id	sid	tid	token	lemma	pos
cjfa-59253	1	1	7777copernican	7777copernican	NUM
cjfa-59253	1	2	journal	journal	NOUN
cjfa-59253	1	3	of	of	ADP
cjfa-59253	1	4	finance	finance	PROPN
cjfa-59253	1	5	&	&	CCONJ
cjfa-59253	1	6	accounting	accounting	PROPN
cjfa-59253	1	7	e	e	PROPN
cjfa-59253	1	8	-	-	PROPN
cjfa-59253	1	9	issn	issn	PROPN
cjfa-59253	1	10	2300	2300	NUM
cjfa-59253	1	11	-	-	SYM
cjfa-59253	1	12	3065	3065	NUM
cjfa-59253	1	13	p	p	PROPN
cjfa-59253	1	14	-	-	PUNCT
cjfa-59253	1	15	issn	issn	PROPN
cjfa-59253	1	16	2300	2300	NUM
cjfa-59253	1	17	-	-	SYM
cjfa-59253	1	18	12402024	12402024	NUM
cjfa-59253	1	19	,	,	PUNCT
cjfa-59253	1	20	volume	volume	NOUN
cjfa-59253	1	21	13	13	NUM
cjfa-59253	1	22	,	,	PUNCT
cjfa-59253	1	23	issue	issue	VERB
cjfa-59253	1	24	4	4	NUM
cjfa-59253	1	25	date	date	NOUN
cjfa-59253	1	26	of	of	ADP
cjfa-59253	1	27	submission	submission	NOUN
cjfa-59253	1	28	:	:	PUNCT
cjfa-59253	1	29	september	september	PROPN
cjfa-59253	1	30	4	4	NUM
cjfa-59253	1	31	,	,	PUNCT
cjfa-59253	1	32	2024	2024	NUM
cjfa-59253	1	33	;	;	PUNCT
cjfa-59253	1	34	date	date	NOUN
cjfa-59253	1	35	of	of	ADP
cjfa-59253	1	36	acceptance	acceptance	NOUN
cjfa-59253	1	37	:	:	PUNCT
cjfa-59253	1	38	december	december	PROPN
cjfa-59253	1	39	9	9	NUM
cjfa-59253	1	40	,	,	PUNCT
cjfa-59253	1	41	2024	2024	NUM
cjfa-59253	1	42	.	.	PUNCT
cjfa-59253	2	1	*	*	PUNCT
cjfa-59253	2	2	contact	contact	NOUN
cjfa-59253	2	3	information	information	NOUN
cjfa-59253	2	4	:	:	PUNCT
cjfa-59253	3	1	collins.ngwakwe@ul.ac.za	collins.ngwakwe@ul.ac.za	NOUN
cjfa-59253	3	2	,	,	PUNCT
cjfa-59253	3	3	turfloop	turfloop	NOUN
cjfa-59253	3	4	graduate	graduate	NOUN
cjfa-59253	3	5	school	school	NOUN
cjfa-59253	3	6	of	of	ADP
cjfa-59253	3	7	leadership	leadership	NOUN
cjfa-59253	3	8	,	,	PUNCT
cjfa-59253	3	9	university	university	NOUN
cjfa-59253	3	10	of	of	ADP
cjfa-59253	3	11	limpopo	limpopo	PROPN
cjfa-59253	3	12	,	,	PUNCT
cjfa-59253	3	13	webster	webster	PROPN
cjfa-59253	3	14	street	street	PROPN
cjfa-59253	3	15	,	,	PUNCT
cjfa-59253	3	16	polokwane	polokwane	PROPN
cjfa-59253	3	17	0699	0699	NUM
cjfa-59253	3	18	,	,	PUNCT
cjfa-59253	3	19	south	south	PROPN
cjfa-59253	3	20	africa	africa	PROPN
cjfa-59253	3	21	,	,	PUNCT
cjfa-59253	3	22	phone	phone	NOUN
cjfa-59253	3	23	:	:	PUNCT
cjfa-59253	3	24	+27152684252	+27152684252	NUM
cjfa-59253	3	25	;	;	PUNCT
cjfa-59253	3	26	orcid	orcid	PROPN
cjfa-59253	3	27	i	i	NOUN
cjfa-59253	3	28	d	d	PROPN
cjfa-59253	3	29	:	:	PUNCT
cjfa-59253	3	30	https://orcid.org/0000-0002-6954-8897	https://orcid.org/0000-0002-6954-8897	PROPN
cjfa-59253	3	31	.	.	PUNCT
cjfa-59253	3	32	ngwakwe	ngwakwe	PROPN
cjfa-59253	3	33	,	,	PUNCT
cjfa-59253	3	34	c.c	c.c	PROPN
cjfa-59253	3	35	.	.	PROPN
cjfa-59253	3	36	(	(	PUNCT
cjfa-59253	3	37	2024	2024	NUM
cjfa-59253	3	38	)	)	PUNCT
cjfa-59253	3	39	.	.	PUNCT
cjfa-59253	4	1	effectiveness	effectiveness	NOUN
cjfa-59253	4	2	of	of	ADP
cjfa-59253	4	3	open	open	ADJ
cjfa-59253	4	4	,	,	PUNCT
cjfa-59253	4	5	high	high	ADJ
cjfa-59253	4	6	and	and	CCONJ
cjfa-59253	4	7	low	low	ADJ
cjfa-59253	4	8	prices	price	NOUN
cjfa-59253	4	9	in	in	ADP
cjfa-59253	4	10	stock	stock	NOUN
cjfa-59253	4	11	market	market	NOUN
cjfa-59253	4	12	price	price	NOUN
cjfa-59253	4	13	prediction	prediction	NOUN
cjfa-59253	4	14	.	.	PUNCT
cjfa-59253	5	1	copernican	copernican	PROPN
cjfa-59253	5	2	journal	journal	PROPN
cjfa-59253	5	3	of	of	ADP
cjfa-59253	5	4	finance	finance	PROPN
cjfa-59253	5	5	&	&	CCONJ
cjfa-59253	5	6	accounting	accounting	PROPN
cjfa-59253	5	7	,	,	PUNCT
cjfa-59253	5	8	13(4	13(4	NUM
cjfa-59253	5	9	)	)	PUNCT
cjfa-59253	5	10	,	,	PUNCT
cjfa-59253	5	11	77–93	77–93	NUM
cjfa-59253	5	12	.	.	PUNCT
cjfa-59253	6	1	http://dx.doi.org/10.12775/	http://dx.doi.org/10.12775/	PROPN
cjfa-59253	6	2	cjfa.2024.018	cjfa.2024.018	PROPN
cjfa-59253	6	3	collins	collins	PROPN
cjfa-59253	6	4	c.	c.	PROPN
cjfa-59253	6	5	ngwakwe	ngwakwe	PROPN
cjfa-59253	6	6	*	*	PUNCT
cjfa-59253	6	7	university	university	PROPN
cjfa-59253	6	8	of	of	ADP
cjfa-59253	6	9	limpopo	limpopo	PROPN
cjfa-59253	6	10	effectiveness	effectiveness	NOUN
cjfa-59253	6	11	of	of	ADP
cjfa-59253	6	12	open	open	ADJ
cjfa-59253	6	13	,	,	PUNCT
cjfa-59253	6	14	high	high	ADJ
cjfa-59253	6	15	and	and	CCONJ
cjfa-59253	6	16	low	low	ADJ
cjfa-59253	6	17	prices	price	NOUN
cjfa-59253	6	18	in	in	ADP
cjfa-59253	6	19	stock	stock	NOUN
cjfa-59253	6	20	market	market	NOUN
cjfa-59253	6	21	price	price	NOUN
cjfa-59253	6	22	prediction	prediction	NOUN
cjfa-59253	6	23	keywords	keyword	NOUN
cjfa-59253	6	24	:	:	PUNCT
cjfa-59253	6	25	stock	stock	NOUN
cjfa-59253	6	26	price	price	NOUN
cjfa-59253	6	27	,	,	PUNCT
cjfa-59253	6	28	market	market	NOUN
cjfa-59253	6	29	price	price	NOUN
cjfa-59253	6	30	,	,	PUNCT
cjfa-59253	6	31	stock	stock	NOUN
cjfa-59253	6	32	markets	market	NOUN
cjfa-59253	6	33	,	,	PUNCT
cjfa-59253	6	34	price	price	NOUN
cjfa-59253	6	35	prediction	prediction	NOUN
cjfa-59253	6	36	,	,	PUNCT
cjfa-59253	6	37	portfolio	portfolio	NOUN
cjfa-59253	6	38	investment	investment	NOUN
cjfa-59253	6	39	.	.	PUNCT
cjfa-59253	7	1	j	j	PROPN
cjfa-59253	7	2	e	e	PROPN
cjfa-59253	7	3	l	l	PROPN
cjfa-59253	7	4	classification	classification	NOUN
cjfa-59253	7	5	:	:	PUNCT
cjfa-59253	7	6	c53	c53	NOUN
cjfa-59253	7	7	,	,	PUNCT
cjfa-59253	7	8	g1	g1	PROPN
cjfa-59253	7	9	,	,	PUNCT
cjfa-59253	7	10	g3	g3	NOUN
cjfa-59253	7	11	,	,	PUNCT
cjfa-59253	7	12	g11	g11	PROPN
cjfa-59253	7	13	,	,	PUNCT
cjfa-59253	7	14	g15	g15	PROPN
cjfa-59253	7	15	,	,	PUNCT
cjfa-59253	7	16	g14	g14	PROPN
cjfa-59253	7	17	.	.	PUNCT
cjfa-59253	8	1	abstract	abstract	ADJ
cjfa-59253	8	2	:	:	PUNCT
cjfa-59253	8	3	stock	stock	NOUN
cjfa-59253	8	4	market	market	NOUN
cjfa-59253	8	5	price	price	NOUN
cjfa-59253	8	6	prediction	prediction	NOUN
cjfa-59253	8	7	is	be	AUX
cjfa-59253	8	8	vital	vital	ADJ
cjfa-59253	8	9	for	for	ADP
cjfa-59253	8	10	an	an	DET
cjfa-59253	8	11	investment	investment	NOUN
cjfa-59253	8	12	decision	decision	NOUN
cjfa-59253	8	13	amid	amid	ADP
cjfa-59253	8	14	difficulties	difficulty	NOUN
cjfa-59253	8	15	with	with	ADP
cjfa-59253	8	16	effective	effective	ADJ
cjfa-59253	8	17	price	price	NOUN
cjfa-59253	8	18	predictions	prediction	NOUN
cjfa-59253	8	19	.	.	PUNCT
cjfa-59253	9	1	the	the	DET
cjfa-59253	9	2	paper	paper	NOUN
cjfa-59253	9	3	aims	aim	VERB
cjfa-59253	9	4	to	to	PART
cjfa-59253	9	5	analyze	analyze	VERB
cjfa-59253	9	6	the	the	DET
cjfa-59253	9	7	rate	rate	NOUN
cjfa-59253	9	8	of	of	ADP
cjfa-59253	9	9	effectiveness	effectiveness	NOUN
cjfa-59253	9	10	in	in	ADP
cjfa-59253	9	11	actual	actual	ADJ
cjfa-59253	9	12	stock	stock	NOUN
cjfa-59253	9	13	market	market	NOUN
cjfa-59253	9	14	price	price	NOUN
cjfa-59253	9	15	prediction	prediction	NOUN
cjfa-59253	9	16	using	use	VERB
cjfa-59253	9	17	the	the	DET
cjfa-59253	9	18	open	open	ADJ
cjfa-59253	9	19	,	,	PUNCT
cjfa-59253	9	20	high	high	ADJ
cjfa-59253	9	21	,	,	PUNCT
cjfa-59253	9	22	and	and	CCONJ
cjfa-59253	9	23	low	low	ADJ
cjfa-59253	9	24	prices	price	NOUN
cjfa-59253	9	25	.	.	PUNCT
cjfa-59253	10	1	the	the	DET
cjfa-59253	10	2	paper	paper	NOUN
cjfa-59253	10	3	draws	draw	VERB
cjfa-59253	10	4	insight	insight	NOUN
cjfa-59253	10	5	from	from	ADP
cjfa-59253	10	6	diverse	diverse	ADJ
cjfa-59253	10	7	prior	prior	ADJ
cjfa-59253	10	8	research	research	NOUN
cjfa-59253	10	9	with	with	ADP
cjfa-59253	10	10	assorted	assorted	ADJ
cjfa-59253	10	11	models	model	NOUN
cjfa-59253	10	12	such	such	ADJ
cjfa-59253	10	13	as	as	ADP
cjfa-59253	10	14	markov	markov	NOUN
cjfa-59253	10	15	chain	chain	NOUN
cjfa-59253	10	16	,	,	PUNCT
cjfa-59253	10	17	time	time	NOUN
cjfa-59253	10	18	series	series	NOUN
cjfa-59253	10	19	,	,	PUNCT
cjfa-59253	10	20	and	and	CCONJ
cjfa-59253	10	21	computer	computer	NOUN
cjfa-59253	10	22	aided	aid	VERB
cjfa-59253	10	23	stock	stock	NOUN
cjfa-59253	10	24	price	price	NOUN
cjfa-59253	10	25	prediction	prediction	NOUN
cjfa-59253	10	26	.	.	PUNCT
cjfa-59253	11	1	the	the	DET
cjfa-59253	11	2	paper	paper	NOUN
cjfa-59253	11	3	’s	’s	PART
cjfa-59253	11	4	approach	approach	NOUN
cjfa-59253	11	5	is	be	AUX
cjfa-59253	11	6	quantitative	quantitative	ADJ
cjfa-59253	11	7	with	with	ADP
cjfa-59253	11	8	forty	forty	NUM
cjfa-59253	11	9	-	-	PUNCT
cjfa-59253	11	10	three	three	NUM
cjfa-59253	11	11	days	day	NOUN
cjfa-59253	11	12	stock	stock	NOUN
cjfa-59253	11	13	market	market	NOUN
cjfa-59253	11	14	price	price	NOUN
cjfa-59253	11	15	data	datum	NOUN
cjfa-59253	11	16	from	from	ADP
cjfa-59253	11	17	s&p500	s&p500	PROPN
cjfa-59253	11	18	and	and	CCONJ
cjfa-59253	11	19	shanghai	shanghai	PROPN
cjfa-59253	11	20	composite	composite	ADJ
cjfa-59253	11	21	index	index	NOUN
cjfa-59253	11	22	.	.	PUNCT
cjfa-59253	12	1	data	datum	NOUN
cjfa-59253	12	2	was	be	AUX
cjfa-59253	12	3	analyzed	analyze	VERB
cjfa-59253	12	4	with	with	ADP
cjfa-59253	12	5	the	the	DET
cjfa-59253	12	6	regression	regression	NOUN
cjfa-59253	12	7	statistics	statistic	NOUN
cjfa-59253	12	8	.	.	PUNCT
cjfa-59253	13	1	results	result	NOUN
cjfa-59253	13	2	show	show	VERB
cjfa-59253	13	3	that	that	SCONJ
cjfa-59253	13	4	the	the	DET
cjfa-59253	13	5	open	open	ADJ
cjfa-59253	13	6	,	,	PUNCT
cjfa-59253	13	7	high	high	ADJ
cjfa-59253	13	8	,	,	PUNCT
cjfa-59253	13	9	and	and	CCONJ
cjfa-59253	13	10	low	low	ADJ
cjfa-59253	13	11	prices	price	NOUN
cjfa-59253	13	12	can	can	AUX
cjfa-59253	13	13	significantly	significantly	ADV
cjfa-59253	13	14	predict	predict	VERB
cjfa-59253	13	15	the	the	DET
cjfa-59253	13	16	actual	actual	ADJ
cjfa-59253	13	17	market	market	NOUN
cjfa-59253	13	18	price	price	NOUN
cjfa-59253	13	19	at	at	ADP
cjfa-59253	13	20	probability	probability	NOUN
cjfa-59253	13	21	level	level	NOUN
cjfa-59253	13	22	of	of	ADP
cjfa-59253	13	23	p<0.0001	p<0.0001	NOUN
cjfa-59253	13	24	for	for	ADP
cjfa-59253	13	25	both	both	CCONJ
cjfa-59253	13	26	the	the	DET
cjfa-59253	13	27	s&p500	s&p500	NOUN
cjfa-59253	13	28	index	index	NOUN
cjfa-59253	13	29	and	and	CCONJ
cjfa-59253	13	30	the	the	DET
cjfa-59253	13	31	shanghai	shanghai	PROPN
cjfa-59253	13	32	composite	composite	PROPN
cjfa-59253	13	33	index	index	NOUN
cjfa-59253	13	34	.	.	PUNCT
cjfa-59253	14	1	prediction	prediction	NOUN
cjfa-59253	14	2	rates	rate	NOUN
cjfa-59253	14	3	exceed	exceed	VERB
cjfa-59253	14	4	70	70	NUM
cjfa-59253	14	5	%	%	NOUN
cjfa-59253	14	6	for	for	ADP
cjfa-59253	14	7	s&p500	s&p500	NOUN
cjfa-59253	14	8	and	and	CCONJ
cjfa-59253	14	9	over	over	ADP
cjfa-59253	14	10	80	80	NUM
cjfa-59253	14	11	%	%	NOUN
cjfa-59253	14	12	for	for	ADP
cjfa-59253	14	13	shanghai	shanghai	PROPN
cjfa-59253	14	14	composite	composite	PROPN
cjfa-59253	14	15	index	index	NOUN
cjfa-59253	14	16	.	.	PUNCT
cjfa-59253	15	1	the	the	DET
cjfa-59253	15	2	model	model	NOUN
cjfa-59253	15	3	was	be	AUX
cjfa-59253	15	4	verified	verify	VERB
cjfa-59253	15	5	by	by	ADP
cjfa-59253	15	6	using	use	VERB
cjfa-59253	15	7	data	datum	NOUN
cjfa-59253	15	8	for	for	ADP
cjfa-59253	15	9	other	other	ADJ
cjfa-59253	15	10	observation	observation	NOUN
cjfa-59253	15	11	periods	period	NOUN
cjfa-59253	15	12	(	(	PUNCT
cjfa-59253	15	13	during	during	ADP
cjfa-59253	15	14	the	the	DET
cjfa-59253	15	15	covid-19	covid-19	PROPN
cjfa-59253	15	16	and	and	CCONJ
cjfa-59253	15	17	during	during	ADP
cjfa-59253	15	18	the	the	DET
cjfa-59253	15	19	financial	financial	ADJ
cjfa-59253	15	20	crisis	crisis	NOUN
cjfa-59253	15	21	)	)	PUNCT
cjfa-59253	15	22	.	.	PUNCT
cjfa-59253	16	1	the	the	DET
cjfa-59253	16	2	implication	implication	NOUN
cjfa-59253	16	3	therefore	therefore	ADV
cjfa-59253	16	4	is	be	AUX
cjfa-59253	16	5	that	that	SCONJ
cjfa-59253	16	6	in	in	ADP
cjfa-59253	16	7	the	the	DET
cjfa-59253	16	8	absence	absence	NOUN
cjfa-59253	16	9	of	of	ADP
cjfa-59253	16	10	other	other	ADJ
cjfa-59253	16	11	expensive	expensive	ADJ
cjfa-59253	16	12	market	market	NOUN
cjfa-59253	16	13	information	information	NOUN
cjfa-59253	16	14	,	,	PUNCT
cjfa-59253	16	15	an	an	DET
cjfa-59253	16	16	average	average	ADJ
cjfa-59253	16	17	investor	investor	NOUN
cjfa-59253	16	18	may	may	AUX
cjfa-59253	16	19	use	use	VERB
cjfa-59253	16	20	the	the	DET
cjfa-59253	16	21	open	open	ADJ
cjfa-59253	16	22	,	,	PUNCT
cjfa-59253	16	23	high	high	ADJ
cjfa-59253	16	24	,	,	PUNCT
cjfa-59253	16	25	and	and	CCONJ
cjfa-59253	16	26	low	low	ADJ
cjfa-59253	16	27	prices	price	NOUN
cjfa-59253	16	28	to	to	PART
cjfa-59253	16	29	make	make	VERB
cjfa-59253	16	30	a	a	DET
cjfa-59253	16	31	useful	useful	ADJ
cjfa-59253	16	32	prediction	prediction	NOUN
cjfa-59253	16	33	of	of	ADP
cjfa-59253	16	34	actual	actual	ADJ
cjfa-59253	16	35	stock	stock	NOUN
cjfa-59253	16	36	market	market	NOUN
cjfa-59253	16	37	price	price	NOUN
cjfa-59253	16	38	.	.	PUNCT
cjfa-59253	17	1	the	the	DET
cjfa-59253	17	2	findings	finding	NOUN
cjfa-59253	17	3	present	present	VERB
cjfa-59253	17	4	a	a	DET
cjfa-59253	17	5	useful	useful	ADJ
cjfa-59253	17	6	case	case	NOUN
cjfa-59253	17	7	reading	read	VERB
cjfa-59253	17	8	for	for	ADP
cjfa-59253	17	9	academics	academic	NOUN
cjfa-59253	17	10	in	in	ADP
cjfa-59253	17	11	business	business	NOUN
cjfa-59253	17	12	schools	school	NOUN
cjfa-59253	17	13	and	and	CCONJ
cjfa-59253	17	14	offer	offer	VERB
cjfa-59253	17	15	an	an	DET
cjfa-59253	17	16	agender	agender	NOUN
cjfa-59253	17	17	for	for	ADP
cjfa-59253	17	18	future	future	ADJ
cjfa-59253	17	19	research	research	NOUN
cjfa-59253	17	20	to	to	PART
cjfa-59253	17	21	apply	apply	VERB
cjfa-59253	17	22	this	this	DET
cjfa-59253	17	23	model	model	NOUN
cjfa-59253	17	24	in	in	ADP
cjfa-59253	17	25	other	other	ADJ
cjfa-59253	17	26	stock	stock	NOUN
cjfa-59253	17	27	markets	market	NOUN
cjfa-59253	17	28	.	.	PUNCT
cjfa-59253	18	1	the	the	DET
cjfa-59253	18	2	paper	paper	NOUN
cjfa-59253	18	3	offers	offer	VERB
cjfa-59253	18	4	http://dx.doi.org/10.12775/cjfa.2024.018	http://dx.doi.org/10.12775/cjfa.2024.018	X
cjfa-59253	18	5	http://dx.doi.org/10.12775/cjfa.2024.018	http://dx.doi.org/10.12775/cjfa.2024.018	PROPN
cjfa-59253	18	6	collins	collins	PROPN
cjfa-59253	18	7	c.	c.	PROPN
cjfa-59253	18	8	ngwakwe7878	ngwakwe7878	PROPN
cjfa-59253	18	9	a	a	DET
cjfa-59253	18	10	novel	novel	ADJ
cjfa-59253	18	11	value	value	NOUN
cjfa-59253	18	12	from	from	ADP
cjfa-59253	18	13	the	the	DET
cjfa-59253	18	14	finding	finding	NOUN
cjfa-59253	18	15	by	by	ADP
cjfa-59253	18	16	demonstrating	demonstrate	VERB
cjfa-59253	18	17	that	that	SCONJ
cjfa-59253	18	18	the	the	DET
cjfa-59253	18	19	application	application	NOUN
cjfa-59253	18	20	of	of	ADP
cjfa-59253	18	21	open	open	ADJ
cjfa-59253	18	22	,	,	PUNCT
cjfa-59253	18	23	high	high	ADJ
cjfa-59253	18	24	,	,	PUNCT
cjfa-59253	18	25	and	and	CCONJ
cjfa-59253	18	26	low	low	ADJ
cjfa-59253	18	27	prices	price	NOUN
cjfa-59253	18	28	in	in	ADP
cjfa-59253	18	29	predicting	predict	VERB
cjfa-59253	18	30	stock	stock	NOUN
cjfa-59253	18	31	prices	price	NOUN
cjfa-59253	18	32	with	with	ADP
cjfa-59253	18	33	regression	regression	NOUN
cjfa-59253	18	34	analysis	analysis	NOUN
cjfa-59253	18	35	may	may	AUX
cjfa-59253	18	36	give	give	VERB
cjfa-59253	18	37	a	a	DET
cjfa-59253	18	38	stock	stock	NOUN
cjfa-59253	18	39	price	price	NOUN
cjfa-59253	18	40	prediction	prediction	NOUN
cjfa-59253	18	41	accuracy	accuracy	NOUN
cjfa-59253	18	42	rate	rate	NOUN
cjfa-59253	18	43	of	of	ADP
cjfa-59253	18	44	over	over	ADP
cjfa-59253	18	45	80	80	NUM
cjfa-59253	18	46	percent	percent	NOUN
cjfa-59253	18	47	.	.	PUNCT
cjfa-59253	18	48	 	 	SPACE
cjfa-59253	19	1	introduction	introduction	NOUN
cjfa-59253	19	2	 	 	SPACE
cjfa-59253	19	3	introduction	introduction	NOUN
cjfa-59253	19	4	prediction	prediction	NOUN
cjfa-59253	19	5	of	of	ADP
cjfa-59253	19	6	stock	stock	NOUN
cjfa-59253	19	7	price	price	NOUN
cjfa-59253	19	8	is	be	AUX
cjfa-59253	19	9	an	an	DET
cjfa-59253	19	10	important	important	ADJ
cjfa-59253	19	11	decision	decision	NOUN
cjfa-59253	19	12	tool	tool	NOUN
cjfa-59253	19	13	for	for	ADP
cjfa-59253	19	14	stock	stock	NOUN
cjfa-59253	19	15	investment	investment	NOUN
cjfa-59253	19	16	in	in	ADP
cjfa-59253	19	17	global	global	ADJ
cjfa-59253	19	18	stock	stock	NOUN
cjfa-59253	19	19	markets	market	NOUN
cjfa-59253	19	20	.	.	PUNCT
cjfa-59253	20	1	this	this	PRON
cjfa-59253	20	2	is	be	AUX
cjfa-59253	20	3	because	because	SCONJ
cjfa-59253	20	4	price	price	NOUN
cjfa-59253	20	5	is	be	AUX
cjfa-59253	20	6	the	the	DET
cjfa-59253	20	7	key	key	ADJ
cjfa-59253	20	8	variable	variable	NOUN
cjfa-59253	20	9	in	in	ADP
cjfa-59253	20	10	the	the	DET
cjfa-59253	20	11	portfolio	portfolio	NOUN
cjfa-59253	20	12	market	market	NOUN
cjfa-59253	20	13	as	as	ADP
cjfa-59253	20	14	economic	economic	ADJ
cjfa-59253	20	15	and	and	CCONJ
cjfa-59253	20	16	market	market	NOUN
cjfa-59253	20	17	conditions	condition	NOUN
cjfa-59253	20	18	are	be	AUX
cjfa-59253	20	19	in	in	ADP
cjfa-59253	20	20	a	a	DET
cjfa-59253	20	21	constant	constant	ADJ
cjfa-59253	20	22	change	change	NOUN
cjfa-59253	20	23	,	,	PUNCT
cjfa-59253	20	24	and	and	CCONJ
cjfa-59253	20	25	it	it	PRON
cjfa-59253	20	26	puzzles	puzzle	VERB
cjfa-59253	20	27	the	the	DET
cjfa-59253	20	28	investors	investor	NOUN
cjfa-59253	20	29	’	’	PART
cjfa-59253	20	30	ability	ability	NOUN
cjfa-59253	20	31	to	to	PART
cjfa-59253	20	32	make	make	VERB
cjfa-59253	20	33	decisions	decision	NOUN
cjfa-59253	20	34	(	(	PUNCT
cjfa-59253	20	35	ringmu	ringmu	NOUN
cjfa-59253	20	36	&	&	CCONJ
cjfa-59253	20	37	oumar	oumar	PROPN
cjfa-59253	20	38	,	,	PUNCT
cjfa-59253	20	39	2022	2022	NUM
cjfa-59253	20	40	)	)	PUNCT
cjfa-59253	20	41	.	.	PUNCT
cjfa-59253	21	1	accordingly	accordingly	ADV
cjfa-59253	21	2	,	,	PUNCT
cjfa-59253	21	3	investors	investor	NOUN
cjfa-59253	21	4	are	be	AUX
cjfa-59253	21	5	actively	actively	ADV
cjfa-59253	21	6	looking	look	VERB
cjfa-59253	21	7	for	for	ADP
cjfa-59253	21	8	the	the	DET
cjfa-59253	21	9	best	good	ADJ
cjfa-59253	21	10	price	price	NOUN
cjfa-59253	21	11	point	point	NOUN
cjfa-59253	21	12	to	to	PART
cjfa-59253	21	13	sell	sell	VERB
cjfa-59253	21	14	and	and	CCONJ
cjfa-59253	21	15	buy	buy	VERB
cjfa-59253	21	16	stocks	stock	NOUN
cjfa-59253	21	17	and	and	CCONJ
cjfa-59253	21	18	bonds	bond	NOUN
cjfa-59253	21	19	in	in	ADP
cjfa-59253	21	20	the	the	DET
cjfa-59253	21	21	capital	capital	NOUN
cjfa-59253	21	22	markets	market	NOUN
cjfa-59253	21	23	(	(	PUNCT
cjfa-59253	21	24	enow	enow	NOUN
cjfa-59253	21	25	,	,	PUNCT
cjfa-59253	21	26	2022	2022	NUM
cjfa-59253	21	27	)	)	PUNCT
cjfa-59253	21	28	.	.	PUNCT
cjfa-59253	22	1	in	in	ADP
cjfa-59253	22	2	the	the	DET
cjfa-59253	22	3	same	same	ADJ
cjfa-59253	22	4	vein	vein	NOUN
cjfa-59253	22	5	,	,	PUNCT
cjfa-59253	22	6	stock	stock	NOUN
cjfa-59253	22	7	market	market	NOUN
cjfa-59253	22	8	players	player	NOUN
cjfa-59253	22	9	seek	seek	VERB
cjfa-59253	22	10	the	the	DET
cjfa-59253	22	11	most	most	ADV
cjfa-59253	22	12	reliable	reliable	ADJ
cjfa-59253	22	13	portfolios	portfolio	NOUN
cjfa-59253	22	14	or	or	CCONJ
cjfa-59253	22	15	a	a	DET
cjfa-59253	22	16	combination	combination	NOUN
cjfa-59253	22	17	of	of	ADP
cjfa-59253	22	18	portfolios	portfolio	NOUN
cjfa-59253	22	19	to	to	PART
cjfa-59253	22	20	invest	invest	VERB
cjfa-59253	22	21	their	their	PRON
cjfa-59253	22	22	capital	capital	NOUN
cjfa-59253	22	23	.	.	PUNCT
cjfa-59253	23	1	this	this	PRON
cjfa-59253	23	2	is	be	AUX
cjfa-59253	23	3	because	because	SCONJ
cjfa-59253	23	4	irrespective	irrespective	ADJ
cjfa-59253	23	5	of	of	ADP
cjfa-59253	23	6	the	the	DET
cjfa-59253	23	7	significance	significance	NOUN
cjfa-59253	23	8	level	level	NOUN
cjfa-59253	23	9	of	of	ADP
cjfa-59253	23	10	fluctuation	fluctuation	NOUN
cjfa-59253	23	11	,	,	PUNCT
cjfa-59253	23	12	a	a	DET
cjfa-59253	23	13	minor	minor	ADJ
cjfa-59253	23	14	fluctuation	fluctuation	NOUN
cjfa-59253	23	15	in	in	ADP
cjfa-59253	23	16	stock	stock	NOUN
cjfa-59253	23	17	or	or	CCONJ
cjfa-59253	23	18	bond	bond	NOUN
cjfa-59253	23	19	prices	price	NOUN
cjfa-59253	23	20	may	may	AUX
cjfa-59253	23	21	have	have	VERB
cjfa-59253	23	22	a	a	DET
cjfa-59253	23	23	huge	huge	ADJ
cjfa-59253	23	24	financial	financial	ADJ
cjfa-59253	23	25	impact	impact	NOUN
cjfa-59253	23	26	on	on	ADP
cjfa-59253	23	27	investors	investor	NOUN
cjfa-59253	23	28	’	'	PUNCT
cjfa-59253	23	29	ability	ability	NOUN
cjfa-59253	23	30	to	to	PART
cjfa-59253	23	31	make	make	VERB
cjfa-59253	23	32	expected	expect	VERB
cjfa-59253	23	33	profits	profit	NOUN
cjfa-59253	23	34	on	on	ADP
cjfa-59253	23	35	stocks	stock	NOUN
cjfa-59253	23	36	and	and	CCONJ
cjfa-59253	23	37	bonds	bond	NOUN
cjfa-59253	23	38	from	from	ADP
cjfa-59253	23	39	capital	capital	NOUN
cjfa-59253	23	40	market	market	NOUN
cjfa-59253	23	41	investment	investment	NOUN
cjfa-59253	23	42	.	.	PUNCT
cjfa-59253	24	1	the	the	DET
cjfa-59253	24	2	issue	issue	NOUN
cjfa-59253	24	3	of	of	ADP
cjfa-59253	24	4	security	security	NOUN
cjfa-59253	24	5	prices	price	NOUN
cjfa-59253	24	6	and	and	CCONJ
cjfa-59253	24	7	predictive	predictive	ADJ
cjfa-59253	24	8	models	model	NOUN
cjfa-59253	24	9	has	have	AUX
cjfa-59253	24	10	continued	continue	VERB
cjfa-59253	24	11	to	to	PART
cjfa-59253	24	12	be	be	AUX
cjfa-59253	24	13	debated	debate	VERB
cjfa-59253	24	14	in	in	ADP
cjfa-59253	24	15	economic	economic	ADJ
cjfa-59253	24	16	and	and	CCONJ
cjfa-59253	24	17	financial	financial	ADJ
cjfa-59253	24	18	research	research	NOUN
cjfa-59253	24	19	,	,	PUNCT
cjfa-59253	24	20	as	as	SCONJ
cjfa-59253	24	21	no	no	DET
cjfa-59253	24	22	clear	clear	ADJ
cjfa-59253	24	23	agreement	agreement	NOUN
cjfa-59253	24	24	exists	exist	VERB
cjfa-59253	24	25	between	between	ADP
cjfa-59253	24	26	researchers	researcher	NOUN
cjfa-59253	24	27	in	in	ADP
cjfa-59253	24	28	their	their	PRON
cjfa-59253	24	29	models	model	NOUN
cjfa-59253	24	30	.	.	PUNCT
cjfa-59253	25	1	yet	yet	ADV
cjfa-59253	25	2	,	,	PUNCT
cjfa-59253	25	3	the	the	DET
cjfa-59253	25	4	ability	ability	NOUN
cjfa-59253	25	5	of	of	ADP
cjfa-59253	25	6	investors	investor	NOUN
cjfa-59253	25	7	to	to	PART
cjfa-59253	25	8	track	track	VERB
cjfa-59253	25	9	the	the	DET
cjfa-59253	25	10	price	price	NOUN
cjfa-59253	25	11	movement	movement	NOUN
cjfa-59253	25	12	of	of	ADP
cjfa-59253	25	13	stocks	stock	NOUN
cjfa-59253	25	14	and	and	CCONJ
cjfa-59253	25	15	bonds	bond	NOUN
cjfa-59253	25	16	remains	remain	VERB
cjfa-59253	25	17	an	an	DET
cjfa-59253	25	18	important	important	ADJ
cjfa-59253	25	19	information	information	NOUN
cjfa-59253	25	20	for	for	ADP
cjfa-59253	25	21	stock	stock	NOUN
cjfa-59253	25	22	trading	trading	NOUN
cjfa-59253	25	23	and	and	CCONJ
cjfa-59253	25	24	pricing	pricing	NOUN
cjfa-59253	25	25	of	of	ADP
cjfa-59253	25	26	assets	asset	NOUN
cjfa-59253	25	27	(	(	PUNCT
cjfa-59253	25	28	enow	enow	NOUN
cjfa-59253	25	29	,	,	PUNCT
cjfa-59253	25	30	2022	2022	NUM
cjfa-59253	25	31	)	)	PUNCT
cjfa-59253	25	32	.	.	PUNCT
cjfa-59253	26	1	amidst	amidst	ADP
cjfa-59253	26	2	many	many	ADJ
cjfa-59253	26	3	existing	exist	VERB
cjfa-59253	26	4	literature	literature	NOUN
cjfa-59253	26	5	models	model	NOUN
cjfa-59253	26	6	,	,	PUNCT
cjfa-59253	26	7	none	none	NOUN
cjfa-59253	26	8	can	can	AUX
cjfa-59253	26	9	be	be	AUX
cjfa-59253	26	10	said	say	VERB
cjfa-59253	26	11	to	to	PART
cjfa-59253	26	12	provide	provide	VERB
cjfa-59253	26	13	an	an	DET
cjfa-59253	26	14	exact	exact	ADJ
cjfa-59253	26	15	and/	and/	NOUN
cjfa-59253	26	16	or	or	CCONJ
cjfa-59253	26	17	sacrosanct	sacrosanct	ADJ
cjfa-59253	26	18	model	model	NOUN
cjfa-59253	26	19	for	for	ADP
cjfa-59253	26	20	predicting	predict	VERB
cjfa-59253	26	21	stock	stock	NOUN
cjfa-59253	26	22	market	market	NOUN
cjfa-59253	26	23	price	price	NOUN
cjfa-59253	26	24	fluctuations	fluctuation	NOUN
cjfa-59253	26	25	(	(	PUNCT
cjfa-59253	26	26	combes	combes	PROPN
cjfa-59253	26	27	&	&	CCONJ
cjfa-59253	26	28	dussauchoy	dussauchoy	PROPN
cjfa-59253	26	29	,	,	PUNCT
cjfa-59253	26	30	2006	2006	NUM
cjfa-59253	26	31	)	)	PUNCT
cjfa-59253	26	32	.	.	PUNCT
cjfa-59253	27	1	hence	hence	ADV
cjfa-59253	27	2	,	,	PUNCT
cjfa-59253	27	3	the	the	DET
cjfa-59253	27	4	importance	importance	NOUN
cjfa-59253	27	5	of	of	ADP
cjfa-59253	27	6	continued	continue	VERB
cjfa-59253	27	7	research	research	NOUN
cjfa-59253	27	8	in	in	ADP
cjfa-59253	27	9	this	this	DET
cjfa-59253	27	10	economic	economic	ADJ
cjfa-59253	27	11	and	and	CCONJ
cjfa-59253	27	12	finance	finance	NOUN
cjfa-59253	27	13	research	research	NOUN
cjfa-59253	27	14	niche	niche	NOUN
cjfa-59253	27	15	to	to	PART
cjfa-59253	27	16	contribute	contribute	VERB
cjfa-59253	27	17	new	new	ADJ
cjfa-59253	27	18	findings	finding	NOUN
cjfa-59253	27	19	to	to	ADP
cjfa-59253	27	20	existing	exist	VERB
cjfa-59253	27	21	knowledge	knowledge	NOUN
cjfa-59253	27	22	for	for	ADP
cjfa-59253	27	23	assisting	assist	VERB
cjfa-59253	27	24	stock	stock	NOUN
cjfa-59253	27	25	market	market	NOUN
cjfa-59253	27	26	participants	participant	NOUN
cjfa-59253	27	27	and	and	CCONJ
cjfa-59253	27	28	business	business	NOUN
cjfa-59253	27	29	financial	financial	ADJ
cjfa-59253	27	30	portfolio	portfolio	NOUN
cjfa-59253	27	31	managers	manager	NOUN
cjfa-59253	27	32	in	in	ADP
cjfa-59253	27	33	making	make	VERB
cjfa-59253	27	34	investment	investment	NOUN
cjfa-59253	27	35	decisions	decision	NOUN
cjfa-59253	27	36	.	.	PUNCT
cjfa-59253	28	1	some	some	DET
cjfa-59253	28	2	related	relate	VERB
cjfa-59253	28	3	research	research	NOUN
cjfa-59253	28	4	in	in	ADP
cjfa-59253	28	5	the	the	DET
cjfa-59253	28	6	niche	niche	NOUN
cjfa-59253	28	7	of	of	ADP
cjfa-59253	28	8	stock	stock	NOUN
cjfa-59253	28	9	price	price	NOUN
cjfa-59253	28	10	prediction	prediction	NOUN
cjfa-59253	28	11	includes	include	VERB
cjfa-59253	28	12	those	those	PRON
cjfa-59253	28	13	on	on	ADP
cjfa-59253	28	14	the	the	DET
cjfa-59253	28	15	usage	usage	NOUN
cjfa-59253	28	16	of	of	ADP
cjfa-59253	28	17	the	the	DET
cjfa-59253	28	18	machov	machov	ADJ
cjfa-59253	28	19	chain	chain	NOUN
cjfa-59253	28	20	model	model	NOUN
cjfa-59253	28	21	of	of	ADP
cjfa-59253	28	22	stock	stock	NOUN
cjfa-59253	28	23	price	price	NOUN
cjfa-59253	28	24	prediction	prediction	NOUN
cjfa-59253	28	25	(	(	PUNCT
cjfa-59253	28	26	yavuz	yavuz	PROPN
cjfa-59253	28	27	,	,	PUNCT
cjfa-59253	28	28	2019	2019	NUM
cjfa-59253	28	29	;	;	PUNCT
cjfa-59253	28	30	enow	enow	NOUN
cjfa-59253	28	31	,	,	PUNCT
cjfa-59253	28	32	2022	2022	NUM
cjfa-59253	28	33	)	)	PUNCT
cjfa-59253	28	34	,	,	PUNCT
cjfa-59253	28	35	the	the	DET
cjfa-59253	28	36	sensitivity	sensitivity	NOUN
cjfa-59253	28	37	analysis	analysis	NOUN
cjfa-59253	28	38	application	application	NOUN
cjfa-59253	28	39	to	to	ADP
cjfa-59253	28	40	stock	stock	NOUN
cjfa-59253	28	41	price	price	NOUN
cjfa-59253	28	42	prediction	prediction	NOUN
cjfa-59253	28	43	(	(	PUNCT
cjfa-59253	28	44	da	da	PROPN
cjfa-59253	28	45	silva	silva	NOUN
cjfa-59253	28	46	,	,	PUNCT
cjfa-59253	28	47	2021	2021	NUM
cjfa-59253	28	48	)	)	PUNCT
cjfa-59253	28	49	,	,	PUNCT
cjfa-59253	28	50	and	and	CCONJ
cjfa-59253	28	51	the	the	DET
cjfa-59253	28	52	application	application	NOUN
cjfa-59253	28	53	of	of	ADP
cjfa-59253	28	54	ann	ann	PROPN
cjfa-59253	28	55	and	and	CCONJ
cjfa-59253	28	56	anfis	anfis	PROPN
cjfa-59253	28	57	approaches	approach	NOUN
cjfa-59253	28	58	to	to	ADP
cjfa-59253	28	59	stock	stock	NOUN
cjfa-59253	28	60	price	price	NOUN
cjfa-59253	28	61	prediction	prediction	NOUN
cjfa-59253	28	62	(	(	PUNCT
cjfa-59253	28	63	billah	billah	PROPN
cjfa-59253	28	64	,	,	PUNCT
cjfa-59253	28	65	waheed	waheed	PROPN
cjfa-59253	28	66	&	&	CCONJ
cjfa-59253	28	67	hanifa	hanifa	PROPN
cjfa-59253	28	68	,	,	PUNCT
cjfa-59253	28	69	2015	2015	NUM
cjfa-59253	28	70	)	)	PUNCT
cjfa-59253	28	71	.	.	PUNCT
cjfa-59253	29	1	furthermore	furthermore	ADV
cjfa-59253	29	2	,	,	PUNCT
cjfa-59253	29	3	other	other	ADJ
cjfa-59253	29	4	researchers	researcher	NOUN
cjfa-59253	29	5	applied	apply	VERB
cjfa-59253	29	6	the	the	DET
cjfa-59253	29	7	mont	mont	PROPN
cjfa-59253	29	8	calor	calor	PROPN
cjfa-59253	29	9	model	model	NOUN
cjfa-59253	29	10	to	to	PART
cjfa-59253	29	11	predict	predict	VERB
cjfa-59253	29	12	price	price	NOUN
cjfa-59253	29	13	(	(	PUNCT
cjfa-59253	29	14	eraker	eraker	ADV
cjfa-59253	29	15	,	,	PUNCT
cjfa-59253	29	16	2001	2001	NUM
cjfa-59253	29	17	)	)	PUNCT
cjfa-59253	29	18	,	,	PUNCT
cjfa-59253	29	19	and	and	CCONJ
cjfa-59253	29	20	others	other	NOUN
cjfa-59253	29	21	applied	apply	VERB
cjfa-59253	29	22	the	the	DET
cjfa-59253	29	23	natural	natural	ADJ
cjfa-59253	29	24	experiment	experiment	NOUN
cjfa-59253	29	25	of	of	ADP
cjfa-59253	29	26	stock	stock	NOUN
cjfa-59253	29	27	price	price	NOUN
cjfa-59253	29	28	prediction	prediction	NOUN
cjfa-59253	29	29	(	(	PUNCT
cjfa-59253	29	30	ellul	ellul	NOUN
cjfa-59253	29	31	,	,	PUNCT
cjfa-59253	29	32	shin	shin	PROPN
cjfa-59253	29	33	&	&	CCONJ
cjfa-59253	29	34	tonks	tonks	PROPN
