id	sid	tid	token	lemma	pos
ajeer-235	1	1	asian	asian	PROPN
ajeer-235	1	2	journal	journal	PROPN
ajeer-235	1	3	of	of	ADP
ajeer-235	1	4	economics	economic	NOUN
ajeer-235	1	5	and	and	CCONJ
ajeer-235	1	6	empirical	empirical	ADJ
ajeer-235	1	7	research	research	NOUN
ajeer-235	1	8	vol	vol	NOUN
ajeer-235	1	9	.	.	PROPN
ajeer-235	2	1	4	4	NUM
ajeer-235	2	2	,	,	PUNCT
ajeer-235	2	3	no	no	INTJ
ajeer-235	2	4	.	.	NOUN
ajeer-235	2	5	2	2	NUM
ajeer-235	2	6	,	,	PUNCT
ajeer-235	2	7	99	99	NUM
ajeer-235	2	8	-	-	SYM
ajeer-235	2	9	105	105	NUM
ajeer-235	2	10	,	,	PUNCT
ajeer-235	2	11	2017	2017	NUM
ajeer-235	2	12	issn(e	issn(e	NOUN
ajeer-235	2	13	)	)	PUNCT
ajeer-235	2	14	2409	2409	NUM
ajeer-235	2	15	-	-	SYM
ajeer-235	2	16	2622/	2622/	NUM
ajeer-235	2	17	issn(p	issn(p	NOUN
ajeer-235	2	18	)	)	PUNCT
ajeer-235	2	19	2518	2518	NUM
ajeer-235	2	20	-	-	PUNCT
ajeer-235	2	21	010x	010x	ADJ
ajeer-235	2	22	doi	doi	NOUN
ajeer-235	2	23	:	:	PUNCT
ajeer-235	2	24	10.20448	10.20448	NUM
ajeer-235	2	25	/	/	SYM
ajeer-235	2	26	journal.501.2017.42.99.105	journal.501.2017.42.99.105	NOUN
ajeer-235	2	27	99	99	NUM
ajeer-235	2	28	randomness	randomness	NOUN
ajeer-235	2	29	of	of	ADP
ajeer-235	2	30	stock	stock	NOUN
ajeer-235	2	31	return	return	NOUN
ajeer-235	2	32	in	in	ADP
ajeer-235	2	33	nigerian	nigerian	ADJ
ajeer-235	2	34	banking	banking	NOUN
ajeer-235	2	35	sector	sector	NOUN
ajeer-235	2	36	obisesan	obisesan	VERB
ajeer-235	2	37	oluwaseun	oluwaseun	PROPN
ajeer-235	2	38	g.1	g.1	PROPN
ajeer-235	2	39	ajayi	ajayi	PROPN
ajeer-235	2	40	boboye	boboye	PROPN
ajeer-235	3	1	l.2	l.2	X
ajeer-235	3	2	(	(	PUNCT
ajeer-235	3	3			PROPN
ajeer-235	3	4	corresponding	correspond	VERB
ajeer-235	3	5	author	author	NOUN
ajeer-235	3	6	)	)	PUNCT
ajeer-235	3	7	1,2department	1,2department	NUM
ajeer-235	3	8	of	of	ADP
ajeer-235	3	9	banking	banking	NOUN
ajeer-235	3	10	and	and	CCONJ
ajeer-235	3	11	finance	finance	NOUN
ajeer-235	3	12	,	,	PUNCT
ajeer-235	3	13	faculty	faculty	NOUN
ajeer-235	3	14	of	of	ADP
ajeer-235	3	15	management	management	NOUN
ajeer-235	3	16	sciences	science	NOUN
ajeer-235	3	17	,	,	PUNCT
ajeer-235	3	18	ekiti	ekiti	PROPN
ajeer-235	3	19	state	state	PROPN
ajeer-235	3	20	university	university	PROPN
ajeer-235	3	21	,	,	PUNCT
ajeer-235	3	22	ado	ado	NOUN
ajeer-235	3	23	ekiti	ekiti	PROPN
ajeer-235	3	24	,	,	PUNCT
ajeer-235	3	25	nigeria	nigeria	PROPN
ajeer-235	3	26	abstract	abstract	ADV
ajeer-235	3	27	this	this	DET
ajeer-235	3	28	study	study	NOUN
ajeer-235	3	29	presents	present	VERB
ajeer-235	3	30	a	a	DET
ajeer-235	3	31	test	test	NOUN
ajeer-235	3	32	of	of	ADP
ajeer-235	3	33	random	random	ADJ
ajeer-235	3	34	walk	walk	NOUN
ajeer-235	3	35	hypothesis	hypothesis	NOUN
ajeer-235	3	36	in	in	ADP
ajeer-235	3	37	the	the	DET
ajeer-235	3	38	nigerian	nigerian	ADJ
ajeer-235	3	39	stock	stock	NOUN
ajeer-235	3	40	market	market	NOUN
ajeer-235	3	41	,	,	PUNCT
ajeer-235	3	42	with	with	ADP
ajeer-235	3	43	a	a	DET
ajeer-235	3	44	view	view	NOUN
ajeer-235	3	45	to	to	ADP
ajeer-235	3	46	determining	determine	VERB
ajeer-235	3	47	if	if	SCONJ
ajeer-235	3	48	stock	stock	NOUN
ajeer-235	3	49	price	price	NOUN
ajeer-235	3	50	changes	change	NOUN
ajeer-235	3	51	conform	conform	VERB
ajeer-235	3	52	to	to	PART
ajeer-235	3	53	predetermined	predetermine	VERB
ajeer-235	3	54	probability	probability	NOUN
ajeer-235	3	55	distribution	distribution	NOUN
ajeer-235	3	56	.	.	PUNCT
ajeer-235	4	1	a	a	DET
ajeer-235	4	2	sample	sample	NOUN
ajeer-235	4	3	of	of	ADP
ajeer-235	4	4	thirteen	thirteen	NUM
ajeer-235	4	5	deposit	deposit	NOUN
ajeer-235	4	6	money	money	NOUN
ajeer-235	4	7	banks	bank	NOUN
ajeer-235	4	8	which	which	PRON
ajeer-235	4	9	are	be	AUX
ajeer-235	4	10	listed	list	VERB
ajeer-235	4	11	on	on	ADP
ajeer-235	4	12	the	the	DET
ajeer-235	4	13	nigerian	nigerian	ADJ
ajeer-235	4	14	stock	stock	NOUN
ajeer-235	4	15	exchange	exchange	NOUN
ajeer-235	4	16	between	between	ADP
ajeer-235	4	17	2007	2007	NUM
ajeer-235	4	18	and	and	CCONJ
ajeer-235	4	19	2014	2014	NUM
ajeer-235	4	20	were	be	AUX
ajeer-235	4	21	used	use	VERB
ajeer-235	4	22	in	in	ADP
ajeer-235	4	23	the	the	DET
ajeer-235	4	24	analysis	analysis	NOUN
ajeer-235	4	25	.	.	PUNCT
ajeer-235	5	1	secondary	secondary	ADJ
ajeer-235	5	2	daily	daily	ADJ
ajeer-235	5	3	price	price	NOUN
ajeer-235	5	4	data	datum	NOUN
ajeer-235	5	5	for	for	ADP
ajeer-235	5	6	the	the	DET
ajeer-235	5	7	period	period	NOUN
ajeer-235	5	8	were	be	AUX
ajeer-235	5	9	sourced	source	VERB
ajeer-235	5	10	from	from	ADP
ajeer-235	5	11	the	the	DET
ajeer-235	5	12	capital	capital	NOUN
ajeer-235	5	13	assets	asset	NOUN
ajeer-235	5	14	section	section	NOUN
ajeer-235	5	15	of	of	ADP
ajeer-235	5	16	nse	nse	NOUN
ajeer-235	5	17	fact	fact	NOUN
ajeer-235	5	18	book	book	NOUN
ajeer-235	5	19	.	.	PUNCT
ajeer-235	6	1	the	the	DET
ajeer-235	6	2	methods	method	NOUN
ajeer-235	6	3	used	use	VERB
ajeer-235	6	4	were	be	AUX
ajeer-235	6	5	;	;	PUNCT
ajeer-235	6	6	augmented	augment	VERB
ajeer-235	6	7	dickey	dickey	PROPN
ajeer-235	6	8	-	-	PUNCT
ajeer-235	6	9	fuller	full	ADJ
ajeer-235	6	10	test	test	NOUN
ajeer-235	6	11	(	(	PUNCT
ajeer-235	6	12	adf	adf	PROPN
ajeer-235	6	13	)	)	PUNCT
ajeer-235	6	14	,	,	PUNCT
ajeer-235	6	15	phillips	phillips	PROPN
ajeer-235	6	16	-	-	PUNCT
ajeer-235	6	17	perron	perron	PROPN
ajeer-235	6	18	test	test	NOUN
ajeer-235	6	19	(	(	PUNCT
ajeer-235	6	20	pp	pp	PROPN
ajeer-235	6	21	)	)	PUNCT
ajeer-235	6	22	and	and	CCONJ
ajeer-235	6	23	kwiatkowski	kwiatkowski	PROPN
ajeer-235	6	24	,	,	PUNCT
ajeer-235	6	25	phillips	phillips	PROPN
ajeer-235	6	26	,	,	PUNCT
ajeer-235	6	27	schmidt	schmidt	NOUN
ajeer-235	6	28	and	and	CCONJ
ajeer-235	6	29	shin	shin	NOUN
ajeer-235	6	30	test	test	NOUN
ajeer-235	6	31	(	(	PUNCT
ajeer-235	6	32	kpss	kpss	PROPN
ajeer-235	6	33	)	)	PUNCT
ajeer-235	6	34	unit	unit	NOUN
ajeer-235	6	35	root	root	NOUN
ajeer-235	6	36	tests	test	NOUN
ajeer-235	6	37	were	be	AUX
ajeer-235	6	38	used	use	VERB
ajeer-235	6	39	to	to	PART
ajeer-235	6	40	test	test	VERB
ajeer-235	6	41	non	non	ADJ
ajeer-235	6	42	-	-	NOUN
ajeer-235	6	43	stationarity	stationarity	NOUN
ajeer-235	6	44	while	while	SCONJ
ajeer-235	6	45	descriptive	descriptive	ADJ
ajeer-235	6	46	statistics	statistic	NOUN
ajeer-235	6	47	of	of	ADP
ajeer-235	6	48	jaque	jaque	NOUN
ajeer-235	6	49	-	-	PUNCT
ajeer-235	6	50	bera	bera	NOUN
ajeer-235	6	51	were	be	AUX
ajeer-235	6	52	used	use	VERB
ajeer-235	6	53	to	to	PART
ajeer-235	6	54	check	check	VERB
ajeer-235	6	55	for	for	ADP
ajeer-235	6	56	normality	normality	NOUN
ajeer-235	6	57	.	.	PUNCT
ajeer-235	7	1	the	the	DET
ajeer-235	7	2	adf	adf	PROPN
ajeer-235	7	3	,	,	PUNCT
ajeer-235	7	4	pp	pp	ADV
ajeer-235	7	5	and	and	CCONJ
ajeer-235	7	6	kpss	kpss	PROPN
ajeer-235	7	7	unit	unit	PROPN
ajeer-235	7	8	root	root	PROPN
ajeer-235	7	9	test	test	NOUN
ajeer-235	7	10	results	result	NOUN
ajeer-235	7	11	imply	imply	VERB
ajeer-235	7	12	that	that	SCONJ
ajeer-235	7	13	the	the	DET
ajeer-235	7	14	changes	change	NOUN
ajeer-235	7	15	in	in	ADP
ajeer-235	7	16	stock	stock	NOUN
ajeer-235	7	17	prices	price	NOUN
ajeer-235	7	18	are	be	AUX
ajeer-235	7	19	stationary	stationary	ADJ
ajeer-235	7	20	at	at	ADP
ajeer-235	7	21	level	level	NOUN
ajeer-235	7	22	while	while	SCONJ
ajeer-235	7	23	descriptive	descriptive	ADJ
ajeer-235	7	24	statistics	statistic	NOUN
ajeer-235	7	25	results	result	NOUN
ajeer-235	7	26	indicate	indicate	VERB
ajeer-235	7	27	that	that	SCONJ
ajeer-235	7	28	the	the	DET
ajeer-235	7	29	changes	change	NOUN
ajeer-235	7	30	in	in	ADP
ajeer-235	7	31	stock	stock	NOUN
ajeer-235	7	32	prices	price	NOUN
ajeer-235	7	33	do	do	AUX
ajeer-235	7	34	not	not	PART
ajeer-235	7	35	follow	follow	VERB
ajeer-235	7	36	a	a	DET
ajeer-235	7	37	normal	normal	ADJ
ajeer-235	7	38	distribution	distribution	NOUN
ajeer-235	7	39	.	.	PUNCT
ajeer-235	8	1	the	the	DET
ajeer-235	8	2	findings	finding	NOUN
ajeer-235	8	3	of	of	ADP
ajeer-235	8	4	this	this	DET
ajeer-235	8	5	study	study	NOUN
ajeer-235	8	6	show	show	VERB
ajeer-235	8	7	that	that	SCONJ
ajeer-235	8	8	stock	stock	NOUN
ajeer-235	8	9	price	price	NOUN
ajeer-235	8	10	changes	change	NOUN
ajeer-235	8	11	are	be	AUX
ajeer-235	8	12	stationary	stationary	ADJ
ajeer-235	8	13	and	and	CCONJ
ajeer-235	8	14	not	not	PART
ajeer-235	8	15	normally	normally	ADV
ajeer-235	8	16	distributed	distribute	VERB
ajeer-235	8	17	.	.	PUNCT
ajeer-235	9	1	based	base	VERB
ajeer-235	9	2	on	on	ADP
ajeer-235	9	3	the	the	DET
ajeer-235	9	4	findings	finding	NOUN
ajeer-235	9	5	,	,	PUNCT
ajeer-235	9	6	the	the	DET
ajeer-235	9	7	changes	change	NOUN
ajeer-235	9	8	in	in	ADP
ajeer-235	9	9	nigerian	nigerian	ADJ
ajeer-235	9	10	deposit	deposit	NOUN
ajeer-235	9	11	money	money	NOUN
ajeer-235	9	12	banks	bank	NOUN
ajeer-235	9	13	’	'	PUNCT
ajeer-235	9	14	stock	stock	NOUN
ajeer-235	9	15	price	price	NOUN
ajeer-235	9	16	in	in	ADP
ajeer-235	9	17	nigerian	nigerian	ADJ
ajeer-235	9	18	stock	stock	NOUN
ajeer-235	9	19	exchange	exchange	NOUN
ajeer-235	9	20	do	do	AUX
ajeer-235	9	21	not	not	PART
ajeer-235	9	22	follow	follow	VERB
ajeer-235	9	23	a	a	DET
ajeer-235	9	24	random	random	ADJ
ajeer-235	9	25	walk	walk	NOUN
ajeer-235	9	26	.	.	PUNCT
ajeer-235	10	1	in	in	ADP
ajeer-235	10	2	other	other	ADJ
ajeer-235	10	3	words	word	NOUN
ajeer-235	10	4	,	,	PUNCT
ajeer-235	10	5	nigerian	nigerian	ADJ
ajeer-235	10	6	stock	stock	NOUN
ajeer-235	10	7	market	market	NOUN
ajeer-235	10	8	is	be	AUX
ajeer-235	10	9	not	not	PART
ajeer-235	10	10	weak	weak	ADJ
ajeer-235	10	11	form	form	NOUN
ajeer-235	10	12	efficient	efficient	ADJ
ajeer-235	10	13	.	.	PUNCT
ajeer-235	11	1	the	the	DET
ajeer-235	11	2	study	study	NOUN
ajeer-235	11	3	recommends	recommend	VERB
ajeer-235	11	4	that	that	SCONJ
ajeer-235	11	5	since	since	SCONJ
ajeer-235	11	6	changes	change	NOUN
ajeer-235	11	7	in	in	ADP
ajeer-235	11	8	stock	stock	NOUN
ajeer-235	11	9	prices	price	NOUN
ajeer-235	11	10	are	be	AUX
ajeer-235	11	11	not	not	PART
ajeer-235	11	12	indeterminable	indeterminable	ADJ
ajeer-235	11	13	or	or	CCONJ
ajeer-235	11	14	caused	cause	VERB
ajeer-235	11	15	by	by	ADP
ajeer-235	11	16	random	random	ADJ
ajeer-235	11	17	events	event	NOUN
ajeer-235	11	18	,	,	PUNCT
ajeer-235	11	19	the	the	DET
ajeer-235	11	20	investor	investor	NOUN
ajeer-235	11	21	should	should	AUX
ajeer-235	11	22	endeavour	endeavour	VERB
ajeer-235	11	23	to	to	PART
ajeer-235	11	24	identify	identify	VERB
ajeer-235	11	25	what	what	PRON
ajeer-235	11	26	determines	determine	VERB
ajeer-235	11	27	the	the	DET
ajeer-235	11	28	prices	price	NOUN
ajeer-235	11	29	in	in	ADP
ajeer-235	11	30	the	the	DET
ajeer-235	11	31	past	past	NOUN
ajeer-235	11	32	in	in	ADP
ajeer-235	11	33	order	order	NOUN
ajeer-235	11	34	to	to	PART
ajeer-235	11	35	ensure	ensure	VERB
ajeer-235	11	36	judicious	judicious	ADJ
ajeer-235	11	37	and	and	CCONJ
ajeer-235	11	38	prudent	prudent	ADJ
ajeer-235	11	39	allocation	allocation	NOUN
ajeer-235	11	40	of	of	ADP
ajeer-235	11	41	their	their	PRON
ajeer-235	11	42	investable	investable	ADJ
ajeer-235	11	43	funds	fund	NOUN
ajeer-235	11	44	.	.	PUNCT
ajeer-235	12	1	keywords	keyword	NOUN
ajeer-235	12	2	:	:	PUNCT
ajeer-235	12	3	random	random	ADJ
ajeer-235	12	4	walk	walk	NOUN
ajeer-235	12	5	,	,	PUNCT
ajeer-235	12	6	deposit	deposit	NOUN
ajeer-235	12	7	money	money	NOUN
ajeer-235	12	8	bank	bank	NOUN
ajeer-235	12	9	,	,	PUNCT
ajeer-235	12	10	daily	daily	ADJ
ajeer-235	12	11	stock	stock	NOUN
ajeer-235	12	12	return	return	NOUN
ajeer-235	12	13	,	,	PUNCT
ajeer-235	12	14	adf	adf	PROPN
ajeer-235	12	15	,	,	PUNCT
ajeer-235	12	16	kpss	kpss	PROPN
ajeer-235	12	17	.	.	PUNCT
ajeer-235	13	1	citation	citation	NOUN
ajeer-235	13	2	|	|	ADV
ajeer-235	13	3	obisesan	obisesan	ADJ
ajeer-235	13	4	oluwaseun	oluwaseun	PROPN
ajeer-235	13	5	g.	g.	PROPN
ajeer-235	13	6	;	;	PUNCT
ajeer-235	13	7	ajayi	ajayi	PROPN
ajeer-235	13	8	boboye	boboye	PROPN
ajeer-235	13	9	l.	l.	PROPN
ajeer-235	13	10	(	(	PUNCT
ajeer-235	13	11	2017	2017	NUM
ajeer-235	13	12	)	)	PUNCT
ajeer-235	13	13	.	.	PUNCT
ajeer-235	14	1	randomness	randomness	NOUN
ajeer-235	14	2	of	of	ADP
ajeer-235	14	3	stock	stock	NOUN
ajeer-235	14	4	return	return	NOUN
ajeer-235	14	5	in	in	ADP
ajeer-235	14	6	nigerian	nigerian	ADJ
ajeer-235	14	7	banking	banking	NOUN
ajeer-235	14	8	sector	sector	NOUN
ajeer-235	14	9	.	.	PUNCT
ajeer-235	15	1	asian	asian	ADJ
ajeer-235	15	2	journal	journal	PROPN
ajeer-235	15	3	of	of	ADP
ajeer-235	15	4	economics	economic	NOUN
ajeer-235	15	5	and	and	CCONJ
ajeer-235	15	6	empirical	empirical	ADJ
ajeer-235	15	7	research	research	NOUN
ajeer-235	15	8	,	,	PUNCT
ajeer-235	15	9	4(2	4(2	NUM
ajeer-235	15	10	):	):	PUNCT
ajeer-235	15	11	99	99	NUM
ajeer-235	15	12	-	-	SYM
ajeer-235	15	13	105	105	NUM
ajeer-235	15	14	.	.	PUNCT
ajeer-235	16	1	history	history	NOUN
ajeer-235	16	2	:	:	PUNCT
ajeer-235	16	3	received	receive	VERB
ajeer-235	16	4	:	:	PUNCT
ajeer-235	16	5	4	4	NUM
ajeer-235	16	6	may	may	PROPN
ajeer-235	16	7	2017	2017	NUM
ajeer-235	16	8	revised	revise	VERB
ajeer-235	16	9	:	:	PUNCT
ajeer-235	16	10	12	12	NUM
ajeer-235	16	11	october	october	PROPN
ajeer-235	16	12	2017	2017	NUM
ajeer-235	16	13	accepted	accept	VERB
ajeer-235	16	14	:	:	PUNCT
ajeer-235	16	15	27	27	NUM
ajeer-235	16	16	october	october	NOUN
ajeer-235	16	17	2017	2017	NUM
ajeer-235	16	18	published	publish	VERB
ajeer-235	16	19	:	:	PUNCT
ajeer-235	16	20	30	30	NUM
ajeer-235	16	21	october	october	NOUN
ajeer-235	16	22	2017	2017	NUM
ajeer-235	16	23	licensed	license	VERB
ajeer-235	16	24	:	:	PUNCT
ajeer-235	16	25	this	this	DET
ajeer-235	16	26	work	work	NOUN
ajeer-235	16	27	is	be	AUX
ajeer-235	16	28	licensed	license	VERB
ajeer-235	16	29	under	under	ADP
ajeer-235	16	30	a	a	DET
ajeer-235	16	31	creative	creative	ADJ
ajeer-235	16	32	commons	common	NOUN
ajeer-235	16	33	attribution	attribution	NOUN
ajeer-235	16	34	3.0	3.0	NUM
ajeer-235	16	35	license	license	NOUN
ajeer-235	16	36	publisher	publisher	NOUN
ajeer-235	16	37	:	:	PUNCT
ajeer-235	16	38	asian	asian	ADJ
ajeer-235	16	39	online	online	PROPN
ajeer-235	16	40	journal	journal	PROPN
ajeer-235	16	41	publishing	publishing	NOUN
ajeer-235	16	42	group	group	NOUN
ajeer-235	16	43	contribution	contribution	NOUN
ajeer-235	16	44	/	/	SYM
ajeer-235	16	45	acknowledgement	acknowledgement	NOUN
ajeer-235	16	46	:	:	PUNCT
ajeer-235	16	47	both	both	DET
ajeer-235	16	48	authors	author	NOUN
ajeer-235	16	49	contributed	contribute	VERB
ajeer-235	16	50	to	to	ADP
ajeer-235	16	51	the	the	DET
ajeer-235	16	52	conception	conception	NOUN
ajeer-235	16	53	and	and	CCONJ
ajeer-235	16	54	design	design	NOUN
ajeer-235	16	55	of	of	ADP
ajeer-235	16	56	the	the	DET
ajeer-235	16	57	study	study	NOUN
ajeer-235	16	58	.	.	PUNCT
ajeer-235	17	1	funding	funding	NOUN
ajeer-235	17	2	:	:	PUNCT
ajeer-235	17	3	this	this	DET
ajeer-235	17	4	study	study	NOUN
ajeer-235	17	5	received	receive	VERB
ajeer-235	17	6	no	no	DET
ajeer-235	17	7	specific	specific	ADJ
ajeer-235	17	8	financial	financial	ADJ
ajeer-235	17	9	support	support	NOUN
ajeer-235	17	10	.	.	PUNCT
ajeer-235	18	1	competing	compete	VERB
ajeer-235	18	2	interests	interest	NOUN
ajeer-235	18	3	:	:	PUNCT
ajeer-235	18	4	the	the	DET
ajeer-235	18	5	authors	author	NOUN
ajeer-235	18	6	declare	declare	VERB
ajeer-235	18	7	that	that	SCONJ
ajeer-235	18	8	they	they	PRON
ajeer-235	18	9	have	have	VERB
ajeer-235	18	10	no	no	DET
ajeer-235	18	11	conflict	conflict	NOUN
ajeer-235	18	12	of	of	ADP
ajeer-235	18	13	interests	interest	NOUN
ajeer-235	18	14	.	.	PUNCT
ajeer-235	19	1	transparency	transparency	NOUN
ajeer-235	19	2	:	:	PUNCT
ajeer-235	19	3	the	the	DET
ajeer-235	19	4	authors	author	NOUN
ajeer-235	19	5	confirm	confirm	VERB
ajeer-235	19	6	that	that	SCONJ
ajeer-235	19	7	the	the	DET
ajeer-235	19	8	manuscript	manuscript	NOUN
ajeer-235	19	9	is	be	AUX
ajeer-235	19	10	an	an	DET
ajeer-235	19	11	honest	honest	ADJ
ajeer-235	19	12	,	,	PUNCT
ajeer-235	19	13	accurate	accurate	ADJ
ajeer-235	19	14	,	,	PUNCT
ajeer-235	19	15	and	and	CCONJ
ajeer-235	19	16	transparent	transparent	ADJ
ajeer-235	19	17	account	account	NOUN
ajeer-235	19	18	of	of	ADP
ajeer-235	19	19	the	the	DET
ajeer-235	19	20	study	study	NOUN
ajeer-235	19	21	was	be	AUX
ajeer-235	19	22	reported	report	VERB
ajeer-235	19	23	;	;	PUNCT
ajeer-235	19	24	that	that	SCONJ
ajeer-235	19	25	no	no	DET
ajeer-235	19	26	vital	vital	ADJ
ajeer-235	19	27	features	feature	NOUN
ajeer-235	19	28	of	of	ADP
ajeer-235	19	29	the	the	DET
ajeer-235	19	30	study	study	NOUN
ajeer-235	19	31	have	have	AUX
ajeer-235	19	32	been	be	AUX
ajeer-235	19	33	omitted	omit	VERB
ajeer-235	19	34	;	;	PUNCT
ajeer-235	19	35	and	and	CCONJ
ajeer-235	19	36	that	that	SCONJ
ajeer-235	19	37	any	any	DET
ajeer-235	19	38	discrepancies	discrepancy	NOUN
ajeer-235	19	39	from	from	ADP
ajeer-235	19	40	the	the	DET
ajeer-235	19	41	study	study	NOUN
ajeer-235	19	42	as	as	SCONJ
ajeer-235	19	43	planned	plan	VERB
ajeer-235	19	44	have	have	AUX
ajeer-235	19	45	been	be	AUX
ajeer-235	19	46	explained	explain	VERB
ajeer-235	19	47	.	.	PUNCT
ajeer-235	20	1	ethical	ethical	ADJ
ajeer-235	20	2	:	:	PUNCT
ajeer-235	20	3	this	this	DET
ajeer-235	20	4	study	study	NOUN
ajeer-235	20	5	follows	follow	VERB
ajeer-235	20	6	all	all	DET
ajeer-235	20	7	ethical	ethical	ADJ
ajeer-235	20	8	practices	practice	NOUN
ajeer-235	20	9	during	during	ADP
ajeer-235	20	10	writing	writing	NOUN
ajeer-235	20	11	.	.	PUNCT
ajeer-235	21	1	contents	content	NOUN
ajeer-235	21	2	1	1	NUM
ajeer-235	21	3	.	.	PUNCT
ajeer-235	22	1	introduction	introduction	NOUN
ajeer-235	22	2	....................................................................................................................................................................................	....................................................................................................................................................................................	VERB
ajeer-235	22	3	100	100	NUM
ajeer-235	22	4	2	2	NUM
ajeer-235	22	5	.	.	PUNCT
ajeer-235	22	6	literature	literature	PROPN
ajeer-235	22	7	review	review	PROPN
ajeer-235	22	8	..........................................................................................................................................................................	..........................................................................................................................................................................	PUNCT
ajeer-235	23	1	100	100	NUM
ajeer-235	23	2	3	3	NUM
ajeer-235	23	3	.	.	PUNCT
ajeer-235	23	4	research	research	NOUN
ajeer-235	23	5	method	method	NOUN
ajeer-235	23	6	...........................................................................................................................................................................	...........................................................................................................................................................................	PUNCT
ajeer-235	23	7	101	101	NUM
ajeer-235	23	8	4	4	NUM
ajeer-235	23	9	.	.	PUNCT
ajeer-235	23	10	results	result	NOUN
ajeer-235	23	11	and	and	CCONJ
ajeer-235	23	12	discussions	discussion	NOUN
ajeer-235	23	13	................................................................................................................................................................	................................................................................................................................................................	PUNCT
ajeer-235	24	1	102	102	NUM
ajeer-235	24	2	5	5	NUM
ajeer-235	24	3	.	.	PUNCT
ajeer-235	24	4	concluding	conclude	VERB
ajeer-235	24	5	remarks	remark	NOUN
ajeer-235	24	6	.....................................................................................................................................................................	.....................................................................................................................................................................	PUNCT
ajeer-235	25	1	104	104	NUM
ajeer-235	25	2	references	reference	NOUN
ajeer-235	25	3	............................................................................................................................................................................................	............................................................................................................................................................................................	PUNCT
ajeer-235	26	1	104	104	NUM
ajeer-235	26	2	bibliography	bibliography	NOUN
ajeer-235	26	3	........................................................................................................................................................................................	........................................................................................................................................................................................	PUNCT
ajeer-235	27	1	105	105	NUM
ajeer-235	27	2	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-235	27	3	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-235	27	4	https://orcid.org/orcid-search/quick-search?searchquery=obisesan	https://orcid.org/orcid-search/quick-search?searchquery=obisesan	X
ajeer-235	27	5	oluwaseun	oluwaseun	PROPN
ajeer-235	27	6	g.	g.	PROPN
ajeer-235	27	7	https://orcid.org/orcid-search/quick-search?searchquery=ajayi	https://orcid.org/orcid-search/quick-search?searchquery=ajayi	PROPN
ajeer-235	27	8	boboye	boboye	PROPN
ajeer-235	27	9	l.	l.	PROPN
ajeer-235	27	10	https://orcid.org/orcid-search/quick-search?searchquery=obisesan	https://orcid.org/orcid-search/quick-search?searchquery=obisesan	X
ajeer-235	27	11	oluwaseun	oluwaseun	PROPN
ajeer-235	27	12	g.	g.	PROPN
ajeer-235	27	13	https://orcid.org/orcid-search/quick-search?searchquery=ajayi	https://orcid.org/orcid-search/quick-search?searchquery=ajayi	PROPN
ajeer-235	28	1	boboye	boboye	PROPN
ajeer-235	28	2	l.	l.	PROPN
ajeer-235	28	3	https://orcid.org/orcid-search/quick-search?searchquery=obisesan	https://orcid.org/orcid-search/quick-search?searchquery=obisesan	X
ajeer-235	28	4	oluwaseun	oluwaseun	PROPN
ajeer-235	28	5	g.	g.	PROPN
ajeer-235	28	6	https://orcid.org/orcid-search/quick-search?searchquery=ajayi	https://orcid.org/orcid-search/quick-search?searchquery=ajayi	PROPN
ajeer-235	29	1	boboye	boboye	PROPN
ajeer-235	29	2	l.	l.	PROPN
ajeer-235	29	3	asian	asian	PROPN
ajeer-235	29	4	journal	journal	PROPN
ajeer-235	29	5	of	of	ADP
ajeer-235	29	6	economics	economic	NOUN
ajeer-235	29	7	and	and	CCONJ
ajeer-235	29	8	empirical	empirical	ADJ
ajeer-235	29	9	research	research	NOUN
ajeer-235	29	10	,	,	PUNCT
ajeer-235	29	11	2017	2017	NUM
ajeer-235	29	12	,	,	PUNCT
ajeer-235	29	13	4(2	4(2	NUM
ajeer-235	29	14	):	):	PUNCT
ajeer-235	29	15	99	99	NUM
ajeer-235	29	16	-	-	SYM
ajeer-235	29	17	105	105	NUM
ajeer-235	29	18	100	100	NUM
ajeer-235	29	19	1	1	NUM
ajeer-235	29	20	.	.	PUNCT
ajeer-235	30	1	introduction	introduction	NOUN
ajeer-235	30	2	whenever	whenever	SCONJ
ajeer-235	30	3	money	money	NOUN
ajeer-235	30	4	is	be	AUX
ajeer-235	30	5	put	put	VERB
ajeer-235	30	6	into	into	ADP
ajeer-235	30	7	any	any	DET
ajeer-235	30	8	investment	investment	NOUN
ajeer-235	31	1	,	,	PUNCT
ajeer-235	31	2	the	the	DET
ajeer-235	31	3	expectation	expectation	NOUN
ajeer-235	31	4	of	of	ADP
ajeer-235	31	5	such	such	ADJ
ajeer-235	31	6	investor	investor	NOUN
ajeer-235	31	7	is	be	AUX
ajeer-235	31	8	profit	profit	NOUN
ajeer-235	31	9	in	in	ADP
ajeer-235	31	10	form	form	NOUN
ajeer-235	31	11	of	of	ADP
ajeer-235	31	12	return	return	NOUN
ajeer-235	31	13	.	.	PUNCT
ajeer-235	32	1	in	in	ADP
ajeer-235	32	2	the	the	DET
ajeer-235	32	3	same	same	ADJ
ajeer-235	32	4	vein	vein	NOUN
ajeer-235	32	5	,	,	PUNCT
ajeer-235	32	6	an	an	DET
ajeer-235	32	7	investor	investor	NOUN
ajeer-235	32	8	in	in	ADP
ajeer-235	32	9	the	the	DET
ajeer-235	32	10	stock	stock	NOUN
ajeer-235	32	11	market	market	NOUN
ajeer-235	32	12	has	have	VERB
ajeer-235	32	13	expectation	expectation	NOUN
ajeer-235	32	14	of	of	ADP
ajeer-235	32	15	generating	generate	VERB
ajeer-235	32	16	a	a	DET
ajeer-235	32	17	profit	profit	NOUN
ajeer-235	32	18	on	on	ADP
ajeer-235	32	19	the	the	DET
ajeer-235	32	20	capital	capital	NOUN
ajeer-235	32	21	invested	invest	VERB
ajeer-235	32	22	.	.	PUNCT
ajeer-235	33	1	market	market	NOUN
ajeer-235	33	2	efficiency	efficiency	NOUN
ajeer-235	33	3	,	,	PUNCT
ajeer-235	33	4	championed	champion	VERB
ajeer-235	33	5	in	in	ADP
ajeer-235	33	6	the	the	DET
ajeer-235	33	7	efficient	efficient	ADJ
ajeer-235	33	8	market	market	NOUN
ajeer-235	33	9	hypothesis	hypothesis	NOUN
ajeer-235	33	10	(	(	PUNCT
ajeer-235	33	11	emh	emh	PROPN
ajeer-235	33	12	)	)	PUNCT
ajeer-235	33	13	was	be	AUX
ajeer-235	33	14	formulated	formulate	VERB
ajeer-235	33	15	by	by	ADP
ajeer-235	33	16	fama	fama	NOUN
