24	statistic	statistic	NOUN
ajbmeb-581	107	25	-627.9663	-627.9663	NOUN
ajbmeb-581	107	26	-592.9694	-592.9694	PUNCT
ajbmeb-581	107	27	-28.67094	-28.67094	PUNCT
ajbmeb-581	107	28	log	log	NOUN
ajbmeb-581	107	29	likelihood	likelihood	NOUN
ajbmeb-581	107	30	30.28411	30.28411	NUM
ajbmeb-581	107	31	28.61759	28.61759	NUM
ajbmeb-581	107	32	1.741473	1.741473	NUM
ajbmeb-581	107	33	akaike	akaike	ADP
ajbmeb-581	107	34	aic	aic	PROPN
ajbmeb-581	107	35	30.61509	30.61509	NUM
ajbmeb-581	107	36	28.94857	28.94857	NUM
ajbmeb-581	107	37	2.072458	2.072458	NUM
ajbmeb-581	107	38	schwarz	schwarz	PROPN
ajbmeb-581	107	39	sc	sc	PROPN
ajbmeb-581	107	40	-417150.4	-417150.4	PROPN
ajbmeb-581	107	41	978855.7	978855.7	NUM
ajbmeb-581	107	42	-0.022619	-0.022619	NOUN
ajbmeb-581	107	43	mean	mean	VERB
ajbmeb-581	107	44	dependent	dependent	ADJ
ajbmeb-581	107	45	1532399	1532399	NUM
ajbmeb-581	107	46	.	.	PUNCT
ajbmeb-581	108	1	772110.8	772110.8	NUM
ajbmeb-581	108	2	0.766084	0.766084	NUM
ajbmeb-581	108	3	s.d	s.d	PROPN
ajbmeb-581	108	4	.	.	PUNCT
ajbmeb-581	108	5	dependent	dependent	ADJ
ajbmeb-581	108	6	source	source	NOUN
ajbmeb-581	108	7	:	:	PUNCT
ajbmeb-581	108	8	from	from	ADP
ajbmeb-581	108	9	eviews	eviews	PROPN
ajbmeb-581	108	10	12	12	NUM
ajbmeb-581	108	11	american	american	ADJ
ajbmeb-581	108	12	journal	journal	PROPN
ajbmeb-581	108	13	of	of	ADP
ajbmeb-581	108	14	business	business	NOUN
ajbmeb-581	108	15	management	management	NOUN
ajbmeb-581	108	16	,	,	PUNCT
ajbmeb-581	108	17	economics	economic	NOUN
ajbmeb-581	108	18	and	and	CCONJ
ajbmeb-581	108	19	banking	banking	NOUN
ajbmeb-581	108	20	volume	volume	NOUN
ajbmeb-581	108	21	11	11	NUM
ajbmeb-581	108	22	april	april	PROPN
ajbmeb-581	108	23	,	,	PUNCT
ajbmeb-581	108	24	2023	2023	NUM
ajbmeb-581	108	25	p	p	NOUN
ajbmeb-581	108	26	a	a	DET
ajbmeb-581	108	27	g	g	NOUN
ajbmeb-581	108	28	e	e	NOUN
ajbmeb-581	108	29	|	|	NOUN
ajbmeb-581	108	30	25	25	NUM
ajbmeb-581	108	31	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	108	32	conclusions	conclusion	NOUN
ajbmeb-581	108	33	and	and	CCONJ
ajbmeb-581	108	34	recommendations	recommendation	NOUN
ajbmeb-581	108	35	first	first	ADV
ajbmeb-581	108	36	:	:	PUNCT
ajbmeb-581	108	37	conclusions	conclusion	NOUN
ajbmeb-581	108	38	1	1	NUM
ajbmeb-581	108	39	-	-	PUNCT
ajbmeb-581	108	40	the	the	DET
ajbmeb-581	108	41	explanatory	explanatory	ADJ
ajbmeb-581	108	42	variables	variable	NOUN
ajbmeb-581	108	43	of	of	ADP
ajbmeb-581	108	44	the	the	DET
ajbmeb-581	108	45	model	model	NOUN
ajbmeb-581	108	46	are	be	AUX
ajbmeb-581	108	47	influential	influential	ADJ
ajbmeb-581	108	48	in	in	ADP
ajbmeb-581	108	49	a	a	DET
ajbmeb-581	108	50	reasonable	reasonable	ADJ
ajbmeb-581	108	51	and	and	CCONJ
ajbmeb-581	108	52	logical	logical	ADJ
ajbmeb-581	108	53	degree	degree	NOUN
ajbmeb-581	108	54	and	and	CCONJ
ajbmeb-581	108	55	reflect	reflect	VERB
ajbmeb-581	108	56	the	the	DET
ajbmeb-581	108	57	role	role	NOUN
ajbmeb-581	108	58	of	of	ADP
ajbmeb-581	108	59	monetary	monetary	ADJ
ajbmeb-581	108	60	policy	policy	NOUN
ajbmeb-581	108	61	in	in	ADP
ajbmeb-581	108	62	economic	economic	ADJ
ajbmeb-581	108	63	activity	activity	NOUN
ajbmeb-581	108	64	,	,	PUNCT
ajbmeb-581	108	65	as	as	SCONJ
ajbmeb-581	108	66	indicated	indicate	VERB
ajbmeb-581	108	67	by	by	ADP
ajbmeb-581	108	68	the	the	DET
ajbmeb-581	108	69	flexibility	flexibility	NOUN
ajbmeb-581	108	70	coefficient	coefficient	NOUN
ajbmeb-581	108	71	through	through	ADP
ajbmeb-581	108	72	the	the	DET
ajbmeb-581	108	73	(	(	PUNCT
ajbmeb-581	108	74	t	t	NOUN
ajbmeb-581	108	75	)	)	PUNCT
ajbmeb-581	108	76	test	test	NOUN
ajbmeb-581	108	77	.	.	PUNCT
ajbmeb-581	109	1	2	2	NUM
ajbmeb-581	109	2	-	-	NUM
ajbmeb-581	109	3	the	the	DET
ajbmeb-581	109	4	decrease	decrease	NOUN
ajbmeb-581	109	5	in	in	ADP
ajbmeb-581	109	6	the	the	DET
ajbmeb-581	109	7	corrected	correct	VERB
ajbmeb-581	109	8	coefficient	coefficient	NOUN
ajbmeb-581	109	9	of	of	ADP
ajbmeb-581	109	10	determination	determination	NOUN
ajbmeb-581	109	11	indicates	indicate	VERB
ajbmeb-581	109	12	the	the	DET
ajbmeb-581	109	13	presence	presence	NOUN
