id	sid	tid	token	lemma	pos
amfbr-2071	1	1	american	american	PROPN
amfbr-2071	1	2	finance	finance	PROPN
amfbr-2071	1	3	&	&	CCONJ
amfbr-2071	1	4	banking	banking	PROPN
amfbr-2071	1	5	review	review	NOUN
amfbr-2071	1	6	8(1	8(1	NOUN
amfbr-2071	1	7	)	)	PUNCT
amfbr-2071	1	8	(	(	PUNCT
amfbr-2071	1	9	2023	2023	NUM
amfbr-2071	1	10	)	)	PUNCT
amfbr-2071	1	11	,	,	PUNCT
amfbr-2071	1	12	1	1	NUM
amfbr-2071	1	13	-	-	SYM
amfbr-2071	1	14	13	13	NUM
amfbr-2071	1	15	1	1	NUM
amfbr-2071	1	16	finance	finance	NOUN
amfbr-2071	1	17	&	&	CCONJ
amfbr-2071	1	18	banking	banking	PROPN
amfbr-2071	1	19	review	review	NOUN
amfbr-2071	1	20	afbr	afbr	ADJ
amfbr-2071	1	21	vol	vol	NOUN
amfbr-2071	1	22	8	8	NUM
amfbr-2071	1	23	no	no	DET
amfbr-2071	1	24	1	1	NUM
amfbr-2071	1	25	(	(	PUNCT
amfbr-2071	1	26	2023	2023	NUM
amfbr-2071	1	27	)	)	PUNCT
amfbr-2071	1	28	p	p	X
amfbr-2071	1	29	-	-	PUNCT
amfbr-2071	1	30	issn	issn	VERB
amfbr-2071	1	31	2576	2576	NUM
amfbr-2071	1	32	-	-	SYM
amfbr-2071	1	33	1226	1226	NUM
amfbr-2071	1	34	e	e	NOUN
amfbr-2071	1	35	-	-	NOUN
amfbr-2071	1	36	issn	issn	ADJ
amfbr-2071	1	37	2576	2576	NUM
amfbr-2071	1	38	-	-	SYM
amfbr-2071	1	39	1234	1234	NUM
amfbr-2071	1	40	available	available	ADJ
amfbr-2071	1	41	online	online	ADV
amfbr-2071	1	42	at	at	ADP
amfbr-2071	1	43	https://www.cribfb.com	https://www.cribfb.com	X
amfbr-2071	1	44	journal	journal	PROPN
amfbr-2071	1	45	homepage	homepage	NOUN
amfbr-2071	1	46	:	:	PUNCT
amfbr-2071	1	47	https://www.cribfb.com/journal/index.php/amfbr	https://www.cribfb.com/journal/index.php/amfbr	VERB
amfbr-2071	1	48	published	publish	VERB
amfbr-2071	1	49	by	by	ADP
amfbr-2071	1	50	cribfb	cribfb	PROPN
amfbr-2071	1	51	,	,	PUNCT
amfbr-2071	1	52	usa	usa	PROPN
amfbr-2071	1	53	solidity	solidity	NOUN
amfbr-2071	1	54	and	and	CCONJ
amfbr-2071	1	55	immutability	immutability	NOUN
amfbr-2071	1	56	of	of	ADP
amfbr-2071	1	57	behavioural	behavioural	ADJ
amfbr-2071	1	58	finance	finance	NOUN
amfbr-2071	1	59	theory	theory	NOUN
amfbr-2071	1	60	in	in	ADP
amfbr-2071	1	61	capital	capital	NOUN
amfbr-2071	1	62	market	market	NOUN
amfbr-2071	1	63	investment	investment	NOUN
amfbr-2071	1	64	:	:	PUNCT
amfbr-2071	1	65	a	a	DET
amfbr-2071	1	66	global	global	ADJ
amfbr-2071	1	67	perspective	perspective	PROPN
amfbr-2071	1	68	ejem	ejem	PROPN
amfbr-2071	1	69	chukwu	chukwu	PROPN
amfbr-2071	1	70	agwu	agwu	PROPN
amfbr-2071	1	71	(	(	PUNCT
amfbr-2071	1	72	a)1	a)1	PROPN
amfbr-2071	1	73	(	(	PUNCT
amfbr-2071	1	74	a	a	PRON
amfbr-2071	1	75	)	)	PUNCT
amfbr-2071	1	76	lecturer	lecturer	NOUN
amfbr-2071	1	77	,	,	PUNCT
amfbr-2071	1	78	department	department	NOUN
amfbr-2071	1	79	of	of	ADP
amfbr-2071	1	80	banking	banking	NOUN
amfbr-2071	1	81	and	and	CCONJ
amfbr-2071	1	82	finance	finance	NOUN
amfbr-2071	1	83	,	,	PUNCT
amfbr-2071	1	84	abia	abia	PROPN
amfbr-2071	1	85	state	state	PROPN
amfbr-2071	1	86	university	university	PROPN
amfbr-2071	1	87	,	,	PUNCT
amfbr-2071	1	88	uturu	uturu	PROPN
amfbr-2071	1	89	,	,	PUNCT
amfbr-2071	1	90	nigeria	nigeria	PRON
amfbr-2071	1	91	;	;	PUNCT
amfbr-2071	1	92	e	e	X
amfbr-2071	1	93	-	-	NOUN
amfbr-2071	1	94	mail	mail	NOUN
amfbr-2071	1	95	:	:	PUNCT
amfbr-2071	1	96	ecjah71@yahoo.com	ecjah71@yahoo.com	X
amfbr-2071	1	97	a	a	DET
amfbr-2071	1	98	r	r	NOUN
amfbr-2071	1	99	t	t	NOUN
amfbr-2071	2	1	i	i	PRON
amfbr-2071	2	2	c	c	NOUN
amfbr-2071	2	3	l	l	NOUN
amfbr-2071	2	4	e	e	NOUN
amfbr-2071	3	1	i	i	PRON
amfbr-2071	3	2	n	n	VERB
amfbr-2071	3	3	f	f	NOUN
amfbr-2071	3	4	o	o	NOUN
amfbr-2071	3	5	article	article	NOUN
amfbr-2071	3	6	history	history	NOUN
amfbr-2071	3	7	:	:	PUNCT
amfbr-2071	3	8	received	receive	VERB
amfbr-2071	3	9	:	:	PUNCT
amfbr-2071	3	10	2nd	2nd	PROPN
amfbr-2071	3	11	may	may	AUX
amfbr-2071	3	12	2023	2023	NUM
amfbr-2071	3	13	revised	revise	VERB
amfbr-2071	3	14	:	:	PUNCT
amfbr-2071	3	15	27th	27th	ADJ
amfbr-2071	3	16	july	july	PROPN
amfbr-2071	3	17	2023	2023	NUM
amfbr-2071	3	18	accepted	accept	VERB
amfbr-2071	3	19	:	:	PUNCT
amfbr-2071	3	20	5th	5th	ADJ
amfbr-2071	3	21	august	august	PROPN
amfbr-2071	3	22	2023	2023	NUM
amfbr-2071	3	23	published	publish	VERB
amfbr-2071	3	24	:	:	PUNCT
amfbr-2071	3	25	27th	27th	ADJ
amfbr-2071	3	26	august	august	PROPN
amfbr-2071	3	27	2023	2023	NUM
amfbr-2071	3	28	keywords	keyword	NOUN
amfbr-2071	3	29	:	:	PUNCT
amfbr-2071	3	30	behavioural	behavioural	ADJ
amfbr-2071	3	31	finance	finance	NOUN
amfbr-2071	3	32	,	,	PUNCT
amfbr-2071	3	33	random	random	ADJ
amfbr-2071	3	34	walk	walk	NOUN
amfbr-2071	3	35	,	,	PUNCT
amfbr-2071	3	36	stock	stock	NOUN
amfbr-2071	3	37	return	return	NOUN
amfbr-2071	3	38	,	,	PUNCT
amfbr-2071	3	39	investors	investor	NOUN
amfbr-2071	3	40	,	,	PUNCT
amfbr-2071	3	41	autocorrelation	autocorrelation	NOUN
amfbr-2071	3	42	test	test	NOUN
amfbr-2071	3	43	.	.	PUNCT
amfbr-2071	4	1	jel	jel	PROPN
amfbr-2071	4	2	classification	classification	NOUN
amfbr-2071	4	3	codes	code	NOUN
amfbr-2071	4	4	:	:	PUNCT
amfbr-2071	4	5	c32	c32	NOUN
amfbr-2071	4	6	,	,	PUNCT
amfbr-2071	4	7	c58	c58	PROPN
amfbr-2071	4	8	,	,	PUNCT
amfbr-2071	4	9	g14	g14	PROPN
amfbr-2071	4	10	,	,	PUNCT
amfbr-2071	4	11	g41	g41	NOUN
amfbr-2071	4	12	a	a	DET
amfbr-2071	4	13	b	b	PROPN
amfbr-2071	4	14	s	s	ADP
amfbr-2071	4	15	t	t	PROPN
amfbr-2071	4	16	r	r	NOUN
amfbr-2071	4	17	a	a	DET
amfbr-2071	4	18	c	c	NOUN
amfbr-2071	4	19	t	t	NOUN
amfbr-2071	4	20	this	this	DET
amfbr-2071	4	21	study	study	NOUN
amfbr-2071	4	22	evaluated	evaluate	VERB
amfbr-2071	4	23	the	the	DET
amfbr-2071	4	24	argument	argument	NOUN
amfbr-2071	4	25	that	that	SCONJ
amfbr-2071	4	26	the	the	DET
amfbr-2071	4	27	capital	capital	NOUN
amfbr-2071	4	28	market	market	NOUN
amfbr-2071	4	29	is	be	AUX
amfbr-2071	4	30	efficient	efficient	ADJ
amfbr-2071	4	31	such	such	ADJ
amfbr-2071	4	32	that	that	SCONJ
amfbr-2071	4	33	all	all	DET
amfbr-2071	4	34	information	information	NOUN
amfbr-2071	4	35	from	from	ADP
amfbr-2071	4	36	both	both	CCONJ
amfbr-2071	4	37	the	the	DET
amfbr-2071	4	38	past	past	NOUN
amfbr-2071	4	39	,	,	PUNCT
amfbr-2071	4	40	present	present	ADJ
amfbr-2071	4	41	,	,	PUNCT
amfbr-2071	4	42	and	and	CCONJ
amfbr-2071	4	43	unpublished	unpublished	ADJ
amfbr-2071	4	44	have	have	AUX
amfbr-2071	4	45	already	already	ADV
amfbr-2071	4	46	been	be	AUX
amfbr-2071	4	47	reflected	reflect	VERB
amfbr-2071	4	48	in	in	ADP
amfbr-2071	4	49	the	the	DET
amfbr-2071	4	50	market	market	NOUN
amfbr-2071	4	51	price	price	NOUN
amfbr-2071	4	52	of	of	ADP
amfbr-2071	4	53	security	security	NOUN
amfbr-2071	4	54	as	as	ADP
amfbr-2071	4	55	a	a	DET
amfbr-2071	4	56	guide	guide	NOUN
amfbr-2071	4	57	for	for	ADP
amfbr-2071	4	58	investors	investor	NOUN
amfbr-2071	4	59	in	in	ADP
amfbr-2071	4	60	the	the	DET
amfbr-2071	4	61	market	market	NOUN
amfbr-2071	4	62	and	and	CCONJ
amfbr-2071	4	63	that	that	SCONJ
amfbr-2071	4	64	the	the	DET
amfbr-2071	4	65	behavior	behavior	NOUN
amfbr-2071	4	66	of	of	ADP
amfbr-2071	4	67	the	the	DET
amfbr-2071	4	68	same	same	ADJ
amfbr-2071	4	69	investors	investor	NOUN
amfbr-2071	4	70	could	could	AUX
amfbr-2071	4	71	affect	affect	VERB
amfbr-2071	4	72	the	the	DET
amfbr-2071	4	73	performance	performance	NOUN
amfbr-2071	4	74	of	of	ADP
amfbr-2071	4	75	the	the	DET
amfbr-2071	4	76	market	market	NOUN
amfbr-2071	4	77	.	.	PUNCT
amfbr-2071	5	1	to	to	PART
amfbr-2071	5	2	address	address	VERB
amfbr-2071	5	3	the	the	DET
amfbr-2071	5	4	above	above	ADJ
amfbr-2071	5	5	concern	concern	NOUN
amfbr-2071	5	6	,	,	PUNCT
amfbr-2071	5	7	the	the	DET
amfbr-2071	5	8	researcher	researcher	NOUN
amfbr-2071	5	9	employed	employ	VERB
amfbr-2071	5	10	various	various	ADJ
amfbr-2071	5	11	suitable	suitable	ADJ
amfbr-2071	5	12	final	final	ADJ
amfbr-2071	5	13	metric	metric	ADJ
amfbr-2071	5	14	tools	tool	NOUN
amfbr-2071	5	15	such	such	ADJ
amfbr-2071	5	16	as	as	ADP
amfbr-2071	5	17	the	the	DET
amfbr-2071	5	18	normality	normality	NOUN
amfbr-2071	5	19	/	/	SYM
amfbr-2071	5	20	random	random	ADJ
amfbr-2071	5	21	walk	walk	NOUN
amfbr-2071	5	22	test	test	NOUN
amfbr-2071	5	23	,	,	PUNCT
amfbr-2071	5	24	variance	variance	NOUN
amfbr-2071	5	25	ratio	ratio	NOUN
amfbr-2071	5	26	test	test	NOUN
amfbr-2071	5	27	,	,	PUNCT
amfbr-2071	5	28	egarch	egarch	NOUN
amfbr-2071	5	29	models	model	NOUN
amfbr-2071	5	30	,	,	PUNCT
amfbr-2071	5	31	etc	etc	X
amfbr-2071	5	32	.	.	X
amfbr-2071	5	33	,	,	PUNCT
amfbr-2071	5	34	to	to	PART
amfbr-2071	5	35	analyze	analyze	VERB
amfbr-2071	5	36	the	the	DET
amfbr-2071	5	37	daily	daily	ADJ
amfbr-2071	5	38	historical	historical	ADJ
amfbr-2071	5	39	data	datum	NOUN
amfbr-2071	5	40	from	from	ADP
amfbr-2071	5	41	prominent	prominent	ADJ
amfbr-2071	5	42	capital	capital	NOUN
amfbr-2071	5	43	markets	market	NOUN
amfbr-2071	5	44	,	,	PUNCT
amfbr-2071	5	45	each	each	PRON
amfbr-2071	5	46	from	from	ADP
amfbr-2071	5	47	all	all	DET
amfbr-2071	5	48	the	the	DET
amfbr-2071	5	49	continents	continent	NOUN
amfbr-2071	5	50	around	around	ADP
amfbr-2071	5	51	the	the	DET
amfbr-2071	5	52	world	world	NOUN
amfbr-2071	5	53	.	.	PUNCT
amfbr-2071	6	1	from	from	ADP
amfbr-2071	6	2	the	the	DET
amfbr-2071	6	3	results	result	NOUN
amfbr-2071	6	4	of	of	ADP
amfbr-2071	6	5	these	these	DET
amfbr-2071	6	6	tools	tool	NOUN
amfbr-2071	6	7	employed	employ	VERB
amfbr-2071	6	8	,	,	PUNCT
amfbr-2071	6	9	none	none	NOUN
amfbr-2071	6	10	of	of	ADP
amfbr-2071	6	11	the	the	DET
amfbr-2071	6	12	markets	market	NOUN
amfbr-2071	6	13	under	under	ADP
amfbr-2071	6	14	study	study	NOUN
amfbr-2071	6	15	follow	follow	VERB
amfbr-2071	6	16	the	the	DET
amfbr-2071	6	17	random	random	ADJ
amfbr-2071	6	18	walk	walk	NOUN
amfbr-2071	6	19	theory	theory	NOUN
amfbr-2071	6	20	within	within	ADP
amfbr-2071	6	21	the	the	DET
amfbr-2071	6	22	scope	scope	NOUN
amfbr-2071	6	23	of	of	ADP
amfbr-2071	6	24	the	the	DET
amfbr-2071	6	25	study	study	NOUN
amfbr-2071	6	26	.	.	PUNCT
amfbr-2071	7	1	the	the	DET
amfbr-2071	7	2	results	result	NOUN
amfbr-2071	7	3	of	of	ADP
amfbr-2071	7	4	egarch	egarch	NOUN
amfbr-2071	7	5	and	and	CCONJ
amfbr-2071	7	6	volatility	volatility	NOUN
amfbr-2071	7	7	clustering	clustering	NOUN
amfbr-2071	7	8	tests	test	NOUN
amfbr-2071	7	9	also	also	ADV
amfbr-2071	7	10	revealed	reveal	VERB
amfbr-2071	7	11	that	that	SCONJ
amfbr-2071	7	12	all	all	DET
amfbr-2071	7	13	the	the	DET
amfbr-2071	7	14	countries	country	NOUN
amfbr-2071	7	15	under	under	ADP
amfbr-2071	7	16	study	study	NOUN
amfbr-2071	7	17	exhibited	exhibit	VERB
amfbr-2071	7	18	the	the	DET
amfbr-2071	7	19	property	property	NOUN
amfbr-2071	7	20	of	of	ADP
amfbr-2071	7	21	stock	stock	NOUN
amfbr-2071	7	22	returns	return	NOUN
amfbr-2071	7	23	distribution	distribution	NOUN
amfbr-2071	7	24	called	call	VERB
amfbr-2071	7	25	volatility	volatility	NOUN
amfbr-2071	7	26	clustering	clustering	NOUN
amfbr-2071	7	27	or	or	CCONJ
amfbr-2071	7	28	volatility	volatility	NOUN
amfbr-2071	7	29	pooling	pooling	NOUN
amfbr-2071	7	30	,	,	PUNCT
amfbr-2071	7	31	a	a	DET
amfbr-2071	7	32	kind	kind	NOUN
amfbr-2071	7	33	of	of	ADP
amfbr-2071	7	34	heteroscedasticity	heteroscedasticity	NOUN
amfbr-2071	7	35	,	,	PUNCT
amfbr-2071	7	36	suggesting	suggest	VERB
amfbr-2071	7	37	the	the	DET
amfbr-2071	7	38	nonconformity	nonconformity	NOUN
amfbr-2071	7	39	of	of	ADP
amfbr-2071	7	40	the	the	DET
amfbr-2071	7	41	random	random	ADJ
amfbr-2071	7	42	walk	walk	NOUN
amfbr-2071	7	43	theory	theory	NOUN
amfbr-2071	7	44	.	.	PUNCT
amfbr-2071	8	1	the	the	DET
amfbr-2071	8	2	failure	failure	NOUN
amfbr-2071	8	3	of	of	ADP
amfbr-2071	8	4	the	the	DET
amfbr-2071	8	5	various	various	ADJ
amfbr-2071	8	6	results	result	NOUN
amfbr-2071	8	7	to	to	PART
amfbr-2071	8	8	corroborate	corroborate	VERB
amfbr-2071	8	9	the	the	DET
amfbr-2071	8	10	random	random	ADJ
amfbr-2071	8	11	walk	walk	NOUN
amfbr-2071	8	12	theory	theory	NOUN
amfbr-2071	8	13	shows	show	VERB
amfbr-2071	8	14	that	that	SCONJ
amfbr-2071	8	15	investors	investor	NOUN
amfbr-2071	8	16	are	be	AUX
amfbr-2071	8	17	rational	rational	ADJ
amfbr-2071	8	18	and	and	CCONJ
amfbr-2071	8	19	unpredictable	unpredictable	ADJ
amfbr-2071	8	20	.	.	PUNCT
amfbr-2071	9	1	these	these	DET
amfbr-2071	9	2	results	result	NOUN
amfbr-2071	9	3	have	have	AUX
amfbr-2071	9	4	rightly	rightly	ADV
amfbr-2071	9	5	positioned	position	VERB
amfbr-2071	9	6	the	the	DET
amfbr-2071	9	7	behavioral	behavioral	ADJ
amfbr-2071	9	8	finance	finance	NOUN
amfbr-2071	9	9	theory	theory	NOUN
amfbr-2071	9	10	as	as	ADP
amfbr-2071	9	11	a	a	DET
amfbr-2071	9	12	veritable	veritable	ADJ
amfbr-2071	9	13	tool	tool	NOUN
amfbr-2071	9	14	that	that	PRON
amfbr-2071	9	15	can	can	AUX
amfbr-2071	9	16	guide	guide	VERB
amfbr-2071	9	17	economic	economic	ADJ
amfbr-2071	9	18	agents	agent	NOUN
amfbr-2071	9	19	on	on	ADP
amfbr-2071	9	20	capital	capital	NOUN
amfbr-2071	9	21	market	market	NOUN
amfbr-2071	9	22	investment	investment	NOUN
amfbr-2071	9	23	decisions	decision	NOUN
amfbr-2071	9	24	.	.	PUNCT
amfbr-2071	10	1	that	that	PRON
amfbr-2071	10	2	means	mean	VERB
amfbr-2071	10	3	the	the	DET
amfbr-2071	10	4	behavior	behavior	NOUN
amfbr-2071	10	5	of	of	ADP
amfbr-2071	10	6	investors	investor	NOUN
amfbr-2071	10	7	makes	make	VERB
amfbr-2071	10	8	share	share	NOUN
amfbr-2071	10	9	prices	price	NOUN
amfbr-2071	10	10	deviate	deviate	VERB
amfbr-2071	10	11	from	from	ADP
amfbr-2071	10	12	the	the	DET
amfbr-2071	10	13	economic	economic	ADJ
amfbr-2071	10	14	fundamentals	fundamental	NOUN
amfbr-2071	10	15	or	or	CCONJ
amfbr-2071	10	16	assumptions	assumption	NOUN
amfbr-2071	10	17	.	.	PUNCT
amfbr-2071	11	1	considering	consider	VERB
amfbr-2071	11	2	the	the	DET
amfbr-2071	11	3	above	above	ADJ
amfbr-2071	11	4	findings	finding	NOUN
amfbr-2071	11	5	,	,	PUNCT
amfbr-2071	11	6	the	the	DET
amfbr-2071	11	7	researcher	researcher	NOUN
amfbr-2071	11	8	boldly	boldly	ADV
amfbr-2071	11	9	advocates	advocate	VERB
amfbr-2071	11	10	for	for	ADP
amfbr-2071	11	11	a	a	DET
amfbr-2071	11	12	paradigm	paradigm	NOUN
amfbr-2071	11	13	shift	shift	NOUN
amfbr-2071	11	14	to	to	ADP
amfbr-2071	11	15	behavioral	behavioral	ADJ
amfbr-2071	11	16	finance	finance	NOUN
amfbr-2071	11	17	theory	theory	NOUN
amfbr-2071	11	18	,	,	PUNCT
amfbr-2071	11	19	where	where	SCONJ
amfbr-2071	11	20	emotions	emotion	NOUN
amfbr-2071	11	21	and	and	CCONJ
amfbr-2071	11	22	psychology	psychology	NOUN
amfbr-2071	11	23	or	or	CCONJ
amfbr-2071	11	24	mindsets	mindset	NOUN
amfbr-2071	11	25	of	of	ADP
amfbr-2071	11	26	investors	investor	NOUN
amfbr-2071	11	27	influence	influence	VERB
amfbr-2071	11	28	the	the	DET
amfbr-2071	11	29	investment	investment	NOUN
amfbr-2071	11	30	decision	decision	NOUN
amfbr-2071	11	31	-	-	PUNCT
amfbr-2071	11	32	making	make	VERB
amfbr-2071	11	33	process	process	NOUN
amfbr-2071	11	34	and	and	CCONJ
amfbr-2071	11	35	financial	financial	ADJ
amfbr-2071	11	36	markets	market	NOUN
amfbr-2071	11	37	,	,	PUNCT
amfbr-2071	11	38	hence	hence	ADV
amfbr-2071	11	39	a	a	DET
amfbr-2071	11	40	veritable	veritable	ADJ
amfbr-2071	11	41	guide	guide	NOUN
amfbr-2071	11	42	for	for	ADP
amfbr-2071	11	43	decisions	decision	NOUN
amfbr-2071	11	44	on	on	ADP
amfbr-2071	11	45	stock	stock	NOUN
amfbr-2071	11	46	market	market	NOUN
amfbr-2071	11	47	investments	investment	NOUN
amfbr-2071	11	48	.	.	PUNCT
amfbr-2071	12	1	therefore	therefore	ADV
amfbr-2071	12	2	,	,	PUNCT
amfbr-2071	12	3	the	the	DET
amfbr-2071	12	4	researcher	researcher	NOUN
amfbr-2071	12	5	suggested	suggest	VERB
amfbr-2071	12	6	that	that	SCONJ
amfbr-2071	12	7	emotional	emotional	ADJ
amfbr-2071	12	8	and	and	CCONJ
amfbr-2071	12	9	psychological	psychological	ADJ
amfbr-2071	12	10	checks	check	NOUN
amfbr-2071	12	11	be	be	AUX
amfbr-2071	12	12	carried	carry	VERB
amfbr-2071	12	13	out	out	ADP
amfbr-2071	12	14	on	on	ADP
amfbr-2071	12	15	all	all	DET
amfbr-2071	12	16	stock	stock	NOUN
amfbr-2071	12	17	market	market	NOUN
amfbr-2071	12	18	investors	investor	NOUN
amfbr-2071	12	19	,	,	PUNCT
amfbr-2071	12	20	mainly	mainly	ADV
amfbr-2071	12	21	when	when	SCONJ
amfbr-2071	12	22	an	an	DET
amfbr-2071	12	23	innovation	innovation	NOUN
amfbr-2071	12	24	or	or	CCONJ
amfbr-2071	12	25	new	new	ADJ
amfbr-2071	12	26	policy	policy	NOUN
amfbr-2071	12	27	is	be	AUX
amfbr-2071	12	28	promulgated	promulgate	VERB
amfbr-2071	12	29	.	.	PUNCT
amfbr-2071	13	1	©	©	ADP
amfbr-2071	13	2	2023	2023	NUM
amfbr-2071	13	3	by	by	ADP
amfbr-2071	13	4	the	the	DET
amfbr-2071	13	5	authors	author	NOUN
amfbr-2071	13	6	.	.	PUNCT
amfbr-2071	14	1	licensee	licensee	PROPN
amfbr-2071	14	2	cribfb	cribfb	PROPN
amfbr-2071	14	3	,	,	PUNCT
amfbr-2071	14	4	usa	usa	PROPN
amfbr-2071	14	5	.	.	PROPN
amfbr-2071	15	1	this	this	DET
amfbr-2071	15	2	article	article	NOUN
amfbr-2071	15	3	is	be	AUX
amfbr-2071	15	4	an	an	DET
amfbr-2071	15	5	open	open	ADJ
amfbr-2071	15	6	access	access	NOUN
amfbr-2071	15	7	article	article	NOUN
amfbr-2071	15	8	distributed	distribute	VERB
amfbr-2071	15	9	under	under	ADP
amfbr-2071	15	10	the	the	DET
amfbr-2071	15	11	terms	term	NOUN
amfbr-2071	15	12	and	and	CCONJ
amfbr-2071	15	13	conditions	condition	NOUN
amfbr-2071	15	14	of	of	ADP
amfbr-2071	15	15	the	the	DET
amfbr-2071	15	16	creative	creative	ADJ
amfbr-2071	15	17	commons	common	NOUN
amfbr-2071	15	18	attribution	attribution	NOUN
amfbr-2071	15	19	(	(	PUNCT
amfbr-2071	15	20	cc	cc	NOUN
amfbr-2071	15	21	by	by	ADP
amfbr-2071	15	22	)	)	PUNCT
amfbr-2071	15	23	license	license	NOUN
amfbr-2071	15	24	(	(	PUNCT
amfbr-2071	15	25	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
amfbr-2071	15	26	)	)	PUNCT
amfbr-2071	15	27	.	.	PUNCT
amfbr-2071	16	1	introduction	introduction	NOUN
amfbr-2071	16	2	most	most	ADV
amfbr-2071	16	3	scholarly	scholarly	ADJ
amfbr-2071	16	4	papers	paper	NOUN
amfbr-2071	16	5	on	on	ADP
amfbr-2071	16	6	the	the	DET
amfbr-2071	16	7	performance	performance	NOUN
amfbr-2071	16	8	and	and	CCONJ
amfbr-2071	16	9	behaviour	behaviour	NOUN
amfbr-2071	16	10	of	of	ADP
amfbr-2071	16	11	capital	capital	NOUN
amfbr-2071	16	12	market	market	NOUN
amfbr-2071	16	13	returns	return	NOUN
amfbr-2071	16	14	around	around	ADP
amfbr-2071	16	15	the	the	DET
amfbr-2071	16	16	world	world	NOUN
amfbr-2071	16	17	are	be	AUX
amfbr-2071	16	18	inundated	inundate	VERB
amfbr-2071	16	19	and	and	CCONJ
amfbr-2071	16	20	anchored	anchor	VERB
amfbr-2071	16	21	on	on	ADP
amfbr-2071	16	22	the	the	DET
amfbr-2071	16	23	efficient	efficient	ADJ
amfbr-2071	16	24	market	market	NOUN
amfbr-2071	16	25	hypothesis	hypothesis	NOUN
amfbr-2071	16	26	and	and	CCONJ
amfbr-2071	16	27	have	have	AUX
amfbr-2071	16	28	resulted	result	VERB
amfbr-2071	16	29	in	in	ADP
amfbr-2071	16	30	endless	endless	ADJ
amfbr-2071	16	31	controversy	controversy	NOUN
amfbr-2071	16	32	on	on	ADP
amfbr-2071	16	33	whether	whether	SCONJ
amfbr-2071	16	34	the	the	DET
amfbr-2071	16	35	market	market	NOUN
amfbr-2071	16	36	is	be	AUX
amfbr-2071	16	37	efficient	efficient	ADJ
amfbr-2071	16	38	in	in	ADP
amfbr-2071	16	39	any	any	PRON
amfbr-2071	16	40	of	of	ADP
amfbr-2071	16	41	its	its	PRON
amfbr-2071	16	42	forms	form	NOUN
amfbr-2071	16	43	.	.	PUNCT
amfbr-2071	17	1	a	a	DET
amfbr-2071	17	2	good	good	ADJ
amfbr-2071	17	3	number	number	NOUN
amfbr-2071	17	4	of	of	ADP
amfbr-2071	17	5	scholars	scholar	NOUN
amfbr-2071	17	6	have	have	VERB
amfbr-2071	17	7	the	the	DET
amfbr-2071	17	8	belief	belief	NOUN
amfbr-2071	17	9	that	that	SCONJ
amfbr-2071	17	10	the	the	DET
amfbr-2071	17	11	market	market	NOUN
amfbr-2071	17	12	should	should	AUX
amfbr-2071	17	13	always	always	ADV
amfbr-2071	17	14	follow	follow	VERB
amfbr-2071	17	15	a	a	DET
amfbr-2071	17	16	random	random	ADJ
amfbr-2071	17	17	walk	walk	NOUN
amfbr-2071	17	18	theory	theory	NOUN
amfbr-2071	17	19	,	,	PUNCT
amfbr-2071	17	20	where	where	SCONJ
amfbr-2071	17	21	no	no	DET
amfbr-2071	17	22	investor	investor	NOUN
amfbr-2071	17	23	usurps	usurp	VERB
amfbr-2071	17	24	the	the	DET
amfbr-2071	17	25	information	information	NOUN
amfbr-2071	17	26	available	available	ADJ
amfbr-2071	17	27	to	to	PART
amfbr-2071	17	28	make	make	VERB
amfbr-2071	17	29	abnormal	abnormal	ADJ
amfbr-2071	17	30	profit	profit	NOUN
amfbr-2071	17	31	since	since	SCONJ
amfbr-2071	17	32	all	all	DET
amfbr-2071	17	33	information	information	NOUN
amfbr-2071	17	34	both	both	CCONJ
amfbr-2071	17	35	from	from	ADP
amfbr-2071	17	36	previous	previous	ADJ
amfbr-2071	17	37	and	and	CCONJ
amfbr-2071	17	38	current	current	ADJ
amfbr-2071	17	39	as	as	ADV
amfbr-2071	17	40	well	well	ADV
amfbr-2071	17	41	as	as	ADP
amfbr-2071	17	42	information	information	NOUN
amfbr-2071	17	43	available	available	ADJ
amfbr-2071	17	44	and	and	CCONJ
amfbr-2071	17	45	knowable	knowable	ADJ
amfbr-2071	17	46	in	in	ADP
amfbr-2071	17	47	the	the	DET
amfbr-2071	17	48	future	future	NOUN
amfbr-2071	17	49	have	have	AUX
amfbr-2071	17	50	already	already	ADV
amfbr-2071	17	51	reflected	reflect	VERB
amfbr-2071	17	52	in	in	ADP
amfbr-2071	17	53	the	the	DET
amfbr-2071	17	54	market	market	NOUN
amfbr-2071	17	55	price	price	NOUN
amfbr-2071	17	56	of	of	ADP
amfbr-2071	17	57	the	the	DET
amfbr-2071	17	58	security	security	NOUN
amfbr-2071	17	59	.	.	PUNCT
amfbr-2071	18	1	however	however	ADV
amfbr-2071	18	2	,	,	PUNCT
amfbr-2071	18	3	some	some	DET
amfbr-2071	18	4	scholars	scholar	NOUN
amfbr-2071	18	5	are	be	AUX
amfbr-2071	18	6	of	of	ADP
amfbr-2071	18	7	the	the	DET
amfbr-2071	18	8	opinion	opinion	NOUN
amfbr-2071	18	9	that	that	SCONJ
amfbr-2071	18	10	the	the	DET
amfbr-2071	18	11	behaviour	behaviour	NOUN
amfbr-2071	18	12	of	of	ADP
amfbr-2071	18	13	investors	investor	NOUN
amfbr-2071	18	14	could	could	AUX
amfbr-2071	18	15	affect	affect	VERB
amfbr-2071	18	16	the	the	DET
amfbr-2071	18	17	performance	performance	NOUN
amfbr-2071	18	18	of	of	ADP
amfbr-2071	18	19	the	the	DET
amfbr-2071	18	20	market	market	NOUN
amfbr-2071	18	21	,	,	PUNCT
amfbr-2071	18	22	hence	hence	ADV
amfbr-2071	18	23	the	the	DET
amfbr-2071	18	24	behavioural	behavioural	ADJ
amfbr-2071	18	25	finance	finance	NOUN
amfbr-2071	18	26	theory	theory	NOUN
amfbr-2071	18	27	,	,	PUNCT
amfbr-2071	18	28	that	that	PRON
amfbr-2071	18	29	sees	see	VERB
amfbr-2071	18	30	investors	investor	NOUN
amfbr-2071	18	31	as	as	ADP
amfbr-2071	18	32	both	both	CCONJ
amfbr-2071	18	33	rational	rational	ADJ
amfbr-2071	18	34	and	and	CCONJ
amfbr-2071	18	35	exhibit	exhibit	VERB
amfbr-2071	18	36	behavioural	behavioural	ADJ
amfbr-2071	18	37	biasness	biasness	NOUN
amfbr-2071	18	38	while	while	SCONJ
amfbr-2071	18	39	evaluating	evaluate	VERB
amfbr-2071	18	40	and	and	CCONJ
amfbr-2071	18	41	pricing	pricing	NOUN
amfbr-2071	18	42	securities	security	NOUN
amfbr-2071	18	43	and	and	CCONJ
amfbr-2071	18	44	that	that	SCONJ
amfbr-2071	18	45	financial	financial	ADJ
amfbr-2071	18	46	markets	market	NOUN
amfbr-2071	18	47	are	be	AUX
amfbr-2071	18	48	informationally	informationally	ADV
amfbr-2071	18	49	inefficient	inefficient	ADJ
amfbr-2071	18	50	(	(	PUNCT
amfbr-2071	18	51	kumar	kumar	PROPN
amfbr-2071	18	52	,	,	PUNCT
amfbr-2071	18	53	2017	2017	NUM
amfbr-2071	18	54	)	)	PUNCT
amfbr-2071	18	55	.	.	PUNCT
amfbr-2071	19	1	the	the	DET
amfbr-2071	19	2	random	random	ADJ
amfbr-2071	19	3	walk	walk	NOUN
amfbr-2071	19	4	hypothesis	hypothesis	NOUN
amfbr-2071	19	5	was	be	AUX
amfbr-2071	19	6	first	first	ADV
amfbr-2071	19	7	formalized	formalize	VERB
amfbr-2071	19	8	by	by	ADP
amfbr-2071	19	9	a	a	DET
amfbr-2071	19	10	french	french	ADJ
amfbr-2071	19	11	mathematician	mathematician	ADJ
amfbr-2071	19	12	bachelier	bachelier	NOUN
amfbr-2071	19	13	(	(	PUNCT
amfbr-2071	19	14	1900	1900	NUM
amfbr-2071	19	15	)	)	PUNCT
amfbr-2071	19	16	who	who	PRON
amfbr-2071	19	17	presented	present	VERB
amfbr-2071	19	18	convincing	convincing	ADJ
amfbr-2071	19	19	evidence	evidence	NOUN
amfbr-2071	19	20	that	that	SCONJ
amfbr-2071	19	21	commodity	commodity	NOUN
amfbr-2071	19	22	speculation	speculation	NOUN
amfbr-2071	19	23	in	in	ADP
amfbr-2071	19	24	france	france	PROPN
amfbr-2071	19	25	was	be	AUX
amfbr-2071	19	26	a	a	DET
amfbr-2071	19	27	"	"	PUNCT
amfbr-2071	19	28	fair	fair	ADJ
amfbr-2071	19	29	game	game	NOUN
amfbr-2071	19	30	"	"	PUNCT
amfbr-2071	19	31	meaning	mean	VERB
amfbr-2071	19	32	that	that	SCONJ
amfbr-2071	19	33	neither	neither	CCONJ
amfbr-2071	19	34	buyers	buyer	NOUN
amfbr-2071	19	35	nor	nor	CCONJ
amfbr-2071	19	36	sellers	seller	NOUN
amfbr-2071	19	37	could	could	AUX
amfbr-2071	19	38	expect	expect	VERB
amfbr-2071	19	39	to	to	PART
amfbr-2071	19	40	make	make	VERB
amfbr-2071	19	41	profit	profit	NOUN
amfbr-2071	19	42	.	.	PUNCT
amfbr-2071	20	1	the	the	DET
amfbr-2071	20	2	induction	induction	NOUN
amfbr-2071	20	3	for	for	ADP
amfbr-2071	20	4	random	random	ADJ
amfbr-2071	20	5	walk	walk	NOUN
amfbr-2071	20	6	hypothesis	hypothesis	NOUN
amfbr-2071	20	7	is	be	AUX
amfbr-2071	20	8	a	a	DET
amfbr-2071	20	9	variation	variation	NOUN
amfbr-2071	20	10	on	on	ADP
amfbr-2071	20	11	the	the	DET
amfbr-2071	20	12	economists	economist	NOUN
amfbr-2071	20	13	’	’	PART
amfbr-2071	20	14	classical	classical	ADJ
amfbr-2071	20	15	efficiency	efficiency	NOUN
amfbr-2071	20	16	argument	argument	NOUN
amfbr-2071	20	17	which	which	PRON
amfbr-2071	20	18	holds	hold	VERB
amfbr-2071	20	19	that	that	SCONJ
amfbr-2071	20	20	$	$	SYM
amfbr-2071	20	21	100	100	NUM
amfbr-2071	20	22	bill	bill	NOUN
amfbr-2071	20	23	will	will	AUX
amfbr-2071	20	24	never	never	ADV
amfbr-2071	20	25	be	be	AUX
amfbr-2071	20	26	found	find	VERB
amfbr-2071	20	27	lying	lie	VERB
amfbr-2071	20	28	on	on	ADP
amfbr-2071	20	29	the	the	DET
amfbr-2071	20	30	sidewalk	sidewalk	NOUN
amfbr-2071	20	31	because	because	SCONJ
amfbr-2071	20	32	someone	someone	PRON
amfbr-2071	20	33	else	else	ADV
amfbr-2071	20	34	would	would	AUX
amfbr-2071	20	35	have	have	AUX
amfbr-2071	20	36	packed	pack	VERB
amfbr-2071	20	37	it	it	PRON
amfbr-2071	20	38	up	up	ADP
amfbr-2071	20	39	first	first	ADV
amfbr-2071	20	40	.	.	PUNCT
amfbr-2071	21	1	this	this	DET
amfbr-2071	21	2	intuition	intuition	NOUN
amfbr-2071	21	3	incited	incite	VERB
amfbr-2071	21	4	study	study	NOUN
amfbr-2071	21	5	on	on	ADP
amfbr-2071	21	6	the	the	DET
amfbr-2071	21	7	issue	issue	NOUN
amfbr-2071	21	8	and	and	CCONJ
amfbr-2071	21	9	for	for	ADP
amfbr-2071	21	10	the	the	DET
amfbr-2071	21	11	past	past	ADJ
amfbr-2071	21	12	century	century	NOUN
amfbr-2071	21	13	it	it	PRON
amfbr-2071	21	14	has	have	AUX
amfbr-2071	21	15	been	be	AUX
amfbr-2071	21	16	exhaustively	exhaustively	ADV
amfbr-2071	21	17	debated	debate	VERB
amfbr-2071	21	18	upon	upon	SCONJ
amfbr-2071	21	19	.	.	PUNCT
amfbr-2071	22	1	pearson	pearson	PROPN
amfbr-2071	22	2	(	(	PUNCT
amfbr-2071	22	3	1905	1905	NUM
amfbr-2071	22	4	)	)	PUNCT
amfbr-2071	22	5	become	become	VERB
amfbr-2071	22	6	perplexed	perplexed	ADJ
amfbr-2071	22	7	by	by	ADP
amfbr-2071	22	8	the	the	DET
amfbr-2071	22	9	problem	problem	NOUN
amfbr-2071	22	10	of	of	ADP
amfbr-2071	22	11	the	the	DET
amfbr-2071	22	12	random	random	ADJ
amfbr-2071	22	13	walk	walk	NOUN
amfbr-2071	22	14	and	and	CCONJ
amfbr-2071	22	15	after	after	ADP
amfbr-2071	22	16	making	make	VERB
amfbr-2071	22	17	some	some	DET
amfbr-2071	22	18	analytical	analytical	ADJ
amfbr-2071	22	19	observations	observation	NOUN
amfbr-2071	22	20	appealed	appeal	VERB
amfbr-2071	22	21	to	to	ADP
amfbr-2071	22	22	the	the	DET
amfbr-2071	22	23	readers	reader	NOUN
amfbr-2071	22	24	of	of	ADP
amfbr-2071	22	25	nature	nature	NOUN
amfbr-2071	22	26	for	for	ADP
amfbr-2071	22	27	a	a	DET
amfbr-2071	22	28	solution	solution	NOUN
amfbr-2071	22	29	as	as	SCONJ
amfbr-2071	22	30	the	the	DET
amfbr-2071	22	31	problem	problem	NOUN
amfbr-2071	22	32	was	be	AUX
amfbr-2071	22	33	of	of	ADP
amfbr-2071	22	34	considerable	considerable	ADJ
amfbr-2071	22	35	interest	interest	NOUN
amfbr-2071	22	36	to	to	ADP
amfbr-2071	22	37	him	he	PRON
amfbr-2071	22	38	.	.	PUNCT
amfbr-2071	23	1	the	the	DET
amfbr-2071	23	2	random	random	ADJ
amfbr-2071	23	3	walk	walk	NOUN
amfbr-2071	23	4	,	,	PUNCT
amfbr-2071	23	5	also	also	ADV
amfbr-2071	23	6	known	know	VERB
amfbr-2071	23	7	as	as	ADP
amfbr-2071	23	8	the	the	DET
amfbr-2071	23	9	drunkard	drunkard	NOUN
amfbr-2071	23	10	’s	’s	PART
amfbr-2071	23	11	walk	walk	NOUN
amfbr-2071	23	12	,	,	PUNCT
amfbr-2071	23	13	is	be	AUX
amfbr-2071	23	14	central	central	ADJ
amfbr-2071	23	15	to	to	PART
amfbr-2071	23	16	probability	probability	VERB
amfbr-2071	23	17	1corresponding	1corresponding	NUM
amfbr-2071	23	18	author	author	NOUN
amfbr-2071	23	19	:	:	PUNCT
amfbr-2071	23	20	orcid	orcid	PROPN
amfbr-2071	23	21	i	i	PRON
amfbr-2071	23	22	d	d	NOUN
amfbr-2071	23	23	:	:	PUNCT
amfbr-2071	23	24	0000	0000	NUM
amfbr-2071	23	25	-	-	PUNCT
amfbr-2071	23	26	0003	0003	NUM
amfbr-2071	23	27	-	-	PUNCT
amfbr-2071	23	28	4970	4970	NUM
amfbr-2071	23	29	-	-	SYM
amfbr-2071	23	30	6947	6947	NUM
amfbr-2071	23	31	©	©	PROPN
amfbr-2071	23	32	2023	2023	NUM
amfbr-2071	23	33	by	by	ADP
amfbr-2071	23	34	the	the	DET
amfbr-2071	23	35	authors	author	NOUN
amfbr-2071	23	36	.	.	PUNCT
amfbr-2071	24	1	hosting	host	VERB
amfbr-2071	24	2	by	by	ADP
amfbr-2071	24	3	cribfb	cribfb	PROPN
amfbr-2071	24	4	.	.	PUNCT
amfbr-2071	25	1	peer	peer	NOUN
amfbr-2071	25	2	review	review	NOUN
amfbr-2071	25	3	under	under	ADP
amfbr-2071	25	4	responsibility	responsibility	NOUN
amfbr-2071	25	5	of	of	ADP
amfbr-2071	25	6	cribfb	cribfb	PROPN
amfbr-2071	25	7	,	,	PUNCT
amfbr-2071	25	8	usa	usa	PROPN
amfbr-2071	25	9	.	.	PROPN
amfbr-2071	25	10	https://doi.org/10.46281/amfbr.v8i1.2071	https://doi.org/10.46281/amfbr.v8i1.2071	PROPN
amfbr-2071	25	11	to	to	PART
amfbr-2071	25	12	cite	cite	VERB
amfbr-2071	25	13	this	this	DET
amfbr-2071	25	14	article	article	NOUN
amfbr-2071	25	15	:	:	PUNCT
amfbr-2071	25	16	agwu	agwu	PROPN
amfbr-2071	25	17	,	,	PUNCT
amfbr-2071	25	18	e.	e.	PROPN
amfbr-2071	25	19	c.	c.	PROPN
amfbr-2071	25	20	(	(	PUNCT
amfbr-2071	25	21	2023	2023	NUM
amfbr-2071	25	22	)	)	PUNCT
amfbr-2071	25	23	.	.	PUNCT
amfbr-2071	26	1	solidity	solidity	NOUN
amfbr-2071	26	2	and	and	CCONJ
amfbr-2071	26	3	immutability	immutability	NOUN
amfbr-2071	26	4	of	of	ADP
amfbr-2071	26	5	behavioural	behavioural	ADJ
amfbr-2071	26	6	finance	finance	NOUN
amfbr-2071	26	7	theory	theory	NOUN
amfbr-2071	26	8	in	in	ADP
amfbr-2071	26	9	capital	capital	NOUN
amfbr-2071	26	10	market	market	NOUN
amfbr-2071	26	11	investment	investment	NOUN
amfbr-2071	26	12	:	:	PUNCT
amfbr-2071	26	13	a	a	DET
amfbr-2071	26	14	global	global	ADJ
amfbr-2071	26	15	perspective	perspective	NOUN
amfbr-2071	26	16	.	.	PUNCT
amfbr-2071	27	1	american	american	PROPN
amfbr-2071	27	2	finance	finance	PROPN
amfbr-2071	27	3	&	&	CCONJ
amfbr-2071	27	4	banking	banking	PROPN
amfbr-2071	27	5	review	review	PROPN
amfbr-2071	27	6	,	,	PUNCT
amfbr-2071	27	7	8(1	8(1	NOUN
amfbr-2071	27	8	)	)	PUNCT
amfbr-2071	27	9	,	,	PUNCT
amfbr-2071	27	10	1	1	NUM
amfbr-2071	27	11	-	-	SYM
amfbr-2071	27	12	13	13	NUM
amfbr-2071	27	13	.	.	PUNCT
amfbr-2071	28	1	https://doi.org/10.46281/amfbr.v8i1.2071	https://doi.org/10.46281/amfbr.v8i1.2071	PROPN
amfbr-2071	28	2	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
amfbr-2071	28	3	)	)	PUNCT
amfbr-2071	28	4	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
amfbr-2071	28	5	)	)	PUNCT
amfbr-2071	28	6	https://doi.org/10.46281/amfbr.v8i1.2071	https://doi.org/10.46281/amfbr.v8i1.2071	PROPN
amfbr-2071	28	7	https://orcid.org/0000-0003-4970-6947	https://orcid.org/0000-0003-4970-6947	ADJ
amfbr-2071	28	8	agwu	agwu	NOUN
amfbr-2071	28	9	,	,	PUNCT
amfbr-2071	28	10	american	american	PROPN
amfbr-2071	28	11	finance	finance	PROPN
amfbr-2071	28	12	&	&	CCONJ
amfbr-2071	28	13	banking	banking	PROPN
amfbr-2071	28	14	review	review	NOUN
amfbr-2071	28	15	8(1	8(1	NOUN
amfbr-2071	28	16	)	)	PUNCT
amfbr-2071	28	17	(	(	PUNCT
amfbr-2071	28	18	2023	2023	NUM
amfbr-2071	28	19	)	)	PUNCT
amfbr-2071	28	20	,	,	PUNCT
amfbr-2071	28	21	1	1	NUM
amfbr-2071	28	22	-	-	SYM
amfbr-2071	28	23	13	13	NUM
amfbr-2071	28	24	2	2	NUM
amfbr-2071	28	25	theory	theory	NOUN
amfbr-2071	28	26	and	and	CCONJ
amfbr-2071	28	27	still	still	ADV
amfbr-2071	28	28	occupies	occupy	VERB
amfbr-2071	28	29	the	the	DET
amfbr-2071	28	30	quantitative	quantitative	ADJ
amfbr-2071	28	31	mind	mind	NOUN
amfbr-2071	28	32	today	today	NOUN
amfbr-2071	28	33	.	.	PUNCT
amfbr-2071	29	1	rayleigh	rayleigh	PROPN
amfbr-2071	29	2	(	(	PUNCT
amfbr-2071	29	3	1905	1905	NUM
amfbr-2071	29	4	)	)	PUNCT
amfbr-2071	29	5	responded	respond	VERB
amfbr-2071	29	6	to	to	ADP
amfbr-2071	29	7	the	the	DET
amfbr-2071	29	8	appeal	appeal	NOUN
amfbr-2071	29	9	of	of	ADP
amfbr-2071	29	10	pearson	pearson	PROPN
amfbr-2071	29	11	and	and	CCONJ
amfbr-2071	29	12	his	his	PRON
amfbr-2071	29	13	contributions	contribution	NOUN
amfbr-2071	29	14	led	lead	VERB
amfbr-2071	29	15	pearson	pearson	NOUN
amfbr-2071	29	16	to	to	PART
amfbr-2071	29	17	conclude	conclude	VERB
amfbr-2071	29	18	that	that	SCONJ
amfbr-2071	29	19	"	"	PUNCT
amfbr-2071	29	20	the	the	DET
amfbr-2071	29	21	most	most	ADV
amfbr-2071	29	22	probable	probable	ADJ
amfbr-2071	29	23	place	place	NOUN
amfbr-2071	29	24	to	to	PART
amfbr-2071	29	25	find	find	VERB
amfbr-2071	29	26	a	a	DET
amfbr-2071	29	27	drunkard	drunkard	NOUN
amfbr-2071	29	28	who	who	PRON
amfbr-2071	29	29	is	be	AUX
amfbr-2071	29	30	capable	capable	ADJ
amfbr-2071	29	31	of	of	ADP
amfbr-2071	29	32	keeping	keep	VERB
amfbr-2071	29	33	on	on	ADP
amfbr-2071	29	34	his	his	PRON
amfbr-2071	29	35	feet	foot	NOUN
amfbr-2071	29	36	is	be	AUX
amfbr-2071	29	37	somewhere	somewhere	ADV
amfbr-2071	29	38	near	near	ADP
amfbr-2071	29	39	his	his	PRON
amfbr-2071	29	40	starting	starting	NOUN
amfbr-2071	29	41	point	point	NOUN
amfbr-2071	29	42	.	.	PUNCT
amfbr-2071	30	1	the	the	DET
amfbr-2071	30	2	random	random	ADJ
amfbr-2071	30	3	walk	walk	NOUN
amfbr-2071	30	4	theory	theory	NOUN
amfbr-2071	30	5	in	in	ADP
amfbr-2071	30	6	the	the	DET
amfbr-2071	30	7	field	field	NOUN
amfbr-2071	30	8	of	of	ADP
amfbr-2071	30	9	finance	finance	NOUN
amfbr-2071	30	10	and	and	CCONJ
amfbr-2071	30	11	precisely	precisely	ADV
amfbr-2071	30	12	stock	stock	NOUN
amfbr-2071	30	13	market	market	NOUN
amfbr-2071	30	14	,	,	PUNCT
amfbr-2071	30	15	it	it	PRON
amfbr-2071	30	16	is	be	AUX
amfbr-2071	30	17	contended	contend	VERB
amfbr-2071	30	18	that	that	SCONJ
amfbr-2071	30	19	stock	stock	NOUN
amfbr-2071	30	20	prices	price	NOUN
amfbr-2071	30	21	take	take	VERB
amfbr-2071	30	22	a	a	DET
amfbr-2071	30	23	random	random	ADJ
amfbr-2071	30	24	and	and	CCONJ
amfbr-2071	30	25	unpredictable	unpredictable	ADJ
amfbr-2071	30	26	path	path	NOUN
amfbr-2071	30	27	.	.	PUNCT
amfbr-2071	31	1	the	the	DET
amfbr-2071	31	2	chance	chance	NOUN
amfbr-2071	31	3	of	of	ADP
amfbr-2071	31	4	a	a	DET
amfbr-2071	31	5	stock	stock	NOUN
amfbr-2071	31	6	future	future	ADJ
amfbr-2071	31	7	price	price	NOUN
amfbr-2071	31	8	going	go	VERB
amfbr-2071	31	9	up	up	ADP
amfbr-2071	31	10	is	be	AUX
amfbr-2071	31	11	the	the	DET
amfbr-2071	31	12	same	same	ADJ
amfbr-2071	31	13	as	as	ADP
amfbr-2071	31	14	its	its	PRON
amfbr-2071	31	15	going	go	VERB
amfbr-2071	31	16	down	down	ADP
amfbr-2071	31	17	implying	imply	VERB
amfbr-2071	31	18	that	that	SCONJ
amfbr-2071	31	19	stock	stock	NOUN
amfbr-2071	31	20	prices	price	NOUN
amfbr-2071	31	21	change	change	VERB
amfbr-2071	31	22	randomly	randomly	ADV
amfbr-2071	31	23	,	,	PUNCT
amfbr-2071	31	24	thus	thus	ADV
amfbr-2071	31	25	making	make	VERB
amfbr-2071	31	26	it	it	PRON
amfbr-2071	31	27	impossible	impossible	ADJ
amfbr-2071	31	28	to	to	PART
amfbr-2071	31	29	predict	predict	VERB
amfbr-2071	31	30	.	.	PUNCT
amfbr-2071	32	1	malkiel	malkiel	VERB
amfbr-2071	32	2	(	(	PUNCT
amfbr-2071	32	3	1973	1973	NUM
amfbr-2071	32	4	)	)	PUNCT
amfbr-2071	32	5	a	a	DET
amfbr-2071	32	6	princeton	princeton	PROPN
amfbr-2071	32	7	university	university	NOUN
amfbr-2071	32	8	professor	professor	NOUN
amfbr-2071	32	9	of	of	ADP
amfbr-2071	32	10	economics	economic	NOUN
amfbr-2071	32	11	through	through	ADP
amfbr-2071	32	12	his	his	PRON
amfbr-2071	32	13	book	book	NOUN
amfbr-2071	32	14	,	,	PUNCT
amfbr-2071	32	15	“	"	PUNCT
amfbr-2071	32	16	a	a	DET
amfbr-2071	32	17	random	random	ADJ
amfbr-2071	32	18	walk	walk	NOUN
amfbr-2071	32	19	down	down	ADP
amfbr-2071	32	20	wall	wall	PROPN
amfbr-2071	32	21	street	street	PROPN
amfbr-2071	32	22	"	"	PUNCT
amfbr-2071	32	23	popularized	popularize	VERB
amfbr-2071	32	24	the	the	DET
amfbr-2071	32	25	random	random	ADJ
amfbr-2071	32	26	walk	walk	NOUN
amfbr-2071	32	27	hypothesis	hypothesis	NOUN
amfbr-2071	32	28	using	use	VERB
amfbr-2071	32	29	a	a	DET
amfbr-2071	32	30	hypothetical	hypothetical	ADJ
amfbr-2071	32	31	stock	stock	NOUN
amfbr-2071	32	32	whose	whose	DET
amfbr-2071	32	33	closing	closing	NOUN
amfbr-2071	32	34	price	price	NOUN
amfbr-2071	32	35	was	be	AUX
amfbr-2071	32	36	determined	determine	VERB
amfbr-2071	32	37	by	by	ADP
amfbr-2071	32	38	a	a	DET
amfbr-2071	32	39	conflict	conflict	NOUN
amfbr-2071	32	40	.	.	PUNCT
amfbr-2071	33	1	thus	thus	ADV
amfbr-2071	33	2	,	,	PUNCT
amfbr-2071	33	3	the	the	DET
amfbr-2071	33	4	random	random	ADJ
amfbr-2071	33	5	walk	walk	NOUN
amfbr-2071	33	6	theory	theory	NOUN
amfbr-2071	33	7	is	be	AUX
amfbr-2071	33	8	based	base	VERB
amfbr-2071	33	9	on	on	ADP
amfbr-2071	33	10	the	the	DET
amfbr-2071	33	11	occurrence	occurrence	NOUN
amfbr-2071	33	12	of	of	ADP
amfbr-2071	33	13	an	an	DET
amfbr-2071	33	14	unpredictable	unpredictable	ADJ
amfbr-2071	33	15	event	event	NOUN
amfbr-2071	33	16	determined	determine	VERB
amfbr-2071	33	17	by	by	ADP
amfbr-2071	33	18	a	a	DET
amfbr-2071	33	19	series	series	NOUN
amfbr-2071	33	20	of	of	ADP
amfbr-2071	33	21	random	random	ADJ
amfbr-2071	33	22	events	event	NOUN
amfbr-2071	33	23	.	.	PUNCT
amfbr-2071	34	1	furthermore	furthermore	ADV
amfbr-2071	34	2	,	,	PUNCT
amfbr-2071	34	3	the	the	DET
amfbr-2071	34	4	concept	concept	NOUN
amfbr-2071	34	5	of	of	ADP
amfbr-2071	34	6	efficient	efficient	ADJ
amfbr-2071	34	7	stock	stock	NOUN
amfbr-2071	34	8	markets	market	NOUN
amfbr-2071	34	9	stemmed	stem	VERB
amfbr-2071	34	10	into	into	ADP
amfbr-2071	34	11	a	a	DET
amfbr-2071	34	12	chance	chance	NOUN
amfbr-2071	34	13	discovery	discovery	NOUN
amfbr-2071	34	14	.	.	PUNCT
amfbr-2071	35	1	in	in	ADP
amfbr-2071	35	2	1958	1958	NUM
amfbr-2071	35	3	maurice	maurice	PROPN
amfbr-2071	35	4	kendall	kendall	PROPN
amfbr-2071	35	5	,	,	PUNCT
amfbr-2071	35	6	a	a	DET
amfbr-2071	35	7	british	british	PROPN
amfbr-2071	35	8	statistician	statistician	NOUN
amfbr-2071	35	9	,	,	PUNCT
amfbr-2071	35	10	presented	present	VERB
amfbr-2071	35	11	a	a	DET
amfbr-2071	35	12	controversial	controversial	ADJ
amfbr-2071	35	13	paper	paper	NOUN
amfbr-2071	35	14	to	to	ADP
amfbr-2071	35	15	the	the	DET
amfbr-2071	35	16	royal	royal	ADJ
amfbr-2071	35	17	statistical	statistical	ADJ
amfbr-2071	35	18	society	society	NOUN
amfbr-2071	35	19	on	on	ADP
amfbr-2071	35	20	the	the	DET
amfbr-2071	35	21	behavior	behavior	NOUN
amfbr-2071	35	22	of	of	ADP
amfbr-2071	35	23	stock	stock	NOUN
amfbr-2071	35	24	and	and	CCONJ
amfbr-2071	35	25	commodity	commodity	NOUN
amfbr-2071	35	26	prices	price	NOUN
amfbr-2071	35	27	.	.	PUNCT
amfbr-2071	36	1	kendall	kendall	PROPN
amfbr-2071	36	2	had	have	AUX
amfbr-2071	36	3	expected	expect	VERB
amfbr-2071	36	4	to	to	PART
amfbr-2071	36	5	find	find	VERB
amfbr-2071	36	6	regular	regular	ADJ
amfbr-2071	36	7	price	price	NOUN
amfbr-2071	36	8	cycles	cycle	NOUN
amfbr-2071	36	9	,	,	PUNCT
amfbr-2071	36	10	but	but	CCONJ
amfbr-2071	36	11	to	to	ADP
amfbr-2071	36	12	his	his	PRON
amfbr-2071	36	13	surprise	surprise	NOUN
amfbr-2071	36	14	they	they	PRON
amfbr-2071	36	15	did	do	AUX
amfbr-2071	36	16	not	not	PART
amfbr-2071	36	17	seem	seem	VERB
amfbr-2071	36	18	to	to	PART
amfbr-2071	36	19	exist	exist	VERB
amfbr-2071	36	20	.	.	PUNCT
amfbr-2071	37	1	each	each	DET
amfbr-2071	37	2	series	series	NOUN
amfbr-2071	37	3	appeared	appear	VERB
amfbr-2071	37	4	to	to	PART
amfbr-2071	37	5	be	be	AUX
amfbr-2071	37	6	a	a	DET
amfbr-2071	37	7	wandering	wandering	ADJ
amfbr-2071	37	8	one	one	NUM
amfbr-2071	37	9	,	,	PUNCT
amfbr-2071	37	10	almost	almost	ADV
amfbr-2071	37	11	as	as	SCONJ
amfbr-2071	37	12	if	if	SCONJ
amfbr-2071	37	13	once	once	ADV
amfbr-2071	37	14	a	a	DET
amfbr-2071	37	15	week	week	NOUN
amfbr-2071	37	16	the	the	DET
amfbr-2071	37	17	demon	demon	NOUN
amfbr-2071	37	18	of	of	ADP
amfbr-2071	37	19	chance	chance	NOUN
amfbr-2071	37	20	drew	draw	VERB
amfbr-2071	37	21	a	a	DET
amfbr-2071	37	22	random	random	ADJ
amfbr-2071	37	23	number	number	NOUN
amfbr-2071	37	24	…	…	PUNCT
amfbr-2071	37	25	and	and	CCONJ
amfbr-2071	37	26	added	add	VERB
amfbr-2071	37	27	it	it	PRON
amfbr-2071	37	28	to	to	PART
amfbr-2071	37	29	be	be	AUX
amfbr-2071	37	30	current	current	ADJ
amfbr-2071	37	31	price	price	NOUN
amfbr-2071	37	32	to	to	PART
amfbr-2071	37	33	determine	determine	VERB
amfbr-2071	37	34	the	the	DET
amfbr-2071	37	35	next	next	ADJ
amfbr-2071	37	36	week	week	NOUN
amfbr-2071	37	37	’s	’s	PART
amfbr-2071	37	38	price	price	NOUN
amfbr-2071	37	39	.	.	PUNCT
amfbr-2071	38	1	in	in	ADP
amfbr-2071	38	2	other	other	ADJ
amfbr-2071	38	3	words	word	NOUN
amfbr-2071	38	4	,	,	PUNCT
amfbr-2071	38	5	the	the	DET
amfbr-2071	38	6	price	price	NOUN
amfbr-2071	38	7	and	and	CCONJ
amfbr-2071	38	8	commodities	commodity	NOUN
amfbr-2071	38	9	seemed	seem	VERB
amfbr-2071	38	10	to	to	PART
amfbr-2071	38	11	follow	follow	VERB
amfbr-2071	38	12	a	a	DET
amfbr-2071	38	13	random	random	ADJ
amfbr-2071	38	14	walk	walk	NOUN
amfbr-2071	38	15	of	of	ADP
amfbr-2071	38	16	stocks	stock	NOUN
amfbr-2071	38	17	(	(	PUNCT
amfbr-2071	38	18	brealey	brealey	PROPN
amfbr-2071	38	19	&	&	CCONJ
amfbr-2071	38	20	myers	myers	PROPN
amfbr-2071	38	21	,	,	PUNCT
amfbr-2071	38	22	2003	2003	NUM
amfbr-2071	38	23	)	)	PUNCT
amfbr-2071	38	24	.	.	PUNCT
amfbr-2071	39	1	this	this	PRON
amfbr-2071	39	2	means	mean	VERB
amfbr-2071	39	3	that	that	SCONJ
amfbr-2071	39	4	market	market	NOUN
amfbr-2071	39	5	efficiency	efficiency	NOUN
amfbr-2071	39	6	is	be	AUX
amfbr-2071	39	7	consistent	consistent	ADJ
amfbr-2071	39	8	with	with	ADP
amfbr-2071	39	9	a	a	DET
amfbr-2071	39	10	market	market	NOUN
amfbr-2071	39	11	in	in	ADP
amfbr-2071	39	12	which	which	PRON
amfbr-2071	39	13	there	there	PRON
amfbr-2071	39	14	are	be	VERB
amfbr-2071	39	15	no	no	DET
amfbr-2071	39	16	transactions	transaction	NOUN
amfbr-2071	39	17	costs	cost	NOUN
amfbr-2071	39	18	in	in	ADP
amfbr-2071	39	19	trading	trading	NOUN
amfbr-2071	39	20	securities	security	NOUN
amfbr-2071	39	21	;	;	PUNCT
amfbr-2071	39	22	all	all	DET
amfbr-2071	39	23	available	available	ADJ
amfbr-2071	39	24	information	information	NOUN
amfbr-2071	39	25	is	be	AUX
amfbr-2071	39	26	costless	costless	NOUN
amfbr-2071	39	27	to	to	ADP
amfbr-2071	39	28	all	all	DET
amfbr-2071	39	29	market	market	NOUN
amfbr-2071	39	30	participants	participant	NOUN
amfbr-2071	39	31	,	,	PUNCT
amfbr-2071	39	32	and	and	CCONJ
amfbr-2071	39	33	all	all	DET
amfbr-2071	39	34	participants	participant	NOUN
amfbr-2071	39	35	in	in	ADP
amfbr-2071	39	36	the	the	DET
amfbr-2071	39	37	market	market	NOUN
amfbr-2071	39	38	are	be	AUX
amfbr-2071	39	39	rational	rational	ADJ
amfbr-2071	39	40	in	in	ADP
amfbr-2071	39	41	decision	decision	NOUN
amfbr-2071	39	42	,	,	PUNCT
amfbr-2071	39	43	suggesting	suggest	VERB
amfbr-2071	39	44	that	that	SCONJ
amfbr-2071	39	45	all	all	PRON
amfbr-2071	39	46	agree	agree	VERB
amfbr-2071	39	47	on	on	ADP
amfbr-2071	39	48	the	the	DET
amfbr-2071	39	49	implications	implication	NOUN
amfbr-2071	39	50	of	of	ADP
amfbr-2071	39	51	current	current	ADJ
amfbr-2071	39	52	information	information	NOUN
amfbr-2071	39	53	for	for	ADP
amfbr-2071	39	54	the	the	DET
amfbr-2071	39	55	current	current	ADJ
amfbr-2071	39	56	price	price	NOUN
amfbr-2071	39	57	and	and	CCONJ
amfbr-2071	39	58	distributions	distribution	NOUN
amfbr-2071	39	59	of	of	ADP
amfbr-2071	39	60	future	future	ADJ
amfbr-2071	39	61	prices	price	NOUN
amfbr-2071	39	62	of	of	ADP
amfbr-2071	39	63	each	each	DET
amfbr-2071	39	64	security	security	NOUN
amfbr-2071	39	65	(	(	PUNCT
amfbr-2071	39	66	fama	fama	NOUN
amfbr-2071	39	67	,	,	PUNCT
amfbr-2071	39	68	1970	1970	NUM
amfbr-2071	39	69	)	)	PUNCT
amfbr-2071	39	70	.	.	PUNCT
amfbr-2071	40	1	rossi	rossi	PROPN
amfbr-2071	40	2	and	and	CCONJ
amfbr-2071	40	3	gunardi	gunardi	PROPN
amfbr-2071	40	4	(	(	PUNCT
amfbr-2071	40	5	2018	2018	NUM
amfbr-2071	40	6	)	)	PUNCT
amfbr-2071	40	7	contend	contend	VERB
amfbr-2071	40	8	that	that	SCONJ
amfbr-2071	40	9	the	the	DET
amfbr-2071	40	10	stock	stock	NOUN
amfbr-2071	40	11	market	market	NOUN
amfbr-2071	40	12	is	be	AUX
amfbr-2071	40	13	an	an	DET
amfbr-2071	40	14	important	important	ADJ
amfbr-2071	40	15	principle	principle	NOUN
amfbr-2071	40	16	used	use	VERB
amfbr-2071	40	17	to	to	PART
amfbr-2071	40	18	measure	measure	VERB
amfbr-2071	40	19	efficiency	efficiency	NOUN
amfbr-2071	40	20	as	as	ADP
amfbr-2071	40	21	the	the	DET
amfbr-2071	40	22	correlation	correlation	NOUN
amfbr-2071	40	23	between	between	ADP
amfbr-2071	40	24	prices	price	NOUN
amfbr-2071	40	25	and	and	CCONJ
amfbr-2071	40	26	all	all	DET
amfbr-2071	40	27	the	the	DET
amfbr-2071	40	28	information	information	NOUN
amfbr-2071	40	29	present	present	ADJ
amfbr-2071	40	30	in	in	ADP
amfbr-2071	40	31	a	a	DET
amfbr-2071	40	32	market	market	NOUN
amfbr-2071	40	33	.	.	PUNCT
amfbr-2071	41	1	reily	reily	PROPN
amfbr-2071	41	2	(	(	PUNCT
amfbr-2071	41	3	1989	1989	NUM
amfbr-2071	41	4	)	)	PUNCT
amfbr-2071	41	5	sees	see	VERB
amfbr-2071	41	6	an	an	DET
amfbr-2071	41	7	efficient	efficient	ADJ
amfbr-2071	41	8	market	market	NOUN
amfbr-2071	41	9	as	as	ADP
amfbr-2071	41	10	one	one	NUM
amfbr-2071	41	11	in	in	ADP
amfbr-2071	41	12	which	which	PRON
amfbr-2071	41	13	security	security	NOUN
amfbr-2071	41	14	prices	price	NOUN
amfbr-2071	41	15	adjust	adjust	VERB
amfbr-2071	41	16	rapidly	rapidly	ADV
amfbr-2071	41	17	to	to	ADP
amfbr-2071	41	18	the	the	DET
amfbr-2071	41	19	infusion	infusion	NOUN
amfbr-2071	41	20	of	of	ADP
amfbr-2071	41	21	new	new	ADJ
amfbr-2071	41	22	information	information	NOUN
amfbr-2071	41	23	and	and	CCONJ
amfbr-2071	41	24	current	current	ADJ
amfbr-2071	41	25	stock	stock	NOUN
amfbr-2071	41	26	prices	price	NOUN
amfbr-2071	41	27	fully	fully	ADV
amfbr-2071	41	28	reflect	reflect	VERB
amfbr-2071	41	29	all	all	DET
amfbr-2071	41	30	available	available	ADJ
amfbr-2071	41	31	information	information	NOUN
amfbr-2071	41	32	,	,	PUNCT
amfbr-2071	41	33	including	include	VERB
amfbr-2071	41	34	the	the	DET
amfbr-2071	41	35	risks	risk	NOUN
amfbr-2071	41	36	involved	involve	VERB
amfbr-2071	41	37	.	.	PUNCT
amfbr-2071	42	1	thus	thus	ADV
amfbr-2071	42	2	,	,	PUNCT
amfbr-2071	42	3	the	the	DET
amfbr-2071	42	4	stock	stock	NOUN
amfbr-2071	42	5	market	market	NOUN
amfbr-2071	42	6	is	be	AUX
amfbr-2071	42	7	said	say	VERB
amfbr-2071	42	8	to	to	PART
amfbr-2071	42	9	be	be	AUX
amfbr-2071	42	10	efficient	efficient	ADJ
amfbr-2071	42	11	if	if	SCONJ
amfbr-2071	42	12	information	information	NOUN
amfbr-2071	42	13	is	be	AUX
amfbr-2071	42	14	widely	widely	ADV
amfbr-2071	42	15	and	and	CCONJ
amfbr-2071	42	16	cheaply	cheaply	ADV
amfbr-2071	42	17	available	available	ADJ
amfbr-2071	42	18	to	to	ADP
amfbr-2071	42	19	investors	investor	NOUN
amfbr-2071	42	20	such	such	ADJ
amfbr-2071	42	21	that	that	PRON
amfbr-2071	42	22	share	share	NOUN
amfbr-2071	42	23	prices	price	NOUN
amfbr-2071	42	24	are	be	AUX
amfbr-2071	42	25	fair	fair	ADJ
amfbr-2071	42	26	.	.	PUNCT
amfbr-2071	43	1	a	a	DET
amfbr-2071	43	2	fair	fair	ADJ
amfbr-2071	43	3	share	share	NOUN
amfbr-2071	43	4	price	price	NOUN
amfbr-2071	43	5	is	be	AUX
amfbr-2071	43	6	one	one	NUM
amfbr-2071	43	7	which	which	PRON
amfbr-2071	43	8	reflects	reflect	VERB
amfbr-2071	43	9	all	all	DET
amfbr-2071	43	10	available	available	ADJ
amfbr-2071	43	11	,	,	PUNCT
amfbr-2071	43	12	relevant	relevant	ADJ
amfbr-2071	43	13	,	,	PUNCT
amfbr-2071	43	14	and	and	CCONJ
amfbr-2071	43	15	ascertainable	ascertainable	ADJ
amfbr-2071	43	16	information	information	NOUN
amfbr-2071	43	17	in	in	ADP
amfbr-2071	43	18	the	the	DET
amfbr-2071	43	19	market	market	NOUN
amfbr-2071	43	20	.	.	PUNCT
amfbr-2071	44	1	the	the	DET
amfbr-2071	44	2	efficient	efficient	ADJ
amfbr-2071	44	3	market	market	NOUN
amfbr-2071	44	4	hypothesis	hypothesis	NOUN
amfbr-2071	44	5	may	may	AUX
amfbr-2071	44	6	be	be	AUX
amfbr-2071	44	7	expressed	express	VERB
amfbr-2071	44	8	in	in	ADP
amfbr-2071	44	9	several	several	ADJ
amfbr-2071	44	10	alternative	alternative	ADJ
amfbr-2071	44	11	ways	way	NOUN
amfbr-2071	44	12	,	,	PUNCT
amfbr-2071	44	13	and	and	CCONJ
amfbr-2071	44	14	differences	difference	NOUN
amfbr-2071	44	15	between	between	ADP
amfbr-2071	44	16	these	these	DET
amfbr-2071	44	17	alternative	alternative	ADJ
amfbr-2071	44	18	representations	representation	NOUN
amfbr-2071	44	19	can	can	AUX
amfbr-2071	44	20	easily	easily	ADV
amfbr-2071	44	21	become	become	VERB
amfbr-2071	44	22	rather	rather	ADV
amfbr-2071	44	23	esoteric	esoteric	ADJ
amfbr-2071	44	24	,	,	PUNCT
amfbr-2071	44	25	technical	technical	ADJ
amfbr-2071	44	26	,	,	PUNCT
amfbr-2071	44	27	and	and	CCONJ
amfbr-2071	44	28	subtle	subtle	ADJ
amfbr-2071	44	29	(	(	PUNCT
amfbr-2071	44	30	cuthbertson	cuthbertson	NOUN
amfbr-2071	44	31	&	&	CCONJ
amfbr-2071	44	32	nitzsche	nitzsche	NOUN
amfbr-2071	44	33	,	,	PUNCT
amfbr-2071	44	34	2001	2001	NUM
amfbr-2071	44	35	)	)	PUNCT
amfbr-2071	44	36	.	.	PUNCT
amfbr-2071	45	1	the	the	DET
amfbr-2071	45	2	implication	implication	NOUN
amfbr-2071	45	3	is	be	AUX
amfbr-2071	45	4	that	that	SCONJ
amfbr-2071	45	5	security	security	NOUN
amfbr-2071	45	6	prices	price	NOUN
amfbr-2071	45	7	adjust	adjust	VERB
amfbr-2071	45	8	instantly	instantly	ADV
amfbr-2071	45	9	and	and	CCONJ
amfbr-2071	45	10	without	without	ADP
amfbr-2071	45	11	bias	bias	NOUN
amfbr-2071	45	12	to	to	ADP
amfbr-2071	45	13	any	any	DET
amfbr-2071	45	14	new	new	ADJ
amfbr-2071	45	15	information	information	NOUN
amfbr-2071	45	16	released	release	VERB
amfbr-2071	45	17	to	to	ADP
amfbr-2071	45	18	the	the	DET
amfbr-2071	45	19	market	market	NOUN
amfbr-2071	45	20	and	and	CCONJ
amfbr-2071	45	21	that	that	SCONJ
amfbr-2071	45	22	expected	expect	VERB
amfbr-2071	45	23	return	return	NOUN
amfbr-2071	45	24	is	be	AUX
amfbr-2071	45	25	compatible	compatible	ADJ
amfbr-2071	45	26	with	with	ADP
amfbr-2071	45	27	the	the	DET
amfbr-2071	45	28	risk	risk	NOUN
amfbr-2071	45	29	involved	involve	VERB
amfbr-2071	45	30	(	(	PUNCT
amfbr-2071	45	31	afego	afego	NOUN
amfbr-2071	45	32	,	,	PUNCT
amfbr-2071	45	33	2012	2012	NUM
amfbr-2071	45	34	)	)	PUNCT
amfbr-2071	45	35	.	.	PUNCT
amfbr-2071	46	1	an	an	DET
amfbr-2071	46	2	efficient	efficient	ADJ
amfbr-2071	46	3	stock	stock	NOUN
amfbr-2071	46	4	market	market	NOUN
amfbr-2071	46	5	results	result	NOUN
amfbr-2071	46	6	from	from	ADP
amfbr-2071	46	7	the	the	DET
amfbr-2071	46	8	presence	presence	NOUN
amfbr-2071	46	9	of	of	ADP
amfbr-2071	46	10	numerous	numerous	ADJ
amfbr-2071	46	11	,	,	PUNCT
amfbr-2071	46	12	rational	rational	ADJ
amfbr-2071	46	13	profit	profit	NOUN
amfbr-2071	46	14	maximizing	maximize	VERB
amfbr-2071	46	15	investors	investor	NOUN
amfbr-2071	46	16	,	,	PUNCT
amfbr-2071	46	17	who	who	PRON
amfbr-2071	46	18	are	be	AUX
amfbr-2071	46	19	actively	actively	ADV
amfbr-2071	46	20	competing	compete	VERB
amfbr-2071	46	21	with	with	ADP
amfbr-2071	46	22	one	one	NUM
amfbr-2071	46	23	another	another	DET
amfbr-2071	46	24	,	,	PUNCT
amfbr-2071	46	25	and	and	CCONJ
amfbr-2071	46	26	these	these	PRON
amfbr-2071	46	27	resulted	result	VERB
amfbr-2071	46	28	in	in	ADP
amfbr-2071	46	29	three	three	NUM
amfbr-2071	46	30	variants	variant	NOUN
amfbr-2071	46	31	of	of	ADP
amfbr-2071	46	32	efficient	efficient	ADJ
amfbr-2071	46	33	market	market	NOUN
amfbr-2071	46	34	hypothesis	hypothesis	NOUN
amfbr-2071	46	35	(	(	PUNCT
amfbr-2071	46	36	weak	weak	ADJ
amfbr-2071	46	37	,	,	PUNCT
amfbr-2071	46	38	semistrong	semistrong	ADJ
amfbr-2071	46	39	and	and	CCONJ
amfbr-2071	46	40	strong	strong	ADJ
amfbr-2071	46	41	forms	form	NOUN
amfbr-2071	46	42	(	(	PUNCT
amfbr-2071	46	43	wong	wong	PROPN
amfbr-2071	46	44	&	&	CCONJ
amfbr-2071	46	45	kwong	kwong	PROPN
amfbr-2071	46	46	,	,	PUNCT
amfbr-2071	46	47	1984	1984	NUM
amfbr-2071	46	48	;	;	PUNCT
amfbr-2071	46	49	dimson	dimson	NOUN
amfbr-2071	46	50	&	&	CCONJ
amfbr-2071	46	51	mussavian	mussavian	PROPN
amfbr-2071	46	52	,	,	PUNCT
amfbr-2071	46	53	1998	1998	NUM
amfbr-2071	46	54	;	;	PUNCT
amfbr-2071	46	55	sharpe	sharpe	PROPN
amfbr-2071	46	56	et	et	PROPN
amfbr-2071	46	57	al	al	PROPN
amfbr-2071	46	58	.	.	PROPN
amfbr-2071	46	59	,	,	PUNCT
amfbr-2071	46	60	1999	1999	NUM
amfbr-2071	46	61	)	)	PUNCT
amfbr-2071	46	62	.	.	PUNCT
amfbr-2071	47	1	the	the	DET
amfbr-2071	47	2	efficient	efficient	ADJ
amfbr-2071	47	3	market	market	NOUN
amfbr-2071	47	4	hypothesis	hypothesis	NOUN
amfbr-2071	47	5	(	(	PUNCT
amfbr-2071	47	6	emh	emh	PROPN
amfbr-2071	47	7	)	)	PUNCT
amfbr-2071	47	8	,	,	PUNCT
amfbr-2071	47	9	alternatively	alternatively	ADV
amfbr-2071	47	10	known	know	VERB
amfbr-2071	47	11	as	as	ADP
amfbr-2071	47	12	the	the	DET
amfbr-2071	47	13	efficient	efficient	ADJ
amfbr-2071	47	14	market	market	NOUN
amfbr-2071	47	15	theory	theory	NOUN
amfbr-2071	47	16	,	,	PUNCT
amfbr-2071	47	17	is	be	AUX
amfbr-2071	47	18	a	a	DET
amfbr-2071	47	19	hypothesis	hypothesis	NOUN
amfbr-2071	47	20	that	that	PRON
amfbr-2071	47	21	states	state	VERB
amfbr-2071	47	22	that	that	SCONJ
amfbr-2071	47	23	share	share	NOUN
amfbr-2071	47	24	prices	price	NOUN
amfbr-2071	47	25	reflect	reflect	VERB
amfbr-2071	47	26	all	all	DET
amfbr-2071	47	27	information	information	NOUN
amfbr-2071	47	28	and	and	CCONJ
amfbr-2071	47	29	consistent	consistent	ADJ
amfbr-2071	47	30	alpha	alpha	NOUN
amfbr-2071	47	31	generation	generation	NOUN
amfbr-2071	47	32	is	be	AUX
amfbr-2071	47	33	impossible	impossible	ADJ
amfbr-2071	47	34	.	.	PUNCT
amfbr-2071	48	1	according	accord	VERB
amfbr-2071	48	2	to	to	ADP
amfbr-2071	48	3	the	the	DET
amfbr-2071	48	4	emh	emh	NOUN
amfbr-2071	48	5	,	,	PUNCT
amfbr-2071	48	6	stocks	stock	NOUN
amfbr-2071	48	7	always	always	ADV
amfbr-2071	48	8	trade	trade	VERB
amfbr-2071	48	9	at	at	ADP
amfbr-2071	48	10	their	their	PRON
amfbr-2071	48	11	fair	fair	ADJ
amfbr-2071	48	12	value	value	NOUN
amfbr-2071	48	13	on	on	ADP
amfbr-2071	48	14	exchanges	exchange	NOUN
amfbr-2071	48	15	,	,	PUNCT
amfbr-2071	48	16	making	make	VERB
amfbr-2071	48	17	it	it	PRON
amfbr-2071	48	18	impossible	impossible	ADJ
amfbr-2071	48	19	for	for	SCONJ
amfbr-2071	48	20	investors	investor	NOUN
amfbr-2071	48	21	to	to	PART
amfbr-2071	48	22	purchase	purchase	VERB
amfbr-2071	48	23	undervalued	undervalue	VERB
amfbr-2071	48	24	stocks	stock	NOUN
amfbr-2071	48	25	or	or	CCONJ
amfbr-2071	48	26	sell	sell	VERB
amfbr-2071	48	27	stocks	stock	NOUN