ajeer-235	33	17	in	in	ADP
ajeer-235	33	18	1965	1965	NUM
ajeer-235	33	19	.	.	PUNCT
ajeer-235	34	1	it	it	PRON
ajeer-235	34	2	suggests	suggest	VERB
ajeer-235	34	3	that	that	SCONJ
ajeer-235	34	4	at	at	ADP
ajeer-235	34	5	any	any	DET
ajeer-235	34	6	given	give	VERB
ajeer-235	34	7	time	time	NOUN
ajeer-235	34	8	,	,	PUNCT
ajeer-235	34	9	prices	price	NOUN
ajeer-235	34	10	fully	fully	ADV
ajeer-235	34	11	reflect	reflect	VERB
ajeer-235	34	12	all	all	DET
ajeer-235	34	13	accessible	accessible	ADJ
ajeer-235	34	14	information	information	NOUN
ajeer-235	34	15	on	on	ADP
ajeer-235	34	16	a	a	DET
ajeer-235	34	17	particular	particular	ADJ
ajeer-235	34	18	stock	stock	NOUN
ajeer-235	34	19	in	in	ADP
ajeer-235	34	20	a	a	DET
ajeer-235	34	21	given	give	VERB
ajeer-235	34	22	market	market	NOUN
ajeer-235	34	23	.	.	PUNCT
ajeer-235	35	1	thus	thus	ADV
ajeer-235	35	2	,	,	PUNCT
ajeer-235	35	3	according	accord	VERB
ajeer-235	35	4	to	to	ADP
ajeer-235	35	5	the	the	DET
ajeer-235	35	6	emh	emh	NOUN
ajeer-235	35	7	,	,	PUNCT
ajeer-235	35	8	no	no	DET
ajeer-235	35	9	investor	investor	NOUN
ajeer-235	35	10	has	have	VERB
ajeer-235	35	11	an	an	DET
ajeer-235	35	12	advantage	advantage	NOUN
ajeer-235	35	13	in	in	ADP
ajeer-235	35	14	predicting	predict	VERB
ajeer-235	35	15	a	a	DET
ajeer-235	35	16	return	return	NOUN
ajeer-235	35	17	on	on	ADP
ajeer-235	35	18	a	a	DET
ajeer-235	35	19	stock	stock	NOUN
ajeer-235	35	20	price	price	NOUN
ajeer-235	35	21	because	because	SCONJ
ajeer-235	35	22	no	no	DET
ajeer-235	35	23	one	one	NOUN
ajeer-235	35	24	has	have	VERB
ajeer-235	35	25	access	access	NOUN
ajeer-235	35	26	to	to	ADP
ajeer-235	35	27	information	information	NOUN
ajeer-235	35	28	not	not	PART
ajeer-235	35	29	already	already	ADV
ajeer-235	35	30	available	available	ADJ
ajeer-235	35	31	to	to	ADP
ajeer-235	35	32	anyone	anyone	PRON
ajeer-235	35	33	else	else	ADV
ajeer-235	35	34	.	.	PUNCT
ajeer-235	36	1	in	in	ADP
ajeer-235	36	2	efficient	efficient	ADJ
ajeer-235	36	3	markets	market	NOUN
ajeer-235	36	4	,	,	PUNCT
ajeer-235	36	5	prices	price	NOUN
ajeer-235	36	6	turn	turn	VERB
ajeer-235	36	7	out	out	ADP
ajeer-235	36	8	to	to	PART
ajeer-235	36	9	be	be	AUX
ajeer-235	36	10	not	not	PART
ajeer-235	36	11	predictable	predictable	ADJ
ajeer-235	36	12	but	but	CCONJ
ajeer-235	36	13	random	random	ADJ
ajeer-235	36	14	in	in	ADP
ajeer-235	36	15	nature	nature	NOUN
ajeer-235	36	16	,	,	PUNCT
ajeer-235	36	17	so	so	CCONJ
ajeer-235	36	18	no	no	DET
ajeer-235	36	19	investment	investment	NOUN
ajeer-235	36	20	pattern	pattern	NOUN
ajeer-235	36	21	can	can	AUX
ajeer-235	36	22	be	be	AUX
ajeer-235	36	23	discerned	discern	VERB
ajeer-235	36	24	.	.	PUNCT
ajeer-235	37	1	a	a	DET
ajeer-235	37	2	planned	plan	VERB
ajeer-235	37	3	approach	approach	NOUN
ajeer-235	37	4	to	to	ADP
ajeer-235	37	5	investment	investment	NOUN
ajeer-235	37	6	therefore	therefore	ADV
ajeer-235	37	7	,	,	PUNCT
ajeer-235	37	8	is	be	AUX
ajeer-235	37	9	not	not	PART
ajeer-235	37	10	possible	possible	ADJ
ajeer-235	37	11	.	.	PUNCT
ajeer-235	38	1	stock	stock	NOUN
ajeer-235	38	2	market	market	NOUN
ajeer-235	38	3	efficiency	efficiency	NOUN
ajeer-235	38	4	has	have	VERB
ajeer-235	38	5	significant	significant	ADJ
ajeer-235	38	6	implication	implication	NOUN
ajeer-235	38	7	for	for	ADP
ajeer-235	38	8	these	these	DET
ajeer-235	38	9	investors	investor	NOUN
ajeer-235	38	10	as	as	ADV
ajeer-235	38	11	well	well	ADV
ajeer-235	38	12	as	as	ADP
ajeer-235	38	13	the	the	DET
ajeer-235	38	14	regulatory	regulatory	ADJ
ajeer-235	38	15	authorities	authority	NOUN
ajeer-235	38	16	.	.	PUNCT
ajeer-235	39	1	a	a	DET
ajeer-235	39	2	lot	lot	NOUN
ajeer-235	39	3	of	of	ADP
ajeer-235	39	4	investors	investor	NOUN
ajeer-235	39	5	attempt	attempt	VERB
ajeer-235	39	6	not	not	PART
ajeer-235	39	7	only	only	ADV
ajeer-235	39	8	to	to	PART
ajeer-235	39	9	make	make	VERB
ajeer-235	39	10	a	a	DET
ajeer-235	39	11	profitable	profitable	ADJ
ajeer-235	39	12	return	return	NOUN
ajeer-235	39	13	,	,	PUNCT
ajeer-235	39	14	but	but	CCONJ
ajeer-235	39	15	also	also	ADV
ajeer-235	39	16	to	to	PART
ajeer-235	39	17	beat	beat	VERB
ajeer-235	39	18	the	the	DET
ajeer-235	39	19	market	market	NOUN
ajeer-235	39	20	.	.	PUNCT
ajeer-235	40	1	random	random	ADJ
ajeer-235	40	2	walk	walk	NOUN
ajeer-235	40	3	of	of	ADP
ajeer-235	40	4	prices	price	NOUN
ajeer-235	40	5	,	,	PUNCT
ajeer-235	40	6	commonly	commonly	ADV
ajeer-235	40	7	spoken	speak	VERB
ajeer-235	40	8	about	about	ADP
ajeer-235	40	9	in	in	ADP
ajeer-235	40	10	the	the	DET
ajeer-235	40	11	efficient	efficient	ADJ
ajeer-235	40	12	market	market	NOUN
ajeer-235	40	13	hypothesis	hypothesis	NOUN
ajeer-235	40	14	school	school	NOUN
ajeer-235	40	15	of	of	ADP
ajeer-235	40	16	thought	thought	NOUN
ajeer-235	40	17	results	result	NOUN
ajeer-235	40	18	was	be	AUX
ajeer-235	40	19	due	due	ADJ
ajeer-235	40	20	to	to	ADP
ajeer-235	40	21	the	the	DET
ajeer-235	40	22	collapse	collapse	NOUN
ajeer-235	40	23	of	of	ADP
ajeer-235	40	24	any	any	DET
ajeer-235	40	25	investment	investment	NOUN
ajeer-235	40	26	strategy	strategy	NOUN
ajeer-235	40	27	that	that	PRON
ajeer-235	40	28	aims	aim	VERB
ajeer-235	40	29	to	to	PART
ajeer-235	40	30	outperform	outperform	VERB
ajeer-235	40	31	consistently	consistently	ADV
ajeer-235	40	32	.	.	PUNCT
ajeer-235	41	1	in	in	ADP
ajeer-235	41	2	nigeria	nigeria	PROPN
ajeer-235	41	3	,	,	PUNCT
ajeer-235	41	4	the	the	DET
ajeer-235	41	5	validity	validity	NOUN
ajeer-235	41	6	of	of	ADP
ajeer-235	41	7	random	random	ADJ
ajeer-235	41	8	walk	walk	NOUN
ajeer-235	41	9	hypothesis	hypothesis	NOUN
ajeer-235	41	10	has	have	AUX
ajeer-235	41	11	attracted	attract	VERB
ajeer-235	41	12	the	the	DET
ajeer-235	41	13	attention	attention	NOUN
ajeer-235	41	14	of	of	ADP
ajeer-235	41	15	researchers	researcher	NOUN
ajeer-235	41	16	in	in	ADP
ajeer-235	41	17	the	the	DET
ajeer-235	41	18	recent	recent	ADJ
ajeer-235	41	19	years	year	NOUN
ajeer-235	41	20	.	.	PUNCT
ajeer-235	42	1	the	the	DET
ajeer-235	42	2	empirical	empirical	ADJ
ajeer-235	42	3	evidences	evidence	NOUN
ajeer-235	42	4	such	such	ADJ
ajeer-235	42	5	as	as	ADP
ajeer-235	42	6	aktham	aktham	PROPN
ajeer-235	42	7	(	(	PUNCT
ajeer-235	42	8	2003	2003	NUM
ajeer-235	42	9	)	)	PUNCT
ajeer-235	42	10	and	and	CCONJ
ajeer-235	42	11	samuel	samuel	PROPN
ajeer-235	42	12	(	(	PUNCT
ajeer-235	42	13	2007	2007	NUM
ajeer-235	42	14	)	)	PUNCT
ajeer-235	42	15	for	for	ADP
ajeer-235	42	16	developing	develop	VERB
ajeer-235	42	17	countries	country	NOUN
ajeer-235	42	18	,	,	PUNCT
ajeer-235	42	19	graham	graham	PROPN
ajeer-235	42	20	and	and	CCONJ
ajeer-235	42	21	hyun	hyun	PROPN
ajeer-235	42	22	-	-	PUNCT
ajeer-235	42	23	jung	jung	PROPN
ajeer-235	42	24	(	(	PUNCT
ajeer-235	42	25	2003	2003	NUM
ajeer-235	42	26	)	)	PUNCT
ajeer-235	42	27	for	for	ADP
ajeer-235	42	28	a	a	DET
ajeer-235	42	29	developed	develop	VERB
ajeer-235	42	30	country	country	NOUN
ajeer-235	42	31	,	,	PUNCT
ajeer-235	42	32	godwin	godwin	PROPN
ajeer-235	42	33	(	(	PUNCT
ajeer-235	42	34	2010	2010	NUM
ajeer-235	42	35	)	)	PUNCT
ajeer-235	42	36	and	and	CCONJ
ajeer-235	42	37	mojekwu	mojekwu	PROPN
ajeer-235	42	38	and	and	CCONJ
ajeer-235	42	39	ogege	ogege	PROPN
ajeer-235	42	40	(	(	PUNCT
ajeer-235	42	41	2013	2013	NUM
ajeer-235	42	42	)	)	PUNCT
ajeer-235	42	43	in	in	ADP
ajeer-235	42	44	nigeria	nigeria	PROPN
ajeer-235	42	45	,	,	PUNCT
ajeer-235	42	46	etc	etc	X
ajeer-235	42	47	.	.	X
ajeer-235	42	48	produce	produce	VERB
ajeer-235	42	49	mixed	mixed	ADJ
ajeer-235	42	50	results	result	NOUN
ajeer-235	42	51	.	.	PUNCT
ajeer-235	43	1	in	in	ADP
ajeer-235	43	2	view	view	NOUN
ajeer-235	43	3	of	of	ADP
ajeer-235	43	4	this	this	PRON
ajeer-235	43	5	,	,	PUNCT
ajeer-235	43	6	the	the	DET
ajeer-235	43	7	question	question	NOUN
ajeer-235	43	8	still	still	ADV
ajeer-235	43	9	remains	remain	VERB
ajeer-235	43	10	;	;	PUNCT
ajeer-235	43	11	are	be	AUX
ajeer-235	43	12	present	present	ADJ
ajeer-235	43	13	stock	stock	NOUN
ajeer-235	43	14	prices	price	NOUN
ajeer-235	43	15	dependent	dependent	ADJ
ajeer-235	43	16	on	on	ADP
ajeer-235	43	17	past	past	ADJ
ajeer-235	43	18	stock	stock	NOUN
ajeer-235	43	19	prices	price	NOUN
ajeer-235	43	20	in	in	ADP
ajeer-235	43	21	nigeria	nigeria	PROPN
ajeer-235	43	22	stock	stock	NOUN
ajeer-235	43	23	market	market	NOUN
ajeer-235	43	24	?	?	PUNCT
ajeer-235	43	25	and	and	CCONJ
ajeer-235	43	26	do	do	VERB
ajeer-235	43	27	changes	change	NOUN
ajeer-235	43	28	in	in	ADP
ajeer-235	43	29	stock	stock	NOUN
ajeer-235	43	30	prices	price	NOUN
ajeer-235	43	31	in	in	ADP
ajeer-235	43	32	nigeria	nigeria	PROPN
ajeer-235	43	33	stock	stock	NOUN
ajeer-235	43	34	market	market	NOUN
ajeer-235	43	35	conform	conform	VERB
ajeer-235	43	36	to	to	ADP
ajeer-235	43	37	some	some	DET
ajeer-235	43	38	probability	probability	NOUN
ajeer-235	43	39	distribution	distribution	NOUN
ajeer-235	43	40	?	?	PUNCT
ajeer-235	44	1	it	it	PRON
ajeer-235	44	2	is	be	AUX
ajeer-235	44	3	in	in	ADP
ajeer-235	44	4	an	an	DET
ajeer-235	44	5	attempt	attempt	NOUN
ajeer-235	44	6	to	to	PART
ajeer-235	44	7	answer	answer	VERB
ajeer-235	44	8	these	these	DET
ajeer-235	44	9	questions	question	NOUN
ajeer-235	44	10	that	that	SCONJ
ajeer-235	44	11	the	the	DET
ajeer-235	44	12	study	study	NOUN
ajeer-235	44	13	is	be	AUX
ajeer-235	44	14	set	set	VERB
ajeer-235	44	15	out	out	ADP
ajeer-235	44	16	with	with	ADP
ajeer-235	44	17	a	a	DET
ajeer-235	44	18	view	view	NOUN
ajeer-235	44	19	to	to	PART
ajeer-235	44	20	contribute	contribute	VERB
ajeer-235	44	21	to	to	ADP
ajeer-235	44	22	the	the	DET
ajeer-235	44	23	ongoing	ongoing	ADJ
ajeer-235	44	24	debate	debate	NOUN
ajeer-235	44	25	.	.	PUNCT
ajeer-235	45	1	the	the	DET
ajeer-235	45	2	fundamental	fundamental	ADJ
ajeer-235	45	3	objective	objective	NOUN
ajeer-235	45	4	of	of	ADP
ajeer-235	45	5	this	this	DET
ajeer-235	45	6	study	study	NOUN
ajeer-235	45	7	,	,	PUNCT
ajeer-235	45	8	therefore	therefore	ADV
ajeer-235	45	9	,	,	PUNCT
ajeer-235	45	10	is	be	AUX
ajeer-235	45	11	to	to	PART
ajeer-235	45	12	examine	examine	VERB
ajeer-235	45	13	the	the	DET
ajeer-235	45	14	weak	weak	ADJ
ajeer-235	45	15	-	-	PUNCT
ajeer-235	45	16	form	form	NOUN
ajeer-235	45	17	efficiency	efficiency	NOUN
ajeer-235	45	18	of	of	ADP
ajeer-235	45	19	nigerian	nigerian	ADJ
ajeer-235	45	20	stock	stock	NOUN
ajeer-235	45	21	exchange	exchange	NOUN
ajeer-235	45	22	.	.	PUNCT
ajeer-235	46	1	specifically	specifically	ADV
ajeer-235	46	2	the	the	DET
ajeer-235	46	3	study	study	NOUN
ajeer-235	46	4	intends	intend	VERB
ajeer-235	46	5	to	to	PART
ajeer-235	46	6	determine	determine	VERB
ajeer-235	46	7	if	if	SCONJ
ajeer-235	46	8	stock	stock	NOUN
ajeer-235	46	9	price	price	NOUN
ajeer-235	46	10	changes	change	NOUN
ajeer-235	46	11	conform	conform	VERB
ajeer-235	46	12	to	to	PART
ajeer-235	46	13	predetermined	predetermine	VERB
ajeer-235	46	14	probability	probability	NOUN
ajeer-235	46	15	distribution	distribution	NOUN
ajeer-235	46	16	in	in	ADP
ajeer-235	46	17	the	the	DET
ajeer-235	46	18	nigerian	nigerian	ADJ
ajeer-235	46	19	stock	stock	NOUN
ajeer-235	46	20	market	market	NOUN
ajeer-235	46	21	.	.	PUNCT
ajeer-235	47	1	the	the	DET
ajeer-235	47	2	rest	rest	NOUN
ajeer-235	47	3	of	of	ADP
ajeer-235	47	4	the	the	DET
ajeer-235	47	5	paper	paper	NOUN
ajeer-235	47	6	is	be	AUX
ajeer-235	47	7	organized	organize	VERB
ajeer-235	47	8	in	in	ADP
ajeer-235	47	9	to	to	ADP
ajeer-235	47	10	three	three	NUM
ajeer-235	47	11	sections	section	NOUN
ajeer-235	47	12	,	,	PUNCT
ajeer-235	47	13	namely	namely	ADV
ajeer-235	47	14	the	the	DET
ajeer-235	47	15	review	review	NOUN
ajeer-235	47	16	of	of	ADP
ajeer-235	47	17	existing	exist	VERB
ajeer-235	47	18	literature	literature	NOUN
ajeer-235	47	19	;	;	PUNCT
ajeer-235	47	20	the	the	DET
ajeer-235	47	21	research	research	NOUN
ajeer-235	47	22	method	method	NOUN
ajeer-235	47	23	;	;	PUNCT
ajeer-235	47	24	results	result	NOUN
ajeer-235	47	25	and	and	CCONJ
ajeer-235	47	26	discussion	discussion	NOUN
ajeer-235	47	27	and	and	CCONJ
ajeer-235	47	28	the	the	DET
ajeer-235	47	29	conclusion	conclusion	NOUN
ajeer-235	47	30	and	and	CCONJ
ajeer-235	47	31	recommendation	recommendation	NOUN
ajeer-235	47	32	.	.	PUNCT
ajeer-235	48	1	2	2	X
ajeer-235	48	2	.	.	X
ajeer-235	48	3	literature	literature	NOUN
ajeer-235	48	4	review	review	NOUN
ajeer-235	48	5	randomness	randomness	NOUN
ajeer-235	48	6	means	mean	VERB
ajeer-235	48	7	something	something	PRON
ajeer-235	48	8	that	that	PRON
ajeer-235	48	9	is	be	AUX
ajeer-235	48	10	dynamic	dynamic	ADJ
ajeer-235	48	11	in	in	ADP
ajeer-235	48	12	nature	nature	NOUN
ajeer-235	48	13	or	or	CCONJ
ajeer-235	48	14	not	not	PART
ajeer-235	48	15	steady	steady	ADJ
ajeer-235	48	16	/	/	SYM
ajeer-235	48	17	static	static	NOUN
ajeer-235	48	18	.	.	PUNCT
ajeer-235	49	1	it	it	PRON
ajeer-235	49	2	is	be	AUX
ajeer-235	49	3	the	the	DET
ajeer-235	49	4	trend	trend	NOUN
ajeer-235	49	5	of	of	ADP
ajeer-235	49	6	events	event	NOUN
ajeer-235	49	7	,	,	PUNCT
ajeer-235	49	8	a	a	DET
ajeer-235	49	9	movement	movement	NOUN
ajeer-235	49	10	of	of	ADP
ajeer-235	49	11	an	an	DET
ajeer-235	49	12	object	object	NOUN
ajeer-235	49	13	that	that	PRON
ajeer-235	49	14	occurs	occur	VERB
ajeer-235	49	15	spontaneously	spontaneously	ADV
ajeer-235	49	16	and	and	CCONJ
ajeer-235	49	17	unpredictably	unpredictably	ADV
ajeer-235	49	18	.	.	PUNCT
ajeer-235	50	1	it	it	PRON
ajeer-235	50	2	is	be	AUX
ajeer-235	50	3	synonymous	synonymous	ADJ
ajeer-235	50	4	with	with	ADP
ajeer-235	50	5	the	the	DET
ajeer-235	50	6	movement	movement	NOUN
ajeer-235	50	7	of	of	ADP
ajeer-235	50	8	a	a	DET
ajeer-235	50	9	drunkard	drunkard	NOUN
ajeer-235	50	10	whose	whose	DET
ajeer-235	50	11	steps	step	NOUN
ajeer-235	50	12	are	be	AUX
ajeer-235	50	13	uncoordinated	uncoordinated	ADJ
ajeer-235	50	14	and	and	CCONJ
ajeer-235	50	15	irrational	irrational	ADJ
ajeer-235	50	16	and	and	CCONJ
ajeer-235	50	17	therefore	therefore	ADV
ajeer-235	50	18	,	,	PUNCT
ajeer-235	50	19	unpredictable	unpredictable	ADJ
ajeer-235	50	20	(	(	PUNCT
ajeer-235	50	21	joel	joel	PROPN
ajeer-235	50	22	and	and	CCONJ
ajeer-235	50	23	sunday	sunday	PROPN
ajeer-235	50	24	,	,	PUNCT
ajeer-235	50	25	2015	2015	NUM
ajeer-235	50	26	)	)	PUNCT
ajeer-235	50	27	.	.	PUNCT
ajeer-235	51	1	random	random	ADJ
ajeer-235	51	2	walk	walk	NOUN
ajeer-235	51	3	hypothesis	hypothesis	NOUN
ajeer-235	51	4	postulate	postulate	NOUN
ajeer-235	51	5	that	that	PRON
ajeer-235	51	6	successive	successive	ADJ
ajeer-235	51	7	price	price	NOUN
ajeer-235	51	8	changes	change	NOUN
ajeer-235	51	9	in	in	ADP
ajeer-235	51	10	individual	individual	ADJ
ajeer-235	51	11	securities	security	NOUN
ajeer-235	51	12	are	be	AUX
ajeer-235	51	13	independent	independent	ADJ
ajeer-235	51	14	random	random	ADJ
ajeer-235	51	15	variables	variable	NOUN
ajeer-235	51	16	.	.	PUNCT
ajeer-235	52	1	according	accord	VERB
ajeer-235	52	2	to	to	ADP
ajeer-235	52	3	fama	fama	PROPN
ajeer-235	52	4	(	(	PUNCT
ajeer-235	52	5	1965	1965	NUM
ajeer-235	52	6	)	)	PUNCT
ajeer-235	52	7	and	and	CCONJ
ajeer-235	52	8	kendall	kendall	PROPN
ajeer-235	52	9	(	(	PUNCT
ajeer-235	52	10	1953	1953	NUM
ajeer-235	52	11	)	)	PUNCT
ajeer-235	52	12	in	in	ADP
ajeer-235	52	13	a	a	DET
ajeer-235	52	14	random	random	ADJ
ajeer-235	52	15	walk	walk	NOUN
ajeer-235	52	16	market	market	NOUN
ajeer-235	52	17	,	,	PUNCT
ajeer-235	52	18	stock	stock	NOUN
ajeer-235	52	19	prices	price	NOUN
ajeer-235	52	20	fluctuate	fluctuate	VERB
ajeer-235	52	21	randomly	randomly	ADV
ajeer-235	52	22	around	around	ADP
ajeer-235	52	23	their	their	PRON
ajeer-235	52	24	intrinsic	intrinsic	ADJ
ajeer-235	52	25	values	value	NOUN
ajeer-235	52	26	,	,	PUNCT
ajeer-235	52	27	return	return	VERB
ajeer-235	52	28	quickly	quickly	ADV
ajeer-235	52	29	towards	towards	ADP
ajeer-235	52	30	the	the	DET
ajeer-235	52	31	equilibrium	equilibrium	NOUN
ajeer-235	52	32	and	and	CCONJ
ajeer-235	52	33	fully	fully	ADV
ajeer-235	52	34	reflect	reflect	VERB
ajeer-235	52	35	the	the	DET
ajeer-235	52	36	latest	late	ADJ
ajeer-235	52	37	information	information	NOUN
ajeer-235	52	38	available	available	ADJ
ajeer-235	52	39	in	in	ADP
ajeer-235	52	40	the	the	DET
ajeer-235	52	41	market	market	NOUN
ajeer-235	52	42	.	.	PUNCT
ajeer-235	53	1	although	although	SCONJ
ajeer-235	53	2	the	the	DET
ajeer-235	53	3	price	price	NOUN
ajeer-235	53	4	adjustments	adjustment	NOUN
ajeer-235	53	5	may	may	AUX
ajeer-235	53	6	be	be	AUX
ajeer-235	53	7	imperfect	imperfect	ADJ
ajeer-235	53	8	,	,	PUNCT
ajeer-235	53	9	it	it	PRON
ajeer-235	53	10	is	be	AUX
ajeer-235	53	11	unbiased	unbiased	ADJ
ajeer-235	53	12	;	;	PUNCT
ajeer-235	53	13	meaning	mean	VERB
ajeer-235	53	14	that	that	SCONJ
ajeer-235	53	15	sometimes	sometimes	ADV
ajeer-235	53	16	the	the	DET
ajeer-235	53	17	market	market	NOUN
ajeer-235	53	18	will	will	AUX
ajeer-235	53	19	overadjust	overadjust	VERB
ajeer-235	53	20	and	and	CCONJ
ajeer-235	53	21	other	other	ADJ
ajeer-235	53	22	times	time	NOUN
ajeer-235	53	23	it	it	PRON
ajeer-235	53	24	will	will	AUX
ajeer-235	53	25	under	under	AUX
ajeer-235	53	26	-	-	PUNCT
ajeer-235	53	27	adjust	adjust	VERB
ajeer-235	53	28	,	,	PUNCT
ajeer-235	53	29	but	but	CCONJ
ajeer-235	53	30	it	it	PRON
ajeer-235	53	31	can	can	AUX
ajeer-235	53	32	not	not	PART
ajeer-235	53	33	be	be	AUX
ajeer-235	53	34	predicted	predict	VERB
ajeer-235	53	35	which	which	DET
ajeer-235	53	36	one	one	PRON
ajeer-235	53	37	will	will	AUX
ajeer-235	53	38	occur	occur	VERB
ajeer-235	53	39	at	at	ADP
ajeer-235	53	40	any	any	DET
ajeer-235	53	41	given	give	VERB
ajeer-235	53	42	time	time	NOUN
ajeer-235	53	43	.	.	PUNCT
ajeer-235	54	1	according	accord	VERB
ajeer-235	54	2	to	to	ADP
ajeer-235	54	3	bodie	bodie	PROPN
ajeer-235	54	4	et	et	PROPN
ajeer-235	54	5	al	al	PROPN
ajeer-235	54	6	.	.	PROPN
ajeer-235	55	1	(	(	PUNCT
ajeer-235	55	2	2009	2009	NUM
ajeer-235	55	3	)	)	PUNCT
ajeer-235	55	4	because	because	SCONJ
ajeer-235	55	5	security	security	NOUN
ajeer-235	55	6	prices	price	NOUN
ajeer-235	55	7	adjust	adjust	VERB
ajeer-235	55	8	to	to	ADP
ajeer-235	55	9	all	all	DET
ajeer-235	55	10	new	new	ADJ
ajeer-235	55	11	information	information	NOUN
ajeer-235	55	12	the	the	DET
ajeer-235	55	13	security	security	NOUN
ajeer-235	55	14	prices	price	NOUN
ajeer-235	55	15	should	should	AUX
ajeer-235	55	16	reflect	reflect	VERB
ajeer-235	55	17	all	all	DET
ajeer-235	55	18	information	information	NOUN
ajeer-235	55	19	that	that	PRON
ajeer-235	55	20	is	be	AUX
ajeer-235	55	21	publicly	publicly	ADV
ajeer-235	55	22	available	available	ADJ
ajeer-235	55	23	at	at	ADP
ajeer-235	55	24	any	any	DET
ajeer-235	55	25	point	point	NOUN
ajeer-235	55	26	in	in	ADP
ajeer-235	55	27	time	time	NOUN
ajeer-235	55	28	.	.	PUNCT
ajeer-235	56	1	the	the	DET
ajeer-235	56	2	security	security	NOUN
ajeer-235	56	3	prices	price	NOUN
ajeer-235	56	4	that	that	PRON
ajeer-235	56	5	prevail	prevail	VERB
ajeer-235	56	6	at	at	ADP
ajeer-235	56	7	any	any	DET
ajeer-235	56	8	time	time	NOUN
ajeer-235	56	9	should	should	AUX
ajeer-235	56	10	be	be	AUX
ajeer-235	56	11	an	an	DET
ajeer-235	56	12	unbiased	unbiased	ADJ
ajeer-235	56	13	reflection	reflection	NOUN
ajeer-235	56	14	of	of	ADP
ajeer-235	56	15	all	all	DET
ajeer-235	56	16	currently	currently	ADV
ajeer-235	56	17	available	available	ADJ
ajeer-235	56	18	information	information	NOUN
ajeer-235	56	19	,	,	PUNCT
ajeer-235	56	20	including	include	VERB
ajeer-235	56	21	the	the	DET
ajeer-235	56	22	risk	risk	NOUN
ajeer-235	56	23	involved	involve	VERB
ajeer-235	56	24	in	in	ADP
ajeer-235	56	25	owning	own	VERB
ajeer-235	56	26	the	the	DET
ajeer-235	56	27	security	security	NOUN
ajeer-235	56	28	.	.	PUNCT
ajeer-235	57	1	the	the	DET
ajeer-235	57	2	combined	combined	ADJ
ajeer-235	57	3	effect	effect	NOUN
ajeer-235	57	4	of	of	ADP
ajeer-235	57	5	information	information	NOUN
ajeer-235	57	6	coming	come	VERB
ajeer-235	57	7	in	in	ADP
ajeer-235	57	8	a	a	DET
ajeer-235	57	9	random	random	ADJ
ajeer-235	57	10	,	,	PUNCT
ajeer-235	57	11	independent	independent	ADJ
ajeer-235	57	12	,	,	PUNCT
ajeer-235	57	13	unpredictable	unpredictable	ADJ
ajeer-235	57	14	fashion	fashion	NOUN
ajeer-235	57	15	and	and	CCONJ
ajeer-235	57	16	numerous	numerous	ADJ
ajeer-235	57	17	competing	compete	VERB
ajeer-235	57	18	investors	investor	NOUN
ajeer-235	57	19	adjusting	adjust	VERB
ajeer-235	57	20	stock	stock	NOUN
ajeer-235	57	21	prices	price	NOUN
ajeer-235	57	22	rapidly	rapidly	ADV
ajeer-235	57	23	to	to	PART
ajeer-235	57	24	reflect	reflect	VERB
ajeer-235	57	25	this	this	DET
ajeer-235	57	26	new	new	ADJ
ajeer-235	57	27	information	information	NOUN
ajeer-235	57	28	is	be	AUX
ajeer-235	57	29	that	that	SCONJ
ajeer-235	57	30	one	one	PRON
ajeer-235	57	31	would	would	AUX
ajeer-235	57	32	expect	expect	VERB
ajeer-235	57	33	price	price	NOUN
ajeer-235	57	34	changes	change	NOUN
ajeer-235	57	35	to	to	PART
ajeer-235	57	36	be	be	AUX
ajeer-235	57	37	independent	independent	ADJ
ajeer-235	57	38	and	and	CCONJ
ajeer-235	57	39	random	random	ADJ
ajeer-235	57	40	.	.	PUNCT
ajeer-235	58	1	random	random	ADJ
ajeer-235	58	2	walk	walk	NOUN
ajeer-235	58	3	hypothesis	hypothesis	NOUN
ajeer-235	58	4	shows	show	VERB
ajeer-235	58	5	that	that	SCONJ
ajeer-235	58	6	prices	price	NOUN
ajeer-235	58	7	of	of	ADP
ajeer-235	58	8	shares	share	NOUN
ajeer-235	58	9	and	and	CCONJ
ajeer-235	58	10	stocks	stock	NOUN
ajeer-235	58	11	are	be	AUX
ajeer-235	58	12	not	not	PART
ajeer-235	58	13	stable	stable	ADJ
ajeer-235	58	14	due	due	ADP
ajeer-235	58	15	to	to	ADP
ajeer-235	58	16	the	the	DET
ajeer-235	58	17	fact	fact	NOUN
ajeer-235	58	18	that	that	SCONJ
ajeer-235	58	19	future	future	ADJ
ajeer-235	58	20	prices	price	NOUN
ajeer-235	58	21	can	can	AUX
ajeer-235	58	22	not	not	PART
ajeer-235	58	23	be	be	AUX
ajeer-235	58	24	determined	determine	VERB
ajeer-235	58	25	by	by	ADP
ajeer-235	58	26	previous	previous	ADJ
ajeer-235	58	27	prices	price	NOUN
ajeer-235	58	28	(	(	PUNCT
ajeer-235	58	29	today	today	NOUN
ajeer-235	58	30	’s	’s	PART
ajeer-235	58	31	price	price	NOUN
ajeer-235	58	32	does	do	AUX
ajeer-235	58	33	not	not	PART
ajeer-235	58	34	depend	depend	VERB
ajeer-235	58	35	on	on	ADP
ajeer-235	58	36	yesterday	yesterday	NOUN
ajeer-235	58	37	i.e.	i.e.	X
ajeer-235	58	38	stock	stock	NOUN
ajeer-235	58	39	prices	price	NOUN
ajeer-235	58	40	are	be	AUX
ajeer-235	58	41	independent	independent	ADJ
ajeer-235	58	42	)	)	PUNCT
ajeer-235	58	43	.	.	PUNCT
ajeer-235	59	1	as	as	SCONJ
ajeer-235	59	2	new	new	ADJ
ajeer-235	59	3	information	information	NOUN
ajeer-235	59	4	become	become	VERB
ajeer-235	59	5	available	available	ADJ
ajeer-235	59	6	the	the	DET
ajeer-235	59	7	price	price	NOUN
ajeer-235	59	8	of	of	ADP
ajeer-235	59	9	the	the	DET
ajeer-235	59	10	stock	stock	NOUN
ajeer-235	59	11	also	also	ADV
ajeer-235	59	12	changes	change	VERB
ajeer-235	59	13	.	.	PUNCT
ajeer-235	60	1	the	the	DET
ajeer-235	60	2	theory	theory	NOUN
ajeer-235	60	3	of	of	ADP
ajeer-235	60	4	random	random	ADJ
ajeer-235	60	5	walks	walk	NOUN
ajeer-235	60	6	in	in	ADP
ajeer-235	60	7	stock	stock	NOUN
ajeer-235	60	8	prices	price	NOUN
ajeer-235	60	9	actually	actually	ADV
ajeer-235	60	10	involves	involve	VERB
ajeer-235	60	11	two	two	NUM
ajeer-235	60	12	separate	separate	ADJ
ajeer-235	60	13	hypotheses	hypothesis	NOUN
ajeer-235	60	14	.	.	PUNCT
ajeer-235	61	1	the	the	DET
ajeer-235	61	2	hypothesis	hypothesis	NOUN
ajeer-235	61	3	which	which	PRON
ajeer-235	61	4	the	the	DET
ajeer-235	61	5	study	study	NOUN
ajeer-235	61	6	aimed	aim	VERB
ajeer-235	61	7	at	at	ADP
ajeer-235	61	8	testing	testing	NOUN
ajeer-235	61	9	is	be	AUX
ajeer-235	61	10	whether	whether	SCONJ
ajeer-235	61	11	the	the	DET
ajeer-235	61	12	changes	change	NOUN
ajeer-235	61	13	in	in	ADP
ajeer-235	61	14	stock	stock	NOUN
ajeer-235	61	15	prices	price	NOUN
ajeer-235	61	16	conform	conform	VERB
ajeer-235	61	17	to	to	ADP
ajeer-235	61	18	some	some	DET
ajeer-235	61	19	probability	probability	NOUN
ajeer-235	61	20	distribution	distribution	NOUN
ajeer-235	61	21	.	.	PUNCT
ajeer-235	62	1	graham	graham	PROPN
ajeer-235	62	2	and	and	CCONJ
ajeer-235	62	3	hyun	hyun	PROPN
ajeer-235	62	4	-	-	PUNCT
ajeer-235	62	5	jung	jung	PROPN
ajeer-235	62	6	(	(	PUNCT
ajeer-235	62	7	2003	2003	NUM
ajeer-235	62	8	)	)	PUNCT
ajeer-235	62	9	evaluated	evaluate	VERB
ajeer-235	62	10	the	the	DET
ajeer-235	62	11	random	random	ADJ
ajeer-235	62	12	walk	walk	NOUN
ajeer-235	62	13	hypothesis	hypothesis	NOUN
ajeer-235	62	14	for	for	ADP
ajeer-235	62	15	european	european	ADJ
ajeer-235	62	16	emerging	emerge	VERB
ajeer-235	62	17	stock	stock	NOUN
ajeer-235	62	18	markets	market	NOUN
ajeer-235	62	19	,	,	PUNCT
ajeer-235	62	20	using	use	VERB
ajeer-235	62	21	the	the	DET
ajeer-235	62	22	multiple	multiple	ADJ
ajeer-235	62	23	variance	variance	NOUN
ajeer-235	62	24	ratio	ratio	NOUN
ajeer-235	62	25	tests	test	NOUN
ajeer-235	62	26	.	.	PUNCT
ajeer-235	63	1	it	it	PRON
ajeer-235	63	2	was	be	AUX
ajeer-235	63	3	discovered	discover	VERB