ajbmeb-581	109	14	of	of	ADP
ajbmeb-581	109	15	other	other	ADJ
ajbmeb-581	109	16	monetary	monetary	ADJ
ajbmeb-581	109	17	variables	variable	NOUN
ajbmeb-581	109	18	that	that	PRON
ajbmeb-581	109	19	were	be	AUX
ajbmeb-581	109	20	not	not	PART
ajbmeb-581	109	21	included	include	VERB
ajbmeb-581	109	22	in	in	ADP
ajbmeb-581	109	23	the	the	DET
ajbmeb-581	109	24	model	model	NOUN
ajbmeb-581	109	25	,	,	PUNCT
ajbmeb-581	109	26	affecting	affect	VERB
ajbmeb-581	109	27	the	the	DET
ajbmeb-581	109	28	monetary	monetary	ADJ
ajbmeb-581	109	29	policy	policy	NOUN
ajbmeb-581	109	30	in	in	ADP
ajbmeb-581	109	31	iraq	iraq	PROPN
ajbmeb-581	109	32	.	.	PUNCT
ajbmeb-581	110	1	3	3	NUM
ajbmeb-581	110	2	-	-	NUM
ajbmeb-581	110	3	the	the	DET
ajbmeb-581	110	4	weakness	weakness	NOUN
ajbmeb-581	110	5	of	of	ADP
ajbmeb-581	110	6	the	the	DET
ajbmeb-581	110	7	impact	impact	NOUN
ajbmeb-581	110	8	of	of	ADP
ajbmeb-581	110	9	bank	bank	NOUN
ajbmeb-581	110	10	deposits	deposit	NOUN
ajbmeb-581	110	11	on	on	ADP
ajbmeb-581	110	12	the	the	DET
ajbmeb-581	110	13	gross	gross	ADJ
ajbmeb-581	110	14	domestic	domestic	ADJ
ajbmeb-581	110	15	product	product	NOUN
ajbmeb-581	110	16	during	during	ADP
ajbmeb-581	110	17	the	the	DET
ajbmeb-581	110	18	period	period	NOUN
ajbmeb-581	110	19	(	(	PUNCT
ajbmeb-581	110	20	20052020	20052020	NUM
ajbmeb-581	110	21	)	)	PUNCT
ajbmeb-581	110	22	is	be	AUX
ajbmeb-581	110	23	due	due	ADJ
ajbmeb-581	110	24	to	to	ADP
ajbmeb-581	110	25	the	the	DET
ajbmeb-581	110	26	weak	weak	ADJ
ajbmeb-581	110	27	banking	banking	NOUN
ajbmeb-581	110	28	awareness	awareness	NOUN
ajbmeb-581	110	29	of	of	ADP
ajbmeb-581	110	30	the	the	DET
ajbmeb-581	110	31	iraqi	iraqi	ADJ
ajbmeb-581	110	32	society	society	NOUN
ajbmeb-581	110	33	and	and	CCONJ
ajbmeb-581	110	34	the	the	DET
ajbmeb-581	110	35	weak	weak	ADJ
ajbmeb-581	110	36	confidence	confidence	NOUN
ajbmeb-581	110	37	in	in	ADP
ajbmeb-581	110	38	the	the	DET
ajbmeb-581	110	39	banking	banking	NOUN
ajbmeb-581	110	40	system	system	NOUN
ajbmeb-581	110	41	,	,	PUNCT
ajbmeb-581	110	42	which	which	PRON
ajbmeb-581	110	43	indicates	indicate	VERB
ajbmeb-581	110	44	the	the	DET
ajbmeb-581	110	45	inefficiency	inefficiency	NOUN
ajbmeb-581	110	46	of	of	ADP
ajbmeb-581	110	47	iraqi	iraqi	ADJ
ajbmeb-581	110	48	banks	bank	NOUN
ajbmeb-581	110	49	and	and	CCONJ
ajbmeb-581	110	50	their	their	PRON
ajbmeb-581	110	51	inability	inability	NOUN
ajbmeb-581	110	52	to	to	PART
ajbmeb-581	110	53	attract	attract	VERB
ajbmeb-581	110	54	local	local	ADJ
ajbmeb-581	110	55	savings	saving	NOUN
ajbmeb-581	110	56	from	from	ADP
ajbmeb-581	110	57	the	the	DET
ajbmeb-581	110	58	business	business	NOUN
ajbmeb-581	110	59	sector	sector	NOUN
ajbmeb-581	110	60	and	and	CCONJ
ajbmeb-581	110	61	family	family	NOUN
ajbmeb-581	110	62	savings	saving	NOUN
ajbmeb-581	110	63	.	.	PUNCT
ajbmeb-581	111	1	4	4	NUM
ajbmeb-581	111	2	-	-	NUM
ajbmeb-581	111	3	the	the	DET
ajbmeb-581	111	4	effect	effect	NOUN
ajbmeb-581	111	5	of	of	ADP
ajbmeb-581	111	6	cash	cash	NOUN
ajbmeb-581	111	7	credit	credit	NOUN
ajbmeb-581	111	8	on	on	ADP
ajbmeb-581	111	9	the	the	DET
ajbmeb-581	111	10	gross	gross	ADJ
ajbmeb-581	111	11	domestic	domestic	ADJ
ajbmeb-581	111	12	product	product	NOUN
ajbmeb-581	111	13	was	be	AUX
ajbmeb-581	111	14	not	not	PART
ajbmeb-581	111	15	at	at	ADP
ajbmeb-581	111	16	the	the	DET
ajbmeb-581	111	17	required	require	VERB
ajbmeb-581	111	18	level	level	NOUN
ajbmeb-581	111	19	and	and	CCONJ
ajbmeb-581	111	20	is	be	AUX
ajbmeb-581	111	21	not	not	PART
ajbmeb-581	111	22	in	in	ADP
ajbmeb-581	111	23	line	line	NOUN
ajbmeb-581	111	24	with	with	ADP
ajbmeb-581	111	25	the	the	DET
ajbmeb-581	111	26	logic	logic	NOUN
ajbmeb-581	111	27	of	of	ADP
ajbmeb-581	111	28	the	the	DET
ajbmeb-581	111	29	theory	theory	NOUN
ajbmeb-581	111	30	and	and	CCONJ
ajbmeb-581	111	31	the	the	DET
ajbmeb-581	111	32	prior	prior	ADJ
ajbmeb-581	111	33	and	and	CCONJ
ajbmeb-581	111	34	expected	expect	VERB
ajbmeb-581	111	35	theoretical	theoretical	ADJ
ajbmeb-581	111	36	expectations	expectation	NOUN