amfbr-2071	48	28	for	for	ADP
amfbr-2071	48	29	inflated	inflated	ADJ
amfbr-2071	48	30	prices	price	NOUN
amfbr-2071	48	31	.	.	PUNCT
amfbr-2071	49	1	therefore	therefore	ADV
amfbr-2071	49	2	,	,	PUNCT
amfbr-2071	49	3	it	it	PRON
amfbr-2071	49	4	should	should	AUX
amfbr-2071	49	5	be	be	AUX
amfbr-2071	49	6	impossible	impossible	ADJ
amfbr-2071	49	7	to	to	PART
amfbr-2071	49	8	outperform	outperform	VERB
amfbr-2071	49	9	the	the	DET
amfbr-2071	49	10	overall	overall	ADJ
amfbr-2071	49	11	market	market	NOUN
amfbr-2071	49	12	through	through	ADP
amfbr-2071	49	13	expert	expert	NOUN
amfbr-2071	49	14	stock	stock	NOUN
amfbr-2071	49	15	selection	selection	NOUN
amfbr-2071	49	16	or	or	CCONJ
amfbr-2071	49	17	market	market	NOUN
amfbr-2071	49	18	timing	timing	NOUN
amfbr-2071	49	19	that	that	PRON
amfbr-2071	49	20	is	be	AUX
amfbr-2071	49	21	a	a	DET
amfbr-2071	49	22	type	type	NOUN
amfbr-2071	49	23	of	of	ADP
amfbr-2071	49	24	investment	investment	NOUN
amfbr-2071	49	25	or	or	CCONJ
amfbr-2071	49	26	trading	trading	NOUN
amfbr-2071	49	27	strategy	strategy	NOUN
amfbr-2071	49	28	.	.	PUNCT
amfbr-2071	50	1	it	it	PRON
amfbr-2071	50	2	is	be	AUX
amfbr-2071	50	3	the	the	DET
amfbr-2071	50	4	act	act	NOUN
amfbr-2071	50	5	of	of	ADP
amfbr-2071	50	6	moving	move	VERB
amfbr-2071	50	7	in	in	ADV
amfbr-2071	50	8	and	and	CCONJ
amfbr-2071	50	9	out	out	ADP
amfbr-2071	50	10	of	of	ADP
amfbr-2071	50	11	a	a	DET
amfbr-2071	50	12	financial	financial	ADJ
amfbr-2071	50	13	market	market	NOUN
amfbr-2071	50	14	or	or	CCONJ
amfbr-2071	50	15	switching	switching	NOUN
amfbr-2071	50	16	between	between	ADP
amfbr-2071	50	17	asset	asset	NOUN
amfbr-2071	50	18	classes	class	NOUN
amfbr-2071	50	19	based	base	VERB
amfbr-2071	50	20	on	on	ADP
amfbr-2071	50	21	predictive	predictive	ADJ
amfbr-2071	50	22	methods	method	NOUN
amfbr-2071	50	23	and	and	CCONJ
amfbr-2071	50	24	the	the	DET
amfbr-2071	50	25	only	only	ADJ
amfbr-2071	50	26	way	way	NOUN
amfbr-2071	50	27	an	an	DET
amfbr-2071	50	28	investor	investor	NOUN
amfbr-2071	50	29	can	can	AUX
amfbr-2071	50	30	obtain	obtain	VERB
amfbr-2071	50	31	higher	high	ADJ
amfbr-2071	50	32	returns	return	NOUN
amfbr-2071	50	33	is	be	AUX
amfbr-2071	50	34	by	by	ADP
amfbr-2071	50	35	purchasing	purchase	VERB
amfbr-2071	50	36	riskier	risky	ADJ
amfbr-2071	50	37	investments	investment	NOUN
amfbr-2071	50	38	.	.	PUNCT
amfbr-2071	51	1	the	the	DET
amfbr-2071	51	2	appraised	appraise	VERB
amfbr-2071	51	3	values	value	NOUN
amfbr-2071	51	4	of	of	ADP
amfbr-2071	51	5	security	security	NOUN
amfbr-2071	51	6	are	be	AUX
amfbr-2071	51	7	based	base	VERB
amfbr-2071	51	8	on	on	ADP
amfbr-2071	51	9	the	the	DET
amfbr-2071	51	10	assessment	assessment	NOUN
amfbr-2071	51	11	made	make	VERB
amfbr-2071	51	12	by	by	ADP
amfbr-2071	51	13	independent	independent	ADJ
amfbr-2071	51	14	investors	investor	NOUN
amfbr-2071	51	15	.	.	PUNCT
amfbr-2071	52	1	while	while	SCONJ
amfbr-2071	52	2	the	the	DET
amfbr-2071	52	3	assessment	assessment	NOUN
amfbr-2071	52	4	made	make	VERB
amfbr-2071	52	5	by	by	ADP
amfbr-2071	52	6	independent	independent	ADJ
amfbr-2071	52	7	investors	investor	NOUN
amfbr-2071	52	8	dependent	dependent	ADJ
amfbr-2071	52	9	on	on	ADP
amfbr-2071	52	10	the	the	DET
amfbr-2071	52	11	background	background	NOUN
amfbr-2071	52	12	and	and	CCONJ
amfbr-2071	52	13	information	information	NOUN
amfbr-2071	52	14	available	available	ADJ
amfbr-2071	52	15	to	to	ADP
amfbr-2071	52	16	him	he	PRON
amfbr-2071	52	17	(	(	PUNCT
amfbr-2071	52	18	afego	afego	PROPN
amfbr-2071	52	19	,	,	PUNCT
amfbr-2071	52	20	2012	2012	NUM
amfbr-2071	52	21	)	)	PUNCT
amfbr-2071	52	22	.	.	PUNCT
amfbr-2071	53	1	financial	financial	ADJ
amfbr-2071	53	2	information	information	NOUN
amfbr-2071	53	3	is	be	AUX
amfbr-2071	53	4	the	the	DET
amfbr-2071	53	5	building	building	NOUN
amfbr-2071	53	6	blocks	block	NOUN
amfbr-2071	53	7	from	from	ADP
amfbr-2071	53	8	which	which	PRON
amfbr-2071	53	9	the	the	DET
amfbr-2071	53	10	analysts	analyst	NOUN
amfbr-2071	53	11	construct	construct	VERB
amfbr-2071	53	12	research	research	NOUN
amfbr-2071	53	13	analysis	analysis	NOUN
amfbr-2071	53	14	that	that	PRON
amfbr-2071	53	15	form	form	VERB
amfbr-2071	53	16	the	the	DET
amfbr-2071	53	17	basis	basis	NOUN
amfbr-2071	53	18	for	for	ADP
amfbr-2071	53	19	their	their	PRON
amfbr-2071	53	20	investment	investment	NOUN
amfbr-2071	53	21	recommendations	recommendation	NOUN
amfbr-2071	53	22	.	.	PUNCT
amfbr-2071	54	1	in	in	ADP
amfbr-2071	54	2	such	such	DET
amfbr-2071	54	3	a	a	DET
amfbr-2071	54	4	market	market	NOUN
amfbr-2071	54	5	,	,	PUNCT
amfbr-2071	54	6	the	the	DET
amfbr-2071	54	7	current	current	ADJ
amfbr-2071	54	8	price	price	NOUN
amfbr-2071	54	9	of	of	ADP
amfbr-2071	54	10	security	security	NOUN
amfbr-2071	54	11	obviously	obviously	ADV
amfbr-2071	54	12	"	"	PUNCT
amfbr-2071	54	13	fully	fully	ADV
amfbr-2071	54	14	reflects	reflect	VERB
amfbr-2071	54	15	"	"	PUNCT
amfbr-2071	54	16	all	all	DET
amfbr-2071	54	17	available	available	ADJ
amfbr-2071	54	18	information	information	NOUN
amfbr-2071	54	19	.	.	PUNCT
amfbr-2071	55	1	but	but	CCONJ
amfbr-2071	55	2	the	the	DET
amfbr-2071	55	3	speed	speed	NOUN
amfbr-2071	55	4	and	and	CCONJ
amfbr-2071	55	5	way	way	NOUN
amfbr-2071	55	6	the	the	DET
amfbr-2071	55	7	market	market	NOUN
amfbr-2071	55	8	adjusts	adjust	VERB
amfbr-2071	55	9	to	to	ADP
amfbr-2071	55	10	the	the	DET
amfbr-2071	55	11	relevant	relevant	ADJ
amfbr-2071	55	12	information	information	NOUN
amfbr-2071	55	13	on	on	ADP
amfbr-2071	55	14	dividend	dividend	NOUN
amfbr-2071	55	15	and	and	CCONJ
amfbr-2071	55	16	bonus	bonus	NOUN
amfbr-2071	55	17	issues	issue	NOUN
amfbr-2071	55	18	declaration	declaration	NOUN
amfbr-2071	55	19	has	have	AUX
amfbr-2071	55	20	been	be	AUX
amfbr-2071	55	21	punctuated	punctuate	VERB
amfbr-2071	55	22	by	by	ADP
amfbr-2071	55	23	untimely	untimely	ADJ
amfbr-2071	55	24	release	release	NOUN
amfbr-2071	55	25	of	of	ADP
amfbr-2071	55	26	information	information	NOUN
amfbr-2071	55	27	and	and	CCONJ
amfbr-2071	55	28	poor	poor	ADJ
amfbr-2071	55	29	behavior	behavior	NOUN
amfbr-2071	55	30	of	of	ADP
amfbr-2071	55	31	the	the	DET
amfbr-2071	55	32	authorities	authority	NOUN
amfbr-2071	55	33	.	.	PUNCT
amfbr-2071	56	1	the	the	DET
amfbr-2071	56	2	excruciating	excruciating	ADJ
amfbr-2071	56	3	influence	influence	NOUN
amfbr-2071	56	4	of	of	ADP
amfbr-2071	56	5	timidity	timidity	NOUN
amfbr-2071	56	6	could	could	AUX
amfbr-2071	56	7	emanate	emanate	VERB
amfbr-2071	56	8	from	from	ADP
amfbr-2071	56	9	insecurity	insecurity	NOUN
amfbr-2071	56	10	of	of	ADP
amfbr-2071	56	11	investors	investor	NOUN
amfbr-2071	56	12	due	due	ADP
amfbr-2071	56	13	to	to	ADP
amfbr-2071	56	14	the	the	DET
amfbr-2071	56	15	intending	intend	VERB
amfbr-2071	56	16	insider	insider	NOUN
amfbr-2071	56	17	trading	trading	NOUN
amfbr-2071	56	18	and	and	CCONJ
amfbr-2071	56	19	fall	fall	VERB
amfbr-2071	56	20	in	in	ADP
amfbr-2071	56	21	investors	investor	NOUN
amfbr-2071	56	22	’	’	PART
amfbr-2071	56	23	confidence	confidence	NOUN
amfbr-2071	56	24	,	,	PUNCT
amfbr-2071	56	25	deter	deter	VERB
amfbr-2071	56	26	trading	trading	NOUN
amfbr-2071	56	27	activities	activity	NOUN
amfbr-2071	56	28	and	and	CCONJ
amfbr-2071	56	29	the	the	DET
amfbr-2071	56	30	performance	performance	NOUN
amfbr-2071	56	31	of	of	ADP
amfbr-2071	56	32	the	the	DET
amfbr-2071	56	33	market	market	NOUN
amfbr-2071	56	34	.	.	PUNCT
amfbr-2071	57	1	in	in	ADP
amfbr-2071	57	2	an	an	DET
amfbr-2071	57	3	efficient	efficient	ADJ
amfbr-2071	57	4	information	information	NOUN
amfbr-2071	57	5	market	market	NOUN
amfbr-2071	57	6	,	,	PUNCT
amfbr-2071	57	7	prices	price	NOUN
amfbr-2071	57	8	of	of	ADP
amfbr-2071	57	9	shares	share	NOUN
amfbr-2071	57	10	adjust	adjust	VERB
amfbr-2071	57	11	quickly	quickly	ADV
amfbr-2071	57	12	to	to	ADP
amfbr-2071	57	13	new	new	ADJ
amfbr-2071	57	14	information	information	NOUN
amfbr-2071	57	15	and	and	CCONJ
amfbr-2071	57	16	enable	enable	VERB
amfbr-2071	57	17	more	more	ADV
amfbr-2071	57	18	informed	informed	ADJ
amfbr-2071	57	19	and	and	CCONJ
amfbr-2071	57	20	efficient	efficient	ADJ
amfbr-2071	57	21	investment	investment	NOUN
amfbr-2071	57	22	choices	choice	NOUN
amfbr-2071	57	23	.	.	PUNCT
amfbr-2071	58	1	in	in	ADP
amfbr-2071	58	2	such	such	ADJ
amfbr-2071	58	3	markets	market	NOUN
amfbr-2071	58	4	,	,	PUNCT
amfbr-2071	58	5	investors	investor	NOUN
amfbr-2071	58	6	do	do	AUX
amfbr-2071	58	7	not	not	PART
amfbr-2071	58	8	care	care	VERB
amfbr-2071	58	9	about	about	ADP
amfbr-2071	58	10	various	various	ADJ
amfbr-2071	58	11	trading	trading	NOUN
amfbr-2071	58	12	strategies	strategy	NOUN
amfbr-2071	58	13	by	by	ADP
amfbr-2071	58	14	fundamentalists	fundamentalist	NOUN
amfbr-2071	58	15	,	,	PUNCT
amfbr-2071	58	16	technicalist	technicalist	NOUN
amfbr-2071	58	17	or	or	CCONJ
amfbr-2071	58	18	chartists	chartist	NOUN
amfbr-2071	58	19	to	to	PART
amfbr-2071	58	20	beat	beat	VERB
amfbr-2071	58	21	the	the	DET
amfbr-2071	58	22	market	market	NOUN
amfbr-2071	58	23	with	with	ADP
amfbr-2071	58	24	the	the	DET
amfbr-2071	58	25	bid	bid	NOUN
amfbr-2071	58	26	of	of	ADP
amfbr-2071	58	27	earning	earn	VERB
amfbr-2071	58	28	abnormal	abnormal	ADJ
amfbr-2071	58	29	returns	return	NOUN
amfbr-2071	58	30	.	.	PUNCT
amfbr-2071	59	1	but	but	CCONJ
amfbr-2071	59	2	in	in	ADP
amfbr-2071	59	3	the	the	DET
amfbr-2071	59	4	nigeria	nigeria	PROPN
amfbr-2071	59	5	capital	capital	NOUN
amfbr-2071	59	6	market	market	NOUN
amfbr-2071	59	7	,	,	PUNCT
amfbr-2071	59	8	the	the	DET
amfbr-2071	59	9	case	case	NOUN
amfbr-2071	59	10	is	be	AUX
amfbr-2071	59	11	the	the	DET
amfbr-2071	59	12	reverse	reverse	NOUN
amfbr-2071	59	13	.	.	PUNCT
amfbr-2071	60	1	in	in	ADP
amfbr-2071	60	2	most	most	ADJ
amfbr-2071	60	3	cases	case	NOUN
amfbr-2071	60	4	,	,	PUNCT
amfbr-2071	60	5	investors	investor	NOUN
amfbr-2071	60	6	pay	pay	VERB
amfbr-2071	60	7	extra	extra	ADJ
amfbr-2071	60	8	money	money	NOUN
amfbr-2071	60	9	to	to	PART
amfbr-2071	60	10	acquire	acquire	VERB
amfbr-2071	60	11	additional	additional	ADJ
amfbr-2071	60	12	information	information	NOUN
amfbr-2071	60	13	and	and	CCONJ
amfbr-2071	60	14	sometimes	sometimes	ADV
amfbr-2071	60	15	go	go	VERB
amfbr-2071	60	16	as	as	ADV
amfbr-2071	60	17	far	far	ADV
amfbr-2071	60	18	as	as	ADP
amfbr-2071	60	19	sourcing	source	VERB
amfbr-2071	60	20	for	for	ADP
amfbr-2071	60	21	insider	insider	NOUN
amfbr-2071	60	22	information	information	NOUN
amfbr-2071	60	23	on	on	ADP
amfbr-2071	60	24	the	the	DET
amfbr-2071	60	25	values	value	NOUN
amfbr-2071	60	26	of	of	ADP
amfbr-2071	60	27	companies	company	NOUN
amfbr-2071	60	28	listed	list	VERB
amfbr-2071	60	29	with	with	ADP
amfbr-2071	60	30	the	the	DET
amfbr-2071	60	31	exchange	exchange	NOUN
amfbr-2071	60	32	.	.	PUNCT
amfbr-2071	61	1	so	so	ADV
amfbr-2071	61	2	far	far	ADV
amfbr-2071	61	3	,	,	PUNCT
amfbr-2071	61	4	before	before	SCONJ
amfbr-2071	61	5	certain	certain	ADJ
amfbr-2071	61	6	information	information	NOUN
amfbr-2071	61	7	is	be	AUX
amfbr-2071	61	8	announced	announce	VERB
amfbr-2071	61	9	,	,	PUNCT
amfbr-2071	61	10	some	some	DET
amfbr-2071	61	11	investors	investor	NOUN
amfbr-2071	61	12	have	have	AUX
amfbr-2071	61	13	already	already	ADV
amfbr-2071	61	14	traded	trade	VERB
amfbr-2071	61	15	on	on	ADP
amfbr-2071	61	16	the	the	DET
amfbr-2071	61	17	information	information	NOUN
amfbr-2071	61	18	,	,	PUNCT
amfbr-2071	61	19	causing	cause	VERB
amfbr-2071	61	20	disparities	disparity	NOUN
amfbr-2071	61	21	in	in	ADP
amfbr-2071	61	22	available	available	ADJ
amfbr-2071	61	23	information	information	NOUN
amfbr-2071	61	24	among	among	ADP
amfbr-2071	61	25	market	market	NOUN
amfbr-2071	61	26	participants	participant	NOUN
amfbr-2071	61	27	(	(	PUNCT
amfbr-2071	61	28	cuthbertson	cuthbertson	NOUN
amfbr-2071	61	29	&	&	CCONJ
amfbr-2071	61	30	nitzsche	nitzsche	NOUN
amfbr-2071	61	31	,	,	PUNCT
amfbr-2071	61	32	2001	2001	NUM
amfbr-2071	61	33	)	)	PUNCT
amfbr-2071	61	34	.	.	PUNCT
amfbr-2071	62	1	fama	fama	PROPN
amfbr-2071	62	2	(	(	PUNCT
amfbr-2071	62	3	1965	1965	NUM
amfbr-2071	62	4	)	)	PUNCT
amfbr-2071	62	5	opined	opine	VERB
amfbr-2071	62	6	that	that	SCONJ
amfbr-2071	62	7	successive	successive	ADJ
amfbr-2071	62	8	price	price	NOUN
amfbr-2071	62	9	changes	change	NOUN
amfbr-2071	62	10	in	in	ADP
amfbr-2071	62	11	individual	individual	ADJ
amfbr-2071	62	12	securities	security	NOUN
amfbr-2071	62	13	are	be	AUX
amfbr-2071	62	14	independent	independent	ADJ
amfbr-2071	62	15	depicting	depict	VERB
amfbr-2071	62	16	that	that	SCONJ
amfbr-2071	62	17	the	the	DET
amfbr-2071	62	18	history	history	NOUN
amfbr-2071	62	19	of	of	ADP
amfbr-2071	62	20	the	the	DET
amfbr-2071	62	21	series	series	NOUN
amfbr-2071	62	22	can	can	AUX
amfbr-2071	62	23	not	not	PART
amfbr-2071	62	24	be	be	AUX
amfbr-2071	62	25	used	use	VERB
amfbr-2071	62	26	to	to	PART
amfbr-2071	62	27	predict	predict	VERB
amfbr-2071	62	28	the	the	DET
amfbr-2071	62	29	future	future	NOUN
amfbr-2071	62	30	in	in	ADP
amfbr-2071	62	31	any	any	DET
amfbr-2071	62	32	meaningful	meaningful	ADJ
amfbr-2071	62	33	way	way	NOUN
amfbr-2071	62	34	.	.	PUNCT
amfbr-2071	63	1	fama	fama	PROPN
amfbr-2071	63	2	(	(	PUNCT
amfbr-2071	63	3	1970	1970	NUM
amfbr-2071	63	4	)	)	PUNCT
amfbr-2071	63	5	categorized	categorize	VERB
amfbr-2071	63	6	three	three	NUM
amfbr-2071	63	7	types	type	NOUN
amfbr-2071	63	8	of	of	ADP
amfbr-2071	63	9	efficient	efficient	ADJ
amfbr-2071	63	10	markets	market	NOUN
amfbr-2071	63	11	as	as	ADP
amfbr-2071	63	12	weak	weak	ADJ
amfbr-2071	63	13	-	-	PUNCT
amfbr-2071	63	14	form	form	NOUN
amfbr-2071	63	15	,	,	PUNCT
amfbr-2071	63	16	semi	semi	ADJ
amfbr-2071	63	17	-	-	ADJ
amfbr-2071	63	18	strong	strong	ADJ
amfbr-2071	63	19	and	and	CCONJ
amfbr-2071	63	20	strong	strong	ADJ
amfbr-2071	63	21	form	form	NOUN
amfbr-2071	63	22	efficiency	efficiency	NOUN
amfbr-2071	63	23	.	.	PUNCT
amfbr-2071	64	1	the	the	DET
amfbr-2071	64	2	least	least	ADJ
amfbr-2071	64	3	form	form	NOUN
amfbr-2071	64	4	covers	cover	VERB
amfbr-2071	64	5	all	all	DET
amfbr-2071	64	6	past	past	ADJ
amfbr-2071	64	7	information	information	NOUN
amfbr-2071	64	8	concerning	concern	VERB
amfbr-2071	64	9	prices	price	NOUN
amfbr-2071	64	10	and	and	CCONJ
amfbr-2071	64	11	returns	return	NOUN
amfbr-2071	64	12	;	;	PUNCT
amfbr-2071	64	13	the	the	DET
amfbr-2071	64	14	semi	semi	ADJ
amfbr-2071	64	15	-	-	ADJ
amfbr-2071	64	16	strong	strong	ADJ
amfbr-2071	64	17	form	form	NOUN
amfbr-2071	64	18	covers	cover	VERB
amfbr-2071	64	19	all	all	DET
amfbr-2071	64	20	publicly	publicly	ADV
amfbr-2071	64	21	available	available	ADJ
amfbr-2071	64	22	information	information	NOUN
amfbr-2071	64	23	while	while	SCONJ
amfbr-2071	64	24	the	the	DET
amfbr-2071	64	25	strong	strong	ADJ
amfbr-2071	64	26	form	form	NOUN
amfbr-2071	64	27	covers	cover	VERB
amfbr-2071	64	28	all	all	DET
amfbr-2071	64	29	information	information	NOUN
amfbr-2071	64	30	be	be	AUX
amfbr-2071	64	31	it	it	PRON
amfbr-2071	64	32	private	private	ADJ
amfbr-2071	64	33	and	and	CCONJ
amfbr-2071	64	34	public	public	ADJ
amfbr-2071	64	35	.	.	PUNCT
amfbr-2071	65	1	the	the	DET
amfbr-2071	65	2	strong	strong	ADJ
amfbr-2071	65	3	form	form	NOUN
amfbr-2071	65	4	of	of	ADP
amfbr-2071	65	5	the	the	DET
amfbr-2071	65	6	efficient	efficient	ADJ
amfbr-2071	65	7	market	market	NOUN
amfbr-2071	65	8	hypothesis	hypothesis	NOUN
amfbr-2071	65	9	states	state	VERB
amfbr-2071	65	10	that	that	SCONJ
amfbr-2071	65	11	current	current	ADJ
amfbr-2071	65	12	market	market	NOUN
amfbr-2071	65	13	prices	price	NOUN
amfbr-2071	65	14	instantaneously	instantaneously	ADV
amfbr-2071	65	15	and	and	CCONJ
amfbr-2071	65	16	fully	fully	ADV
amfbr-2071	65	17	reflect	reflect	VERB
amfbr-2071	65	18	all	all	DET
amfbr-2071	65	19	pertinent	pertinent	ADJ
amfbr-2071	65	20	information	information	NOUN
amfbr-2071	65	21	including	include	VERB
amfbr-2071	65	22	everything	everything	PRON
amfbr-2071	65	23	that	that	PRON
amfbr-2071	65	24	is	be	AUX
amfbr-2071	65	25	known	know	VERB
amfbr-2071	65	26	whether	whether	SCONJ
amfbr-2071	65	27	it	it	PRON
amfbr-2071	65	28	is	be	AUX
amfbr-2071	65	29	public	public	ADJ
amfbr-2071	65	30	or	or	CCONJ
amfbr-2071	65	31	private	private	ADJ
amfbr-2071	65	32	so	so	SCONJ
amfbr-2071	65	33	that	that	SCONJ
amfbr-2071	65	34	no	no	DET
amfbr-2071	65	35	group	group	NOUN
amfbr-2071	65	36	of	of	ADP
amfbr-2071	65	37	investors	investor	NOUN
amfbr-2071	65	38	has	have	VERB
amfbr-2071	65	39	monopolistic	monopolistic	ADJ
amfbr-2071	65	40	access	access	NOUN
amfbr-2071	65	41	to	to	ADP
amfbr-2071	65	42	any	any	DET
amfbr-2071	65	43	information	information	NOUN
amfbr-2071	65	44	that	that	PRON
amfbr-2071	65	45	could	could	AUX
amfbr-2071	65	46	be	be	AUX
amfbr-2071	65	47	usurped	usurp	VERB
amfbr-2071	65	48	to	to	PART
amfbr-2071	65	49	beat	beat	VERB
amfbr-2071	65	50	the	the	DET
amfbr-2071	65	51	market	market	NOUN
amfbr-2071	65	52	.	.	PUNCT
amfbr-2071	66	1	the	the	DET
amfbr-2071	66	2	various	various	ADJ
amfbr-2071	66	3	forms	form	NOUN
amfbr-2071	66	4	of	of	ADP
amfbr-2071	66	5	the	the	DET
amfbr-2071	66	6	efficient	efficient	ADJ
amfbr-2071	66	7	market	market	NOUN
amfbr-2071	66	8	have	have	AUX
amfbr-2071	66	9	been	be	AUX
amfbr-2071	66	10	tested	test	VERB
amfbr-2071	66	11	in	in	ADP
amfbr-2071	66	12	several	several	ADJ
amfbr-2071	66	13	empirical	empirical	ADJ
amfbr-2071	66	14	studies	study	NOUN
amfbr-2071	66	15	by	by	ADP
amfbr-2071	66	16	finance	finance	NOUN
amfbr-2071	66	17	and	and	CCONJ
amfbr-2071	66	18	economics	economic	NOUN
amfbr-2071	66	19	scholars	scholar	NOUN
amfbr-2071	66	20	and	and	CCONJ
amfbr-2071	66	21	have	have	AUX
amfbr-2071	66	22	resulted	result	VERB
amfbr-2071	66	23	to	to	ADP
amfbr-2071	66	24	unending	unende	VERB
amfbr-2071	66	25	controversy	controversy	NOUN
amfbr-2071	66	26	globally	globally	ADV
amfbr-2071	66	27	and	and	CCONJ
amfbr-2071	66	28	nigeria	nigeria	PROPN
amfbr-2071	66	29	in	in	ADP
amfbr-2071	66	30	particular	particular	ADJ
amfbr-2071	66	31	on	on	ADP
amfbr-2071	66	32	whether	whether	SCONJ
amfbr-2071	66	33	capital	capital	NOUN
amfbr-2071	66	34	market	market	NOUN
amfbr-2071	66	35	return	return	NOUN
amfbr-2071	66	36	is	be	AUX
amfbr-2071	66	37	efficient	efficient	ADJ
amfbr-2071	66	38	or	or	CCONJ
amfbr-2071	66	39	inefficient	inefficient	ADJ
amfbr-2071	66	40	in	in	ADP
amfbr-2071	66	41	any	any	PRON
amfbr-2071	66	42	of	of	ADP
amfbr-2071	66	43	the	the	DET
amfbr-2071	66	44	efficient	efficient	ADJ
amfbr-2071	66	45	market	market	NOUN
amfbr-2071	66	46	hypothesis	hypothesis	NOUN
amfbr-2071	66	47	forms	form	NOUN
amfbr-2071	66	48	,	,	PUNCT
amfbr-2071	66	49	some	some	DET
amfbr-2071	66	50	empirical	empirical	ADJ
amfbr-2071	66	51	literature	literature	NOUN
amfbr-2071	66	52	reviewed	review	VERB
amfbr-2071	66	53	reveal	reveal	VERB
amfbr-2071	66	54	that	that	SCONJ
amfbr-2071	66	55	actually	actually	ADV
amfbr-2071	66	56	that	that	PRON
amfbr-2071	66	57	past	past	ADJ
amfbr-2071	66	58	share	share	NOUN
amfbr-2071	66	59	prices	price	NOUN
amfbr-2071	66	60	can	can	AUX
amfbr-2071	66	61	not	not	PART
amfbr-2071	66	62	be	be	AUX
amfbr-2071	66	63	used	use	VERB
amfbr-2071	66	64	as	as	ADP
amfbr-2071	66	65	a	a	DET
amfbr-2071	66	66	predicting	predict	VERB
amfbr-2071	66	67	factor	factor	NOUN
amfbr-2071	66	68	to	to	PART
amfbr-2071	66	69	ascertain	ascertain	VERB
amfbr-2071	66	70	future	future	ADJ
amfbr-2071	66	71	share	share	NOUN
amfbr-2071	66	72	prices	price	NOUN
amfbr-2071	66	73	movement	movement	NOUN
amfbr-2071	66	74	in	in	ADP
amfbr-2071	66	75	stock	stock	NOUN
amfbr-2071	66	76	market	market	NOUN
amfbr-2071	66	77	,	,	PUNCT
amfbr-2071	66	78	indicating	indicate	VERB
amfbr-2071	66	79	that	that	SCONJ
amfbr-2071	66	80	successive	successive	ADJ
amfbr-2071	66	81	price	price	NOUN
amfbr-2071	66	82	changes	change	NOUN
amfbr-2071	66	83	in	in	ADP
amfbr-2071	66	84	the	the	DET
amfbr-2071	66	85	market	market	NOUN
amfbr-2071	66	86	follow	follow	VERB
amfbr-2071	66	87	a	a	DET
amfbr-2071	66	88	random	random	ADJ
amfbr-2071	66	89	walk	walk	NOUN
amfbr-2071	66	90	(	(	PUNCT
amfbr-2071	66	91	olowe	olowe	NOUN
amfbr-2071	66	92	,	,	PUNCT
amfbr-2071	66	93	1999	1999	NUM
amfbr-2071	66	94	;	;	PUNCT
amfbr-2071	66	95	ajao	ajao	NOUN
amfbr-2071	66	96	&	&	CCONJ
amfbr-2071	66	97	osayuwu	osayuwu	PROPN
amfbr-2071	66	98	,	,	PUNCT
amfbr-2071	66	99	2012	2012	NUM
amfbr-2071	66	100	;	;	PUNCT
amfbr-2071	66	101	gay	gay	NOUN
amfbr-2071	66	102	,	,	PUNCT
amfbr-2071	66	103	2016	2016	NUM
amfbr-2071	66	104	)	)	PUNCT
amfbr-2071	66	105	,	,	PUNCT
amfbr-2071	66	106	whereas	whereas	SCONJ
amfbr-2071	66	107	greater	great	ADJ
amfbr-2071	66	108	number	number	NOUN
amfbr-2071	66	109	of	of	ADP
amfbr-2071	66	110	the	the	DET
amfbr-2071	66	111	studies	study	NOUN
amfbr-2071	66	112	found	find	VERB
amfbr-2071	66	113	that	that	SCONJ
amfbr-2071	66	114	the	the	DET
amfbr-2071	66	115	capital	capital	NOUN
amfbr-2071	66	116	market	market	NOUN
amfbr-2071	66	117	returns	return	NOUN
amfbr-2071	66	118	are	be	AUX
amfbr-2071	66	119	inefficient	inefficient	ADJ
amfbr-2071	66	120	in	in	ADP
amfbr-2071	66	121	any	any	PRON
amfbr-2071	66	122	of	of	ADP
amfbr-2071	66	123	the	the	DET
amfbr-2071	66	124	forms	form	NOUN
amfbr-2071	66	125	(	(	PUNCT
amfbr-2071	66	126	cooray	cooray	NOUN
amfbr-2071	66	127	&	&	CCONJ
amfbr-2071	66	128	wickremasinghe	wickremasinghe	NOUN
amfbr-2071	66	129	,	,	PUNCT
amfbr-2071	66	130	2007	2007	NUM
amfbr-2071	66	131	;	;	PUNCT
amfbr-2071	66	132	chien	chien	PROPN
amfbr-2071	66	133	-	-	PUNCT
amfbr-2071	66	134	chang	chang	PROPN
amfbr-2071	66	135	et	et	PROPN
amfbr-2071	66	136	al	al	PROPN
amfbr-2071	66	137	.	.	PROPN
amfbr-2071	66	138	,	,	PUNCT
amfbr-2071	66	139	2010	2010	NUM
amfbr-2071	66	140	;	;	PUNCT
amfbr-2071	66	141	afego	afego	NOUN
amfbr-2071	66	142	,	,	PUNCT
amfbr-2071	66	143	2012	2012	NUM
amfbr-2071	66	144	;	;	PUNCT
amfbr-2071	66	145	gambia	gambia	PROPN
amfbr-2071	66	146	,	,	PUNCT
amfbr-2071	66	147	2102	2102	NUM
amfbr-2071	66	148	;	;	PUNCT
amfbr-2071	66	149	gourdari	gourdari	PROPN
amfbr-2071	66	150	,	,	PUNCT
amfbr-2071	66	151	2013	2013	NUM
amfbr-2071	66	152	;	;	PUNCT
amfbr-2071	66	153	ogbulu	ogbulu	NUM
amfbr-2071	66	154	,	,	PUNCT
amfbr-2071	66	155	2016	2016	NUM
amfbr-2071	66	156	;	;	PUNCT
amfbr-2071	66	157	adebanjo	adebanjo	VERB
amfbr-2071	66	158	et	et	PROPN
amfbr-2071	66	159	al	al	PROPN
amfbr-2071	66	160	.	.	PROPN
amfbr-2071	66	161	,	,	PUNCT
amfbr-2071	66	162	2018	2018	NUM
amfbr-2071	66	163	)	)	PUNCT
amfbr-2071	66	164	.	.	PUNCT
amfbr-2071	67	1	the	the	DET
amfbr-2071	67	2	plethora	plethora	PROPN
amfbr-2071	67	3	https://www.investopedia.com/terms/m/markettiming.asp	https://www.investopedia.com/terms/m/markettiming.asp	PROPN
amfbr-2071	67	4	agwu	agwu	PROPN
amfbr-2071	67	5	,	,	PUNCT
amfbr-2071	67	6	american	american	ADJ
amfbr-2071	67	7	finance	finance	PROPN
amfbr-2071	67	8	&	&	CCONJ
amfbr-2071	67	9	banking	banking	PROPN
amfbr-2071	67	10	review	review	NOUN
amfbr-2071	67	11	8(1	8(1	NOUN
amfbr-2071	67	12	)	)	PUNCT
amfbr-2071	67	13	(	(	PUNCT
amfbr-2071	67	14	2023	2023	NUM
amfbr-2071	67	15	)	)	PUNCT
amfbr-2071	67	16	,	,	PUNCT
amfbr-2071	67	17	1	1	NUM
amfbr-2071	67	18	-	-	SYM
amfbr-2071	67	19	13	13	NUM
amfbr-2071	67	20	3	3	NUM
amfbr-2071	67	21	of	of	ADP
amfbr-2071	67	22	studies	study	NOUN
amfbr-2071	67	23	that	that	PRON
amfbr-2071	67	24	aligned	align	VERB
amfbr-2071	67	25	to	to	ADP
amfbr-2071	67	26	the	the	DET
amfbr-2071	67	27	random	random	ADJ
amfbr-2071	67	28	walk	walk	NOUN
amfbr-2071	67	29	inefficiency	inefficiency	NOUN
amfbr-2071	67	30	seem	seem	VERB
amfbr-2071	67	31	to	to	PART
amfbr-2071	67	32	have	have	AUX
amfbr-2071	67	33	demystified	demystify	VERB
amfbr-2071	67	34	the	the	DET
amfbr-2071	67	35	highly	highly	ADV
amfbr-2071	67	36	revered	revered	ADJ
amfbr-2071	67	37	efficiency	efficiency	NOUN
amfbr-2071	67	38	market	market	NOUN
amfbr-2071	67	39	hypothesis	hypothesis	NOUN
amfbr-2071	67	40	,	,	PUNCT
amfbr-2071	67	41	hence	hence	ADV
amfbr-2071	67	42	emphasis	emphasis	NOUN
amfbr-2071	67	43	is	be	AUX
amfbr-2071	67	44	suggested	suggest	VERB
amfbr-2071	67	45	for	for	ADP
amfbr-2071	67	46	paradigm	paradigm	NOUN
amfbr-2071	67	47	shift	shift	NOUN
amfbr-2071	67	48	to	to	ADP
amfbr-2071	67	49	behavioural	behavioural	ADJ
amfbr-2071	67	50	finance	finance	NOUN
amfbr-2071	67	51	theory	theory	NOUN
amfbr-2071	67	52	.	.	PUNCT
amfbr-2071	68	1	the	the	DET
amfbr-2071	68	2	rest	rest	NOUN
amfbr-2071	68	3	of	of	ADP
amfbr-2071	68	4	this	this	DET
amfbr-2071	68	5	paper	paper	NOUN
amfbr-2071	68	6	is	be	AUX
amfbr-2071	68	7	organized	organize	VERB
amfbr-2071	68	8	as	as	SCONJ
amfbr-2071	68	9	follows	follow	VERB
amfbr-2071	68	10	:	:	PUNCT
amfbr-2071	68	11	section	section	NOUN
amfbr-2071	68	12	2	2	NUM
amfbr-2071	68	13	reviews	review	VERB
amfbr-2071	68	14	some	some	DET
amfbr-2071	68	15	theoretical	theoretical	ADJ
amfbr-2071	68	16	and	and	CCONJ
amfbr-2071	68	17	empirical	empirical	ADJ
amfbr-2071	68	18	literature	literature	NOUN
amfbr-2071	68	19	.	.	PUNCT
amfbr-2071	69	1	section	section	NOUN
amfbr-2071	69	2	3	3	NUM
amfbr-2071	69	3	provides	provide	VERB
amfbr-2071	69	4	data	datum	NOUN
amfbr-2071	69	5	and	and	CCONJ
amfbr-2071	69	6	methods	method	NOUN
amfbr-2071	69	7	of	of	ADP
amfbr-2071	69	8	analysis	analysis	NOUN
amfbr-2071	69	9	.	.	PUNCT
amfbr-2071	70	1	section	section	NOUN
amfbr-2071	70	2	4	4	NUM
amfbr-2071	70	3	analyses	analysis	NOUN
amfbr-2071	70	4	and	and	CCONJ
amfbr-2071	70	5	discusses	discuss	VERB
amfbr-2071	70	6	the	the	DET
amfbr-2071	70	7	findings	finding	NOUN
amfbr-2071	70	8	of	of	ADP
amfbr-2071	70	9	the	the	DET
amfbr-2071	70	10	stud	stud	NOUN
amfbr-2071	70	11	y.	y.	PROPN
amfbr-2071	70	12	section	section	PROPN
amfbr-2071	70	13	5	5	NUM
amfbr-2071	70	14	concludes	conclude	VERB
amfbr-2071	70	15	and	and	CCONJ
amfbr-2071	70	16	recommends	recommend	NOUN
amfbr-2071	70	17	.	.	PUNCT
amfbr-2071	71	1	literature	literature	NOUN
amfbr-2071	71	2	review	review	VERB
amfbr-2071	71	3	there	there	PRON
amfbr-2071	71	4	exist	exist	VERB
amfbr-2071	71	5	several	several	ADJ
amfbr-2071	71	6	studies	study	NOUN
amfbr-2071	71	7	on	on	ADP
amfbr-2071	71	8	whether	whether	SCONJ
amfbr-2071	71	9	capital	capital	NOUN
amfbr-2071	71	10	market	market	NOUN
amfbr-2071	71	11	returns	return	NOUN
amfbr-2071	71	12	follow	follow	VERB
amfbr-2071	71	13	any	any	PRON
amfbr-2071	71	14	of	of	ADP
amfbr-2071	71	15	the	the	DET
amfbr-2071	71	16	forms	form	NOUN
amfbr-2071	71	17	of	of	ADP
amfbr-2071	71	18	the	the	DET
amfbr-2071	71	19	efficient	efficient	ADJ
amfbr-2071	71	20	market	market	NOUN
amfbr-2071	71	21	hypothesis	hypothesis	NOUN
amfbr-2071	71	22	and	and	CCONJ
amfbr-2071	71	23	have	have	AUX
amfbr-2071	71	24	resulted	result	VERB
amfbr-2071	71	25	to	to	ADP
amfbr-2071	71	26	unending	unende	VERB
amfbr-2071	71	27	controversies	controversy	NOUN
amfbr-2071	71	28	on	on	ADP
amfbr-2071	71	29	the	the	DET
amfbr-2071	71	30	efficiency	efficiency	NOUN
amfbr-2071	71	31	of	of	ADP
amfbr-2071	71	32	the	the	DET
amfbr-2071	71	33	market	market	NOUN
amfbr-2071	71	34	,	,	PUNCT
amfbr-2071	71	35	hence	hence	ADV
amfbr-2071	71	36	many	many	ADJ
amfbr-2071	71	37	researchers	researcher	NOUN
amfbr-2071	71	38	have	have	AUX
amfbr-2071	71	39	advocated	advocate	VERB
amfbr-2071	71	40	for	for	ADP
amfbr-2071	71	41	a	a	DET
amfbr-2071	71	42	paradigm	paradigm	NOUN
amfbr-2071	71	43	shift	shift	NOUN
amfbr-2071	71	44	to	to	ADP
amfbr-2071	71	45	behavioural	behavioural	ADJ
amfbr-2071	71	46	theory	theory	NOUN
amfbr-2071	71	47	as	as	ADP
amfbr-2071	71	48	basis	basis	NOUN
amfbr-2071	71	49	of	of	ADP
amfbr-2071	71	50	capital	capital	NOUN
amfbr-2071	71	51	market	market	NOUN
amfbr-2071	71	52	investment	investment	NOUN
amfbr-2071	71	53	.	.	PUNCT
amfbr-2071	72	1	the	the	DET
amfbr-2071	72	2	study	study	NOUN
amfbr-2071	72	3	employed	employ	VERB
amfbr-2071	72	4	daily	daily	ADJ
amfbr-2071	72	5	historical	historical	ADJ
amfbr-2071	72	6	data	datum	NOUN
amfbr-2071	72	7	from	from	ADP
amfbr-2071	72	8	prominent	prominent	ADJ
amfbr-2071	72	9	capital	capital	NOUN
amfbr-2071	72	10	markets	market	NOUN
amfbr-2071	72	11	each	each	PRON
amfbr-2071	72	12	from	from	ADP
amfbr-2071	72	13	all	all	DET
amfbr-2071	72	14	the	the	DET
amfbr-2071	72	15	continents	continent	NOUN
amfbr-2071	72	16	of	of	ADP
amfbr-2071	72	17	the	the	DET
amfbr-2071	72	18	world	world	NOUN
amfbr-2071	72	19	:	:	PUNCT
amfbr-2071	72	20	nigeria	nigeria	PROPN
amfbr-2071	72	21	,	,	PUNCT
amfbr-2071	72	22	south	south	PROPN
amfbr-2071	72	23	africa	africa	PROPN
amfbr-2071	72	24	,	,	PUNCT
amfbr-2071	72	25	usa	usa	PROPN
amfbr-2071	72	26	,	,	PUNCT
amfbr-2071	72	27	germany	germany	PROPN
amfbr-2071	72	28	,	,	PUNCT
amfbr-2071	72	29	united	united	PROPN
amfbr-2071	72	30	arab	arab	PROPN
amfbr-2071	72	31	emirate	emirate	PROPN
amfbr-2071	72	32	and	and	CCONJ
amfbr-2071	72	33	china	china	PROPN
amfbr-2071	72	34	.	.	PUNCT
amfbr-2071	73	1	results	result	NOUN
amfbr-2071	73	2	of	of	ADP
amfbr-2071	73	3	the	the	DET
amfbr-2071	73	4	analysis	analysis	NOUN
amfbr-2071	73	5	revealed	reveal	VERB
amfbr-2071	73	6	that	that	SCONJ
amfbr-2071	73	7	none	none	NOUN
amfbr-2071	73	8	of	of	ADP
amfbr-2071	73	9	the	the	DET
amfbr-2071	73	10	markets	market	NOUN
amfbr-2071	73	11	follows	follow	VERB
amfbr-2071	73	12	the	the	DET
amfbr-2071	73	13	random	random	ADJ
amfbr-2071	73	14	walk	walk	NOUN
amfbr-2071	73	15	theory	theory	NOUN
amfbr-2071	73	16	,	,	PUNCT
amfbr-2071	73	17	hence	hence	ADV
amfbr-2071	73	18	investors	investor	NOUN
amfbr-2071	73	19	can	can	AUX
amfbr-2071	73	20	not	not	PART
amfbr-2071	73	21	use	use	VERB
amfbr-2071	73	22	the	the	DET
amfbr-2071	73	23	past	past	ADJ
amfbr-2071	73	24	data	datum	NOUN
amfbr-2071	73	25	about	about	ADP
amfbr-2071	73	26	the	the	DET
amfbr-2071	73	27	markets	market	NOUN
amfbr-2071	73	28	to	to	PART
amfbr-2071	73	29	predict	predict	VERB
amfbr-2071	73	30	their	their	PRON
amfbr-2071	73	31	outcome	outcome	NOUN
amfbr-2071	73	32	.	.	PUNCT
amfbr-2071	74	1	since	since	SCONJ
amfbr-2071	74	2	all	all	DET
amfbr-2071	74	3	the	the	DET
amfbr-2071	74	4	markets	market	NOUN
amfbr-2071	74	5	under	under	ADP
amfbr-2071	74	6	study	study	NOUN
amfbr-2071	74	7	do	do	AUX
amfbr-2071	74	8	not	not	PART
amfbr-2071	74	9	follow	follow	VERB
amfbr-2071	74	10	random	random	ADJ
amfbr-2071	74	11	walk	walk	NOUN
amfbr-2071	74	12	,	,	PUNCT
amfbr-2071	74	13	demystifying	demystify	VERB
amfbr-2071	74	14	the	the	DET
amfbr-2071	74	15	efficient	efficient	ADJ
amfbr-2071	74	16	market	market	NOUN
amfbr-2071	74	17	hypothesis	hypothesis	NOUN
amfbr-2071	74	18	,	,	PUNCT
amfbr-2071	74	19	meaning	mean	VERB
amfbr-2071	74	20	that	that	SCONJ
amfbr-2071	74	21	the	the	DET
amfbr-2071	74	22	behaviours	behaviour	NOUN
amfbr-2071	74	23	of	of	ADP
amfbr-2071	74	24	investors	investor	NOUN
amfbr-2071	74	25	,	,	PUNCT
amfbr-2071	74	26	heavily	heavily	ADV
amfbr-2071	74	27	influenced	influence	VERB
amfbr-2071	74	28	by	by	ADP
amfbr-2071	74	29	share	share	NOUN
amfbr-2071	74	30	prices	price	NOUN
amfbr-2071	74	31	deviated	deviate	VERB
amfbr-2071	74	32	from	from	ADP
amfbr-2071	74	33	the	the	DET
amfbr-2071	74	34	economic	economic	ADJ
amfbr-2071	74	35	fundamentals	fundamental	NOUN
amfbr-2071	74	36	or	or	CCONJ
amfbr-2071	74	37	assumptions	assumption	NOUN
amfbr-2071	74	38	.	.	PUNCT
amfbr-2071	75	1	this	this	PRON
amfbr-2071	75	2	means	mean	VERB
amfbr-2071	75	3	that	that	SCONJ
amfbr-2071	75	4	the	the	DET
amfbr-2071	75	5	psychology	psychology	NOUN
amfbr-2071	75	6	of	of	ADP
amfbr-2071	75	7	investors	investor	NOUN
amfbr-2071	75	8	influence	influence	VERB
amfbr-2071	75	9	investment	investment	NOUN
amfbr-2071	75	10	decision	decision	NOUN
amfbr-2071	75	11	-	-	PUNCT
amfbr-2071	75	12	making	make	VERB
amfbr-2071	75	13	process	process	NOUN
amfbr-2071	75	14	and	and	CCONJ
amfbr-2071	75	15	financial	financial	ADJ
amfbr-2071	75	16	markets	market	NOUN
amfbr-2071	75	17	.	.	PUNCT
amfbr-2071	76	1	therefore	therefore	ADV
amfbr-2071	76	2	,	,	PUNCT
amfbr-2071	76	3	the	the	DET
amfbr-2071	76	4	researcher	researcher	NOUN
amfbr-2071	76	5	advises	advise	VERB
amfbr-2071	76	6	among	among	ADP
amfbr-2071	76	7	others	other	NOUN
amfbr-2071	76	8	to	to	PART
amfbr-2071	76	9	place	place	VERB
amfbr-2071	76	10	more	more	ADJ
amfbr-2071	76	11	emphasis	emphasis	NOUN
amfbr-2071	76	12	on	on	ADP
amfbr-2071	76	13	the	the	DET
amfbr-2071	76	14	theory	theory	NOUN
amfbr-2071	76	15	of	of	ADP
amfbr-2071	76	16	behavioural	behavioural	ADJ
amfbr-2071	76	17	finance	finance	NOUN
amfbr-2071	76	18	as	as	ADP
amfbr-2071	76	19	a	a	DET
amfbr-2071	76	20	guide	guide	NOUN
amfbr-2071	76	21	for	for	ADP
amfbr-2071	76	22	decision	decision	NOUN
amfbr-2071	76	23	concerning	concern	VERB
amfbr-2071	76	24	stock	stock	NOUN
amfbr-2071	76	25	market	market	NOUN
amfbr-2071	76	26	investments	investment	NOUN
amfbr-2071	76	27	.	.	PUNCT
amfbr-2071	77	1	applying	apply	VERB
amfbr-2071	77	2	correlation	correlation	NOUN
amfbr-2071	77	3	analysis	analysis	NOUN
amfbr-2071	77	4	and	and	CCONJ
amfbr-2071	77	5	monthly	monthly	ADJ
amfbr-2071	77	6	stock	stock	NOUN
amfbr-2071	77	7	returns	return	NOUN
amfbr-2071	77	8	data	datum	NOUN
amfbr-2071	77	9	over	over	ADP
amfbr-2071	77	10	the	the	DET
amfbr-2071	77	11	period	period	NOUN
amfbr-2071	77	12	january	january	PROPN
amfbr-2071	77	13	1981	1981	NUM
amfbr-2071	77	14	and	and	CCONJ
amfbr-2071	77	15	december	december	PROPN
amfbr-2071	77	16	1992	1992	NUM
amfbr-2071	77	17	,	,	PUNCT
amfbr-2071	77	18	olowe	olowe	NOUN
amfbr-2071	77	19	(	(	PUNCT
amfbr-2071	77	20	1999	1999	NUM
amfbr-2071	77	21	)	)	PUNCT
amfbr-2071	77	22	,	,	PUNCT
amfbr-2071	77	23	studied	study	VERB
amfbr-2071	77	24	weak	weak	ADJ
amfbr-2071	77	25	form	form	NOUN
amfbr-2071	77	26	efficiency	efficiency	NOUN
amfbr-2071	77	27	of	of	ADP
amfbr-2071	77	28	the	the	DET
amfbr-2071	77	29	nigerian	nigerian	ADJ
amfbr-2071	77	30	stock	stock	NOUN
amfbr-2071	77	31	market	market	NOUN
amfbr-2071	77	32	to	to	PART
amfbr-2071	77	33	examine	examine	VERB
amfbr-2071	77	34	if	if	SCONJ
amfbr-2071	77	35	share	share	NOUN
amfbr-2071	77	36	prices	price	NOUN
amfbr-2071	77	37	on	on	ADP
amfbr-2071	77	38	the	the	DET
amfbr-2071	77	39	nigerian	nigerian	ADJ
amfbr-2071	77	40	stock	stock	NOUN
amfbr-2071	77	41	market	market	NOUN
amfbr-2071	77	42	adjust	adjust	VERB
amfbr-2071	77	43	to	to	ADP
amfbr-2071	77	44	historical	historical	ADJ
amfbr-2071	77	45	price	price	NOUN
amfbr-2071	77	46	information	information	NOUN
amfbr-2071	77	47	.	.	PUNCT
amfbr-2071	78	1	the	the	DET
amfbr-2071	78	2	study	study	NOUN
amfbr-2071	78	3	research	research	NOUN
amfbr-2071	78	4	revealed	reveal	VERB
amfbr-2071	78	5	that	that	SCONJ
amfbr-2071	78	6	the	the	DET
amfbr-2071	78	7	nigerian	nigerian	ADJ
amfbr-2071	78	8	market	market	NOUN
amfbr-2071	78	9	is	be	AUX
amfbr-2071	78	10	efficient	efficient	ADJ
amfbr-2071	78	11	in	in	ADP
amfbr-2071	78	12	weak	weak	ADJ
amfbr-2071	78	13	form	form	NOUN
amfbr-2071	78	14	.	.	PUNCT
amfbr-2071	79	1	with	with	ADP
amfbr-2071	79	2	cointegration	cointegration	NOUN
amfbr-2071	79	3	and	and	CCONJ
amfbr-2071	79	4	granger	granger	PROPN
amfbr-2071	79	5	causality	causality	NOUN
amfbr-2071	79	6	tests	test	NOUN
amfbr-2071	79	7	augmented	augment	VERB
amfbr-2071	79	8	dickey	dickey	PROPN
amfbr-2071	79	9	fuller	full	ADJ
amfbr-2071	79	10	(	(	PUNCT
amfbr-2071	79	11	adf-1979	adf-1979	NOUN
amfbr-2071	79	12	,	,	PUNCT
amfbr-2071	79	13	1981	1981	NUM
amfbr-2071	79	14	)	)	PUNCT
amfbr-2071	79	15	,	,	PUNCT
amfbr-2071	79	16	phillips	phillips	PROPN
amfbr-2071	79	17	-	-	PUNCT
amfbr-2071	79	18	perron	perron	PROPN
amfbr-2071	79	19	(	(	PUNCT
amfbr-2071	79	20	pp1988	pp1988	PROPN
amfbr-2071	79	21	)	)	PUNCT
amfbr-2071	79	22	,	,	PUNCT
amfbr-2071	79	23	dicky	dicky	ADJ
amfbr-2071	79	24	-	-	PUNCT
amfbr-2071	79	25	fuller	full	ADJ
amfbr-2071	79	26	generalized	generalized	ADJ
amfbr-2071	79	27	least	least	ADV
amfbr-2071	79	28	square	square	ADJ
amfbr-2071	79	29	(	(	PUNCT
amfbr-2071	79	30	df	df	NOUN
amfbr-2071	79	31	-	-	PUNCT
amfbr-2071	79	32	gls-1996	gls-1996	NOUN
amfbr-2071	79	33	)	)	PUNCT
amfbr-2071	79	34	and	and	CCONJ
amfbr-2071	79	35	elliot	elliot	PROPN
amfbr-2071	79	36	-	-	PUNCT
amfbr-2071	79	37	rothenberg	rothenberg	PROPN
amfbr-2071	79	38	-	-	PUNCT
amfbr-2071	79	39	stock	stock	NOUN
amfbr-2071	79	40	(	(	PUNCT
amfbr-2071	79	41	ers	er	NOUN
amfbr-2071	79	42	–	–	PUNCT
amfbr-2071	79	43	1996	1996	NUM
amfbr-2071	79	44	)	)	PUNCT
amfbr-2071	79	45	tests	test	NOUN
amfbr-2071	79	46	.	.	PUNCT
amfbr-2071	80	1	cooray	cooray	VERB
amfbr-2071	80	2	and	and	CCONJ
amfbr-2071	80	3	wickramasighe	wickramasighe	ADJ
amfbr-2071	80	4	(	(	PUNCT
amfbr-2071	80	5	2007	2007	NUM
amfbr-2071	80	6	)	)	PUNCT
amfbr-2071	80	7	investigated	investigate	VERB
amfbr-2071	80	8	weak	weak	ADJ
amfbr-2071	80	9	and	and	CCONJ
amfbr-2071	80	10	semi	semi	ADV
amfbr-2071	80	11	strong	strong	ADJ
amfbr-2071	80	12	form	form	NOUN
amfbr-2071	80	13	of	of	ADP
amfbr-2071	80	14	the	the	DET
amfbr-2071	80	15	efficiency	efficiency	NOUN
amfbr-2071	80	16	in	in	ADP
amfbr-2071	80	17	four	four	NUM
amfbr-2071	80	18	south	south	ADJ
amfbr-2071	80	19	asian	asian	ADJ
amfbr-2071	80	20	stock	stock	NOUN
amfbr-2071	80	21	markets	market	NOUN
amfbr-2071	80	22	such	such	ADJ
amfbr-2071	80	23	as	as	ADP
amfbr-2071	80	24	india	india	PROPN
amfbr-2071	80	25	,	,	PUNCT
amfbr-2071	80	26	sri	sri	PROPN
amfbr-2071	80	27	lanka	lanka	PROPN
amfbr-2071	80	28	,	,	PUNCT
amfbr-2071	80	29	pakistan	pakistan	PROPN
amfbr-2071	80	30	,	,	PUNCT
amfbr-2071	80	31	and	and	CCONJ
amfbr-2071	80	32	bangladesh	bangladesh	NOUN
amfbr-2071	80	33	.	.	PUNCT
amfbr-2071	81	1	after	after	ADP
amfbr-2071	81	2	the	the	DET
amfbr-2071	81	3	analysis	analysis	NOUN
amfbr-2071	81	4	,	,	PUNCT
amfbr-2071	81	5	semi	semi	ADJ
amfbr-2071	81	6	-	-	ADJ
amfbr-2071	81	7	strong	strong	ADJ
amfbr-2071	81	8	form	form	NOUN
amfbr-2071	81	9	efficiency	efficiency	NOUN
amfbr-2071	81	10	was	be	AUX
amfbr-2071	81	11	not	not	PART
amfbr-2071	81	12	supported	support	VERB
amfbr-2071	81	13	as	as	SCONJ
amfbr-2071	81	14	their	their	PRON
amfbr-2071	81	15	tests	test	NOUN
amfbr-2071	81	16	indicate	indicate	VERB
amfbr-2071	81	17	a	a	DET
amfbr-2071	81	18	high	high	ADJ
amfbr-2071	81	19	degree	degree	NOUN
amfbr-2071	81	20	of	of	ADP
amfbr-2071	81	21	interdependence	interdependence	NOUN
amfbr-2071	81	22	among	among	ADP
amfbr-2071	81	23	the	the	DET
amfbr-2071	81	24	south	south	ADJ
amfbr-2071	81	25	asian	asian	ADJ
amfbr-2071	81	26	stock	stock	NOUN
amfbr-2071	81	27	markets	market	NOUN
amfbr-2071	81	28	.	.	PUNCT
amfbr-2071	82	1	chien	chien	PROPN
amfbr-2071	82	2	-	-	PUNCT
amfbr-2071	82	3	chong	chong	PROPN
amfbr-2071	82	4	,	,	PUNCT
amfbr-2071	82	5	jung	jung	PROPN
amfbr-2071	82	6	-	-	PUNCT
amfbr-2071	82	7	de	de	X
amfbr-2071	82	8	,	,	PUNCT
amfbr-2071	82	9	and	and	CCONJ
amfbr-2071	82	10	chi	chi	PROPN
amfbr-2071	82	11	-	-	PUNCT
amfbr-2071	82	12	chuan	chuan	PROPN
amfbr-2071	82	13	(	(	PUNCT
amfbr-2071	82	14	2010	2010	NUM
amfbr-2071	82	15	)	)	PUNCT
amfbr-2071	82	16	employed	employ	VERB
amfbr-2071	82	17	a	a	DET
amfbr-2071	82	18	state	state	NOUN
amfbr-2071	82	19	-	-	PUNCT
amfbr-2071	82	20	of	of	ADP
amfbr-2071	82	21	-	-	PUNCT
amfbr-2071	82	22	the	the	DET
amfbr-2071	82	23	-	-	PUNCT
amfbr-2071	82	24	art	art	NOUN
amfbr-2071	82	25	panel	panel	NOUN
amfbr-2071	82	26	data	datum	NOUN
amfbr-2071	82	27	stationarity	stationarity	NOUN
amfbr-2071	82	28	test	test	NOUN
amfbr-2071	82	29	which	which	PRON
amfbr-2071	82	30	incorporates	incorporate	VERB
amfbr-2071	82	31	multiple	multiple	ADJ
amfbr-2071	82	32	structural	structural	ADJ
amfbr-2071	82	33	breaks	break	NOUN
amfbr-2071	82	34	to	to	ADP
amfbr-2071	82	35	whether	whether	SCONJ
amfbr-2071	82	36	the	the	DET
amfbr-2071	82	37	efficient	efficient	ADJ
amfbr-2071	82	38	market	market	NOUN
amfbr-2071	82	39	hypothesis	hypothesis	NOUN
amfbr-2071	82	40	holds	hold	VERB
amfbr-2071	82	41	in	in	ADP
amfbr-2071	82	42	stock	stock	NOUN
amfbr-2071	82	43	markets	market	NOUN
amfbr-2071	82	44	under	under	ADP
amfbr-2071	82	45	different	different	ADJ
amfbr-2071	82	46	economic	economic	ADJ
amfbr-2071	82	47	development	development	NOUN
amfbr-2071	82	48	levels	level	NOUN
amfbr-2071	82	49	using	use	VERB
amfbr-2071	82	50	january	january	PROPN
amfbr-2071	82	51	1999	1999	NUM
amfbr-2071	82	52	to	to	ADP
amfbr-2071	82	53	may	may	PROPN
amfbr-2071	82	54	2007	2007	NUM
amfbr-2071	82	55	.	.	PUNCT
amfbr-2071	83	1	after	after	ADP
amfbr-2071	83	2	the	the	DET
amfbr-2071	83	3	empirical	empirical	ADJ
amfbr-2071	83	4	analysis	analysis	NOUN
amfbr-2071	83	5	,	,	PUNCT
amfbr-2071	83	6	it	it	PRON
amfbr-2071	83	7	was	be	AUX
amfbr-2071	83	8	observed	observe	VERB
amfbr-2071	83	9	that	that	SCONJ
amfbr-2071	83	10	using	use	VERB
amfbr-2071	83	11	general	general	ADJ
amfbr-2071	83	12	forms	form	NOUN
amfbr-2071	83	13	of	of	ADP
amfbr-2071	83	14	cross	cross	ADJ
amfbr-2071	83	15	-	-	ADJ
amfbr-2071	83	16	sectional	sectional	ADJ
amfbr-2071	83	17	dependence	dependence	NOUN
amfbr-2071	83	18	as	as	ADV
amfbr-2071	83	19	well	well	ADV
amfbr-2071	83	20	as	as	ADP
amfbr-2071	83	21	controlling	control	VERB
amfbr-2071	83	22	for	for	ADP
amfbr-2071	83	23	finite	finite	ADJ
amfbr-2071	83	24	-	-	ADJ
amfbr-2071	83	25	sample	sample	NOUN
amfbr-2071	83	26	bias	bias	NOUN
amfbr-2071	83	27	,	,	PUNCT
amfbr-2071	83	28	the	the	DET
amfbr-2071	83	29	real	real	ADJ
amfbr-2071	83	30	stock	stock	NOUN
amfbr-2071	83	31	price	price	NOUN
amfbr-2071	83	32	series	series	NOUN
amfbr-2071	83	33	appear	appear	VERB
amfbr-2071	83	34	to	to	PART
amfbr-2071	83	35	be	be	AUX
amfbr-2071	83	36	stationary	stationary	ADJ
amfbr-2071	83	37	in	in	ADP
amfbr-2071	83	38	32	32	NUM
amfbr-2071	83	39	developed	develop	VERB
amfbr-2071	83	40	and	and	CCONJ
amfbr-2071	83	41	26	26	NUM
amfbr-2071	83	42	developing	develop	VERB
amfbr-2071	83	43	countries	country	NOUN
amfbr-2071	83	44	.	.	PUNCT
amfbr-2071	84	1	again	again	ADV
amfbr-2071	84	2	,	,	PUNCT
amfbr-2071	84	3	real	real	ADJ
amfbr-2071	84	4	stock	stock	NOUN
amfbr-2071	84	5	price	price	NOUN
amfbr-2071	84	6	indices	index	NOUN
amfbr-2071	84	7	are	be	AUX
amfbr-2071	84	8	stationary	stationary	ADJ
amfbr-2071	84	9	processes	process	NOUN
amfbr-2071	84	10	that	that	PRON
amfbr-2071	84	11	are	be	AUX
amfbr-2071	84	12	inconsistent	inconsistent	ADJ
amfbr-2071	84	13	with	with	ADP
amfbr-2071	84	14	the	the	DET
amfbr-2071	84	15	efficient	efficient	ADJ
amfbr-2071	84	16	market	market	NOUN
amfbr-2071	84	17	hypothesis	hypothesis	NOUN
amfbr-2071	84	18	.	.	PUNCT
amfbr-2071	85	1	employing	employ	VERB
amfbr-2071	85	2	seven	seven	NUM
amfbr-2071	85	3	(	(	PUNCT
amfbr-2071	85	4	7	7	NUM
amfbr-2071	85	5	)	)	PUNCT
amfbr-2071	85	6	parametric	parametric	ADJ
amfbr-2071	85	7	tools	tool	NOUN
amfbr-2071	85	8	;	;	PUNCT
amfbr-2071	85	9	autocorrelation	autocorrelation	NOUN
amfbr-2071	85	10	test	test	NOUN
amfbr-2071	85	11	,	,	PUNCT
amfbr-2071	85	12	the	the	DET
amfbr-2071	85	13	adf	adf	PROPN
amfbr-2071	85	14	and	and	CCONJ
amfbr-2071	85	15	p	p	NOUN
amfbr-2071	85	16	-	-	PUNCT
amfbr-2071	85	17	p	p	NOUN
amfbr-2071	85	18	unit	unit	NOUN
amfbr-2071	85	19	root	root	NOUN
amfbr-2071	85	20	tests	test	NOUN
amfbr-2071	85	21	,	,	PUNCT
amfbr-2071	85	22	variance	variance	NOUN
amfbr-2071	85	23	ratio	ratio	NOUN
amfbr-2071	85	24	test	test	NOUN
amfbr-2071	85	25	,	,	PUNCT
amfbr-2071	85	26	the	the	DET
amfbr-2071	85	27	normality	normality	NOUN
amfbr-2071	85	28	/	/	SYM
amfbr-2071	85	29	random	random	ADJ
amfbr-2071	85	30	test	test	NOUN
amfbr-2071	85	31	,	,	PUNCT
amfbr-2071	85	32	the	the	DET
amfbr-2071	85	33	granger	granger	PROPN
amfbr-2071	85	34	causality	causality	PROPN
amfbr-2071	85	35	test	test	NOUN
amfbr-2071	85	36	arch	arch	ADJ
amfbr-2071	85	37	-	-	PUNCT
amfbr-2071	85	38	garch	garch	NOUN
amfbr-2071	85	39	test	test	NOUN
amfbr-2071	85	40	and	and	CCONJ
amfbr-2071	85	41	regression	regression	NOUN
amfbr-2071	85	42	test	test	NOUN
amfbr-2071	85	43	,	,	PUNCT
amfbr-2071	85	44	ogbulu	ogbulu	VERB
amfbr-2071	85	45	(	(	PUNCT
amfbr-2071	85	46	2016	2016	NUM
amfbr-2071	85	47	)	)	PUNCT
amfbr-2071	85	48	investigated	investigate	VERB
amfbr-2071	85	49	the	the	DET
amfbr-2071	85	50	efficiency	efficiency	NOUN
amfbr-2071	85	51	level	level	NOUN
amfbr-2071	85	52	of	of	ADP
amfbr-2071	85	53	nigerian	nigerian	ADJ
amfbr-2071	85	54	stock	stock	NOUN
amfbr-2071	85	55	exchange	exchange	NOUN
amfbr-2071	85	56	(	(	PUNCT
amfbr-2071	85	57	nse	nse	NOUN
amfbr-2071	85	58	)	)	PUNCT
amfbr-2071	85	59	across	across	ADP
amfbr-2071	85	60	different	different	ADJ
amfbr-2071	85	61	data	datum	NOUN
amfbr-2071	85	62	estimation	estimation	NOUN
amfbr-2071	85	63	intervals	interval	NOUN
amfbr-2071	85	64	(	(	PUNCT
amfbr-2071	85	65	daily	daily	ADJ
amfbr-2071	85	66	,	,	PUNCT
amfbr-2071	85	67	weekly	weekly	ADJ
amfbr-2071	85	68	,	,	PUNCT
amfbr-2071	85	69	monthly	monthly	ADJ
amfbr-2071	85	70	and	and	CCONJ
amfbr-2071	85	71	quarterly	quarterly	ADJ
amfbr-2071	85	72	aggregate	aggregate	ADJ
amfbr-2071	85	73	stock	stock	NOUN
amfbr-2071	85	74	price	price	NOUN
amfbr-2071	85	75	data	datum	NOUN
amfbr-2071	85	76	using	use	VERB
amfbr-2071	85	77	the	the	DET
amfbr-2071	85	78	nse	nse	NOUN
amfbr-2071	85	79	all	all	DET
amfbr-2071	85	80	share	share	NOUN
amfbr-2071	85	81	index	index	NOUN
amfbr-2071	85	82	series	series	NOUN
amfbr-2071	85	83	from	from	ADP
amfbr-2071	85	84	1999	1999	NUM
amfbr-2071	85	85	to	to	ADP
amfbr-2071	85	86	2013	2013	NUM
amfbr-2071	85	87	)	)	PUNCT
amfbr-2071	85	88	with	with	ADP
amfbr-2071	85	89	reference	reference	NOUN
amfbr-2071	85	90	to	to	ADP
amfbr-2071	85	91	the	the	DET
amfbr-2071	85	92	weak	weak	ADJ
amfbr-2071	85	93	form	form	NOUN
amfbr-2071	85	94	variant	variant	NOUN
amfbr-2071	85	95	of	of	ADP
amfbr-2071	85	96	emh	emh	PROPN
amfbr-2071	85	97	.	.	PUNCT
amfbr-2071	86	1	the	the	DET
amfbr-2071	86	2	result	result	NOUN
amfbr-2071	86	3	found	find	VERB
amfbr-2071	86	4	that	that	SCONJ
amfbr-2071	86	5	on	on	ADP
amfbr-2071	86	6	balance	balance	NOUN
amfbr-2071	86	7	the	the	DET
amfbr-2071	86	8	nse	nse	NOUN
amfbr-2071	86	9	is	be	AUX
amfbr-2071	86	10	weak	weak	ADJ
amfbr-2071	86	11	form	form	NOUN
amfbr-2071	86	12	inefficient	inefficient	ADJ
amfbr-2071	86	13	when	when	SCONJ
amfbr-2071	86	14	daily	daily	ADJ
amfbr-2071	86	15	,	,	PUNCT
amfbr-2071	86	16	weekly	weekly	ADJ
amfbr-2071	86	17	,	,	PUNCT
amfbr-2071	86	18	monthly	monthly	ADV
amfbr-2071	86	19	,	,	PUNCT
amfbr-2071	86	20	and	and	CCONJ
amfbr-2071	86	21	quarterly	quarterly	ADJ
amfbr-2071	86	22	prices	price	NOUN
amfbr-2071	86	23	are	be	AUX
amfbr-2071	86	24	examined	examine	VERB
amfbr-2071	86	25	irrespective	irrespective	ADV
amfbr-2071	86	26	of	of	ADP
amfbr-2071	86	27	the	the	DET
amfbr-2071	86	28	estimation	estimation	NOUN
amfbr-2071	86	29	interval	interval	NOUN
amfbr-2071	86	30	and	and	CCONJ
amfbr-2071	86	31	the	the	DET
amfbr-2071	86	32	parametric	parametric	ADJ
amfbr-2071	86	33	test	test	NOUN
amfbr-2071	86	34	employed	employ	VERB
amfbr-2071	86	35	in	in	ADP
amfbr-2071	86	36	the	the	DET
amfbr-2071	86	37	tests	test	NOUN
amfbr-2071	86	38	.	.	PUNCT
amfbr-2071	87	1	adebanjo	adebanjo	PROPN
amfbr-2071	87	2	,	,	PUNCT
amfbr-2071	87	3	awonusi	awonusi	NOUN
amfbr-2071	87	4	,	,	PUNCT
amfbr-2071	87	5	and	and	CCONJ
amfbr-2071	87	6	eseyin	eseyin	PROPN
amfbr-2071	87	7	(	(	PUNCT
amfbr-2071	87	8	2018	2018	NUM
amfbr-2071	87	9	)	)	PUNCT
amfbr-2071	87	10	looked	look	VERB
amfbr-2071	87	11	at	at	ADP
amfbr-2071	87	12	the	the	DET
amfbr-2071	87	13	weakform	weakform	NOUN
amfbr-2071	87	14	efficiency	efficiency	NOUN
amfbr-2071	87	15	of	of	ADP
amfbr-2071	87	16	the	the	DET
amfbr-2071	87	17	nigerian	nigerian	ADJ
amfbr-2071	87	18	stock	stock	NOUN
amfbr-2071	87	19	market	market	NOUN
amfbr-2071	87	20	.	.	PUNCT
amfbr-2071	88	1	employing	employ	VERB
amfbr-2071	88	2	partial	partial	ADJ
amfbr-2071	88	3	autocorrelation	autocorrelation	NOUN
amfbr-2071	88	4	(	(	PUNCT
amfbr-2071	88	5	pacf	pacf	NOUN
amfbr-2071	88	6	)	)	PUNCT
amfbr-2071	88	7	test	test	NOUN
amfbr-2071	88	8	to	to	PART
amfbr-2071	88	9	test	test	VERB
amfbr-2071	88	10	for	for	ADP
amfbr-2071	88	11	independence	independence	NOUN
amfbr-2071	88	12	of	of	ADP
amfbr-2071	88	13	stock	stock	NOUN
amfbr-2071	88	14	prices	price	NOUN
amfbr-2071	88	15	,	,	PUNCT
amfbr-2071	88	16	the	the	DET
amfbr-2071	88	17	runs	run	NOUN
amfbr-2071	88	18	test	test	VERB
amfbr-2071	88	19	,	,	PUNCT
amfbr-2071	88	20	and	and	CCONJ
amfbr-2071	88	21	the	the	DET
amfbr-2071	88	22	distribution	distribution	NOUN
amfbr-2071	88	23	patterns	pattern	NOUN
amfbr-2071	88	24	to	to	PART
amfbr-2071	88	25	test	test	VERB
amfbr-2071	88	26	for	for	ADP
amfbr-2071	88	27	randomness	randomness	NOUN
amfbr-2071	88	28	of	of	ADP
amfbr-2071	88	29	stock	stock	NOUN
amfbr-2071	88	30	prices	price	NOUN
amfbr-2071	88	31	and	and	CCONJ
amfbr-2071	88	32	the	the	DET
amfbr-2071	88	33	one	one	NUM
amfbr-2071	88	34	-	-	PUNCT
amfbr-2071	88	35	sample	sample	NOUN
amfbr-2071	88	36	kolmogorov	kolmogorov	ADJ
amfbr-2071	88	37	smirnov	smirnov	PROPN
amfbr-2071	88	38	test	test	NOUN
amfbr-2071	88	39	to	to	PART
amfbr-2071	88	40	examine	examine	VERB
amfbr-2071	88	41	the	the	DET
amfbr-2071	88	42	observable	observable	ADJ
amfbr-2071	88	43	trend	trend	NOUN
amfbr-2071	88	44	in	in	ADP
amfbr-2071	88	45	the	the	DET
amfbr-2071	88	46	pattern	pattern	NOUN
amfbr-2071	88	47	of	of	ADP
amfbr-2071	88	48	stock	stock	NOUN
amfbr-2071	88	49	price	price	NOUN
amfbr-2071	88	50	movements	movement	NOUN
amfbr-2071	88	51	.	.	PUNCT
amfbr-2071	89	1	after	after	ADP
amfbr-2071	89	2	the	the	DET
amfbr-2071	89	3	analysis	analysis	NOUN
amfbr-2071	89	4	,	,	PUNCT
amfbr-2071	89	5	the	the	DET
amfbr-2071	89	6	movements	movement	NOUN
amfbr-2071	89	7	of	of	ADP
amfbr-2071	89	8	stock	stock	NOUN
amfbr-2071	89	9	prices	price	NOUN
amfbr-2071	89	10	in	in	ADP
amfbr-2071	89	11	the	the	DET
amfbr-2071	89	12	stock	stock	NOUN
amfbr-2071	89	13	market	market	NOUN
amfbr-2071	89	14	were	be	AUX
amfbr-2071	89	15	observed	observe	VERB
amfbr-2071	89	16	to	to	PART
amfbr-2071	89	17	be	be	AUX
amfbr-2071	89	18	independent	independent	ADJ
amfbr-2071	89	19	.	.	PUNCT
amfbr-2071	90	1	the	the	DET
amfbr-2071	90	2	movements	movement	NOUN
amfbr-2071	90	3	of	of	ADP
amfbr-2071	90	4	stock	stock	NOUN
amfbr-2071	90	5	prices	price	NOUN
amfbr-2071	90	6	in	in	ADP
amfbr-2071	90	7	the	the	DET
amfbr-2071	90	8	stock	stock	NOUN
amfbr-2071	90	9	market	market	NOUN
amfbr-2071	90	10	were	be	AUX
amfbr-2071	90	11	not	not	PART
amfbr-2071	90	12	random	random	ADJ
amfbr-2071	90	13	.	.	PUNCT
amfbr-2071	91	1	also	also	ADV
amfbr-2071	91	2	was	be	AUX
amfbr-2071	91	3	an	an	DET
amfbr-2071	91	4	observable	observable	ADJ
amfbr-2071	91	5	trend	trend	NOUN
amfbr-2071	91	6	in	in	ADP
amfbr-2071	91	7	the	the	DET
amfbr-2071	91	8	pattern	pattern	NOUN
amfbr-2071	91	9	of	of	ADP
amfbr-2071	91	10	stock	stock	NOUN
amfbr-2071	91	11	prices	price	NOUN
amfbr-2071	91	12	movement	movement	NOUN
amfbr-2071	91	13	in	in	ADP
amfbr-2071	91	14	the	the	DET
amfbr-2071	91	15	stock	stock	NOUN
amfbr-2071	91	16	market	market	NOUN
amfbr-2071	91	17	.	.	PUNCT
amfbr-2071	92	1	the	the	DET
amfbr-2071	92	2	result	result	NOUN
amfbr-2071	92	3	of	of	ADP
amfbr-2071	92	4	the	the	DET
amfbr-2071	92	5	partial	partial	ADJ
amfbr-2071	92	6	auto	auto	NOUN
amfbr-2071	92	7	correlation	correlation	NOUN
amfbr-2071	92	8	test	test	NOUN
amfbr-2071	92	9	showed	show	VERB
amfbr-2071	92	10	that	that	SCONJ
amfbr-2071	92	11	the	the	DET
amfbr-2071	92	12	movements	movement	NOUN
amfbr-2071	92	13	of	of	ADP
amfbr-2071	92	14	the	the	DET
amfbr-2071	92	15	stock	stock	NOUN
amfbr-2071	92	16	prices	price	NOUN
amfbr-2071	92	17	are	be	AUX
amfbr-2071	92	18	independent	independent	ADJ
amfbr-2071	92	19	.	.	PUNCT
amfbr-2071	93	1	again	again	ADV
amfbr-2071	93	2	,	,	PUNCT
amfbr-2071	93	3	the	the	DET
amfbr-2071	93	4	result	result	NOUN
amfbr-2071	93	5	of	of	ADP
amfbr-2071	93	6	the	the	DET
amfbr-2071	93	7	runs	run	NOUN
amfbr-2071	93	8	test	test	VERB
amfbr-2071	93	9	and	and	CCONJ
amfbr-2071	93	10	the	the	DET
amfbr-2071	93	11	distribution	distribution	NOUN
amfbr-2071	93	12	patterns	pattern	NOUN
amfbr-2071	93	13	also	also	ADV
amfbr-2071	93	14	show	show	VERB
amfbr-2071	93	15	that	that	SCONJ
amfbr-2071	93	16	the	the	DET
amfbr-2071	93	17	movements	movement	NOUN
amfbr-2071	93	18	of	of	ADP
amfbr-2071	93	19	stock	stock	NOUN
amfbr-2071	93	20	prices	price	NOUN
amfbr-2071	93	21	were	be	AUX
amfbr-2071	93	22	not	not	PART
amfbr-2071	93	23	completely	completely	ADV
amfbr-2071	93	24	random	random	ADJ
amfbr-2071	93	25	.	.	PUNCT
amfbr-2071	94	1	applying	apply	VERB
amfbr-2071	94	2	serial	serial	ADJ
amfbr-2071	94	3	correlation	correlation	NOUN
amfbr-2071	94	4	technique	technique	NOUN
amfbr-2071	94	5	and	and	CCONJ
amfbr-2071	94	6	runs	run	VERB
amfbr-2071	94	7	test	test	NOUN
amfbr-2071	94	8	,	,	PUNCT
amfbr-2071	94	9	ajao	ajao	NOUN
amfbr-2071	94	10	and	and	CCONJ
amfbr-2071	94	11	osayuwu	osayuwu	PROPN
amfbr-2071	94	12	(	(	PUNCT
amfbr-2071	94	13	2012	2012	NUM
amfbr-2071	94	14	)	)	PUNCT
amfbr-2071	94	15	investigated	investigate	VERB
amfbr-2071	94	16	the	the	DET
amfbr-2071	94	17	efficacy	efficacy	NOUN
amfbr-2071	94	18	of	of	ADP
amfbr-2071	94	19	the	the	DET
amfbr-2071	94	20	weak	weak	ADJ
amfbr-2071	94	21	form	form	NOUN
amfbr-2071	94	22	of	of	ADP
amfbr-2071	94	23	efficient	efficient	ADJ
amfbr-2071	94	24	market	market	NOUN
amfbr-2071	94	25	hypothesis	hypothesis	NOUN
amfbr-2071	94	26	in	in	ADP
amfbr-2071	94	27	the	the	DET
amfbr-2071	94	28	nigerian	nigerian	ADJ
amfbr-2071	94	29	capital	capital	NOUN
amfbr-2071	94	30	market	market	NOUN
amfbr-2071	94	31	.	.	PUNCT
amfbr-2071	95	1	the	the	DET
amfbr-2071	95	2	study	study	NOUN
amfbr-2071	95	3	covered	cover	VERB
amfbr-2071	95	4	all	all	DET
amfbr-2071	95	5	securities	security	NOUN
amfbr-2071	95	6	traded	trade	VERB
amfbr-2071	95	7	on	on	ADP
amfbr-2071	95	8	the	the	DET
amfbr-2071	95	9	floor	floor	NOUN
amfbr-2071	95	10	of	of	ADP
amfbr-2071	95	11	the	the	DET
amfbr-2071	95	12	nigerian	nigerian	ADJ
amfbr-2071	95	13	stock	stock	NOUN
amfbr-2071	95	14	exchange	exchange	PROPN
amfbr-2071	95	15	and	and	CCONJ
amfbr-2071	95	16	the	the	DET
amfbr-2071	95	17	month	month	NOUN
amfbr-2071	95	18	end	end	NOUN
amfbr-2071	95	19	value	value	NOUN
amfbr-2071	95	20	of	of	ADP
amfbr-2071	95	21	the	the	DET
amfbr-2071	95	22	all	all	DET
amfbr-2071	95	23	-	-	PUNCT
amfbr-2071	95	24	share	share	NOUN
amfbr-2071	95	25	index	index	NOUN
amfbr-2071	95	26	from	from	ADP
amfbr-2071	95	27	2001	2001	NUM
amfbr-2071	95	28	-	-	SYM