ajeer-235	63	4	that	that	SCONJ
ajeer-235	63	5	the	the	DET
ajeer-235	63	6	stock	stock	NOUN
ajeer-235	63	7	market	market	NOUN
ajeer-235	63	8	price	price	NOUN
ajeer-235	63	9	does	do	AUX
ajeer-235	63	10	not	not	PART
ajeer-235	63	11	follow	follow	VERB
ajeer-235	63	12	random	random	ADJ
ajeer-235	63	13	walk	walk	NOUN
ajeer-235	63	14	hypothesis	hypothesis	NOUN
ajeer-235	63	15	.	.	PUNCT
ajeer-235	64	1	worthington	worthington	PROPN
ajeer-235	64	2	and	and	CCONJ
ajeer-235	64	3	higgs	higgs	PROPN
ajeer-235	64	4	(	(	PUNCT
ajeer-235	64	5	2004	2004	NUM
ajeer-235	64	6	)	)	PUNCT
ajeer-235	64	7	tests	test	NOUN
ajeer-235	64	8	for	for	ADP
ajeer-235	64	9	random	random	ADJ
ajeer-235	64	10	walks	walk	NOUN
ajeer-235	64	11	and	and	CCONJ
ajeer-235	64	12	weak	weak	ADJ
ajeer-235	64	13	-	-	PUNCT
ajeer-235	64	14	form	form	NOUN
ajeer-235	64	15	market	market	NOUN
ajeer-235	64	16	efficiency	efficiency	NOUN
ajeer-235	64	17	in	in	ADP
ajeer-235	64	18	european	european	ADJ
ajeer-235	64	19	equity	equity	NOUN
ajeer-235	64	20	markets	market	NOUN
ajeer-235	64	21	.	.	PUNCT
ajeer-235	65	1	combination	combination	NOUN
ajeer-235	65	2	of	of	ADP
ajeer-235	65	3	serial	serial	ADJ
ajeer-235	65	4	correlation	correlation	NOUN
ajeer-235	65	5	coefficient	coefficient	NOUN
ajeer-235	65	6	and	and	CCONJ
ajeer-235	65	7	runs	run	VERB
ajeer-235	65	8	tests	test	NOUN
ajeer-235	65	9	,	,	PUNCT
ajeer-235	65	10	augmented	augment	VERB
ajeer-235	65	11	dickey	dickey	NOUN
ajeer-235	65	12	-	-	PUNCT
ajeer-235	65	13	fuller	full	ADJ
ajeer-235	65	14	(	(	PUNCT
ajeer-235	65	15	adf	adf	NOUN
ajeer-235	65	16	)	)	PUNCT
ajeer-235	65	17	,	,	PUNCT
ajeer-235	65	18	phillips	phillips	PROPN
ajeer-235	65	19	-	-	PUNCT
ajeer-235	65	20	perron	perron	PROPN
ajeer-235	65	21	(	(	PUNCT
ajeer-235	65	22	pp	pp	PROPN
ajeer-235	65	23	)	)	PUNCT
ajeer-235	65	24	and	and	CCONJ
ajeer-235	65	25	kwiatkowski	kwiatkowski	PROPN
ajeer-235	65	26	,	,	PUNCT
ajeer-235	65	27	phillips	phillips	PROPN
ajeer-235	65	28	,	,	PUNCT
ajeer-235	65	29	schmidt	schmidt	NOUN
ajeer-235	65	30	and	and	CCONJ
ajeer-235	65	31	shin	shin	PROPN
ajeer-235	65	32	(	(	PUNCT
ajeer-235	65	33	kpss	kpss	PROPN
ajeer-235	65	34	)	)	PUNCT
ajeer-235	65	35	unit	unit	NOUN
ajeer-235	65	36	root	root	NOUN
ajeer-235	65	37	tests	test	NOUN
ajeer-235	65	38	and	and	CCONJ
ajeer-235	65	39	multiple	multiple	ADJ
ajeer-235	65	40	variance	variance	NOUN
ajeer-235	65	41	ratio	ratio	NOUN
ajeer-235	65	42	(	(	PUNCT
ajeer-235	65	43	mvr	mvr	PROPN
ajeer-235	65	44	)	)	PUNCT
ajeer-235	65	45	tests	test	NOUN
ajeer-235	65	46	were	be	AUX
ajeer-235	65	47	analyzed	analyze	VERB
ajeer-235	65	48	.	.	PUNCT
ajeer-235	66	1	the	the	DET
ajeer-235	66	2	result	result	NOUN
ajeer-235	66	3	indicated	indicate	VERB
ajeer-235	66	4	that	that	SCONJ
ajeer-235	66	5	from	from	ADP
ajeer-235	66	6	the	the	DET
ajeer-235	66	7	emerging	emerge	VERB
ajeer-235	66	8	markets	market	NOUN
ajeer-235	66	9	,	,	PUNCT
ajeer-235	66	10	only	only	ADV
ajeer-235	66	11	hungary	hungary	PROPN
ajeer-235	66	12	is	be	AUX
ajeer-235	66	13	characterized	characterize	VERB
ajeer-235	66	14	by	by	ADP
ajeer-235	66	15	a	a	DET
ajeer-235	66	16	random	random	ADJ
ajeer-235	66	17	walk	walk	NOUN
ajeer-235	66	18	and	and	CCONJ
ajeer-235	66	19	hence	hence	ADV
ajeer-235	66	20	is	be	AUX
ajeer-235	66	21	weak	weak	ADJ
ajeer-235	66	22	-	-	PUNCT
ajeer-235	66	23	form	form	NOUN
ajeer-235	66	24	efficient	efficient	ADJ
ajeer-235	66	25	,	,	PUNCT
ajeer-235	66	26	while	while	SCONJ
ajeer-235	66	27	in	in	ADP
ajeer-235	66	28	the	the	DET
ajeer-235	66	29	developed	develop	VERB
ajeer-235	66	30	markets	market	NOUN
ajeer-235	66	31	only	only	ADV
ajeer-235	66	32	germany	germany	PROPN
ajeer-235	66	33	,	,	PUNCT
ajeer-235	66	34	ireland	ireland	PROPN
ajeer-235	66	35	,	,	PUNCT
ajeer-235	66	36	portugal	portugal	PROPN
ajeer-235	66	37	,	,	PUNCT
ajeer-235	66	38	sweden	sweden	PROPN
ajeer-235	66	39	and	and	CCONJ
ajeer-235	66	40	the	the	DET
ajeer-235	66	41	united	united	ADJ
ajeer-235	66	42	kingdom	kingdom	PROPN
ajeer-235	66	43	comply	comply	VERB
ajeer-235	66	44	with	with	ADP
ajeer-235	66	45	the	the	DET
ajeer-235	66	46	most	most	ADV
ajeer-235	66	47	stringent	stringent	ADJ
ajeer-235	66	48	random	random	ADJ
ajeer-235	66	49	walk	walk	NOUN
ajeer-235	66	50	criteria	criterion	NOUN
ajeer-235	66	51	.	.	PUNCT
ajeer-235	67	1	am´elie	am´elie	ADJ
ajeer-235	67	2	and	and	CCONJ
ajeer-235	67	3	olivier	olivier	PROPN
ajeer-235	67	4	(	(	PUNCT
ajeer-235	67	5	2009	2009	NUM
ajeer-235	67	6	)	)	PUNCT
ajeer-235	67	7	examined	examine	VERB
ajeer-235	67	8	the	the	DET
ajeer-235	67	9	random	random	ADJ
ajeer-235	67	10	walk	walk	NOUN
ajeer-235	67	11	hypothesis	hypothesis	NOUN
ajeer-235	67	12	for	for	ADP
ajeer-235	67	13	chinese	chinese	ADJ
ajeer-235	67	14	stock	stock	NOUN
ajeer-235	67	15	markets	market	NOUN
ajeer-235	67	16	using	use	VERB
ajeer-235	67	17	variance	variance	NOUN
ajeer-235	67	18	ratio	ratio	NOUN
ajeer-235	67	19	tests	test	NOUN
ajeer-235	67	20	.	.	PUNCT
ajeer-235	68	1	the	the	DET
ajeer-235	68	2	study	study	NOUN
ajeer-235	68	3	examines	examine	VERB
ajeer-235	68	4	the	the	DET
ajeer-235	68	5	random	random	ADJ
ajeer-235	68	6	walk	walk	NOUN
ajeer-235	68	7	hypothesis	hypothesis	NOUN
ajeer-235	68	8	for	for	ADP
ajeer-235	68	9	the	the	DET
ajeer-235	68	10	shanghai	shanghai	PROPN
ajeer-235	68	11	and	and	CCONJ
ajeer-235	68	12	shenzhen	shenzhen	PROPN
ajeer-235	68	13	stock	stock	NOUN
ajeer-235	68	14	markets	market	NOUN
ajeer-235	68	15	for	for	ADP
ajeer-235	68	16	both	both	CCONJ
ajeer-235	68	17	a	a	PRON
ajeer-235	68	18	and	and	CCONJ
ajeer-235	68	19	b	b	NOUN
ajeer-235	68	20	shares	share	NOUN
ajeer-235	68	21	.	.	PUNCT
ajeer-235	69	1	the	the	DET
ajeer-235	69	2	hypothesis	hypothesis	NOUN
ajeer-235	69	3	is	be	AUX
ajeer-235	69	4	tested	test	VERB
ajeer-235	69	5	with	with	ADP
ajeer-235	69	6	new	new	ADJ
ajeer-235	69	7	multiple	multiple	ADJ
ajeer-235	69	8	variance	variance	NOUN
ajeer-235	69	9	ratio	ratio	NOUN
ajeer-235	69	10	tests	test	NOUN
ajeer-235	69	11	.	.	PUNCT
ajeer-235	70	1	it	it	PRON
ajeer-235	70	2	was	be	AUX
ajeer-235	70	3	found	find	VERB
ajeer-235	70	4	that	that	SCONJ
ajeer-235	70	5	class	class	NOUN
ajeer-235	70	6	b	b	PROPN
ajeer-235	70	7	shares	share	NOUN
ajeer-235	70	8	for	for	ADP
ajeer-235	70	9	chinese	chinese	ADJ
ajeer-235	70	10	stock	stock	NOUN
ajeer-235	70	11	exchanges	exchange	NOUN
ajeer-235	70	12	do	do	AUX
ajeer-235	70	13	not	not	PART
ajeer-235	70	14	follow	follow	VERB
ajeer-235	70	15	the	the	DET
ajeer-235	70	16	random	random	ADJ
ajeer-235	70	17	walk	walk	NOUN
ajeer-235	70	18	hypothesis	hypothesis	NOUN
ajeer-235	70	19	,	,	PUNCT
ajeer-235	70	20	and	and	CCONJ
ajeer-235	70	21	therefore	therefore	ADV
ajeer-235	70	22	are	be	AUX
ajeer-235	70	23	significantly	significantly	ADV
ajeer-235	70	24	inefficient	inefficient	ADJ
ajeer-235	70	25	while	while	SCONJ
ajeer-235	70	26	the	the	DET
ajeer-235	70	27	class	class	NOUN
ajeer-235	70	28	a	a	DET
ajeer-235	70	29	shares	share	NOUN
ajeer-235	70	30	seems	seem	VERB
ajeer-235	70	31	more	more	ADV
ajeer-235	70	32	efficient	efficient	ADJ
ajeer-235	70	33	.	.	PUNCT
ajeer-235	71	1	kavalerchik	kavalerchik	PROPN
ajeer-235	71	2	(	(	PUNCT
ajeer-235	71	3	2011	2011	NUM
ajeer-235	71	4	)	)	PUNCT
ajeer-235	71	5	investigated	investigate	VERB
ajeer-235	71	6	the	the	DET
ajeer-235	71	7	random	random	ADJ
ajeer-235	71	8	walk	walk	NOUN
ajeer-235	71	9	hypothesis	hypothesis	NOUN
ajeer-235	71	10	based	base	VERB
ajeer-235	71	11	on	on	ADP
ajeer-235	71	12	stock	stock	NOUN
ajeer-235	71	13	prices	price	NOUN
ajeer-235	71	14	,	,	PUNCT
ajeer-235	71	15	dividends	dividend	NOUN
ajeer-235	71	16	,	,	PUNCT
ajeer-235	71	17	and	and	CCONJ
ajeer-235	71	18	earnings	earning	NOUN
ajeer-235	71	19	.	.	PUNCT
ajeer-235	72	1	the	the	DET
ajeer-235	72	2	augmented	augment	VERB
ajeer-235	72	3	dickey	dickey	NOUN
ajeer-235	72	4	-	-	PUNCT
ajeer-235	72	5	fuller	full	ADJ
ajeer-235	72	6	(	(	PUNCT
ajeer-235	72	7	adf	adf	NOUN
ajeer-235	72	8	)	)	PUNCT
ajeer-235	72	9	test	test	NOUN
ajeer-235	72	10	for	for	ADP
ajeer-235	72	11	unit	unit	NOUN
ajeer-235	72	12	roots	root	NOUN
ajeer-235	72	13	,	,	PUNCT
ajeer-235	72	14	while	while	SCONJ
ajeer-235	72	15	the	the	DET
ajeer-235	72	16	data	datum	NOUN
ajeer-235	72	17	for	for	ADP
ajeer-235	72	18	the	the	DET
ajeer-235	72	19	assorted	assorted	ADJ
ajeer-235	72	20	indices	index	NOUN
ajeer-235	72	21	and	and	CCONJ
ajeer-235	72	22	stocks	stock	NOUN
ajeer-235	72	23	date	date	VERB
ajeer-235	72	24	back	back	ADV
ajeer-235	72	25	to	to	ADP
ajeer-235	72	26	various	various	ADJ
ajeer-235	72	27	dates	date	NOUN
ajeer-235	72	28	,	,	PUNCT
ajeer-235	72	29	all	all	DET
ajeer-235	72	30	data	datum	NOUN
ajeer-235	72	31	used	use	VERB
ajeer-235	72	32	end	end	NOUN
ajeer-235	72	33	on	on	ADP
ajeer-235	72	34	october	october	PROPN
ajeer-235	72	35	1	1	NUM
ajeer-235	72	36	,	,	PUNCT
ajeer-235	72	37	2009	2009	NUM
ajeer-235	72	38	.	.	PUNCT
ajeer-235	73	1	the	the	DET
ajeer-235	73	2	finding	finding	NOUN
ajeer-235	73	3	suggested	suggest	VERB
ajeer-235	73	4	that	that	SCONJ
ajeer-235	73	5	earnings	earning	NOUN
ajeer-235	73	6	data	datum	NOUN
ajeer-235	73	7	have	have	VERB
ajeer-235	73	8	some	some	DET
ajeer-235	73	9	predictability	predictability	NOUN
ajeer-235	73	10	for	for	ADP
ajeer-235	73	11	stock	stock	NOUN
ajeer-235	73	12	prices	price	NOUN
ajeer-235	73	13	.	.	PUNCT
ajeer-235	74	1	hussain	hussain	PROPN
ajeer-235	74	2	et	et	PROPN
ajeer-235	74	3	al	al	PROPN
ajeer-235	74	4	.	.	PROPN
ajeer-235	74	5	(	(	PUNCT
ajeer-235	74	6	2011	2011	NUM
ajeer-235	74	7	)	)	PUNCT
ajeer-235	74	8	for	for	ADP
ajeer-235	74	9	the	the	DET
ajeer-235	74	10	period	period	NOUN
ajeer-235	74	11	from	from	ADP
ajeer-235	74	12	january	january	PROPN
ajeer-235	74	13	2006	2006	NUM
ajeer-235	74	14	to	to	ADP
ajeer-235	74	15	december	december	PROPN
ajeer-235	74	16	2010	2010	NUM
ajeer-235	74	17	studied	study	VERB
ajeer-235	74	18	karachi	karachi	PROPN
ajeer-235	74	19	stock	stock	PROPN
ajeer-235	74	20	exchange	exchange	PROPN
ajeer-235	74	21	for	for	ADP
ajeer-235	74	22	day	day	NOUN
ajeer-235	74	23	of	of	ADP
ajeer-235	74	24	the	the	DET
ajeer-235	74	25	week	week	NOUN
ajeer-235	74	26	effect	effect	NOUN
ajeer-235	74	27	and	and	CCONJ
ajeer-235	74	28	stock	stock	NOUN
ajeer-235	74	29	returns	return	NOUN
ajeer-235	74	30	by	by	ADP
ajeer-235	74	31	using	use	VERB
ajeer-235	74	32	time	time	NOUN
ajeer-235	74	33	series	series	NOUN
ajeer-235	74	34	(	(	PUNCT
ajeer-235	74	35	regression	regression	NOUN
ajeer-235	74	36	equation	equation	NOUN
ajeer-235	74	37	)	)	PUNCT
ajeer-235	74	38	,	,	PUNCT
ajeer-235	74	39	anova	anova	PROPN
ajeer-235	74	40	test	test	PROPN
ajeer-235	74	41	as	as	ADP
ajeer-235	74	42	research	research	NOUN
ajeer-235	74	43	methodology	methodology	NOUN
ajeer-235	74	44	.	.	PUNCT
ajeer-235	75	1	they	they	PRON
ajeer-235	75	2	concluded	conclude	VERB
ajeer-235	75	3	that	that	SCONJ
ajeer-235	75	4	investor	investor	NOUN
ajeer-235	75	5	gets	get	VERB
ajeer-235	75	6	constant	constant	ADJ
ajeer-235	75	7	returns	return	NOUN
ajeer-235	75	8	for	for	ADP
ajeer-235	75	9	the	the	DET
ajeer-235	75	10	six	six	NUM
ajeer-235	75	11	days	day	NOUN
ajeer-235	75	12	out	out	ADP
ajeer-235	75	13	of	of	ADP
ajeer-235	75	14	seven	seven	NUM
ajeer-235	75	15	days	day	NOUN
ajeer-235	75	16	of	of	ADP
ajeer-235	75	17	the	the	DET
ajeer-235	75	18	week	week	NOUN
ajeer-235	75	19	,	,	PUNCT
ajeer-235	75	20	only	only	ADV
ajeer-235	75	21	the	the	DET
ajeer-235	75	22	tuesday	tuesday	PROPN
ajeer-235	75	23	has	have	VERB
ajeer-235	75	24	significant	significant	ADJ
ajeer-235	75	25	impact	impact	NOUN
ajeer-235	75	26	on	on	ADP
ajeer-235	75	27	the	the	DET
ajeer-235	75	28	pakistani	pakistani	ADJ
ajeer-235	75	29	stock	stock	NOUN
ajeer-235	75	30	markets	market	NOUN
ajeer-235	75	31	which	which	PRON
ajeer-235	75	32	results	result	VERB
ajeer-235	75	33	in	in	ADP
ajeer-235	75	34	abnormal	abnormal	ADJ
ajeer-235	75	35	returns	return	NOUN
ajeer-235	75	36	for	for	ADP
ajeer-235	75	37	the	the	DET
ajeer-235	75	38	investors	investor	NOUN
ajeer-235	75	39	.	.	PUNCT
ajeer-235	76	1	aktham	aktham	INTJ
ajeer-235	76	2	(	(	PUNCT
ajeer-235	76	3	2003	2003	NUM
ajeer-235	76	4	)	)	PUNCT
ajeer-235	76	5	evaluated	evaluate	VERB
ajeer-235	76	6	the	the	DET
ajeer-235	76	7	random	random	ADJ
ajeer-235	76	8	walk	walk	NOUN
ajeer-235	76	9	hypothesis	hypothesis	NOUN
ajeer-235	76	10	in	in	ADP
ajeer-235	76	11	the	the	DET
ajeer-235	76	12	amman	amman	PROPN
ajeer-235	76	13	(	(	PUNCT
ajeer-235	76	14	jordan	jordan	PROPN
ajeer-235	76	15	)	)	PUNCT
ajeer-235	76	16	stock	stock	NOUN
ajeer-235	76	17	exchange	exchange	NOUN
ajeer-235	76	18	.	.	PUNCT
ajeer-235	77	1	ols	ol	NOUN
ajeer-235	77	2	,	,	PUNCT
ajeer-235	77	3	arch	arch	ADJ
ajeer-235	77	4	and	and	CCONJ
ajeer-235	77	5	garch	garch	NOUN
ajeer-235	77	6	,	,	PUNCT
ajeer-235	77	7	jargue	jargue	NOUN
ajeer-235	77	8	bera	bera	NOUN
ajeer-235	77	9	normality	normality	NOUN
ajeer-235	77	10	and	and	CCONJ
ajeer-235	77	11	nonlinearity	nonlinearity	NOUN
ajeer-235	77	12	test	test	NOUN
ajeer-235	77	13	were	be	AUX
ajeer-235	77	14	used	use	VERB
ajeer-235	77	15	to	to	PART
ajeer-235	77	16	run	run	VERB
ajeer-235	77	17	the	the	DET
ajeer-235	77	18	daily	daily	ADJ
ajeer-235	77	19	data	datum	NOUN
ajeer-235	77	20	collected	collect	VERB
ajeer-235	77	21	.	.	PUNCT
ajeer-235	78	1	the	the	DET
ajeer-235	78	2	study	study	NOUN
ajeer-235	78	3	found	find	VERB
ajeer-235	78	4	that	that	SCONJ
ajeer-235	78	5	daily	daily	ADJ
ajeer-235	78	6	returns	return	NOUN
ajeer-235	78	7	from	from	ADP
ajeer-235	78	8	the	the	DET
ajeer-235	78	9	amman	amman	PROPN
ajeer-235	78	10	(	(	PUNCT
ajeer-235	78	11	jordan	jordan	PROPN
ajeer-235	78	12	)	)	PUNCT
ajeer-235	78	13	stock	stock	NOUN
ajeer-235	78	14	exchange	exchange	NOUN
ajeer-235	78	15	do	do	AUX
ajeer-235	78	16	not	not	PART
ajeer-235	78	17	conform	conform	VERB
ajeer-235	78	18	to	to	ADP
ajeer-235	78	19	a	a	DET
ajeer-235	78	20	random	random	ADJ
ajeer-235	78	21	walk	walk	NOUN
ajeer-235	78	22	.	.	PUNCT
ajeer-235	79	1	samuel	samuel	PROPN
ajeer-235	79	2	(	(	PUNCT
ajeer-235	79	3	2007	2007	NUM
ajeer-235	79	4	)	)	PUNCT
ajeer-235	79	5	studied	study	VERB
ajeer-235	79	6	why	why	SCONJ
ajeer-235	79	7	share	share	NOUN
ajeer-235	79	8	prices	price	NOUN
ajeer-235	79	9	might	might	AUX
ajeer-235	79	10	follow	follow	VERB
ajeer-235	79	11	a	a	DET
ajeer-235	79	12	random	random	ADJ
ajeer-235	79	13	walk	walk	NOUN
ajeer-235	79	14	.	.	PUNCT
ajeer-235	80	1	empirical	empirical	ADJ
ajeer-235	80	2	evidence	evidence	NOUN
ajeer-235	80	3	is	be	AUX
ajeer-235	80	4	used	use	VERB
ajeer-235	80	5	to	to	PART
ajeer-235	80	6	investigate	investigate	VERB
ajeer-235	80	7	the	the	DET
ajeer-235	80	8	arguments	argument	NOUN
ajeer-235	80	9	for	for	ADP
ajeer-235	80	10	and	and	CCONJ
ajeer-235	80	11	against	against	ADP
ajeer-235	80	12	the	the	DET
ajeer-235	80	13	model	model	NOUN
ajeer-235	80	14	.	.	PUNCT
ajeer-235	81	1	it	it	PRON
ajeer-235	81	2	was	be	AUX
ajeer-235	81	3	discovered	discover	VERB
ajeer-235	81	4	that	that	SCONJ
ajeer-235	81	5	the	the	DET
ajeer-235	81	6	efficient	efficient	ADJ
ajeer-235	81	7	markets	market	NOUN
ajeer-235	81	8	hypothesis	hypothesis	NOUN
ajeer-235	81	9	no	no	ADV
ajeer-235	81	10	longer	long	ADV
ajeer-235	81	11	holds	hold	VERB
ajeer-235	81	12	the	the	DET
ajeer-235	81	13	asian	asian	ADJ
ajeer-235	81	14	journal	journal	NOUN
ajeer-235	81	15	of	of	ADP
ajeer-235	81	16	economics	economic	NOUN
ajeer-235	81	17	and	and	CCONJ
ajeer-235	81	18	empirical	empirical	ADJ
ajeer-235	81	19	research	research	NOUN
ajeer-235	81	20	,	,	PUNCT
ajeer-235	81	21	2017	2017	NUM
ajeer-235	81	22	,	,	PUNCT
ajeer-235	81	23	4(2	4(2	NUM
ajeer-235	81	24	):	):	PUNCT
ajeer-235	81	25	99	99	NUM
ajeer-235	81	26	-	-	SYM
ajeer-235	81	27	105	105	NUM
ajeer-235	81	28	101	101	NUM
ajeer-235	81	29	impervious	impervious	ADJ
ajeer-235	81	30	position	position	NOUN
ajeer-235	81	31	in	in	ADP
ajeer-235	81	32	finance	finance	NOUN
ajeer-235	81	33	it	it	PRON
ajeer-235	81	34	once	once	ADV
ajeer-235	81	35	did	do	VERB
ajeer-235	81	36	;	;	PUNCT
ajeer-235	81	37	consequently	consequently	ADV
ajeer-235	81	38	the	the	DET
ajeer-235	81	39	assumption	assumption	NOUN
ajeer-235	81	40	that	that	PRON
ajeer-235	81	41	share	share	NOUN
ajeer-235	81	42	prices	price	NOUN
ajeer-235	81	43	follow	follow	VERB
ajeer-235	81	44	a	a	DET
ajeer-235	81	45	random	random	ADJ
ajeer-235	81	46	walk	walk	NOUN
ajeer-235	81	47	is	be	AUX
ajeer-235	81	48	now	now	ADV
ajeer-235	81	49	uncertain	uncertain	ADJ
ajeer-235	81	50	.	.	PUNCT
ajeer-235	82	1	in	in	ADP
ajeer-235	82	2	a	a	DET
ajeer-235	82	3	comparative	comparative	ADJ
ajeer-235	82	4	analysis	analysis	NOUN
ajeer-235	82	5	of	of	ADP
ajeer-235	82	6	india	india	PROPN
ajeer-235	82	7	and	and	CCONJ
ajeer-235	82	8	pakistan	pakistan	PROPN
ajeer-235	82	9	stock	stock	NOUN
ajeer-235	82	10	markets	market	NOUN
ajeer-235	82	11	,	,	PUNCT
ajeer-235	82	12	ishaq	ishaq	PROPN
ajeer-235	82	13	et	et	PROPN
ajeer-235	82	14	al	al	PROPN
ajeer-235	82	15	.	.	PROPN
ajeer-235	83	1	(	(	PUNCT
ajeer-235	83	2	2014	2014	NUM
ajeer-235	83	3	)	)	PUNCT
ajeer-235	83	4	use	use	VERB
ajeer-235	83	5	adjusted	adjust	VERB
ajeer-235	83	6	daily	daily	ADJ
ajeer-235	83	7	prices	price	NOUN
ajeer-235	83	8	descriptive	descriptive	ADJ
ajeer-235	83	9	statistics	statistic	NOUN
ajeer-235	83	10	,	,	PUNCT
ajeer-235	83	11	adf	adf	PROPN
ajeer-235	83	12	test	test	NOUN
ajeer-235	83	13	,	,	PUNCT
ajeer-235	83	14	auto	auto	NOUN
ajeer-235	83	15	-	-	PUNCT
ajeer-235	83	16	correlation	correlation	NOUN
ajeer-235	83	17	test	test	NOUN
ajeer-235	83	18	and	and	CCONJ
ajeer-235	83	19	jarque	jarque	NOUN
ajeer-235	83	20	-	-	PUNCT
ajeer-235	83	21	bera	bera	NOUN
ajeer-235	83	22	statistic	statistic	NOUN
ajeer-235	83	23	,	,	PUNCT
ajeer-235	83	24	runs	run	VERB
ajeer-235	83	25	test	test	VERB
ajeer-235	83	26	to	to	PART
ajeer-235	83	27	analyze	analyze	VERB
ajeer-235	83	28	the	the	DET
ajeer-235	83	29	data	datum	NOUN
ajeer-235	83	30	for	for	ADP
ajeer-235	83	31	the	the	DET
ajeer-235	83	32	period	period	NOUN
ajeer-235	83	33	ranging	range	VERB
ajeer-235	83	34	between	between	ADP
ajeer-235	83	35	2003	2003	NUM
ajeer-235	83	36	and	and	CCONJ
ajeer-235	83	37	2013	2013	NUM
ajeer-235	83	38	.	.	PUNCT
ajeer-235	84	1	the	the	DET
ajeer-235	84	2	study	study	NOUN
ajeer-235	84	3	found	find	VERB
ajeer-235	84	4	out	out	ADP
ajeer-235	84	5	that	that	SCONJ
ajeer-235	84	6	the	the	DET
ajeer-235	84	7	stock	stock	NOUN
ajeer-235	84	8	markets	market	NOUN
ajeer-235	84	9	of	of	ADP
ajeer-235	84	10	both	both	DET
ajeer-235	84	11	economies	economy	NOUN
ajeer-235	84	12	are	be	AUX
ajeer-235	84	13	not	not	PART
ajeer-235	84	14	efficient	efficient	ADJ
ajeer-235	84	15	in	in	ADP
ajeer-235	84	16	weak	weak	ADJ
ajeer-235	84	17	form	form	NOUN
ajeer-235	84	18	.	.	PUNCT
ajeer-235	85	1	bhanu	bhanu	PROPN
ajeer-235	85	2	and	and	CCONJ
ajeer-235	85	3	bishnoi	bishnoi	PROPN
ajeer-235	85	4	(	(	PUNCT
ajeer-235	85	5	2005	2005	NUM
ajeer-235	85	6	)	)	PUNCT
ajeer-235	85	7	test	test	NOUN
ajeer-235	85	8	random	random	ADJ
ajeer-235	85	9	walk	walk	NOUN
ajeer-235	85	10	hypothesis	hypothesis	NOUN
ajeer-235	85	11	for	for	ADP
ajeer-235	85	12	indian	indian	ADJ
ajeer-235	85	13	stock	stock	NOUN
ajeer-235	85	14	market	market	NOUN
ajeer-235	85	15	indices	index	NOUN
ajeer-235	85	16	.	.	PUNCT
ajeer-235	86	1	the	the	DET
ajeer-235	86	2	indices	index	NOUN
ajeer-235	86	3	have	have	AUX
ajeer-235	86	4	been	be	AUX
ajeer-235	86	5	tested	test	VERB
ajeer-235	86	6	for	for	ADP
ajeer-235	86	7	normality	normality	NOUN
ajeer-235	86	8	,	,	PUNCT
ajeer-235	86	9	autocorrelation	autocorrelation	NOUN
ajeer-235	86	10	using	use	VERB
ajeer-235	86	11	q	q	NOUN
ajeer-235	86	12	-	-	PUNCT
ajeer-235	86	13	statistic	statistic	ADJ
ajeer-235	86	14	&	&	CCONJ
ajeer-235	86	15	dickey	dickey	PROPN
ajeer-235	86	16	-	-	PUNCT
ajeer-235	86	17	fuller	full	ADJ
ajeer-235	86	18	test	test	NOUN
ajeer-235	86	19	and	and	CCONJ
ajeer-235	86	20	analyzed	analyze	VERB
ajeer-235	86	21	variance	variance	NOUN
ajeer-235	86	22	ratio	ratio	NOUN
ajeer-235	86	23	using	use	VERB
ajeer-235	86	24	homoscedastic	homoscedastic	ADJ
ajeer-235	86	25	and	and	CCONJ
ajeer-235	86	26	heteroscedastic	heteroscedastic	ADJ
ajeer-235	86	27	test	test	NOUN
ajeer-235	86	28	estimates	estimate	NOUN
ajeer-235	86	29	.	.	PUNCT
ajeer-235	87	1	the	the	DET
ajeer-235	87	2	results	result	NOUN
ajeer-235	87	3	support	support	VERB
ajeer-235	87	4	that	that	SCONJ
ajeer-235	87	5	indian	indian	ADJ
ajeer-235	87	6	stock	stock	NOUN
ajeer-235	87	7	market	market	NOUN
ajeer-235	87	8	indices	index	NOUN
ajeer-235	87	9	do	do	AUX
ajeer-235	87	10	not	not	PART
ajeer-235	87	11	follow	follow	VERB
ajeer-235	87	12	random	random	ADJ
ajeer-235	87	13	walk	walk	NOUN
ajeer-235	87	14	.	.	PUNCT
ajeer-235	88	1	godwin	godwin	PROPN
ajeer-235	88	2	(	(	PUNCT
ajeer-235	88	3	2010	2010	NUM
ajeer-235	88	4	)	)	PUNCT
ajeer-235	88	5	studied	study	VERB
ajeer-235	88	6	the	the	DET
ajeer-235	88	7	stock	stock	NOUN
ajeer-235	88	8	market	market	NOUN
ajeer-235	88	9	prices	price	NOUN
ajeer-235	88	10	and	and	CCONJ
ajeer-235	88	11	random	random	ADJ
ajeer-235	88	12	work	work	NOUN
ajeer-235	88	13	hypothesis	hypothesis	NOUN
ajeer-235	88	14	in	in	ADP
ajeer-235	88	15	nigeria	nigeria	PROPN
ajeer-235	88	16	.	.	PUNCT
ajeer-235	89	1	autocorrelation	autocorrelation	NOUN
ajeer-235	89	2	and	and	CCONJ
ajeer-235	89	3	run	run	NOUN
ajeer-235	89	4	test	test	NOUN
ajeer-235	89	5	were	be	AUX
ajeer-235	89	6	used	use	VERB
ajeer-235	89	7	to	to	PART
ajeer-235	89	8	analyze	analyze	VERB
ajeer-235	89	9	the	the	DET
ajeer-235	89	10	data	datum	NOUN
ajeer-235	89	11	.	.	PUNCT
ajeer-235	90	1	the	the	DET
ajeer-235	90	2	results	result	NOUN
ajeer-235	90	3	of	of	ADP
ajeer-235	90	4	the	the	DET
ajeer-235	90	5	three	three	NUM
ajeer-235	90	6	tests	test	NOUN
ajeer-235	90	7	show	show	VERB
ajeer-235	90	8	the	the	DET
ajeer-235	90	9	evidence	evidence	NOUN
ajeer-235	90	10	of	of	ADP
ajeer-235	90	11	weak	weak	ADJ
ajeer-235	90	12	form	form	NOUN
ajeer-235	90	13	efficiency	efficiency	NOUN
ajeer-235	90	14	and	and	CCONJ
ajeer-235	90	15	a	a	DET
ajeer-235	90	16	confirmation	confirmation	NOUN
ajeer-235	90	17	of	of	ADP
ajeer-235	90	18	random	random	ADJ
ajeer-235	90	19	walk	walk	NOUN
ajeer-235	90	20	.	.	PUNCT
ajeer-235	91	1	also	also	ADV
ajeer-235	91	2	,	,	PUNCT
ajeer-235	91	3	that	that	SCONJ
ajeer-235	91	4	successive	successive	ADJ
ajeer-235	91	5	price	price	NOUN
ajeer-235	91	6	changes	change	NOUN
ajeer-235	91	7	are	be	AUX
ajeer-235	91	8	not	not	PART
ajeer-235	91	9	dependent	dependent	ADJ
ajeer-235	91	10	.	.	PUNCT
ajeer-235	92	1	nwosa	nwosa	PROPN
ajeer-235	92	2	and	and	CCONJ
ajeer-235	92	3	osheni	osheni	PROPN
ajeer-235	92	4	(	(	PUNCT
ajeer-235	92	5	2011	2011	NUM
ajeer-235	92	6	)	)	PUNCT
ajeer-235	92	7	examined	examine	VERB
ajeer-235	92	8	efficient	efficient	ADJ
ajeer-235	92	9	market	market	NOUN
ajeer-235	92	10	hypothesis	hypothesis	NOUN
ajeer-235	92	11	and	and	CCONJ
ajeer-235	92	12	nigeria	nigeria	PROPN
ajeer-235	92	13	stock	stock	NOUN
ajeer-235	92	14	market	market	NOUN
ajeer-235	92	15	using	use	VERB
ajeer-235	92	16	pp	pp	ADP
ajeer-235	92	17	,	,	PUNCT
ajeer-235	92	18	adf	adf	NOUN
ajeer-235	92	19	,	,	PUNCT
ajeer-235	92	20	autocorrelation	autocorrelation	NOUN
ajeer-235	92	21	and	and	CCONJ
ajeer-235	92	22	regression	regression	NOUN
ajeer-235	92	23	methods	method	NOUN
ajeer-235	92	24	.	.	PUNCT
ajeer-235	93	1	the	the	DET
ajeer-235	93	2	correlation	correlation	NOUN
ajeer-235	93	3	results	result	VERB
ajeer-235	93	4	shows	show	VERB
ajeer-235	93	5	that	that	SCONJ
ajeer-235	93	6	successive	successive	ADJ
ajeer-235	93	7	daily	daily	ADJ
ajeer-235	93	8	price	price	NOUN
ajeer-235	93	9	changes	change	NOUN
ajeer-235	93	10	tend	tend	VERB
ajeer-235	93	11	to	to	PART
ajeer-235	93	12	have	have	VERB
ajeer-235	93	13	the	the	DET
ajeer-235	93	14	same	same	ADJ
ajeer-235	93	15	sign	sign	NOUN
ajeer-235	93	16	hence	hence	ADV
ajeer-235	93	17	the	the	DET
ajeer-235	93	18	nigerian	nigerian	ADJ
ajeer-235	93	19	stock	stock	NOUN
ajeer-235	93	20	market	market	NOUN
ajeer-235	93	21	is	be	AUX
ajeer-235	93	22	informational	informational	ADJ
ajeer-235	93	23	inefficient	inefficient	ADJ
ajeer-235	93	24	.	.	PUNCT
ajeer-235	94	1	more	more	ADV
ajeer-235	94	2	so	so	ADV
ajeer-235	94	3	,	,	PUNCT
ajeer-235	94	4	the	the	DET
ajeer-235	94	5	previous	previous	ADJ
ajeer-235	94	6	stock	stock	NOUN
ajeer-235	94	7	prices	price	NOUN
ajeer-235	94	8	are	be	AUX
ajeer-235	94	9	statistically	statistically	ADV
ajeer-235	94	10	significant	significant	ADJ
ajeer-235	94	11	in	in	ADP
ajeer-235	94	12	determining	determine	VERB
ajeer-235	94	13	the	the	DET
ajeer-235	94	14	current	current	ADJ
ajeer-235	94	15	.	.	PUNCT
ajeer-235	95	1	mojekwu	mojekwu	PROPN
ajeer-235	95	2	and	and	CCONJ
ajeer-235	95	3	ogege	ogege	PROPN