cjfa-59253	29	35	,	,	PUNCT
cjfa-59253	29	36	2005	2005	NUM
cjfa-59253	29	37	)	)	PUNCT
cjfa-59253	29	38	.	.	PUNCT
cjfa-59253	30	1	however	however	ADV
cjfa-59253	30	2	,	,	PUNCT
cjfa-59253	30	3	this	this	DET
cjfa-59253	30	4	current	current	ADJ
cjfa-59253	30	5	research	research	NOUN
cjfa-59253	30	6	takes	take	VERB
cjfa-59253	30	7	a	a	DET
cjfa-59253	30	8	slightly	slightly	ADV
cjfa-59253	30	9	different	different	ADJ
cjfa-59253	30	10	approach	approach	NOUN
cjfa-59253	30	11	to	to	PART
cjfa-59253	30	12	examine	examine	VERB
cjfa-59253	30	13	this	this	DET
cjfa-59253	30	14	phenomenon	phenomenon	NOUN
cjfa-59253	30	15	by	by	ADP
cjfa-59253	30	16	focusing	focus	VERB
cjfa-59253	30	17	on	on	ADP
cjfa-59253	30	18	the	the	DET
cjfa-59253	30	19	analysis	analysis	NOUN
cjfa-59253	30	20	of	of	ADP
cjfa-59253	30	21	how	how	SCONJ
cjfa-59253	30	22	effective	effective	ADJ
cjfa-59253	30	23	the	the	DET
cjfa-59253	30	24	open	open	ADJ
cjfa-59253	30	25	-	-	PUNCT
cjfa-59253	30	26	high	high	ADJ
cjfa-59253	30	27	-	-	PUNCT
cjfa-59253	30	28	low	low	NOUN
cjfa-59253	30	29	prices	price	NOUN
cjfa-59253	30	30	could	could	AUX
cjfa-59253	30	31	be	be	AUX
cjfa-59253	30	32	in	in	ADP
cjfa-59253	30	33	predicting	predict	VERB
cjfa-59253	30	34	the	the	DET
cjfa-59253	30	35	market	market	NOUN
cjfa-59253	30	36	price	price	NOUN
cjfa-59253	30	37	of	of	ADP
cjfa-59253	30	38	effectiveness	effectiveness	NOUN
cjfa-59253	30	39	of	of	ADP
cjfa-59253	30	40	open	open	ADJ
cjfa-59253	30	41	,	,	PUNCT
cjfa-59253	30	42	high	high	ADJ
cjfa-59253	30	43	and	and	CCONJ
cjfa-59253	30	44	low	low	ADJ
cjfa-59253	30	45	prices	price	NOUN
cjfa-59253	30	46	in	in	ADP
cjfa-59253	30	47	stock	stock	NOUN
cjfa-59253	30	48	market	market	NOUN
cjfa-59253	30	49	…	…	PUNCT
cjfa-59253	30	50	7979	7979	NUM
cjfa-59253	30	51	stocks	stock	NOUN
cjfa-59253	30	52	,	,	PUNCT
cjfa-59253	30	53	and	and	CCONJ
cjfa-59253	30	54	it	it	PRON
cjfa-59253	30	55	uses	use	VERB
cjfa-59253	30	56	the	the	DET
cjfa-59253	30	57	multiple	multiple	ADJ
cjfa-59253	30	58	regression	regression	NOUN
cjfa-59253	30	59	approach	approach	NOUN
cjfa-59253	30	60	to	to	PART
cjfa-59253	30	61	analyse	analyse	VERB
cjfa-59253	30	62	the	the	DET
cjfa-59253	30	63	prediction	prediction	NOUN
cjfa-59253	30	64	ability	ability	NOUN
cjfa-59253	30	65	of	of	ADP
cjfa-59253	30	66	these	these	DET
cjfa-59253	30	67	predictor	predictor	NOUN
cjfa-59253	30	68	variables	variable	NOUN
cjfa-59253	30	69	.	.	PUNCT
cjfa-59253	31	1	the	the	DET
cjfa-59253	31	2	paper	paper	NOUN
cjfa-59253	31	3	highlights	highlight	NOUN
cjfa-59253	31	4	that	that	SCONJ
cjfa-59253	31	5	in	in	ADP
cjfa-59253	31	6	the	the	DET
cjfa-59253	31	7	absence	absence	NOUN
cjfa-59253	31	8	of	of	ADP
cjfa-59253	31	9	expensive	expensive	ADJ
cjfa-59253	31	10	market	market	NOUN
cjfa-59253	31	11	information	information	NOUN
cjfa-59253	31	12	for	for	ADP
cjfa-59253	31	13	predicting	predict	VERB
cjfa-59253	31	14	the	the	DET
cjfa-59253	31	15	market	market	NOUN
cjfa-59253	31	16	price	price	NOUN
cjfa-59253	31	17	,	,	PUNCT
cjfa-59253	31	18	the	the	DET
cjfa-59253	31	19	open	open	ADJ
cjfa-59253	31	20	,	,	PUNCT
cjfa-59253	31	21	high	high	ADJ
cjfa-59253	31	22	,	,	PUNCT
cjfa-59253	31	23	and	and	CCONJ
cjfa-59253	31	24	low	low	ADJ
cjfa-59253	31	25	prices	price	NOUN
cjfa-59253	31	26	may	may	AUX
cjfa-59253	31	27	be	be	AUX
cjfa-59253	31	28	a	a	DET
cjfa-59253	31	29	veritable	veritable	ADJ
cjfa-59253	31	30	and	and	CCONJ
cjfa-59253	31	31	freely	freely	ADV
cjfa-59253	31	32	available	available	ADJ
cjfa-59253	31	33	stock	stock	NOUN
cjfa-59253	31	34	market	market	NOUN
cjfa-59253	31	35	information	information	NOUN
cjfa-59253	31	36	that	that	PRON
cjfa-59253	31	37	analysts	analyst	NOUN
cjfa-59253	31	38	and	and	CCONJ
cjfa-59253	31	39	investors	investor	NOUN
cjfa-59253	31	40	may	may	AUX
cjfa-59253	31	41	utilize	utilize	VERB
cjfa-59253	31	42	for	for	ADP
cjfa-59253	31	43	market	market	NOUN
cjfa-59253	31	44	price	price	NOUN
cjfa-59253	31	45	prediction	prediction	NOUN
cjfa-59253	31	46	and	and	CCONJ
cjfa-59253	31	47	the	the	DET
cjfa-59253	31	48	associated	associated	ADJ
cjfa-59253	31	49	investment	investment	NOUN
cjfa-59253	31	50	decisions	decision	NOUN
cjfa-59253	31	51	.	.	PUNCT
cjfa-59253	32	1	accordingly	accordingly	ADV
cjfa-59253	32	2	,	,	PUNCT
cjfa-59253	32	3	this	this	DET
cjfa-59253	32	4	paper	paper	NOUN
cjfa-59253	32	5	contributes	contribute	VERB
cjfa-59253	32	6	new	new	ADJ
cjfa-59253	32	7	knowledge	knowledge	NOUN
cjfa-59253	32	8	to	to	ADP
cjfa-59253	32	9	the	the	DET
cjfa-59253	32	10	extant	extant	ADJ
cjfa-59253	32	11	literature	literature	NOUN
cjfa-59253	32	12	on	on	ADP
cjfa-59253	32	13	stock	stock	NOUN
cjfa-59253	32	14	market	market	NOUN
cjfa-59253	32	15	price	price	NOUN
cjfa-59253	32	16	prediction	prediction	NOUN
cjfa-59253	32	17	for	for	ADP
cjfa-59253	32	18	informed	informed	ADJ
cjfa-59253	32	19	investment	investment	NOUN
cjfa-59253	32	20	decision	decision	NOUN
cjfa-59253	32	21	by	by	ADP
cjfa-59253	32	22	stock	stock	NOUN
cjfa-59253	32	23	market	market	NOUN
cjfa-59253	32	24	participants	participant	NOUN
cjfa-59253	32	25	and	and	CCONJ
cjfa-59253	32	26	managers	manager	NOUN
cjfa-59253	32	27	who	who	PRON
cjfa-59253	32	28	rely	rely	VERB
cjfa-59253	32	29	on	on	ADP
cjfa-59253	32	30	availability	availability	NOUN
cjfa-59253	32	31	of	of	ADP
cjfa-59253	32	32	stock	stock	NOUN
cjfa-59253	32	33	price	price	NOUN
cjfa-59253	32	34	predictions	prediction	NOUN
cjfa-59253	32	35	for	for	ADP
cjfa-59253	32	36	portfolio	portfolio	NOUN
cjfa-59253	32	37	management	management	NOUN
cjfa-59253	32	38	and	and	CCONJ
cjfa-59253	32	39	investment	investment	NOUN
cjfa-59253	32	40	decisions	decision	NOUN
cjfa-59253	32	41	.	.	PUNCT
cjfa-59253	33	1	more	more	ADV
cjfa-59253	33	2	notably	notably	ADV
cjfa-59253	33	3	,	,	PUNCT
cjfa-59253	33	4	this	this	DET
cjfa-59253	33	5	paper	paper	NOUN
cjfa-59253	33	6	elucidates	elucidate	VERB
cjfa-59253	33	7	whether	whether	SCONJ
cjfa-59253	33	8	the	the	DET
cjfa-59253	33	9	open	open	ADJ
cjfa-59253	33	10	,	,	PUNCT
cjfa-59253	33	11	high	high	ADJ
cjfa-59253	33	12	,	,	PUNCT
cjfa-59253	33	13	and	and	CCONJ
cjfa-59253	33	14	low	low	ADJ
cjfa-59253	33	15	prices	price	NOUN
cjfa-59253	33	16	may	may	AUX
cjfa-59253	33	17	offer	offer	VERB
cjfa-59253	33	18	effective	effective	ADJ
cjfa-59253	33	19	stock	stock	NOUN
cjfa-59253	33	20	price	price	NOUN
cjfa-59253	33	21	estimation	estimation	NOUN
cjfa-59253	33	22	.	.	PUNCT
cjfa-59253	34	1	given	give	VERB
cjfa-59253	34	2	the	the	DET
cjfa-59253	34	3	unique	unique	ADJ
cjfa-59253	34	4	dynamics	dynamic	NOUN
cjfa-59253	34	5	and	and	CCONJ
cjfa-59253	34	6	fluctuations	fluctuation	NOUN
cjfa-59253	34	7	in	in	ADP
cjfa-59253	34	8	different	different	ADJ
cjfa-59253	34	9	stock	stock	NOUN
cjfa-59253	34	10	markets	market	NOUN
cjfa-59253	34	11	and	and	CCONJ
cjfa-59253	34	12	the	the	DET
cjfa-59253	34	13	existence	existence	NOUN
cjfa-59253	34	14	of	of	ADP
cjfa-59253	34	15	variegated	variegate	VERB
cjfa-59253	34	16	external	external	ADJ
cjfa-59253	34	17	and	and	CCONJ
cjfa-59253	34	18	internal	internal	ADJ
cjfa-59253	34	19	information	information	NOUN
cjfa-59253	34	20	that	that	PRON
cjfa-59253	34	21	may	may	AUX
cjfa-59253	34	22	affect	affect	VERB
cjfa-59253	34	23	different	different	ADJ
cjfa-59253	34	24	stock	stock	NOUN
cjfa-59253	34	25	market	market	NOUN
cjfa-59253	34	26	prices	price	NOUN
cjfa-59253	34	27	,	,	PUNCT
cjfa-59253	34	28	this	this	DET
cjfa-59253	34	29	paper	paper	NOUN
cjfa-59253	34	30	uses	use	VERB
cjfa-59253	34	31	data	datum	NOUN
cjfa-59253	34	32	from	from	ADP
cjfa-59253	34	33	two	two	NUM
cjfa-59253	34	34	extreme	extreme	ADJ
cjfa-59253	34	35	regions	region	NOUN
cjfa-59253	34	36	,	,	PUNCT
cjfa-59253	34	37	one	one	NUM
cjfa-59253	34	38	from	from	ADP
cjfa-59253	34	39	the	the	DET
cjfa-59253	34	40	us	us	PROPN
cjfa-59253	34	41	stock	stock	NOUN
cjfa-59253	34	42	exchange	exchange	NOUN
cjfa-59253	34	43	market	market	NOUN
cjfa-59253	34	44	and	and	CCONJ
cjfa-59253	34	45	another	another	PRON
cjfa-59253	34	46	from	from	ADP
cjfa-59253	34	47	the	the	DET
cjfa-59253	34	48	china	china	PROPN
cjfa-59253	34	49	stock	stock	PROPN
cjfa-59253	34	50	exchange	exchange	PROPN
cjfa-59253	34	51	market	market	NOUN
cjfa-59253	34	52	.	.	PUNCT
cjfa-59253	35	1	this	this	PRON
cjfa-59253	35	2	is	be	AUX
cjfa-59253	35	3	with	with	ADP
cjfa-59253	35	4	the	the	DET
cjfa-59253	35	5	hope	hope	NOUN
cjfa-59253	35	6	that	that	SCONJ
cjfa-59253	35	7	if	if	SCONJ
cjfa-59253	35	8	the	the	DET
cjfa-59253	35	9	results	result	NOUN
cjfa-59253	35	10	from	from	ADP
cjfa-59253	35	11	these	these	DET
cjfa-59253	35	12	distantly	distantly	ADV
cjfa-59253	35	13	geographical	geographical	ADJ
cjfa-59253	35	14	separate	separate	ADJ
cjfa-59253	35	15	regions	region	NOUN
cjfa-59253	35	16	prove	prove	VERB
cjfa-59253	35	17	significant	significant	ADJ
cjfa-59253	35	18	about	about	ADP
cjfa-59253	35	19	the	the	DET
cjfa-59253	35	20	market	market	NOUN
cjfa-59253	35	21	price	price	NOUN
cjfa-59253	35	22	predictor	predictor	NOUN
cjfa-59253	35	23	variables	variable	NOUN
cjfa-59253	35	24	,	,	PUNCT
cjfa-59253	35	25	it	it	PRON
cjfa-59253	35	26	would	would	AUX
cjfa-59253	35	27	provide	provide	VERB
cjfa-59253	35	28	some	some	DET
cjfa-59253	35	29	degree	degree	NOUN
cjfa-59253	35	30	of	of	ADP
cjfa-59253	35	31	reliable	reliable	ADJ
cjfa-59253	35	32	information	information	NOUN
cjfa-59253	35	33	for	for	ADP
cjfa-59253	35	34	investors	investor	NOUN
cjfa-59253	35	35	’	'	PUNCT
cjfa-59253	35	36	application	application	NOUN
cjfa-59253	35	37	in	in	ADP
cjfa-59253	35	38	stock	stock	NOUN
cjfa-59253	35	39	market	market	NOUN
cjfa-59253	35	40	predictions	prediction	NOUN
cjfa-59253	35	41	and	and	CCONJ
cjfa-59253	35	42	attendant	attendant	ADJ
cjfa-59253	35	43	investment	investment	NOUN
cjfa-59253	35	44	decisions	decision	NOUN
cjfa-59253	35	45	.	.	PUNCT
cjfa-59253	36	1	problem	problem	NOUN
cjfa-59253	36	2	of	of	ADP
cjfa-59253	36	3	the	the	DET
cjfa-59253	36	4	paperproblem	paperproblem	NOUN
cjfa-59253	36	5	of	of	ADP
cjfa-59253	36	6	the	the	DET
cjfa-59253	36	7	paper	paper	NOUN
cjfa-59253	36	8	although	although	SCONJ
cjfa-59253	36	9	there	there	PRON
cjfa-59253	36	10	are	be	VERB
cjfa-59253	36	11	myriad	myriad	NOUN
cjfa-59253	36	12	of	of	ADP
cjfa-59253	36	13	company	company	NOUN
cjfa-59253	36	14	internal	internal	ADJ
cjfa-59253	36	15	factors	factor	NOUN
cjfa-59253	36	16	that	that	PRON
cjfa-59253	36	17	may	may	AUX
cjfa-59253	36	18	affect	affect	VERB
cjfa-59253	36	19	stock	stock	NOUN
cjfa-59253	36	20	price	price	NOUN
cjfa-59253	36	21	such	such	ADJ
cjfa-59253	36	22	as	as	ADP
cjfa-59253	36	23	dividend	dividend	NOUN
cjfa-59253	36	24	policy	policy	NOUN
cjfa-59253	36	25	(	(	PUNCT
cjfa-59253	36	26	emeka	emeka	PROPN
cjfa-59253	36	27	-	-	PUNCT
cjfa-59253	36	28	nwokeji	nwokeji	PROPN
cjfa-59253	36	29	,	,	PUNCT
cjfa-59253	36	30	nangih	nangih	INTJ
cjfa-59253	36	31	,	,	PUNCT
cjfa-59253	36	32	chiedu	chiedu	PROPN
cjfa-59253	36	33	&	&	CCONJ
cjfa-59253	36	34	ekwunife	ekwunife	NOUN
cjfa-59253	36	35	2022	2022	NUM
cjfa-59253	36	36	)	)	PUNCT
cjfa-59253	36	37	,	,	PUNCT
cjfa-59253	36	38	prior	prior	ADJ
cjfa-59253	36	39	research	research	NOUN
cjfa-59253	36	40	indicates	indicate	VERB
cjfa-59253	36	41	that	that	SCONJ
cjfa-59253	36	42	strong	strong	ADJ
cjfa-59253	36	43	and	and	CCONJ
cjfa-59253	36	44	reliable	reliable	ADJ
cjfa-59253	36	45	estimation	estimation	NOUN
cjfa-59253	36	46	of	of	ADP
cjfa-59253	36	47	factors	factor	NOUN
cjfa-59253	36	48	that	that	PRON
cjfa-59253	36	49	affect	affect	VERB
cjfa-59253	36	50	stock	stock	NOUN
cjfa-59253	36	51	price	price	NOUN
cjfa-59253	36	52	poses	pose	VERB
cjfa-59253	36	53	a	a	DET
cjfa-59253	36	54	problem	problem	NOUN
cjfa-59253	36	55	for	for	ADP
cjfa-59253	36	56	managers	manager	NOUN
cjfa-59253	36	57	.	.	PUNCT
cjfa-59253	37	1	the	the	DET
cjfa-59253	37	2	problem	problem	NOUN
cjfa-59253	37	3	of	of	ADP
cjfa-59253	37	4	estimation	estimation	NOUN
cjfa-59253	37	5	has	have	AUX
cjfa-59253	37	6	often	often	ADV
cjfa-59253	37	7	emanated	emanate	VERB
cjfa-59253	37	8	from	from	ADP
cjfa-59253	37	9	the	the	DET
cjfa-59253	37	10	fact	fact	NOUN
cjfa-59253	37	11	that	that	SCONJ
cjfa-59253	37	12	the	the	DET
cjfa-59253	37	13	exactness	exactness	NOUN
cjfa-59253	37	14	of	of	ADP
cjfa-59253	37	15	statistical	statistical	ADJ
cjfa-59253	37	16	analysis	analysis	NOUN
cjfa-59253	37	17	and	and	CCONJ
cjfa-59253	37	18	the	the	DET
cjfa-59253	37	19	attendant	attendant	ADJ
cjfa-59253	37	20	extrapolation	extrapolation	NOUN
cjfa-59253	37	21	is	be	AUX
cjfa-59253	37	22	reasonably	reasonably	ADV
cjfa-59253	37	23	sensitive	sensitive	ADJ
cjfa-59253	37	24	to	to	ADP
cjfa-59253	37	25	both	both	DET
cjfa-59253	37	26	the	the	DET
cjfa-59253	37	27	applied	applied	ADJ
cjfa-59253	37	28	model	model	NOUN
cjfa-59253	37	29	and	and	CCONJ
cjfa-59253	37	30	the	the	DET
cjfa-59253	37	31	sampling	sample	VERB
cjfa-59253	37	32	error	error	NOUN
cjfa-59253	37	33	(	(	PUNCT
cjfa-59253	37	34	combes	combes	PROPN
cjfa-59253	37	35	&	&	CCONJ
cjfa-59253	37	36	dussauchoy	dussauchoy	PROPN
cjfa-59253	37	37	,	,	PUNCT
cjfa-59253	37	38	2006	2006	NUM
cjfa-59253	37	39	)	)	PUNCT
cjfa-59253	37	40	.	.	PUNCT
cjfa-59253	38	1	various	various	ADJ
cjfa-59253	38	2	models	model	NOUN
cjfa-59253	38	3	of	of	ADP
cjfa-59253	38	4	stock	stock	NOUN
cjfa-59253	38	5	price	price	NOUN
cjfa-59253	38	6	prediction	prediction	NOUN
cjfa-59253	38	7	exist	exist	VERB
cjfa-59253	38	8	in	in	ADP
cjfa-59253	38	9	the	the	DET
cjfa-59253	38	10	literature	literature	NOUN
cjfa-59253	38	11	,	,	PUNCT
cjfa-59253	38	12	with	with	ADP
cjfa-59253	38	13	many	many	ADJ
cjfa-59253	38	14	models	model	NOUN
cjfa-59253	38	15	following	follow	VERB
cjfa-59253	38	16	the	the	DET
cjfa-59253	38	17	strong	strong	ADJ
cjfa-59253	38	18	efficient	efficient	ADJ
cjfa-59253	38	19	market	market	NOUN
cjfa-59253	38	20	theory	theory	NOUN
cjfa-59253	38	21	and	and	CCONJ
cjfa-59253	38	22	very	very	ADV
cjfa-59253	38	23	few	few	ADJ
cjfa-59253	38	24	others	other	NOUN
cjfa-59253	38	25	following	follow	VERB
cjfa-59253	38	26	the	the	DET
cjfa-59253	38	27	weak	weak	ADJ
cjfa-59253	38	28	efficient	efficient	ADJ
cjfa-59253	38	29	market	market	NOUN
cjfa-59253	38	30	(	(	PUNCT
cjfa-59253	38	31	such	such	ADJ
cjfa-59253	38	32	as	as	ADP
cjfa-59253	38	33	the	the	DET
cjfa-59253	38	34	markov	markov	NOUN
cjfa-59253	38	35	chain	chain	NOUN
cjfa-59253	38	36	process	process	NOUN
cjfa-59253	38	37	)	)	PUNCT
cjfa-59253	38	38	.	.	PUNCT
cjfa-59253	39	1	the	the	DET
cjfa-59253	39	2	few	few	ADJ
cjfa-59253	39	3	research	research	NOUN
cjfa-59253	39	4	which	which	PRON
cjfa-59253	39	5	follow	follow	VERB
cjfa-59253	39	6	the	the	DET
cjfa-59253	39	7	markov	markov	NOUN
cjfa-59253	39	8	chain	chain	NOUN
cjfa-59253	39	9	process	process	NOUN
cjfa-59253	39	10	reach	reach	VERB
cjfa-59253	39	11	a	a	DET
cjfa-59253	39	12	conclusion	conclusion	NOUN
cjfa-59253	39	13	proving	prove	VERB
cjfa-59253	39	14	that	that	SCONJ
cjfa-59253	39	15	the	the	DET
cjfa-59253	39	16	markov	markov	NOUN
cjfa-59253	39	17	chain	chain	NOUN
cjfa-59253	39	18	model	model	NOUN
cjfa-59253	39	19	provides	provide	VERB
cjfa-59253	39	20	a	a	DET
cjfa-59253	39	21	good	good	ADJ
cjfa-59253	39	22	,	,	PUNCT
cjfa-59253	39	23	accurate	accurate	ADJ
cjfa-59253	39	24	,	,	PUNCT
cjfa-59253	39	25	and	and	CCONJ
cjfa-59253	39	26	powerful	powerful	ADJ
cjfa-59253	39	27	prediction	prediction	NOUN
cjfa-59253	39	28	method	method	NOUN
cjfa-59253	39	29	(	(	PUNCT
cjfa-59253	39	30	yavuz	yavuz	PROPN
cjfa-59253	39	31	,	,	PUNCT
cjfa-59253	39	32	2019	2019	NUM
cjfa-59253	39	33	;	;	PUNCT
cjfa-59253	39	34	öz	öz	PROPN
cjfa-59253	39	35	,	,	PUNCT
cjfa-59253	39	36	2009	2009	NUM
cjfa-59253	39	37	;	;	PUNCT
cjfa-59253	39	38	enow	enow	NOUN
cjfa-59253	39	39	,	,	PUNCT
cjfa-59253	39	40	2022	2022	NUM
cjfa-59253	39	41	)	)	PUNCT
cjfa-59253	39	42	.	.	PUNCT
cjfa-59253	40	1	however	however	ADV
cjfa-59253	40	2	,	,	PUNCT
cjfa-59253	40	3	out	out	ADP
cjfa-59253	40	4	of	of	ADP
cjfa-59253	40	5	the	the	DET
cjfa-59253	40	6	existing	exist	VERB
cjfa-59253	40	7	research	research	NOUN
cjfa-59253	40	8	,	,	PUNCT
cjfa-59253	40	9	only	only	ADV
cjfa-59253	40	10	few	few	ADJ
cjfa-59253	40	11	,	,	PUNCT
cjfa-59253	40	12	such	such	ADJ
cjfa-59253	40	13	as	as	ADP
cjfa-59253	40	14	collins	collins	PROPN
cjfa-59253	40	15	c.	c.	PROPN
cjfa-59253	40	16	ngwakwe8080	ngwakwe8080	PROPN
cjfa-59253	40	17	enow	enow	NOUN
cjfa-59253	40	18	(	(	PUNCT
cjfa-59253	40	19	2022	2022	NUM
cjfa-59253	40	20	)	)	PUNCT
cjfa-59253	40	21	,	,	PUNCT
cjfa-59253	40	22	has	have	AUX
cjfa-59253	40	23	used	use	VERB
cjfa-59253	40	24	a	a	DET
cjfa-59253	40	25	combination	combination	NOUN
cjfa-59253	40	26	of	of	ADP
cjfa-59253	40	27	the	the	DET
cjfa-59253	40	28	open	open	ADJ
cjfa-59253	40	29	,	,	PUNCT
cjfa-59253	40	30	high	high	ADJ
cjfa-59253	40	31	,	,	PUNCT
cjfa-59253	40	32	and	and	CCONJ
cjfa-59253	40	33	low	low	ADJ
cjfa-59253	40	34	prices	price	NOUN
cjfa-59253	40	35	to	to	PART
cjfa-59253	40	36	measure	measure	VERB
cjfa-59253	40	37	their	their	PRON
cjfa-59253	40	38	prediction	prediction	NOUN
cjfa-59253	40	39	effect	effect	NOUN
cjfa-59253	40	40	on	on	ADP
cjfa-59253	40	41	stock	stock	NOUN
cjfa-59253	40	42	market	market	NOUN
cjfa-59253	40	43	price	price	NOUN
cjfa-59253	40	44	in	in	ADP
cjfa-59253	40	45	six	six	NUM
cjfa-59253	40	46	markets	market	NOUN
cjfa-59253	40	47	.	.	PUNCT
cjfa-59253	41	1	in	in	ADP
cjfa-59253	41	2	addition	addition	NOUN
cjfa-59253	41	3	,	,	PUNCT
cjfa-59253	41	4	none	none	NOUN
cjfa-59253	41	5	of	of	ADP
cjfa-59253	41	6	the	the	DET
cjfa-59253	41	7	existing	exist	VERB
cjfa-59253	41	8	research	research	NOUN
cjfa-59253	41	9	have	have	AUX
cjfa-59253	41	10	used	use	VERB
cjfa-59253	41	11	the	the	DET
cjfa-59253	41	12	open	open	ADJ
cjfa-59253	41	13	-	-	PUNCT
cjfa-59253	41	14	high	high	ADJ
cjfa-59253	41	15	-	-	PUNCT
cjfa-59253	41	16	low	low	NOUN
cjfa-59253	41	17	prices	price	NOUN
cjfa-59253	41	18	to	to	PART
cjfa-59253	41	19	compare	compare	VERB
cjfa-59253	41	20	their	their	PRON
cjfa-59253	41	21	effect	effect	NOUN
cjfa-59253	41	22	on	on	ADP
cjfa-59253	41	23	the	the	DET
cjfa-59253	41	24	s&p500	s&p500	NOUN
cjfa-59253	41	25	and	and	CCONJ
cjfa-59253	41	26	london	london	PROPN
cjfa-59253	41	27	stock	stock	PROPN
cjfa-59253	41	28	exchange	exchange	PROPN
cjfa-59253	41	29	.	.	PUNCT
cjfa-59253	42	1	therefore	therefore	ADV
cjfa-59253	42	2	,	,	PUNCT
cjfa-59253	42	3	this	this	DET
cjfa-59253	42	4	paper	paper	NOUN
cjfa-59253	42	5	adds	add	VERB
cjfa-59253	42	6	to	to	ADP
cjfa-59253	42	7	the	the	DET
cjfa-59253	42	8	existing	exist	VERB
cjfa-59253	42	9	body	body	NOUN
cjfa-59253	42	10	of	of	ADP
cjfa-59253	42	11	work	work	NOUN
cjfa-59253	42	12	on	on	ADP
cjfa-59253	42	13	stock	stock	NOUN
cjfa-59253	42	14	market	market	NOUN
cjfa-59253	42	15	price	price	NOUN
cjfa-59253	42	16	prediction	prediction	NOUN
cjfa-59253	42	17	by	by	ADP
cjfa-59253	42	18	using	use	VERB
cjfa-59253	42	19	the	the	DET
cjfa-59253	42	20	open	open	ADJ
cjfa-59253	42	21	-	-	PUNCT
cjfa-59253	42	22	high	high	ADJ
cjfa-59253	42	23	-	-	PUNCT
cjfa-59253	42	24	low	low	NOUN
cjfa-59253	42	25	prices	price	NOUN
cjfa-59253	42	26	to	to	PART
cjfa-59253	42	27	analyze	analyze	VERB
cjfa-59253	42	28	their	their	PRON
cjfa-59253	42	29	effect	effect	NOUN
cjfa-59253	42	30	on	on	ADP
cjfa-59253	42	31	market	market	NOUN
cjfa-59253	42	32	price	price	NOUN
cjfa-59253	42	33	in	in	ADP
cjfa-59253	42	34	s&p500	s&p500	PROPN
cjfa-59253	42	35	and	and	CCONJ
cjfa-59253	42	36	shanghai	shanghai	PROPN
cjfa-59253	42	37	stock	stock	PROPN
cjfa-59253	42	38	exchange	exchange	PROPN
cjfa-59253	42	39	to	to	PART
cjfa-59253	42	40	make	make	VERB
cjfa-59253	42	41	a	a	DET
cjfa-59253	42	42	new	new	ADJ
cjfa-59253	42	43	contribution	contribution	NOUN
cjfa-59253	42	44	to	to	ADP
cjfa-59253	42	45	the	the	DET
cjfa-59253	42	46	knowledge	knowledge	NOUN
cjfa-59253	42	47	of	of	ADP
cjfa-59253	42	48	stock	stock	NOUN
cjfa-59253	42	49	market	market	NOUN
cjfa-59253	42	50	price	price	NOUN
cjfa-59253	42	51	prediction	prediction	NOUN
cjfa-59253	42	52	.	.	PUNCT
cjfa-59253	43	1	therefore	therefore	ADV
cjfa-59253	43	2	,	,	PUNCT
cjfa-59253	43	3	the	the	DET
cjfa-59253	43	4	objective	objective	NOUN
cjfa-59253	43	5	of	of	ADP
cjfa-59253	43	6	this	this	DET
cjfa-59253	43	7	paper	paper	NOUN
cjfa-59253	43	8	is	be	AUX
cjfa-59253	43	9	to	to	PART
cjfa-59253	43	10	determine	determine	VERB
cjfa-59253	43	11	the	the	DET
cjfa-59253	43	12	effect	effect	NOUN
cjfa-59253	43	13	of	of	ADP
cjfa-59253	43	14	open	open	ADJ
cjfa-59253	43	15	,	,	PUNCT
cjfa-59253	43	16	high	high	ADJ
cjfa-59253	43	17	,	,	PUNCT
cjfa-59253	43	18	and	and	CCONJ
cjfa-59253	43	19	low	low	ADJ
cjfa-59253	43	20	prices	price	NOUN
cjfa-59253	43	21	on	on	ADP
cjfa-59253	43	22	predicting	predict	VERB
cjfa-59253	43	23	the	the	DET
cjfa-59253	43	24	future	future	ADJ
cjfa-59253	43	25	stock	stock	NOUN
cjfa-59253	43	26	market	market	NOUN
cjfa-59253	43	27	price	price	NOUN
cjfa-59253	43	28	for	for	ADP
cjfa-59253	43	29	s&p500	s&p500	NOUN
cjfa-59253	43	30	and	and	CCONJ
cjfa-59253	43	31	london	london	PROPN
cjfa-59253	43	32	stock	stock	NOUN
cjfa-59253	43	33	exchange	exchange	PROPN
cjfa-59253	43	34	.	.	PUNCT
cjfa-59253	44	1	the	the	DET
cjfa-59253	44	2	paper	paper	NOUN
cjfa-59253	44	3	thus	thus	ADV
cjfa-59253	44	4	aims	aim	VERB
cjfa-59253	44	5	to	to	PART
cjfa-59253	44	6	provide	provide	VERB
cjfa-59253	44	7	a	a	DET
cjfa-59253	44	8	new	new	ADJ
cjfa-59253	44	9	proof	proof	NOUN
cjfa-59253	44	10	,	,	PUNCT
cjfa-59253	44	11	which	which	PRON
cjfa-59253	44	12	substantiates	substantiate	VERB
cjfa-59253	44	13	the	the	DET
cjfa-59253	44	14	markov	markov	NOUN
cjfa-59253	44	15	school	school	NOUN
cjfa-59253	44	16	of	of	ADP
cjfa-59253	44	17	thought	thought	NOUN
cjfa-59253	44	18	that	that	SCONJ
cjfa-59253	44	19	previous	previous	ADJ
cjfa-59253	44	20	stock	stock	NOUN
cjfa-59253	44	21	price	price	NOUN
cjfa-59253	44	22	may	may	AUX
cjfa-59253	44	23	be	be	AUX
cjfa-59253	44	24	useful	useful	ADJ
cjfa-59253	44	25	in	in	ADP
cjfa-59253	44	26	predicting	predict	VERB
cjfa-59253	44	27	future	future	ADJ
cjfa-59253	44	28	stock	stock	NOUN
cjfa-59253	44	29	price	price	NOUN
cjfa-59253	44	30	.	.	PUNCT
cjfa-59253	45	1	in	in	ADP
cjfa-59253	45	2	addition	addition	NOUN
cjfa-59253	45	3	,	,	PUNCT
cjfa-59253	45	4	the	the	DET
cjfa-59253	45	5	results	result	NOUN
cjfa-59253	45	6	identify	identify	VERB
cjfa-59253	45	7	the	the	DET
cjfa-59253	45	8	most	most	ADV
cjfa-59253	45	9	effective	effective	ADJ
cjfa-59253	45	10	price	price	NOUN
cjfa-59253	45	11	between	between	ADP
cjfa-59253	45	12	open	open	ADJ
cjfa-59253	45	13	,	,	PUNCT
cjfa-59253	45	14	high	high	ADJ
cjfa-59253	45	15	,	,	PUNCT
cjfa-59253	45	16	and	and	CCONJ
cjfa-59253	45	17	low	low	ADJ
cjfa-59253	45	18	prices	price	NOUN
cjfa-59253	45	19	for	for	ADP
cjfa-59253	45	20	each	each	PRON
cjfa-59253	45	21	of	of	ADP
cjfa-59253	45	22	the	the	DET
cjfa-59253	45	23	stock	stock	NOUN
cjfa-59253	45	24	markets	market	NOUN
cjfa-59253	45	25	used	use	VERB
cjfa-59253	45	26	in	in	ADP
cjfa-59253	45	27	this	this	DET
cjfa-59253	45	28	research	research	NOUN
cjfa-59253	45	29	so	so	SCONJ
cjfa-59253	45	30	that	that	SCONJ
cjfa-59253	45	31	investors	investor	NOUN
cjfa-59253	45	32	are	be	AUX
cjfa-59253	45	33	aware	aware	ADJ
cjfa-59253	45	34	of	of	ADP
cjfa-59253	45	35	which	which	DET
cjfa-59253	45	36	price	price	NOUN
cjfa-59253	45	37	to	to	PART
cjfa-59253	45	38	focus	focus	VERB
cjfa-59253	45	39	on	on	ADP
cjfa-59253	45	40	for	for	ADP
cjfa-59253	45	41	making	make	VERB
cjfa-59253	45	42	predictions	prediction	NOUN
cjfa-59253	45	43	of	of	ADP
cjfa-59253	45	44	market	market	NOUN
cjfa-59253	45	45	price	price	NOUN
cjfa-59253	45	46	.	.	PUNCT
cjfa-59253	46	1	methodology	methodology	NOUN
cjfa-59253	46	2	and	and	CCONJ
cjfa-59253	46	3	the	the	DET
cjfa-59253	46	4	research	research	NOUN
cjfa-59253	46	5	processmethodology	processmethodology	NOUN
cjfa-59253	46	6	and	and	CCONJ
cjfa-59253	46	7	the	the	DET
cjfa-59253	46	8	research	research	NOUN
cjfa-59253	46	9	process	process	NOUN
cjfa-59253	46	10	this	this	DET
cjfa-59253	46	11	paper	paper	NOUN
cjfa-59253	46	12	used	use	VERB
cjfa-59253	46	13	a	a	DET
cjfa-59253	46	14	quantitative	quantitative	ADJ
cjfa-59253	46	15	approach	approach	NOUN
cjfa-59253	46	16	to	to	PART
cjfa-59253	46	17	collect	collect	VERB
cjfa-59253	46	18	and	and	CCONJ
cjfa-59253	46	19	analyze	analyze	VERB
cjfa-59253	46	20	data	datum	NOUN
cjfa-59253	46	21	.	.	PUNCT
cjfa-59253	47	1	the	the	DET
cjfa-59253	47	2	positivist	positivist	ADJ
cjfa-59253	47	3	paradigm	paradigm	NOUN
cjfa-59253	47	4	advocates	advocate	VERB
cjfa-59253	47	5	for	for	ADP
cjfa-59253	47	6	a	a	DET
cjfa-59253	47	7	quantitative	quantitative	ADJ
cjfa-59253	47	8	approach	approach	NOUN
cjfa-59253	47	9	when	when	SCONJ
cjfa-59253	47	10	variables	variable	NOUN
cjfa-59253	47	11	of	of	ADP
cjfa-59253	47	12	concern	concern	NOUN
cjfa-59253	47	13	in	in	ADP
cjfa-59253	47	14	the	the	DET
cjfa-59253	47	15	research	research	NOUN
cjfa-59253	47	16	objective	objective	NOUN
cjfa-59253	47	17	are	be	AUX
cjfa-59253	47	18	numeric	numeric	ADJ
cjfa-59253	47	19	and	and	CCONJ
cjfa-59253	47	20	when	when	SCONJ
cjfa-59253	47	21	the	the	DET
cjfa-59253	47	22	objective	objective	NOUN
cjfa-59253	47	23	seeks	seek	VERB
cjfa-59253	47	24	to	to	PART
cjfa-59253	47	25	measure	measure	VERB
cjfa-59253	47	26	the	the	DET
cjfa-59253	47	27	influence	influence	NOUN
cjfa-59253	47	28	of	of	ADP
cjfa-59253	47	29	one	one	NUM
cjfa-59253	47	30	or	or	CCONJ
cjfa-59253	47	31	more	more	ADV
cjfa-59253	47	32	numeric	numeric	ADJ
cjfa-59253	47	33	variables	variable	NOUN
cjfa-59253	47	34	(	(	PUNCT
cjfa-59253	47	35	independent	independent	ADJ
cjfa-59253	47	36	variables	variable	NOUN
cjfa-59253	47	37	)	)	PUNCT
cjfa-59253	47	38	on	on	ADP
cjfa-59253	47	39	the	the	DET
cjfa-59253	47	40	dependent	dependent	ADJ
cjfa-59253	47	41	variable	variable	NOUN
cjfa-59253	47	42	(	(	PUNCT
cjfa-59253	47	43	park	park	NOUN
cjfa-59253	47	44	,	,	PUNCT
cjfa-59253	47	45	konge	konge	PROPN
cjfa-59253	47	46	&	&	CCONJ
cjfa-59253	47	47	artino	artino	PROPN
cjfa-59253	47	48	,	,	PUNCT
cjfa-59253	47	49	2020	2020	NUM
cjfa-59253	47	50	)	)	PUNCT
cjfa-59253	47	51	.	.	PUNCT
cjfa-59253	48	1	given	give	VERB
cjfa-59253	48	2	that	that	SCONJ
cjfa-59253	48	3	this	this	DET
cjfa-59253	48	4	paper	paper	NOUN
cjfa-59253	48	5	’s	’s	PART
cjfa-59253	48	6	core	core	NOUN
cjfa-59253	48	7	objective	objective	NOUN
cjfa-59253	48	8	is	be	AUX
cjfa-59253	48	9	to	to	PART
cjfa-59253	48	10	measure	measure	VERB
cjfa-59253	48	11	the	the	DET
cjfa-59253	48	12	effectiveness	effectiveness	NOUN
cjfa-59253	48	13	of	of	ADP
cjfa-59253	48	14	open	open	ADJ
cjfa-59253	48	15	,	,	PUNCT
cjfa-59253	48	16	high	high	ADJ
cjfa-59253	48	17	,	,	PUNCT
cjfa-59253	48	18	and	and	CCONJ
cjfa-59253	48	19	low	low	ADJ
cjfa-59253	48	20	price	price	NOUN
cjfa-59253	48	21	on	on	ADP
cjfa-59253	48	22	determining	determine	VERB
cjfa-59253	48	23	the	the	DET
cjfa-59253	48	24	actual	actual	ADJ
cjfa-59253	48	25	market	market	NOUN
cjfa-59253	48	26	price	price	NOUN
cjfa-59253	48	27	.	.	PUNCT
cjfa-59253	49	1	it	it	PRON
cjfa-59253	49	2	is	be	AUX
cjfa-59253	49	3	thus	thus	ADV
cjfa-59253	49	4	suitable	suitable	ADJ
cjfa-59253	49	5	for	for	ADP
cjfa-59253	49	6	quantitative	quantitative	ADJ
cjfa-59253	49	7	analysis	analysis	NOUN
cjfa-59253	49	8	,	,	PUNCT
cjfa-59253	49	9	as	as	SCONJ
cjfa-59253	49	10	it	it	PRON
cjfa-59253	49	11	measures	measure	VERB
cjfa-59253	49	12	the	the	DET
cjfa-59253	49	13	relationship	relationship	NOUN
cjfa-59253	49	14	between	between	ADP
cjfa-59253	49	15	dependent	dependent	ADJ
cjfa-59253	49	16	and	and	CCONJ
cjfa-59253	49	17	independent	independent	ADJ
cjfa-59253	49	18	variables	variable	NOUN
cjfa-59253	49	19	.	.	PUNCT
cjfa-59253	50	1	data	datum	NOUN
cjfa-59253	50	2	was	be	AUX
cjfa-59253	50	3	collected	collect	VERB
cjfa-59253	50	4	from	from	ADP
cjfa-59253	50	5	the	the	DET
cjfa-59253	50	6	stock	stock	NOUN
cjfa-59253	50	7	exchanges	exchange	NOUN
cjfa-59253	50	8	of	of	ADP
cjfa-59253	50	9	two	two	NUM
cjfa-59253	50	10	countries	country	NOUN
cjfa-59253	50	11	with	with	ADP
cjfa-59253	50	12	the	the	DET
cjfa-59253	50	13	greatest	great	ADJ
cjfa-59253	50	14	wealth	wealth	NOUN
cjfa-59253	50	15	in	in	ADP
cjfa-59253	50	16	the	the	DET
cjfa-59253	50	17	world	world	NOUN
cjfa-59253	50	18	,	,	PUNCT
cjfa-59253	50	19	namely	namely	ADV
cjfa-59253	50	20	the	the	DET