amfbr-2071	95	29	2010	2010	NUM
amfbr-2071	95	30	.	.	PUNCT
amfbr-2071	96	1	the	the	DET
amfbr-2071	96	2	serial	serial	ADJ
amfbr-2071	96	3	correlation	correlation	NOUN
amfbr-2071	96	4	technique	technique	NOUN
amfbr-2071	96	5	was	be	AUX
amfbr-2071	96	6	used	use	VERB
amfbr-2071	96	7	to	to	PART
amfbr-2071	96	8	test	test	VERB
amfbr-2071	96	9	for	for	ADP
amfbr-2071	96	10	independence	independence	NOUN
amfbr-2071	96	11	of	of	ADP
amfbr-2071	96	12	successive	successive	ADJ
amfbr-2071	96	13	price	price	NOUN
amfbr-2071	96	14	movement	movement	NOUN
amfbr-2071	96	15	and	and	CCONJ
amfbr-2071	96	16	the	the	DET
amfbr-2071	96	17	distributive	distributive	ADJ
amfbr-2071	96	18	pattern	pattern	NOUN
amfbr-2071	96	19	whereas	whereas	SCONJ
amfbr-2071	96	20	runs	run	VERB
amfbr-2071	96	21	test	test	NOUN
amfbr-2071	96	22	was	be	AUX
amfbr-2071	96	23	applied	apply	VERB
amfbr-2071	96	24	to	to	PART
amfbr-2071	96	25	test	test	VERB
amfbr-2071	96	26	for	for	ADP
amfbr-2071	96	27	randomness	randomness	NOUN
amfbr-2071	96	28	of	of	ADP
amfbr-2071	96	29	share	share	NOUN
amfbr-2071	96	30	price	price	NOUN
amfbr-2071	96	31	movement	movement	NOUN
amfbr-2071	96	32	and	and	CCONJ
amfbr-2071	96	33	found	find	VERB
amfbr-2071	96	34	that	that	SCONJ
amfbr-2071	96	35	the	the	DET
amfbr-2071	96	36	correlation	correlation	NOUN
amfbr-2071	96	37	coefficients	coefficient	NOUN
amfbr-2071	96	38	did	do	AUX
amfbr-2071	96	39	not	not	PART
amfbr-2071	96	40	violate	violate	VERB
amfbr-2071	96	41	the	the	DET
amfbr-2071	96	42	two	two	NUM
amfbr-2071	96	43	-	-	PUNCT
amfbr-2071	96	44	standard	standard	NOUN
amfbr-2071	96	45	error	error	NOUN
amfbr-2071	96	46	test	test	NOUN
amfbr-2071	96	47	.	.	PUNCT
amfbr-2071	97	1	again	again	ADV
amfbr-2071	97	2	,	,	PUNCT
amfbr-2071	97	3	the	the	DET
amfbr-2071	97	4	box	box	NOUN
amfbr-2071	97	5	-	-	PUNCT
amfbr-2071	97	6	ljung	ljung	VERB
amfbr-2071	97	7	statistic	statistic	NOUN
amfbr-2071	97	8	revealed	reveal	VERB
amfbr-2071	97	9	that	that	SCONJ
amfbr-2071	97	10	none	none	NOUN
amfbr-2071	97	11	of	of	ADP
amfbr-2071	97	12	the	the	DET
amfbr-2071	97	13	serial	serial	ADJ
amfbr-2071	97	14	correlation	correlation	NOUN
amfbr-2071	97	15	coefficients	coefficient	NOUN
amfbr-2071	97	16	was	be	AUX
amfbr-2071	97	17	significant	significant	ADJ
amfbr-2071	97	18	,	,	PUNCT
amfbr-2071	97	19	and	and	CCONJ
amfbr-2071	97	20	the	the	DET
amfbr-2071	97	21	box	box	PROPN
amfbr-2071	97	22	pierce	pierce	PROPN
amfbr-2071	97	23	q	q	PROPN
amfbr-2071	97	24	-	-	PUNCT
amfbr-2071	97	25	statistics	statistic	NOUN
amfbr-2071	97	26	indicated	indicate	VERB
amfbr-2071	97	27	that	that	SCONJ
amfbr-2071	97	28	the	the	DET
amfbr-2071	97	29	overall	overall	ADJ
amfbr-2071	97	30	significance	significance	NOUN
amfbr-2071	97	31	of	of	ADP
amfbr-2071	97	32	the	the	DET
amfbr-2071	97	33	serial	serial	ADJ
amfbr-2071	97	34	correlation	correlation	NOUN
amfbr-2071	97	35	test	test	NOUN
amfbr-2071	97	36	was	be	AUX
amfbr-2071	97	37	poor	poor	ADJ
amfbr-2071	97	38	while	while	SCONJ
amfbr-2071	97	39	the	the	DET
amfbr-2071	97	40	result	result	NOUN
amfbr-2071	97	41	of	of	ADP
amfbr-2071	97	42	the	the	DET
amfbr-2071	97	43	distribution	distribution	NOUN
amfbr-2071	97	44	pattern	pattern	NOUN
amfbr-2071	97	45	shows	show	VERB
amfbr-2071	97	46	that	that	SCONJ
amfbr-2071	97	47	stock	stock	NOUN
amfbr-2071	97	48	price	price	NOUN
amfbr-2071	97	49	movements	movement	NOUN
amfbr-2071	97	50	are	be	AUX
amfbr-2071	97	51	approximately	approximately	ADV
amfbr-2071	97	52	normal	normal	ADJ
amfbr-2071	97	53	.	.	PUNCT
amfbr-2071	98	1	on	on	ADP
amfbr-2071	98	2	that	that	DET
amfbr-2071	98	3	premise	premise	NOUN
amfbr-2071	98	4	,	,	PUNCT
amfbr-2071	98	5	it	it	PRON
amfbr-2071	98	6	was	be	AUX
amfbr-2071	98	7	concluded	conclude	VERB
amfbr-2071	98	8	that	that	SCONJ
amfbr-2071	98	9	successive	successive	ADJ
amfbr-2071	98	10	price	price	NOUN
amfbr-2071	98	11	changes	change	NOUN
amfbr-2071	98	12	of	of	ADP
amfbr-2071	98	13	stocks	stock	NOUN
amfbr-2071	98	14	traded	trade	VERB
amfbr-2071	98	15	on	on	ADP
amfbr-2071	98	16	the	the	DET
amfbr-2071	98	17	floor	floor	NOUN
amfbr-2071	98	18	of	of	ADP
amfbr-2071	98	19	the	the	DET
amfbr-2071	98	20	nigerian	nigerian	ADJ
amfbr-2071	98	21	capital	capital	NOUN
amfbr-2071	98	22	market	market	NOUN
amfbr-2071	98	23	are	be	AUX
amfbr-2071	98	24	independent	independent	ADJ
amfbr-2071	98	25	and	and	CCONJ
amfbr-2071	98	26	random	random	ADJ
amfbr-2071	98	27	.	.	PUNCT
amfbr-2071	99	1	therefore	therefore	ADV
amfbr-2071	99	2	,	,	PUNCT
amfbr-2071	99	3	the	the	DET
amfbr-2071	99	4	nigerian	nigerian	ADJ
amfbr-2071	99	5	capital	capital	NOUN
amfbr-2071	99	6	market	market	NOUN
amfbr-2071	99	7	is	be	AUX
amfbr-2071	99	8	efficient	efficient	ADJ
amfbr-2071	99	9	in	in	ADP
amfbr-2071	99	10	the	the	DET
amfbr-2071	99	11	weak	weak	ADJ
amfbr-2071	99	12	form	form	NOUN
amfbr-2071	99	13	.	.	PUNCT
amfbr-2071	100	1	afego	afego	PROPN
amfbr-2071	100	2	(	(	PUNCT
amfbr-2071	100	3	2012	2012	NUM
amfbr-2071	100	4	)	)	PUNCT
amfbr-2071	100	5	employed	employ	VERB
amfbr-2071	100	6	non	non	ADJ
amfbr-2071	100	7	-	-	ADJ
amfbr-2071	100	8	parametric	parametric	ADJ
amfbr-2071	100	9	runs	run	NOUN
amfbr-2071	100	10	test	test	VERB
amfbr-2071	100	11	to	to	PART
amfbr-2071	100	12	examine	examine	VERB
amfbr-2071	100	13	the	the	DET
amfbr-2071	100	14	weak	weak	ADJ
amfbr-2071	100	15	-	-	PUNCT
amfbr-2071	100	16	form	form	NOUN
amfbr-2071	100	17	efficient	efficient	ADJ
amfbr-2071	100	18	market	market	NOUN
amfbr-2071	100	19	hypothesis	hypothesis	NOUN
amfbr-2071	100	20	for	for	ADP
amfbr-2071	100	21	the	the	DET
amfbr-2071	100	22	nigerian	nigerian	ADJ
amfbr-2071	100	23	stock	stock	NOUN
amfbr-2071	100	24	market	market	NOUN
amfbr-2071	100	25	with	with	ADP
amfbr-2071	100	26	emphasis	emphasis	NOUN
amfbr-2071	100	27	on	on	ADP
amfbr-2071	100	28	random	random	ADJ
amfbr-2071	100	29	walks	walk	NOUN
amfbr-2071	100	30	in	in	ADP
amfbr-2071	100	31	the	the	DET
amfbr-2071	100	32	monthly	monthly	ADJ
amfbr-2071	100	33	index	index	NOUN
amfbr-2071	100	34	returns	return	NOUN
amfbr-2071	100	35	over	over	ADP
amfbr-2071	100	36	the	the	DET
amfbr-2071	100	37	period	period	NOUN
amfbr-2071	100	38	1984	1984	NUM
amfbr-2071	100	39	-	-	SYM
amfbr-2071	100	40	2009	2009	NUM
amfbr-2071	100	41	.	.	PUNCT
amfbr-2071	101	1	the	the	DET
amfbr-2071	101	2	results	result	NOUN
amfbr-2071	101	3	observed	observe	VERB
amfbr-2071	101	4	that	that	SCONJ
amfbr-2071	101	5	index	index	NOUN
amfbr-2071	101	6	returns	return	NOUN
amfbr-2071	101	7	on	on	ADP
amfbr-2071	101	8	the	the	DET
amfbr-2071	101	9	nigerian	nigerian	ADJ
amfbr-2071	101	10	stock	stock	NOUN
amfbr-2071	101	11	exchange	exchange	PROPN
amfbr-2071	101	12	(	(	PUNCT
amfbr-2071	101	13	nse	nse	NOUN
amfbr-2071	101	14	)	)	PUNCT
amfbr-2071	101	15	exhibited	exhibit	VERB
amfbr-2071	101	16	a	a	DET
amfbr-2071	101	17	predictable	predictable	ADJ
amfbr-2071	101	18	component	component	NOUN
amfbr-2071	101	19	,	,	PUNCT
amfbr-2071	101	20	indicating	indicate	VERB
amfbr-2071	101	21	that	that	SCONJ
amfbr-2071	101	22	traders	trader	NOUN
amfbr-2071	101	23	can	can	AUX
amfbr-2071	101	24	earn	earn	VERB
amfbr-2071	101	25	superior	superior	ADJ
amfbr-2071	101	26	returns	return	NOUN
amfbr-2071	101	27	by	by	ADP
amfbr-2071	101	28	employing	employ	VERB
amfbr-2071	101	29	trading	trading	NOUN
amfbr-2071	101	30	rules	rule	NOUN
amfbr-2071	101	31	.	.	PUNCT
amfbr-2071	102	1	the	the	DET
amfbr-2071	102	2	statistically	statistically	ADV
amfbr-2071	102	3	significant	significant	ADJ
amfbr-2071	102	4	deviations	deviation	NOUN
amfbr-2071	102	5	from	from	ADP
amfbr-2071	102	6	randomness	randomness	NOUN
amfbr-2071	102	7	also	also	ADV
amfbr-2071	102	8	suggest	suggest	VERB
amfbr-2071	102	9	sub	sub	ADJ
amfbr-2071	102	10	-	-	ADJ
amfbr-2071	102	11	optimal	optimal	ADJ
amfbr-2071	102	12	allocation	allocation	NOUN
amfbr-2071	102	13	of	of	ADP
amfbr-2071	102	14	investment	investment	NOUN
amfbr-2071	102	15	capital	capital	NOUN
amfbr-2071	102	16	within	within	ADP
amfbr-2071	102	17	the	the	DET
amfbr-2071	102	18	economy	economy	NOUN
amfbr-2071	102	19	.	.	PUNCT
amfbr-2071	103	1	the	the	DET
amfbr-2071	103	2	results	result	NOUN
amfbr-2071	103	3	generally	generally	ADV
amfbr-2071	103	4	contradict	contradict	VERB
amfbr-2071	103	5	the	the	DET
amfbr-2071	103	6	weak	weak	ADJ
amfbr-2071	103	7	form	form	NOUN
amfbr-2071	103	8	of	of	ADP
amfbr-2071	103	9	the	the	DET
amfbr-2071	103	10	efficient	efficient	ADJ
amfbr-2071	103	11	market	market	NOUN
amfbr-2071	103	12	hypothesis	hypothesis	NOUN
amfbr-2071	103	13	.	.	PUNCT
amfbr-2071	104	1	gimba	gimba	NOUN
amfbr-2071	104	2	(	(	PUNCT
amfbr-2071	104	3	2012	2012	NUM
amfbr-2071	104	4	)	)	PUNCT
amfbr-2071	104	5	used	use	VERB
amfbr-2071	104	6	autocorrelation	autocorrelation	NOUN
amfbr-2071	104	7	test	test	NOUN
amfbr-2071	104	8	to	to	PART
amfbr-2071	104	9	investigate	investigate	VERB
amfbr-2071	104	10	the	the	DET
amfbr-2071	104	11	weak	weak	ADJ
amfbr-2071	104	12	form	form	NOUN
amfbr-2071	104	13	emh	emh	PROPN
amfbr-2071	104	14	of	of	ADP
amfbr-2071	104	15	the	the	DET
amfbr-2071	104	16	nse	nse	NOUN
amfbr-2071	104	17	using	use	VERB
amfbr-2071	104	18	daily	daily	ADJ
amfbr-2071	104	19	and	and	CCONJ
amfbr-2071	104	20	weekly	weekly	ADJ
amfbr-2071	104	21	nse	nse	NOUN
amfbr-2071	104	22	all	all	DET
amfbr-2071	104	23	share	share	NOUN
amfbr-2071	104	24	index	index	NOUN
amfbr-2071	104	25	(	(	PUNCT
amfbr-2071	104	26	asi	asi	NOUN
amfbr-2071	104	27	)	)	PUNCT
amfbr-2071	104	28	and	and	CCONJ
amfbr-2071	104	29	five	five	NUM
amfbr-2071	104	30	most	most	ADV
amfbr-2071	104	31	traded	trade	VERB
amfbr-2071	104	32	banks	bank	NOUN
amfbr-2071	104	33	stock	stock	NOUN
amfbr-2071	104	34	of	of	ADP
amfbr-2071	104	35	nse	nse	NOUN
amfbr-2071	104	36	from	from	ADP
amfbr-2071	104	37	january	january	PROPN
amfbr-2071	104	38	2007	2007	NUM
amfbr-2071	104	39	to	to	ADP
amfbr-2071	104	40	december	december	PROPN
amfbr-2071	104	41	2009	2009	NUM
amfbr-2071	104	42	for	for	ADP
amfbr-2071	104	43	the	the	DET
amfbr-2071	104	44	daily	daily	NOUN
amfbr-2071	104	45	and	and	CCONJ
amfbr-2071	104	46	from	from	ADP
amfbr-2071	104	47	june	june	PROPN
amfbr-2071	104	48	2005	2005	NUM
amfbr-2071	104	49	to	to	ADP
amfbr-2071	104	50	2009	2009	NUM
amfbr-2071	104	51	for	for	ADP
amfbr-2071	104	52	the	the	DET
amfbr-2071	104	53	weekly	weekly	ADJ
amfbr-2071	104	54	data	datum	NOUN
amfbr-2071	104	55	.	.	PUNCT
amfbr-2071	105	1	the	the	DET
amfbr-2071	105	2	results	result	NOUN
amfbr-2071	105	3	found	find	VERB
amfbr-2071	105	4	that	that	SCONJ
amfbr-2071	105	5	nigerian	nigerian	ADJ
amfbr-2071	105	6	capital	capital	NOUN
amfbr-2071	105	7	market	market	NOUN
amfbr-2071	105	8	is	be	AUX
amfbr-2071	105	9	weak	weak	ADJ
amfbr-2071	105	10	form	form	NOUN
amfbr-2071	105	11	is	be	AUX
amfbr-2071	105	12	inefficient	inefficient	ADJ
amfbr-2071	105	13	.	.	PUNCT
amfbr-2071	106	1	agwu	agwu	PROPN
amfbr-2071	106	2	,	,	PUNCT
amfbr-2071	106	3	american	american	PROPN
amfbr-2071	106	4	finance	finance	PROPN
amfbr-2071	106	5	&	&	CCONJ
amfbr-2071	106	6	banking	banking	PROPN
amfbr-2071	106	7	review	review	NOUN
amfbr-2071	106	8	8(1	8(1	NOUN
amfbr-2071	106	9	)	)	PUNCT
amfbr-2071	106	10	(	(	PUNCT
amfbr-2071	106	11	2023	2023	NUM
amfbr-2071	106	12	)	)	PUNCT
amfbr-2071	106	13	,	,	PUNCT
amfbr-2071	106	14	1	1	NUM
amfbr-2071	106	15	-	-	SYM
amfbr-2071	106	16	13	13	NUM
amfbr-2071	106	17	4	4	NUM
amfbr-2071	106	18	applying	apply	VERB
amfbr-2071	106	19	box	box	NOUN
amfbr-2071	106	20	-	-	PUNCT
amfbr-2071	106	21	jenkins	jenkins	PROPN
amfbr-2071	106	22	arima	arima	PROPN
amfbr-2071	106	23	models	model	NOUN
amfbr-2071	106	24	,	,	PUNCT
amfbr-2071	106	25	gay	gay	NOUN
amfbr-2071	106	26	(	(	PUNCT
amfbr-2071	106	27	2016	2016	NUM
amfbr-2071	106	28	)	)	PUNCT
amfbr-2071	106	29	investigated	investigate	VERB
amfbr-2071	106	30	the	the	DET
amfbr-2071	106	31	relationship	relationship	NOUN
amfbr-2071	106	32	between	between	ADP
amfbr-2071	106	33	stock	stock	NOUN
amfbr-2071	106	34	market	market	NOUN
amfbr-2071	106	35	prices	price	NOUN
amfbr-2071	106	36	and	and	CCONJ
amfbr-2071	106	37	macroeconomic	macroeconomic	ADJ
amfbr-2071	106	38	variables	variable	NOUN
amfbr-2071	106	39	(	(	PUNCT
amfbr-2071	106	40	exchange	exchange	NOUN
amfbr-2071	106	41	rate	rate	NOUN
amfbr-2071	106	42	and	and	CCONJ
amfbr-2071	106	43	oil	oil	NOUN
amfbr-2071	106	44	price	price	NOUN
amfbr-2071	106	45	)	)	PUNCT
amfbr-2071	106	46	and	and	CCONJ
amfbr-2071	106	47	found	find	VERB
amfbr-2071	106	48	no	no	DET
amfbr-2071	106	49	relationship	relationship	NOUN
amfbr-2071	106	50	between	between	ADP
amfbr-2071	106	51	present	present	ADJ
amfbr-2071	106	52	and	and	CCONJ
amfbr-2071	106	53	past	past	ADJ
amfbr-2071	106	54	stock	stock	NOUN
amfbr-2071	106	55	returns	return	NOUN
amfbr-2071	106	56	,	,	PUNCT
amfbr-2071	106	57	affirming	affirm	VERB
amfbr-2071	106	58	that	that	SCONJ
amfbr-2071	106	59	bric	bric	PROPN
amfbr-2071	106	60	markets	market	NOUN
amfbr-2071	106	61	exhibited	exhibit	VERB
amfbr-2071	106	62	weak	weak	ADJ
amfbr-2071	106	63	form	form	NOUN
amfbr-2071	106	64	efficiency	efficiency	NOUN
amfbr-2071	106	65	within	within	ADP
amfbr-2071	106	66	the	the	DET
amfbr-2071	106	67	scope	scope	NOUN
amfbr-2071	106	68	of	of	ADP
amfbr-2071	106	69	the	the	DET
amfbr-2071	106	70	study	study	NOUN
amfbr-2071	106	71	.	.	PUNCT
amfbr-2071	107	1	goudarzi	goudarzi	NOUN
amfbr-2071	107	2	(	(	PUNCT
amfbr-2071	107	3	2013	2013	NUM
amfbr-2071	107	4	)	)	PUNCT
amfbr-2071	107	5	employed	employ	VERB
amfbr-2071	107	6	adf	adf	PROPN
amfbr-2071	107	7	test	test	NOUN
amfbr-2071	107	8	and	and	CCONJ
amfbr-2071	107	9	garch	garch	NOUN
amfbr-2071	107	10	model	model	NOUN
amfbr-2071	107	11	to	to	PART
amfbr-2071	107	12	investigate	investigate	VERB
amfbr-2071	107	13	market	market	NOUN
amfbr-2071	107	14	efficiency	efficiency	NOUN
amfbr-2071	107	15	in	in	ADP
amfbr-2071	107	16	india	india	PROPN
amfbr-2071	107	17	stock	stock	NOUN
amfbr-2071	107	18	market	market	NOUN
amfbr-2071	107	19	through	through	ADP
amfbr-2071	107	20	modeling	model	VERB
amfbr-2071	107	21	one	one	NUM
amfbr-2071	107	22	asset	asset	NOUN
amfbr-2071	107	23	return	return	NOUN
amfbr-2071	107	24	series	series	NOUN
amfbr-2071	107	25	.	.	PUNCT
amfbr-2071	108	1	the	the	DET
amfbr-2071	108	2	results	result	NOUN
amfbr-2071	108	3	found	find	VERB
amfbr-2071	108	4	that	that	SCONJ
amfbr-2071	108	5	underlying	underlie	VERB
amfbr-2071	108	6	series	series	NOUN
amfbr-2071	108	7	is	be	AUX
amfbr-2071	108	8	stationary	stationary	ADJ
amfbr-2071	108	9	,	,	PUNCT
amfbr-2071	108	10	mean	mean	ADV
amfbr-2071	108	11	reverting	revert	VERB
amfbr-2071	108	12	,	,	PUNCT
amfbr-2071	108	13	suggesting	suggest	VERB
amfbr-2071	108	14	that	that	SCONJ
amfbr-2071	108	15	the	the	DET
amfbr-2071	108	16	indian	indian	ADJ
amfbr-2071	108	17	stock	stock	NOUN
amfbr-2071	108	18	market	market	NOUN
amfbr-2071	108	19	is	be	AUX
amfbr-2071	108	20	weak	weak	ADJ
amfbr-2071	108	21	form	form	NOUN
amfbr-2071	108	22	inefficient	inefficient	ADJ
amfbr-2071	108	23	.	.	PUNCT
amfbr-2071	109	1	efficient	efficient	ADJ
amfbr-2071	109	2	market	market	NOUN
amfbr-2071	109	3	hypothesis	hypothesis	NOUN
amfbr-2071	109	4	controversy	controversy	NOUN
amfbr-2071	109	5	and	and	CCONJ
amfbr-2071	109	6	emergence	emergence	NOUN
amfbr-2071	109	7	of	of	ADP
amfbr-2071	109	8	behavioural	behavioural	ADJ
amfbr-2071	109	9	finance	finance	NOUN
amfbr-2071	109	10	before	before	ADP
amfbr-2071	109	11	the	the	DET
amfbr-2071	109	12	emergence	emergence	NOUN
amfbr-2071	109	13	of	of	ADP
amfbr-2071	109	14	modern	modern	ADJ
amfbr-2071	109	15	portfolio	portfolio	NOUN
amfbr-2071	109	16	selection	selection	NOUN
amfbr-2071	109	17	,	,	PUNCT
amfbr-2071	109	18	bernoulli	bernoulli	PROPN
amfbr-2071	109	19	and	and	CCONJ
amfbr-2071	109	20	cramer	cramer	PROPN
amfbr-2071	109	21	in	in	ADP
amfbr-2071	109	22	the	the	DET
amfbr-2071	109	23	18th	18th	ADJ
amfbr-2071	109	24	century	century	NOUN
amfbr-2071	109	25	reached	reach	VERB
amfbr-2071	109	26	the	the	DET
amfbr-2071	109	27	conclusion	conclusion	NOUN
amfbr-2071	109	28	that	that	SCONJ
amfbr-2071	109	29	decisions	decision	NOUN
amfbr-2071	109	30	under	under	ADP
amfbr-2071	109	31	condition	condition	NOUN
amfbr-2071	109	32	of	of	ADP
amfbr-2071	109	33	uncertainty	uncertainty	NOUN
amfbr-2071	109	34	could	could	AUX
amfbr-2071	109	35	not	not	PART
amfbr-2071	109	36	be	be	AUX
amfbr-2071	109	37	made	make	VERB
amfbr-2071	109	38	solely	solely	ADV
amfbr-2071	109	39	based	base	VERB
amfbr-2071	109	40	on	on	ADP
amfbr-2071	109	41	expected	expect	VERB
amfbr-2071	109	42	(	(	PUNCT
amfbr-2071	109	43	mean	mean	NOUN
amfbr-2071	109	44	)	)	PUNCT
amfbr-2071	109	45	return	return	NOUN
amfbr-2071	109	46	.	.	PUNCT
amfbr-2071	110	1	subsequently	subsequently	ADV
amfbr-2071	110	2	,	,	PUNCT
amfbr-2071	110	3	various	various	ADJ
amfbr-2071	110	4	economists	economist	NOUN
amfbr-2071	110	5	have	have	AUX
amfbr-2071	110	6	tried	try	VERB
amfbr-2071	110	7	to	to	PART
amfbr-2071	110	8	evaluate	evaluate	VERB
amfbr-2071	110	9	investments	investment	NOUN
amfbr-2071	110	10	with	with	ADP
amfbr-2071	110	11	the	the	DET
amfbr-2071	110	12	aid	aid	NOUN
amfbr-2071	110	13	of	of	ADP
amfbr-2071	110	14	two	two	NUM
amfbr-2071	110	15	(	(	PUNCT
amfbr-2071	110	16	or	or	CCONJ
amfbr-2071	110	17	more	more	ADJ
amfbr-2071	110	18	)	)	PUNCT
amfbr-2071	110	19	indicators	indicator	NOUN
amfbr-2071	110	20	based	base	VERB
amfbr-2071	110	21	on	on	ADP
amfbr-2071	110	22	the	the	DET
amfbr-2071	110	23	distribution	distribution	NOUN
amfbr-2071	110	24	of	of	ADP
amfbr-2071	110	25	returns	return	NOUN
amfbr-2071	110	26	.	.	PUNCT
amfbr-2071	111	1	generally	generally	ADV
amfbr-2071	111	2	,	,	PUNCT
amfbr-2071	111	3	one	one	NUM
amfbr-2071	111	4	index	index	NOUN
amfbr-2071	111	5	reflects	reflect	VERB
amfbr-2071	111	6	the	the	DET
amfbr-2071	111	7	profitability	profitability	NOUN
amfbr-2071	111	8	of	of	ADP
amfbr-2071	111	9	the	the	DET
amfbr-2071	111	10	investment	investment	NOUN
amfbr-2071	111	11	while	while	SCONJ
amfbr-2071	111	12	the	the	DET
amfbr-2071	111	13	other	other	ADJ
amfbr-2071	111	14	is	be	AUX
amfbr-2071	111	15	based	base	VERB
amfbr-2071	111	16	on	on	ADP
amfbr-2071	111	17	the	the	DET
amfbr-2071	111	18	dispersion	dispersion	NOUN
amfbr-2071	111	19	of	of	ADP
amfbr-2071	111	20	the	the	DET
amfbr-2071	111	21	distribution	distribution	NOUN
amfbr-2071	111	22	of	of	ADP
amfbr-2071	111	23	returns	return	NOUN
amfbr-2071	111	24	and	and	CCONJ
amfbr-2071	111	25	reflects	reflect	VERB
amfbr-2071	111	26	the	the	DET
amfbr-2071	111	27	investment	investment	NOUN
amfbr-2071	111	28	’s	’s	PART
amfbr-2071	111	29	risk	risk	NOUN
amfbr-2071	111	30	.	.	PUNCT
amfbr-2071	112	1	the	the	DET
amfbr-2071	112	2	most	most	ADV
amfbr-2071	112	3	common	common	ADJ
amfbr-2071	112	4	profitability	profitability	NOUN
amfbr-2071	112	5	distribution	distribution	NOUN
amfbr-2071	112	6	of	of	ADP
amfbr-2071	112	7	returns	return	NOUN
amfbr-2071	112	8	;	;	PUNCT
amfbr-2071	112	9	the	the	DET
amfbr-2071	112	10	risk	risk	NOUN
amfbr-2071	112	11	index	index	NOUN
amfbr-2071	112	12	is	be	AUX
amfbr-2071	112	13	usually	usually	ADV
amfbr-2071	112	14	based	base	VERB
amfbr-2071	112	15	on	on	ADP
amfbr-2071	112	16	the	the	DET
amfbr-2071	112	17	variance	variance	NOUN
amfbr-2071	112	18	of	of	ADP
amfbr-2071	112	19	the	the	DET
amfbr-2071	112	20	distribution	distribution	NOUN
amfbr-2071	112	21	,	,	PUNCT
amfbr-2071	112	22	its	its	PRON
amfbr-2071	112	23	range	range	NOUN
amfbr-2071	112	24	,	,	PUNCT
amfbr-2071	112	25	and	and	CCONJ
amfbr-2071	112	26	so	so	ADV
amfbr-2071	112	27	on	on	ADV
amfbr-2071	112	28	.	.	PUNCT
amfbr-2071	113	1	as	as	SCONJ
amfbr-2071	113	2	result	result	NOUN
amfbr-2071	113	3	of	of	ADP
amfbr-2071	113	4	the	the	DET
amfbr-2071	113	5	bernoulli	bernoulli	PROPN
amfbr-2071	113	6	and	and	CCONJ
amfbr-2071	113	7	cramer	cramer	PROPN
amfbr-2071	113	8	observation	observation	NOUN
amfbr-2071	113	9	and	and	CCONJ
amfbr-2071	113	10	various	various	ADJ
amfbr-2071	113	11	economists	economist	NOUN
amfbr-2071	113	12	’	'	PUNCT
amfbr-2071	113	13	attempts	attempt	VERB
amfbr-2071	113	14	to	to	PART
amfbr-2071	113	15	bridge	bridge	VERB
amfbr-2071	113	16	the	the	DET
amfbr-2071	113	17	gap	gap	NOUN
amfbr-2071	113	18	,	,	PUNCT
amfbr-2071	113	19	rules	rule	NOUN
amfbr-2071	113	20	of	of	ADP
amfbr-2071	113	21	thumb	thumb	NOUN
amfbr-2071	113	22	and	and	CCONJ
amfbr-2071	113	23	intuitive	intuitive	ADJ
amfbr-2071	113	24	judgment	judgment	NOUN
amfbr-2071	113	25	were	be	AUX
amfbr-2071	113	26	also	also	ADV
amfbr-2071	113	27	employed	employ	VERB
amfbr-2071	113	28	by	by	ADP
amfbr-2071	113	29	portfolio	portfolio	NOUN
amfbr-2071	113	30	managers	manager	NOUN
amfbr-2071	113	31	,	,	PUNCT
amfbr-2071	113	32	until	until	SCONJ
amfbr-2071	113	33	dr	dr	PROPN
amfbr-2071	113	34	harry	harry	PROPN
amfbr-2071	113	35	m.	m.	PROPN
amfbr-2071	113	36	markowitz	markowitz	PROPN
amfbr-2071	113	37	infused	infuse	VERB
amfbr-2071	113	38	a	a	DET
amfbr-2071	113	39	high	high	ADJ
amfbr-2071	113	40	degree	degree	NOUN
amfbr-2071	113	41	of	of	ADP
amfbr-2071	113	42	sophistication	sophistication	NOUN
amfbr-2071	113	43	into	into	ADP
amfbr-2071	113	44	portfolio	portfolio	NOUN
amfbr-2071	113	45	construction	construction	NOUN
amfbr-2071	113	46	by	by	ADP
amfbr-2071	113	47	developing	develop	VERB
amfbr-2071	113	48	meanvariance	meanvariance	NOUN
amfbr-2071	113	49	models	model	NOUN
amfbr-2071	113	50	for	for	ADP
amfbr-2071	113	51	the	the	DET
amfbr-2071	113	52	selection	selection	NOUN
amfbr-2071	113	53	of	of	ADP
amfbr-2071	113	54	portfolio	portfolio	NOUN
amfbr-2071	113	55	.	.	PUNCT
amfbr-2071	114	1	dr	dr	PROPN
amfbr-2071	114	2	harry	harry	PROPN
amfbr-2071	114	3	m.	m.	PROPN
amfbr-2071	114	4	markowitz	markowitz	PROPN
amfbr-2071	114	5	is	be	AUX
amfbr-2071	114	6	credited	credit	VERB
amfbr-2071	114	7	with	with	ADP
amfbr-2071	114	8	developing	develop	VERB
amfbr-2071	114	9	the	the	DET
amfbr-2071	114	10	first	first	ADJ
amfbr-2071	114	11	modern	modern	ADJ
amfbr-2071	114	12	portfolio	portfolio	NOUN
amfbr-2071	114	13	analysis	analysis	NOUN
amfbr-2071	114	14	model	model	NOUN
amfbr-2071	114	15	since	since	SCONJ
amfbr-2071	114	16	the	the	DET
amfbr-2071	114	17	basic	basic	ADJ
amfbr-2071	114	18	elements	element	NOUN
amfbr-2071	114	19	of	of	ADP
amfbr-2071	114	20	modern	modern	ADJ
amfbr-2071	114	21	portfolio	portfolio	NOUN
amfbr-2071	114	22	theory	theory	NOUN
amfbr-2071	114	23	emanate	emanate	VERB
amfbr-2071	114	24	from	from	ADP
amfbr-2071	114	25	a	a	DET
amfbr-2071	114	26	series	series	NOUN
amfbr-2071	114	27	of	of	ADP
amfbr-2071	114	28	propositions	proposition	NOUN
amfbr-2071	114	29	concerning	concern	VERB
amfbr-2071	114	30	rational	rational	ADJ
amfbr-2071	114	31	investor	investor	NOUN
amfbr-2071	114	32	behaviour	behaviour	NOUN
amfbr-2071	114	33	set	set	VERB
amfbr-2071	114	34	by	by	ADP
amfbr-2071	114	35	markowitz	markowitz	PROPN
amfbr-2071	114	36	(	(	PUNCT
amfbr-2071	114	37	brealey	brealey	PROPN
amfbr-2071	114	38	&	&	CCONJ
amfbr-2071	114	39	myers	myers	PROPN
amfbr-2071	114	40	,	,	PUNCT
amfbr-2071	114	41	2003	2003	NUM
amfbr-2071	114	42	;	;	PUNCT
amfbr-2071	114	43	ross	ross	PROPN
amfbr-2071	114	44	et	et	PROPN
amfbr-2071	114	45	al	al	PROPN
amfbr-2071	114	46	.	.	PROPN
amfbr-2071	114	47	,	,	PUNCT
amfbr-2071	114	48	2009	2009	NUM
amfbr-2071	114	49	;	;	PUNCT
amfbr-2071	114	50	bhalla	bhalla	NOUN
amfbr-2071	114	51	,	,	PUNCT
amfbr-2071	114	52	2011	2011	NUM
amfbr-2071	114	53	)	)	PUNCT
amfbr-2071	114	54	.	.	PUNCT
amfbr-2071	115	1	however	however	ADV
amfbr-2071	115	2	,	,	PUNCT
amfbr-2071	115	3	the	the	DET
amfbr-2071	115	4	prepositions	preposition	NOUN
amfbr-2071	115	5	of	of	ADP
amfbr-2071	115	6	markowitz	markowitz	PROPN
amfbr-2071	115	7	’s	’s	PART
amfbr-2071	115	8	model	model	NOUN
amfbr-2071	115	9	were	be	AUX
amfbr-2071	115	10	attacked	attack	VERB
amfbr-2071	115	11	because	because	SCONJ
amfbr-2071	115	12	the	the	DET
amfbr-2071	115	13	discussion	discussion	NOUN
amfbr-2071	115	14	was	be	AUX
amfbr-2071	115	15	centered	center	VERB
amfbr-2071	115	16	on	on	ADP
amfbr-2071	115	17	pricing	price	VERB
amfbr-2071	115	18	portfolio	portfolio	NOUN
amfbr-2071	115	19	in	in	ADP
amfbr-2071	115	20	the	the	DET
amfbr-2071	115	21	market	market	NOUN
amfbr-2071	115	22	which	which	PRON
amfbr-2071	115	23	stated	state	VERB
amfbr-2071	115	24	that	that	SCONJ
amfbr-2071	115	25	the	the	DET
amfbr-2071	115	26	expected	expect	VERB
amfbr-2071	115	27	return	return	NOUN
amfbr-2071	115	28	of	of	ADP
amfbr-2071	115	29	a	a	DET
amfbr-2071	115	30	portfolio	portfolio	NOUN
amfbr-2071	115	31	is	be	AUX
amfbr-2071	115	32	a	a	DET
amfbr-2071	115	33	linear	linear	ADJ
amfbr-2071	115	34	function	function	NOUN
amfbr-2071	115	35	of	of	ADP
amfbr-2071	115	36	the	the	DET
amfbr-2071	115	37	standard	standard	ADJ
amfbr-2071	115	38	deviation	deviation	NOUN
amfbr-2071	115	39	.	.	PUNCT
amfbr-2071	116	1	hence	hence	ADV
amfbr-2071	116	2	,	,	PUNCT
amfbr-2071	116	3	for	for	ADP
amfbr-2071	116	4	the	the	DET
amfbr-2071	116	5	purpose	purpose	NOUN
amfbr-2071	116	6	of	of	ADP
amfbr-2071	116	7	pricing	pricing	NOUN
amfbr-2071	116	8	or	or	CCONJ
amfbr-2071	116	9	determining	determine	VERB
amfbr-2071	116	10	the	the	DET
amfbr-2071	116	11	prices	price	NOUN
amfbr-2071	116	12	of	of	ADP
amfbr-2071	116	13	individual	individual	ADJ
amfbr-2071	116	14	securities	security	NOUN
amfbr-2071	116	15	in	in	ADP
amfbr-2071	116	16	the	the	DET
amfbr-2071	116	17	capital	capital	NOUN
amfbr-2071	116	18	market	market	NOUN
amfbr-2071	116	19	,	,	PUNCT
amfbr-2071	116	20	the	the	DET
amfbr-2071	116	21	security	security	NOUN
amfbr-2071	116	22	market	market	NOUN
amfbr-2071	116	23	line	line	NOUN
amfbr-2071	116	24	(	(	PUNCT
amfbr-2071	116	25	sml	sml	PROPN
amfbr-2071	116	26	)	)	PUNCT
amfbr-2071	116	27	was	be	AUX
amfbr-2071	116	28	introduced	introduce	VERB
amfbr-2071	116	29	.	.	PUNCT
amfbr-2071	117	1	this	this	DET
amfbr-2071	117	2	model	model	NOUN
amfbr-2071	117	3	,	,	PUNCT
amfbr-2071	117	4	which	which	PRON
amfbr-2071	117	5	is	be	AUX
amfbr-2071	117	6	also	also	ADV
amfbr-2071	117	7	known	know	VERB
amfbr-2071	117	8	as	as	ADP
amfbr-2071	117	9	capital	capital	NOUN
amfbr-2071	117	10	asset	asset	NOUN
amfbr-2071	117	11	pricing	pricing	NOUN
amfbr-2071	117	12	model	model	NOUN
amfbr-2071	117	13	(	(	PUNCT
amfbr-2071	117	14	capm	capm	PROPN
amfbr-2071	117	15	)	)	PUNCT
amfbr-2071	117	16	was	be	AUX
amfbr-2071	117	17	developed	develop	VERB
amfbr-2071	117	18	by	by	ADP
amfbr-2071	117	19	william	william	PROPN
amfbr-2071	117	20	f	f	PROPN
amfbr-2071	117	21	sharpe	sharpe	PROPN
amfbr-2071	117	22	and	and	CCONJ
amfbr-2071	117	23	john	john	PROPN
amfbr-2071	117	24	linter	linter	PROPN
amfbr-2071	117	25	in	in	ADP
amfbr-2071	117	26	1963	1963	NUM
amfbr-2071	117	27	and	and	CCONJ
amfbr-2071	117	28	1964	1964	NUM
amfbr-2071	117	29	as	as	ADP
amfbr-2071	117	30	a	a	DET
amfbr-2071	117	31	testable	testable	ADJ
amfbr-2071	117	32	model	model	NOUN
amfbr-2071	117	33	for	for	ADP
amfbr-2071	117	34	determining	determine	VERB
amfbr-2071	117	35	the	the	DET
amfbr-2071	117	36	value	value	NOUN
amfbr-2071	117	37	of	of	ADP
amfbr-2071	117	38	individual	individual	ADJ
amfbr-2071	117	39	securities	security	NOUN
amfbr-2071	117	40	or	or	CCONJ
amfbr-2071	117	41	portfolio	portfolio	NOUN
amfbr-2071	117	42	.	.	PUNCT
amfbr-2071	118	1	this	this	DET
amfbr-2071	118	2	model	model	NOUN
amfbr-2071	118	3	is	be	AUX
amfbr-2071	118	4	a	a	DET
amfbr-2071	118	5	significant	significant	ADJ
amfbr-2071	118	6	departure	departure	NOUN
amfbr-2071	118	7	from	from	ADP
amfbr-2071	118	8	the	the	DET
amfbr-2071	118	9	efficient	efficient	ADJ
amfbr-2071	118	10	market	market	NOUN
amfbr-2071	118	11	model	model	NOUN
amfbr-2071	118	12	,	,	PUNCT
amfbr-2071	118	13	which	which	PRON
amfbr-2071	118	14	as	as	SCONJ
amfbr-2071	118	15	discussed	discuss	VERB
amfbr-2071	118	16	earlier	early	ADV
amfbr-2071	118	17	focused	focused	ADJ
amfbr-2071	118	18	attention	attention	NOUN
amfbr-2071	118	19	on	on	ADP
amfbr-2071	118	20	the	the	DET
amfbr-2071	118	21	risk	risk	NOUN
amfbr-2071	118	22	-	-	PUNCT
amfbr-2071	118	23	return	return	NOUN
amfbr-2071	118	24	features	feature	NOUN
amfbr-2071	118	25	of	of	ADP
amfbr-2071	118	26	the	the	DET
amfbr-2071	118	27	portfolio	portfolio	NOUN
amfbr-2071	118	28	.	.	PUNCT
amfbr-2071	119	1	the	the	DET
amfbr-2071	119	2	capm	capm	PROPN
amfbr-2071	119	3	contends	contend	VERB
amfbr-2071	119	4	that	that	SCONJ
amfbr-2071	119	5	the	the	DET
amfbr-2071	119	6	expected	expect	VERB
amfbr-2071	119	7	return	return	NOUN
amfbr-2071	119	8	on	on	ADP
amfbr-2071	119	9	any	any	DET
amfbr-2071	119	10	asset	asset	NOUN
amfbr-2071	119	11	is	be	AUX
amfbr-2071	119	12	a	a	DET
amfbr-2071	119	13	linear	linear	ADJ
amfbr-2071	119	14	function	function	NOUN
amfbr-2071	119	15	of	of	ADP
amfbr-2071	119	16	its	its	PRON
amfbr-2071	119	17	systematic	systematic	ADJ
amfbr-2071	119	18	risk	risk	NOUN
amfbr-2071	119	19	(	(	PUNCT
amfbr-2071	119	20	brealey	brealey	PROPN
amfbr-2071	119	21	&	&	CCONJ
amfbr-2071	119	22	myers	myers	PROPN
amfbr-2071	119	23	,	,	PUNCT
amfbr-2071	119	24	2003	2003	NUM
amfbr-2071	119	25	;	;	PUNCT
amfbr-2071	119	26	ross	ross	PROPN
amfbr-2071	119	27	et	et	PROPN
amfbr-2071	119	28	al	al	PROPN
amfbr-2071	119	29	.	.	PROPN
amfbr-2071	119	30	,	,	PUNCT
amfbr-2071	119	31	2009	2009	NUM
amfbr-2071	119	32	)	)	PUNCT
amfbr-2071	119	33	.	.	PUNCT
amfbr-2071	120	1	again	again	ADV
amfbr-2071	120	2	,	,	PUNCT
amfbr-2071	120	3	the	the	DET
amfbr-2071	120	4	capm	capm	NOUN
amfbr-2071	120	5	was	be	AUX
amfbr-2071	120	6	flawed	flawed	ADJ
amfbr-2071	120	7	due	due	ADP
amfbr-2071	120	8	to	to	ADP
amfbr-2071	120	9	the	the	DET
amfbr-2071	120	10	sighted	sighted	ADJ
amfbr-2071	120	11	limitations	limitation	NOUN
amfbr-2071	120	12	,	,	PUNCT
amfbr-2071	120	13	thus	thus	ADV
amfbr-2071	120	14	the	the	DET
amfbr-2071	120	15	theory	theory	NOUN
amfbr-2071	120	16	of	of	ADP
amfbr-2071	120	17	arbitrage	arbitrage	NOUN
amfbr-2071	120	18	pricing	pricing	NOUN
amfbr-2071	120	19	by	by	ADP
amfbr-2071	120	20	stephen	stephen	PROPN
amfbr-2071	120	21	ross	ross	PROPN
amfbr-2071	120	22	in	in	ADP
amfbr-2071	120	23	1976	1976	NUM
amfbr-2071	120	24	.	.	PUNCT
amfbr-2071	121	1	stephen	stephen	PROPN
amfbr-2071	121	2	ross	ross	PROPN
amfbr-2071	121	3	clearly	clearly	ADV
amfbr-2071	121	4	argued	argue	VERB
amfbr-2071	121	5	that	that	SCONJ
amfbr-2071	121	6	in	in	ADP
amfbr-2071	121	7	a	a	DET
amfbr-2071	121	8	situation	situation	NOUN
amfbr-2071	121	9	where	where	SCONJ
amfbr-2071	121	10	different	different	ADJ
amfbr-2071	121	11	portfolios	portfolio	NOUN
amfbr-2071	121	12	with	with	ADP
amfbr-2071	121	13	multiple	multiple	ADJ
amfbr-2071	121	14	factors	factor	NOUN
amfbr-2071	121	15	(	(	PUNCT
amfbr-2071	121	16	betas	beta	NOUN
amfbr-2071	121	17	)	)	PUNCT
amfbr-2071	121	18	exist	exist	VERB
amfbr-2071	121	19	,	,	PUNCT
amfbr-2071	121	20	capm	capm	NOUN
amfbr-2071	121	21	with	with	ADP
amfbr-2071	121	22	one	one	NUM
amfbr-2071	121	23	-	-	PUNCT
amfbr-2071	121	24	factor	factor	NOUN
amfbr-2071	121	25	model	model	NOUN
amfbr-2071	121	26	(	(	PUNCT
amfbr-2071	121	27	one	one	NUM
amfbr-2071	121	28	beta	beta	NOUN
amfbr-2071	121	29	)	)	PUNCT
amfbr-2071	121	30	may	may	AUX
amfbr-2071	121	31	not	not	PART
amfbr-2071	121	32	be	be	AUX
amfbr-2071	121	33	able	able	ADJ
amfbr-2071	121	34	to	to	PART
amfbr-2071	121	35	produce	produce	VERB
amfbr-2071	121	36	the	the	DET
amfbr-2071	121	37	desired	desire	VERB
amfbr-2071	121	38	results	result	NOUN
amfbr-2071	121	39	(	(	PUNCT
amfbr-2071	121	40	actual	actual	ADJ
amfbr-2071	121	41	returns	return	NOUN
amfbr-2071	121	42	)	)	PUNCT
amfbr-2071	121	43	for	for	ADP
amfbr-2071	121	44	efficient	efficient	ADJ
amfbr-2071	121	45	portfolio	portfolio	NOUN
amfbr-2071	121	46	.	.	PUNCT
amfbr-2071	122	1	he	he	PRON
amfbr-2071	122	2	further	far	ADV
amfbr-2071	122	3	emphasized	emphasize	VERB
amfbr-2071	122	4	that	that	SCONJ
amfbr-2071	122	5	apt	apt	ADJ
amfbr-2071	122	6	is	be	AUX
amfbr-2071	122	7	a	a	DET
amfbr-2071	122	8	multifactor	multifactor	NOUN
amfbr-2071	122	9	model	model	NOUN
amfbr-2071	122	10	(	(	PUNCT
amfbr-2071	122	11	multiple	multiple	ADJ
amfbr-2071	122	12	betas	beta	NOUN
amfbr-2071	122	13	model	model	NOUN
amfbr-2071	122	14	)	)	PUNCT
amfbr-2071	122	15	that	that	PRON
amfbr-2071	122	16	accommodates	accommodate	VERB
amfbr-2071	122	17	all	all	DET
amfbr-2071	122	18	types	type	NOUN
amfbr-2071	122	19	of	of	ADP
amfbr-2071	122	20	security	security	NOUN
amfbr-2071	122	21	investments	investment	NOUN
amfbr-2071	122	22	.	.	PUNCT
amfbr-2071	123	1	meanwhile	meanwhile	ADV
amfbr-2071	123	2	,	,	PUNCT
amfbr-2071	123	3	in	in	ADP
amfbr-2071	123	4	apt	apt	ADJ
amfbr-2071	123	5	,	,	PUNCT
amfbr-2071	123	6	there	there	PRON
amfbr-2071	123	7	may	may	AUX
amfbr-2071	123	8	be	be	AUX
amfbr-2071	123	9	one	one	NUM
amfbr-2071	123	10	or	or	CCONJ
amfbr-2071	123	11	more	more	ADJ
amfbr-2071	123	12	macroeconomic	macroeconomic	ADJ
amfbr-2071	123	13	factors	factor	NOUN
amfbr-2071	123	14	that	that	PRON
amfbr-2071	123	15	may	may	AUX
amfbr-2071	123	16	measure	measure	VERB
amfbr-2071	123	17	the	the	DET
amfbr-2071	123	18	systematic	systematic	ADJ
amfbr-2071	123	19	(	(	PUNCT
amfbr-2071	123	20	non	non	X
amfbr-2071	123	21	diversifiable	diversifiable	ADJ
amfbr-2071	123	22	)	)	PUNCT
amfbr-2071	123	23	risk	risk	NOUN
amfbr-2071	123	24	of	of	ADP
amfbr-2071	123	25	an	an	DET
amfbr-2071	123	26	asset	asset	NOUN
amfbr-2071	123	27	.	.	PUNCT
amfbr-2071	124	1	the	the	DET
amfbr-2071	124	2	fundamental	fundamental	ADJ
amfbr-2071	124	3	logic	logic	NOUN
amfbr-2071	124	4	of	of	ADP
amfbr-2071	124	5	apt	apt	ADJ
amfbr-2071	124	6	is	be	AUX
amfbr-2071	124	7	that	that	SCONJ
amfbr-2071	124	8	investors	investor	NOUN
amfbr-2071	124	9	always	always	ADV
amfbr-2071	124	10	indulge	indulge	VERB
amfbr-2071	124	11	in	in	ADP
amfbr-2071	124	12	‘	'	PUNCT
amfbr-2071	124	13	arbitrage	arbitrage	NOUN
amfbr-2071	124	14	’	'	PUNCT
amfbr-2071	124	15	whenever	whenever	SCONJ
amfbr-2071	124	16	the	the	DET
amfbr-2071	124	17	find	find	VERB
amfbr-2071	124	18	differences	difference	NOUN
amfbr-2071	124	19	in	in	ADP
amfbr-2071	124	20	the	the	DET
amfbr-2071	124	21	returns	return	NOUN
amfbr-2071	124	22	of	of	ADP
amfbr-2071	124	23	assets	asset	NOUN
amfbr-2071	124	24	with	with	ADP
amfbr-2071	124	25	similar	similar	ADJ
amfbr-2071	124	26	risk	risk	NOUN
amfbr-2071	124	27	features	feature	NOUN
amfbr-2071	124	28	.	.	PUNCT
amfbr-2071	125	1	broadly	broadly	ADV
amfbr-2071	125	2	speaking	speak	VERB
amfbr-2071	125	3	,	,	PUNCT
amfbr-2071	125	4	the	the	DET
amfbr-2071	125	5	apt	apt	ADJ
amfbr-2071	125	6	allows	allow	VERB
amfbr-2071	125	7	the	the	DET
amfbr-2071	125	8	actual	actual	ADJ
amfbr-2071	125	9	return	return	NOUN
amfbr-2071	125	10	to	to	PART
amfbr-2071	125	11	be	be	AUX
amfbr-2071	125	12	influenced	influence	VERB
amfbr-2071	125	13	by	by	ADP
amfbr-2071	125	14	a	a	DET
amfbr-2071	125	15	numbers	number	NOUN
amfbr-2071	125	16	of	of	ADP
amfbr-2071	125	17	market	market	NOUN
amfbr-2071	125	18	wide	wide	ADJ
amfbr-2071	125	19	variables	variable	NOUN
amfbr-2071	125	20	or	or	CCONJ
amfbr-2071	125	21	factors	factor	NOUN
amfbr-2071	125	22	such	such	ADJ
amfbr-2071	125	23	as	as	ADP
amfbr-2071	125	24	interest	interest	NOUN
amfbr-2071	125	25	rates	rate	NOUN
amfbr-2071	125	26	,	,	PUNCT
amfbr-2071	125	27	the	the	DET
amfbr-2071	125	28	exchange	exchange	NOUN
amfbr-2071	125	29	rate	rate	NOUN
amfbr-2071	125	30	,	,	PUNCT
amfbr-2071	125	31	change	change	NOUN
amfbr-2071	125	32	in	in	ADP
amfbr-2071	125	33	inflation	inflation	NOUN
amfbr-2071	125	34	,	,	PUNCT
amfbr-2071	125	35	change	change	NOUN
amfbr-2071	125	36	in	in	ADP
amfbr-2071	125	37	output	output	NOUN
amfbr-2071	125	38	etc	etc	X
amfbr-2071	125	39	.	.	PUNCT
amfbr-2071	126	1	the	the	DET
amfbr-2071	126	2	sensitivity	sensitivity	NOUN
amfbr-2071	126	3	of	of	ADP
amfbr-2071	126	4	the	the	DET
amfbr-2071	126	5	return	return	NOUN
amfbr-2071	126	6	on	on	ADP
amfbr-2071	126	7	asset	asset	NOUN
amfbr-2071	126	8	to	to	ADP
amfbr-2071	126	9	each	each	PRON
amfbr-2071	126	10	of	of	ADP
amfbr-2071	126	11	these	these	DET
amfbr-2071	126	12	factors	factor	NOUN
amfbr-2071	126	13	is	be	AUX
amfbr-2071	126	14	known	know	VERB
amfbr-2071	126	15	as	as	ADP
amfbr-2071	126	16	the	the	DET
amfbr-2071	126	17	‘	'	PUNCT
amfbr-2071	126	18	factor	factor	NOUN
amfbr-2071	126	19	beta	beta	NOUN
amfbr-2071	126	20	’	'	PUNCT
amfbr-2071	126	21	(	(	PUNCT
amfbr-2071	126	22	brealey	brealey	PROPN
amfbr-2071	126	23	&	&	CCONJ
amfbr-2071	126	24	myers	myers	PROPN
amfbr-2071	126	25	,	,	PUNCT
amfbr-2071	126	26	2003	2003	NUM
amfbr-2071	126	27	;	;	PUNCT
amfbr-2071	126	28	ross	ross	PROPN
amfbr-2071	126	29	et	et	PROPN
amfbr-2071	126	30	al	al	PROPN
amfbr-2071	126	31	.	.	PROPN
amfbr-2071	126	32	,	,	PUNCT
amfbr-2071	126	33	2009	2009	NUM
amfbr-2071	126	34	)	)	PUNCT
amfbr-2071	126	35	.	.	PUNCT
amfbr-2071	127	1	despite	despite	SCONJ
amfbr-2071	127	2	the	the	DET
amfbr-2071	127	3	efforts	effort	NOUN
amfbr-2071	127	4	made	make	VERB
amfbr-2071	127	5	by	by	ADP
amfbr-2071	127	6	dr	dr	PROPN
amfbr-2071	127	7	markowitz	markowitz	PROPN
amfbr-2071	127	8	,	,	PUNCT
amfbr-2071	127	9	william	william	PROPN
amfbr-2071	127	10	sharpe	sharpe	PROPN
amfbr-2071	127	11	,	,	PUNCT
amfbr-2071	127	12	john	john	PROPN
amfbr-2071	127	13	linter	linter	PROPN
amfbr-2071	127	14	,	,	PUNCT
amfbr-2071	127	15	stephen	stephen	PROPN
amfbr-2071	127	16	ross	ross	PROPN
amfbr-2071	127	17	,	,	PUNCT
amfbr-2071	127	18	and	and	CCONJ
amfbr-2071	127	19	others	other	NOUN
amfbr-2071	127	20	,	,	PUNCT
amfbr-2071	127	21	yet	yet	CCONJ
amfbr-2071	127	22	the	the	DET
amfbr-2071	127	23	argument	argument	NOUN
amfbr-2071	127	24	based	base	VERB
amfbr-2071	127	25	on	on	ADP
amfbr-2071	127	26	capital	capital	NOUN
amfbr-2071	127	27	market	market	NOUN
amfbr-2071	127	28	investment	investment	NOUN
amfbr-2071	127	29	and	and	CCONJ
amfbr-2071	127	30	share	share	NOUN
amfbr-2071	127	31	pricing	pricing	NOUN
amfbr-2071	127	32	remains	remain	VERB
amfbr-2071	127	33	unending	unending	ADJ
amfbr-2071	127	34	controversy	controversy	NOUN
amfbr-2071	127	35	.	.	PUNCT
amfbr-2071	128	1	therefore	therefore	ADV
amfbr-2071	128	2	,	,	PUNCT
amfbr-2071	128	3	behavioural	behavioural	ADJ
amfbr-2071	128	4	finance	finance	NOUN
amfbr-2071	128	5	which	which	PRON
amfbr-2071	128	6	applies	apply	VERB
amfbr-2071	128	7	scientific	scientific	ADJ
amfbr-2071	128	8	research	research	NOUN
amfbr-2071	128	9	on	on	ADP
amfbr-2071	128	10	cognitive	cognitive	ADJ
amfbr-2071	128	11	and	and	CCONJ
amfbr-2071	128	12	emotional	emotional	ADJ
amfbr-2071	128	13	biases	bias	NOUN
amfbr-2071	128	14	is	be	AUX
amfbr-2071	128	15	considered	consider	VERB
amfbr-2071	128	16	as	as	ADP
amfbr-2071	128	17	alternative	alternative	ADJ
amfbr-2071	128	18	to	to	PART
amfbr-2071	128	19	understand	understand	VERB
amfbr-2071	128	20	financial	financial	ADJ
amfbr-2071	128	21	decisions	decision	NOUN
amfbr-2071	128	22	.	.	PUNCT
amfbr-2071	129	1	cognitive	cognitive	ADJ
amfbr-2071	129	2	refers	refer	VERB
amfbr-2071	129	3	to	to	ADP
amfbr-2071	129	4	how	how	SCONJ
amfbr-2071	129	5	people	people	NOUN
amfbr-2071	129	6	think	think	VERB
amfbr-2071	129	7	.	.	PUNCT
amfbr-2071	130	1	thus	thus	ADV
amfbr-2071	130	2	,	,	PUNCT
amfbr-2071	130	3	behavioural	behavioural	ADJ
amfbr-2071	130	4	finance	finance	NOUN
amfbr-2071	130	5	emerges	emerge	VERB
amfbr-2071	130	6	from	from	ADP
amfbr-2071	130	7	a	a	DET
amfbr-2071	130	8	large	large	ADJ
amfbr-2071	130	9	psychology	psychology	NOUN
amfbr-2071	130	10	literature	literature	NOUN
amfbr-2071	130	11	documenting	document	VERB
amfbr-2071	130	12	that	that	SCONJ
amfbr-2071	130	13	people	people	NOUN
amfbr-2071	130	14	make	make	VERB
amfbr-2071	130	15	systematic	systematic	ADJ
amfbr-2071	130	16	errors	error	NOUN
amfbr-2071	130	17	in	in	ADP
amfbr-2071	130	18	the	the	DET
amfbr-2071	130	19	way	way	NOUN
amfbr-2071	130	20	that	that	PRON
amfbr-2071	130	21	they	they	PRON
amfbr-2071	130	22	think	think	VERB
amfbr-2071	130	23	:	:	PUNCT
amfbr-2071	130	24	they	they	PRON
amfbr-2071	130	25	are	be	AUX
amfbr-2071	130	26	overconfident	overconfident	ADJ
amfbr-2071	130	27	;	;	PUNCT
amfbr-2071	130	28	they	they	PRON
amfbr-2071	130	29	put	put	VERB
amfbr-2071	130	30	too	too	ADV
amfbr-2071	130	31	much	much	ADJ
amfbr-2071	130	32	weight	weight	NOUN
amfbr-2071	130	33	on	on	ADP
amfbr-2071	130	34	recent	recent	ADJ
amfbr-2071	130	35	experience	experience	NOUN
amfbr-2071	130	36	,	,	PUNCT
amfbr-2071	130	37	etc	etc	X
amfbr-2071	130	38	.	.	X
amfbr-2071	130	39	in	in	ADP
amfbr-2071	130	40	addition	addition	NOUN
amfbr-2071	130	41	,	,	PUNCT
amfbr-2071	130	42	behavioural	behavioural	ADJ
amfbr-2071	130	43	finance	finance	NOUN
amfbr-2071	130	44	considers	consider	VERB
amfbr-2071	130	45	limits	limit	NOUN
amfbr-2071	130	46	to	to	ADP
amfbr-2071	130	47	arbitrage	arbitrage	NOUN
amfbr-2071	130	48	.	.	PUNCT
amfbr-2071	131	1	even	even	ADV
amfbr-2071	131	2	though	though	SCONJ
amfbr-2071	131	3	misevaluations	misevaluation	NOUN
amfbr-2071	131	4	of	of	ADP
amfbr-2071	131	5	financial	financial	ADJ
amfbr-2071	131	6	assets	asset	NOUN
amfbr-2071	131	7	are	be	AUX
amfbr-2071	131	8	common	common	ADJ
amfbr-2071	131	9	,	,	PUNCT
amfbr-2071	131	10	not	not	PART
amfbr-2071	131	11	all	all	PRON
amfbr-2071	131	12	of	of	ADP
amfbr-2071	131	13	them	they	PRON
amfbr-2071	131	14	can	can	AUX
amfbr-2071	131	15	be	be	AUX
amfbr-2071	131	16	arbitraged	arbitrage	VERB
amfbr-2071	131	17	away	away	ADV
amfbr-2071	131	18	.	.	PUNCT
amfbr-2071	132	1	in	in	ADP
amfbr-2071	132	2	the	the	DET
amfbr-2071	132	3	absence	absence	NOUN
amfbr-2071	132	4	of	of	ADP
amfbr-2071	132	5	such	such	ADJ
amfbr-2071	132	6	limits	limit	NOUN
amfbr-2071	132	7	a	a	DET
amfbr-2071	132	8	rational	rational	ADJ
amfbr-2071	132	9	investor	investor	NOUN
amfbr-2071	132	10	would	would	AUX
amfbr-2071	132	11	arbitrage	arbitrage	VERB
amfbr-2071	132	12	away	away	ADP
amfbr-2071	132	13	price	price	NOUN
amfbr-2071	132	14	inefficiencies	inefficiency	NOUN
amfbr-2071	132	15	,	,	PUNCT
amfbr-2071	132	16	leaving	leave	VERB
amfbr-2071	132	17	prices	price	NOUN
amfbr-2071	132	18	in	in	ADP
amfbr-2071	132	19	a	a	DET
amfbr-2071	132	20	non	non	ADJ
amfbr-2071	132	21	-	-	ADJ
amfbr-2071	132	22	equilibrium	equilibrium	ADJ
amfbr-2071	132	23	state	state	NOUN
amfbr-2071	132	24	for	for	ADP
amfbr-2071	132	25	protracted	protract	VERB
amfbr-2071	132	26	periods	period	NOUN
amfbr-2071	132	27	of	of	ADP
amfbr-2071	132	28	time	time	NOUN
amfbr-2071	132	29	.	.	PUNCT
amfbr-2071	133	1	behavioural	behavioural	ADJ
amfbr-2071	133	2	finance	finance	NOUN
amfbr-2071	133	3	might	might	AUX
amfbr-2071	133	4	help	help	VERB
amfbr-2071	133	5	us	we	PRON
amfbr-2071	133	6	to	to	PART
amfbr-2071	133	7	understand	understand	VERB
amfbr-2071	133	8	some	some	PRON
amfbr-2071	133	9	of	of	ADP
amfbr-2071	133	10	the	the	DET
amfbr-2071	133	11	apparent	apparent	ADJ
amfbr-2071	133	12	anomalies	anomaly	NOUN
amfbr-2071	133	13	.	.	PUNCT
amfbr-2071	134	1	however	however	ADV
amfbr-2071	134	2	,	,	PUNCT
amfbr-2071	134	3	critics	critic	NOUN
amfbr-2071	134	4	say	say	VERB
amfbr-2071	134	5	it	it	PRON
amfbr-2071	134	6	is	be	AUX
amfbr-2071	134	7	too	too	ADV
amfbr-2071	134	8	easy	easy	ADJ
amfbr-2071	134	9	to	to	PART
amfbr-2071	134	10	use	use	VERB
amfbr-2071	134	11	psychological	psychological	ADJ
amfbr-2071	134	12	explanations	explanation	NOUN
amfbr-2071	134	13	whenever	whenever	SCONJ
amfbr-2071	134	14	there	there	PRON
amfbr-2071	134	15	is	be	VERB
amfbr-2071	134	16	something	something	PRON
amfbr-2071	134	17	we	we	PRON
amfbr-2071	134	18	do	do	AUX
amfbr-2071	134	19	not	not	PART
amfbr-2071	134	20	understand	understand	VERB
amfbr-2071	134	21	.	.	PUNCT
amfbr-2071	135	1	moreover	moreover	ADV
amfbr-2071	135	2	,	,	PUNCT
amfbr-2071	135	3	critics	critic	NOUN
amfbr-2071	135	4	contend	contend	VERB
amfbr-2071	135	5	that	that	SCONJ
amfbr-2071	135	6	behavioural	behavioural	ADJ
amfbr-2071	135	7	finance	finance	NOUN
amfbr-2071	135	8	is	be	AUX
amfbr-2071	135	9	more	more	ADJ
amfbr-2071	135	10	a	a	DET
amfbr-2071	135	11	collection	collection	NOUN
amfbr-2071	135	12	of	of	ADP
amfbr-2071	135	13	anomalies	anomaly	NOUN
amfbr-2071	135	14	than	than	ADP
amfbr-2071	135	15	a	a	DET
amfbr-2071	135	16	true	true	ADJ
amfbr-2071	135	17	branch	branch	NOUN
amfbr-2071	135	18	of	of	ADP
amfbr-2071	135	19	finance	finance	NOUN
amfbr-2071	135	20	and	and	CCONJ
amfbr-2071	135	21	that	that	SCONJ
amfbr-2071	135	22	these	these	DET
amfbr-2071	135	23	anomalies	anomaly	NOUN
amfbr-2071	135	24	will	will	AUX
amfbr-2071	135	25	eventually	eventually	ADV
amfbr-2071	135	26	be	be	AUX
amfbr-2071	135	27	priced	price	VERB
amfbr-2071	135	28	out	out	ADP
amfbr-2071	135	29	of	of	ADP
amfbr-2071	135	30	the	the	DET
amfbr-2071	135	31	market	market	NOUN
amfbr-2071	135	32	or	or	CCONJ
amfbr-2071	135	33	explained	explain	VERB
amfbr-2071	135	34	by	by	ADP
amfbr-2071	135	35	appealing	appeal	VERB
amfbr-2071	135	36	to	to	PART
amfbr-2071	135	37	market	market	VERB
amfbr-2071	135	38	microstructure	microstructure	ADJ
amfbr-2071	135	39	arguments	argument	NOUN
amfbr-2071	135	40	(	(	PUNCT
amfbr-2071	135	41	copur	copur	NOUN
amfbr-2071	135	42	,	,	PUNCT
amfbr-2071	135	43	2015	2015	NUM
amfbr-2071	135	44	;	;	PUNCT
amfbr-2071	135	45	kumar	kumar	PROPN
amfbr-2071	135	46	,	,	PUNCT
amfbr-2071	135	47	2017	2017	NUM
amfbr-2071	135	48	;	;	PUNCT
amfbr-2071	135	49	ogbulu	ogbulu	VERB
amfbr-2071	135	50	,	,	PUNCT
amfbr-2071	135	51	2019	2019	NUM
amfbr-2071	135	52	)	)	PUNCT
amfbr-2071	135	53	.	.	PUNCT
amfbr-2071	136	1	the	the	DET
amfbr-2071	136	2	theory	theory	NOUN
amfbr-2071	136	3	is	be	AUX
amfbr-2071	136	4	therefore	therefore	ADV
amfbr-2071	136	5	an	an	DET
amfbr-2071	136	6	innovation	innovation	NOUN
amfbr-2071	136	7	in	in	ADP
amfbr-2071	136	8	the	the	DET
amfbr-2071	136	9	field	field	NOUN
amfbr-2071	136	10	of	of	ADP
amfbr-2071	136	11	finance	finance	NOUN
amfbr-2071	136	12	,	,	PUNCT
amfbr-2071	136	13	a	a	DET
amfbr-2071	136	14	departure	departure	NOUN
amfbr-2071	136	15	from	from	ADP
amfbr-2071	136	16	the	the	DET
amfbr-2071	136	17	efficient	efficient	ADJ
amfbr-2071	136	18	market	market	NOUN
amfbr-2071	136	19	hypothesis	hypothesis	NOUN
amfbr-2071	136	20	.	.	PUNCT
amfbr-2071	137	1	behavioral	behavioral	ADJ
amfbr-2071	137	2	finance	finance	NOUN
amfbr-2071	137	3	sees	see	VERB
amfbr-2071	137	4	the	the	DET
amfbr-2071	137	5	different	different	ADJ
amfbr-2071	137	6	factors	factor	NOUN
amfbr-2071	137	7	of	of	ADP
amfbr-2071	137	8	an	an	DET
amfbr-2071	137	9	investor	investor	NOUN
amfbr-2071	137	10	’s	’s	PART
amfbr-2071	137	11	behavior	behavior	NOUN
amfbr-2071	137	12	like	like	ADP
amfbr-2071	137	13	judgment	judgment	NOUN
amfbr-2071	137	14	,	,	PUNCT
amfbr-2071	137	15	emotional	emotional	ADJ
amfbr-2071	137	16	,	,	PUNCT
amfbr-2071	137	17	social	social	ADJ
amfbr-2071	137	18	,	,	PUNCT
amfbr-2071	137	19	intellectual	intellectual	ADJ
amfbr-2071	137	20	factors	factor	NOUN
amfbr-2071	137	21	,	,	PUNCT
amfbr-2071	137	22	and	and	CCONJ
amfbr-2071	137	23	restricted	restrict	VERB
amfbr-2071	137	24	cognitive	cognitive	ADJ
amfbr-2071	137	25	capabilities	capability	NOUN
amfbr-2071	137	26	which	which	PRON
amfbr-2071	137	27	are	be	AUX
amfbr-2071	137	28	important	important	ADJ
amfbr-2071	137	29	drivers	driver	NOUN
amfbr-2071	137	30	of	of	ADP
amfbr-2071	137	31	the	the	DET
amfbr-2071	137	32	stock	stock	NOUN
amfbr-2071	137	33	market	market	NOUN
amfbr-2071	137	34	.	.	PUNCT
amfbr-2071	138	1	that	that	SCONJ
amfbr-2071	138	2	investors	investor	NOUN
amfbr-2071	138	3	are	be	AUX
amfbr-2071	138	4	not	not	PART
amfbr-2071	138	5	always	always	ADV
amfbr-2071	138	6	rational	rational	ADJ
amfbr-2071	138	7	;	;	PUNCT
amfbr-2071	138	8	emotions	emotion	NOUN
amfbr-2071	138	9	,	,	PUNCT
amfbr-2071	138	10	heuristic	heuristic	ADJ
amfbr-2071	138	11	and	and	CCONJ
amfbr-2071	138	12	behavioral	behavioral	ADJ
amfbr-2071	138	13	biases	bias	NOUN
amfbr-2071	138	14	are	be	AUX
amfbr-2071	138	15	significantly	significantly	ADV
amfbr-2071	138	16	inherent	inherent	ADJ
amfbr-2071	138	17	with	with	ADP
amfbr-2071	138	18	investment	investment	NOUN
amfbr-2071	138	19	decisions	decision	NOUN
amfbr-2071	138	20	(	(	PUNCT
amfbr-2071	138	21	barberis	barberis	PROPN
amfbr-2071	138	22	&	&	CCONJ
amfbr-2071	138	23	thaler	thaler	NOUN
amfbr-2071	138	24	,	,	PUNCT
amfbr-2071	138	25	2003	2003	NUM
amfbr-2071	138	26	;	;	PUNCT
amfbr-2071	138	27	bakar	bakar	PROPN
amfbr-2071	138	28	&	&	CCONJ
amfbr-2071	138	29	yi	yi	PROPN
amfbr-2071	138	30	,	,	PUNCT
amfbr-2071	138	31	2016	2016	NUM
amfbr-2071	138	32	;	;	PUNCT
amfbr-2071	138	33	baker	baker	PROPN
amfbr-2071	138	34	et	et	PROPN
amfbr-2071	138	35	al	al	PROPN
amfbr-2071	138	36	.	.	PROPN
amfbr-2071	138	37	,	,	PUNCT
amfbr-2071	138	38	2019	2019	NUM
amfbr-2071	138	39	;	;	PUNCT
amfbr-2071	138	40	bhatia	bhatia	PROPN
amfbr-2071	138	41	et	et	PROPN
amfbr-2071	138	42	al	al	PROPN
amfbr-2071	138	43	.	.	PROPN
amfbr-2071	138	44	,	,	PUNCT
amfbr-2071	138	45	2020	2020	NUM
amfbr-2071	138	46	;	;	PUNCT
amfbr-2071	138	47	trifan	trifan	NUM
amfbr-2071	138	48	,	,	PUNCT
amfbr-2071	138	49	2020	2020	NUM
amfbr-2071	138	50	)	)	PUNCT
amfbr-2071	138	51	.	.	PUNCT
amfbr-2071	139	1	this	this	PRON
amfbr-2071	139	2	is	be	AUX
amfbr-2071	139	3	irrational	irrational	ADJ
amfbr-2071	139	4	behavior	behavior	NOUN
amfbr-2071	139	5	which	which	PRON
amfbr-2071	139	6	happens	happen	VERB
amfbr-2071	139	7	due	due	ADJ
amfbr-2071	139	8	to	to	ADP
amfbr-2071	139	9	misrepresenting	misrepresent	VERB
amfbr-2071	139	10	in	in	ADP
amfbr-2071	139	11	perception	perception	NOUN
amfbr-2071	139	12	and	and	CCONJ
amfbr-2071	139	13	false	false	ADJ
amfbr-2071	139	14	judgment	judgment	NOUN
amfbr-2071	139	15	of	of	ADP
amfbr-2071	139	16	investors	investor	NOUN
amfbr-2071	139	17	that	that	SCONJ
amfbr-2071	139	18	he	he	PRON
amfbr-2071	139	19	or	or	CCONJ
amfbr-2071	139	20	she	she	PRON
amfbr-2071	139	21	is	be	AUX
amfbr-2071	139	22	a	a	DET
amfbr-2071	139	23	perfect	perfect	ADJ
amfbr-2071	139	24	rational	rational	ADJ
amfbr-2071	139	25	investor	investor	NOUN
amfbr-2071	139	26	of	of	ADP
amfbr-2071	139	27	the	the	DET
amfbr-2071	139	28	stock	stock	NOUN
amfbr-2071	139	29	market	market	NOUN
amfbr-2071	139	30	(	(	PUNCT
amfbr-2071	139	31	babajide	babajide	ADJ
amfbr-2071	139	32	&	&	CCONJ
amfbr-2071	139	33	adetiloye	adetiloye	PROPN
amfbr-2071	139	34	,	,	PUNCT
amfbr-2071	139	35	2012	2012	NUM
amfbr-2071	139	36	)	)	PUNCT
amfbr-2071	139	37	.	.	PUNCT
amfbr-2071	140	1	the	the	DET
amfbr-2071	140	2	repeated	repeat	VERB
amfbr-2071	140	3	pattern	pattern	NOUN
amfbr-2071	140	4	of	of	ADP
amfbr-2071	140	5	irrational	irrational	ADJ
amfbr-2071	140	6	behavior	behavior	NOUN
amfbr-2071	140	7	in	in	ADP
amfbr-2071	140	8	the	the	DET
amfbr-2071	140	9	decision	decision	NOUN
amfbr-2071	140	10	-	-	PUNCT
amfbr-2071	140	11	making	make	VERB
amfbr-2071	140	12	process	process	NOUN
amfbr-2071	140	13	includes	include	VERB
amfbr-2071	140	14	inconsistency	inconsistency	NOUN
amfbr-2071	140	15	,	,	PUNCT
amfbr-2071	140	16	inability	inability	NOUN
amfbr-2071	140	17	,	,	PUNCT
amfbr-2071	140	18	or	or	CCONJ
amfbr-2071	140	19	incompetency	incompetency	NOUN
amfbr-2071	140	20	in	in	ADP
amfbr-2071	140	21	the	the	DET
amfbr-2071	140	22	way	way	NOUN
amfbr-2071	140	23	of	of	ADP
amfbr-2071	140	24	investment	investment	NOUN
amfbr-2071	140	25	choices	choice	NOUN
amfbr-2071	140	26	under	under	ADP
amfbr-2071	140	27	uncertain	uncertain	ADJ
amfbr-2071	140	28	conditions	condition	NOUN
amfbr-2071	140	29	(	(	PUNCT
amfbr-2071	140	30	bernstein	bernstein	PROPN
amfbr-2071	140	31	,	,	PUNCT
amfbr-2071	140	32	1996	1996	NUM
amfbr-2071	140	33	;	;	PUNCT
amfbr-2071	140	34	jain	jain	PROPN
amfbr-2071	140	35	et	et	PROPN
amfbr-2071	140	36	al	al	PROPN
amfbr-2071	140	37	.	.	PROPN
amfbr-2071	140	38	,	,	PUNCT
amfbr-2071	140	39	2015	2015	NUM
amfbr-2071	140	40	)	)	PUNCT
amfbr-2071	140	41	.	.	PUNCT
amfbr-2071	141	1	the	the	DET
amfbr-2071	141	2	irrational	irrational	ADJ
amfbr-2071	141	3	behavior	behavior	NOUN
amfbr-2071	141	4	makes	make	VERB
amfbr-2071	141	5	them	they	PRON
amfbr-2071	141	6	biased	bias	VERB
amfbr-2071	141	7	that	that	PRON
amfbr-2071	141	8	deviates	deviate	VERB
amfbr-2071	141	9	the	the	DET
amfbr-2071	141	10	market	market	NOUN
amfbr-2071	141	11	from	from	ADP
amfbr-2071	141	12	its	its	PRON
amfbr-2071	141	13	actual	actual	ADJ
amfbr-2071	141	14	position	position	NOUN
amfbr-2071	141	15	.	.	PUNCT
amfbr-2071	142	1	these	these	DET
amfbr-2071	142	2	investors	investor	NOUN
amfbr-2071	142	3	are	be	AUX
amfbr-2071	142	4	behaviorally	behaviorally	ADV
amfbr-2071	142	5	biased	bias	VERB
amfbr-2071	142	6	for	for	ADP
amfbr-2071	142	7	investment	investment	NOUN
amfbr-2071	142	8	patterns	pattern	NOUN
amfbr-2071	142	9	which	which	PRON
amfbr-2071	142	10	in	in	ADP
amfbr-2071	142	11	return	return	NOUN
amfbr-2071	142	12	create	create	VERB
amfbr-2071	142	13	over	over	ADP
amfbr-2071	142	14	reaction	reaction	NOUN
amfbr-2071	142	15	and	and	CCONJ
amfbr-2071	142	16	under	under	ADP
amfbr-2071	142	17	reaction	reaction	NOUN
amfbr-2071	142	18	in	in	ADP
amfbr-2071	142	19	the	the	DET
amfbr-2071	142	20	market	market	NOUN
amfbr-2071	142	21	(	(	PUNCT
amfbr-2071	142	22	zahera	zahera	PROPN
amfbr-2071	142	23	&	&	CCONJ
amfbr-2071	142	24	bansal	bansal	NOUN
amfbr-2071	142	25	,	,	PUNCT
amfbr-2071	142	26	2018	2018	NUM
amfbr-2071	142	27	)	)	PUNCT
amfbr-2071	142	28	.	.	PUNCT
amfbr-2071	143	1	every	every	DET
amfbr-2071	143	2	single	single	ADJ
amfbr-2071	143	3	investor	investor	NOUN
amfbr-2071	143	4	prefers	prefer	VERB
amfbr-2071	143	5	to	to	PART
amfbr-2071	143	6	invest	invest	VERB
amfbr-2071	143	7	in	in	ADP
amfbr-2071	143	8	more	more	ADV
amfbr-2071	143	9	profitable	profitable	ADJ
amfbr-2071	143	10	and	and	CCONJ
amfbr-2071	143	11	highly	highly	ADV
amfbr-2071	143	12	liquidated	liquidate	VERB
amfbr-2071	143	13	stocks	stock	NOUN
amfbr-2071	143	14	.	.	PUNCT
amfbr-2071	144	1	they	they	PRON
amfbr-2071	144	2	always	always	ADV
amfbr-2071	144	3	act	act	VERB
amfbr-2071	144	4	wisely	wisely	ADV
amfbr-2071	144	5	in	in	ADP
amfbr-2071	144	6	choosing	choose	VERB
amfbr-2071	144	7	the	the	DET
amfbr-2071	144	8	stocks	stock	NOUN
amfbr-2071	144	9	and	and	CCONJ
amfbr-2071	144	10	being	be	AUX
amfbr-2071	144	11	an	an	DET