ajeer-235	95	4	(	(	PUNCT
ajeer-235	95	5	2013	2013	NUM
ajeer-235	95	6	)	)	PUNCT
ajeer-235	95	7	carried	carry	VERB
ajeer-235	95	8	out	out	ADP
ajeer-235	95	9	econometric	econometric	ADJ
ajeer-235	95	10	investigation	investigation	NOUN
ajeer-235	95	11	of	of	ADP
ajeer-235	95	12	the	the	DET
ajeer-235	95	13	random	random	ADJ
ajeer-235	95	14	walk	walk	NOUN
ajeer-235	95	15	hypothesis	hypothesis	NOUN
ajeer-235	95	16	in	in	ADP
ajeer-235	95	17	the	the	DET
ajeer-235	95	18	nigerian	nigerian	ADJ
ajeer-235	95	19	stock	stock	NOUN
ajeer-235	95	20	exchange	exchange	PROPN
ajeer-235	95	21	.	.	PUNCT
ajeer-235	96	1	ordinary	ordinary	ADJ
ajeer-235	96	2	least	least	ADJ
ajeer-235	96	3	square	square	ADJ
ajeer-235	96	4	method	method	NOUN
ajeer-235	96	5	,	,	PUNCT
ajeer-235	96	6	correlation	correlation	NOUN
ajeer-235	96	7	matrix	matrix	NOUN
ajeer-235	96	8	,	,	PUNCT
ajeer-235	96	9	adf	adf	PROPN
ajeer-235	96	10	and	and	CCONJ
ajeer-235	96	11	pp	pp	PROPN
ajeer-235	96	12	were	be	AUX
ajeer-235	96	13	adopted	adopt	VERB
ajeer-235	96	14	in	in	ADP
ajeer-235	96	15	analyzing	analyze	VERB
ajeer-235	96	16	the	the	DET
ajeer-235	96	17	data	datum	NOUN
ajeer-235	96	18	collected	collect	VERB
ajeer-235	96	19	.	.	PUNCT
ajeer-235	97	1	it	it	PRON
ajeer-235	97	2	was	be	AUX
ajeer-235	97	3	found	find	VERB
ajeer-235	97	4	,	,	PUNCT
ajeer-235	97	5	inefficiency	inefficiency	NOUN
ajeer-235	97	6	in	in	ADP
ajeer-235	97	7	price	price	NOUN
ajeer-235	97	8	determination	determination	NOUN
ajeer-235	97	9	and	and	CCONJ
ajeer-235	97	10	opportunity	opportunity	NOUN
ajeer-235	97	11	for	for	SCONJ
ajeer-235	97	12	some	some	DET
ajeer-235	97	13	investors	investor	NOUN
ajeer-235	97	14	to	to	PART
ajeer-235	97	15	earn	earn	VERB
ajeer-235	97	16	abnormal	abnormal	ADJ
ajeer-235	97	17	profit	profit	NOUN
ajeer-235	97	18	,	,	PUNCT
ajeer-235	97	19	hence	hence	ADV
ajeer-235	97	20	the	the	DET
ajeer-235	97	21	absence	absence	NOUN
ajeer-235	97	22	of	of	ADP
ajeer-235	97	23	random	random	ADJ
ajeer-235	97	24	walk	walk	NOUN
ajeer-235	97	25	.	.	PUNCT
ajeer-235	98	1	afego	afego	PROPN
ajeer-235	98	2	(	(	PUNCT
ajeer-235	98	3	2012	2012	NUM
ajeer-235	98	4	)	)	PUNCT
ajeer-235	98	5	tests	test	VERB
ajeer-235	98	6	the	the	DET
ajeer-235	98	7	random	random	ADJ
ajeer-235	98	8	walk	walk	NOUN
ajeer-235	98	9	hypothesis	hypothesis	NOUN
ajeer-235	98	10	for	for	ADP
ajeer-235	98	11	the	the	DET
ajeer-235	98	12	nigerian	nigerian	PROPN
ajeer-235	98	13	all	all	PRON
ajeer-235	98	14	share	share	VERB
ajeer-235	98	15	monthly	monthly	ADJ
ajeer-235	98	16	index	index	NOUN
ajeer-235	98	17	returns	return	NOUN
ajeer-235	98	18	using	use	VERB
ajeer-235	98	19	the	the	DET
ajeer-235	98	20	nonparametric	nonparametric	NOUN
ajeer-235	98	21	runs	run	NOUN
ajeer-235	98	22	test	test	NOUN
ajeer-235	98	23	and	and	CCONJ
ajeer-235	98	24	goodness	goodness	NOUN
ajeer-235	98	25	of	of	ADP
ajeer-235	98	26	fit	fit	ADJ
ajeer-235	98	27	test	test	NOUN
ajeer-235	98	28	over	over	ADP
ajeer-235	98	29	the	the	DET
ajeer-235	98	30	period	period	NOUN
ajeer-235	98	31	1984	1984	NUM
ajeer-235	98	32	to	to	ADP
ajeer-235	98	33	2009	2009	NUM
ajeer-235	98	34	.	.	PUNCT
ajeer-235	99	1	the	the	DET
ajeer-235	99	2	results	result	NOUN
ajeer-235	99	3	from	from	ADP
ajeer-235	99	4	this	this	DET
ajeer-235	99	5	study	study	NOUN
ajeer-235	99	6	suggest	suggest	VERB
ajeer-235	99	7	that	that	SCONJ
ajeer-235	99	8	stock	stock	NOUN
ajeer-235	99	9	price	price	NOUN
ajeer-235	99	10	changes	change	NOUN
ajeer-235	99	11	on	on	ADP
ajeer-235	99	12	the	the	DET
ajeer-235	99	13	nse	nse	NOUN
ajeer-235	99	14	are	be	AUX
ajeer-235	99	15	not	not	PART
ajeer-235	99	16	random	random	ADJ
ajeer-235	99	17	and	and	CCONJ
ajeer-235	99	18	that	that	SCONJ
ajeer-235	99	19	according	accord	VERB
ajeer-235	99	20	to	to	ADP
ajeer-235	99	21	technicalist	technicalist	NOUN
ajeer-235	99	22	,	,	PUNCT
ajeer-235	99	23	exploitable	exploitable	ADJ
ajeer-235	99	24	patterns	pattern	NOUN
ajeer-235	99	25	exist	exist	VERB
ajeer-235	99	26	,	,	PUNCT
ajeer-235	99	27	making	make	VERB
ajeer-235	99	28	it	it	PRON
ajeer-235	99	29	possible	possible	ADJ
ajeer-235	99	30	for	for	SCONJ
ajeer-235	99	31	arbitrage	arbitrage	NOUN
ajeer-235	99	32	portfolios	portfolio	NOUN
ajeer-235	99	33	to	to	PART
ajeer-235	99	34	be	be	AUX
ajeer-235	99	35	constructed	construct	VERB
ajeer-235	99	36	based	base	VERB
ajeer-235	99	37	on	on	ADP
ajeer-235	99	38	trading	trading	NOUN
ajeer-235	99	39	rules	rule	NOUN
ajeer-235	99	40	and	and	CCONJ
ajeer-235	99	41	making	make	VERB
ajeer-235	99	42	sub	sub	ADJ
ajeer-235	99	43	-	-	ADJ
ajeer-235	99	44	optimal	optimal	ADJ
ajeer-235	99	45	allocation	allocation	NOUN
ajeer-235	99	46	of	of	ADP
ajeer-235	99	47	investable	investable	ADJ
ajeer-235	99	48	funds	fund	NOUN
ajeer-235	99	49	within	within	ADP
ajeer-235	99	50	the	the	DET
ajeer-235	99	51	economy	economy	NOUN
ajeer-235	99	52	a	a	DET
ajeer-235	99	53	possibility	possibility	NOUN
ajeer-235	99	54	.	.	PUNCT
ajeer-235	100	1	market	market	NOUN
ajeer-235	100	2	inefficiencies	inefficiency	NOUN
ajeer-235	100	3	is	be	AUX
ajeer-235	100	4	a	a	DET
ajeer-235	100	5	feature	feature	NOUN
ajeer-235	100	6	of	of	ADP
ajeer-235	100	7	nigerian	nigerian	ADJ
ajeer-235	100	8	stock	stock	NOUN
ajeer-235	100	9	market	market	NOUN
ajeer-235	100	10	.	.	PUNCT
ajeer-235	101	1	ajao	ajao	NOUN
ajeer-235	101	2	and	and	CCONJ
ajeer-235	101	3	osayuwu	osayuwu	PROPN
ajeer-235	101	4	(	(	PUNCT
ajeer-235	101	5	2012	2012	NUM
ajeer-235	101	6	)	)	PUNCT
ajeer-235	101	7	tested	test	VERB
ajeer-235	101	8	the	the	DET
ajeer-235	101	9	weak	weak	ADJ
ajeer-235	101	10	form	form	NOUN
ajeer-235	101	11	of	of	ADP
ajeer-235	101	12	efficient	efficient	ADJ
ajeer-235	101	13	market	market	NOUN
ajeer-235	101	14	hypothesis	hypothesis	NOUN
ajeer-235	101	15	in	in	ADP
ajeer-235	101	16	nigeria	nigeria	PROPN
ajeer-235	101	17	capital	capital	NOUN
ajeer-235	101	18	market	market	NOUN
ajeer-235	101	19	.	.	PUNCT
ajeer-235	102	1	auto	auto	NOUN
ajeer-235	102	2	-	-	PUNCT
ajeer-235	102	3	correlation	correlation	NOUN
ajeer-235	102	4	test	test	NOUN
ajeer-235	102	5	and	and	CCONJ
ajeer-235	102	6	runs	run	VERB
ajeer-235	102	7	test	test	NOUN
ajeer-235	102	8	was	be	AUX
ajeer-235	102	9	used	use	VERB
ajeer-235	102	10	in	in	ADP
ajeer-235	102	11	analyzing	analyze	VERB
ajeer-235	102	12	the	the	DET
ajeer-235	102	13	data	datum	NOUN
ajeer-235	102	14	collected	collect	VERB
ajeer-235	102	15	.	.	PUNCT
ajeer-235	103	1	the	the	DET
ajeer-235	103	2	study	study	NOUN
ajeer-235	103	3	reveals	reveal	VERB
ajeer-235	103	4	that	that	SCONJ
ajeer-235	103	5	the	the	DET
ajeer-235	103	6	nigeria	nigeria	PROPN
ajeer-235	103	7	capital	capital	NOUN
ajeer-235	103	8	market	market	NOUN
ajeer-235	103	9	is	be	AUX
ajeer-235	103	10	efficient	efficient	ADJ
ajeer-235	103	11	in	in	ADP
ajeer-235	103	12	the	the	DET
ajeer-235	103	13	weak	weak	ADJ
ajeer-235	103	14	form	form	NOUN
ajeer-235	103	15	due	due	ADP
ajeer-235	103	16	to	to	ADP
ajeer-235	103	17	the	the	DET
ajeer-235	103	18	prerequisite	prerequisite	NOUN
ajeer-235	103	19	for	for	ADP
ajeer-235	103	20	a	a	DET
ajeer-235	103	21	weak	weak	ADJ
ajeer-235	103	22	form	form	NOUN
ajeer-235	103	23	of	of	ADP
ajeer-235	103	24	efficient	efficient	ADJ
ajeer-235	103	25	market	market	NOUN
ajeer-235	103	26	.	.	PUNCT
ajeer-235	104	1	also	also	ADV
ajeer-235	104	2	,	,	PUNCT
ajeer-235	104	3	that	that	SCONJ
ajeer-235	104	4	the	the	DET
ajeer-235	104	5	past	past	NOUN
ajeer-235	104	6	and	and	CCONJ
ajeer-235	104	7	future	future	ADJ
ajeer-235	104	8	prices	price	NOUN
ajeer-235	104	9	of	of	ADP
ajeer-235	104	10	stock	stock	NOUN
ajeer-235	104	11	market	market	NOUN
ajeer-235	104	12	are	be	AUX
ajeer-235	104	13	independent	independent	ADJ
ajeer-235	104	14	.	.	PUNCT
ajeer-235	105	1	osisanwo	osisanwo	PROPN
ajeer-235	105	2	and	and	CCONJ
ajeer-235	105	3	atanda	atanda	X
ajeer-235	105	4	(	(	PUNCT
ajeer-235	105	5	2012	2012	NUM
ajeer-235	105	6	)	)	PUNCT
ajeer-235	105	7	carried	carry	VERB
ajeer-235	105	8	out	out	ADP
ajeer-235	105	9	a	a	DET
ajeer-235	105	10	time	time	NOUN
ajeer-235	105	11	series	series	NOUN
ajeer-235	105	12	analysis	analysis	NOUN
ajeer-235	105	13	of	of	ADP
ajeer-235	105	14	the	the	DET
ajeer-235	105	15	determinants	determinant	NOUN
ajeer-235	105	16	of	of	ADP
ajeer-235	105	17	stock	stock	NOUN
ajeer-235	105	18	market	market	NOUN
ajeer-235	105	19	returns	return	NOUN
ajeer-235	105	20	in	in	ADP
ajeer-235	105	21	nigeria	nigeria	PROPN
ajeer-235	105	22	using	use	VERB
ajeer-235	105	23	ordinary	ordinary	ADJ
ajeer-235	105	24	least	least	ADJ
ajeer-235	105	25	square	square	ADJ
ajeer-235	105	26	.	.	PUNCT
ajeer-235	106	1	from	from	ADP
ajeer-235	106	2	the	the	DET
ajeer-235	106	3	study	study	NOUN
ajeer-235	106	4	,	,	PUNCT
ajeer-235	106	5	it	it	PRON
ajeer-235	106	6	can	can	AUX
ajeer-235	106	7	be	be	AUX
ajeer-235	106	8	found	find	VERB
ajeer-235	106	9	that	that	SCONJ
ajeer-235	106	10	external	external	ADJ
ajeer-235	106	11	shock	shock	NOUN
ajeer-235	106	12	and	and	CCONJ
ajeer-235	106	13	other	other	ADJ
ajeer-235	106	14	macroeconomic	macroeconomic	ADJ
ajeer-235	106	15	variables	variable	NOUN
ajeer-235	106	16	dictate	dictate	VERB
ajeer-235	106	17	the	the	DET
ajeer-235	106	18	movement	movement	NOUN
ajeer-235	106	19	of	of	ADP
ajeer-235	106	20	stock	stock	NOUN
ajeer-235	106	21	market	market	NOUN
ajeer-235	106	22	prices	price	NOUN
ajeer-235	106	23	performance	performance	NOUN
ajeer-235	106	24	.	.	PUNCT
ajeer-235	107	1	nwidobie	nwidobie	NOUN
ajeer-235	107	2	(	(	PUNCT
ajeer-235	107	3	2014	2014	NUM
ajeer-235	107	4	)	)	PUNCT
ajeer-235	107	5	carried	carry	VERB
ajeer-235	107	6	out	out	ADP
ajeer-235	107	7	empirical	empirical	ADJ
ajeer-235	107	8	investigation	investigation	NOUN
ajeer-235	107	9	of	of	ADP
ajeer-235	107	10	the	the	DET
ajeer-235	107	11	random	random	ADJ
ajeer-235	107	12	walk	walk	NOUN
ajeer-235	107	13	theory	theory	NOUN
ajeer-235	107	14	in	in	ADP
ajeer-235	107	15	the	the	DET
ajeer-235	107	16	nigerian	nigerian	ADJ
ajeer-235	107	17	capital	capital	NOUN
ajeer-235	107	18	market	market	NOUN
ajeer-235	107	19	.	.	PUNCT
ajeer-235	108	1	adf	adf	NOUN
ajeer-235	108	2	and	and	CCONJ
ajeer-235	108	3	unit	unit	NOUN
ajeer-235	108	4	root	root	NOUN
ajeer-235	108	5	model	model	NOUN
ajeer-235	108	6	was	be	AUX
ajeer-235	108	7	used	use	VERB
ajeer-235	108	8	to	to	PART
ajeer-235	108	9	run	run	VERB
ajeer-235	108	10	the	the	DET
ajeer-235	108	11	analysis	analysis	NOUN
ajeer-235	108	12	.	.	PUNCT
ajeer-235	109	1	it	it	PRON
ajeer-235	109	2	was	be	AUX
ajeer-235	109	3	discovered	discover	VERB
ajeer-235	109	4	that	that	SCONJ
ajeer-235	109	5	random	random	ADJ
ajeer-235	109	6	walk	walk	NOUN
ajeer-235	109	7	hypothesis	hypothesis	NOUN
ajeer-235	109	8	is	be	AUX
ajeer-235	109	9	not	not	PART
ajeer-235	109	10	supported	support	VERB
ajeer-235	109	11	by	by	ADP
ajeer-235	109	12	findings	finding	NOUN
ajeer-235	109	13	in	in	ADP
ajeer-235	109	14	nigerian	nigerian	ADJ
ajeer-235	109	15	capital	capital	NOUN
ajeer-235	109	16	market	market	NOUN
ajeer-235	109	17	.	.	PUNCT
ajeer-235	110	1	also	also	ADV
ajeer-235	110	2	,	,	PUNCT
ajeer-235	110	3	there	there	PRON
ajeer-235	110	4	exists	exist	VERB
ajeer-235	110	5	market	market	NOUN
ajeer-235	110	6	inefficiency	inefficiency	NOUN
ajeer-235	110	7	in	in	ADP
ajeer-235	110	8	the	the	DET
ajeer-235	110	9	market	market	NOUN
ajeer-235	110	10	.	.	PUNCT
ajeer-235	111	1	victor	victor	NOUN
ajeer-235	111	2	(	(	PUNCT
ajeer-235	111	3	2010	2010	NUM
ajeer-235	111	4	)	)	PUNCT
ajeer-235	111	5	tested	test	VERB
ajeer-235	111	6	the	the	DET
ajeer-235	111	7	weak	weak	ADJ
ajeer-235	111	8	-	-	PUNCT
ajeer-235	111	9	form	form	NOUN
ajeer-235	111	10	efficiency	efficiency	NOUN
ajeer-235	111	11	market	market	NOUN
ajeer-235	111	12	hypothesis	hypothesis	NOUN
ajeer-235	111	13	in	in	ADP
ajeer-235	111	14	nigerian	nigerian	ADJ
ajeer-235	111	15	stock	stock	NOUN
ajeer-235	111	16	market	market	NOUN
ajeer-235	111	17	.	.	PUNCT
ajeer-235	112	1	auto	auto	NOUN
ajeer-235	112	2	correlation	correlation	NOUN
ajeer-235	112	3	tests	test	NOUN
ajeer-235	112	4	and	and	CCONJ
ajeer-235	112	5	run	run	VERB
ajeer-235	112	6	test	test	NOUN
ajeer-235	112	7	was	be	AUX
ajeer-235	112	8	adopted	adopt	VERB
ajeer-235	112	9	in	in	ADP
ajeer-235	112	10	the	the	DET
ajeer-235	112	11	analysis	analysis	NOUN
ajeer-235	112	12	and	and	CCONJ
ajeer-235	112	13	the	the	DET
ajeer-235	112	14	finding	finding	NOUN
ajeer-235	112	15	reveals	reveal	VERB
ajeer-235	112	16	that	that	SCONJ
ajeer-235	112	17	stock	stock	NOUN
ajeer-235	112	18	market	market	NOUN
ajeer-235	112	19	is	be	AUX
ajeer-235	112	20	inefficient	inefficient	ADJ
ajeer-235	112	21	in	in	ADP
ajeer-235	112	22	the	the	DET
ajeer-235	112	23	weak	weak	ADJ
ajeer-235	112	24	form	form	NOUN
ajeer-235	112	25	.	.	PUNCT
ajeer-235	113	1	also	also	ADV
ajeer-235	113	2	,	,	PUNCT
ajeer-235	113	3	emeh	emeh	NOUN
ajeer-235	113	4	and	and	CCONJ
ajeer-235	113	5	obi	obi	PROPN
ajeer-235	113	6	(	(	PUNCT
ajeer-235	113	7	2014	2014	NUM
ajeer-235	113	8	)	)	PUNCT
ajeer-235	113	9	evaluated	evaluate	VERB
ajeer-235	113	10	the	the	DET
ajeer-235	113	11	weak	weak	ADJ
ajeer-235	113	12	form	form	NOUN
ajeer-235	113	13	of	of	ADP
ajeer-235	113	14	efficient	efficient	ADJ
ajeer-235	113	15	market	market	NOUN
ajeer-235	113	16	hypothesis	hypothesis	NOUN
ajeer-235	113	17	from	from	ADP
ajeer-235	113	18	nigeria	nigeria	PROPN
ajeer-235	113	19	.	.	PUNCT
ajeer-235	114	1	unit	unit	NOUN
ajeer-235	114	2	root	root	PROPN
ajeer-235	114	3	test	test	NOUN
ajeer-235	114	4	and	and	CCONJ
ajeer-235	114	5	johnason	johnason	PROPN
ajeer-235	114	6	co	co	NOUN
ajeer-235	114	7	-	-	NOUN
ajeer-235	114	8	integration	integration	NOUN
ajeer-235	114	9	test	test	NOUN
ajeer-235	114	10	,	,	PUNCT
ajeer-235	114	11	the	the	DET
ajeer-235	114	12	finding	finding	NOUN
ajeer-235	114	13	shows	show	VERB
ajeer-235	114	14	that	that	SCONJ
ajeer-235	114	15	there	there	PRON
ajeer-235	114	16	exist	exist	VERB
ajeer-235	114	17	random	random	ADJ
ajeer-235	114	18	walk	walk	NOUN
ajeer-235	114	19	model	model	NOUN
ajeer-235	114	20	revealing	reveal	VERB
ajeer-235	114	21	inefficiency	inefficiency	NOUN
ajeer-235	114	22	in	in	ADP
ajeer-235	114	23	the	the	DET
ajeer-235	114	24	weak	weak	ADJ
ajeer-235	114	25	form	form	NOUN
ajeer-235	114	26	of	of	ADP
ajeer-235	114	27	the	the	DET
ajeer-235	114	28	market	market	NOUN
ajeer-235	114	29	.	.	PUNCT
ajeer-235	115	1	yacout	yacout	PROPN
ajeer-235	115	2	and	and	CCONJ
ajeer-235	115	3	samuels	samuels	PROPN
ajeer-235	115	4	(	(	PUNCT
ajeer-235	115	5	1981	1981	NUM
ajeer-235	115	6	)	)	PUNCT
ajeer-235	115	7	tested	test	VERB
ajeer-235	115	8	the	the	DET
ajeer-235	115	9	correlation	correlation	NOUN
ajeer-235	115	10	of	of	ADP
ajeer-235	115	11	weekly	weekly	ADJ
ajeer-235	115	12	prices	price	NOUN
ajeer-235	115	13	of	of	ADP
ajeer-235	115	14	21	21	NUM
ajeer-235	115	15	companies	company	NOUN
ajeer-235	115	16	quoted	quote	VERB
ajeer-235	115	17	at	at	ADP
ajeer-235	115	18	the	the	DET
ajeer-235	115	19	nigerian	nigerian	ADJ
ajeer-235	115	20	stock	stock	NOUN
ajeer-235	115	21	exchange	exchange	PROPN
ajeer-235	115	22	(	(	PUNCT
ajeer-235	115	23	nse	nse	NOUN
ajeer-235	115	24	)	)	PUNCT
ajeer-235	115	25	.	.	PUNCT
ajeer-235	116	1	the	the	DET
ajeer-235	116	2	result	result	NOUN
ajeer-235	116	3	revealed	reveal	VERB
ajeer-235	116	4	that	that	SCONJ
ajeer-235	116	5	the	the	DET
ajeer-235	116	6	price	price	NOUN
ajeer-235	116	7	follow	follow	VERB
ajeer-235	116	8	a	a	DET
ajeer-235	116	9	random	random	ADJ
ajeer-235	116	10	walk	walk	NOUN
ajeer-235	116	11	thus	thus	ADV
ajeer-235	116	12	confirming	confirm	VERB
ajeer-235	116	13	the	the	DET
ajeer-235	116	14	efficiency	efficiency	NOUN
ajeer-235	116	15	of	of	ADP
ajeer-235	116	16	the	the	DET
ajeer-235	116	17	market	market	NOUN
ajeer-235	116	18	.	.	PUNCT
ajeer-235	117	1	3	3	X
ajeer-235	117	2	.	.	X
ajeer-235	117	3	research	research	NOUN
ajeer-235	117	4	method	method	NOUN
ajeer-235	117	5	according	accord	VERB
ajeer-235	117	6	to	to	ADP
ajeer-235	117	7	fama	fama	PROPN
ajeer-235	117	8	(	(	PUNCT
ajeer-235	117	9	1965	1965	NUM
ajeer-235	117	10	)	)	PUNCT
ajeer-235	117	11	one	one	NUM
ajeer-235	117	12	of	of	ADP
ajeer-235	117	13	the	the	DET
ajeer-235	117	14	main	main	ADJ
ajeer-235	117	15	hypotheses	hypothesis	NOUN
ajeer-235	117	16	of	of	ADP
ajeer-235	117	17	random	random	ADJ
ajeer-235	117	18	walk	walk	NOUN
ajeer-235	117	19	is	be	AUX
ajeer-235	117	20	that	that	SCONJ
ajeer-235	117	21	successive	successive	ADJ
ajeer-235	117	22	price	price	NOUN
ajeer-235	117	23	changes	change	NOUN
ajeer-235	117	24	conform	conform	VERB
ajeer-235	117	25	to	to	ADP
ajeer-235	117	26	some	some	DET
ajeer-235	117	27	probability	probability	NOUN
ajeer-235	117	28	distribution	distribution	NOUN
ajeer-235	117	29	.	.	PUNCT
ajeer-235	118	1	3.1	3.1	NUM
ajeer-235	118	2	.	.	PUNCT
ajeer-235	118	3	model	model	NOUN
ajeer-235	118	4	specification	specification	NOUN
ajeer-235	118	5	the	the	DET
ajeer-235	118	6	study	study	NOUN
ajeer-235	118	7	adopts	adopt	VERB
ajeer-235	118	8	the	the	DET
ajeer-235	118	9	random	random	ADJ
ajeer-235	118	10	walk	walk	NOUN
ajeer-235	118	11	model	model	NOUN
ajeer-235	118	12	of	of	ADP
ajeer-235	118	13	lo	lo	PROPN
ajeer-235	118	14	and	and	CCONJ
ajeer-235	118	15	mackinlay	mackinlay	NOUN
ajeer-235	118	16	(	(	PUNCT
ajeer-235	118	17	1988	1988	NUM
ajeer-235	118	18	)	)	PUNCT
ajeer-235	118	19	which	which	PRON
ajeer-235	118	20	is	be	AUX
ajeer-235	118	21	specified	specify	VERB
ajeer-235	118	22	as	as	SCONJ
ajeer-235	118	23	follows	follow	VERB
ajeer-235	118	24	:	:	PUNCT
ajeer-235	118	25	spt	spt	PROPN
ajeer-235	118	26	=	=	SYM
ajeer-235	118	27	ƒ(spt-1	ƒ(spt-1	PROPN
ajeer-235	118	28	)	)	PUNCT
ajeer-235	118	29	(	(	PUNCT
ajeer-235	118	30	i	i	NOUN
ajeer-235	118	31	)	)	PUNCT
ajeer-235	118	32	spt	spt	PROPN
ajeer-235	118	33	=	=	PUNCT
ajeer-235	118	34	δ	δ	PROPN
ajeer-235	118	35	+	+	CCONJ
ajeer-235	118	36	αspt-1	αspt-1	NUM
ajeer-235	118	37	+	+	NUM
ajeer-235	118	38	µ	µ	X
ajeer-235	118	39	(	(	PUNCT
ajeer-235	118	40	ii	ii	NOUN
ajeer-235	118	41	)	)	PUNCT
ajeer-235	119	1	where	where	SCONJ
ajeer-235	119	2	:	:	PUNCT
ajeer-235	119	3	δ	δ	X
ajeer-235	119	4	=	=	PUNCT
ajeer-235	119	5	constant	constant	ADJ
ajeer-235	119	6	α	α	NOUN
ajeer-235	119	7	=	=	NOUN
ajeer-235	119	8	coefficient	coefficient	NOUN
ajeer-235	119	9	of	of	ADP
ajeer-235	119	10	past	past	ADJ
ajeer-235	119	11	stock	stock	NOUN
ajeer-235	119	12	price	price	NOUN
ajeer-235	119	13	spt	spt	NOUN
ajeer-235	119	14	=	=	SYM
ajeer-235	119	15	present	present	ADJ
ajeer-235	119	16	stock	stock	NOUN
ajeer-235	119	17	price	price	NOUN
ajeer-235	119	18	spt-1	spt-1	PUNCT
ajeer-235	119	19	=	=	PUNCT
ajeer-235	119	20	past	past	ADP
ajeer-235	119	21	stock	stock	NOUN
ajeer-235	119	22	price	price	NOUN
ajeer-235	119	23	µ	µ	NOUN
ajeer-235	119	24	=	=	SYM
ajeer-235	119	25	stochastic	stochastic	NOUN
ajeer-235	119	26	error	error	NOUN
ajeer-235	119	27	term	term	NOUN
ajeer-235	119	28	on	on	ADP
ajeer-235	119	29	a	a	DET
ajeer-235	119	30	priori	priori	ADV
ajeer-235	119	31	,	,	PUNCT
ajeer-235	119	32	changes	change	NOUN
ajeer-235	119	33	between	between	ADP
ajeer-235	119	34	present	present	ADJ
ajeer-235	119	35	stock	stock	NOUN
ajeer-235	119	36	price	price	NOUN
ajeer-235	119	37	and	and	CCONJ
ajeer-235	119	38	past	past	ADJ
ajeer-235	119	39	stock	stock	NOUN
ajeer-235	119	40	price	price	NOUN
ajeer-235	119	41	are	be	AUX
ajeer-235	119	42	expected	expect	VERB
ajeer-235	119	43	to	to	PART
ajeer-235	119	44	be	be	AUX
ajeer-235	119	45	non	non	ADJ
ajeer-235	119	46	-	-	ADJ
ajeer-235	119	47	stationary	stationary	ADJ
ajeer-235	119	48	and	and	CCONJ
ajeer-235	119	49	normally	normally	ADV
ajeer-235	119	50	distributed	distribute	VERB
ajeer-235	119	51	.	.	PUNCT
ajeer-235	120	1	3.2	3.2	NUM
ajeer-235	120	2	.	.	PUNCT
ajeer-235	120	3	estimation	estimation	NOUN
ajeer-235	120	4	technique	technique	NOUN
ajeer-235	120	5	in	in	ADP
ajeer-235	120	6	this	this	DET
ajeer-235	120	7	study	study	NOUN
ajeer-235	120	8	,	,	PUNCT
ajeer-235	120	9	the	the	DET
ajeer-235	120	10	statistical	statistical	ADJ
ajeer-235	120	11	tests	test	NOUN
ajeer-235	120	12	that	that	PRON
ajeer-235	120	13	are	be	AUX
ajeer-235	120	14	employed	employ	VERB
ajeer-235	120	15	include	include	VERB
ajeer-235	120	16	descriptive	descriptive	ADJ
ajeer-235	120	17	statistic	statistic	NOUN
ajeer-235	120	18	,	,	PUNCT
ajeer-235	120	19	unit	unit	NOUN
ajeer-235	120	20	root	root	NOUN
ajeer-235	120	21	test	test	NOUN
ajeer-235	120	22	,	,	PUNCT
ajeer-235	120	23	autocorrelation	autocorrelation	NOUN
ajeer-235	120	24	test	test	NOUN
ajeer-235	120	25	and	and	CCONJ
ajeer-235	120	26	variance	variance	NOUN
ajeer-235	120	27	ratio	ratio	NOUN
ajeer-235	120	28	tests	test	NOUN
ajeer-235	120	29	to	to	PART
ajeer-235	120	30	determine	determine	VERB
ajeer-235	120	31	the	the	DET
ajeer-235	120	32	dependency	dependency	NOUN
ajeer-235	120	33	among	among	ADP
ajeer-235	120	34	successive	successive	ADJ
ajeer-235	120	35	stock	stock	NOUN
ajeer-235	120	36	price	price	NOUN
ajeer-235	120	37	changes	change	NOUN
ajeer-235	120	38	.	.	PUNCT
ajeer-235	121	1	3.3	3.3	NUM
ajeer-235	121	2	.	.	PUNCT
ajeer-235	122	1	unit	unit	NOUN
ajeer-235	122	2	root	root	NOUN
ajeer-235	122	3	tests	test	NOUN
ajeer-235	122	4	unit	unit	NOUN
ajeer-235	122	5	root	root	NOUN
ajeer-235	122	6	is	be	AUX
ajeer-235	122	7	a	a	DET
ajeer-235	122	8	necessary	necessary	ADJ
ajeer-235	122	9	condition	condition	NOUN
ajeer-235	122	10	for	for	ADP
ajeer-235	122	11	random	random	ADJ
ajeer-235	122	12	walk	walk	NOUN
ajeer-235	122	13	.	.	PUNCT
ajeer-235	123	1	here	here	ADV
ajeer-235	123	2	series	series	NOUN
ajeer-235	123	3	of	of	ADP
ajeer-235	123	4	changes	change	NOUN
ajeer-235	123	5	in	in	ADP
ajeer-235	123	6	stock	stock	NOUN
ajeer-235	123	7	prices	price	NOUN
ajeer-235	123	8	are	be	AUX
ajeer-235	123	9	expected	expect	VERB
ajeer-235	123	10	to	to	PART
ajeer-235	123	11	have	have	VERB
ajeer-235	123	12	unit	unit	NOUN
ajeer-235	123	13	root	root	NOUN
ajeer-235	123	14	(	(	PUNCT
ajeer-235	123	15	non	non	ADJ
ajeer-235	123	16	-	-	ADJ
ajeer-235	123	17	stationary	stationary	ADJ
ajeer-235	123	18	)	)	PUNCT
ajeer-235	123	19	.	.	PUNCT
ajeer-235	124	1	for	for	ADP
ajeer-235	124	2	a	a	DET
ajeer-235	124	3	test	test	NOUN
ajeer-235	124	4	of	of	ADP
ajeer-235	124	5	unit	unit	NOUN
ajeer-235	124	6	root	root	NOUN
ajeer-235	124	7	,	,	PUNCT
ajeer-235	124	8	the	the	DET
ajeer-235	124	9	study	study	NOUN
ajeer-235	124	10	employs	employ	VERB
ajeer-235	124	11	augmented	augment	VERB
ajeer-235	124	12	dickey	dickey	NOUN
ajeer-235	124	13	-	-	PUNCT
ajeer-235	124	14	fuller	fuller	NOUN
ajeer-235	124	15	,	,	PUNCT
ajeer-235	124	16	phillips	phillip	NOUN
ajeer-235	124	17	-	-	PUNCT
ajeer-235	124	18	perron	perron	PROPN
ajeer-235	124	19	tests	test	NOUN
ajeer-235	124	20	and	and	CCONJ
ajeer-235	124	21	kpss	kpss	PROPN
ajeer-235	124	22	.	.	PUNCT
ajeer-235	125	1	asian	asian	ADJ
ajeer-235	125	2	journal	journal	PROPN
ajeer-235	125	3	of	of	ADP
ajeer-235	125	4	economics	economic	NOUN
ajeer-235	125	5	and	and	CCONJ
ajeer-235	125	6	empirical	empirical	ADJ
ajeer-235	125	7	research	research	NOUN
ajeer-235	125	8	,	,	PUNCT
ajeer-235	125	9	2017	2017	NUM
ajeer-235	125	10	,	,	PUNCT
ajeer-235	125	11	4(2	4(2	NUM
ajeer-235	125	12	):	):	PUNCT
ajeer-235	125	13	99	99	NUM
ajeer-235	125	14	-	-	SYM
ajeer-235	125	15	105	105	NUM
ajeer-235	125	16	102	102	NUM
ajeer-235	125	17	3.4	3.4	NUM
ajeer-235	125	18	.	.	PUNCT
ajeer-235	126	1	augmented	augment	VERB
ajeer-235	126	2	dickey	dickey	PROPN
ajeer-235	126	3	-	-	PUNCT
ajeer-235	126	4	fuller	full	ADJ
ajeer-235	126	5	tests	test	NOUN
ajeer-235	126	6	this	this	DET
ajeer-235	126	7	test	test	NOUN
ajeer-235	126	8	will	will	AUX
ajeer-235	126	9	be	be	AUX
ajeer-235	126	10	used	use	VERB
ajeer-235	126	11	to	to	PART
ajeer-235	126	12	achieve	achieve	VERB
ajeer-235	126	13	the	the	DET
ajeer-235	126	14	second	second	ADJ
ajeer-235	126	15	objective	objective	NOUN
ajeer-235	126	16	of	of	ADP
ajeer-235	126	17	the	the	DET
ajeer-235	126	18	study	study	NOUN
ajeer-235	126	19	.	.	PUNCT
ajeer-235	127	1	the	the	DET
ajeer-235	127	2	time	time	NOUN
ajeer-235	127	3	series	series	PROPN
ajeer-235	127	4	variables	variable	VERB
ajeer-235	127	5	characteristics	characteristic	NOUN
ajeer-235	127	6	and	and	CCONJ
ajeer-235	127	7	order	order	NOUN
ajeer-235	127	8	of	of	ADP
ajeer-235	127	9	stationarity	stationarity	NOUN
ajeer-235	127	10	will	will	AUX
ajeer-235	127	11	be	be	AUX
ajeer-235	127	12	determined	determine	VERB
ajeer-235	127	13	using	use	VERB
ajeer-235	127	14	the	the	DET
ajeer-235	127	15	adf	adf	NOUN
ajeer-235	127	16	and	and	CCONJ
ajeer-235	127	17	pp	pp	PROPN
ajeer-235	127	18	unit	unit	NOUN
ajeer-235	127	19	root	root	NOUN
ajeer-235	127	20	tests	test	NOUN
ajeer-235	127	21	developed	develop	VERB
ajeer-235	127	22	by	by	ADP