ajbmeb-581	111	37	of	of	ADP
ajbmeb-581	111	38	the	the	DET
ajbmeb-581	111	39	variable	variable	NOUN
ajbmeb-581	111	40	under	under	ADP
ajbmeb-581	111	41	study	study	NOUN
ajbmeb-581	111	42	.	.	PUNCT
ajbmeb-581	112	1	second	second	ADJ
ajbmeb-581	112	2	:	:	PUNCT
ajbmeb-581	112	3	recommendations	recommendation	NOUN
ajbmeb-581	112	4	1	1	NUM
ajbmeb-581	112	5	-	-	PUNCT
ajbmeb-581	112	6	the	the	DET
ajbmeb-581	112	7	necessity	necessity	NOUN
ajbmeb-581	112	8	of	of	ADP
ajbmeb-581	112	9	supporting	support	VERB
ajbmeb-581	112	10	the	the	DET
ajbmeb-581	112	11	banking	banking	NOUN
ajbmeb-581	112	12	system	system	NOUN
ajbmeb-581	112	13	and	and	CCONJ
ajbmeb-581	112	14	activating	activate	VERB
ajbmeb-581	112	15	the	the	DET
ajbmeb-581	112	16	role	role	NOUN
ajbmeb-581	112	17	of	of	ADP
ajbmeb-581	112	18	monetary	monetary	ADJ
ajbmeb-581	112	19	policy	policy	NOUN
ajbmeb-581	112	20	in	in	ADP
ajbmeb-581	112	21	economic	economic	ADJ
ajbmeb-581	112	22	activity	activity	NOUN
ajbmeb-581	112	23	through	through	ADP
ajbmeb-581	112	24	quantitative	quantitative	ADJ
ajbmeb-581	112	25	and	and	CCONJ
ajbmeb-581	112	26	qualitative	qualitative	ADJ
ajbmeb-581	112	27	tools	tool	NOUN
ajbmeb-581	112	28	,	,	PUNCT
ajbmeb-581	112	29	and	and	CCONJ
ajbmeb-581	112	30	focusing	focus	VERB
ajbmeb-581	112	31	on	on	ADP
ajbmeb-581	112	32	qualitative	qualitative	ADJ
ajbmeb-581	112	33	tools	tool	NOUN
ajbmeb-581	112	34	,	,	PUNCT
ajbmeb-581	112	35	including	include	VERB
ajbmeb-581	112	36	preferential	preferential	ADJ
ajbmeb-581	112	37	prices	price	NOUN
ajbmeb-581	112	38	,	,	PUNCT
ajbmeb-581	112	39	and	and	CCONJ
ajbmeb-581	112	40	moral	moral	ADJ
ajbmeb-581	112	41	persuasion	persuasion	NOUN
ajbmeb-581	112	42	.	.	PUNCT
ajbmeb-581	113	1	2	2	NUM
ajbmeb-581	113	2	-	-	PUNCT
ajbmeb-581	113	3	facilitating	facilitate	VERB
ajbmeb-581	113	4	the	the	DET
ajbmeb-581	113	5	mechanism	mechanism	NOUN
ajbmeb-581	113	6	for	for	ADP
ajbmeb-581	113	7	granting	grant	VERB
ajbmeb-581	113	8	loans	loan	NOUN
ajbmeb-581	113	9	to	to	ADP
ajbmeb-581	113	10	the	the	DET
ajbmeb-581	113	11	business	business	NOUN
ajbmeb-581	113	12	sector	sector	NOUN
ajbmeb-581	113	13	by	by	ADP
ajbmeb-581	113	14	defining	define	VERB
ajbmeb-581	113	15	a	a	DET
ajbmeb-581	113	16	work	work	NOUN
ajbmeb-581	113	17	team	team	NOUN
ajbmeb-581	113	18	that	that	PRON
ajbmeb-581	113	19	studies	study	VERB
ajbmeb-581	113	20	the	the	DET
ajbmeb-581	113	21	appropriate	appropriate	ADJ
ajbmeb-581	113	22	mechanism	mechanism	NOUN
ajbmeb-581	113	23	for	for	ADP
ajbmeb-581	113	24	that	that	PRON
ajbmeb-581	113	25	,	,	PUNCT
ajbmeb-581	113	26	which	which	PRON
ajbmeb-581	113	27	is	be	AUX
ajbmeb-581	113	28	commensurate	commensurate	ADJ
ajbmeb-581	113	29	with	with	ADP
ajbmeb-581	113	30	the	the	DET
ajbmeb-581	113	31	reality	reality	NOUN
ajbmeb-581	113	32	of	of	ADP
ajbmeb-581	113	33	the	the	DET
ajbmeb-581	113	34	iraqi	iraqi	ADJ
ajbmeb-581	113	35	economy	economy	NOUN
ajbmeb-581	113	36	,	,	PUNCT
ajbmeb-581	113	37	and	and	CCONJ
ajbmeb-581	113	38	focus	focus	VERB
ajbmeb-581	113	39	on	on	ADP
ajbmeb-581	113	40	activating	activate	VERB
ajbmeb-581	113	41	the	the	DET
ajbmeb-581	113	42	private	private	ADJ
ajbmeb-581	113	43	banking	banking	NOUN
ajbmeb-581	113	44	system	system	NOUN
ajbmeb-581	113	45	and	and	CCONJ
ajbmeb-581	113	46	following	follow	VERB
ajbmeb-581	113	47	up	up	ADP
ajbmeb-581	113	48	on	on	ADP
ajbmeb-581	113	49	its	its	PRON
ajbmeb-581	113	50	activity	activity	NOUN
ajbmeb-581	113	51	.	.	PUNCT
ajbmeb-581	114	1	3	3	X
ajbmeb-581	114	2	-	-	PUNCT
ajbmeb-581	114	3	work	work	NOUN
ajbmeb-581	114	4	by	by	ADP
ajbmeb-581	114	5	the	the	DET
ajbmeb-581	114	6	ministry	ministry	PROPN
ajbmeb-581	114	7	of	of	ADP
ajbmeb-581	114	8	planning	planning	NOUN
ajbmeb-581	114	9	and	and	CCONJ
ajbmeb-581	114	10	finance	finance	NOUN
ajbmeb-581	114	11	and	and	CCONJ
ajbmeb-581	114	12	the	the	DET
ajbmeb-581	114	13	central	central	ADJ
ajbmeb-581	114	14	bank	bank	NOUN
ajbmeb-581	114	15	to	to	PART
ajbmeb-581	114	16	create	create	VERB
ajbmeb-581	114	17	a	a	DET
ajbmeb-581	114	18	stable	stable	ADJ