cjfa-59253	50	21	usa	usa	PROPN
cjfa-59253	50	22	s&p500	s&p500	PROPN
cjfa-59253	50	23	index	index	NOUN
cjfa-59253	50	24	and	and	CCONJ
cjfa-59253	50	25	the	the	DET
cjfa-59253	50	26	china	china	PROPN
cjfa-59253	50	27	shanghai	shanghai	PROPN
cjfa-59253	50	28	composite	composite	PROPN
cjfa-59253	50	29	index	index	NOUN
cjfa-59253	50	30	(	(	PUNCT
cjfa-59253	50	31	as	as	SCONJ
cjfa-59253	50	32	indicated	indicate	VERB
cjfa-59253	50	33	in	in	ADP
cjfa-59253	50	34	table	table	NOUN
cjfa-59253	50	35	1	1	NUM
cjfa-59253	50	36	)	)	PUNCT
cjfa-59253	50	37	.	.	PUNCT
cjfa-59253	51	1	the	the	DET
cjfa-59253	51	2	two	two	NUM
cjfa-59253	51	3	markets	market	NOUN
cjfa-59253	51	4	were	be	AUX
cjfa-59253	51	5	chosen	choose	VERB
cjfa-59253	51	6	given	give	VERB
cjfa-59253	51	7	their	their	PRON
cjfa-59253	51	8	impact	impact	NOUN
cjfa-59253	51	9	as	as	ADP
cjfa-59253	51	10	global	global	ADJ
cjfa-59253	51	11	wealth	wealth	NOUN
cjfa-59253	51	12	leaders	leader	NOUN
cjfa-59253	51	13	and	and	CCONJ
cjfa-59253	51	14	the	the	DET
cjfa-59253	51	15	status	status	NOUN
cjfa-59253	51	16	of	of	ADP
cjfa-59253	51	17	their	their	PRON
cjfa-59253	51	18	stock	stock	NOUN
cjfa-59253	51	19	exchanges	exchange	NOUN
cjfa-59253	51	20	in	in	ADP
cjfa-59253	51	21	impacting	impact	VERB
cjfa-59253	51	22	other	other	ADJ
cjfa-59253	51	23	stock	stock	NOUN
cjfa-59253	51	24	markets	market	NOUN
cjfa-59253	51	25	(	(	PUNCT
cjfa-59253	51	26	abbas	abbas	PROPN
cjfa-59253	51	27	&	&	CCONJ
cjfa-59253	51	28	wang	wang	PROPN
cjfa-59253	51	29	,	,	PUNCT
cjfa-59253	51	30	2020	2020	NUM
cjfa-59253	51	31	)	)	PUNCT
cjfa-59253	51	32	.	.	PUNCT
cjfa-59253	52	1	a	a	DET
cjfa-59253	52	2	total	total	NOUN
cjfa-59253	52	3	of	of	ADP
cjfa-59253	52	4	43	43	NUM
cjfa-59253	52	5	days	day	NOUN
cjfa-59253	52	6	stock	stock	NOUN
cjfa-59253	52	7	prices	price	NOUN
cjfa-59253	52	8	for	for	ADP
cjfa-59253	52	9	both	both	DET
cjfa-59253	52	10	countries	country	NOUN
cjfa-59253	52	11	’	'	PUNCT
cjfa-59253	52	12	stock	stock	NOUN
cjfa-59253	52	13	data	datum	NOUN
cjfa-59253	52	14	were	be	AUX
cjfa-59253	52	15	collected	collect	VERB
cjfa-59253	52	16	from	from	ADP
cjfa-59253	52	17	the	the	DET
cjfa-59253	52	18	months	month	NOUN
cjfa-59253	52	19	of	of	ADP
cjfa-59253	52	20	may	may	AUX
cjfa-59253	52	21	to	to	ADP
cjfa-59253	52	22	july	july	PROPN
cjfa-59253	52	23	2024	2024	NUM
cjfa-59253	52	24	.	.	PUNCT
cjfa-59253	53	1	data	datum	NOUN
cjfa-59253	53	2	was	be	AUX
cjfa-59253	53	3	analyzed	analyze	VERB
cjfa-59253	53	4	using	use	VERB
cjfa-59253	53	5	the	the	DET
cjfa-59253	53	6	regression	regression	NOUN
cjfa-59253	53	7	statistics	statistic	NOUN
cjfa-59253	53	8	with	with	ADP
cjfa-59253	53	9	the	the	DET
cjfa-59253	53	10	following	following	ADJ
cjfa-59253	53	11	model	model	NOUN
cjfa-59253	53	12	:	:	PUNCT
cjfa-59253	53	13	effectiveness	effectiveness	NOUN
cjfa-59253	53	14	of	of	ADP
cjfa-59253	53	15	open	open	ADJ
cjfa-59253	53	16	,	,	PUNCT
cjfa-59253	53	17	high	high	ADJ
cjfa-59253	53	18	and	and	CCONJ
cjfa-59253	53	19	low	low	ADJ
cjfa-59253	53	20	prices	price	NOUN
cjfa-59253	53	21	in	in	ADP
cjfa-59253	53	22	stock	stock	NOUN
cjfa-59253	53	23	market	market	NOUN
cjfa-59253	53	24	…	…	PUNCT
cjfa-59253	53	25	8181	8181	NUM
cjfa-59253	53	26	ƴ	ƴ	NOUN
cjfa-59253	53	27	=	=	SYM
cjfa-59253	53	28	α	α	PROPN
cjfa-59253	53	29	+	+	X
cjfa-59253	53	30	βх1	βх1	PUNCT
cjfa-59253	54	1	+	+	CCONJ
cjfa-59253	54	2	βх2	βх2	PROPN
cjfa-59253	54	3	+	+	NOUN
cjfa-59253	54	4	βх3	βх3	NOUN
cjfa-59253	55	1	+	+	CCONJ
cjfa-59253	55	2	ɛ	ɛ	PRON
cjfa-59253	55	3	where	where	SCONJ
cjfa-59253	55	4	:	:	PUNCT
cjfa-59253	55	5	ƴ	ƴ	PROPN
cjfa-59253	55	6	=	=	NOUN
cjfa-59253	55	7	market	market	NOUN
cjfa-59253	55	8	price	price	NOUN
cjfa-59253	55	9	of	of	ADP
cjfa-59253	55	10	stock	stock	NOUN
cjfa-59253	55	11	;	;	PUNCT
cjfa-59253	55	12	α	α	NOUN
cjfa-59253	55	13	=	=	SYM
cjfa-59253	55	14	constant	constant	ADJ
cjfa-59253	55	15	;	;	PUNCT
cjfa-59253	55	16	β=	β=	NOUN
cjfa-59253	55	17	regression	regression	NOUN
cjfa-59253	55	18	coefficient	coefficient	NOUN
cjfa-59253	55	19	;	;	PUNCT
cjfa-59253	55	20	and	and	CCONJ
cjfa-59253	55	21	х1	х1	PROPN
cjfa-59253	55	22	to	to	ADP
cjfa-59253	55	23	βх3	βх3	PROPN
cjfa-59253	55	24	=	=	SYM
cjfa-59253	55	25	(	(	PUNCT
cjfa-59253	55	26	opening	opening	NOUN
cjfa-59253	55	27	,	,	PUNCT
cjfa-59253	55	28	high	high	ADJ
cjfa-59253	55	29	,	,	PUNCT
cjfa-59253	55	30	and	and	CCONJ
cjfa-59253	55	31	low	low	ADJ
cjfa-59253	55	32	prices	price	NOUN
cjfa-59253	55	33	,	,	PUNCT
cjfa-59253	55	34	respectively	respectively	ADV
cjfa-59253	55	35	)	)	PUNCT
cjfa-59253	55	36	;	;	PUNCT
cjfa-59253	55	37	and	and	CCONJ
cjfa-59253	55	38	ɛ	ɛ	PROPN
cjfa-59253	55	39	=	=	NOUN
cjfa-59253	55	40	error	error	NOUN
cjfa-59253	55	41	term	term	NOUN
cjfa-59253	55	42	.	.	PUNCT
cjfa-59253	56	1	table	table	NOUN
cjfa-59253	56	2	1	1	NUM
cjfa-59253	56	3	.	.	X
cjfa-59253	57	1	two	two	NUM
cjfa-59253	57	2	stock	stock	NOUN
cjfa-59253	57	3	exchanges	exchange	NOUN
cjfa-59253	57	4	from	from	ADP
cjfa-59253	57	5	top	top	ADJ
cjfa-59253	57	6	2	2	NUM
cjfa-59253	57	7	global	global	ADJ
cjfa-59253	57	8	economies	economy	NOUN
cjfa-59253	57	9	(	(	PUNCT
cjfa-59253	57	10	usa	usa	PROPN
cjfa-59253	57	11	&	&	CCONJ
cjfa-59253	57	12	china	china	PROPN
cjfa-59253	57	13	)	)	PUNCT
cjfa-59253	57	14	country	country	NOUN
cjfa-59253	57	15	name	name	NOUN
cjfa-59253	57	16	of	of	ADP
cjfa-59253	57	17	stock	stock	NOUN
cjfa-59253	57	18	exchange	exchange	NOUN
cjfa-59253	57	19	number	number	NOUN
cjfa-59253	57	20	of	of	ADP
cjfa-59253	57	21	trading	trading	NOUN
cjfa-59253	57	22	days	day	NOUN
cjfa-59253	57	23	’	'	PUNCT
cjfa-59253	57	24	data	datum	NOUN
cjfa-59253	57	25	used	use	VERB
cjfa-59253	57	26	period	period	NOUN
cjfa-59253	57	27	from	from	ADP
cjfa-59253	57	28	where	where	SCONJ
cjfa-59253	57	29	data	datum	NOUN
cjfa-59253	57	30	is	be	AUX
cjfa-59253	57	31	selected	select	VERB
cjfa-59253	57	32	usa	usa	PROPN
cjfa-59253	57	33	us	us	PROPN
cjfa-59253	57	34	-	-	PUNCT
cjfa-59253	57	35	spx500	spx500	NOUN
cjfa-59253	57	36	43	43	NUM
cjfa-59253	57	37	days	day	NOUN
cjfa-59253	57	38	may	may	AUX
cjfa-59253	57	39	to	to	ADP
cjfa-59253	57	40	july	july	PROPN
cjfa-59253	57	41	2024	2024	NUM
cjfa-59253	57	42	china	china	PROPN
cjfa-59253	57	43	shanghai	shanghai	PROPN
cjfa-59253	57	44	-	-	PUNCT
cjfa-59253	57	45	composite	composite	ADJ
cjfa-59253	57	46	index	index	NOUN
cjfa-59253	57	47	43	43	NUM
cjfa-59253	57	48	days	day	NOUN
cjfa-59253	57	49	may	may	AUX
cjfa-59253	57	50	to	to	ADP
cjfa-59253	57	51	july	july	PROPN
cjfa-59253	57	52	2024	2024	NUM
cjfa-59253	57	53	s	s	PART
cjfa-59253	57	54	o	o	NOUN
cjfa-59253	57	55	u	u	NOUN
cjfa-59253	57	56	r	r	NOUN
cjfa-59253	57	57	c	c	NOUN
cjfa-59253	57	58	e	e	NOUN
cjfa-59253	57	59	:	:	PUNCT
cjfa-59253	57	60	own	own	ADJ
cjfa-59253	57	61	study	study	NOUN
cjfa-59253	57	62	sources	source	NOUN
cjfa-59253	57	63	.	.	PUNCT
cjfa-59253	58	1	n	n	PRON
cjfa-59253	58	2	o	o	NOUN
cjfa-59253	58	3	t	t	NOUN
cjfa-59253	58	4	e	e	NOUN
cjfa-59253	58	5	:	:	PUNCT
cjfa-59253	58	6	results	result	NOUN
cjfa-59253	58	7	from	from	ADP
cjfa-59253	58	8	the	the	DET
cjfa-59253	58	9	above	above	ADJ
cjfa-59253	58	10	model	model	NOUN
cjfa-59253	58	11	were	be	AUX
cjfa-59253	58	12	verified	verify	VERB
cjfa-59253	58	13	by	by	ADP
cjfa-59253	58	14	conducting	conduct	VERB
cjfa-59253	58	15	further	further	ADJ
cjfa-59253	58	16	analysis	analysis	NOUN
cjfa-59253	58	17	using	use	VERB
cjfa-59253	58	18	data	datum	NOUN
cjfa-59253	58	19	from	from	ADP
cjfa-59253	58	20	two	two	NUM
cjfa-59253	58	21	other	other	ADJ
cjfa-59253	58	22	observation	observation	NOUN
cjfa-59253	58	23	periods	period	NOUN
cjfa-59253	58	24	,	,	PUNCT
cjfa-59253	58	25	which	which	PRON
cjfa-59253	58	26	were	be	AUX
cjfa-59253	58	27	stock	stock	NOUN
cjfa-59253	58	28	market	market	NOUN
cjfa-59253	58	29	data	datum	NOUN
cjfa-59253	58	30	during	during	ADP
cjfa-59253	58	31	the	the	DET
cjfa-59253	58	32	covid-19	covid-19	PROPN
cjfa-59253	58	33	(	(	PUNCT
cjfa-59253	58	34	2020–2021	2020–2021	NUM
cjfa-59253	58	35	)	)	PUNCT
cjfa-59253	58	36	and	and	CCONJ
cjfa-59253	58	37	stock	stock	NOUN
cjfa-59253	58	38	market	market	NOUN
cjfa-59253	58	39	data	datum	NOUN
cjfa-59253	58	40	during	during	ADP
cjfa-59253	58	41	the	the	DET
cjfa-59253	58	42	financial	financial	ADJ
cjfa-59253	58	43	crisis	crisis	NOUN
cjfa-59253	58	44	of	of	ADP
cjfa-59253	58	45	2008–2009	2008–2009	NUM
cjfa-59253	58	46	(	(	PUNCT
cjfa-59253	58	47	the	the	DET
cjfa-59253	58	48	great	great	ADJ
cjfa-59253	58	49	recession	recession	NOUN
cjfa-59253	58	50	period	period	NOUN
cjfa-59253	58	51	)	)	PUNCT
cjfa-59253	58	52	.	.	PUNCT
cjfa-59253	59	1	literature	literature	NOUN
cjfa-59253	59	2	reviewliterature	reviewliterature	NOUN
cjfa-59253	59	3	review	review	VERB
cjfa-59253	59	4	the	the	DET
cjfa-59253	59	5	substance	substance	NOUN
cjfa-59253	59	6	of	of	ADP
cjfa-59253	59	7	stock	stock	NOUN
cjfa-59253	59	8	price	price	NOUN
cjfa-59253	59	9	prediction	prediction	NOUN
cjfa-59253	59	10	remains	remain	VERB
cjfa-59253	59	11	the	the	DET
cjfa-59253	59	12	fundamental	fundamental	ADJ
cjfa-59253	59	13	basis	basis	NOUN
cjfa-59253	59	14	of	of	ADP
cjfa-59253	59	15	stock	stock	NOUN
cjfa-59253	59	16	investment	investment	NOUN
cjfa-59253	59	17	decision	decision	NOUN
cjfa-59253	59	18	for	for	ADP
cjfa-59253	59	19	stock	stock	NOUN
cjfa-59253	59	20	investors	investor	NOUN
cjfa-59253	59	21	,	,	PUNCT
cjfa-59253	59	22	hedgers	hedger	NOUN
cjfa-59253	59	23	,	,	PUNCT
cjfa-59253	59	24	and	and	CCONJ
cjfa-59253	59	25	business	business	NOUN
cjfa-59253	59	26	portfolio	portfolio	NOUN
cjfa-59253	59	27	managers	manager	NOUN
cjfa-59253	59	28	in	in	ADP
cjfa-59253	59	29	the	the	DET
cjfa-59253	59	30	competitive	competitive	ADJ
cjfa-59253	59	31	capital	capital	NOUN
cjfa-59253	59	32	markets	market	NOUN
cjfa-59253	59	33	(	(	PUNCT
cjfa-59253	59	34	da	da	PROPN
cjfa-59253	59	35	silva	silva	NOUN
cjfa-59253	59	36	,	,	PUNCT
cjfa-59253	59	37	2021	2021	NUM
cjfa-59253	59	38	)	)	PUNCT
cjfa-59253	59	39	.	.	PUNCT
cjfa-59253	60	1	this	this	PRON
cjfa-59253	60	2	is	be	AUX
cjfa-59253	60	3	because	because	SCONJ
cjfa-59253	60	4	the	the	DET
cjfa-59253	60	5	smallest	small	ADJ
cjfa-59253	60	6	,	,	PUNCT
cjfa-59253	60	7	positive	positive	ADJ
cjfa-59253	60	8	or	or	CCONJ
cjfa-59253	60	9	negative	negative	ADJ
cjfa-59253	60	10	percentage	percentage	NOUN
cjfa-59253	60	11	shift	shift	NOUN
cjfa-59253	60	12	in	in	ADP
cjfa-59253	60	13	the	the	DET
cjfa-59253	60	14	stock	stock	NOUN
cjfa-59253	60	15	price	price	NOUN
cjfa-59253	60	16	would	would	AUX
cjfa-59253	60	17	yield	yield	VERB
cjfa-59253	60	18	an	an	DET
cjfa-59253	60	19	overall	overall	ADJ
cjfa-59253	60	20	aggregate	aggregate	ADJ
cjfa-59253	60	21	boost	boost	NOUN
cjfa-59253	60	22	in	in	ADP
cjfa-59253	60	23	investment	investment	NOUN
cjfa-59253	60	24	gains	gain	NOUN
cjfa-59253	60	25	and/or	and/or	CCONJ
cjfa-59253	60	26	losses	loss	NOUN
cjfa-59253	60	27	,	,	PUNCT
cjfa-59253	60	28	depending	depend	VERB
cjfa-59253	60	29	on	on	ADP
cjfa-59253	60	30	the	the	DET
cjfa-59253	60	31	direction	direction	NOUN
cjfa-59253	60	32	of	of	ADP
cjfa-59253	60	33	price	price	NOUN
cjfa-59253	60	34	fluctuation	fluctuation	NOUN
cjfa-59253	60	35	swing	swing	NOUN
cjfa-59253	60	36	.	.	PUNCT
cjfa-59253	61	1	in	in	ADP
cjfa-59253	61	2	his	his	PRON
cjfa-59253	61	3	research	research	NOUN
cjfa-59253	61	4	,	,	PUNCT
cjfa-59253	61	5	da	da	PROPN
cjfa-59253	61	6	silva	silva	NOUN
cjfa-59253	61	7	(	(	PUNCT
cjfa-59253	61	8	2021	2021	NUM
cjfa-59253	61	9	)	)	PUNCT
cjfa-59253	61	10	conducted	conduct	VERB
cjfa-59253	61	11	a	a	DET
cjfa-59253	61	12	sensitivity	sensitivity	NOUN
cjfa-59253	61	13	analysis	analysis	NOUN
cjfa-59253	61	14	and	and	CCONJ
cjfa-59253	61	15	concluded	conclude	VERB
cjfa-59253	61	16	that	that	SCONJ
cjfa-59253	61	17	the	the	DET
cjfa-59253	61	18	quantum	quantum	NOUN
cjfa-59253	61	19	of	of	ADP
cjfa-59253	61	20	investment	investment	NOUN
cjfa-59253	61	21	is	be	AUX
cjfa-59253	61	22	affected	affect	VERB
cjfa-59253	61	23	strongly	strongly	ADV
cjfa-59253	61	24	by	by	ADP
cjfa-59253	61	25	the	the	DET
cjfa-59253	61	26	level	level	NOUN
cjfa-59253	61	27	of	of	ADP
cjfa-59253	61	28	stock	stock	NOUN
cjfa-59253	61	29	price	price	NOUN
cjfa-59253	61	30	informativeness	informativeness	NOUN
cjfa-59253	61	31	,	,	PUNCT
cjfa-59253	61	32	adding	add	VERB
cjfa-59253	61	33	further	far	ADV
cjfa-59253	61	34	that	that	SCONJ
cjfa-59253	61	35	this	this	DET
cjfa-59253	61	36	relationship	relationship	NOUN
cjfa-59253	61	37	is	be	AUX
cjfa-59253	61	38	heightened	heighten	VERB
cjfa-59253	61	39	by	by	ADP
cjfa-59253	61	40	the	the	DET
cjfa-59253	61	41	preponderance	preponderance	NOUN
cjfa-59253	61	42	of	of	ADP
cjfa-59253	61	43	market	market	NOUN
cjfa-59253	61	44	-	-	PUNCT
cjfa-59253	61	45	based	base	VERB
cjfa-59253	61	46	private	private	ADJ
cjfa-59253	61	47	information	information	NOUN
cjfa-59253	61	48	.	.	PUNCT
cjfa-59253	62	1	yavuz	yavuz	PROPN
cjfa-59253	62	2	(	(	PUNCT
cjfa-59253	62	3	2019	2019	NUM
cjfa-59253	62	4	)	)	PUNCT
cjfa-59253	62	5	applied	apply	VERB
cjfa-59253	62	6	the	the	DET
cjfa-59253	62	7	markov	markov	NOUN
cjfa-59253	62	8	chain	chain	NOUN
cjfa-59253	62	9	model	model	NOUN
cjfa-59253	62	10	,	,	PUNCT
cjfa-59253	62	11	which	which	PRON
cjfa-59253	62	12	was	be	AUX
cjfa-59253	62	13	facilitated	facilitate	VERB
cjfa-59253	62	14	with	with	ADP
cjfa-59253	62	15	a	a	DET
cjfa-59253	62	16	creation	creation	NOUN
cjfa-59253	62	17	of	of	ADP
cjfa-59253	62	18	a	a	DET
cjfa-59253	62	19	transition	transition	NOUN
cjfa-59253	62	20	probability	probability	NOUN
cjfa-59253	62	21	matrix	matrix	NOUN
cjfa-59253	62	22	and	and	CCONJ
cjfa-59253	62	23	conducted	conduct	VERB
cjfa-59253	62	24	an	an	DET
cjfa-59253	62	25	analysis	analysis	NOUN
cjfa-59253	62	26	of	of	ADP
cjfa-59253	62	27	future	future	ADJ
cjfa-59253	62	28	stock	stock	NOUN
cjfa-59253	62	29	price	price	NOUN
cjfa-59253	62	30	prediction	prediction	NOUN
cjfa-59253	62	31	using	use	VERB
cjfa-59253	62	32	the	the	DET
cjfa-59253	62	33	closing	close	VERB
cjfa-59253	62	34	stock	stock	NOUN
cjfa-59253	62	35	prices	price	NOUN
cjfa-59253	62	36	in	in	ADP
cjfa-59253	62	37	the	the	DET
cjfa-59253	62	38	istanbul	istanbul	PROPN
cjfa-59253	62	39	stock	stock	PROPN
cjfa-59253	62	40	exchange	exchange	PROPN
cjfa-59253	62	41	(	(	PUNCT
cjfa-59253	62	42	bist	bist	NOUN
cjfa-59253	62	43	)	)	PUNCT
cjfa-59253	62	44	;	;	PUNCT
cjfa-59253	62	45	his	his	PRON
cjfa-59253	62	46	findings	finding	NOUN
cjfa-59253	62	47	show	show	VERB
cjfa-59253	62	48	a	a	DET
cjfa-59253	62	49	successful	successful	ADJ
cjfa-59253	62	50	future	future	ADJ
cjfa-59253	62	51	stock	stock	NOUN
cjfa-59253	62	52	price	price	NOUN
cjfa-59253	62	53	prediction	prediction	NOUN
cjfa-59253	62	54	.	.	PUNCT
cjfa-59253	63	1	yavuz	yavuz	PROPN
cjfa-59253	63	2	’s	’s	PART
cjfa-59253	63	3	(	(	PUNCT
cjfa-59253	63	4	2019	2019	NUM
cjfa-59253	63	5	)	)	PUNCT
cjfa-59253	63	6	findings	finding	NOUN
cjfa-59253	63	7	had	have	AUX
cjfa-59253	63	8	been	be	AUX
cjfa-59253	63	9	confirmed	confirm	VERB
cjfa-59253	63	10	earlier	early	ADV
cjfa-59253	63	11	result	result	NOUN
cjfa-59253	63	12	by	by	ADP
cjfa-59253	63	13	öz	öz	PROPN
cjfa-59253	63	14	(	(	PUNCT
cjfa-59253	63	15	2009	2009	NUM
cjfa-59253	63	16	)	)	PUNCT
cjfa-59253	63	17	,	,	PUNCT
cjfa-59253	63	18	who	who	PRON
cjfa-59253	63	19	applied	apply	VERB
cjfa-59253	63	20	the	the	DET
cjfa-59253	63	21	markov	markov	NOUN
cjfa-59253	63	22	chains	chain	NOUN
cjfa-59253	63	23	approach	approach	VERB
cjfa-59253	63	24	to	to	PART
cjfa-59253	63	25	successfully	successfully	ADV
cjfa-59253	63	26	estimate	estimate	VERB
cjfa-59253	63	27	the	the	DET
cjfa-59253	63	28	future	future	ADJ
cjfa-59253	63	29	price	price	NOUN
cjfa-59253	63	30	in	in	ADP
cjfa-59253	63	31	the	the	DET
cjfa-59253	63	32	istanbul	istanbul	PROPN
cjfa-59253	63	33	stock	stock	PROPN
cjfa-59253	63	34	exchange	exchange	PROPN
cjfa-59253	63	35	.	.	PUNCT
cjfa-59253	64	1	in	in	ADP
cjfa-59253	64	2	another	another	DET
cjfa-59253	64	3	research	research	NOUN
cjfa-59253	64	4	,	,	PUNCT
cjfa-59253	64	5	eraker	eraker	X
cjfa-59253	64	6	(	(	PUNCT
cjfa-59253	64	7	2001	2001	NUM
cjfa-59253	64	8	)	)	PUNCT
cjfa-59253	64	9	applied	apply	VERB
cjfa-59253	64	10	markov	markov	NOUN
cjfa-59253	64	11	-	-	PUNCT
cjfa-59253	64	12	chain	chain	NOUN
cjfa-59253	64	13	model	model	NOUN
cjfa-59253	64	14	mixed	mix	VERB
cjfa-59253	64	15	with	with	ADP
cjfa-59253	64	16	the	the	DET
cjfa-59253	64	17	monte	monte	PROPN
cjfa-59253	64	18	carlo	carlo	PROPN
cjfa-59253	64	19	methodology	methodology	PROPN
cjfa-59253	64	20	(	(	PUNCT
cjfa-59253	64	21	mcmc	mcmc	PROPN
cjfa-59253	64	22	)	)	PUNCT
cjfa-59253	64	23	to	to	PART
cjfa-59253	64	24	pre	pre	VERB
cjfa-59253	64	25	collins	collins	PROPN
cjfa-59253	64	26	c.	c.	PROPN
cjfa-59253	64	27	ngwakwe8282	ngwakwe8282	PROPN
cjfa-59253	64	28	dict	dict	PROPN
cjfa-59253	64	29	weekly	weekly	ADJ
cjfa-59253	64	30	stock	stock	NOUN
cjfa-59253	64	31	price	price	NOUN
cjfa-59253	64	32	.	.	PUNCT
cjfa-59253	65	1	the	the	DET
cjfa-59253	65	2	results	result	NOUN
cjfa-59253	65	3	proved	prove	VERB
cjfa-59253	65	4	that	that	SCONJ
cjfa-59253	65	5	the	the	DET
cjfa-59253	65	6	markov	markov	NOUN
cjfa-59253	65	7	weak	weak	ADJ
cjfa-59253	65	8	market	market	NOUN
cjfa-59253	65	9	efficiency	efficiency	NOUN
cjfa-59253	65	10	approach	approach	NOUN
cjfa-59253	65	11	was	be	AUX
cjfa-59253	65	12	very	very	ADV
cjfa-59253	65	13	successful	successful	ADJ
cjfa-59253	65	14	in	in	ADP
cjfa-59253	65	15	predicting	predict	VERB
cjfa-59253	65	16	the	the	DET
cjfa-59253	65	17	weekly	weekly	ADJ
cjfa-59253	65	18	stock	stock	NOUN
cjfa-59253	65	19	price	price	NOUN
cjfa-59253	65	20	data	datum	NOUN
cjfa-59253	65	21	.	.	PUNCT
cjfa-59253	66	1	in	in	ADP
cjfa-59253	66	2	another	another	DET
cjfa-59253	66	3	closely	closely	ADV
cjfa-59253	66	4	related	relate	VERB
cjfa-59253	66	5	research	research	NOUN
cjfa-59253	66	6	,	,	PUNCT
cjfa-59253	66	7	six	six	NUM
cjfa-59253	66	8	worldwide	worldwide	ADJ
cjfa-59253	66	9	stock	stock	NOUN
cjfa-59253	66	10	market	market	NOUN
cjfa-59253	66	11	prices	price	NOUN
cjfa-59253	66	12	were	be	AUX
cjfa-59253	66	13	examined	examine	VERB
cjfa-59253	66	14	by	by	ADP
cjfa-59253	66	15	enow	enow	NOUN
cjfa-59253	66	16	(	(	PUNCT
cjfa-59253	66	17	2022	2022	NUM
cjfa-59253	66	18	)	)	PUNCT
cjfa-59253	66	19	over	over	ADP
cjfa-59253	66	20	a	a	DET
cjfa-59253	66	21	period	period	NOUN
cjfa-59253	66	22	of	of	ADP
cjfa-59253	66	23	five	five	NUM
cjfa-59253	66	24	years	year	NOUN
cjfa-59253	66	25	;	;	PUNCT
cjfa-59253	66	26	he	he	PRON
cjfa-59253	66	27	applied	apply	VERB
cjfa-59253	66	28	the	the	DET
cjfa-59253	66	29	bayesian	bayesian	NOUN
cjfa-59253	66	30	time	time	NOUN
cjfa-59253	66	31	-	-	PUNCT
cjfa-59253	66	32	varying	vary	VERB
cjfa-59253	66	33	coefficient	coefficient	NOUN
cjfa-59253	66	34	.	.	PUNCT
cjfa-59253	67	1	the	the	DET
cjfa-59253	67	2	findings	finding	NOUN
cjfa-59253	67	3	provided	provide	VERB
cjfa-59253	67	4	compelling	compelling	ADJ
cjfa-59253	67	5	empirical	empirical	ADJ
cjfa-59253	67	6	support	support	NOUN
cjfa-59253	67	7	for	for	ADP
cjfa-59253	67	8	the	the	DET
cjfa-59253	67	9	hypothesis	hypothesis	NOUN
cjfa-59253	67	10	that	that	PRON
cjfa-59253	67	11	the	the	DET
cjfa-59253	67	12	open	open	ADJ
cjfa-59253	67	13	,	,	PUNCT
cjfa-59253	67	14	high	high	ADJ
cjfa-59253	67	15	,	,	PUNCT
cjfa-59253	67	16	and	and	CCONJ
cjfa-59253	67	17	low	low	ADJ
cjfa-59253	67	18	prices	price	NOUN
cjfa-59253	67	19	can	can	AUX
cjfa-59253	67	20	be	be	AUX
cjfa-59253	67	21	used	use	VERB
cjfa-59253	67	22	to	to	PART
cjfa-59253	67	23	anticipate	anticipate	VERB
cjfa-59253	67	24	security	security	NOUN
cjfa-59253	67	25	’s	’s	PART
cjfa-59253	67	26	returns	return	NOUN
cjfa-59253	67	27	.	.	PUNCT
cjfa-59253	68	1	this	this	PRON
cjfa-59253	68	2	shows	show	VERB
cjfa-59253	68	3	that	that	SCONJ
cjfa-59253	68	4	knowing	know	VERB
cjfa-59253	68	5	the	the	DET
cjfa-59253	68	6	open	open	ADJ
cjfa-59253	68	7	,	,	PUNCT
cjfa-59253	68	8	high	high	ADJ
cjfa-59253	68	9	,	,	PUNCT
cjfa-59253	68	10	and	and	CCONJ
cjfa-59253	68	11	low	low	ADJ
cjfa-59253	68	12	prices	price	NOUN
cjfa-59253	68	13	from	from	ADP
cjfa-59253	68	14	the	the	DET
cjfa-59253	68	15	past	past	NOUN
cjfa-59253	68	16	might	might	AUX
cjfa-59253	68	17	give	give	VERB
cjfa-59253	68	18	important	important	ADJ
cjfa-59253	68	19	insights	insight	NOUN
cjfa-59253	68	20	into	into	ADP
cjfa-59253	68	21	how	how	SCONJ
cjfa-59253	68	22	stock	stock	NOUN
cjfa-59253	68	23	prices	price	NOUN
cjfa-59253	68	24	change	change	VERB
cjfa-59253	68	25	,	,	PUNCT
cjfa-59253	68	26	especially	especially	ADV
cjfa-59253	68	27	in	in	ADP
cjfa-59253	68	28	the	the	DET
cjfa-59253	68	29	short	short	ADJ
cjfa-59253	68	30	term	term	NOUN
cjfa-59253	68	31	.	.	PUNCT
cjfa-59253	69	1	moreover	moreover	ADV
cjfa-59253	69	2	,	,	PUNCT
cjfa-59253	69	3	more	more	ADJ
cjfa-59253	69	4	than	than	ADP
cjfa-59253	69	5	98	98	NUM
cjfa-59253	69	6	%	%	NOUN
cjfa-59253	69	7	of	of	ADP
cjfa-59253	69	8	the	the	DET
cjfa-59253	69	9	variations	variation	NOUN
cjfa-59253	69	10	in	in	ADP
cjfa-59253	69	11	the	the	DET
cjfa-59253	69	12	closing	closing	NOUN
cjfa-59253	69	13	price	price	NOUN
cjfa-59253	69	14	may	may	AUX
cjfa-59253	69	15	be	be	AUX
cjfa-59253	69	16	explained	explain	VERB
cjfa-59253	69	17	by	by	ADP
cjfa-59253	69	18	the	the	DET
cjfa-59253	69	19	past	past	ADJ
cjfa-59253	69	20	values	value	NOUN
cjfa-59253	69	21	of	of	ADP
cjfa-59253	69	22	these	these	DET
cjfa-59253	69	23	prices	price	NOUN
cjfa-59253	69	24	.	.	PUNCT
cjfa-59253	70	1	other	other	ADJ
cjfa-59253	70	2	researchers	researcher	NOUN
cjfa-59253	70	3	,	,	PUNCT
cjfa-59253	70	4	such	such	ADJ
cjfa-59253	70	5	as	as	ADP
cjfa-59253	70	6	ellul	ellul	NOUN
cjfa-59253	70	7	,	,	PUNCT
cjfa-59253	70	8	shin	shin	NOUN
cjfa-59253	70	9	and	and	CCONJ
cjfa-59253	70	10	tonks	tonks	PROPN
cjfa-59253	70	11	(	(	PUNCT
cjfa-59253	70	12	2005	2005	NUM
cjfa-59253	70	13	)	)	PUNCT
cjfa-59253	70	14	,	,	PUNCT
cjfa-59253	70	15	studied	study	VERB
cjfa-59253	70	16	the	the	DET
cjfa-59253	70	17	efficiency	efficiency	NOUN
cjfa-59253	70	18	of	of	ADP
cjfa-59253	70	19	call	call	NOUN
cjfa-59253	70	20	markets	market	NOUN
cjfa-59253	70	21	during	during	ADP
cjfa-59253	70	22	opening	opening	NOUN
cjfa-59253	70	23	and	and	CCONJ
cjfa-59253	70	24	closing	closing	NOUN
cjfa-59253	70	25	hours	hour	NOUN
cjfa-59253	70	26	,	,	PUNCT
cjfa-59253	70	27	using	use	VERB
cjfa-59253	70	28	a	a	DET
cjfa-59253	70	29	special	special	ADJ
cjfa-59253	70	30	natural	natural	ADJ
cjfa-59253	70	31	experiment	experiment	NOUN
cjfa-59253	70	32	provided	provide	VERB
cjfa-59253	70	33	by	by	ADP
cjfa-59253	70	34	the	the	DET
cjfa-59253	70	35	london	london	PROPN
cjfa-59253	70	36	stock	stock	NOUN
cjfa-59253	70	37	exchange	exchange	NOUN
cjfa-59253	70	38	.	.	PUNCT
cjfa-59253	71	1	they	they	PRON
cjfa-59253	71	2	found	find	VERB
cjfa-59253	71	3	that	that	SCONJ
cjfa-59253	71	4	although	although	SCONJ
cjfa-59253	71	5	the	the	DET
cjfa-59253	71	6	call	call	NOUN
cjfa-59253	71	7	market	market	NOUN
cjfa-59253	71	8	is	be	AUX
cjfa-59253	71	9	better	well	ADJ
cjfa-59253	71	10	at	at	ADP
cjfa-59253	71	11	price	price	NOUN
cjfa-59253	71	12	discovery	discovery	NOUN
cjfa-59253	71	13	than	than	ADP
cjfa-59253	71	14	dealers	dealer	NOUN
cjfa-59253	71	15	,	,	PUNCT
cjfa-59253	71	16	it	it	PRON
cjfa-59253	71	17	has	have	VERB
cjfa-59253	71	18	problems	problem	NOUN
cjfa-59253	71	19	regarding	regard	VERB
cjfa-59253	71	20	the	the	DET
cjfa-59253	71	21	opening	opening	NOUN
cjfa-59253	71	22	and	and	CCONJ
cjfa-59253	71	23	closing	closing	NOUN
cjfa-59253	71	24	trading	trading	NOUN
cjfa-59253	71	25	,	,	PUNCT
cjfa-59253	71	26	especially	especially	ADV
cjfa-59253	71	27	in	in	ADP
cjfa-59253	71	28	volatile	volatile	ADJ
cjfa-59253	71	29	markets	market	NOUN
cjfa-59253	71	30	.	.	PUNCT
cjfa-59253	72	1	furthermore	furthermore	ADV
cjfa-59253	72	2	,	,	PUNCT
cjfa-59253	72	3	their	their	PRON
cjfa-59253	72	4	findings	finding	NOUN
cjfa-59253	72	5	show	show	VERB
cjfa-59253	72	6	that	that	SCONJ
cjfa-59253	72	7	trading	trading	NOUN
cjfa-59253	72	8	costs	cost	NOUN
cjfa-59253	72	9	of	of	ADP
cjfa-59253	72	10	call	call	NOUN
cjfa-59253	72	11	markets	market	NOUN
cjfa-59253	72	12	increase	increase	VERB
cjfa-59253	72	13	when	when	SCONJ
cjfa-59253	72	14	asymmetric	asymmetric	ADJ
cjfa-59253	72	15	information	information	NOUN
cjfa-59253	72	16	,	,	PUNCT
cjfa-59253	72	17	slow	slow	ADJ
cjfa-59253	72	18	trading	trading	NOUN
cjfa-59253	72	19	,	,	PUNCT
cjfa-59253	72	20	order	order	NOUN
cjfa-59253	72	21	flow	flow	NOUN
cjfa-59253	72	22	imbalances	imbalance	NOUN
cjfa-59253	72	23	,	,	PUNCT
cjfa-59253	72	24	and	and	CCONJ
cjfa-59253	72	25	uncertainty	uncertainty	NOUN
cjfa-59253	72	26	are	be	AUX
cjfa-59253	72	27	present	present	ADJ
cjfa-59253	72	28	.	.	PUNCT
cjfa-59253	73	1	they	they	PRON
cjfa-59253	73	2	also	also	ADV
cjfa-59253	73	3	found	find	VERB
cjfa-59253	73	4	that	that	SCONJ
cjfa-59253	73	5	traders	trader	NOUN
cjfa-59253	73	6	’	’	PART
cjfa-59253	73	7	use	use	NOUN
cjfa-59253	73	8	of	of	ADP
cjfa-59253	73	9	call	call	NOUN
cjfa-59253	73	10	auctions	auction	NOUN
cjfa-59253	73	11	is	be	AUX
cjfa-59253	73	12	negatively	negatively	ADV
cjfa-59253	73	13	correlated	correlate	VERB
cjfa-59253	73	14	with	with	ADP
cjfa-59253	73	15	firm	firm	ADJ
cjfa-59253	73	16	size	size	NOUN
cjfa-59253	73	17	,	,	PUNCT
cjfa-59253	73	18	indicating	indicate	VERB
cjfa-59253	73	19	that	that	SCONJ
cjfa-59253	73	20	the	the	DET
cjfa-59253	73	21	call	call	NOUN
cjfa-59253	73	22	market	market	NOUN
cjfa-59253	73	23	may	may	AUX
cjfa-59253	73	24	not	not	PART
cjfa-59253	73	25	be	be	AUX
cjfa-59253	73	26	the	the	DET
cjfa-59253	73	27	best	good	ADJ
cjfa-59253	73	28	option	option	NOUN
cjfa-59253	73	29	for	for	ADP
cjfa-59253	73	30	opening	opening	NOUN
cjfa-59253	73	31	and	and	CCONJ
cjfa-59253	73	32	closing	closing	NOUN
cjfa-59253	73	33	trading	trading	NOUN
cjfa-59253	73	34	for	for	ADP
cjfa-59253	73	35	small	small	ADJ
cjfa-59253	73	36	and	and	CCONJ
cjfa-59253	73	37	medium	medium	ADJ
cjfa-59253	73	38	-	-	PUNCT
cjfa-59253	73	39	sized	sized	ADJ
cjfa-59253	73	40	stocks	stock	NOUN
cjfa-59253	73	41	.	.	PUNCT
cjfa-59253	74	1	in	in	ADP
cjfa-59253	74	2	another	another	DET
cjfa-59253	74	3	related	relate	VERB
cjfa-59253	74	4	stock	stock	NOUN
cjfa-59253	74	5	price	price	NOUN
cjfa-59253	74	6	prediction	prediction	NOUN
cjfa-59253	74	7	study	study	NOUN
cjfa-59253	74	8	,	,	PUNCT
cjfa-59253	74	9	billah	billah	PROPN
cjfa-59253	74	10	,	,	PUNCT
cjfa-59253	74	11	waheed	waheed	PROPN
cjfa-59253	74	12	and	and	CCONJ
cjfa-59253	74	13	hanifa	hanifa	PROPN
cjfa-59253	74	14	(	(	PUNCT
cjfa-59253	74	15	2015	2015	NUM
cjfa-59253	74	16	)	)	PUNCT
cjfa-59253	74	17	studied	study	VERB
cjfa-59253	74	18	an	an	DET
cjfa-59253	74	19	effective	effective	ADJ
cjfa-59253	74	20	soft	soft	ADJ
cjfa-59253	74	21	computing	computing	NOUN
cjfa-59253	74	22	technique	technique	NOUN
cjfa-59253	74	23	for	for	ADP
cjfa-59253	74	24	dhaka	dhaka	PROPN
cjfa-59253	74	25	stock	stock	PROPN
cjfa-59253	74	26	exchange	exchange	PROPN
cjfa-59253	74	27	(	(	PUNCT
cjfa-59253	74	28	dse	dse	PROPN
cjfa-59253	74	29	)	)	PUNCT
cjfa-59253	74	30	closing	closing	NOUN
cjfa-59253	74	31	data	datum	NOUN
cjfa-59253	74	32	prediction	prediction	NOUN
cjfa-59253	74	33	.	.	PUNCT
cjfa-59253	75	1	on	on	ADP
cjfa-59253	75	2	a	a	DET
cjfa-59253	75	3	variety	variety	NOUN
cjfa-59253	75	4	of	of	ADP
cjfa-59253	75	5	pricing	pricing	NOUN
cjfa-59253	75	6	data	datum	NOUN
cjfa-59253	75	7	,	,	PUNCT
cjfa-59253	75	8	such	such	ADJ
cjfa-59253	75	9	as	as	ADP
cjfa-59253	75	10	opening	opening	NOUN
cjfa-59253	75	11	price	price	NOUN
cjfa-59253	75	12	,	,	PUNCT
cjfa-59253	75	13	highest	high	ADJ
cjfa-59253	75	14	price	price	NOUN
cjfa-59253	75	15	,	,	PUNCT
cjfa-59253	75	16	lowest	low	ADJ
cjfa-59253	75	17	price	price	NOUN
cjfa-59253	75	18	,	,	PUNCT
cjfa-59253	75	19	and	and	CCONJ
cjfa-59253	75	20	total	total	ADJ
cjfa-59253	75	21	shares	share	NOUN
cjfa-59253	75	22	traded	trade	VERB
cjfa-59253	75	23	,	,	PUNCT
cjfa-59253	75	24	they	they	PRON
cjfa-59253	75	25	applied	apply	VERB
cjfa-59253	75	26	the	the	DET
cjfa-59253	75	27	ann	ann	PROPN
cjfa-59253	75	28	and	and	CCONJ
cjfa-59253	75	29	anfis	anfi	VERB
cjfa-59253	75	30	approaches	approach	NOUN
cjfa-59253	75	31	.	.	PUNCT
cjfa-59253	76	1	according	accord	VERB
cjfa-59253	76	2	to	to	ADP
cjfa-59253	76	3	their	their	PRON
cjfa-59253	76	4	findings	finding	NOUN