ajeer-235	127	23	phillips	phillip	NOUN
ajeer-235	127	24	and	and	CCONJ
ajeer-235	127	25	perron	perron	PROPN
ajeer-235	127	26	(	(	PUNCT
ajeer-235	127	27	1988	1988	NUM
ajeer-235	127	28	)	)	PUNCT
ajeer-235	127	29	.	.	PUNCT
ajeer-235	128	1	this	this	PRON
ajeer-235	128	2	is	be	AUX
ajeer-235	128	3	based	base	VERB
ajeer-235	128	4	on	on	ADP
ajeer-235	128	5	the	the	DET
ajeer-235	128	6	following	following	ADJ
ajeer-235	128	7	model	model	NOUN
ajeer-235	128	8	:	:	PUNCT
ajeer-235	128	9	t	t	PROPN
ajeer-235	128	10	m	m	VERB
ajeer-235	128	11	titt	titt	ADJ
ajeer-235	128	12	yyy	yyy	PROPN
ajeer-235	128	13			PROPN
ajeer-235	128	14			PROPN
ajeer-235	128	15			PROPN
ajeer-235	128	16			X
ajeer-235	128	17			NUM
ajeer-235	128	18			NUM
ajeer-235	128	19	1	1	NUM
ajeer-235	128	20	111	111	NUM
ajeer-235	128	21	(	(	PUNCT
ajeer-235	128	22	with	with	ADP
ajeer-235	128	23	intercept	intercept	NOUN
ajeer-235	128	24	)	)	PUNCT
ajeer-235	128	25	(	(	PUNCT
ajeer-235	128	26	iii	iii	X
ajeer-235	128	27	)	)	PUNCT
ajeer-235	129	1	t	t	PROPN
ajeer-235	129	2	m	m	VERB
ajeer-235	129	3	titt	titt	ADJ
ajeer-235	129	4	yyty	yyty	ADJ
ajeer-235	129	5			NOUN
ajeer-235	129	6			NOUN
ajeer-235	129	7			X
ajeer-235	129	8			X
ajeer-235	129	9			NUM
ajeer-235	129	10			NUM
ajeer-235	129	11	1	1	NUM
ajeer-235	129	12	1121	1121	NUM
ajeer-235	129	13	(	(	PUNCT
ajeer-235	129	14	with	with	ADP
ajeer-235	129	15	trend	trend	NOUN
ajeer-235	129	16	and	and	CCONJ
ajeer-235	129	17	intercept	intercept	NOUN
ajeer-235	129	18	)	)	PUNCT
ajeer-235	129	19	(	(	PUNCT
ajeer-235	129	20	iv	iv	X
ajeer-235	129	21	)	)	PUNCT
ajeer-235	129	22	where	where	SCONJ
ajeer-235	129	23	yt	yt	PROPN
ajeer-235	129	24	represents	represent	VERB
ajeer-235	129	25	the	the	DET
ajeer-235	129	26	values	value	NOUN
ajeer-235	129	27	of	of	ADP
ajeer-235	129	28	each	each	DET
ajeer-235	129	29	variable	variable	NOUN
ajeer-235	129	30	in	in	ADP
ajeer-235	129	31	the	the	DET
ajeer-235	129	32	two	two	NUM
ajeer-235	129	33	equations	equation	NOUN
ajeer-235	129	34	.	.	PUNCT
ajeer-235	130	1	the	the	DET
ajeer-235	130	2	t	t	PROPN
ajeer-235	130	3	-	-	PUNCT
ajeer-235	130	4	statistics	statistic	NOUN
ajeer-235	130	5	was	be	AUX
ajeer-235	130	6	used	use	VERB
ajeer-235	130	7	to	to	PART
ajeer-235	130	8	test	test	VERB
ajeer-235	130	9	the	the	DET
ajeer-235	130	10	null	null	ADJ
ajeer-235	130	11	hypothesis	hypothesis	NOUN
ajeer-235	130	12	of	of	ADP
ajeer-235	130	13	1	1	NUM
ajeer-235	130	14	=	=	SYM
ajeer-235	130	15	0	0	NUM
ajeer-235	130	16	(	(	PUNCT
ajeer-235	130	17	i.e.	i.e.	X
ajeer-235	130	18	no	no	DET
ajeer-235	130	19	stationary	stationary	NOUN
ajeer-235	130	20	)	)	PUNCT
ajeer-235	130	21	against	against	ADP
ajeer-235	130	22	the	the	DET
ajeer-235	130	23	alternative	alternative	NOUN
ajeer-235	130	24	that	that	DET
ajeer-235	130	25	1<0	1<0	NUM
ajeer-235	130	26	(	(	PUNCT
ajeer-235	130	27	i.e.	i.e.	X
ajeer-235	130	28	stationary	stationary	NOUN
ajeer-235	130	29	)	)	PUNCT
ajeer-235	130	30	.	.	PUNCT
ajeer-235	131	1	if	if	SCONJ
ajeer-235	131	2	the	the	DET
ajeer-235	131	3	series	series	NOUN
ajeer-235	131	4	were	be	AUX
ajeer-235	131	5	not	not	PART
ajeer-235	131	6	stationary	stationary	ADJ
ajeer-235	131	7	at	at	ADP
ajeer-235	131	8	level	level	NOUN
ajeer-235	131	9	,	,	PUNCT
ajeer-235	131	10	i.e.	i.e.	X
ajeer-235	131	11	i(0	i(0	PROPN
ajeer-235	131	12	)	)	PUNCT
ajeer-235	131	13	,	,	PUNCT
ajeer-235	131	14	it	it	PRON
ajeer-235	131	15	would	would	AUX
ajeer-235	131	16	be	be	AUX
ajeer-235	131	17	differenced	difference	VERB
ajeer-235	131	18	d	d	PROPN
ajeer-235	131	19	times	time	NOUN
ajeer-235	131	20	to	to	PART
ajeer-235	131	21	be	be	AUX
ajeer-235	131	22	stationary	stationary	ADJ
ajeer-235	131	23	and	and	CCONJ
ajeer-235	131	24	to	to	PART
ajeer-235	131	25	determine	determine	VERB
ajeer-235	131	26	its	its	PRON
ajeer-235	131	27	order	order	NOUN
ajeer-235	131	28	of	of	ADP
ajeer-235	131	29	integration	integration	NOUN
ajeer-235	131	30	.	.	PUNCT
ajeer-235	132	1	i.e	i.e	DET
ajeer-235	132	2	i(1	i(1	NOUN
ajeer-235	132	3	)	)	PUNCT
ajeer-235	132	4	or	or	CCONJ
ajeer-235	132	5	i(2	i(2	PROPN
ajeer-235	132	6	)	)	PUNCT
ajeer-235	132	7	3.5	3.5	NUM
ajeer-235	132	8	.	.	PUNCT
ajeer-235	133	1	phillips	phillips	PROPN
ajeer-235	133	2	-	-	PUNCT
ajeer-235	133	3	perron	perron	PROPN
ajeer-235	133	4	test	test	NOUN
ajeer-235	133	5	the	the	DET
ajeer-235	133	6	pp	pp	ADJ
ajeer-235	133	7	estimates	estimate	VERB
ajeer-235	133	8	the	the	DET
ajeer-235	133	9	non	non	ADJ
ajeer-235	133	10	-	-	ADJ
ajeer-235	133	11	augment	augment	ADJ
ajeer-235	133	12	df	df	NOUN
ajeer-235	133	13	test	test	NOUN
ajeer-235	133	14	.	.	PUNCT
ajeer-235	134	1	the	the	DET
ajeer-235	134	2	pp	pp	PROPN
ajeer-235	134	3	is	be	AUX
ajeer-235	134	4	based	base	VERB
ajeer-235	134	5	on	on	ADP
ajeer-235	134	6	the	the	DET
ajeer-235	134	7	statistic	statistic	NOUN
ajeer-235	134	8	;	;	PUNCT
ajeer-235	134	9	ũ	ũ	PROPN
ajeer-235	134	10	=	=	PUNCT
ajeer-235	134	11	(	(	PUNCT
ajeer-235	134	12	)	)	PUNCT
ajeer-235	134	13	½	½	NOUN
ajeer-235	134	14	(	(	PUNCT
ajeer-235	134	15	)	)	PUNCT
ajeer-235	134	16	(	(	PUNCT
ajeer-235	134	17	)	)	PUNCT
ajeer-235	134	18	(	(	PUNCT
ajeer-235	134	19	v	v	NOUN
ajeer-235	134	20	)	)	PUNCT
ajeer-235	134	21	where	where	SCONJ
ajeer-235	134	22	(	(	PUNCT
ajeer-235	134	23	)	)	PUNCT
ajeer-235	134	24	is	be	AUX
ajeer-235	134	25	the	the	DET
ajeer-235	134	26	estimate	estimate	NOUN
ajeer-235	134	27	,	,	PUNCT
ajeer-235	134	28	and	and	CCONJ
ajeer-235	134	29	the	the	DET
ajeer-235	134	30	t	t	PROPN
ajeer-235	134	31	-	-	PUNCT
ajeer-235	134	32	ratio	ratio	NOUN
ajeer-235	134	33	ratio	ratio	NOUN
ajeer-235	134	34	of	of	ADP
ajeer-235	134	35	,	,	PUNCT
ajeer-235	134	36	(	(	PUNCT
ajeer-235	134	37	)	)	PUNCT
ajeer-235	134	38	is	be	AUX
ajeer-235	134	39	coefficient	coefficient	NOUN
ajeer-235	134	40	standard	standard	ADJ
ajeer-235	134	41	error	error	NOUN
ajeer-235	134	42	,	,	PUNCT
ajeer-235	134	43	and	and	CCONJ
ajeer-235	134	44	is	be	AUX
ajeer-235	134	45	the	the	DET
ajeer-235	134	46	standard	standard	ADJ
ajeer-235	134	47	error	error	NOUN
ajeer-235	134	48	of	of	ADP
ajeer-235	134	49	the	the	DET
ajeer-235	134	50	test	test	NOUN
ajeer-235	134	51	regression	regression	NOUN
ajeer-235	134	52	.	.	PUNCT
ajeer-235	135	1	in	in	ADP
ajeer-235	135	2	addition	addition	NOUN
ajeer-235	135	3	,	,	PUNCT
ajeer-235	135	4	is	be	AUX
ajeer-235	135	5	a	a	DET
ajeer-235	135	6	consistent	consistent	ADJ
ajeer-235	135	7	estimate	estimate	NOUN
ajeer-235	135	8	of	of	ADP
ajeer-235	135	9	the	the	DET
ajeer-235	135	10	error	error	NOUN
ajeer-235	135	11	variance	variance	NOUN
ajeer-235	135	12	in	in	ADP
ajeer-235	135	13	the	the	DET
ajeer-235	135	14	equation	equation	NOUN
ajeer-235	135	15	.	.	PUNCT
ajeer-235	136	1	{	{	PUNCT
ajeer-235	136	2	calculated	calculate	VERB
ajeer-235	136	3	as	as	ADP
ajeer-235	136	4	(	(	PUNCT
ajeer-235	136	5	[	[	PUNCT
ajeer-235	136	6	]	]	X
ajeer-235	136	7	)	)	PUNCT
ajeer-235	136	8	,	,	PUNCT
ajeer-235	136	9	where	where	SCONJ
ajeer-235	136	10	is	be	AUX
ajeer-235	136	11	the	the	DET
ajeer-235	136	12	number	number	NOUN
ajeer-235	136	13	of	of	ADP
ajeer-235	136	14	regressors	regressor	NOUN
ajeer-235	136	15	)	)	PUNCT
ajeer-235	136	16	.	.	PUNCT
ajeer-235	137	1	the	the	DET
ajeer-235	137	2	remaining	remain	VERB
ajeer-235	137	3	term	term	NOUN
ajeer-235	137	4	,	,	PUNCT
ajeer-235	137	5	is	be	AUX
ajeer-235	137	6	an	an	DET
ajeer-235	137	7	estimator	estimator	NOUN
ajeer-235	137	8	of	of	ADP
ajeer-235	137	9	the	the	DET
ajeer-235	137	10	residual	residual	ADJ
ajeer-235	137	11	spectrum	spectrum	NOUN
ajeer-235	137	12	at	at	ADP
ajeer-235	137	13	frequency	frequency	NOUN
ajeer-235	137	14	zero	zero	NUM
ajeer-235	137	15	.	.	PUNCT
ajeer-235	138	1	3.6	3.6	NUM
ajeer-235	138	2	.	.	PUNCT
ajeer-235	138	3	kwiatkowski	kwiatkowski	PROPN
ajeer-235	138	4	,	,	PUNCT
ajeer-235	138	5	phillips	phillips	PROPN
ajeer-235	138	6	,	,	PUNCT
ajeer-235	138	7	schmidt	schmidt	NOUN
ajeer-235	138	8	and	and	CCONJ
ajeer-235	138	9	shin	shin	NOUN
ajeer-235	138	10	test	test	NOUN
ajeer-235	138	11	(	(	PUNCT
ajeer-235	138	12	kpss	kpss	PROPN
ajeer-235	138	13	)	)	PUNCT
ajeer-235	138	14	kpss	kpss	PROPN
ajeer-235	138	15	differs	differ	VERB
ajeer-235	138	16	from	from	ADP
ajeer-235	138	17	other	other	ADJ
ajeer-235	138	18	unit	unit	NOUN
ajeer-235	138	19	root	root	NOUN
ajeer-235	138	20	tests	test	NOUN
ajeer-235	138	21	in	in	ADP
ajeer-235	138	22	that	that	SCONJ
ajeer-235	138	23	the	the	DET
ajeer-235	138	24	series	series	NOUN
ajeer-235	138	25	yt	yt	PROPN
ajeer-235	138	26	is	be	AUX
ajeer-235	138	27	assumed	assume	VERB
ajeer-235	138	28	to	to	PART
ajeer-235	138	29	be	be	AUX
ajeer-235	138	30	trend	trend	NOUN
ajeer-235	138	31	stationary	stationary	ADV
ajeer-235	138	32	under	under	ADP
ajeer-235	138	33	the	the	DET
ajeer-235	138	34	null	null	ADJ
ajeer-235	138	35	hypothesis	hypothesis	NOUN
ajeer-235	138	36	such	such	ADJ
ajeer-235	138	37	that	that	SCONJ
ajeer-235	138	38	:	:	PUNCT
ajeer-235	138	39	=	=	PUNCT
ajeer-235	138	40	δ	δ	X
ajeer-235	138	41	+	+	CCONJ
ajeer-235	138	42	(	(	PUNCT
ajeer-235	138	43	vi	vi	X
ajeer-235	138	44	)	)	PUNCT
ajeer-235	138	45	the	the	DET
ajeer-235	138	46	statistic	statistic	NOUN
ajeer-235	138	47	is	be	AUX
ajeer-235	138	48	being	be	AUX
ajeer-235	138	49	defined	define	VERB
ajeer-235	138	50	as	as	ADP
ajeer-235	138	51	:	:	PUNCT
ajeer-235	138	52	lm	lm	INTJ
ajeer-235	138	53	=	=	PUNCT
ajeer-235	138	54	∑	∑	PUNCT
ajeer-235	138	55	(	(	PUNCT
ajeer-235	138	56	(	(	PUNCT
ajeer-235	138	57	)	)	PUNCT
ajeer-235	138	58	)	)	PUNCT
ajeer-235	138	59	(	(	PUNCT
ajeer-235	138	60	vii	vii	PROPN
ajeer-235	138	61	)	)	PUNCT
ajeer-235	138	62	where	where	SCONJ
ajeer-235	138	63	is	be	AUX
ajeer-235	138	64	an	an	DET
ajeer-235	138	65	estimator	estimator	NOUN
ajeer-235	138	66	of	of	ADP
ajeer-235	138	67	the	the	DET
ajeer-235	138	68	residual	residual	ADJ
ajeer-235	138	69	spectrum	spectrum	NOUN
ajeer-235	138	70	at	at	ADP
ajeer-235	138	71	frequency	frequency	NOUN
ajeer-235	138	72	zero	zero	NUM
ajeer-235	138	73	and	and	CCONJ
ajeer-235	138	74	where	where	SCONJ
ajeer-235	138	75	(	(	PUNCT
ajeer-235	138	76	)	)	PUNCT
ajeer-235	138	77	is	be	AUX
ajeer-235	138	78	a	a	DET
ajeer-235	138	79	cumulative	cumulative	ADJ
ajeer-235	138	80	residual	residual	ADJ
ajeer-235	138	81	function	function	NOUN
ajeer-235	138	82	.	.	PUNCT
ajeer-235	139	1	3.7	3.7	NUM
ajeer-235	139	2	.	.	PUNCT
ajeer-235	139	3	description	description	NOUN
ajeer-235	139	4	of	of	ADP
ajeer-235	139	5	data	datum	NOUN
ajeer-235	139	6	and	and	CCONJ
ajeer-235	139	7	sources	source	NOUN
ajeer-235	139	8	the	the	DET
ajeer-235	139	9	data	datum	NOUN
ajeer-235	139	10	used	use	VERB
ajeer-235	139	11	in	in	ADP
ajeer-235	139	12	this	this	DET
ajeer-235	139	13	study	study	NOUN
ajeer-235	139	14	are	be	AUX
ajeer-235	139	15	described	describe	VERB
ajeer-235	139	16	as	as	SCONJ
ajeer-235	139	17	follows	follow	VERB
ajeer-235	139	18	:	:	PUNCT
ajeer-235	139	19	spt	spt	ADJ
ajeer-235	139	20	=	=	PUNCT
ajeer-235	139	21	stock	stock	NOUN
ajeer-235	139	22	price	price	NOUN
ajeer-235	139	23	at	at	ADP
ajeer-235	139	24	time	time	NOUN
ajeer-235	139	25	it	it	PRON
ajeer-235	139	26	is	be	AUX
ajeer-235	139	27	used	use	VERB
ajeer-235	139	28	to	to	PART
ajeer-235	139	29	describe	describe	VERB
ajeer-235	139	30	present	present	ADJ
ajeer-235	139	31	change	change	NOUN
ajeer-235	139	32	in	in	ADP
ajeer-235	139	33	stock	stock	NOUN
ajeer-235	139	34	(	(	PUNCT
ajeer-235	139	35	i.e.	i.e.	X
ajeer-235	139	36	price	price	NOUN
ajeer-235	139	37	today	today	NOUN
ajeer-235	139	38	minus	minus	ADP
ajeer-235	139	39	price	price	NOUN
ajeer-235	139	40	yesterday	yesterday	NOUN
ajeer-235	139	41	)	)	PUNCT
ajeer-235	139	42	such	such	ADJ
ajeer-235	139	43	that	that	SCONJ
ajeer-235	139	44	:	:	PUNCT
ajeer-235	139	45	acce	acce	NOUN
ajeer-235	139	46	=	=	PUNCT
ajeer-235	139	47	today	today	NOUN
ajeer-235	139	48	yesterday	yesterday	NOUN
ajeer-235	139	49	stock	stock	NOUN
ajeer-235	139	50	price	price	NOUN
ajeer-235	139	51	of	of	ADP
ajeer-235	139	52	access	access	NOUN
ajeer-235	139	53	bank	bank	NOUN
ajeer-235	139	54	fide	fide	NOUN
ajeer-235	139	55	=	=	PUNCT
ajeer-235	139	56	today	today	NOUN
ajeer-235	139	57	yesterday	yesterday	NOUN
ajeer-235	139	58	stock	stock	NOUN
ajeer-235	139	59	price	price	NOUN
ajeer-235	139	60	of	of	ADP
ajeer-235	139	61	fidelity	fidelity	PROPN
ajeer-235	139	62	bank	bank	PROPN
ajeer-235	139	63	fcmb	fcmb	PROPN
ajeer-235	139	64	=	=	PUNCT
ajeer-235	139	65	today	today	NOUN
ajeer-235	139	66	yesterday	yesterday	NOUN
ajeer-235	139	67	stock	stock	NOUN
ajeer-235	139	68	price	price	NOUN
ajeer-235	139	69	of	of	ADP
ajeer-235	139	70	fcmb	fcmb	PROPN
ajeer-235	139	71	bank	bank	PROPN
ajeer-235	139	72	gtbb	gtbb	NOUN
ajeer-235	139	73	today	today	NOUN
ajeer-235	139	74	yesterday	yesterday	NOUN
ajeer-235	139	75	stock	stock	NOUN
ajeer-235	139	76	price	price	NOUN
ajeer-235	139	77	of	of	ADP
ajeer-235	139	78	gtb	gtb	NOUN
ajeer-235	139	79	stam	stam	NOUN
ajeer-235	139	80	today	today	NOUN
ajeer-235	139	81	yesterday	yesterday	NOUN
ajeer-235	139	82	stock	stock	NOUN
ajeer-235	139	83	price	price	NOUN
ajeer-235	139	84	of	of	ADP
ajeer-235	139	85	stanbic	stanbic	ADJ
ajeer-235	139	86	ibtc	ibtc	ADJ
ajeer-235	139	87	bank	bank	NOUN
ajeer-235	139	88	skye	skye	NOUN
ajeer-235	139	89	=	=	PUNCT
ajeer-235	139	90	today	today	NOUN
ajeer-235	139	91	yesterday	yesterday	NOUN
ajeer-235	139	92	stock	stock	NOUN
ajeer-235	139	93	price	price	NOUN
ajeer-235	139	94	of	of	ADP
ajeer-235	139	95	skye	skye	PROPN
ajeer-235	139	96	bank	bank	PROPN
ajeer-235	139	97	ster	ster	NOUN
ajeer-235	139	98	=	=	PUNCT
ajeer-235	139	99	today	today	NOUN
ajeer-235	139	100	yesterday	yesterday	NOUN
ajeer-235	139	101	stock	stock	NOUN
ajeer-235	139	102	price	price	NOUN
ajeer-235	139	103	of	of	ADP
ajeer-235	139	104	sterling	sterling	PROPN
ajeer-235	139	105	bank	bank	PROPN
ajeer-235	139	106	ubab	ubab	PROPN
ajeer-235	139	107	=	=	PUNCT
ajeer-235	139	108	today	today	NOUN
ajeer-235	139	109	yesterday	yesterday	NOUN
ajeer-235	139	110	stock	stock	NOUN
ajeer-235	139	111	price	price	NOUN
ajeer-235	139	112	of	of	ADP
ajeer-235	139	113	uba	uba	PROPN
ajeer-235	139	114	bank	bank	PROPN
ajeer-235	139	115	unio	unio	PROPN
ajeer-235	139	116	=	=	PUNCT
ajeer-235	139	117	today	today	NOUN
ajeer-235	139	118	yesterday	yesterday	NOUN
ajeer-235	139	119	stock	stock	NOUN
ajeer-235	139	120	price	price	NOUN
ajeer-235	139	121	of	of	ADP
ajeer-235	139	122	union	union	PROPN
ajeer-235	139	123	bank	bank	NOUN
ajeer-235	139	124	unit	unit	NOUN
ajeer-235	139	125	=	=	PUNCT
ajeer-235	139	126	today	today	NOUN
ajeer-235	139	127	yesterday	yesterday	NOUN
ajeer-235	139	128	stock	stock	NOUN
ajeer-235	139	129	price	price	NOUN
ajeer-235	139	130	of	of	ADP
ajeer-235	139	131	unity	unity	NOUN
ajeer-235	139	132	bank	bank	NOUN
ajeer-235	139	133	wema	wema	NOUN
ajeer-235	139	134	=	=	PUNCT
ajeer-235	139	135	today	today	NOUN
ajeer-235	139	136	yesterday	yesterday	NOUN
ajeer-235	139	137	stock	stock	NOUN
ajeer-235	139	138	price	price	NOUN
ajeer-235	139	139	of	of	ADP
ajeer-235	139	140	wema	wema	PROPN
ajeer-235	139	141	bank	bank	PROPN
ajeer-235	139	142	zeni	zeni	PROPN
ajeer-235	139	143	=	=	PUNCT
ajeer-235	139	144	today	today	NOUN
ajeer-235	139	145	yesterday	yesterday	NOUN
ajeer-235	139	146	stock	stock	NOUN
ajeer-235	139	147	price	price	NOUN
ajeer-235	139	148	of	of	ADP
ajeer-235	139	149	zenith	zenith	PROPN
ajeer-235	139	150	bank	bank	PROPN
ajeer-235	139	151	spt-1	spt-1	PUNCT
ajeer-235	139	152	=	=	PUNCT
ajeer-235	139	153	is	be	AUX
ajeer-235	139	154	the	the	DET
ajeer-235	139	155	present	present	ADJ
ajeer-235	139	156	stock	stock	NOUN
ajeer-235	139	157	price	price	NOUN
ajeer-235	139	158	lagged	lag	VERB
ajeer-235	139	159	by	by	ADP
ajeer-235	139	160	one	one	NUM
ajeer-235	139	161	period	period	NOUN
ajeer-235	139	162	.	.	PUNCT
ajeer-235	140	1	it	it	PRON
ajeer-235	140	2	is	be	AUX
ajeer-235	140	3	used	use	VERB
ajeer-235	140	4	to	to	PART
ajeer-235	140	5	represent	represent	VERB
ajeer-235	140	6	past	past	ADJ
ajeer-235	140	7	stock	stock	NOUN
ajeer-235	140	8	price	price	NOUN
ajeer-235	140	9	changes	change	NOUN
ajeer-235	140	10	i.e.	i.e.	X
ajeer-235	140	11	(	(	PUNCT
ajeer-235	140	12	price	price	NOUN
ajeer-235	140	13	yesterday	yesterday	NOUN
ajeer-235	140	14	minus	minus	ADP
ajeer-235	140	15	price	price	NOUN
ajeer-235	140	16	day	day	NOUN
ajeer-235	140	17	before	before	ADP
ajeer-235	140	18	yesterday	yesterday	NOUN
ajeer-235	140	19	)	)	PUNCT
ajeer-235	140	20	.	.	PUNCT
ajeer-235	141	1	these	these	DET
ajeer-235	141	2	data	datum	NOUN
ajeer-235	141	3	are	be	AUX
ajeer-235	141	4	obtained	obtain	VERB
ajeer-235	141	5	from	from	ADP
ajeer-235	141	6	secondary	secondary	ADJ
ajeer-235	141	7	sources	source	NOUN
ajeer-235	141	8	,	,	PUNCT
ajeer-235	141	9	namely	namely	ADV
ajeer-235	141	10	the	the	DET
ajeer-235	141	11	capital	capital	NOUN
ajeer-235	141	12	asset	asset	NOUN
ajeer-235	141	13	section	section	NOUN
ajeer-235	141	14	of	of	ADP
ajeer-235	141	15	nse	nse	NOUN
ajeer-235	141	16	fact	fact	NOUN
ajeer-235	141	17	book	book	NOUN
ajeer-235	141	18	4	4	NUM
ajeer-235	141	19	.	.	NOUN
ajeer-235	141	20	results	result	NOUN
ajeer-235	141	21	and	and	CCONJ
ajeer-235	141	22	discussions	discussion	NOUN
ajeer-235	141	23	a	a	DET
ajeer-235	141	24	stock	stock	NOUN
ajeer-235	141	25	market	market	NOUN
ajeer-235	141	26	is	be	AUX
ajeer-235	141	27	believed	believe	VERB
ajeer-235	141	28	to	to	PART
ajeer-235	141	29	follow	follow	VERB
ajeer-235	141	30	a	a	DET
ajeer-235	141	31	random	random	ADJ
ajeer-235	141	32	walk	walk	NOUN
ajeer-235	141	33	if	if	SCONJ
ajeer-235	141	34	changes	change	NOUN
ajeer-235	141	35	in	in	ADP
ajeer-235	141	36	stock	stock	NOUN
ajeer-235	141	37	prices	price	NOUN
ajeer-235	141	38	is	be	AUX
ajeer-235	141	39	non	non	ADJ
ajeer-235	141	40	-	-	ADJ
ajeer-235	141	41	stationary	stationary	ADJ
ajeer-235	141	42	and	and	CCONJ
ajeer-235	141	43	of	of	ADP
ajeer-235	141	44	normal	normal	ADJ
ajeer-235	141	45	distribution	distribution	NOUN
ajeer-235	141	46	.	.	PUNCT
ajeer-235	142	1	the	the	DET
ajeer-235	142	2	results	result	NOUN
ajeer-235	142	3	of	of	ADP
ajeer-235	142	4	the	the	DET
ajeer-235	142	5	descriptive	descriptive	ADJ
ajeer-235	142	6	analysis	analysis	NOUN
ajeer-235	142	7	used	use	VERB
ajeer-235	142	8	to	to	PART
ajeer-235	142	9	ascertain	ascertain	VERB
ajeer-235	142	10	the	the	DET
ajeer-235	142	11	normality	normality	NOUN
ajeer-235	142	12	of	of	ADP
ajeer-235	142	13	stock	stock	NOUN
ajeer-235	142	14	price	price	NOUN
ajeer-235	142	15	changes	change	NOUN
ajeer-235	142	16	is	be	AUX
ajeer-235	142	17	presented	present	VERB
ajeer-235	142	18	in	in	ADP
ajeer-235	142	19	table	table	NOUN
ajeer-235	142	20	1	1	NUM
ajeer-235	142	21	.	.	PUNCT
ajeer-235	142	22	table	table	NOUN
ajeer-235	142	23	1	1	NUM
ajeer-235	142	24	shows	show	VERB
ajeer-235	142	25	the	the	DET
ajeer-235	142	26	descriptive	descriptive	ADJ
ajeer-235	142	27	statistics	statistic	NOUN
ajeer-235	142	28	of	of	ADP
ajeer-235	142	29	the	the	DET
ajeer-235	142	30	data	data	NOUN
ajeer-235	142	31	series	series	NOUN
ajeer-235	142	32	used	use	VERB
ajeer-235	142	33	in	in	ADP
ajeer-235	142	34	the	the	DET
ajeer-235	142	35	current	current	ADJ
ajeer-235	142	36	study	study	NOUN
ajeer-235	142	37	.	.	PUNCT
ajeer-235	143	1	acce	acce	NOUN
ajeer-235	143	2	averaged	average	VERB
ajeer-235	143	3	0.0002and	0.0002and	NUM
ajeer-235	143	4	vary	vary	VERB
ajeer-235	143	5	from	from	ADP
ajeer-235	143	6	a	a	DET
ajeer-235	143	7	minimum	minimum	NOUN
ajeer-235	143	8	of	of	ADP
ajeer-235	143	9	-1.4	-1.4	NUM
ajeer-235	143	10	to	to	ADP
ajeer-235	143	11	a	a	DET
ajeer-235	143	12	maximum	maximum	NOUN
ajeer-235	143	13	of	of	ADP
ajeer-235	143	14	1.2	1.2	NUM
ajeer-235	143	15	.	.	PUNCT
ajeer-235	144	1	diam	diam	PROPN
ajeer-235	144	2	,	,	PUNCT
ajeer-235	144	3	fide	fide	ADJ
ajeer-235	144	4	,	,	PUNCT
ajeer-235	144	5	fcmb	fcmb	PROPN
ajeer-235	144	6	,	,	PUNCT
ajeer-235	144	7	gtbb	gtbb	NOUN
ajeer-235	144	8	,	,	PUNCT
ajeer-235	144	9	stam	stam	NOUN
ajeer-235	144	10	,	,	PUNCT
ajeer-235	144	11	skye	skye	NOUN
ajeer-235	144	12	,	,	PUNCT
ajeer-235	144	13	ster	ster	NOUN
ajeer-235	144	14	,	,	PUNCT
ajeer-235	144	15	ubab	ubab	PROPN
ajeer-235	144	16	,	,	PUNCT
ajeer-235	144	17	unio	unio	PROPN
ajeer-235	144	18	,	,	PUNCT
ajeer-235	144	19	unit	unit	NOUN
ajeer-235	144	20	,	,	PUNCT
ajeer-235	144	21	wema	wema	NOUN
ajeer-235	144	22	and	and	CCONJ
ajeer-235	144	23	zeni	zeni	PROPN
ajeer-235	144	24	.	.	PROPN
ajeer-235	144	25	has	have	VERB
ajeer-235	144	26	a	a	DET
ajeer-235	144	27	mean	mean	NOUN
ajeer-235	144	28	of	of	ADP
ajeer-235	144	29	0.0012	0.0012	NUM
ajeer-235	144	30	,	,	PUNCT
ajeer-235	144	31	0.00029	0.00029	NUM
ajeer-235	144	32	,	,	PUNCT
ajeer-235	144	33	0.00088	0.00088	NUM
ajeer-235	144	34	,	,	PUNCT
ajeer-235	144	35	0.00338	0.00338	NUM
ajeer-235	144	36	,	,	PUNCT
ajeer-235	144	37	0.00234	0.00234	NUM
ajeer-235	144	38	,	,	PUNCT
ajeer-235	144	39	0.012125	0.012125	NUM
ajeer-235	144	40	,	,	PUNCT
ajeer-235	144	41	0.00077	0.00077	NUM
ajeer-235	144	42	,	,	PUNCT
ajeer-235	144	43	0.0118	0.0118	NUM
ajeer-235	144	44	,	,	PUNCT
ajeer-235	144	45	0.00784	0.00784	NUM
ajeer-235	144	46	,	,	PUNCT
ajeer-235	144	47	0.00133	0.00133	NUM
ajeer-235	144	48	,	,	PUNCT
ajeer-235	144	49	0.00121	0.00121	NUM
ajeer-235	144	50	and	and	CCONJ
ajeer-235	144	51	0.00326	0.00326	NUM
ajeer-235	144	52	ranges	range	NOUN
ajeer-235	144	53	from	from	ADP
ajeer-235	144	54	a	a	DET
ajeer-235	144	55	minimum	minimum	NOUN
ajeer-235	144	56	of	of	ADP
ajeer-235	144	57	-22.86	-22.86	PROPN
ajeer-235	144	58	,	,	PUNCT
ajeer-235	144	59	-13.79	-13.79	PROPN
ajeer-235	144	60	,	,	PUNCT
ajeer-235	144	61	-4.75	-4.75	NUM
ajeer-235	144	62	,	,	PUNCT
ajeer-235	144	63	-11.88	-11.88	PROPN
ajeer-235	144	64	,	,	PUNCT
ajeer-235	144	65	-10.02	-10.02	PROPN
ajeer-235	144	66	,	,	PUNCT
ajeer-235	144	67	16.38	16.38	NUM
ajeer-235	144	68	,	,	PUNCT
ajeer-235	144	69	-2.32	-2.32	ADJ
ajeer-235	144	70	,	,	PUNCT
ajeer-235	144	71	-19.17	-19.17	PROPN
ajeer-235	144	72	,	,	PUNCT
ajeer-235	144	73	-12.6	-12.6	PROPN
ajeer-235	144	74	,	,	PUNCT
ajeer-235	144	75	-5.59	-5.59	NUM
ajeer-235	144	76	,	,	PUNCT
ajeer-235	144	77	-13.4	-13.4	NOUN
ajeer-235	144	78	and-23.45	and-23.45	PROPN
ajeer-235	144	79	to	to	ADP
ajeer-235	144	80	a	a	DET
ajeer-235	144	81	maximum	maximum	NOUN
ajeer-235	144	82	of	of	ADP
ajeer-235	144	83	22.76	22.76	NUM
ajeer-235	144	84	,	,	PUNCT
ajeer-235	144	85	22.51	22.51	NUM
ajeer-235	144	86	,	,	PUNCT
ajeer-235	144	87	4.6	4.6	NUM
ajeer-235	144	88	,	,	PUNCT
ajeer-235	144	89	13.38	13.38	NUM
ajeer-235	144	90	,	,	PUNCT
ajeer-235	144	91	8.95	8.95	NUM
ajeer-235	144	92	,	,	PUNCT
ajeer-235	144	93	17.49	17.49	NUM
ajeer-235	144	94	,	,	PUNCT
ajeer-235	144	95	2.26	2.26	NUM
ajeer-235	144	96	,	,	PUNCT
ajeer-235	144	97	6.44	6.44	NUM
ajeer-235	144	98	,	,	PUNCT
ajeer-235	144	99	9.47	9.47	NUM
ajeer-235	144	100	,	,	PUNCT
ajeer-235	144	101	5.32	5.32	NUM
ajeer-235	144	102	,	,	PUNCT
ajeer-235	144	103	13.4	13.4	NUM
ajeer-235	144	104	and	and	CCONJ
ajeer-235	144	105	13.72	13.72	NUM
ajeer-235	144	106	respectively	respectively	ADV
ajeer-235	144	107	.	.	PUNCT
ajeer-235	145	1	the	the	DET
ajeer-235	145	2	p	p	NOUN
ajeer-235	145	3	-	-	PUNCT
ajeer-235	145	4	value	value	NOUN
ajeer-235	145	5	of	of	ADP
ajeer-235	145	6	jarque	jarque	NOUN
ajeer-235	145	7	-	-	PUNCT
ajeer-235	145	8	bera	bera	NOUN
ajeer-235	145	9	statistics	statistic	NOUN
ajeer-235	145	10	are	be	AUX
ajeer-235	145	11	less	less	ADJ
ajeer-235	145	12	than	than	ADP
ajeer-235	145	13	5	5	NUM
ajeer-235	145	14	%	%	NOUN
ajeer-235	145	15	which	which	PRON
ajeer-235	145	16	implies	imply	VERB
ajeer-235	145	17	a	a	DET
ajeer-235	145	18	rejection	rejection	NOUN
ajeer-235	145	19	of	of	ADP
ajeer-235	145	20	null	null	ADJ
ajeer-235	145	21	hypothesis	hypothesis	NOUN
ajeer-235	145	22	of	of	ADP
ajeer-235	145	23	normality	normality	NOUN
ajeer-235	145	24	at	at	ADP
ajeer-235	145	25	1	1	NUM
ajeer-235	145	26	%	%	NOUN
ajeer-235	145	27	significance	significance	NOUN
ajeer-235	145	28	level	level	NOUN
ajeer-235	145	29	.	.	PUNCT
ajeer-235	146	1	it	it	PRON
ajeer-235	146	2	means	mean	VERB
ajeer-235	146	3	that	that	DET
ajeer-235	146	4	acce	acce	NOUN
ajeer-235	146	5	,	,	PUNCT
ajeer-235	146	6	diam	diam	PROPN
ajeer-235	146	7	,	,	PUNCT
ajeer-235	146	8	fide	fide	ADJ
ajeer-235	146	9	,	,	PUNCT
ajeer-235	146	10	fcmb	fcmb	PROPN
ajeer-235	146	11	,	,	PUNCT
ajeer-235	146	12	gtbb	gtbb	NOUN
ajeer-235	146	13	,	,	PUNCT
ajeer-235	146	14	stam	stam	NOUN
ajeer-235	146	15	,	,	PUNCT
ajeer-235	146	16	skye	skye	NOUN
ajeer-235	146	17	,	,	PUNCT
ajeer-235	146	18	ster	ster	NOUN
ajeer-235	146	19	,	,	PUNCT
ajeer-235	146	20	ubab	ubab	PROPN
ajeer-235	146	21	,	,	PUNCT
ajeer-235	146	22	unio	unio	PROPN
ajeer-235	146	23	,	,	PUNCT
ajeer-235	146	24	unit	unit	NOUN
ajeer-235	146	25	,	,	PUNCT