ajbmeb-581	114	19	environment	environment	NOUN
ajbmeb-581	114	20	,	,	PUNCT
ajbmeb-581	114	21	to	to	PART
ajbmeb-581	114	22	carry	carry	VERB
ajbmeb-581	114	23	out	out	ADP
ajbmeb-581	114	24	realistic	realistic	ADJ
ajbmeb-581	114	25	reforms	reform	NOUN
ajbmeb-581	114	26	and	and	CCONJ
ajbmeb-581	114	27	not	not	PART
ajbmeb-581	114	28	to	to	PART
ajbmeb-581	114	29	rely	rely	VERB
ajbmeb-581	114	30	excessively	excessively	ADV
ajbmeb-581	114	31	on	on	ADP
ajbmeb-581	114	32	the	the	DET
ajbmeb-581	114	33	rentier	renti	ADJ
ajbmeb-581	114	34	economy	economy	NOUN
ajbmeb-581	114	35	.	.	PUNCT
ajbmeb-581	115	1	4	4	X
ajbmeb-581	115	2	-	-	PUNCT
ajbmeb-581	115	3	working	work	VERB
ajbmeb-581	115	4	to	to	PART
ajbmeb-581	115	5	unify	unify	VERB
ajbmeb-581	115	6	efforts	effort	NOUN
ajbmeb-581	115	7	in	in	ADP
ajbmeb-581	115	8	monetary	monetary	ADJ
ajbmeb-581	115	9	policy	policy	NOUN
ajbmeb-581	115	10	through	through	ADP
ajbmeb-581	115	11	interaction	interaction	NOUN
ajbmeb-581	115	12	,	,	PUNCT
ajbmeb-581	115	13	coordination	coordination	NOUN
ajbmeb-581	115	14	,	,	PUNCT
ajbmeb-581	115	15	and	and	CCONJ
ajbmeb-581	115	16	relying	rely	VERB
ajbmeb-581	115	17	on	on	ADP
ajbmeb-581	115	18	the	the	DET
ajbmeb-581	115	19	analysis	analysis	NOUN
ajbmeb-581	115	20	of	of	ADP
ajbmeb-581	115	21	the	the	DET
ajbmeb-581	115	22	money	money	NOUN
ajbmeb-581	115	23	market	market	NOUN
ajbmeb-581	115	24	and	and	CCONJ
ajbmeb-581	115	25	the	the	DET
ajbmeb-581	115	26	commodity	commodity	NOUN
ajbmeb-581	115	27	market	market	NOUN
ajbmeb-581	115	28	to	to	PART
ajbmeb-581	115	29	activate	activate	VERB
ajbmeb-581	115	30	aggregate	aggregate	ADJ
ajbmeb-581	115	31	demand	demand	NOUN
ajbmeb-581	115	32	that	that	PRON
ajbmeb-581	115	33	creates	create	VERB
ajbmeb-581	115	34	an	an	DET
ajbmeb-581	115	35	increase	increase	NOUN
ajbmeb-581	115	36	in	in	ADP
ajbmeb-581	115	37	resources	resource	NOUN
ajbmeb-581	115	38	,	,	PUNCT
ajbmeb-581	115	39	stimulate	stimulate	VERB
ajbmeb-581	115	40	investment	investment	NOUN
ajbmeb-581	115	41	,	,	PUNCT
ajbmeb-581	115	42	and	and	CCONJ
ajbmeb-581	115	43	activate	activate	VERB
ajbmeb-581	115	44	cash	cash	NOUN
ajbmeb-581	115	45	credit	credit	NOUN
ajbmeb-581	115	46	and	and	CCONJ
ajbmeb-581	115	47	bank	bank	NOUN
ajbmeb-581	115	48	deposits	deposit	NOUN
ajbmeb-581	115	49	.	.	PUNCT
ajbmeb-581	116	1	references	reference	NOUN
ajbmeb-581	116	2	:	:	PUNCT
ajbmeb-581	116	3	1	1	X
ajbmeb-581	116	4	.	.	X
ajbmeb-581	116	5	dr	dr	PROPN
ajbmeb-581	116	6	.	.	PROPN
ajbmeb-581	116	7	abdel	abdel	PROPN
ajbmeb-581	116	8	-	-	PUNCT
ajbmeb-581	116	9	qader	qader	PROPN
ajbmeb-581	116	10	muhammad	muhammad	PROPN
ajbmeb-581	116	11	abdel	abdel	PROPN
ajbmeb-581	116	12	-	-	PUNCT
ajbmeb-581	116	13	qader	qader	PROPN
ajbmeb-581	116	14	attia	attia	NOUN
ajbmeb-581	116	15	,	,	PUNCT
ajbmeb-581	116	16	the	the	DET
ajbmeb-581	116	17	hadith	hadith	NOUN
ajbmeb-581	116	18	in	in	ADP
ajbmeb-581	116	19	econometrics	econometrics	NOUN
ajbmeb-581	116	20	between	between	ADP
ajbmeb-581	116	21	theory	theory	NOUN
ajbmeb-581	116	22	and	and	CCONJ
ajbmeb-581	116	23	practice	practice	NOUN
ajbmeb-581	116	24	,	,	PUNCT
ajbmeb-581	116	25	dar	dar	PROPN
ajbmeb-581	116	26	al	al	PROPN
ajbmeb-581	116	27	-	-	PUNCT
ajbmeb-581	116	28	asir	asir	PROPN
ajbmeb-581	116	29	for	for	ADP
ajbmeb-581	116	30	printing	printing	NOUN
ajbmeb-581	116	31	and	and	CCONJ
ajbmeb-581	116	32	publishing	publishing	NOUN
ajbmeb-581	116	33	,	,	PUNCT
ajbmeb-581	116	34	first	first	PROPN
ajbmeb-581	116	35	edition	edition	NOUN
ajbmeb-581	116	36	,	,	PUNCT
ajbmeb-581	116	37	makkah	makkah	PROPN
ajbmeb-581	116	38	al	al	PROPN
ajbmeb-581	116	39	-	-	PUNCT
ajbmeb-581	116	40	mukarramah	mukarramah	PROPN
ajbmeb-581	116	41	,	,	PUNCT
ajbmeb-581	116	42	saudi	saudi	PROPN
ajbmeb-581	116	43	arabia	arabia	PROPN
ajbmeb-581	116	44	,	,	PUNCT
ajbmeb-581	116	45	2004	2004	NUM
ajbmeb-581	116	46	.	.	PUNCT
ajbmeb-581	117	1	2	2	X
ajbmeb-581	117	2	.	.	X
ajbmeb-581	117	3	dr	dr	PROPN
ajbmeb-581	117	4	.	.	PROPN
ajbmeb-581	117	5	bassam	bassam	PROPN