cjfa-59253	76	5	,	,	PUNCT
cjfa-59253	76	6	anfis	anfis	PROPN
cjfa-59253	76	7	proved	prove	VERB
cjfa-59253	76	8	to	to	PART
cjfa-59253	76	9	be	be	AUX
cjfa-59253	76	10	a	a	DET
cjfa-59253	76	11	more	more	ADV
cjfa-59253	76	12	successful	successful	ADJ
cjfa-59253	76	13	and	and	CCONJ
cjfa-59253	76	14	efficient	efficient	ADJ
cjfa-59253	76	15	method	method	NOUN
cjfa-59253	76	16	of	of	ADP
cjfa-59253	76	17	predicting	predict	VERB
cjfa-59253	76	18	stock	stock	NOUN
cjfa-59253	76	19	price	price	NOUN
cjfa-59253	76	20	data	datum	NOUN
cjfa-59253	76	21	from	from	ADP
cjfa-59253	76	22	the	the	DET
cjfa-59253	76	23	dhaka	dhaka	PROPN
cjfa-59253	76	24	stock	stock	PROPN
cjfa-59253	76	25	exchange	exchange	PROPN
cjfa-59253	76	26	(	(	PUNCT
cjfa-59253	76	27	dse	dse	PROPN
cjfa-59253	76	28	)	)	PUNCT
cjfa-59253	76	29	.	.	PUNCT
cjfa-59253	77	1	in	in	ADP
cjfa-59253	77	2	another	another	DET
cjfa-59253	77	3	research	research	NOUN
cjfa-59253	77	4	,	,	PUNCT
cjfa-59253	77	5	al	al	PROPN
cjfa-59253	77	6	-	-	PUNCT
cjfa-59253	77	7	nefaie	nefaie	PROPN
cjfa-59253	77	8	and	and	CCONJ
cjfa-59253	77	9	aldhyani	aldhyani	PROPN
cjfa-59253	77	10	(	(	PUNCT
cjfa-59253	77	11	2022	2022	NUM
cjfa-59253	77	12	)	)	PUNCT
cjfa-59253	77	13	applied	apply	VERB
cjfa-59253	77	14	the	the	DET
cjfa-59253	77	15	time	time	NOUN
cjfa-59253	77	16	series	series	NOUN
cjfa-59253	77	17	models	model	NOUN
cjfa-59253	77	18	in	in	ADP
cjfa-59253	77	19	their	their	PRON
cjfa-59253	77	20	research	research	NOUN
cjfa-59253	77	21	to	to	PART
cjfa-59253	77	22	predict	predict	VERB
cjfa-59253	77	23	the	the	DET
cjfa-59253	77	24	closing	closing	NOUN
cjfa-59253	77	25	stock	stock	NOUN
cjfa-59253	77	26	price	price	NOUN
cjfa-59253	77	27	in	in	ADP
cjfa-59253	77	28	the	the	DET
cjfa-59253	77	29	saudi	saudi	ADJ
cjfa-59253	77	30	stock	stock	NOUN
cjfa-59253	77	31	exchange	exchange	NOUN
cjfa-59253	77	32	.	.	PUNCT
cjfa-59253	78	1	they	they	PRON
cjfa-59253	78	2	applied	apply	VERB
cjfa-59253	78	3	ai	ai	VERB
cjfa-59253	78	4	algorithms	algorithm	NOUN
cjfa-59253	78	5	on	on	ADP
cjfa-59253	78	6	data	datum	NOUN
cjfa-59253	78	7	period	period	NOUN
cjfa-59253	78	8	of	of	ADP
cjfa-59253	78	9	60	60	NUM
cjfa-59253	78	10	days	day	NOUN
cjfa-59253	78	11	;	;	PUNCT
cjfa-59253	78	12	and	and	CCONJ
cjfa-59253	78	13	their	their	PRON
cjfa-59253	78	14	findings	finding	NOUN
cjfa-59253	78	15	showed	show	VERB
cjfa-59253	78	16	effectiveness	effectiveness	NOUN
cjfa-59253	78	17	in	in	ADP
cjfa-59253	78	18	stock	stock	NOUN
cjfa-59253	78	19	price	price	NOUN
cjfa-59253	78	20	prediction	prediction	NOUN
cjfa-59253	78	21	in	in	ADP
cjfa-59253	78	22	four	four	NUM
cjfa-59253	78	23	sectors	sector	NOUN
cjfa-59253	78	24	of	of	ADP
cjfa-59253	78	25	their	their	PRON
cjfa-59253	78	26	analysis	analysis	NOUN
cjfa-59253	78	27	in	in	ADP
cjfa-59253	78	28	the	the	DET
cjfa-59253	78	29	saudi	saudi	ADJ
cjfa-59253	78	30	stock	stock	NOUN
cjfa-59253	78	31	exchange	exchange	NOUN
cjfa-59253	78	32	.	.	PUNCT
cjfa-59253	79	1	other	other	ADJ
cjfa-59253	79	2	researchers	researcher	NOUN
cjfa-59253	79	3	have	have	AUX
cjfa-59253	79	4	turned	turn	VERB
cjfa-59253	79	5	to	to	ADP
cjfa-59253	79	6	the	the	DET
cjfa-59253	79	7	usage	usage	NOUN
cjfa-59253	79	8	of	of	ADP
cjfa-59253	79	9	computer	computer	NOUN
cjfa-59253	79	10	software	software	NOUN
cjfa-59253	79	11	to	to	PART
cjfa-59253	79	12	predict	predict	VERB
cjfa-59253	79	13	the	the	DET
cjfa-59253	79	14	market	market	NOUN
cjfa-59253	79	15	price	price	NOUN
cjfa-59253	79	16	.	.	PUNCT
cjfa-59253	80	1	as	as	ADP
cjfa-59253	80	2	an	an	DET
cjfa-59253	80	3	example	example	NOUN
cjfa-59253	80	4	,	,	PUNCT
cjfa-59253	80	5	a	a	DET
cjfa-59253	80	6	group	group	NOUN
cjfa-59253	80	7	of	of	ADP
cjfa-59253	80	8	researchers	researcher	NOUN
cjfa-59253	80	9	,	,	PUNCT
cjfa-59253	80	10	namely	namely	ADV
cjfa-59253	80	11	malibari	malibari	NOUN
cjfa-59253	80	12	,	,	PUNCT
cjfa-59253	80	13	katib	katib	PROPN
cjfa-59253	80	14	and	and	CCONJ
cjfa-59253	80	15	mehmood	mehmood	PROPN
cjfa-59253	80	16	(	(	PUNCT
cjfa-59253	80	17	2021	2021	NUM
cjfa-59253	80	18	)	)	PUNCT
cjfa-59253	80	19	,	,	PUNCT
cjfa-59253	80	20	applied	apply	VERB
cjfa-59253	80	21	the	the	DET
cjfa-59253	80	22	fintech	fintech	NOUN
cjfa-59253	80	23	method	method	NOUN
cjfa-59253	80	24	,	,	PUNCT
cjfa-59253	80	25	using	use	VERB
cjfa-59253	80	26	the	the	DET
cjfa-59253	80	27	transformer	transformer	ADJ
cjfa-59253	80	28	neural	neural	ADJ
cjfa-59253	80	29	networks	network	NOUN
cjfa-59253	80	30	to	to	PART
cjfa-59253	80	31	predict	predict	VERB
cjfa-59253	80	32	the	the	DET
cjfa-59253	80	33	closing	closing	NOUN
cjfa-59253	80	34	market	market	NOUN
cjfa-59253	80	35	price	price	NOUN
cjfa-59253	80	36	of	of	ADP
cjfa-59253	80	37	stocks	stock	NOUN
cjfa-59253	80	38	.	.	PUNCT
cjfa-59253	81	1	the	the	DET
cjfa-59253	81	2	researchers	researcher	NOUN
cjfa-59253	81	3	applied	apply	VERB
cjfa-59253	81	4	the	the	DET
cjfa-59253	81	5	stock	stock	NOUN
cjfa-59253	81	6	price	price	NOUN
cjfa-59253	81	7	data	datum	NOUN
cjfa-59253	81	8	extracted	extract	VERB
cjfa-59253	81	9	from	from	ADP
cjfa-59253	81	10	the	the	DET
cjfa-59253	81	11	saudi	saudi	ADJ
cjfa-59253	81	12	stock	stock	NOUN
cjfa-59253	81	13	exchange	exchange	NOUN
cjfa-59253	81	14	.	.	PUNCT
cjfa-59253	82	1	their	their	PRON
cjfa-59253	82	2	findings	finding	NOUN
cjfa-59253	82	3	show	show	VERB
cjfa-59253	82	4	that	that	SCONJ
cjfa-59253	82	5	the	the	DET
cjfa-59253	82	6	model	model	NOUN
cjfa-59253	82	7	can	can	AUX
cjfa-59253	82	8	predict	predict	VERB
cjfa-59253	82	9	closing	close	VERB
cjfa-59253	82	10	stock	stock	NOUN
cjfa-59253	82	11	prices	price	NOUN
cjfa-59253	82	12	with	with	ADP
cjfa-59253	82	13	a	a	DET
cjfa-59253	82	14	probability	probability	NOUN
cjfa-59253	82	15	effectiveness	effectiveness	NOUN
cjfa-59253	82	16	of	of	ADP
cjfa-59253	82	17	open	open	ADJ
cjfa-59253	82	18	,	,	PUNCT
cjfa-59253	82	19	high	high	ADJ
cjfa-59253	82	20	and	and	CCONJ
cjfa-59253	82	21	low	low	ADJ
cjfa-59253	82	22	prices	price	NOUN
cjfa-59253	82	23	in	in	ADP
cjfa-59253	82	24	stock	stock	NOUN
cjfa-59253	82	25	market	market	NOUN
cjfa-59253	82	26	…	…	PUNCT
cjfa-59253	82	27	8383	8383	NUM
cjfa-59253	82	28	accuracy	accuracy	NOUN
cjfa-59253	82	29	level	level	NOUN
cjfa-59253	82	30	that	that	PRON
cjfa-59253	82	31	surpasses	surpass	VERB
cjfa-59253	82	32	90	90	NUM
cjfa-59253	82	33	percent	percent	NOUN
cjfa-59253	82	34	(	(	PUNCT
cjfa-59253	82	35	malibari	malibari	PROPN
cjfa-59253	82	36	,	,	PUNCT
cjfa-59253	82	37	katib	katib	PROPN
cjfa-59253	82	38	&	&	CCONJ
cjfa-59253	82	39	mehmood	mehmood	PROPN
cjfa-59253	82	40	,	,	PUNCT
cjfa-59253	82	41	2021	2021	NUM
cjfa-59253	82	42	)	)	PUNCT
cjfa-59253	82	43	.	.	PUNCT
cjfa-59253	83	1	in	in	ADP
cjfa-59253	83	2	another	another	DET
cjfa-59253	83	3	related	relate	VERB
cjfa-59253	83	4	research	research	NOUN
cjfa-59253	83	5	,	,	PUNCT
cjfa-59253	83	6	ilyas	ilyas	PROPN
cjfa-59253	83	7	,	,	PUNCT
cjfa-59253	83	8	iqbal	iqbal	PROPN
cjfa-59253	83	9	,	,	PUNCT
cjfa-59253	83	10	ijaz	ijaz	PROPN
cjfa-59253	83	11	,	,	PUNCT
cjfa-59253	83	12	mehmood	mehmood	PROPN
cjfa-59253	83	13	and	and	CCONJ
cjfa-59253	83	14	bhatia	bhatia	PROPN
cjfa-59253	83	15	(	(	PUNCT
cjfa-59253	83	16	2022	2022	NUM
cjfa-59253	83	17	)	)	PUNCT
cjfa-59253	83	18	applied	apply	VERB
cjfa-59253	83	19	a	a	DET
cjfa-59253	83	20	hybrid	hybrid	ADJ
cjfa-59253	83	21	model	model	NOUN
cjfa-59253	83	22	to	to	PART
cjfa-59253	83	23	predict	predict	VERB
cjfa-59253	83	24	closing	close	VERB
cjfa-59253	83	25	stock	stock	NOUN
cjfa-59253	83	26	price	price	NOUN
cjfa-59253	83	27	using	use	VERB
cjfa-59253	83	28	a	a	DET
cjfa-59253	83	29	combination	combination	NOUN
cjfa-59253	83	30	of	of	ADP
cjfa-59253	83	31	novel	novel	ADJ
cjfa-59253	83	32	features	feature	NOUN
cjfa-59253	83	33	and	and	CCONJ
cjfa-59253	83	34	a	a	DET
cjfa-59253	83	35	fully	fully	ADV
cjfa-59253	83	36	modified	modify	VERB
cjfa-59253	83	37	hodrick	hodrick	ADJ
cjfa-59253	83	38	-	-	PUNCT
cjfa-59253	83	39	prescott	prescott	NOUN
cjfa-59253	83	40	filter	filter	NOUN
cjfa-59253	83	41	model	model	NOUN
cjfa-59253	83	42	.	.	PUNCT
cjfa-59253	84	1	results	result	NOUN
cjfa-59253	84	2	that	that	PRON
cjfa-59253	84	3	were	be	AUX
cjfa-59253	84	4	based	base	VERB
cjfa-59253	84	5	on	on	ADP
cjfa-59253	84	6	their	their	PRON
cjfa-59253	84	7	model	model	NOUN
cjfa-59253	84	8	yielded	yield	VERB
cjfa-59253	84	9	a	a	DET
cjfa-59253	84	10	stock	stock	NOUN
cjfa-59253	84	11	price	price	NOUN
cjfa-59253	84	12	prediction	prediction	NOUN
cjfa-59253	84	13	accuracy	accuracy	NOUN
cjfa-59253	84	14	of	of	ADP
cjfa-59253	84	15	over	over	ADP
cjfa-59253	84	16	70	70	NUM
cjfa-59253	84	17	percent	percent	NOUN
cjfa-59253	84	18	.	.	PUNCT
cjfa-59253	85	1	this	this	DET
cjfa-59253	85	2	current	current	ADJ
cjfa-59253	85	3	article	article	NOUN
cjfa-59253	85	4	contributes	contribute	VERB
cjfa-59253	85	5	new	new	ADJ
cjfa-59253	85	6	knowledge	knowledge	NOUN
cjfa-59253	85	7	to	to	ADP
cjfa-59253	85	8	existing	exist	VERB
cjfa-59253	85	9	research	research	NOUN
cjfa-59253	85	10	by	by	ADP
cjfa-59253	85	11	assessing	assess	VERB
cjfa-59253	85	12	the	the	DET
cjfa-59253	85	13	effectiveness	effectiveness	NOUN
cjfa-59253	85	14	of	of	ADP
cjfa-59253	85	15	open	open	ADJ
cjfa-59253	85	16	,	,	PUNCT
cjfa-59253	85	17	high	high	ADJ
cjfa-59253	85	18	,	,	PUNCT
cjfa-59253	85	19	and	and	CCONJ
cjfa-59253	85	20	low	low	ADJ
cjfa-59253	85	21	prices	price	NOUN
cjfa-59253	85	22	on	on	ADP
cjfa-59253	85	23	the	the	DET
cjfa-59253	85	24	actual	actual	ADJ
cjfa-59253	85	25	market	market	NOUN
cjfa-59253	85	26	price	price	NOUN
cjfa-59253	85	27	,	,	PUNCT
cjfa-59253	85	28	using	use	VERB
cjfa-59253	85	29	the	the	DET
cjfa-59253	85	30	stock	stock	NOUN
cjfa-59253	85	31	markets	market	NOUN
cjfa-59253	85	32	from	from	ADP
cjfa-59253	85	33	the	the	DET
cjfa-59253	85	34	two	two	NUM
cjfa-59253	85	35	countries	country	NOUN
cjfa-59253	85	36	with	with	ADP
cjfa-59253	85	37	the	the	DET
cjfa-59253	85	38	greatest	great	ADJ
cjfa-59253	85	39	wealth	wealth	NOUN
cjfa-59253	85	40	–	–	PUNCT
cjfa-59253	85	41	the	the	DET
cjfa-59253	85	42	usa	usa	PROPN
cjfa-59253	85	43	and	and	CCONJ
cjfa-59253	85	44	china	china	PROPN
cjfa-59253	85	45	.	.	PUNCT
cjfa-59253	86	1	the	the	DET
cjfa-59253	86	2	rest	rest	NOUN
cjfa-59253	86	3	of	of	ADP
cjfa-59253	86	4	the	the	DET
cjfa-59253	86	5	paper	paper	NOUN
cjfa-59253	86	6	presents	present	VERB
cjfa-59253	86	7	the	the	DET
cjfa-59253	86	8	method	method	NOUN
cjfa-59253	86	9	used	use	VERB
cjfa-59253	86	10	,	,	PUNCT
cjfa-59253	86	11	the	the	DET
cjfa-59253	86	12	data	datum	NOUN
cjfa-59253	86	13	analysis	analysis	NOUN
cjfa-59253	86	14	and	and	CCONJ
cjfa-59253	86	15	results	result	NOUN
cjfa-59253	86	16	,	,	PUNCT
cjfa-59253	86	17	and	and	CCONJ
cjfa-59253	86	18	conclusion	conclusion	NOUN
cjfa-59253	86	19	from	from	ADP
cjfa-59253	86	20	the	the	DET
cjfa-59253	86	21	analysis	analysis	NOUN
cjfa-59253	86	22	.	.	PUNCT
cjfa-59253	87	1	resultsresults	resultsresult	NOUN
cjfa-59253	87	2	table	table	NOUN
cjfa-59253	87	3	2	2	NUM
cjfa-59253	87	4	is	be	AUX
cjfa-59253	87	5	the	the	DET
cjfa-59253	87	6	analysis	analysis	NOUN
cjfa-59253	87	7	of	of	ADP
cjfa-59253	87	8	the	the	DET
cjfa-59253	87	9	usa	usa	PROPN
cjfa-59253	87	10	stock	stock	PROPN
cjfa-59253	87	11	market	market	NOUN
cjfa-59253	87	12	(	(	PUNCT
cjfa-59253	87	13	us	us	NOUN
cjfa-59253	87	14	-	-	PUNCT
cjfa-59253	87	15	spx500	spx500	NOUN
cjfa-59253	87	16	)	)	PUNCT
cjfa-59253	87	17	.	.	PUNCT
cjfa-59253	88	1	therefore	therefore	ADV
cjfa-59253	88	2	,	,	PUNCT
cjfa-59253	88	3	table	table	NOUN
cjfa-59253	88	4	2	2	NUM
cjfa-59253	88	5	presents	present	VERB
cjfa-59253	88	6	the	the	DET
cjfa-59253	88	7	results	result	NOUN
cjfa-59253	88	8	of	of	ADP
cjfa-59253	88	9	the	the	DET
cjfa-59253	88	10	effect	effect	NOUN
cjfa-59253	88	11	of	of	ADP
cjfa-59253	88	12	open	open	ADJ
cjfa-59253	88	13	,	,	PUNCT
cjfa-59253	88	14	high	high	ADJ
cjfa-59253	88	15	,	,	PUNCT
cjfa-59253	88	16	and	and	CCONJ
cjfa-59253	88	17	low	low	ADJ
cjfa-59253	88	18	prices	price	NOUN
cjfa-59253	88	19	on	on	ADP
cjfa-59253	88	20	the	the	DET
cjfa-59253	88	21	actual	actual	ADJ
cjfa-59253	88	22	market	market	NOUN
cjfa-59253	88	23	price	price	NOUN
cjfa-59253	88	24	for	for	ADP
cjfa-59253	88	25	the	the	DET
cjfa-59253	88	26	s&p500	s&p500	PROPN
cjfa-59253	88	27	index	index	NOUN
cjfa-59253	88	28	,	,	PUNCT
cjfa-59253	88	29	with	with	ADP
cjfa-59253	88	30	the	the	DET
cjfa-59253	88	31	dependent	dependent	ADJ
cjfa-59253	88	32	variable	variable	NOUN
cjfa-59253	88	33	being	be	AUX
cjfa-59253	88	34	the	the	DET
cjfa-59253	88	35	market	market	NOUN
cjfa-59253	88	36	price	price	NOUN
cjfa-59253	88	37	.	.	PUNCT
cjfa-59253	89	1	consequently	consequently	ADV
cjfa-59253	89	2	,	,	PUNCT
cjfa-59253	89	3	table	table	NOUN
cjfa-59253	89	4	2	2	NUM
cjfa-59253	89	5	results	result	NOUN
cjfa-59253	89	6	indicate	indicate	VERB
cjfa-59253	89	7	that	that	SCONJ
cjfa-59253	89	8	using	use	VERB
cjfa-59253	89	9	an	an	DET
cjfa-59253	89	10	alpha	alpha	ADJ
cjfa-59253	89	11	level	level	NOUN
cjfa-59253	89	12	of	of	ADP
cjfa-59253	89	13	0.05	0.05	NUM
cjfa-59253	89	14	,	,	PUNCT
cjfa-59253	89	15	the	the	DET
cjfa-59253	89	16	open	open	ADJ
cjfa-59253	89	17	,	,	PUNCT
cjfa-59253	89	18	high	high	ADJ
cjfa-59253	89	19	,	,	PUNCT
cjfa-59253	89	20	and	and	CCONJ
cjfa-59253	89	21	low	low	ADJ
cjfa-59253	89	22	prices	price	NOUN
cjfa-59253	89	23	have	have	VERB
cjfa-59253	89	24	a	a	DET
cjfa-59253	89	25	significant	significant	ADJ
cjfa-59253	89	26	ability	ability	NOUN
cjfa-59253	89	27	to	to	PART
cjfa-59253	89	28	predict	predict	VERB
cjfa-59253	89	29	the	the	DET
cjfa-59253	89	30	actual	actual	ADJ
cjfa-59253	89	31	market	market	NOUN
cjfa-59253	89	32	price	price	NOUN
cjfa-59253	89	33	at	at	ADP
cjfa-59253	89	34	a	a	DET
cjfa-59253	89	35	probability	probability	NOUN
cjfa-59253	89	36	level	level	NOUN
cjfa-59253	89	37	of	of	ADP
cjfa-59253	89	38	p<0.01	p<0.01	PROPN
cjfa-59253	89	39	(	(	PUNCT
cjfa-59253	89	40	within	within	ADP
cjfa-59253	89	41	the	the	DET
cjfa-59253	89	42	sample	sample	NOUN
cjfa-59253	89	43	of	of	ADP
cjfa-59253	89	44	study	study	NOUN
cjfa-59253	89	45	)	)	PUNCT
cjfa-59253	89	46	for	for	ADP
cjfa-59253	89	47	the	the	DET
cjfa-59253	89	48	three	three	NUM
cjfa-59253	89	49	independent	independent	ADJ
cjfa-59253	89	50	variables	variable	NOUN
cjfa-59253	89	51	(	(	PUNCT
cjfa-59253	89	52	open	open	ADJ
cjfa-59253	89	53	,	,	PUNCT
cjfa-59253	89	54	high	high	ADJ
cjfa-59253	89	55	,	,	PUNCT
cjfa-59253	89	56	and	and	CCONJ
cjfa-59253	89	57	low	low	ADJ
cjfa-59253	89	58	price	price	NOUN
cjfa-59253	89	59	)	)	PUNCT
cjfa-59253	89	60	.	.	PUNCT
cjfa-59253	90	1	furthermore	furthermore	ADV
cjfa-59253	90	2	,	,	PUNCT
cjfa-59253	90	3	table	table	NOUN
cjfa-59253	90	4	2	2	NUM
cjfa-59253	90	5	results	result	NOUN
cjfa-59253	90	6	equally	equally	ADV
cjfa-59253	90	7	show	show	VERB
cjfa-59253	90	8	that	that	SCONJ
cjfa-59253	90	9	the	the	DET
cjfa-59253	90	10	market	market	NOUN
cjfa-59253	90	11	price	price	NOUN
cjfa-59253	90	12	prediction	prediction	NOUN
cjfa-59253	90	13	rate	rate	NOUN
cjfa-59253	90	14	vary	vary	VERB
cjfa-59253	90	15	as	as	SCONJ
cjfa-59253	90	16	follows	follow	VERB
cjfa-59253	90	17	:	:	PUNCT
cjfa-59253	90	18	open	open	ADJ
cjfa-59253	90	19	price	price	NOUN
cjfa-59253	90	20	has	have	VERB
cjfa-59253	90	21	a	a	DET
cjfa-59253	90	22	42	42	NUM
cjfa-59253	90	23	%	%	NOUN
cjfa-59253	90	24	prediction	prediction	NOUN
cjfa-59253	90	25	rate	rate	NOUN
cjfa-59253	90	26	;	;	PUNCT
cjfa-59253	90	27	the	the	DET
cjfa-59253	90	28	high	high	ADJ
cjfa-59253	90	29	price	price	NOUN
cjfa-59253	90	30	has	have	VERB
cjfa-59253	90	31	a	a	DET
cjfa-59253	90	32	61	61	NUM
cjfa-59253	90	33	%	%	NOUN
cjfa-59253	90	34	prediction	prediction	NOUN
cjfa-59253	90	35	rate	rate	NOUN
cjfa-59253	90	36	;	;	PUNCT
cjfa-59253	90	37	and	and	CCONJ
cjfa-59253	90	38	the	the	DET
cjfa-59253	90	39	low	low	ADJ
cjfa-59253	90	40	price	price	NOUN
cjfa-59253	90	41	has	have	VERB
cjfa-59253	90	42	71	71	NUM
cjfa-59253	90	43	%	%	NOUN
cjfa-59253	90	44	prediction	prediction	NOUN
cjfa-59253	90	45	rate	rate	NOUN
cjfa-59253	90	46	on	on	ADP
cjfa-59253	90	47	the	the	DET
cjfa-59253	90	48	actual	actual	ADJ
cjfa-59253	90	49	market	market	NOUN
cjfa-59253	90	50	price	price	NOUN
cjfa-59253	90	51	of	of	ADP
cjfa-59253	90	52	stocks	stock	NOUN
cjfa-59253	90	53	.	.	PUNCT
cjfa-59253	91	1	table	table	NOUN
cjfa-59253	91	2	3	3	NUM
cjfa-59253	91	3	evaluates	evaluate	VERB
cjfa-59253	91	4	the	the	DET
cjfa-59253	91	5	effect	effect	NOUN
cjfa-59253	91	6	on	on	ADP
cjfa-59253	91	7	the	the	DET
cjfa-59253	91	8	china	china	PROPN
cjfa-59253	91	9	stock	stock	NOUN
cjfa-59253	91	10	market	market	NOUN
cjfa-59253	91	11	;	;	PUNCT
cjfa-59253	91	12	hence	hence	ADV
cjfa-59253	91	13	,	,	PUNCT
cjfa-59253	91	14	table	table	NOUN
cjfa-59253	91	15	3	3	NUM
cjfa-59253	91	16	presents	present	VERB
cjfa-59253	91	17	the	the	DET
cjfa-59253	91	18	regression	regression	NOUN
cjfa-59253	91	19	results	result	NOUN
cjfa-59253	91	20	for	for	ADP
cjfa-59253	91	21	the	the	DET
cjfa-59253	91	22	shanghai	shanghai	PROPN
cjfa-59253	91	23	composite	composite	PROPN
cjfa-59253	91	24	index	index	NOUN
cjfa-59253	91	25	,	,	PUNCT
cjfa-59253	91	26	where	where	SCONJ
cjfa-59253	91	27	the	the	DET
cjfa-59253	91	28	dependent	dependent	ADJ
cjfa-59253	91	29	variable	variable	NOUN
cjfa-59253	91	30	is	be	AUX
cjfa-59253	91	31	the	the	DET
cjfa-59253	91	32	actual	actual	ADJ
cjfa-59253	91	33	market	market	NOUN
cjfa-59253	91	34	price	price	NOUN
cjfa-59253	91	35	.	.	PUNCT
cjfa-59253	92	1	accordingly	accordingly	ADV
cjfa-59253	92	2	,	,	PUNCT
cjfa-59253	92	3	table	table	NOUN
cjfa-59253	92	4	3	3	NUM
cjfa-59253	92	5	shows	show	VERB
cjfa-59253	92	6	that	that	SCONJ
cjfa-59253	92	7	at	at	ADP
cjfa-59253	92	8	0.05	0.05	NUM
cjfa-59253	92	9	alpha	alpha	NOUN
cjfa-59253	92	10	level	level	NOUN
cjfa-59253	92	11	,	,	PUNCT
cjfa-59253	92	12	the	the	DET
cjfa-59253	92	13	open	open	ADJ
cjfa-59253	92	14	,	,	PUNCT
cjfa-59253	92	15	high	high	ADJ
cjfa-59253	92	16	,	,	PUNCT
cjfa-59253	92	17	and	and	CCONJ
cjfa-59253	92	18	low	low	ADJ
cjfa-59253	92	19	prices	price	NOUN
cjfa-59253	92	20	possess	possess	VERB
cjfa-59253	92	21	the	the	DET
cjfa-59253	92	22	propensity	propensity	NOUN
cjfa-59253	92	23	to	to	PART
cjfa-59253	92	24	significantly	significantly	ADV
cjfa-59253	92	25	predict	predict	VERB
cjfa-59253	92	26	the	the	DET
cjfa-59253	92	27	market	market	NOUN
cjfa-59253	92	28	price	price	NOUN
cjfa-59253	92	29	at	at	ADP
cjfa-59253	92	30	p<0.01	p<0.01	PROPN
cjfa-59253	92	31	for	for	ADP
cjfa-59253	92	32	the	the	DET
cjfa-59253	92	33	three	three	NUM
cjfa-59253	92	34	independent	independent	ADJ
cjfa-59253	92	35	variables	variable	NOUN
cjfa-59253	92	36	(	(	PUNCT
cjfa-59253	92	37	open	open	ADJ
cjfa-59253	92	38	,	,	PUNCT
cjfa-59253	92	39	high	high	ADJ
cjfa-59253	92	40	,	,	PUNCT
cjfa-59253	92	41	and	and	CCONJ
cjfa-59253	92	42	low	low	ADJ
cjfa-59253	92	43	price	price	NOUN
cjfa-59253	92	44	)	)	PUNCT
cjfa-59253	92	45	.	.	PUNCT
cjfa-59253	93	1	table	table	NOUN
cjfa-59253	93	2	3	3	NUM
cjfa-59253	93	3	results	result	NOUN
cjfa-59253	93	4	also	also	ADV
cjfa-59253	93	5	show	show	VERB
cjfa-59253	93	6	that	that	SCONJ
cjfa-59253	93	7	the	the	DET
cjfa-59253	93	8	market	market	NOUN
cjfa-59253	93	9	price	price	NOUN
cjfa-59253	93	10	prediction	prediction	NOUN
cjfa-59253	93	11	rate	rate	NOUN
cjfa-59253	93	12	differs	differ	VERB
cjfa-59253	93	13	as	as	SCONJ
cjfa-59253	93	14	follows	follow	VERB
cjfa-59253	93	15	:	:	PUNCT
cjfa-59253	93	16	open	open	ADJ
cjfa-59253	93	17	price	price	NOUN
cjfa-59253	93	18	=	=	SYM
cjfa-59253	93	19	65	65	NUM
cjfa-59253	93	20	%	%	NOUN
cjfa-59253	93	21	prediction	prediction	NOUN
cjfa-59253	93	22	rate	rate	NOUN
cjfa-59253	93	23	;	;	PUNCT
cjfa-59253	93	24	high	high	ADJ
cjfa-59253	93	25	price	price	NOUN
cjfa-59253	93	26	=	=	SYM
cjfa-59253	93	27	83	83	NUM
cjfa-59253	93	28	%	%	NOUN
cjfa-59253	93	29	prediction	prediction	NOUN
cjfa-59253	93	30	rate	rate	NOUN
cjfa-59253	93	31	;	;	PUNCT
cjfa-59253	93	32	and	and	CCONJ
cjfa-59253	93	33	low	low	ADJ
cjfa-59253	93	34	price	price	NOUN
cjfa-59253	93	35	=	=	NUM
cjfa-59253	93	36	81	81	NUM
cjfa-59253	93	37	%	%	NOUN
cjfa-59253	93	38	prediction	prediction	NOUN
cjfa-59253	93	39	rate	rate	NOUN
cjfa-59253	93	40	.	.	PUNCT
cjfa-59253	94	1	a	a	DET
cjfa-59253	94	2	point	point	NOUN
cjfa-59253	94	3	of	of	ADP
cjfa-59253	94	4	difference	difference	NOUN
cjfa-59253	94	5	worth	worth	ADJ
cjfa-59253	94	6	highlighting	highlight	VERB
cjfa-59253	94	7	between	between	ADP
cjfa-59253	94	8	the	the	DET
cjfa-59253	94	9	us	us	PROPN
cjfa-59253	94	10	s&p500	s&p500	NOUN
cjfa-59253	94	11	in	in	ADP
cjfa-59253	94	12	table	table	NOUN
cjfa-59253	94	13	2	2	NUM
cjfa-59253	94	14	and	and	CCONJ
cjfa-59253	94	15	shanghai	shanghai	PROPN
cjfa-59253	94	16	composite	composite	ADJ
cjfa-59253	94	17	index	index	NOUN
cjfa-59253	94	18	result	result	NOUN
cjfa-59253	94	19	in	in	ADP
cjfa-59253	94	20	table	table	NOUN
cjfa-59253	94	21	3	3	NUM
cjfa-59253	94	22	is	be	AUX
cjfa-59253	94	23	that	that	SCONJ
cjfa-59253	94	24	whereas	whereas	SCONJ
cjfa-59253	94	25	the	the	DET
cjfa-59253	94	26	low	low	ADJ
cjfa-59253	94	27	price	price	NOUN
cjfa-59253	94	28	proved	prove	VERB
cjfa-59253	94	29	to	to	PART
cjfa-59253	94	30	be	be	AUX
cjfa-59253	94	31	the	the	DET
cjfa-59253	94	32	stronger	strong	ADJ
cjfa-59253	94	33	predictor	predictor	NOUN
cjfa-59253	94	34	of	of	ADP
cjfa-59253	94	35	the	the	DET
cjfa-59253	94	36	market	market	NOUN
cjfa-59253	94	37	price	price	NOUN
cjfa-59253	94	38	in	in	ADP
cjfa-59253	94	39	the	the	DET
cjfa-59253	94	40	us	us	PROPN
cjfa-59253	94	41	-	-	PUNCT
cjfa-59253	94	42	spx500	spx500	NOUN
cjfa-59253	94	43	,	,	PUNCT
cjfa-59253	94	44	the	the	DET
cjfa-59253	94	45	high	high	ADJ
cjfa-59253	94	46	price	price	NOUN
cjfa-59253	94	47	proved	prove	VERB
cjfa-59253	94	48	to	to	PART
cjfa-59253	94	49	be	be	AUX
cjfa-59253	94	50	the	the	DET
cjfa-59253	94	51	strongest	strong	ADJ
cjfa-59253	94	52	predictor	predictor	NOUN
cjfa-59253	94	53	of	of	ADP
cjfa-59253	94	54	the	the	DET
cjfa-59253	94	55	actual	actual	ADJ
cjfa-59253	94	56	market	market	NOUN
cjfa-59253	94	57	price	price	NOUN
cjfa-59253	94	58	for	for	ADP
cjfa-59253	94	59	shanghai	shanghai	PROPN
cjfa-59253	94	60	composite	composite	ADJ
cjfa-59253	94	61	index	index	NOUN
cjfa-59253	94	62	results	result	NOUN
cjfa-59253	94	63	in	in	ADP
cjfa-59253	94	64	table	table	NOUN
cjfa-59253	94	65	3	3	NUM
cjfa-59253	94	66	.	.	PUNCT
cjfa-59253	95	1	this	this	DET
cjfa-59253	95	2	finding	finding	NOUN
cjfa-59253	95	3	confirms	confirm	VERB
cjfa-59253	95	4	the	the	DET
cjfa-59253	95	5	hypothesis	hypothesis	NOUN
cjfa-59253	95	6	and	and	CCONJ
cjfa-59253	95	7	findings	finding	NOUN
cjfa-59253	95	8	collins	collins	PROPN
cjfa-59253	95	9	c.	c.	PROPN
cjfa-59253	95	10	ngwakwe8484	ngwakwe8484	PROPN
cjfa-59253	95	11	by	by	ADP
cjfa-59253	95	12	enow	enow	NOUN
cjfa-59253	95	13	(	(	PUNCT
cjfa-59253	95	14	2022	2022	NUM
cjfa-59253	95	15	)	)	PUNCT
cjfa-59253	95	16	,	,	PUNCT
cjfa-59253	95	17	wherein	wherein	SCONJ
cjfa-59253	95	18	they	they	PRON
cjfa-59253	95	19	found	find	VERB
cjfa-59253	95	20	that	that	SCONJ
cjfa-59253	95	21	the	the	DET
cjfa-59253	95	22	open	open	ADJ
cjfa-59253	95	23	,	,	PUNCT
cjfa-59253	95	24	high	high	ADJ
cjfa-59253	95	25	,	,	PUNCT
cjfa-59253	95	26	and	and	CCONJ
cjfa-59253	95	27	low	low	ADJ
cjfa-59253	95	28	prices	price	NOUN
cjfa-59253	95	29	can	can	AUX
cjfa-59253	95	30	be	be	AUX
cjfa-59253	95	31	used	use	VERB
cjfa-59253	95	32	to	to	PART
cjfa-59253	95	33	anticipate	anticipate	VERB
cjfa-59253	95	34	security	security	NOUN
cjfa-59253	95	35	returns	return	NOUN
cjfa-59253	95	36	.	.	PUNCT
cjfa-59253	96	1	table	table	NOUN
cjfa-59253	96	2	4	4	NUM
cjfa-59253	96	3	presents	present	VERB
cjfa-59253	96	4	a	a	DET
cjfa-59253	96	5	comparison	comparison	NOUN
cjfa-59253	96	6	of	of	ADP
cjfa-59253	96	7	prediction	prediction	NOUN
cjfa-59253	96	8	rate	rate	NOUN
cjfa-59253	96	9	of	of	ADP
cjfa-59253	96	10	open	open	ADJ
cjfa-59253	96	11	,	,	PUNCT
cjfa-59253	96	12	high	high	ADJ
cjfa-59253	96	13	,	,	PUNCT
cjfa-59253	96	14	and	and	CCONJ
cjfa-59253	96	15	low	low	ADJ
cjfa-59253	96	16	price	price	NOUN
cjfa-59253	96	17	between	between	ADP
cjfa-59253	96	18	usa	usa	PROPN
cjfa-59253	96	19	s&p500	s&p500	PROPN
cjfa-59253	96	20	index	index	NOUN
cjfa-59253	96	21	and	and	CCONJ
cjfa-59253	96	22	the	the	DET
cjfa-59253	96	23	shanghai	shanghai	PROPN
cjfa-59253	96	24	composite	composite	PROPN
cjfa-59253	96	25	index	index	NOUN
cjfa-59253	96	26	.	.	PUNCT
cjfa-59253	97	1	the	the	DET
cjfa-59253	97	2	comparison	comparison	NOUN
cjfa-59253	97	3	draws	draw	VERB
cjfa-59253	97	4	from	from	ADP
cjfa-59253	97	5	the	the	DET
cjfa-59253	97	6	regression	regression	NOUN
cjfa-59253	97	7	coefficients	coefficient	NOUN
cjfa-59253	97	8	in	in	ADP
cjfa-59253	97	9	table	table	NOUN
cjfa-59253	97	10	2	2	NUM
cjfa-59253	97	11	and	and	CCONJ
cjfa-59253	97	12	table	table	NOUN
cjfa-59253	97	13	3	3	NUM
cjfa-59253	97	14	.	.	PUNCT
cjfa-59253	97	15	a	a	DET
cjfa-59253	97	16	closer	close	ADJ
cjfa-59253	97	17	assessment	assessment	NOUN
cjfa-59253	97	18	in	in	ADP
cjfa-59253	97	19	table	table	NOUN
cjfa-59253	97	20	4	4	NUM
cjfa-59253	97	21	shows	show	VERB
cjfa-59253	97	22	that	that	SCONJ
cjfa-59253	97	23	with	with	ADP
cjfa-59253	97	24	application	application	NOUN
cjfa-59253	97	25	of	of	ADP
cjfa-59253	97	26	regression	regression	NOUN
cjfa-59253	97	27	analysis	analysis	NOUN
cjfa-59253	97	28	,	,	PUNCT
cjfa-59253	97	29	the	the	DET
cjfa-59253	97	30	open	open	ADJ
cjfa-59253	97	31	,	,	PUNCT
cjfa-59253	97	32	high	high	ADJ
cjfa-59253	97	33	,	,	PUNCT
cjfa-59253	97	34	and	and	CCONJ
cjfa-59253	97	35	low	low	ADJ
cjfa-59253	97	36	price	price	NOUN
cjfa-59253	97	37	can	can	AUX
cjfa-59253	97	38	better	well	ADV
cjfa-59253	97	39	predict	predict	VERB
cjfa-59253	97	40	the	the	DET
cjfa-59253	97	41	actual	actual	ADJ
cjfa-59253	97	42	market	market	NOUN
cjfa-59253	97	43	price	price	NOUN
cjfa-59253	97	44	in	in	ADP
cjfa-59253	97	45	china	china	PROPN
cjfa-59253	97	46	’s	’s	PART
cjfa-59253	97	47	shanghai	shanghai	PROPN
cjfa-59253	97	48	stock	stock	PROPN
cjfa-59253	97	49	exchange	exchange	PROPN
cjfa-59253	97	50	than	than	ADP
cjfa-59253	97	51	in	in	ADP
cjfa-59253	97	52	the	the	DET
cjfa-59253	97	53	us	us	PROPN
cjfa-59253	97	54	s&p500	s&p500	PROPN
cjfa-59253	97	55	index	index	PROPN
cjfa-59253	97	56	.	.	PUNCT
cjfa-59253	98	1	this	this	PRON
cjfa-59253	98	2	is	be	AUX
cjfa-59253	98	3	because	because	SCONJ
cjfa-59253	98	4	the	the	DET
cjfa-59253	98	5	coefficients	coefficient	NOUN
cjfa-59253	98	6	of	of	ADP
cjfa-59253	98	7	regression	regression	NOUN
cjfa-59253	98	8	for	for	ADP
cjfa-59253	98	9	independent	independent	ADJ
cjfa-59253	98	10	variables	variable	NOUN
cjfa-59253	98	11	(	(	PUNCT
cjfa-59253	98	12	open	open	ADJ
cjfa-59253	98	13	,	,	PUNCT
cjfa-59253	98	14	high	high	ADJ
cjfa-59253	98	15	,	,	PUNCT
cjfa-59253	98	16	and	and	CCONJ
cjfa-59253	98	17	low	low	ADJ
cjfa-59253	98	18	prices	price	NOUN
cjfa-59253	98	19	)	)	PUNCT
cjfa-59253	98	20	are	be	AUX
cjfa-59253	98	21	65	65	NUM
cjfa-59253	98	22	%	%	NOUN
cjfa-59253	98	23	,	,	PUNCT
cjfa-59253	98	24	83	83	NUM
cjfa-59253	98	25	%	%	NOUN
cjfa-59253	98	26	,	,	PUNCT
cjfa-59253	98	27	and	and	CCONJ
cjfa-59253	98	28	81.9	81.9	NUM
cjfa-59253	98	29	%	%	NOUN
cjfa-59253	98	30	,	,	PUNCT
cjfa-59253	98	31	respectively	respectively	ADV
cjfa-59253	98	32	,	,	PUNCT
cjfa-59253	98	33	for	for	ADP
cjfa-59253	98	34	the	the	DET
cjfa-59253	98	35	shanghai	shanghai	PROPN
cjfa-59253	98	36	composite	composite	PROPN
cjfa-59253	98	37	index	index	NOUN
cjfa-59253	98	38	;	;	PUNCT
cjfa-59253	98	39	and	and	CCONJ
cjfa-59253	98	40	42	42	NUM
cjfa-59253	98	41	%	%	NOUN
cjfa-59253	98	42	,	,	PUNCT
cjfa-59253	98	43	66	66	NUM
cjfa-59253	98	44	%	%	NOUN
cjfa-59253	98	45	,	,	PUNCT
cjfa-59253	98	46	and	and	CCONJ
cjfa-59253	98	47	72	72	NUM
cjfa-59253	98	48	%	%	NOUN
cjfa-59253	98	49	,	,	PUNCT
cjfa-59253	98	50	respectively	respectively	ADV
cjfa-59253	98	51	,	,	PUNCT
cjfa-59253	98	52	for	for	ADP
cjfa-59253	98	53	the	the	DET
cjfa-59253	98	54	usa	usa	PROPN
cjfa-59253	98	55	s&p500	s&p500	PROPN
cjfa-59253	98	56	index	index	PROPN
cjfa-59253	98	57	.	.	PUNCT
cjfa-59253	99	1	aside	aside	ADV
cjfa-59253	99	2	from	from	ADP
cjfa-59253	99	3	the	the	DET
cjfa-59253	99	4	comparison	comparison	NOUN
cjfa-59253	99	5	,	,	PUNCT
cjfa-59253	99	6	the	the	DET
cjfa-59253	99	7	results	result	NOUN