ajeer-235	146	26	wema	wema	NOUN
ajeer-235	146	27	and	and	CCONJ
ajeer-235	146	28	zeni	zeni	NOUN
ajeer-235	146	29	are	be	AUX
ajeer-235	146	30	not	not	PART
ajeer-235	146	31	normally	normally	ADV
ajeer-235	146	32	distributed	distribute	VERB
ajeer-235	146	33	.	.	PUNCT
ajeer-235	147	1	the	the	DET
ajeer-235	147	2	statistics	statistic	NOUN
ajeer-235	147	3	for	for	ADP
ajeer-235	147	4	kurtosis	kurtosis	NOUN
ajeer-235	147	5	shows	show	VERB
ajeer-235	147	6	that	that	SCONJ
ajeer-235	147	7	diam	diam	PROPN
ajeer-235	147	8	,	,	PUNCT
ajeer-235	147	9	fide	fide	ADJ
ajeer-235	147	10	,	,	PUNCT
ajeer-235	147	11	fcmb	fcmb	PROPN
ajeer-235	147	12	,	,	PUNCT
ajeer-235	147	13	gtbb	gtbb	NOUN
ajeer-235	147	14	,	,	PUNCT
ajeer-235	147	15	stam	stam	NOUN
ajeer-235	147	16	,	,	PUNCT
ajeer-235	147	17	skye	skye	NOUN
ajeer-235	147	18	,	,	PUNCT
ajeer-235	147	19	ster	ster	NOUN
ajeer-235	147	20	,	,	PUNCT
ajeer-235	147	21	ubab	ubab	PROPN
ajeer-235	147	22	,	,	PUNCT
ajeer-235	147	23	unio	unio	PROPN
ajeer-235	147	24	,	,	PUNCT
ajeer-235	147	25	unit	unit	NOUN
ajeer-235	147	26	,	,	PUNCT
ajeer-235	147	27	wema	wema	NOUN
ajeer-235	147	28	and	and	CCONJ
ajeer-235	147	29	zeni	zeni	NOUN
ajeer-235	147	30	are	be	AUX
ajeer-235	147	31	leptokurtic	leptokurtic	ADJ
ajeer-235	147	32	since	since	SCONJ
ajeer-235	147	33	their	their	PRON
ajeer-235	147	34	distribution	distribution	NOUN
ajeer-235	147	35	are	be	AUX
ajeer-235	147	36	peaked	peak	VERB
ajeer-235	147	37	relative	relative	ADJ
ajeer-235	147	38	to	to	ADP
ajeer-235	147	39	normal	normal	ADJ
ajeer-235	147	40	.	.	PUNCT
ajeer-235	148	1	the	the	DET
ajeer-235	148	2	statistics	statistic	NOUN
ajeer-235	148	3	for	for	ADP
ajeer-235	148	4	skewness	skewness	NOUN
ajeer-235	148	5	asian	asian	PROPN
ajeer-235	148	6	journal	journal	PROPN
ajeer-235	148	7	of	of	ADP
ajeer-235	148	8	economics	economic	NOUN
ajeer-235	148	9	and	and	CCONJ
ajeer-235	148	10	empirical	empirical	ADJ
ajeer-235	148	11	research	research	NOUN
ajeer-235	148	12	,	,	PUNCT
ajeer-235	148	13	2017	2017	NUM
ajeer-235	148	14	,	,	PUNCT
ajeer-235	148	15	4(2	4(2	NUM
ajeer-235	148	16	):	):	PUNCT
ajeer-235	148	17	99	99	NUM
ajeer-235	148	18	-	-	SYM
ajeer-235	148	19	105	105	NUM
ajeer-235	148	20	103	103	NUM
ajeer-235	148	21	shows	show	NOUN
ajeer-235	148	22	that	that	SCONJ
ajeer-235	148	23	all	all	DET
ajeer-235	148	24	acce	acce	NOUN
ajeer-235	148	25	,	,	PUNCT
ajeer-235	148	26	diam	diam	PROPN
ajeer-235	148	27	,	,	PUNCT
ajeer-235	148	28	fcmb	fcmb	PROPN
ajeer-235	148	29	,	,	PUNCT
ajeer-235	148	30	gtbb	gtbb	PROPN
ajeer-235	148	31	,	,	PUNCT
ajeer-235	148	32	ubab	ubab	PROPN
ajeer-235	148	33	,	,	PUNCT
ajeer-235	148	34	unio	unio	PROPN
ajeer-235	148	35	,	,	PUNCT
ajeer-235	148	36	wema	wema	NOUN
ajeer-235	148	37	and	and	CCONJ
ajeer-235	148	38	zeni	zeni	NOUN
ajeer-235	148	39	were	be	AUX
ajeer-235	148	40	negatively	negatively	ADV
ajeer-235	148	41	skewed	skewed	ADJ
ajeer-235	148	42	while	while	SCONJ
ajeer-235	148	43	fide	fide	ADJ
ajeer-235	148	44	,	,	PUNCT
ajeer-235	148	45	stam	stam	NOUN
ajeer-235	148	46	,	,	PUNCT
ajeer-235	148	47	skye	skye	NOUN
ajeer-235	148	48	,	,	PUNCT
ajeer-235	148	49	ster	ster	NOUN
ajeer-235	148	50	,	,	PUNCT
ajeer-235	148	51	and	and	CCONJ
ajeer-235	148	52	unity	unity	NOUN
ajeer-235	148	53	are	be	AUX
ajeer-235	148	54	positively	positively	ADV
ajeer-235	148	55	skewed	skewed	ADJ
ajeer-235	148	56	.	.	PUNCT
ajeer-235	149	1	table-1	table-1	PRON
ajeer-235	149	2	.	.	PUNCT
ajeer-235	149	3	descriptive	descriptive	ADJ
ajeer-235	149	4	statistics	statistic	NOUN
ajeer-235	149	5	mean	mean	VERB
ajeer-235	149	6	maxi	maxi	ADJ
ajeer-235	149	7	mini	mini	ADJ
ajeer-235	149	8	std	std	PROPN
ajeer-235	149	9	.	.	PROPN
ajeer-235	150	1	dev	dev	PROPN
ajeer-235	150	2	.	.	PROPN
ajeer-235	150	3	skewness	skewness	PROPN
ajeer-235	150	4	kurtosis	kurtosis	VERB
ajeer-235	150	5	jarque	jarque	NOUN
ajeer-235	150	6	-	-	PUNCT
ajeer-235	150	7	bera	bera	NOUN
ajeer-235	150	8	rob	rob	PROPN
ajeer-235	150	9	observ	observ	PROPN
ajeer-235	150	10	.	.	PROPN
ajeer-235	151	1	acce	acce	NOUN
ajeer-235	151	2	-0.00021	-0.00021	NOUN
ajeer-235	151	3	1.2	1.2	NUM
ajeer-235	151	4	-1.4	-1.4	NUM
ajeer-235	151	5	0.289114	0.289114	NUM
ajeer-235	151	6	-0.13035	-0.13035	VERB
ajeer-235	151	7	5.868646	5.868646	NUM
ajeer-235	151	8	652.3593	652.3593	NUM
ajeer-235	151	9	0.00	0.00	NUM
ajeer-235	151	10	1887	1887	NUM
ajeer-235	151	11	diam	diam	PROPN
ajeer-235	151	12	-0.0012	-0.0012	NOUN
ajeer-235	151	13	22.76	22.76	NUM
ajeer-235	151	14	-22.86	-22.86	NUM
ajeer-235	151	15	0.803235	0.803235	NUM
ajeer-235	151	16	-0.11285	-0.11285	NOUN
ajeer-235	152	1	690.9823	690.9823	NUM
ajeer-235	152	2	37214760	37214760	NUM
ajeer-235	152	3	0.00	0.00	NUM
ajeer-235	152	4	1887	1887	NUM
ajeer-235	152	5	fide	fide	NOUN
ajeer-235	152	6	-0.00029	-0.00029	NOUN
ajeer-235	152	7	22.51	22.51	NUM
ajeer-235	152	8	-13.79	-13.79	NUM
ajeer-235	152	9	0.825933	0.825933	NUM
ajeer-235	152	10	10.10152	10.10152	NUM
ajeer-235	152	11	416.2998	416.2998	NUM
ajeer-235	152	12	13462555	13462555	NUM
ajeer-235	152	13	0.00	0.00	NUM
ajeer-235	152	14	1887	1887	NUM
ajeer-235	152	15	fcmb	fcmb	NOUN
ajeer-235	152	16	-0.00088	-0.00088	PROPN
ajeer-235	153	1	4.6	4.6	NUM
ajeer-235	153	2	-4.75	-4.75	NUM
ajeer-235	153	3	0.297327	0.297327	NUM
ajeer-235	153	4	-0.54223	-0.54223	PROPN
ajeer-235	153	5	95.72956	95.72956	NUM
ajeer-235	154	1	676170.8	676170.8	NUM
ajeer-235	154	2	0.00	0.00	NUM
ajeer-235	154	3	1887	1887	NUM
ajeer-235	154	4	gtb	gtb	NOUN
ajeer-235	154	5	0.003381	0.003381	NUM
ajeer-235	154	6	13.38	13.38	NUM
ajeer-235	154	7	-11.88	-11.88	PROPN
ajeer-235	154	8	0.741046	0.741046	NUM
ajeer-235	154	9	-0.10617	-0.10617	NOUN
ajeer-235	154	10	103.6356	103.6356	NUM
ajeer-235	154	11	796280	796280	NUM
ajeer-235	154	12	0.00	0.00	NUM
ajeer-235	154	13	1887	1887	NUM
ajeer-235	154	14	stam	stam	NOUN
ajeer-235	154	15	-0.00234	-0.00234	NOUN
ajeer-235	154	16	8.95	8.95	NUM
ajeer-235	154	17	-10.02	-10.02	NUM
ajeer-235	154	18	0.491746	0.491746	NUM
ajeer-235	154	19	0.961407	0.961407	NUM
ajeer-235	154	20	195.6611	195.6611	NUM
ajeer-235	154	21	2918717	2918717	NUM
ajeer-235	154	22	0.00	0.00	NUM
ajeer-235	154	23	1887	1887	NUM
ajeer-235	154	24	skye	skye	NOUN
ajeer-235	154	25	0.012125	0.012125	NUM
ajeer-235	154	26	17.49	17.49	NUM
ajeer-235	154	27	-16.38	-16.38	PROPN
ajeer-235	154	28	0.786781	0.786781	NUM
ajeer-235	154	29	0.630416	0.630416	NUM
ajeer-235	154	30	295.4806	295.4806	NUM
ajeer-235	154	31	6726091	6726091	NUM
ajeer-235	154	32	0.00	0.00	NUM
ajeer-235	154	33	1887	1887	NUM
ajeer-235	154	34	ster	ster	NOUN
ajeer-235	154	35	-0.00077	-0.00077	PROPN
ajeer-235	154	36	2.26	2.26	NUM
ajeer-235	154	37	-2.32	-2.32	NUM
ajeer-235	154	38	0.139317	0.139317	NUM
ajeer-235	154	39	0.295989	0.295989	NUM
ajeer-235	154	40	99.87715	99.87715	NUM
ajeer-235	154	41	737937.5	737937.5	NUM
ajeer-235	154	42	0.00	0.00	NUM
ajeer-235	154	43	1887	1887	NUM
ajeer-235	154	44	ubab	ubab	PROPN
ajeer-235	154	45	-0.0118	-0.0118	NOUN
ajeer-235	154	46	6.44	6.44	NUM
ajeer-235	154	47	-19.17	-19.17	PROPN
ajeer-235	154	48	0.742066	0.742066	NUM
ajeer-235	154	49	-9.28936	-9.28936	NOUN
ajeer-235	154	50	251.389	251.389	NUM
ajeer-235	154	51	4878075	4878075	NUM
ajeer-235	154	52	0.00	0.00	NUM
ajeer-235	154	53	1887	1887	NUM
ajeer-235	154	54	unio	unio	PROPN
ajeer-235	154	55	-0.00784	-0.00784	NOUN
ajeer-235	154	56	9.47	9.47	NUM
ajeer-235	154	57	-12.6	-12.6	NUM
ajeer-235	154	58	0.737305	0.737305	NUM
ajeer-235	154	59	-2.50881	-2.50881	NOUN
ajeer-235	155	1	100.2811	100.2811	NUM
ajeer-235	155	2	746056.7	746056.7	NUM
ajeer-235	155	3	0.00	0.00	NUM
ajeer-235	155	4	1887	1887	NUM
ajeer-235	155	5	unit	unit	NOUN
ajeer-235	155	6	-0.00133	-0.00133	VERB
ajeer-235	155	7	5.32	5.32	NUM
ajeer-235	155	8	-5.59	-5.59	NUM
ajeer-235	155	9	0.276318	0.276318	NUM
ajeer-235	155	10	4.354445	4.354445	NUM
ajeer-235	155	11	254.5712	254.5712	NUM
ajeer-235	155	12	4981986	4981986	NUM
ajeer-235	155	13	0.00	0.00	NUM
ajeer-235	155	14	1887	1887	NUM
ajeer-235	155	15	wema	wema	NOUN
ajeer-235	155	16	-0.00121	-0.00121	NOUN
ajeer-235	156	1	13.4	13.4	NUM
ajeer-235	156	2	-13.4	-13.4	NOUN
ajeer-235	156	3	0.645295	0.645295	NUM
ajeer-235	156	4	-0.20856	-0.20856	NOUN
ajeer-235	156	5	371.1329	371.1329	NUM
ajeer-235	156	6	10655420	10655420	NUM
ajeer-235	156	7	0.00	0.00	NUM
ajeer-235	156	8	1887	1887	NUM
ajeer-235	156	9	zeni	zeni	PROPN
ajeer-235	156	10	-0.00326	-0.00326	PROPN
ajeer-235	156	11	13.72	13.72	NUM
ajeer-235	156	12	-23.45	-23.45	NUM
ajeer-235	156	13	1.082186	1.082186	NUM
ajeer-235	156	14	-5.33067	-5.33067	NOUN
ajeer-235	156	15	185.0033	185.0033	NUM
ajeer-235	156	16	2613406	2613406	NUM
ajeer-235	156	17	0.00	0.00	NUM
ajeer-235	156	18	1887	1887	NUM
ajeer-235	156	19	source	source	NOUN
ajeer-235	156	20	:	:	PUNCT
ajeer-235	156	21	author	author	NOUN
ajeer-235	156	22	’s	’s	PART
ajeer-235	156	23	computation	computation	NOUN
ajeer-235	156	24	(	(	PUNCT
ajeer-235	156	25	2016	2016	NUM
ajeer-235	156	26	)	)	PUNCT
ajeer-235	156	27	4.1	4.1	NUM
ajeer-235	156	28	.	.	PUNCT
ajeer-235	157	1	unit	unit	NOUN
ajeer-235	157	2	root	root	NOUN
ajeer-235	157	3	tests	test	NOUN
ajeer-235	157	4	since	since	SCONJ
ajeer-235	157	5	a	a	DET
ajeer-235	157	6	unit	unit	NOUN
ajeer-235	157	7	root	root	NOUN
ajeer-235	157	8	is	be	AUX
ajeer-235	157	9	a	a	DET
ajeer-235	157	10	necessary	necessary	ADJ
ajeer-235	157	11	condition	condition	NOUN
ajeer-235	157	12	for	for	ADP
ajeer-235	157	13	a	a	DET
ajeer-235	157	14	random	random	ADJ
ajeer-235	157	15	walk	walk	NOUN
ajeer-235	157	16	,	,	PUNCT
ajeer-235	157	17	the	the	DET
ajeer-235	157	18	augmented	augment	VERB
ajeer-235	157	19	dickey	dickey	PROPN
ajeer-235	157	20	-	-	PUNCT
ajeer-235	157	21	fuller	full	ADJ
ajeer-235	157	22	test	test	NOUN
ajeer-235	157	23	is	be	AUX
ajeer-235	157	24	used	use	VERB
ajeer-235	157	25	to	to	PART
ajeer-235	157	26	test	test	VERB
ajeer-235	157	27	the	the	DET
ajeer-235	157	28	null	null	ADJ
ajeer-235	157	29	hypothesis	hypothesis	NOUN
ajeer-235	157	30	of	of	ADP
ajeer-235	157	31	a	a	DET
ajeer-235	157	32	unit	unit	NOUN
ajeer-235	157	33	root	root	NOUN
ajeer-235	157	34	.	.	PUNCT
ajeer-235	158	1	the	the	DET
ajeer-235	158	2	results	result	NOUN
ajeer-235	158	3	of	of	ADP
ajeer-235	158	4	augmented	augment	VERB
ajeer-235	158	5	dickey	dickey	NOUN
ajeer-235	158	6	-	-	PUNCT
ajeer-235	158	7	fuller	fuller	NOUN
ajeer-235	158	8	for	for	ADP
ajeer-235	158	9	a	a	DET
ajeer-235	158	10	unit	unit	NOUN
ajeer-235	158	11	root	root	NOUN
ajeer-235	158	12	in	in	ADP
ajeer-235	158	13	stock	stock	NOUN
ajeer-235	158	14	price	price	NOUN
ajeer-235	158	15	changes	change	NOUN
ajeer-235	158	16	are	be	AUX
ajeer-235	158	17	presented	present	VERB
ajeer-235	158	18	in	in	ADP
ajeer-235	158	19	table	table	NOUN
ajeer-235	158	20	2	2	NUM
ajeer-235	158	21	.	.	PUNCT
ajeer-235	159	1	table-2	table-2	NUM
ajeer-235	159	2	.	.	NOUN
ajeer-235	159	3	unit	unit	NOUN
ajeer-235	159	4	root	root	PROPN
ajeer-235	159	5	test	test	NOUN
ajeer-235	159	6	:	:	PUNCT
ajeer-235	159	7	adf	adf	PROPN
ajeer-235	159	8	variables	variables	PROPN
ajeer-235	159	9	adf	adf	PROPN
ajeer-235	159	10	test	test	PROPN
ajeer-235	159	11	statistics	statistic	NOUN
ajeer-235	159	12	makinnon	makinnon	VERB
ajeer-235	159	13	critical	critical	ADJ
ajeer-235	159	14	value	value	NOUN
ajeer-235	159	15	@	@	ADP
ajeer-235	159	16	5	5	NUM
ajeer-235	159	17	%	%	NOUN
ajeer-235	159	18	prob	prob	NOUN
ajeer-235	159	19	.	.	PUNCT
ajeer-235	160	1	conclusion	conclusion	NOUN
ajeer-235	160	2	acces	acce	NOUN
ajeer-235	160	3	-36.75468	-36.75468	PUNCT
ajeer-235	160	4	-2.862869	-2.862869	NOUN
ajeer-235	160	5	0.0000	0.0000	NUM
ajeer-235	160	6	reject	reject	VERB
ajeer-235	160	7	diam	diam	PROPN
ajeer-235	160	8	-33.31875	-33.31875	PUNCT
ajeer-235	160	9	-2.862871	-2.862871	PROPN
ajeer-235	161	1	0.0000	0.0000	NUM
ajeer-235	161	2	reject	reject	VERB
ajeer-235	161	3	fide	fide	X
ajeer-235	161	4	-31.26660	-31.26660	PUNCT
ajeer-235	161	5	-2.862871	-2.862871	PROPN
ajeer-235	162	1	0.0000	0.0000	PROPN
ajeer-235	162	2	reject	reject	VERB
ajeer-235	162	3	fcmb	fcmb	PROPN
ajeer-235	162	4	-47.21351	-47.21351	PUNCT
ajeer-235	162	5	-2.862869	-2.862869	PROPN
ajeer-235	162	6	0.0001	0.0001	NUM
ajeer-235	162	7	reject	reject	PROPN
ajeer-235	162	8	gtbb	gtbb	PROPN
ajeer-235	162	9	-41.69622	-41.69622	PUNCT
ajeer-235	162	10	-2.862869	-2.862869	PROPN
ajeer-235	162	11	0.0000	0.0000	NUM
ajeer-235	162	12	reject	reject	NOUN
ajeer-235	162	13	stam	stam	NOUN
ajeer-235	162	14	-39.93105	-39.93105	PUNCT
ajeer-235	162	15	-2.862869	-2.862869	PROPN
ajeer-235	162	16	0.0000	0.0000	PROPN
ajeer-235	162	17	reject	reject	VERB
ajeer-235	162	18	skye	skye	PROPN
ajeer-235	162	19	-37.27772	-37.27772	PUNCT
ajeer-235	162	20	-2.862870	-2.862870	PROPN
ajeer-235	162	21	0.0000	0.0000	NUM
ajeer-235	162	22	reject	reject	VERB
ajeer-235	162	23	ster	ster	NOUN
ajeer-235	162	24	-44.45369	-44.45369	PUNCT
ajeer-235	162	25	-2.862869	-2.862869	PROPN
ajeer-235	162	26	0.0001	0.0001	NUM
ajeer-235	162	27	reject	reject	PROPN
ajeer-235	162	28	ubab	ubab	PROPN
ajeer-235	162	29	-37.66112	-37.66112	PUNCT
ajeer-235	162	30	-2.862869	-2.862869	PROPN
ajeer-235	162	31	0.0000	0.0000	NUM
ajeer-235	162	32	reject	reject	VERB
ajeer-235	162	33	unio	unio	PROPN
ajeer-235	162	34	-41.53341	-41.53341	PUNCT
ajeer-235	162	35	-2.862869	-2.862869	PROPN
ajeer-235	162	36	0.0000	0.0000	NUM
ajeer-235	162	37	reject	reject	NOUN
ajeer-235	162	38	unit	unit	NOUN
ajeer-235	162	39	-19.79650	-19.79650	SYM
ajeer-235	162	40	-2.862872	-2.862872	NOUN
ajeer-235	163	1	0.0000	0.0000	NUM
ajeer-235	163	2	reject	reject	VERB
ajeer-235	163	3	wema	wema	NOUN
ajeer-235	163	4	-35.10079	-35.10079	PUNCT
ajeer-235	163	5	-2.862871	-2.862871	PROPN
ajeer-235	163	6	0.0000	0.0000	PROPN
ajeer-235	163	7	reject	reject	VERB
ajeer-235	163	8	zeni	zeni	ADJ
ajeer-235	163	9	-51.04354	-51.04354	PUNCT
ajeer-235	163	10	-3.433617	-3.433617	PROPN
ajeer-235	163	11	0.0001	0.0001	NUM
ajeer-235	163	12	reject	reject	PROPN
ajeer-235	163	13	source	source	NOUN
ajeer-235	163	14	:	:	PUNCT
ajeer-235	163	15	author	author	NOUN
ajeer-235	163	16	’s	’s	PART
ajeer-235	163	17	computation	computation	NOUN
ajeer-235	163	18	(	(	PUNCT
ajeer-235	163	19	2016	2016	NUM
ajeer-235	163	20	)	)	PUNCT
ajeer-235	163	21	the	the	DET
ajeer-235	163	22	hypothesis	hypothesis	NOUN
ajeer-235	163	23	for	for	ADP
ajeer-235	163	24	the	the	DET
ajeer-235	163	25	adf	adf	NOUN
ajeer-235	163	26	is	be	AUX
ajeer-235	163	27	that	that	SCONJ
ajeer-235	163	28	the	the	DET
ajeer-235	163	29	null	null	ADJ
ajeer-235	163	30	hypothesis	hypothesis	NOUN
ajeer-235	163	31	claims	claim	VERB
ajeer-235	163	32	that	that	SCONJ
ajeer-235	163	33	a	a	DET
ajeer-235	163	34	unit	unit	NOUN
ajeer-235	163	35	root	root	NOUN
ajeer-235	163	36	is	be	AUX
ajeer-235	163	37	present	present	ADJ
ajeer-235	163	38	(	(	PUNCT
ajeer-235	163	39	i.e	i.e	DET
ajeer-235	163	40	series	series	NOUN
ajeer-235	163	41	are	be	AUX
ajeer-235	163	42	not	not	PART
ajeer-235	163	43	stationary	stationary	ADJ
ajeer-235	163	44	)	)	PUNCT
ajeer-235	163	45	.	.	PUNCT
ajeer-235	164	1	the	the	DET
ajeer-235	164	2	more	more	ADV
ajeer-235	164	3	negative	negative	ADJ
ajeer-235	164	4	the	the	DET
ajeer-235	164	5	test	test	NOUN
ajeer-235	164	6	statistic	statistic	NOUN
ajeer-235	164	7	is	be	AUX
ajeer-235	164	8	,	,	PUNCT
ajeer-235	164	9	the	the	DET
ajeer-235	164	10	stronger	strong	ADJ
ajeer-235	164	11	is	be	AUX
ajeer-235	164	12	the	the	DET
ajeer-235	164	13	probability	probability	NOUN
ajeer-235	164	14	of	of	ADP
ajeer-235	164	15	rejecting	reject	VERB
ajeer-235	164	16	the	the	DET
ajeer-235	164	17	null	null	ADJ
ajeer-235	164	18	hypothesis	hypothesis	NOUN
ajeer-235	164	19	;	;	PUNCT
ajeer-235	164	20	that	that	SCONJ
ajeer-235	164	21	there	there	PRON
ajeer-235	164	22	is	be	VERB
ajeer-235	164	23	a	a	DET
ajeer-235	164	24	unit	unit	NOUN
ajeer-235	164	25	root	root	NOUN
ajeer-235	164	26	at	at	ADP
ajeer-235	164	27	the	the	DET
ajeer-235	164	28	given	give	VERB
ajeer-235	164	29	level	level	NOUN
ajeer-235	164	30	of	of	ADP
ajeer-235	164	31	confidence	confidence	NOUN
ajeer-235	164	32	.	.	PUNCT
ajeer-235	165	1	table	table	NOUN
ajeer-235	165	2	4.3.1	4.3.1	NUM
ajeer-235	165	3	shows	show	VERB
ajeer-235	165	4	that	that	SCONJ
ajeer-235	165	5	the	the	DET
ajeer-235	165	6	test	test	NOUN
ajeer-235	165	7	statistics	statistic	NOUN
ajeer-235	165	8	are	be	AUX
ajeer-235	165	9	all	all	ADV
ajeer-235	165	10	above	above	ADP
ajeer-235	165	11	the	the	DET
ajeer-235	165	12	critical	critical	ADJ
ajeer-235	165	13	limits	limit	NOUN
ajeer-235	165	14	at	at	ADP
ajeer-235	165	15	5	5	NUM
ajeer-235	165	16	%	%	NOUN
ajeer-235	165	17	,	,	PUNCT
ajeer-235	165	18	for	for	ADP
ajeer-235	165	19	acce(36.75468	acce(36.75468	PROPN
ajeer-235	165	20	>	>	X
ajeer-235	165	21	2.862869	2.862869	NUM
ajeer-235	165	22	)	)	PUNCT
ajeer-235	165	23	,	,	PUNCT
ajeer-235	165	24	diam	diam	PROPN
ajeer-235	165	25	(	(	PUNCT
ajeer-235	165	26	33.31875	33.31875	NUM
ajeer-235	165	27	>	>	X
ajeer-235	165	28	2.862871	2.862871	NUM
ajeer-235	165	29	)	)	PUNCT
ajeer-235	165	30	,	,	PUNCT
ajeer-235	165	31	fide(31.26660	fide(31.26660	PROPN
ajeer-235	165	32	>	>	X
ajeer-235	165	33	2.862871	2.862871	NUM
ajeer-235	165	34	)	)	PUNCT
ajeer-235	165	35	,	,	PUNCT
ajeer-235	165	36	fcmb(47.21351	fcmb(47.21351	NOUN
ajeer-235	165	37	>	>	X
ajeer-235	165	38	2.862869	2.862869	NUM
ajeer-235	165	39	)	)	PUNCT
ajeer-235	165	40	,	,	PUNCT
ajeer-235	165	41	gtbb(41.69622	gtbb(41.69622	PROPN
ajeer-235	165	42	>	>	X
ajeer-235	165	43	2.862869	2.862869	NUM
ajeer-235	165	44	)	)	PUNCT
ajeer-235	165	45	,	,	PUNCT
ajeer-235	165	46	stam(39.93105	stam(39.93105	NOUN
ajeer-235	165	47	>	>	X
ajeer-235	165	48	2.862869	2.862869	NUM
ajeer-235	165	49	)	)	PUNCT
ajeer-235	165	50	,	,	PUNCT
ajeer-235	165	51	skye(37.27772>2.862870	skye(37.27772>2.862870	PROPN
ajeer-235	165	52	)	)	PUNCT
ajeer-235	165	53	,	,	PUNCT
ajeer-235	165	54	ster(44.45369	ster(44.45369	PROPN
ajeer-235	165	55	>	>	X
ajeer-235	165	56	2.862869	2.862869	NUM
ajeer-235	165	57	)	)	PUNCT
ajeer-235	165	58	,	,	PUNCT
ajeer-235	165	59	ubab(37.66112	ubab(37.66112	PROPN
ajeer-235	165	60	>	>	X
ajeer-235	165	61	2.862869	2.862869	NUM
ajeer-235	165	62	)	)	PUNCT
ajeer-235	165	63	,	,	PUNCT
ajeer-235	165	64	unio(41.53341	unio(41.53341	PROPN
ajeer-235	165	65	>	>	X
ajeer-235	165	66	2.862869	2.862869	NUM
ajeer-235	165	67	)	)	PUNCT
ajeer-235	165	68	,	,	PUNCT
ajeer-235	165	69	unit	unit	NOUN
ajeer-235	165	70	(	(	PUNCT
ajeer-235	165	71	19.79650	19.79650	NUM
ajeer-235	165	72	>	>	SYM
ajeer-235	165	73	2.862872	2.862872	NUM
ajeer-235	165	74	)	)	PUNCT
ajeer-235	165	75	,	,	PUNCT
ajeer-235	165	76	wema(35.10079	wema(35.10079	PROPN
ajeer-235	165	77	>	>	X
ajeer-235	165	78	2.862871	2.862871	NUM
ajeer-235	165	79	)	)	PUNCT
ajeer-235	165	80	and	and	CCONJ
ajeer-235	165	81	zeni(51.04354	zeni(51.04354	PROPN
ajeer-235	165	82	>	>	X
ajeer-235	165	83	3.433617	3.433617	NUM
ajeer-235	165	84	)	)	PUNCT
ajeer-235	165	85	.	.	PUNCT
ajeer-235	166	1	the	the	DET
ajeer-235	166	2	adf	adf	PROPN
ajeer-235	166	3	tests	test	NOUN
ajeer-235	166	4	reject	reject	VERB
ajeer-235	166	5	a	a	DET
ajeer-235	166	6	unit	unit	NOUN
ajeer-235	166	7	root	root	NOUN
ajeer-235	166	8	at	at	ADP
ajeer-235	166	9	the	the	DET
ajeer-235	166	10	5	5	NUM
ajeer-235	166	11	%	%	NOUN
ajeer-235	166	12	significance	significance	NOUN
ajeer-235	166	13	level	level	NOUN
ajeer-235	166	14	,	,	PUNCT
ajeer-235	166	15	therefore	therefore	ADV
ajeer-235	166	16	,	,	PUNCT
ajeer-235	166	17	we	we	PRON
ajeer-235	166	18	reject	reject	VERB
ajeer-235	166	19	null	null	ADJ
ajeer-235	166	20	hypothesis	hypothesis	NOUN
ajeer-235	166	21	of	of	ADP
ajeer-235	166	22	unit	unit	NOUN
ajeer-235	166	23	roots	root	NOUN
ajeer-235	166	24	against	against	ADP
ajeer-235	166	25	the	the	DET
ajeer-235	166	26	alternative	alternative	NOUN
ajeer-235	166	27	of	of	ADP
ajeer-235	166	28	stationarity	stationarity	NOUN
ajeer-235	166	29	at	at	ADP
ajeer-235	166	30	level	level	NOUN
ajeer-235	166	31	.	.	PUNCT
ajeer-235	167	1	in	in	ADP
ajeer-235	167	2	order	order	NOUN
ajeer-235	167	3	to	to	PART
ajeer-235	167	4	increase	increase	VERB
ajeer-235	167	5	the	the	DET
ajeer-235	167	6	robustness	robustness	NOUN
ajeer-235	167	7	of	of	ADP
ajeer-235	167	8	the	the	DET
ajeer-235	167	9	tests	test	NOUN
ajeer-235	167	10	,	,	PUNCT
ajeer-235	167	11	the	the	DET
ajeer-235	167	12	phillips	phillips	PROPN
ajeer-235	167	13	-	-	PUNCT
ajeer-235	167	14	perron	perron	PROPN
ajeer-235	167	15	and	and	CCONJ
ajeer-235	167	16	the	the	DET
ajeer-235	167	17	kpss	kpss	PROPN
ajeer-235	167	18	tests	test	NOUN
ajeer-235	167	19	are	be	AUX
ajeer-235	167	20	carried	carry	VERB
ajeer-235	167	21	out	out	ADP
ajeer-235	167	22	.	.	PUNCT
ajeer-235	168	1	the	the	DET
ajeer-235	168	2	hypothesis	hypothesis	NOUN
ajeer-235	168	3	for	for	ADP
ajeer-235	168	4	the	the	DET
ajeer-235	168	5	adf	adf	NOUN
ajeer-235	168	6	and	and	CCONJ
ajeer-235	168	7	the	the	DET
ajeer-235	168	8	phillips	phillips	PROPN
ajeer-235	168	9	-	-	PUNCT
ajeer-235	168	10	perron	perron	PROPN
ajeer-235	168	11	are	be	AUX
ajeer-235	168	12	the	the	DET
ajeer-235	168	13	same	same	ADJ
ajeer-235	168	14	.	.	PUNCT
ajeer-235	169	1	the	the	DET
ajeer-235	169	2	test	test	NOUN
ajeer-235	169	3	result	result	NOUN
ajeer-235	169	4	for	for	ADP
ajeer-235	169	5	pp	pp	ADV
ajeer-235	169	6	is	be	AUX
ajeer-235	169	7	presented	present	VERB
ajeer-235	169	8	in	in	ADP
ajeer-235	169	9	table	table	NOUN
ajeer-235	169	10	3	3	NUM
ajeer-235	169	11	.	.	X
ajeer-235	170	1	table-3	table-3	NUM
ajeer-235	170	2	.	.	PUNCT
ajeer-235	170	3	unit	unit	NOUN
ajeer-235	170	4	root	root	PROPN
ajeer-235	170	5	test	test	NOUN
ajeer-235	170	6	pp	pp	ADP
ajeer-235	170	7	variables	variable	NOUN
ajeer-235	170	8	pp	pp	ADP
ajeer-235	170	9	test	test	PROPN
ajeer-235	170	10	statistics	statistic	NOUN
ajeer-235	170	11	makinnon	makinnon	VERB
ajeer-235	170	12	critical	critical	ADJ
ajeer-235	170	13	value	value	NOUN
ajeer-235	170	14	@	@	ADP
ajeer-235	170	15	5	5	NUM
ajeer-235	170	16	%	%	NOUN
ajeer-235	170	17	prob	prob	NOUN
ajeer-235	170	18	.	.	PUNCT
ajeer-235	171	1	conclusion	conclusion	NOUN
ajeer-235	171	2	acces	acce	NOUN
ajeer-235	171	3	-36.53841	-36.53841	PUNCT
ajeer-235	171	4	-2.862869	-2.862869	PROPN
ajeer-235	171	5	0.0000	0.0000	NUM
ajeer-235	171	6	reject	reject	VERB
ajeer-235	171	7	diam	diam	PROPN
ajeer-235	171	8	-77.72028	-77.72028	PUNCT
ajeer-235	171	9	-2.862869	-2.862869	PROPN
ajeer-235	171	10	0.0001	0.0001	NUM
ajeer-235	171	11	reject	reject	VERB
ajeer-235	171	12	fide	fide	ADJ
ajeer-235	171	13	-56.14167	-56.14167	PUNCT
ajeer-235	171	14	-2.862869	-2.862869	NOUN
ajeer-235	171	15	0.0001	0.0001	NUM
ajeer-235	171	16	reject	reject	PROPN
ajeer-235	171	17	fcmb	fcmb	PROPN
ajeer-235	171	18	-47.16359	-47.16359	ADV
ajeer-235	171	19	-2.862869	-2.862869	PROPN
ajeer-235	171	20	0.0001	0.0001	NUM
ajeer-235	171	21	reject	reject	PROPN
ajeer-235	171	22	gtbb	gtbb	PROPN
ajeer-235	171	23	-41.68274	-41.68274	PUNCT
ajeer-235	171	24	-2.862869	-2.862869	PROPN
ajeer-235	171	25	0.0000	0.0000	NUM
ajeer-235	171	26	reject	reject	NOUN
ajeer-235	171	27	stam	stam	NOUN
ajeer-235	171	28	-39.86895	-39.86895	PUNCT
ajeer-235	171	29	-2.862869	-2.862869	NOUN
ajeer-235	171	30	0.0000	0.0000	NUM
ajeer-235	171	31	reject	reject	VERB
ajeer-235	171	32	skye	skye	PROPN
ajeer-235	171	33	-56.98352	-56.98352	PUNCT
ajeer-235	171	34	-2.862869	-2.862869	PROPN
ajeer-235	171	35	0.0001	0.0001	NUM
ajeer-235	171	36	reject	reject	PROPN
ajeer-235	171	37	ster	ster	PROPN
ajeer-235	171	38	-44.45286	-44.45286	PUNCT
ajeer-235	171	39	-2.862869	-2.862869	PROPN
ajeer-235	171	40	0.0001	0.0001	NUM
ajeer-235	171	41	reject	reject	PROPN
ajeer-235	171	42	ubab	ubab	PROPN
ajeer-235	171	43	-37.78229	-37.78229	PUNCT
ajeer-235	171	44	-2.862869	-2.862869	PROPN
ajeer-235	171	45	0.0000	0.0000	PROPN
ajeer-235	171	46	reject	reject	VERB
ajeer-235	171	47	unio	unio	PROPN
ajeer-235	171	48	-41.51167	-41.51167	PUNCT
ajeer-235	171	49	-2.862869	-2.862869	PROPN
ajeer-235	171	50	0.0000	0.0000	NUM
ajeer-235	171	51	reject	reject	PROPN
ajeer-235	171	52	unit	unit	NOUN
ajeer-235	171	53	-62.44460	-62.44460	SYM
ajeer-235	171	54	-2.862869	-2.862869	PROPN
ajeer-235	171	55	0.0001	0.0001	NUM
ajeer-235	171	56	reject	reject	NOUN
ajeer-235	171	57	wema	wema	NOUN
ajeer-235	171	58	-81.03781	-81.03781	SYM
ajeer-235	171	59	-2.862869	-2.862869	NOUN
ajeer-235	171	60	0.0001	0.0001	NUM
ajeer-235	171	61	reject	reject	PROPN
ajeer-235	171	62	zeni	zeni	PROPN
ajeer-235	171	63	-51.63814	-51.63814	PUNCT
ajeer-235	171	64	-2.862869	-2.862869	NOUN
ajeer-235	171	65	0.0001	0.0001	NUM
ajeer-235	171	66	reject	reject	PROPN
ajeer-235	171	67	source	source	NOUN
ajeer-235	171	68	:	:	PUNCT
ajeer-235	171	69	author	author	NOUN
ajeer-235	171	70	’s	’s	PART