ajbmeb-581	117	6	younis	younis	PROPN
ajbmeb-581	117	7	ibrahim	ibrahim	PROPN
ajbmeb-581	117	8	and	and	CCONJ
ajbmeb-581	117	9	others	other	NOUN
ajbmeb-581	117	10	,	,	PUNCT
ajbmeb-581	117	11	econometrics	econometric	NOUN
ajbmeb-581	117	12	,	,	PUNCT
ajbmeb-581	117	13	dar	dar	PROPN
ajbmeb-581	117	14	azza	azza	NOUN
ajbmeb-581	117	15	for	for	ADP
ajbmeb-581	117	16	publishing	publishing	NOUN
ajbmeb-581	117	17	and	and	CCONJ
ajbmeb-581	117	18	distribution	distribution	NOUN
ajbmeb-581	117	19	,	,	PUNCT
ajbmeb-581	117	20	khartoum	khartoum	PROPN
ajbmeb-581	117	21	sudan	sudan	PROPN
ajbmeb-581	117	22	,	,	PUNCT
ajbmeb-581	117	23	first	first	PROPN
ajbmeb-581	117	24	edition	edition	NOUN
ajbmeb-581	117	25	,	,	PUNCT
ajbmeb-581	117	26	2002	2002	NUM
ajbmeb-581	117	27	.	.	PUNCT
ajbmeb-581	118	1	3	3	X
ajbmeb-581	118	2	.	.	PROPN
ajbmeb-581	118	3	makid	makid	PROPN
ajbmeb-581	118	4	ali	ali	PROPN
ajbmeb-581	118	5	,	,	PUNCT
ajbmeb-581	118	6	econometrics	econometrics	NOUN
ajbmeb-581	118	7	lessons	lesson	NOUN
ajbmeb-581	118	8	and	and	CCONJ
ajbmeb-581	118	9	solved	solved	ADJ
ajbmeb-581	118	10	issues	issue	NOUN
ajbmeb-581	118	11	,	,	PUNCT
ajbmeb-581	118	12	dar	dar	PROPN
ajbmeb-581	118	13	al	al	PROPN
ajbmeb-581	118	14	-	-	PUNCT
ajbmeb-581	118	15	diwan	diwan	PROPN
ajbmeb-581	118	16	university	university	PROPN
ajbmeb-581	118	17	press	press	NOUN
ajbmeb-581	118	18	for	for	ADP
ajbmeb-581	118	19	printing	printing	NOUN
ajbmeb-581	118	20	and	and	CCONJ
ajbmeb-581	118	21	publishing	publishing	NOUN
ajbmeb-581	118	22	,	,	PUNCT
ajbmeb-581	118	23	second	second	ADJ
ajbmeb-581	118	24	edition	edition	NOUN
ajbmeb-581	118	25	,	,	PUNCT
ajbmeb-581	118	26	amman	amman	PROPN
ajbmeb-581	118	27	,	,	PUNCT
ajbmeb-581	118	28	jordan	jordan	PROPN
ajbmeb-581	118	29	,	,	PUNCT
ajbmeb-581	118	30	2011	2011	NUM
ajbmeb-581	118	31	.	.	PUNCT
ajbmeb-581	119	1	4	4	X
ajbmeb-581	119	2	.	.	X
ajbmeb-581	119	3	kenneth	kenneth	PROPN
ajbmeb-581	119	4	f.	f.	PROPN
ajbmeb-581	119	5	wallis	wallis	PROPN
ajbmeb-581	119	6	,	,	PUNCT
ajbmeb-581	119	7	introduction	introduction	NOUN
ajbmeb-581	119	8	to	to	ADP
ajbmeb-581	119	9	econometrics	econometrics	NOUN
ajbmeb-581	119	10	,	,	PUNCT
ajbmeb-581	119	11	translated	translate	VERB
ajbmeb-581	119	12	by	by	ADP
ajbmeb-581	119	13	adel	adel	PROPN
ajbmeb-581	119	14	abdul	abdul	PROPN
ajbmeb-581	119	15	ghani	ghani	PROPN
ajbmeb-581	119	16	mahboob	mahboob	PROPN
ajbmeb-581	119	17	,	,	PUNCT
ajbmeb-581	119	18	mosul	mosul	PROPN
ajbmeb-581	119	19	,	,	PUNCT
ajbmeb-581	119	20	dar	dar	PROPN
ajbmeb-581	119	21	kutub	kutub	PROPN
ajbmeb-581	119	22	for	for	ADP
ajbmeb-581	119	23	printing	printing	NOUN
ajbmeb-581	119	24	and	and	CCONJ
ajbmeb-581	119	25	publishing	publishing	NOUN
ajbmeb-581	119	26	,	,	PUNCT
ajbmeb-581	119	27	third	third	ADJ
ajbmeb-581	119	28	edition	edition	NOUN
ajbmeb-581	119	29	,	,	PUNCT
ajbmeb-581	119	30	2001	2001	NUM
ajbmeb-581	119	31	.	.	PUNCT
ajbmeb-581	120	1	5	5	X
ajbmeb-581	120	2	.	.	PUNCT
ajbmeb-581	120	3	c.	c.	PROPN
ajbmeb-581	120	4	milis	milis	PROPN
ajbmeb-581	120	5	,	,	PUNCT
ajbmeb-581	120	6	"	"	PUNCT
ajbmeb-581	120	7	testing	testing	NOUN
ajbmeb-581	120	8	for	for	ADP
ajbmeb-581	120	9	the	the	DET
ajbmeb-581	120	10	unit	unit	NOUN
ajbmeb-581	120	11	root	root	NOUN
ajbmeb-581	120	12	in	in	ADP
ajbmeb-581	120	13	time	time	NOUN
ajbmeb-581	120	14	series	series	PROPN
ajbmeb-581	120	15	regression	regression	PROPN
ajbmeb-581	120	16	"	"	PUNCT
ajbmeb-581	120	17	,	,	PUNCT
ajbmeb-581	120	18	journal	journal	NOUN
ajbmeb-581	120	19	of	of	ADP
ajbmeb-581	120	20	business	business	NOUN
ajbmeb-581	120	21	and	and	CCONJ
ajbmeb-581	120	22	ecocnomic	ecocnomic	ADJ
ajbmeb-581	120	23	statistics	statistic	NOUN
ajbmeb-581	120	24	,	,	PUNCT
ajbmeb-581	120	25	vol.89,2009	vol.89,2009	NOUN
ajbmeb-581	120	26	.	.	NOUN
ajbmeb-581	121	1	6	6	X
ajbmeb-581	121	2	.	.	PUNCT
ajbmeb-581	121	3	khaled	khaled	PROPN
ajbmeb-581	121	4	muhammad	muhammad	PROPN
ajbmeb-581	121	5	al	al	PROPN
ajbmeb-581	121	6	-	-	PUNCT
ajbmeb-581	121	7	sawai	sawai	PROPN
ajbmeb-581	121	8	,	,	PUNCT
ajbmeb-581	121	9	basics	basic	NOUN