cjfa-59253	99	8	generally	generally	ADV
cjfa-59253	99	9	depict	depict	VERB
cjfa-59253	99	10	the	the	DET
cjfa-59253	99	11	significant	significant	ADJ
cjfa-59253	99	12	ability	ability	NOUN
cjfa-59253	99	13	of	of	ADP
cjfa-59253	99	14	open	open	ADJ
cjfa-59253	99	15	,	,	PUNCT
cjfa-59253	99	16	high	high	ADJ
cjfa-59253	99	17	,	,	PUNCT
cjfa-59253	99	18	and	and	CCONJ
cjfa-59253	99	19	low	low	ADJ
cjfa-59253	99	20	prices	price	NOUN
cjfa-59253	99	21	to	to	PART
cjfa-59253	99	22	predict	predict	VERB
cjfa-59253	99	23	the	the	DET
cjfa-59253	99	24	actual	actual	ADJ
cjfa-59253	99	25	market	market	NOUN
cjfa-59253	99	26	price	price	NOUN
cjfa-59253	99	27	.	.	PUNCT
cjfa-59253	100	1	given	give	VERB
cjfa-59253	100	2	the	the	DET
cjfa-59253	100	3	above	above	ADJ
cjfa-59253	100	4	results	result	NOUN
cjfa-59253	100	5	,	,	PUNCT
cjfa-59253	100	6	it	it	PRON
cjfa-59253	100	7	was	be	AUX
cjfa-59253	100	8	necessary	necessary	ADJ
cjfa-59253	100	9	to	to	PART
cjfa-59253	100	10	verify	verify	VERB
cjfa-59253	100	11	the	the	DET
cjfa-59253	100	12	model	model	NOUN
cjfa-59253	100	13	,	,	PUNCT
cjfa-59253	100	14	and	and	CCONJ
cjfa-59253	100	15	to	to	PART
cjfa-59253	100	16	do	do	VERB
cjfa-59253	100	17	this	this	PRON
cjfa-59253	100	18	,	,	PUNCT
cjfa-59253	100	19	the	the	DET
cjfa-59253	100	20	model	model	NOUN
cjfa-59253	100	21	was	be	AUX
cjfa-59253	100	22	verified	verify	VERB
cjfa-59253	100	23	by	by	ADP
cjfa-59253	100	24	additional	additional	ADJ
cjfa-59253	100	25	analysis	analysis	NOUN
cjfa-59253	100	26	in	in	ADP
cjfa-59253	100	27	table	table	NOUN
cjfa-59253	100	28	5	5	NUM
cjfa-59253	100	29	,	,	PUNCT
cjfa-59253	100	30	table	table	NOUN
cjfa-59253	100	31	6	6	NUM
cjfa-59253	100	32	,	,	PUNCT
cjfa-59253	100	33	table	table	NOUN
cjfa-59253	100	34	7	7	NUM
cjfa-59253	100	35	,	,	PUNCT
cjfa-59253	100	36	and	and	CCONJ
cjfa-59253	100	37	table	table	NOUN
cjfa-59253	100	38	8	8	NUM
cjfa-59253	100	39	,	,	PUNCT
cjfa-59253	100	40	using	use	VERB
cjfa-59253	100	41	other	other	ADJ
cjfa-59253	100	42	observation	observation	NOUN
cjfa-59253	100	43	periods	period	NOUN
cjfa-59253	100	44	,	,	PUNCT
cjfa-59253	100	45	namely	namely	ADV
cjfa-59253	100	46	the	the	DET
cjfa-59253	100	47	covid-19	covid-19	PROPN
cjfa-59253	100	48	and	and	CCONJ
cjfa-59253	100	49	financial	financial	ADJ
cjfa-59253	100	50	crisis	crisis	NOUN
cjfa-59253	100	51	period	period	NOUN
cjfa-59253	100	52	of	of	ADP
cjfa-59253	100	53	2008–2009	2008–2009	NUM
cjfa-59253	100	54	(	(	PUNCT
cjfa-59253	100	55	the	the	DET
cjfa-59253	100	56	great	great	ADJ
cjfa-59253	100	57	recession	recession	NOUN
cjfa-59253	100	58	)	)	PUNCT
cjfa-59253	100	59	stock	stock	NOUN
cjfa-59253	100	60	market	market	NOUN
cjfa-59253	100	61	data	datum	NOUN
cjfa-59253	100	62	for	for	ADP
cjfa-59253	100	63	us	us	PROPN
cjfa-59253	100	64	s&p500	s&p500	NOUN
cjfa-59253	100	65	.	.	PUNCT
cjfa-59253	101	1	the	the	DET
cjfa-59253	101	2	same	same	ADJ
cjfa-59253	101	3	additional	additional	ADJ
cjfa-59253	101	4	observation	observation	NOUN
cjfa-59253	101	5	data	datum	NOUN
cjfa-59253	101	6	during	during	ADP
cjfa-59253	101	7	covid-19	covid-19	PROPN
cjfa-59253	101	8	and	and	CCONJ
cjfa-59253	101	9	during	during	ADP
cjfa-59253	101	10	the	the	DET
cjfa-59253	101	11	financial	financial	ADJ
cjfa-59253	101	12	crisis	crisis	NOUN
cjfa-59253	101	13	of	of	ADP
cjfa-59253	101	14	2008	2008	NUM
cjfa-59253	101	15	–	–	PUNCT
cjfa-59253	101	16	 	 	SPACE
cjfa-59253	101	17	2009	2009	NUM
cjfa-59253	101	18	was	be	AUX
cjfa-59253	101	19	equally	equally	ADV
cjfa-59253	101	20	used	use	VERB
cjfa-59253	101	21	to	to	PART
cjfa-59253	101	22	verify	verify	VERB
cjfa-59253	101	23	the	the	DET
cjfa-59253	101	24	model	model	NOUN
cjfa-59253	101	25	.	.	PUNCT
cjfa-59253	102	1	results	result	NOUN
cjfa-59253	102	2	from	from	ADP
cjfa-59253	102	3	the	the	DET
cjfa-59253	102	4	two	two	NUM
cjfa-59253	102	5	different	different	ADJ
cjfa-59253	102	6	verification	verification	NOUN
cjfa-59253	102	7	analyses	analysis	NOUN
cjfa-59253	102	8	from	from	ADP
cjfa-59253	102	9	table	table	NOUN
cjfa-59253	102	10	5	5	NUM
cjfa-59253	102	11	to	to	PART
cjfa-59253	102	12	table	table	NOUN
cjfa-59253	102	13	8	8	NUM
cjfa-59253	102	14	showed	show	VERB
cjfa-59253	102	15	the	the	DET
cjfa-59253	102	16	same	same	ADJ
cjfa-59253	102	17	significant	significant	ADJ
cjfa-59253	102	18	effect	effect	NOUN
cjfa-59253	102	19	of	of	ADP
cjfa-59253	102	20	open	open	ADJ
cjfa-59253	102	21	,	,	PUNCT
cjfa-59253	102	22	high	high	ADJ
cjfa-59253	102	23	,	,	PUNCT
cjfa-59253	102	24	and	and	CCONJ
cjfa-59253	102	25	low	low	ADJ
cjfa-59253	102	26	prices	price	NOUN
cjfa-59253	102	27	on	on	ADP
cjfa-59253	102	28	the	the	DET
cjfa-59253	102	29	market	market	NOUN
cjfa-59253	102	30	,	,	PUNCT
cjfa-59253	102	31	which	which	PRON
cjfa-59253	102	32	thus	thus	ADV
cjfa-59253	102	33	confirms	confirm	VERB
cjfa-59253	102	34	the	the	DET
cjfa-59253	102	35	research	research	NOUN
cjfa-59253	102	36	model	model	NOUN
cjfa-59253	102	37	in	in	ADP
cjfa-59253	102	38	the	the	DET
cjfa-59253	102	39	first	first	ADJ
cjfa-59253	102	40	analysis	analysis	NOUN
cjfa-59253	102	41	.	.	PUNCT
cjfa-59253	103	1	this	this	PRON
cjfa-59253	103	2	implies	imply	VERB
cjfa-59253	103	3	that	that	SCONJ
cjfa-59253	103	4	in	in	ADP
cjfa-59253	103	5	the	the	DET
cjfa-59253	103	6	absence	absence	NOUN
cjfa-59253	103	7	of	of	ADP
cjfa-59253	103	8	other	other	ADJ
cjfa-59253	103	9	market	market	NOUN
cjfa-59253	103	10	information	information	NOUN
cjfa-59253	103	11	,	,	PUNCT
cjfa-59253	103	12	private	private	ADJ
cjfa-59253	103	13	or	or	CCONJ
cjfa-59253	103	14	public	public	ADJ
cjfa-59253	103	15	,	,	PUNCT
cjfa-59253	103	16	which	which	PRON
cjfa-59253	103	17	may	may	AUX
cjfa-59253	103	18	affect	affect	VERB
cjfa-59253	103	19	stock	stock	NOUN
cjfa-59253	103	20	market	market	NOUN
cjfa-59253	103	21	price	price	NOUN
cjfa-59253	103	22	,	,	PUNCT
cjfa-59253	103	23	the	the	DET
cjfa-59253	103	24	open	open	ADJ
cjfa-59253	103	25	,	,	PUNCT
cjfa-59253	103	26	high	high	ADJ
cjfa-59253	103	27	,	,	PUNCT
cjfa-59253	103	28	and	and	CCONJ
cjfa-59253	103	29	low	low	ADJ
cjfa-59253	103	30	prices	price	NOUN
cjfa-59253	103	31	can	can	AUX
cjfa-59253	103	32	be	be	AUX
cjfa-59253	103	33	utilized	utilize	VERB
cjfa-59253	103	34	by	by	ADP
cjfa-59253	103	35	stock	stock	NOUN
cjfa-59253	103	36	market	market	NOUN
cjfa-59253	103	37	participants	participant	NOUN
cjfa-59253	103	38	,	,	PUNCT
cjfa-59253	103	39	investors	investor	NOUN
cjfa-59253	103	40	,	,	PUNCT
cjfa-59253	103	41	and	and	CCONJ
cjfa-59253	103	42	portfolio	portfolio	NOUN
cjfa-59253	103	43	managers	manager	NOUN
cjfa-59253	103	44	in	in	ADP
cjfa-59253	103	45	predicting	predict	VERB
cjfa-59253	103	46	the	the	DET
cjfa-59253	103	47	market	market	NOUN
cjfa-59253	103	48	price	price	NOUN
cjfa-59253	103	49	.	.	PUNCT
cjfa-59253	104	1	this	this	DET
cjfa-59253	104	2	finding	finding	NOUN
cjfa-59253	104	3	is	be	AUX
cjfa-59253	104	4	valuable	valuable	ADJ
cjfa-59253	104	5	for	for	ADP
cjfa-59253	104	6	small	small	ADJ
cjfa-59253	104	7	and	and	CCONJ
cjfa-59253	104	8	medium	medium	ADJ
cjfa-59253	104	9	stock	stock	NOUN
cjfa-59253	104	10	investors	investor	NOUN
cjfa-59253	104	11	who	who	PRON
cjfa-59253	104	12	may	may	AUX
cjfa-59253	104	13	not	not	PART
cjfa-59253	104	14	possess	possess	VERB
cjfa-59253	104	15	additional	additional	ADJ
cjfa-59253	104	16	market	market	NOUN
cjfa-59253	104	17	information	information	NOUN
cjfa-59253	104	18	,	,	PUNCT
cjfa-59253	104	19	which	which	PRON
cjfa-59253	104	20	often	often	ADV
cjfa-59253	104	21	might	might	AUX
cjfa-59253	104	22	be	be	AUX
cjfa-59253	104	23	expensive	expensive	ADJ
cjfa-59253	104	24	to	to	PART
cjfa-59253	104	25	secure	secure	VERB
cjfa-59253	104	26	;	;	PUNCT
cjfa-59253	104	27	hence	hence	ADV
cjfa-59253	104	28	,	,	PUNCT
cjfa-59253	104	29	such	such	ADJ
cjfa-59253	104	30	lower	low	ADJ
cjfa-59253	104	31	-	-	PUNCT
cjfa-59253	104	32	level	level	NOUN
cjfa-59253	104	33	stock	stock	NOUN
cjfa-59253	104	34	traders	trader	NOUN
cjfa-59253	104	35	can	can	AUX
cjfa-59253	104	36	use	use	VERB
cjfa-59253	104	37	the	the	DET
cjfa-59253	104	38	open	open	ADJ
cjfa-59253	104	39	,	,	PUNCT
cjfa-59253	104	40	high	high	ADJ
cjfa-59253	104	41	,	,	PUNCT
cjfa-59253	104	42	and	and	CCONJ
cjfa-59253	104	43	low	low	ADJ
cjfa-59253	104	44	prices	price	NOUN
cjfa-59253	104	45	to	to	PART
cjfa-59253	104	46	at	at	ADV
cjfa-59253	104	47	least	least	ADJ
cjfa-59253	104	48	make	make	VERB
cjfa-59253	104	49	their	their	PRON
cjfa-59253	104	50	initial	initial	ADJ
cjfa-59253	104	51	prediction	prediction	NOUN
cjfa-59253	104	52	of	of	ADP
cjfa-59253	104	53	market	market	NOUN
cjfa-59253	104	54	price	price	NOUN
cjfa-59253	104	55	and	and	CCONJ
cjfa-59253	104	56	might	might	AUX
cjfa-59253	104	57	also	also	ADV
cjfa-59253	104	58	make	make	VERB
cjfa-59253	104	59	a	a	DET
cjfa-59253	104	60	substantive	substantive	ADJ
cjfa-59253	104	61	stock	stock	NOUN
cjfa-59253	104	62	price	price	NOUN
cjfa-59253	104	63	and	and	CCONJ
cjfa-59253	104	64	investment	investment	NOUN
cjfa-59253	104	65	decision	decision	NOUN
cjfa-59253	104	66	using	use	VERB
cjfa-59253	104	67	this	this	DET
cjfa-59253	104	68	analysis	analysis	NOUN
cjfa-59253	104	69	model	model	NOUN
cjfa-59253	104	70	.	.	PUNCT
cjfa-59253	105	1	this	this	PRON
cjfa-59253	105	2	will	will	AUX
cjfa-59253	105	3	assist	assist	VERB
cjfa-59253	105	4	in	in	ADP
cjfa-59253	105	5	investment	investment	NOUN
cjfa-59253	105	6	decisions	decision	NOUN
cjfa-59253	105	7	because	because	SCONJ
cjfa-59253	105	8	the	the	DET
cjfa-59253	105	9	percentage	percentage	NOUN
cjfa-59253	105	10	of	of	ADP
cjfa-59253	105	11	83	83	NUM
cjfa-59253	105	12	%	%	NOUN
cjfa-59253	105	13	,	,	PUNCT
cjfa-59253	105	14	as	as	SCONJ
cjfa-59253	105	15	revealed	reveal	VERB
cjfa-59253	105	16	in	in	ADP
cjfa-59253	105	17	the	the	DET
cjfa-59253	105	18	results	result	NOUN
cjfa-59253	105	19	of	of	ADP
cjfa-59253	105	20	this	this	DET
cjfa-59253	105	21	analysis	analysis	NOUN
cjfa-59253	105	22	,	,	PUNCT
cjfa-59253	105	23	is	be	AUX
cjfa-59253	105	24	high	high	ADJ
cjfa-59253	105	25	and	and	CCONJ
cjfa-59253	105	26	strong	strong	ADJ
cjfa-59253	105	27	to	to	PART
cjfa-59253	105	28	guide	guide	VERB
cjfa-59253	105	29	some	some	DET
cjfa-59253	105	30	stock	stock	NOUN
cjfa-59253	105	31	investment	investment	NOUN
cjfa-59253	105	32	decisions	decision	NOUN
cjfa-59253	105	33	.	.	PUNCT
cjfa-59253	106	1	effectiveness	effectiveness	NOUN
cjfa-59253	106	2	of	of	ADP
cjfa-59253	106	3	open	open	ADJ
cjfa-59253	106	4	,	,	PUNCT
cjfa-59253	106	5	high	high	ADJ
cjfa-59253	106	6	and	and	CCONJ
cjfa-59253	106	7	low	low	ADJ
cjfa-59253	106	8	prices	price	NOUN
cjfa-59253	106	9	in	in	ADP
cjfa-59253	106	10	stock	stock	NOUN
cjfa-59253	106	11	market	market	NOUN
cjfa-59253	106	12	…	…	PUNCT
cjfa-59253	106	13	8585	8585	NUM
cjfa-59253	106	14	table	table	NOUN
cjfa-59253	106	15	2	2	NUM
cjfa-59253	106	16	.	.	PUNCT
cjfa-59253	107	1	regression	regression	NOUN
cjfa-59253	107	2	results	result	NOUN
cjfa-59253	107	3	for	for	ADP
cjfa-59253	107	4	us	us	PROPN
cjfa-59253	107	5	-	-	PUNCT
cjfa-59253	107	6	spx500	spx500	NOUN
cjfa-59253	107	7	(	(	PUNCT
cjfa-59253	107	8	dependent	dependent	ADJ
cjfa-59253	107	9	variable	variable	NOUN
cjfa-59253	107	10	:	:	PUNCT
cjfa-59253	107	11	market	market	NOUN
cjfa-59253	107	12	price	price	NOUN
cjfa-59253	107	13	)	)	PUNCT
cjfa-59253	107	14	this	this	PRON
cjfa-59253	107	15	implies	imply	VERB
cjfa-59253	107	16	that	that	SCONJ
cjfa-59253	107	17	in	in	ADP
cjfa-59253	107	18	the	the	DET
cjfa-59253	107	19	absence	absence	NOUN
cjfa-59253	107	20	of	of	ADP
cjfa-59253	107	21	other	other	ADJ
cjfa-59253	107	22	market	market	NOUN
cjfa-59253	107	23	information	information	NOUN
cjfa-59253	107	24	,	,	PUNCT
cjfa-59253	107	25	private	private	ADJ
cjfa-59253	107	26	or	or	CCONJ
cjfa-59253	107	27	public	public	ADJ
cjfa-59253	107	28	,	,	PUNCT
cjfa-59253	107	29	which	which	PRON
cjfa-59253	107	30	may	may	AUX
cjfa-59253	107	31	affect	affect	VERB
cjfa-59253	107	32	stock	stock	NOUN
cjfa-59253	107	33	market	market	NOUN
cjfa-59253	107	34	price	price	NOUN
cjfa-59253	107	35	,	,	PUNCT
cjfa-59253	107	36	the	the	DET
cjfa-59253	107	37	open	open	ADJ
cjfa-59253	107	38	,	,	PUNCT
cjfa-59253	107	39	high	high	ADJ
cjfa-59253	107	40	,	,	PUNCT
cjfa-59253	107	41	and	and	CCONJ
cjfa-59253	107	42	low	low	ADJ
cjfa-59253	107	43	prices	price	NOUN
cjfa-59253	107	44	can	can	AUX
cjfa-59253	107	45	be	be	AUX
cjfa-59253	107	46	utilized	utilize	VERB
cjfa-59253	107	47	by	by	ADP
cjfa-59253	107	48	stock	stock	NOUN
cjfa-59253	107	49	market	market	NOUN
cjfa-59253	107	50	participants	participant	NOUN
cjfa-59253	107	51	,	,	PUNCT
cjfa-59253	107	52	investors	investor	NOUN
cjfa-59253	107	53	,	,	PUNCT
cjfa-59253	107	54	and	and	CCONJ
cjfa-59253	107	55	portfolio	portfolio	NOUN
cjfa-59253	107	56	managers	manager	NOUN
cjfa-59253	107	57	in	in	ADP
cjfa-59253	107	58	predicting	predict	VERB
cjfa-59253	107	59	the	the	DET
cjfa-59253	107	60	market	market	NOUN
cjfa-59253	107	61	price	price	NOUN
cjfa-59253	107	62	.	.	PUNCT
cjfa-59253	108	1	this	this	DET
cjfa-59253	108	2	finding	finding	NOUN
cjfa-59253	108	3	is	be	AUX
cjfa-59253	108	4	valuable	valuable	ADJ
cjfa-59253	108	5	for	for	ADP
cjfa-59253	108	6	small	small	ADJ
cjfa-59253	108	7	and	and	CCONJ
cjfa-59253	108	8	medium	medium	ADJ
cjfa-59253	108	9	stock	stock	NOUN
cjfa-59253	108	10	investors	investor	NOUN
cjfa-59253	108	11	who	who	PRON
cjfa-59253	108	12	may	may	AUX
cjfa-59253	108	13	not	not	PART
cjfa-59253	108	14	possess	possess	VERB
cjfa-59253	108	15	additional	additional	ADJ
cjfa-59253	108	16	market	market	NOUN
cjfa-59253	108	17	information	information	NOUN
cjfa-59253	108	18	,	,	PUNCT
cjfa-59253	108	19	which	which	PRON
cjfa-59253	108	20	often	often	ADV
cjfa-59253	108	21	might	might	AUX
cjfa-59253	108	22	be	be	AUX
cjfa-59253	108	23	expensive	expensive	ADJ
cjfa-59253	108	24	to	to	PART
cjfa-59253	108	25	secure	secure	VERB
cjfa-59253	108	26	;	;	PUNCT
cjfa-59253	108	27	hence	hence	ADV
cjfa-59253	108	28	,	,	PUNCT
cjfa-59253	108	29	such	such	ADJ
cjfa-59253	108	30	lower	low	ADJ
cjfa-59253	108	31	-	-	PUNCT
cjfa-59253	108	32	level	level	NOUN
cjfa-59253	108	33	stock	stock	NOUN
cjfa-59253	108	34	traders	trader	NOUN
cjfa-59253	108	35	can	can	AUX
cjfa-59253	108	36	use	use	VERB
cjfa-59253	108	37	the	the	DET
cjfa-59253	108	38	open	open	ADJ
cjfa-59253	108	39	,	,	PUNCT
cjfa-59253	108	40	high	high	ADJ
cjfa-59253	108	41	,	,	PUNCT
cjfa-59253	108	42	and	and	CCONJ
cjfa-59253	108	43	low	low	ADJ
cjfa-59253	108	44	prices	price	NOUN
cjfa-59253	108	45	to	to	PART
cjfa-59253	108	46	at	at	ADV
cjfa-59253	108	47	least	least	ADJ
cjfa-59253	108	48	make	make	VERB
cjfa-59253	108	49	their	their	PRON
cjfa-59253	108	50	initial	initial	ADJ
cjfa-59253	108	51	prediction	prediction	NOUN
cjfa-59253	108	52	of	of	ADP
cjfa-59253	108	53	market	market	NOUN
cjfa-59253	108	54	price	price	NOUN
cjfa-59253	108	55	and	and	CCONJ
cjfa-59253	108	56	might	might	AUX
cjfa-59253	108	57	also	also	ADV
cjfa-59253	108	58	make	make	VERB
cjfa-59253	108	59	a	a	DET
cjfa-59253	108	60	substantive	substantive	ADJ
cjfa-59253	108	61	stock	stock	NOUN
cjfa-59253	108	62	price	price	NOUN
cjfa-59253	108	63	and	and	CCONJ
cjfa-59253	108	64	investment	investment	NOUN
cjfa-59253	108	65	decision	decision	NOUN
cjfa-59253	108	66	using	use	VERB
cjfa-59253	108	67	this	this	DET
cjfa-59253	108	68	analysis	analysis	NOUN
cjfa-59253	108	69	model	model	NOUN
cjfa-59253	108	70	.	.	PUNCT
cjfa-59253	109	1	this	this	PRON
cjfa-59253	109	2	will	will	AUX
cjfa-59253	109	3	assist	assist	VERB
cjfa-59253	109	4	in	in	ADP
cjfa-59253	109	5	investment	investment	NOUN
cjfa-59253	109	6	decisions	decision	NOUN
cjfa-59253	109	7	because	because	SCONJ
cjfa-59253	109	8	the	the	DET
cjfa-59253	109	9	percentage	percentage	NOUN
cjfa-59253	109	10	of	of	ADP
cjfa-59253	109	11	83	83	NUM
cjfa-59253	109	12	%	%	NOUN
cjfa-59253	109	13	,	,	PUNCT
cjfa-59253	109	14	as	as	SCONJ
cjfa-59253	109	15	revealed	reveal	VERB
cjfa-59253	109	16	in	in	ADP
cjfa-59253	109	17	the	the	DET
cjfa-59253	109	18	results	result	NOUN
cjfa-59253	109	19	of	of	ADP
cjfa-59253	109	20	this	this	DET
cjfa-59253	109	21	analysis	analysis	NOUN
cjfa-59253	109	22	,	,	PUNCT
cjfa-59253	109	23	is	be	AUX
cjfa-59253	109	24	high	high	ADJ
cjfa-59253	109	25	and	and	CCONJ
cjfa-59253	109	26	strong	strong	ADJ
cjfa-59253	109	27	to	to	PART
cjfa-59253	109	28	guide	guide	VERB
cjfa-59253	109	29	some	some	DET
cjfa-59253	109	30	stock	stock	NOUN
cjfa-59253	109	31	investment	investment	NOUN
cjfa-59253	109	32	decisions	decision	NOUN
cjfa-59253	109	33	.	.	PUNCT
cjfa-59253	110	1	table	table	NOUN
cjfa-59253	110	2	2	2	NUM
cjfa-59253	110	3	.	.	PUNCT
cjfa-59253	111	1	regression	regression	NOUN
cjfa-59253	111	2	results	result	NOUN
cjfa-59253	111	3	for	for	ADP
cjfa-59253	111	4	us	us	PROPN
cjfa-59253	111	5	-	-	PUNCT
cjfa-59253	111	6	spx500	spx500	NOUN
cjfa-59253	111	7	(	(	PUNCT
cjfa-59253	111	8	dependent	dependent	ADJ
cjfa-59253	111	9	variable	variable	NOUN
cjfa-59253	111	10	:	:	PUNCT
cjfa-59253	111	11	market	market	NOUN
cjfa-59253	111	12	price	price	NOUN
cjfa-59253	111	13	)	)	PUNCT
cjfa-59253	111	14	regression	regression	NOUN
cjfa-59253	111	15	statistics	statistic	NOUN
cjfa-59253	111	16	multiple	multiple	ADJ
cjfa-59253	111	17	r	r	NOUN
cjfa-59253	111	18	0.987309306	0.987309306	NUM
cjfa-59253	111	19	r	r	NOUN
cjfa-59253	111	20	square	square	NOUN
cjfa-59253	111	21	0.974779666	0.974779666	NUM
cjfa-59253	111	22	adjusted	adjust	VERB
cjfa-59253	111	23	r	r	NOUN
cjfa-59253	111	24	square	square	NOUN
cjfa-59253	111	25	0.972839641	0.972839641	NUM
cjfa-59253	111	26	standard	standard	ADJ
cjfa-59253	111	27	error	error	NOUN
cjfa-59253	111	28	14.67839832	14.67839832	NUM
cjfa-59253	111	29	observations	observation	NOUN
cjfa-59253	111	30	43	43	NUM
cjfa-59253	111	31	anova	anova	PROPN
cjfa-59253	111	32	df	df	PROPN
cjfa-59253	111	33	ss	ss	PROPN
cjfa-59253	112	1	ms	ms	PROPN
cjfa-59253	112	2	f	f	PROPN
cjfa-59253	112	3	significance	significance	NOUN
cjfa-59253	112	4	f	f	PROPN
cjfa-59253	112	5	regression	regression	VERB
cjfa-59253	112	6	3	3	NUM
cjfa-59253	112	7	324771.2503	324771.2503	NUM
cjfa-59253	112	8	108257.1	108257.1	NUM
cjfa-59253	112	9	502.4571	502.4571	NUM
cjfa-59253	112	10	0.000000	0.000000	NUM
cjfa-59253	112	11	residual	residual	ADJ
cjfa-59253	112	12	39	39	NUM
cjfa-59253	112	13	8402.759715	8402.759715	NOUN
cjfa-59253	112	14	215.4554	215.4554	NUM
cjfa-59253	112	15	total	total	NOUN
cjfa-59253	112	16	42	42	NUM
cjfa-59253	112	17	333174.01	333174.01	NUM
cjfa-59253	112	18	coefficients	coefficient	NOUN
cjfa-59253	112	19	standard	standard	ADJ
cjfa-59253	112	20	error	error	NOUN
cjfa-59253	112	21	t	t	NOUN
cjfa-59253	112	22	stat	stat	NOUN
cjfa-59253	112	23	p	p	NOUN
cjfa-59253	112	24	-	-	PUNCT
cjfa-59253	112	25	value	value	NOUN
cjfa-59253	112	26	intercept	intercept	NOUN
cjfa-59253	112	27	254.5	254.5	NUM
cjfa-59253	112	28	151.5955807	151.5955807	NUM
cjfa-59253	112	29	1.679025	1.679025	NUM
cjfa-59253	112	30	0.101143	0.101143	NUM
cjfa-59253	112	31	open	open	ADJ
cjfa-59253	112	32	-0.421	-0.421	PUNCT
cjfa-59253	112	33	0.177315712	0.177315712	NUM
cjfa-59253	112	34	-2.37553	-2.37553	NOUN
cjfa-59253	112	35	0.022534	0.022534	NUM
cjfa-59253	112	36	high	high	ADJ
cjfa-59253	112	37	0.661	0.661	NUM
cjfa-59253	112	38	0.174151539	0.174151539	NUM
cjfa-59253	112	39	3.794577	3.794577	NUM
cjfa-59253	112	40	0.000503	0.000503	NUM
cjfa-59253	112	41	low	low	ADJ
cjfa-59253	112	42	0.714	0.714	NUM
cjfa-59253	112	43	0.142782514	0.142782514	NUM
cjfa-59253	112	44	5.003675	5.003675	NUM
cjfa-59253	112	45	0.000012	0.000012	NUM
cjfa-59253	112	46	source	source	NOUN
cjfa-59253	112	47	:	:	PUNCT
cjfa-59253	112	48	own	own	ADJ
cjfa-59253	112	49	study	study	NOUN
cjfa-59253	112	50	data	datum	NOUN
cjfa-59253	112	51	analysis	analysis	NOUN
cjfa-59253	112	52	output	output	NOUN
cjfa-59253	112	53	using	use	VERB
cjfa-59253	112	54	the	the	DET
cjfa-59253	112	55	gretl	gretl	ADJ
cjfa-59253	112	56	statistics	statistic	NOUN
cjfa-59253	112	57	software	software	NOUN
cjfa-59253	112	58	.	.	PUNCT
cjfa-59253	113	1	table	table	NOUN
cjfa-59253	113	2	3	3	NUM
cjfa-59253	113	3	.	.	PUNCT
cjfa-59253	114	1	regression	regression	NOUN
cjfa-59253	114	2	results	result	NOUN
cjfa-59253	114	3	for	for	ADP
cjfa-59253	114	4	shanghai	shanghai	PROPN
cjfa-59253	114	5	composite	composite	ADJ
cjfa-59253	114	6	index	index	NOUN
cjfa-59253	114	7	s	s	PART
cjfa-59253	114	8	o	o	NOUN
cjfa-59253	114	9	u	u	NOUN
cjfa-59253	114	10	r	r	NOUN
cjfa-59253	114	11	c	c	NOUN
cjfa-59253	114	12	e	e	NOUN
cjfa-59253	114	13	:	:	PUNCT
cjfa-59253	114	14	own	own	ADJ
cjfa-59253	114	15	study	study	NOUN
cjfa-59253	114	16	data	datum	NOUN
cjfa-59253	114	17	analysis	analysis	NOUN
cjfa-59253	114	18	output	output	NOUN
cjfa-59253	114	19	using	use	VERB
cjfa-59253	114	20	the	the	DET
cjfa-59253	114	21	gretl	gretl	ADJ
cjfa-59253	114	22	statistics	statistic	NOUN
cjfa-59253	114	23	software	software	NOUN
cjfa-59253	114	24	.	.	PUNCT
cjfa-59253	115	1	collins	collins	PROPN
cjfa-59253	115	2	c.	c.	PROPN
cjfa-59253	115	3	ngwakwe8686	ngwakwe8686	PROPN
cjfa-59253	115	4	table	table	NOUN
cjfa-59253	115	5	3	3	NUM
cjfa-59253	115	6	.	.	PUNCT
cjfa-59253	116	1	regression	regression	NOUN
cjfa-59253	116	2	results	result	NOUN
cjfa-59253	116	3	for	for	ADP
cjfa-59253	116	4	shanghai	shanghai	PROPN
cjfa-59253	116	5	composite	composite	ADJ
cjfa-59253	116	6	index	index	NOUN
cjfa-59253	116	7	(	(	PUNCT
cjfa-59253	116	8	dependent	dependent	ADJ
cjfa-59253	116	9	variable	variable	NOUN
cjfa-59253	116	10	:	:	PUNCT
cjfa-59253	116	11	market	market	NOUN
cjfa-59253	116	12	price)(dependent	price)(dependent	PROPN
cjfa-59253	116	13	variable	variable	NOUN
cjfa-59253	116	14	:	:	PUNCT
cjfa-59253	116	15	market	market	NOUN
cjfa-59253	116	16	price	price	NOUN
cjfa-59253	116	17	)	)	PUNCT
cjfa-59253	116	18	regression	regression	NOUN
cjfa-59253	116	19	statistics	statistic	NOUN
cjfa-59253	116	20	multiple	multiple	ADJ
cjfa-59253	116	21	r	r	NOUN
cjfa-59253	116	22	0.994296	0.994296	NUM
cjfa-59253	116	23	r	r	NOUN
cjfa-59253	116	24	square	square	ADJ
cjfa-59253	116	25	0.988624	0.988624	NUM
cjfa-59253	116	26	adjusted	adjust	VERB
cjfa-59253	116	27	r	r	NOUN
cjfa-59253	116	28	square	square	NOUN
cjfa-59253	116	29	0.987749	0.987749	NUM
cjfa-59253	116	30	standard	standard	ADJ
cjfa-59253	116	31	error	error	NOUN
cjfa-59253	116	32	7.863152	7.863152	NUM
cjfa-59253	116	33	observations	observation	NOUN
cjfa-59253	116	34	43	43	NUM
cjfa-59253	116	35	anova	anova	PROPN
cjfa-59253	116	36	df	df	PROPN
cjfa-59253	116	37	ss	ss	PROPN
cjfa-59253	117	1	ms	ms	PROPN
cjfa-59253	117	2	f	f	PROPN
cjfa-59253	117	3	significance	significance	NOUN
cjfa-59253	117	4	f	f	PROPN
cjfa-59253	117	5	regression	regression	VERB
cjfa-59253	117	6	3	3	NUM
cjfa-59253	117	7	209562.8	209562.8	NUM
cjfa-59253	117	8	69854.26	69854.26	NUM
cjfa-59253	117	9	1129.795	1129.795	NUM
cjfa-59253	117	10	0.0000000	0.0000000	NUM
cjfa-59253	117	11	residual	residual	ADJ
cjfa-59253	117	12	39	39	NUM
cjfa-59253	117	13	2411.337	2411.337	NUM
cjfa-59253	117	14	61.82916	61.82916	NUM
cjfa-59253	117	15	total	total	NOUN
cjfa-59253	117	16	42	42	NUM
cjfa-59253	117	17	211974.1	211974.1	NUM
cjfa-59253	117	18	coefficients	coefficient	NOUN
cjfa-59253	117	19	standard	standard	ADJ
cjfa-59253	117	20	error	error	NOUN
cjfa-59253	117	21	t	t	NOUN
cjfa-59253	117	22	stat	stat	NOUN
cjfa-59253	117	23	p	p	NOUN
cjfa-59253	117	24	-	-	PUNCT
cjfa-59253	117	25	value	value	NOUN
cjfa-59253	117	26	intercept	intercept	NOUN
cjfa-59253	117	27	22.36651	22.36651	NUM
cjfa-59253	117	28	55.54018	55.54018	NUM
cjfa-59253	117	29	0.402709	0.402709	NUM
cjfa-59253	117	30	0.689362	0.689362	NUM
cjfa-59253	117	31	open	open	ADJ
cjfa-59253	117	32	-0.65745	-0.65745	NOUN
cjfa-59253	117	33	0.132105	0.132105	NUM
cjfa-59253	117	34	-4.97669	-4.97669	NOUN
cjfa-59253	117	35	0.000013	0.000013	NUM
cjfa-59253	117	36	high	high	ADJ
cjfa-59253	117	37	0.830363	0.830363	NUM
cjfa-59253	117	38	0.15145	0.15145	NUM
cjfa-59253	117	39	5.482761	5.482761	NUM
cjfa-59253	117	40	0.000002	0.000002	NUM
cjfa-59253	117	41	low	low	ADJ
cjfa-59253	117	42	0.819634	0.819634	NUM
cjfa-59253	117	43	0.159079	0.159079	NUM
cjfa-59253	117	44	5.152359	5.152359	NUM
cjfa-59253	117	45	0.000007	0.000007	NUM
cjfa-59253	117	46	source	source	NOUN
cjfa-59253	117	47	:	:	PUNCT
cjfa-59253	117	48	own	own	ADJ
cjfa-59253	117	49	study	study	NOUN
cjfa-59253	117	50	data	datum	NOUN
cjfa-59253	117	51	analysis	analysis	NOUN
cjfa-59253	117	52	output	output	NOUN
cjfa-59253	117	53	using	use	VERB
cjfa-59253	117	54	the	the	DET
cjfa-59253	117	55	gretl	gretl	ADJ
cjfa-59253	117	56	statistics	statistic	NOUN
cjfa-59253	117	57	software	software	NOUN
cjfa-59253	117	58	.	.	PUNCT
cjfa-59253	118	1	table	table	NOUN
cjfa-59253	118	2	4	4	NUM
cjfa-59253	118	3	.	.	PUNCT
cjfa-59253	118	4	comparison	comparison	NOUN
cjfa-59253	118	5	of	of	ADP
cjfa-59253	118	6	prediction	prediction	NOUN
cjfa-59253	118	7	rate	rate	NOUN
cjfa-59253	118	8	between	between	ADP
cjfa-59253	118	9	s&p	s&p	PROPN
cjfa-59253	118	10	&	&	CCONJ
cjfa-59253	118	11	shanghai	shanghai	PROPN
cjfa-59253	118	12	index	index	PROPN
cjfa-59253	118	13	coefficients	coefficient	VERB
cjfa-59253	118	14	percentage	percentage	NOUN
cjfa-59253	118	15	prediction	prediction	NOUN
cjfa-59253	118	16	power	power	NOUN
cjfa-59253	118	17	for	for	ADP
cjfa-59253	118	18	shanghai	shanghai	PROPN
cjfa-59253	118	19	index	index	PROPN
cjfa-59253	118	20	(	(	PUNCT
cjfa-59253	118	21	from	from	ADP
cjfa-59253	118	22	table	table	NOUN
cjfa-59253	118	23	3	3	NUM
cjfa-59253	118	24	)	)	PUNCT
cjfa-59253	118	25	coefficients	coefficient	VERB
cjfa-59253	118	26	percentage	percentage	NOUN
cjfa-59253	118	27	prediction	prediction	NOUN
cjfa-59253	118	28	power	power	NOUN
cjfa-59253	118	29	for	for	ADP
cjfa-59253	118	30	shanghai	shanghai	PROPN
cjfa-59253	118	31	index	index	PROPN
cjfa-59253	118	32	(	(	PUNCT
cjfa-59253	118	33	from	from	ADP
cjfa-59253	118	34	table	table	NOUN
cjfa-59253	118	35	2	2	NUM
cjfa-59253	118	36	)	)	PUNCT
cjfa-59253	118	37	open	open	ADJ
cjfa-59253	118	38	-65.7	-65.7	ADP
cjfa-59253	118	39	%	%	NOUN
cjfa-59253	118	40	-42	-42	NOUN
cjfa-59253	118	41	%	%	NOUN
cjfa-59253	118	42	high	high	ADJ
cjfa-59253	118	43	83	83	NUM
cjfa-59253	118	44	%	%	NOUN
cjfa-59253	118	45	66	66	NUM
cjfa-59253	118	46	%	%	NOUN
cjfa-59253	118	47	low	low	ADJ
cjfa-59253	118	48	81.9	81.9	NUM
cjfa-59253	118	49	%	%	NOUN
cjfa-59253	118	50	72	72	NUM
cjfa-59253	118	51	%	%	NOUN
cjfa-59253	118	52	source	source	NOUN
cjfa-59253	118	53	:	:	PUNCT
cjfa-59253	118	54	own	own	ADJ
cjfa-59253	118	55	study	study	NOUN
cjfa-59253	118	56	data	datum	NOUN
cjfa-59253	118	57	analysis	analysis	NOUN
cjfa-59253	118	58	output	output	NOUN
cjfa-59253	118	59	using	use	VERB
cjfa-59253	118	60	the	the	DET
cjfa-59253	118	61	gretl	gretl	ADJ
cjfa-59253	118	62	statistics	statistic	NOUN
cjfa-59253	118	63	software	software	NOUN
cjfa-59253	118	64	.	.	PUNCT
cjfa-59253	119	1	results	result	NOUN
cjfa-59253	119	2	using	use	VERB
cjfa-59253	119	3	covid-19	covid-19	PROPN
cjfa-59253	119	4	period	period	NOUN
cjfa-59253	119	5	observation	observation	NOUN
cjfa-59253	119	6	(	(	PUNCT
cjfa-59253	119	7	2020–2021	2020–2021	NUM
cjfa-59253	119	8	)	)	PUNCT
cjfa-59253	119	9	for	for	ADP
cjfa-59253	119	10	us	us	PROPN
cjfa-59253	119	11	-	-	PUNCT
cjfa-59253	119	12	spx500	spx500	NOUN
cjfa-59253	119	13	s	s	PART
cjfa-59253	119	14	o	o	NOUN
cjfa-59253	119	15	u	u	NOUN
cjfa-59253	119	16	r	r	NOUN
cjfa-59253	119	17	c	c	NOUN
cjfa-59253	119	18	e	e	NOUN
cjfa-59253	119	19	:	:	PUNCT
cjfa-59253	119	20	own	own	ADJ
cjfa-59253	119	21	study	study	NOUN
cjfa-59253	119	22	data	datum	NOUN
cjfa-59253	119	23	analysis	analysis	NOUN
cjfa-59253	119	24	output	output	NOUN
cjfa-59253	119	25	using	use	VERB
cjfa-59253	119	26	the	the	DET
cjfa-59253	119	27	gretl	gretl	ADJ
cjfa-59253	119	28	statistics	statistic	NOUN
cjfa-59253	119	29	software	software	NOUN
cjfa-59253	119	30	.	.	PUNCT
cjfa-59253	120	1	table	table	NOUN
cjfa-59253	120	2	4	4	NUM
cjfa-59253	120	3	.	.	PUNCT
cjfa-59253	120	4	comparison	comparison	NOUN
cjfa-59253	120	5	of	of	ADP
cjfa-59253	120	6	prediction	prediction	NOUN
cjfa-59253	120	7	rate	rate	NOUN
cjfa-59253	120	8	between	between	ADP
cjfa-59253	120	9	s&p	s&p	PROPN
cjfa-59253	120	10	&	&	CCONJ
cjfa-59253	120	11	shanghai	shanghai	PROPN
cjfa-59253	120	12	index	index	PROPN