amfbr-2071	144	12	investor	investor	NOUN
amfbr-2071	144	13	,	,	PUNCT
amfbr-2071	144	14	it	it	PRON
amfbr-2071	144	15	must	must	AUX
amfbr-2071	144	16	be	be	AUX
amfbr-2071	144	17	clear	clear	ADJ
amfbr-2071	144	18	where	where	SCONJ
amfbr-2071	144	19	investors	investor	NOUN
amfbr-2071	144	20	should	should	AUX
amfbr-2071	144	21	invest	invest	VERB
amfbr-2071	144	22	.	.	PUNCT
amfbr-2071	145	1	but	but	CCONJ
amfbr-2071	145	2	they	they	PRON
amfbr-2071	145	3	are	be	AUX
amfbr-2071	145	4	psychologically	psychologically	ADV
amfbr-2071	145	5	biased	biased	ADJ
amfbr-2071	145	6	in	in	ADP
amfbr-2071	145	7	their	their	PRON
amfbr-2071	145	8	personal	personal	ADJ
amfbr-2071	145	9	decisions	decision	NOUN
amfbr-2071	145	10	and	and	CCONJ
amfbr-2071	145	11	do	do	AUX
amfbr-2071	145	12	not	not	PART
amfbr-2071	145	13	make	make	VERB
amfbr-2071	145	14	fair	fair	ADJ
amfbr-2071	145	15	judgments	judgment	NOUN
amfbr-2071	145	16	that	that	PRON
amfbr-2071	145	17	would	would	AUX
amfbr-2071	145	18	ultimately	ultimately	ADV
amfbr-2071	145	19	cause	cause	VERB
amfbr-2071	145	20	changes	change	NOUN
amfbr-2071	145	21	in	in	ADP
amfbr-2071	145	22	investment	investment	NOUN
amfbr-2071	145	23	decisions	decision	NOUN
amfbr-2071	145	24	.	.	PUNCT
amfbr-2071	146	1	consequently	consequently	ADV
amfbr-2071	146	2	,	,	PUNCT
amfbr-2071	146	3	the	the	DET
amfbr-2071	146	4	disposition	disposition	NOUN
amfbr-2071	146	5	effect	effect	NOUN
amfbr-2071	146	6	has	have	AUX
amfbr-2071	146	7	been	be	AUX
amfbr-2071	146	8	incurred	incur	VERB
amfbr-2071	146	9	in	in	ADP
amfbr-2071	146	10	the	the	DET
amfbr-2071	146	11	market	market	NOUN
amfbr-2071	146	12	(	(	PUNCT
amfbr-2071	146	13	frydman	frydman	ADJ
amfbr-2071	146	14	et	et	PROPN
amfbr-2071	146	15	al	al	PROPN
amfbr-2071	146	16	.	.	PROPN
amfbr-2071	146	17	,	,	PUNCT
amfbr-2071	146	18	2014	2014	NUM
amfbr-2071	146	19	)	)	PUNCT
amfbr-2071	146	20	.	.	PUNCT
amfbr-2071	147	1	behavioral	behavioral	ADJ
amfbr-2071	147	2	biases	bias	NOUN
amfbr-2071	147	3	(	(	PUNCT
amfbr-2071	147	4	herd	herd	NOUN
amfbr-2071	147	5	bias	bias	NOUN
amfbr-2071	147	6	,	,	PUNCT
amfbr-2071	147	7	anchoring	anchoring	NOUN
amfbr-2071	147	8	,	,	PUNCT
amfbr-2071	147	9	mental	mental	ADJ
amfbr-2071	147	10	accounting	accounting	NOUN
amfbr-2071	147	11	,	,	PUNCT
amfbr-2071	147	12	and	and	CCONJ
amfbr-2071	147	13	overconfidence	overconfidence	NOUN
amfbr-2071	147	14	bias	bias	NOUN
amfbr-2071	147	15	)	)	PUNCT
amfbr-2071	147	16	have	have	VERB
amfbr-2071	147	17	a	a	DET
amfbr-2071	147	18	strong	strong	ADJ
amfbr-2071	147	19	relationship	relationship	NOUN
amfbr-2071	147	20	with	with	ADP
amfbr-2071	147	21	the	the	DET
amfbr-2071	147	22	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr24-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr24-21582440221097394	PROPN
amfbr-2071	147	23	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr25-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr25-21582440221097394	NOUN
amfbr-2071	147	24	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr32-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr32-21582440221097394	X
amfbr-2071	147	25	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr138-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr138-21582440221097394	PROPN
amfbr-2071	147	26	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr20-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr20-21582440221097394	PUNCT
amfbr-2071	147	27	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr31-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr31-21582440221097394	NOUN
amfbr-2071	147	28	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr73-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr73-21582440221097394	NOUN
amfbr-2071	147	29	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr73-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr73-21582440221097394	NOUN
amfbr-2071	147	30	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr147-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr147-21582440221097394	PROPN
amfbr-2071	147	31	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr147-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr147-21582440221097394	NOUN
amfbr-2071	147	32	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr56-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr56-21582440221097394	NOUN
amfbr-2071	147	33	agwu	agwu	NOUN
amfbr-2071	147	34	,	,	PUNCT
amfbr-2071	147	35	american	american	PROPN
amfbr-2071	147	36	finance	finance	PROPN
amfbr-2071	147	37	&	&	CCONJ
amfbr-2071	147	38	banking	banking	PROPN
amfbr-2071	147	39	review	review	NOUN
amfbr-2071	147	40	8(1	8(1	NOUN
amfbr-2071	147	41	)	)	PUNCT
amfbr-2071	147	42	(	(	PUNCT
amfbr-2071	147	43	2023	2023	NUM
amfbr-2071	147	44	)	)	PUNCT
amfbr-2071	147	45	,	,	PUNCT
amfbr-2071	147	46	1	1	NUM
amfbr-2071	147	47	-	-	SYM
amfbr-2071	147	48	13	13	NUM
amfbr-2071	147	49	5	5	NUM
amfbr-2071	147	50	decision	decision	NOUN
amfbr-2071	147	51	building	building	NOUN
amfbr-2071	147	52	process	process	NOUN
amfbr-2071	147	53	of	of	ADP
amfbr-2071	147	54	investors	investor	NOUN
amfbr-2071	147	55	(	(	PUNCT
amfbr-2071	147	56	kartašova	kartašova	X
amfbr-2071	147	57	,	,	PUNCT
amfbr-2071	147	58	2013	2013	NUM
amfbr-2071	147	59	;	;	PUNCT
amfbr-2071	147	60	parveen	parveen	PROPN
amfbr-2071	147	61	et	et	PROPN
amfbr-2071	147	62	al	al	PROPN
amfbr-2071	147	63	.	.	PROPN
amfbr-2071	147	64	,	,	PUNCT
amfbr-2071	147	65	2020	2020	NUM
amfbr-2071	147	66	)	)	PUNCT
amfbr-2071	147	67	.	.	PUNCT
amfbr-2071	148	1	overconfidence	overconfidence	NOUN
amfbr-2071	148	2	investors	investor	NOUN
amfbr-2071	148	3	and	and	CCONJ
amfbr-2071	148	4	managers	manager	NOUN
amfbr-2071	148	5	notably	notably	ADV
amfbr-2071	148	6	drive	drive	VERB
amfbr-2071	148	7	the	the	DET
amfbr-2071	148	8	firm	firm	ADJ
amfbr-2071	148	9	value	value	NOUN
amfbr-2071	148	10	upward	upward	ADV
amfbr-2071	148	11	with	with	ADP
amfbr-2071	148	12	lack	lack	NOUN
amfbr-2071	148	13	of	of	ADP
amfbr-2071	148	14	precise	precise	ADJ
amfbr-2071	148	15	directions	direction	NOUN
amfbr-2071	148	16	(	(	PUNCT
amfbr-2071	148	17	shah	shah	PROPN
amfbr-2071	148	18	et	et	PROPN
amfbr-2071	148	19	al	al	PROPN
amfbr-2071	148	20	.	.	PROPN
amfbr-2071	148	21	,	,	PUNCT
amfbr-2071	148	22	2018	2018	NUM
amfbr-2071	148	23	)	)	PUNCT
amfbr-2071	148	24	theoretical	theoretical	ADJ
amfbr-2071	148	25	framework	framework	NOUN
amfbr-2071	148	26	this	this	DET
amfbr-2071	148	27	study	study	NOUN
amfbr-2071	148	28	is	be	AUX
amfbr-2071	148	29	anchored	anchor	VERB
amfbr-2071	148	30	on	on	ADP
amfbr-2071	148	31	the	the	DET
amfbr-2071	148	32	efficient	efficient	ADJ
amfbr-2071	148	33	market	market	NOUN
amfbr-2071	148	34	hypothesis	hypothesis	NOUN
amfbr-2071	148	35	(	(	PUNCT
amfbr-2071	148	36	emh	emh	PROPN
amfbr-2071	148	37	)	)	PUNCT
amfbr-2071	148	38	,	,	PUNCT
amfbr-2071	148	39	theory	theory	NOUN
amfbr-2071	148	40	of	of	ADP
amfbr-2071	148	41	behavioural	behavioural	ADJ
amfbr-2071	148	42	finance	finance	NOUN
amfbr-2071	148	43	,	,	PUNCT
amfbr-2071	148	44	prospect	prospect	NOUN
amfbr-2071	148	45	theory	theory	NOUN
amfbr-2071	148	46	and	and	CCONJ
amfbr-2071	148	47	risk	risk	NOUN
amfbr-2071	148	48	aversion	aversion	NOUN
amfbr-2071	148	49	theory	theory	NOUN
amfbr-2071	148	50	.	.	PUNCT
amfbr-2071	149	1	the	the	DET
amfbr-2071	149	2	efficient	efficient	ADJ
amfbr-2071	149	3	market	market	NOUN
amfbr-2071	149	4	hypothesis	hypothesis	NOUN
amfbr-2071	149	5	(	(	PUNCT
amfbr-2071	149	6	emh	emh	PROPN
amfbr-2071	149	7	)	)	PUNCT
amfbr-2071	149	8	this	this	PRON
amfbr-2071	149	9	is	be	AUX
amfbr-2071	149	10	also	also	ADV
amfbr-2071	149	11	known	know	VERB
amfbr-2071	149	12	as	as	ADP
amfbr-2071	149	13	the	the	DET
amfbr-2071	149	14	random	random	ADJ
amfbr-2071	149	15	walk	walk	NOUN
amfbr-2071	149	16	theory	theory	NOUN
amfbr-2071	149	17	(	(	PUNCT
amfbr-2071	149	18	kendall	kendall	PROPN
amfbr-2071	149	19	,	,	PUNCT
amfbr-2071	149	20	1953	1953	NUM
amfbr-2071	149	21	)	)	PUNCT
amfbr-2071	149	22	,	,	PUNCT
amfbr-2071	149	23	and	and	CCONJ
amfbr-2071	149	24	is	be	AUX
amfbr-2071	149	25	of	of	ADP
amfbr-2071	149	26	the	the	DET
amfbr-2071	149	27	view	view	NOUN
amfbr-2071	149	28	that	that	SCONJ
amfbr-2071	149	29	equity	equity	NOUN
amfbr-2071	149	30	value	value	NOUN
amfbr-2071	149	31	of	of	ADP
amfbr-2071	149	32	a	a	DET
amfbr-2071	149	33	listed	list	VERB
amfbr-2071	149	34	firm	firm	NOUN
amfbr-2071	149	35	reflects	reflect	VERB
amfbr-2071	149	36	all	all	DET
amfbr-2071	149	37	data	datum	NOUN
amfbr-2071	149	38	or	or	CCONJ
amfbr-2071	149	39	information	information	NOUN
amfbr-2071	149	40	regarding	regard	VERB
amfbr-2071	149	41	the	the	DET
amfbr-2071	149	42	business	business	NOUN
amfbr-2071	149	43	value	value	NOUN
amfbr-2071	149	44	,	,	PUNCT
amfbr-2071	149	45	indicating	indicate	VERB
amfbr-2071	149	46	that	that	SCONJ
amfbr-2071	149	47	market	market	NOUN
amfbr-2071	149	48	responds	respond	VERB
amfbr-2071	149	49	to	to	ADP
amfbr-2071	149	50	all	all	DET
amfbr-2071	149	51	the	the	DET
amfbr-2071	149	52	available	available	ADJ
amfbr-2071	149	53	or	or	CCONJ
amfbr-2071	149	54	possible	possible	ADJ
amfbr-2071	149	55	-	-	PUNCT
amfbr-2071	149	56	to	to	ADP
amfbr-2071	149	57	-	-	PUNCT
amfbr-2071	149	58	know	know	VERB
amfbr-2071	149	59	information	information	NOUN
amfbr-2071	149	60	.	.	PUNCT
amfbr-2071	150	1	efficient	efficient	ADJ
amfbr-2071	150	2	market	market	NOUN
amfbr-2071	150	3	as	as	SCONJ
amfbr-2071	150	4	presented	present	VERB
amfbr-2071	150	5	by	by	ADP
amfbr-2071	150	6	eugene	eugene	PROPN
amfbr-2071	150	7	fama	fama	PROPN
amfbr-2071	150	8	in	in	ADP
amfbr-2071	150	9	1965	1965	NUM
amfbr-2071	150	10	,	,	PUNCT
amfbr-2071	150	11	suggested	suggest	VERB
amfbr-2071	150	12	that	that	SCONJ
amfbr-2071	150	13	stocks	stock	NOUN
amfbr-2071	150	14	always	always	ADV
amfbr-2071	150	15	trade	trade	VERB
amfbr-2071	150	16	at	at	ADP
amfbr-2071	150	17	fair	fair	ADJ
amfbr-2071	150	18	value	value	NOUN
amfbr-2071	150	19	,	,	PUNCT
amfbr-2071	150	20	implying	imply	VERB
amfbr-2071	150	21	that	that	SCONJ
amfbr-2071	150	22	prices	price	NOUN
amfbr-2071	150	23	adjust	adjust	VERB
amfbr-2071	150	24	rapidly	rapidly	ADV
amfbr-2071	150	25	and	and	CCONJ
amfbr-2071	150	26	,	,	PUNCT
amfbr-2071	150	27	on	on	ADP
amfbr-2071	150	28	average	average	ADJ
amfbr-2071	150	29	,	,	PUNCT
amfbr-2071	150	30	without	without	ADP
amfbr-2071	150	31	bias	bias	NOUN
amfbr-2071	150	32	to	to	ADP
amfbr-2071	150	33	new	new	ADJ
amfbr-2071	150	34	information	information	NOUN
amfbr-2071	150	35	(	(	PUNCT
amfbr-2071	150	36	fama	fama	NOUN
amfbr-2071	150	37	,	,	PUNCT
amfbr-2071	150	38	1976	1976	NUM
amfbr-2071	150	39	)	)	PUNCT
amfbr-2071	150	40	.	.	PUNCT
amfbr-2071	151	1	numerous	numerous	ADJ
amfbr-2071	151	2	scholarly	scholarly	ADJ
amfbr-2071	151	3	papers	paper	NOUN
amfbr-2071	151	4	have	have	AUX
amfbr-2071	151	5	been	be	AUX
amfbr-2071	151	6	anchored	anchor	VERB
amfbr-2071	151	7	on	on	ADP
amfbr-2071	151	8	this	this	DET
amfbr-2071	151	9	theory	theory	NOUN
amfbr-2071	151	10	since	since	SCONJ
amfbr-2071	151	11	the	the	DET
amfbr-2071	151	12	presentation	presentation	NOUN
amfbr-2071	151	13	,	,	PUNCT
amfbr-2071	151	14	to	to	PART
amfbr-2071	151	15	justify	justify	VERB
amfbr-2071	151	16	the	the	DET
amfbr-2071	151	17	assumptions	assumption	NOUN
amfbr-2071	151	18	inherent	inherent	ADJ
amfbr-2071	151	19	in	in	ADP
amfbr-2071	151	20	the	the	DET
amfbr-2071	151	21	model	model	NOUN
amfbr-2071	151	22	.	.	PUNCT
amfbr-2071	152	1	this	this	PRON
amfbr-2071	152	2	has	have	AUX
amfbr-2071	152	3	increasingly	increasingly	ADV
amfbr-2071	152	4	attracted	attract	VERB
amfbr-2071	152	5	reasonable	reasonable	ADJ
amfbr-2071	152	6	attacks	attack	NOUN
amfbr-2071	152	7	on	on	ADP
amfbr-2071	152	8	the	the	DET
amfbr-2071	152	9	assumed	assumed	ADJ
amfbr-2071	152	10	deficiencies	deficiency	NOUN
amfbr-2071	152	11	in	in	ADP
amfbr-2071	152	12	the	the	DET
amfbr-2071	152	13	theory	theory	NOUN
amfbr-2071	152	14	mostly	mostly	ADV
amfbr-2071	152	15	as	as	SCONJ
amfbr-2071	152	16	regards	regard	NOUN
amfbr-2071	152	17	return	return	VERB
amfbr-2071	152	18	predictability	predictability	NOUN
amfbr-2071	152	19	(	(	PUNCT
amfbr-2071	152	20	rossi	rossi	ADJ
amfbr-2071	152	21	,	,	PUNCT
amfbr-2071	152	22	2016	2016	NUM
amfbr-2071	152	23	)	)	PUNCT
amfbr-2071	152	24	.	.	PUNCT
amfbr-2071	153	1	in	in	ADP
amfbr-2071	153	2	practice	practice	NOUN
amfbr-2071	153	3	,	,	PUNCT
amfbr-2071	153	4	certain	certain	ADJ
amfbr-2071	153	5	information	information	NOUN
amfbr-2071	153	6	may	may	AUX
amfbr-2071	153	7	affect	affect	VERB
amfbr-2071	153	8	stock	stock	NOUN
amfbr-2071	153	9	prices	price	NOUN
amfbr-2071	153	10	more	more	ADV
amfbr-2071	153	11	quickly	quickly	ADV
amfbr-2071	153	12	than	than	ADP
amfbr-2071	153	13	other	other	ADJ
amfbr-2071	153	14	information	information	NOUN
amfbr-2071	153	15	,	,	PUNCT
amfbr-2071	153	16	leading	lead	VERB
amfbr-2071	153	17	to	to	ADP
amfbr-2071	153	18	discrepancies	discrepancy	NOUN
amfbr-2071	153	19	in	in	ADP
amfbr-2071	153	20	the	the	DET
amfbr-2071	153	21	response	response	NOUN
amfbr-2071	153	22	rates	rate	NOUN
amfbr-2071	153	23	and	and	CCONJ
amfbr-2071	153	24	researchers	researcher	NOUN
amfbr-2071	153	25	have	have	AUX
amfbr-2071	153	26	made	make	VERB
amfbr-2071	153	27	frantic	frantic	ADJ
amfbr-2071	153	28	efforts	effort	NOUN
amfbr-2071	153	29	to	to	PART
amfbr-2071	153	30	separate	separate	VERB
amfbr-2071	153	31	these	these	DET
amfbr-2071	153	32	responses	response	NOUN
amfbr-2071	153	33	rates	rate	NOUN
amfbr-2071	153	34	or	or	CCONJ
amfbr-2071	153	35	information	information	NOUN
amfbr-2071	153	36	into	into	ADP
amfbr-2071	153	37	different	different	ADJ
amfbr-2071	153	38	types	type	NOUN
amfbr-2071	153	39	,	,	PUNCT
amfbr-2071	153	40	information	information	NOUN
amfbr-2071	153	41	about	about	ADP
amfbr-2071	153	42	past	past	ADJ
amfbr-2071	153	43	prices	price	NOUN
amfbr-2071	153	44	,	,	PUNCT
amfbr-2071	153	45	publicly	publicly	ADV
amfbr-2071	153	46	available	available	ADJ
amfbr-2071	153	47	information	information	NOUN
amfbr-2071	153	48	,	,	PUNCT
amfbr-2071	153	49	and	and	CCONJ
amfbr-2071	153	50	all	all	DET
amfbr-2071	153	51	information	information	NOUN
amfbr-2071	153	52	.	.	PUNCT
amfbr-2071	154	1	there	there	PRON
amfbr-2071	154	2	are	be	VERB
amfbr-2071	154	3	the	the	DET
amfbr-2071	154	4	weak	weak	ADJ
amfbr-2071	154	5	form	form	NOUN
amfbr-2071	154	6	(	(	PUNCT
amfbr-2071	154	7	if	if	SCONJ
amfbr-2071	154	8	it	it	PRON
amfbr-2071	154	9	fully	fully	ADV
amfbr-2071	154	10	incorporates	incorporate	VERB
amfbr-2071	154	11	the	the	DET
amfbr-2071	154	12	information	information	NOUN
amfbr-2071	154	13	in	in	ADP
amfbr-2071	154	14	the	the	DET
amfbr-2071	154	15	past	past	ADJ
amfbr-2071	154	16	stock	stock	NOUN
amfbr-2071	154	17	prices	price	NOUN
amfbr-2071	154	18	)	)	PUNCT
amfbr-2071	154	19	;	;	PUNCT
amfbr-2071	154	20	the	the	DET
amfbr-2071	154	21	semi	semi	ADJ
amfbr-2071	154	22	-	-	ADJ
amfbr-2071	154	23	strong	strong	ADJ
amfbr-2071	154	24	form	form	NOUN
amfbr-2071	154	25	(	(	PUNCT
amfbr-2071	154	26	if	if	SCONJ
amfbr-2071	154	27	prices	price	NOUN
amfbr-2071	154	28	reflect	reflect	VERB
amfbr-2071	154	29	(	(	PUNCT
amfbr-2071	154	30	incorporate	incorporate	NOUN
amfbr-2071	154	31	)	)	PUNCT
amfbr-2071	154	32	all	all	DET
amfbr-2071	154	33	publicly	publicly	ADV
amfbr-2071	154	34	available	available	ADJ
amfbr-2071	154	35	information	information	NOUN
amfbr-2071	154	36	,	,	PUNCT
amfbr-2071	154	37	including	include	VERB
amfbr-2071	154	38	information	information	NOUN
amfbr-2071	154	39	such	such	ADJ
amfbr-2071	154	40	as	as	ADP
amfbr-2071	154	41	published	publish	VERB
amfbr-2071	154	42	accounting	accounting	NOUN
amfbr-2071	154	43	statement	statement	NOUN
amfbr-2071	154	44	for	for	ADP
amfbr-2071	154	45	firm	firm	NOUN
amfbr-2071	154	46	as	as	ADV
amfbr-2071	154	47	well	well	ADV
amfbr-2071	154	48	as	as	ADP
amfbr-2071	154	49	historical	historical	ADJ
amfbr-2071	154	50	price	price	NOUN
amfbr-2071	154	51	information	information	NOUN
amfbr-2071	154	52	)	)	PUNCT
amfbr-2071	154	53	;	;	PUNCT
amfbr-2071	154	54	and	and	CCONJ
amfbr-2071	154	55	the	the	DET
amfbr-2071	154	56	strong	strong	ADJ
amfbr-2071	154	57	form	form	NOUN
amfbr-2071	154	58	(	(	PUNCT
amfbr-2071	154	59	reflect	reflect	VERB
amfbr-2071	154	60	all	all	DET
amfbr-2071	154	61	information	information	NOUN
amfbr-2071	154	62	relevant	relevant	ADJ
amfbr-2071	154	63	to	to	ADP
amfbr-2071	154	64	the	the	DET
amfbr-2071	154	65	firm	firm	NOUN
amfbr-2071	154	66	,	,	PUNCT
amfbr-2071	154	67	including	include	VERB
amfbr-2071	154	68	information	information	NOUN
amfbr-2071	154	69	available	available	ADJ
amfbr-2071	154	70	only	only	ADV
amfbr-2071	154	71	to	to	ADP
amfbr-2071	154	72	company	company	NOUN
amfbr-2071	154	73	insiders	insider	NOUN
amfbr-2071	154	74	)	)	PUNCT
amfbr-2071	154	75	(	(	PUNCT
amfbr-2071	154	76	fama	fama	NOUN
amfbr-2071	154	77	,	,	PUNCT
amfbr-2071	154	78	1976	1976	NUM
amfbr-2071	154	79	;	;	PUNCT
amfbr-2071	154	80	brealey	brealey	PROPN
amfbr-2071	154	81	&	&	CCONJ
amfbr-2071	154	82	myers	myers	PROPN
amfbr-2071	154	83	,	,	PUNCT
amfbr-2071	154	84	2003	2003	NUM
amfbr-2071	154	85	;	;	PUNCT
amfbr-2071	154	86	ross	ross	PROPN
amfbr-2071	154	87	et	et	PROPN
amfbr-2071	154	88	al	al	PROPN
amfbr-2071	154	89	.	.	PROPN
amfbr-2071	154	90	,	,	PUNCT
amfbr-2071	154	91	2009	2009	NUM
amfbr-2071	154	92	;	;	PUNCT
amfbr-2071	154	93	bhalla	bhalla	NOUN
amfbr-2071	154	94	,	,	PUNCT
amfbr-2071	154	95	2011	2011	NUM
amfbr-2071	154	96	;	;	PUNCT
amfbr-2071	154	97	rossi	rossi	PROPN
amfbr-2071	154	98	&	&	CCONJ
amfbr-2071	154	99	guardi	guardi	PROPN
amfbr-2071	154	100	,	,	PUNCT
amfbr-2071	154	101	2018	2018	NUM
amfbr-2071	154	102	)	)	PUNCT
amfbr-2071	154	103	.	.	PUNCT
amfbr-2071	155	1	behavioural	behavioural	ADJ
amfbr-2071	155	2	finance	finance	NOUN
amfbr-2071	155	3	theory	theory	NOUN
amfbr-2071	155	4	this	this	PRON
amfbr-2071	155	5	is	be	AUX
amfbr-2071	155	6	an	an	DET
amfbr-2071	155	7	innovation	innovation	NOUN
amfbr-2071	155	8	in	in	ADP
amfbr-2071	155	9	the	the	DET
amfbr-2071	155	10	field	field	NOUN
amfbr-2071	155	11	of	of	ADP
amfbr-2071	155	12	finance	finance	NOUN
amfbr-2071	155	13	,	,	PUNCT
amfbr-2071	155	14	a	a	DET
amfbr-2071	155	15	departure	departure	NOUN
amfbr-2071	155	16	from	from	ADP
amfbr-2071	155	17	the	the	DET
amfbr-2071	155	18	efficient	efficient	ADJ
amfbr-2071	155	19	market	market	NOUN
amfbr-2071	155	20	hypothesis	hypothesis	NOUN
amfbr-2071	155	21	.	.	PUNCT
amfbr-2071	156	1	this	this	DET
amfbr-2071	156	2	theory	theory	NOUN
amfbr-2071	156	3	believes	believe	VERB
amfbr-2071	156	4	that	that	SCONJ
amfbr-2071	156	5	the	the	DET
amfbr-2071	156	6	pattern	pattern	NOUN
amfbr-2071	156	7	of	of	ADP
amfbr-2071	156	8	behaviour	behaviour	NOUN
amfbr-2071	156	9	,	,	PUNCT
amfbr-2071	156	10	whether	whether	SCONJ
amfbr-2071	156	11	overconfidence	overconfidence	NOUN
amfbr-2071	156	12	,	,	PUNCT
amfbr-2071	156	13	overreactions	overreaction	NOUN
amfbr-2071	156	14	,	,	PUNCT
amfbr-2071	156	15	over	over	ADP
amfbr-2071	156	16	representation	representation	NOUN
amfbr-2071	156	17	,	,	PUNCT
amfbr-2071	156	18	perceptions	perception	NOUN
amfbr-2071	156	19	of	of	ADP
amfbr-2071	156	20	investors	investor	NOUN
amfbr-2071	156	21	are	be	AUX
amfbr-2071	156	22	the	the	DET
amfbr-2071	156	23	same	same	ADJ
amfbr-2071	156	24	,	,	PUNCT
amfbr-2071	156	25	hence	hence	ADV
amfbr-2071	156	26	such	such	ADJ
amfbr-2071	156	27	attitude	attitude	NOUN
amfbr-2071	156	28	do	do	VERB
amfbr-2071	156	29	heavily	heavily	ADV
amfbr-2071	156	30	influence	influence	VERB
amfbr-2071	156	31	share	share	NOUN
amfbr-2071	156	32	price	price	NOUN
amfbr-2071	156	33	from	from	ADP
amfbr-2071	156	34	reflecting	reflect	VERB
amfbr-2071	156	35	the	the	DET
amfbr-2071	156	36	economic	economic	ADJ
amfbr-2071	156	37	fundamentals	fundamental	NOUN
amfbr-2071	156	38	or	or	CCONJ
amfbr-2071	156	39	beliefs	belief	NOUN
amfbr-2071	156	40	or	or	CCONJ
amfbr-2071	156	41	assumptions	assumption	NOUN
amfbr-2071	156	42	.	.	PUNCT
amfbr-2071	157	1	it	it	PRON
amfbr-2071	157	2	borders	border	VERB
amfbr-2071	157	3	on	on	ADP
amfbr-2071	157	4	how	how	SCONJ
amfbr-2071	157	5	psychology	psychology	NOUN
amfbr-2071	157	6	influences	influence	VERB
amfbr-2071	157	7	investment	investment	NOUN
amfbr-2071	157	8	decision	decision	NOUN
amfbr-2071	157	9	-	-	PUNCT
amfbr-2071	157	10	making	make	VERB
amfbr-2071	157	11	process	process	NOUN
amfbr-2071	157	12	and	and	CCONJ
amfbr-2071	157	13	financial	financial	ADJ
amfbr-2071	157	14	markets	market	NOUN
amfbr-2071	157	15	,	,	PUNCT
amfbr-2071	157	16	hence	hence	ADV
amfbr-2071	157	17	deviation	deviation	NOUN
amfbr-2071	157	18	of	of	ADP
amfbr-2071	157	19	investors	investor	NOUN
amfbr-2071	157	20	from	from	ADP
amfbr-2071	157	21	traditional	traditional	ADJ
amfbr-2071	157	22	economic	economic	ADJ
amfbr-2071	157	23	assumptions	assumption	NOUN
amfbr-2071	157	24	(	(	PUNCT
amfbr-2071	157	25	sewell	sewell	NOUN
amfbr-2071	157	26	,	,	PUNCT
amfbr-2071	157	27	2007	2007	NUM
amfbr-2071	157	28	;	;	PUNCT
amfbr-2071	157	29	kumar	kumar	PROPN
amfbr-2071	157	30	,	,	PUNCT
amfbr-2071	157	31	2017	2017	NUM
amfbr-2071	157	32	)	)	PUNCT
amfbr-2071	157	33	.	.	PUNCT
amfbr-2071	158	1	contrary	contrary	ADJ
amfbr-2071	158	2	to	to	ADP
amfbr-2071	158	3	the	the	DET
amfbr-2071	158	4	emh	emh	NOUN
amfbr-2071	158	5	that	that	PRON
amfbr-2071	158	6	sees	see	VERB
amfbr-2071	158	7	investors	investor	NOUN
amfbr-2071	158	8	as	as	ADP
amfbr-2071	158	9	trying	try	VERB
amfbr-2071	158	10	to	to	PART
amfbr-2071	158	11	outsmart	outsmart	VERB
amfbr-2071	158	12	each	each	DET
amfbr-2071	158	13	other	other	ADJ
amfbr-2071	158	14	in	in	ADP
amfbr-2071	158	15	the	the	DET
amfbr-2071	158	16	market	market	NOUN
amfbr-2071	158	17	to	to	PART
amfbr-2071	158	18	make	make	VERB
amfbr-2071	158	19	abnormal	abnormal	ADJ
amfbr-2071	158	20	profit	profit	NOUN
amfbr-2071	158	21	thereby	thereby	ADV
amfbr-2071	158	22	making	make	VERB
amfbr-2071	158	23	prices	price	NOUN
amfbr-2071	158	24	of	of	ADP
amfbr-2071	158	25	securities	security	NOUN
amfbr-2071	158	26	return	return	VERB
amfbr-2071	158	27	to	to	ADP
amfbr-2071	158	28	equilibrium	equilibrium	NOUN
amfbr-2071	158	29	market	market	NOUN
amfbr-2071	158	30	value	value	NOUN
amfbr-2071	158	31	,	,	PUNCT
amfbr-2071	158	32	also	also	ADV
amfbr-2071	158	33	does	do	AUX
amfbr-2071	158	34	not	not	PART
amfbr-2071	158	35	see	see	VERB
amfbr-2071	158	36	all	all	DET
amfbr-2071	158	37	investors	investor	NOUN
amfbr-2071	158	38	to	to	PART
amfbr-2071	158	39	be	be	AUX
amfbr-2071	158	40	rational	rational	ADJ
amfbr-2071	158	41	,	,	PUNCT
amfbr-2071	158	42	rather	rather	ADV
amfbr-2071	158	43	assume	assume	VERB
amfbr-2071	158	44	that	that	SCONJ
amfbr-2071	158	45	markets	market	NOUN
amfbr-2071	158	46	make	make	VERB
amfbr-2071	158	47	unbiased	unbiased	ADJ
amfbr-2071	158	48	forecast	forecast	NOUN
amfbr-2071	158	49	for	for	ADP
amfbr-2071	158	50	future	future	NOUN
amfbr-2071	158	51	(	(	PUNCT
amfbr-2071	158	52	copur	copur	NOUN
amfbr-2071	158	53	,	,	PUNCT
amfbr-2071	158	54	2015	2015	NUM
amfbr-2071	158	55	;	;	PUNCT
amfbr-2071	158	56	kumar	kumar	PROPN
amfbr-2071	158	57	,	,	PUNCT
amfbr-2071	158	58	2017	2017	NUM
amfbr-2071	158	59	)	)	PUNCT
amfbr-2071	158	60	,	,	PUNCT
amfbr-2071	158	61	the	the	DET
amfbr-2071	158	62	behavioural	behavioural	ADJ
amfbr-2071	158	63	finance	finance	NOUN
amfbr-2071	158	64	theory	theory	NOUN
amfbr-2071	158	65	adjudges	adjudge	VERB
amfbr-2071	158	66	investors	investor	NOUN
amfbr-2071	158	67	as	as	ADP
amfbr-2071	158	68	both	both	CCONJ
amfbr-2071	158	69	rational	rational	ADJ
amfbr-2071	158	70	and	and	CCONJ
amfbr-2071	158	71	exhibit	exhibit	VERB
amfbr-2071	158	72	behavioural	behavioural	ADJ
amfbr-2071	158	73	biasness	biasness	NOUN
amfbr-2071	158	74	while	while	SCONJ
amfbr-2071	158	75	evaluating	evaluate	VERB
amfbr-2071	158	76	and	and	CCONJ
amfbr-2071	158	77	pricing	pricing	NOUN
amfbr-2071	158	78	securities	security	NOUN
amfbr-2071	158	79	.	.	PUNCT
amfbr-2071	159	1	the	the	DET
amfbr-2071	159	2	theory	theory	NOUN
amfbr-2071	159	3	assumes	assume	VERB
amfbr-2071	159	4	that	that	SCONJ
amfbr-2071	159	5	financial	financial	ADJ
amfbr-2071	159	6	markets	market	NOUN
amfbr-2071	159	7	are	be	AUX
amfbr-2071	159	8	informationally	informationally	ADV
amfbr-2071	159	9	inefficient	inefficient	ADJ
amfbr-2071	159	10	(	(	PUNCT
amfbr-2071	159	11	muradoglu	muradoglu	PROPN
amfbr-2071	159	12	&	&	CCONJ
amfbr-2071	159	13	harvey	harvey	PROPN
amfbr-2071	159	14	,	,	PUNCT
amfbr-2071	159	15	2012	2012	NUM
amfbr-2071	159	16	;	;	PUNCT
amfbr-2071	159	17	kumar	kumar	PROPN
amfbr-2071	159	18	,	,	PUNCT
amfbr-2071	159	19	2017	2017	NUM
amfbr-2071	159	20	)	)	PUNCT
amfbr-2071	159	21	.	.	PUNCT
amfbr-2071	160	1	it	it	PRON
amfbr-2071	160	2	seeks	seek	VERB
amfbr-2071	160	3	to	to	PART
amfbr-2071	160	4	explain	explain	VERB
amfbr-2071	160	5	certain	certain	ADJ
amfbr-2071	160	6	psychological	psychological	ADJ
amfbr-2071	160	7	influences	influence	NOUN
amfbr-2071	160	8	and	and	CCONJ
amfbr-2071	160	9	biases	bias	NOUN
amfbr-2071	160	10	that	that	PRON
amfbr-2071	160	11	alter	alter	VERB
amfbr-2071	160	12	the	the	DET
amfbr-2071	160	13	logical	logical	ADJ
amfbr-2071	160	14	reasoning	reasoning	NOUN
amfbr-2071	160	15	of	of	ADP
amfbr-2071	160	16	the	the	DET
amfbr-2071	160	17	people	people	NOUN
amfbr-2071	160	18	or	or	CCONJ
amfbr-2071	160	19	investors	investor	NOUN
amfbr-2071	160	20	.	.	PUNCT
amfbr-2071	161	1	the	the	DET
amfbr-2071	161	2	biases	bias	NOUN
amfbr-2071	161	3	of	of	ADP
amfbr-2071	161	4	behavioural	behavioural	ADJ
amfbr-2071	161	5	finance	finance	NOUN
amfbr-2071	161	6	are	be	AUX
amfbr-2071	161	7	that	that	PRON
amfbr-2071	161	8	:	:	PUNCT
amfbr-2071	161	9	it	it	PRON
amfbr-2071	161	10	makes	make	VERB
amfbr-2071	161	11	investors	investor	NOUN
amfbr-2071	161	12	to	to	PART
amfbr-2071	161	13	totally	totally	ADV
amfbr-2071	161	14	adhere	adhere	VERB
amfbr-2071	161	15	to	to	ADP
amfbr-2071	161	16	the	the	DET
amfbr-2071	161	17	information	information	NOUN
amfbr-2071	161	18	that	that	PRON
amfbr-2071	161	19	suites	suit	VERB
amfbr-2071	161	20	their	their	PRON
amfbr-2071	161	21	beliefs	belief	NOUN
amfbr-2071	161	22	(	(	PUNCT
amfbr-2071	161	23	confirmation	confirmation	NOUN
amfbr-2071	161	24	bias	bias	NOUN
amfbr-2071	161	25	):	):	PUNCT
amfbr-2071	161	26	investors	investor	NOUN
amfbr-2071	161	27	experiences	experience	VERB
amfbr-2071	161	28	from	from	ADP
amfbr-2071	161	29	previous	previous	ADJ
amfbr-2071	161	30	or	or	CCONJ
amfbr-2071	161	31	past	past	ADJ
amfbr-2071	161	32	trading	trading	NOUN
amfbr-2071	161	33	influence	influence	NOUN
amfbr-2071	161	34	them	they	PRON
amfbr-2071	161	35	to	to	PART
amfbr-2071	161	36	take	take	VERB
amfbr-2071	161	37	a	a	DET
amfbr-2071	161	38	position	position	NOUN
amfbr-2071	161	39	,	,	PUNCT
amfbr-2071	161	40	even	even	ADV
amfbr-2071	161	41	when	when	SCONJ
amfbr-2071	161	42	such	such	ADJ
amfbr-2071	161	43	decision	decision	NOUN
amfbr-2071	161	44	is	be	AUX
amfbr-2071	161	45	not	not	PART
amfbr-2071	161	46	rational	rational	ADJ
amfbr-2071	161	47	(	(	PUNCT
amfbr-2071	161	48	experience	experience	NOUN
amfbr-2071	161	49	bias	bias	NOUN
amfbr-2071	161	50	):	):	PUNCT
amfbr-2071	161	51	it	it	PRON
amfbr-2071	161	52	makes	make	VERB
amfbr-2071	161	53	investors	investor	NOUN
amfbr-2071	161	54	to	to	PART
amfbr-2071	161	55	avoid	avoid	VERB
amfbr-2071	161	56	taking	take	VERB
amfbr-2071	161	57	risks	risk	NOUN
amfbr-2071	161	58	completely	completely	ADV
amfbr-2071	161	59	even	even	ADV
amfbr-2071	161	60	when	when	SCONJ
amfbr-2071	161	61	it	it	PRON
amfbr-2071	161	62	promises	promise	VERB
amfbr-2071	161	63	high	high	ADJ
amfbr-2071	161	64	returns	return	NOUN
amfbr-2071	161	65	(	(	PUNCT
amfbr-2071	161	66	aversion	aversion	NOUN
amfbr-2071	161	67	bias	bias	NOUN
amfbr-2071	161	68	)	)	PUNCT
amfbr-2071	161	69	;	;	PUNCT
amfbr-2071	161	70	it	it	PRON
amfbr-2071	161	71	makes	make	VERB
amfbr-2071	161	72	investors	investor	NOUN
amfbr-2071	161	73	to	to	PART
amfbr-2071	161	74	overestimate	overestimate	VERB
amfbr-2071	161	75	their	their	PRON
amfbr-2071	161	76	capacity	capacity	NOUN
amfbr-2071	161	77	or	or	CCONJ
amfbr-2071	161	78	marketing	marketing	NOUN
amfbr-2071	161	79	prowess	prowess	NOUN
amfbr-2071	161	80	,	,	PUNCT
amfbr-2071	161	81	hence	hence	ADV
amfbr-2071	161	82	make	make	VERB
amfbr-2071	161	83	decisions	decision	NOUN
amfbr-2071	161	84	ignoring	ignore	VERB
amfbr-2071	161	85	factual	factual	ADJ
amfbr-2071	161	86	evidence	evidence	NOUN
amfbr-2071	161	87	(	(	PUNCT
amfbr-2071	161	88	overconfidence	overconfidence	NOUN
amfbr-2071	161	89	)	)	PUNCT
amfbr-2071	161	90	;	;	PUNCT
amfbr-2071	161	91	it	it	PRON
amfbr-2071	161	92	gives	give	VERB
amfbr-2071	161	93	investors	investor	NOUN
amfbr-2071	161	94	the	the	DET
amfbr-2071	161	95	propensity	propensity	NOUN
amfbr-2071	161	96	to	to	PART
amfbr-2071	161	97	keep	keep	VERB
amfbr-2071	161	98	securities	security	NOUN
amfbr-2071	161	99	even	even	ADV
amfbr-2071	161	100	when	when	SCONJ
amfbr-2071	161	101	the	the	DET
amfbr-2071	161	102	prices	price	NOUN
amfbr-2071	161	103	are	be	AUX
amfbr-2071	161	104	dwindling	dwindle	VERB
amfbr-2071	161	105	,	,	PUNCT
amfbr-2071	161	106	hoping	hope	VERB
amfbr-2071	161	107	that	that	SCONJ
amfbr-2071	161	108	the	the	DET
amfbr-2071	161	109	prices	price	NOUN
amfbr-2071	161	110	will	will	AUX
amfbr-2071	161	111	definitely	definitely	ADV
amfbr-2071	161	112	appreciate	appreciate	VERB
amfbr-2071	161	113	in	in	ADP
amfbr-2071	161	114	future	future	ADJ
amfbr-2071	161	115	(	(	PUNCT
amfbr-2071	161	116	disposition	disposition	NOUN
amfbr-2071	161	117	bias	bias	NOUN
amfbr-2071	161	118	)	)	PUNCT
amfbr-2071	161	119	;	;	PUNCT
amfbr-2071	161	120	it	it	PRON
amfbr-2071	161	121	makes	make	VERB
amfbr-2071	161	122	investors	investor	NOUN
amfbr-2071	161	123	to	to	PART
amfbr-2071	161	124	always	always	ADV
amfbr-2071	161	125	patronize	patronize	VERB
amfbr-2071	161	126	or	or	CCONJ
amfbr-2071	161	127	invest	invest	VERB
amfbr-2071	161	128	in	in	ADP
amfbr-2071	161	129	familiar	familiar	ADJ
amfbr-2071	161	130	firms	firm	NOUN
amfbr-2071	161	131	,	,	PUNCT
amfbr-2071	161	132	firms	firm	NOUN
amfbr-2071	161	133	they	they	PRON
amfbr-2071	161	134	can	can	AUX
amfbr-2071	161	135	attest	attest	VERB
amfbr-2071	161	136	to	to	ADP
amfbr-2071	161	137	,	,	PUNCT
amfbr-2071	161	138	rather	rather	ADV
amfbr-2071	161	139	than	than	ADP
amfbr-2071	161	140	going	go	VERB
amfbr-2071	161	141	into	into	ADP
amfbr-2071	161	142	unfamiliar	unfamiliar	ADJ
amfbr-2071	161	143	market	market	NOUN
amfbr-2071	161	144	(	(	PUNCT
amfbr-2071	161	145	familiarity	familiarity	NOUN
amfbr-2071	161	146	bias	bias	NOUN
amfbr-2071	161	147	)	)	PUNCT
amfbr-2071	161	148	;	;	PUNCT
amfbr-2071	161	149	investors	investor	NOUN
amfbr-2071	161	150	making	make	VERB
amfbr-2071	161	151	budget	budget	NOUN
amfbr-2071	161	152	or	or	CCONJ
amfbr-2071	161	153	spending	spending	NOUN
amfbr-2071	161	154	could	could	AUX
amfbr-2071	161	155	be	be	AUX
amfbr-2071	161	156	at	at	ADP
amfbr-2071	161	157	variance	variance	NOUN
amfbr-2071	161	158	depending	depend	VERB
amfbr-2071	161	159	on	on	ADP
amfbr-2071	161	160	the	the	DET
amfbr-2071	161	161	circumstances	circumstance	NOUN
amfbr-2071	161	162	confronting	confront	VERB
amfbr-2071	161	163	them	they	PRON
amfbr-2071	161	164	,	,	PUNCT
amfbr-2071	161	165	thus	thus	ADV
amfbr-2071	161	166	not	not	PART
amfbr-2071	161	167	in	in	ADP
amfbr-2071	161	168	permanent	permanent	ADJ
amfbr-2071	161	169	disposition	disposition	NOUN
amfbr-2071	161	170	(	(	PUNCT
amfbr-2071	161	171	mental	mental	ADJ
amfbr-2071	161	172	accounting	accounting	NOUN
amfbr-2071	161	173	)	)	PUNCT
amfbr-2071	161	174	(	(	PUNCT
amfbr-2071	161	175	saba	saba	PROPN
amfbr-2071	161	176	&	&	CCONJ
amfbr-2071	161	177	syed	syed	PROPN
amfbr-2071	161	178	,	,	PUNCT
amfbr-2071	161	179	2014	2014	NUM
amfbr-2071	161	180	;	;	PUNCT
amfbr-2071	161	181	copur	copur	NOUN
amfbr-2071	161	182	,	,	PUNCT
amfbr-2071	161	183	2015	2015	NUM
amfbr-2071	161	184	;	;	PUNCT
amfbr-2071	161	185	trifan	trifan	NUM
amfbr-2071	161	186	,	,	PUNCT
amfbr-2071	161	187	2020	2020	NUM
amfbr-2071	161	188	)	)	PUNCT
amfbr-2071	161	189	.	.	PUNCT
amfbr-2071	162	1	prospect	prospect	PROPN
amfbr-2071	162	2	theory	theory	NOUN
amfbr-2071	162	3	this	this	PRON
amfbr-2071	162	4	is	be	AUX
amfbr-2071	162	5	an	an	DET
amfbr-2071	162	6	aspect	aspect	NOUN
amfbr-2071	162	7	of	of	ADP
amfbr-2071	162	8	behavioural	behavioural	ADJ
amfbr-2071	162	9	finance	finance	NOUN
amfbr-2071	162	10	developed	develop	VERB
amfbr-2071	162	11	by	by	ADP
amfbr-2071	162	12	amos	amos	PROPN
amfbr-2071	162	13	tversky	tversky	PROPN
amfbr-2071	162	14	and	and	CCONJ
amfbr-2071	162	15	daniel	daniel	PROPN
amfbr-2071	162	16	kahneman	kahneman	PROPN
amfbr-2071	162	17	in	in	ADP
amfbr-2071	162	18	1992	1992	NUM
amfbr-2071	162	19	that	that	PRON
amfbr-2071	162	20	emphasizes	emphasize	VERB
amfbr-2071	162	21	more	more	ADJ
amfbr-2071	162	22	psychological	psychological	ADJ
amfbr-2071	162	23	accuracy	accuracy	NOUN
amfbr-2071	162	24	on	on	ADP
amfbr-2071	162	25	how	how	SCONJ
amfbr-2071	162	26	decisions	decision	NOUN
amfbr-2071	162	27	are	be	AUX
amfbr-2071	162	28	taken	take	VERB
amfbr-2071	162	29	vis	vis	X
amfbr-2071	162	30	a	a	X
amfbr-2071	162	31	vis	vis	X
amfbr-2071	162	32	the	the	DET
amfbr-2071	162	33	expected	expect	VERB
amfbr-2071	162	34	utility	utility	NOUN
amfbr-2071	162	35	theory	theory	NOUN
amfbr-2071	162	36	(	(	PUNCT
amfbr-2071	162	37	tversky	tversky	PROPN
amfbr-2071	162	38	&	&	CCONJ
amfbr-2071	162	39	kahneman	kahneman	PROPN
amfbr-2071	162	40	,	,	PUNCT
amfbr-2071	162	41	1992	1992	NUM
amfbr-2071	162	42	)	)	PUNCT
amfbr-2071	162	43	.	.	PUNCT
amfbr-2071	163	1	the	the	DET
amfbr-2071	163	2	theory	theory	NOUN
amfbr-2071	163	3	is	be	AUX
amfbr-2071	163	4	of	of	ADP
amfbr-2071	163	5	the	the	DET
amfbr-2071	163	6	opinion	opinion	NOUN
amfbr-2071	163	7	that	that	SCONJ
amfbr-2071	163	8	losses	loss	NOUN
amfbr-2071	163	9	and	and	CCONJ
amfbr-2071	163	10	gains	gain	NOUN
amfbr-2071	163	11	are	be	AUX
amfbr-2071	163	12	evaluated	evaluate	VERB
amfbr-2071	163	13	separately	separately	ADV
amfbr-2071	163	14	,	,	PUNCT
amfbr-2071	163	15	that	that	SCONJ
amfbr-2071	163	16	individual	individual	ADJ
amfbr-2071	163	17	investors	investor	NOUN
amfbr-2071	163	18	take	take	VERB
amfbr-2071	163	19	decisions	decision	NOUN
amfbr-2071	163	20	relying	rely	VERB
amfbr-2071	163	21	on	on	ADP
amfbr-2071	163	22	perceived	perceive	VERB
amfbr-2071	163	23	gains	gain	NOUN
amfbr-2071	163	24	rather	rather	ADV
amfbr-2071	163	25	than	than	ADP
amfbr-2071	163	26	perceived	perceive	VERB
amfbr-2071	163	27	losses	loss	NOUN
amfbr-2071	163	28	.	.	PUNCT
amfbr-2071	164	1	this	this	DET
amfbr-2071	164	2	theory	theory	NOUN
amfbr-2071	164	3	modifies	modify	VERB
amfbr-2071	164	4	the	the	DET
amfbr-2071	164	5	analytical	analytical	ADJ
amfbr-2071	164	6	description	description	NOUN
amfbr-2071	164	7	of	of	ADP
amfbr-2071	164	8	rational	rational	ADJ
amfbr-2071	164	9	risk	risk	NOUN
amfbr-2071	164	10	averse	averse	ADJ
amfbr-2071	164	11	investors	investor	NOUN
amfbr-2071	164	12	found	find	VERB
amfbr-2071	164	13	in	in	ADP
amfbr-2071	164	14	standard	standard	ADJ
amfbr-2071	164	15	financial	financial	ADJ
amfbr-2071	164	16	theory	theory	NOUN
amfbr-2071	164	17	,	,	PUNCT
amfbr-2071	164	18	hence	hence	ADV
amfbr-2071	164	19	known	know	VERB
amfbr-2071	164	20	as	as	ADP
amfbr-2071	164	21	loss	loss	NOUN
amfbr-2071	164	22	aversion	aversion	NOUN
amfbr-2071	164	23	theory	theory	NOUN
amfbr-2071	164	24	.	.	PUNCT
amfbr-2071	165	1	this	this	PRON
amfbr-2071	165	2	implies	imply	VERB
amfbr-2071	165	3	that	that	SCONJ
amfbr-2071	165	4	if	if	SCONJ
amfbr-2071	165	5	difference	difference	NOUN
amfbr-2071	165	6	choices	choice	NOUN
amfbr-2071	165	7	present	present	VERB
amfbr-2071	165	8	themselves	themselves	PRON
amfbr-2071	165	9	to	to	ADP
amfbr-2071	165	10	an	an	DET
amfbr-2071	165	11	investor	investor	NOUN
amfbr-2071	165	12	with	with	ADP
amfbr-2071	165	13	equal	equal	ADJ
amfbr-2071	165	14	magnitude	magnitude	NOUN
amfbr-2071	165	15	;	;	PUNCT
amfbr-2071	165	16	one	one	NUM
amfbr-2071	165	17	based	base	VERB
amfbr-2071	165	18	on	on	ADP
amfbr-2071	165	19	potential	potential	ADJ
amfbr-2071	165	20	benefits	benefit	NOUN
amfbr-2071	165	21	or	or	CCONJ
amfbr-2071	165	22	gains	gain	NOUN
amfbr-2071	165	23	,	,	PUNCT
amfbr-2071	165	24	the	the	DET
amfbr-2071	165	25	other	other	ADJ
amfbr-2071	165	26	on	on	ADP
amfbr-2071	165	27	possible	possible	ADJ
amfbr-2071	165	28	losses	loss	NOUN
amfbr-2071	165	29	,	,	PUNCT
amfbr-2071	165	30	the	the	DET
amfbr-2071	165	31	former	former	ADJ
amfbr-2071	165	32	option	option	NOUN
amfbr-2071	165	33	will	will	AUX
amfbr-2071	165	34	be	be	AUX
amfbr-2071	165	35	preferred	prefer	VERB
amfbr-2071	165	36	.	.	PUNCT
amfbr-2071	166	1	here	here	ADV
amfbr-2071	166	2	,	,	PUNCT
amfbr-2071	166	3	choices	choice	NOUN
amfbr-2071	166	4	are	be	AUX
amfbr-2071	166	5	independent	independent	ADJ
amfbr-2071	166	6	and	and	CCONJ
amfbr-2071	166	7	singular	singular	PROPN
amfbr-2071	166	8	,	,	PUNCT
amfbr-2071	166	9	the	the	DET
amfbr-2071	166	10	chances	chance	NOUN
amfbr-2071	166	11	of	of	ADP
amfbr-2071	166	12	gain	gain	NOUN
amfbr-2071	166	13	or	or	CCONJ
amfbr-2071	166	14	loss	loss	NOUN
amfbr-2071	166	15	is	be	AUX
amfbr-2071	166	16	assumed	assume	VERB
amfbr-2071	166	17	to	to	PART
amfbr-2071	166	18	be	be	AUX
amfbr-2071	166	19	equal	equal	ADJ
amfbr-2071	166	20	rather	rather	ADV
amfbr-2071	166	21	than	than	ADP
amfbr-2071	166	22	probability	probability	NOUN
amfbr-2071	166	23	being	be	AUX
amfbr-2071	166	24	presented	present	VERB
amfbr-2071	166	25	(	(	PUNCT
amfbr-2071	166	26	tversky	tversky	PROPN
amfbr-2071	166	27	&	&	CCONJ
amfbr-2071	166	28	kahneman	kahneman	PROPN
amfbr-2071	166	29	,	,	PUNCT
amfbr-2071	166	30	1992	1992	NUM
amfbr-2071	166	31	;	;	PUNCT
amfbr-2071	167	1	bodie	bodie	PROPN
amfbr-2071	167	2	et	et	PROPN
amfbr-2071	167	3	al	al	PROPN
amfbr-2071	167	4	.	.	PROPN
amfbr-2071	167	5	,	,	PUNCT
amfbr-2071	167	6	2013	2013	NUM
amfbr-2071	167	7	;	;	PUNCT
amfbr-2071	167	8	pahlevi	pahlevi	NOUN
amfbr-2071	167	9	&	&	CCONJ
amfbr-2071	167	10	oktaviani	oktaviani	PROPN
amfbr-2071	167	11	,	,	PUNCT
amfbr-2071	167	12	2018	2018	NUM
amfbr-2071	167	13	)	)	PUNCT
amfbr-2071	167	14	.	.	PUNCT
amfbr-2071	168	1	prospect	prospect	NOUN
amfbr-2071	168	2	theory	theory	NOUN
amfbr-2071	168	3	explains	explain	VERB
amfbr-2071	168	4	the	the	DET
amfbr-2071	168	5	risk	risk	NOUN
amfbr-2071	168	6	avoidance	avoidance	NOUN
amfbr-2071	168	7	tendency	tendency	NOUN
amfbr-2071	168	8	of	of	ADP
amfbr-2071	168	9	investors	investor	NOUN
amfbr-2071	168	10	relating	relate	VERB
amfbr-2071	168	11	to	to	PART
amfbr-2071	168	12	hold	hold	VERB
amfbr-2071	168	13	loser	loser	ADJ
amfbr-2071	168	14	stock	stock	NOUN
amfbr-2071	168	15	and	and	CCONJ
amfbr-2071	168	16	sell	sell	VERB
amfbr-2071	168	17	winning	win	VERB
amfbr-2071	168	18	one	one	NUM
amfbr-2071	168	19	.	.	PUNCT
amfbr-2071	169	1	it	it	PRON
amfbr-2071	169	2	is	be	AUX
amfbr-2071	169	3	expressed	express	VERB
amfbr-2071	169	4	by	by	ADP
amfbr-2071	169	5	shefrin	shefrin	NOUN
amfbr-2071	169	6	and	and	CCONJ
amfbr-2071	169	7	statman	statman	NOUN
amfbr-2071	169	8	(	(	PUNCT
amfbr-2071	169	9	1985	1985	NUM
amfbr-2071	169	10	)	)	PUNCT
amfbr-2071	169	11	that	that	PRON
amfbr-2071	169	12	price	price	NOUN
amfbr-2071	169	13	of	of	ADP
amfbr-2071	169	14	stocks	stock	NOUN
amfbr-2071	169	15	is	be	AUX
amfbr-2071	169	16	a	a	DET
amfbr-2071	169	17	reason	reason	NOUN
amfbr-2071	169	18	of	of	ADP
amfbr-2071	169	19	disposition	disposition	NOUN
amfbr-2071	169	20	to	to	PART
amfbr-2071	169	21	avoid	avoid	VERB
amfbr-2071	169	22	risk	risk	NOUN
amfbr-2071	169	23	.	.	PUNCT
amfbr-2071	170	1	the	the	DET
amfbr-2071	170	2	disposition	disposition	NOUN
amfbr-2071	170	3	effect	effect	NOUN
amfbr-2071	170	4	is	be	AUX
amfbr-2071	170	5	greatly	greatly	ADV
amfbr-2071	170	6	dealt	deal	VERB
amfbr-2071	170	7	with	with	ADP
amfbr-2071	170	8	prospect	prospect	NOUN
amfbr-2071	170	9	theory	theory	NOUN
amfbr-2071	170	10	,	,	PUNCT
amfbr-2071	170	11	regret	regret	VERB
amfbr-2071	170	12	aversion	aversion	NOUN
amfbr-2071	170	13	,	,	PUNCT
amfbr-2071	170	14	self	self	NOUN
amfbr-2071	170	15	-	-	PUNCT
amfbr-2071	170	16	control	control	NOUN
amfbr-2071	170	17	,	,	PUNCT
amfbr-2071	170	18	and	and	CCONJ
amfbr-2071	170	19	mental	mental	ADJ
amfbr-2071	170	20	accounting	accounting	NOUN
amfbr-2071	170	21	bias	bias	NOUN
amfbr-2071	170	22	.	.	PUNCT
amfbr-2071	171	1	investors	investor	NOUN
amfbr-2071	171	2	make	make	VERB
amfbr-2071	171	3	decisions	decision	NOUN
amfbr-2071	171	4	to	to	PART
amfbr-2071	171	5	reduce	reduce	VERB
amfbr-2071	171	6	losses	loss	NOUN
amfbr-2071	171	7	and	and	CCONJ
amfbr-2071	171	8	gain	gain	VERB
amfbr-2071	171	9	more	more	ADJ
amfbr-2071	171	10	to	to	PART
amfbr-2071	171	11	encourage	encourage	VERB
amfbr-2071	171	12	them	they	PRON
amfbr-2071	171	13	to	to	PART
amfbr-2071	171	14	hold	hold	VERB
amfbr-2071	171	15	losers	loser	NOUN
amfbr-2071	171	16	’	’	PART
amfbr-2071	171	17	stocks	stock	NOUN
amfbr-2071	171	18	too	too	ADV
amfbr-2071	171	19	long	long	ADV
amfbr-2071	171	20	and	and	CCONJ
amfbr-2071	171	21	sell	sell	VERB
amfbr-2071	171	22	the	the	DET
amfbr-2071	171	23	winning	win	VERB
amfbr-2071	171	24	ones	one	NOUN
amfbr-2071	171	25	too	too	ADV
amfbr-2071	171	26	early	early	ADV
amfbr-2071	171	27	.	.	PUNCT
amfbr-2071	172	1	on	on	ADP
amfbr-2071	172	2	the	the	DET
amfbr-2071	172	3	other	other	ADJ
amfbr-2071	172	4	hand	hand	NOUN
amfbr-2071	172	5	,	,	PUNCT
amfbr-2071	172	6	herding	herding	NOUN
amfbr-2071	172	7	behavior	behavior	NOUN
amfbr-2071	172	8	is	be	AUX
amfbr-2071	172	9	another	another	DET
amfbr-2071	172	10	phenomenon	phenomenon	NOUN
amfbr-2071	172	11	in	in	ADP
amfbr-2071	172	12	which	which	PRON
amfbr-2071	172	13	an	an	DET
amfbr-2071	172	14	investor	investor	NOUN
amfbr-2071	172	15	ignores	ignore	VERB
amfbr-2071	172	16	his	his	PRON
amfbr-2071	172	17	or	or	CCONJ
amfbr-2071	172	18	her	her	PRON
amfbr-2071	172	19	own	own	ADJ
amfbr-2071	172	20	market	market	NOUN
amfbr-2071	172	21	information	information	NOUN
amfbr-2071	172	22	and	and	CCONJ
amfbr-2071	172	23	follows	follow	VERB
amfbr-2071	172	24	the	the	DET
amfbr-2071	172	25	market	market	NOUN
amfbr-2071	172	26	participants	participant	NOUN
amfbr-2071	172	27	.	.	PUNCT
amfbr-2071	173	1	they	they	PRON
amfbr-2071	173	2	observe	observe	VERB
amfbr-2071	173	3	the	the	DET
amfbr-2071	173	4	others	other	NOUN
amfbr-2071	173	5	’	’	PART
amfbr-2071	173	6	information	information	NOUN
amfbr-2071	173	7	and	and	CCONJ
amfbr-2071	173	8	discourage	discourage	VERB
amfbr-2071	173	9	their	their	PRON
amfbr-2071	173	10	own	own	ADJ
amfbr-2071	173	11	information	information	NOUN
amfbr-2071	173	12	(	(	PUNCT
amfbr-2071	173	13	bikhchandani	bikhchandani	PROPN
amfbr-2071	173	14	et	et	PROPN
amfbr-2071	173	15	al	al	PROPN
amfbr-2071	173	16	.	.	PROPN
amfbr-2071	173	17	,	,	PUNCT
amfbr-2071	173	18	1992	1992	NUM
amfbr-2071	173	19	)	)	PUNCT
amfbr-2071	173	20	.	.	PUNCT
amfbr-2071	174	1	in	in	ADP
amfbr-2071	174	2	financial	financial	ADJ
amfbr-2071	174	3	markets	market	NOUN
amfbr-2071	174	4	,	,	PUNCT
amfbr-2071	174	5	investors	investor	NOUN
amfbr-2071	174	6	herd	herd	VERB
amfbr-2071	174	7	the	the	DET
amfbr-2071	174	8	other	other	ADJ
amfbr-2071	174	9	’s	’s	PART
amfbr-2071	174	10	actions	action	NOUN
amfbr-2071	174	11	or	or	CCONJ
amfbr-2071	174	12	stock	stock	NOUN
amfbr-2071	174	13	market	market	NOUN
amfbr-2071	174	14	movement	movement	NOUN
amfbr-2071	174	15	and	and	CCONJ
amfbr-2071	174	16	completely	completely	ADV
amfbr-2071	174	17	ignore	ignore	VERB
amfbr-2071	174	18	their	their	PRON
amfbr-2071	174	19	private	private	ADJ
amfbr-2071	174	20	information	information	NOUN
amfbr-2071	174	21	.	.	PUNCT
amfbr-2071	175	1	it	it	PRON
amfbr-2071	175	2	is	be	AUX
amfbr-2071	175	3	the	the	DET
amfbr-2071	175	4	human	human	ADJ
amfbr-2071	175	5	behavior	behavior	NOUN
amfbr-2071	175	6	that	that	PRON
amfbr-2071	175	7	mimics	mimic	VERB
amfbr-2071	175	8	the	the	DET
amfbr-2071	175	9	actions	action	NOUN
amfbr-2071	175	10	of	of	ADP
amfbr-2071	175	11	major	major	ADJ
amfbr-2071	175	12	investors	investor	NOUN
amfbr-2071	175	13	rather	rather	ADV
amfbr-2071	175	14	than	than	ADP
amfbr-2071	175	15	private	private	ADJ
amfbr-2071	175	16	information	information	NOUN
amfbr-2071	175	17	(	(	PUNCT
amfbr-2071	175	18	lee	lee	PROPN
amfbr-2071	175	19	et	et	PROPN
amfbr-2071	175	20	al	al	PROPN
amfbr-2071	175	21	.	.	PROPN
amfbr-2071	175	22	,	,	PUNCT
amfbr-2071	175	23	2011	2011	NUM
amfbr-2071	175	24	)	)	PUNCT
amfbr-2071	175	25	.	.	PUNCT
amfbr-2071	176	1	this	this	DET
amfbr-2071	176	2	behavior	behavior	NOUN
amfbr-2071	176	3	is	be	AUX
amfbr-2071	176	4	due	due	ADJ
amfbr-2071	176	5	to	to	ADP
amfbr-2071	176	6	investors	investor	NOUN
amfbr-2071	176	7	’	’	PART
amfbr-2071	176	8	sentiments	sentiment	NOUN
amfbr-2071	176	9	that	that	PRON
amfbr-2071	176	10	are	be	AUX
amfbr-2071	176	11	connected	connect	VERB
amfbr-2071	176	12	with	with	ADP
amfbr-2071	176	13	behavioral	behavioral	ADJ
amfbr-2071	176	14	finance	finance	NOUN
amfbr-2071	176	15	(	(	PUNCT
amfbr-2071	176	16	lópez	lópez	NOUN
amfbr-2071	176	17	-	-	PUNCT
amfbr-2071	176	18	cabarcos	cabarco	NOUN
amfbr-2071	176	19	et	et	PROPN
amfbr-2071	176	20	al	al	PROPN
amfbr-2071	176	21	.	.	PROPN
amfbr-2071	176	22	,	,	PUNCT
amfbr-2071	176	23	2020	2020	NUM
amfbr-2071	176	24	)	)	PUNCT
amfbr-2071	176	25	.	.	PUNCT
amfbr-2071	177	1	these	these	DET
amfbr-2071	177	2	sentiments	sentiment	NOUN
amfbr-2071	177	3	are	be	AUX
amfbr-2071	177	4	highly	highly	ADV
amfbr-2071	177	5	sensitive	sensitive	ADJ
amfbr-2071	177	6	on	on	ADP
amfbr-2071	177	7	account	account	NOUN
amfbr-2071	177	8	of	of	ADP
amfbr-2071	177	9	upgrade	upgrade	NOUN
amfbr-2071	177	10	and	and	CCONJ
amfbr-2071	177	11	downgrade	downgrade	VERB
amfbr-2071	177	12	announcements	announcement	NOUN
amfbr-2071	177	13	,	,	PUNCT
amfbr-2071	177	14	implying	imply	VERB
amfbr-2071	177	15	the	the	DET
amfbr-2071	177	16	analyst	analyst	NOUN
amfbr-2071	177	17	to	to	PART
amfbr-2071	177	18	yield	yield	VERB
amfbr-2071	177	19	the	the	DET
amfbr-2071	177	20	worthwhile	worthwhile	ADJ
amfbr-2071	177	21	trading	trading	NOUN
amfbr-2071	177	22	indications	indication	NOUN
amfbr-2071	177	23	to	to	AUX
amfbr-2071	177	24	uninformed	uninformed	ADJ
amfbr-2071	177	25	traders	trader	NOUN
amfbr-2071	177	26	in	in	ADP
amfbr-2071	177	27	the	the	DET
amfbr-2071	177	28	market	market	NOUN
amfbr-2071	177	29	(	(	PUNCT
amfbr-2071	177	30	kim	kim	PROPN
amfbr-2071	177	31	et	et	PROPN
amfbr-2071	177	32	al	al	PROPN
amfbr-2071	177	33	.	.	PROPN
amfbr-2071	177	34	,	,	PUNCT
amfbr-2071	177	35	2019	2019	NUM
amfbr-2071	177	36	)	)	PUNCT
amfbr-2071	177	37	.	.	PUNCT
amfbr-2071	178	1	these	these	DET
amfbr-2071	178	2	sentiments	sentiment	NOUN
amfbr-2071	178	3	are	be	AUX
amfbr-2071	178	4	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr75-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr75-21582440221097394	NOUN
amfbr-2071	178	5	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr101-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr101-21582440221097394	PROPN
amfbr-2071	178	6	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr126-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr126-21582440221097394	PROPN
amfbr-2071	178	7	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr130-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr130-21582440221097394	NOUN
amfbr-2071	178	8	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr33-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr33-21582440221097394	X
amfbr-2071	178	9	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr33-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr33-21582440221097394	X
amfbr-2071	178	10	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr87-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr87-21582440221097394	NOUN
amfbr-2071	178	11	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr87-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr87-21582440221097394	NOUN
amfbr-2071	178	12	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr90-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr90-21582440221097394	X
amfbr-2071	178	13	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr90-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr90-21582440221097394	X
amfbr-2071	178	14	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr80-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr80-21582440221097394	NOUN
amfbr-2071	178	15	agwu	agwu	NOUN
amfbr-2071	178	16	,	,	PUNCT
amfbr-2071	178	17	american	american	PROPN
amfbr-2071	178	18	finance	finance	PROPN
amfbr-2071	178	19	&	&	CCONJ
amfbr-2071	178	20	banking	banking	PROPN
amfbr-2071	178	21	review	review	NOUN
amfbr-2071	178	22	8(1	8(1	NOUN
amfbr-2071	178	23	)	)	PUNCT
amfbr-2071	178	24	(	(	PUNCT
amfbr-2071	178	25	2023	2023	NUM
amfbr-2071	178	26	)	)	PUNCT
amfbr-2071	178	27	,	,	PUNCT
amfbr-2071	178	28	1	1	NUM
amfbr-2071	178	29	-	-	SYM
amfbr-2071	178	30	13	13	NUM
amfbr-2071	178	31	6	6	NUM
amfbr-2071	178	32	pessimistic	pessimistic	ADJ
amfbr-2071	178	33	due	due	ADP
amfbr-2071	178	34	to	to	ADP
amfbr-2071	178	35	the	the	DET
amfbr-2071	178	36	release	release	NOUN
amfbr-2071	178	37	of	of	ADP
amfbr-2071	178	38	bad	bad	ADJ
amfbr-2071	178	39	news	news	NOUN
amfbr-2071	178	40	,	,	PUNCT
amfbr-2071	178	41	significantly	significantly	ADV
amfbr-2071	178	42	affecting	affect	VERB
amfbr-2071	178	43	the	the	DET
amfbr-2071	178	44	stock	stock	NOUN
amfbr-2071	178	45	returns	return	NOUN
amfbr-2071	178	46	’	'	PUNCT
amfbr-2071	178	47	response	response	NOUN
amfbr-2071	178	48	to	to	PART
amfbr-2071	178	49	downgrade	downgrade	VERB
amfbr-2071	178	50	announcements	announcement	NOUN
amfbr-2071	178	51	.	.	PUNCT
amfbr-2071	179	1	thus	thus	ADV
amfbr-2071	179	2	,	,	PUNCT
amfbr-2071	179	3	investor	investor	NOUN
amfbr-2071	179	4	’s	’s	PART
amfbr-2071	179	5	sentiment	sentiment	NOUN
amfbr-2071	179	6	is	be	AUX
amfbr-2071	179	7	one	one	NUM
amfbr-2071	179	8	possible	possible	ADJ
amfbr-2071	179	9	cause	cause	NOUN
amfbr-2071	179	10	of	of	ADP
amfbr-2071	179	11	stock	stock	NOUN
amfbr-2071	179	12	market	market	NOUN
amfbr-2071	179	13	reactions	reaction	NOUN
amfbr-2071	179	14	to	to	PART
amfbr-2071	179	15	change	change	VERB
amfbr-2071	179	16	the	the	DET
amfbr-2071	179	17	analyst	analyst	NOUN
amfbr-2071	179	18	recommendations	recommendation	NOUN
amfbr-2071	179	19	.	.	PUNCT
amfbr-2071	180	1	risk	risk	NOUN
amfbr-2071	180	2	aversion	aversion	NOUN
amfbr-2071	180	3	theory	theory	NOUN
amfbr-2071	180	4	is	be	AUX
amfbr-2071	180	5	based	base	VERB
amfbr-2071	180	6	on	on	ADP
amfbr-2071	180	7	the	the	DET
amfbr-2071	180	8	phenomenon	phenomenon	NOUN
amfbr-2071	180	9	of	of	ADP
amfbr-2071	180	10	risk	risk	NOUN
amfbr-2071	180	11	avoidance	avoidance	NOUN
amfbr-2071	180	12	by	by	ADP
amfbr-2071	180	13	the	the	DET
amfbr-2071	180	14	investor	investor	NOUN
amfbr-2071	180	15	(	(	PUNCT
amfbr-2071	180	16	bailey	bailey	PROPN
amfbr-2071	180	17	&	&	CCONJ
amfbr-2071	180	18	ball	ball	PROPN
amfbr-2071	180	19	,	,	PUNCT
amfbr-2071	180	20	2006	2006	NUM
amfbr-2071	180	21	)	)	PUNCT
amfbr-2071	180	22	.	.	PUNCT
amfbr-2071	181	1	financial	financial	ADJ
amfbr-2071	181	2	decisions	decision	NOUN
amfbr-2071	181	3	related	relate	VERB
amfbr-2071	181	4	to	to	ADP
amfbr-2071	181	5	investment	investment	NOUN
amfbr-2071	181	6	in	in	ADP
amfbr-2071	181	7	stocks	stock	NOUN
amfbr-2071	181	8	have	have	VERB
amfbr-2071	181	9	a	a	DET
amfbr-2071	181	10	great	great	ADJ
amfbr-2071	181	11	concern	concern	NOUN
amfbr-2071	181	12	with	with	ADP
amfbr-2071	181	13	a	a	DET
amfbr-2071	181	14	high	high	ADJ
amfbr-2071	181	15	level	level	NOUN
amfbr-2071	181	16	of	of	ADP
amfbr-2071	181	17	risk	risk	NOUN
amfbr-2071	181	18	of	of	ADP
amfbr-2071	181	19	losses	loss	NOUN
amfbr-2071	181	20	(	(	PUNCT
amfbr-2071	181	21	aydin	aydin	NOUN
amfbr-2071	181	22	et	et	PROPN
amfbr-2071	181	23	al	al	PROPN
amfbr-2071	181	24	.	.	PROPN
amfbr-2071	181	25	,	,	PUNCT
amfbr-2071	181	26	2005	2005	NUM
amfbr-2071	181	27	)	)	PUNCT
amfbr-2071	181	28	.	.	PUNCT
amfbr-2071	182	1	these	these	DET
amfbr-2071	182	2	financial	financial	ADJ
amfbr-2071	182	3	decisions	decision	NOUN
amfbr-2071	182	4	are	be	AUX
amfbr-2071	182	5	correlated	correlate	VERB
amfbr-2071	182	6	with	with	ADP
amfbr-2071	182	7	the	the	DET
amfbr-2071	182	8	risk	risk	NOUN
amfbr-2071	182	9	factor	factor	NOUN
amfbr-2071	182	10	,	,	PUNCT
amfbr-2071	182	11	especially	especially	ADV
amfbr-2071	182	12	in	in	ADP
amfbr-2071	182	13	the	the	DET
amfbr-2071	182	14	purchase	purchase	NOUN
amfbr-2071	182	15	or	or	CCONJ
amfbr-2071	182	16	sale	sale	NOUN
amfbr-2071	182	17	of	of	ADP
amfbr-2071	182	18	investment	investment	NOUN
amfbr-2071	182	19	(	(	PUNCT
amfbr-2071	182	20	noussair	noussair	PROPN
amfbr-2071	182	21	et	et	PROPN
amfbr-2071	182	22	al	al	PROPN
amfbr-2071	182	23	.	.	PROPN
amfbr-2071	182	24	,	,	PUNCT
amfbr-2071	182	25	2014	2014	NUM
amfbr-2071	182	26	)	)	PUNCT
amfbr-2071	182	27	.	.	PUNCT
amfbr-2071	183	1	it	it	PRON
amfbr-2071	183	2	contributes	contribute	VERB
amfbr-2071	183	3	to	to	ADP
amfbr-2071	183	4	the	the	DET
amfbr-2071	183	5	perceived	perceive	VERB
amfbr-2071	183	6	risk	risk	NOUN
amfbr-2071	183	7	of	of	ADP
amfbr-2071	183	8	an	an	DET
amfbr-2071	183	9	investment	investment	NOUN
amfbr-2071	183	10	.	.	PUNCT
amfbr-2071	184	1	perceived	perceive	VERB
amfbr-2071	184	2	risk	risk	NOUN
amfbr-2071	184	3	is	be	AUX
amfbr-2071	184	4	referred	refer	VERB
amfbr-2071	184	5	to	to	ADP
amfbr-2071	184	6	as	as	ADP
amfbr-2071	184	7	the	the	DET
amfbr-2071	184	8	uncertainty	uncertainty	NOUN
amfbr-2071	184	9	and	and	CCONJ
amfbr-2071	184	10	consequences	consequence	NOUN
amfbr-2071	184	11	related	relate	VERB
amfbr-2071	184	12	to	to	ADP
amfbr-2071	184	13	a	a	DET
amfbr-2071	184	14	particular	particular	ADJ
amfbr-2071	184	15	investment	investment	NOUN
amfbr-2071	184	16	(	(	PUNCT
amfbr-2071	184	17	schiffman	schiffman	NOUN
amfbr-2071	184	18	et	et	PROPN
amfbr-2071	184	19	al	al	PROPN