ajbmeb-581	121	10	of	of	ADP
ajbmeb-581	121	11	econometrics	econometric	NOUN
ajbmeb-581	121	12	using	use	VERB
ajbmeb-581	121	13	eviews	eview	NOUN
ajbmeb-581	121	14	,	,	PUNCT
ajbmeb-581	121	15	dar	dar	PROPN
ajbmeb-581	121	16	al	al	PROPN
ajbmeb-581	121	17	-	-	PUNCT
ajbmeb-581	121	18	kitab	kitab	PROPN
ajbmeb-581	121	19	al	al	PROPN
ajbmeb-581	121	20	-	-	PUNCT
ajbmeb-581	121	21	thaqafy	thaqafy	NOUN
ajbmeb-581	121	22	for	for	ADP
ajbmeb-581	121	23	printing	printing	NOUN
ajbmeb-581	121	24	and	and	CCONJ
ajbmeb-581	121	25	publishing	publishing	NOUN
ajbmeb-581	121	26	,	,	PUNCT
ajbmeb-581	121	27	irbid	irbid	ADJ
ajbmeb-581	121	28	,	,	PUNCT
ajbmeb-581	121	29	jordan	jordan	PROPN
ajbmeb-581	121	30	,	,	PUNCT
ajbmeb-581	121	31	2011	2011	NUM
ajbmeb-581	121	32	.	.	PUNCT
ajbmeb-581	122	1	american	american	PROPN
ajbmeb-581	122	2	journal	journal	PROPN
ajbmeb-581	122	3	of	of	ADP
ajbmeb-581	122	4	business	business	NOUN
ajbmeb-581	122	5	management	management	NOUN
ajbmeb-581	122	6	,	,	PUNCT
ajbmeb-581	122	7	economics	economic	NOUN
ajbmeb-581	122	8	and	and	CCONJ
ajbmeb-581	122	9	banking	banking	NOUN
ajbmeb-581	122	10	volume	volume	NOUN
ajbmeb-581	122	11	11	11	NUM
ajbmeb-581	122	12	april	april	PROPN
ajbmeb-581	122	13	,	,	PUNCT
ajbmeb-581	122	14	2023	2023	NUM
ajbmeb-581	122	15	p	p	NOUN
ajbmeb-581	122	16	a	a	DET
ajbmeb-581	122	17	g	g	NOUN
ajbmeb-581	122	18	e	e	NOUN
ajbmeb-581	122	19	|	|	NOUN
ajbmeb-581	122	20	26	26	NUM
ajbmeb-581	122	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-581	122	22	7	7	NUM
ajbmeb-581	122	23	.	.	PUNCT
ajbmeb-581	123	1	d.a	d.a	PROPN
ajbmeb-581	123	2	.	.	PROPN
ajbmeb-581	123	3	dickey	dickey	PROPN
ajbmeb-581	123	4	and	and	CCONJ
ajbmeb-581	123	5	w.a	w.a	PROPN
ajbmeb-581	123	6	.	.	PROPN
ajbmeb-581	123	7	fuller,"distribution	fuller,"distribution	NOUN
ajbmeb-581	123	8	of	of	ADP
ajbmeb-581	123	9	the	the	DET
ajbmeb-581	123	10	estimators	estimator	NOUN
ajbmeb-581	123	11	for	for	ADP
ajbmeb-581	123	12	autoregressive	autoregressive	ADJ
ajbmeb-581	123	13	time	time	NOUN
ajbmeb-581	123	14	series	series	NOUN
ajbmeb-581	123	15	with	with	ADP
ajbmeb-581	123	16	a	a	DET
ajbmeb-581	123	17	unit	unit	NOUN
ajbmeb-581	123	18	root	root	NOUN
ajbmeb-581	123	19	,	,	PUNCT
ajbmeb-581	123	20	"	"	PUNCT
ajbmeb-581	123	21	journal	journal	NOUN
ajbmeb-581	123	22	of	of	ADP
ajbmeb-581	123	23	the	the	DET
ajbmeb-581	123	24	american	american	PROPN
ajbmeb-581	123	25	statistical	statistical	PROPN
ajbmeb-581	123	26	association	association	PROPN
ajbmeb-581	123	27	,	,	PUNCT
ajbmeb-581	123	28	vol	vol	NOUN
ajbmeb-581	123	29	147	147	NUM
ajbmeb-581	123	30	,	,	PUNCT
ajbmeb-581	123	31	2006	2006	NUM
ajbmeb-581	123	32	.	.	PUNCT
ajbmeb-581	124	1	8	8	NUM
ajbmeb-581	124	2	.	.	PUNCT
ajbmeb-581	124	3	ahmed	ahmed	PROPN
ajbmeb-581	124	4	salami	salami	PROPN
ajbmeb-581	124	5	&	&	CCONJ
ajbmeb-581	124	6	mohamed	mohamed	PROPN
ajbmeb-581	124	7	sheikhi	sheikhi	PROPN
ajbmeb-581	124	8	,	,	PUNCT
ajbmeb-581	124	9	algerian	algerian	ADJ
ajbmeb-581	124	10	economy	economy	NOUN
ajbmeb-581	124	11	for	for	ADP
ajbmeb-581	124	12	the	the	DET
ajbmeb-581	124	13	period	period	NOUN
ajbmeb-581	124	14	(	(	PUNCT
ajbmeb-581	124	15	1970	1970	NUM
ajbmeb-581	124	16	-	-	SYM
ajbmeb-581	124	17	2011	2011	NUM
ajbmeb-581	124	18	)	)	PUNCT
ajbmeb-581	124	19	,	,	PUNCT
ajbmeb-581	124	20	algeria	algeria	PROPN
ajbmeb-581	124	21	,	,	PUNCT
ajbmeb-581	124	22	researcher	researcher	NOUN
ajbmeb-581	124	23	magazine	magazine	NOUN
ajbmeb-581	124	24	,	,	PUNCT
ajbmeb-581	124	25	issue	issue	NOUN
ajbmeb-581	124	26	(	(	PUNCT
ajbmeb-581	124	27	13	13	NUM
ajbmeb-581	124	28	)	)	PUNCT
ajbmeb-581	124	29	,	,	PUNCT
ajbmeb-581	124	30	2013	2013	NUM
ajbmeb-581	124	31	.	.	PUNCT
ajbmeb-581	125	1	9	9	NUM
ajbmeb-581	125	2	.	.	X
ajbmeb-581	125	3	baltagi	baltagi	NOUN
ajbmeb-581	125	4	,	,	PUNCT
ajbmeb-581	125	5	b.h	b.h	PROPN
ajbmeb-581	125	6	,	,	PUNCT
ajbmeb-581	125	7	"	"	PUNCT
ajbmeb-581	125	8	econometrics	econometrics	NOUN
ajbmeb-581	125	9	analysis	analysis	NOUN
ajbmeb-581	125	10	of	of	ADP
ajbmeb-581	125	11	panel	panel	NOUN