cjfa-59253	120	13	coefficients	coefficient	VERB
cjfa-59253	120	14	percentage	percentage	NOUN
cjfa-59253	120	15	prediction	prediction	NOUN
cjfa-59253	120	16	power	power	NOUN
cjfa-59253	120	17	for	for	ADP
cjfa-59253	120	18	shanghai	shanghai	PROPN
cjfa-59253	120	19	index	index	PROPN
cjfa-59253	120	20	(	(	PUNCT
cjfa-59253	120	21	from	from	ADP
cjfa-59253	120	22	table	table	NOUN
cjfa-59253	120	23	3	3	NUM
cjfa-59253	120	24	)	)	PUNCT
cjfa-59253	120	25	coefficients	coefficient	VERB
cjfa-59253	120	26	percentage	percentage	NOUN
cjfa-59253	120	27	prediction	prediction	NOUN
cjfa-59253	120	28	power	power	NOUN
cjfa-59253	120	29	for	for	ADP
cjfa-59253	120	30	shanghai	shanghai	PROPN
cjfa-59253	120	31	index	index	PROPN
cjfa-59253	120	32	(	(	PUNCT
cjfa-59253	120	33	from	from	ADP
cjfa-59253	120	34	table	table	NOUN
cjfa-59253	120	35	2	2	NUM
cjfa-59253	120	36	)	)	PUNCT
cjfa-59253	120	37	open	open	ADJ
cjfa-59253	120	38	-65.7	-65.7	ADP
cjfa-59253	120	39	%	%	NOUN
cjfa-59253	120	40	-42	-42	NOUN
cjfa-59253	120	41	%	%	NOUN
cjfa-59253	120	42	high	high	ADJ
cjfa-59253	120	43	83	83	NUM
cjfa-59253	120	44	%	%	NOUN
cjfa-59253	120	45	66	66	NUM
cjfa-59253	120	46	%	%	NOUN
cjfa-59253	120	47	low	low	ADJ
cjfa-59253	120	48	81.9	81.9	NUM
cjfa-59253	120	49	%	%	NOUN
cjfa-59253	120	50	72	72	NUM
cjfa-59253	120	51	%	%	NOUN
cjfa-59253	120	52	s	s	PART
cjfa-59253	120	53	o	o	NOUN
cjfa-59253	120	54	u	u	NOUN
cjfa-59253	120	55	r	r	NOUN
cjfa-59253	120	56	c	c	NOUN
cjfa-59253	120	57	e	e	NOUN
cjfa-59253	120	58	:	:	PUNCT
cjfa-59253	120	59	own	own	ADJ
cjfa-59253	120	60	study	study	NOUN
cjfa-59253	120	61	data	datum	NOUN
cjfa-59253	120	62	analysis	analysis	NOUN
cjfa-59253	120	63	output	output	NOUN
cjfa-59253	120	64	using	use	VERB
cjfa-59253	120	65	the	the	DET
cjfa-59253	120	66	gretl	gretl	ADJ
cjfa-59253	120	67	statistics	statistic	NOUN
cjfa-59253	120	68	software	software	NOUN
cjfa-59253	120	69	.	.	PUNCT
cjfa-59253	121	1	effectiveness	effectiveness	NOUN
cjfa-59253	121	2	of	of	ADP
cjfa-59253	121	3	open	open	ADJ
cjfa-59253	121	4	,	,	PUNCT
cjfa-59253	121	5	high	high	ADJ
cjfa-59253	121	6	and	and	CCONJ
cjfa-59253	121	7	low	low	ADJ
cjfa-59253	121	8	prices	price	NOUN
cjfa-59253	121	9	in	in	ADP
cjfa-59253	121	10	stock	stock	NOUN
cjfa-59253	121	11	market	market	NOUN
cjfa-59253	121	12	…	…	PUNCT
cjfa-59253	121	13	8787	8787	NUM
cjfa-59253	121	14	results	result	NOUN
cjfa-59253	121	15	using	use	VERB
cjfa-59253	121	16	covid-19	covid-19	PROPN
cjfa-59253	121	17	period	period	NOUN
cjfa-59253	121	18	observation	observation	NOUN
cjfa-59253	121	19	(	(	PUNCT
cjfa-59253	121	20	2020–2021	2020–2021	NUM
cjfa-59253	121	21	)	)	PUNCT
cjfa-59253	121	22	results	result	NOUN
cjfa-59253	121	23	using	use	VERB
cjfa-59253	121	24	covid-19	covid-19	PROPN
cjfa-59253	121	25	period	period	NOUN
cjfa-59253	121	26	observation	observation	NOUN
cjfa-59253	121	27	(	(	PUNCT
cjfa-59253	121	28	2020–2021	2020–2021	NUM
cjfa-59253	121	29	)	)	PUNCT
cjfa-59253	121	30	for	for	ADP
cjfa-59253	121	31	us	we	PRON
cjfa-59253	121	32	-	-	PUNCT
cjfa-59253	121	33	spx500for	spx500for	VERB
cjfa-59253	121	34	us	us	PROPN
cjfa-59253	121	35	-	-	PUNCT
cjfa-59253	121	36	spx500	spx500	NOUN
cjfa-59253	121	37	table	table	NOUN
cjfa-59253	121	38	5	5	NUM
cjfa-59253	121	39	.	.	PUNCT
cjfa-59253	122	1	covid-19	covid-19	PROPN
cjfa-59253	122	2	period	period	NOUN
cjfa-59253	122	3	:	:	PUNCT
cjfa-59253	122	4	regression	regression	NOUN
cjfa-59253	122	5	results	result	NOUN
cjfa-59253	122	6	for	for	ADP
cjfa-59253	122	7	us	us	PROPN
cjfa-59253	122	8	-	-	PUNCT
cjfa-59253	122	9	spx500	spx500	NOUN
cjfa-59253	122	10	(	(	PUNCT
cjfa-59253	122	11	dependent	dependent	ADJ
cjfa-59253	122	12	variable	variable	NOUN
cjfa-59253	122	13	:	:	PUNCT
cjfa-59253	122	14	market	market	NOUN
cjfa-59253	122	15	price	price	NOUN
cjfa-59253	122	16	)	)	PUNCT
cjfa-59253	122	17	table	table	NOUN
cjfa-59253	122	18	5	5	NUM
cjfa-59253	122	19	.	.	PUNCT
cjfa-59253	123	1	covid-19	covid-19	PROPN
cjfa-59253	123	2	period	period	NOUN
cjfa-59253	123	3	:	:	PUNCT
cjfa-59253	123	4	regression	regression	NOUN
cjfa-59253	123	5	results	result	NOUN
cjfa-59253	123	6	for	for	ADP
cjfa-59253	123	7	us	us	PROPN
cjfa-59253	123	8	-	-	PUNCT
cjfa-59253	123	9	spx500	spx500	NOUN
cjfa-59253	123	10	(	(	PUNCT
cjfa-59253	123	11	dependent	dependent	ADJ
cjfa-59253	123	12	variable	variable	NOUN
cjfa-59253	123	13	:	:	PUNCT
cjfa-59253	123	14	market	market	NOUN
cjfa-59253	123	15	price	price	NOUN
cjfa-59253	123	16	)	)	PUNCT
cjfa-59253	123	17	regression	regression	NOUN
cjfa-59253	123	18	statistics	statistic	NOUN
cjfa-59253	123	19	multiple	multiple	ADJ
cjfa-59253	123	20	r	r	NOUN
cjfa-59253	123	21	0.993733	0.993733	NUM
cjfa-59253	123	22	r	r	NOUN
cjfa-59253	123	23	square	square	NOUN
cjfa-59253	123	24	0.987506	0.987506	NUM
cjfa-59253	123	25	adjusted	adjust	VERB
cjfa-59253	123	26	r	r	NOUN
cjfa-59253	123	27	square	square	NOUN
cjfa-59253	123	28	0.985632	0.985632	NUM
cjfa-59253	123	29	standard	standard	ADJ
cjfa-59253	123	30	error	error	NOUN
cjfa-59253	123	31	75.30991	75.30991	NUM
cjfa-59253	123	32	observations	observation	NOUN
cjfa-59253	123	33	24	24	NUM
cjfa-59253	123	34	anova	anova	PROPN
cjfa-59253	123	35	df	df	PROPN
cjfa-59253	123	36	ss	ss	PROPN
cjfa-59253	124	1	ms	ms	PROPN
cjfa-59253	124	2	f	f	PROPN
cjfa-59253	124	3	significance	significance	NOUN
cjfa-59253	124	4	f	f	PROPN
cjfa-59253	124	5	regression	regression	VERB
cjfa-59253	124	6	3	3	NUM
cjfa-59253	124	7	8965632	8965632	NUM
cjfa-59253	124	8	2988544	2988544	NUM
cjfa-59253	124	9	526.9330479	526.9330479	NUM
cjfa-59253	124	10	0.000000	0.000000	NUM
cjfa-59253	124	11	residual	residual	ADJ
cjfa-59253	124	12	20	20	NUM
cjfa-59253	124	13	113431.6	113431.6	NUM
cjfa-59253	124	14	5671.582	5671.582	NUM
cjfa-59253	124	15	total	total	NOUN
cjfa-59253	124	16	23	23	NUM
cjfa-59253	124	17	9079064	9079064	NUM
cjfa-59253	124	18	coefficients	coefficient	NOUN
cjfa-59253	124	19	standard	standard	ADJ
cjfa-59253	124	20	error	error	NOUN
cjfa-59253	124	21	t	t	NOUN
cjfa-59253	124	22	stat	stat	NOUN
cjfa-59253	124	23	p	p	ADJ
cjfa-59253	124	24	-	-	PUNCT
cjfa-59253	124	25	value	value	NOUN
cjfa-59253	124	26	intercept	intercept	NOUN
cjfa-59253	124	27	-130.483	-130.483	PROPN
cjfa-59253	124	28	141.6544	141.6544	NUM
cjfa-59253	124	29	-0.92113	-0.92113	NOUN
cjfa-59253	124	30	0.367958753	0.367958753	NUM
cjfa-59253	124	31	open	open	ADJ
cjfa-59253	124	32	-0.80625	-0.80625	NOUN
cjfa-59253	124	33	0.176792	0.176792	NUM
cjfa-59253	124	34	-4.56041	-4.56041	NOUN
cjfa-59253	124	35	0.000190066	0.000190066	NUM
cjfa-59253	124	36	high	high	ADJ
cjfa-59253	124	37	1.120686	1.120686	NUM
cjfa-59253	124	38	0.197245	0.197245	NUM
cjfa-59253	124	39	5.681684	5.681684	NUM
cjfa-59253	124	40	0.000014654	0.000014654	NUM
cjfa-59253	124	41	low	low	ADJ
cjfa-59253	124	42	0.706804	0.706804	NUM
cjfa-59253	124	43	0.101435	0.101435	NUM
cjfa-59253	124	44	6.968041	6.968041	NUM
cjfa-59253	124	45	0.000000918	0.000000918	NUM
cjfa-59253	124	46	source	source	NOUN
cjfa-59253	124	47	:	:	PUNCT
cjfa-59253	124	48	own	own	ADJ
cjfa-59253	124	49	study	study	NOUN
cjfa-59253	124	50	data	datum	NOUN
cjfa-59253	124	51	analysis	analysis	NOUN
cjfa-59253	124	52	output	output	NOUN
cjfa-59253	124	53	using	use	VERB
cjfa-59253	124	54	the	the	DET
cjfa-59253	124	55	gretl	gretl	ADJ
cjfa-59253	124	56	statistics	statistic	NOUN
cjfa-59253	124	57	software	software	NOUN
cjfa-59253	124	58	.	.	PUNCT
cjfa-59253	125	1	results	result	NOUN
cjfa-59253	125	2	of	of	ADP
cjfa-59253	125	3	financial	financial	ADJ
cjfa-59253	125	4	crisis	crisis	NOUN
cjfa-59253	125	5	(	(	PUNCT
cjfa-59253	125	6	the	the	DET
cjfa-59253	125	7	great	great	ADJ
cjfa-59253	125	8	recession	recession	NOUN
cjfa-59253	125	9	)	)	PUNCT
cjfa-59253	125	10	period	period	NOUN
cjfa-59253	125	11	observation	observation	NOUN
cjfa-59253	125	12	(	(	PUNCT
cjfa-59253	125	13	2008–2009	2008–2009	NUM
cjfa-59253	125	14	)	)	PUNCT
cjfa-59253	125	15	for	for	ADP
cjfa-59253	125	16	us	us	PROPN
cjfa-59253	125	17	-	-	PUNCT
cjfa-59253	125	18	spx500	spx500	NOUN
cjfa-59253	125	19	s	s	PART
cjfa-59253	125	20	o	o	NOUN
cjfa-59253	125	21	u	u	NOUN
cjfa-59253	125	22	r	r	NOUN
cjfa-59253	125	23	c	c	NOUN
cjfa-59253	125	24	e	e	NOUN
cjfa-59253	125	25	:	:	PUNCT
cjfa-59253	125	26	own	own	ADJ
cjfa-59253	125	27	study	study	NOUN
cjfa-59253	125	28	data	datum	NOUN
cjfa-59253	125	29	analysis	analysis	NOUN
cjfa-59253	125	30	output	output	NOUN
cjfa-59253	125	31	using	use	VERB
cjfa-59253	125	32	the	the	DET
cjfa-59253	125	33	gretl	gretl	ADJ
cjfa-59253	125	34	statistics	statistic	NOUN
cjfa-59253	125	35	software	software	NOUN
cjfa-59253	125	36	.	.	PUNCT
cjfa-59253	126	1	collins	collins	PROPN
cjfa-59253	126	2	c.	c.	PROPN
cjfa-59253	126	3	ngwakwe8888	ngwakwe8888	PROPN
cjfa-59253	126	4	results	result	NOUN
cjfa-59253	126	5	of	of	ADP
cjfa-59253	126	6	financial	financial	ADJ
cjfa-59253	126	7	crisis	crisis	NOUN
cjfa-59253	126	8	(	(	PUNCT
cjfa-59253	126	9	the	the	DET
cjfa-59253	126	10	great	great	ADJ
cjfa-59253	126	11	recession	recession	NOUN
cjfa-59253	126	12	)	)	PUNCT
cjfa-59253	126	13	period	period	NOUN
cjfa-59253	126	14	observation	observation	NOUN
cjfa-59253	126	15	results	result	NOUN
cjfa-59253	126	16	of	of	ADP
cjfa-59253	126	17	financial	financial	ADJ
cjfa-59253	126	18	crisis	crisis	NOUN
cjfa-59253	126	19	(	(	PUNCT
cjfa-59253	126	20	the	the	DET
cjfa-59253	126	21	great	great	ADJ
cjfa-59253	126	22	recession	recession	NOUN
cjfa-59253	126	23	)	)	PUNCT
cjfa-59253	126	24	period	period	NOUN
cjfa-59253	126	25	observation	observation	NOUN
cjfa-59253	126	26	(	(	PUNCT
cjfa-59253	126	27	2008–2009	2008–2009	NUM
cjfa-59253	126	28	)	)	PUNCT
cjfa-59253	126	29	for	for	ADP
cjfa-59253	126	30	us	us	PROPN
cjfa-59253	126	31	-	-	PUNCT
cjfa-59253	126	32	spx500(2008–2009	spx500(2008–2009	NOUN
cjfa-59253	126	33	)	)	PUNCT
cjfa-59253	126	34	for	for	ADP
cjfa-59253	126	35	us	us	PROPN
cjfa-59253	126	36	-	-	PUNCT
cjfa-59253	126	37	spx500	spx500	NOUN
cjfa-59253	126	38	table	table	NOUN
cjfa-59253	126	39	6	6	NUM
cjfa-59253	126	40	.	.	PUNCT
cjfa-59253	127	1	great	great	ADJ
cjfa-59253	127	2	recession	recession	NOUN
cjfa-59253	127	3	period	period	NOUN
cjfa-59253	127	4	:	:	PUNCT
cjfa-59253	127	5	regression	regression	NOUN
cjfa-59253	127	6	results	result	NOUN
cjfa-59253	127	7	for	for	ADP
cjfa-59253	127	8	us	us	PROPN
cjfa-59253	127	9	-	-	PUNCT
cjfa-59253	127	10	spx500	spx500	NOUN
cjfa-59253	127	11	(	(	PUNCT
cjfa-59253	127	12	dependent	dependent	ADJ
cjfa-59253	127	13	variable	variable	NOUN
cjfa-59253	127	14	:	:	PUNCT
cjfa-59253	127	15	market	market	NOUN
cjfa-59253	127	16	price	price	NOUN
cjfa-59253	127	17	)	)	PUNCT
cjfa-59253	127	18	table	table	NOUN
cjfa-59253	127	19	6	6	NUM
cjfa-59253	127	20	.	.	PUNCT
cjfa-59253	128	1	great	great	ADJ
cjfa-59253	128	2	recession	recession	NOUN
cjfa-59253	128	3	period	period	NOUN
cjfa-59253	128	4	:	:	PUNCT
cjfa-59253	128	5	regression	regression	NOUN
cjfa-59253	128	6	results	result	NOUN
cjfa-59253	128	7	for	for	ADP
cjfa-59253	128	8	us	us	PROPN
cjfa-59253	128	9	-	-	PUNCT
cjfa-59253	128	10	spx500	spx500	NOUN
cjfa-59253	128	11	(	(	PUNCT
cjfa-59253	128	12	dependent	dependent	ADJ
cjfa-59253	128	13	variable	variable	NOUN
cjfa-59253	128	14	:	:	PUNCT
cjfa-59253	128	15	market	market	NOUN
cjfa-59253	128	16	price	price	NOUN
cjfa-59253	128	17	)	)	PUNCT
cjfa-59253	128	18	regression	regression	NOUN
cjfa-59253	128	19	statistics	statistic	NOUN
cjfa-59253	128	20	multiple	multiple	ADJ
cjfa-59253	128	21	r	r	NOUN
cjfa-59253	128	22	0.990944	0.990944	NUM
cjfa-59253	128	23	r	r	NOUN
cjfa-59253	128	24	square	square	NOUN
cjfa-59253	128	25	0.981971	0.981971	NUM
cjfa-59253	128	26	adjusted	adjust	VERB
cjfa-59253	128	27	r	r	NOUN
cjfa-59253	128	28	square	square	NOUN
cjfa-59253	128	29	0.979266	0.979266	NUM
cjfa-59253	128	30	standard	standard	ADJ
cjfa-59253	128	31	error	error	NOUN
cjfa-59253	128	32	29.7474	29.7474	NUM
cjfa-59253	128	33	observations	observation	NOUN
cjfa-59253	128	34	24	24	NUM
cjfa-59253	128	35	anova	anova	PROPN
cjfa-59253	128	36	df	df	PROPN
cjfa-59253	128	37	ss	ss	PROPN
cjfa-59253	129	1	ms	ms	PROPN
cjfa-59253	129	2	f	f	PROPN
cjfa-59253	129	3	significance	significance	NOUN
cjfa-59253	129	4	f	f	PROPN
cjfa-59253	129	5	regression	regression	VERB
cjfa-59253	129	6	3	3	NUM
cjfa-59253	129	7	963940.5	963940.5	NUM
cjfa-59253	129	8	321313.5	321313.5	NUM
cjfa-59253	129	9	363.104	363.104	NUM
cjfa-59253	129	10	0.000000	0.000000	NUM
cjfa-59253	129	11	residual	residual	ADJ
cjfa-59253	129	12	20	20	NUM
cjfa-59253	129	13	17698.15	17698.15	NUM
cjfa-59253	129	14	884.9077	884.9077	NUM
cjfa-59253	129	15	total	total	NOUN
cjfa-59253	129	16	23	23	NUM
cjfa-59253	129	17	981638.7	981638.7	NUM
cjfa-59253	129	18	coefficients	coefficient	NOUN
cjfa-59253	129	19	standard	standard	ADJ
cjfa-59253	129	20	error	error	NOUN
cjfa-59253	129	21	t	t	NOUN
cjfa-59253	129	22	stat	stat	NOUN
cjfa-59253	129	23	p	p	ADJ
cjfa-59253	129	24	-	-	PUNCT
cjfa-59253	129	25	value	value	NOUN
cjfa-59253	129	26	intercept	intercept	NOUN
cjfa-59253	129	27	-38.9191	-38.9191	PUNCT
cjfa-59253	129	28	53.88415	53.88415	NUM
cjfa-59253	129	29	-0.72227	-0.72227	NOUN
cjfa-59253	129	30	0.478487	0.478487	NUM
cjfa-59253	129	31	open	open	ADJ
cjfa-59253	129	32	-0.68815	-0.68815	NOUN
cjfa-59253	129	33	0.279166	0.279166	NUM
cjfa-59253	129	34	-2.46502	-2.46502	NOUN
cjfa-59253	130	1	0.022876	0.022876	NUM
cjfa-59253	130	2	high	high	ADJ
cjfa-59253	130	3	1.185103	1.185103	NUM
cjfa-59253	130	4	0.349424	0.349424	NUM
cjfa-59253	130	5	3.391594	3.391594	NUM
cjfa-59253	130	6	0.002897	0.002897	NUM
cjfa-59253	130	7	low	low	ADJ
cjfa-59253	130	8	0.513482	0.513482	NUM
cjfa-59253	130	9	0.09725	0.09725	NUM
cjfa-59253	130	10	5.280007	5.280007	NUM
cjfa-59253	130	11	0.000036	0.000036	NUM
cjfa-59253	130	12	source	source	NOUN
cjfa-59253	130	13	:	:	PUNCT
cjfa-59253	130	14	own	own	ADJ
cjfa-59253	130	15	study	study	NOUN
cjfa-59253	130	16	data	datum	NOUN
cjfa-59253	130	17	analysis	analysis	NOUN
cjfa-59253	130	18	output	output	NOUN
cjfa-59253	130	19	using	use	VERB
cjfa-59253	130	20	the	the	DET
cjfa-59253	130	21	gretl	gretl	ADJ
cjfa-59253	130	22	statistics	statistic	NOUN
cjfa-59253	130	23	software	software	NOUN
cjfa-59253	130	24	.	.	PUNCT
cjfa-59253	131	1	results	result	NOUN
cjfa-59253	131	2	using	use	VERB
cjfa-59253	131	3	covid-19	covid-19	PROPN
cjfa-59253	131	4	period	period	NOUN
cjfa-59253	131	5	observation	observation	NOUN
cjfa-59253	131	6	for	for	ADP
cjfa-59253	131	7	the	the	DET
cjfa-59253	131	8	shanghai	shanghai	PROPN
cjfa-59253	131	9	composite	composite	ADJ
cjfa-59253	131	10	index	index	NOUN
cjfa-59253	131	11	table	table	NOUN
cjfa-59253	131	12	7	7	NUM
cjfa-59253	131	13	.	.	PUNCT
cjfa-59253	132	1	covid-19	covid-19	PROPN
cjfa-59253	132	2	period	period	NOUN
cjfa-59253	132	3	:	:	PUNCT
cjfa-59253	132	4	regression	regression	NOUN
cjfa-59253	132	5	results	result	NOUN
cjfa-59253	132	6	for	for	ADP
cjfa-59253	132	7	the	the	DET
cjfa-59253	132	8	shanghai	shanghai	PROPN
cjfa-59253	132	9	composite	composite	ADJ
cjfa-59253	132	10	index	index	NOUN
cjfa-59253	132	11	(	(	PUNCT
cjfa-59253	132	12	dependent	dependent	ADJ
cjfa-59253	132	13	variable	variable	NOUN
cjfa-59253	132	14	:	:	PUNCT
cjfa-59253	132	15	market	market	NOUN
cjfa-59253	132	16	price	price	NOUN
cjfa-59253	132	17	)	)	PUNCT
cjfa-59253	132	18	regression	regression	NOUN
cjfa-59253	132	19	statistics	statistic	NOUN
cjfa-59253	132	20	multiple	multiple	ADJ
cjfa-59253	132	21	r	r	NOUN
cjfa-59253	132	22	0.979771	0.979771	NUM
cjfa-59253	132	23	r	r	NOUN
cjfa-59253	132	24	square	square	NOUN
cjfa-59253	132	25	0.959952	0.959952	NUM
cjfa-59253	132	26	adjusted	adjust	VERB
cjfa-59253	132	27	r	r	NOUN
cjfa-59253	132	28	square	square	NOUN
cjfa-59253	132	29	0.953944	0.953944	NUM
cjfa-59253	132	30	standard	standard	ADJ
cjfa-59253	132	31	error	error	NOUN
cjfa-59253	132	32	60.33143	60.33143	NUM
cjfa-59253	132	33	observations	observation	NOUN
cjfa-59253	132	34	24	24	NUM
cjfa-59253	132	35	anova	anova	PROPN
cjfa-59253	132	36	df	df	PROPN
cjfa-59253	132	37	ss	ss	PROPN
cjfa-59253	133	1	ms	ms	PROPN
cjfa-59253	133	2	f	f	PROPN
cjfa-59253	133	3	significance	significance	NOUN
cjfa-59253	133	4	f	f	PROPN
cjfa-59253	133	5	regression	regression	VERB
cjfa-59253	133	6	3	3	NUM
cjfa-59253	133	7	1744948	1744948	NUM
cjfa-59253	133	8	581649.2	581649.2	NUM
cjfa-59253	133	9	159.799	159.799	NUM
cjfa-59253	133	10	0.000000	0.000000	NUM
cjfa-59253	133	11	residual	residual	ADJ
cjfa-59253	133	12	20	20	NUM
cjfa-59253	133	13	72797.62	72797.62	NUM
cjfa-59253	133	14	3639.881	3639.881	NUM
cjfa-59253	133	15	total	total	ADJ
cjfa-59253	133	16	23	23	NUM
cjfa-59253	133	17	1817745	1817745	NUM
cjfa-59253	133	18	coefficients	coefficient	NOUN
cjfa-59253	133	19	standard	standard	ADJ
cjfa-59253	133	20	error	error	NOUN
cjfa-59253	133	21	t	t	NOUN
cjfa-59253	133	22	stat	stat	NOUN
cjfa-59253	133	23	p	p	NOUN
cjfa-59253	133	24	-	-	PUNCT
cjfa-59253	133	25	value	value	NOUN
cjfa-59253	133	26	intercept	intercept	NOUN
cjfa-59253	133	27	40.27096	40.27096	NUM
cjfa-59253	133	28	164.4259	164.4259	NUM
cjfa-59253	133	29	0.244919	0.244919	NUM
cjfa-59253	133	30	0.809015	0.809015	NUM
cjfa-59253	133	31	open	open	ADJ
cjfa-59253	133	32	-0.4007	-0.4007	NOUN
cjfa-59253	133	33	0.163795	0.163795	NUM
cjfa-59253	133	34	-2.44635	-2.44635	NOUN
cjfa-59253	133	35	0.023801	0.023801	NUM
cjfa-59253	133	36	high	high	ADJ
cjfa-59253	133	37	0.501762	0.501762	NUM
cjfa-59253	133	38	0.144366	0.144366	NUM
cjfa-59253	133	39	3.475634	3.475634	NUM
cjfa-59253	133	40	0.002386	0.002386	NUM
cjfa-59253	133	41	low	low	ADJ
cjfa-59253	133	42	0.896198	0.896198	NUM
cjfa-59253	133	43	0.180706	0.180706	NUM
cjfa-59253	134	1	4.959412	4.959412	NUM
cjfa-59253	134	2	0.000075	0.000075	NUM
cjfa-59253	134	3	s	s	PART
cjfa-59253	134	4	o	o	NOUN
cjfa-59253	134	5	u	u	NOUN
cjfa-59253	134	6	r	r	NOUN
cjfa-59253	134	7	c	c	NOUN
cjfa-59253	134	8	e	e	NOUN
cjfa-59253	134	9	:	:	PUNCT
cjfa-59253	134	10	own	own	ADJ
cjfa-59253	134	11	study	study	NOUN
cjfa-59253	134	12	data	datum	NOUN
cjfa-59253	134	13	analysis	analysis	NOUN
cjfa-59253	134	14	output	output	NOUN
cjfa-59253	134	15	using	use	VERB
cjfa-59253	134	16	the	the	DET
cjfa-59253	134	17	gretl	gretl	ADJ
cjfa-59253	134	18	statistics	statistic	NOUN
cjfa-59253	134	19	software	software	NOUN
cjfa-59253	134	20	.	.	PUNCT
cjfa-59253	135	1	effectiveness	effectiveness	NOUN
cjfa-59253	135	2	of	of	ADP
cjfa-59253	135	3	open	open	ADJ
cjfa-59253	135	4	,	,	PUNCT
cjfa-59253	135	5	high	high	ADJ
cjfa-59253	135	6	and	and	CCONJ
cjfa-59253	135	7	low	low	ADJ
cjfa-59253	135	8	prices	price	NOUN
cjfa-59253	135	9	in	in	ADP
cjfa-59253	135	10	stock	stock	NOUN
cjfa-59253	135	11	market	market	NOUN
cjfa-59253	135	12	…	…	PUNCT
cjfa-59253	135	13	8989	8989	NUM
cjfa-59253	135	14	results	result	NOUN
cjfa-59253	135	15	using	use	VERB
cjfa-59253	135	16	covid-19	covid-19	PROPN
cjfa-59253	135	17	period	period	NOUN
cjfa-59253	135	18	observation	observation	NOUN
cjfa-59253	135	19	results	result	NOUN
cjfa-59253	135	20	using	use	VERB
cjfa-59253	135	21	covid-19	covid-19	PROPN
cjfa-59253	135	22	period	period	NOUN
cjfa-59253	135	23	observation	observation	NOUN
cjfa-59253	135	24	for	for	ADP
cjfa-59253	135	25	the	the	DET
cjfa-59253	135	26	shanghai	shanghai	PROPN
cjfa-59253	135	27	composite	composite	PROPN
cjfa-59253	135	28	indexfor	indexfor	PROPN
cjfa-59253	135	29	the	the	DET
cjfa-59253	135	30	shanghai	shanghai	PROPN
cjfa-59253	135	31	composite	composite	ADJ
cjfa-59253	135	32	index	index	NOUN
cjfa-59253	135	33	table	table	NOUN
cjfa-59253	135	34	7	7	NUM
cjfa-59253	135	35	.	.	PUNCT
cjfa-59253	136	1	covid-19	covid-19	PROPN
cjfa-59253	136	2	period	period	NOUN
cjfa-59253	136	3	:	:	PUNCT
cjfa-59253	136	4	regression	regression	NOUN
cjfa-59253	136	5	results	result	NOUN
cjfa-59253	136	6	for	for	ADP
cjfa-59253	136	7	the	the	DET
cjfa-59253	136	8	shanghai	shanghai	PROPN
cjfa-59253	136	9	composite	composite	ADJ
cjfa-59253	136	10	index	index	NOUN
cjfa-59253	136	11	(	(	PUNCT
cjfa-59253	136	12	dependent	dependent	ADJ
cjfa-59253	136	13	variable	variable	NOUN
cjfa-59253	136	14	:	:	PUNCT
cjfa-59253	136	15	market	market	NOUN
cjfa-59253	136	16	price	price	NOUN
cjfa-59253	136	17	)	)	PUNCT
cjfa-59253	136	18	table	table	NOUN
cjfa-59253	136	19	6	6	NUM
cjfa-59253	136	20	.	.	PUNCT
cjfa-59253	137	1	great	great	ADJ
cjfa-59253	137	2	recession	recession	NOUN
cjfa-59253	137	3	period	period	NOUN
cjfa-59253	137	4	:	:	PUNCT
cjfa-59253	137	5	regression	regression	NOUN
cjfa-59253	137	6	results	result	NOUN
cjfa-59253	137	7	for	for	ADP
cjfa-59253	137	8	us	us	PROPN
cjfa-59253	137	9	-	-	PUNCT
cjfa-59253	137	10	spx500	spx500	NOUN
cjfa-59253	137	11	(	(	PUNCT
cjfa-59253	137	12	dependent	dependent	ADJ
cjfa-59253	137	13	variable	variable	NOUN
cjfa-59253	137	14	:	:	PUNCT
cjfa-59253	137	15	market	market	NOUN
cjfa-59253	137	16	price	price	NOUN
cjfa-59253	137	17	)	)	PUNCT
cjfa-59253	137	18	regression	regression	NOUN
cjfa-59253	137	19	statistics	statistic	NOUN
cjfa-59253	137	20	multiple	multiple	ADJ
cjfa-59253	137	21	r	r	NOUN
cjfa-59253	137	22	0.990944	0.990944	NUM
cjfa-59253	137	23	r	r	NOUN
cjfa-59253	137	24	square	square	NOUN
cjfa-59253	137	25	0.981971	0.981971	NUM
cjfa-59253	137	26	adjusted	adjust	VERB
cjfa-59253	137	27	r	r	NOUN
cjfa-59253	137	28	square	square	NOUN
cjfa-59253	137	29	0.979266	0.979266	NUM
cjfa-59253	137	30	standard	standard	ADJ
cjfa-59253	137	31	error	error	NOUN
cjfa-59253	137	32	29.7474	29.7474	NUM
cjfa-59253	137	33	observations	observation	NOUN
cjfa-59253	137	34	24	24	NUM
cjfa-59253	137	35	anova	anova	PROPN
cjfa-59253	137	36	df	df	PROPN
cjfa-59253	137	37	ss	ss	PROPN
cjfa-59253	138	1	ms	ms	PROPN
cjfa-59253	138	2	f	f	PROPN
cjfa-59253	138	3	significance	significance	NOUN
cjfa-59253	138	4	f	f	PROPN
cjfa-59253	138	5	regression	regression	VERB
cjfa-59253	138	6	3	3	NUM
cjfa-59253	138	7	963940.5	963940.5	NUM
cjfa-59253	138	8	321313.5	321313.5	NUM
cjfa-59253	138	9	363.104	363.104	NUM
cjfa-59253	138	10	0.000000	0.000000	NUM
cjfa-59253	138	11	residual	residual	ADJ
cjfa-59253	138	12	20	20	NUM
cjfa-59253	138	13	17698.15	17698.15	NUM
cjfa-59253	138	14	884.9077	884.9077	NUM
cjfa-59253	138	15	total	total	NOUN
cjfa-59253	138	16	23	23	NUM
cjfa-59253	138	17	981638.7	981638.7	NUM
cjfa-59253	138	18	coefficients	coefficient	NOUN
cjfa-59253	138	19	standard	standard	ADJ
cjfa-59253	138	20	error	error	NOUN
cjfa-59253	138	21	t	t	NOUN
cjfa-59253	138	22	stat	stat	NOUN
cjfa-59253	138	23	p	p	ADJ
cjfa-59253	138	24	-	-	PUNCT
cjfa-59253	138	25	value	value	NOUN
cjfa-59253	138	26	intercept	intercept	NOUN
cjfa-59253	138	27	-38.9191	-38.9191	PUNCT
cjfa-59253	138	28	53.88415	53.88415	NUM
cjfa-59253	138	29	-0.72227	-0.72227	NOUN
cjfa-59253	138	30	0.478487	0.478487	NUM
cjfa-59253	138	31	open	open	ADJ
cjfa-59253	138	32	-0.68815	-0.68815	NOUN
cjfa-59253	138	33	0.279166	0.279166	NUM
cjfa-59253	138	34	-2.46502	-2.46502	NOUN
cjfa-59253	139	1	0.022876	0.022876	NUM
cjfa-59253	139	2	high	high	ADJ
cjfa-59253	139	3	1.185103	1.185103	NUM
cjfa-59253	139	4	0.349424	0.349424	NUM
cjfa-59253	139	5	3.391594	3.391594	NUM
cjfa-59253	139	6	0.002897	0.002897	NUM
cjfa-59253	139	7	low	low	ADJ
cjfa-59253	139	8	0.513482	0.513482	NUM
cjfa-59253	139	9	0.09725	0.09725	NUM
cjfa-59253	139	10	5.280007	5.280007	NUM
cjfa-59253	139	11	0.000036	0.000036	NUM
cjfa-59253	139	12	source	source	NOUN
cjfa-59253	139	13	:	:	PUNCT
cjfa-59253	139	14	own	own	ADJ
cjfa-59253	139	15	study	study	NOUN
cjfa-59253	139	16	data	datum	NOUN
cjfa-59253	139	17	analysis	analysis	NOUN
cjfa-59253	139	18	output	output	NOUN
cjfa-59253	139	19	using	use	VERB
cjfa-59253	139	20	the	the	DET
cjfa-59253	139	21	gretl	gretl	ADJ
cjfa-59253	139	22	statistics	statistic	NOUN
cjfa-59253	139	23	software	software	NOUN
cjfa-59253	139	24	.	.	PUNCT
cjfa-59253	140	1	results	result	NOUN
cjfa-59253	140	2	using	use	VERB
cjfa-59253	140	3	covid-19	covid-19	PROPN
cjfa-59253	140	4	period	period	NOUN
cjfa-59253	140	5	observation	observation	NOUN
cjfa-59253	140	6	for	for	ADP
cjfa-59253	140	7	the	the	DET
cjfa-59253	140	8	shanghai	shanghai	PROPN
cjfa-59253	140	9	composite	composite	ADJ
cjfa-59253	140	10	index	index	NOUN
cjfa-59253	140	11	table	table	NOUN
cjfa-59253	140	12	7	7	NUM
cjfa-59253	140	13	.	.	PUNCT
cjfa-59253	141	1	covid-19	covid-19	PROPN
cjfa-59253	141	2	period	period	NOUN
cjfa-59253	141	3	:	:	PUNCT
cjfa-59253	141	4	regression	regression	NOUN
cjfa-59253	141	5	results	result	NOUN
cjfa-59253	141	6	for	for	ADP
cjfa-59253	141	7	the	the	DET
cjfa-59253	141	8	shanghai	shanghai	PROPN
cjfa-59253	141	9	composite	composite	ADJ
cjfa-59253	141	10	index	index	NOUN
cjfa-59253	141	11	(	(	PUNCT
cjfa-59253	141	12	dependent	dependent	ADJ
cjfa-59253	141	13	variable	variable	NOUN
cjfa-59253	141	14	:	:	PUNCT
cjfa-59253	141	15	market	market	NOUN
cjfa-59253	141	16	price	price	NOUN
cjfa-59253	141	17	)	)	PUNCT
cjfa-59253	141	18	regression	regression	NOUN
cjfa-59253	141	19	statistics	statistic	NOUN
cjfa-59253	141	20	multiple	multiple	ADJ
cjfa-59253	141	21	r	r	NOUN
cjfa-59253	141	22	0.979771	0.979771	NUM
cjfa-59253	141	23	r	r	NOUN
cjfa-59253	141	24	square	square	NOUN
cjfa-59253	141	25	0.959952	0.959952	NUM
cjfa-59253	141	26	adjusted	adjust	VERB
cjfa-59253	141	27	r	r	NOUN
cjfa-59253	141	28	square	square	NOUN
cjfa-59253	141	29	0.953944	0.953944	NUM
cjfa-59253	141	30	standard	standard	ADJ
cjfa-59253	141	31	error	error	NOUN
cjfa-59253	141	32	60.33143	60.33143	NUM
cjfa-59253	141	33	observations	observation	NOUN
cjfa-59253	141	34	24	24	NUM
cjfa-59253	141	35	anova	anova	PROPN
cjfa-59253	141	36	df	df	PROPN
cjfa-59253	141	37	ss	ss	PROPN
cjfa-59253	142	1	ms	ms	PROPN
cjfa-59253	142	2	f	f	PROPN
cjfa-59253	142	3	significance	significance	NOUN
cjfa-59253	142	4	f	f	PROPN
cjfa-59253	142	5	regression	regression	VERB
cjfa-59253	142	6	3	3	NUM
cjfa-59253	142	7	1744948	1744948	NUM
cjfa-59253	142	8	581649.2	581649.2	NUM
cjfa-59253	142	9	159.799	159.799	NUM
cjfa-59253	142	10	0.000000	0.000000	NUM
cjfa-59253	142	11	residual	residual	ADJ
cjfa-59253	142	12	20	20	NUM
cjfa-59253	142	13	72797.62	72797.62	NUM
cjfa-59253	142	14	3639.881	3639.881	NUM
cjfa-59253	142	15	total	total	ADJ
cjfa-59253	142	16	23	23	NUM
cjfa-59253	142	17	1817745	1817745	NUM
cjfa-59253	142	18	coefficients	coefficient	NOUN
cjfa-59253	142	19	standard	standard	ADJ
cjfa-59253	142	20	error	error	NOUN
cjfa-59253	142	21	t	t	NOUN
cjfa-59253	142	22	stat	stat	NOUN
cjfa-59253	142	23	p	p	NOUN
cjfa-59253	142	24	-	-	PUNCT
cjfa-59253	142	25	value	value	NOUN
cjfa-59253	142	26	intercept	intercept	NOUN
cjfa-59253	142	27	40.27096	40.27096	NUM
cjfa-59253	142	28	164.4259	164.4259	NUM
cjfa-59253	142	29	0.244919	0.244919	NUM
cjfa-59253	142	30	0.809015	0.809015	NUM
cjfa-59253	142	31	open	open	ADJ
cjfa-59253	142	32	-0.4007	-0.4007	NOUN
cjfa-59253	142	33	0.163795	0.163795	NUM
cjfa-59253	142	34	-2.44635	-2.44635	NOUN
cjfa-59253	142	35	0.023801	0.023801	NUM
cjfa-59253	142	36	high	high	ADJ
cjfa-59253	142	37	0.501762	0.501762	NUM
cjfa-59253	142	38	0.144366	0.144366	NUM
cjfa-59253	142	39	3.475634	3.475634	NUM
cjfa-59253	142	40	0.002386	0.002386	NUM
cjfa-59253	142	41	low	low	ADJ
cjfa-59253	142	42	0.896198	0.896198	NUM
cjfa-59253	142	43	0.180706	0.180706	NUM
cjfa-59253	143	1	4.959412	4.959412	NUM
cjfa-59253	143	2	0.000075	0.000075	NUM
cjfa-59253	143	3	s	s	PART
cjfa-59253	143	4	o	o	NOUN
cjfa-59253	143	5	u	u	NOUN
cjfa-59253	143	6	r	r	NOUN
cjfa-59253	143	7	c	c	NOUN
cjfa-59253	143	8	e	e	NOUN
cjfa-59253	143	9	:	:	PUNCT
cjfa-59253	143	10	own	own	ADJ
cjfa-59253	143	11	study	study	NOUN
cjfa-59253	143	12	data	datum	NOUN
cjfa-59253	143	13	analysis	analysis	NOUN
cjfa-59253	143	14	output	output	NOUN
cjfa-59253	143	15	using	use	VERB
cjfa-59253	143	16	the	the	DET
cjfa-59253	143	17	gretl	gretl	ADJ
cjfa-59253	143	18	statistics	statistic	NOUN
cjfa-59253	143	19	software	software	NOUN
cjfa-59253	143	20	.	.	PUNCT
cjfa-59253	144	1	collins	collins	PROPN
cjfa-59253	144	2	c.	c.	PROPN
cjfa-59253	144	3	ngwakwe9090	ngwakwe9090	PROPN
cjfa-59253	144	4	results	result	NOUN
cjfa-59253	144	5	using	use	VERB
cjfa-59253	144	6	the	the	DET
cjfa-59253	144	7	great	great	ADJ
cjfa-59253	144	8	recession	recession	NOUN
cjfa-59253	144	9	period	period	NOUN
cjfa-59253	144	10	observation	observation	NOUN
cjfa-59253	144	11	(	(	PUNCT