amfbr-2071	184	20	.	.	PROPN
amfbr-2071	184	21	,	,	PUNCT
amfbr-2071	184	22	2011	2011	NUM
amfbr-2071	184	23	)	)	PUNCT
amfbr-2071	184	24	.	.	PUNCT
amfbr-2071	185	1	awais	awais	PROPN
amfbr-2071	185	2	et	et	PROPN
amfbr-2071	185	3	al	al	PROPN
amfbr-2071	185	4	.	.	PROPN
amfbr-2071	186	1	(	(	PUNCT
amfbr-2071	186	2	2016	2016	NUM
amfbr-2071	186	3	)	)	PUNCT
amfbr-2071	186	4	defined	define	VERB
amfbr-2071	186	5	that	that	SCONJ
amfbr-2071	186	6	perception	perception	NOUN
amfbr-2071	186	7	of	of	ADP
amfbr-2071	186	8	risk	risk	NOUN
amfbr-2071	186	9	and	and	CCONJ
amfbr-2071	186	10	investments	investment	NOUN
amfbr-2071	186	11	are	be	AUX
amfbr-2071	186	12	negatively	negatively	ADV
amfbr-2071	186	13	related	relate	VERB
amfbr-2071	186	14	to	to	ADP
amfbr-2071	186	15	each	each	DET
amfbr-2071	186	16	other	other	ADJ
amfbr-2071	186	17	.	.	PUNCT
amfbr-2071	187	1	materials	material	NOUN
amfbr-2071	187	2	and	and	CCONJ
amfbr-2071	187	3	methods	method	NOUN
amfbr-2071	187	4	this	this	DET
amfbr-2071	187	5	study	study	NOUN
amfbr-2071	187	6	employed	employ	VERB
amfbr-2071	187	7	various	various	ADJ
amfbr-2071	187	8	econometric	econometric	ADJ
amfbr-2071	187	9	tools	tool	NOUN
amfbr-2071	187	10	such	such	ADJ
amfbr-2071	187	11	as	as	ADP
amfbr-2071	187	12	descriptive	descriptive	ADJ
amfbr-2071	187	13	statistics	statistic	NOUN
amfbr-2071	187	14	,	,	PUNCT
amfbr-2071	187	15	unit	unit	NOUN
amfbr-2071	187	16	root	root	NOUN
amfbr-2071	187	17	tests	test	NOUN
amfbr-2071	187	18	(	(	PUNCT
amfbr-2071	187	19	augmented	augment	VERB
amfbr-2071	187	20	dickey	dickey	PROPN
amfbr-2071	187	21	fuller	full	ADJ
amfbr-2071	187	22	(	(	PUNCT
amfbr-2071	187	23	adf	adf	NOUN
amfbr-2071	187	24	)	)	PUNCT
amfbr-2071	187	25	and	and	CCONJ
amfbr-2071	187	26	philip	philip	PROPN
amfbr-2071	187	27	-	-	PUNCT
amfbr-2071	187	28	perron	perron	PROPN
amfbr-2071	187	29	(	(	PUNCT
amfbr-2071	187	30	p	p	NOUN
amfbr-2071	187	31	-	-	PUNCT
amfbr-2071	187	32	p	p	NOUN
amfbr-2071	187	33	)	)	PUNCT
amfbr-2071	187	34	)	)	PUNCT
amfbr-2071	187	35	,	,	PUNCT
amfbr-2071	187	36	autocorrelation	autocorrelation	NOUN
amfbr-2071	187	37	test	test	NOUN
amfbr-2071	187	38	,	,	PUNCT
amfbr-2071	187	39	pairwise	pairwise	PROPN
amfbr-2071	187	40	granger	granger	PROPN
amfbr-2071	187	41	causality	causality	PROPN
amfbr-2071	187	42	test	test	NOUN
amfbr-2071	187	43	,	,	PUNCT
amfbr-2071	187	44	normality	normality	NOUN
amfbr-2071	187	45	/	/	SYM
amfbr-2071	187	46	random	random	ADJ
amfbr-2071	187	47	walk	walk	NOUN
amfbr-2071	187	48	test	test	NOUN
amfbr-2071	187	49	,	,	PUNCT
amfbr-2071	187	50	and	and	CCONJ
amfbr-2071	187	51	variance	variance	NOUN
amfbr-2071	187	52	ratio	ratio	NOUN
amfbr-2071	187	53	test	test	NOUN
amfbr-2071	187	54	(	(	PUNCT
amfbr-2071	187	55	vrt	vrt	PROPN
amfbr-2071	187	56	)	)	PUNCT
amfbr-2071	187	57	and	and	CCONJ
amfbr-2071	187	58	egarch	egarch	NOUN
amfbr-2071	187	59	models	model	NOUN
amfbr-2071	187	60	.	.	PUNCT
amfbr-2071	188	1	it	it	PRON
amfbr-2071	188	2	employed	employ	VERB
amfbr-2071	188	3	daily	daily	ADJ
amfbr-2071	188	4	historical	historical	ADJ
amfbr-2071	188	5	data	datum	NOUN
amfbr-2071	188	6	from	from	ADP
amfbr-2071	188	7	may	may	PROPN
amfbr-2071	188	8	18	18	NUM
amfbr-2071	188	9	,	,	PUNCT
amfbr-2071	188	10	2015	2015	NUM
amfbr-2071	188	11	to	to	ADP
amfbr-2071	188	12	june	june	PROPN
amfbr-2071	188	13	6th	6th	NOUN
amfbr-2071	188	14	,	,	PUNCT
amfbr-2071	188	15	2022	2022	NUM
amfbr-2071	188	16	,	,	PUNCT
amfbr-2071	188	17	from	from	ADP
amfbr-2071	188	18	prominent	prominent	ADJ
amfbr-2071	188	19	capital	capital	NOUN
amfbr-2071	188	20	markets	market	NOUN
amfbr-2071	188	21	each	each	PRON
amfbr-2071	188	22	from	from	ADP
amfbr-2071	188	23	all	all	DET
amfbr-2071	188	24	the	the	DET
amfbr-2071	188	25	continents	continent	NOUN
amfbr-2071	188	26	around	around	ADP
amfbr-2071	188	27	the	the	DET
amfbr-2071	188	28	world	world	NOUN
amfbr-2071	188	29	;	;	PUNCT
amfbr-2071	188	30	africa	africa	PROPN
amfbr-2071	188	31	:	:	PUNCT
amfbr-2071	189	1	nigeria	nigeria	PROPN
amfbr-2071	189	2	all	all	DET
amfbr-2071	189	3	share	share	NOUN
amfbr-2071	189	4	index	index	NOUN
amfbr-2071	189	5	(	(	PUNCT
amfbr-2071	189	6	asi	asi	NOUN
amfbr-2071	189	7	-	-	NOUN
amfbr-2071	189	8	ng	ng	NOUN
amfbr-2071	189	9	)	)	PUNCT
amfbr-2071	189	10	and	and	CCONJ
amfbr-2071	189	11	south	south	PROPN
amfbr-2071	189	12	africa	africa	PROPN
amfbr-2071	189	13	johannesburg	johannesburg	PROPN
amfbr-2071	189	14	all	all	DET
amfbr-2071	189	15	share	share	NOUN
amfbr-2071	189	16	(	(	PUNCT
amfbr-2071	189	17	jse	jse	PROPN
amfbr-2071	189	18	-	-	PUNCT
amfbr-2071	189	19	sa	sa	PROPN
amfbr-2071	189	20	)	)	PUNCT
amfbr-2071	189	21	;	;	PUNCT
amfbr-2071	189	22	america	america	PROPN
amfbr-2071	189	23	:	:	PUNCT
amfbr-2071	189	24	usa	usa	PROPN
amfbr-2071	189	25	dow	dow	PROPN
amfbr-2071	189	26	jones	jones	PROPN
amfbr-2071	189	27	industrial	industrial	PROPN
amfbr-2071	189	28	average	average	PROPN
amfbr-2071	189	29	(	(	PUNCT
amfbr-2071	189	30	dji	dji	NOUN
amfbr-2071	189	31	-	-	PUNCT
amfbr-2071	189	32	usa	usa	NOUN
amfbr-2071	189	33	)	)	PUNCT
amfbr-2071	189	34	;	;	PUNCT
amfbr-2071	189	35	europe	europe	PROPN
amfbr-2071	189	36	:	:	PUNCT
amfbr-2071	189	37	germany	germany	PROPN
amfbr-2071	189	38	dax	dax	PROPN
amfbr-2071	189	39	(	(	PUNCT
amfbr-2071	189	40	dax	dax	PROPN
amfbr-2071	189	41	-	-	PUNCT
amfbr-2071	189	42	ger	ger	NOUN
amfbr-2071	189	43	)	)	PUNCT
amfbr-2071	189	44	;	;	PUNCT
amfbr-2071	189	45	middle	middle	PROPN
amfbr-2071	189	46	east	east	PROPN
amfbr-2071	189	47	:	:	PUNCT
amfbr-2071	189	48	united	united	PROPN
amfbr-2071	189	49	arab	arab	PROPN
amfbr-2071	189	50	emirate	emirate	PROPN
amfbr-2071	189	51	uae	uae	PROPN
amfbr-2071	189	52	)	)	PUNCT
amfbr-2071	189	53	dfm	dfm	PROPN
amfbr-2071	189	54	general	general	NOUN
amfbr-2071	189	55	(	(	PUNCT
amfbr-2071	189	56	dfm	dfm	PROPN
amfbr-2071	189	57	-	-	PUNCT
amfbr-2071	189	58	uae	uae	PROPN
amfbr-2071	189	59	)	)	PUNCT
amfbr-2071	189	60	;	;	PUNCT
amfbr-2071	189	61	asia	asia	PROPN
amfbr-2071	189	62	/	/	SYM
amfbr-2071	189	63	pacific	pacific	PROPN
amfbr-2071	189	64	:	:	PUNCT
amfbr-2071	189	65	china	china	PROPN
amfbr-2071	189	66	csi	csi	PROPN
amfbr-2071	189	67	1000	1000	NUM
amfbr-2071	189	68	(	(	PUNCT
amfbr-2071	189	69	csi	csi	PROPN
amfbr-2071	189	70	-	-	NOUN
amfbr-2071	189	71	ch	ch	NOUN
amfbr-2071	189	72	)	)	PUNCT
amfbr-2071	189	73	.	.	PUNCT
amfbr-2071	190	1	the	the	DET
amfbr-2071	190	2	price	price	NOUN
amfbr-2071	190	3	data	datum	NOUN
amfbr-2071	190	4	were	be	AUX
amfbr-2071	190	5	converted	convert	VERB
amfbr-2071	190	6	into	into	ADP
amfbr-2071	190	7	compound	compound	NOUN
amfbr-2071	190	8	returns	return	NOUN
amfbr-2071	190	9	by	by	ADP
amfbr-2071	190	10	taking	take	VERB
amfbr-2071	190	11	logarithms	logarithm	NOUN
amfbr-2071	190	12	:	:	PUNCT
amfbr-2071	190	13	𝑅𝑡	𝑅𝑡	PROPN
amfbr-2071	190	14	=	=	PUNCT
amfbr-2071	190	15	ln	ln	X
amfbr-2071	190	16	(	(	PUNCT
amfbr-2071	190	17	𝑝𝑡/𝑝𝑡−1	𝑝𝑡/𝑝𝑡−1	NUM
amfbr-2071	190	18	)	)	PUNCT
amfbr-2071	190	19	where	where	SCONJ
amfbr-2071	190	20	𝑅𝑡	𝑅𝑡	NOUN
amfbr-2071	190	21	,	,	PUNCT
amfbr-2071	190	22	is	be	AUX
amfbr-2071	190	23	the	the	DET
amfbr-2071	190	24	current	current	ADJ
amfbr-2071	190	25	market	market	NOUN
amfbr-2071	190	26	returns	return	NOUN
amfbr-2071	190	27	,	,	PUNCT
amfbr-2071	190	28	𝑝𝑡	𝑝𝑡	NOUN
amfbr-2071	190	29	is	be	AUX
amfbr-2071	190	30	the	the	DET
amfbr-2071	190	31	current	current	ADJ
amfbr-2071	190	32	market	market	NOUN
amfbr-2071	190	33	index	index	NOUN
amfbr-2071	190	34	price	price	NOUN
amfbr-2071	190	35	,	,	PUNCT
amfbr-2071	190	36	𝑝𝑡−1	𝑝𝑡−1	PROPN
amfbr-2071	190	37	is	be	AUX
amfbr-2071	190	38	the	the	DET
amfbr-2071	190	39	previous	previous	ADJ
amfbr-2071	190	40	market	market	NOUN
amfbr-2071	190	41	index	index	NOUN
amfbr-2071	190	42	price	price	NOUN
amfbr-2071	190	43	.	.	PUNCT
amfbr-2071	191	1	according	accord	VERB
amfbr-2071	191	2	to	to	ADP
amfbr-2071	191	3	brooks	brooks	PROPN
amfbr-2071	191	4	(	(	PUNCT
amfbr-2071	191	5	2008	2008	NUM
amfbr-2071	191	6	)	)	PUNCT
amfbr-2071	191	7	,	,	PUNCT
amfbr-2071	191	8	for	for	ADP
amfbr-2071	191	9	egarch	egarch	NOUN
amfbr-2071	191	10	,	,	PUNCT
amfbr-2071	191	11	model	model	NOUN
amfbr-2071	191	12	,	,	PUNCT
amfbr-2071	191	13	the	the	DET
amfbr-2071	191	14	conditional	conditional	ADJ
amfbr-2071	191	15	covariance	covariance	NOUN
amfbr-2071	191	16	is	be	AUX
amfbr-2071	191	17	given	give	VERB
amfbr-2071	191	18	by	by	ADP
amfbr-2071	191	19	:	:	PUNCT
amfbr-2071	191	20	ln	ln	INTJ
amfbr-2071	191	21	(	(	PUNCT
amfbr-2071	191	22	𝜎𝑡	𝜎𝑡	ADV
amfbr-2071	191	23	2	2	NUM
amfbr-2071	191	24	)	)	PUNCT
amfbr-2071	191	25	=	=	SYM
amfbr-2071	191	26	ω	ω	PROPN
amfbr-2071	191	27	+	+	CCONJ
amfbr-2071	191	28	βln	βln	ADJ
amfbr-2071	191	29	(	(	PUNCT
amfbr-2071	191	30	𝜎𝑡−1	𝜎𝑡−1	PROPN
amfbr-2071	191	31	2	2	NUM
amfbr-2071	191	32	)	)	PUNCT
amfbr-2071	191	33	+	+	CCONJ
amfbr-2071	191	34	γ	γ	PROPN
amfbr-2071	191	35	𝜇𝑡−1	𝜇𝑡−1	VERB
amfbr-2071	191	36	√𝜎𝑡−1	√𝜎𝑡−1	ADP
amfbr-2071	191	37	2	2	NUM
amfbr-2071	191	38	+	+	NOUN
amfbr-2071	191	39	α	α	PRON
amfbr-2071	191	40	(	(	PUNCT
amfbr-2071	191	41	|𝜇𝑡−1|	|𝜇𝑡−1|	PROPN
amfbr-2071	191	42	√𝜎𝑡−1	√𝜎𝑡−1	VERB
amfbr-2071	191	43	2	2	NUM
amfbr-2071	191	44	−	−	NOUN
amfbr-2071	191	45	√	√	NUM
amfbr-2071	191	46	2	2	NUM
amfbr-2071	191	47	𝜋	𝜋	NOUN
amfbr-2071	191	48	)	)	PUNCT
amfbr-2071	191	49	where	where	SCONJ
amfbr-2071	191	50	,	,	PUNCT
amfbr-2071	191	51	𝜔	𝜔	VERB
amfbr-2071	191	52	,	,	PUNCT
amfbr-2071	191	53	β	β	X
amfbr-2071	191	54	,	,	PUNCT
amfbr-2071	191	55	α	α	PROPN
amfbr-2071	191	56	,	,	PUNCT
amfbr-2071	191	57	γ	γ	NOUN
amfbr-2071	191	58	are	be	AUX
amfbr-2071	191	59	constant	constant	ADJ
amfbr-2071	191	60	parameters	parameter	NOUN
amfbr-2071	191	61	,	,	PUNCT
amfbr-2071	191	62	log	log	NOUN
amfbr-2071	191	63	(	(	PUNCT
amfbr-2071	191	64	𝜎𝑡	𝜎𝑡	NOUN
amfbr-2071	191	65	2	2	NUM
amfbr-2071	191	66	)	)	PUNCT
amfbr-2071	191	67	=	=	NOUN
amfbr-2071	191	68	the	the	DET
amfbr-2071	191	69	one	one	NUM
amfbr-2071	191	70	period	period	NOUN
amfbr-2071	191	71	ahead	ahead	ADV
amfbr-2071	191	72	volatility	volatility	NOUN
amfbr-2071	191	73	forecast	forecast	NOUN
amfbr-2071	191	74	,	,	PUNCT
amfbr-2071	191	75	𝜔	𝜔	PART
amfbr-2071	191	76	=	=	PUNCT
amfbr-2071	191	77	the	the	DET
amfbr-2071	191	78	mean	mean	ADJ
amfbr-2071	191	79	level	level	NOUN
amfbr-2071	191	80	,	,	PUNCT
amfbr-2071	191	81	β	β	NOUN
amfbr-2071	191	82	=	=	SYM
amfbr-2071	191	83	persistence	persistence	NOUN
amfbr-2071	191	84	parameter	parameter	NOUN
amfbr-2071	191	85	,	,	PUNCT
amfbr-2071	191	86	α	α	NOUN
amfbr-2071	192	1	=	=	NOUN
amfbr-2071	193	1	volatility	volatility	NOUN
amfbr-2071	193	2	clustering	cluster	VERB
amfbr-2071	193	3	coefficient	coefficient	NOUN
amfbr-2071	193	4	,	,	PUNCT
amfbr-2071	193	5	log	log	PROPN
amfbr-2071	193	6	(	(	PUNCT
amfbr-2071	193	7	𝜎𝑡−1	𝜎𝑡−1	PROPN
amfbr-2071	193	8	2	2	NUM
amfbr-2071	193	9	)	)	PUNCT
amfbr-2071	193	10	=	=	NOUN
amfbr-2071	193	11	the	the	DET
amfbr-2071	193	12	past	past	ADJ
amfbr-2071	193	13	variance	variance	NOUN
amfbr-2071	193	14	,	,	PUNCT
amfbr-2071	193	15	γ	γ	X
amfbr-2071	193	16	=	=	PUNCT
amfbr-2071	193	17	the	the	DET
amfbr-2071	193	18	leverage	leverage	NOUN
amfbr-2071	193	19	effect	effect	NOUN
amfbr-2071	193	20	.	.	PUNCT
amfbr-2071	194	1	the	the	DET
amfbr-2071	194	2	above	above	ADJ
amfbr-2071	194	3	model	model	NOUN
amfbr-2071	194	4	ensures	ensure	VERB
amfbr-2071	194	5	that	that	SCONJ
amfbr-2071	194	6	even	even	ADV
amfbr-2071	194	7	when	when	SCONJ
amfbr-2071	194	8	the	the	DET
amfbr-2071	194	9	parameters	parameter	NOUN
amfbr-2071	194	10	are	be	AUX
amfbr-2071	194	11	negative	negative	ADJ
amfbr-2071	194	12	,	,	PUNCT
amfbr-2071	194	13	𝜎𝑡	𝜎𝑡	ADV
amfbr-2071	194	14	2	2	NUM
amfbr-2071	194	15	will	will	AUX
amfbr-2071	194	16	be	be	AUX
amfbr-2071	194	17	positive	positive	ADJ
amfbr-2071	194	18	and	and	CCONJ
amfbr-2071	194	19	the	the	DET
amfbr-2071	194	20	asymmetry	asymmetry	NOUN
amfbr-2071	194	21	or	or	CCONJ
amfbr-2071	194	22	the	the	DET
amfbr-2071	194	23	leverage	leverage	NOUN
amfbr-2071	194	24	effect	effect	NOUN
amfbr-2071	194	25	measure	measure	NOUN
amfbr-2071	194	26	,	,	PUNCT
amfbr-2071	194	27	γ	γ	X
amfbr-2071	194	28	,	,	PUNCT
amfbr-2071	194	29	will	will	AUX
amfbr-2071	194	30	be	be	AUX
amfbr-2071	194	31	negative	negative	ADJ
amfbr-2071	194	32	even	even	ADV
amfbr-2071	194	33	when	when	SCONJ
amfbr-2071	194	34	the	the	DET
amfbr-2071	194	35	relationship	relationship	NOUN
amfbr-2071	194	36	between	between	ADP
amfbr-2071	194	37	volatility	volatility	NOUN
amfbr-2071	194	38	and	and	CCONJ
amfbr-2071	194	39	log	log	NOUN
amfbr-2071	194	40	returns	return	NOUN
amfbr-2071	194	41	is	be	AUX
amfbr-2071	194	42	negative	negative	ADJ
amfbr-2071	194	43	.	.	PUNCT
amfbr-2071	195	1	the	the	DET
amfbr-2071	195	2	egarch	egarch	NOUN
amfbr-2071	195	3	is	be	AUX
amfbr-2071	195	4	symmetric	symmetric	ADJ
amfbr-2071	195	5	when	when	SCONJ
amfbr-2071	195	6	=	=	PROPN
amfbr-2071	195	7	0	0	NUM
amfbr-2071	195	8	,	,	PUNCT
amfbr-2071	195	9	when	when	SCONJ
amfbr-2071	195	10	γ	γ	X
amfbr-2071	195	11	<	<	X
amfbr-2071	195	12	0	0	PROPN
amfbr-2071	195	13	then	then	ADV
amfbr-2071	195	14	positive	positive	ADJ
amfbr-2071	195	15	shocks	shock	NOUN
amfbr-2071	195	16	(	(	PUNCT
amfbr-2071	195	17	good	good	ADJ
amfbr-2071	195	18	news	news	NOUN
amfbr-2071	195	19	)	)	PUNCT
amfbr-2071	195	20	generate	generate	VERB
amfbr-2071	195	21	less	less	ADJ
amfbr-2071	195	22	volatility	volatility	NOUN
amfbr-2071	195	23	than	than	ADP
amfbr-2071	195	24	bad	bad	ADJ
amfbr-2071	195	25	news	news	NOUN
amfbr-2071	195	26	(	(	PUNCT
amfbr-2071	195	27	negative	negative	ADJ
amfbr-2071	195	28	shocks	shock	NOUN
amfbr-2071	195	29	)	)	PUNCT
amfbr-2071	195	30	;	;	PUNCT
amfbr-2071	195	31	in	in	ADP
amfbr-2071	195	32	other	other	ADJ
amfbr-2071	195	33	way	way	NOUN
amfbr-2071	195	34	round	round	ADV
amfbr-2071	195	35	,	,	PUNCT
amfbr-2071	195	36	bad	bad	ADJ
amfbr-2071	195	37	news	news	NOUN
amfbr-2071	195	38	or	or	CCONJ
amfbr-2071	195	39	negative	negative	ADJ
amfbr-2071	195	40	shocks	shock	NOUN
amfbr-2071	195	41	magnify	magnify	VERB
amfbr-2071	195	42	more	more	ADJ
amfbr-2071	195	43	volatility	volatility	NOUN
amfbr-2071	195	44	than	than	ADP
amfbr-2071	195	45	good	good	ADJ
amfbr-2071	195	46	news	news	NOUN
amfbr-2071	195	47	or	or	CCONJ
amfbr-2071	195	48	positive	positive	ADJ
amfbr-2071	195	49	shock	shock	NOUN
amfbr-2071	195	50	of	of	ADP
amfbr-2071	195	51	the	the	DET
amfbr-2071	195	52	same	same	ADJ
amfbr-2071	195	53	magnitude	magnitude	NOUN
amfbr-2071	195	54	.	.	PUNCT
amfbr-2071	196	1	when	when	SCONJ
amfbr-2071	196	2	γ	γ	X
amfbr-2071	196	3	>	>	X
amfbr-2071	196	4	0	0	PROPN
amfbr-2071	196	5	,	,	PUNCT
amfbr-2071	196	6	it	it	PRON
amfbr-2071	196	7	implies	imply	VERB
amfbr-2071	196	8	that	that	SCONJ
amfbr-2071	196	9	positive	positive	ADJ
amfbr-2071	196	10	innovations	innovation	NOUN
amfbr-2071	196	11	or	or	CCONJ
amfbr-2071	196	12	shocks	shock	NOUN
amfbr-2071	196	13	are	be	AUX
amfbr-2071	196	14	more	more	ADV
amfbr-2071	196	15	destabilizing	destabilizing	ADJ
amfbr-2071	196	16	than	than	ADP
amfbr-2071	196	17	negative	negative	ADJ
amfbr-2071	196	18	innovations	innovation	NOUN
amfbr-2071	196	19	or	or	CCONJ
amfbr-2071	196	20	shocks	shock	NOUN
amfbr-2071	196	21	(	(	PUNCT
amfbr-2071	196	22	black	black	ADJ
amfbr-2071	196	23	,	,	PUNCT
amfbr-2071	196	24	1976	1976	NUM
amfbr-2071	196	25	;	;	PUNCT
amfbr-2071	196	26	christie	christie	NOUN
amfbr-2071	196	27	,	,	PUNCT
amfbr-2071	196	28	1982	1982	NUM
amfbr-2071	196	29	)	)	PUNCT
amfbr-2071	196	30	.	.	PUNCT
amfbr-2071	197	1	in	in	ADP
amfbr-2071	197	2	other	other	ADJ
amfbr-2071	197	3	words	word	NOUN
amfbr-2071	197	4	,	,	PUNCT
amfbr-2071	197	5	negative	negative	ADJ
amfbr-2071	197	6	value	value	NOUN
amfbr-2071	197	7	of	of	ADP
amfbr-2071	197	8	𝛾	𝛾	PROPN
amfbr-2071	197	9	is	be	AUX
amfbr-2071	197	10	called	call	VERB
amfbr-2071	197	11	the	the	DET
amfbr-2071	197	12	‘	'	PUNCT
amfbr-2071	197	13	sign	sign	ADJ
amfbr-2071	197	14	effect	effect	NOUN
amfbr-2071	197	15	’	'	PUNCT
amfbr-2071	197	16	.	.	PUNCT
amfbr-2071	198	1	the	the	DET
amfbr-2071	198	2	choice	choice	NOUN
amfbr-2071	198	3	of	of	ADP
amfbr-2071	198	4	egarch	egarch	NOUN
amfbr-2071	198	5	framework	framework	NOUN
amfbr-2071	198	6	is	be	AUX
amfbr-2071	198	7	to	to	PART
amfbr-2071	198	8	accommodate	accommodate	VERB
amfbr-2071	198	9	examination	examination	NOUN
amfbr-2071	198	10	of	of	ADP
amfbr-2071	198	11	conditional	conditional	ADJ
amfbr-2071	198	12	variance	variance	NOUN
amfbr-2071	198	13	(	(	PUNCT
amfbr-2071	198	14	volatility	volatility	NOUN
amfbr-2071	198	15	)	)	PUNCT
amfbr-2071	198	16	,	,	PUNCT
amfbr-2071	198	17	asymmetric	asymmetric	ADJ
amfbr-2071	198	18	effect	effect	NOUN
amfbr-2071	198	19	and	and	CCONJ
amfbr-2071	198	20	volatility	volatility	NOUN
amfbr-2071	198	21	persistence	persistence	NOUN
amfbr-2071	198	22	.	.	PUNCT
amfbr-2071	199	1	the	the	DET
amfbr-2071	199	2	∝	∝	PROPN
amfbr-2071	199	3	parameter	parameter	NOUN
amfbr-2071	199	4	represents	represent	VERB
amfbr-2071	199	5	the	the	DET
amfbr-2071	199	6	symmetric	symmetric	ADJ
amfbr-2071	199	7	effect	effect	NOUN
amfbr-2071	199	8	of	of	ADP
amfbr-2071	199	9	the	the	DET
amfbr-2071	199	10	model	model	NOUN
amfbr-2071	199	11	,	,	PUNCT
amfbr-2071	199	12	if	if	SCONJ
amfbr-2071	199	13	∝	∝	PRON
amfbr-2071	199	14	is	be	AUX
amfbr-2071	199	15	positive	positive	ADJ
amfbr-2071	199	16	,	,	PUNCT
amfbr-2071	199	17	then	then	ADV
amfbr-2071	199	18	the	the	DET
amfbr-2071	199	19	conditional	conditional	ADJ
amfbr-2071	199	20	volatility	volatility	NOUN
amfbr-2071	199	21	tends	tend	VERB
amfbr-2071	199	22	to	to	PART
amfbr-2071	199	23	rise	rise	VERB
amfbr-2071	199	24	(	(	PUNCT
amfbr-2071	199	25	fall	fall	NOUN
amfbr-2071	199	26	)	)	PUNCT
amfbr-2071	199	27	when	when	SCONJ
amfbr-2071	199	28	the	the	DET
amfbr-2071	199	29	absolute	absolute	ADJ
amfbr-2071	199	30	value	value	NOUN
amfbr-2071	199	31	of	of	ADP
amfbr-2071	199	32	the	the	DET
amfbr-2071	199	33	standardized	standardized	ADJ
amfbr-2071	199	34	residuals	residual	NOUN
amfbr-2071	199	35	is	be	AUX
amfbr-2071	199	36	larger	large	ADJ
amfbr-2071	199	37	(	(	PUNCT
amfbr-2071	199	38	smaller	small	ADJ
amfbr-2071	199	39	)	)	PUNCT
amfbr-2071	199	40	,	,	PUNCT
amfbr-2071	199	41	hence	hence	ADV
amfbr-2071	199	42	magnitude	magnitude	NOUN
amfbr-2071	199	43	effect	effect	NOUN
amfbr-2071	199	44	’	'	PUNCT
amfbr-2071	199	45	.	.	PUNCT
amfbr-2071	200	1	the	the	DET
amfbr-2071	200	2	garch	garch	NOUN
amfbr-2071	200	3	effect	effect	NOUN
amfbr-2071	200	4	β	β	NOUN
amfbr-2071	200	5	measures	measure	VERB
amfbr-2071	200	6	the	the	DET
amfbr-2071	200	7	persistence	persistence	NOUN
amfbr-2071	200	8	in	in	ADP
amfbr-2071	200	9	conditional	conditional	ADJ
amfbr-2071	200	10	volatility	volatility	NOUN
amfbr-2071	200	11	.	.	PUNCT
amfbr-2071	201	1	when	when	SCONJ
amfbr-2071	201	2	β	β	X
amfbr-2071	201	3	is	be	AUX
amfbr-2071	201	4	relatively	relatively	ADV
amfbr-2071	201	5	large	large	ADJ
amfbr-2071	201	6	,	,	PUNCT
amfbr-2071	201	7	then	then	ADV
amfbr-2071	201	8	volatility	volatility	NOUN
amfbr-2071	201	9	takes	take	VERB
amfbr-2071	201	10	a	a	DET
amfbr-2071	201	11	long	long	ADJ
amfbr-2071	201	12	time	time	NOUN
amfbr-2071	201	13	to	to	PART
amfbr-2071	201	14	fizzle	fizzle	VERB
amfbr-2071	201	15	out	out	ADP
amfbr-2071	201	16	or	or	CCONJ
amfbr-2071	201	17	decay	decay	VERB
amfbr-2071	201	18	or	or	CCONJ
amfbr-2071	201	19	die	die	VERB
amfbr-2071	201	20	out	out	ADP
amfbr-2071	201	21	following	follow	VERB
amfbr-2071	201	22	mayhem	mayhem	NOUN
amfbr-2071	201	23	in	in	ADP
amfbr-2071	201	24	the	the	DET
amfbr-2071	201	25	market	market	NOUN
amfbr-2071	201	26	or	or	CCONJ
amfbr-2071	201	27	economy	economy	NOUN
amfbr-2071	201	28	in	in	ADP
amfbr-2071	201	29	general	general	ADJ
amfbr-2071	201	30	.	.	PUNCT
amfbr-2071	202	1	succinctly	succinctly	ADV
amfbr-2071	202	2	,	,	PUNCT
amfbr-2071	202	3	the	the	DET
amfbr-2071	202	4	egarch	egarch	NOUN
amfbr-2071	202	5	model	model	NOUN
amfbr-2071	202	6	has	have	VERB
amfbr-2071	202	7	a	a	DET
amfbr-2071	202	8	good	good	ADJ
amfbr-2071	202	9	number	number	NOUN
amfbr-2071	202	10	of	of	ADP
amfbr-2071	202	11	advantages	advantage	NOUN
amfbr-2071	202	12	over	over	ADP
amfbr-2071	202	13	the	the	DET
amfbr-2071	202	14	normal	normal	ADJ
amfbr-2071	202	15	garch	garch	NOUN
amfbr-2071	202	16	specification	specification	NOUN
amfbr-2071	202	17	.	.	PUNCT
amfbr-2071	203	1	first	first	ADV
amfbr-2071	203	2	,	,	PUNCT
amfbr-2071	203	3	since	since	SCONJ
amfbr-2071	203	4	the	the	DET
amfbr-2071	203	5	log	log	NOUN
amfbr-2071	203	6	(	(	PUNCT
amfbr-2071	203	7	𝜎𝑡	𝜎𝑡	NOUN
amfbr-2071	203	8	2	2	NUM
amfbr-2071	203	9	)	)	PUNCT
amfbr-2071	203	10	is	be	AUX
amfbr-2071	203	11	modeled	model	VERB
amfbr-2071	203	12	,	,	PUNCT
amfbr-2071	203	13	then	then	ADV
amfbr-2071	203	14	even	even	ADV
amfbr-2071	203	15	the	the	DET
amfbr-2071	203	16	parameters	parameter	NOUN
amfbr-2071	203	17	𝜎𝑡	𝜎𝑡	ADP
amfbr-2071	203	18	2	2	NUM
amfbr-2071	203	19	will	will	AUX
amfbr-2071	203	20	be	be	AUX
amfbr-2071	203	21	positive	positive	ADJ
amfbr-2071	203	22	.	.	PUNCT
amfbr-2071	204	1	there	there	PRON
amfbr-2071	204	2	is	be	VERB
amfbr-2071	204	3	thus	thus	ADV
amfbr-2071	204	4	no	no	DET
amfbr-2071	204	5	need	need	NOUN
amfbr-2071	204	6	to	to	PART
amfbr-2071	204	7	artificially	artificially	ADV
amfbr-2071	204	8	impose	impose	VERB
amfbr-2071	204	9	non	non	ADJ
amfbr-2071	204	10	-	-	ADJ
amfbr-2071	204	11	negativity	negativity	ADJ
amfbr-2071	204	12	constraints	constraint	NOUN
amfbr-2071	204	13	on	on	ADP
amfbr-2071	204	14	the	the	DET
amfbr-2071	204	15	model	model	NOUN
amfbr-2071	204	16	parameters	parameter	NOUN
amfbr-2071	204	17	.	.	PUNCT
amfbr-2071	205	1	second	second	ADJ
amfbr-2071	205	2	,	,	PUNCT
amfbr-2071	205	3	asymmetries	asymmetry	NOUN
amfbr-2071	205	4	are	be	AUX
amfbr-2071	205	5	allowed	allow	VERB
amfbr-2071	205	6	under	under	ADP
amfbr-2071	205	7	the	the	DET
amfbr-2071	205	8	egarch	egarch	NOUN
amfbr-2071	205	9	formulation	formulation	NOUN
amfbr-2071	205	10	,	,	PUNCT
amfbr-2071	205	11	since	since	SCONJ
amfbr-2071	205	12	if	if	SCONJ
amfbr-2071	205	13	the	the	DET
amfbr-2071	205	14	relationship	relationship	NOUN
amfbr-2071	205	15	between	between	ADP
amfbr-2071	205	16	volatility	volatility	NOUN
amfbr-2071	205	17	and	and	CCONJ
amfbr-2071	205	18	returns	return	NOUN
amfbr-2071	205	19	is	be	AUX
amfbr-2071	205	20	negative	negative	ADJ
amfbr-2071	205	21	,	,	PUNCT
amfbr-2071	205	22	γ	γ	X
amfbr-2071	205	23	,	,	PUNCT
amfbr-2071	205	24	will	will	AUX
amfbr-2071	205	25	be	be	AUX
amfbr-2071	205	26	negative	negative	ADJ
amfbr-2071	205	27	(	(	PUNCT
amfbr-2071	205	28	brooks	brooks	PROPN
amfbr-2071	205	29	,	,	PUNCT
amfbr-2071	205	30	2008	2008	NUM
amfbr-2071	205	31	)	)	PUNCT
amfbr-2071	205	32	.	.	PUNCT
amfbr-2071	206	1	results	result	NOUN
amfbr-2071	206	2	and	and	CCONJ
amfbr-2071	206	3	discussions	discussion	NOUN
amfbr-2071	206	4	table	table	NOUN
amfbr-2071	206	5	1	1	NUM
amfbr-2071	206	6	.	.	PUNCT
amfbr-2071	206	7	descriptive	descriptive	ADJ
amfbr-2071	206	8	statistics	statistic	NOUN
amfbr-2071	206	9	for	for	ADP
amfbr-2071	206	10	stock	stock	NOUN
amfbr-2071	206	11	of	of	ADP
amfbr-2071	206	12	selected	select	VERB
amfbr-2071	206	13	countries	country	NOUN
amfbr-2071	206	14	under	under	ADP
amfbr-2071	206	15	study	study	NOUN
amfbr-2071	206	16	.	.	PUNCT
amfbr-2071	207	1	asi_ng	asi_ng	X
amfbr-2071	207	2	jse_sa	jse_sa	PUNCT
amfbr-2071	208	1	dji_usa	dji_usa	INTJ
amfbr-2071	209	1	dax_ger	dax_ger	PROPN
amfbr-2071	209	2	dfm_uae	dfm_uae	PROPN
amfbr-2071	209	3	csi_ch	csi_ch	X
amfbr-2071	209	4	mean	mean	VERB
amfbr-2071	209	5	0.000285	0.000285	NUM
amfbr-2071	210	1	0.000118	0.000118	NUM
amfbr-2071	210	2	0.000348	0.000348	NUM
amfbr-2071	210	3	0.000165	0.000165	NUM
amfbr-2071	210	4	-5.44e-05	-5.44e-05	NOUN
amfbr-2071	210	5	-0.000123	-0.000123	X
amfbr-2071	210	6	median	median	ADJ
amfbr-2071	210	7	-0.000100	-0.000100	NOUN
amfbr-2071	210	8	0.000000	0.000000	NUM
amfbr-2071	210	9	0.000700	0.000700	NUM
amfbr-2071	210	10	0.000600	0.000600	NUM
amfbr-2071	210	11	0.000200	0.000200	NUM
amfbr-2071	210	12	0.000900	0.000900	NUM
amfbr-2071	210	13	maximum	maximum	NOUN
amfbr-2071	210	14	0.062300	0.062300	NUM
amfbr-2071	210	15	0.071900	0.071900	NUM
amfbr-2071	210	16	0.113700	0.113700	NUM
amfbr-2071	210	17	0.109800	0.109800	NUM
amfbr-2071	210	18	0.073200	0.073200	NUM
amfbr-2071	210	19	0.066200	0.066200	NUM
amfbr-2071	210	20	minimum	minimum	ADJ
amfbr-2071	210	21	-0.049100	-0.049100	NOUN
amfbr-2071	210	22	-0.090400	-0.090400	NOUN
amfbr-2071	210	23	-0.129300	-0.129300	NOUN
amfbr-2071	210	24	-0.122400	-0.122400	NOUN
amfbr-2071	211	1	-0.082900	-0.082900	NOUN
amfbr-2071	211	2	-0.087900	-0.087900	ADJ
amfbr-2071	211	3	std	std	PROPN
amfbr-2071	211	4	.	.	PUNCT
amfbr-2071	211	5	dev	dev	PROPN
amfbr-2071	211	6	.	.	PUNCT
amfbr-2071	212	1	0.009662	0.009662	NUM
amfbr-2071	212	2	0.012676	0.012676	NUM
amfbr-2071	212	3	0.011929	0.011929	NUM
amfbr-2071	212	4	0.012986	0.012986	NUM
amfbr-2071	212	5	0.011510	0.011510	NUM
amfbr-2071	212	6	0.018312	0.018312	NUM
amfbr-2071	212	7	skewness	skewness	NOUN
amfbr-2071	212	8	0.373743	0.373743	NUM
amfbr-2071	212	9	-0.515504	-0.515504	PROPN
amfbr-2071	212	10	-0.633512	-0.633512	PROPN
amfbr-2071	212	11	-0.401560	-0.401560	PROPN
amfbr-2071	212	12	-0.513715	-0.513715	PROPN
amfbr-2071	212	13	-0.882702	-0.882702	NOUN
amfbr-2071	212	14	kurtosis	kurtosis	VERB
amfbr-2071	212	15	7.491546	7.491546	NUM
amfbr-2071	212	16	9.277415	9.277415	NUM
amfbr-2071	212	17	24.47933	24.47933	NUM
amfbr-2071	212	18	13.27723	13.27723	NUM
amfbr-2071	212	19	11.70983	11.70983	NUM
amfbr-2071	212	20	6.611110	6.611110	NUM
amfbr-2071	212	21	jarque	jarque	NOUN
amfbr-2071	212	22	-	-	PUNCT
amfbr-2071	212	23	bera	bera	NOUN
amfbr-2071	212	24	1515.216	1515.216	NUM
amfbr-2071	212	25	3107.676	3107.676	NUM
amfbr-2071	212	26	34433.15	34433.15	NUM
amfbr-2071	212	27	7956.694	7956.694	NUM
amfbr-2071	212	28	5672.606	5672.606	NUM
amfbr-2071	212	29	1161.268	1161.268	NUM
amfbr-2071	212	30	probability	probability	NOUN
amfbr-2071	212	31	0.000000	0.000000	NUM
amfbr-2071	212	32	0.000000	0.000000	NUM
amfbr-2071	212	33	0.000000	0.000000	NUM
amfbr-2071	212	34	0.000000	0.000000	NUM
amfbr-2071	212	35	0.000000	0.000000	NUM
amfbr-2071	212	36	0.000000	0.000000	NUM
amfbr-2071	212	37	observations	observation	NOUN
amfbr-2071	212	38	1754	1754	NUM
amfbr-2071	212	39	1843	1843	NUM
amfbr-2071	212	40	1785	1785	NUM
amfbr-2071	212	41	1797	1797	NUM
amfbr-2071	212	42	1770	1770	NUM
amfbr-2071	212	43	1725	1725	NUM
amfbr-2071	212	44	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr23-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr23-21582440221097394	PROPN
amfbr-2071	212	45	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr18-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr18-21582440221097394	PROPN
amfbr-2071	212	46	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr99-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr99-21582440221097394	PROPN
amfbr-2071	212	47	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr122-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr122-21582440221097394	PROPN
amfbr-2071	212	48	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr17-21582440221097394	https://journals.sagepub.com/doi/full/10.1177/21582440221097394#bibr17-21582440221097394	NOUN
amfbr-2071	212	49	agwu	agwu	NOUN
amfbr-2071	212	50	,	,	PUNCT
amfbr-2071	212	51	american	american	PROPN
amfbr-2071	212	52	finance	finance	PROPN
amfbr-2071	212	53	&	&	CCONJ
amfbr-2071	212	54	banking	banking	PROPN
amfbr-2071	212	55	review	review	NOUN
amfbr-2071	212	56	8(1	8(1	NOUN
amfbr-2071	212	57	)	)	PUNCT
amfbr-2071	212	58	(	(	PUNCT
amfbr-2071	212	59	2023	2023	NUM
amfbr-2071	212	60	)	)	PUNCT
amfbr-2071	212	61	,	,	PUNCT
amfbr-2071	212	62	1	1	NUM
amfbr-2071	212	63	-	-	SYM
amfbr-2071	212	64	13	13	NUM
amfbr-2071	212	65	7	7	NUM
amfbr-2071	212	66	table	table	NOUN
amfbr-2071	212	67	1	1	NUM
amfbr-2071	212	68	above	above	ADV
amfbr-2071	212	69	shows	show	VERB
amfbr-2071	212	70	the	the	DET
amfbr-2071	212	71	descriptive	descriptive	ADJ
amfbr-2071	212	72	statistics	statistic	NOUN
amfbr-2071	212	73	explaining	explain	VERB
amfbr-2071	212	74	the	the	DET
amfbr-2071	212	75	distributional	distributional	ADJ
amfbr-2071	212	76	features	feature	NOUN
amfbr-2071	212	77	of	of	ADP
amfbr-2071	212	78	stock	stock	NOUN
amfbr-2071	212	79	returns	return	NOUN
amfbr-2071	212	80	for	for	ADP
amfbr-2071	212	81	the	the	DET
amfbr-2071	212	82	selected	select	VERB
amfbr-2071	212	83	countries	country	NOUN
amfbr-2071	212	84	in	in	ADP
amfbr-2071	212	85	this	this	DET
amfbr-2071	212	86	study	study	NOUN
amfbr-2071	212	87	.	.	PUNCT
amfbr-2071	213	1	the	the	DET
amfbr-2071	213	2	results	result	NOUN
amfbr-2071	213	3	for	for	ADP
amfbr-2071	213	4	respective	respective	ADJ
amfbr-2071	213	5	countries	country	NOUN
amfbr-2071	213	6	suggest	suggest	VERB
amfbr-2071	213	7	a	a	DET
amfbr-2071	213	8	low	low	ADJ
amfbr-2071	213	9	average	average	ADJ
amfbr-2071	213	10	daily	daily	ADJ
amfbr-2071	213	11	stock	stock	NOUN
amfbr-2071	213	12	returns	return	NOUN
amfbr-2071	213	13	series	series	NOUN
amfbr-2071	213	14	.	.	PUNCT
amfbr-2071	214	1	the	the	DET
amfbr-2071	214	2	standard	standard	ADJ
amfbr-2071	214	3	deviations	deviation	NOUN
amfbr-2071	214	4	recorded	record	VERB
amfbr-2071	214	5	are	be	AUX
amfbr-2071	214	6	0.9	0.9	NUM
amfbr-2071	214	7	%	%	NOUN
amfbr-2071	214	8	,	,	PUNCT
amfbr-2071	214	9	1.2	1.2	NUM
amfbr-2071	214	10	%	%	NOUN
amfbr-2071	214	11	,	,	PUNCT
amfbr-2071	214	12	1.1	1.1	NUM
amfbr-2071	214	13	%	%	NOUN
amfbr-2071	214	14	,	,	PUNCT
amfbr-2071	214	15	1.2	1.2	NUM
amfbr-2071	214	16	%	%	NOUN
amfbr-2071	214	17	,	,	PUNCT
amfbr-2071	214	18	1.1	1.1	NUM
amfbr-2071	214	19	%	%	NOUN
amfbr-2071	214	20	and	and	CCONJ
amfbr-2071	214	21	1.8	1.8	NUM
amfbr-2071	214	22	%	%	NOUN
amfbr-2071	214	23	for	for	ADP
amfbr-2071	214	24	nigeria	nigeria	PROPN
amfbr-2071	214	25	,	,	PUNCT
amfbr-2071	214	26	south	south	PROPN
amfbr-2071	214	27	africa	africa	PROPN
amfbr-2071	214	28	,	,	PUNCT
amfbr-2071	214	29	usa	usa	PROPN
amfbr-2071	214	30	,	,	PUNCT
amfbr-2071	214	31	germany	germany	PROPN
amfbr-2071	214	32	,	,	PUNCT
amfbr-2071	214	33	uae	uae	PROPN
amfbr-2071	214	34	,	,	PUNCT
amfbr-2071	214	35	and	and	CCONJ
amfbr-2071	214	36	china	china	PROPN
amfbr-2071	214	37	respectively	respectively	ADV
amfbr-2071	214	38	,	,	PUNCT
amfbr-2071	214	39	which	which	PRON
amfbr-2071	214	40	are	be	AUX
amfbr-2071	214	41	closely	closely	ADV
amfbr-2071	214	42	related	relate	VERB
amfbr-2071	214	43	suggesting	suggest	VERB
amfbr-2071	214	44	relatively	relatively	ADV
amfbr-2071	214	45	high	high	ADJ
amfbr-2071	214	46	volatility	volatility	NOUN
amfbr-2071	214	47	in	in	ADP
amfbr-2071	214	48	each	each	DET
amfbr-2071	214	49	country	country	NOUN
amfbr-2071	214	50	.	.	PUNCT
amfbr-2071	215	1	the	the	DET
amfbr-2071	215	2	difference	difference	NOUN
amfbr-2071	215	3	between	between	ADP
amfbr-2071	215	4	the	the	DET
amfbr-2071	215	5	values	value	NOUN
amfbr-2071	215	6	of	of	ADP
amfbr-2071	215	7	the	the	DET
amfbr-2071	215	8	minimum	minimum	NOUN
amfbr-2071	215	9	and	and	CCONJ
amfbr-2071	215	10	maximum	maximum	NOUN
amfbr-2071	215	11	are	be	AUX
amfbr-2071	215	12	also	also	ADV
amfbr-2071	215	13	relatively	relatively	ADV
amfbr-2071	215	14	high	high	ADJ
amfbr-2071	215	15	in	in	ADP
amfbr-2071	215	16	various	various	ADJ
amfbr-2071	215	17	countries	country	NOUN
amfbr-2071	215	18	,	,	PUNCT
amfbr-2071	215	19	suggesting	suggest	VERB
amfbr-2071	215	20	high	high	ADJ
amfbr-2071	215	21	volatility	volatility	NOUN
amfbr-2071	215	22	in	in	ADP
amfbr-2071	215	23	price	price	NOUN
amfbr-2071	215	24	changes	change	NOUN
amfbr-2071	215	25	in	in	ADP
amfbr-2071	215	26	each	each	DET
amfbr-2071	215	27	country	country	NOUN
amfbr-2071	215	28	.	.	PUNCT
amfbr-2071	216	1	the	the	DET
amfbr-2071	216	2	values	value	NOUN
amfbr-2071	216	3	of	of	ADP
amfbr-2071	216	4	the	the	DET
amfbr-2071	216	5	skewness	skewness	NOUN
amfbr-2071	216	6	and	and	CCONJ
amfbr-2071	216	7	kurtosis	kurtosis	NOUN
amfbr-2071	216	8	are	be	AUX
amfbr-2071	216	9	greater	great	ADJ
amfbr-2071	216	10	than	than	ADP
amfbr-2071	216	11	normal	normal	ADJ
amfbr-2071	216	12	(	(	PUNCT
amfbr-2071	216	13	for	for	ADP
amfbr-2071	216	14	null	null	ADJ
amfbr-2071	216	15	hypothesis	hypothesis	NOUN
amfbr-2071	216	16	,	,	PUNCT
amfbr-2071	216	17	skewness	skewness	NOUN
amfbr-2071	216	18	=	=	SYM
amfbr-2071	216	19	0	0	PUNCT
amfbr-2071	216	20	and	and	CCONJ
amfbr-2071	216	21	kurtosis	kurtosis	VERB
amfbr-2071	216	22	=	=	NOUN
amfbr-2071	216	23	3	3	NUM
amfbr-2071	216	24	)	)	PUNCT
amfbr-2071	216	25	for	for	ADP
amfbr-2071	216	26	respective	respective	ADJ
amfbr-2071	216	27	countries	country	NOUN
amfbr-2071	216	28	.	.	PUNCT
amfbr-2071	217	1	for	for	ADP
amfbr-2071	217	2	kurtosis	kurtosis	NOUN
amfbr-2071	217	3	which	which	PRON
amfbr-2071	217	4	is	be	AUX
amfbr-2071	217	5	greater	great	ADJ
amfbr-2071	217	6	than	than	ADP
amfbr-2071	217	7	3	3	NUM
amfbr-2071	217	8	showing	show	VERB
amfbr-2071	217	9	leptokurtic	leptokurtic	ADJ
amfbr-2071	217	10	distribution	distribution	NOUN
amfbr-2071	217	11	(	(	PUNCT
amfbr-2071	217	12	the	the	DET
amfbr-2071	217	13	tendency	tendency	NOUN
amfbr-2071	217	14	of	of	ADP
amfbr-2071	217	15	financial	financial	ADJ
amfbr-2071	217	16	asset	asset	NOUN
amfbr-2071	217	17	returns	return	NOUN
amfbr-2071	217	18	to	to	PART
amfbr-2071	217	19	have	have	AUX
amfbr-2071	217	20	distribution	distribution	NOUN
amfbr-2071	217	21	that	that	PRON
amfbr-2071	217	22	exhibit	exhibit	VERB
amfbr-2071	217	23	fat	fat	ADJ
amfbr-2071	217	24	tails	tail	NOUN
amfbr-2071	217	25	and	and	CCONJ
amfbr-2071	217	26	excess	excess	ADJ
amfbr-2071	217	27	peakedness	peakedness	NOUN
amfbr-2071	217	28	at	at	ADP
amfbr-2071	217	29	the	the	DET
amfbr-2071	217	30	mean	mean	NOUN
amfbr-2071	217	31	)	)	PUNCT
amfbr-2071	217	32	which	which	PRON
amfbr-2071	217	33	is	be	AUX
amfbr-2071	217	34	because	because	SCONJ
amfbr-2071	217	35	of	of	ADP
amfbr-2071	217	36	volatility	volatility	NOUN
amfbr-2071	217	37	clustering	cluster	VERB
amfbr-2071	217	38	in	in	ADP
amfbr-2071	217	39	the	the	DET
amfbr-2071	217	40	return	return	NOUN
amfbr-2071	217	41	series	series	NOUN
amfbr-2071	217	42	for	for	ADP
amfbr-2071	217	43	the	the	DET
amfbr-2071	217	44	select	select	ADJ
amfbr-2071	217	45	countries	country	NOUN
amfbr-2071	217	46	in	in	ADP
amfbr-2071	217	47	this	this	DET
amfbr-2071	217	48	study	study	NOUN
amfbr-2071	217	49	.	.	PUNCT
amfbr-2071	218	1	positive	positive	ADJ
amfbr-2071	218	2	skewness	skewness	NOUN
amfbr-2071	218	3	recorded	record	VERB
amfbr-2071	218	4	in	in	ADP
amfbr-2071	218	5	all	all	DET
amfbr-2071	218	6	the	the	DET
amfbr-2071	218	7	countries	country	NOUN
amfbr-2071	218	8	indicates	indicate	VERB
amfbr-2071	218	9	that	that	SCONJ
amfbr-2071	218	10	all	all	DET
amfbr-2071	218	11	their	their	PRON
amfbr-2071	218	12	returns	return	NOUN
amfbr-2071	218	13	distribution	distribution	NOUN
amfbr-2071	218	14	is	be	AUX
amfbr-2071	218	15	skewed	skew	VERB
amfbr-2071	218	16	to	to	ADP
amfbr-2071	218	17	the	the	DET
amfbr-2071	218	18	right	right	NOUN
amfbr-2071	218	19	of	of	ADP
amfbr-2071	218	20	their	their	PRON
amfbr-2071	218	21	mean	mean	NOUN
amfbr-2071	218	22	with	with	ADP
amfbr-2071	218	23	long	long	ADJ
amfbr-2071	218	24	right	right	ADJ
amfbr-2071	218	25	tail	tail	NOUN
amfbr-2071	218	26	,	,	PUNCT
amfbr-2071	218	27	suggesting	suggest	VERB
amfbr-2071	218	28	there	there	PRON
amfbr-2071	218	29	are	be	VERB
amfbr-2071	218	30	tendencies	tendency	NOUN
amfbr-2071	218	31	that	that	SCONJ
amfbr-2071	218	32	large	large	ADJ
amfbr-2071	218	33	positive	positive	ADJ
amfbr-2071	218	34	returns	return	NOUN
amfbr-2071	218	35	occur	occur	VERB
amfbr-2071	218	36	more	more	ADJ
amfbr-2071	218	37	than	than	ADP
amfbr-2071	218	38	large	large	ADJ
amfbr-2071	218	39	negative	negative	ADJ
amfbr-2071	218	40	returns	return	NOUN
amfbr-2071	218	41	in	in	ADP
amfbr-2071	218	42	the	the	DET
amfbr-2071	218	43	various	various	ADJ
amfbr-2071	218	44	markets	market	NOUN
amfbr-2071	218	45	.	.	PUNCT
amfbr-2071	219	1	this	this	PRON
amfbr-2071	219	2	shows	show	VERB
amfbr-2071	219	3	that	that	SCONJ
amfbr-2071	219	4	large	large	ADJ
amfbr-2071	219	5	movements	movement	NOUN
amfbr-2071	219	6	in	in	ADP
amfbr-2071	219	7	stock	stock	NOUN
amfbr-2071	219	8	returns	return	NOUN
amfbr-2071	219	9	do	do	AUX
amfbr-2071	219	10	not	not	PART
amfbr-2071	219	11	follow	follow	VERB
amfbr-2071	219	12	with	with	ADP
amfbr-2071	219	13	the	the	DET
amfbr-2071	219	14	same	same	ADJ
amfbr-2071	219	15	magnitude	magnitude	NOUN
amfbr-2071	219	16	of	of	ADP
amfbr-2071	219	17	negative	negative	ADJ
amfbr-2071	219	18	movement	movement	NOUN
amfbr-2071	219	19	.	.	PUNCT
amfbr-2071	220	1	in	in	ADP
amfbr-2071	220	2	sum	sum	NOUN
amfbr-2071	220	3	,	,	PUNCT
amfbr-2071	220	4	skewness	skewness	NOUN
amfbr-2071	220	5	greater	great	ADJ
amfbr-2071	220	6	than	than	ADP
amfbr-2071	220	7	zero	zero	NUM
amfbr-2071	220	8	and	and	CCONJ
amfbr-2071	220	9	kurtosis	kurtosis	VERB
amfbr-2071	220	10	greater	great	ADJ
amfbr-2071	220	11	than	than	ADP
amfbr-2071	220	12	3	3	NUM
amfbr-2071	220	13	are	be	AUX
amfbr-2071	220	14	sufficient	sufficient	ADJ
amfbr-2071	220	15	evidence	evidence	NOUN
amfbr-2071	220	16	supporting	support	VERB
amfbr-2071	220	17	presence	presence	NOUN
amfbr-2071	220	18	of	of	ADP
amfbr-2071	220	19	asymmetry	asymmetry	NOUN
amfbr-2071	220	20	and	and	CCONJ
amfbr-2071	220	21	volatility	volatility	NOUN
amfbr-2071	220	22	clustering	cluster	VERB
amfbr-2071	220	23	in	in	ADP
amfbr-2071	220	24	the	the	DET
amfbr-2071	220	25	stock	stock	NOUN
amfbr-2071	220	26	return	return	NOUN
amfbr-2071	220	27	series	series	NOUN
amfbr-2071	220	28	of	of	ADP
amfbr-2071	220	29	respective	respective	ADJ
amfbr-2071	220	30	countries	country	NOUN
amfbr-2071	220	31	,	,	PUNCT
amfbr-2071	220	32	also	also	ADV
amfbr-2071	220	33	the	the	DET
amfbr-2071	220	34	deviation	deviation	NOUN
amfbr-2071	220	35	from	from	ADP
amfbr-2071	220	36	normality	normality	NOUN
amfbr-2071	220	37	support	support	NOUN
amfbr-2071	220	38	weak	weak	ADJ
amfbr-2071	220	39	form	form	NOUN
amfbr-2071	220	40	inefficiency	inefficiency	NOUN
amfbr-2071	220	41	.	.	PUNCT
amfbr-2071	221	1	jarque	jarque	NOUN
amfbr-2071	221	2	-	-	PUNCT
amfbr-2071	221	3	bera	bera	NOUN
amfbr-2071	221	4	values	value	NOUN
amfbr-2071	221	5	are	be	AUX
amfbr-2071	221	6	expected	expect	VERB
amfbr-2071	221	7	to	to	PART
amfbr-2071	221	8	be	be	AUX
amfbr-2071	221	9	zero	zero	NUM
amfbr-2071	221	10	under	under	ADP
amfbr-2071	221	11	null	null	ADJ
amfbr-2071	221	12	hypothesis	hypothesis	NOUN
amfbr-2071	221	13	,	,	PUNCT
amfbr-2071	221	14	but	but	CCONJ
amfbr-2071	221	15	the	the	DET
amfbr-2071	221	16	results	result	NOUN
amfbr-2071	221	17	here	here	ADV
amfbr-2071	221	18	revealed	reveal	VERB
amfbr-2071	221	19	that	that	SCONJ
amfbr-2071	221	20	the	the	DET
amfbr-2071	221	21	values	value	NOUN
amfbr-2071	221	22	for	for	ADP
amfbr-2071	221	23	all	all	DET
amfbr-2071	221	24	the	the	DET
amfbr-2071	221	25	countries	country	NOUN
amfbr-2071	221	26	in	in	ADP
amfbr-2071	221	27	this	this	DET
amfbr-2071	221	28	study	study	NOUN
amfbr-2071	221	29	are	be	AUX
amfbr-2071	221	30	greater	great	ADJ
amfbr-2071	221	31	than	than	ADP
amfbr-2071	221	32	zero	zero	NUM
amfbr-2071	221	33	,	,	PUNCT
amfbr-2071	221	34	also	also	ADV
amfbr-2071	221	35	the	the	DET
amfbr-2071	221	36	associated	associated	ADJ
amfbr-2071	221	37	probability	probability	NOUN
amfbr-2071	221	38	values	value	NOUN
amfbr-2071	221	39	are	be	AUX
amfbr-2071	221	40	highly	highly	ADV
amfbr-2071	221	41	significant	significant	ADJ
amfbr-2071	221	42	at	at	ADP
amfbr-2071	221	43	1	1	NUM
amfbr-2071	221	44	%	%	NOUN
amfbr-2071	221	45	;	;	PUNCT
amfbr-2071	221	46	sufficient	sufficient	ADJ
amfbr-2071	221	47	evidence	evidence	NOUN
amfbr-2071	221	48	of	of	ADP
amfbr-2071	221	49	abnormal	abnormal	ADJ
amfbr-2071	221	50	distribution	distribution	NOUN
amfbr-2071	221	51	,	,	PUNCT
amfbr-2071	221	52	supporting	support	VERB
amfbr-2071	221	53	deviation	deviation	NOUN
amfbr-2071	221	54	from	from	ADP
amfbr-2071	221	55	random	random	ADJ
amfbr-2071	221	56	walk	walk	NOUN
amfbr-2071	221	57	,	,	PUNCT
amfbr-2071	221	58	hence	hence	ADV
amfbr-2071	221	59	weak	weak	ADJ
amfbr-2071	221	60	form	form	NOUN
amfbr-2071	221	61	inefficient	inefficient	ADJ
amfbr-2071	221	62	for	for	ADP
amfbr-2071	221	63	the	the	DET
amfbr-2071	221	64	respective	respective	ADJ
amfbr-2071	221	65	countries	country	NOUN
amfbr-2071	221	66	.	.	PUNCT
amfbr-2071	222	1	next	next	ADJ
amfbr-2071	222	2	is	be	AUX
amfbr-2071	222	3	the	the	DET
amfbr-2071	222	4	unit	unit	NOUN
amfbr-2071	222	5	root	root	NOUN
amfbr-2071	222	6	test	test	NOUN
amfbr-2071	222	7	,	,	PUNCT
amfbr-2071	222	8	a	a	DET
amfbr-2071	222	9	popular	popular	ADJ
amfbr-2071	222	10	macroeconomic	macroeconomic	ADJ
amfbr-2071	222	11	technique	technique	NOUN
amfbr-2071	222	12	used	use	VERB
amfbr-2071	222	13	for	for	ADP
amfbr-2071	222	14	the	the	DET
amfbr-2071	222	15	test	test	NOUN
amfbr-2071	222	16	of	of	ADP
amfbr-2071	222	17	stationarity	stationarity	NOUN
amfbr-2071	222	18	of	of	ADP
amfbr-2071	222	19	time	time	NOUN
amfbr-2071	222	20	series	series	PROPN
amfbr-2071	222	21	data	datum	NOUN
amfbr-2071	222	22	due	due	ADP
amfbr-2071	222	23	to	to	ADP
amfbr-2071	222	24	the	the	DET
amfbr-2071	222	25	dependent	dependent	ADJ
amfbr-2071	222	26	nature	nature	NOUN
amfbr-2071	222	27	of	of	ADP
amfbr-2071	222	28	most	most	ADJ
amfbr-2071	222	29	economic	economic	ADJ
amfbr-2071	222	30	variables	variable	NOUN
amfbr-2071	222	31	.	.	PUNCT
amfbr-2071	223	1	this	this	DET
amfbr-2071	223	2	study	study	NOUN
amfbr-2071	223	3	used	use	VERB
amfbr-2071	223	4	adf	adf	PROPN
amfbr-2071	223	5	,	,	PUNCT
amfbr-2071	223	6	and	and	CCONJ
amfbr-2071	223	7	p	p	X
amfbr-2071	223	8	-	-	PUNCT
amfbr-2071	223	9	p	p	NOUN
amfbr-2071	223	10	unit	unit	NOUN
amfbr-2071	223	11	root	root	NOUN
amfbr-2071	223	12	tests	test	NOUN
amfbr-2071	223	13	as	as	SCONJ
amfbr-2071	223	14	shown	show	VERB
amfbr-2071	223	15	below	below	ADP
amfbr-2071	223	16	.	.	PUNCT
amfbr-2071	224	1	table	table	NOUN
amfbr-2071	224	2	2	2	NUM
amfbr-2071	224	3	.	.	PUNCT
amfbr-2071	224	4	unit	unit	NOUN
amfbr-2071	224	5	root	root	PROPN
amfbr-2071	224	6	test	test	NOUN
amfbr-2071	224	7	unit	unit	NOUN
amfbr-2071	224	8	root	root	PROPN
amfbr-2071	224	9	stat	stat	PROPN
amfbr-2071	224	10	&	&	CCONJ
amfbr-2071	224	11	prob	prob	PROPN
amfbr-2071	224	12	.	.	PUNCT
amfbr-2071	225	1	asi_ng	asi_ng	X
amfbr-2071	225	2	jse_sa	jse_sa	PUNCT
amfbr-2071	226	1	dji_usa	dji_usa	INTJ
amfbr-2071	227	1	dax_ger	dax_ger	PROPN
amfbr-2071	227	2	dfm_uae	dfm_uae	PROPN
amfbr-2071	227	3	csi_ch	csi_ch	X
amfbr-2071	227	4	adf	adf	PROPN
amfbr-2071	227	5	test	test	NOUN
amfbr-2071	227	6	-31.90581	-31.90581	PUNCT
amfbr-2071	227	7	(	(	PUNCT
amfbr-2071	227	8	0.0000	0.0000	NUM
amfbr-2071	227	9	)	)	PUNCT
amfbr-2071	227	10	-42.30078	-42.30078	PUNCT
amfbr-2071	227	11	(	(	PUNCT
amfbr-2071	227	12	0.0000	0.0000	NUM
amfbr-2071	227	13	)	)	PUNCT
amfbr-2071	227	14	-18.3469	-18.3469	PUNCT
amfbr-2071	227	15	(	(	PUNCT
amfbr-2071	227	16	0.0000	0.0000	NUM
amfbr-2071	227	17	)	)	PUNCT
amfbr-2071	227	18	-42.85463	-42.85463	X
amfbr-2071	227	19	(	(	PUNCT
amfbr-2071	227	20	0.0000	0.0000	NUM
amfbr-2071	227	21	)	)	PUNCT
amfbr-2071	227	22	-21.60995	-21.60995	PUNCT
amfbr-2071	227	23	(	(	PUNCT
amfbr-2071	227	24	0.0000	0.0000	NUM
amfbr-2071	227	25	)	)	PUNCT
amfbr-2071	227	26	-37.85180	-37.85180	PUNCT
amfbr-2071	227	27	(	(	PUNCT
amfbr-2071	227	28	0.0000	0.0000	NUM
amfbr-2071	227	29	)	)	PUNCT
amfbr-2071	227	30	p	p	NOUN
amfbr-2071	227	31	-	-	PUNCT
amfbr-2071	227	32	p	p	NOUN
amfbr-2071	227	33	test	test	NOUN
amfbr-2071	227	34	-32.73587	-32.73587	PUNCT
amfbr-2071	227	35	(	(	PUNCT
amfbr-2071	227	36	0.0000	0.0000	NUM
amfbr-2071	227	37	)	)	PUNCT
amfbr-2071	227	38	-42.36418	-42.36418	PUNCT
amfbr-2071	227	39	(	(	PUNCT
amfbr-2071	227	40	0.0000	0.0000	NUM
amfbr-2071	227	41	)	)	PUNCT
amfbr-2071	227	42	-364.9594	-364.9594	NOUN
amfbr-2071	227	43	(	(	PUNCT
amfbr-2071	227	44	0.0001	0.0001	NUM
amfbr-2071	227	45	)	)	PUNCT
amfbr-2071	227	46	-42.86291	-42.86291	PUNCT
amfbr-2071	227	47	(	(	PUNCT
amfbr-2071	227	48	0.0000	0.0000	NUM
amfbr-2071	227	49	)	)	PUNCT
amfbr-2071	227	50	-38.19370	-38.19370	NUM
amfbr-2071	227	51	(	(	PUNCT
amfbr-2071	227	52	0.0000	0.0000	NUM
amfbr-2071	227	53	)	)	PUNCT
amfbr-2071	227	54	-37.94114	-37.94114	PUNCT
amfbr-2071	227	55	(	(	PUNCT
amfbr-2071	227	56	0.0000	0.0000	NUM
amfbr-2071	227	57	)	)	PUNCT
amfbr-2071	227	58	results	result	NOUN
amfbr-2071	227	59	of	of	ADP
amfbr-2071	227	60	adf	adf	NOUN
amfbr-2071	227	61	and	and	CCONJ
amfbr-2071	227	62	p	p	NOUN
amfbr-2071	227	63	-	-	PUNCT
amfbr-2071	227	64	p	p	NOUN
amfbr-2071	227	65	unit	unit	NOUN
amfbr-2071	227	66	root	root	NOUN
amfbr-2071	227	67	tests	test	NOUN
amfbr-2071	227	68	on	on	ADP
amfbr-2071	227	69	table	table	NOUN
amfbr-2071	227	70	2	2	NUM
amfbr-2071	227	71	revealed	reveal	VERB
amfbr-2071	227	72	rejection	rejection	NOUN
amfbr-2071	227	73	of	of	ADP
amfbr-2071	227	74	null	null	ADJ
amfbr-2071	227	75	hypothesis	hypothesis	NOUN
amfbr-2071	227	76	at	at	ADP
amfbr-2071	227	77	1	1	NUM
amfbr-2071	227	78	%	%	NOUN
amfbr-2071	227	79	significant	significant	ADJ
amfbr-2071	227	80	level	level	NOUN
amfbr-2071	227	81	,	,	PUNCT
amfbr-2071	227	82	supporting	support	VERB
amfbr-2071	227	83	deviation	deviation	NOUN
amfbr-2071	227	84	from	from	ADP
amfbr-2071	227	85	random	random	ADJ
amfbr-2071	227	86	walk	walk	NOUN
amfbr-2071	227	87	which	which	PRON
amfbr-2071	227	88	is	be	AUX
amfbr-2071	227	89	consistent	consistent	ADJ
amfbr-2071	227	90	with	with	ADP
amfbr-2071	227	91	most	most	ADJ
amfbr-2071	227	92	financial	financial	ADJ
amfbr-2071	227	93	time	time	NOUN
amfbr-2071	227	94	series	series	PROPN
amfbr-2071	227	95	data	data	PROPN
amfbr-2071	227	96	.	.	PUNCT
amfbr-2071	228	1	the	the	DET
amfbr-2071	228	2	results	result	NOUN
amfbr-2071	228	3	affirm	affirm	VERB
amfbr-2071	228	4	the	the	DET
amfbr-2071	228	5	weak	weak	ADJ
amfbr-2071	228	6	form	form	NOUN
amfbr-2071	228	7	inefficiency	inefficiency	NOUN
amfbr-2071	228	8	in	in	ADP
amfbr-2071	228	9	the	the	DET
amfbr-2071	228	10	stock	stock	NOUN
amfbr-2071	228	11	return	return	NOUN
amfbr-2071	228	12	series	series	NOUN
amfbr-2071	228	13	of	of	ADP
amfbr-2071	228	14	all	all	DET
amfbr-2071	228	15	the	the	DET
amfbr-2071	228	16	countries	country	NOUN
amfbr-2071	228	17	.	.	PUNCT
amfbr-2071	229	1	the	the	DET
amfbr-2071	229	2	researcher	researcher	NOUN
amfbr-2071	229	3	then	then	ADV
amfbr-2071	229	4	proceeded	proceed	VERB
amfbr-2071	229	5	to	to	ADP
amfbr-2071	229	6	autocorrelation	autocorrelation	NOUN
amfbr-2071	229	7	(	(	PUNCT
amfbr-2071	229	8	ac	ac	PROPN
amfbr-2071	229	9	)	)	PUNCT
amfbr-2071	229	10	and	and	CCONJ
amfbr-2071	229	11	partial	partial	ADJ
amfbr-2071	229	12	autocorrelation	autocorrelation	NOUN
amfbr-2071	229	13	(	(	PUNCT
amfbr-2071	229	14	pac	pac	NOUN
amfbr-2071	229	15	)	)	PUNCT
amfbr-2071	229	16	tests	test	NOUN
amfbr-2071	229	17	;	;	PUNCT
amfbr-2071	229	18	a	a	DET
amfbr-2071	229	19	special	special	ADJ
amfbr-2071	229	20	correlation	correlation	NOUN
amfbr-2071	229	21	test	test	NOUN
amfbr-2071	229	22	that	that	PRON
amfbr-2071	229	23	examines	examine	VERB
amfbr-2071	229	24	the	the	DET
amfbr-2071	229	25	relationship	relationship	NOUN
amfbr-2071	229	26	between	between	ADP
amfbr-2071	229	27	successive	successive	ADJ
amfbr-2071	229	28	values	value	NOUN
amfbr-2071	229	29	of	of	ADP
amfbr-2071	229	30	the	the	DET
amfbr-2071	229	31	same	same	ADJ
amfbr-2071	229	32	variable	variable	NOUN
amfbr-2071	229	33	and	and	CCONJ
amfbr-2071	229	34	not	not	PART
amfbr-2071	229	35	necessarily	necessarily	ADV
amfbr-2071	229	36	between	between	ADP
amfbr-2071	229	37	two	two	NUM
amfbr-2071	229	38	or	or	CCONJ
amfbr-2071	229	39	more	more	ADJ
amfbr-2071	229	40	variables	variable	NOUN
amfbr-2071	229	41	.	.	PUNCT
amfbr-2071	230	1	the	the	DET
amfbr-2071	230	2	test	test	NOUN
amfbr-2071	230	3	is	be	AUX
amfbr-2071	230	4	shown	show	VERB
amfbr-2071	230	5	in	in	ADP
amfbr-2071	230	6	table	table	NOUN
amfbr-2071	230	7	3	3	NUM
amfbr-2071	230	8	below	below	ADV
amfbr-2071	230	9	.	.	PUNCT
amfbr-2071	231	1	table	table	NOUN
amfbr-2071	231	2	3	3	NUM
amfbr-2071	231	3	.	.	X
amfbr-2071	231	4	autocorrelation	autocorrelation	NOUN
amfbr-2071	231	5	test	test	NOUN
amfbr-2071	231	6	ac	ac	PROPN
amfbr-2071	231	7	&	&	CCONJ
amfbr-2071	231	8	pac	pac	PROPN
amfbr-2071	231	9	test	test	PROPN
amfbr-2071	231	10	(	(	PUNCT
amfbr-2071	231	11	1	1	NUM
amfbr-2071	231	12	-	-	SYM
amfbr-2071	231	13	36	36	NUM
amfbr-2071	231	14	)	)	PUNCT
amfbr-2071	231	15	asi_ng	asi_ng	X
amfbr-2071	231	16	jse_sa	jse_sa	PUNCT
amfbr-2071	232	1	dji_usa	dji_usa	INTJ
amfbr-2071	233	1	dax_ger	dax_ger	PROPN
amfbr-2071	233	2	dfm_uae	dfm_uae	PROPN
amfbr-2071	233	3	csi_ch	csi_ch	X
amfbr-2071	234	1	q	q	ADJ
amfbr-2071	234	2	-	-	PUNCT
amfbr-2071	234	3	statistics	statistic	NOUN
amfbr-2071	234	4	range	range	VERB
amfbr-2071	234	5	123.17	123.17	NUM
amfbr-2071	234	6	to	to	ADP
amfbr-2071	234	7	195.23	195.23	NUM
amfbr-2071	234	8	432.32	432.32	NUM
amfbr-2071	234	9	to	to	ADP
amfbr-2071	234	10	519.09	519.09	NUM
amfbr-2071	234	11	50.313	50.313	NUM
amfbr-2071	234	12	to	to	ADP
amfbr-2071	234	13	426.57	426.57	NUM
amfbr-2071	234	14	50.313	50.313	NUM
amfbr-2071	234	15	to	to	ADP
amfbr-2071	234	16	426.57	426.57	NUM
amfbr-2071	234	17	498.26	498.26	NUM
amfbr-2071	234	18	to	to	ADP
amfbr-2071	234	19	662.44	662.44	NUM
amfbr-2071	234	20	14.714	14.714	NUM
amfbr-2071	234	21	to	to	ADP
amfbr-2071	234	22	107.13	107.13	NUM
amfbr-2071	234	23	probability	probability	NOUN
amfbr-2071	234	24	0.000	0.000	NUM
amfbr-2071	234	25	0.000	0.000	NUM
amfbr-2071	234	26	0.000	0.000	NUM
amfbr-2071	235	1	0.000	0.000	NUM
amfbr-2071	235	2	0.000	0.000	NUM
amfbr-2071	235	3	0.000	0.000	NUM
amfbr-2071	235	4	ac	ac	PROPN
amfbr-2071	235	5	&	&	CCONJ
amfbr-2071	235	6	pac	pac	PROPN
amfbr-2071	235	7	coefficient	coefficient	PROPN
amfbr-2071	235	8	.	.	PUNCT
amfbr-2071	236	1	range	range	NOUN
amfbr-2071	236	2	-0.002	-0.002	PUNCT
amfbr-2071	236	3	to	to	ADP
amfbr-2071	236	4	0.265	0.265	NUM
amfbr-2071	236	5	-0.012	-0.012	NOUN
amfbr-2071	236	6	to	to	ADP
amfbr-2071	236	7	0.078	0.078	NUM
amfbr-2071	236	8	-0.001	-0.001	NOUN
amfbr-2071	236	9	to	to	ADP
amfbr-2071	236	10	0.080	0.080	NUM
amfbr-2071	236	11	-0.001	-0.001	NOUN
amfbr-2071	236	12	to	to	ADP
amfbr-2071	236	13	0.206	0.206	NUM
amfbr-2071	236	14	-0.002	-0.002	PUNCT
amfbr-2071	236	15	to	to	ADP
amfbr-2071	236	16	0.080	0.080	NUM
amfbr-2071	236	17	-0.008	-0.008	NOUN
amfbr-2071	236	18	to	to	ADP
amfbr-2071	236	19	0.092	0.092	NUM
amfbr-2071	236	20	table	table	NOUN
amfbr-2071	236	21	3	3	NUM
amfbr-2071	236	22	above	above	ADV
amfbr-2071	236	23	revealed	reveal	VERB
amfbr-2071	236	24	that	that	SCONJ
amfbr-2071	236	25	the	the	DET
amfbr-2071	236	26	individual	individual	NOUN
amfbr-2071	236	27	ac	ac	PROPN
amfbr-2071	236	28	and	and	CCONJ
amfbr-2071	236	29	pac	pac	PROPN
amfbr-2071	236	30	coefficients	coefficient	NOUN
amfbr-2071	236	31	at	at	ADP
amfbr-2071	236	32	different	different	ADJ
amfbr-2071	236	33	lags	lag	NOUN
amfbr-2071	236	34	from	from	ADP
amfbr-2071	236	35	1	1	NUM
amfbr-2071	236	36	-	-	SYM
amfbr-2071	236	37	36	36	NUM
amfbr-2071	236	38	are	be	AUX
amfbr-2071	236	39	significantly	significantly	ADV
amfbr-2071	236	40	different	different	ADJ
amfbr-2071	236	41	from	from	ADP
amfbr-2071	236	42	zero	zero	NUM
amfbr-2071	236	43	for	for	ADP
amfbr-2071	236	44	all	all	DET
amfbr-2071	236	45	price	price	NOUN
amfbr-2071	236	46	series	series	NOUN
amfbr-2071	236	47	in	in	ADP
amfbr-2071	236	48	the	the	DET
amfbr-2071	236	49	selected	select	VERB
amfbr-2071	236	50	countries	country	NOUN
amfbr-2071	236	51	,	,	PUNCT
amfbr-2071	236	52	also	also	ADV
amfbr-2071	236	53	the	the	DET
amfbr-2071	236	54	associated	associated	ADJ
amfbr-2071	236	55	probability	probability	NOUN
amfbr-2071	236	56	values	value	NOUN
amfbr-2071	236	57	suggest	suggest	VERB
amfbr-2071	236	58	that	that	SCONJ
amfbr-2071	236	59	successive	successive	ADJ
amfbr-2071	236	60	autocorrelation	autocorrelation	NOUN
amfbr-2071	236	61	of	of	ADP
amfbr-2071	236	62	the	the	DET
amfbr-2071	236	63	prices	price	NOUN
amfbr-2071	236	64	are	be	AUX
amfbr-2071	236	65	incredibly	incredibly	ADV
amfbr-2071	236	66	significant	significant	ADJ
amfbr-2071	236	67	from	from	ADP
amfbr-2071	236	68	1	1	NUM
amfbr-2071	236	69	-	-	SYM
amfbr-2071	236	70	36	36	NUM
amfbr-2071	236	71	,	,	PUNCT
amfbr-2071	236	72	showing	show	VERB
amfbr-2071	236	73	rejection	rejection	NOUN
amfbr-2071	236	74	of	of	ADP
amfbr-2071	236	75	serial	serial	ADJ
amfbr-2071	236	76	correlation	correlation	NOUN
amfbr-2071	236	77	for	for	ADP
amfbr-2071	236	78	series	series	NOUN
amfbr-2071	236	79	in	in	ADP
amfbr-2071	236	80	the	the	DET
amfbr-2071	236	81	select	select	ADJ
amfbr-2071	236	82	countries	country	NOUN
amfbr-2071	236	83	.	.	PUNCT
amfbr-2071	237	1	this	this	PRON
amfbr-2071	237	2	suggests	suggest	VERB
amfbr-2071	237	3	that	that	SCONJ
amfbr-2071	237	4	there	there	PRON
amfbr-2071	237	5	is	be	VERB
amfbr-2071	237	6	an	an	DET
amfbr-2071	237	7	existence	existence	NOUN
amfbr-2071	237	8	of	of	ADP
amfbr-2071	237	9	volatility	volatility	NOUN
amfbr-2071	237	10	clustering	cluster	VERB
amfbr-2071	237	11	in	in	ADP
amfbr-2071	237	12	the	the	DET
amfbr-2071	237	13	price	price	NOUN
amfbr-2071	237	14	series	series	NOUN
amfbr-2071	237	15	,	,	PUNCT
amfbr-2071	237	16	also	also	ADV
amfbr-2071	237	17	that	that	SCONJ
amfbr-2071	237	18	the	the	DET
amfbr-2071	237	19	price	price	NOUN
amfbr-2071	237	20	series	series	NOUN
amfbr-2071	237	21	in	in	ADP
amfbr-2071	237	22	all	all	DET
amfbr-2071	237	23	the	the	DET
amfbr-2071	237	24	markets	market	NOUN
amfbr-2071	237	25	do	do	AUX
amfbr-2071	237	26	not	not	PART
amfbr-2071	237	27	follow	follow	VERB
amfbr-2071	237	28	random	random	ADJ
amfbr-2071	237	29	walk	walk	NOUN
amfbr-2071	237	30	.	.	PUNCT
amfbr-2071	237	31	table	table	NOUN
amfbr-2071	237	32	4	4	NUM
amfbr-2071	237	33	.	.	PUNCT
amfbr-2071	237	34	variance	variance	NOUN
amfbr-2071	237	35	ratio	ratio	NOUN
amfbr-2071	237	36	test	test	NOUN
amfbr-2071	237	37	(	(	PUNCT