ajbmeb-581	125	12	data	datum	NOUN
ajbmeb-581	125	13	,	,	PUNCT
ajbmeb-581	125	14	2end	2end	NUM
ajbmeb-581	125	15	edition	edition	NOUN
ajbmeb-581	125	16	,	,	PUNCT
ajbmeb-581	125	17	newyork	newyork	PROPN
ajbmeb-581	125	18	vol.165,2011	vol.165,2011	PROPN
ajbmeb-581	125	19	.	.	PUNCT
ajbmeb-581	126	1	10	10	NUM
ajbmeb-581	126	2	.	.	X
ajbmeb-581	127	1	dr	dr	PROPN
ajbmeb-581	127	2	.	.	PROPN
ajbmeb-581	127	3	hussein	hussein	PROPN
ajbmeb-581	127	4	ali	ali	PROPN
ajbmeb-581	127	5	bakhit	bakhit	PROPN
ajbmeb-581	127	6	,	,	PUNCT
ajbmeb-581	127	7	dr	dr	PROPN
ajbmeb-581	127	8	.	.	PROPN
ajbmeb-581	127	9	sahar	sahar	PROPN
ajbmeb-581	127	10	fathallah	fathallah	PROPN
ajbmeb-581	127	11	,	,	PUNCT
ajbmeb-581	127	12	econometrics	econometric	NOUN
ajbmeb-581	127	13	,	,	PUNCT
ajbmeb-581	127	14	second	second	ADJ
ajbmeb-581	127	15	edition	edition	NOUN
ajbmeb-581	127	16	,	,	PUNCT
ajbmeb-581	127	17	dar	dar	PROPN
ajbmeb-581	127	18	al	al	PROPN
ajbmeb-581	127	19	-	-	PROPN
ajbmeb-581	127	20	yazuri	yazuri	PROPN
ajbmeb-581	127	21	for	for	ADP
ajbmeb-581	127	22	printing	printing	NOUN
ajbmeb-581	127	23	and	and	CCONJ
ajbmeb-581	127	24	publishing	publishing	NOUN
ajbmeb-581	127	25	,	,	PUNCT
ajbmeb-581	127	26	2014	2014	NUM
ajbmeb-581	127	27	.	.	PUNCT
ajbmeb-581	128	1	11	11	NUM
ajbmeb-581	128	2	.	.	PUNCT
ajbmeb-581	129	1	c.w.j	c.w.j	NOUN
ajbmeb-581	129	2	.	.	PUNCT
ajbmeb-581	130	1	granger	granger	PROPN
ajbmeb-581	130	2	and	and	CCONJ
ajbmeb-581	130	3	p.	p.	PROPN
ajbmeb-581	130	4	newbold	newbold	PROPN
ajbmeb-581	131	1	"	"	PUNCT
ajbmeb-581	131	2	spurous	spurous	ADJ
ajbmeb-581	131	3	regressions	regression	NOUN
ajbmeb-581	131	4	in	in	ADP
ajbmeb-581	131	5	eonometrics	eonometric	NOUN
ajbmeb-581	131	6	"	"	PUNCT
ajbmeb-581	131	7	journal	journal	NOUN
ajbmeb-581	131	8	of	of	ADP
ajbmeb-581	131	9	econometrics	econometric	NOUN
ajbmeb-581	131	10	,	,	PUNCT
ajbmeb-581	131	11	vol	vol	NOUN
ajbmeb-581	131	12	.	.	PUNCT
ajbmeb-581	131	13	3	3	NUM
ajbmeb-581	131	14	,	,	PUNCT
ajbmeb-581	131	15	2017	2017	NUM
ajbmeb-581	131	16	.	.	PUNCT
ajbmeb-581	132	1	12	12	NUM
ajbmeb-581	132	2	.	.	PUNCT
ajbmeb-581	133	1	mouloud	mouloud	ADJ
ajbmeb-581	133	2	hashman	hashman	NOUN
ajbmeb-581	133	3	,	,	PUNCT
ajbmeb-581	133	4	time	time	NOUN
ajbmeb-581	133	5	series	series	NOUN
ajbmeb-581	133	6	and	and	CCONJ
ajbmeb-581	133	7	short	short	ADJ
ajbmeb-581	133	8	-	-	PUNCT
ajbmeb-581	133	9	range	range	NOUN
ajbmeb-581	133	10	forecasting	forecasting	NOUN
ajbmeb-581	133	11	techniques	technique	NOUN
ajbmeb-581	133	12	,	,	PUNCT
ajbmeb-581	133	13	university	university	NOUN
ajbmeb-581	133	14	press	press	NOUN
ajbmeb-581	133	15	for	for	ADP
ajbmeb-581	133	16	publishing	publishing	NOUN
ajbmeb-581	133	17	and	and	CCONJ
ajbmeb-581	133	18	distribution	distribution	NOUN
ajbmeb-581	133	19	,	,	PUNCT
ajbmeb-581	133	20	third	third	ADJ
ajbmeb-581	133	21	edition	edition	NOUN
ajbmeb-581	133	22	,	,	PUNCT
ajbmeb-581	133	23	2006	2006	NUM
ajbmeb-581	133	24	.	.	PUNCT
ajbmeb-581	134	1	13	13	NUM
ajbmeb-581	134	2	.	.	X
ajbmeb-581	134	3	pindyck	pindyck	ADJ
ajbmeb-581	134	4	,	,	PUNCT
ajbmeb-581	134	5	&	&	CCONJ
ajbmeb-581	134	6	rubinfeld,"econometric	rubinfeld,"econometric	ADJ
ajbmeb-581	134	7	models	model	NOUN
ajbmeb-581	134	8	and	and	CCONJ
ajbmeb-581	134	9	economic	economic	ADJ
ajbmeb-581	134	10	forecasts	forecast	NOUN
ajbmeb-581	134	11	"	"	PUNCT
ajbmeb-581	134	12	2nd	2nd	ADJ
ajbmeb-581	134	13	ed	ed	NOUN
ajbmeb-581	134	14	,	,	PUNCT
ajbmeb-581	134	15	mcgraw	mcgraw	PROPN
ajbmeb-581	134	16	-	-	PUNCT
ajbmeb-581	134	17	hill	hill	NOUN
ajbmeb-581	134	18	book	book	NOUN
ajbmeb-581	134	19	company	company	NOUN
ajbmeb-581	134	20	,	,	PUNCT
ajbmeb-581	134	21	london,2004	london,2004	NOUN
ajbmeb-581	134	22	.	.	PUNCT
ajbmeb-581	135	1	14	14	NUM
ajbmeb-581	135	2	.	.	PUNCT
ajbmeb-581	136	1	david	david	PROPN
ajbmeb-581	136	2	,	,	PUNCT
ajbmeb-581	136	3	j,"econometric	j,"econometric	PROPN
ajbmeb-581	136	4	theory	theory	NOUN
ajbmeb-581	136	5	"	"	PUNCT
ajbmeb-581	136	6	,	,	PUNCT
ajbmeb-581	136	7	blackwell	blackwell	PROPN
ajbmeb-581	136	8	publishers	publishers	PROPN