cjfa-59253	144	12	2008–2009	2008–2009	NUM
cjfa-59253	144	13	)	)	PUNCT
cjfa-59253	144	14	results	result	NOUN
cjfa-59253	144	15	using	use	VERB
cjfa-59253	144	16	the	the	DET
cjfa-59253	144	17	great	great	ADJ
cjfa-59253	144	18	recession	recession	NOUN
cjfa-59253	144	19	period	period	NOUN
cjfa-59253	144	20	observation	observation	NOUN
cjfa-59253	144	21	(	(	PUNCT
cjfa-59253	144	22	2008–2009	2008–2009	NUM
cjfa-59253	144	23	)	)	PUNCT
cjfa-59253	144	24	for	for	ADP
cjfa-59253	144	25	the	the	DET
cjfa-59253	144	26	shanghai	shanghai	PROPN
cjfa-59253	144	27	composite	composite	PROPN
cjfa-59253	144	28	indexfor	indexfor	PROPN
cjfa-59253	144	29	the	the	DET
cjfa-59253	144	30	shanghai	shanghai	PROPN
cjfa-59253	144	31	composite	composite	ADJ
cjfa-59253	144	32	index	index	NOUN
cjfa-59253	144	33	table	table	NOUN
cjfa-59253	144	34	8	8	NUM
cjfa-59253	144	35	.	.	PUNCT
cjfa-59253	145	1	great	great	ADJ
cjfa-59253	145	2	recession	recession	NOUN
cjfa-59253	145	3	period	period	NOUN
cjfa-59253	145	4	:	:	PUNCT
cjfa-59253	145	5	regression	regression	NOUN
cjfa-59253	145	6	results	result	NOUN
cjfa-59253	145	7	for	for	ADP
cjfa-59253	145	8	the	the	DET
cjfa-59253	145	9	shanghai	shanghai	PROPN
cjfa-59253	145	10	composite	composite	ADJ
cjfa-59253	145	11	index	index	NOUN
cjfa-59253	145	12	(	(	PUNCT
cjfa-59253	145	13	dependent	dependent	ADJ
cjfa-59253	145	14	variable	variable	NOUN
cjfa-59253	145	15	:	:	PUNCT
cjfa-59253	145	16	market	market	NOUN
cjfa-59253	145	17	price	price	NOUN
cjfa-59253	145	18	)	)	PUNCT
cjfa-59253	145	19	source	source	NOUN
cjfa-59253	145	20	:	:	PUNCT
cjfa-59253	145	21	own	own	ADJ
cjfa-59253	145	22	study	study	NOUN
cjfa-59253	145	23	data	datum	NOUN
cjfa-59253	145	24	analysis	analysis	NOUN
cjfa-59253	145	25	output	output	NOUN
cjfa-59253	145	26	using	use	VERB
cjfa-59253	145	27	the	the	DET
cjfa-59253	145	28	gretl	gretl	ADJ
cjfa-59253	145	29	statistics	statistic	NOUN
cjfa-59253	145	30	software	software	NOUN
cjfa-59253	145	31	.	.	PUNCT
cjfa-59253	146	1	results	result	NOUN
cjfa-59253	146	2	using	use	VERB
cjfa-59253	146	3	the	the	DET
cjfa-59253	146	4	great	great	ADJ
cjfa-59253	146	5	recession	recession	NOUN
cjfa-59253	146	6	period	period	NOUN
cjfa-59253	146	7	observation	observation	NOUN
cjfa-59253	146	8	(	(	PUNCT
cjfa-59253	146	9	2008–2009	2008–2009	NUM
cjfa-59253	146	10	)	)	PUNCT
cjfa-59253	146	11	for	for	ADP
cjfa-59253	146	12	the	the	DET
cjfa-59253	146	13	shanghai	shanghai	PROPN
cjfa-59253	146	14	composite	composite	ADJ
cjfa-59253	146	15	index	index	NOUN
cjfa-59253	146	16	table	table	NOUN
cjfa-59253	146	17	8	8	NUM
cjfa-59253	146	18	.	.	PUNCT
cjfa-59253	147	1	great	great	ADJ
cjfa-59253	147	2	recession	recession	NOUN
cjfa-59253	147	3	period	period	NOUN
cjfa-59253	147	4	:	:	PUNCT
cjfa-59253	147	5	regression	regression	NOUN
cjfa-59253	147	6	results	result	NOUN
cjfa-59253	147	7	for	for	ADP
cjfa-59253	147	8	the	the	DET
cjfa-59253	147	9	shanghai	shanghai	PROPN
cjfa-59253	147	10	composite	composite	ADJ
cjfa-59253	147	11	index	index	NOUN
cjfa-59253	147	12	(	(	PUNCT
cjfa-59253	147	13	dependent	dependent	ADJ
cjfa-59253	147	14	variable	variable	NOUN
cjfa-59253	147	15	:	:	PUNCT
cjfa-59253	147	16	market	market	NOUN
cjfa-59253	147	17	price	price	NOUN
cjfa-59253	147	18	)	)	PUNCT
cjfa-59253	147	19	regression	regression	NOUN
cjfa-59253	147	20	statistics	statistic	NOUN
cjfa-59253	148	1	multiple	multiple	ADJ
cjfa-59253	148	2	r	r	NOUN
cjfa-59253	148	3	0.975928	0.975928	NUM
cjfa-59253	148	4	r	r	NOUN
cjfa-59253	148	5	square	square	NOUN
cjfa-59253	148	6	0.952435	0.952435	NUM
cjfa-59253	148	7	adjusted	adjust	VERB
cjfa-59253	148	8	r	r	NOUN
cjfa-59253	148	9	square	square	NOUN
cjfa-59253	148	10	0.945301	0.945301	NUM
cjfa-59253	148	11	standard	standard	ADJ
cjfa-59253	148	12	error	error	NOUN
cjfa-59253	148	13	170.7347	170.7347	NUM
cjfa-59253	148	14	observations	observation	NOUN
cjfa-59253	148	15	24	24	NUM
cjfa-59253	148	16	anova	anova	PROPN
cjfa-59253	148	17	df	df	PROPN
cjfa-59253	148	18	ss	ss	PROPN
cjfa-59253	148	19	ms	ms	PROPN
cjfa-59253	148	20	f	f	PROPN
cjfa-59253	148	21	significance	significance	NOUN
cjfa-59253	149	1	f	f	PROPN
cjfa-59253	149	2	regression	regression	VERB
cjfa-59253	149	3	3	3	NUM
cjfa-59253	149	4	11674122.3	11674122.3	NUM
cjfa-59253	149	5	3891374	3891374	NUM
cjfa-59253	149	6	133.4932	133.4932	NUM
cjfa-59253	149	7	0.000000	0.000000	NUM
cjfa-59253	149	8	residual	residual	ADJ
cjfa-59253	149	9	20	20	NUM
cjfa-59253	149	10	583006.966	583006.966	NUM
cjfa-59253	149	11	29150.35	29150.35	NUM
cjfa-59253	149	12	total	total	ADJ
cjfa-59253	149	13	23	23	NUM
cjfa-59253	149	14	12257129.2	12257129.2	NUM
cjfa-59253	149	15	coefficients	coefficient	NOUN
cjfa-59253	149	16	standard	standard	ADJ
cjfa-59253	149	17	error	error	NOUN
cjfa-59253	149	18	t	t	NOUN
cjfa-59253	149	19	stat	stat	NOUN
cjfa-59253	149	20	p	p	NOUN
cjfa-59253	149	21	-	-	PUNCT
cjfa-59253	149	22	value	value	NOUN
cjfa-59253	149	23	intercept	intercept	NOUN
cjfa-59253	149	24	134.5653	134.5653	NUM
cjfa-59253	149	25	142.213758	142.213758	NUM
cjfa-59253	149	26	0.946218	0.946218	NUM
cjfa-59253	149	27	0.35533	0.35533	NUM
cjfa-59253	149	28	open	open	ADJ
cjfa-59253	149	29	-0.32491	-0.32491	NOUN
cjfa-59253	149	30	0.27541027	0.27541027	NUM
cjfa-59253	149	31	-1.17974	-1.17974	NOUN
cjfa-59253	149	32	0.251946	0.251946	NUM
cjfa-59253	149	33	high	high	ADJ
cjfa-59253	149	34	0.32274	0.32274	NUM
cjfa-59253	149	35	0.37742745	0.37742745	NUM
cjfa-59253	149	36	0.855105	0.855105	NUM
cjfa-59253	149	37	0.402621	0.402621	NUM
cjfa-59253	149	38	low	low	ADJ
cjfa-59253	149	39	0.999117	0.999117	NUM
cjfa-59253	149	40	0.21687061	0.21687061	NUM
cjfa-59253	149	41	4.606974	4.606974	NUM
cjfa-59253	149	42	0.000171	0.000171	NUM
cjfa-59253	149	43	source	source	NOUN
cjfa-59253	149	44	:	:	PUNCT
cjfa-59253	149	45	own	own	ADJ
cjfa-59253	149	46	study	study	NOUN
cjfa-59253	149	47	data	datum	NOUN
cjfa-59253	149	48	analysis	analysis	NOUN
cjfa-59253	149	49	output	output	NOUN
cjfa-59253	149	50	using	use	VERB
cjfa-59253	149	51	the	the	DET
cjfa-59253	149	52	gretl	gretl	ADJ
cjfa-59253	149	53	statistics	statistic	NOUN
cjfa-59253	149	54	software	software	NOUN
cjfa-59253	149	55	.	.	PUNCT
cjfa-59253	150	1	discussion	discussion	NOUN
cjfa-59253	150	2	and	and	CCONJ
cjfa-59253	150	3	conclusion	conclusion	NOUN
cjfa-59253	150	4	the	the	DET
cjfa-59253	150	5	implication	implication	NOUN
cjfa-59253	150	6	of	of	ADP
cjfa-59253	150	7	the	the	DET
cjfa-59253	150	8	results	result	NOUN
cjfa-59253	150	9	relates	relate	VERB
cjfa-59253	150	10	to	to	ADP
cjfa-59253	150	11	both	both	CCONJ
cjfa-59253	150	12	the	the	DET
cjfa-59253	150	13	stock	stock	NOUN
cjfa-59253	150	14	market	market	NOUN
cjfa-59253	150	15	investors	investor	NOUN
cjfa-59253	150	16	,	,	PUNCT
cjfa-59253	150	17	stock	stock	NOUN
cjfa-59253	150	18	analyst	analyst	NOUN
cjfa-59253	150	19	,	,	PUNCT
cjfa-59253	150	20	business	business	NOUN
cjfa-59253	150	21	portfolio	portfolio	NOUN
cjfa-59253	150	22	managers	manager	NOUN
cjfa-59253	150	23	,	,	PUNCT
cjfa-59253	150	24	and	and	CCONJ
cjfa-59253	150	25	academics	academic	NOUN
cjfa-59253	150	26	for	for	ADP
cjfa-59253	150	27	stock	stock	NOUN
cjfa-59253	150	28	market	market	NOUN
cjfa-59253	150	29	investment	investment	NOUN
cjfa-59253	150	30	study	study	NOUN
cjfa-59253	150	31	case	case	NOUN
cjfa-59253	150	32	reading	reading	NOUN
cjfa-59253	150	33	.	.	PUNCT
cjfa-59253	151	1	the	the	DET
cjfa-59253	151	2	results	result	NOUN
cjfa-59253	151	3	show	show	VERB
cjfa-59253	151	4	that	that	SCONJ
cjfa-59253	151	5	investors	investor	NOUN
cjfa-59253	151	6	,	,	PUNCT
cjfa-59253	151	7	analysts	analyst	NOUN
cjfa-59253	151	8	,	,	PUNCT
cjfa-59253	151	9	and	and	CCONJ
cjfa-59253	151	10	portfolio	portfolio	NOUN
cjfa-59253	151	11	managers	manager	NOUN
cjfa-59253	151	12	may	may	AUX
cjfa-59253	151	13	(	(	PUNCT
cjfa-59253	151	14	in	in	ADP
cjfa-59253	151	15	the	the	DET
cjfa-59253	151	16	absence	absence	NOUN
cjfa-59253	151	17	of	of	ADP
cjfa-59253	151	18	other	other	ADJ
cjfa-59253	151	19	market	market	NOUN
cjfa-59253	151	20	information	information	NOUN
cjfa-59253	151	21	)	)	PUNCT
cjfa-59253	151	22	use	use	VERB
cjfa-59253	151	23	the	the	DET
cjfa-59253	151	24	open	open	ADJ
cjfa-59253	151	25	,	,	PUNCT
cjfa-59253	151	26	high	high	ADJ
cjfa-59253	151	27	,	,	PUNCT
cjfa-59253	151	28	and	and	CCONJ
cjfa-59253	151	29	low	low	ADJ
cjfa-59253	151	30	prices	price	NOUN
cjfa-59253	151	31	to	to	PART
cjfa-59253	151	32	make	make	VERB
cjfa-59253	151	33	initial	initial	ADJ
cjfa-59253	151	34	prediction	prediction	NOUN
cjfa-59253	151	35	of	of	ADP
cjfa-59253	151	36	the	the	DET
cjfa-59253	151	37	market	market	NOUN
cjfa-59253	151	38	price	price	NOUN
cjfa-59253	151	39	and	and	CCONJ
cjfa-59253	151	40	thus	thus	ADV
cjfa-59253	151	41	a	a	DET
cjfa-59253	151	42	guided	guide	VERB
cjfa-59253	151	43	decision	decision	NOUN
cjfa-59253	151	44	on	on	ADP
cjfa-59253	151	45	where	where	SCONJ
cjfa-59253	151	46	and	and	CCONJ
cjfa-59253	151	47	what	what	PRON
cjfa-59253	151	48	to	to	PART
cjfa-59253	151	49	invest	invest	VERB
cjfa-59253	151	50	in	in	ADP
cjfa-59253	151	51	.	.	PUNCT
cjfa-59253	152	1	academics	academic	NOUN
cjfa-59253	152	2	and	and	CCONJ
cjfa-59253	152	3	researchers	researcher	NOUN
cjfa-59253	152	4	with	with	ADP
cjfa-59253	152	5	an	an	DET
cjfa-59253	152	6	interest	interest	NOUN
cjfa-59253	152	7	in	in	ADP
cjfa-59253	152	8	financial	financial	ADJ
cjfa-59253	152	9	markets	market	NOUN
cjfa-59253	152	10	may	may	AUX
cjfa-59253	152	11	use	use	VERB
cjfa-59253	152	12	these	these	DET
cjfa-59253	152	13	results	result	NOUN
cjfa-59253	152	14	for	for	ADP
cjfa-59253	152	15	business	business	NOUN
cjfa-59253	152	16	class	class	NOUN
cjfa-59253	152	17	-	-	PUNCT
cjfa-59253	152	18	room	room	NOUN
cjfa-59253	152	19	case	case	NOUN
cjfa-59253	152	20	reading	reading	NOUN
cjfa-59253	152	21	.	.	PUNCT
cjfa-59253	153	1	the	the	DET
cjfa-59253	153	2	paper	paper	NOUN
cjfa-59253	153	3	also	also	ADV
cjfa-59253	153	4	provides	provide	VERB
cjfa-59253	153	5	an	an	DET
cjfa-59253	153	6	agenda	agenda	NOUN
cjfa-59253	153	7	for	for	ADP
cjfa-59253	153	8	future	future	ADJ
cjfa-59253	153	9	research	research	NOUN
cjfa-59253	153	10	that	that	PRON
cjfa-59253	153	11	may	may	AUX
cjfa-59253	153	12	compare	compare	VERB
cjfa-59253	153	13	other	other	ADJ
cjfa-59253	153	14	regional	regional	ADJ
cjfa-59253	153	15	stock	stock	NOUN
cjfa-59253	153	16	markets	market	NOUN
cjfa-59253	153	17	to	to	PART
cjfa-59253	153	18	further	far	ADV
cjfa-59253	153	19	compare	compare	VERB
cjfa-59253	153	20	future	future	ADJ
cjfa-59253	153	21	results	result	NOUN
cjfa-59253	153	22	with	with	ADP
cjfa-59253	153	23	the	the	DET
cjfa-59253	153	24	outcome	outcome	NOUN
cjfa-59253	153	25	of	of	ADP
cjfa-59253	153	26	this	this	DET
cjfa-59253	153	27	paper	paper	NOUN
cjfa-59253	153	28	,	,	PUNCT
cjfa-59253	153	29	as	as	SCONJ
cjfa-59253	153	30	this	this	PRON
cjfa-59253	153	31	will	will	AUX
cjfa-59253	153	32	provide	provide	VERB
cjfa-59253	153	33	an	an	DET
cjfa-59253	153	34	expanded	expand	VERB
cjfa-59253	153	35	view	view	NOUN
cjfa-59253	153	36	of	of	ADP
cjfa-59253	153	37	the	the	DET
cjfa-59253	153	38	regional	regional	ADJ
cjfa-59253	153	39	extent	extent	NOUN
cjfa-59253	153	40	,	,	PUNCT
cjfa-59253	153	41	where	where	SCONJ
cjfa-59253	153	42	the	the	DET
cjfa-59253	153	43	open	open	ADJ
cjfa-59253	153	44	,	,	PUNCT
cjfa-59253	153	45	high	high	ADJ
cjfa-59253	153	46	,	,	PUNCT
cjfa-59253	153	47	and	and	CCONJ
cjfa-59253	153	48	low	low	ADJ
cjfa-59253	153	49	prices	price	NOUN
cjfa-59253	153	50	may	may	AUX
cjfa-59253	153	51	catalyze	catalyze	VERB
cjfa-59253	153	52	effective	effective	ADJ
cjfa-59253	153	53	prediction	prediction	NOUN
cjfa-59253	153	54	of	of	ADP
cjfa-59253	153	55	market	market	NOUN
cjfa-59253	153	56	prices	price	NOUN
cjfa-59253	153	57	.	.	PUNCT
cjfa-59253	154	1	this	this	DET
cjfa-59253	154	2	paper	paper	NOUN
cjfa-59253	154	3	’s	’s	PART
cjfa-59253	154	4	value	value	NOUN
cjfa-59253	154	5	and	and	CCONJ
cjfa-59253	154	6	hence	hence	ADV
cjfa-59253	154	7	its	its	PRON
cjfa-59253	154	8	contribution	contribution	NOUN
cjfa-59253	154	9	lies	lie	VERB
cjfa-59253	154	10	in	in	ADP
cjfa-59253	154	11	its	its	PRON
cjfa-59253	154	12	usage	usage	NOUN
cjfa-59253	154	13	of	of	ADP
cjfa-59253	154	14	two	two	NUM
cjfa-59253	154	15	stock	stock	NOUN
cjfa-59253	154	16	exchanges	exchange	NOUN
cjfa-59253	154	17	in	in	ADP
cjfa-59253	154	18	the	the	DET
cjfa-59253	154	19	two	two	NUM
cjfa-59253	154	20	s	s	PART
cjfa-59253	154	21	o	o	NOUN
cjfa-59253	154	22	u	u	NOUN
cjfa-59253	154	23	r	r	NOUN
cjfa-59253	154	24	c	c	NOUN
cjfa-59253	154	25	e	e	NOUN
cjfa-59253	154	26	:	:	PUNCT
cjfa-59253	154	27	own	own	ADJ
cjfa-59253	154	28	study	study	NOUN
cjfa-59253	154	29	data	datum	NOUN
cjfa-59253	154	30	analysis	analysis	NOUN
cjfa-59253	154	31	output	output	NOUN
cjfa-59253	154	32	using	use	VERB
cjfa-59253	154	33	the	the	DET
cjfa-59253	154	34	gretl	gretl	ADJ
cjfa-59253	154	35	statistics	statistic	NOUN
cjfa-59253	154	36	software	software	NOUN
cjfa-59253	154	37	.	.	PUNCT
cjfa-59253	154	38	 	 	SPACE
cjfa-59253	155	1	discussion	discussion	NOUN
cjfa-59253	155	2	and	and	CCONJ
cjfa-59253	155	3	conclusion	conclusion	NOUN
cjfa-59253	155	4	 	 	SPACE
cjfa-59253	155	5	discussion	discussion	NOUN
cjfa-59253	155	6	and	and	CCONJ
cjfa-59253	155	7	conclusion	conclusion	NOUN
cjfa-59253	155	8	the	the	DET
cjfa-59253	155	9	implication	implication	NOUN
cjfa-59253	155	10	of	of	ADP
cjfa-59253	155	11	the	the	DET
cjfa-59253	155	12	results	result	NOUN
cjfa-59253	155	13	relates	relate	VERB
cjfa-59253	155	14	to	to	ADP
cjfa-59253	155	15	both	both	CCONJ
cjfa-59253	155	16	the	the	DET
cjfa-59253	155	17	stock	stock	NOUN
cjfa-59253	155	18	market	market	NOUN
cjfa-59253	155	19	investors	investor	NOUN
cjfa-59253	155	20	,	,	PUNCT
cjfa-59253	155	21	stock	stock	NOUN
cjfa-59253	155	22	analyst	analyst	NOUN
cjfa-59253	155	23	,	,	PUNCT
cjfa-59253	155	24	business	business	NOUN
cjfa-59253	155	25	portfolio	portfolio	NOUN
cjfa-59253	155	26	managers	manager	NOUN
cjfa-59253	155	27	,	,	PUNCT
cjfa-59253	155	28	and	and	CCONJ
cjfa-59253	155	29	academics	academic	NOUN
cjfa-59253	155	30	for	for	ADP
cjfa-59253	155	31	stock	stock	NOUN
cjfa-59253	155	32	market	market	NOUN
cjfa-59253	155	33	investment	investment	NOUN
cjfa-59253	155	34	study	study	NOUN
cjfa-59253	155	35	case	case	NOUN
cjfa-59253	155	36	reading	reading	NOUN
cjfa-59253	155	37	.	.	PUNCT
cjfa-59253	156	1	the	the	DET
cjfa-59253	156	2	results	result	NOUN
cjfa-59253	156	3	show	show	VERB
cjfa-59253	156	4	that	that	SCONJ
cjfa-59253	156	5	investors	investor	NOUN
cjfa-59253	156	6	,	,	PUNCT
cjfa-59253	156	7	analysts	analyst	NOUN
cjfa-59253	156	8	,	,	PUNCT
cjfa-59253	156	9	and	and	CCONJ
cjfa-59253	156	10	portfolio	portfolio	NOUN
cjfa-59253	156	11	managers	manager	NOUN
cjfa-59253	156	12	may	may	AUX
cjfa-59253	156	13	(	(	PUNCT
cjfa-59253	156	14	in	in	ADP
cjfa-59253	156	15	the	the	DET
cjfa-59253	156	16	absence	absence	NOUN
cjfa-59253	156	17	of	of	ADP
cjfa-59253	156	18	other	other	ADJ
cjfa-59253	156	19	market	market	NOUN
cjfa-59253	156	20	information	information	NOUN
cjfa-59253	156	21	)	)	PUNCT
cjfa-59253	156	22	use	use	VERB
cjfa-59253	156	23	the	the	DET
cjfa-59253	156	24	open	open	ADJ
cjfa-59253	156	25	,	,	PUNCT
cjfa-59253	156	26	high	high	ADJ
cjfa-59253	156	27	,	,	PUNCT
cjfa-59253	156	28	and	and	CCONJ
cjfa-59253	156	29	low	low	ADJ
cjfa-59253	156	30	prices	price	NOUN
cjfa-59253	156	31	to	to	PART
cjfa-59253	156	32	make	make	VERB
cjfa-59253	156	33	initial	initial	ADJ
cjfa-59253	156	34	prediction	prediction	NOUN
cjfa-59253	156	35	of	of	ADP
cjfa-59253	156	36	the	the	DET
cjfa-59253	156	37	market	market	NOUN
cjfa-59253	156	38	price	price	NOUN
cjfa-59253	156	39	and	and	CCONJ
cjfa-59253	156	40	thus	thus	ADV
cjfa-59253	156	41	a	a	DET
cjfa-59253	156	42	guided	guide	VERB
cjfa-59253	156	43	decision	decision	NOUN
cjfa-59253	156	44	on	on	ADP
cjfa-59253	156	45	where	where	SCONJ
cjfa-59253	156	46	and	and	CCONJ
cjfa-59253	156	47	what	what	PRON
cjfa-59253	156	48	to	to	PART
cjfa-59253	156	49	invest	invest	VERB
cjfa-59253	156	50	in	in	ADP
cjfa-59253	156	51	.	.	PUNCT
cjfa-59253	157	1	academics	academic	NOUN
cjfa-59253	157	2	and	and	CCONJ
cjfa-59253	157	3	researchers	researcher	NOUN
cjfa-59253	157	4	effectiveness	effectiveness	NOUN
cjfa-59253	157	5	of	of	ADP
cjfa-59253	157	6	open	open	ADJ
cjfa-59253	157	7	,	,	PUNCT
cjfa-59253	157	8	high	high	ADJ
cjfa-59253	157	9	and	and	CCONJ
cjfa-59253	157	10	low	low	ADJ
cjfa-59253	157	11	prices	price	NOUN
cjfa-59253	157	12	in	in	ADP
cjfa-59253	157	13	stock	stock	NOUN
cjfa-59253	157	14	market	market	NOUN
cjfa-59253	157	15	…	…	PUNCT
cjfa-59253	157	16	9191	9191	NUM
cjfa-59253	157	17	with	with	ADP
cjfa-59253	157	18	an	an	DET
cjfa-59253	157	19	interest	interest	NOUN
cjfa-59253	157	20	in	in	ADP
cjfa-59253	157	21	financial	financial	ADJ
cjfa-59253	157	22	markets	market	NOUN
cjfa-59253	157	23	may	may	AUX
cjfa-59253	157	24	use	use	VERB
cjfa-59253	157	25	these	these	DET
cjfa-59253	157	26	results	result	NOUN
cjfa-59253	157	27	for	for	ADP
cjfa-59253	157	28	business	business	NOUN
cjfa-59253	157	29	classroom	classroom	NOUN
cjfa-59253	157	30	case	case	NOUN
cjfa-59253	157	31	reading	reading	NOUN
cjfa-59253	157	32	.	.	PUNCT
cjfa-59253	158	1	the	the	DET
cjfa-59253	158	2	paper	paper	NOUN
cjfa-59253	158	3	also	also	ADV
cjfa-59253	158	4	provides	provide	VERB
cjfa-59253	158	5	an	an	DET
cjfa-59253	158	6	agenda	agenda	NOUN
cjfa-59253	158	7	for	for	ADP
cjfa-59253	158	8	future	future	ADJ
cjfa-59253	158	9	research	research	NOUN
cjfa-59253	158	10	that	that	PRON
cjfa-59253	158	11	may	may	AUX
cjfa-59253	158	12	compare	compare	VERB
cjfa-59253	158	13	other	other	ADJ
cjfa-59253	158	14	regional	regional	ADJ
cjfa-59253	158	15	stock	stock	NOUN
cjfa-59253	158	16	markets	market	NOUN
cjfa-59253	158	17	to	to	PART
cjfa-59253	158	18	further	far	ADV
cjfa-59253	158	19	compare	compare	VERB
cjfa-59253	158	20	future	future	ADJ
cjfa-59253	158	21	results	result	NOUN
cjfa-59253	158	22	with	with	ADP
cjfa-59253	158	23	the	the	DET
cjfa-59253	158	24	outcome	outcome	NOUN
cjfa-59253	158	25	of	of	ADP
cjfa-59253	158	26	this	this	DET
cjfa-59253	158	27	paper	paper	NOUN
cjfa-59253	158	28	,	,	PUNCT
cjfa-59253	158	29	as	as	SCONJ
cjfa-59253	158	30	this	this	PRON
cjfa-59253	158	31	will	will	AUX
cjfa-59253	158	32	provide	provide	VERB
cjfa-59253	158	33	an	an	DET
cjfa-59253	158	34	expanded	expand	VERB
cjfa-59253	158	35	view	view	NOUN
cjfa-59253	158	36	of	of	ADP
cjfa-59253	158	37	the	the	DET
cjfa-59253	158	38	regional	regional	ADJ
cjfa-59253	158	39	extent	extent	NOUN
cjfa-59253	158	40	,	,	PUNCT
cjfa-59253	158	41	where	where	SCONJ
cjfa-59253	158	42	the	the	DET
cjfa-59253	158	43	open	open	ADJ
cjfa-59253	158	44	,	,	PUNCT
cjfa-59253	158	45	high	high	ADJ
cjfa-59253	158	46	,	,	PUNCT
cjfa-59253	158	47	and	and	CCONJ
cjfa-59253	158	48	low	low	ADJ
cjfa-59253	158	49	prices	price	NOUN
cjfa-59253	158	50	may	may	AUX
cjfa-59253	158	51	catalyze	catalyze	VERB
cjfa-59253	158	52	effective	effective	ADJ
cjfa-59253	158	53	prediction	prediction	NOUN
cjfa-59253	158	54	of	of	ADP
cjfa-59253	158	55	market	market	NOUN
cjfa-59253	158	56	prices	price	NOUN
cjfa-59253	158	57	.	.	PUNCT
cjfa-59253	159	1	this	this	DET
cjfa-59253	159	2	paper	paper	NOUN
cjfa-59253	159	3	’s	’s	PART
cjfa-59253	159	4	value	value	NOUN
cjfa-59253	159	5	and	and	CCONJ
cjfa-59253	159	6	hence	hence	ADV
cjfa-59253	159	7	its	its	PRON
cjfa-59253	159	8	contribution	contribution	NOUN
cjfa-59253	159	9	lies	lie	VERB
cjfa-59253	159	10	in	in	ADP
cjfa-59253	159	11	its	its	PRON
cjfa-59253	159	12	usage	usage	NOUN
cjfa-59253	159	13	of	of	ADP
cjfa-59253	159	14	two	two	NUM
cjfa-59253	159	15	stock	stock	NOUN
cjfa-59253	159	16	exchanges	exchange	NOUN
cjfa-59253	159	17	in	in	ADP
cjfa-59253	159	18	the	the	DET
cjfa-59253	159	19	two	two	NUM
cjfa-59253	159	20	wealthiest	wealthy	ADJ
cjfa-59253	159	21	countries	country	NOUN
cjfa-59253	159	22	of	of	ADP
cjfa-59253	159	23	the	the	DET
cjfa-59253	159	24	world	world	NOUN
cjfa-59253	159	25	to	to	PART
cjfa-59253	159	26	compare	compare	VERB
cjfa-59253	159	27	the	the	DET
cjfa-59253	159	28	predictive	predictive	ADJ
cjfa-59253	159	29	ability	ability	NOUN
cjfa-59253	159	30	of	of	ADP
cjfa-59253	159	31	open	open	ADJ
cjfa-59253	159	32	,	,	PUNCT
cjfa-59253	159	33	high	high	ADJ
cjfa-59253	159	34	,	,	PUNCT
cjfa-59253	159	35	and	and	CCONJ
cjfa-59253	159	36	low	low	ADJ
cjfa-59253	159	37	prices	price	NOUN
cjfa-59253	159	38	on	on	ADP
cjfa-59253	159	39	the	the	DET
cjfa-59253	159	40	actual	actual	ADJ
cjfa-59253	159	41	market	market	NOUN
cjfa-59253	159	42	price	price	NOUN
cjfa-59253	159	43	through	through	ADP
cjfa-59253	159	44	the	the	DET
cjfa-59253	159	45	usage	usage	NOUN
cjfa-59253	159	46	of	of	ADP
cjfa-59253	159	47	regression	regression	NOUN
cjfa-59253	159	48	analysis	analysis	NOUN
cjfa-59253	159	49	.	.	PUNCT
cjfa-59253	160	1	the	the	DET
cjfa-59253	160	2	prediction	prediction	NOUN
cjfa-59253	160	3	of	of	ADP
cjfa-59253	160	4	stock	stock	NOUN
cjfa-59253	160	5	prices	price	NOUN
cjfa-59253	160	6	is	be	AUX
cjfa-59253	160	7	an	an	DET
cjfa-59253	160	8	intractable	intractable	ADJ
cjfa-59253	160	9	investment	investment	NOUN
cjfa-59253	160	10	process	process	NOUN
cjfa-59253	160	11	that	that	PRON
cjfa-59253	160	12	challenges	challenge	VERB
cjfa-59253	160	13	the	the	DET
cjfa-59253	160	14	stock	stock	NOUN
cjfa-59253	160	15	market	market	NOUN
cjfa-59253	160	16	investors	investor	NOUN
cjfa-59253	160	17	,	,	PUNCT
cjfa-59253	160	18	analysts	analyst	NOUN
cjfa-59253	160	19	,	,	PUNCT
cjfa-59253	160	20	and	and	CCONJ
cjfa-59253	160	21	business	business	NOUN
cjfa-59253	160	22	portfolio	portfolio	NOUN
cjfa-59253	160	23	managers	manager	NOUN
cjfa-59253	160	24	’	’	PART
cjfa-59253	160	25	ability	ability	NOUN
cjfa-59253	160	26	to	to	PART
cjfa-59253	160	27	make	make	VERB
cjfa-59253	160	28	stock	stock	NOUN
cjfa-59253	160	29	investment	investment	NOUN
cjfa-59253	160	30	decisions	decision	NOUN
cjfa-59253	160	31	.	.	PUNCT
cjfa-59253	161	1	hence	hence	ADV
cjfa-59253	161	2	,	,	PUNCT
cjfa-59253	161	3	stock	stock	NOUN
cjfa-59253	161	4	market	market	NOUN
cjfa-59253	161	5	participants	participant	NOUN
cjfa-59253	161	6	and	and	CCONJ
cjfa-59253	161	7	investors	investor	NOUN
cjfa-59253	161	8	are	be	AUX
cjfa-59253	161	9	constantly	constantly	ADV
cjfa-59253	161	10	in	in	ADP
cjfa-59253	161	11	need	need	NOUN
cjfa-59253	161	12	of	of	ADP
cjfa-59253	161	13	information	information	NOUN
cjfa-59253	161	14	and	and	CCONJ
cjfa-59253	161	15	associated	associated	ADJ
cjfa-59253	161	16	models	model	NOUN
cjfa-59253	161	17	that	that	PRON
cjfa-59253	161	18	may	may	AUX
cjfa-59253	161	19	assist	assist	VERB
cjfa-59253	161	20	them	they	PRON
cjfa-59253	161	21	in	in	ADP
cjfa-59253	161	22	predicting	predict	VERB
cjfa-59253	161	23	stock	stock	NOUN
cjfa-59253	161	24	prices	price	NOUN
cjfa-59253	161	25	for	for	ADP
cjfa-59253	161	26	enhanced	enhanced	ADJ
cjfa-59253	161	27	investment	investment	NOUN
cjfa-59253	161	28	decisions	decision	NOUN
cjfa-59253	161	29	.	.	PUNCT
cjfa-59253	162	1	different	different	ADJ
cjfa-59253	162	2	models	model	NOUN
cjfa-59253	162	3	exist	exist	VERB
cjfa-59253	162	4	in	in	ADP
cjfa-59253	162	5	the	the	DET
cjfa-59253	162	6	literature	literature	NOUN
cjfa-59253	162	7	with	with	ADP
cjfa-59253	162	8	divergent	divergent	ADJ
cjfa-59253	162	9	complexities	complexity	NOUN
cjfa-59253	162	10	and	and	CCONJ
cjfa-59253	162	11	different	different	ADJ
cjfa-59253	162	12	predictive	predictive	ADJ
cjfa-59253	162	13	capabilities	capability	NOUN
cjfa-59253	162	14	.	.	PUNCT
cjfa-59253	163	1	this	this	DET
cjfa-59253	163	2	paper	paper	NOUN
cjfa-59253	163	3	has	have	AUX
cjfa-59253	163	4	added	add	VERB
cjfa-59253	163	5	to	to	ADP
cjfa-59253	163	6	the	the	DET
cjfa-59253	163	7	existing	exist	VERB
cjfa-59253	163	8	literature	literature	NOUN
cjfa-59253	163	9	on	on	ADP
cjfa-59253	163	10	stock	stock	NOUN
cjfa-59253	163	11	price	price	NOUN
cjfa-59253	163	12	prediction	prediction	NOUN
cjfa-59253	163	13	by	by	ADP
cjfa-59253	163	14	analyzing	analyze	VERB
cjfa-59253	163	15	the	the	DET
cjfa-59253	163	16	effectiveness	effectiveness	NOUN
cjfa-59253	163	17	of	of	ADP
cjfa-59253	163	18	open	open	ADJ
cjfa-59253	163	19	,	,	PUNCT
cjfa-59253	163	20	high	high	ADJ
cjfa-59253	163	21	,	,	PUNCT
cjfa-59253	163	22	and	and	CCONJ
cjfa-59253	163	23	low	low	ADJ
cjfa-59253	163	24	price	price	NOUN
cjfa-59253	163	25	in	in	ADP
cjfa-59253	163	26	predicting	predict	VERB
cjfa-59253	163	27	the	the	DET
cjfa-59253	163	28	actual	actual	ADJ
cjfa-59253	163	29	market	market	NOUN
cjfa-59253	163	30	price	price	NOUN
cjfa-59253	163	31	using	use	VERB
cjfa-59253	163	32	data	datum	NOUN
cjfa-59253	163	33	from	from	ADP
cjfa-59253	163	34	two	two	NUM
cjfa-59253	163	35	large	large	ADJ
cjfa-59253	163	36	stock	stock	NOUN
cjfa-59253	163	37	markets	market	NOUN
cjfa-59253	163	38	,	,	PUNCT
cjfa-59253	163	39	namely	namely	ADV
cjfa-59253	163	40	the	the	DET
cjfa-59253	163	41	s&p500	s&p500	NOUN
cjfa-59253	163	42	index	index	NOUN
cjfa-59253	163	43	and	and	CCONJ
cjfa-59253	163	44	shanghai	shanghai	PROPN
cjfa-59253	163	45	composite	composite	ADJ
cjfa-59253	163	46	index	index	NOUN
cjfa-59253	163	47	.	.	PUNCT
cjfa-59253	164	1	the	the	DET
cjfa-59253	164	2	results	result	NOUN
cjfa-59253	164	3	are	be	AUX
cjfa-59253	164	4	significant	significant	ADJ
cjfa-59253	164	5	,	,	PUNCT
cjfa-59253	164	6	which	which	PRON
cjfa-59253	164	7	implies	imply	VERB
cjfa-59253	164	8	that	that	SCONJ
cjfa-59253	164	9	the	the	DET
cjfa-59253	164	10	open	open	ADJ
cjfa-59253	164	11	,	,	PUNCT
cjfa-59253	164	12	high	high	ADJ
cjfa-59253	164	13	,	,	PUNCT
cjfa-59253	164	14	and	and	CCONJ
cjfa-59253	164	15	low	low	ADJ
cjfa-59253	164	16	prices	price	NOUN
cjfa-59253	164	17	can	can	AUX
cjfa-59253	164	18	assist	assist	VERB
cjfa-59253	164	19	investors	investor	NOUN
cjfa-59253	164	20	and	and	CCONJ
cjfa-59253	164	21	portfolio	portfolio	NOUN
cjfa-59253	164	22	managers	manager	NOUN
cjfa-59253	164	23	in	in	ADP
cjfa-59253	164	24	pre	pre	ADJ
cjfa-59253	164	25	-	-	ADJ
cjfa-59253	164	26	empting	empte	VERB
cjfa-59253	164	27	the	the	DET
cjfa-59253	164	28	stock	stock	NOUN
cjfa-59253	164	29	market	market	NOUN
cjfa-59253	164	30	price	price	NOUN
cjfa-59253	164	31	.	.	PUNCT
cjfa-59253	165	1	the	the	DET
cjfa-59253	165	2	model	model	NOUN
cjfa-59253	165	3	was	be	AUX
cjfa-59253	165	4	verified	verify	VERB
cjfa-59253	165	5	by	by	ADP
cjfa-59253	165	6	conducting	conduct	VERB
cjfa-59253	165	7	further	further	ADJ
cjfa-59253	165	8	analysis	analysis	NOUN
cjfa-59253	165	9	using	use	VERB
cjfa-59253	165	10	other	other	ADJ
cjfa-59253	165	11	observation	observation	NOUN
cjfa-59253	165	12	periods	period	NOUN
cjfa-59253	165	13	,	,	PUNCT
cjfa-59253	165	14	namely	namely	ADV
cjfa-59253	165	15	the	the	DET
cjfa-59253	165	16	covid-19	covid-19	PROPN
cjfa-59253	165	17	period	period	NOUN
cjfa-59253	165	18	stock	stock	NOUN
cjfa-59253	165	19	market	market	NOUN
cjfa-59253	165	20	data	datum	NOUN
cjfa-59253	165	21	and	and	CCONJ
cjfa-59253	165	22	data	datum	NOUN
cjfa-59253	165	23	during	during	ADP
cjfa-59253	165	24	the	the	DET
cjfa-59253	165	25	financial	financial	ADJ
cjfa-59253	165	26	crisis	crisis	NOUN
cjfa-59253	165	27	of	of	ADP
cjfa-59253	165	28	2008–2009	2008–2009	NUM
cjfa-59253	165	29	.	.	PUNCT
cjfa-59253	166	1	results	result	NOUN
cjfa-59253	166	2	from	from	ADP
cjfa-59253	166	3	the	the	DET
cjfa-59253	166	4	verification	verification	NOUN
cjfa-59253	166	5	analysis	analysis	NOUN
cjfa-59253	166	6	proved	prove	VERB
cjfa-59253	166	7	significant	significant	ADJ
cjfa-59253	166	8	,	,	PUNCT
cjfa-59253	166	9	which	which	PRON
cjfa-59253	166	10	thus	thus	ADV
cjfa-59253	166	11	confirms	confirm	VERB
cjfa-59253	166	12	the	the	DET
cjfa-59253	166	13	research	research	NOUN
cjfa-59253	166	14	model	model	NOUN
cjfa-59253	166	15	in	in	ADP
cjfa-59253	166	16	the	the	DET
cjfa-59253	166	17	first	first	ADJ
cjfa-59253	166	18	analysis	analysis	NOUN
cjfa-59253	166	19	.	.	PUNCT
cjfa-59253	167	1	given	give	VERB
cjfa-59253	167	2	that	that	SCONJ
cjfa-59253	167	3	these	these	DET
cjfa-59253	167	4	predictor	predictor	NOUN
cjfa-59253	167	5	variables	variable	NOUN
cjfa-59253	167	6	(	(	PUNCT
cjfa-59253	167	7	open	open	ADJ
cjfa-59253	167	8	,	,	PUNCT
cjfa-59253	167	9	high	high	ADJ
cjfa-59253	167	10	,	,	PUNCT