ajeer-235	171	71	computation	computation	NOUN
ajeer-235	171	72	(	(	PUNCT
ajeer-235	171	73	2016	2016	NUM
ajeer-235	171	74	)	)	PUNCT
ajeer-235	171	75	using	use	VERB
ajeer-235	171	76	e	e	NOUN
ajeer-235	171	77	-	-	NOUN
ajeer-235	171	78	view	view	ADJ
ajeer-235	171	79	statistical	statistical	ADJ
ajeer-235	171	80	package	package	NOUN
ajeer-235	171	81	,	,	PUNCT
ajeer-235	171	82	version	version	NOUN
ajeer-235	171	83	7.0	7.0	NUM
ajeer-235	171	84	table	table	NOUN
ajeer-235	171	85	3	3	NUM
ajeer-235	171	86	shows	show	VERB
ajeer-235	171	87	that	that	SCONJ
ajeer-235	171	88	the	the	DET
ajeer-235	171	89	test	test	NOUN
ajeer-235	171	90	statistics	statistic	NOUN
ajeer-235	171	91	are	be	AUX
ajeer-235	171	92	all	all	ADV
ajeer-235	171	93	above	above	ADP
ajeer-235	171	94	the	the	DET
ajeer-235	171	95	critical	critical	ADJ
ajeer-235	171	96	limits	limit	NOUN
ajeer-235	171	97	at	at	ADP
ajeer-235	171	98	5	5	NUM
ajeer-235	171	99	%	%	NOUN
ajeer-235	171	100	,	,	PUNCT
ajeer-235	171	101	for	for	ADP
ajeer-235	171	102	acces	acce	NOUN
ajeer-235	171	103	(	(	PUNCT
ajeer-235	171	104	-36.53841	-36.53841	SYM
ajeer-235	171	105	>	>	X
ajeer-235	171	106	-2.862869	-2.862869	NOUN
ajeer-235	171	107	)	)	PUNCT
ajeer-235	171	108	,	,	PUNCT
ajeer-235	171	109	diam	diam	PROPN
ajeer-235	171	110	(	(	PUNCT
ajeer-235	171	111	-77.72028	-77.72028	PUNCT
ajeer-235	171	112	>	>	X
ajeer-235	171	113	-2.862869	-2.862869	NOUN
ajeer-235	171	114	)	)	PUNCT
ajeer-235	171	115	,	,	PUNCT
ajeer-235	171	116	fide(-56.14167	fide(-56.14167	X
ajeer-235	171	117	>	>	X
ajeer-235	171	118	-2.862869	-2.862869	PROPN
ajeer-235	171	119	)	)	PUNCT
ajeer-235	171	120	,	,	PUNCT
ajeer-235	171	121	fcmb(-47.16359	fcmb(-47.16359	X
ajeer-235	171	122	>	>	X
ajeer-235	171	123	-2.862869	-2.862869	PROPN
ajeer-235	171	124	)	)	PUNCT
ajeer-235	171	125	,	,	PUNCT
ajeer-235	171	126	gtbb(-41.68274	gtbb(-41.68274	X
ajeer-235	171	127	>	>	X
ajeer-235	171	128	-2.862869	-2.862869	NOUN
ajeer-235	171	129	)	)	PUNCT
ajeer-235	171	130	,	,	PUNCT
ajeer-235	171	131	stam(-39.86895	stam(-39.86895	PROPN
ajeer-235	171	132	>	>	X
ajeer-235	171	133	-2.862869	-2.862869	PROPN
ajeer-235	171	134	)	)	PUNCT
ajeer-235	171	135	,	,	PUNCT
ajeer-235	171	136	skye(-56.98352>-2.862869	skye(-56.98352>-2.862869	NOUN
ajeer-235	171	137	)	)	PUNCT
ajeer-235	171	138	,	,	PUNCT
ajeer-235	171	139	ster(-44.45286	ster(-44.45286	PROPN
ajeer-235	171	140	>	>	X
ajeer-235	171	141	-2.862869	-2.862869	NOUN
ajeer-235	171	142	)	)	PUNCT
ajeer-235	171	143	,	,	PUNCT
ajeer-235	171	144	asian	asian	ADJ
ajeer-235	171	145	journal	journal	NOUN
ajeer-235	171	146	of	of	ADP
ajeer-235	171	147	economics	economic	NOUN
ajeer-235	171	148	and	and	CCONJ
ajeer-235	171	149	empirical	empirical	ADJ
ajeer-235	171	150	research	research	NOUN
ajeer-235	171	151	,	,	PUNCT
ajeer-235	171	152	2017	2017	NUM
ajeer-235	171	153	,	,	PUNCT
ajeer-235	171	154	4(2	4(2	NUM
ajeer-235	171	155	):	):	PUNCT
ajeer-235	171	156	99	99	NUM
ajeer-235	171	157	-	-	SYM
ajeer-235	171	158	105	105	NUM
ajeer-235	171	159	104	104	NUM
ajeer-235	171	160	ubab(-37.78229	ubab(-37.78229	PUNCT
ajeer-235	171	161	>	>	X
ajeer-235	171	162	-2.862869	-2.862869	PROPN
ajeer-235	171	163	)	)	PUNCT
ajeer-235	171	164	,	,	PUNCT
ajeer-235	171	165	unio(-41.51167	unio(-41.51167	PROPN
ajeer-235	171	166	>	>	X
ajeer-235	171	167	-2.862869	-2.862869	NOUN
ajeer-235	171	168	)	)	PUNCT
ajeer-235	171	169	,	,	PUNCT
ajeer-235	171	170	unit	unit	NOUN
ajeer-235	171	171	(	(	PUNCT
ajeer-235	171	172	-62.44460	-62.44460	NUM
ajeer-235	171	173	>	>	X
ajeer-235	171	174	-2.862869	-2.862869	PROPN
ajeer-235	171	175	)	)	PUNCT
ajeer-235	171	176	,	,	PUNCT
ajeer-235	171	177	wema(-81.03781	wema(-81.03781	X
ajeer-235	171	178	>	>	X
ajeer-235	171	179	-2.862869	-2.862869	NOUN
ajeer-235	171	180	)	)	PUNCT
ajeer-235	171	181	and	and	CCONJ
ajeer-235	171	182	zeni(-51.63814	zeni(-51.63814	PROPN
ajeer-235	171	183	>	>	X
ajeer-235	171	184	-2.862869	-2.862869	PROPN
ajeer-235	171	185	)	)	PUNCT
ajeer-235	171	186	.	.	PUNCT
ajeer-235	172	1	the	the	DET
ajeer-235	172	2	adf	adf	PROPN
ajeer-235	172	3	tests	test	NOUN
ajeer-235	172	4	reject	reject	VERB
ajeer-235	172	5	a	a	DET
ajeer-235	172	6	unit	unit	NOUN
ajeer-235	172	7	root	root	NOUN
ajeer-235	172	8	at	at	ADP
ajeer-235	172	9	the	the	DET
ajeer-235	172	10	5	5	NUM
ajeer-235	172	11	%	%	NOUN
ajeer-235	172	12	significance	significance	NOUN
ajeer-235	172	13	level	level	NOUN
ajeer-235	172	14	;	;	PUNCT
ajeer-235	172	15	therefore	therefore	ADV
ajeer-235	172	16	,	,	PUNCT
ajeer-235	172	17	we	we	PRON
ajeer-235	172	18	reject	reject	VERB
ajeer-235	172	19	null	null	ADJ
ajeer-235	172	20	hypotheses	hypothesis	NOUN
ajeer-235	172	21	of	of	ADP
ajeer-235	172	22	unit	unit	NOUN
ajeer-235	172	23	roots	root	NOUN
ajeer-235	172	24	against	against	ADP
ajeer-235	172	25	the	the	DET
ajeer-235	172	26	alternative	alternative	NOUN
ajeer-235	172	27	of	of	ADP
ajeer-235	172	28	stationarity	stationarity	NOUN
ajeer-235	172	29	at	at	ADP
ajeer-235	172	30	level	level	NOUN
ajeer-235	172	31	.	.	PUNCT
ajeer-235	173	1	the	the	DET
ajeer-235	173	2	kpss	kpss	PROPN
ajeer-235	173	3	test	test	NOUN
ajeer-235	173	4	works	work	VERB
ajeer-235	173	5	the	the	DET
ajeer-235	173	6	other	other	ADJ
ajeer-235	173	7	way	way	NOUN
ajeer-235	173	8	around	around	ADV
ajeer-235	173	9	.	.	PUNCT
ajeer-235	174	1	it	it	PRON
ajeer-235	174	2	tests	test	VERB
ajeer-235	174	3	the	the	DET
ajeer-235	174	4	null	null	ADJ
ajeer-235	174	5	hypothesis	hypothesis	NOUN
ajeer-235	174	6	of	of	ADP
ajeer-235	174	7	stationarity	stationarity	NOUN
ajeer-235	174	8	against	against	ADP
ajeer-235	174	9	the	the	DET
ajeer-235	174	10	alternative	alternative	NOUN
ajeer-235	174	11	of	of	ADP
ajeer-235	174	12	a	a	DET
ajeer-235	174	13	unit	unit	NOUN
ajeer-235	174	14	root	root	NOUN
ajeer-235	174	15	.	.	PUNCT
ajeer-235	175	1	the	the	DET
ajeer-235	175	2	test	test	NOUN
ajeer-235	175	3	result	result	NOUN
ajeer-235	175	4	is	be	AUX
ajeer-235	175	5	presented	present	VERB
ajeer-235	175	6	in	in	ADP
ajeer-235	175	7	table	table	NOUN
ajeer-235	175	8	4	4	NUM
ajeer-235	175	9	.	.	PUNCT
ajeer-235	176	1	table-4	table-4	PROPN
ajeer-235	176	2	.	.	PUNCT
ajeer-235	176	3	unit	unit	NOUN
ajeer-235	176	4	root	root	PROPN
ajeer-235	176	5	test	test	NOUN
ajeer-235	176	6	:	:	PUNCT
ajeer-235	176	7	kpss	kpss	PROPN
ajeer-235	176	8	variables	variables	PROPN
ajeer-235	176	9	kpss	kpss	PROPN
ajeer-235	176	10	test	test	PROPN
ajeer-235	176	11	statistics	statistic	NOUN
ajeer-235	176	12	makinnon	makinnon	VERB
ajeer-235	176	13	critical	critical	ADJ
ajeer-235	176	14	value	value	NOUN
ajeer-235	176	15	@	@	ADP
ajeer-235	176	16	5	5	NUM
ajeer-235	176	17	%	%	NOUN
ajeer-235	176	18	conclusion	conclusion	NOUN
ajeer-235	176	19	acces	acce	VERB
ajeer-235	176	20	0.169844	0.169844	NUM
ajeer-235	176	21	0.463000	0.463000	NUM
ajeer-235	176	22	reject	reject	NOUN
ajeer-235	176	23	diam	diam	PROPN
ajeer-235	176	24	0.075795	0.075795	NUM
ajeer-235	176	25	0.463000	0.463000	NUM
ajeer-235	176	26	reject	reject	VERB
ajeer-235	176	27	fide	fide	VERB
ajeer-235	176	28	0.031495	0.031495	NUM
ajeer-235	176	29	0.463000	0.463000	NUM
ajeer-235	176	30	reject	reject	VERB
ajeer-235	176	31	fcmb	fcmb	PROPN
ajeer-235	176	32	0.236417	0.236417	NUM
ajeer-235	176	33	0.463000	0.463000	NUM
ajeer-235	176	34	reject	reject	PROPN
ajeer-235	176	35	gtbb	gtbb	NOUN
ajeer-235	176	36	0.065273	0.065273	NUM
ajeer-235	176	37	0.463000	0.463000	NUM
ajeer-235	176	38	reject	reject	NOUN
ajeer-235	176	39	stam	stam	VERB
ajeer-235	176	40	0.074637	0.074637	NUM
ajeer-235	176	41	0.463000	0.463000	NUM
ajeer-235	176	42	reject	reject	NOUN
ajeer-235	176	43	skye	skye	PROPN
ajeer-235	176	44	0.114795	0.114795	NUM
ajeer-235	176	45	0.463000	0.463000	NUM
ajeer-235	176	46	reject	reject	VERB
ajeer-235	176	47	ster	ster	NOUN
ajeer-235	176	48	0.093857	0.093857	NUM
ajeer-235	176	49	0.463000	0.463000	NUM
ajeer-235	176	50	reject	reject	VERB
ajeer-235	176	51	ubab	ubab	PROPN
ajeer-235	176	52	0.088436	0.088436	NUM
ajeer-235	176	53	0.463000	0.463000	NUM
ajeer-235	176	54	reject	reject	NOUN
ajeer-235	176	55	unio	unio	PROPN
ajeer-235	176	56	0.132893	0.132893	NUM
ajeer-235	176	57	0.463000	0.463000	NUM
ajeer-235	176	58	reject	reject	NOUN
ajeer-235	176	59	unit	unit	NOUN
ajeer-235	176	60	0.049643	0.049643	NUM
ajeer-235	176	61	0.463000	0.463000	NUM
ajeer-235	176	62	reject	reject	NOUN
ajeer-235	176	63	wema	wema	NOUN
ajeer-235	176	64	0.133313	0.133313	NUM
ajeer-235	176	65	0.463000	0.463000	NUM
ajeer-235	176	66	reject	reject	VERB
ajeer-235	176	67	zeni	zeni	PROPN
ajeer-235	176	68	0.094489	0.094489	NUM
ajeer-235	176	69	0.463000	0.463000	NUM
ajeer-235	176	70	reject	reject	PROPN
ajeer-235	176	71	source	source	NOUN
ajeer-235	176	72	:	:	PUNCT
ajeer-235	176	73	author	author	NOUN
ajeer-235	176	74	’s	’s	PART
ajeer-235	176	75	computation	computation	NOUN
ajeer-235	176	76	using	use	VERB
ajeer-235	176	77	e	e	NOUN
ajeer-235	176	78	-	-	NOUN
ajeer-235	176	79	view	view	ADJ
ajeer-235	176	80	statistical	statistical	ADJ
ajeer-235	176	81	package	package	NOUN
ajeer-235	176	82	,	,	PUNCT
ajeer-235	176	83	version	version	NOUN
ajeer-235	176	84	7.0	7.0	NUM
ajeer-235	176	85	it	it	PRON
ajeer-235	176	86	can	can	AUX
ajeer-235	176	87	be	be	AUX
ajeer-235	176	88	seen	see	VERB
ajeer-235	176	89	from	from	ADP
ajeer-235	176	90	table	table	NOUN
ajeer-235	176	91	4	4	NUM
ajeer-235	176	92	that	that	PRON
ajeer-235	176	93	kpss	kpss	PROPN
ajeer-235	176	94	test	test	PROPN
ajeer-235	176	95	statistics	statistic	NOUN
ajeer-235	176	96	are	be	AUX
ajeer-235	176	97	less	less	ADJ
ajeer-235	176	98	than	than	ADP
ajeer-235	176	99	critical	critical	ADJ
ajeer-235	176	100	value	value	NOUN
ajeer-235	176	101	at	at	ADP
ajeer-235	176	102	5	5	NUM
ajeer-235	176	103	%	%	NOUN
ajeer-235	176	104	significant	significant	ADJ
ajeer-235	176	105	level	level	NOUN
ajeer-235	176	106	,	,	PUNCT
ajeer-235	176	107	suggesting	suggest	VERB
ajeer-235	176	108	that	that	SCONJ
ajeer-235	176	109	the	the	DET
ajeer-235	176	110	changes	change	NOUN
ajeer-235	176	111	in	in	ADP
ajeer-235	176	112	stock	stock	NOUN
ajeer-235	176	113	prices	price	NOUN
ajeer-235	176	114	are	be	AUX
ajeer-235	176	115	stationary	stationary	ADJ
ajeer-235	176	116	.	.	PUNCT
ajeer-235	177	1	5	5	X
ajeer-235	177	2	.	.	X
ajeer-235	177	3	concluding	conclude	VERB
ajeer-235	177	4	remarks	remark	NOUN
ajeer-235	177	5	jarque	jarque	NOUN
ajeer-235	177	6	bera	bera	NOUN
ajeer-235	177	7	test	test	NOUN
ajeer-235	177	8	was	be	AUX
ajeer-235	177	9	conducted	conduct	VERB
ajeer-235	177	10	to	to	PART
ajeer-235	177	11	determine	determine	VERB
ajeer-235	177	12	whether	whether	SCONJ
ajeer-235	177	13	changes	change	NOUN
ajeer-235	177	14	in	in	ADP
ajeer-235	177	15	stock	stock	NOUN
ajeer-235	177	16	prices	price	NOUN
ajeer-235	177	17	are	be	AUX
ajeer-235	177	18	normally	normally	ADV
ajeer-235	177	19	distributed	distribute	VERB
ajeer-235	177	20	or	or	CCONJ
ajeer-235	177	21	identically	identically	ADV
ajeer-235	177	22	distributed	distribute	VERB
ajeer-235	177	23	random	random	ADJ
ajeer-235	177	24	variables	variable	NOUN
ajeer-235	177	25	.	.	PUNCT
ajeer-235	178	1	the	the	DET
ajeer-235	178	2	jarque	jarque	NOUN
ajeer-235	178	3	-	-	PUNCT
ajeer-235	178	4	bera	bera	NOUN
ajeer-235	178	5	test	test	NOUN
ajeer-235	178	6	statistics	statistic	NOUN
ajeer-235	178	7	shows	show	VERB
ajeer-235	178	8	that	that	SCONJ
ajeer-235	178	9	null	null	ADJ
ajeer-235	178	10	hypotheses	hypothesis	NOUN
ajeer-235	178	11	of	of	ADP
ajeer-235	178	12	normality	normality	NOUN
ajeer-235	178	13	are	be	AUX
ajeer-235	178	14	rejected	reject	VERB
ajeer-235	178	15	at	at	ADP
ajeer-235	178	16	5	5	NUM
ajeer-235	178	17	%	%	NOUN
ajeer-235	178	18	significance	significance	NOUN
ajeer-235	178	19	level	level	NOUN
ajeer-235	178	20	.	.	PUNCT
ajeer-235	179	1	it	it	PRON
ajeer-235	179	2	means	mean	VERB
ajeer-235	179	3	that	that	SCONJ
ajeer-235	179	4	changes	change	NOUN
ajeer-235	179	5	in	in	ADP
ajeer-235	179	6	stock	stock	NOUN
ajeer-235	179	7	prices	price	NOUN
ajeer-235	179	8	are	be	AUX
ajeer-235	179	9	not	not	PART
ajeer-235	179	10	identically	identically	ADV
ajeer-235	179	11	distributed	distribute	VERB
ajeer-235	179	12	random	random	ADJ
ajeer-235	179	13	variables	variable	NOUN
ajeer-235	179	14	.	.	PUNCT
ajeer-235	180	1	the	the	DET
ajeer-235	180	2	finding	finding	NOUN
ajeer-235	180	3	is	be	AUX
ajeer-235	180	4	at	at	ADP
ajeer-235	180	5	variance	variance	NOUN
ajeer-235	180	6	with	with	ADP
ajeer-235	180	7	the	the	DET
ajeer-235	180	8	apiori	apiori	ADJ
ajeer-235	180	9	expectation	expectation	NOUN
ajeer-235	180	10	and	and	CCONJ
ajeer-235	180	11	weak	weak	ADJ
ajeer-235	180	12	form	form	NOUN
ajeer-235	180	13	efficient	efficient	ADJ
ajeer-235	180	14	market	market	NOUN
ajeer-235	180	15	theory	theory	NOUN
ajeer-235	180	16	.	.	PUNCT
ajeer-235	181	1	the	the	DET
ajeer-235	181	2	finding	finding	NOUN
ajeer-235	181	3	is	be	AUX
ajeer-235	181	4	consistent	consistent	ADJ
ajeer-235	181	5	with	with	ADP
ajeer-235	181	6	victor	victor	PROPN
ajeer-235	181	7	(	(	PUNCT
ajeer-235	181	8	2010	2010	NUM
ajeer-235	181	9	)	)	PUNCT
ajeer-235	181	10	in	in	ADP
ajeer-235	181	11	nigeria	nigeria	PROPN
ajeer-235	181	12	,	,	PUNCT
ajeer-235	181	13	who	who	PRON
ajeer-235	181	14	investigated	investigate	VERB
ajeer-235	181	15	weak	weak	ADJ
ajeer-235	181	16	form	form	NOUN
ajeer-235	181	17	efficiency	efficiency	NOUN
ajeer-235	181	18	of	of	ADP
ajeer-235	181	19	nigerian	nigerian	ADJ
ajeer-235	181	20	stock	stock	NOUN
ajeer-235	181	21	market	market	NOUN
ajeer-235	181	22	and	and	CCONJ
ajeer-235	181	23	found	find	VERB
ajeer-235	181	24	that	that	SCONJ
ajeer-235	181	25	the	the	DET
ajeer-235	181	26	nse	nse	NOUN
ajeer-235	181	27	is	be	AUX
ajeer-235	181	28	inefficient	inefficient	ADJ
ajeer-235	181	29	in	in	ADP
ajeer-235	181	30	weak	weak	ADJ
ajeer-235	181	31	form	form	NOUN
ajeer-235	181	32	.	.	PUNCT
ajeer-235	182	1	the	the	DET
ajeer-235	182	2	null	null	ADJ
ajeer-235	182	3	hypothesis	hypothesis	NOUN
ajeer-235	182	4	that	that	SCONJ
ajeer-235	182	5	there	there	PRON
ajeer-235	182	6	is	be	VERB
ajeer-235	182	7	a	a	DET
ajeer-235	182	8	unit	unit	NOUN
ajeer-235	182	9	root	root	NOUN
ajeer-235	182	10	in	in	ADP
ajeer-235	182	11	stock	stock	NOUN
ajeer-235	182	12	price	price	NOUN
ajeer-235	182	13	changes	change	NOUN
ajeer-235	182	14	was	be	AUX
ajeer-235	182	15	determined	determine	VERB
ajeer-235	182	16	using	use	VERB
ajeer-235	182	17	adf	adf	PROPN
ajeer-235	182	18	,	,	PUNCT
ajeer-235	182	19	pp	pp	ADV
ajeer-235	182	20	and	and	CCONJ
ajeer-235	182	21	kpss	kpss	PROPN
ajeer-235	182	22	tests	test	NOUN
ajeer-235	182	23	.	.	PUNCT
ajeer-235	183	1	at	at	ADP
ajeer-235	183	2	level	level	NOUN
ajeer-235	183	3	,	,	PUNCT
ajeer-235	183	4	unit	unit	NOUN
ajeer-235	183	5	root	root	NOUN
ajeer-235	183	6	is	be	AUX
ajeer-235	183	7	strongly	strongly	ADV
ajeer-235	183	8	rejected	reject	VERB
ajeer-235	183	9	for	for	ADP
ajeer-235	183	10	all	all	DET
ajeer-235	183	11	the	the	DET
ajeer-235	183	12	stocks	stock	NOUN
ajeer-235	183	13	.	.	PUNCT
ajeer-235	184	1	nigerian	nigerian	ADJ
ajeer-235	184	2	banking	banking	NOUN
ajeer-235	184	3	industry	industry	NOUN
ajeer-235	184	4	stocks	stock	NOUN
ajeer-235	184	5	do	do	AUX
ajeer-235	184	6	not	not	PART
ajeer-235	184	7	show	show	VERB
ajeer-235	184	8	signs	sign	NOUN
ajeer-235	184	9	or	or	CCONJ
ajeer-235	184	10	evidences	evidence	NOUN
ajeer-235	184	11	of	of	ADP
ajeer-235	184	12	random	random	ADJ
ajeer-235	184	13	walk	walk	NOUN
ajeer-235	184	14	.	.	PUNCT
ajeer-235	185	1	the	the	DET
ajeer-235	185	2	finding	finding	NOUN
ajeer-235	185	3	is	be	AUX
ajeer-235	185	4	at	at	ADP
ajeer-235	185	5	variance	variance	NOUN
ajeer-235	185	6	with	with	ADP
ajeer-235	185	7	the	the	DET
ajeer-235	185	8	apiori	apiori	ADJ
ajeer-235	185	9	expectation	expectation	NOUN
ajeer-235	185	10	and	and	CCONJ
ajeer-235	185	11	weak	weak	ADJ
ajeer-235	185	12	form	form	NOUN
ajeer-235	185	13	efficient	efficient	ADJ
ajeer-235	185	14	market	market	NOUN
ajeer-235	185	15	theory	theory	NOUN
ajeer-235	185	16	.	.	PUNCT
ajeer-235	186	1	the	the	DET
ajeer-235	186	2	finding	finding	NOUN
ajeer-235	186	3	is	be	AUX
ajeer-235	186	4	consistent	consistent	ADJ
ajeer-235	186	5	with	with	ADP
ajeer-235	186	6	nwosa	nwosa	NOUN
ajeer-235	186	7	and	and	CCONJ
ajeer-235	186	8	osheni	osheni	ADJ
ajeer-235	186	9	(	(	PUNCT
ajeer-235	186	10	2011	2011	NUM
ajeer-235	186	11	)	)	PUNCT
ajeer-235	186	12	in	in	ADP
ajeer-235	186	13	nse	nse	NOUN
ajeer-235	186	14	which	which	PRON
ajeer-235	186	15	found	find	VERB
ajeer-235	186	16	based	base	VERB
ajeer-235	186	17	on	on	ADP
ajeer-235	186	18	the	the	DET
ajeer-235	186	19	results	result	NOUN
ajeer-235	186	20	of	of	ADP
ajeer-235	186	21	the	the	DET
ajeer-235	186	22	pp	pp	NOUN
ajeer-235	186	23	and	and	CCONJ
ajeer-235	186	24	adf	adf	NOUN
ajeer-235	186	25	that	that	SCONJ
ajeer-235	186	26	nse	nse	NOUN
ajeer-235	186	27	is	be	AUX
ajeer-235	186	28	informational	informational	ADJ
ajeer-235	186	29	inefficient	inefficient	ADJ
ajeer-235	186	30	.	.	PUNCT
ajeer-235	187	1	the	the	DET
ajeer-235	187	2	finding	finding	NOUN
ajeer-235	187	3	discloses	disclose	VERB
ajeer-235	187	4	that	that	SCONJ
ajeer-235	187	5	the	the	DET
ajeer-235	187	6	nigerian	nigerian	ADJ
ajeer-235	187	7	banking	banking	NOUN
ajeer-235	187	8	industry	industry	NOUN
ajeer-235	187	9	stock	stock	NOUN
ajeer-235	187	10	price	price	NOUN
ajeer-235	187	11	changes	change	NOUN
ajeer-235	187	12	does	do	AUX
ajeer-235	187	13	not	not	PART
ajeer-235	187	14	follow	follow	VERB
ajeer-235	187	15	a	a	DET
ajeer-235	187	16	random	random	ADJ
ajeer-235	187	17	walk	walk	NOUN
ajeer-235	187	18	.	.	PUNCT
ajeer-235	188	1	this	this	PRON
ajeer-235	188	2	implies	imply	VERB
ajeer-235	188	3	that	that	SCONJ
ajeer-235	188	4	changes	change	NOUN
ajeer-235	188	5	in	in	ADP
ajeer-235	188	6	stock	stock	NOUN
ajeer-235	188	7	prices	price	NOUN
ajeer-235	188	8	do	do	AUX
ajeer-235	188	9	not	not	PART
ajeer-235	188	10	follow	follow	VERB
ajeer-235	188	11	the	the	DET
ajeer-235	188	12	step	step	NOUN
ajeer-235	188	13	of	of	ADP
ajeer-235	188	14	a	a	DET
ajeer-235	188	15	man	man	NOUN
ajeer-235	188	16	who	who	PRON
ajeer-235	188	17	is	be	AUX
ajeer-235	188	18	drunk	drunk	ADJ
ajeer-235	188	19	and	and	CCONJ
ajeer-235	188	20	that	that	SCONJ
ajeer-235	188	21	nigerian	nigerian	ADJ
ajeer-235	188	22	stock	stock	NOUN
ajeer-235	188	23	market	market	NOUN
ajeer-235	188	24	is	be	AUX
ajeer-235	188	25	not	not	PART
ajeer-235	188	26	efficient	efficient	ADJ
ajeer-235	188	27	in	in	ADP
ajeer-235	188	28	weak	weak	ADJ
ajeer-235	188	29	form	form	NOUN
ajeer-235	188	30	.	.	PUNCT
ajeer-235	189	1	this	this	DET
ajeer-235	189	2	finding	finding	NOUN
ajeer-235	189	3	has	have	VERB
ajeer-235	189	4	implication	implication	NOUN
ajeer-235	189	5	for	for	ADP
ajeer-235	189	6	the	the	DET
ajeer-235	189	7	regulatory	regulatory	ADJ
ajeer-235	189	8	authorities	authority	NOUN
ajeer-235	189	9	,	,	PUNCT
ajeer-235	189	10	investors	investor	NOUN
ajeer-235	189	11	,	,	PUNCT
ajeer-235	189	12	and	and	CCONJ
ajeer-235	189	13	market	market	NOUN
ajeer-235	189	14	operators	operator	NOUN
ajeer-235	189	15	.	.	PUNCT
ajeer-235	190	1	also	also	ADV
ajeer-235	190	2	,	,	PUNCT
ajeer-235	190	3	the	the	DET
ajeer-235	190	4	findings	finding	NOUN
ajeer-235	190	5	implies	imply	VERB
ajeer-235	190	6	that	that	SCONJ
ajeer-235	190	7	there	there	PRON
ajeer-235	190	8	are	be	VERB
ajeer-235	190	9	certain	certain	ADJ
ajeer-235	190	10	factors	factor	NOUN
ajeer-235	190	11	which	which	PRON
ajeer-235	190	12	the	the	DET
ajeer-235	190	13	investors	investor	NOUN
ajeer-235	190	14	and	and	CCONJ
ajeer-235	190	15	other	other	ADJ
ajeer-235	190	16	market	market	NOUN
ajeer-235	190	17	operators	operator	NOUN
ajeer-235	190	18	can	can	AUX
ajeer-235	190	19	study	study	VERB
ajeer-235	190	20	which	which	PRON
ajeer-235	190	21	affect	affect	VERB
ajeer-235	190	22	stock	stock	NOUN
ajeer-235	190	23	price	price	NOUN
ajeer-235	190	24	changes	change	NOUN
ajeer-235	190	25	and	and	CCONJ
ajeer-235	190	26	that	that	SCONJ
ajeer-235	190	27	previous	previous	ADJ
ajeer-235	190	28	changes	change	NOUN
ajeer-235	190	29	is	be	AUX
ajeer-235	190	30	one	one	NUM
ajeer-235	190	31	of	of	ADP
ajeer-235	190	32	those	those	DET
ajeer-235	190	33	factors	factor	NOUN
ajeer-235	190	34	.	.	PUNCT
ajeer-235	191	1	this	this	DET
ajeer-235	191	2	information	information	NOUN
ajeer-235	191	3	is	be	AUX
ajeer-235	191	4	of	of	ADP
ajeer-235	191	5	vital	vital	ADJ
ajeer-235	191	6	importance	importance	NOUN
ajeer-235	191	7	to	to	ADP
ajeer-235	191	8	these	these	DET
ajeer-235	191	9	categories	category	NOUN
ajeer-235	191	10	of	of	ADP
ajeer-235	191	11	people	people	NOUN
ajeer-235	191	12	who	who	PRON
ajeer-235	191	13	want	want	VERB
ajeer-235	191	14	to	to	PART
ajeer-235	191	15	invest	invest	VERB
ajeer-235	191	16	profitably	profitably	ADV
ajeer-235	191	17	and	and	CCONJ
ajeer-235	191	18	provide	provide	VERB
ajeer-235	191	19	reliable	reliable	ADJ
ajeer-235	191	20	investment	investment	NOUN
ajeer-235	191	21	advisory	advisory	NOUN
ajeer-235	191	22	services	service	NOUN
ajeer-235	191	23	to	to	ADP
ajeer-235	191	24	their	their	PRON
ajeer-235	191	25	clients	client	NOUN
ajeer-235	191	26	.	.	PUNCT
ajeer-235	192	1	the	the	DET
ajeer-235	192	2	finding	finding	NOUN
ajeer-235	192	3	reveals	reveal	VERB
ajeer-235	192	4	that	that	SCONJ
ajeer-235	192	5	changes	change	NOUN
ajeer-235	192	6	in	in	ADP
ajeer-235	192	7	stock	stock	NOUN
ajeer-235	192	8	prices	price	NOUN
ajeer-235	192	9	are	be	AUX
ajeer-235	192	10	not	not	PART
ajeer-235	192	11	identically	identically	ADV
ajeer-235	192	12	distributed	distribute	VERB
ajeer-235	192	13	random	random	ADJ
ajeer-235	192	14	variables	variable	NOUN
ajeer-235	192	15	as	as	SCONJ
ajeer-235	192	16	put	put	VERB
ajeer-235	192	17	forth	forth	ADP
ajeer-235	192	18	by	by	ADP
ajeer-235	192	19	the	the	DET
ajeer-235	192	20	proponents	proponent	NOUN
ajeer-235	192	21	of	of	ADP
ajeer-235	192	22	random	random	ADJ
ajeer-235	192	23	walk	walk	NOUN
ajeer-235	192	24	hypothesis	hypothesis	NOUN
ajeer-235	192	25	.	.	PUNCT
ajeer-235	193	1	the	the	DET
ajeer-235	193	2	implication	implication	NOUN
ajeer-235	193	3	is	be	AUX
ajeer-235	193	4	that	that	SCONJ
ajeer-235	193	5	stock	stock	NOUN
ajeer-235	193	6	price	price	NOUN
ajeer-235	193	7	changes	change	NOUN
ajeer-235	193	8	are	be	AUX
ajeer-235	193	9	not	not	PART
ajeer-235	193	10	determined	determine	VERB
ajeer-235	193	11	by	by	ADP
ajeer-235	193	12	random	random	ADJ
ajeer-235	193	13	events	event	NOUN
ajeer-235	193	14	and	and	CCONJ
ajeer-235	193	15	that	that	SCONJ
ajeer-235	193	16	the	the	DET
ajeer-235	193	17	changes	change	NOUN
ajeer-235	193	18	can	can	AUX
ajeer-235	193	19	indeed	indeed	ADV
ajeer-235	193	20	be	be	AUX
ajeer-235	193	21	predicted	predict	VERB
ajeer-235	193	22	.	.	PUNCT
ajeer-235	194	1	since	since	SCONJ
ajeer-235	194	2	changes	change	NOUN
ajeer-235	194	3	in	in	ADP
ajeer-235	194	4	stock	stock	NOUN
ajeer-235	194	5	prices	price	NOUN
ajeer-235	194	6	are	be	AUX
ajeer-235	194	7	not	not	PART
ajeer-235	194	8	indeterminable	indeterminable	ADJ
ajeer-235	194	9	or	or	CCONJ
ajeer-235	194	10	caused	cause	VERB
ajeer-235	194	11	by	by	ADP
ajeer-235	194	12	random	random	ADJ
ajeer-235	194	13	events	event	NOUN
ajeer-235	194	14	,	,	PUNCT
ajeer-235	194	15	the	the	DET
ajeer-235	194	16	investor	investor	NOUN
ajeer-235	194	17	should	should	AUX
ajeer-235	194	18	endeavour	endeavour	VERB
ajeer-235	194	19	to	to	PART
ajeer-235	194	20	identify	identify	VERB
ajeer-235	194	21	and	and	CCONJ
ajeer-235	194	22	study	study	VERB
ajeer-235	194	23	what	what	PRON
ajeer-235	194	24	determines	determine	VERB
ajeer-235	194	25	the	the	DET
ajeer-235	194	26	prices	price	NOUN
ajeer-235	194	27	in	in	ADP
ajeer-235	194	28	the	the	DET
ajeer-235	194	29	past	past	NOUN
ajeer-235	194	30	in	in	ADP
ajeer-235	194	31	order	order	NOUN
ajeer-235	194	32	to	to	PART
ajeer-235	194	33	ensure	ensure	VERB
ajeer-235	194	34	judicious	judicious	ADJ
ajeer-235	194	35	and	and	CCONJ
ajeer-235	194	36	prudent	prudent	ADJ
ajeer-235	194	37	allocation	allocation	NOUN
ajeer-235	194	38	of	of	ADP
ajeer-235	194	39	their	their	PRON
ajeer-235	194	40	investable	investable	ADJ
ajeer-235	194	41	funds	fund	NOUN
ajeer-235	194	42	.	.	PUNCT
ajeer-235	195	1	references	reference	NOUN
ajeer-235	195	2	afego	afego	PROPN
ajeer-235	195	3	,	,	PUNCT
ajeer-235	195	4	p.	p.	NOUN
ajeer-235	195	5	,	,	PUNCT
ajeer-235	195	6	2012	2012	NUM
ajeer-235	195	7	.	.	PUNCT
ajeer-235	196	1	weak	weak	ADJ
ajeer-235	196	2	form	form	NOUN
ajeer-235	196	3	efficiency	efficiency	NOUN
ajeer-235	196	4	of	of	ADP
ajeer-235	196	5	the	the	DET
ajeer-235	196	6	nigerian	nigerian	ADJ
ajeer-235	196	7	stock	stock	NOUN
ajeer-235	196	8	market	market	NOUN
ajeer-235	196	9	:	:	PUNCT
ajeer-235	196	10	an	an	DET