amfbr-2071	237	38	vrt	vrt	PROPN
amfbr-2071	237	39	)	)	PUNCT
amfbr-2071	237	40	vrt	vrt	PROPN
amfbr-2071	237	41	prob	prob	PROPN
amfbr-2071	237	42	asi_ng	asi_ng	X
amfbr-2071	237	43	jse_sa	jse_sa	PUNCT
amfbr-2071	238	1	dji_usa	dji_usa	INTJ
amfbr-2071	239	1	dax_ger	dax_ger	PROPN
amfbr-2071	239	2	dfm_uae	dfm_uae	PROPN
amfbr-2071	239	3	csi_ch	csi_ch	X
amfbr-2071	239	4	joint	joint	ADJ
amfbr-2071	239	5	tests	test	VERB
amfbr-2071	239	6	0.0000	0.0000	NUM
amfbr-2071	240	1	0.0000	0.0000	NUM
amfbr-2071	240	2	0.0000	0.0000	NUM
amfbr-2071	240	3	0.0000	0.0000	NUM
amfbr-2071	240	4	0.0000	0.0000	NUM
amfbr-2071	240	5	0.0000	0.0000	NUM
amfbr-2071	240	6	individual	individual	ADJ
amfbr-2071	240	7	test	test	NOUN
amfbr-2071	240	8	2	2	NUM
amfbr-2071	240	9	0.0000	0.0000	NUM
amfbr-2071	240	10	0.0000	0.0000	NUM
amfbr-2071	241	1	0.0000	0.0000	NUM
amfbr-2071	241	2	0.0000	0.0000	NUM
amfbr-2071	241	3	0.0000	0.0000	NUM
amfbr-2071	241	4	0.0000	0.0000	NUM
amfbr-2071	241	5	4	4	NUM
amfbr-2071	241	6	0.0000	0.0000	NUM
amfbr-2071	241	7	0.0000	0.0000	NUM
amfbr-2071	242	1	0.0002	0.0002	NUM
amfbr-2071	242	2	0.0000	0.0000	NUM
amfbr-2071	242	3	0.0000	0.0000	NUM
amfbr-2071	242	4	0.0000	0.0000	NUM
amfbr-2071	242	5	8	8	NUM
amfbr-2071	242	6	0.0000	0.0000	NUM
amfbr-2071	242	7	0.0000	0.0000	NUM
amfbr-2071	242	8	0.0037	0.0037	NUM
amfbr-2071	242	9	0.0000	0.0000	NUM
amfbr-2071	242	10	0.0000	0.0000	NUM
amfbr-2071	242	11	0.0000	0.0000	NUM
amfbr-2071	242	12	16	16	NUM
amfbr-2071	242	13	0.0000	0.0000	NUM
amfbr-2071	242	14	0.0000	0.0000	NUM
amfbr-2071	242	15	0.0201	0.0201	NUM
amfbr-2071	242	16	0.0000	0.0000	NUM
amfbr-2071	242	17	0.0000	0.0000	NUM
amfbr-2071	242	18	0.0000	0.0000	NUM
amfbr-2071	242	19	table	table	NOUN
amfbr-2071	242	20	4	4	NUM
amfbr-2071	242	21	above	above	ADV
amfbr-2071	242	22	shows	show	VERB
amfbr-2071	242	23	the	the	DET
amfbr-2071	242	24	test	test	NOUN
amfbr-2071	242	25	of	of	ADP
amfbr-2071	242	26	random	random	ADJ
amfbr-2071	242	27	walk	walk	NOUN
amfbr-2071	242	28	using	use	VERB
amfbr-2071	242	29	the	the	DET
amfbr-2071	242	30	variance	variance	NOUN
amfbr-2071	242	31	ratio	ratio	NOUN
amfbr-2071	242	32	test	test	NOUN
amfbr-2071	242	33	(	(	PUNCT
amfbr-2071	242	34	vrt	vrt	NOUN
amfbr-2071	242	35	)	)	PUNCT
amfbr-2071	242	36	done	do	VERB
amfbr-2071	242	37	under	under	ADP
amfbr-2071	242	38	the	the	DET
amfbr-2071	242	39	null	null	ADJ
amfbr-2071	242	40	hypothesis	hypothesis	NOUN
amfbr-2071	242	41	of	of	ADP
amfbr-2071	242	42	stock	stock	NOUN
amfbr-2071	242	43	returns	return	NOUN
amfbr-2071	242	44	(	(	PUNCT
amfbr-2071	242	45	martingale	martingale	NOUN
amfbr-2071	242	46	process	process	NOUN
amfbr-2071	242	47	)	)	PUNCT
amfbr-2071	242	48	for	for	ADP
amfbr-2071	242	49	all	all	DET
amfbr-2071	242	50	the	the	DET
amfbr-2071	242	51	six	six	NUM
amfbr-2071	242	52	countries	country	NOUN
amfbr-2071	242	53	under	under	ADP
amfbr-2071	242	54	study	study	NOUN
amfbr-2071	242	55	.	.	PUNCT
amfbr-2071	243	1	the	the	DET
amfbr-2071	243	2	results	result	NOUN
amfbr-2071	243	3	revealed	reveal	VERB
amfbr-2071	243	4	that	that	SCONJ
amfbr-2071	243	5	both	both	CCONJ
amfbr-2071	243	6	joint	joint	ADJ
amfbr-2071	243	7	and	and	CCONJ
amfbr-2071	243	8	individual	individual	ADJ
amfbr-2071	243	9	(	(	PUNCT
amfbr-2071	243	10	lags	lag	NOUN
amfbr-2071	243	11	2	2	NUM
amfbr-2071	243	12	-	-	SYM
amfbr-2071	243	13	16	16	NUM
amfbr-2071	243	14	)	)	PUNCT
amfbr-2071	243	15	variance	variance	NOUN
amfbr-2071	243	16	tests	test	NOUN
amfbr-2071	243	17	were	be	AUX
amfbr-2071	243	18	rejected	reject	VERB
amfbr-2071	243	19	at	at	ADP
amfbr-2071	243	20	1	1	NUM
amfbr-2071	243	21	%	%	NOUN
amfbr-2071	243	22	significant	significant	ADJ
amfbr-2071	243	23	level	level	NOUN
amfbr-2071	243	24	,	,	PUNCT
amfbr-2071	243	25	suggesting	suggest	VERB
amfbr-2071	243	26	that	that	SCONJ
amfbr-2071	243	27	price	price	NOUN
amfbr-2071	243	28	series	series	NOUN
amfbr-2071	243	29	do	do	AUX
amfbr-2071	243	30	not	not	PART
amfbr-2071	243	31	follow	follow	VERB
amfbr-2071	243	32	a	a	DET
amfbr-2071	243	33	martingale	martingale	ADJ
amfbr-2071	243	34	process	process	NOUN
amfbr-2071	243	35	,	,	PUNCT
amfbr-2071	243	36	hence	hence	ADV
amfbr-2071	243	37	do	do	AUX
amfbr-2071	243	38	not	not	PART
amfbr-2071	243	39	follow	follow	VERB
amfbr-2071	243	40	random	random	ADJ
amfbr-2071	243	41	walk	walk	NOUN
amfbr-2071	243	42	,	,	PUNCT
amfbr-2071	243	43	or	or	CCONJ
amfbr-2071	243	44	is	be	AUX
amfbr-2071	243	45	not	not	PART
amfbr-2071	243	46	weak	weak	ADJ
amfbr-2071	243	47	form	form	NOUN
amfbr-2071	243	48	efficient	efficient	ADJ
amfbr-2071	243	49	.	.	PUNCT
amfbr-2071	244	1	agwu	agwu	PROPN
amfbr-2071	244	2	,	,	PUNCT
amfbr-2071	244	3	american	american	PROPN
amfbr-2071	244	4	finance	finance	PROPN
amfbr-2071	244	5	&	&	CCONJ
amfbr-2071	244	6	banking	banking	PROPN
amfbr-2071	244	7	review	review	NOUN
amfbr-2071	244	8	8(1	8(1	NOUN
amfbr-2071	244	9	)	)	PUNCT
amfbr-2071	244	10	(	(	PUNCT
amfbr-2071	244	11	2023	2023	NUM
amfbr-2071	244	12	)	)	PUNCT
amfbr-2071	244	13	,	,	PUNCT
amfbr-2071	244	14	1	1	NUM
amfbr-2071	244	15	-	-	SYM
amfbr-2071	244	16	13	13	NUM
amfbr-2071	244	17	8	8	NUM
amfbr-2071	244	18	table	table	NOUN
amfbr-2071	244	19	5	5	NUM
amfbr-2071	244	20	.	.	PUNCT
amfbr-2071	244	21	causality	causality	NOUN
amfbr-2071	244	22	test	test	NOUN
amfbr-2071	244	23	select	select	ADJ
amfbr-2071	244	24	countries	country	NOUN
amfbr-2071	244	25	null	null	ADJ
amfbr-2071	244	26	hypothesis	hypothesis	NOUN
amfbr-2071	244	27	prob	prob	PROPN
amfbr-2071	244	28	nigeria	nigeria	PROPN
amfbr-2071	244	29	asi	asi	PROPN
amfbr-2071	244	30	asi_ng	asi_ng	PROPN
amfbr-2071	244	31	does	do	AUX
amfbr-2071	244	32	not	not	PART
amfbr-2071	244	33	granger	granger	VERB
amfbr-2071	244	34	cause	cause	VERB
amfbr-2071	244	35	asi_nig_1	asi_nig_1	PROPN
amfbr-2071	244	36	0.0000	0.0000	NUM
amfbr-2071	244	37	south	south	PROPN
amfbr-2071	244	38	africa	africa	PROPN
amfbr-2071	244	39	jse	jse	PROPN
amfbr-2071	244	40	ftse_sa	ftse_sa	PROPN
amfbr-2071	244	41	does	do	AUX
amfbr-2071	244	42	not	not	PART
amfbr-2071	244	43	granger	granger	NOUN
amfbr-2071	244	44	cause	cause	VERB
amfbr-2071	244	45	jse_sa_1	jse_sa_1	PROPN
amfbr-2071	245	1	0.0000	0.0000	NUM
amfbr-2071	245	2	usa	usa	PROPN
amfbr-2071	245	3	dji	dji	PROPN
amfbr-2071	246	1	dji_usa	dji_usa	PROPN
amfbr-2071	246	2	does	do	AUX
amfbr-2071	246	3	not	not	PART
amfbr-2071	246	4	granger	granger	NOUN
amfbr-2071	246	5	cause	cause	VERB
amfbr-2071	246	6	dji_usa_1	dji_usa_1	ADJ
amfbr-2071	246	7	0.0000	0.0000	NUM
amfbr-2071	246	8	germany	germany	NOUN
amfbr-2071	246	9	dax	dax	PROPN
amfbr-2071	246	10	dax_ger	dax_ger	PROPN
amfbr-2071	246	11	does	do	AUX
amfbr-2071	246	12	not	not	PART
amfbr-2071	246	13	granger	granger	PROPN
amfbr-2071	246	14	causedar_ger_1	causedar_ger_1	PROPN
amfbr-2071	246	15	0.0000	0.0000	NUM
amfbr-2071	246	16	uae	uae	PROPN
amfbr-2071	246	17	dfmg	dfmg	PROPN
amfbr-2071	246	18	dfm_uae	dfm_uae	PROPN
amfbr-2071	246	19	does	do	AUX
amfbr-2071	246	20	not	not	PART
amfbr-2071	246	21	granger	granger	AUX
amfbr-2071	246	22	cause	cause	VERB
amfbr-2071	246	23	dfm_uae_1	dfm_uae_1	NOUN
amfbr-2071	246	24	0.0000	0.0000	NUM
amfbr-2071	246	25	china	china	PROPN
amfbr-2071	246	26	csi	csi	PROPN
amfbr-2071	246	27	1000	1000	NUM
amfbr-2071	246	28	csi_ch	csi_ch	NOUN
amfbr-2071	246	29	does	do	AUX
amfbr-2071	246	30	not	not	PART
amfbr-2071	246	31	granger	granger	AUX
amfbr-2071	246	32	cause	cause	VERB
amfbr-2071	246	33	csi_ch_1	csi_ch_1	PROPN
amfbr-2071	246	34	0.0000	0.0000	NUM
amfbr-2071	246	35	granger	granger	NOUN
amfbr-2071	246	36	causality	causality	NOUN
amfbr-2071	246	37	tests	test	VERB
amfbr-2071	246	38	for	for	ADP
amfbr-2071	246	39	all	all	DET
amfbr-2071	246	40	the	the	DET
amfbr-2071	246	41	select	select	ADJ
amfbr-2071	246	42	countries	country	NOUN
amfbr-2071	246	43	in	in	ADP
amfbr-2071	246	44	table	table	NOUN
amfbr-2071	246	45	5	5	NUM
amfbr-2071	246	46	above	above	ADP
amfbr-2071	246	47	reject	reject	VERB
amfbr-2071	246	48	the	the	DET
amfbr-2071	246	49	null	null	ADJ
amfbr-2071	246	50	hypotheses	hypothesis	NOUN
amfbr-2071	246	51	of	of	ADP
amfbr-2071	246	52	no	no	DET
amfbr-2071	246	53	causal	causal	ADJ
amfbr-2071	246	54	direction	direction	NOUN
amfbr-2071	246	55	found	find	VERB
amfbr-2071	246	56	between	between	ADP
amfbr-2071	246	57	successive	successive	ADJ
amfbr-2071	246	58	variables	variable	NOUN
amfbr-2071	246	59	(	(	PUNCT
amfbr-2071	246	60	prices	price	NOUN
amfbr-2071	246	61	regressed	regress	VERB
amfbr-2071	246	62	on	on	ADP
amfbr-2071	246	63	their	their	PRON
amfbr-2071	246	64	lagged	lag	VERB
amfbr-2071	246	65	value	value	NOUN
amfbr-2071	246	66	)	)	PUNCT
amfbr-2071	246	67	,	,	PUNCT
amfbr-2071	246	68	suggesting	suggest	VERB
amfbr-2071	246	69	deviation	deviation	NOUN
amfbr-2071	246	70	from	from	ADP
amfbr-2071	246	71	random	random	ADJ
amfbr-2071	246	72	walk	walk	NOUN
amfbr-2071	246	73	assumption	assumption	NOUN
amfbr-2071	246	74	for	for	ADP
amfbr-2071	246	75	the	the	DET
amfbr-2071	246	76	return	return	NOUN
amfbr-2071	246	77	series	series	NOUN
amfbr-2071	246	78	;	;	PUNCT
amfbr-2071	246	79	meaning	mean	VERB
amfbr-2071	246	80	that	that	SCONJ
amfbr-2071	246	81	the	the	DET
amfbr-2071	246	82	various	various	ADJ
amfbr-2071	246	83	markets	market	NOUN
amfbr-2071	246	84	are	be	AUX
amfbr-2071	246	85	not	not	PART
amfbr-2071	246	86	efficient	efficient	ADJ
amfbr-2071	246	87	in	in	ADP
amfbr-2071	246	88	the	the	DET
amfbr-2071	246	89	weak	weak	ADJ
amfbr-2071	246	90	form	form	NOUN
amfbr-2071	246	91	.	.	PUNCT
amfbr-2071	247	1	then	then	ADV
amfbr-2071	247	2	the	the	DET
amfbr-2071	247	3	researcher	researcher	NOUN
amfbr-2071	247	4	moved	move	VERB
amfbr-2071	247	5	to	to	PART
amfbr-2071	247	6	check	check	VERB
amfbr-2071	247	7	the	the	DET
amfbr-2071	247	8	relationship	relationship	NOUN
amfbr-2071	247	9	between	between	ADP
amfbr-2071	247	10	the	the	DET
amfbr-2071	247	11	successive	successive	ADJ
amfbr-2071	247	12	variables	variable	NOUN
amfbr-2071	247	13	using	use	VERB
amfbr-2071	247	14	ordinary	ordinary	ADJ
amfbr-2071	247	15	least	least	ADJ
amfbr-2071	247	16	square	square	ADJ
amfbr-2071	247	17	(	(	PUNCT
amfbr-2071	247	18	ols	ol	NOUN
amfbr-2071	247	19	)	)	PUNCT
amfbr-2071	247	20	model	model	NOUN
amfbr-2071	247	21	as	as	SCONJ
amfbr-2071	247	22	shown	show	VERB
amfbr-2071	247	23	below	below	ADP
amfbr-2071	247	24	.	.	PUNCT
amfbr-2071	248	1	table	table	NOUN
amfbr-2071	248	2	6	6	NUM
amfbr-2071	248	3	.	.	PUNCT
amfbr-2071	248	4	arch	arch	ADJ
amfbr-2071	248	5	effect	effect	NOUN
amfbr-2071	248	6	test	test	NOUN
amfbr-2071	248	7	arch	arch	PROPN
amfbr-2071	248	8	test	test	NOUN
amfbr-2071	248	9	asi_ng	asi_ng	X
amfbr-2071	248	10	jse_sa	jse_sa	PUNCT
amfbr-2071	249	1	dji_usa	dji_usa	INTJ
amfbr-2071	250	1	dax_ger	dax_ger	PROPN
amfbr-2071	250	2	dfm_uae	dfm_uae	PROPN
amfbr-2071	250	3	csi_ch	csi_ch	X
amfbr-2071	251	1	f	f	X
amfbr-2071	251	2	-	-	PUNCT
amfbr-2071	251	3	statistic	statistic	ADJ
amfbr-2071	251	4	0.0000	0.0000	NUM
amfbr-2071	251	5	0.0000	0.0000	NUM
amfbr-2071	251	6	0.0000	0.0000	NUM
amfbr-2071	251	7	0.0096	0.0096	NUM
amfbr-2071	251	8	0.0000	0.0000	NUM
amfbr-2071	251	9	0.0000	0.0000	NUM
amfbr-2071	251	10	obs*r	obs*r	NOUN
amfbr-2071	251	11	-	-	PUNCT
amfbr-2071	251	12	squared	square	VERB
amfbr-2071	251	13	0.0000	0.0000	NUM
amfbr-2071	251	14	0.0000	0.0000	NUM
amfbr-2071	251	15	0.0000	0.0000	NUM
amfbr-2071	251	16	0.0096	0.0096	NUM
amfbr-2071	251	17	0.0000	0.0000	NUM
amfbr-2071	251	18	0.0000	0.0000	NUM
amfbr-2071	251	19	table	table	NOUN
amfbr-2071	251	20	6	6	NUM
amfbr-2071	251	21	above	above	ADV
amfbr-2071	251	22	shows	show	VERB
amfbr-2071	251	23	that	that	SCONJ
amfbr-2071	251	24	the	the	DET
amfbr-2071	251	25	f	f	NOUN
amfbr-2071	251	26	-	-	PUNCT
amfbr-2071	251	27	version	version	NOUN
amfbr-2071	251	28	and	and	CCONJ
amfbr-2071	251	29	the	the	DET
amfbr-2071	251	30	lm	lm	NOUN
amfbr-2071	251	31	-	-	PUNCT
amfbr-2071	251	32	statistics	statistic	NOUN
amfbr-2071	251	33	are	be	AUX
amfbr-2071	251	34	incredibly	incredibly	ADV
amfbr-2071	251	35	significant	significant	ADJ
amfbr-2071	251	36	,	,	PUNCT
amfbr-2071	251	37	indicating	indicate	VERB
amfbr-2071	251	38	the	the	DET
amfbr-2071	251	39	presence	presence	NOUN
amfbr-2071	251	40	of	of	ADP
amfbr-2071	251	41	arch	arch	ADJ
amfbr-2071	251	42	effects	effect	NOUN
amfbr-2071	251	43	in	in	ADP
amfbr-2071	251	44	the	the	DET
amfbr-2071	251	45	returns	return	NOUN
amfbr-2071	251	46	of	of	ADP
amfbr-2071	251	47	all	all	DET
amfbr-2071	251	48	capital	capital	NOUN
amfbr-2071	251	49	markets	market	NOUN
amfbr-2071	251	50	of	of	ADP
amfbr-2071	251	51	the	the	DET
amfbr-2071	251	52	countries	country	NOUN
amfbr-2071	251	53	under	under	ADP
amfbr-2071	251	54	study	study	NOUN
amfbr-2071	251	55	.	.	PUNCT
amfbr-2071	252	1	-.06	-.06	PUNCT
amfbr-2071	253	1	-.04	-.04	PUNCT
amfbr-2071	253	2	-.02	-.02	NUM
amfbr-2071	253	3	.00	.00	NUM
amfbr-2071	253	4	.02	.02	NUM
amfbr-2071	253	5	.04	.04	NUM
amfbr-2071	253	6	.06	.06	NUM
amfbr-2071	253	7	.08	.08	NUM
amfbr-2071	253	8	15	15	NUM
amfbr-2071	253	9	16	16	NUM
amfbr-2071	253	10	17	17	NUM
amfbr-2071	253	11	18	18	NUM
amfbr-2071	253	12	19	19	NUM
amfbr-2071	253	13	20	20	NUM
amfbr-2071	253	14	21	21	NUM
amfbr-2071	253	15	22	22	NUM
amfbr-2071	253	16	asi	asi	PROPN
amfbr-2071	253	17	ng	ng	PROPN
amfbr-2071	253	18	figure	figure	NOUN
amfbr-2071	253	19	1	1	NUM
amfbr-2071	253	20	.	.	PUNCT
amfbr-2071	254	1	volatility	volatility	NOUN
amfbr-2071	254	2	clustering	cluster	VERB
amfbr-2071	254	3	test	test	NOUN
amfbr-2071	254	4	for	for	ADP
amfbr-2071	254	5	nigeria	nigeria	PROPN
amfbr-2071	254	6	capital	capital	NOUN
amfbr-2071	254	7	market	market	NOUN
amfbr-2071	254	8	returns	return	NOUN
amfbr-2071	254	9	-.12	-.12	PUNCT
amfbr-2071	254	10	-.08	-.08	PUNCT
amfbr-2071	254	11	-.04	-.04	NUM
amfbr-2071	254	12	.00	.00	NUM
amfbr-2071	254	13	.04	.04	NUM
amfbr-2071	254	14	.08	.08	NUM
amfbr-2071	254	15	15	15	NUM
amfbr-2071	254	16	16	16	NUM
amfbr-2071	254	17	17	17	NUM
amfbr-2071	254	18	18	18	NUM
amfbr-2071	254	19	19	19	NUM
amfbr-2071	254	20	20	20	NUM
amfbr-2071	254	21	21	21	NUM
amfbr-2071	254	22	22	22	NUM
amfbr-2071	254	23	jse	jse	PROPN
amfbr-2071	254	24	sa	sa	PROPN
amfbr-2071	254	25	figure	figure	NOUN
amfbr-2071	254	26	2	2	NUM
amfbr-2071	254	27	.	.	PUNCT
amfbr-2071	255	1	volatility	volatility	NOUN
amfbr-2071	255	2	clustering	cluster	VERB
amfbr-2071	255	3	test	test	NOUN
amfbr-2071	255	4	for	for	ADP
amfbr-2071	255	5	south	south	PROPN
amfbr-2071	255	6	africa	africa	PROPN
amfbr-2071	255	7	capital	capital	NOUN
amfbr-2071	255	8	market	market	NOUN
amfbr-2071	255	9	returns	return	NOUN
amfbr-2071	255	10	agwu	agwu	PROPN
amfbr-2071	255	11	,	,	PUNCT
amfbr-2071	255	12	american	american	PROPN
amfbr-2071	255	13	finance	finance	PROPN
amfbr-2071	255	14	&	&	CCONJ
amfbr-2071	255	15	banking	banking	PROPN
amfbr-2071	255	16	review	review	NOUN
amfbr-2071	255	17	8(1	8(1	NOUN
amfbr-2071	255	18	)	)	PUNCT
amfbr-2071	255	19	(	(	PUNCT
amfbr-2071	255	20	2023	2023	NUM
amfbr-2071	255	21	)	)	PUNCT
amfbr-2071	255	22	,	,	PUNCT
amfbr-2071	255	23	1	1	NUM
amfbr-2071	255	24	-	-	SYM
amfbr-2071	255	25	13	13	NUM
amfbr-2071	255	26	9	9	NUM
amfbr-2071	255	27	-.15	-.15	ADJ
amfbr-2071	255	28	-.10	-.10	SYM
amfbr-2071	255	29	-.05	-.05	SYM
amfbr-2071	255	30	.00	.00	NUM
amfbr-2071	255	31	.05	.05	NUM
amfbr-2071	255	32	.10	.10	NUM
amfbr-2071	255	33	.15	.15	NUM
amfbr-2071	255	34	15	15	NUM
amfbr-2071	255	35	16	16	NUM
amfbr-2071	255	36	17	17	NUM
amfbr-2071	255	37	18	18	NUM
amfbr-2071	255	38	19	19	NUM
amfbr-2071	255	39	20	20	NUM
amfbr-2071	255	40	21	21	NUM
amfbr-2071	255	41	22	22	NUM
amfbr-2071	255	42	dji	dji	NOUN
amfbr-2071	255	43	usa	usa	PROPN
amfbr-2071	255	44	figure	figure	NOUN
amfbr-2071	255	45	3	3	NUM
amfbr-2071	255	46	.	.	PUNCT
amfbr-2071	256	1	volatility	volatility	NOUN
amfbr-2071	256	2	clustering	clustering	NOUN
amfbr-2071	256	3	test	test	NOUN
amfbr-2071	256	4	for	for	ADP
amfbr-2071	256	5	usa	usa	PROPN
amfbr-2071	256	6	capital	capital	PROPN
amfbr-2071	256	7	market	market	NOUN
amfbr-2071	256	8	returns	return	NOUN
amfbr-2071	256	9	-.15	-.15	PUNCT
amfbr-2071	256	10	-.10	-.10	SYM
amfbr-2071	256	11	-.05	-.05	SYM
amfbr-2071	256	12	.00	.00	NUM
amfbr-2071	256	13	.05	.05	NUM
amfbr-2071	256	14	.10	.10	NUM
amfbr-2071	256	15	.15	.15	NUM
amfbr-2071	256	16	15	15	NUM
amfbr-2071	256	17	16	16	NUM
amfbr-2071	256	18	17	17	NUM
amfbr-2071	256	19	18	18	NUM
amfbr-2071	256	20	19	19	NUM
amfbr-2071	256	21	20	20	NUM
amfbr-2071	256	22	21	21	NUM
amfbr-2071	256	23	22	22	NUM
amfbr-2071	256	24	dax	dax	PROPN
amfbr-2071	256	25	ger	ger	NOUN
amfbr-2071	256	26	figure	figure	NOUN
amfbr-2071	256	27	4	4	NUM
amfbr-2071	256	28	.	.	PUNCT
amfbr-2071	256	29	volatility	volatility	NOUN
amfbr-2071	256	30	clustering	cluster	VERB
amfbr-2071	256	31	test	test	NOUN
amfbr-2071	256	32	for	for	ADP
amfbr-2071	256	33	germany	germany	PROPN
amfbr-2071	256	34	capital	capital	NOUN
amfbr-2071	256	35	market	market	NOUN
amfbr-2071	256	36	returns	return	NOUN
amfbr-2071	256	37	-.12	-.12	PUNCT
amfbr-2071	256	38	-.08	-.08	PUNCT
amfbr-2071	256	39	-.04	-.04	NUM
amfbr-2071	256	40	.00	.00	NUM
amfbr-2071	256	41	.04	.04	NUM
amfbr-2071	256	42	.08	.08	NUM
amfbr-2071	256	43	15	15	NUM
amfbr-2071	256	44	16	16	NUM
amfbr-2071	256	45	17	17	NUM
amfbr-2071	256	46	18	18	NUM
amfbr-2071	256	47	19	19	NUM
amfbr-2071	256	48	20	20	NUM
amfbr-2071	256	49	21	21	NUM
amfbr-2071	256	50	22	22	NUM
amfbr-2071	256	51	dfm	dfm	PROPN
amfbr-2071	256	52	uae	uae	PROPN
amfbr-2071	256	53	figure	figure	NOUN
amfbr-2071	256	54	5	5	NUM
amfbr-2071	256	55	.	.	PUNCT
amfbr-2071	257	1	volatility	volatility	NOUN
amfbr-2071	257	2	clustering	cluster	VERB
amfbr-2071	257	3	test	test	NOUN
amfbr-2071	257	4	for	for	ADP
amfbr-2071	257	5	uae	uae	PROPN
amfbr-2071	257	6	capital	capital	NOUN
amfbr-2071	257	7	market	market	NOUN
amfbr-2071	257	8	returns	return	NOUN
amfbr-2071	257	9	agwu	agwu	PROPN
amfbr-2071	257	10	,	,	PUNCT
amfbr-2071	257	11	american	american	PROPN
amfbr-2071	257	12	finance	finance	PROPN
amfbr-2071	257	13	&	&	CCONJ
amfbr-2071	257	14	banking	banking	PROPN
amfbr-2071	257	15	review	review	NOUN
amfbr-2071	257	16	8(1	8(1	NOUN
amfbr-2071	257	17	)	)	PUNCT
amfbr-2071	257	18	(	(	PUNCT
amfbr-2071	257	19	2023	2023	NUM
amfbr-2071	257	20	)	)	PUNCT
amfbr-2071	257	21	,	,	PUNCT
amfbr-2071	257	22	1	1	NUM
amfbr-2071	257	23	-	-	SYM
amfbr-2071	257	24	13	13	NUM
amfbr-2071	257	25	10	10	NUM
amfbr-2071	257	26	-.10	-.10	PUNCT
amfbr-2071	257	27	-.08	-.08	PUNCT
amfbr-2071	257	28	-.06	-.06	PUNCT
amfbr-2071	257	29	-.04	-.04	PROPN
amfbr-2071	257	30	-.02	-.02	NUM
amfbr-2071	257	31	.00	.00	NUM
amfbr-2071	257	32	.02	.02	NUM
amfbr-2071	257	33	.04	.04	NUM
amfbr-2071	257	34	.06	.06	NUM
amfbr-2071	257	35	.08	.08	NUM
amfbr-2071	257	36	15	15	NUM
amfbr-2071	257	37	16	16	NUM
amfbr-2071	257	38	17	17	NUM
amfbr-2071	257	39	18	18	NUM
amfbr-2071	257	40	19	19	NUM
amfbr-2071	257	41	20	20	NUM
amfbr-2071	257	42	21	21	NUM
amfbr-2071	257	43	22	22	NUM
amfbr-2071	257	44	csi	csi	ADJ
amfbr-2071	257	45	ch	ch	NOUN
amfbr-2071	257	46	figure	figure	NOUN
amfbr-2071	257	47	6	6	NUM
amfbr-2071	257	48	.	.	PUNCT
amfbr-2071	258	1	volatility	volatility	NOUN
amfbr-2071	258	2	clustering	cluster	VERB
amfbr-2071	258	3	test	test	NOUN
amfbr-2071	258	4	for	for	ADP
amfbr-2071	258	5	china	china	PROPN
amfbr-2071	258	6	capital	capital	PROPN
amfbr-2071	258	7	market	market	NOUN
amfbr-2071	258	8	returns	return	VERB
amfbr-2071	258	9	a	a	DET
amfbr-2071	258	10	cursory	cursory	NOUN
amfbr-2071	258	11	look	look	NOUN
amfbr-2071	258	12	at	at	ADP
amfbr-2071	258	13	figures	figure	NOUN
amfbr-2071	258	14	1	1	NUM
amfbr-2071	258	15	-	-	SYM
amfbr-2071	258	16	6	6	NUM
amfbr-2071	258	17	revealed	reveal	VERB
amfbr-2071	258	18	as	as	SCONJ
amfbr-2071	258	19	follows	follow	VERB
amfbr-2071	258	20	;	;	PUNCT
amfbr-2071	258	21	that	that	SCONJ
amfbr-2071	258	22	nigeria	nigeria	PROPN
amfbr-2071	258	23	and	and	CCONJ
amfbr-2071	258	24	south	south	PROPN
amfbr-2071	258	25	africa	africa	PROPN
amfbr-2071	258	26	exhibited	exhibit	VERB
amfbr-2071	258	27	wide	wide	ADJ
amfbr-2071	258	28	swings	swing	NOUN
amfbr-2071	258	29	for	for	ADP
amfbr-2071	258	30	almost	almost	ADV
amfbr-2071	258	31	all	all	DET
amfbr-2071	258	32	the	the	DET
amfbr-2071	258	33	period	period	NOUN
amfbr-2071	258	34	under	under	ADP
amfbr-2071	258	35	study	study	NOUN
amfbr-2071	258	36	though	though	ADV
amfbr-2071	258	37	at	at	ADP
amfbr-2071	258	38	a	a	DET
amfbr-2071	258	39	reduced	reduce	VERB
amfbr-2071	258	40	rate	rate	NOUN
amfbr-2071	258	41	in	in	ADP
amfbr-2071	258	42	south	south	PROPN
amfbr-2071	258	43	africa	africa	PROPN
amfbr-2071	258	44	,	,	PUNCT
amfbr-2071	258	45	suggesting	suggest	VERB
amfbr-2071	258	46	that	that	SCONJ
amfbr-2071	258	47	in	in	ADP
amfbr-2071	258	48	the	the	DET
amfbr-2071	258	49	two	two	NUM
amfbr-2071	258	50	african	african	ADJ
amfbr-2071	258	51	countries	country	NOUN
amfbr-2071	258	52	,	,	PUNCT
amfbr-2071	258	53	periods	period	NOUN
amfbr-2071	258	54	of	of	ADP
amfbr-2071	258	55	high	high	ADJ
amfbr-2071	258	56	volatility	volatility	NOUN
amfbr-2071	258	57	are	be	AUX
amfbr-2071	258	58	followed	follow	VERB
amfbr-2071	258	59	be	be	VERB
amfbr-2071	258	60	the	the	DET
amfbr-2071	258	61	same	same	ADJ
amfbr-2071	258	62	magnitude	magnitude	NOUN
amfbr-2071	258	63	of	of	ADP
amfbr-2071	258	64	volatility	volatility	NOUN
amfbr-2071	258	65	for	for	ADP
amfbr-2071	258	66	a	a	DET
amfbr-2071	258	67	prolonged	prolonged	ADJ
amfbr-2071	258	68	period	period	NOUN
amfbr-2071	258	69	.	.	PUNCT
amfbr-2071	259	1	for	for	ADP
amfbr-2071	259	2	the	the	DET
amfbr-2071	259	3	usa	usa	PROPN
amfbr-2071	259	4	market	market	NOUN
amfbr-2071	259	5	,	,	PUNCT
amfbr-2071	259	6	it	it	PRON
amfbr-2071	259	7	exhibited	exhibit	VERB
amfbr-2071	259	8	a	a	DET
amfbr-2071	259	9	period	period	NOUN
amfbr-2071	259	10	of	of	ADP
amfbr-2071	259	11	relative	relative	ADJ
amfbr-2071	259	12	tranquility	tranquility	NOUN
amfbr-2071	259	13	from	from	ADP
amfbr-2071	259	14	may	may	PROPN
amfbr-2071	259	15	2015	2015	NUM
amfbr-2071	259	16	to	to	PART
amfbr-2071	259	17	last	last	ADJ
amfbr-2071	259	18	quarter	quarter	NOUN
amfbr-2071	259	19	of	of	ADP
amfbr-2071	259	20	2019	2019	NUM
amfbr-2071	259	21	,	,	PUNCT
amfbr-2071	259	22	intercepted	intercept	VERB
amfbr-2071	259	23	with	with	ADP
amfbr-2071	259	24	high	high	ADJ
amfbr-2071	259	25	volatility	volatility	NOUN
amfbr-2071	259	26	close	close	ADV
amfbr-2071	259	27	to	to	ADP
amfbr-2071	259	28	the	the	DET
amfbr-2071	259	29	end	end	NOUN
amfbr-2071	259	30	of	of	ADP
amfbr-2071	259	31	2019	2019	NUM
amfbr-2071	259	32	to	to	ADP
amfbr-2071	259	33	2020	2020	NUM
amfbr-2071	259	34	.	.	PUNCT
amfbr-2071	260	1	it	it	PRON
amfbr-2071	260	2	then	then	ADV
amfbr-2071	260	3	witnessed	witness	VERB
amfbr-2071	260	4	another	another	DET
amfbr-2071	260	5	calmness	calmness	NOUN
amfbr-2071	260	6	from	from	ADP
amfbr-2071	260	7	2020	2020	NUM
amfbr-2071	260	8	to	to	ADP
amfbr-2071	260	9	2022	2022	NUM
amfbr-2071	260	10	.	.	PUNCT
amfbr-2071	261	1	germany	germany	PROPN
amfbr-2071	261	2	and	and	CCONJ
amfbr-2071	261	3	uae	uae	PROPN
amfbr-2071	261	4	appear	appear	VERB
amfbr-2071	261	5	to	to	PART
amfbr-2071	261	6	be	be	AUX
amfbr-2071	261	7	relatively	relatively	ADV
amfbr-2071	261	8	calm	calm	ADJ
amfbr-2071	261	9	in	in	ADP
amfbr-2071	261	10	their	their	PRON
amfbr-2071	261	11	respective	respective	ADJ
amfbr-2071	261	12	markets	market	NOUN
amfbr-2071	261	13	,	,	PUNCT
amfbr-2071	261	14	though	though	SCONJ
amfbr-2071	261	15	with	with	ADP
amfbr-2071	261	16	seemingly	seemingly	ADV
amfbr-2071	261	17	exceptionally	exceptionally	ADV
amfbr-2071	261	18	low	low	ADJ
amfbr-2071	261	19	volatility	volatility	NOUN
amfbr-2071	261	20	in	in	ADP
amfbr-2071	261	21	uae	uae	PROPN
amfbr-2071	261	22	as	as	SCONJ
amfbr-2071	261	23	indicated	indicate	VERB
amfbr-2071	261	24	in	in	ADP
amfbr-2071	261	25	the	the	DET
amfbr-2071	261	26	small	small	ADJ
amfbr-2071	261	27	positive	positive	ADJ
amfbr-2071	261	28	and	and	CCONJ
amfbr-2071	261	29	negative	negative	ADJ
amfbr-2071	261	30	returns	return	NOUN
amfbr-2071	261	31	.	.	PUNCT
amfbr-2071	262	1	it	it	PRON
amfbr-2071	262	2	followed	follow	VERB
amfbr-2071	262	3	with	with	ADP
amfbr-2071	262	4	high	high	ADJ
amfbr-2071	262	5	volatility	volatility	NOUN
amfbr-2071	262	6	occasioned	occasion	VERB
amfbr-2071	262	7	by	by	ADP
amfbr-2071	262	8	large	large	ADJ
amfbr-2071	262	9	positive	positive	ADJ
amfbr-2071	262	10	and	and	CCONJ
amfbr-2071	262	11	negative	negative	ADJ
amfbr-2071	262	12	returns	return	NOUN
amfbr-2071	262	13	close	close	ADJ
amfbr-2071	262	14	to	to	PART
amfbr-2071	262	15	end	end	NOUN
amfbr-2071	262	16	of	of	ADP
amfbr-2071	262	17	2019	2019	NUM
amfbr-2071	262	18	(	(	PUNCT
amfbr-2071	262	19	short	short	ADJ
amfbr-2071	262	20	and	and	CCONJ
amfbr-2071	262	21	long	long	ADJ
amfbr-2071	262	22	)	)	PUNCT
amfbr-2071	262	23	then	then	ADV
amfbr-2071	262	24	return	return	VERB
amfbr-2071	262	25	to	to	ADP
amfbr-2071	262	26	period	period	NOUN
amfbr-2071	262	27	of	of	ADP
amfbr-2071	262	28	calmness	calmness	NOUN
amfbr-2071	262	29	from	from	ADP
amfbr-2071	262	30	2020	2020	NUM
amfbr-2071	262	31	to	to	ADP
amfbr-2071	262	32	2022	2022	NUM
amfbr-2071	262	33	.	.	PUNCT
amfbr-2071	263	1	china	china	PROPN
amfbr-2071	263	2	showed	show	VERB
amfbr-2071	263	3	period	period	NOUN
amfbr-2071	263	4	of	of	ADP
amfbr-2071	263	5	high	high	ADJ
amfbr-2071	263	6	volatility	volatility	NOUN
amfbr-2071	263	7	from	from	ADP
amfbr-2071	263	8	2015	2015	NUM
amfbr-2071	263	9	to	to	ADP
amfbr-2071	263	10	2016	2016	NUM
amfbr-2071	263	11	,	,	PUNCT
amfbr-2071	263	12	then	then	ADV
amfbr-2071	263	13	at	at	ADP
amfbr-2071	263	14	a	a	DET
amfbr-2071	263	15	reduced	reduce	VERB
amfbr-2071	263	16	rate	rate	NOUN
amfbr-2071	263	17	from	from	ADP
amfbr-2071	263	18	2016	2016	NUM
amfbr-2071	263	19	to	to	ADP
amfbr-2071	263	20	2017	2017	NUM
amfbr-2071	263	21	.	.	PUNCT
amfbr-2071	264	1	thereafter	thereafter	ADV
amfbr-2071	264	2	china	china	PROPN
amfbr-2071	264	3	market	market	PROPN
amfbr-2071	264	4	exhibited	exhibit	VERB
amfbr-2071	264	5	a	a	DET
amfbr-2071	264	6	prolonged	prolonged	ADJ
amfbr-2071	264	7	period	period	NOUN
amfbr-2071	264	8	with	with	ADP
amfbr-2071	264	9	high	high	ADJ
amfbr-2071	264	10	volatility	volatility	NOUN
amfbr-2071	264	11	due	due	ADP
amfbr-2071	264	12	to	to	ADP
amfbr-2071	264	13	large	large	ADJ
amfbr-2071	264	14	positive	positive	ADJ
amfbr-2071	264	15	and	and	CCONJ
amfbr-2071	264	16	negative	negative	ADJ
amfbr-2071	264	17	from	from	ADP
amfbr-2071	264	18	2017	2017	NUM
amfbr-2071	264	19	to	to	ADP
amfbr-2071	264	20	2022.the	2022.the	DET
amfbr-2071	264	21	implication	implication	NOUN
amfbr-2071	264	22	of	of	ADP
amfbr-2071	264	23	the	the	DET
amfbr-2071	264	24	above	above	ADJ
amfbr-2071	264	25	stylized	stylize	VERB
amfbr-2071	264	26	movements	movement	NOUN
amfbr-2071	264	27	is	be	AUX
amfbr-2071	264	28	that	that	SCONJ
amfbr-2071	264	29	all	all	DET
amfbr-2071	264	30	the	the	DET
amfbr-2071	264	31	countries	country	NOUN
amfbr-2071	264	32	under	under	ADP
amfbr-2071	264	33	study	study	NOUN
amfbr-2071	264	34	exhibited	exhibit	VERB
amfbr-2071	264	35	property	property	NOUN
amfbr-2071	264	36	of	of	ADP
amfbr-2071	264	37	stock	stock	NOUN
amfbr-2071	264	38	returns	return	NOUN
amfbr-2071	264	39	distribution	distribution	NOUN
amfbr-2071	264	40	called	call	VERB
amfbr-2071	264	41	volatility	volatility	NOUN
amfbr-2071	264	42	clustering	clustering	NOUN
amfbr-2071	264	43	or	or	CCONJ
amfbr-2071	264	44	volatility	volatility	NOUN
amfbr-2071	264	45	pooling	pooling	NOUN
amfbr-2071	264	46	;	;	PUNCT
amfbr-2071	264	47	a	a	DET
amfbr-2071	264	48	kind	kind	NOUN
amfbr-2071	264	49	of	of	ADP
amfbr-2071	264	50	heteroscedasticity	heteroscedasticity	NOUN
amfbr-2071	264	51	.	.	PUNCT
amfbr-2071	265	1	this	this	PRON
amfbr-2071	265	2	means	mean	VERB
amfbr-2071	265	3	that	that	SCONJ
amfbr-2071	265	4	volatility	volatility	NOUN
amfbr-2071	265	5	shocks	shock	VERB
amfbr-2071	265	6	in	in	ADP
amfbr-2071	265	7	the	the	DET
amfbr-2071	265	8	current	current	ADJ
amfbr-2071	265	9	period	period	NOUN
amfbr-2071	265	10	influence	influence	VERB
amfbr-2071	265	11	the	the	DET
amfbr-2071	265	12	expectation	expectation	NOUN
amfbr-2071	265	13	of	of	ADP
amfbr-2071	265	14	volatility	volatility	NOUN
amfbr-2071	265	15	in	in	ADP
amfbr-2071	265	16	some	some	DET
amfbr-2071	265	17	periods	period	NOUN
amfbr-2071	265	18	in	in	ADP
amfbr-2071	265	19	the	the	DET
amfbr-2071	265	20	future	future	NOUN
amfbr-2071	265	21	.	.	PUNCT
amfbr-2071	266	1	therefore	therefore	ADV
amfbr-2071	266	2	,	,	PUNCT
amfbr-2071	266	3	persistent	persistent	ADJ
amfbr-2071	266	4	volatility	volatility	NOUN
amfbr-2071	266	5	clustering	clustering	NOUN
amfbr-2071	266	6	suggests	suggest	VERB
amfbr-2071	266	7	weak	weak	ADJ
amfbr-2071	266	8	form	form	NOUN
amfbr-2071	266	9	inefficiency	inefficiency	NOUN
amfbr-2071	266	10	(	(	PUNCT
amfbr-2071	266	11	okpara	okpara	NOUN
amfbr-2071	266	12	,	,	PUNCT
amfbr-2071	266	13	2010	2010	NUM
amfbr-2071	266	14	)	)	PUNCT
amfbr-2071	266	15	.	.	PUNCT
amfbr-2071	267	1	finally	finally	ADV
amfbr-2071	267	2	,	,	PUNCT
amfbr-2071	267	3	to	to	PART
amfbr-2071	267	4	parameterize	parameterize	VERB
amfbr-2071	267	5	the	the	DET
amfbr-2071	267	6	suspected	suspect	VERB
amfbr-2071	267	7	arch	arch	ADJ
amfbr-2071	267	8	effects	effect	NOUN
amfbr-2071	267	9	,	,	PUNCT
amfbr-2071	267	10	the	the	DET
amfbr-2071	267	11	researcher	researcher	NOUN
amfbr-2071	267	12	employed	employ	VERB
amfbr-2071	267	13	egarch	egarch	NOUN
amfbr-2071	267	14	.	.	PUNCT
amfbr-2071	268	1	table	table	NOUN
amfbr-2071	268	2	7	7	NUM
amfbr-2071	268	3	.	.	PUNCT
amfbr-2071	268	4	estimation	estimation	NOUN
amfbr-2071	268	5	of	of	ADP
amfbr-2071	268	6	models	model	NOUN
amfbr-2071	268	7	using	use	VERB
amfbr-2071	268	8	egarch	egarch	NOUN
amfbr-2071	268	9	parameter	parameter	NOUN
amfbr-2071	268	10	estimates	estimate	NOUN
amfbr-2071	268	11	asi_ng	asi_ng	X
amfbr-2071	268	12	jse_sa	jse_sa	PUNCT
amfbr-2071	269	1	dji_usa	dji_usa	INTJ
amfbr-2071	270	1	dax_ger	dax_ger	PROPN
amfbr-2071	270	2	dfm_uae	dfm_uae	PROPN
amfbr-2071	271	1	csi_ch	csi_ch	X
amfbr-2071	271	2	mean	mean	VERB
amfbr-2071	271	3	eqn	eqn	VERB
amfbr-2071	271	4	𝝎	𝝎	DET
amfbr-2071	271	5	-3.38e-05	-3.38e-05	PROPN
amfbr-2071	272	1	*	*	PUNCT
amfbr-2071	273	1	0.8581	0.8581	NUM
amfbr-2071	273	2	-0.000159	-0.000159	X
amfbr-2071	274	1	*	*	PUNCT
amfbr-2071	274	2	0.5014	0.5014	NUM
amfbr-2071	274	3	0.000456	0.000456	NUM
amfbr-2071	274	4	*	*	SYM
amfbr-2071	274	5	0.0082	0.0082	NUM
amfbr-2071	274	6	8.27e-05	8.27e-05	NUM
amfbr-2071	274	7	*	*	SYM
amfbr-2071	274	8	0.7191	0.7191	NUM
amfbr-2071	274	9	-0.000245	-0.000245	NOUN
amfbr-2071	274	10	*	*	PUNCT
amfbr-2071	274	11	0.2556	0.2556	NUM
amfbr-2071	274	12	-0.000232	-0.000232	NOUN
amfbr-2071	274	13	*	*	PUNCT
amfbr-2071	274	14	0.5339	0.5339	NUM
amfbr-2071	274	15	variance	variance	NOUN
amfbr-2071	274	16	eqn	eqn	NOUN
amfbr-2071	274	17	𝝎	𝝎	DET
amfbr-2071	274	18	-1.414485	-1.414485	NOUN
amfbr-2071	274	19	*	*	PUNCT
amfbr-2071	274	20	0.0000	0.0000	NUM
amfbr-2071	274	21	-0.470631	-0.470631	NOUN
amfbr-2071	275	1	*	*	NOUN
amfbr-2071	275	2	0.0000	0.0000	NUM
amfbr-2071	275	3	-0.665371	-0.665371	NOUN
amfbr-2071	276	1	*	*	NOUN
amfbr-2071	276	2	0.0000	0.0000	NUM
amfbr-2071	276	3	-0.321961	-0.321961	NOUN
amfbr-2071	276	4	*	*	PUNCT
amfbr-2071	276	5	0.0000	0.0000	NUM
amfbr-2071	276	6	-0.581535	-0.581535	NOUN
amfbr-2071	276	7	*	*	NOUN
amfbr-2071	276	8	0.0000	0.0000	NUM
amfbr-2071	276	9	-0.332935	-0.332935	X
amfbr-2071	277	1	*	*	PUNCT
amfbr-2071	277	2	0.0000	0.0000	NUM
amfbr-2071	277	3	𝜶	𝜶	ADP
amfbr-2071	277	4	0.347470	0.347470	NUM
amfbr-2071	277	5	*	*	PUNCT
amfbr-2071	277	6	0.0000	0.0000	NUM
amfbr-2071	277	7	0.140742	0.140742	NUM
amfbr-2071	277	8	*	*	PUNCT
amfbr-2071	277	9	0.0000	0.0000	NUM
amfbr-2071	277	10	0.266303	0.266303	NUM
amfbr-2071	277	11	*	*	PUNCT
amfbr-2071	277	12	0.0000	0.0000	NUM
amfbr-2071	277	13	0.110266	0.110266	NUM
amfbr-2071	277	14	*	*	PUNCT
amfbr-2071	277	15	0.0000	0.0000	NUM
amfbr-2071	277	16	0.229345	0.229345	NUM
amfbr-2071	277	17	*	*	PUNCT
amfbr-2071	277	18	0.0000	0.0000	NUM
amfbr-2071	277	19	0.156009	0.156009	NUM
amfbr-2071	277	20	*	*	PUNCT
amfbr-2071	277	21	0.0000	0.0000	NUM
amfbr-2071	277	22	𝜸	𝜸	ADP
amfbr-2071	277	23	0.064907	0.064907	NUM
amfbr-2071	277	24	*	*	PUNCT
amfbr-2071	277	25	0.0000	0.0000	NUM
amfbr-2071	277	26	-0.127483	-0.127483	NOUN
amfbr-2071	277	27	*	*	PUNCT
amfbr-2071	277	28	0.0000	0.0000	NUM
amfbr-2071	277	29	-0.156859	-0.156859	X
amfbr-2071	278	1	*	*	PUNCT
amfbr-2071	278	2	0.0000	0.0000	NUM
amfbr-2071	278	3	-0.140435	-0.140435	NOUN
amfbr-2071	279	1	*	*	PUNCT
amfbr-2071	279	2	0.0000	0.0000	NUM
amfbr-2071	279	3	-0.076695	-0.076695	NOUN
amfbr-2071	279	4	*	*	PUNCT
amfbr-2071	279	5	0.0000	0.0000	NUM
amfbr-2071	279	6	-0.048037	-0.048037	VERB
amfbr-2071	279	7	*	*	PUNCT
amfbr-2071	279	8	0.0000	0.0000	NUM
amfbr-2071	279	9	𝜷	𝜷	SYM
amfbr-2071	279	10	0.877592	0.877592	NUM
amfbr-2071	279	11	*	*	PUNCT
amfbr-2071	279	12	0.0000	0.0000	NUM
amfbr-2071	279	13	0.959430	0.959430	NUM
amfbr-2071	279	14	*	*	PUNCT
amfbr-2071	279	15	0.0000	0.0000	NUM
amfbr-2071	279	16	0.951391	0.951391	NUM
amfbr-2071	280	1	*	*	PUNCT
amfbr-2071	280	2	0.0000	0.0000	NUM
amfbr-2071	280	3	0.973487	0.973487	NUM
amfbr-2071	280	4	*	*	PUNCT
amfbr-2071	280	5	0.0000	0.0000	NUM
amfbr-2071	280	6	0.955486	0.955486	NUM
amfbr-2071	280	7	*	*	PUNCT
amfbr-2071	280	8	0.0000	0.0000	NUM
amfbr-2071	280	9	0.973788	0.973788	NUM
amfbr-2071	280	10	*	*	SYM
amfbr-2071	280	11	0.0000	0.0000	NUM
amfbr-2071	280	12	log	log	NOUN
amfbr-2071	280	13	likelihood	likelihood	NOUN
amfbr-2071	280	14	5896.634	5896.634	NUM
amfbr-2071	281	1	5685.763	5685.763	NUM
amfbr-2071	281	2	6017.993	6017.993	NUM
amfbr-2071	282	1	5588.811	5588.811	NUM
amfbr-2071	282	2	5698.353	5698.353	NUM
amfbr-2071	282	3	4709.026	4709.026	NUM
amfbr-2071	282	4	dw	dw	NOUN
amfbr-2071	282	5	stat	stat	PROPN
amfbr-2071	282	6	1.879809	1.879809	NUM
amfbr-2071	282	7	2.079733	2.079733	NUM
amfbr-2071	282	8	2.301931	2.301931	NUM
amfbr-2071	282	9	2.001128	2.001128	NUM
amfbr-2071	282	10	2.011089	2.011089	NUM
amfbr-2071	282	11	1.933793	1.933793	NUM
amfbr-2071	282	12	aic	aic	PROPN
amfbr-2071	282	13	-6.716801	-6.716801	PROPN
amfbr-2071	282	14	-6.163606	-6.163606	PROPN
amfbr-2071	282	15	-6.736127	-6.736127	NOUN
amfbr-2071	282	16	-6.213480	-6.213480	NOUN
amfbr-2071	282	17	-6.432037	-6.432037	PROPN
amfbr-2071	282	18	-5.452784	-5.452784	VERB
amfbr-2071	282	19	sic	sic	ADJ
amfbr-2071	282	20	-6.698091	-6.698091	PROPN
amfbr-2071	282	21	-6.145638	-6.145638	PROPN
amfbr-2071	282	22	-6.717682	-6.717682	PROPN
amfbr-2071	283	1	-6.195136	-6.195136	PROPN
amfbr-2071	283	2	-6.413465	-6.413465	PROPN
amfbr-2071	283	3	-5.433817	-5.433817	PROPN
amfbr-2071	283	4	arch	arch	VERB
amfbr-2071	283	5	lm	lm	PROPN
amfbr-2071	283	6	test	test	VERB
amfbr-2071	283	7	0.6936	0.6936	NUM
amfbr-2071	283	8	0.2390	0.2390	NUM
amfbr-2071	283	9	0.6489	0.6489	NUM
amfbr-2071	283	10	0.3767	0.3767	NUM
amfbr-2071	283	11	0.4996	0.4996	NUM
amfbr-2071	283	12	0.6379	0.6379	NUM
amfbr-2071	283	13	*	*	PUNCT
amfbr-2071	283	14	probability	probability	NOUN
amfbr-2071	283	15	values	value	NOUN
amfbr-2071	283	16	table	table	VERB
amfbr-2071	283	17	7	7	NUM
amfbr-2071	283	18	shows	show	VERB
amfbr-2071	283	19	that	that	SCONJ
amfbr-2071	283	20	the	the	DET
amfbr-2071	283	21	leverage	leverage	NOUN
amfbr-2071	283	22	effects	effect	NOUN
amfbr-2071	283	23	or	or	CCONJ
amfbr-2071	283	24	asymmetric	asymmetric	ADJ
amfbr-2071	283	25	parameter	parameter	NOUN
amfbr-2071	283	26	𝛾	𝛾	PROPN
amfbr-2071	283	27	are	be	AUX
amfbr-2071	283	28	negative	negative	ADJ
amfbr-2071	283	29	and	and	CCONJ
amfbr-2071	283	30	significant	significant	ADJ
amfbr-2071	283	31	for	for	ADP
amfbr-2071	283	32	usa	usa	PROPN
amfbr-2071	283	33	.	.	PROPN
amfbr-2071	283	34	south	south	PROPN
amfbr-2071	283	35	africa	africa	PROPN
amfbr-2071	283	36	,	,	PUNCT
amfbr-2071	283	37	germany	germany	PROPN
amfbr-2071	283	38	,	,	PUNCT
amfbr-2071	283	39	uae	uae	PROPN
amfbr-2071	283	40	,	,	PUNCT
amfbr-2071	283	41	and	and	CCONJ
amfbr-2071	283	42	china	china	PROPN
amfbr-2071	283	43	markets	market	NOUN
amfbr-2071	283	44	,	,	PUNCT
amfbr-2071	283	45	suggesting	suggest	VERB
amfbr-2071	283	46	presence	presence	NOUN
amfbr-2071	283	47	of	of	ADP
amfbr-2071	283	48	leverage	leverage	NOUN
amfbr-2071	283	49	effects	effect	NOUN
amfbr-2071	283	50	in	in	ADP
amfbr-2071	283	51	the	the	DET
amfbr-2071	283	52	markets	market	NOUN
amfbr-2071	283	53	,	,	PUNCT
amfbr-2071	283	54	implying	imply	VERB
amfbr-2071	283	55	that	that	SCONJ
amfbr-2071	283	56	bad	bad	ADJ
amfbr-2071	283	57	or	or	CCONJ
amfbr-2071	283	58	negative	negative	ADJ
amfbr-2071	283	59	news	news	NOUN
amfbr-2071	283	60	cause	cause	VERB
amfbr-2071	283	61	more	more	ADJ
amfbr-2071	283	62	volatility	volatility	NOUN
amfbr-2071	283	63	than	than	ADP
amfbr-2071	283	64	good	good	ADJ
amfbr-2071	283	65	or	or	CCONJ
amfbr-2071	283	66	positive	positive	ADJ
amfbr-2071	283	67	news	news	NOUN
amfbr-2071	283	68	of	of	ADP
amfbr-2071	283	69	the	the	DET
amfbr-2071	283	70	same	same	ADJ
amfbr-2071	283	71	magnitude	magnitude	NOUN
amfbr-2071	283	72	.	.	PUNCT
amfbr-2071	284	1	for	for	ADP
amfbr-2071	284	2	nigeria	nigeria	PROPN
amfbr-2071	284	3	,	,	PUNCT
amfbr-2071	284	4	the	the	DET
amfbr-2071	284	5	asymmetric	asymmetric	ADJ
amfbr-2071	284	6	coefficient	coefficient	NOUN
amfbr-2071	284	7	𝛾	𝛾	NOUN
amfbr-2071	284	8	is	be	AUX
amfbr-2071	284	9	positive	positive	ADJ
amfbr-2071	284	10	and	and	CCONJ
amfbr-2071	284	11	significant	significant	ADJ
amfbr-2071	284	12	,	,	PUNCT
amfbr-2071	284	13	indicating	indicate	VERB
amfbr-2071	284	14	that	that	SCONJ
amfbr-2071	284	15	good	good	ADJ
amfbr-2071	284	16	news	news	NOUN
amfbr-2071	284	17	has	have	VERB
amfbr-2071	284	18	more	more	ADJ
amfbr-2071	284	19	impact	impact	NOUN
amfbr-2071	284	20	on	on	ADP
amfbr-2071	284	21	volatility	volatility	NOUN
amfbr-2071	284	22	than	than	ADP
amfbr-2071	284	23	bad	bad	ADJ
amfbr-2071	284	24	news	news	NOUN
amfbr-2071	284	25	of	of	ADP
amfbr-2071	284	26	equal	equal	ADJ
amfbr-2071	284	27	magnitude	magnitude	NOUN
amfbr-2071	284	28	.	.	PUNCT
amfbr-2071	285	1	this	this	PRON
amfbr-2071	285	2	contradicts	contradict	VERB
amfbr-2071	285	3	or	or	CCONJ
amfbr-2071	285	4	invalidates	invalidate	VERB
amfbr-2071	285	5	the	the	DET
amfbr-2071	285	6	leverage	leverage	NOUN
amfbr-2071	285	7	effect	effect	NOUN
amfbr-2071	285	8	theory	theory	NOUN
amfbr-2071	285	9	which	which	PRON
amfbr-2071	285	10	states	state	VERB
amfbr-2071	285	11	that	that	SCONJ
amfbr-2071	285	12	the	the	DET
amfbr-2071	285	13	effect	effect	NOUN
amfbr-2071	285	14	of	of	ADP
amfbr-2071	285	15	bad	bad	ADJ
amfbr-2071	285	16	news	news	NOUN
amfbr-2071	285	17	on	on	ADP
amfbr-2071	285	18	volatility	volatility	NOUN
amfbr-2071	285	19	is	be	AUX
amfbr-2071	285	20	higher	high	ADJ
amfbr-2071	285	21	than	than	ADP
amfbr-2071	285	22	the	the	DET
amfbr-2071	285	23	effect	effect	NOUN
amfbr-2071	285	24	of	of	ADP
amfbr-2071	285	25	good	good	ADJ
amfbr-2071	285	26	news	news	NOUN
amfbr-2071	285	27	of	of	ADP
amfbr-2071	285	28	the	the	DET
amfbr-2071	285	29	same	same	ADJ
amfbr-2071	285	30	magnitude	magnitude	NOUN
amfbr-2071	285	31	.	.	PUNCT
amfbr-2071	286	1	furthermore	furthermore	ADV
amfbr-2071	286	2	,	,	PUNCT
amfbr-2071	286	3	the	the	DET
amfbr-2071	286	4	persistent	persistent	ADJ
amfbr-2071	286	5	parameter	parameter	NOUN
amfbr-2071	286	6	β	β	PROPN
amfbr-2071	286	7	is	be	AUX
amfbr-2071	286	8	positive	positive	ADJ
amfbr-2071	286	9	and	and	CCONJ
amfbr-2071	286	10	significant	significant	ADJ
amfbr-2071	286	11	,	,	PUNCT
amfbr-2071	286	12	also	also	ADV
amfbr-2071	286	13	are	be	AUX
amfbr-2071	286	14	relatively	relatively	ADV
amfbr-2071	286	15	large	large	ADJ
amfbr-2071	286	16	for	for	ADP
amfbr-2071	286	17	all	all	DET
amfbr-2071	286	18	the	the	DET
amfbr-2071	286	19	markets	market	NOUN
amfbr-2071	286	20	under	under	ADP
amfbr-2071	286	21	study	study	NOUN
amfbr-2071	286	22	,	,	PUNCT
amfbr-2071	286	23	indicating	indicate	VERB
amfbr-2071	286	24	that	that	SCONJ
amfbr-2071	286	25	the	the	DET
amfbr-2071	286	26	various	various	ADJ
amfbr-2071	286	27	capital	capital	NOUN
amfbr-2071	286	28	market	market	NOUN
amfbr-2071	286	29	volatility	volatility	NOUN
amfbr-2071	286	30	is	be	AUX
amfbr-2071	286	31	persistent	persistent	ADJ
amfbr-2071	286	32	,	,	PUNCT
amfbr-2071	286	33	confirming	confirm	VERB
amfbr-2071	286	34	that	that	SCONJ
amfbr-2071	286	35	volatility	volatility	NOUN
amfbr-2071	286	36	takes	take	VERB
amfbr-2071	286	37	a	a	DET
amfbr-2071	286	38	long	long	ADJ
amfbr-2071	286	39	time	time	NOUN
amfbr-2071	286	40	to	to	PART
amfbr-2071	286	41	die	die	VERB
amfbr-2071	286	42	following	follow	VERB
amfbr-2071	286	43	the	the	DET
amfbr-2071	286	44	crisis	crisis	NOUN
amfbr-2071	286	45	in	in	ADP
amfbr-2071	286	46	the	the	DET
amfbr-2071	286	47	respective	respective	ADJ
amfbr-2071	286	48	markets	market	NOUN
amfbr-2071	286	49	.	.	PUNCT
amfbr-2071	287	1	magnitude	magnitude	ADJ
amfbr-2071	287	2	effect	effect	NOUN
amfbr-2071	287	3	(	(	PUNCT
amfbr-2071	287	4	∝	∝	NOUN
amfbr-2071	287	5	)	)	PUNCT
amfbr-2071	287	6	(	(	PUNCT
amfbr-2071	287	7	volatility	volatility	NOUN
amfbr-2071	287	8	clustering	clustering	NOUN
amfbr-2071	287	9	)	)	PUNCT
amfbr-2071	287	10	coefficient	coefficient	NOUN
amfbr-2071	287	11	of	of	ADP
amfbr-2071	287	12	egarch	egarch	NOUN
amfbr-2071	287	13	is	be	AUX
amfbr-2071	287	14	positive	positive	ADJ
amfbr-2071	287	15	and	and	CCONJ
amfbr-2071	287	16	significant	significant	ADJ
amfbr-2071	287	17	.	.	PUNCT
amfbr-2071	288	1	that	that	PRON
amfbr-2071	288	2	means	mean	VERB
amfbr-2071	288	3	the	the	DET
amfbr-2071	288	4	conditional	conditional	ADJ
amfbr-2071	288	5	volatility	volatility	NOUN
amfbr-2071	288	6	will	will	AUX
amfbr-2071	288	7	rise	rise	VERB
amfbr-2071	288	8	or	or	CCONJ
amfbr-2071	288	9	fall	fall	VERB
amfbr-2071	288	10	when	when	SCONJ
amfbr-2071	288	11	the	the	DET
amfbr-2071	288	12	absolute	absolute	ADJ
amfbr-2071	288	13	value	value	NOUN
amfbr-2071	288	14	of	of	ADP
amfbr-2071	288	15	the	the	DET
amfbr-2071	288	16	standardized	standardized	ADJ
amfbr-2071	288	17	residual	residual	NOUN
amfbr-2071	288	18	is	be	AUX
amfbr-2071	288	19	larger	large	ADJ
amfbr-2071	288	20	(	(	PUNCT
amfbr-2071	288	21	smaller	small	ADJ
amfbr-2071	288	22	)	)	PUNCT
amfbr-2071	288	23	.	.	PUNCT
amfbr-2071	289	1	hence	hence	ADV
amfbr-2071	289	2	,	,	PUNCT
amfbr-2071	289	3	persistent	persistent	ADJ
amfbr-2071	289	4	volatility	volatility	NOUN
amfbr-2071	289	5	clustering	clustering	NOUN
amfbr-2071	289	6	suggests	suggest	VERB
amfbr-2071	289	7	weak	weak	ADJ
amfbr-2071	289	8	form	form	NOUN
amfbr-2071	289	9	inefficiency	inefficiency	NOUN
amfbr-2071	289	10	.	.	PUNCT
amfbr-2071	290	1	however	however	ADV
amfbr-2071	290	2	,	,	PUNCT
amfbr-2071	290	3	since	since	SCONJ
amfbr-2071	290	4	the	the	DET
amfbr-2071	290	5	lagged	lag	VERB
amfbr-2071	290	6	values	value	NOUN
amfbr-2071	290	7	of	of	ADP
amfbr-2071	290	8	the	the	DET
amfbr-2071	290	9	return	return	NOUN
amfbr-2071	290	10	series	series	NOUN
amfbr-2071	290	11	are	be	AUX
amfbr-2071	290	12	positively	positively	ADV
amfbr-2071	290	13	and	and	CCONJ
amfbr-2071	290	14	significantly	significantly	ADV
amfbr-2071	290	15	different	different	ADJ
amfbr-2071	290	16	from	from	ADP
amfbr-2071	290	17	agwu	agwu	PROPN
amfbr-2071	290	18	,	,	PUNCT
amfbr-2071	290	19	american	american	PROPN
amfbr-2071	290	20	finance	finance	PROPN
amfbr-2071	290	21	&	&	CCONJ
amfbr-2071	290	22	banking	banking	PROPN
amfbr-2071	290	23	review	review	NOUN
amfbr-2071	290	24	8(1	8(1	NOUN
amfbr-2071	290	25	)	)	PUNCT
amfbr-2071	290	26	(	(	PUNCT
amfbr-2071	290	27	2023	2023	NUM
amfbr-2071	290	28	)	)	PUNCT
amfbr-2071	290	29	,	,	PUNCT
amfbr-2071	290	30	1	1	NUM
amfbr-2071	290	31	-	-	SYM
amfbr-2071	290	32	13	13	NUM
amfbr-2071	290	33	11	11	NUM
amfbr-2071	290	34	zero	zero	NUM
amfbr-2071	290	35	and	and	CCONJ
amfbr-2071	290	36	the	the	DET
amfbr-2071	290	37	error	error	NOUN
amfbr-2071	290	38	terms	term	NOUN
amfbr-2071	290	39	(	(	PUNCT
amfbr-2071	290	40	by	by	ADP
amfbr-2071	290	41	the	the	DET
amfbr-2071	290	42	rule	rule	NOUN
amfbr-2071	290	43	of	of	ADP
amfbr-2071	290	44	thumb	thumb	NOUN
amfbr-2071	290	45	,	,	PUNCT
amfbr-2071	290	46	dw<2	dw<2	PROPN
amfbr-2071	290	47	)	)	PUNCT
amfbr-2071	290	48	are	be	AUX
amfbr-2071	290	49	not	not	PART
amfbr-2071	290	50	independently	independently	ADV
amfbr-2071	290	51	distributed	distribute	VERB
amfbr-2071	290	52	.	.	PUNCT
amfbr-2071	291	1	the	the	DET
amfbr-2071	291	2	researcher	researcher	NOUN
amfbr-2071	291	3	affirms	affirm	VERB
amfbr-2071	291	4	that	that	SCONJ
amfbr-2071	291	5	the	the	DET
amfbr-2071	291	6	various	various	ADJ
amfbr-2071	291	7	capital	capital	NOUN
amfbr-2071	291	8	stock	stock	NOUN
amfbr-2071	291	9	markets	market	NOUN
amfbr-2071	291	10	are	be	AUX
amfbr-2071	291	11	weak	weak	ADJ
amfbr-2071	291	12	form	form	NOUN
amfbr-2071	291	13	inefficient	inefficient	ADJ
amfbr-2071	291	14	.	.	PUNCT
amfbr-2071	292	1	table	table	NOUN
amfbr-2071	292	2	7	7	NUM
amfbr-2071	292	3	above	above	ADV
amfbr-2071	292	4	also	also	ADV
amfbr-2071	292	5	found	find	VERB
amfbr-2071	292	6	that	that	SCONJ
amfbr-2071	292	7	the	the	DET
amfbr-2071	292	8	archlm	archlm	NOUN
amfbr-2071	292	9	tests	test	VERB
amfbr-2071	292	10	for	for	ADP
amfbr-2071	292	11	the	the	DET
amfbr-2071	292	12	serial	serial	ADJ
amfbr-2071	292	13	correlations	correlation	NOUN
amfbr-2071	292	14	were	be	AUX
amfbr-2071	292	15	insignificant	insignificant	ADJ
amfbr-2071	292	16	at	at	ADP
amfbr-2071	292	17	5	5	NUM
amfbr-2071	292	18	%	%	NOUN
amfbr-2071	292	19	critical	critical	ADJ
amfbr-2071	292	20	level	level	NOUN
amfbr-2071	292	21	for	for	ADP
amfbr-2071	292	22	all	all	DET
amfbr-2071	292	23	the	the	DET
amfbr-2071	292	24	countries	country	NOUN
amfbr-2071	292	25	under	under	ADP
amfbr-2071	292	26	study	study	NOUN
amfbr-2071	292	27	,	,	PUNCT
amfbr-2071	292	28	suggesting	suggest	VERB
amfbr-2071	292	29	that	that	SCONJ
amfbr-2071	292	30	the	the	DET
amfbr-2071	292	31	asymmetry	asymmetry	NOUN
amfbr-2071	292	32	models	model	NOUN
amfbr-2071	292	33	are	be	AUX
amfbr-2071	292	34	sufficient	sufficient	ADJ
amfbr-2071	292	35	in	in	ADP
amfbr-2071	292	36	modeling	model	VERB
amfbr-2071	292	37	the	the	DET
amfbr-2071	292	38	serial	serial	ADJ
amfbr-2071	292	39	correlation	correlation	NOUN
amfbr-2071	292	40	structure	structure	NOUN
amfbr-2071	292	41	in	in	ADP
amfbr-2071	292	42	the	the	DET
amfbr-2071	292	43	conditional	conditional	ADJ
amfbr-2071	292	44	mean	mean	NOUN
amfbr-2071	292	45	and	and	CCONJ
amfbr-2071	292	46	variance	variance	NOUN
amfbr-2071	292	47	.	.	PUNCT
amfbr-2071	293	1	this	this	PRON
amfbr-2071	293	2	indicates	indicate	VERB
amfbr-2071	293	3	there	there	PRON
amfbr-2071	293	4	is	be	VERB
amfbr-2071	293	5	no	no	DET
amfbr-2071	293	6	further	further	ADJ
amfbr-2071	293	7	arch	arch	ADJ
amfbr-2071	293	8	effect	effect	NOUN
amfbr-2071	293	9	in	in	ADP
amfbr-2071	293	10	the	the	DET
amfbr-2071	293	11	estimated	estimate	VERB
amfbr-2071	293	12	arch	arch	ADJ
amfbr-2071	293	13	-	-	PUNCT
amfbr-2071	293	14	garch	garch	NOUN
amfbr-2071	293	15	models	model	NOUN
amfbr-2071	293	16	,	,	PUNCT
amfbr-2071	293	17	as	as	ADV
amfbr-2071	293	18	well	well	ADV
amfbr-2071	293	19	as	as	ADP
amfbr-2071	293	20	suggesting	suggest	VERB
amfbr-2071	293	21	that	that	SCONJ
amfbr-2071	293	22	the	the	DET
amfbr-2071	293	23	models	model	NOUN
amfbr-2071	293	24	are	be	AUX
amfbr-2071	293	25	correctly	correctly	ADV
amfbr-2071	293	26	specified	specify	VERB
amfbr-2071	293	27	.	.	PUNCT
amfbr-2071	294	1	the	the	DET
amfbr-2071	294	2	aic	aic	PROPN
amfbr-2071	294	3	and	and	CCONJ
amfbr-2071	294	4	sic	sic	ADJ
amfbr-2071	294	5	were	be	AUX
amfbr-2071	294	6	found	find	VERB
amfbr-2071	294	7	to	to	PART
amfbr-2071	294	8	maintain	maintain	VERB
amfbr-2071	294	9	small	small	ADJ
amfbr-2071	294	10	criterion	criterion	NOUN
amfbr-2071	294	11	value	value	NOUN
amfbr-2071	294	12	for	for	ADP
amfbr-2071	294	13	all	all	DET
amfbr-2071	294	14	the	the	DET
amfbr-2071	294	15	variants	variant	NOUN
amfbr-2071	294	16	of	of	ADP
amfbr-2071	294	17	arch	arch	NOUN
amfbr-2071	294	18	in	in	ADP
amfbr-2071	294	19	the	the	DET
amfbr-2071	294	20	countries	country	NOUN
amfbr-2071	294	21	under	under	ADP
amfbr-2071	294	22	study	study	NOUN
amfbr-2071	294	23	,	,	PUNCT
amfbr-2071	294	24	affirming	affirm	VERB
amfbr-2071	294	25	the	the	DET
amfbr-2071	294	26	suitability	suitability	NOUN
amfbr-2071	294	27	of	of	ADP
amfbr-2071	294	28	the	the	DET
amfbr-2071	294	29	models	model	NOUN
amfbr-2071	294	30	,	,	PUNCT
amfbr-2071	294	31	hence	hence	ADV
amfbr-2071	294	32	are	be	AUX
amfbr-2071	294	33	best	good	ADJ
amfbr-2071	294	34	fit	fit	ADJ
amfbr-2071	294	35	models	model	NOUN
amfbr-2071	294	36	.	.	PUNCT
amfbr-2071	295	1	conclusions	conclusion	NOUN
amfbr-2071	295	2	this	this	DET
amfbr-2071	295	3	study	study	NOUN
amfbr-2071	295	4	is	be	AUX
amfbr-2071	295	5	aimed	aim	VERB
amfbr-2071	295	6	at	at	ADP
amfbr-2071	295	7	placing	place	VERB
amfbr-2071	295	8	more	more	ADJ
amfbr-2071	295	9	emphasis	emphasis	NOUN
amfbr-2071	295	10	on	on	ADP
amfbr-2071	295	11	behavioural	behavioural	ADJ
amfbr-2071	295	12	finance	finance	NOUN
amfbr-2071	295	13	theory	theory	NOUN
amfbr-2071	295	14	as	as	ADP
amfbr-2071	295	15	a	a	DET
amfbr-2071	295	16	guide	guide	NOUN
amfbr-2071	295	17	for	for	ADP
amfbr-2071	295	18	investment	investment	NOUN
amfbr-2071	295	19	in	in	ADP
amfbr-2071	295	20	the	the	DET
amfbr-2071	295	21	capital	capital	NOUN
amfbr-2071	295	22	market	market	NOUN
amfbr-2071	295	23	.	.	PUNCT
amfbr-2071	296	1	this	this	PRON
amfbr-2071	296	2	does	do	AUX
amfbr-2071	296	3	not	not	PART
amfbr-2071	296	4	completely	completely	ADV
amfbr-2071	296	5	deem	deem	VERB
amfbr-2071	296	6	totally	totally	ADV
amfbr-2071	296	7	demystifying	demystify	VERB
amfbr-2071	296	8	the	the	DET
amfbr-2071	296	9	efficient	efficient	ADJ
amfbr-2071	296	10	capital	capital	NOUN
amfbr-2071	296	11	hypothesis	hypothesis	NOUN
amfbr-2071	296	12	as	as	ADP
amfbr-2071	296	13	a	a	DET
amfbr-2071	296	14	theory	theory	NOUN
amfbr-2071	296	15	of	of	ADP
amfbr-2071	296	16	capital	capital	NOUN
amfbr-2071	296	17	market	market	NOUN
amfbr-2071	296	18	investment	investment	NOUN
amfbr-2071	296	19	.	.	PUNCT
amfbr-2071	297	1	to	to	PART
amfbr-2071	297	2	achieve	achieve	VERB
amfbr-2071	297	3	this	this	PRON
amfbr-2071	297	4	,	,	PUNCT
amfbr-2071	297	5	the	the	DET
amfbr-2071	297	6	study	study	NOUN
amfbr-2071	297	7	made	make	VERB
amfbr-2071	297	8	use	use	NOUN
amfbr-2071	297	9	of	of	ADP
amfbr-2071	297	10	various	various	ADJ
amfbr-2071	297	11	econometric	econometric	ADJ
amfbr-2071	297	12	tools	tool	NOUN
amfbr-2071	297	13	and	and	CCONJ
amfbr-2071	297	14	made	make	VERB
amfbr-2071	297	15	the	the	DET
amfbr-2071	297	16	following	follow	VERB
amfbr-2071	297	17	observation	observation	NOUN
amfbr-2071	297	18	:	:	PUNCT
amfbr-2071	297	19	that	that	SCONJ
amfbr-2071	297	20	there	there	PRON
amfbr-2071	297	21	is	be	VERB
amfbr-2071	297	22	high	high	ADJ
amfbr-2071	297	23	volatility	volatility	NOUN
amfbr-2071	297	24	in	in	ADP
amfbr-2071	297	25	each	each	DET
amfbr-2071	297	26	country	country	NOUN
amfbr-2071	297	27	under	under	ADP
amfbr-2071	297	28	study	study	NOUN
amfbr-2071	297	29	.	.	PUNCT
amfbr-2071	298	1	also	also	ADV
amfbr-2071	298	2	,	,	PUNCT
amfbr-2071	298	3	large	large	ADJ
amfbr-2071	298	4	movements	movement	NOUN
amfbr-2071	298	5	in	in	ADP
amfbr-2071	298	6	stock	stock	NOUN
amfbr-2071	298	7	returns	return	NOUN
amfbr-2071	298	8	do	do	AUX
amfbr-2071	298	9	not	not	PART
amfbr-2071	298	10	follow	follow	VERB
amfbr-2071	298	11	with	with	ADP
amfbr-2071	298	12	the	the	DET
amfbr-2071	298	13	same	same	ADJ
amfbr-2071	298	14	magnitude	magnitude	NOUN
amfbr-2071	298	15	of	of	ADP
amfbr-2071	298	16	negative	negative	ADJ
amfbr-2071	298	17	movement	movement	NOUN
amfbr-2071	298	18	.	.	PUNCT
amfbr-2071	299	1	it	it	PRON
amfbr-2071	299	2	was	be	AUX
amfbr-2071	299	3	found	find	VERB
amfbr-2071	299	4	that	that	SCONJ
amfbr-2071	299	5	there	there	PRON
amfbr-2071	299	6	is	be	VERB
amfbr-2071	299	7	an	an	DET
amfbr-2071	299	8	existence	existence	NOUN
amfbr-2071	299	9	of	of	ADP
amfbr-2071	299	10	volatility	volatility	NOUN
amfbr-2071	299	11	clustering	cluster	VERB
amfbr-2071	299	12	in	in	ADP
amfbr-2071	299	13	the	the	DET
amfbr-2071	299	14	price	price	NOUN
amfbr-2071	299	15	series	series	NOUN
amfbr-2071	299	16	,	,	PUNCT
amfbr-2071	299	17	also	also	ADV
amfbr-2071	299	18	that	that	SCONJ
amfbr-2071	299	19	the	the	DET
amfbr-2071	299	20	price	price	NOUN
amfbr-2071	299	21	series	series	NOUN
amfbr-2071	299	22	in	in	ADP
amfbr-2071	299	23	all	all	DET
amfbr-2071	299	24	the	the	DET
amfbr-2071	299	25	markets	market	NOUN
amfbr-2071	299	26	do	do	AUX
amfbr-2071	299	27	not	not	PART
amfbr-2071	299	28	follow	follow	VERB
amfbr-2071	299	29	random	random	ADJ
amfbr-2071	299	30	walk	walk	NOUN
amfbr-2071	299	31	.	.	PUNCT
amfbr-2071	300	1	it	it	PRON
amfbr-2071	300	2	was	be	AUX
amfbr-2071	300	3	discovered	discover	VERB
amfbr-2071	300	4	that	that	SCONJ
amfbr-2071	300	5	all	all	DET
amfbr-2071	300	6	the	the	DET
amfbr-2071	300	7	countries	country	NOUN
amfbr-2071	300	8	under	under	ADP
amfbr-2071	300	9	study	study	NOUN
amfbr-2071	300	10	exhibited	exhibit	VERB
amfbr-2071	300	11	property	property	NOUN
amfbr-2071	300	12	of	of	ADP
amfbr-2071	300	13	stock	stock	NOUN
amfbr-2071	300	14	returns	return	NOUN
amfbr-2071	300	15	distribution	distribution	NOUN
amfbr-2071	300	16	called	call	VERB
amfbr-2071	300	17	volatility	volatility	NOUN
amfbr-2071	300	18	clustering	clustering	NOUN
amfbr-2071	300	19	or	or	CCONJ
amfbr-2071	300	20	volatility	volatility	NOUN
amfbr-2071	300	21	pooling	pooling	NOUN
amfbr-2071	300	22	,	,	PUNCT
amfbr-2071	300	23	a	a	DET
amfbr-2071	300	24	kind	kind	NOUN
amfbr-2071	300	25	of	of	ADP
amfbr-2071	300	26	heteroscedasticity	heteroscedasticity	NOUN
amfbr-2071	300	27	.	.	PUNCT
amfbr-2071	301	1	this	this	PRON
amfbr-2071	301	2	means	mean	VERB
amfbr-2071	301	3	that	that	SCONJ
amfbr-2071	301	4	volatility	volatility	NOUN
amfbr-2071	301	5	shocks	shock	VERB
amfbr-2071	301	6	in	in	ADP
amfbr-2071	301	7	the	the	DET