cjfa-59253	167	11	and	and	CCONJ
cjfa-59253	167	12	low	low	ADJ
cjfa-59253	167	13	prices	price	NOUN
cjfa-59253	167	14	)	)	PUNCT
cjfa-59253	167	15	are	be	AUX
cjfa-59253	167	16	readily	readily	ADV
cjfa-59253	167	17	and	and	CCONJ
cjfa-59253	167	18	freely	freely	ADV
cjfa-59253	167	19	available	available	ADJ
cjfa-59253	167	20	in	in	ADP
cjfa-59253	167	21	stock	stock	NOUN
cjfa-59253	167	22	market	market	NOUN
cjfa-59253	167	23	indices	index	NOUN
cjfa-59253	167	24	,	,	PUNCT
cjfa-59253	167	25	it	it	PRON
cjfa-59253	167	26	means	mean	VERB
cjfa-59253	167	27	that	that	SCONJ
cjfa-59253	167	28	average	average	ADJ
cjfa-59253	167	29	or	or	CCONJ
cjfa-59253	167	30	below	below	ADP
cjfa-59253	167	31	-	-	PUNCT
cjfa-59253	167	32	average	average	NOUN
cjfa-59253	167	33	investors	investor	NOUN
cjfa-59253	167	34	,	,	PUNCT
cjfa-59253	167	35	who	who	PRON
cjfa-59253	167	36	may	may	AUX
cjfa-59253	167	37	not	not	PART
cjfa-59253	167	38	be	be	AUX
cjfa-59253	167	39	able	able	ADJ
cjfa-59253	167	40	to	to	PART
cjfa-59253	167	41	purchase	purchase	VERB
cjfa-59253	167	42	additional	additional	ADJ
cjfa-59253	167	43	market	market	NOUN
cjfa-59253	167	44	information	information	NOUN
cjfa-59253	167	45	,	,	PUNCT
cjfa-59253	167	46	may	may	AUX
cjfa-59253	167	47	rely	rely	VERB
cjfa-59253	167	48	on	on	ADP
cjfa-59253	167	49	the	the	DET
cjfa-59253	167	50	open	open	ADJ
cjfa-59253	167	51	,	,	PUNCT
cjfa-59253	167	52	high	high	ADJ
cjfa-59253	167	53	,	,	PUNCT
cjfa-59253	167	54	and	and	CCONJ
cjfa-59253	167	55	low	low	ADJ
cjfa-59253	167	56	prices	price	NOUN
cjfa-59253	167	57	to	to	PART
cjfa-59253	167	58	make	make	VERB
cjfa-59253	167	59	a	a	DET
cjfa-59253	167	60	reasonable	reasonable	ADJ
cjfa-59253	167	61	prediction	prediction	NOUN
cjfa-59253	167	62	of	of	ADP
cjfa-59253	167	63	stock	stock	NOUN
cjfa-59253	167	64	market	market	NOUN
cjfa-59253	167	65	price	price	NOUN
cjfa-59253	167	66	predictions	prediction	NOUN
cjfa-59253	167	67	with	with	ADP
cjfa-59253	167	68	over	over	ADP
cjfa-59253	167	69	80	80	NUM
cjfa-59253	167	70	percent	percent	NOUN
cjfa-59253	167	71	rate	rate	NOUN
cjfa-59253	167	72	(	(	PUNCT
cjfa-59253	167	73	in	in	ADP
cjfa-59253	167	74	the	the	DET
cjfa-59253	167	75	shanghai	shanghai	PROPN
cjfa-59253	167	76	composite	composite	PROPN
cjfa-59253	167	77	index	index	NOUN
cjfa-59253	167	78	)	)	PUNCT
cjfa-59253	167	79	,	,	PUNCT
cjfa-59253	167	80	which	which	PRON
cjfa-59253	167	81	outperforms	outperform	VERB
cjfa-59253	167	82	the	the	DET
cjfa-59253	167	83	usage	usage	NOUN
cjfa-59253	167	84	of	of	ADP
cjfa-59253	167	85	some	some	DET
cjfa-59253	167	86	complex	complex	ADJ
cjfa-59253	167	87	techniques	technique	NOUN
cjfa-59253	167	88	mentioned	mention	VERB
cjfa-59253	167	89	in	in	ADP
cjfa-59253	167	90	the	the	DET
cjfa-59253	167	91	literature	literature	NOUN
cjfa-59253	167	92	that	that	PRON
cjfa-59253	167	93	had	have	VERB
cjfa-59253	167	94	a	a	DET
cjfa-59253	167	95	prediction	prediction	NOUN
cjfa-59253	167	96	rate	rate	NOUN
cjfa-59253	167	97	of	of	ADP
cjfa-59253	167	98	over	over	ADP
cjfa-59253	167	99	70	70	NUM
cjfa-59253	167	100	percent	percent	NOUN
cjfa-59253	167	101	.	.	PUNCT
cjfa-59253	168	1	hence	hence	ADV
cjfa-59253	168	2	,	,	PUNCT
cjfa-59253	168	3	a	a	DET
cjfa-59253	168	4	simpler	simple	ADJ
cjfa-59253	168	5	model	model	NOUN
cjfa-59253	168	6	,	,	PUNCT
cjfa-59253	168	7	as	as	SCONJ
cjfa-59253	168	8	demonstrated	demonstrate	VERB
cjfa-59253	168	9	in	in	ADP
cjfa-59253	168	10	this	this	DET
cjfa-59253	168	11	paper	paper	NOUN
cjfa-59253	168	12	,	,	PUNCT
cjfa-59253	168	13	can	can	AUX
cjfa-59253	168	14	assist	assist	VERB
cjfa-59253	168	15	with	with	ADP
cjfa-59253	168	16	stock	stock	NOUN
cjfa-59253	168	17	market	market	NOUN
cjfa-59253	168	18	price	price	NOUN
cjfa-59253	168	19	prediction	prediction	NOUN
cjfa-59253	168	20	,	,	PUNCT
cjfa-59253	168	21	at	at	ADP
cjfa-59253	168	22	least	least	ADJ
cjfa-59253	168	23	within	within	ADP
cjfa-59253	168	24	the	the	DET
cjfa-59253	168	25	short	short	ADJ
cjfa-59253	168	26	-	-	PUNCT
cjfa-59253	168	27	term	term	NOUN
cjfa-59253	168	28	period	period	NOUN
cjfa-59253	168	29	of	of	ADP
cjfa-59253	168	30	3	3	NUM
cjfa-59253	168	31	months	month	NOUN
cjfa-59253	168	32	to	to	ADP
cjfa-59253	168	33	24	24	NUM
cjfa-59253	168	34	months	month	NOUN
cjfa-59253	168	35	.	.	PUNCT
cjfa-59253	169	1	collins	collins	PROPN
cjfa-59253	169	2	c.	c.	PROPN
cjfa-59253	169	3	ngwakwe9292	ngwakwe9292	PROPN
cjfa-59253	169	4	 	 	SPACE
cjfa-59253	169	5	references	reference	NOUN
cjfa-59253	169	6	 	 	SPACE
cjfa-59253	169	7	references	reference	NOUN
cjfa-59253	169	8	abbas	abbas	PROPN
cjfa-59253	169	9	,	,	PUNCT
cjfa-59253	169	10	g.	g.	PROPN
cjfa-59253	169	11	,	,	PUNCT
cjfa-59253	169	12	&	&	CCONJ
cjfa-59253	169	13	wang	wang	PROPN
cjfa-59253	169	14	,	,	PUNCT
cjfa-59253	169	15	s.	s.	PROPN
cjfa-59253	169	16	(	(	PUNCT
cjfa-59253	169	17	2020	2020	NUM
cjfa-59253	169	18	)	)	PUNCT
cjfa-59253	169	19	.	.	PUNCT
cjfa-59253	170	1	does	do	AUX
cjfa-59253	170	2	macroeconomic	macroeconomic	ADJ
cjfa-59253	170	3	uncertainty	uncertainty	NOUN
cjfa-59253	170	4	really	really	ADV
cjfa-59253	170	5	matter	matter	VERB
cjfa-59253	170	6	in	in	ADP
cjfa-59253	170	7	predicting	predict	VERB
cjfa-59253	170	8	stock	stock	NOUN
cjfa-59253	170	9	market	market	NOUN
cjfa-59253	170	10	behavior	behavior	NOUN
cjfa-59253	170	11	?	?	PUNCT
cjfa-59253	171	1	a	a	DET
cjfa-59253	171	2	comparative	comparative	ADJ
cjfa-59253	171	3	study	study	NOUN
cjfa-59253	171	4	on	on	ADP
cjfa-59253	171	5	china	china	PROPN
cjfa-59253	171	6	and	and	CCONJ
cjfa-59253	171	7	usa	usa	PROPN
cjfa-59253	171	8	.	.	PROPN
cjfa-59253	172	1	china	china	PROPN
cjfa-59253	172	2	finance	finance	PROPN
cjfa-59253	172	3	review	review	PROPN
cjfa-59253	172	4	international	international	PROPN
cjfa-59253	172	5	,	,	PUNCT
cjfa-59253	172	6	10(4	10(4	NUM
cjfa-59253	172	7	)	)	PUNCT
cjfa-59253	172	8	,	,	PUNCT
cjfa-59253	172	9	393–427	393–427	NUM
cjfa-59253	172	10	.	.	PUNCT
cjfa-59253	173	1	https://doi.org/10.1108/cfri-06-2019-0077	https://doi.org/10.1108/cfri-06-2019-0077	PROPN
cjfa-59253	173	2	.	.	PUNCT
cjfa-59253	174	1	al	al	PROPN
cjfa-59253	174	2	-	-	PUNCT
cjfa-59253	174	3	nefaie	nefaie	PROPN
cjfa-59253	174	4	,	,	PUNCT
cjfa-59253	174	5	a.h	a.h	PROPN
cjfa-59253	174	6	.	.	PROPN
cjfa-59253	174	7	,	,	PUNCT
cjfa-59253	174	8	&	&	CCONJ
cjfa-59253	174	9	aldhyani	aldhyani	PROPN
cjfa-59253	174	10	,	,	PUNCT
cjfa-59253	174	11	t.h	t.h	PROPN
cjfa-59253	174	12	.	.	PROPN
cjfa-59253	174	13	(	(	PUNCT
cjfa-59253	174	14	2022	2022	NUM
cjfa-59253	174	15	)	)	PUNCT
cjfa-59253	174	16	.	.	PUNCT
cjfa-59253	175	1	predicting	predict	VERB
cjfa-59253	175	2	close	close	ADJ
cjfa-59253	175	3	price	price	NOUN
cjfa-59253	175	4	in	in	ADP
cjfa-59253	175	5	emerging	emerge	VERB
cjfa-59253	175	6	saudi	saudi	ADJ
cjfa-59253	175	7	stock	stock	NOUN
cjfa-59253	175	8	exchange	exchange	NOUN
cjfa-59253	175	9	:	:	PUNCT
cjfa-59253	175	10	time	time	NOUN
cjfa-59253	175	11	series	series	PROPN
cjfa-59253	175	12	models	model	NOUN
cjfa-59253	175	13	.	.	PUNCT
cjfa-59253	176	1	electronics	electronic	NOUN
cjfa-59253	176	2	,	,	PUNCT
cjfa-59253	176	3	11(21	11(21	NUM
cjfa-59253	176	4	)	)	PUNCT
cjfa-59253	176	5	.	.	PUNCT
cjfa-59253	177	1	https://doi.org/10.3390/electronics11213443	https://doi.org/10.3390/electronics11213443	PROPN
cjfa-59253	177	2	.	.	PUNCT
cjfa-59253	178	1	billah	billah	PROPN
cjfa-59253	178	2	,	,	PUNCT
cjfa-59253	178	3	m.	m.	NOUN
cjfa-59253	178	4	,	,	PUNCT
cjfa-59253	178	5	waheed	waheed	PROPN
cjfa-59253	178	6	,	,	PUNCT
cjfa-59253	178	7	s.	s.	PROPN
cjfa-59253	178	8	,	,	PUNCT
cjfa-59253	178	9	&	&	CCONJ
cjfa-59253	178	10	hanifa	hanifa	PROPN
cjfa-59253	178	11	,	,	PUNCT
cjfa-59253	178	12	a.	a.	NOUN
cjfa-59253	178	13	(	(	PUNCT
cjfa-59253	178	14	2015	2015	NUM
cjfa-59253	178	15	)	)	PUNCT
cjfa-59253	178	16	.	.	PUNCT
cjfa-59253	179	1	predicting	predict	VERB
cjfa-59253	179	2	closing	close	VERB
cjfa-59253	179	3	stock	stock	NOUN
cjfa-59253	179	4	price	price	NOUN
cjfa-59253	179	5	using	use	VERB
cjfa-59253	179	6	artificial	artificial	ADJ
cjfa-59253	179	7	neural	neural	ADJ
cjfa-59253	179	8	network	network	NOUN
cjfa-59253	179	9	and	and	CCONJ
cjfa-59253	179	10	adaptive	adaptive	ADJ
cjfa-59253	179	11	neuro	neuro	PROPN
cjfa-59253	179	12	fuzzy	fuzzy	ADJ
cjfa-59253	179	13	inference	inference	NOUN
cjfa-59253	179	14	system	system	NOUN
cjfa-59253	179	15	(	(	PUNCT
cjfa-59253	179	16	anfis	anfi	VERB
cjfa-59253	179	17	):	):	PUNCT
cjfa-59253	179	18	the	the	DET
cjfa-59253	179	19	case	case	NOUN
cjfa-59253	179	20	of	of	ADP
cjfa-59253	179	21	the	the	DET
cjfa-59253	179	22	dhaka	dhaka	PROPN
cjfa-59253	179	23	stock	stock	PROPN
cjfa-59253	179	24	exchange	exchange	PROPN
cjfa-59253	179	25	.	.	PUNCT
cjfa-59253	180	1	international	international	ADJ
cjfa-59253	180	2	journal	journal	PROPN
cjfa-59253	180	3	of	of	ADP
cjfa-59253	180	4	computer	computer	NOUN
cjfa-59253	180	5	applications	application	NOUN
cjfa-59253	180	6	,	,	PUNCT
cjfa-59253	180	7	129(11	129(11	NUM
cjfa-59253	180	8	)	)	PUNCT
cjfa-59253	180	9	,	,	PUNCT
cjfa-59253	180	10	1–5	1–5	PROPN
cjfa-59253	180	11	.	.	PUNCT
cjfa-59253	180	12	https://doi.org/10.5120/ijca2015906952	https://doi.org/10.5120/ijca2015906952	PROPN
cjfa-59253	180	13	.	.	PUNCT
cjfa-59253	181	1	combes	combes	PROPN
cjfa-59253	181	2	,	,	PUNCT
cjfa-59253	181	3	c.	c.	PROPN
cjfa-59253	181	4	,	,	PUNCT
cjfa-59253	181	5	&	&	CCONJ
cjfa-59253	181	6	dussauchoy	dussauchoy	PROPN
cjfa-59253	181	7	,	,	PUNCT
cjfa-59253	181	8	a.	a.	NOUN
cjfa-59253	181	9	(	(	PUNCT
cjfa-59253	181	10	2006	2006	NUM
cjfa-59253	181	11	)	)	PUNCT
cjfa-59253	181	12	.	.	PUNCT
cjfa-59253	182	1	generalized	generalize	VERB
cjfa-59253	182	2	extreme	extreme	ADJ
cjfa-59253	182	3	value	value	NOUN
cjfa-59253	182	4	distribution	distribution	NOUN
cjfa-59253	182	5	for	for	ADP
cjfa-59253	182	6	fitting	fitting	ADJ
cjfa-59253	182	7	opening	opening	NOUN
cjfa-59253	182	8	/	/	SYM
cjfa-59253	182	9	closing	close	VERB
cjfa-59253	182	10	asset	asset	NOUN
cjfa-59253	182	11	prices	price	NOUN
cjfa-59253	182	12	and	and	CCONJ
cjfa-59253	182	13	returns	return	NOUN
cjfa-59253	182	14	in	in	ADP
cjfa-59253	182	15	stock	stock	NOUN
cjfa-59253	182	16	-	-	PUNCT
cjfa-59253	182	17	exchange	exchange	NOUN
cjfa-59253	182	18	.	.	PUNCT
cjfa-59253	183	1	operational	operational	ADJ
cjfa-59253	183	2	research	research	NOUN
cjfa-59253	183	3	,	,	PUNCT
cjfa-59253	183	4	6	6	NUM
cjfa-59253	183	5	,	,	PUNCT
cjfa-59253	183	6	3–26	3–26	NUM
cjfa-59253	183	7	.	.	PUNCT
cjfa-59253	184	1	https://doi.org/10.1007/bf02941135	https://doi.org/10.1007/bf02941135	NOUN
cjfa-59253	184	2	.	.	PUNCT
cjfa-59253	185	1	da	da	PROPN
cjfa-59253	185	2	silva	silva	PROPN
cjfa-59253	185	3	,	,	PUNCT
cjfa-59253	185	4	p.p	p.p	PROPN
cjfa-59253	185	5	.	.	PROPN
cjfa-59253	185	6	(	(	PUNCT
cjfa-59253	185	7	2021	2021	NUM
cjfa-59253	185	8	)	)	PUNCT
cjfa-59253	185	9	.	.	PUNCT
cjfa-59253	186	1	do	do	AUX
cjfa-59253	186	2	managers	manager	NOUN
cjfa-59253	186	3	pay	pay	VERB
cjfa-59253	186	4	attention	attention	NOUN
cjfa-59253	186	5	to	to	ADP
cjfa-59253	186	6	the	the	DET
cjfa-59253	186	7	market	market	NOUN
cjfa-59253	186	8	?	?	PUNCT
cjfa-59253	187	1	a	a	DET
cjfa-59253	187	2	review	review	NOUN
cjfa-59253	187	3	of	of	ADP
cjfa-59253	187	4	the	the	DET
cjfa-59253	187	5	relationship	relationship	NOUN
cjfa-59253	187	6	between	between	ADP
cjfa-59253	187	7	stock	stock	NOUN
cjfa-59253	187	8	price	price	NOUN
cjfa-59253	187	9	informativeness	informativeness	NOUN
cjfa-59253	187	10	and	and	CCONJ
cjfa-59253	187	11	investment	investment	NOUN
cjfa-59253	187	12	.	.	PUNCT
cjfa-59253	188	1	journal	journal	NOUN
cjfa-59253	188	2	of	of	ADP
cjfa-59253	188	3	multinational	multinational	ADJ
cjfa-59253	188	4	financial	financial	ADJ
cjfa-59253	188	5	management	management	NOUN
cjfa-59253	188	6	,	,	PUNCT
cjfa-59253	188	7	59	59	NUM
cjfa-59253	188	8	,	,	PUNCT
cjfa-59253	188	9	100675	100675	NUM
cjfa-59253	188	10	.	.	PUNCT
cjfa-59253	189	1	http://dx.doi.org/10.2139/ssrn.3244469	http://dx.doi.org/10.2139/ssrn.3244469	NOUN
cjfa-59253	189	2	.	.	PROPN
cjfa-59253	189	3	ellul	ellul	NOUN
cjfa-59253	189	4	,	,	PUNCT
cjfa-59253	189	5	a.	a.	NOUN
cjfa-59253	189	6	,	,	PUNCT
cjfa-59253	189	7	shin	shin	PROPN
cjfa-59253	189	8	,	,	PUNCT
cjfa-59253	189	9	h.	h.	PROPN
cjfa-59253	189	10	s.	s.	PROPN
cjfa-59253	189	11	,	,	PUNCT
cjfa-59253	189	12	&	&	CCONJ
cjfa-59253	189	13	tonks	tonks	PROPN
cjfa-59253	189	14	,	,	PUNCT
cjfa-59253	189	15	i.	i.	PROPN
cjfa-59253	189	16	(	(	PUNCT
cjfa-59253	189	17	2005	2005	NUM
cjfa-59253	189	18	)	)	PUNCT
cjfa-59253	189	19	.	.	PUNCT
cjfa-59253	190	1	opening	opening	NOUN
cjfa-59253	190	2	and	and	CCONJ
cjfa-59253	190	3	closing	close	VERB
cjfa-59253	190	4	the	the	DET
cjfa-59253	190	5	market	market	NOUN
cjfa-59253	190	6	:	:	PUNCT
cjfa-59253	190	7	evidence	evidence	NOUN
cjfa-59253	190	8	from	from	ADP
cjfa-59253	190	9	the	the	DET
cjfa-59253	190	10	london	london	PROPN
cjfa-59253	190	11	stock	stock	NOUN
cjfa-59253	190	12	exchange	exchange	PROPN
cjfa-59253	190	13	.	.	PUNCT
cjfa-59253	191	1	journal	journal	NOUN
cjfa-59253	191	2	of	of	ADP
cjfa-59253	191	3	financial	financial	ADJ
cjfa-59253	191	4	and	and	CCONJ
cjfa-59253	191	5	quantitative	quantitative	ADJ
cjfa-59253	191	6	analysis	analysis	NOUN
cjfa-59253	191	7	,	,	PUNCT
cjfa-59253	191	8	40(4	40(4	NUM
cjfa-59253	191	9	)	)	PUNCT
cjfa-59253	191	10	,	,	PUNCT
cjfa-59253	191	11	779–801	779–801	NUM
cjfa-59253	191	12	.	.	PUNCT
cjfa-59253	192	1	https://doi.org/10.1017/s0022109000001976	https://doi.org/10.1017/s0022109000001976	NOUN
cjfa-59253	192	2	.	.	PUNCT
cjfa-59253	193	1	emeka	emeka	PROPN
cjfa-59253	193	2	-	-	PUNCT
cjfa-59253	193	3	nwokeji	nwokeji	PROPN
cjfa-59253	193	4	,	,	PUNCT
cjfa-59253	193	5	n.a	n.a	PROPN
cjfa-59253	193	6	.	.	PROPN
cjfa-59253	193	7	,	,	PUNCT
cjfa-59253	193	8	nangih	nangih	PROPN
cjfa-59253	193	9	,	,	PUNCT
cjfa-59253	193	10	e.	e.	PROPN
cjfa-59253	193	11	,	,	PUNCT
cjfa-59253	193	12	chiedu	chiedu	PROPN
cjfa-59253	193	13	,	,	PUNCT
cjfa-59253	193	14	c.o	c.o	PROPN
cjfa-59253	193	15	.	.	PROPN
cjfa-59253	193	16	,	,	PUNCT
cjfa-59253	193	17	&	&	CCONJ
cjfa-59253	193	18	ekwunife	ekwunife	PROPN
cjfa-59253	193	19	,	,	PUNCT
cjfa-59253	193	20	e.n	e.n	PROPN
cjfa-59253	193	21	.	.	PROPN
cjfa-59253	193	22	(	(	PUNCT
cjfa-59253	193	23	2022	2022	NUM
cjfa-59253	193	24	)	)	PUNCT
cjfa-59253	193	25	.	.	PUNCT
cjfa-59253	194	1	reaction	reaction	NOUN
cjfa-59253	194	2	of	of	ADP
cjfa-59253	194	3	share	share	NOUN
cjfa-59253	194	4	prices	price	NOUN
cjfa-59253	194	5	to	to	PART
cjfa-59253	194	6	dividend	dividend	VERB
cjfa-59253	194	7	policy	policy	NOUN
cjfa-59253	194	8	of	of	ADP
cjfa-59253	194	9	non	non	ADJ
cjfa-59253	194	10	-	-	ADJ
cjfa-59253	194	11	financial	financial	ADJ
cjfa-59253	194	12	firms	firm	NOUN
cjfa-59253	194	13	in	in	ADP
cjfa-59253	194	14	nigeria	nigeria	PROPN
cjfa-59253	194	15	:	:	PUNCT
cjfa-59253	194	16	a	a	DET
cjfa-59253	194	17	panel	panel	NOUN
cjfa-59253	194	18	data	datum	NOUN
cjfa-59253	194	19	approach	approach	NOUN
cjfa-59253	194	20	.	.	PUNCT
cjfa-59253	195	1	copernican	copernican	PROPN
cjfa-59253	195	2	journal	journal	PROPN
cjfa-59253	195	3	of	of	ADP
cjfa-59253	195	4	finance	finance	PROPN
cjfa-59253	195	5	&	&	CCONJ
cjfa-59253	195	6	accounting	accounting	PROPN
cjfa-59253	195	7	,	,	PUNCT
cjfa-59253	195	8	11(2	11(2	NUM
cjfa-59253	195	9	)	)	PUNCT
cjfa-59253	195	10	,	,	PUNCT
cjfa-59253	195	11	31–49	31–49	NUM
cjfa-59253	195	12	.	.	PUNCT
cjfa-59253	196	1	https://doi	https://doi	X
cjfa-59253	196	2	.	.	PUNCT
cjfa-59253	196	3	org/10.12775	org/10.12775	PROPN
cjfa-59253	196	4	/	/	SYM
cjfa-59253	196	5	cjfa.2022.007	cjfa.2022.007	PROPN
cjfa-59253	196	6	.	.	PUNCT
cjfa-59253	197	1	enow	enow	PROPN
cjfa-59253	197	2	,	,	PUNCT
cjfa-59253	197	3	s.t	s.t	PROPN
cjfa-59253	197	4	.	.	PROPN
cjfa-59253	197	5	(	(	PUNCT
cjfa-59253	197	6	2022	2022	NUM
cjfa-59253	197	7	)	)	PUNCT
cjfa-59253	197	8	.	.	PUNCT
cjfa-59253	198	1	modelling	model	VERB
cjfa-59253	198	2	stock	stock	NOUN
cjfa-59253	198	3	market	market	NOUN
cjfa-59253	198	4	prices	price	NOUN
cjfa-59253	198	5	using	use	VERB
cjfa-59253	198	6	the	the	DET
cjfa-59253	198	7	open	open	ADJ
cjfa-59253	198	8	,	,	PUNCT
cjfa-59253	198	9	high	high	ADJ
cjfa-59253	198	10	and	and	CCONJ
cjfa-59253	198	11	closes	close	VERB
cjfa-59253	198	12	prices	price	NOUN
cjfa-59253	198	13	.	.	PUNCT
cjfa-59253	199	1	evidence	evidence	NOUN
cjfa-59253	199	2	from	from	ADP
cjfa-59253	199	3	international	international	ADJ
cjfa-59253	199	4	financial	financial	ADJ
cjfa-59253	199	5	markets	market	NOUN
cjfa-59253	199	6	.	.	PUNCT
cjfa-59253	200	1	international	international	ADJ
cjfa-59253	200	2	journal	journal	PROPN
cjfa-59253	200	3	of	of	ADP
cjfa-59253	200	4	business	business	NOUN
cjfa-59253	200	5	and	and	CCONJ
cjfa-59253	200	6	economic	economic	ADJ
cjfa-59253	200	7	sciences	science	NOUN
cjfa-59253	200	8	applied	apply	VERB
cjfa-59253	200	9	research	research	NOUN
cjfa-59253	200	10	(	(	PUNCT
cjfa-59253	200	11	ijbesar	ijbesar	ADJ
cjfa-59253	200	12	)	)	PUNCT
cjfa-59253	200	13	,	,	PUNCT
cjfa-59253	200	14	15(3	15(3	NUM
cjfa-59253	200	15	)	)	PUNCT
cjfa-59253	200	16	,	,	PUNCT
cjfa-59253	200	17	52–59	52–59	NUM
cjfa-59253	200	18	.	.	PUNCT
cjfa-59253	201	1	https://	https://	PROPN
cjfa-59253	201	2	doi.org/10.25103/ijbesar.153.04	doi.org/10.25103/ijbesar.153.04	PROPN
cjfa-59253	201	3	.	.	PUNCT
cjfa-59253	202	1	eraker	eraker	PROPN
cjfa-59253	202	2	,	,	PUNCT
cjfa-59253	202	3	b.	b.	PROPN
cjfa-59253	202	4	(	(	PUNCT
cjfa-59253	202	5	2001	2001	NUM
cjfa-59253	202	6	)	)	PUNCT
cjfa-59253	202	7	.	.	PUNCT
cjfa-59253	203	1	mcmc	mcmc	NOUN
cjfa-59253	203	2	analysis	analysis	NOUN
cjfa-59253	203	3	of	of	ADP
cjfa-59253	203	4	diffusion	diffusion	NOUN
cjfa-59253	203	5	models	model	NOUN
cjfa-59253	203	6	with	with	ADP
cjfa-59253	203	7	application	application	NOUN
cjfa-59253	203	8	to	to	ADP
cjfa-59253	203	9	finance	finance	NOUN
cjfa-59253	203	10	.	.	PUNCT
cjfa-59253	204	1	journal	journal	PROPN
cjfa-59253	204	2	of	of	ADP
cjfa-59253	204	3	business	business	PROPN
cjfa-59253	204	4	&	&	CCONJ
cjfa-59253	204	5	economic	economic	ADJ
cjfa-59253	204	6	statistics	statistic	NOUN
cjfa-59253	204	7	,	,	PUNCT
cjfa-59253	204	8	19(2	19(2	NUM
cjfa-59253	204	9	)	)	PUNCT
cjfa-59253	204	10	,	,	PUNCT
cjfa-59253	205	1	177–191	177–191	NUM
cjfa-59253	205	2	.	.	PUNCT
cjfa-59253	205	3	https://doi.org/	https://doi.org/	PROPN
cjfa-59253	205	4	10.1198/073500101316970403	10.1198/073500101316970403	NUM
cjfa-59253	205	5	.	.	PUNCT
cjfa-59253	206	1	ilyas	ilyas	PROPN
cjfa-59253	206	2	,	,	PUNCT
cjfa-59253	206	3	q.m	q.m	PROPN
cjfa-59253	206	4	.	.	PROPN
cjfa-59253	206	5	,	,	PUNCT
cjfa-59253	206	6	iqbal	iqbal	PROPN
cjfa-59253	206	7	,	,	PUNCT
cjfa-59253	206	8	k.	k.	PROPN
cjfa-59253	206	9	,	,	PUNCT
cjfa-59253	206	10	ijaz	ijaz	PROPN
cjfa-59253	206	11	,	,	PUNCT
cjfa-59253	206	12	s.	s.	PROPN
cjfa-59253	206	13	,	,	PUNCT
cjfa-59253	206	14	mehmood	mehmood	PROPN
cjfa-59253	206	15	,	,	PUNCT
cjfa-59253	206	16	a.	a.	PROPN
cjfa-59253	206	17	,	,	PUNCT
cjfa-59253	206	18	&	&	CCONJ
cjfa-59253	206	19	bhatia	bhatia	PROPN
cjfa-59253	206	20	,	,	PUNCT
cjfa-59253	206	21	s.	s.	PROPN
cjfa-59253	206	22	(	(	PUNCT
cjfa-59253	206	23	2022	2022	NUM
cjfa-59253	206	24	)	)	PUNCT
cjfa-59253	206	25	.	.	PUNCT
cjfa-59253	207	1	a	a	DET
cjfa-59253	207	2	hybrid	hybrid	ADJ
cjfa-59253	207	3	model	model	NOUN
cjfa-59253	207	4	to	to	PART
cjfa-59253	207	5	predict	predict	VERB
cjfa-59253	207	6	stock	stock	NOUN
cjfa-59253	207	7	closing	closing	NOUN
cjfa-59253	207	8	price	price	NOUN
cjfa-59253	207	9	using	use	VERB
cjfa-59253	207	10	novel	novel	ADJ
cjfa-59253	207	11	features	feature	NOUN
cjfa-59253	207	12	and	and	CCONJ
cjfa-59253	207	13	a	a	DET
cjfa-59253	207	14	fully	fully	ADV
cjfa-59253	207	15	modified	modify	VERB
cjfa-59253	207	16	hodrick	hodrick	ADJ
cjfa-59253	207	17	–	–	PUNCT
cjfa-59253	207	18	prescott	prescott	NOUN
cjfa-59253	207	19	filter	filter	NOUN
cjfa-59253	207	20	.	.	PUNCT
cjfa-59253	208	1	electronics	electronic	NOUN
cjfa-59253	208	2	,	,	PUNCT
cjfa-59253	208	3	11(21	11(21	NUM
cjfa-59253	208	4	)	)	PUNCT
cjfa-59253	208	5	,	,	PUNCT
cjfa-59253	208	6	3588	3588	NUM
cjfa-59253	208	7	.	.	PUNCT
cjfa-59253	209	1	https://doi.org/10.3390/electronics11213588	https://doi.org/10.3390/electronics11213588	X
cjfa-59253	209	2	.	.	PUNCT
cjfa-59253	210	1	malibari	malibari	PROPN
cjfa-59253	210	2	,	,	PUNCT
cjfa-59253	210	3	n.	n.	PROPN
cjfa-59253	210	4	,	,	PUNCT
cjfa-59253	210	5	katib	katib	PROPN
cjfa-59253	210	6	,	,	PUNCT
cjfa-59253	210	7	i.	i.	PROPN
cjfa-59253	210	8	,	,	PUNCT
cjfa-59253	210	9	&	&	CCONJ
cjfa-59253	210	10	mehmood	mehmood	PROPN
cjfa-59253	210	11	,	,	PUNCT
cjfa-59253	210	12	r.	r.	PROPN
cjfa-59253	210	13	(	(	PUNCT
cjfa-59253	210	14	2021	2021	NUM
cjfa-59253	210	15	)	)	PUNCT
cjfa-59253	210	16	.	.	PUNCT
cjfa-59253	211	1	predicting	predict	VERB
cjfa-59253	211	2	stock	stock	NOUN
cjfa-59253	211	3	closing	closing	NOUN
cjfa-59253	211	4	prices	price	NOUN
cjfa-59253	211	5	in	in	ADP
cjfa-59253	211	6	emerging	emerge	VERB
cjfa-59253	211	7	markets	market	NOUN
cjfa-59253	211	8	with	with	ADP
cjfa-59253	211	9	transformer	transformer	ADJ
cjfa-59253	211	10	neural	neural	ADJ
cjfa-59253	211	11	networks	network	NOUN
cjfa-59253	211	12	:	:	PUNCT
cjfa-59253	211	13	the	the	DET
cjfa-59253	211	14	saudi	saudi	ADJ
cjfa-59253	211	15	stock	stock	PROPN
cjfa-59253	211	16	exchange	exchange	NOUN
cjfa-59253	211	17	case	case	NOUN
cjfa-59253	211	18	.	.	PUNCT
cjfa-59253	212	1	international	international	ADJ
cjfa-59253	212	2	journal	journal	NOUN
cjfa-59253	212	3	of	of	ADP
cjfa-59253	212	4	advanced	advanced	ADJ
cjfa-59253	212	5	computer	computer	NOUN
cjfa-59253	212	6	science	science	NOUN
cjfa-59253	212	7	and	and	CCONJ
cjfa-59253	212	8	applications	application	NOUN
cjfa-59253	212	9	,	,	PUNCT
cjfa-59253	212	10	12(12	12(12	NUM
cjfa-59253	212	11	)	)	PUNCT
cjfa-59253	212	12	,	,	PUNCT
cjfa-59253	212	13	876–886	876–886	NUM
cjfa-59253	212	14	.	.	PUNCT
cjfa-59253	213	1	https://doi.org/10.14569/ijacsa.2021.01212106	https://doi.org/10.14569/ijacsa.2021.01212106	PROPN
cjfa-59253	213	2	.	.	PUNCT
cjfa-59253	213	3	öz	öz	PROPN
cjfa-59253	213	4	,	,	PUNCT
cjfa-59253	213	5	e.	e.	PROPN
cjfa-59253	213	6	(	(	PUNCT
cjfa-59253	213	7	2009	2009	NUM
cjfa-59253	213	8	)	)	PUNCT
cjfa-59253	213	9	.	.	PUNCT
cjfa-59253	214	1	an	an	DET
cjfa-59253	214	2	estimation	estimation	NOUN
cjfa-59253	214	3	by	by	ADP
cjfa-59253	214	4	hidden	hide	VERB
cjfa-59253	214	5	markov	markov	NOUN
cjfa-59253	214	6	model	model	NOUN
cjfa-59253	214	7	for	for	ADP
cjfa-59253	214	8	the	the	DET
cjfa-59253	214	9	istanbul	istanbul	PROPN
cjfa-59253	214	10	stock	stock	PROPN
cjfa-59253	214	11	exchange	exchange	PROPN
cjfa-59253	214	12	.	.	PUNCT
cjfa-59253	215	1	gazi	gazi	PROPN
cjfa-59253	215	2	university	university	PROPN
cjfa-59253	215	3	journal	journal	NOUN
cjfa-59253	215	4	of	of	ADP
cjfa-59253	215	5	economic	economic	ADJ
cjfa-59253	215	6	approach	approach	NOUN
cjfa-59253	215	7	,	,	PUNCT
cjfa-59253	215	8	20(72	20(72	NUM
cjfa-59253	215	9	)	)	PUNCT
cjfa-59253	215	10	,	,	PUNCT
cjfa-59253	215	11	59–85	59–85	NUM
cjfa-59253	215	12	.	.	PUNCT
cjfa-59253	216	1	https://doi.org/10.5455/	https://doi.org/10.5455/	PROPN
cjfa-59253	216	2	ey.10692	ey.10692	PROPN
cjfa-59253	216	3	.	.	PUNCT
cjfa-59253	217	1	https://doi.org/10.1198/073500101316970403	https://doi.org/10.1198/073500101316970403	NOUN
cjfa-59253	217	2	https://doi.org/10.1198/073500101316970403	https://doi.org/10.1198/073500101316970403	NOUN
cjfa-59253	217	3	http://dx.doi.org/10.14569/ijacsa.2021.01212106	http://dx.doi.org/10.14569/ijacsa.2021.01212106	ADJ
cjfa-59253	217	4	http://dx.doi.org/10.5455/ey.10692	http://dx.doi.org/10.5455/ey.10692	PROPN
cjfa-59253	217	5	http://dx.doi.org/10.5455/ey.10692	http://dx.doi.org/10.5455/ey.10692	PROPN
cjfa-59253	217	6	effectiveness	effectiveness	NOUN
cjfa-59253	217	7	of	of	ADP
cjfa-59253	217	8	open	open	ADJ
cjfa-59253	217	9	,	,	PUNCT
cjfa-59253	217	10	high	high	ADJ
cjfa-59253	217	11	and	and	CCONJ
cjfa-59253	217	12	low	low	ADJ
cjfa-59253	217	13	prices	price	NOUN
cjfa-59253	217	14	in	in	ADP
cjfa-59253	217	15	stock	stock	NOUN
cjfa-59253	217	16	market	market	NOUN
cjfa-59253	217	17	…	…	PUNCT
cjfa-59253	217	18	9393	9393	NUM
cjfa-59253	217	19	park	park	NOUN
cjfa-59253	217	20	,	,	PUNCT
cjfa-59253	217	21	y.s	y.s	PROPN
cjfa-59253	217	22	.	.	PROPN
cjfa-59253	217	23	,	,	PUNCT
cjfa-59253	217	24	konge	konge	PROPN
cjfa-59253	217	25	,	,	PUNCT
cjfa-59253	217	26	l.	l.	PROPN
cjfa-59253	217	27	,	,	PUNCT
cjfa-59253	217	28	&	&	CCONJ
cjfa-59253	217	29	artino	artino	PROPN
cjfa-59253	217	30	jr	jr	PROPN
cjfa-59253	217	31	,	,	PUNCT
cjfa-59253	217	32	a.r	a.r	PROPN
cjfa-59253	217	33	.	.	PROPN
cjfa-59253	217	34	(	(	PUNCT
cjfa-59253	217	35	2020	2020	NUM
cjfa-59253	217	36	)	)	PUNCT
cjfa-59253	217	37	.	.	PUNCT
cjfa-59253	218	1	the	the	DET
cjfa-59253	218	2	positivism	positivism	NOUN
cjfa-59253	218	3	paradigm	paradigm	NOUN
cjfa-59253	218	4	of	of	ADP
cjfa-59253	218	5	research	research	NOUN
cjfa-59253	218	6	.	.	PUNCT
cjfa-59253	219	1	academic	academic	ADJ
cjfa-59253	219	2	medicine	medicine	NOUN
cjfa-59253	219	3	,	,	PUNCT
cjfa-59253	219	4	95(5	95(5	NUM
cjfa-59253	219	5	)	)	PUNCT
cjfa-59253	219	6	,	,	PUNCT
cjfa-59253	219	7	690–694	690–694	NUM
cjfa-59253	219	8	.	.	PUNCT
cjfa-59253	220	1	https://doi.org/10.1097/acm.0000000000003093	https://doi.org/10.1097/acm.0000000000003093	PROPN
cjfa-59253	220	2	.	.	PUNCT
cjfa-59253	220	3	ringmu	ringmu	PROPN
cjfa-59253	220	4	,	,	PUNCT
cjfa-59253	220	5	h.s	h.s	PROPN
cjfa-59253	220	6	.	.	PROPN
cjfa-59253	220	7	,	,	PUNCT
cjfa-59253	220	8	&	&	CCONJ
cjfa-59253	220	9	oumar	oumar	PROPN
cjfa-59253	220	10	,	,	PUNCT
cjfa-59253	220	11	s.b	s.b	PROPN
cjfa-59253	220	12	.	.	PROPN
cjfa-59253	220	13	(	(	PUNCT
cjfa-59253	220	14	2022	2022	NUM
cjfa-59253	220	15	)	)	PUNCT
cjfa-59253	220	16	.	.	PUNCT
cjfa-59253	221	1	forecasting	forecast	VERB
cjfa-59253	221	2	stock	stock	NOUN
cjfa-59253	221	3	prices	price	NOUN
cjfa-59253	221	4	in	in	ADP
cjfa-59253	221	5	the	the	DET
cjfa-59253	221	6	new	new	PROPN
cjfa-59253	221	7	york	york	PROPN
cjfa-59253	221	8	stock	stock	PROPN
cjfa-59253	221	9	exchange	exchange	PROPN
cjfa-59253	221	10	.	.	PUNCT
cjfa-59253	222	1	journal	journal	PROPN
cjfa-59253	222	2	of	of	ADP
cjfa-59253	222	3	economics	economic	NOUN
cjfa-59253	222	4	bibliography	bibliography	NOUN
cjfa-59253	222	5	,	,	PUNCT
cjfa-59253	222	6	9(1	9(1	NUM
cjfa-59253	222	7	)	)	PUNCT
cjfa-59253	222	8	,	,	PUNCT
cjfa-59253	222	9	1–20	1–20	PROPN
cjfa-59253	222	10	.	.	PUNCT
cjfa-59253	223	1	https://doi.org/10.1453/jeb	https://doi.org/10.1453/jeb	NOUN
cjfa-59253	223	2	.	.	PUNCT
cjfa-59253	224	1	v9i1.2269	v9i1.2269	PROPN
cjfa-59253	224	2	.	.	PUNCT
cjfa-59253	225	1	yavuz	yavuz	PROPN
cjfa-59253	225	2	,	,	PUNCT
cjfa-59253	225	3	m.	m.	NOUN
cjfa-59253	225	4	(	(	PUNCT
cjfa-59253	225	5	2019	2019	NUM
cjfa-59253	225	6	)	)	PUNCT
cjfa-59253	225	7	.	.	PUNCT
cjfa-59253	226	1	a	a	DET
cjfa-59253	226	2	markov	markov	NOUN
cjfa-59253	226	3	chain	chain	NOUN
cjfa-59253	226	4	analysis	analysis	NOUN
cjfa-59253	226	5	for	for	ADP
cjfa-59253	226	6	bist	bist	ADJ
cjfa-59253	226	7	participation	participation	NOUN
cjfa-59253	226	8	index	index	NOUN
cjfa-59253	226	9	.	.	PUNCT
cjfa-59253	227	1	balıkesir	balıkesir	PROPN
cjfa-59253	227	2	üniversitesi	üniversitesi	PROPN
cjfa-59253	227	3	fen	fen	PROPN
cjfa-59253	227	4	bilimleri	bilimleri	PROPN
cjfa-59253	227	5	enstitüsü	enstitüsü	PROPN
cjfa-59253	227	6	dergisi	dergisi	PROPN
cjfa-59253	227	7	,	,	PUNCT
cjfa-59253	227	8	21(1	21(1	NUM
cjfa-59253	227	9	)	)	PUNCT
cjfa-59253	227	10	,	,	PUNCT
cjfa-59253	227	11	1–8	1–8	X
cjfa-59253	227	12	.	.	PUNCT
cjfa-59253	228	1	https://doi.org/10.25092/	https://doi.org/10.25092/	PROPN
cjfa-59253	228	2	baunfbed.433310	baunfbed.433310	PROPN
cjfa-59253	228	3	.	.	PUNCT
cjfa-59253	229	1	http://dx.doi.org/10.1097/acm.0000000000003093	http://dx.doi.org/10.1097/acm.0000000000003093	PROPN
cjfa-59253	229	2	http://dx.doi.org/10.1453/jeb.v9i1.2269	http://dx.doi.org/10.1453/jeb.v9i1.2269	X
cjfa-59253	229	3	http://dx.doi.org/10.1453/jeb.v9i1.2269	http://dx.doi.org/10.1453/jeb.v9i1.2269	NUM
cjfa-59253	229	4	http://dx.doi.org/10.25092/baunfbed.433310	http://dx.doi.org/10.25092/baunfbed.433310	X
cjfa-59253	229	5	http://dx.doi.org/10.25092/baunfbed.433310	http://dx.doi.org/10.25092/baunfbed.433310	X