ajeer-235	196	11	empirical	empirical	ADJ
ajeer-235	196	12	analysis	analysis	NOUN
ajeer-235	196	13	(	(	PUNCT
ajeer-235	196	14	1984	1984	NUM
ajeer-235	196	15	–	–	SYM
ajeer-235	196	16	2009	2009	NUM
ajeer-235	196	17	)	)	PUNCT
ajeer-235	196	18	.	.	PUNCT
ajeer-235	197	1	international	international	ADJ
ajeer-235	197	2	journal	journal	PROPN
ajeer-235	197	3	of	of	ADP
ajeer-235	197	4	economics	economic	NOUN
ajeer-235	197	5	and	and	CCONJ
ajeer-235	197	6	financial	financial	ADJ
ajeer-235	197	7	issues	issue	NOUN
ajeer-235	197	8	,	,	PUNCT
ajeer-235	197	9	2(3	2(3	NUM
ajeer-235	197	10	):	):	PUNCT
ajeer-235	197	11	340	340	NUM
ajeer-235	197	12	-	-	SYM
ajeer-235	197	13	347	347	NUM
ajeer-235	197	14	.	.	PUNCT
ajeer-235	198	1	view	view	NOUN
ajeer-235	198	2	at	at	ADP
ajeer-235	198	3	google	google	PROPN
ajeer-235	198	4	scholar	scholar	PROPN
ajeer-235	198	5	ajao	ajao	PROPN
ajeer-235	198	6	,	,	PUNCT
ajeer-235	198	7	m.g	m.g	PROPN
ajeer-235	198	8	.	.	PROPN
ajeer-235	198	9	and	and	CCONJ
ajeer-235	198	10	r.	r.	PROPN
ajeer-235	198	11	osayuwu	osayuwu	PROPN
ajeer-235	198	12	,	,	PUNCT
ajeer-235	198	13	2012	2012	NUM
ajeer-235	198	14	.	.	PUNCT
ajeer-235	199	1	testing	test	VERB
ajeer-235	199	2	the	the	DET
ajeer-235	199	3	weak	weak	ADJ
ajeer-235	199	4	form	form	NOUN
ajeer-235	199	5	of	of	ADP
ajeer-235	199	6	efficient	efficient	ADJ
ajeer-235	199	7	market	market	NOUN
ajeer-235	199	8	hypothesis	hypothesis	NOUN
ajeer-235	199	9	in	in	ADP
ajeer-235	199	10	nigerian	nigerian	ADJ
ajeer-235	199	11	capital	capital	NOUN
ajeer-235	199	12	market	market	NOUN
ajeer-235	199	13	.	.	PUNCT
ajeer-235	200	1	accounting	accounting	NOUN
ajeer-235	200	2	and	and	CCONJ
ajeer-235	200	3	finance	finance	NOUN
ajeer-235	200	4	research	research	NOUN
ajeer-235	200	5	,	,	PUNCT
ajeer-235	200	6	1(1	1(1	NUM
ajeer-235	200	7	):	):	PUNCT
ajeer-235	200	8	169	169	NUM
ajeer-235	200	9	-	-	SYM
ajeer-235	200	10	179	179	NUM
ajeer-235	200	11	.	.	PUNCT
ajeer-235	201	1	view	view	NOUN
ajeer-235	201	2	at	at	ADP
ajeer-235	201	3	google	google	PROPN
ajeer-235	201	4	scholar	scholar	NOUN
ajeer-235	201	5	|	|	ADV
ajeer-235	201	6	view	view	NOUN
ajeer-235	201	7	at	at	ADP
ajeer-235	201	8	publisher	publisher	NOUN
ajeer-235	201	9	aktham	aktham	PROPN
ajeer-235	201	10	,	,	PUNCT
ajeer-235	201	11	m.	m.	NOUN
ajeer-235	201	12	,	,	PUNCT
ajeer-235	201	13	2003	2003	NUM
ajeer-235	201	14	.	.	PUNCT
ajeer-235	202	1	the	the	DET
ajeer-235	202	2	random	random	ADJ
ajeer-235	202	3	walk	walk	NOUN
ajeer-235	202	4	hypothesis	hypothesis	NOUN
ajeer-235	202	5	and	and	CCONJ
ajeer-235	202	6	the	the	DET
ajeer-235	202	7	evidence	evidence	NOUN
ajeer-235	202	8	from	from	ADP
ajeer-235	202	9	the	the	DET
ajeer-235	202	10	amman	amman	PROPN
ajeer-235	202	11	(	(	PUNCT
ajeer-235	202	12	jordan	jordan	PROPN
ajeer-235	202	13	)	)	PUNCT
ajeer-235	202	14	stock	stock	NOUN
ajeer-235	202	15	exchange	exchange	NOUN
ajeer-235	202	16	.	.	PUNCT
ajeer-235	203	1	zagreb	zagreb	PROPN
ajeer-235	203	2	international	international	PROPN
ajeer-235	203	3	review	review	PROPN
ajeer-235	203	4	of	of	ADP
ajeer-235	203	5	economics	economic	NOUN
ajeer-235	203	6	and	and	CCONJ
ajeer-235	203	7	business	business	NOUN
ajeer-235	203	8	,	,	PUNCT
ajeer-235	203	9	6(1	6(1	NUM
ajeer-235	203	10	-	-	SYM
ajeer-235	203	11	2	2	NUM
ajeer-235	203	12	):	):	PUNCT
ajeer-235	203	13	29	29	NUM
ajeer-235	203	14	-	-	SYM
ajeer-235	203	15	41	41	NUM
ajeer-235	203	16	.	.	PUNCT
ajeer-235	204	1	view	view	NOUN
ajeer-235	204	2	at	at	ADP
ajeer-235	204	3	google	google	PROPN
ajeer-235	204	4	scholar	scholar	PROPN
ajeer-235	204	5	am´elie	am´elie	PROPN
ajeer-235	204	6	,	,	PUNCT
ajeer-235	204	7	c.	c.	PROPN
ajeer-235	204	8	and	and	CCONJ
ajeer-235	204	9	d.	d.	PROPN
ajeer-235	204	10	olivier	olivier	PROPN
ajeer-235	204	11	,	,	PUNCT
ajeer-235	204	12	2009	2009	NUM
ajeer-235	204	13	.	.	PUNCT
ajeer-235	205	1	the	the	DET
ajeer-235	205	2	random	random	ADJ
ajeer-235	205	3	walk	walk	NOUN
ajeer-235	205	4	hypothesis	hypothesis	NOUN
ajeer-235	205	5	for	for	ADP
ajeer-235	205	6	chinese	chinese	ADJ
ajeer-235	205	7	stock	stock	NOUN
ajeer-235	205	8	markets	market	NOUN
ajeer-235	205	9	:	:	PUNCT
ajeer-235	205	10	evidence	evidence	NOUN
ajeer-235	205	11	from	from	ADP
ajeer-235	205	12	variance	variance	NOUN
ajeer-235	205	13	ratio	ratio	NOUN
ajeer-235	205	14	tests	test	NOUN
ajeer-235	205	15	.	.	PUNCT
ajeer-235	206	1	economic	economic	ADJ
ajeer-235	206	2	systems	system	NOUN
ajeer-235	206	3	,	,	PUNCT
ajeer-235	206	4	33(2	33(2	NUM
ajeer-235	206	5	):	):	PUNCT
ajeer-235	206	6	117	117	NUM
ajeer-235	206	7	-	-	SYM
ajeer-235	206	8	126	126	NUM
ajeer-235	206	9	.	.	PUNCT
ajeer-235	207	1	view	view	NOUN
ajeer-235	207	2	at	at	ADP
ajeer-235	207	3	google	google	PROPN
ajeer-235	207	4	scholar	scholar	NOUN
ajeer-235	207	5	|	|	ADV
ajeer-235	207	6	view	view	NOUN
ajeer-235	207	7	at	at	ADP
ajeer-235	207	8	publisher	publisher	NOUN
ajeer-235	207	9	bhanu	bhanu	PROPN
ajeer-235	207	10	,	,	PUNCT
ajeer-235	207	11	p.	p.	NOUN
ajeer-235	207	12	and	and	CCONJ
ajeer-235	207	13	t.r	t.r	PROPN
ajeer-235	207	14	.	.	PROPN
ajeer-235	207	15	bishnoi	bishnoi	PROPN
ajeer-235	207	16	,	,	PUNCT
ajeer-235	207	17	2005	2005	NUM
ajeer-235	207	18	.	.	PUNCT
ajeer-235	208	1	testing	test	VERB
ajeer-235	208	2	random	random	ADJ
ajeer-235	208	3	walk	walk	NOUN
ajeer-235	208	4	hypothesis	hypothesis	NOUN
ajeer-235	208	5	for	for	ADP
ajeer-235	208	6	indian	indian	ADJ
ajeer-235	208	7	stock	stock	NOUN
ajeer-235	208	8	market	market	NOUN
ajeer-235	208	9	indices	index	NOUN
ajeer-235	208	10	:	:	PUNCT
ajeer-235	208	11	1	1	NUM
ajeer-235	208	12	-	-	SYM
ajeer-235	208	13	15	15	NUM
ajeer-235	208	14	.	.	PUNCT
ajeer-235	209	1	bodie	bodie	PROPN
ajeer-235	209	2	,	,	PUNCT
ajeer-235	209	3	z.	z.	PROPN
ajeer-235	209	4	,	,	PUNCT
ajeer-235	209	5	a.	a.	PROPN
ajeer-235	209	6	kane	kane	PROPN
ajeer-235	209	7	and	and	CCONJ
ajeer-235	209	8	j.	j.	PROPN
ajeer-235	209	9	marcus	marcus	PROPN
ajeer-235	209	10	,	,	PUNCT
ajeer-235	209	11	2009	2009	NUM
ajeer-235	209	12	.	.	PUNCT
ajeer-235	209	13	investment	investment	NOUN
ajeer-235	209	14	.	.	PUNCT
ajeer-235	210	1	8th	8th	ADJ
ajeer-235	210	2	edn	edn	NOUN
ajeer-235	210	3	.	.	PUNCT
ajeer-235	211	1	,	,	PUNCT
ajeer-235	211	2	new	new	ADJ
ajeer-235	211	3	yolk	yolk	NOUN
ajeer-235	211	4	:	:	PUNCT
ajeer-235	211	5	mcgraw	mcgraw	PROPN
ajeer-235	211	6	hill	hill	PROPN
ajeer-235	211	7	.	.	PUNCT
ajeer-235	212	1	emeh	emeh	PROPN
ajeer-235	212	2	,	,	PUNCT
ajeer-235	212	3	y.	y.	PROPN
ajeer-235	212	4	and	and	CCONJ
ajeer-235	212	5	j.o	j.o	PROPN
ajeer-235	212	6	.	.	PROPN
ajeer-235	212	7	obi	obi	PROPN
ajeer-235	212	8	,	,	PUNCT
ajeer-235	212	9	2014	2014	NUM
ajeer-235	212	10	.	.	PUNCT
ajeer-235	213	1	evaluation	evaluation	NOUN
ajeer-235	213	2	of	of	ADP
ajeer-235	213	3	the	the	DET
ajeer-235	213	4	weak	weak	ADJ
ajeer-235	213	5	form	form	NOUN
ajeer-235	213	6	of	of	ADP
ajeer-235	213	7	efficient	efficient	ADJ
ajeer-235	213	8	market	market	NOUN
ajeer-235	213	9	hypothesis	hypothesis	NOUN
ajeer-235	213	10	:	:	PUNCT
ajeer-235	213	11	empirical	empirical	ADJ
ajeer-235	213	12	evidence	evidence	NOUN
ajeer-235	213	13	from	from	ADP
ajeer-235	213	14	nigeria	nigeria	PROPN
ajeer-235	213	15	.	.	PUNCT
ajeer-235	214	1	international	international	ADJ
ajeer-235	214	2	journal	journal	PROPN
ajeer-235	214	3	of	of	ADP
ajeer-235	214	4	development	development	NOUN
ajeer-235	214	5	and	and	CCONJ
ajeer-235	214	6	sustainability	sustainability	NOUN
ajeer-235	214	7	,	,	PUNCT
ajeer-235	214	8	3(5	3(5	NUM
ajeer-235	214	9	):	):	PUNCT
ajeer-235	214	10	1199	1199	NUM
ajeer-235	214	11	-	-	SYM
ajeer-235	214	12	1244	1244	NUM
ajeer-235	214	13	.	.	PUNCT
ajeer-235	215	1	fama	fama	PROPN
ajeer-235	215	2	,	,	PUNCT
ajeer-235	215	3	e.f	e.f	PROPN
ajeer-235	215	4	.	.	PROPN
ajeer-235	215	5	,	,	PUNCT
ajeer-235	215	6	1965	1965	NUM
ajeer-235	215	7	.	.	PUNCT
ajeer-235	216	1	random	random	ADJ
ajeer-235	216	2	walks	walk	NOUN
ajeer-235	216	3	in	in	ADP
ajeer-235	216	4	stock	stock	NOUN
ajeer-235	216	5	market	market	NOUN
ajeer-235	216	6	prices	price	NOUN
ajeer-235	216	7	.	.	PUNCT
ajeer-235	217	1	financial	financial	ADJ
ajeer-235	217	2	analysts	analyst	NOUN
ajeer-235	217	3	journal	journal	NOUN
ajeer-235	217	4	,	,	PUNCT
ajeer-235	217	5	51(1	51(1	NUM
ajeer-235	217	6	):	):	PUNCT
ajeer-235	217	7	75	75	NUM
ajeer-235	217	8	-	-	SYM
ajeer-235	217	9	80	80	NUM
ajeer-235	217	10	.	.	PUNCT
ajeer-235	218	1	view	view	NOUN
ajeer-235	218	2	at	at	ADP
ajeer-235	218	3	publisher	publisher	PROPN
ajeer-235	218	4	godwin	godwin	PROPN
ajeer-235	218	5	,	,	PUNCT
ajeer-235	218	6	c.o	c.o	PROPN
ajeer-235	218	7	.	.	PROPN
ajeer-235	218	8	,	,	PUNCT
ajeer-235	218	9	2010	2010	NUM
ajeer-235	218	10	.	.	PUNCT
ajeer-235	219	1	stock	stock	NOUN
ajeer-235	219	2	market	market	NOUN
ajeer-235	219	3	prices	price	NOUN
ajeer-235	219	4	and	and	CCONJ
ajeer-235	219	5	the	the	DET
ajeer-235	219	6	random	random	ADJ
ajeer-235	219	7	walk	walk	NOUN
ajeer-235	219	8	hypothesis	hypothesis	NOUN
ajeer-235	219	9	:	:	PUNCT
ajeer-235	219	10	further	further	ADJ
ajeer-235	219	11	evidence	evidence	NOUN
ajeer-235	219	12	from	from	ADP
ajeer-235	219	13	nigeria	nigeria	PROPN
ajeer-235	219	14	.	.	PUNCT
ajeer-235	220	1	journal	journal	PROPN
ajeer-235	220	2	of	of	ADP
ajeer-235	220	3	economics	economic	NOUN
ajeer-235	220	4	and	and	CCONJ
ajeer-235	220	5	international	international	ADJ
ajeer-235	220	6	finance	finance	NOUN
ajeer-235	220	7	,	,	PUNCT
ajeer-235	220	8	2(3	2(3	NUM
ajeer-235	220	9	):	):	PUNCT
ajeer-235	220	10	049	049	NUM
ajeer-235	220	11	-	-	PUNCT
ajeer-235	220	12	057	057	NUM
ajeer-235	220	13	.	.	PUNCT
ajeer-235	221	1	view	view	NOUN
ajeer-235	221	2	at	at	ADP
ajeer-235	221	3	google	google	PROPN
ajeer-235	221	4	scholar	scholar	PROPN
ajeer-235	221	5	graham	graham	PROPN
ajeer-235	221	6	,	,	PUNCT
ajeer-235	221	7	s.	s.	PROPN
ajeer-235	221	8	and	and	CCONJ
ajeer-235	221	9	r.	r.	PROPN
ajeer-235	221	10	hyun	hyun	PROPN
ajeer-235	221	11	-	-	PUNCT
ajeer-235	221	12	jung	jung	PROPN
ajeer-235	221	13	,	,	PUNCT
ajeer-235	221	14	2003	2003	NUM
ajeer-235	221	15	.	.	PUNCT
ajeer-235	222	1	variance	variance	NOUN
ajeer-235	222	2	ratio	ratio	NOUN
ajeer-235	222	3	tests	test	NOUN
ajeer-235	222	4	of	of	ADP
ajeer-235	222	5	the	the	DET
ajeer-235	222	6	random	random	ADJ
ajeer-235	222	7	walk	walk	NOUN
ajeer-235	222	8	hypothesis	hypothesis	NOUN
ajeer-235	222	9	for	for	ADP
ajeer-235	222	10	european	european	ADJ
ajeer-235	222	11	emerging	emerge	VERB
ajeer-235	222	12	stock	stock	NOUN
ajeer-235	222	13	markets	market	NOUN
ajeer-235	222	14	.	.	PUNCT
ajeer-235	223	1	european	european	ADJ
ajeer-235	223	2	journal	journal	PROPN
ajeer-235	223	3	of	of	ADP
ajeer-235	223	4	finance	finance	NOUN
ajeer-235	223	5	,	,	PUNCT
ajeer-235	223	6	9(3	9(3	NUM
ajeer-235	223	7	):	):	PUNCT
ajeer-235	223	8	290	290	NUM
ajeer-235	223	9	-	-	SYM
ajeer-235	223	10	300	300	NUM
ajeer-235	223	11	.	.	PUNCT
ajeer-235	224	1	view	view	NOUN
ajeer-235	224	2	at	at	ADP
ajeer-235	224	3	google	google	PROPN
ajeer-235	224	4	scholar	scholar	NOUN
ajeer-235	224	5	|	|	ADV
ajeer-235	224	6	view	view	NOUN
ajeer-235	224	7	at	at	ADP
ajeer-235	224	8	publisher	publisher	NOUN
ajeer-235	224	9	hussain	hussain	PROPN
ajeer-235	224	10	,	,	PUNCT
ajeer-235	224	11	f.	f.	PROPN
ajeer-235	224	12	,	,	PUNCT
ajeer-235	224	13	k.	k.	PROPN
ajeer-235	224	14	hamid	hamid	PROPN
ajeer-235	224	15	,	,	PUNCT
ajeer-235	224	16	r.s.i	r.s.i	ADJ
ajeer-235	224	17	.	.	PUNCT
ajeer-235	224	18	akash	akash	PROPN
ajeer-235	224	19	and	and	CCONJ
ajeer-235	224	20	m.i	m.i	PROPN
ajeer-235	224	21	.	.	PROPN
ajeer-235	224	22	khan	khan	PROPN
ajeer-235	224	23	,	,	PUNCT
ajeer-235	224	24	2011	2011	NUM
ajeer-235	224	25	.	.	PUNCT
ajeer-235	225	1	day	day	NOUN
ajeer-235	225	2	of	of	ADP
ajeer-235	225	3	the	the	DET
ajeer-235	225	4	week	week	NOUN
ajeer-235	225	5	effect	effect	NOUN
ajeer-235	225	6	and	and	CCONJ
ajeer-235	225	7	stock	stock	NOUN
ajeer-235	225	8	returns	return	NOUN
ajeer-235	225	9	:	:	PUNCT
ajeer-235	225	10	(	(	PUNCT
ajeer-235	225	11	evidence	evidence	NOUN
ajeer-235	225	12	from	from	ADP
ajeer-235	225	13	karachi	karachi	PROPN
ajeer-235	225	14	stock	stock	PROPN
ajeer-235	225	15	exchangepakistan	exchangepakistan	PROPN
ajeer-235	225	16	)	)	PUNCT
ajeer-235	225	17	.	.	PUNCT
ajeer-235	226	1	far	far	PROPN
ajeer-235	226	2	east	east	PROPN
ajeer-235	226	3	journal	journal	PROPN
ajeer-235	226	4	of	of	ADP
ajeer-235	226	5	psychology	psychology	NOUN
ajeer-235	226	6	and	and	CCONJ
ajeer-235	226	7	business	business	NOUN
ajeer-235	226	8	,	,	PUNCT
ajeer-235	226	9	3(1	3(1	NUM
ajeer-235	226	10	):	):	PUNCT
ajeer-235	226	11	25	25	NUM
ajeer-235	226	12	-	-	SYM
ajeer-235	226	13	31	31	NUM
ajeer-235	226	14	.	.	PUNCT
ajeer-235	227	1	ishaq	ishaq	PROPN
ajeer-235	227	2	,	,	PUNCT
ajeer-235	227	3	a.b	a.b	PROPN
ajeer-235	227	4	.	.	PROPN
ajeer-235	227	5	,	,	PUNCT
ajeer-235	227	6	q.m	q.m	PROPN
ajeer-235	227	7	.	.	PROPN
ajeer-235	227	8	suhail	suhail	PROPN
ajeer-235	227	9	and	and	CCONJ
ajeer-235	227	10	n.z	n.z	PROPN
ajeer-235	227	11	.	.	PROPN
ajeer-235	227	12	faisal	faisal	PROPN
ajeer-235	227	13	,	,	PUNCT
ajeer-235	227	14	2014	2014	NUM
ajeer-235	227	15	.	.	PUNCT
ajeer-235	228	1	a	a	DET
ajeer-235	228	2	comparative	comparative	ADJ
ajeer-235	228	3	analysis	analysis	NOUN
ajeer-235	228	4	of	of	ADP
ajeer-235	228	5	the	the	DET
ajeer-235	228	6	efficiency	efficiency	NOUN
ajeer-235	228	7	of	of	ADP
ajeer-235	228	8	the	the	DET
ajeer-235	228	9	stock	stock	NOUN
ajeer-235	228	10	markets	market	NOUN
ajeer-235	228	11	of	of	ADP
ajeer-235	228	12	india	india	PROPN
ajeer-235	228	13	and	and	CCONJ
ajeer-235	228	14	pakistan	pakistan	PROPN
ajeer-235	228	15	.	.	PUNCT
ajeer-235	229	1	global	global	ADJ
ajeer-235	229	2	journal	journal	PROPN
ajeer-235	229	3	of	of	ADP
ajeer-235	229	4	finance	finance	NOUN
ajeer-235	229	5	and	and	CCONJ
ajeer-235	229	6	management	management	NOUN
ajeer-235	229	7	,	,	PUNCT
ajeer-235	229	8	6(2	6(2	NUM
ajeer-235	229	9	):	):	PUNCT
ajeer-235	229	10	117	117	NUM
ajeer-235	229	11	-	-	SYM
ajeer-235	229	12	124	124	NUM
ajeer-235	229	13	.	.	PUNCT
ajeer-235	230	1	view	view	NOUN
ajeer-235	230	2	at	at	ADP
ajeer-235	230	3	google	google	PROPN
ajeer-235	230	4	scholar	scholar	PROPN
ajeer-235	230	5	joel	joel	PROPN
ajeer-235	230	6	,	,	PUNCT
ajeer-235	230	7	o.	o.	PROPN
ajeer-235	230	8	and	and	CCONJ
ajeer-235	230	9	o.i	o.i	PROPN
ajeer-235	230	10	.	.	PROPN
ajeer-235	231	1	sunday	sunday	PROPN
ajeer-235	231	2	,	,	PUNCT
ajeer-235	231	3	2015	2015	NUM
ajeer-235	231	4	.	.	PUNCT
ajeer-235	232	1	test	test	NOUN
ajeer-235	232	2	of	of	ADP
ajeer-235	232	3	random	random	ADJ
ajeer-235	232	4	walk	walk	NOUN
ajeer-235	232	5	hypothesis	hypothesis	NOUN
ajeer-235	232	6	in	in	ADP
ajeer-235	232	7	the	the	DET
ajeer-235	232	8	nigerian	nigerian	ADJ
ajeer-235	232	9	stock	stock	NOUN
ajeer-235	232	10	market	market	NOUN
ajeer-235	232	11	.	.	PUNCT
ajeer-235	233	1	current	current	ADJ
ajeer-235	233	2	research	research	NOUN
ajeer-235	233	3	journal	journal	NOUN
ajeer-235	233	4	of	of	ADP
ajeer-235	233	5	social	social	ADJ
ajeer-235	233	6	sciences	science	NOUN
ajeer-235	233	7	,	,	PUNCT
ajeer-235	233	8	7(2	7(2	NUM
ajeer-235	233	9	):	):	PUNCT
ajeer-235	233	10	27	27	NUM
ajeer-235	233	11	-	-	SYM
ajeer-235	233	12	36	36	NUM
ajeer-235	233	13	.	.	PUNCT
ajeer-235	234	1	kavalerchik	kavalerchik	PROPN
ajeer-235	234	2	,	,	PUNCT
ajeer-235	234	3	r.	r.	PROPN
ajeer-235	234	4	,	,	PUNCT
ajeer-235	234	5	2011	2011	NUM
ajeer-235	234	6	.	.	PUNCT
ajeer-235	235	1	an	an	DET
ajeer-235	235	2	analysis	analysis	NOUN
ajeer-235	235	3	of	of	ADP
ajeer-235	235	4	the	the	DET
ajeer-235	235	5	random	random	ADJ
ajeer-235	235	6	walk	walk	NOUN
ajeer-235	235	7	hypothesis	hypothesis	NOUN
ajeer-235	235	8	based	base	VERB
ajeer-235	235	9	on	on	ADP
ajeer-235	235	10	stock	stock	NOUN
ajeer-235	235	11	prices	price	NOUN
ajeer-235	235	12	,	,	PUNCT
ajeer-235	235	13	dividends	dividend	NOUN
ajeer-235	235	14	,	,	PUNCT
ajeer-235	235	15	and	and	CCONJ
ajeer-235	235	16	earnings	earning	NOUN
ajeer-235	235	17	.	.	PUNCT
ajeer-235	236	1	a	a	DET
ajeer-235	236	2	thesis	thesis	NOUN
ajeer-235	236	3	work	work	NOUN
ajeer-235	236	4	.	.	PUNCT
ajeer-235	237	1	pp	pp	ADP
ajeer-235	237	2	:	:	PUNCT
ajeer-235	237	3	132	132	NUM
ajeer-235	237	4	.	.	PUNCT
ajeer-235	237	5	https://scholar.google.com/scholar?hl=en&q=weak%20form%20efficiency%20of%20the%20nigerian%20stock%20market:%20an%20empirical%20analysis%20(1984%20–%202009	https://scholar.google.com/scholar?hl=en&q=weak%20form%20efficiency%20of%20the%20nigerian%20stock%20market:%20an%20empirical%20analysis%20(1984%20–%202009	NOUN
ajeer-235	237	6	)	)	PUNCT
ajeer-235	237	7	https://scholar.google.com/scholar?hl=en&q=testing%20the%20weak%20form%20of%20efficient%20market%20hypothesis%20in%20nigerian%20capital%20market	https://scholar.google.com/scholar?hl=en&q=testing%20the%20weak%20form%20of%20efficient%20market%20hypothesis%20in%20nigerian%20capital%20market	NOUN
ajeer-235	237	8	http://dx.doi.org/10.5430/afr.v1n1p169	http://dx.doi.org/10.5430/afr.v1n1p169	NOUN
ajeer-235	237	9	https://scholar.google.com/scholar?hl=en&q=the%20random%20walk%20hypothesis%20and%20the%20evidence%20from%20the%20amman%20(jordan)%20stock%20exchange	https://scholar.google.com/scholar?hl=en&q=the%20random%20walk%20hypothesis%20and%20the%20evidence%20from%20the%20amman%20(jordan)%20stock%20exchange	NOUN
ajeer-235	237	10	https://scholar.google.com/scholar?hl=en&q=the%20random%20walk%20hypothesis%20for%20chinese%20stock%20markets:%20evidence%20from%20variance%20ratio%20tests	https://scholar.google.com/scholar?hl=en&q=the%20random%20walk%20hypothesis%20for%20chinese%20stock%20markets:%20evidence%20from%20variance%20ratio%20test	NOUN
ajeer-235	237	11	http://dx.doi.org/10.1016/j.ecosys.2008.09.003	http://dx.doi.org/10.1016/j.ecosys.2008.09.003	NOUN
ajeer-235	237	12	http://dx.doi.org/10.2469/faj.v21.n5.55	http://dx.doi.org/10.2469/faj.v21.n5.55	NOUN
ajeer-235	237	13	https://scholar.google.com/scholar?hl=en&q=stock%20market%20prices%20and%20the%20random%20walk%20hypothesis:%20further%20evidence%20from%20nigeria	https://scholar.google.com/scholar?hl=en&q=stock%20market%20prices%20and%20the%20random%20walk%20hypothesis:%20further%20evidence%20from%20nigeria	NOUN
ajeer-235	237	14	https://scholar.google.com/scholar?hl=en&q=variance%20ratio%20tests%20of%20the%20random%20walk%20hypothesis%20for%20european%20emerging%20stock%20markets	https://scholar.google.com/scholar?hl=en&q=variance%20ratio%20tests%20of%20the%20random%20walk%20hypothesis%20for%20european%20emerging%20stock%20market	NOUN
ajeer-235	237	15	http://dx.doi.org/10.1080/1351847021000025777	http://dx.doi.org/10.1080/1351847021000025777	VERB
ajeer-235	237	16	https://scholar.google.com/scholar?hl=en&q=a%20comparative%20analysis%20of%20the%20efficiency%20of%20the%20stock%20markets%20of%20india%20and%20pakistan	https://scholar.google.com/scholar?hl=en&q=a%20comparative%20analysis%20of%20the%20efficiency%20of%20the%20stock%20markets%20of%20india%20and%20pakistan	PROPN
ajeer-235	237	17	asian	asian	ADJ
ajeer-235	237	18	journal	journal	NOUN
ajeer-235	237	19	of	of	ADP
ajeer-235	237	20	economics	economic	NOUN
ajeer-235	237	21	and	and	CCONJ
ajeer-235	237	22	empirical	empirical	ADJ
ajeer-235	237	23	research	research	NOUN
ajeer-235	237	24	,	,	PUNCT
ajeer-235	237	25	2017	2017	NUM
ajeer-235	237	26	,	,	PUNCT
ajeer-235	237	27	4(2	4(2	NUM
ajeer-235	237	28	):	):	PUNCT
ajeer-235	237	29	99	99	NUM
ajeer-235	237	30	-	-	SYM
ajeer-235	237	31	105	105	NUM
ajeer-235	237	32	105	105	NUM
ajeer-235	237	33	kendall	kendall	PROPN
ajeer-235	237	34	,	,	PUNCT
ajeer-235	237	35	r.	r.	PROPN
ajeer-235	237	36	,	,	PUNCT
ajeer-235	237	37	1953	1953	NUM
ajeer-235	237	38	.	.	PUNCT
ajeer-235	238	1	the	the	DET
ajeer-235	238	2	analysis	analysis	NOUN
ajeer-235	238	3	of	of	ADP
ajeer-235	238	4	economic	economic	ADJ
ajeer-235	238	5	time	time	NOUN
ajeer-235	238	6	-	-	PUNCT
ajeer-235	238	7	series	series	NOUN
ajeer-235	238	8	-	-	PUNCT
ajeer-235	238	9	part	part	NOUN
ajeer-235	238	10	i	i	NOUN
ajeer-235	238	11	:	:	PUNCT
ajeer-235	238	12	prices	price	NOUN
ajeer-235	238	13	.	.	PUNCT
ajeer-235	239	1	journal	journal	NOUN
ajeer-235	239	2	of	of	ADP
ajeer-235	239	3	the	the	DET
ajeer-235	239	4	royal	royal	ADJ
ajeer-235	239	5	statistical	statistical	ADJ
ajeer-235	239	6	society	society	NOUN
ajeer-235	239	7	,	,	PUNCT
ajeer-235	239	8	96(1	96(1	NUM
ajeer-235	239	9	):	):	PUNCT
ajeer-235	239	10	11	11	NUM
ajeer-235	239	11	-	-	SYM
ajeer-235	239	12	34	34	NUM
ajeer-235	239	13	.	.	PUNCT
ajeer-235	240	1	view	view	NOUN
ajeer-235	240	2	at	at	ADP
ajeer-235	240	3	google	google	PROPN
ajeer-235	240	4	scholar	scholar	NOUN
ajeer-235	240	5	|	|	ADV
ajeer-235	240	6	view	view	NOUN
ajeer-235	240	7	at	at	ADP
ajeer-235	240	8	publisher	publisher	PROPN
ajeer-235	240	9	lo	lo	PROPN
ajeer-235	240	10	,	,	PUNCT
ajeer-235	240	11	a.w	a.w	PROPN
ajeer-235	240	12	.	.	PROPN
ajeer-235	240	13	and	and	CCONJ
ajeer-235	240	14	a.c	a.c	PROPN
ajeer-235	240	15	.	.	PROPN
ajeer-235	240	16	mackinlay	mackinlay	PROPN
ajeer-235	240	17	,	,	PUNCT
ajeer-235	240	18	1988	1988	NUM
ajeer-235	240	19	.	.	PUNCT
ajeer-235	241	1	stock	stock	NOUN
ajeer-235	241	2	market	market	NOUN
ajeer-235	241	3	prices	price	NOUN
ajeer-235	241	4	do	do	AUX
ajeer-235	241	5	not	not	PART
ajeer-235	241	6	follow	follow	VERB
ajeer-235	241	7	random	random	ADJ
ajeer-235	241	8	walks	walk	NOUN
ajeer-235	241	9	:	:	PUNCT
ajeer-235	241	10	evidence	evidence	NOUN
ajeer-235	241	11	from	from	ADP
ajeer-235	241	12	a	a	DET
ajeer-235	241	13	simple	simple	ADJ
ajeer-235	241	14	specification	specification	NOUN
ajeer-235	241	15	test	test	NOUN
ajeer-235	241	16	.	.	PUNCT
ajeer-235	242	1	review	review	NOUN
ajeer-235	242	2	of	of	ADP
ajeer-235	242	3	financial	financial	ADJ
ajeer-235	242	4	studies	study	NOUN
ajeer-235	242	5	,	,	PUNCT
ajeer-235	242	6	1(1	1(1	NUM
ajeer-235	242	7	):	):	PUNCT
ajeer-235	242	8	41	41	NUM
ajeer-235	242	9	-	-	SYM
ajeer-235	242	10	66	66	NUM
ajeer-235	242	11	.	.	PUNCT
ajeer-235	243	1	view	view	NOUN
ajeer-235	243	2	at	at	ADP
ajeer-235	243	3	google	google	PROPN
ajeer-235	243	4	scholar	scholar	NOUN
ajeer-235	243	5	|	|	ADV
ajeer-235	243	6	view	view	NOUN
ajeer-235	243	7	at	at	ADP
ajeer-235	243	8	publisher	publisher	PROPN
ajeer-235	243	9	mojekwu	mojekwu	PROPN
ajeer-235	243	10	,	,	PUNCT
ajeer-235	243	11	j.n	j.n	PROPN
ajeer-235	243	12	.	.	PROPN
ajeer-235	243	13	and	and	CCONJ
ajeer-235	243	14	s.	s.	PROPN
ajeer-235	243	15	ogege	ogege	PROPN
ajeer-235	243	16	,	,	PUNCT
ajeer-235	243	17	2013	2013	NUM
ajeer-235	243	18	.	.	PUNCT
ajeer-235	244	1	econometric	econometric	ADJ
ajeer-235	244	2	investigation	investigation	NOUN
ajeer-235	244	3	of	of	ADP
ajeer-235	244	4	the	the	DET
ajeer-235	244	5	random	random	ADJ
ajeer-235	244	6	walk	walk	NOUN
ajeer-235	244	7	hypothesis	hypothesis	NOUN
ajeer-235	244	8	in	in	ADP
ajeer-235	244	9	the	the	DET
ajeer-235	244	10	nigerian	nigerian	ADJ
ajeer-235	244	11	stock	stock	NOUN
ajeer-235	244	12	market	market	NOUN
ajeer-235	244	13	.	.	PUNCT
ajeer-235	245	1	journal	journal	NOUN
ajeer-235	245	2	of	of	ADP
ajeer-235	245	3	emerging	emerge	VERB
ajeer-235	245	4	issues	issue	NOUN
ajeer-235	245	5	in	in	ADP
ajeer-235	245	6	economics	economic	NOUN
ajeer-235	245	7	,	,	PUNCT
ajeer-235	245	8	finance	finance	NOUN
ajeer-235	245	9	and	and	CCONJ
ajeer-235	245	10	banking	banking	NOUN
ajeer-235	245	11	,	,	PUNCT
ajeer-235	245	12	1(5	1(5	NUM
ajeer-235	245	13	):	):	PUNCT
ajeer-235	245	14	381400	381400	NUM
ajeer-235	245	15	.	.	PUNCT
ajeer-235	246	1	view	view	NOUN
ajeer-235	246	2	at	at	ADP
ajeer-235	246	3	google	google	PROPN
ajeer-235	246	4	scholar	scholar	PROPN
ajeer-235	246	5	nwidobie	nwidobie	PROPN
ajeer-235	246	6	,	,	PUNCT
ajeer-235	246	7	b.m	b.m	PROPN
ajeer-235	246	8	.	.	PROPN
ajeer-235	246	9	,	,	PUNCT
ajeer-235	246	10	2014	2014	NUM
ajeer-235	246	11	.	.	PUNCT
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ajeer-235	247	6	an	an	DET
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ajeer-235	247	9	in	in	ADP
ajeer-235	247	10	the	the	DET
ajeer-235	247	11	nigerian	nigerian	ADJ
ajeer-235	247	12	capital	capital	NOUN
ajeer-235	247	13	market	market	NOUN
ajeer-235	247	14	.	.	PUNCT
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ajeer-235	248	8	):	):	PUNCT
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ajeer-235	253	13	.	.	PUNCT
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ajeer-235	255	14	.	.	PUNCT
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ajeer-235	257	6	-	-	SYM
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ajeer-235	257	8	.	.	PUNCT
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ajeer-235	262	4	-	-	PUNCT
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