amfbr-2071	301	8	current	current	ADJ
amfbr-2071	301	9	period	period	NOUN
amfbr-2071	301	10	influence	influence	VERB
amfbr-2071	301	11	the	the	DET
amfbr-2071	301	12	expectation	expectation	NOUN
amfbr-2071	301	13	of	of	ADP
amfbr-2071	301	14	volatility	volatility	NOUN
amfbr-2071	301	15	in	in	ADP
amfbr-2071	301	16	some	some	DET
amfbr-2071	301	17	periods	period	NOUN
amfbr-2071	301	18	in	in	ADP
amfbr-2071	301	19	the	the	DET
amfbr-2071	301	20	future	future	NOUN
amfbr-2071	301	21	.	.	PUNCT
amfbr-2071	302	1	it	it	PRON
amfbr-2071	302	2	was	be	AUX
amfbr-2071	302	3	revealed	reveal	VERB
amfbr-2071	302	4	that	that	SCONJ
amfbr-2071	302	5	for	for	ADP
amfbr-2071	302	6	usa	usa	PROPN
amfbr-2071	302	7	.	.	PROPN
amfbr-2071	302	8	south	south	PROPN
amfbr-2071	302	9	africa	africa	PROPN
amfbr-2071	302	10	,	,	PUNCT
amfbr-2071	302	11	germany	germany	PROPN
amfbr-2071	302	12	,	,	PUNCT
amfbr-2071	302	13	uae	uae	PROPN
amfbr-2071	302	14	,	,	PUNCT
amfbr-2071	302	15	and	and	CCONJ
amfbr-2071	302	16	china	china	PROPN
amfbr-2071	302	17	markets	market	NOUN
amfbr-2071	302	18	,	,	PUNCT
amfbr-2071	302	19	there	there	PRON
amfbr-2071	302	20	are	be	VERB
amfbr-2071	302	21	presence	presence	NOUN
amfbr-2071	302	22	of	of	ADP
amfbr-2071	302	23	leverage	leverage	NOUN
amfbr-2071	302	24	effects	effect	NOUN
amfbr-2071	302	25	in	in	ADP
amfbr-2071	302	26	the	the	DET
amfbr-2071	302	27	markets	market	NOUN
amfbr-2071	302	28	,	,	PUNCT
amfbr-2071	302	29	implying	imply	VERB
amfbr-2071	302	30	that	that	SCONJ
amfbr-2071	302	31	bad	bad	ADJ
amfbr-2071	302	32	or	or	CCONJ
amfbr-2071	302	33	negative	negative	ADJ
amfbr-2071	302	34	news	news	NOUN
amfbr-2071	302	35	cause	cause	VERB
amfbr-2071	302	36	more	more	ADJ
amfbr-2071	302	37	volatility	volatility	NOUN
amfbr-2071	302	38	than	than	ADP
amfbr-2071	302	39	good	good	ADJ
amfbr-2071	302	40	or	or	CCONJ
amfbr-2071	302	41	positive	positive	ADJ
amfbr-2071	302	42	news	news	NOUN
amfbr-2071	302	43	of	of	ADP
amfbr-2071	302	44	the	the	DET
amfbr-2071	302	45	same	same	ADJ
amfbr-2071	302	46	magnitude	magnitude	NOUN
amfbr-2071	302	47	.	.	PUNCT
amfbr-2071	302	48	,	,	PUNCT
amfbr-2071	302	49	whereas	whereas	SCONJ
amfbr-2071	302	50	in	in	ADP
amfbr-2071	302	51	nigeria	nigeria	PROPN
amfbr-2071	302	52	,	,	PUNCT
amfbr-2071	302	53	the	the	DET
amfbr-2071	302	54	good	good	PROPN
amfbr-2071	302	55	news	news	PROPN
amfbr-2071	302	56	has	have	VERB
amfbr-2071	302	57	more	more	ADJ
amfbr-2071	302	58	impact	impact	NOUN
amfbr-2071	302	59	on	on	ADP
amfbr-2071	302	60	volatility	volatility	NOUN
amfbr-2071	302	61	than	than	ADP
amfbr-2071	302	62	bad	bad	ADJ
amfbr-2071	302	63	news	news	NOUN
amfbr-2071	302	64	of	of	ADP
amfbr-2071	302	65	equal	equal	ADJ
amfbr-2071	302	66	magnitude	magnitude	NOUN
amfbr-2071	302	67	,	,	PUNCT
amfbr-2071	302	68	contradicting	contradict	VERB
amfbr-2071	302	69	or	or	CCONJ
amfbr-2071	302	70	invalidating	invalidate	VERB
amfbr-2071	302	71	the	the	DET
amfbr-2071	302	72	leverage	leverage	NOUN
amfbr-2071	302	73	effect	effect	NOUN
amfbr-2071	302	74	theory	theory	NOUN
amfbr-2071	302	75	which	which	PRON
amfbr-2071	302	76	states	state	VERB
amfbr-2071	302	77	that	that	SCONJ
amfbr-2071	302	78	the	the	DET
amfbr-2071	302	79	effect	effect	NOUN
amfbr-2071	302	80	of	of	ADP
amfbr-2071	302	81	bad	bad	ADJ
amfbr-2071	302	82	news	news	NOUN
amfbr-2071	302	83	on	on	ADP
amfbr-2071	302	84	volatility	volatility	NOUN
amfbr-2071	302	85	is	be	AUX
amfbr-2071	302	86	higher	high	ADJ
amfbr-2071	302	87	than	than	ADP
amfbr-2071	302	88	the	the	DET
amfbr-2071	302	89	effect	effect	NOUN
amfbr-2071	302	90	of	of	ADP
amfbr-2071	302	91	good	good	ADJ
amfbr-2071	302	92	news	news	NOUN
amfbr-2071	302	93	of	of	ADP
amfbr-2071	302	94	the	the	DET
amfbr-2071	302	95	same	same	ADJ
amfbr-2071	302	96	magnitude	magnitude	NOUN
amfbr-2071	302	97	.	.	PUNCT
amfbr-2071	303	1	it	it	PRON
amfbr-2071	303	2	was	be	AUX
amfbr-2071	303	3	also	also	ADV
amfbr-2071	303	4	found	find	VERB
amfbr-2071	303	5	that	that	SCONJ
amfbr-2071	303	6	the	the	DET
amfbr-2071	303	7	conditional	conditional	ADJ
amfbr-2071	303	8	volatility	volatility	NOUN
amfbr-2071	303	9	will	will	AUX
amfbr-2071	303	10	rise	rise	VERB
amfbr-2071	303	11	or	or	CCONJ
amfbr-2071	303	12	fall	fall	VERB
amfbr-2071	303	13	when	when	SCONJ
amfbr-2071	303	14	the	the	DET
amfbr-2071	303	15	absolute	absolute	ADJ
amfbr-2071	303	16	value	value	NOUN
amfbr-2071	303	17	of	of	ADP
amfbr-2071	303	18	the	the	DET
amfbr-2071	303	19	standardized	standardized	ADJ
amfbr-2071	303	20	residual	residual	NOUN
amfbr-2071	303	21	is	be	AUX
amfbr-2071	303	22	larger	large	ADJ
amfbr-2071	303	23	(	(	PUNCT
amfbr-2071	303	24	smaller	small	ADJ
amfbr-2071	303	25	)	)	PUNCT
amfbr-2071	303	26	.	.	PUNCT
amfbr-2071	304	1	hence	hence	ADV
amfbr-2071	304	2	,	,	PUNCT
amfbr-2071	304	3	persistent	persistent	ADJ
amfbr-2071	304	4	volatility	volatility	NOUN
amfbr-2071	304	5	clustering	clustering	NOUN
amfbr-2071	304	6	suggests	suggest	VERB
amfbr-2071	304	7	weak	weak	ADJ
amfbr-2071	304	8	form	form	NOUN
amfbr-2071	304	9	inefficiency	inefficiency	NOUN
amfbr-2071	304	10	.	.	PUNCT
amfbr-2071	305	1	this	this	DET
amfbr-2071	305	2	study	study	NOUN
amfbr-2071	305	3	focused	focus	VERB
amfbr-2071	305	4	on	on	ADP
amfbr-2071	305	5	the	the	DET
amfbr-2071	305	6	unending	unending	ADJ
amfbr-2071	305	7	controversy	controversy	NOUN
amfbr-2071	305	8	that	that	SCONJ
amfbr-2071	305	9	information	information	NOUN
amfbr-2071	305	10	is	be	AUX
amfbr-2071	305	11	freely	freely	ADV
amfbr-2071	305	12	available	available	ADJ
amfbr-2071	305	13	and	and	CCONJ
amfbr-2071	305	14	instantaneously	instantaneously	ADV
amfbr-2071	305	15	reflected	reflect	VERB
amfbr-2071	305	16	on	on	ADP
amfbr-2071	305	17	the	the	DET
amfbr-2071	305	18	prices	price	NOUN
amfbr-2071	305	19	of	of	ADP
amfbr-2071	305	20	assets	asset	NOUN
amfbr-2071	305	21	,	,	PUNCT
amfbr-2071	305	22	hence	hence	ADV
amfbr-2071	305	23	forms	form	VERB
amfbr-2071	305	24	a	a	DET
amfbr-2071	305	25	guide	guide	NOUN
amfbr-2071	305	26	on	on	ADP
amfbr-2071	305	27	the	the	DET
amfbr-2071	305	28	investment	investment	NOUN
amfbr-2071	305	29	decision	decision	NOUN
amfbr-2071	305	30	of	of	ADP
amfbr-2071	305	31	the	the	DET
amfbr-2071	305	32	capital	capital	NOUN
amfbr-2071	305	33	market	market	NOUN
amfbr-2071	305	34	.	.	PUNCT
amfbr-2071	306	1	this	this	DET
amfbr-2071	306	2	argument	argument	NOUN
amfbr-2071	306	3	lies	lie	VERB
amfbr-2071	306	4	in	in	ADP
amfbr-2071	306	5	the	the	DET
amfbr-2071	306	6	random	random	ADJ
amfbr-2071	306	7	walk	walk	NOUN
amfbr-2071	306	8	theory	theory	NOUN
amfbr-2071	306	9	that	that	SCONJ
amfbr-2071	306	10	the	the	DET
amfbr-2071	306	11	market	market	NOUN
amfbr-2071	306	12	is	be	AUX
amfbr-2071	306	13	efficient	efficient	ADJ
amfbr-2071	306	14	such	such	ADJ
amfbr-2071	306	15	that	that	SCONJ
amfbr-2071	306	16	all	all	DET
amfbr-2071	306	17	information	information	NOUN
amfbr-2071	306	18	from	from	ADP
amfbr-2071	306	19	both	both	CCONJ
amfbr-2071	306	20	the	the	DET
amfbr-2071	306	21	past	past	NOUN
amfbr-2071	306	22	,	,	PUNCT
amfbr-2071	306	23	present	present	ADJ
amfbr-2071	306	24	,	,	PUNCT
amfbr-2071	306	25	and	and	CCONJ
amfbr-2071	306	26	unpublished	unpublished	ADJ
amfbr-2071	306	27	have	have	AUX
amfbr-2071	306	28	already	already	ADV
amfbr-2071	306	29	reflected	reflect	VERB
amfbr-2071	306	30	in	in	ADP
amfbr-2071	306	31	the	the	DET
amfbr-2071	306	32	market	market	NOUN
amfbr-2071	306	33	price	price	NOUN
amfbr-2071	306	34	of	of	ADP
amfbr-2071	306	35	the	the	DET
amfbr-2071	306	36	security	security	NOUN
amfbr-2071	306	37	,	,	PUNCT
amfbr-2071	306	38	hence	hence	ADV
amfbr-2071	306	39	basis	basis	NOUN
amfbr-2071	306	40	for	for	ADP
amfbr-2071	306	41	the	the	DET
amfbr-2071	306	42	efficient	efficient	ADJ
amfbr-2071	306	43	market	market	NOUN
amfbr-2071	306	44	hypothesis	hypothesis	NOUN
amfbr-2071	306	45	.	.	PUNCT
amfbr-2071	307	1	though	though	SCONJ
amfbr-2071	307	2	efficient	efficient	ADJ
amfbr-2071	307	3	market	market	NOUN
amfbr-2071	307	4	hypothesis	hypothesis	NOUN
amfbr-2071	307	5	argument	argument	NOUN
amfbr-2071	307	6	has	have	AUX
amfbr-2071	307	7	stood	stand	VERB
amfbr-2071	307	8	the	the	DET
amfbr-2071	307	9	test	test	NOUN
amfbr-2071	307	10	of	of	ADP
amfbr-2071	307	11	time	time	NOUN
amfbr-2071	307	12	in	in	ADP
amfbr-2071	307	13	the	the	DET
amfbr-2071	307	14	field	field	NOUN
amfbr-2071	307	15	of	of	ADP
amfbr-2071	307	16	finance	finance	NOUN
amfbr-2071	307	17	,	,	PUNCT
amfbr-2071	307	18	scholars	scholar	NOUN
amfbr-2071	307	19	are	be	AUX
amfbr-2071	307	20	of	of	ADP
amfbr-2071	307	21	the	the	DET
amfbr-2071	307	22	opinion	opinion	NOUN
amfbr-2071	307	23	that	that	SCONJ
amfbr-2071	307	24	the	the	DET
amfbr-2071	307	25	behaviour	behaviour	NOUN
amfbr-2071	307	26	of	of	ADP
amfbr-2071	307	27	investors	investor	NOUN
amfbr-2071	307	28	could	could	AUX
amfbr-2071	307	29	affect	affect	VERB
amfbr-2071	307	30	the	the	DET
amfbr-2071	307	31	performance	performance	NOUN
amfbr-2071	307	32	of	of	ADP
amfbr-2071	307	33	the	the	DET
amfbr-2071	307	34	market	market	NOUN
amfbr-2071	307	35	,	,	PUNCT
amfbr-2071	307	36	hence	hence	ADV
amfbr-2071	307	37	the	the	DET
amfbr-2071	307	38	behavioural	behavioural	ADJ
amfbr-2071	307	39	finance	finance	NOUN
amfbr-2071	307	40	theory	theory	NOUN
amfbr-2071	307	41	,	,	PUNCT
amfbr-2071	307	42	that	that	PRON
amfbr-2071	307	43	sees	see	VERB
amfbr-2071	307	44	investors	investor	NOUN
amfbr-2071	307	45	as	as	ADP
amfbr-2071	307	46	both	both	CCONJ
amfbr-2071	307	47	rational	rational	ADJ
amfbr-2071	307	48	and	and	CCONJ
amfbr-2071	307	49	exhibit	exhibit	VERB
amfbr-2071	307	50	behavioural	behavioural	ADJ
amfbr-2071	307	51	biasness	biasness	NOUN
amfbr-2071	307	52	while	while	SCONJ
amfbr-2071	307	53	evaluating	evaluate	VERB
amfbr-2071	307	54	and	and	CCONJ
amfbr-2071	307	55	pricing	pricing	NOUN
amfbr-2071	307	56	securities	security	NOUN
amfbr-2071	307	57	and	and	CCONJ
amfbr-2071	307	58	that	that	SCONJ
amfbr-2071	307	59	financial	financial	ADJ
amfbr-2071	307	60	markets	market	NOUN
amfbr-2071	307	61	are	be	AUX
amfbr-2071	307	62	informationally	informationally	ADV
amfbr-2071	307	63	inefficient	inefficient	ADJ
amfbr-2071	307	64	(	(	PUNCT
amfbr-2071	307	65	kumar	kumar	PROPN
amfbr-2071	307	66	,	,	PUNCT
amfbr-2071	307	67	2017	2017	NUM
amfbr-2071	307	68	)	)	PUNCT
amfbr-2071	307	69	.	.	PUNCT
amfbr-2071	308	1	this	this	PRON
amfbr-2071	308	2	,	,	PUNCT
amfbr-2071	308	3	therefore	therefore	ADV
amfbr-2071	308	4	,	,	PUNCT
amfbr-2071	308	5	forms	form	VERB
amfbr-2071	308	6	the	the	DET
amfbr-2071	308	7	foundation	foundation	NOUN
amfbr-2071	308	8	of	of	ADP
amfbr-2071	308	9	this	this	DET
amfbr-2071	308	10	study	study	NOUN
amfbr-2071	308	11	to	to	PART
amfbr-2071	308	12	ascertain	ascertain	VERB
amfbr-2071	308	13	the	the	DET
amfbr-2071	308	14	solidity	solidity	NOUN
amfbr-2071	308	15	and	and	CCONJ
amfbr-2071	308	16	the	the	DET
amfbr-2071	308	17	immutability	immutability	NOUN
amfbr-2071	308	18	of	of	ADP
amfbr-2071	308	19	the	the	DET
amfbr-2071	308	20	behavioural	behavioural	ADJ
amfbr-2071	308	21	finance	finance	NOUN
amfbr-2071	308	22	theory	theory	NOUN
amfbr-2071	308	23	in	in	ADP
amfbr-2071	308	24	capital	capital	NOUN
amfbr-2071	308	25	market	market	NOUN
amfbr-2071	308	26	investment	investment	NOUN
amfbr-2071	308	27	.	.	PUNCT
amfbr-2071	309	1	to	to	PART
amfbr-2071	309	2	address	address	VERB
amfbr-2071	309	3	the	the	DET
amfbr-2071	309	4	above	above	ADJ
amfbr-2071	309	5	concern	concern	NOUN
amfbr-2071	309	6	,	,	PUNCT
amfbr-2071	309	7	the	the	DET
amfbr-2071	309	8	researcher	researcher	NOUN
amfbr-2071	309	9	employed	employ	VERB
amfbr-2071	309	10	various	various	ADJ
amfbr-2071	309	11	tools	tool	NOUN
amfbr-2071	309	12	that	that	PRON
amfbr-2071	309	13	are	be	AUX
amfbr-2071	309	14	suitable	suitable	ADJ
amfbr-2071	309	15	for	for	ADP
amfbr-2071	309	16	financial	financial	ADJ
amfbr-2071	309	17	time	time	NOUN
amfbr-2071	309	18	series	series	NOUN
amfbr-2071	309	19	.	.	PUNCT
amfbr-2071	310	1	from	from	ADP
amfbr-2071	310	2	the	the	DET
amfbr-2071	310	3	results	result	NOUN
amfbr-2071	310	4	of	of	ADP
amfbr-2071	310	5	these	these	DET
amfbr-2071	310	6	tools	tool	NOUN
amfbr-2071	310	7	employed	employ	VERB
amfbr-2071	310	8	,	,	PUNCT
amfbr-2071	310	9	none	none	NOUN
amfbr-2071	310	10	of	of	ADP
amfbr-2071	310	11	the	the	DET
amfbr-2071	310	12	markets	market	NOUN
amfbr-2071	310	13	under	under	ADP
amfbr-2071	310	14	study	study	NOUN
amfbr-2071	310	15	follow	follow	VERB
amfbr-2071	310	16	the	the	DET
amfbr-2071	310	17	random	random	ADJ
amfbr-2071	310	18	walk	walk	NOUN
amfbr-2071	310	19	theory	theory	NOUN
amfbr-2071	310	20	within	within	ADP
amfbr-2071	310	21	the	the	DET
amfbr-2071	310	22	scope	scope	NOUN
amfbr-2071	310	23	of	of	ADP
amfbr-2071	310	24	the	the	DET
amfbr-2071	310	25	study	study	NOUN
amfbr-2071	310	26	,	,	PUNCT
amfbr-2071	310	27	hence	hence	ADV
amfbr-2071	310	28	rational	rational	ADJ
amfbr-2071	310	29	investors	investor	NOUN
amfbr-2071	310	30	can	can	AUX
amfbr-2071	310	31	not	not	PART
amfbr-2071	310	32	use	use	VERB
amfbr-2071	310	33	the	the	DET
amfbr-2071	310	34	past	past	ADJ
amfbr-2071	310	35	data	datum	NOUN
amfbr-2071	310	36	or	or	CCONJ
amfbr-2071	310	37	information	information	NOUN
amfbr-2071	310	38	about	about	ADP
amfbr-2071	310	39	the	the	DET
amfbr-2071	310	40	market	market	NOUN
amfbr-2071	310	41	to	to	PART
amfbr-2071	310	42	predict	predict	VERB
amfbr-2071	310	43	the	the	DET
amfbr-2071	310	44	outcome	outcome	NOUN
amfbr-2071	310	45	of	of	ADP
amfbr-2071	310	46	the	the	DET
amfbr-2071	310	47	market	market	NOUN
amfbr-2071	310	48	.	.	PUNCT
amfbr-2071	311	1	the	the	DET
amfbr-2071	311	2	results	result	NOUN
amfbr-2071	311	3	of	of	ADP
amfbr-2071	311	4	egarch	egarch	NOUN
amfbr-2071	311	5	and	and	CCONJ
amfbr-2071	311	6	volatility	volatility	NOUN
amfbr-2071	311	7	clustering	clustering	NOUN
amfbr-2071	311	8	tests	test	NOUN
amfbr-2071	311	9	also	also	ADV
amfbr-2071	311	10	revealed	reveal	VERB
amfbr-2071	311	11	that	that	SCONJ
amfbr-2071	311	12	all	all	DET
amfbr-2071	311	13	the	the	DET
amfbr-2071	311	14	countries	country	NOUN
amfbr-2071	311	15	under	under	ADP
amfbr-2071	311	16	study	study	NOUN
amfbr-2071	311	17	exhibited	exhibit	VERB
amfbr-2071	311	18	property	property	NOUN
amfbr-2071	311	19	of	of	ADP
amfbr-2071	311	20	stock	stock	NOUN
amfbr-2071	311	21	returns	return	NOUN
amfbr-2071	311	22	distribution	distribution	NOUN
amfbr-2071	311	23	called	call	VERB
amfbr-2071	311	24	volatility	volatility	NOUN
amfbr-2071	311	25	clustering	clustering	NOUN
amfbr-2071	311	26	or	or	CCONJ
amfbr-2071	311	27	volatility	volatility	NOUN
amfbr-2071	311	28	pooling	pooling	NOUN
amfbr-2071	311	29	,	,	PUNCT
amfbr-2071	311	30	a	a	DET
amfbr-2071	311	31	kind	kind	NOUN
amfbr-2071	311	32	of	of	ADP
amfbr-2071	311	33	heteroscedasticity	heteroscedasticity	NOUN
amfbr-2071	311	34	.	.	PUNCT
amfbr-2071	312	1	this	this	PRON
amfbr-2071	312	2	means	mean	VERB
amfbr-2071	312	3	that	that	SCONJ
amfbr-2071	312	4	volatility	volatility	NOUN
amfbr-2071	312	5	shocks	shock	VERB
amfbr-2071	312	6	in	in	ADP
amfbr-2071	312	7	the	the	DET
amfbr-2071	312	8	current	current	ADJ
amfbr-2071	312	9	period	period	NOUN
amfbr-2071	312	10	influence	influence	VERB
amfbr-2071	312	11	the	the	DET
amfbr-2071	312	12	expectation	expectation	NOUN
amfbr-2071	312	13	of	of	ADP
amfbr-2071	312	14	volatility	volatility	NOUN
amfbr-2071	312	15	in	in	ADP
amfbr-2071	312	16	some	some	DET
amfbr-2071	312	17	period	period	NOUN
amfbr-2071	312	18	in	in	ADP
amfbr-2071	312	19	the	the	DET
amfbr-2071	312	20	future	future	NOUN
amfbr-2071	312	21	,	,	PUNCT
amfbr-2071	312	22	suggesting	suggest	VERB
amfbr-2071	312	23	nonconformity	nonconformity	NOUN
amfbr-2071	312	24	of	of	ADP
amfbr-2071	312	25	the	the	DET
amfbr-2071	312	26	random	random	ADJ
amfbr-2071	312	27	walk	walk	NOUN
amfbr-2071	312	28	theory	theory	NOUN
amfbr-2071	312	29	.	.	PUNCT
amfbr-2071	313	1	this	this	PRON
amfbr-2071	313	2	of	of	ADP
amfbr-2071	313	3	course	course	NOUN
amfbr-2071	313	4	is	be	AUX
amfbr-2071	313	5	the	the	DET
amfbr-2071	313	6	reason	reason	NOUN
amfbr-2071	313	7	the	the	DET
amfbr-2071	313	8	global	global	ADJ
amfbr-2071	313	9	market	market	NOUN
amfbr-2071	313	10	is	be	AUX
amfbr-2071	313	11	dynamic	dynamic	ADJ
amfbr-2071	313	12	and	and	CCONJ
amfbr-2071	313	13	unpredictable	unpredictable	ADJ
amfbr-2071	313	14	.	.	PUNCT
amfbr-2071	314	1	the	the	DET
amfbr-2071	314	2	failure	failure	NOUN
amfbr-2071	314	3	of	of	ADP
amfbr-2071	314	4	the	the	DET
amfbr-2071	314	5	various	various	ADJ
amfbr-2071	314	6	results	result	NOUN
amfbr-2071	314	7	to	to	PART
amfbr-2071	314	8	corroborate	corroborate	VERB
amfbr-2071	314	9	the	the	DET
amfbr-2071	314	10	random	random	ADJ
amfbr-2071	314	11	walk	walk	NOUN
amfbr-2071	314	12	theory	theory	NOUN
amfbr-2071	314	13	shows	show	VERB
amfbr-2071	314	14	that	that	SCONJ
amfbr-2071	314	15	investors	investor	NOUN
amfbr-2071	314	16	are	be	AUX
amfbr-2071	314	17	rational	rational	ADJ
amfbr-2071	314	18	and	and	CCONJ
amfbr-2071	314	19	unpredictable	unpredictable	ADJ
amfbr-2071	314	20	.	.	PUNCT
amfbr-2071	315	1	these	these	DET
amfbr-2071	315	2	results	result	NOUN
amfbr-2071	315	3	have	have	AUX
amfbr-2071	315	4	placed	place	VERB
amfbr-2071	315	5	more	more	ADJ
amfbr-2071	315	6	emphasis	emphasis	NOUN
amfbr-2071	315	7	on	on	ADP
amfbr-2071	315	8	behavioural	behavioural	ADJ
amfbr-2071	315	9	finance	finance	NOUN
amfbr-2071	315	10	theory	theory	NOUN
amfbr-2071	315	11	as	as	ADP
amfbr-2071	315	12	a	a	DET
amfbr-2071	315	13	veritable	veritable	ADJ
amfbr-2071	315	14	tool	tool	NOUN
amfbr-2071	315	15	that	that	PRON
amfbr-2071	315	16	can	can	AUX
amfbr-2071	315	17	guide	guide	VERB
amfbr-2071	315	18	economic	economic	ADJ
amfbr-2071	315	19	agents	agent	NOUN
amfbr-2071	315	20	on	on	ADP
amfbr-2071	315	21	capital	capital	NOUN
amfbr-2071	315	22	market	market	NOUN
amfbr-2071	315	23	investment	investment	NOUN
amfbr-2071	315	24	decisions	decision	NOUN
amfbr-2071	315	25	.	.	PUNCT
amfbr-2071	316	1	that	that	PRON
amfbr-2071	316	2	means	mean	VERB
amfbr-2071	316	3	the	the	DET
amfbr-2071	316	4	behaviour	behaviour	NOUN
amfbr-2071	316	5	of	of	ADP
amfbr-2071	316	6	investors	investor	NOUN
amfbr-2071	316	7	makes	make	VERB
amfbr-2071	316	8	share	share	NOUN
amfbr-2071	316	9	prices	price	NOUN
amfbr-2071	316	10	deviate	deviate	VERB
amfbr-2071	316	11	from	from	ADP
amfbr-2071	316	12	the	the	DET
amfbr-2071	316	13	economic	economic	ADJ
amfbr-2071	316	14	fundamentals	fundamental	NOUN
amfbr-2071	316	15	or	or	CCONJ
amfbr-2071	316	16	assumptions	assumption	NOUN
amfbr-2071	316	17	.	.	PUNCT
amfbr-2071	317	1	considering	consider	VERB
amfbr-2071	317	2	the	the	DET
amfbr-2071	317	3	above	above	ADJ
amfbr-2071	317	4	findings	finding	NOUN
amfbr-2071	317	5	,	,	PUNCT
amfbr-2071	317	6	the	the	DET
amfbr-2071	317	7	researcher	researcher	NOUN
amfbr-2071	317	8	boldly	boldly	ADV
amfbr-2071	317	9	advocates	advocate	VERB
amfbr-2071	317	10	for	for	ADP
amfbr-2071	317	11	a	a	DET
amfbr-2071	317	12	paradigm	paradigm	NOUN
amfbr-2071	317	13	shift	shift	NOUN
amfbr-2071	317	14	to	to	ADP
amfbr-2071	317	15	behavioural	behavioural	ADJ
amfbr-2071	317	16	finance	finance	NOUN
amfbr-2071	317	17	theory	theory	NOUN
amfbr-2071	317	18	,	,	PUNCT
amfbr-2071	317	19	where	where	SCONJ
amfbr-2071	317	20	emotions	emotion	NOUN
amfbr-2071	317	21	and	and	CCONJ
amfbr-2071	317	22	psychology	psychology	NOUN
amfbr-2071	317	23	or	or	CCONJ
amfbr-2071	317	24	mindsets	mindset	NOUN
amfbr-2071	317	25	of	of	ADP
amfbr-2071	317	26	investors	investor	NOUN
amfbr-2071	317	27	influence	influence	VERB
amfbr-2071	317	28	investment	investment	NOUN
amfbr-2071	317	29	decision	decision	NOUN
amfbr-2071	317	30	-	-	PUNCT
amfbr-2071	317	31	making	make	VERB
amfbr-2071	317	32	process	process	NOUN
amfbr-2071	317	33	and	and	CCONJ
amfbr-2071	317	34	financial	financial	ADJ
amfbr-2071	317	35	markets	market	NOUN
amfbr-2071	317	36	,	,	PUNCT
amfbr-2071	317	37	hence	hence	ADV
amfbr-2071	317	38	a	a	DET
amfbr-2071	317	39	veritable	veritable	ADJ
amfbr-2071	317	40	guide	guide	NOUN
amfbr-2071	317	41	for	for	ADP
amfbr-2071	317	42	decision	decision	NOUN
amfbr-2071	317	43	on	on	ADP
amfbr-2071	317	44	stock	stock	NOUN
amfbr-2071	317	45	market	market	NOUN
amfbr-2071	317	46	investments	investment	NOUN
amfbr-2071	317	47	.	.	PUNCT
amfbr-2071	318	1	therefore	therefore	ADV
amfbr-2071	318	2	,	,	PUNCT
amfbr-2071	318	3	the	the	DET
amfbr-2071	318	4	researcher	researcher	NOUN
amfbr-2071	318	5	went	go	VERB
amfbr-2071	318	6	ahead	ahead	ADV
amfbr-2071	318	7	to	to	PART
amfbr-2071	318	8	suggest	suggest	VERB
amfbr-2071	318	9	that	that	SCONJ
amfbr-2071	318	10	emotional	emotional	ADJ
amfbr-2071	318	11	and	and	CCONJ
amfbr-2071	318	12	psychological	psychological	ADJ
amfbr-2071	318	13	checks	check	NOUN
amfbr-2071	318	14	be	be	AUX
amfbr-2071	318	15	carried	carry	VERB
amfbr-2071	318	16	out	out	ADP
amfbr-2071	318	17	on	on	ADP
amfbr-2071	318	18	all	all	DET
amfbr-2071	318	19	investors	investor	NOUN
amfbr-2071	318	20	of	of	ADP
amfbr-2071	318	21	the	the	DET
amfbr-2071	318	22	stock	stock	NOUN
amfbr-2071	318	23	market	market	NOUN
amfbr-2071	318	24	,	,	PUNCT
amfbr-2071	318	25	mostly	mostly	ADV
amfbr-2071	318	26	when	when	SCONJ
amfbr-2071	318	27	an	an	DET
amfbr-2071	318	28	innovation	innovation	NOUN
amfbr-2071	318	29	or	or	CCONJ
amfbr-2071	318	30	new	new	ADJ
amfbr-2071	318	31	policy	policy	NOUN
amfbr-2071	318	32	is	be	AUX
amfbr-2071	318	33	promulgated	promulgate	VERB
amfbr-2071	318	34	.	.	PUNCT
amfbr-2071	319	1	the	the	DET
amfbr-2071	319	2	researcher	researcher	NOUN
amfbr-2071	319	3	suggests	suggest	VERB
amfbr-2071	319	4	further	further	ADJ
amfbr-2071	319	5	studies	study	NOUN
amfbr-2071	319	6	should	should	AUX
amfbr-2071	319	7	have	have	AUX
amfbr-2071	319	8	been	be	AUX
amfbr-2071	319	9	on	on	ADP
amfbr-2071	319	10	all	all	DET
amfbr-2071	319	11	the	the	DET
amfbr-2071	319	12	well	well	ADV
amfbr-2071	319	13	-	-	PUNCT
amfbr-2071	319	14	developed	develop	VERB
amfbr-2071	319	15	capital	capital	NOUN
amfbr-2071	319	16	markets	market	NOUN
amfbr-2071	319	17	around	around	ADP
amfbr-2071	319	18	the	the	DET
amfbr-2071	319	19	world	world	NOUN
amfbr-2071	319	20	both	both	PRON
amfbr-2071	319	21	developed	develop	VERB
amfbr-2071	319	22	,	,	PUNCT
amfbr-2071	319	23	emerging	emerge	VERB
amfbr-2071	319	24	,	,	PUNCT
amfbr-2071	319	25	developing	develop	VERB
amfbr-2071	319	26	and	and	CCONJ
amfbr-2071	319	27	underdeveloped	underdeveloped	ADJ
amfbr-2071	319	28	nations	nation	NOUN
amfbr-2071	319	29	.	.	PUNCT
amfbr-2071	320	1	this	this	PRON
amfbr-2071	320	2	will	will	AUX
amfbr-2071	320	3	help	help	VERB
amfbr-2071	320	4	to	to	PART
amfbr-2071	320	5	validate	validate	VERB
amfbr-2071	320	6	possible	possible	ADJ
amfbr-2071	320	7	inferences	inference	NOUN
amfbr-2071	320	8	,	,	PUNCT
amfbr-2071	320	9	theories	theory	NOUN
amfbr-2071	320	10	and	and	CCONJ
amfbr-2071	320	11	policy	policy	NOUN
amfbr-2071	320	12	making	making	NOUN
amfbr-2071	320	13	.	.	PUNCT
amfbr-2071	321	1	the	the	DET
amfbr-2071	321	2	study	study	NOUN
amfbr-2071	321	3	is	be	AUX
amfbr-2071	321	4	limited	limit	VERB
amfbr-2071	321	5	to	to	ADP
amfbr-2071	321	6	nigeria	nigeria	PRON
amfbr-2071	321	7	,	,	PUNCT
amfbr-2071	321	8	south	south	PROPN
amfbr-2071	321	9	africa	africa	PROPN
amfbr-2071	321	10	,	,	PUNCT
amfbr-2071	321	11	usa	usa	PROPN
amfbr-2071	321	12	,	,	PUNCT
amfbr-2071	321	13	germany	germany	PROPN
amfbr-2071	321	14	,	,	PUNCT
amfbr-2071	321	15	united	united	PROPN
amfbr-2071	321	16	arab	arab	PROPN
amfbr-2071	321	17	emirate	emirate	PROPN
amfbr-2071	321	18	,	,	PUNCT
amfbr-2071	321	19	china	china	PROPN
amfbr-2071	321	20	,	,	PUNCT
amfbr-2071	321	21	and	and	CCONJ
amfbr-2071	321	22	nigeria	nigeria	PROPN
amfbr-2071	321	23	stock	stock	NOUN
amfbr-2071	321	24	markets	market	NOUN
amfbr-2071	321	25	.	.	PUNCT
amfbr-2071	322	1	the	the	DET
amfbr-2071	322	2	researcher	researcher	NOUN
amfbr-2071	322	3	had	have	AUX
amfbr-2071	322	4	wished	wish	VERB
amfbr-2071	322	5	it	it	PRON
amfbr-2071	322	6	was	be	AUX
amfbr-2071	322	7	extended	extend	VERB
amfbr-2071	322	8	to	to	ADP
amfbr-2071	322	9	all	all	DET
amfbr-2071	322	10	developed	develop	VERB
amfbr-2071	322	11	capital	capital	NOUN
amfbr-2071	322	12	markets	market	NOUN
amfbr-2071	322	13	around	around	ADP
amfbr-2071	322	14	the	the	DET
amfbr-2071	322	15	world	world	NOUN
amfbr-2071	322	16	but	but	CCONJ
amfbr-2071	322	17	was	be	AUX
amfbr-2071	322	18	hindered	hinder	VERB
amfbr-2071	322	19	by	by	ADP
amfbr-2071	322	20	unavailability	unavailability	NOUN
amfbr-2071	322	21	of	of	ADP
amfbr-2071	322	22	data	datum	NOUN
amfbr-2071	322	23	to	to	ADP
amfbr-2071	322	24	the	the	DET
amfbr-2071	322	25	researchers	researcher	NOUN
amfbr-2071	322	26	.	.	PUNCT
amfbr-2071	323	1	author	author	NOUN
amfbr-2071	323	2	contributions	contribution	NOUN
amfbr-2071	323	3	:	:	PUNCT
amfbr-2071	323	4	conceptualization	conceptualization	NOUN
amfbr-2071	323	5	,	,	PUNCT
amfbr-2071	323	6	e.c.a	e.c.a	NOUN
amfbr-2071	323	7	.	.	PUNCT
amfbr-2071	323	8	;	;	PUNCT
amfbr-2071	323	9	methodology	methodology	NOUN
amfbr-2071	323	10	,	,	PUNCT
amfbr-2071	323	11	e.c.a	e.c.a	NOUN
amfbr-2071	323	12	.	.	PUNCT
amfbr-2071	323	13	;	;	PUNCT
amfbr-2071	323	14	software	software	NOUN
amfbr-2071	323	15	,	,	PUNCT
amfbr-2071	323	16	e.c.a	e.c.a	NOUN
amfbr-2071	323	17	.	.	PROPN
amfbr-2071	323	18	;	;	PUNCT
amfbr-2071	323	19	validation	validation	NOUN
amfbr-2071	323	20	,	,	PUNCT
amfbr-2071	323	21	e.c.a	e.c.a	NOUN
amfbr-2071	323	22	.	.	PUNCT
amfbr-2071	323	23	;	;	PUNCT
amfbr-2071	323	24	formal	formal	ADJ
amfbr-2071	323	25	analysis	analysis	NOUN
amfbr-2071	323	26	,	,	PUNCT
amfbr-2071	323	27	e.c.a	e.c.a	NOUN
amfbr-2071	323	28	.	.	PUNCT
amfbr-2071	323	29	;	;	PUNCT
amfbr-2071	323	30	investigation	investigation	NOUN
amfbr-2071	323	31	,	,	PUNCT
amfbr-2071	323	32	e.c.a	e.c.a	NOUN
amfbr-2071	323	33	.	.	PROPN
amfbr-2071	323	34	;	;	PUNCT
amfbr-2071	323	35	resources	resource	NOUN
amfbr-2071	323	36	,	,	PUNCT
amfbr-2071	323	37	e.c.a	e.c.a	NOUN
amfbr-2071	323	38	.	.	PUNCT
amfbr-2071	323	39	;	;	PUNCT
amfbr-2071	323	40	data	datum	NOUN
amfbr-2071	323	41	curation	curation	NOUN
amfbr-2071	323	42	,	,	PUNCT
amfbr-2071	323	43	e.c.a	e.c.a	NOUN
amfbr-2071	323	44	.	.	PROPN
amfbr-2071	323	45	;	;	PUNCT
amfbr-2071	323	46	writing	write	VERB
amfbr-2071	323	47	–	–	PUNCT
amfbr-2071	323	48	original	original	ADJ
amfbr-2071	323	49	draft	draft	NOUN
amfbr-2071	323	50	preparation	preparation	NOUN
amfbr-2071	323	51	,	,	PUNCT
amfbr-2071	323	52	e.c.a	e.c.a	NOUN
amfbr-2071	323	53	.	.	PROPN
amfbr-2071	323	54	;	;	PUNCT
amfbr-2071	323	55	writing	write	VERB
amfbr-2071	323	56	–	–	PUNCT
amfbr-2071	323	57	review	review	NOUN
amfbr-2071	323	58	&	&	CCONJ
amfbr-2071	323	59	editing	editing	NOUN
amfbr-2071	323	60	,	,	PUNCT
amfbr-2071	323	61	e.c.a	e.c.a	NOUN
amfbr-2071	323	62	.	.	PROPN
amfbr-2071	323	63	;	;	PUNCT
amfbr-2071	323	64	visualization	visualization	NOUN
amfbr-2071	323	65	,	,	PUNCT
amfbr-2071	323	66	e.c.a	e.c.a	NOUN
amfbr-2071	323	67	.	.	PROPN
amfbr-2071	323	68	;	;	PUNCT
amfbr-2071	323	69	supervision	supervision	NOUN
amfbr-2071	323	70	,	,	PUNCT
amfbr-2071	323	71	e.c.a	e.c.a	NOUN
amfbr-2071	323	72	.	.	PUNCT
amfbr-2071	323	73	;	;	PUNCT
amfbr-2071	323	74	project	project	NOUN
amfbr-2071	323	75	administration	administration	NOUN
amfbr-2071	323	76	,	,	PUNCT
amfbr-2071	323	77	e.c.a	e.c.a	NOUN
amfbr-2071	323	78	.	.	PROPN
amfbr-2071	323	79	;	;	PUNCT
amfbr-2071	323	80	funding	funding	NOUN
amfbr-2071	323	81	acquisition	acquisition	NOUN
amfbr-2071	323	82	,	,	PUNCT
amfbr-2071	323	83	e.c.a	e.c.a	NOUN
amfbr-2071	323	84	.	.	PUNCT
amfbr-2071	324	1	authors	author	NOUN
amfbr-2071	324	2	have	have	AUX
amfbr-2071	324	3	read	read	VERB
amfbr-2071	324	4	and	and	CCONJ
amfbr-2071	324	5	agreed	agree	VERB
amfbr-2071	324	6	to	to	ADP
amfbr-2071	324	7	the	the	DET
amfbr-2071	324	8	published	publish	VERB
amfbr-2071	324	9	version	version	NOUN
amfbr-2071	324	10	of	of	ADP
amfbr-2071	324	11	the	the	DET
amfbr-2071	324	12	manuscript	manuscript	NOUN
amfbr-2071	324	13	.	.	PUNCT
amfbr-2071	325	1	institutional	institutional	ADJ
amfbr-2071	325	2	review	review	PROPN
amfbr-2071	325	3	board	board	NOUN
amfbr-2071	325	4	statement	statement	NOUN
amfbr-2071	325	5	:	:	PUNCT
amfbr-2071	325	6	ethical	ethical	ADJ
amfbr-2071	325	7	review	review	NOUN
amfbr-2071	325	8	and	and	CCONJ
amfbr-2071	325	9	approval	approval	NOUN
amfbr-2071	325	10	were	be	AUX
amfbr-2071	325	11	waived	waive	VERB
amfbr-2071	325	12	for	for	ADP
amfbr-2071	325	13	this	this	DET
amfbr-2071	325	14	study	study	NOUN
amfbr-2071	325	15	,	,	PUNCT
amfbr-2071	325	16	due	due	ADP
amfbr-2071	325	17	to	to	ADP
amfbr-2071	325	18	that	that	SCONJ
amfbr-2071	325	19	the	the	DET
amfbr-2071	325	20	research	research	NOUN
amfbr-2071	325	21	does	do	AUX
amfbr-2071	325	22	not	not	PART
amfbr-2071	325	23	deal	deal	VERB
amfbr-2071	325	24	with	with	ADP
amfbr-2071	325	25	vulnerable	vulnerable	ADJ
amfbr-2071	325	26	groups	group	NOUN
amfbr-2071	325	27	or	or	CCONJ
amfbr-2071	325	28	sensitive	sensitive	ADJ
amfbr-2071	325	29	issues	issue	NOUN
amfbr-2071	325	30	.	.	PUNCT
amfbr-2071	326	1	funding	funding	NOUN
amfbr-2071	326	2	:	:	PUNCT
amfbr-2071	326	3	the	the	DET
amfbr-2071	326	4	authors	author	NOUN
amfbr-2071	326	5	received	receive	VERB
amfbr-2071	326	6	no	no	DET
amfbr-2071	326	7	direct	direct	ADJ
amfbr-2071	326	8	funding	funding	NOUN
amfbr-2071	326	9	for	for	ADP
amfbr-2071	326	10	this	this	DET
amfbr-2071	326	11	research	research	NOUN
amfbr-2071	326	12	.	.	PUNCT
amfbr-2071	327	1	acknowledgments	acknowledgment	NOUN
amfbr-2071	327	2	:	:	PUNCT
amfbr-2071	327	3	n	n	CCONJ
amfbr-2071	327	4	/	/	SYM
amfbr-2071	327	5	a	a	DET
amfbr-2071	327	6	informed	informed	ADJ
amfbr-2071	327	7	consent	consent	NOUN
amfbr-2071	327	8	statement	statement	NOUN
amfbr-2071	327	9	:	:	PUNCT
amfbr-2071	327	10	informed	inform	VERB
amfbr-2071	327	11	consent	consent	NOUN
amfbr-2071	327	12	was	be	AUX
amfbr-2071	327	13	obtained	obtain	VERB
amfbr-2071	327	14	from	from	ADP
amfbr-2071	327	15	all	all	DET
amfbr-2071	327	16	subjects	subject	NOUN
amfbr-2071	327	17	involved	involve	VERB
amfbr-2071	327	18	in	in	ADP
amfbr-2071	327	19	the	the	DET
amfbr-2071	327	20	study	study	NOUN
amfbr-2071	327	21	.	.	PUNCT
amfbr-2071	328	1	data	datum	NOUN
amfbr-2071	328	2	availability	availability	NOUN
amfbr-2071	328	3	statement	statement	NOUN
amfbr-2071	328	4	:	:	PUNCT
amfbr-2071	328	5	the	the	DET
amfbr-2071	328	6	data	datum	NOUN
amfbr-2071	328	7	presented	present	VERB
amfbr-2071	328	8	in	in	ADP
amfbr-2071	328	9	this	this	DET
amfbr-2071	328	10	study	study	NOUN
amfbr-2071	328	11	are	be	AUX
amfbr-2071	328	12	available	available	ADJ
amfbr-2071	328	13	on	on	ADP
amfbr-2071	328	14	request	request	NOUN
amfbr-2071	328	15	from	from	ADP
amfbr-2071	328	16	the	the	DET
amfbr-2071	328	17	corresponding	corresponding	ADJ
amfbr-2071	328	18	author	author	NOUN
amfbr-2071	328	19	.	.	PUNCT
amfbr-2071	329	1	the	the	DET
amfbr-2071	329	2	data	datum	NOUN
amfbr-2071	329	3	are	be	AUX
amfbr-2071	329	4	not	not	PART
amfbr-2071	329	5	publicly	publicly	ADV
amfbr-2071	329	6	available	available	ADJ
amfbr-2071	329	7	due	due	ADP
amfbr-2071	329	8	to	to	ADP
amfbr-2071	329	9	restrictions	restriction	NOUN
amfbr-2071	329	10	.	.	PUNCT
amfbr-2071	330	1	conflicts	conflict	NOUN
amfbr-2071	330	2	of	of	ADP
amfbr-2071	330	3	interest	interest	NOUN
amfbr-2071	330	4	:	:	PUNCT
amfbr-2071	330	5	the	the	DET
amfbr-2071	330	6	authors	author	NOUN
amfbr-2071	330	7	declare	declare	VERB
amfbr-2071	330	8	no	no	DET
amfbr-2071	330	9	conflict	conflict	NOUN
amfbr-2071	330	10	of	of	ADP
amfbr-2071	330	11	interest	interest	NOUN
amfbr-2071	330	12	.	.	PUNCT
amfbr-2071	331	1	agwu	agwu	PROPN
amfbr-2071	331	2	,	,	PUNCT
amfbr-2071	331	3	american	american	PROPN
amfbr-2071	331	4	finance	finance	PROPN
amfbr-2071	331	5	&	&	CCONJ
amfbr-2071	331	6	banking	banking	PROPN
amfbr-2071	331	7	review	review	NOUN
amfbr-2071	331	8	8(1	8(1	NOUN
amfbr-2071	331	9	)	)	PUNCT
amfbr-2071	331	10	(	(	PUNCT
amfbr-2071	331	11	2023	2023	NUM
amfbr-2071	331	12	)	)	PUNCT
amfbr-2071	331	13	,	,	PUNCT
amfbr-2071	331	14	1	1	NUM
amfbr-2071	331	15	-	-	SYM
amfbr-2071	331	16	13	13	NUM
amfbr-2071	331	17	12	12	NUM
amfbr-2071	331	18	references	reference	NOUN
amfbr-2071	331	19	adebanjo	adebanjo	VERB
amfbr-2071	331	20	,	,	PUNCT
amfbr-2071	331	21	j.	j.	PROPN
amfbr-2071	331	22	f.	f.	PROPN
amfbr-2071	331	23	,	,	PUNCT
amfbr-2071	331	24	awonusi	awonusi	PROPN
amfbr-2071	331	25	,	,	PUNCT
amfbr-2071	331	26	f.	f.	PROPN
amfbr-2071	331	27	,	,	PUNCT
amfbr-2071	331	28	&	&	CCONJ
amfbr-2071	331	29	eseyin	eseyin	PROPN
amfbr-2071	331	30	,	,	PUNCT
amfbr-2071	331	31	o.	o.	PROPN
amfbr-2071	331	32	(	(	PUNCT
amfbr-2071	331	33	2018	2018	NUM
amfbr-2071	331	34	)	)	PUNCT
amfbr-2071	331	35	.	.	PUNCT
amfbr-2071	332	1	the	the	DET
amfbr-2071	332	2	weak	weak	ADJ
amfbr-2071	332	3	form	form	NOUN
amfbr-2071	332	4	market	market	NOUN
amfbr-2071	332	5	efficiency	efficiency	NOUN
amfbr-2071	332	6	and	and	CCONJ
amfbr-2071	332	7	the	the	DET
amfbr-2071	332	8	nigerian	nigerian	ADJ
amfbr-2071	332	9	stock	stock	NOUN
amfbr-2071	332	10	exchange	exchange	PROPN
amfbr-2071	332	11	.	.	PUNCT
amfbr-2071	333	1	afro	afro	PROPN
amfbr-2071	333	2	asian	asian	ADJ
amfbr-2071	333	3	journal	journal	NOUN
amfbr-2071	333	4	of	of	ADP
amfbr-2071	333	5	social	social	ADJ
amfbr-2071	333	6	science	science	NOUN
amfbr-2071	333	7	,	,	PUNCT
amfbr-2071	333	8	9(4	9(4	NUM
amfbr-2071	333	9	)	)	PUNCT
amfbr-2071	333	10	,	,	PUNCT
amfbr-2071	333	11	1	1	NUM
amfbr-2071	333	12	-	-	SYM
amfbr-2071	333	13	17	17	NUM
amfbr-2071	333	14	.	.	PUNCT
amfbr-2071	334	1	afego	afego	PROPN
amfbr-2071	334	2	,	,	PUNCT
amfbr-2071	334	3	p.	p.	NOUN
amfbr-2071	334	4	(	(	PUNCT
amfbr-2071	334	5	2012	2012	NUM
amfbr-2071	334	6	)	)	PUNCT
amfbr-2071	334	7	.	.	PUNCT
amfbr-2071	335	1	weak	weak	ADJ
amfbr-2071	335	2	form	form	NOUN
amfbr-2071	335	3	efficiency	efficiency	NOUN
amfbr-2071	335	4	of	of	ADP
amfbr-2071	335	5	the	the	DET
amfbr-2071	335	6	nigerian	nigerian	ADJ
amfbr-2071	335	7	stock	stock	NOUN
amfbr-2071	335	8	market	market	NOUN
amfbr-2071	335	9	:	:	PUNCT
amfbr-2071	335	10	an	an	DET
amfbr-2071	335	11	empirical	empirical	ADJ
amfbr-2071	335	12	analysis	analysis	NOUN
amfbr-2071	335	13	.	.	PUNCT
amfbr-2071	336	1	international	international	ADJ
amfbr-2071	336	2	journal	journal	PROPN
amfbr-2071	336	3	of	of	ADP
amfbr-2071	336	4	economics	economic	NOUN
amfbr-2071	336	5	and	and	CCONJ
amfbr-2071	336	6	financial	financial	ADJ
amfbr-2071	336	7	issues	issue	NOUN
amfbr-2071	336	8	,	,	PUNCT
amfbr-2071	336	9	2(3	2(3	NUM
amfbr-2071	336	10	)	)	PUNCT
amfbr-2071	336	11	,	,	PUNCT
amfbr-2071	336	12	340	340	NUM
amfbr-2071	336	13	-	-	SYM
amfbr-2071	336	14	347	347	NUM
amfbr-2071	336	15	.	.	PUNCT
amfbr-2071	337	1	ajao	ajao	PROPN
amfbr-2071	337	2	,	,	PUNCT
amfbr-2071	337	3	m.	m.	NOUN
amfbr-2071	337	4	g.	g.	PROPN
amfbr-2071	337	5	,	,	PUNCT
amfbr-2071	337	6	&	&	CCONJ
amfbr-2071	337	7	osayuwu	osayuwu	PROPN
amfbr-2071	337	8	,	,	PUNCT
amfbr-2071	337	9	r.	r.	PROPN
amfbr-2071	337	10	(	(	PUNCT
amfbr-2071	337	11	2012	2012	NUM
amfbr-2071	337	12	)	)	PUNCT
amfbr-2071	337	13	.	.	PUNCT
amfbr-2071	338	1	testing	test	VERB
amfbr-2071	338	2	the	the	DET
amfbr-2071	338	3	weak	weak	ADJ
amfbr-2071	338	4	form	form	NOUN
amfbr-2071	338	5	of	of	ADP
amfbr-2071	338	6	efficient	efficient	ADJ
amfbr-2071	338	7	market	market	NOUN
amfbr-2071	338	8	hypothesis	hypothesis	NOUN
amfbr-2071	338	9	in	in	ADP
amfbr-2071	338	10	nigerian	nigerian	ADJ
amfbr-2071	338	11	capital	capital	NOUN
amfbr-2071	338	12	market	market	NOUN
amfbr-2071	338	13	.	.	PUNCT
amfbr-2071	339	1	accounting	accounting	NOUN
amfbr-2071	339	2	and	and	CCONJ
amfbr-2071	339	3	finance	finance	NOUN
amfbr-2071	339	4	research	research	NOUN
amfbr-2071	339	5	,	,	PUNCT
amfbr-2071	339	6	1(1	1(1	NUM
amfbr-2071	339	7	)	)	PUNCT
amfbr-2071	339	8	,	,	PUNCT
amfbr-2071	339	9	169	169	NUM
amfbr-2071	339	10	-	-	SYM
amfbr-2071	339	11	179	179	NUM
amfbr-2071	339	12	.	.	PUNCT
amfbr-2071	340	1	awais	awais	PROPN
amfbr-2071	340	2	,	,	PUNCT
amfbr-2071	340	3	m.	m.	NOUN
amfbr-2071	340	4	,	,	PUNCT
amfbr-2071	340	5	laber	laber	PROPN
amfbr-2071	340	6	m.	m.	PROPN
amfbr-2071	340	7	f.	f.	PROPN
amfbr-2071	340	8	,	,	PUNCT
amfbr-2071	340	9	rasheed	rasheed	NOUN
amfbr-2071	340	10	,	,	PUNCT
amfbr-2071	340	11	n.	n.	NOUN
amfbr-2071	340	12	,	,	PUNCT
amfbr-2071	340	13	&	&	CCONJ
amfbr-2071	340	14	khursheed	khursheed	PROPN
amfbr-2071	340	15	,	,	PUNCT
amfbr-2071	340	16	a.	a.	NOUN
amfbr-2071	340	17	(	(	PUNCT
amfbr-2071	340	18	2016	2016	NUM
amfbr-2071	340	19	)	)	PUNCT
amfbr-2071	340	20	.	.	PUNCT
amfbr-2071	341	1	impact	impact	NOUN
amfbr-2071	341	2	of	of	ADP
amfbr-2071	341	3	financial	financial	ADJ
amfbr-2071	341	4	literacy	literacy	NOUN
amfbr-2071	341	5	and	and	CCONJ
amfbr-2071	341	6	investment	investment	NOUN
amfbr-2071	341	7	experience	experience	NOUN
amfbr-2071	341	8	on	on	ADP
amfbr-2071	341	9	risk	risk	NOUN
amfbr-2071	341	10	tolerance	tolerance	NOUN
amfbr-2071	341	11	and	and	CCONJ
amfbr-2071	341	12	investment	investment	NOUN
amfbr-2071	341	13	decisions	decision	NOUN
amfbr-2071	341	14	:	:	PUNCT
amfbr-2071	341	15	empirical	empirical	ADJ
amfbr-2071	341	16	evidence	evidence	NOUN
amfbr-2071	341	17	from	from	ADP
amfbr-2071	341	18	pakistan	pakistan	PROPN
amfbr-2071	341	19	.	.	PUNCT
amfbr-2071	342	1	international	international	ADJ
amfbr-2071	342	2	journal	journal	PROPN
amfbr-2071	342	3	of	of	ADP
amfbr-2071	342	4	economics	economic	NOUN
amfbr-2071	342	5	and	and	CCONJ
amfbr-2071	342	6	financial	financial	ADJ
amfbr-2071	342	7	issues	issue	NOUN
amfbr-2071	342	8	,	,	PUNCT
amfbr-2071	342	9	6(1	6(1	NUM
amfbr-2071	342	10	)	)	PUNCT
amfbr-2071	342	11	,	,	PUNCT
amfbr-2071	342	12	3–79	3–79	ADV
amfbr-2071	342	13	.	.	PUNCT
amfbr-2071	343	1	aydin	aydin	NOUN
amfbr-2071	343	2	,	,	PUNCT
amfbr-2071	343	3	s.	s.	PROPN
amfbr-2071	343	4	,	,	PUNCT
amfbr-2071	343	5	özer	özer	NOUN
amfbr-2071	343	6	,	,	PUNCT
amfbr-2071	343	7	g.	g.	PROPN
amfbr-2071	343	8	,	,	PUNCT
amfbr-2071	343	9	&	&	CCONJ
amfbr-2071	343	10	arasil	arasil	PROPN
amfbr-2071	343	11	,	,	PUNCT
amfbr-2071	343	12	ö.	ö.	NOUN
amfbr-2071	343	13	(	(	PUNCT
amfbr-2071	343	14	2005	2005	NUM
amfbr-2071	343	15	)	)	PUNCT
amfbr-2071	343	16	.	.	PUNCT
amfbr-2071	344	1	customer	customer	NOUN
amfbr-2071	344	2	loyalty	loyalty	NOUN
amfbr-2071	344	3	and	and	CCONJ
amfbr-2071	344	4	the	the	DET
amfbr-2071	344	5	effect	effect	NOUN
amfbr-2071	344	6	of	of	ADP
amfbr-2071	344	7	switching	switch	VERB
amfbr-2071	344	8	costs	cost	NOUN
amfbr-2071	344	9	as	as	ADP
amfbr-2071	344	10	a	a	DET
amfbr-2071	344	11	moderator	moderator	NOUN
amfbr-2071	344	12	variable	variable	NOUN
amfbr-2071	344	13	.	.	PUNCT
amfbr-2071	345	1	marketing	marketing	NOUN
amfbr-2071	345	2	intelligence	intelligence	PROPN
amfbr-2071	345	3	&	&	CCONJ
amfbr-2071	345	4	planning	planning	PROPN
amfbr-2071	345	5	,	,	PUNCT
amfbr-2071	345	6	23(1	23(1	NUM
amfbr-2071	345	7	)	)	PUNCT
amfbr-2071	345	8	,	,	PUNCT
amfbr-2071	345	9	89–103	89–103	PROPN
amfbr-2071	345	10	.	.	NOUN
amfbr-2071	345	11	babajide	babajide	PROPN
amfbr-2071	345	12	a.	a.	PROPN
amfbr-2071	345	13	a.	a.	PROPN
amfbr-2071	345	14	,	,	PUNCT
amfbr-2071	345	15	&	&	CCONJ
amfbr-2071	345	16	adetiloye	adetiloye	PROPN
amfbr-2071	345	17	k.	k.	PROPN
amfbr-2071	345	18	a.	a.	PROPN
amfbr-2071	345	19	(	(	PUNCT
amfbr-2071	345	20	2012	2012	NUM
amfbr-2071	345	21	)	)	PUNCT
amfbr-2071	345	22	.	.	PUNCT
amfbr-2071	346	1	investors	investor	NOUN
amfbr-2071	346	2	’	'	PUNCT
amfbr-2071	346	3	behavioural	behavioural	ADJ
amfbr-2071	346	4	biases	bias	NOUN
amfbr-2071	346	5	and	and	CCONJ
amfbr-2071	346	6	the	the	DET
amfbr-2071	346	7	security	security	NOUN
amfbr-2071	346	8	market	market	NOUN
amfbr-2071	346	9	:	:	PUNCT
amfbr-2071	346	10	an	an	DET
amfbr-2071	346	11	empirical	empirical	ADJ
amfbr-2071	346	12	study	study	NOUN
amfbr-2071	346	13	of	of	ADP
amfbr-2071	346	14	the	the	DET
amfbr-2071	346	15	nigerian	nigerian	ADJ
amfbr-2071	346	16	security	security	NOUN
amfbr-2071	346	17	market	market	NOUN
amfbr-2071	346	18	.	.	PUNCT
amfbr-2071	347	1	accounting	accounting	NOUN
amfbr-2071	347	2	and	and	CCONJ
amfbr-2071	347	3	finance	finance	NOUN
amfbr-2071	347	4	research	research	NOUN
amfbr-2071	347	5	,	,	PUNCT
amfbr-2071	347	6	1(1	1(1	NUM
amfbr-2071	347	7	)	)	PUNCT
amfbr-2071	347	8	,	,	PUNCT
amfbr-2071	347	9	219–229	219–229	NUM
amfbr-2071	347	10	.	.	PUNCT
amfbr-2071	348	1	bachellier	bachellier	NOUN
amfbr-2071	348	2	,	,	PUNCT
amfbr-2071	348	3	l.	l.	PROPN
amfbr-2071	348	4	(	(	PUNCT
amfbr-2071	348	5	1900	1900	NUM
amfbr-2071	348	6	)	)	PUNCT
amfbr-2071	348	7	.	.	PUNCT
amfbr-2071	349	1	theorie	theorie	PROPN
amfbr-2071	349	2	de	de	PROPN
amfbr-2071	349	3	la	la	PROPN
amfbr-2071	349	4	paris	paris	PROPN
amfbr-2071	349	5	:	:	PUNCT
amfbr-2071	349	6	gauthier	gauthier	PROPN
amfbr-2071	349	7	villars	villars	PROPN
amfbr-2071	349	8	.	.	PUNCT
amfbr-2071	350	1	reprinted	reprint	VERB
amfbr-2071	350	2	in	in	ADP
amfbr-2071	350	3	english	english	PROPN
amfbr-2071	350	4	(	(	PUNCT
amfbr-2071	350	5	bones	bone	NOUN
amfbr-2071	350	6	trans	tran	NOUN
amfbr-2071	350	7	.	.	PUNCT
amfbr-2071	350	8	)	)	PUNCT
amfbr-2071	351	1	in	in	ADP
amfbr-2071	351	2	cootner	cootn	ADJ
amfbr-2071	351	3	ph	ph	PROPN
amfbr-2071	351	4	edited	edit	VERB
amfbr-2071	351	5	1964	1964	NUM
amfbr-2071	351	6	.	.	PUNCT
amfbr-2071	352	1	the	the	DET
amfbr-2071	352	2	random	random	ADJ
amfbr-2071	352	3	character	character	NOUN
amfbr-2071	352	4	of	of	ADP
amfbr-2071	352	5	stock	stock	NOUN
amfbr-2071	352	6	market	market	NOUN
amfbr-2071	352	7	prices	price	NOUN
amfbr-2071	352	8	,	,	PUNCT
amfbr-2071	352	9	mitpress	mitpress	ADJ
amfbr-2071	352	10	.	.	PUNCT
amfbr-2071	353	1	bailey	bailey	PROPN
amfbr-2071	353	2	,	,	PUNCT
amfbr-2071	353	3	r.	r.	PROPN
amfbr-2071	353	4	,	,	PUNCT
amfbr-2071	353	5	&	&	CCONJ
amfbr-2071	353	6	ball	ball	PROPN
amfbr-2071	353	7	s.	s.	PROPN
amfbr-2071	353	8	(	(	PUNCT
amfbr-2071	353	9	2006	2006	NUM
amfbr-2071	353	10	)	)	PUNCT
amfbr-2071	353	11	.	.	PUNCT
amfbr-2071	354	1	an	an	DET
amfbr-2071	354	2	exploration	exploration	NOUN
amfbr-2071	354	3	of	of	ADP
amfbr-2071	354	4	the	the	DET
amfbr-2071	354	5	meanings	meaning	NOUN
amfbr-2071	354	6	of	of	ADP
amfbr-2071	354	7	hotel	hotel	NOUN
amfbr-2071	354	8	brand	brand	NOUN
amfbr-2071	354	9	equity	equity	PROPN
amfbr-2071	354	10	.	.	PUNCT
amfbr-2071	355	1	service	service	NOUN
amfbr-2071	355	2	industries	industry	NOUN
amfbr-2071	355	3	journal	journal	NOUN
amfbr-2071	355	4	,	,	PUNCT
amfbr-2071	355	5	26(1	26(1	NUM
amfbr-2071	355	6	)	)	PUNCT
amfbr-2071	355	7	,	,	PUNCT
amfbr-2071	355	8	1538	1538	NUM
amfbr-2071	355	9	.	.	PUNCT
amfbr-2071	356	1	bakar	bakar	NOUN
amfbr-2071	356	2	,	,	PUNCT
amfbr-2071	356	3	s.	s.	PROPN
amfbr-2071	356	4	,	,	PUNCT
amfbr-2071	356	5	&	&	CCONJ
amfbr-2071	356	6	yi	yi	PROPN
amfbr-2071	356	7	,	,	PUNCT
amfbr-2071	356	8	a.	a.	PROPN
amfbr-2071	356	9	n.	n.	PROPN
amfbr-2071	356	10	c.	c.	PROPN
amfbr-2071	356	11	(	(	PUNCT
amfbr-2071	356	12	2016	2016	NUM
amfbr-2071	356	13	)	)	PUNCT
amfbr-2071	356	14	.	.	PUNCT
amfbr-2071	357	1	the	the	DET
amfbr-2071	357	2	impact	impact	NOUN
amfbr-2071	357	3	of	of	ADP
amfbr-2071	357	4	psychological	psychological	ADJ
amfbr-2071	357	5	factors	factor	NOUN
amfbr-2071	357	6	on	on	ADP
amfbr-2071	357	7	investors	investor	NOUN
amfbr-2071	357	8	’	'	PUNCT
amfbr-2071	357	9	decision	decision	NOUN
amfbr-2071	357	10	making	making	NOUN
amfbr-2071	357	11	in	in	ADP
amfbr-2071	357	12	malaysian	malaysian	ADJ
amfbr-2071	357	13	stock	stock	NOUN
amfbr-2071	357	14	market	market	NOUN
amfbr-2071	357	15	:	:	PUNCT
amfbr-2071	357	16	a	a	DET
amfbr-2071	357	17	case	case	NOUN
amfbr-2071	357	18	of	of	ADP
amfbr-2071	357	19	klang	klang	PROPN
amfbr-2071	357	20	valley	valley	PROPN
amfbr-2071	357	21	and	and	CCONJ
amfbr-2071	357	22	pahang	pahang	PROPN
amfbr-2071	357	23	.	.	PUNCT
amfbr-2071	358	1	procedia	procedia	PROPN
amfbr-2071	358	2	economics	economic	NOUN
amfbr-2071	358	3	and	and	CCONJ
amfbr-2071	358	4	finance	finance	NOUN
amfbr-2071	358	5	,	,	PUNCT
amfbr-2071	358	6	35	35	NUM
amfbr-2071	358	7	,	,	PUNCT
amfbr-2071	358	8	319–328	319–328	NUM
amfbr-2071	358	9	.	.	PUNCT
amfbr-2071	359	1	baker	baker	PROPN
amfbr-2071	359	2	,	,	PUNCT
amfbr-2071	359	3	h.	h.	PROPN
amfbr-2071	359	4	k.	k.	PROPN
amfbr-2071	359	5	,	,	PUNCT
amfbr-2071	359	6	kumar	kumar	PROPN
amfbr-2071	359	7	,	,	PUNCT
amfbr-2071	359	8	s.	s.	PROPN
amfbr-2071	359	9	,	,	PUNCT
amfbr-2071	359	10	goyal	goyal	PROPN
amfbr-2071	359	11	,	,	PUNCT
amfbr-2071	359	12	n.	n.	NOUN
amfbr-2071	359	13	,	,	PUNCT
amfbr-2071	359	14	&	&	CCONJ
amfbr-2071	359	15	gaur	gaur	PROPN
amfbr-2071	359	16	,	,	PUNCT
amfbr-2071	359	17	v.	v.	PROPN
amfbr-2071	359	18	(	(	PUNCT
amfbr-2071	359	19	2019	2019	NUM
amfbr-2071	359	20	)	)	PUNCT
amfbr-2071	359	21	.	.	PUNCT
amfbr-2071	360	1	how	how	SCONJ
amfbr-2071	360	2	financial	financial	ADJ
amfbr-2071	360	3	literacy	literacy	NOUN
amfbr-2071	360	4	and	and	CCONJ
amfbr-2071	360	5	demographic	demographic	ADJ
amfbr-2071	360	6	variables	variable	NOUN
amfbr-2071	360	7	relate	relate	VERB
amfbr-2071	360	8	to	to	ADP
amfbr-2071	360	9	behavioral	behavioral	ADJ
amfbr-2071	360	10	biases	bias	NOUN
amfbr-2071	360	11	.	.	PUNCT
amfbr-2071	361	1	managerial	managerial	ADJ
amfbr-2071	361	2	finance	finance	NOUN
amfbr-2071	361	3	,	,	PUNCT
amfbr-2071	361	4	45	45	NUM
amfbr-2071	361	5	,	,	PUNCT
amfbr-2071	361	6	124–146	124–146	NUM
amfbr-2071	361	7	.	.	PUNCT
amfbr-2071	361	8	barberis	barberis	PROPN
amfbr-2071	361	9	,	,	PUNCT
amfbr-2071	361	10	n.	n.	NOUN
amfbr-2071	361	11	,	,	PUNCT
amfbr-2071	361	12	&	&	CCONJ
amfbr-2071	361	13	thaler	thaler	PROPN
amfbr-2071	361	14	,	,	PUNCT
amfbr-2071	361	15	r.	r.	PROPN
amfbr-2071	361	16	(	(	PUNCT
amfbr-2071	361	17	2003	2003	NUM
amfbr-2071	361	18	)	)	PUNCT
amfbr-2071	361	19	.	.	PUNCT
amfbr-2071	362	1	a	a	DET
amfbr-2071	362	2	survey	survey	NOUN
amfbr-2071	362	3	of	of	ADP
amfbr-2071	362	4	behavioral	behavioral	ADJ
amfbr-2071	362	5	finance	finance	NOUN
amfbr-2071	362	6	.	.	PUNCT
amfbr-2071	363	1	handbook	handbook	NOUN
amfbr-2071	363	2	of	of	ADP
amfbr-2071	363	3	the	the	DET
amfbr-2071	363	4	economics	economic	NOUN
amfbr-2071	363	5	of	of	ADP
amfbr-2071	363	6	finance	finance	NOUN
amfbr-2071	363	7	,	,	PUNCT
amfbr-2071	363	8	1	1	NUM
amfbr-2071	363	9	,	,	PUNCT
amfbr-2071	363	10	1053–1128	1053–1128	NUM
amfbr-2071	363	11	.	.	PUNCT
amfbr-2071	364	1	bhalla	bhalla	PROPN
amfbr-2071	364	2	,	,	PUNCT
amfbr-2071	364	3	v.	v.	PROPN
amfbr-2071	364	4	k.	k.	PROPN
amfbr-2071	364	5	(	(	PUNCT
amfbr-2071	364	6	2011	2011	NUM
amfbr-2071	364	7	)	)	PUNCT
amfbr-2071	364	8	.	.	PUNCT
amfbr-2071	365	1	investment	investment	NOUN
amfbr-2071	365	2	management	management	NOUN
amfbr-2071	365	3	:	:	PUNCT
amfbr-2071	365	4	security	security	NOUN
amfbr-2071	365	5	analysis	analysis	NOUN
amfbr-2071	365	6	and	and	CCONJ
amfbr-2071	365	7	portfolio	portfolio	NOUN
amfbr-2071	365	8	management	management	NOUN
amfbr-2071	365	9	.	.	PUNCT
amfbr-2071	366	1	new	new	ADJ
amfbr-2071	366	2	delhi	delhi	PROPN
amfbr-2071	366	3	:	:	PUNCT
amfbr-2071	366	4	s.	s.	PROPN
amfbr-2071	366	5	chad	chad	PROPN
amfbr-2071	366	6	and	and	CCONJ
amfbr-2071	366	7	company	company	PROPN
amfbr-2071	366	8	ltd	ltd	PROPN
amfbr-2071	366	9	.	.	PROPN
amfbr-2071	366	10	bhatia	bhatia	PROPN
amfbr-2071	366	11	,	,	PUNCT
amfbr-2071	366	12	a.	a.	PROPN
amfbr-2071	366	13	,	,	PUNCT
amfbr-2071	366	14	chandani	chandani	PROPN
amfbr-2071	366	15	,	,	PUNCT
amfbr-2071	366	16	a.	a.	NOUN
amfbr-2071	366	17	,	,	PUNCT
amfbr-2071	366	18	&	&	CCONJ
amfbr-2071	366	19	chhateja	chhateja	PROPN
amfbr-2071	366	20	,	,	PUNCT
amfbr-2071	366	21	j.	j.	PROPN
amfbr-2071	366	22	(	(	PUNCT
amfbr-2071	366	23	2020	2020	NUM
amfbr-2071	366	24	)	)	PUNCT
amfbr-2071	366	25	.	.	PUNCT
amfbr-2071	367	1	robo	robo	NOUN
amfbr-2071	367	2	advisory	advisory	NOUN
amfbr-2071	367	3	and	and	CCONJ
amfbr-2071	367	4	its	its	PRON
amfbr-2071	367	5	potential	potential	NOUN
amfbr-2071	367	6	in	in	ADP
amfbr-2071	367	7	addressing	address	VERB
amfbr-2071	367	8	the	the	DET
amfbr-2071	367	9	behavioral	behavioral	ADJ
amfbr-2071	367	10	biases	bias	NOUN
amfbr-2071	367	11	of	of	ADP
amfbr-2071	367	12	investors	investor	NOUN
amfbr-2071	367	13	:	:	PUNCT
amfbr-2071	367	14	a	a	DET
amfbr-2071	367	15	qualitative	qualitative	ADJ
amfbr-2071	367	16	study	study	NOUN
amfbr-2071	367	17	in	in	ADP
amfbr-2071	367	18	indian	indian	ADJ
amfbr-2071	367	19	context	context	NOUN
amfbr-2071	367	20	.	.	PUNCT
amfbr-2071	368	1	journal	journal	NOUN
amfbr-2071	368	2	of	of	ADP
amfbr-2071	368	3	behavioral	behavioral	ADJ
amfbr-2071	368	4	and	and	CCONJ
amfbr-2071	368	5	experimental	experimental	ADJ
amfbr-2071	368	6	finance	finance	NOUN
amfbr-2071	368	7	,	,	PUNCT
amfbr-2071	368	8	25	25	NUM
amfbr-2071	368	9	,	,	PUNCT
amfbr-2071	368	10	1–9	1–9	NUM
amfbr-2071	368	11	.	.	PUNCT
amfbr-2071	368	12	bikhchandani	bikhchandani	PROPN
amfbr-2071	368	13	,	,	PUNCT
amfbr-2071	368	14	s.	s.	PROPN
amfbr-2071	368	15	,	,	PUNCT
amfbr-2071	368	16	hirshleifer	hirshleifer	PROPN
amfbr-2071	368	17	,	,	PUNCT
amfbr-2071	368	18	d.	d.	PROPN
amfbr-2071	368	19	,	,	PUNCT
amfbr-2071	368	20	&	&	CCONJ
amfbr-2071	368	21	welch	welch	PROPN
amfbr-2071	368	22	,	,	PUNCT
amfbr-2071	368	23	i.	i.	PROPN
amfbr-2071	368	24	(	(	PUNCT
amfbr-2071	368	25	1992	1992	NUM
amfbr-2071	368	26	)	)	PUNCT
amfbr-2071	368	27	.	.	PUNCT
amfbr-2071	369	1	a	a	DET
amfbr-2071	369	2	theory	theory	NOUN
amfbr-2071	369	3	of	of	ADP
amfbr-2071	369	4	fads	fad	NOUN
amfbr-2071	369	5	,	,	PUNCT
amfbr-2071	369	6	fashion	fashion	NOUN
amfbr-2071	369	7	,	,	PUNCT
amfbr-2071	369	8	custom	custom	ADJ
amfbr-2071	369	9	,	,	PUNCT
amfbr-2071	369	10	and	and	CCONJ
amfbr-2071	369	11	cultural	cultural	ADJ
amfbr-2071	369	12	change	change	NOUN
amfbr-2071	369	13	as	as	ADP
amfbr-2071	369	14	informational	informational	ADJ
amfbr-2071	369	15	cascades	cascade	NOUN
amfbr-2071	369	16	.	.	PUNCT
amfbr-2071	370	1	journal	journal	NOUN
amfbr-2071	370	2	of	of	ADP
amfbr-2071	370	3	political	political	ADJ
amfbr-2071	370	4	economy	economy	NOUN
amfbr-2071	370	5	,	,	PUNCT
amfbr-2071	370	6	100(5	100(5	NUM
amfbr-2071	370	7	)	)	PUNCT
amfbr-2071	370	8	,	,	PUNCT
amfbr-2071	370	9	992	992	NUM
amfbr-2071	370	10	–	–	PUNCT
amfbr-2071	370	11	1026	1026	NUM
amfbr-2071	370	12	.	.	PUNCT
amfbr-2071	371	1	black	black	ADJ
amfbr-2071	371	2	,	,	PUNCT
amfbr-2071	371	3	f.	f.	PROPN
amfbr-2071	371	4	(	(	PUNCT
amfbr-2071	371	5	1976	1976	NUM
amfbr-2071	371	6	)	)	PUNCT
amfbr-2071	371	7	.	.	PUNCT
amfbr-2071	372	1	studies	study	NOUN
amfbr-2071	372	2	of	of	ADP
amfbr-2071	372	3	stock	stock	NOUN
amfbr-2071	372	4	market	market	NOUN
amfbr-2071	372	5	volatility	volatility	NOUN
amfbr-2071	372	6	changes	change	NOUN
amfbr-2071	372	7	.	.	PUNCT
amfbr-2071	373	1	proceedings	proceeding	NOUN
amfbr-2071	373	2	of	of	ADP
amfbr-2071	373	3	the	the	DET
amfbr-2071	373	4	american	american	PROPN
amfbr-2071	373	5	statistical	statistical	PROPN
amfbr-2071	373	6	association	association	NOUN
amfbr-2071	373	7	,	,	PUNCT
amfbr-2071	373	8	business	business	NOUN
amfbr-2071	373	9	and	and	CCONJ
amfbr-2071	373	10	economics	economic	NOUN
amfbr-2071	373	11	section	section	NOUN
amfbr-2071	373	12	,	,	PUNCT
amfbr-2071	373	13	177	177	NUM
amfbr-2071	373	14	-	-	SYM
amfbr-2071	373	15	181	181	NUM
amfbr-2071	373	16	.	.	PUNCT
amfbr-2071	374	1	bodie	bodie	PROPN
amfbr-2071	374	2	,	,	PUNCT
amfbr-2071	374	3	z.	z.	PROPN
amfbr-2071	374	4	,	,	PUNCT
amfbr-2071	374	5	kane	kane	PROPN
amfbr-2071	374	6	,	,	PUNCT
amfbr-2071	374	7	a.	a.	PROPN
amfbr-2071	374	8	,	,	PUNCT
amfbr-2071	374	9	marcus	marcus	PROPN
amfbr-2071	374	10	,	,	PUNCT
amfbr-2071	374	11	a.	a.	PROPN
amfbr-2071	374	12	j.	j.	PROPN
amfbr-2071	374	13	,	,	PUNCT
amfbr-2071	374	14	&	&	CCONJ
amfbr-2071	374	15	mohanty	mohanty	PROPN
amfbr-2071	374	16	,	,	PUNCT
amfbr-2071	374	17	p.	p.	NOUN
amfbr-2071	374	18	(	(	PUNCT
amfbr-2071	374	19	2013	2013	NUM
amfbr-2071	374	20	)	)	PUNCT
amfbr-2071	374	21	.	.	PUNCT
amfbr-2071	375	1	investment	investment	NOUN
amfbr-2071	375	2	(	(	PUNCT
amfbr-2071	375	3	8th	8th	ADJ
amfbr-2071	375	4	editon	editon	NOUN
amfbr-2071	375	5	)	)	PUNCT
amfbr-2071	375	6	.	.	PUNCT
amfbr-2071	376	1	new	new	ADJ
amfbr-2071	376	2	delhi	delhi	PROPN
amfbr-2071	376	3	:	:	PUNCT
amfbr-2071	376	4	mcgraw	mcgraw	PROPN
amfbr-2071	376	5	hill	hill	PROPN
amfbr-2071	376	6	education	education	PROPN
amfbr-2071	376	7	.	.	PUNCT
amfbr-2071	377	1	brealey	brealey	PROPN
amfbr-2071	377	2	,	,	PUNCT
amfbr-2071	377	3	r.	r.	PROPN
amfbr-2071	377	4	a.	a.	PROPN
amfbr-2071	377	5	,	,	PUNCT
amfbr-2071	377	6	&	&	CCONJ
amfbr-2071	377	7	myers	myers	PROPN
amfbr-2071	377	8	,	,	PUNCT
amfbr-2071	377	9	s.	s.	PROPN
amfbr-2071	377	10	c.	c.	PROPN
amfbr-2071	377	11	(	(	PUNCT
amfbr-2071	377	12	2003	2003	NUM
amfbr-2071	377	13	)	)	PUNCT
amfbr-2071	377	14	.	.	PUNCT
amfbr-2071	378	1	principles	principle	NOUN
amfbr-2071	378	2	of	of	ADP
amfbr-2071	378	3	corporate	corporate	ADJ
amfbr-2071	378	4	finance	finance	NOUN
amfbr-2071	378	5	.	.	PUNCT
amfbr-2071	379	1	new	new	ADJ
amfbr-2071	379	2	delhi	delhi	PROPN
amfbr-2071	379	3	:	:	PUNCT
amfbr-2071	379	4	mcgraw	mcgraw	PROPN
amfbr-2071	379	5	hill	hill	PROPN
amfbr-2071	379	6	.	.	PUNCT
amfbr-2071	380	1	brooks	brooks	PROPN
amfbr-2071	380	2	,	,	PUNCT
amfbr-2071	380	3	c.	c.	PROPN
amfbr-2071	380	4	(	(	PUNCT
amfbr-2071	380	5	2008	2008	NUM
amfbr-2071	380	6	)	)	PUNCT
amfbr-2071	380	7	.	.	PUNCT
amfbr-2071	381	1	introductory	introductory	ADJ
amfbr-2071	381	2	econometrics	econometric	NOUN
amfbr-2071	381	3	for	for	ADP
amfbr-2071	381	4	finance	finance	NOUN
amfbr-2071	381	5	(	(	PUNCT
amfbr-2071	381	6	2nd	2nd	ADJ
amfbr-2071	381	7	ed	ed	NOUN
amfbr-2071	381	8	)	)	PUNCT
amfbr-2071	381	9	.	.	PUNCT
amfbr-2071	382	1	new	new	PROPN
amfbr-2071	382	2	york	york	PROPN
amfbr-2071	382	3	:	:	PUNCT
amfbr-2071	382	4	cambridge	cambridge	PROPN
amfbr-2071	382	5	university	university	PROPN
amfbr-2071	382	6	press	press	PROPN
amfbr-2071	382	7	chien	chien	PROPN
amfbr-2071	382	8	-	-	PUNCT
amfbr-2071	382	9	chong	chong	PROPN
amfbr-2071	382	10	,	,	PUNCT
amfbr-2071	382	11	l.	l.	PROPN
amfbr-2071	382	12	,	,	PUNCT