ajbmeb-581	136	9	ltd	ltd	PROPN
ajbmeb-581	136	10	,	,	PUNCT
ajbmeb-581	136	11	oxford	oxford	PROPN
ajbmeb-581	136	12	,	,	PUNCT
ajbmeb-581	136	13	england	england	PROPN
ajbmeb-581	136	14	,	,	PUNCT
ajbmeb-581	136	15	2000	2000	NUM
ajbmeb-581	136	16	.	.	PUNCT
ajbmeb-581	137	1	15	15	NUM
ajbmeb-581	137	2	.	.	PUNCT
ajbmeb-581	138	1	a.hall	a.hall	ADJ
ajbmeb-581	138	2	,	,	PUNCT
ajbmeb-581	138	3	cointegraion	cointegraion	NOUN
ajbmeb-581	138	4	with	with	ADP
ajbmeb-581	138	5	in	in	ADP
ajbmeb-581	138	6	money	money	NOUN
ajbmeb-581	138	7	and	and	CCONJ
ajbmeb-581	138	8	income	income	NOUN
ajbmeb-581	138	9	"	"	PUNCT
ajbmeb-581	138	10	,	,	PUNCT
ajbmeb-581	138	11	oxford	oxford	ADJ
ajbmeb-581	138	12	bulletin	bulletin	NOUN
ajbmeb-581	138	13	of	of	ADP
ajbmeb-581	138	14	economics	economic	NOUN
ajbmeb-581	138	15	and	and	CCONJ
ajbmeb-581	138	16	statstics	statstic	NOUN
ajbmeb-581	138	17	,	,	PUNCT
ajbmeb-581	138	18	vol.120,2005	vol.120,2005	PROPN
ajbmeb-581	138	19	.	.	PUNCT
ajbmeb-581	139	1	16	16	NUM
ajbmeb-581	139	2	.	.	PUNCT
ajbmeb-581	140	1	dr	dr	PROPN
ajbmeb-581	140	2	.	.	PROPN
ajbmeb-581	140	3	gujarat	gujarat	PROPN
ajbmeb-581	140	4	,	,	PUNCT
ajbmeb-581	140	5	econometrics	econometric	NOUN
ajbmeb-581	140	6	,	,	PUNCT
ajbmeb-581	140	7	dar	dar	PROPN
ajbmeb-581	140	8	al	al	PROPN
ajbmeb-581	140	9	-	-	PUNCT
ajbmeb-581	140	10	marikh	marikh	NOUN
ajbmeb-581	140	11	for	for	ADP
ajbmeb-581	140	12	printing	printing	NOUN
ajbmeb-581	140	13	and	and	CCONJ
ajbmeb-581	140	14	publishing	publishing	NOUN
ajbmeb-581	140	15	,	,	PUNCT
ajbmeb-581	140	16	translated	translate	VERB
ajbmeb-581	140	17	by	by	ADP
ajbmeb-581	140	18	:	:	PUNCT
ajbmeb-581	140	19	dr	dr	PROPN
ajbmeb-581	140	20	.	.	PROPN
ajbmeb-581	140	21	hind	hind	PROPN
ajbmeb-581	140	22	abdul	abdul	PROPN
ajbmeb-581	140	23	ghaffar	ghaffar	PROPN
ajbmeb-581	140	24	odeh	odeh	PROPN
ajbmeb-581	140	25	,	,	PUNCT
ajbmeb-581	140	26	kingdom	kingdom	NOUN
ajbmeb-581	140	27	of	of	ADP
ajbmeb-581	140	28	saudi	saudi	PROPN
ajbmeb-581	140	29	arabia	arabia	PROPN
ajbmeb-581	140	30	,	,	PUNCT
ajbmeb-581	140	31	first	first	ADJ
ajbmeb-581	140	32	edition	edition	NOUN
ajbmeb-581	140	33	,	,	PUNCT
ajbmeb-581	140	34	2015	2015	NUM
ajbmeb-581	140	35	,	,	PUNCT
ajbmeb-581	140	36	part	part	NOUN
ajbmeb-581	140	37	two	two	NUM
ajbmeb-581	140	38	.	.	PUNCT
ajbmeb-581	141	1	17	17	NUM
ajbmeb-581	141	2	.	.	PUNCT
ajbmeb-581	142	1	mr	mr	PROPN
ajbmeb-581	142	2	.	.	PROPN
ajbmeb-581	142	3	metwally	metwally	ADV
ajbmeb-581	142	4	abdel	abdel	PROPN
ajbmeb-581	142	5	-	-	PUNCT
ajbmeb-581	142	6	qader	qader	NOUN
ajbmeb-581	142	7	,	,	PUNCT
ajbmeb-581	142	8	deriving	derive	VERB
ajbmeb-581	142	9	the	the	DET
ajbmeb-581	142	10	error	error	NOUN
ajbmeb-581	142	11	correction	correction	NOUN
ajbmeb-581	142	12	model	model	NOUN
ajbmeb-581	142	13	from	from	ADP
ajbmeb-581	142	14	johansen	johansen	PROPN
ajbmeb-581	142	15	's	's	PART
ajbmeb-581	142	16	equivalent	equivalent	ADJ
ajbmeb-581	142	17	integration	integration	NOUN
ajbmeb-581	142	18	test	test	NOUN
ajbmeb-581	142	19	:	:	PUNCT
ajbmeb-581	142	20	a	a	DET
ajbmeb-581	142	21	theoretical	theoretical	ADJ
ajbmeb-581	142	22	framework	framework	NOUN
ajbmeb-581	142	23	and	and	CCONJ
ajbmeb-581	142	24	practical	practical	ADJ
ajbmeb-581	142	25	example	example	NOUN
ajbmeb-581	142	26	using	use	VERB
ajbmeb-581	142	27	eviews6	eviews6	NOUN
ajbmeb-581	142	28	,	,	PUNCT
ajbmeb-581	142	29	higher	high	ADJ
ajbmeb-581	142	30	institute	institute	PROPN
ajbmeb-581	142	31	of	of	ADP
ajbmeb-581	142	32	computers	computer	NOUN
ajbmeb-581	142	33	,	,	PUNCT
ajbmeb-581	142	34	management	management	NOUN
ajbmeb-581	142	35	information	information	NOUN
ajbmeb-581	142	36	systems	system	NOUN
ajbmeb-581	142	37	and	and	CCONJ
ajbmeb-581	142	38	management	management	NOUN
ajbmeb-581	142	39	sciences	science	NOUN
ajbmeb-581	142	40	,	,	PUNCT
ajbmeb-581	142	41	shubra	shubra	NOUN
ajbmeb-581	142	42	elkheima	elkheima	VERB
ajbmeb-581	142	43	egypt	egypt	PROPN
ajbmeb-581	142	44	,	,	PUNCT
ajbmeb-581	142	45	2007	2007	NUM
ajbmeb-581	142	46	.	.	PUNCT