amfbr-2071	382	13	jung	jung	PROPN
amfbr-2071	382	14	-	-	PUNCT
amfbr-2071	382	15	de	de	PROPN
amfbr-2071	382	16	,	,	PUNCT
amfbr-2071	382	17	l.	l.	PROPN
amfbr-2071	382	18	,	,	PUNCT
amfbr-2071	382	19	&	&	CCONJ
amfbr-2071	382	20	chi	chi	PROPN
amfbr-2071	382	21	-	-	PUNCT
amfbr-2071	382	22	chuan	chuan	PROPN
amfbr-2071	382	23	,	,	PUNCT
amfbr-2071	382	24	l.	l.	PROPN
amfbr-2071	382	25	(	(	PUNCT
amfbr-2071	382	26	2010	2010	NUM
amfbr-2071	382	27	)	)	PUNCT
amfbr-2071	382	28	.	.	PUNCT
amfbr-2071	383	1	stock	stock	NOUN
amfbr-2071	383	2	prices	price	NOUN
amfbr-2071	383	3	and	and	CCONJ
amfbr-2071	383	4	the	the	DET
amfbr-2071	383	5	efficient	efficient	ADJ
amfbr-2071	383	6	market	market	NOUN
amfbr-2071	383	7	hypothesis	hypothesis	NOUN
amfbr-2071	383	8	:	:	PUNCT
amfbr-2071	383	9	evidence	evidence	NOUN
amfbr-2071	383	10	from	from	ADP
amfbr-2071	383	11	a	a	DET
amfbr-2071	383	12	panel	panel	NOUN
amfbr-2071	383	13	stationary	stationary	ADJ
amfbr-2071	383	14	test	test	NOUN
amfbr-2071	383	15	with	with	ADP
amfbr-2071	383	16	structural	structural	ADJ
amfbr-2071	383	17	breaks	break	NOUN
amfbr-2071	383	18	.	.	PUNCT
amfbr-2071	384	1	japan	japan	PROPN
amfbr-2071	384	2	and	and	CCONJ
amfbr-2071	384	3	the	the	DET
amfbr-2071	384	4	world	world	NOUN
amfbr-2071	384	5	economy	economy	NOUN
amfbr-2071	384	6	,	,	PUNCT
amfbr-2071	384	7	22(1	22(1	NUM
amfbr-2071	384	8	)	)	PUNCT
amfbr-2071	384	9	,	,	PUNCT
amfbr-2071	384	10	49	49	NUM
amfbr-2071	384	11	-	-	SYM
amfbr-2071	384	12	58	58	NUM
amfbr-2071	384	13	.	.	PUNCT
amfbr-2071	385	1	christie	christie	PROPN
amfbr-2071	385	2	,	,	PUNCT
amfbr-2071	385	3	a.	a.	NOUN
amfbr-2071	385	4	a.	a.	NOUN
amfbr-2071	385	5	(	(	PUNCT
amfbr-2071	385	6	1982	1982	NUM
amfbr-2071	385	7	)	)	PUNCT
amfbr-2071	385	8	.	.	PUNCT
amfbr-2071	386	1	the	the	DET
amfbr-2071	386	2	stochastic	stochastic	ADJ
amfbr-2071	386	3	behavior	behavior	NOUN
amfbr-2071	386	4	of	of	ADP
amfbr-2071	386	5	common	common	ADJ
amfbr-2071	386	6	stock	stock	NOUN
amfbr-2071	386	7	variance	variance	NOUN
amfbr-2071	386	8	-	-	PUNCT
amfbr-2071	386	9	value	value	NOUN
amfbr-2071	386	10	,	,	PUNCT
amfbr-2071	386	11	leverage	leverage	NOUN
amfbr-2071	386	12	,	,	PUNCT
amfbr-2071	386	13	and	and	CCONJ
amfbr-2071	386	14	interest	interest	NOUN
amfbr-2071	386	15	rate	rate	NOUN
amfbr-2071	386	16	effects	effect	NOUN
amfbr-2071	386	17	.	.	PUNCT
amfbr-2071	387	1	journal	journal	NOUN
amfbr-2071	387	2	of	of	ADP
amfbr-2071	387	3	financial	financial	ADJ
amfbr-2071	387	4	economics	economic	NOUN
amfbr-2071	387	5	,	,	PUNCT
amfbr-2071	387	6	10(4	10(4	NUM
amfbr-2071	387	7	)	)	PUNCT
amfbr-2071	387	8	,	,	PUNCT
amfbr-2071	387	9	407	407	NUM
amfbr-2071	387	10	-	-	SYM
amfbr-2071	387	11	423	423	NUM
amfbr-2071	387	12	.	.	PUNCT
amfbr-2071	388	1	cooray	cooray	NOUN
amfbr-2071	388	2	,	,	PUNCT
amfbr-2071	388	3	v.	v.	ADV
amfbr-2071	388	4	,	,	PUNCT
amfbr-2071	388	5	&	&	CCONJ
amfbr-2071	388	6	wickramasighe	wickramasighe	PROPN
amfbr-2071	388	7	,	,	PUNCT
amfbr-2071	388	8	g.	g.	PROPN
amfbr-2071	388	9	(	(	PUNCT
amfbr-2071	388	10	2007	2007	NUM
amfbr-2071	388	11	)	)	PUNCT
amfbr-2071	388	12	.	.	PUNCT
amfbr-2071	389	1	the	the	DET
amfbr-2071	389	2	efficiency	efficiency	NOUN
amfbr-2071	389	3	of	of	ADP
amfbr-2071	389	4	emerging	emerge	VERB
amfbr-2071	389	5	stock	stock	NOUN
amfbr-2071	389	6	markets	market	NOUN
amfbr-2071	389	7	:	:	PUNCT
amfbr-2071	389	8	empirical	empirical	ADJ
amfbr-2071	389	9	evidence	evidence	NOUN
amfbr-2071	389	10	from	from	ADP
amfbr-2071	389	11	the	the	DET
amfbr-2071	389	12	south	south	ADJ
amfbr-2071	389	13	asian	asian	ADJ
amfbr-2071	389	14	region	region	NOUN
amfbr-2071	389	15	.	.	PUNCT
amfbr-2071	390	1	journal	journal	NOUN
amfbr-2071	390	2	of	of	ADP
amfbr-2071	390	3	developing	develop	VERB
amfbr-2071	390	4	areas	area	NOUN
amfbr-2071	390	5	,	,	PUNCT
amfbr-2071	390	6	41(1	41(1	NUM
amfbr-2071	390	7	)	)	PUNCT
amfbr-2071	390	8	,	,	PUNCT
amfbr-2071	390	9	171	171	NUM
amfbr-2071	390	10	-	-	SYM
amfbr-2071	390	11	183	183	NUM
amfbr-2071	390	12	.	.	PUNCT
amfbr-2071	391	1	copur	copur	NOUN
amfbr-2071	391	2	,	,	PUNCT
amfbr-2071	391	3	z.	z.	PROPN
amfbr-2071	391	4	(	(	PUNCT
amfbr-2071	391	5	2015	2015	NUM
amfbr-2071	391	6	)	)	PUNCT
amfbr-2071	391	7	.	.	PUNCT
amfbr-2071	392	1	handbook	handbook	NOUN
amfbr-2071	392	2	on	on	ADP
amfbr-2071	392	3	research	research	NOUN
amfbr-2071	392	4	on	on	ADP
amfbr-2071	392	5	behavioural	behavioural	ADJ
amfbr-2071	392	6	finance	finance	NOUN
amfbr-2071	392	7	and	and	CCONJ
amfbr-2071	392	8	investment	investment	NOUN
amfbr-2071	392	9	strategies	strategy	NOUN
amfbr-2071	392	10	:	:	PUNCT
amfbr-2071	392	11	decision	decision	NOUN
amfbr-2071	392	12	making	making	NOUN
amfbr-2071	392	13	in	in	ADP
amfbr-2071	392	14	the	the	DET
amfbr-2071	392	15	financial	financial	ADJ
amfbr-2071	392	16	industry	industry	NOUN
amfbr-2071	392	17	.	.	PUNCT
amfbr-2071	393	1	usa	usa	PROPN
amfbr-2071	393	2	:	:	PUNCT
amfbr-2071	393	3	business	business	NOUN
amfbr-2071	393	4	science	science	NOUN
amfbr-2071	393	5	reference	reference	NOUN
amfbr-2071	393	6	.	.	PUNCT
amfbr-2071	394	1	cuthbertson	cuthbertson	PROPN
amfbr-2071	394	2	,	,	PUNCT
amfbr-2071	394	3	k.	k.	PROPN
amfbr-2071	394	4	,	,	PUNCT
amfbr-2071	394	5	&	&	CCONJ
amfbr-2071	394	6	nitzsche	nitzsche	PROPN
amfbr-2071	394	7	,	,	PUNCT
amfbr-2071	394	8	k.	k.	PROPN
amfbr-2071	394	9	(	(	PUNCT
amfbr-2071	394	10	2005	2005	NUM
amfbr-2071	394	11	)	)	PUNCT
amfbr-2071	394	12	.	.	PUNCT
amfbr-2071	395	1	investments	investment	NOUN
amfbr-2071	395	2	:	:	PUNCT
amfbr-2071	395	3	spot	spot	NOUN
amfbr-2071	395	4	and	and	CCONJ
amfbr-2071	395	5	derivatives	derivative	NOUN
amfbr-2071	395	6	market	market	NOUN
amfbr-2071	395	7	.	.	PUNCT
amfbr-2071	396	1	new	new	PROPN
amfbr-2071	396	2	york	york	PROPN
amfbr-2071	396	3	:	:	PUNCT
amfbr-2071	396	4	johnwilley	johnwilley	PROPN
amfbr-2071	396	5	and	and	CCONJ
amfbr-2071	396	6	sons	sons	PROPN
amfbr-2071	396	7	ltd	ltd	PROPN
amfbr-2071	396	8	.	.	PROPN
amfbr-2071	396	9	dimson	dimson	PROPN
amfbr-2071	396	10	,	,	PUNCT
amfbr-2071	396	11	e.	e.	PROPN
amfbr-2071	396	12	,	,	PUNCT
amfbr-2071	396	13	&	&	CCONJ
amfbr-2071	396	14	mussavian	mussavian	PROPN
amfbr-2071	396	15	,	,	PUNCT
amfbr-2071	396	16	m.	m.	NOUN
amfbr-2071	396	17	(	(	PUNCT
amfbr-2071	396	18	1998	1998	NUM
amfbr-2071	396	19	)	)	PUNCT
amfbr-2071	396	20	.	.	PUNCT
amfbr-2071	397	1	a	a	DET
amfbr-2071	397	2	brief	brief	NOUN
amfbr-2071	397	3	of	of	ADP
amfbr-2071	397	4	history	history	NOUN
amfbr-2071	397	5	of	of	ADP
amfbr-2071	397	6	market	market	NOUN
amfbr-2071	397	7	efficiency	efficiency	NOUN
amfbr-2071	397	8	.	.	PUNCT
amfbr-2071	398	1	european	european	ADJ
amfbr-2071	398	2	financial	financial	ADJ
amfbr-2071	398	3	management	management	NOUN
amfbr-2071	398	4	,	,	PUNCT
amfbr-2071	398	5	4(1	4(1	NOUN
amfbr-2071	398	6	)	)	PUNCT
amfbr-2071	398	7	,	,	PUNCT
amfbr-2071	398	8	91193	91193	NUM
amfbr-2071	398	9	.	.	PUNCT
amfbr-2071	399	1	fama	fama	PROPN
amfbr-2071	399	2	,	,	PUNCT
amfbr-2071	399	3	e.	e.	PROPN
amfbr-2071	399	4	(	(	PUNCT
amfbr-2071	399	5	1965	1965	NUM
amfbr-2071	399	6	)	)	PUNCT
amfbr-2071	399	7	.	.	PUNCT
amfbr-2071	400	1	the	the	DET
amfbr-2071	400	2	behaviour	behaviour	NOUN
amfbr-2071	400	3	of	of	ADP
amfbr-2071	400	4	stock	stock	NOUN
amfbr-2071	400	5	market	market	NOUN
amfbr-2071	400	6	prices	price	NOUN
amfbr-2071	400	7	.	.	PUNCT
amfbr-2071	401	1	journal	journal	PROPN
amfbr-2071	401	2	of	of	ADP
amfbr-2071	401	3	business	business	NOUN
amfbr-2071	401	4	,	,	PUNCT
amfbr-2071	401	5	38	38	NUM
amfbr-2071	401	6	,	,	PUNCT
amfbr-2071	401	7	january	january	PROPN
amfbr-2071	401	8	edition	edition	NOUN
amfbr-2071	401	9	,	,	PUNCT
amfbr-2071	401	10	34	34	NUM
amfbr-2071	401	11	-	-	SYM
amfbr-2071	401	12	49	49	NUM
amfbr-2071	401	13	.	.	PUNCT
amfbr-2071	402	1	fama	fama	PROPN
amfbr-2071	402	2	,	,	PUNCT
amfbr-2071	402	3	e.	e.	PROPN
amfbr-2071	402	4	f.	f.	PROPN
amfbr-2071	402	5	(	(	PUNCT
amfbr-2071	402	6	1976	1976	NUM
amfbr-2071	402	7	)	)	PUNCT
amfbr-2071	402	8	.	.	PUNCT
amfbr-2071	403	1	reply	reply	VERB
amfbr-2071	403	2	to	to	ADP
amfbr-2071	403	3	efficient	efficient	ADJ
amfbr-2071	403	4	capital	capital	NOUN
amfbr-2071	403	5	markets	market	NOUN
amfbr-2071	403	6	:	:	PUNCT
amfbr-2071	403	7	comments	comment	NOUN
amfbr-2071	403	8	.	.	PUNCT
amfbr-2071	404	1	journal	journal	PROPN
amfbr-2071	404	2	of	of	ADP
amfbr-2071	404	3	finance	finance	NOUN
amfbr-2071	404	4	,	,	PUNCT
amfbr-2071	404	5	31(1	31(1	NUM
amfbr-2071	404	6	)	)	PUNCT
amfbr-2071	404	7	,	,	PUNCT
amfbr-2071	404	8	143	143	NUM
amfbr-2071	404	9	-	-	SYM
amfbr-2071	404	10	145	145	NUM
amfbr-2071	404	11	.	.	PUNCT
amfbr-2071	405	1	fama	fama	PROPN
amfbr-2071	405	2	,	,	PUNCT
amfbr-2071	405	3	e.	e.	PROPN
amfbr-2071	405	4	f.	f.	PROPN
amfbr-2071	405	5	(	(	PUNCT
amfbr-2071	405	6	1970	1970	NUM
amfbr-2071	405	7	)	)	PUNCT
amfbr-2071	405	8	.	.	PUNCT
amfbr-2071	406	1	efficient	efficient	ADJ
amfbr-2071	406	2	capital	capital	NOUN
amfbr-2071	406	3	markets	market	NOUN
amfbr-2071	406	4	:	:	PUNCT
amfbr-2071	406	5	a	a	DET
amfbr-2071	406	6	review	review	NOUN
amfbr-2071	406	7	of	of	ADP
amfbr-2071	406	8	theory	theory	NOUN
amfbr-2071	406	9	and	and	CCONJ
amfbr-2071	406	10	empirical	empirical	ADJ
amfbr-2071	406	11	work	work	NOUN
amfbr-2071	406	12	.	.	PUNCT
amfbr-2071	407	1	journal	journal	PROPN
amfbr-2071	407	2	of	of	ADP
amfbr-2071	407	3	finance	finance	NOUN
amfbr-2071	407	4	,	,	PUNCT
amfbr-2071	407	5	25(1	25(1	NUM
amfbr-2071	407	6	)	)	PUNCT
amfbr-2071	407	7	,	,	PUNCT
amfbr-2071	407	8	83	83	NUM
amfbr-2071	407	9	-	-	SYM
amfbr-2071	407	10	417	417	NUM
amfbr-2071	407	11	.	.	PUNCT
amfbr-2071	408	1	frydman	frydman	PROPN
amfbr-2071	408	2	,	,	PUNCT
amfbr-2071	408	3	c.	c.	PROPN
amfbr-2071	408	4	,	,	PUNCT
amfbr-2071	408	5	barberis	barberis	PROPN
amfbr-2071	408	6	,	,	PUNCT
amfbr-2071	408	7	n.	n.	NOUN
amfbr-2071	408	8	,	,	PUNCT
amfbr-2071	408	9	camerer	camerer	PROPN
amfbr-2071	408	10	,	,	PUNCT
amfbr-2071	408	11	c.	c.	PROPN
amfbr-2071	408	12	,	,	PUNCT
amfbr-2071	408	13	bossaerts	bossaert	NOUN
amfbr-2071	408	14	,	,	PUNCT
amfbr-2071	408	15	p.	p.	NOUN
amfbr-2071	408	16	,	,	PUNCT
amfbr-2071	408	17	&	&	CCONJ
amfbr-2071	408	18	rangel	rangel	PROPN
amfbr-2071	408	19	,	,	PUNCT
amfbr-2071	408	20	a.	a.	NOUN
amfbr-2071	408	21	(	(	PUNCT
amfbr-2071	408	22	2014	2014	NUM
amfbr-2071	408	23	)	)	PUNCT
amfbr-2071	408	24	.	.	PUNCT
amfbr-2071	409	1	using	use	VERB
amfbr-2071	409	2	neural	neural	ADJ
amfbr-2071	409	3	data	datum	NOUN
amfbr-2071	409	4	to	to	PART
amfbr-2071	409	5	test	test	VERB
amfbr-2071	409	6	a	a	DET
amfbr-2071	409	7	theory	theory	NOUN
amfbr-2071	409	8	of	of	ADP
amfbr-2071	409	9	investor	investor	NOUN
amfbr-2071	409	10	behavior	behavior	NOUN
amfbr-2071	409	11	:	:	PUNCT
amfbr-2071	409	12	an	an	DET
amfbr-2071	409	13	application	application	NOUN
amfbr-2071	409	14	to	to	ADP
amfbr-2071	409	15	realization	realization	NOUN
amfbr-2071	409	16	utility	utility	NOUN
amfbr-2071	409	17	.	.	PUNCT
amfbr-2071	410	1	the	the	DET
amfbr-2071	410	2	journal	journal	PROPN
amfbr-2071	410	3	of	of	ADP
amfbr-2071	410	4	finance	finance	NOUN
amfbr-2071	410	5	,	,	PUNCT
amfbr-2071	410	6	69(2	69(2	NOUN
amfbr-2071	410	7	)	)	PUNCT
amfbr-2071	410	8	,	,	PUNCT
amfbr-2071	410	9	907–946	907–946	NUM
amfbr-2071	410	10	.	.	PUNCT
amfbr-2071	411	1	gay	gay	PROPN
amfbr-2071	411	2	,	,	PUNCT
amfbr-2071	411	3	r.	r.	PROPN
amfbr-2071	411	4	d.	d.	PROPN
amfbr-2071	411	5	(	(	PUNCT
amfbr-2071	411	6	2016	2016	NUM
amfbr-2071	411	7	)	)	PUNCT
amfbr-2071	411	8	.	.	PUNCT
amfbr-2071	412	1	effect	effect	NOUN
amfbr-2071	412	2	of	of	ADP
amfbr-2071	412	3	macroeconomic	macroeconomic	ADJ
amfbr-2071	412	4	variables	variable	NOUN
amfbr-2071	412	5	on	on	ADP
amfbr-2071	412	6	stock	stock	NOUN
amfbr-2071	412	7	market	market	NOUN
amfbr-2071	412	8	returns	return	NOUN
amfbr-2071	412	9	for	for	ADP
amfbr-2071	412	10	four	four	NUM
amfbr-2071	412	11	emerging	emerge	VERB
amfbr-2071	412	12	market	market	NOUN
amfbr-2071	412	13	economics	economic	NOUN
amfbr-2071	412	14	:	:	PUNCT
amfbr-2071	412	15	brazil	brazil	PROPN
amfbr-2071	412	16	,	,	PUNCT
amfbr-2071	412	17	russia	russia	PROPN
amfbr-2071	412	18	,	,	PUNCT
amfbr-2071	412	19	india	india	PROPN
amfbr-2071	412	20	and	and	CCONJ
amfbr-2071	412	21	china	china	PROPN
amfbr-2071	412	22	.	.	PUNCT
amfbr-2071	413	1	international	international	ADJ
amfbr-2071	413	2	business	business	PROPN
amfbr-2071	413	3	and	and	CCONJ
amfbr-2071	413	4	economics	economics	PROPN
amfbr-2071	413	5	research	research	PROPN
amfbr-2071	413	6	journal	journal	NOUN
amfbr-2071	413	7	,	,	PUNCT
amfbr-2071	413	8	15(3	15(3	NUM
amfbr-2071	413	9	)	)	PUNCT
amfbr-2071	413	10	,	,	PUNCT
amfbr-2071	413	11	119	119	NUM
amfbr-2071	413	12	-	-	SYM
amfbr-2071	413	13	126	126	NUM
amfbr-2071	413	14	.	.	PUNCT
amfbr-2071	414	1	gimba	gimba	NOUN
amfbr-2071	414	2	,	,	PUNCT
amfbr-2071	414	3	v.	v.	PROPN
amfbr-2071	414	4	k.	k.	PROPN
amfbr-2071	414	5	(	(	PUNCT
amfbr-2071	414	6	2012	2012	NUM
amfbr-2071	414	7	)	)	PUNCT
amfbr-2071	414	8	.	.	PUNCT
amfbr-2071	415	1	testing	test	VERB
amfbr-2071	415	2	the	the	DET
amfbr-2071	415	3	weak	weak	ADJ
amfbr-2071	415	4	form	form	NOUN
amfbr-2071	415	5	efficiency	efficiency	NOUN
amfbr-2071	415	6	market	market	NOUN
amfbr-2071	415	7	hypothesis	hypothesis	NOUN
amfbr-2071	415	8	:	:	PUNCT
amfbr-2071	415	9	evidence	evidence	NOUN
amfbr-2071	415	10	from	from	ADP
amfbr-2071	415	11	nigeria	nigeria	PROPN
amfbr-2071	415	12	stock	stock	NOUN
amfbr-2071	415	13	market	market	NOUN
amfbr-2071	415	14	.	.	PUNCT
amfbr-2071	416	1	cbn	cbn	PROPN
amfbr-2071	416	2	journal	journal	PROPN
amfbr-2071	416	3	of	of	ADP
amfbr-2071	416	4	applied	applied	ADJ
amfbr-2071	416	5	statistics	statistic	NOUN
amfbr-2071	416	6	,	,	PUNCT
amfbr-2071	416	7	3(1	3(1	NUM
amfbr-2071	416	8	)	)	PUNCT
amfbr-2071	416	9	,	,	PUNCT
amfbr-2071	416	10	117	117	NUM
amfbr-2071	416	11	-	-	SYM
amfbr-2071	416	12	136	136	NUM
amfbr-2071	416	13	.	.	PUNCT
amfbr-2071	417	1	goudarzi	goudarzi	NOUN
amfbr-2071	417	2	,	,	PUNCT
amfbr-2071	417	3	h.	h.	PROPN
amfbr-2071	417	4	(	(	PUNCT
amfbr-2071	417	5	2013	2013	NUM
amfbr-2071	417	6	)	)	PUNCT
amfbr-2071	417	7	.	.	PUNCT
amfbr-2071	418	1	volatility	volatility	NOUN
amfbr-2071	418	2	means	mean	VERB
amfbr-2071	418	3	reversion	reversion	NOUN
amfbr-2071	418	4	and	and	CCONJ
amfbr-2071	418	5	stock	stock	NOUN
amfbr-2071	418	6	market	market	NOUN
amfbr-2071	418	7	efficiency	efficiency	NOUN
amfbr-2071	418	8	.	.	PUNCT
amfbr-2071	419	1	asian	asian	ADJ
amfbr-2071	419	2	economic	economic	ADJ
amfbr-2071	419	3	and	and	CCONJ
amfbr-2071	419	4	financial	financial	ADJ
amfbr-2071	419	5	review	review	NOUN
amfbr-2071	419	6	,	,	PUNCT
amfbr-2071	419	7	3(13	3(13	NUM
amfbr-2071	419	8	)	)	PUNCT
amfbr-2071	419	9	,	,	PUNCT
amfbr-2071	419	10	1681	1681	NUM
amfbr-2071	419	11	-	-	SYM
amfbr-2071	419	12	1692	1692	NUM
amfbr-2071	419	13	.	.	PUNCT
amfbr-2071	420	1	jain	jain	PROPN
amfbr-2071	420	2	,	,	PUNCT
amfbr-2071	420	3	r.	r.	PROPN
amfbr-2071	420	4	,	,	PUNCT
amfbr-2071	420	5	jain	jain	PROPN
amfbr-2071	420	6	,	,	PUNCT
amfbr-2071	420	7	p.	p.	PROPN
amfbr-2071	420	8	,	,	PUNCT
amfbr-2071	420	9	&	&	CCONJ
amfbr-2071	420	10	jain	jain	PROPN
amfbr-2071	420	11	,	,	PUNCT
amfbr-2071	420	12	c.	c.	PROPN
amfbr-2071	420	13	(	(	PUNCT
amfbr-2071	420	14	2015	2015	NUM
amfbr-2071	420	15	)	)	PUNCT
amfbr-2071	420	16	.	.	PUNCT
amfbr-2071	421	1	behavioral	behavioral	ADJ
amfbr-2071	421	2	biases	bias	NOUN
amfbr-2071	421	3	in	in	ADP
amfbr-2071	421	4	the	the	DET
amfbr-2071	421	5	decision	decision	NOUN
amfbr-2071	421	6	making	making	NOUN
amfbr-2071	421	7	of	of	ADP
amfbr-2071	421	8	individual	individual	ADJ
amfbr-2071	421	9	investors	investor	NOUN
amfbr-2071	421	10	.	.	PUNCT
amfbr-2071	422	1	iup	iup	PROPN
amfbr-2071	422	2	journal	journal	PROPN
amfbr-2071	422	3	of	of	ADP
amfbr-2071	422	4	management	management	NOUN
amfbr-2071	422	5	research	research	NOUN
amfbr-2071	422	6	,	,	PUNCT
amfbr-2071	422	7	14(3	14(3	NUM
amfbr-2071	422	8	)	)	PUNCT
amfbr-2071	422	9	,	,	PUNCT
amfbr-2071	422	10	7–27	7–27	PROPN
amfbr-2071	422	11	.	.	PUNCT
amfbr-2071	423	1	kartašova	kartašova	PROPN
amfbr-2071	423	2	,	,	PUNCT
amfbr-2071	423	3	j.	j.	PROPN
amfbr-2071	423	4	(	(	PUNCT
amfbr-2071	423	5	2013	2013	NUM
amfbr-2071	423	6	)	)	PUNCT
amfbr-2071	423	7	.	.	PUNCT
amfbr-2071	424	1	factors	factor	NOUN
amfbr-2071	424	2	forming	form	VERB
amfbr-2071	424	3	irrational	irrational	ADJ
amfbr-2071	424	4	lithuanian	lithuanian	ADJ
amfbr-2071	424	5	individual	individual	ADJ
amfbr-2071	424	6	investors	investor	NOUN
amfbr-2071	424	7	’	’	PART
amfbr-2071	424	8	behaviour	behaviour	NOUN
amfbr-2071	424	9	.	.	PUNCT
amfbr-2071	425	1	verslo	verslo	PROPN
amfbr-2071	425	2	sistemos	sistemos	PROPN
amfbr-2071	425	3	ir	ir	PROPN
amfbr-2071	425	4	ekonomika	ekonomika	X
amfbr-2071	425	5	,	,	PUNCT
amfbr-2071	425	6	3(1	3(1	NUM
amfbr-2071	425	7	)	)	PUNCT
amfbr-2071	425	8	,	,	PUNCT
amfbr-2071	425	9	76–88	76–88	NUM
amfbr-2071	425	10	.	.	PUNCT
amfbr-2071	425	11	kendall	kendall	PROPN
amfbr-2071	425	12	,	,	PUNCT
amfbr-2071	425	13	m.	m.	NOUN
amfbr-2071	425	14	g.	g.	PROPN
amfbr-2071	425	15	(	(	PUNCT
amfbr-2071	425	16	1953	1953	NUM
amfbr-2071	425	17	)	)	PUNCT
amfbr-2071	425	18	.	.	PUNCT
amfbr-2071	426	1	the	the	DET
amfbr-2071	426	2	analysis	analysis	NOUN
amfbr-2071	426	3	of	of	ADP
amfbr-2071	426	4	economic	economic	ADJ
amfbr-2071	426	5	time	time	NOUN
amfbr-2071	426	6	series	series	NOUN
amfbr-2071	426	7	,	,	PUNCT
amfbr-2071	426	8	prices	price	NOUN
amfbr-2071	426	9	.	.	PUNCT
amfbr-2071	427	1	journal	journal	NOUN
amfbr-2071	427	2	of	of	ADP
amfbr-2071	427	3	the	the	DET
amfbr-2071	427	4	royal	royal	ADJ
amfbr-2071	427	5	statistical	statistical	ADJ
amfbr-2071	427	6	society	society	NOUN
amfbr-2071	427	7	,	,	PUNCT
amfbr-2071	427	8	96	96	NUM
amfbr-2071	427	9	,	,	PUNCT
amfbr-2071	427	10	11–25	11–25	NUM
amfbr-2071	427	11	.	.	PUNCT
amfbr-2071	428	1	kim	kim	PROPN
amfbr-2071	428	2	,	,	PUNCT
amfbr-2071	428	3	k.	k.	PROPN
amfbr-2071	428	4	,	,	PUNCT
amfbr-2071	428	5	ryu	ryu	PROPN
amfbr-2071	428	6	,	,	PUNCT
amfbr-2071	428	7	d.	d.	PROPN
amfbr-2071	428	8	,	,	PUNCT
amfbr-2071	428	9	&	&	CCONJ
amfbr-2071	428	10	yang	yang	PROPN
amfbr-2071	428	11	,	,	PUNCT
amfbr-2071	428	12	h.	h.	PROPN
amfbr-2071	428	13	(	(	PUNCT
amfbr-2071	428	14	2019	2019	NUM
amfbr-2071	428	15	)	)	PUNCT
amfbr-2071	428	16	.	.	PUNCT
amfbr-2071	429	1	investor	investor	NOUN
amfbr-2071	429	2	sentiment	sentiment	NOUN
amfbr-2071	429	3	,	,	PUNCT
amfbr-2071	429	4	stock	stock	NOUN
amfbr-2071	429	5	returns	return	NOUN
amfbr-2071	429	6	,	,	PUNCT
amfbr-2071	429	7	and	and	CCONJ
amfbr-2071	429	8	analyst	analyst	NOUN
amfbr-2071	429	9	recommendation	recommendation	NOUN
amfbr-2071	429	10	changes	change	NOUN
amfbr-2071	429	11	:	:	PUNCT
amfbr-2071	429	12	the	the	DET
amfbr-2071	429	13	kospi	kospi	ADJ
amfbr-2071	429	14	stock	stock	NOUN
amfbr-2071	429	15	market	market	NOUN
amfbr-2071	429	16	.	.	PUNCT
amfbr-2071	430	1	investment	investment	NOUN
amfbr-2071	430	2	analysts	analyst	NOUN
amfbr-2071	430	3	journal	journal	NOUN
amfbr-2071	430	4	,	,	PUNCT
amfbr-2071	430	5	48(2	48(2	NUM
amfbr-2071	430	6	)	)	PUNCT
amfbr-2071	430	7	,	,	PUNCT
amfbr-2071	430	8	89–101	89–101	PROPN
amfbr-2071	430	9	.	.	PUNCT
amfbr-2071	431	1	kumar	kumar	PROPN
amfbr-2071	431	2	,	,	PUNCT
amfbr-2071	431	3	r.	r.	PROPN
amfbr-2071	431	4	(	(	PUNCT
amfbr-2071	431	5	2017	2017	NUM
amfbr-2071	431	6	)	)	PUNCT
amfbr-2071	431	7	.	.	PUNCT
amfbr-2071	432	1	perspective	perspective	NOUN
amfbr-2071	432	2	on	on	ADP
amfbr-2071	432	3	strategic	strategic	ADJ
amfbr-2071	432	4	finance	finance	NOUN
amfbr-2071	432	5	:	:	PUNCT
amfbr-2071	432	6	dubai	dubai	NOUN
amfbr-2071	432	7	:	:	PUNCT
amfbr-2071	432	8	strategic	strategic	ADJ
amfbr-2071	432	9	financial	financial	ADJ
amfbr-2071	432	10	management	management	NOUN
amfbr-2071	432	11	casebook	casebook	NOUN
amfbr-2071	432	12	.	.	PUNCT
amfbr-2071	433	1	https://www.sciencedirect.com/science/journal/09221425	https://www.sciencedirect.com/science/journal/09221425	X
amfbr-2071	434	1	https://www.sciencedirect.com/science/journal/09221425/22/1	https://www.sciencedirect.com/science/journal/09221425/22/1	ADP
amfbr-2071	434	2	agwu	agwu	PROPN
amfbr-2071	434	3	,	,	PUNCT
amfbr-2071	434	4	american	american	PROPN
amfbr-2071	434	5	finance	finance	PROPN
amfbr-2071	434	6	&	&	CCONJ
amfbr-2071	434	7	banking	banking	PROPN
amfbr-2071	434	8	review	review	NOUN
amfbr-2071	434	9	8(1	8(1	NOUN
amfbr-2071	434	10	)	)	PUNCT
amfbr-2071	434	11	(	(	PUNCT
amfbr-2071	434	12	2023	2023	NUM
amfbr-2071	434	13	)	)	PUNCT
amfbr-2071	434	14	,	,	PUNCT
amfbr-2071	434	15	1	1	NUM
amfbr-2071	434	16	-	-	SYM
amfbr-2071	434	17	13	13	NUM
amfbr-2071	434	18	13	13	NUM
amfbr-2071	434	19	lee	lee	PROPN
amfbr-2071	434	20	s.	s.	PROPN
amfbr-2071	434	21	c.	c.	PROPN
amfbr-2071	434	22	,	,	PUNCT
amfbr-2071	434	23	lin	lin	PROPN
amfbr-2071	434	24	,	,	PUNCT
amfbr-2071	434	25	c.	c.	PROPN
amfbr-2071	434	26	t.	t.	PROPN
amfbr-2071	434	27	,	,	PUNCT
amfbr-2071	434	28	&	&	CCONJ
amfbr-2071	434	29	yang	yang	PROPN
amfbr-2071	434	30	,	,	PUNCT
amfbr-2071	434	31	c.	c.	PROPN
amfbr-2071	434	32	k.	k.	PROPN
amfbr-2071	434	33	(	(	PUNCT
amfbr-2071	434	34	2011	2011	NUM
amfbr-2071	434	35	)	)	PUNCT
amfbr-2071	434	36	.	.	PUNCT
amfbr-2071	435	1	the	the	DET
amfbr-2071	435	2	asymmetric	asymmetric	ADJ
amfbr-2071	435	3	behavior	behavior	NOUN
amfbr-2071	435	4	and	and	CCONJ
amfbr-2071	435	5	procyclical	procyclical	ADJ
amfbr-2071	435	6	impact	impact	NOUN
amfbr-2071	435	7	of	of	ADP
amfbr-2071	435	8	asset	asset	NOUN
amfbr-2071	435	9	correlations	correlation	NOUN
amfbr-2071	435	10	.	.	PUNCT
amfbr-2071	436	1	journal	journal	NOUN
amfbr-2071	436	2	of	of	ADP
amfbr-2071	436	3	banking	banking	NOUN
amfbr-2071	436	4	&	&	CCONJ
amfbr-2071	436	5	finance	finance	PROPN
amfbr-2071	436	6	,	,	PUNCT
amfbr-2071	436	7	35(10	35(10	NUM
amfbr-2071	436	8	)	)	PUNCT
amfbr-2071	436	9	,	,	PUNCT
amfbr-2071	436	10	2559–2568	2559–2568	NUM
amfbr-2071	436	11	.	.	PUNCT
amfbr-2071	437	1	lópez	lópez	NOUN
amfbr-2071	437	2	-	-	PUNCT
amfbr-2071	437	3	cabarcos	cabarco	NOUN
amfbr-2071	437	4	,	,	PUNCT
amfbr-2071	437	5	m.	m.	NOUN
amfbr-2071	437	6	á	á	PROPN
amfbr-2071	437	7	.	.	PROPN
amfbr-2071	437	8	,	,	PUNCT
amfbr-2071	437	9	pérez	pérez	NOUN
amfbr-2071	437	10	-	-	PUNCT
amfbr-2071	437	11	pico	pico	NOUN
amfbr-2071	437	12	,	,	PUNCT
amfbr-2071	437	13	a.	a.	NOUN
amfbr-2071	437	14	m.	m.	NOUN
amfbr-2071	437	15	,	,	PUNCT
amfbr-2071	437	16	vázquez	vázquez	NOUN
amfbr-2071	437	17	-	-	PUNCT
amfbr-2071	437	18	rodríguez	rodríguez	NOUN
amfbr-2071	437	19	,	,	PUNCT
amfbr-2071	437	20	p.	p.	NOUN
amfbr-2071	437	21	,	,	PUNCT
amfbr-2071	437	22	&	&	CCONJ
amfbr-2071	437	23	lópez	lópez	NOUN
amfbr-2071	437	24	-	-	PUNCT
amfbr-2071	437	25	pérez	pérez	NOUN
amfbr-2071	437	26	,	,	PUNCT
amfbr-2071	437	27	m.	m.	NOUN
amfbr-2071	437	28	l.	l.	PROPN
amfbr-2071	437	29	(	(	PUNCT
amfbr-2071	437	30	2020	2020	NUM
amfbr-2071	437	31	)	)	PUNCT
amfbr-2071	437	32	.	.	PUNCT
amfbr-2071	438	1	investor	investor	NOUN
amfbr-2071	438	2	sentiment	sentiment	NOUN
amfbr-2071	438	3	in	in	ADP
amfbr-2071	438	4	the	the	DET
amfbr-2071	438	5	theoretical	theoretical	ADJ
amfbr-2071	438	6	field	field	NOUN
amfbr-2071	438	7	of	of	ADP
amfbr-2071	438	8	behavioural	behavioural	ADJ
amfbr-2071	438	9	finance	finance	NOUN
amfbr-2071	438	10	.	.	PUNCT
amfbr-2071	439	1	economic	economic	ADJ
amfbr-2071	439	2	research	research	NOUN
amfbr-2071	439	3	-	-	PUNCT
amfbr-2071	439	4	ekonomska	ekonomska	ADJ
amfbr-2071	439	5	istraživanja	istraživanja	NOUN
amfbr-2071	439	6	,	,	PUNCT
amfbr-2071	439	7	33(1	33(1	NUM
amfbr-2071	439	8	)	)	PUNCT
amfbr-2071	439	9	,	,	PUNCT
amfbr-2071	439	10	2101–2119	2101–2119	NUM
amfbr-2071	439	11	.	.	PUNCT
amfbr-2071	439	12	malkiel	malkiel	PROPN
amfbr-2071	439	13	.	.	PUNCT
amfbr-2071	440	1	(	(	PUNCT
amfbr-2071	440	2	1973	1973	NUM
amfbr-2071	440	3	)	)	PUNCT
amfbr-2071	440	4	.	.	PUNCT
amfbr-2071	441	1	a	a	DET
amfbr-2071	441	2	random	random	ADJ
amfbr-2071	441	3	walk	walk	NOUN
amfbr-2071	441	4	down	down	ADP
amfbr-2071	441	5	wall	wall	PROPN
amfbr-2071	441	6	street	street	PROPN
amfbr-2071	441	7	:	:	PUNCT
amfbr-2071	441	8	the	the	DET
amfbr-2071	441	9	time	time	NOUN
amfbr-2071	441	10	-	-	PUNCT
amfbr-2071	441	11	tested	test	VERB
amfbr-2071	441	12	strategy	strategy	NOUN
amfbr-2071	441	13	for	for	ADP
amfbr-2071	441	14	successful	successful	ADJ
amfbr-2071	441	15	investing	investing	NOUN
amfbr-2071	441	16	.	.	PUNCT
amfbr-2071	442	1	new	new	PROPN
amfbr-2071	442	2	york	york	PROPN
amfbr-2071	442	3	:	:	PUNCT
amfbr-2071	443	1	w.w	w.w	PROPN
amfbr-2071	443	2	norton	norton	PROPN
amfbr-2071	443	3	and	and	CCONJ
amfbr-2071	443	4	co.	co.	PROPN
amfbr-2071	443	5	muradoglu	muradoglu	PROPN
amfbr-2071	443	6	,	,	PUNCT
amfbr-2071	443	7	g.	g.	PROPN
amfbr-2071	443	8	,	,	PUNCT
amfbr-2071	443	9	&	&	CCONJ
amfbr-2071	443	10	harvey	harvey	PROPN
amfbr-2071	443	11	,	,	PUNCT
amfbr-2071	443	12	n.	n.	NOUN
amfbr-2071	443	13	(	(	PUNCT
amfbr-2071	443	14	2012	2012	NUM
amfbr-2071	443	15	)	)	PUNCT
amfbr-2071	443	16	.	.	PUNCT
amfbr-2071	444	1	behavioural	behavioural	ADJ
amfbr-2071	444	2	finance	finance	NOUN
amfbr-2071	444	3	:	:	PUNCT
amfbr-2071	444	4	the	the	DET
amfbr-2071	444	5	role	role	NOUN
amfbr-2071	444	6	of	of	ADP
amfbr-2071	444	7	psychological	psychological	ADJ
amfbr-2071	444	8	factors	factor	NOUN
amfbr-2071	444	9	in	in	ADP
amfbr-2071	444	10	financial	financial	ADJ
amfbr-2071	444	11	decision	decision	NOUN
amfbr-2071	444	12	.	.	PUNCT
amfbr-2071	445	1	review	review	NOUN
amfbr-2071	445	2	of	of	ADP
amfbr-2071	445	3	behavioural	behavioural	ADJ
amfbr-2071	445	4	finance	finance	NOUN
amfbr-2071	445	5	,	,	PUNCT
amfbr-2071	445	6	4(2	4(2	NUM
amfbr-2071	445	7	)	)	PUNCT
amfbr-2071	445	8	,	,	PUNCT
amfbr-2071	445	9	68	68	NUM
amfbr-2071	445	10	-	-	SYM
amfbr-2071	445	11	86	86	NUM
amfbr-2071	445	12	.	.	PUNCT
amfbr-2071	446	1	noussair	noussair	PROPN
amfbr-2071	446	2	,	,	PUNCT
amfbr-2071	446	3	c.	c.	PROPN
amfbr-2071	446	4	n.	n.	PROPN
amfbr-2071	446	5	,	,	PUNCT
amfbr-2071	446	6	trautmann	trautmann	PROPN
amfbr-2071	446	7	,	,	PUNCT
amfbr-2071	446	8	s.	s.	PROPN
amfbr-2071	446	9	t.	t.	PROPN
amfbr-2071	446	10	,	,	PUNCT
amfbr-2071	446	11	&	&	CCONJ
amfbr-2071	446	12	van	van	PROPN
amfbr-2071	446	13	de	de	PROPN
amfbr-2071	446	14	kuilen	kuilen	PROPN
amfbr-2071	446	15	,	,	PUNCT
amfbr-2071	446	16	g.	g.	PROPN
amfbr-2071	446	17	(	(	PUNCT
amfbr-2071	446	18	2014	2014	NUM
amfbr-2071	446	19	)	)	PUNCT
amfbr-2071	446	20	.	.	PUNCT
amfbr-2071	447	1	higher	high	ADJ
amfbr-2071	447	2	order	order	NOUN
amfbr-2071	447	3	risk	risk	NOUN
amfbr-2071	447	4	attitudes	attitude	NOUN
amfbr-2071	447	5	,	,	PUNCT
amfbr-2071	447	6	demographics	demographic	NOUN
amfbr-2071	447	7	,	,	PUNCT
amfbr-2071	447	8	and	and	CCONJ
amfbr-2071	447	9	financial	financial	ADJ
amfbr-2071	447	10	decisions	decision	NOUN
amfbr-2071	447	11	.	.	PUNCT
amfbr-2071	448	1	review	review	NOUN
amfbr-2071	448	2	of	of	ADP
amfbr-2071	448	3	economic	economic	ADJ
amfbr-2071	448	4	studies	study	NOUN
amfbr-2071	448	5	,	,	PUNCT
amfbr-2071	448	6	81(1	81(1	NUM
amfbr-2071	448	7	)	)	PUNCT
amfbr-2071	448	8	,	,	PUNCT
amfbr-2071	448	9	325	325	NUM
amfbr-2071	448	10	-	-	SYM
amfbr-2071	448	11	355	355	NUM
amfbr-2071	448	12	.	.	PUNCT
amfbr-2071	449	1	ogbulu	ogbulu	VERB
amfbr-2071	449	2	,	,	PUNCT
amfbr-2071	449	3	o.	o.	NOUN
amfbr-2071	449	4	m.	m.	NOUN
amfbr-2071	449	5	(	(	PUNCT
amfbr-2071	449	6	2016	2016	NUM
amfbr-2071	449	7	)	)	PUNCT
amfbr-2071	449	8	.	.	PUNCT
amfbr-2071	450	1	weak	weak	ADJ
amfbr-2071	450	2	-	-	PUNCT
amfbr-2071	450	3	form	form	NOUN
amfbr-2071	450	4	market	market	NOUN
amfbr-2071	450	5	efficiency	efficiency	NOUN
amfbr-2071	450	6	,	,	PUNCT
amfbr-2071	450	7	estimation	estimation	NOUN
amfbr-2071	450	8	interval	interval	NOUN
amfbr-2071	450	9	and	and	CCONJ
amfbr-2071	450	10	the	the	DET
amfbr-2071	450	11	nigerian	nigerian	ADJ
amfbr-2071	450	12	stock	stock	NOUN
amfbr-2071	450	13	exchange	exchange	PROPN
amfbr-2071	450	14	:	:	PUNCT
amfbr-2071	450	15	empirical	empirical	ADJ
amfbr-2071	450	16	evidence	evidence	NOUN
amfbr-2071	450	17	.	.	PUNCT
amfbr-2071	451	1	international	international	ADJ
amfbr-2071	451	2	journal	journal	PROPN
amfbr-2071	451	3	of	of	ADP
amfbr-2071	451	4	economic	economic	ADJ
amfbr-2071	451	5	and	and	CCONJ
amfbr-2071	451	6	business	business	NOUN
amfbr-2071	451	7	,	,	PUNCT
amfbr-2071	451	8	5(1	5(1	NUM
amfbr-2071	451	9	)	)	PUNCT
amfbr-2071	451	10	,	,	PUNCT
amfbr-2071	451	11	84	84	NUM
amfbr-2071	451	12	-	-	SYM
amfbr-2071	451	13	116	116	NUM
amfbr-2071	451	14	.	.	PUNCT
amfbr-2071	452	1	olowe	olowe	NOUN
amfbr-2071	452	2	,	,	PUNCT
amfbr-2071	452	3	r.	r.	PROPN
amfbr-2071	452	4	a.	a.	PROPN
amfbr-2071	452	5	(	(	PUNCT
amfbr-2071	452	6	1999	1999	NUM
amfbr-2071	452	7	)	)	PUNCT
amfbr-2071	452	8	.	.	PUNCT
amfbr-2071	453	1	weak	weak	ADJ
amfbr-2071	453	2	form	form	NOUN
amfbr-2071	453	3	efficiency	efficiency	NOUN
amfbr-2071	453	4	of	of	ADP
amfbr-2071	453	5	the	the	DET
amfbr-2071	453	6	nigerian	nigerian	ADJ
amfbr-2071	453	7	stock	stock	NOUN
amfbr-2071	453	8	market	market	NOUN
amfbr-2071	453	9	:	:	PUNCT
amfbr-2071	453	10	further	further	ADJ
amfbr-2071	453	11	evidence	evidence	NOUN
amfbr-2071	453	12	.	.	PUNCT
amfbr-2071	454	1	african	african	ADJ
amfbr-2071	454	2	development	development	PROPN
amfbr-2071	454	3	review	review	PROPN
amfbr-2071	454	4	,	,	PUNCT
amfbr-2071	454	5	11(1	11(1	NUM
amfbr-2071	454	6	)	)	PUNCT
amfbr-2071	454	7	,	,	PUNCT
amfbr-2071	454	8	54	54	NUM
amfbr-2071	454	9	-	-	SYM
amfbr-2071	454	10	68	68	NUM
amfbr-2071	454	11	.	.	PUNCT
amfbr-2071	455	1	pahlevi	pahlevi	NOUN
amfbr-2071	455	2	,	,	PUNCT
amfbr-2071	455	3	r.	r.	PROPN
amfbr-2071	455	4	w.	w.	PROPN
amfbr-2071	455	5	,	,	PUNCT
amfbr-2071	455	6	&	&	CCONJ
amfbr-2071	455	7	oktaviani	oktaviani	PROPN
amfbr-2071	455	8	,	,	PUNCT
amfbr-2071	455	9	i.	i.	PROPN
amfbr-2071	455	10	i.	i.	PROPN
amfbr-2071	455	11	(	(	PUNCT
amfbr-2071	455	12	2018	2018	NUM
amfbr-2071	455	13	)	)	PUNCT
amfbr-2071	455	14	.	.	PUNCT
amfbr-2071	456	1	determinants	determinant	NOUN
amfbr-2071	456	2	of	of	ADP
amfbr-2071	456	3	individual	individual	ADJ
amfbr-2071	456	4	investor	investor	NOUN
amfbr-2071	456	5	behaviour	behaviour	NOUN
amfbr-2071	456	6	in	in	ADP
amfbr-2071	456	7	stock	stock	NOUN
amfbr-2071	456	8	investment	investment	NOUN
amfbr-2071	456	9	decision	decision	NOUN
amfbr-2071	456	10	.	.	PUNCT
amfbr-2071	457	1	accounting	accounting	NOUN
amfbr-2071	457	2	and	and	CCONJ
amfbr-2071	457	3	financial	financial	ADJ
amfbr-2071	457	4	review	review	NOUN
amfbr-2071	457	5	,	,	PUNCT
amfbr-2071	457	6	1(2	1(2	NUM
amfbr-2071	457	7	)	)	PUNCT
amfbr-2071	457	8	,	,	PUNCT
amfbr-2071	457	9	53	53	NUM
amfbr-2071	457	10	-	-	SYM
amfbr-2071	457	11	61	61	NUM
amfbr-2071	457	12	.	.	PUNCT
amfbr-2071	458	1	parveen	parveen	PROPN
amfbr-2071	458	2	,	,	PUNCT
amfbr-2071	458	3	s.	s.	PROPN
amfbr-2071	458	4	,	,	PUNCT
amfbr-2071	458	5	satti	satti	PROPN
amfbr-2071	458	6	,	,	PUNCT
amfbr-2071	458	7	z.	z.	PROPN
amfbr-2071	458	8	w.	w.	PROPN
amfbr-2071	458	9	,	,	PUNCT
amfbr-2071	458	10	subhan	subhan	PROPN
amfbr-2071	458	11	q.	q.	PROPN
amfbr-2071	458	12	a.	a.	PROPN
amfbr-2071	458	13	,	,	PUNCT
amfbr-2071	458	14	&	&	CCONJ
amfbr-2071	458	15	jamil	jamil	PROPN
amfbr-2071	458	16	,	,	PUNCT
amfbr-2071	458	17	s.	s.	PROPN
amfbr-2071	458	18	(	(	PUNCT
amfbr-2071	458	19	2020	2020	NUM
amfbr-2071	458	20	)	)	PUNCT
amfbr-2071	458	21	.	.	PUNCT
amfbr-2071	459	1	exploring	explore	VERB
amfbr-2071	459	2	market	market	NOUN
amfbr-2071	459	3	overreaction	overreaction	NOUN
amfbr-2071	459	4	,	,	PUNCT
amfbr-2071	459	5	investors	investor	NOUN
amfbr-2071	459	6	’	’	PART
amfbr-2071	459	7	sentiments	sentiment	NOUN
amfbr-2071	459	8	and	and	CCONJ
amfbr-2071	459	9	investment	investment	NOUN
amfbr-2071	459	10	decisions	decision	NOUN
amfbr-2071	459	11	in	in	ADP
amfbr-2071	459	12	an	an	DET
amfbr-2071	459	13	emerging	emerge	VERB
amfbr-2071	459	14	stock	stock	NOUN
amfbr-2071	459	15	market	market	NOUN
amfbr-2071	459	16	.	.	PUNCT
amfbr-2071	460	1	borsa	borsa	PROPN
amfbr-2071	460	2	istanbul	istanbul	PROPN
amfbr-2071	460	3	review	review	PROPN
amfbr-2071	460	4	,	,	PUNCT
amfbr-2071	460	5	20(3	20(3	NOUN
amfbr-2071	460	6	)	)	PUNCT
amfbr-2071	460	7	,	,	PUNCT
amfbr-2071	460	8	224–235	224–235	NUM
amfbr-2071	460	9	.	.	X
amfbr-2071	460	10	pearson	pearson	PROPN
amfbr-2071	460	11	,	,	PUNCT
amfbr-2071	460	12	k.	k.	PROPN
amfbr-2071	460	13	(	(	PUNCT
amfbr-2071	460	14	1905	1905	NUM
amfbr-2071	460	15	.	.	PUNCT
amfbr-2071	461	1	the	the	DET
amfbr-2071	461	2	problem	problem	NOUN
amfbr-2071	461	3	of	of	ADP
amfbr-2071	461	4	random	random	ADJ
amfbr-2071	461	5	walk	walk	NOUN
amfbr-2071	461	6	.	.	PUNCT
amfbr-2071	462	1	nature	nature	NOUN
amfbr-2071	462	2	;	;	PUNCT
amfbr-2071	462	3	72	72	NUM
amfbr-2071	462	4	,	,	PUNCT
amfbr-2071	462	5	294	294	NUM
amfbr-2071	462	6	-	-	SYM
amfbr-2071	462	7	34	34	NUM
amfbr-2071	462	8	.	.	PUNCT
amfbr-2071	462	9	rayleagh	rayleagh	PROPN
amfbr-2071	462	10	,	,	PUNCT
amfbr-2071	462	11	l.	l.	PROPN
amfbr-2071	462	12	(	(	PUNCT
amfbr-2071	462	13	1905	1905	NUM
amfbr-2071	462	14	)	)	PUNCT
amfbr-2071	462	15	.	.	PUNCT
amfbr-2071	463	1	a	a	DET
amfbr-2071	463	2	random	random	ADJ
amfbr-2071	463	3	walk	walk	NOUN
amfbr-2071	463	4	.	.	PUNCT
amfbr-2071	464	1	nature	nature	NOUN
amfbr-2071	464	2	,	,	PUNCT
amfbr-2071	464	3	73	73	NUM
amfbr-2071	464	4	,	,	PUNCT
amfbr-2071	464	5	174	174	NUM
amfbr-2071	464	6	.	.	PUNCT
amfbr-2071	465	1	reily	reily	PROPN
amfbr-2071	465	2	,	,	PUNCT
amfbr-2071	465	3	f.	f.	PROPN
amfbr-2071	465	4	k.	k.	PROPN
amfbr-2071	466	1	(	(	PUNCT
amfbr-2071	466	2	1989	1989	NUM
amfbr-2071	466	3	)	)	PUNCT
amfbr-2071	466	4	.	.	PUNCT
amfbr-2071	467	1	investment	investment	NOUN
amfbr-2071	467	2	analysis	analysis	NOUN
amfbr-2071	467	3	and	and	CCONJ
amfbr-2071	467	4	portfolio	portfolio	NOUN
amfbr-2071	467	5	management	management	NOUN
amfbr-2071	467	6	,	,	PUNCT
amfbr-2071	467	7	hinsdale	hinsdale	NOUN
amfbr-2071	467	8	,	,	PUNCT
amfbr-2071	467	9	illinois	illinois	PROPN
amfbr-2071	467	10	:	:	PUNCT
amfbr-2071	467	11	dryden	dryden	PROPN
amfbr-2071	467	12	press	press	PROPN
amfbr-2071	467	13	.	.	PUNCT
amfbr-2071	468	1	ross	ross	PROPN
amfbr-2071	468	2	,	,	PUNCT
amfbr-2071	468	3	s.	s.	PROPN
amfbr-2071	468	4	a.	a.	PROPN
amfbr-2071	468	5	,	,	PUNCT
amfbr-2071	468	6	westerfield	westerfield	PROPN
amfbr-2071	468	7	,	,	PUNCT
amfbr-2071	468	8	r.	r.	PROPN
amfbr-2071	468	9	w.	w.	PROPN
amfbr-2071	468	10	,	,	PUNCT
amfbr-2071	468	11	jaffe	jaffe	PROPN
amfbr-2071	468	12	,	,	PUNCT
amfbr-2071	468	13	j.	j.	PROPN
amfbr-2071	468	14	,	,	PUNCT
amfbr-2071	468	15	&	&	CCONJ
amfbr-2071	468	16	jordan	jordan	PROPN
amfbr-2071	468	17	,	,	PUNCT
amfbr-2071	468	18	b.d	b.d	PROPN
amfbr-2071	468	19	.	.	PROPN
amfbr-2071	468	20	(	(	PUNCT
amfbr-2071	468	21	2009	2009	NUM
amfbr-2071	468	22	)	)	PUNCT
amfbr-2071	468	23	.	.	PUNCT
amfbr-2071	469	1	modern	modern	ADJ
amfbr-2071	469	2	financial	financial	ADJ
amfbr-2071	469	3	management	management	NOUN
amfbr-2071	469	4	(	(	PUNCT
amfbr-2071	469	5	8th	8th	ADJ
amfbr-2071	469	6	edition	edition	NOUN
amfbr-2071	469	7	)	)	PUNCT
amfbr-2071	469	8	.	.	PUNCT
amfbr-2071	470	1	new	new	ADJ
amfbr-2071	470	2	delhi	delhi	PROPN
amfbr-2071	470	3	:	:	PUNCT
amfbr-2071	470	4	mcgraw	mcgraw	PROPN
amfbr-2071	470	5	hill	hill	PROPN
amfbr-2071	470	6	.	.	PUNCT
amfbr-2071	471	1	rossi	rossi	PROPN
amfbr-2071	471	2	,	,	PUNCT
amfbr-2071	471	3	m.	m.	NOUN
amfbr-2071	471	4	,	,	PUNCT
amfbr-2071	471	5	&	&	CCONJ
amfbr-2071	471	6	guardi	guardi	PROPN
amfbr-2071	471	7	,	,	PUNCT
amfbr-2071	471	8	a.	a.	NOUN
amfbr-2071	471	9	(	(	PUNCT
amfbr-2071	471	10	2018	2018	NUM
amfbr-2071	471	11	)	)	PUNCT
amfbr-2071	471	12	.	.	PUNCT
amfbr-2071	472	1	efficient	efficient	ADJ
amfbr-2071	472	2	market	market	NOUN
amfbr-2071	472	3	hypothesis	hypothesis	NOUN
amfbr-2071	472	4	and	and	CCONJ
amfbr-2071	472	5	stock	stock	NOUN
amfbr-2071	472	6	market	market	NOUN
amfbr-2071	472	7	anomalies	anomaly	NOUN
amfbr-2071	472	8	:	:	PUNCT
amfbr-2071	472	9	empirical	empirical	ADJ
amfbr-2071	472	10	evidence	evidence	NOUN
amfbr-2071	472	11	in	in	ADP
amfbr-2071	472	12	four	four	NUM
amfbr-2071	472	13	european	european	ADJ
amfbr-2071	472	14	countries	country	NOUN
amfbr-2071	472	15	.	.	PUNCT
amfbr-2071	473	1	the	the	DET
amfbr-2071	473	2	journal	journal	NOUN
amfbr-2071	473	3	of	of	ADP
amfbr-2071	473	4	applied	apply	VERB
amfbr-2071	473	5	business	business	NOUN
amfbr-2071	473	6	research	research	NOUN
amfbr-2071	473	7	,	,	PUNCT
amfbr-2071	473	8	34(1	34(1	NUM
amfbr-2071	473	9	)	)	PUNCT
amfbr-2071	473	10	,	,	PUNCT
amfbr-2071	473	11	183	183	NUM
amfbr-2071	473	12	-	-	SYM
amfbr-2071	473	13	192	192	NUM
amfbr-2071	473	14	.	.	PUNCT
amfbr-2071	474	1	rossi	rossi	PROPN
amfbr-2071	474	2	,	,	PUNCT
amfbr-2071	474	3	m.	m.	NOUN
amfbr-2071	474	4	(	(	PUNCT
amfbr-2071	474	5	2016	2016	NUM
amfbr-2071	474	6	)	)	PUNCT
amfbr-2071	474	7	.	.	PUNCT
amfbr-2071	475	1	the	the	DET
amfbr-2071	475	2	capital	capital	NOUN
amfbr-2071	475	3	asset	asset	NOUN
amfbr-2071	475	4	pricing	pricing	NOUN
amfbr-2071	475	5	model	model	NOUN
amfbr-2071	475	6	:	:	PUNCT
amfbr-2071	475	7	a	a	DET
amfbr-2071	475	8	critical	critical	ADJ
amfbr-2071	475	9	literature	literature	NOUN
amfbr-2071	475	10	review	review	NOUN
amfbr-2071	475	11	.	.	PUNCT
amfbr-2071	476	1	global	global	ADJ
amfbr-2071	476	2	business	business	PROPN
amfbr-2071	476	3	and	and	CCONJ
amfbr-2071	476	4	economics	economic	NOUN
amfbr-2071	476	5	review	review	NOUN
amfbr-2071	476	6	,	,	PUNCT
amfbr-2071	476	7	18(5	18(5	NUM
amfbr-2071	476	8	)	)	PUNCT
amfbr-2071	476	9	,	,	PUNCT
amfbr-2071	476	10	604	604	NUM
amfbr-2071	476	11	-	-	SYM
amfbr-2071	476	12	617	617	NUM
amfbr-2071	476	13	.	.	PUNCT
amfbr-2071	477	1	saba	saba	PROPN
amfbr-2071	477	2	,	,	PUNCT
amfbr-2071	477	3	a.	a.	PROPN
amfbr-2071	477	4	,	,	PUNCT
amfbr-2071	477	5	&	&	CCONJ
amfbr-2071	477	6	syed	syed	PROPN
amfbr-2071	477	7	,	,	PUNCT
amfbr-2071	477	8	s.	s.	PROPN
amfbr-2071	477	9	p.	p.	PROPN
amfbr-2071	477	10	(	(	PUNCT
amfbr-2071	477	11	2014	2014	NUM
amfbr-2071	477	12	)	)	PUNCT
amfbr-2071	477	13	.	.	PUNCT
amfbr-2071	478	1	theory	theory	NOUN
amfbr-2071	478	2	of	of	ADP
amfbr-2071	478	3	behavioural	behavioural	ADJ
amfbr-2071	478	4	finance	finance	NOUN
amfbr-2071	478	5	and	and	CCONJ
amfbr-2071	478	6	its	its	PRON
amfbr-2071	478	7	application	application	NOUN
amfbr-2071	478	8	to	to	ADP
amfbr-2071	478	9	property	property	NOUN
amfbr-2071	478	10	market	market	NOUN
amfbr-2071	478	11	:	:	PUNCT
amfbr-2071	478	12	a	a	DET
amfbr-2071	478	13	change	change	NOUN
amfbr-2071	478	14	of	of	ADP
amfbr-2071	478	15	paradigm	paradigm	NOUN
amfbr-2071	478	16	.	.	PUNCT
amfbr-2071	479	1	research	research	NOUN
amfbr-2071	479	2	journal	journal	PROPN
amfbr-2071	479	3	of	of	ADP
amfbr-2071	479	4	finance	finance	NOUN
amfbr-2071	479	5	and	and	CCONJ
amfbr-2071	479	6	accounting	accounting	NOUN
amfbr-2071	479	7	,	,	PUNCT
amfbr-2071	479	8	5(13	5(13	NUM
amfbr-2071	479	9	)	)	PUNCT
amfbr-2071	479	10	,	,	PUNCT
amfbr-2071	479	11	132	132	NUM
amfbr-2071	479	12	-	-	SYM
amfbr-2071	479	13	139	139	NUM
amfbr-2071	479	14	.	.	PUNCT
amfbr-2071	480	1	schiffman	schiffman	NOUN
amfbr-2071	480	2	,	,	PUNCT
amfbr-2071	480	3	m.	m.	NOUN
amfbr-2071	480	4	,	,	PUNCT
amfbr-2071	480	5	glass	glass	NOUN
amfbr-2071	480	6	,	,	PUNCT
amfbr-2071	480	7	a.	a.	NOUN
amfbr-2071	480	8	g.	g.	PROPN
amfbr-2071	480	9	,	,	PUNCT
amfbr-2071	480	10	wentzensen	wentzensen	PROPN
amfbr-2071	480	11	,	,	PUNCT
amfbr-2071	480	12	n.	n.	NOUN
amfbr-2071	480	13	,	,	PUNCT
amfbr-2071	480	14	rush	rush	NOUN
amfbr-2071	480	15	,	,	PUNCT
amfbr-2071	480	16	b.	b.	PROPN
amfbr-2071	480	17	b.	b.	PROPN
amfbr-2071	480	18	,	,	PUNCT
amfbr-2071	480	19	castle	castle	PROPN
amfbr-2071	480	20	,	,	PUNCT
amfbr-2071	480	21	p.	p.	PROPN
amfbr-2071	480	22	e.	e.	PROPN
amfbr-2071	480	23	,	,	PUNCT
amfbr-2071	480	24	scott	scott	PROPN
amfbr-2071	480	25	,	,	PUNCT
amfbr-2071	480	26	d.	d.	PROPN
amfbr-2071	480	27	r.	r.	PROPN
amfbr-2071	480	28	,	,	PUNCT
amfbr-2071	480	29	&	&	CCONJ
amfbr-2071	480	30	burk	burk	PROPN
amfbr-2071	480	31	,	,	PUNCT
amfbr-2071	480	32	r.	r.	PROPN
amfbr-2071	480	33	d.	d.	PROPN
amfbr-2071	480	34	(	(	PUNCT
amfbr-2071	480	35	2011	2011	NUM
amfbr-2071	480	36	)	)	PUNCT
amfbr-2071	480	37	.	.	PUNCT
amfbr-2071	481	1	a	a	DET
amfbr-2071	481	2	long	long	ADJ
amfbr-2071	481	3	-	-	PUNCT
amfbr-2071	481	4	term	term	NOUN
amfbr-2071	481	5	prospective	prospective	ADJ
amfbr-2071	481	6	study	study	NOUN
amfbr-2071	481	7	of	of	ADP
amfbr-2071	481	8	type	type	NOUN
amfbr-2071	481	9	-	-	PUNCT
amfbr-2071	481	10	specific	specific	ADJ
amfbr-2071	481	11	human	human	ADJ
amfbr-2071	481	12	papillomavirus	papillomavirus	NOUN
amfbr-2071	481	13	infection	infection	NOUN
amfbr-2071	481	14	and	and	CCONJ
amfbr-2071	481	15	risk	risk	NOUN
amfbr-2071	481	16	of	of	ADP
amfbr-2071	481	17	cervical	cervical	ADJ
amfbr-2071	481	18	neoplasia	neoplasia	NOUN
amfbr-2071	481	19	among	among	ADP
amfbr-2071	481	20	20,000	20,000	NUM
amfbr-2071	481	21	women	woman	NOUN
amfbr-2071	481	22	in	in	ADP
amfbr-2071	481	23	the	the	DET
amfbr-2071	481	24	portland	portland	PROPN
amfbr-2071	481	25	kaiser	kaiser	PROPN
amfbr-2071	481	26	cohort	cohort	PROPN
amfbr-2071	481	27	study	study	PROPN
amfbr-2071	481	28	.	.	PUNCT
amfbr-2071	482	1	cancer	cancer	NOUN
amfbr-2071	482	2	epidemiology	epidemiology	NOUN
amfbr-2071	482	3	and	and	CCONJ
amfbr-2071	482	4	prevention	prevention	NOUN
amfbr-2071	482	5	biomarkers	biomarker	NOUN
amfbr-2071	482	6	,	,	PUNCT
amfbr-2071	482	7	20(7	20(7	NUM
amfbr-2071	482	8	)	)	PUNCT
amfbr-2071	482	9	,	,	PUNCT
amfbr-2071	482	10	1398	1398	NUM
amfbr-2071	482	11	–	–	PUNCT
amfbr-2071	482	12	1409	1409	NUM
amfbr-2071	482	13	.	.	PUNCT
amfbr-2071	483	1	sewell	sewell	NOUN
amfbr-2071	483	2	,	,	PUNCT
amfbr-2071	483	3	m.	m.	NOUN
amfbr-2071	483	4	(	(	PUNCT
amfbr-2071	483	5	2010	2010	NUM
amfbr-2071	483	6	)	)	PUNCT
amfbr-2071	483	7	.	.	PUNCT
amfbr-2071	484	1	behavioural	behavioural	ADJ
amfbr-2071	484	2	finance	finance	NOUN
amfbr-2071	484	3	(	(	PUNCT
amfbr-2071	484	4	revised	revise	VERB
amfbr-2071	484	5	)	)	PUNCT
amfbr-2071	484	6	.	.	PUNCT
amfbr-2071	485	1	london	london	PROPN
amfbr-2071	485	2	:	:	PUNCT
amfbr-2071	485	3	university	university	NOUN
amfbr-2071	485	4	of	of	ADP
amfbr-2071	485	5	cambridge	cambridge	PROPN
amfbr-2071	485	6	.	.	PUNCT
amfbr-2071	486	1	shah	shah	PROPN
amfbr-2071	486	2	,	,	PUNCT
amfbr-2071	486	3	s.	s.	PROPN
amfbr-2071	486	4	s.	s.	PROPN
amfbr-2071	486	5	h.	h.	PROPN
amfbr-2071	486	6	,	,	PUNCT
amfbr-2071	486	7	xinping	xinping	PROPN
amfbr-2071	486	8	,	,	PUNCT
amfbr-2071	486	9	x.	x.	PROPN
amfbr-2071	486	10	,	,	PUNCT
amfbr-2071	486	11	khan	khan	PROPN
amfbr-2071	486	12	m.	m.	PROPN
amfbr-2071	486	13	a.	a.	PROPN
amfbr-2071	486	14	,	,	PUNCT
amfbr-2071	486	15	&	&	CCONJ
amfbr-2071	486	16	harjan	harjan	PROPN
amfbr-2071	486	17	,	,	PUNCT
amfbr-2071	486	18	s.	s.	PROPN
amfbr-2071	486	19	a.	a.	PROPN
amfbr-2071	486	20	(	(	PUNCT
amfbr-2071	486	21	2018	2018	NUM
amfbr-2071	486	22	)	)	PUNCT
amfbr-2071	486	23	.	.	PUNCT
amfbr-2071	487	1	investor	investor	NOUN
amfbr-2071	487	2	and	and	CCONJ
amfbr-2071	487	3	manager	manager	NOUN
amfbr-2071	487	4	overconfidence	overconfidence	NOUN
amfbr-2071	487	5	bias	bias	NOUN
amfbr-2071	487	6	and	and	CCONJ
amfbr-2071	487	7	firm	firm	ADJ
amfbr-2071	487	8	value	value	NOUN
amfbr-2071	487	9	:	:	PUNCT
amfbr-2071	487	10	micro	micro	ADJ
amfbr-2071	487	11	-	-	NOUN
amfbr-2071	487	12	level	level	ADJ
amfbr-2071	487	13	evidence	evidence	NOUN
amfbr-2071	487	14	from	from	ADP
amfbr-2071	487	15	the	the	DET
amfbr-2071	487	16	pakistan	pakistan	PROPN
amfbr-2071	487	17	equity	equity	NOUN
amfbr-2071	487	18	market	market	NOUN
amfbr-2071	487	19	.	.	PUNCT
amfbr-2071	488	1	international	international	ADJ
amfbr-2071	488	2	journal	journal	PROPN
amfbr-2071	488	3	of	of	ADP
amfbr-2071	488	4	economics	economic	NOUN
amfbr-2071	488	5	and	and	CCONJ
amfbr-2071	488	6	financial	financial	ADJ
amfbr-2071	488	7	issues	issue	NOUN
amfbr-2071	488	8	,	,	PUNCT
amfbr-2071	488	9	8(5	8(5	NUM
amfbr-2071	488	10	)	)	PUNCT
amfbr-2071	488	11	,	,	PUNCT
amfbr-2071	488	12	190–199	190–199	NUM
amfbr-2071	488	13	.	.	PUNCT
amfbr-2071	489	1	sharpe	sharpe	PROPN
amfbr-2071	489	2	,	,	PUNCT
amfbr-2071	489	3	w.	w.	PROPN
amfbr-2071	489	4	f.	f.	PROPN
amfbr-2071	489	5	,	,	PUNCT
amfbr-2071	489	6	alexander	alexander	PROPN
amfbr-2071	489	7	,	,	PUNCT
amfbr-2071	489	8	g.	g.	PROPN
amfbr-2071	489	9	j.	j.	PROPN
amfbr-2071	489	10	,	,	PUNCT
amfbr-2071	489	11	&	&	CCONJ
amfbr-2071	489	12	bailey	bailey	PROPN
amfbr-2071	489	13	,	,	PUNCT
amfbr-2071	489	14	j.	j.	PROPN
amfbr-2071	489	15	v.	v.	PROPN
amfbr-2071	489	16	(	(	PUNCT
amfbr-2071	489	17	1999	1999	NUM
amfbr-2071	489	18	)	)	PUNCT
amfbr-2071	489	19	.	.	PUNCT
amfbr-2071	490	1	investments	investment	NOUN
amfbr-2071	490	2	.	.	PUNCT
amfbr-2071	491	1	(	(	PUNCT
amfbr-2071	491	2	6th	6th	ADJ
amfbr-2071	491	3	edition	edition	NOUN
amfbr-2071	491	4	)	)	PUNCT
amfbr-2071	491	5	.	.	PUNCT
amfbr-2071	492	1	upper	upper	ADJ
amfbr-2071	492	2	saddle	saddle	PROPN
amfbr-2071	492	3	river	river	NOUN
amfbr-2071	492	4	:	:	PUNCT
amfbr-2071	492	5	prentice	prentice	NOUN
amfbr-2071	492	6	-	-	PUNCT
amfbr-2071	492	7	hall	hall	PROPN
amfbr-2071	492	8	,	,	PUNCT
amfbr-2071	492	9	inc	inc	PROPN
amfbr-2071	492	10	.	.	PROPN
amfbr-2071	492	11	shefrin	shefrin	PROPN
amfbr-2071	492	12	,	,	PUNCT
amfbr-2071	492	13	h.	h.	PROPN
amfbr-2071	492	14	,	,	PUNCT
amfbr-2071	492	15	&	&	CCONJ
amfbr-2071	492	16	statman	statman	PROPN
amfbr-2071	492	17	,	,	PUNCT
amfbr-2071	492	18	m.	m.	NOUN
amfbr-2071	492	19	(	(	PUNCT
amfbr-2071	492	20	1985	1985	NUM
amfbr-2071	492	21	)	)	PUNCT
amfbr-2071	492	22	.	.	PUNCT
amfbr-2071	493	1	the	the	DET
amfbr-2071	493	2	disposition	disposition	NOUN
amfbr-2071	493	3	to	to	PART
amfbr-2071	493	4	sell	sell	VERB
amfbr-2071	493	5	winners	winner	NOUN
amfbr-2071	493	6	too	too	ADV
amfbr-2071	493	7	early	early	ADV
amfbr-2071	493	8	and	and	CCONJ
amfbr-2071	493	9	ride	ride	VERB
amfbr-2071	493	10	losers	loser	NOUN
amfbr-2071	493	11	too	too	ADV
amfbr-2071	493	12	long	long	ADV
amfbr-2071	493	13	:	:	PUNCT
amfbr-2071	493	14	theory	theory	NOUN
amfbr-2071	493	15	and	and	CCONJ
amfbr-2071	493	16	evidence	evidence	NOUN
amfbr-2071	493	17	.	.	PUNCT
amfbr-2071	494	1	the	the	DET
amfbr-2071	494	2	journal	journal	PROPN
amfbr-2071	494	3	of	of	ADP
amfbr-2071	494	4	finance	finance	NOUN
amfbr-2071	494	5	,	,	PUNCT
amfbr-2071	494	6	40(3	40(3	NOUN
amfbr-2071	494	7	)	)	PUNCT
amfbr-2071	494	8	,	,	PUNCT
amfbr-2071	494	9	777–790	777–790	NUM
amfbr-2071	494	10	.	.	PUNCT
amfbr-2071	494	11	trifan	trifan	PROPN
amfbr-2071	494	12	,	,	PUNCT
amfbr-2071	494	13	r.	r.	PROPN
amfbr-2071	494	14	(	(	PUNCT
amfbr-2071	494	15	2020	2020	NUM
amfbr-2071	494	16	)	)	PUNCT
amfbr-2071	494	17	.	.	PUNCT
amfbr-2071	495	1	behavioural	behavioural	ADJ
amfbr-2071	495	2	biases	bias	NOUN
amfbr-2071	495	3	and	and	CCONJ
amfbr-2071	495	4	stock	stock	NOUN
amfbr-2071	495	5	market	market	NOUN
amfbr-2071	495	6	reaction	reaction	NOUN
amfbr-2071	495	7	:	:	PUNCT
amfbr-2071	495	8	evidence	evidence	NOUN
amfbr-2071	495	9	from	from	ADP
amfbr-2071	495	10	six	six	NUM
amfbr-2071	495	11	postcommunist	postcommunist	NOUN
amfbr-2071	495	12	countries	country	NOUN
amfbr-2071	495	13	.	.	PUNCT
amfbr-2071	496	1	journal	journal	PROPN
amfbr-2071	496	2	of	of	ADP
amfbr-2071	496	3	economics	economic	NOUN
amfbr-2071	496	4	,	,	PUNCT
amfbr-2071	496	5	68(8	68(8	NUM
amfbr-2071	496	6	)	)	PUNCT
amfbr-2071	496	7	,	,	PUNCT
amfbr-2071	496	8	811–826	811–826	NUM
amfbr-2071	496	9	.	.	PUNCT
amfbr-2071	497	1	tversky	tversky	PROPN
amfbr-2071	497	2	,	,	PUNCT
amfbr-2071	497	3	a.	a.	PROPN
amfbr-2071	497	4	&	&	CCONJ
amfbr-2071	497	5	kahneman	kahneman	PROPN
amfbr-2071	497	6	,	,	PUNCT
amfbr-2071	497	7	d.	d.	PROPN
amfbr-2071	497	8	(	(	PUNCT
amfbr-2071	497	9	1992	1992	NUM
amfbr-2071	497	10	)	)	PUNCT
amfbr-2071	497	11	.	.	PUNCT
amfbr-2071	498	1	advances	advance	NOUN
amfbr-2071	498	2	in	in	ADP
amfbr-2071	498	3	prospect	prospect	NOUN
amfbr-2071	498	4	theory	theory	NOUN
amfbr-2071	498	5	:	:	PUNCT
amfbr-2071	498	6	cumulative	cumulative	ADJ
amfbr-2071	498	7	representative	representative	NOUN
amfbr-2071	498	8	of	of	ADP
amfbr-2071	498	9	uncertainty	uncertainty	NOUN
amfbr-2071	498	10	.	.	PUNCT
amfbr-2071	499	1	journal	journal	NOUN
amfbr-2071	499	2	of	of	ADP
amfbr-2071	499	3	risk	risk	NOUN
amfbr-2071	499	4	and	and	CCONJ
amfbr-2071	499	5	uncertainty	uncertainty	NOUN
amfbr-2071	499	6	,	,	PUNCT
amfbr-2071	499	7	5	5	NUM
amfbr-2071	499	8	,	,	PUNCT
amfbr-2071	499	9	297	297	NUM
amfbr-2071	499	10	-	-	SYM
amfbr-2071	499	11	323	323	NUM
amfbr-2071	499	12	.	.	PUNCT
amfbr-2071	500	1	wong	wong	PROPN
amfbr-2071	500	2	,	,	PUNCT
amfbr-2071	500	3	k.	k.	PROPN
amfbr-2071	500	4	,	,	PUNCT
amfbr-2071	500	5	&	&	CCONJ
amfbr-2071	500	6	kwong	kwong	PROPN
amfbr-2071	500	7	,	,	PUNCT
amfbr-2071	500	8	k.	k.	PROPN
amfbr-2071	500	9	(	(	PUNCT
amfbr-2071	500	10	1984	1984	NUM
amfbr-2071	500	11	)	)	PUNCT
amfbr-2071	500	12	.	.	PUNCT
amfbr-2071	501	1	the	the	DET
amfbr-2071	501	2	behaviour	behaviour	NOUN
amfbr-2071	501	3	of	of	ADP
amfbr-2071	501	4	hong	hong	PROPN
amfbr-2071	501	5	kong	kong	PROPN
amfbr-2071	501	6	stock	stock	NOUN
amfbr-2071	501	7	prices	price	NOUN
amfbr-2071	501	8	.	.	PUNCT
amfbr-2071	502	1	applied	apply	VERB
amfbr-2071	502	2	economics	economic	NOUN
amfbr-2071	502	3	,	,	PUNCT
amfbr-2071	502	4	16	16	NUM
amfbr-2071	502	5	,	,	PUNCT
amfbr-2071	502	6	905–917	905–917	NUM
amfbr-2071	502	7	.	.	PUNCT
amfbr-2071	503	1	zahera	zahera	PROPN
amfbr-2071	503	2	,	,	PUNCT
amfbr-2071	503	3	s.	s.	PROPN
amfbr-2071	503	4	a.	a.	PROPN
amfbr-2071	503	5	,	,	PUNCT
amfbr-2071	503	6	&	&	CCONJ
amfbr-2071	503	7	bansal	bansal	PROPN
amfbr-2071	503	8	,	,	PUNCT
amfbr-2071	503	9	r.	r.	PROPN
amfbr-2071	503	10	(	(	PUNCT
amfbr-2071	503	11	2018	2018	NUM
amfbr-2071	503	12	)	)	PUNCT
amfbr-2071	503	13	.	.	PUNCT
amfbr-2071	504	1	do	do	AUX
amfbr-2071	504	2	investors	investor	NOUN
amfbr-2071	504	3	exhibit	exhibit	VERB
amfbr-2071	504	4	behavioral	behavioral	ADJ
amfbr-2071	504	5	biases	bias	NOUN
amfbr-2071	504	6	in	in	ADP
amfbr-2071	504	7	investment	investment	NOUN
amfbr-2071	504	8	decision	decision	NOUN
amfbr-2071	504	9	making	make	VERB
amfbr-2071	504	10	?	?	PUNCT
amfbr-2071	505	1	a	a	DET
amfbr-2071	505	2	systematic	systematic	ADJ
amfbr-2071	505	3	review	review	NOUN
amfbr-2071	505	4	.	.	PUNCT
amfbr-2071	506	1	qualitative	qualitative	ADJ
amfbr-2071	506	2	research	research	NOUN
amfbr-2071	506	3	in	in	ADP
amfbr-2071	506	4	financial	financial	ADJ
amfbr-2071	506	5	markets	market	NOUN
amfbr-2071	506	6	,	,	PUNCT
amfbr-2071	506	7	10(2	10(2	NUM
amfbr-2071	506	8	)	)	PUNCT
amfbr-2071	506	9	,	,	PUNCT
amfbr-2071	506	10	210–251	210–251	NUM
amfbr-2071	506	11	.	.	PUNCT
amfbr-2071	507	1	publisher	publisher	PROPN
amfbr-2071	507	2	’s	’s	PART
amfbr-2071	507	3	note	note	NOUN
amfbr-2071	507	4	:	:	PUNCT
amfbr-2071	507	5	cribfb	cribfb	PROPN
amfbr-2071	507	6	stays	stay	VERB
amfbr-2071	507	7	neutral	neutral	ADJ
amfbr-2071	507	8	with	with	ADP
amfbr-2071	507	9	regard	regard	NOUN
amfbr-2071	507	10	to	to	ADP
amfbr-2071	507	11	jurisdictional	jurisdictional	ADJ
amfbr-2071	507	12	claims	claim	NOUN
amfbr-2071	507	13	in	in	ADP
amfbr-2071	507	14	published	publish	VERB
amfbr-2071	507	15	maps	map	NOUN
amfbr-2071	507	16	and	and	CCONJ
amfbr-2071	507	17	institutional	institutional	ADJ
amfbr-2071	507	18	affiliations	affiliation	NOUN
amfbr-2071	507	19	.	.	PUNCT
amfbr-2071	508	1	©	©	ADP
amfbr-2071	508	2	2023	2023	NUM
amfbr-2071	508	3	by	by	ADP
amfbr-2071	508	4	the	the	DET
amfbr-2071	508	5	authors	author	NOUN
amfbr-2071	508	6	.	.	PUNCT
amfbr-2071	509	1	licensee	licensee	PROPN
amfbr-2071	509	2	cribfb	cribfb	PROPN
amfbr-2071	509	3	,	,	PUNCT
amfbr-2071	509	4	usa	usa	PROPN
amfbr-2071	509	5	.	.	PROPN
amfbr-2071	510	1	this	this	DET
amfbr-2071	510	2	article	article	NOUN
amfbr-2071	510	3	is	be	AUX
amfbr-2071	510	4	an	an	DET
amfbr-2071	510	5	open	open	ADJ
amfbr-2071	510	6	access	access	NOUN
amfbr-2071	510	7	article	article	NOUN
amfbr-2071	510	8	distributed	distribute	VERB
amfbr-2071	510	9	under	under	ADP
amfbr-2071	510	10	the	the	DET
amfbr-2071	510	11	terms	term	NOUN
amfbr-2071	510	12	and	and	CCONJ
amfbr-2071	510	13	conditions	condition	NOUN
amfbr-2071	510	14	of	of	ADP
amfbr-2071	510	15	the	the	DET
amfbr-2071	510	16	creative	creative	ADJ
amfbr-2071	510	17	commons	common	NOUN
amfbr-2071	510	18	attribution	attribution	NOUN
amfbr-2071	510	19	(	(	PUNCT
amfbr-2071	510	20	cc	cc	NOUN
amfbr-2071	510	21	by	by	ADP
amfbr-2071	510	22	)	)	PUNCT
amfbr-2071	510	23	license	license	NOUN
amfbr-2071	510	24	(	(	PUNCT
amfbr-2071	510	25	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
amfbr-2071	510	26	)	)	PUNCT
amfbr-2071	510	27	.	.	PUNCT
amfbr-2071	511	1	american	american	PROPN
amfbr-2071	511	2	finance	finance	PROPN
amfbr-2071	511	3	&	&	CCONJ
amfbr-2071	511	4	banking	banking	PROPN
amfbr-2071	511	5	review	review	NOUN
amfbr-2071	511	6	(	(	PUNCT
amfbr-2071	511	7	p	p	X
amfbr-2071	511	8	-	-	PUNCT
amfbr-2071	511	9	issn	issn	NOUN
amfbr-2071	511	10	:	:	PUNCT
amfbr-2071	511	11	2576	2576	NUM
amfbr-2071	511	12	-	-	SYM
amfbr-2071	511	13	1226	1226	NUM
amfbr-2071	511	14	;	;	PUNCT
amfbr-2071	511	15	e	e	X
amfbr-2071	511	16	-	-	PUNCT
amfbr-2071	511	17	issn	issn	ADJ
amfbr-2071	511	18	:	:	PUNCT
amfbr-2071	511	19	2576	2576	NUM
amfbr-2071	511	20	-	-	SYM
amfbr-2071	511	21	1234	1234	NUM
amfbr-2071	511	22	)	)	PUNCT
amfbr-2071	511	23	by	by	ADP
amfbr-2071	511	24	cribfb	cribfb	PROPN
amfbr-2071	511	25	is	be	AUX
amfbr-2071	511	26	licensed	license	VERB
amfbr-2071	511	27	under	under	ADP
amfbr-2071	511	28	a	a	DET
amfbr-2071	511	29	creative	creative	ADJ
amfbr-2071	511	30	commons	common	NOUN
amfbr-2071	511	31	attribution	attribution	NOUN
amfbr-2071	511	32	4.0	4.0	NUM
amfbr-2071	511	33	international	international	ADJ
amfbr-2071	511	34	license	license	NOUN
amfbr-2071	511	35	.	.	PUNCT
amfbr-2071	512	1	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
amfbr-2071	512	2	)	)	PUNCT
amfbr-2071	512	3	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
amfbr-2071	512	4	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN