id	sid	tid	token	lemma	pos
ajfa-3725	1	1	microsoft	microsoft	PROPN
ajfa-3725	1	2	word	word	NOUN
ajfa-3725	1	3	3725-14003-2-rv-new2.docx	3725-14003-2-rv-new2.docx	NUM
ajfa-3725	1	4	asian	asian	ADJ
ajfa-3725	1	5	journal	journal	NOUN
ajfa-3725	1	6	of	of	ADP
ajfa-3725	1	7	finance	finance	PROPN
ajfa-3725	1	8	&	&	CCONJ
ajfa-3725	1	9	accounting	accounting	PROPN
ajfa-3725	1	10	issn	issn	PROPN
ajfa-3725	1	11	1946	1946	NUM
ajfa-3725	1	12	-	-	PUNCT
ajfa-3725	1	13	052x	052x	NOUN
ajfa-3725	1	14	2013	2013	NUM
ajfa-3725	1	15	,	,	PUNCT
ajfa-3725	1	16	vol	vol	NOUN
ajfa-3725	1	17	.	.	PROPN
ajfa-3725	1	18	5	5	NUM
ajfa-3725	1	19	,	,	PUNCT
ajfa-3725	1	20	no	no	INTJ
ajfa-3725	1	21	.	.	NOUN
ajfa-3725	1	22	1	1	NUM
ajfa-3725	1	23	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	1	24	386	386	NUM
ajfa-3725	1	25	an	an	DET
ajfa-3725	1	26	application	application	NOUN
ajfa-3725	1	27	of	of	ADP
ajfa-3725	1	28	the	the	DET
ajfa-3725	1	29	weak	weak	ADJ
ajfa-3725	1	30	form	form	NOUN
ajfa-3725	1	31	of	of	ADP
ajfa-3725	1	32	the	the	DET
ajfa-3725	1	33	efficiency	efficiency	NOUN
ajfa-3725	1	34	hypothesis	hypothesis	NOUN
ajfa-3725	1	35	on	on	ADP
ajfa-3725	1	36	the	the	DET
ajfa-3725	1	37	saudi	saudi	PROPN
ajfa-3725	1	38	arabia	arabia	PROPN
ajfa-3725	1	39	stock	stock	NOUN
ajfa-3725	1	40	market	market	NOUN
ajfa-3725	1	41	after	after	ADP
ajfa-3725	1	42	tadawul	tadawul	PROPN
ajfa-3725	1	43	mohammed	mohammed	PROPN
ajfa-3725	1	44	hokroh	hokroh	PROPN
ajfa-3725	1	45	university	university	PROPN
ajfa-3725	1	46	of	of	ADP
ajfa-3725	1	47	leicester	leicester	PROPN
ajfa-3725	1	48	,	,	PUNCT
ajfa-3725	1	49	uk	uk	PROPN
ajfa-3725	1	50	received	receive	VERB
ajfa-3725	1	51	:	:	PUNCT
ajfa-3725	1	52	feb	feb	PROPN
ajfa-3725	1	53	.	.	PROPN
ajfa-3725	1	54	24	24	NUM
ajfa-3725	1	55	,	,	PUNCT
ajfa-3725	1	56	2013	2013	NUM
ajfa-3725	1	57	accepted	accept	VERB
ajfa-3725	1	58	:	:	PUNCT
ajfa-3725	1	59	may	may	AUX
ajfa-3725	1	60	20	20	NUM
ajfa-3725	1	61	,	,	PUNCT
ajfa-3725	1	62	2013	2013	NUM
ajfa-3725	1	63	published	publish	VERB
ajfa-3725	1	64	:	:	PUNCT
ajfa-3725	1	65	june	june	PROPN
ajfa-3725	1	66	1	1	NUM
ajfa-3725	1	67	,	,	PUNCT
ajfa-3725	1	68	2013	2013	NUM
ajfa-3725	1	69	doi:10.5296	doi:10.5296	NOUN
ajfa-3725	1	70	/	/	SYM
ajfa-3725	1	71	ajfa.v5i1.3725	ajfa.v5i1.3725	PUNCT
ajfa-3725	1	72	url	url	NOUN
ajfa-3725	1	73	:	:	PUNCT
ajfa-3725	1	74	http://dx.doi.org/10.5296/ajfa.v5i1.3725	http://dx.doi.org/10.5296/ajfa.v5i1.3725	X
ajfa-3725	1	75	abstract	abstract	VERB
ajfa-3725	1	76	the	the	DET
ajfa-3725	1	77	aim	aim	NOUN
ajfa-3725	1	78	of	of	ADP
ajfa-3725	1	79	this	this	DET
ajfa-3725	1	80	study	study	NOUN
ajfa-3725	1	81	is	be	AUX
ajfa-3725	1	82	to	to	PART
ajfa-3725	1	83	test	test	VERB
ajfa-3725	1	84	the	the	DET
ajfa-3725	1	85	efficiency	efficiency	NOUN
ajfa-3725	1	86	of	of	ADP
ajfa-3725	1	87	the	the	DET
ajfa-3725	1	88	saudi	saudi	ADJ
ajfa-3725	1	89	stock	stock	NOUN
ajfa-3725	1	90	market	market	NOUN
ajfa-3725	1	91	(	(	PUNCT
ajfa-3725	1	92	ssm	ssm	PROPN
ajfa-3725	1	93	)	)	PUNCT
ajfa-3725	1	94	after	after	ADP
ajfa-3725	1	95	“	"	PUNCT
ajfa-3725	1	96	tadawul	tadawul	PROPN
ajfa-3725	1	97	”	"	PUNCT
ajfa-3725	1	98	(	(	PUNCT
ajfa-3725	1	99	the	the	DET
ajfa-3725	1	100	entity	entity	NOUN
ajfa-3725	1	101	responsible	responsible	ADJ
ajfa-3725	1	102	for	for	ADP
ajfa-3725	1	103	operating	operate	VERB
ajfa-3725	1	104	the	the	DET
ajfa-3725	1	105	ssm	ssm	NOUN
ajfa-3725	1	106	)	)	PUNCT
ajfa-3725	1	107	.	.	PUNCT
ajfa-3725	2	1	the	the	DET
ajfa-3725	2	2	weak	weak	ADJ
ajfa-3725	2	3	form	form	NOUN
ajfa-3725	2	4	of	of	ADP
ajfa-3725	2	5	the	the	DET
ajfa-3725	2	6	efficiency	efficiency	NOUN
ajfa-3725	2	7	theory	theory	NOUN
ajfa-3725	2	8	was	be	AUX
ajfa-3725	2	9	applied	apply	VERB
ajfa-3725	2	10	to	to	PART
ajfa-3725	2	11	test	test	VERB
ajfa-3725	2	12	the	the	DET
ajfa-3725	2	13	ssm	ssm	PROPN
ajfa-3725	2	14	efficiency	efficiency	NOUN
ajfa-3725	2	15	.	.	PUNCT
ajfa-3725	3	1	the	the	DET
ajfa-3725	3	2	ssm	ssm	PROPN
ajfa-3725	3	3	daily	daily	ADJ
ajfa-3725	3	4	stock	stock	NOUN
ajfa-3725	3	5	price	price	NOUN
ajfa-3725	3	6	returns	return	NOUN
ajfa-3725	3	7	index	index	NOUN
ajfa-3725	3	8	was	be	AUX
ajfa-3725	3	9	examined	examine	VERB
ajfa-3725	3	10	using	use	VERB
ajfa-3725	3	11	autocorrelation	autocorrelation	NOUN
ajfa-3725	3	12	and	and	CCONJ
ajfa-3725	3	13	the	the	DET
ajfa-3725	3	14	run	run	NOUN
ajfa-3725	3	15	test	test	NOUN
ajfa-3725	3	16	of	of	ADP
ajfa-3725	3	17	randomness	randomness	NOUN
ajfa-3725	3	18	from	from	ADP
ajfa-3725	3	19	january	january	PROPN
ajfa-3725	3	20	1st	1st	NOUN
ajfa-3725	3	21	2007	2007	NUM
ajfa-3725	3	22	to	to	ADP
ajfa-3725	3	23	march	march	PROPN
ajfa-3725	3	24	18th	18th	NOUN
ajfa-3725	3	25	2007	2007	NUM
ajfa-3725	3	26	(	(	PUNCT
ajfa-3725	3	27	before	before	ADP
ajfa-3725	3	28	tadawul	tadawul	PROPN
ajfa-3725	3	29	)	)	PUNCT
ajfa-3725	3	30	and	and	CCONJ
ajfa-3725	3	31	from	from	ADP
ajfa-3725	3	32	march	march	PROPN
ajfa-3725	3	33	19th	19th	NOUN
ajfa-3725	3	34	2007	2007	NUM
ajfa-3725	3	35	to	to	ADP
ajfa-3725	3	36	may	may	PROPN
ajfa-3725	3	37	29th	29th	NOUN
ajfa-3725	3	38	2007	2007	NUM
ajfa-3725	3	39	(	(	PUNCT
ajfa-3725	3	40	after	after	ADP
ajfa-3725	3	41	tadawul	tadawul	PROPN
ajfa-3725	3	42	)	)	PUNCT
ajfa-3725	3	43	.	.	PUNCT
ajfa-3725	4	1	the	the	DET
ajfa-3725	4	2	results	result	NOUN
ajfa-3725	4	3	suggest	suggest	VERB
ajfa-3725	4	4	more	more	ADJ
ajfa-3725	4	5	investigation	investigation	NOUN
ajfa-3725	4	6	to	to	PART
ajfa-3725	4	7	be	be	AUX
ajfa-3725	4	8	done	do	VERB
ajfa-3725	4	9	on	on	ADP
ajfa-3725	4	10	the	the	DET
ajfa-3725	4	11	ssm	ssm	PROPN
ajfa-3725	4	12	behavioral	behavioral	ADJ
ajfa-3725	4	13	finance	finance	NOUN
ajfa-3725	4	14	and	and	CCONJ
ajfa-3725	4	15	under	under	ADP
ajfa-3725	4	16	reaction	reaction	NOUN
ajfa-3725	4	17	and	and	CCONJ
ajfa-3725	4	18	overreaction	overreaction	NOUN
ajfa-3725	4	19	split	split	NOUN
ajfa-3725	4	20	to	to	PART
ajfa-3725	4	21	confirm	confirm	VERB
ajfa-3725	4	22	the	the	DET
ajfa-3725	4	23	ssm	ssm	PROPN
ajfa-3725	4	24	“	"	PUNCT
ajfa-3725	4	25	efficiency	efficiency	NOUN
ajfa-3725	4	26	”	"	PUNCT
ajfa-3725	4	27	.	.	PUNCT
ajfa-3725	5	1	keywords	keyword	NOUN
ajfa-3725	5	2	:	:	PUNCT
ajfa-3725	5	3	saudi	saudi	ADJ
ajfa-3725	5	4	stock	stock	NOUN
ajfa-3725	5	5	market	market	NOUN
ajfa-3725	5	6	,	,	PUNCT
ajfa-3725	5	7	hokroh	hokroh	PROPN
ajfa-3725	5	8	,	,	PUNCT
ajfa-3725	5	9	tadawul	tadawul	NOUN
ajfa-3725	5	10	,	,	PUNCT
ajfa-3725	5	11	efficient	efficient	ADJ
ajfa-3725	5	12	market	market	NOUN
ajfa-3725	5	13	hypothesis	hypothesis	NOUN
ajfa-3725	5	14	,	,	PUNCT
ajfa-3725	5	15	fama	fama	PROPN
ajfa-3725	5	16	asian	asian	ADJ
ajfa-3725	5	17	journal	journal	NOUN
ajfa-3725	5	18	of	of	ADP
ajfa-3725	5	19	finance	finance	PROPN
ajfa-3725	5	20	&	&	CCONJ
ajfa-3725	5	21	accounting	accounting	PROPN
ajfa-3725	5	22	issn	issn	PROPN
ajfa-3725	5	23	1946	1946	NUM
ajfa-3725	5	24	-	-	PUNCT
ajfa-3725	5	25	052x	052x	NOUN
ajfa-3725	5	26	2013	2013	NUM
ajfa-3725	5	27	,	,	PUNCT
ajfa-3725	5	28	vol	vol	NOUN
ajfa-3725	5	29	.	.	PROPN
ajfa-3725	5	30	5	5	NUM
ajfa-3725	5	31	,	,	PUNCT
ajfa-3725	5	32	no	no	INTJ
ajfa-3725	5	33	.	.	NOUN
ajfa-3725	5	34	1	1	NUM
ajfa-3725	5	35	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	5	36	387	387	NUM
ajfa-3725	5	37	1	1	NUM
ajfa-3725	5	38	.	.	PUNCT
ajfa-3725	6	1	introduction	introduction	NOUN
ajfa-3725	6	2	1.1	1.1	NUM
ajfa-3725	6	3	the	the	DET
ajfa-3725	6	4	efficient	efficient	ADJ
ajfa-3725	6	5	market	market	NOUN
ajfa-3725	6	6	hypothesis	hypothesis	NOUN
ajfa-3725	6	7	(	(	PUNCT
ajfa-3725	6	8	emh	emh	PROPN
ajfa-3725	6	9	)	)	PUNCT
ajfa-3725	6	10	the	the	DET
ajfa-3725	6	11	efficient	efficient	ADJ
ajfa-3725	6	12	market	market	NOUN
ajfa-3725	6	13	hypothesis	hypothesis	NOUN
ajfa-3725	6	14	(	(	PUNCT
ajfa-3725	6	15	emh	emh	PROPN
ajfa-3725	6	16	)	)	PUNCT
ajfa-3725	6	17	is	be	AUX
ajfa-3725	6	18	a	a	DET
ajfa-3725	6	19	key	key	ADJ
ajfa-3725	6	20	discussion	discussion	NOUN
ajfa-3725	6	21	in	in	ADP
ajfa-3725	6	22	the	the	DET
ajfa-3725	6	23	finance	finance	NOUN
ajfa-3725	6	24	literature	literature	NOUN
ajfa-3725	6	25	.	.	PUNCT
ajfa-3725	7	1	dr	dr	PROPN
ajfa-3725	7	2	.	.	PROPN
ajfa-3725	7	3	eugene	eugene	PROPN
ajfa-3725	7	4	fama	fama	PROPN
ajfa-3725	7	5	pointed	point	VERB
ajfa-3725	7	6	out	out	ADP
ajfa-3725	7	7	that	that	SCONJ
ajfa-3725	7	8	there	there	PRON
ajfa-3725	7	9	are	be	VERB
ajfa-3725	7	10	three	three	NUM
ajfa-3725	7	11	forms	form	NOUN
ajfa-3725	7	12	of	of	ADP
ajfa-3725	7	13	this	this	DET
ajfa-3725	7	14	theory	theory	NOUN
ajfa-3725	7	15	,	,	PUNCT
ajfa-3725	7	16	the	the	PRON
ajfa-3725	7	17	strong	strong	ADJ
ajfa-3725	7	18	,	,	PUNCT
ajfa-3725	7	19	semi	semi	ADJ
ajfa-3725	7	20	-	-	ADJ
ajfa-3725	7	21	strong	strong	ADJ
ajfa-3725	7	22	and	and	CCONJ
ajfa-3725	7	23	weak	weak	ADJ
ajfa-3725	7	24	form	form	NOUN
ajfa-3725	7	25	.	.	PUNCT
ajfa-3725	8	1	he	he	PRON
ajfa-3725	8	2	further	far	ADV
ajfa-3725	8	3	defined	define	VERB
ajfa-3725	8	4	the	the	DET
ajfa-3725	8	5	weak	weak	ADJ
ajfa-3725	8	6	-	-	PUNCT
ajfa-3725	8	7	form	form	NOUN
ajfa-3725	8	8	as	as	ADP
ajfa-3725	8	9	a	a	DET
ajfa-3725	8	10	market	market	NOUN
ajfa-3725	8	11	where	where	SCONJ
ajfa-3725	8	12	,	,	PUNCT
ajfa-3725	8	13	under	under	ADP
ajfa-3725	8	14	analysis	analysis	NOUN
ajfa-3725	8	15	,	,	PUNCT
ajfa-3725	8	16	firms	firm	NOUN
ajfa-3725	8	17	’	'	PUNCT
ajfa-3725	8	18	historical	historical	ADJ
ajfa-3725	8	19	information	information	NOUN
ajfa-3725	8	20	will	will	AUX
ajfa-3725	8	21	be	be	AUX
ajfa-3725	8	22	fully	fully	ADV
ajfa-3725	8	23	and	and	CCONJ
ajfa-3725	8	24	quickly	quickly	ADV
ajfa-3725	8	25	reflected	reflect	VERB
ajfa-3725	8	26	in	in	ADP
ajfa-3725	8	27	its	its	PRON
ajfa-3725	8	28	present	present	ADJ
ajfa-3725	8	29	stock	stock	NOUN
ajfa-3725	8	30	price	price	NOUN
ajfa-3725	8	31	.	.	PUNCT
ajfa-3725	9	1	(	(	PUNCT
ajfa-3725	9	2	poshakwale	poshakwale	NOUN
ajfa-3725	9	3	1996	1996	NUM
ajfa-3725	9	4	)	)	PUNCT
ajfa-3725	10	1	this	this	PRON
ajfa-3725	10	2	is	be	AUX
ajfa-3725	10	3	to	to	PART
ajfa-3725	10	4	differentiate	differentiate	VERB
ajfa-3725	10	5	it	it	PRON
ajfa-3725	10	6	from	from	ADP
ajfa-3725	10	7	the	the	DET
ajfa-3725	10	8	strong	strong	ADJ
ajfa-3725	10	9	form	form	NOUN
ajfa-3725	10	10	which	which	PRON
ajfa-3725	10	11	is	be	AUX
ajfa-3725	10	12	defined	define	VERB
ajfa-3725	10	13	as	as	ADP
ajfa-3725	10	14	a	a	DET
ajfa-3725	10	15	market	market	NOUN
ajfa-3725	10	16	where	where	SCONJ
ajfa-3725	10	17	,	,	PUNCT
ajfa-3725	10	18	under	under	ADP
ajfa-3725	10	19	analysis	analysis	NOUN
ajfa-3725	10	20	,	,	PUNCT
ajfa-3725	10	21	firm	firm	NOUN
ajfa-3725	10	22	’s	’s	PART
ajfa-3725	10	23	publicly	publicly	ADV
ajfa-3725	10	24	available	available	ADJ
ajfa-3725	10	25	or	or	CCONJ
ajfa-3725	10	26	privately	privately	ADV
ajfa-3725	10	27	held	hold	VERB
ajfa-3725	10	28	information	information	NOUN
ajfa-3725	10	29	will	will	AUX
ajfa-3725	10	30	be	be	AUX
ajfa-3725	10	31	fully	fully	ADV
ajfa-3725	10	32	and	and	CCONJ
ajfa-3725	10	33	quickly	quickly	ADV
ajfa-3725	10	34	reflected	reflect	VERB
ajfa-3725	10	35	in	in	ADP
ajfa-3725	10	36	its	its	PRON
ajfa-3725	10	37	present	present	ADJ
ajfa-3725	10	38	stock	stock	NOUN
ajfa-3725	10	39	price	price	NOUN
ajfa-3725	10	40	.	.	PUNCT
ajfa-3725	11	1	on	on	ADP
ajfa-3725	11	2	the	the	DET
ajfa-3725	11	3	other	other	ADJ
ajfa-3725	11	4	hand	hand	NOUN
ajfa-3725	11	5	,	,	PUNCT
ajfa-3725	11	6	the	the	DET
ajfa-3725	11	7	semi	semi	ADJ
ajfa-3725	11	8	-	-	ADJ
ajfa-3725	11	9	strong	strong	ADJ
ajfa-3725	11	10	form	form	NOUN
ajfa-3725	11	11	is	be	AUX
ajfa-3725	11	12	defined	define	VERB
ajfa-3725	11	13	as	as	ADP
ajfa-3725	11	14	a	a	DET
ajfa-3725	11	15	market	market	NOUN
ajfa-3725	11	16	where	where	SCONJ
ajfa-3725	11	17	,	,	PUNCT
ajfa-3725	11	18	under	under	ADP
ajfa-3725	11	19	analysis	analysis	NOUN
ajfa-3725	11	20	,	,	PUNCT
ajfa-3725	11	21	firm	firm	NOUN
ajfa-3725	11	22	’s	’s	PART
ajfa-3725	11	23	publicly	publicly	ADV
ajfa-3725	11	24	available	available	ADJ
ajfa-3725	11	25	information	information	NOUN
ajfa-3725	11	26	will	will	AUX
ajfa-3725	11	27	be	be	AUX
ajfa-3725	11	28	fully	fully	ADV
ajfa-3725	11	29	and	and	CCONJ
ajfa-3725	11	30	quickly	quickly	ADV
ajfa-3725	11	31	reflected	reflect	VERB
ajfa-3725	11	32	in	in	ADP
ajfa-3725	11	33	its	its	PRON
ajfa-3725	11	34	present	present	ADJ
ajfa-3725	11	35	stock	stock	NOUN
ajfa-3725	11	36	price	price	NOUN
ajfa-3725	11	37	.	.	PUNCT
ajfa-3725	12	1	(	(	PUNCT
ajfa-3725	12	2	gili	gili	PROPN
ajfa-3725	12	3	et.al	et.al	PROPN
ajfa-3725	12	4	.	.	PUNCT
ajfa-3725	12	5	2008	2008	NUM
ajfa-3725	12	6	)	)	PUNCT
ajfa-3725	12	7	few	few	ADJ
ajfa-3725	12	8	applications	application	NOUN
ajfa-3725	12	9	of	of	ADP
ajfa-3725	12	10	the	the	DET
ajfa-3725	12	11	theory	theory	NOUN
ajfa-3725	12	12	were	be	AUX
ajfa-3725	12	13	attempted	attempt	VERB
ajfa-3725	12	14	in	in	ADP
ajfa-3725	12	15	the	the	DET
ajfa-3725	12	16	saudi	saudi	ADJ
ajfa-3725	12	17	stock	stock	NOUN
ajfa-3725	12	18	market	market	NOUN
ajfa-3725	12	19	(	(	PUNCT
ajfa-3725	12	20	ssm	ssm	PROPN
ajfa-3725	12	21	)	)	PUNCT
ajfa-3725	12	22	.	.	PUNCT
ajfa-3725	13	1	1.2	1.2	NUM
ajfa-3725	13	2	the	the	DET
ajfa-3725	13	3	history	history	NOUN
ajfa-3725	13	4	of	of	ADP
ajfa-3725	13	5	the	the	DET
ajfa-3725	13	6	saudi	saudi	ADJ
ajfa-3725	13	7	stock	stock	NOUN
ajfa-3725	13	8	market	market	NOUN
ajfa-3725	13	9	(	(	PUNCT
ajfa-3725	13	10	ssm	ssm	PROPN
ajfa-3725	13	11	)	)	PUNCT
ajfa-3725	13	12	and	and	CCONJ
ajfa-3725	13	13	the	the	DET
ajfa-3725	13	14	“	"	PUNCT
ajfa-3725	13	15	tadawul	tadawul	PROPN
ajfa-3725	13	16	”	"	PUNCT
ajfa-3725	13	17	system	system	NOUN
ajfa-3725	13	18	the	the	DET
ajfa-3725	13	19	history	history	NOUN
ajfa-3725	13	20	of	of	ADP
ajfa-3725	13	21	the	the	DET
ajfa-3725	13	22	ssm	ssm	NOUN
ajfa-3725	13	23	goes	go	VERB
ajfa-3725	13	24	back	back	ADV
ajfa-3725	13	25	to	to	ADP
ajfa-3725	13	26	early	early	ADJ
ajfa-3725	13	27	1934	1934	NUM
ajfa-3725	13	28	,	,	PUNCT
ajfa-3725	13	29	when	when	SCONJ
ajfa-3725	13	30	stocks	stock	NOUN
ajfa-3725	13	31	were	be	AUX
ajfa-3725	13	32	unofficially	unofficially	ADV
ajfa-3725	13	33	traded	trade	VERB
ajfa-3725	13	34	.	.	PUNCT
ajfa-3725	14	1	in	in	ADP
ajfa-3725	14	2	1983	1983	NUM
ajfa-3725	14	3	,	,	PUNCT
ajfa-3725	14	4	the	the	DET
ajfa-3725	14	5	official	official	ADJ
ajfa-3725	14	6	ssm	ssm	PROPN
ajfa-3725	14	7	was	be	AUX
ajfa-3725	14	8	formed	form	VERB
ajfa-3725	14	9	and	and	CCONJ
ajfa-3725	14	10	gradually	gradually	ADV
ajfa-3725	14	11	emerged	emerge	VERB
ajfa-3725	14	12	until	until	ADP
ajfa-3725	14	13	this	this	DET
ajfa-3725	14	14	date	date	NOUN
ajfa-3725	14	15	.	.	PUNCT
ajfa-3725	15	1	(	(	PUNCT
ajfa-3725	15	2	al	al	PROPN
ajfa-3725	15	3	-	-	PUNCT
ajfa-3725	15	4	bogami	bogami	PROPN
ajfa-3725	15	5	1996	1996	NUM
ajfa-3725	15	6	)	)	PUNCT
ajfa-3725	15	7	“	"	PUNCT
ajfa-3725	15	8	tadawul	tadawul	PROPN
ajfa-3725	15	9	”	"	PUNCT
ajfa-3725	15	10	is	be	AUX
ajfa-3725	15	11	the	the	DET
ajfa-3725	15	12	name	name	NOUN
ajfa-3725	15	13	of	of	ADP
ajfa-3725	15	14	the	the	DET
ajfa-3725	15	15	company	company	NOUN
ajfa-3725	15	16	responsible	responsible	ADJ
ajfa-3725	15	17	for	for	ADP
ajfa-3725	15	18	operating	operate	VERB
ajfa-3725	15	19	the	the	DET
ajfa-3725	15	20	market	market	NOUN
ajfa-3725	15	21	effectively	effectively	ADV
ajfa-3725	15	22	and	and	CCONJ
ajfa-3725	15	23	efficiently	efficiently	ADV
ajfa-3725	15	24	,	,	PUNCT
ajfa-3725	15	25	ensuring	ensure	VERB
ajfa-3725	15	26	market	market	NOUN
ajfa-3725	15	27	integrity	integrity	NOUN
ajfa-3725	15	28	,	,	PUNCT
ajfa-3725	15	29	fairness	fairness	NOUN
ajfa-3725	15	30	and	and	CCONJ
ajfa-3725	15	31	education	education	NOUN
ajfa-3725	15	32	of	of	ADP
ajfa-3725	15	33	customers	customer	NOUN
ajfa-3725	15	34	(	(	PUNCT
ajfa-3725	15	35	tadawul	tadawul	NOUN
ajfa-3725	15	36	2013a	2013a	NUM
ajfa-3725	15	37	)	)	PUNCT
ajfa-3725	15	38	.	.	PUNCT
ajfa-3725	16	1	the	the	DET
ajfa-3725	16	2	tadawul	tadawul	PROPN
ajfa-3725	16	3	company	company	NOUN
ajfa-3725	16	4	was	be	AUX
ajfa-3725	16	5	formed	form	VERB
ajfa-3725	16	6	on	on	ADP
ajfa-3725	16	7	march	march	PROPN
ajfa-3725	16	8	19th	19th	NOUN
ajfa-3725	16	9	2007	2007	NUM
ajfa-3725	16	10	and	and	CCONJ
ajfa-3725	16	11	is	be	AUX
ajfa-3725	16	12	assumed	assume	VERB
ajfa-3725	16	13	to	to	PART
ajfa-3725	16	14	bring	bring	VERB
ajfa-3725	16	15	transparency	transparency	NOUN
ajfa-3725	16	16	to	to	ADP
ajfa-3725	16	17	the	the	DET
ajfa-3725	16	18	market	market	NOUN
ajfa-3725	16	19	,	,	PUNCT
ajfa-3725	16	20	thus	thus	ADV
ajfa-3725	16	21	ensuring	ensure	VERB
ajfa-3725	16	22	availability	availability	NOUN
ajfa-3725	16	23	and	and	CCONJ
ajfa-3725	16	24	reliability	reliability	NOUN
ajfa-3725	16	25	of	of	ADP
ajfa-3725	16	26	information	information	NOUN
ajfa-3725	16	27	to	to	ADP
ajfa-3725	16	28	all	all	DET
ajfa-3725	16	29	market	market	NOUN
ajfa-3725	16	30	participants	participant	NOUN
ajfa-3725	16	31	(	(	PUNCT
ajfa-3725	16	32	tadawul	tadawul	PROPN
ajfa-3725	16	33	2013b	2013b	NUM
ajfa-3725	16	34	)	)	PUNCT
ajfa-3725	16	35	.	.	PUNCT
ajfa-3725	17	1	few	few	ADJ
ajfa-3725	17	2	researchers	researcher	NOUN
ajfa-3725	17	3	tested	test	VERB
ajfa-3725	17	4	the	the	DET
ajfa-3725	17	5	weak	weak	ADJ
ajfa-3725	17	6	-	-	PUNCT
ajfa-3725	17	7	form	form	NOUN
ajfa-3725	17	8	of	of	ADP
ajfa-3725	17	9	the	the	DET
ajfa-3725	17	10	emh	emh	PROPN
ajfa-3725	17	11	in	in	ADP
ajfa-3725	17	12	the	the	DET
ajfa-3725	17	13	ssm	ssm	NOUN
ajfa-3725	17	14	.	.	PROPN
ajfa-3725	18	1	2	2	X
ajfa-3725	18	2	.	.	X
ajfa-3725	18	3	literature	literature	NOUN
ajfa-3725	18	4	review	review	VERB
ajfa-3725	18	5	2.1	2.1	NUM
ajfa-3725	18	6	previous	previous	ADJ
ajfa-3725	18	7	work	work	NOUN
ajfa-3725	18	8	few	few	ADJ
ajfa-3725	18	9	researchers	researcher	NOUN
ajfa-3725	18	10	discussed	discuss	VERB
ajfa-3725	18	11	the	the	DET
ajfa-3725	18	12	efficiency	efficiency	NOUN
ajfa-3725	18	13	theory	theory	NOUN
ajfa-3725	18	14	in	in	ADP
ajfa-3725	18	15	the	the	DET
ajfa-3725	18	16	ssm	ssm	PROPN
ajfa-3725	18	17	(	(	PUNCT
ajfa-3725	18	18	butler	butler	PROPN
ajfa-3725	18	19	et.al	et.al	PROPN
ajfa-3725	18	20	.	.	PUNCT
ajfa-3725	19	1	1992	1992	NUM
ajfa-3725	19	2	,	,	PUNCT
ajfa-3725	19	3	al	al	PROPN
ajfa-3725	19	4	-	-	PUNCT
ajfa-3725	19	5	razeen	razeen	PROPN
ajfa-3725	19	6	1997	1997	NUM
ajfa-3725	19	7	,	,	PUNCT
ajfa-3725	19	8	khababa	khababa	ADV
ajfa-3725	19	9	1998	1998	NUM
ajfa-3725	19	10	,	,	PUNCT
ajfa-3725	19	11	onour	onour	ADJ
ajfa-3725	19	12	2004	2004	NUM
ajfa-3725	19	13	,	,	PUNCT
ajfa-3725	19	14	alabdulqader	alabdulqader	PROPN
ajfa-3725	19	15	et.al	et.al	PROPN
ajfa-3725	19	16	.	.	PUNCT
ajfa-3725	19	17	2007	2007	NUM
ajfa-3725	19	18	)	)	PUNCT
ajfa-3725	19	19	.	.	PUNCT
ajfa-3725	20	1	butler	butler	PROPN
ajfa-3725	20	2	et.al	et.al	PROPN
ajfa-3725	20	3	.	.	PUNCT
ajfa-3725	21	1	(	(	PUNCT
ajfa-3725	21	2	1992	1992	NUM
ajfa-3725	21	3	)	)	PUNCT
ajfa-3725	21	4	examined	examine	VERB
ajfa-3725	21	5	35	35	NUM
ajfa-3725	21	6	saudi	saudi	ADJ
ajfa-3725	21	7	stock	stock	NOUN
ajfa-3725	21	8	market	market	NOUN
ajfa-3725	21	9	returns	return	NOUN
ajfa-3725	21	10	from	from	ADP
ajfa-3725	21	11	1985	1985	NUM
ajfa-3725	21	12	to	to	ADP
ajfa-3725	21	13	1989	1989	NUM
ajfa-3725	21	14	and	and	CCONJ
ajfa-3725	21	15	could	could	AUX
ajfa-3725	21	16	not	not	PART
ajfa-3725	21	17	confirm	confirm	VERB
ajfa-3725	21	18	if	if	SCONJ
ajfa-3725	21	19	the	the	DET
ajfa-3725	21	20	ssm	ssm	NOUN
ajfa-3725	21	21	exhibited	exhibit	VERB
ajfa-3725	21	22	a	a	DET
ajfa-3725	21	23	weak	weak	ADJ
ajfa-3725	21	24	form	form	NOUN
ajfa-3725	21	25	of	of	ADP
ajfa-3725	21	26	efficiency	efficiency	NOUN
ajfa-3725	21	27	.	.	PUNCT
ajfa-3725	22	1	al	al	PROPN
ajfa-3725	22	2	-	-	PUNCT
ajfa-3725	22	3	razeen	razeen	PROPN
ajfa-3725	22	4	(	(	PUNCT
ajfa-3725	22	5	1997	1997	NUM
ajfa-3725	22	6	)	)	PUNCT
ajfa-3725	22	7	reviewed	review	VERB
ajfa-3725	22	8	28	28	NUM
ajfa-3725	22	9	companies	company	NOUN
ajfa-3725	22	10	’	'	PUNCT
ajfa-3725	22	11	weekly	weekly	ADJ
ajfa-3725	22	12	share	share	NOUN
ajfa-3725	22	13	price	price	NOUN
ajfa-3725	22	14	data	datum	NOUN
ajfa-3725	22	15	from	from	ADP
ajfa-3725	22	16	1992	1992	NUM
ajfa-3725	22	17	to	to	ADP
ajfa-3725	22	18	1995	1995	NUM
ajfa-3725	22	19	and	and	CCONJ
ajfa-3725	22	20	found	find	VERB
ajfa-3725	22	21	that	that	SCONJ
ajfa-3725	22	22	the	the	DET
ajfa-3725	22	23	ssm	ssm	PROPN
ajfa-3725	22	24	has	have	VERB
ajfa-3725	22	25	low	low	ADJ
ajfa-3725	22	26	level	level	NOUN
ajfa-3725	22	27	of	of	ADP
ajfa-3725	22	28	efficiency	efficiency	NOUN
ajfa-3725	22	29	.	.	PUNCT
ajfa-3725	23	1	khababa	khababa	INTJ
ajfa-3725	23	2	(	(	PUNCT
ajfa-3725	23	3	1998	1998	NUM
ajfa-3725	23	4	)	)	PUNCT
ajfa-3725	23	5	examined	examine	VERB
ajfa-3725	23	6	61	61	NUM
ajfa-3725	23	7	companies	company	NOUN
ajfa-3725	23	8	’	'	PUNCT
ajfa-3725	23	9	weekly	weekly	ADJ
ajfa-3725	23	10	share	share	NOUN
ajfa-3725	23	11	price	price	NOUN
ajfa-3725	23	12	returns	return	NOUN
ajfa-3725	23	13	from	from	ADP
ajfa-3725	23	14	1985	1985	NUM
ajfa-3725	23	15	to	to	ADP
ajfa-3725	23	16	1997	1997	NUM
ajfa-3725	23	17	.	.	PUNCT
ajfa-3725	24	1	khababa	khababa	INTJ
ajfa-3725	24	2	(	(	PUNCT
ajfa-3725	24	3	1998	1998	NUM
ajfa-3725	24	4	)	)	PUNCT
ajfa-3725	24	5	found	find	VERB
ajfa-3725	24	6	that	that	SCONJ
ajfa-3725	24	7	72	72	NUM
ajfa-3725	24	8	%	%	NOUN
ajfa-3725	24	9	of	of	ADP
ajfa-3725	24	10	the	the	DET
ajfa-3725	24	11	autocorrelations	autocorrelation	NOUN
ajfa-3725	24	12	were	be	AUX
ajfa-3725	24	13	significant	significant	ADJ
ajfa-3725	24	14	at	at	ADP
ajfa-3725	24	15	the	the	DET
ajfa-3725	24	16	5	5	NUM
ajfa-3725	24	17	%	%	NOUN
ajfa-3725	24	18	level	level	NOUN
ajfa-3725	24	19	and	and	CCONJ
ajfa-3725	24	20	51	51	NUM
ajfa-3725	24	21	out	out	ADP
ajfa-3725	24	22	of	of	ADP
ajfa-3725	24	23	the	the	DET
ajfa-3725	24	24	61	61	NUM
ajfa-3725	24	25	firms	firm	NOUN
ajfa-3725	24	26	studied	study	VERB
ajfa-3725	24	27	revealed	reveal	VERB
ajfa-3725	24	28	evidence	evidence	NOUN
ajfa-3725	24	29	of	of	ADP
ajfa-3725	24	30	predictability	predictability	NOUN
ajfa-3725	24	31	in	in	ADP
ajfa-3725	24	32	their	their	PRON
ajfa-3725	24	33	share	share	NOUN
ajfa-3725	24	34	returns	return	NOUN
ajfa-3725	24	35	and	and	CCONJ
ajfa-3725	24	36	concluded	conclude	VERB
ajfa-3725	24	37	inefficiency	inefficiency	NOUN
ajfa-3725	24	38	.	.	PUNCT
ajfa-3725	25	1	this	this	DET
ajfa-3725	25	2	view	view	NOUN
ajfa-3725	25	3	was	be	AUX
ajfa-3725	25	4	definite	definite	ADJ
ajfa-3725	25	5	for	for	ADP
ajfa-3725	25	6	onour	onour	ADJ
ajfa-3725	25	7	(	(	PUNCT
ajfa-3725	25	8	2004	2004	NUM
ajfa-3725	25	9	)	)	PUNCT
ajfa-3725	25	10	who	who	PRON
ajfa-3725	25	11	also	also	ADV
ajfa-3725	25	12	signified	signify	VERB
ajfa-3725	25	13	inefficiency	inefficiency	NOUN
ajfa-3725	25	14	.	.	PUNCT
ajfa-3725	26	1	onour	onour	INTJ
ajfa-3725	26	2	(	(	PUNCT
ajfa-3725	26	3	2004	2004	NUM
ajfa-3725	26	4	)	)	PUNCT
ajfa-3725	26	5	observed	observe	VERB
ajfa-3725	26	6	the	the	DET
ajfa-3725	26	7	ssm	ssm	PROPN
ajfa-3725	26	8	’s	’s	PART
ajfa-3725	26	9	daily	daily	ADJ
ajfa-3725	26	10	returns	return	NOUN
ajfa-3725	26	11	from	from	ADP
ajfa-3725	26	12	march	march	PROPN
ajfa-3725	26	13	2003	2003	NUM
ajfa-3725	26	14	until	until	ADP
ajfa-3725	26	15	august	august	PROPN
ajfa-3725	26	16	2004	2004	NUM
ajfa-3725	26	17	and	and	CCONJ
ajfa-3725	26	18	advised	advise	VERB
ajfa-3725	26	19	greater	great	ADJ
ajfa-3725	26	20	focus	focus	NOUN
ajfa-3725	26	21	on	on	ADP
ajfa-3725	26	22	increasing	increase	VERB
ajfa-3725	26	23	the	the	DET
ajfa-3725	26	24	market	market	NOUN
ajfa-3725	26	25	transparency	transparency	NOUN
ajfa-3725	26	26	.	.	PUNCT
ajfa-3725	27	1	the	the	DET
ajfa-3725	27	2	most	most	ADV
ajfa-3725	27	3	comprehensive	comprehensive	ADJ
ajfa-3725	27	4	of	of	ADP
ajfa-3725	27	5	all	all	DET
ajfa-3725	27	6	studies	study	NOUN
ajfa-3725	27	7	was	be	AUX
ajfa-3725	27	8	for	for	ADP
ajfa-3725	27	9	al	al	PROPN
ajfa-3725	27	10	-	-	PUNCT
ajfa-3725	27	11	abdulqader	abdulqader	NOUN
ajfa-3725	27	12	et.al	et.al	PROPN
ajfa-3725	27	13	.	.	PUNCT
ajfa-3725	28	1	(	(	PUNCT
ajfa-3725	28	2	2007	2007	NUM
ajfa-3725	28	3	)	)	PUNCT
ajfa-3725	28	4	as	as	SCONJ
ajfa-3725	28	5	it	it	PRON
ajfa-3725	28	6	contained	contain	VERB
ajfa-3725	28	7	a	a	DET
ajfa-3725	28	8	good	good	ADJ
ajfa-3725	28	9	mix	mix	NOUN
ajfa-3725	28	10	of	of	ADP
ajfa-3725	28	11	firms	firm	NOUN
ajfa-3725	28	12	varying	vary	VERB
ajfa-3725	28	13	in	in	ADP
ajfa-3725	28	14	size	size	NOUN
ajfa-3725	28	15	and	and	CCONJ
ajfa-3725	28	16	age	age	NOUN
ajfa-3725	28	17	.	.	PUNCT
ajfa-3725	29	1	they	they	PRON
ajfa-3725	29	2	studied	study	VERB
ajfa-3725	29	3	45	45	NUM
ajfa-3725	29	4	firms	firm	NOUN
ajfa-3725	29	5	from	from	ADP
ajfa-3725	29	6	july	july	PROPN
ajfa-3725	29	7	1990	1990	NUM
ajfa-3725	29	8	to	to	ADP
ajfa-3725	29	9	august	august	PROPN
ajfa-3725	29	10	2000	2000	NUM
ajfa-3725	29	11	and	and	CCONJ
ajfa-3725	29	12	covered	cover	VERB
ajfa-3725	29	13	six	six	NUM
ajfa-3725	29	14	market	market	NOUN
ajfa-3725	29	15	sectors	sector	NOUN
ajfa-3725	29	16	(	(	PUNCT
ajfa-3725	29	17	banking	banking	NOUN
ajfa-3725	29	18	,	,	PUNCT
ajfa-3725	29	19	industrial	industrial	ADJ
ajfa-3725	29	20	,	,	PUNCT
ajfa-3725	29	21	cement	cement	NOUN
ajfa-3725	29	22	,	,	PUNCT
ajfa-3725	29	23	services	service	NOUN
ajfa-3725	29	24	,	,	PUNCT
ajfa-3725	29	25	electricity	electricity	NOUN
ajfa-3725	29	26	and	and	CCONJ
ajfa-3725	29	27	agriculture	agriculture	NOUN
ajfa-3725	29	28	)	)	PUNCT
ajfa-3725	29	29	.	.	PUNCT
ajfa-3725	30	1	al	al	PROPN
ajfa-3725	30	2	-	-	PUNCT
ajfa-3725	30	3	abdulqader	abdulqader	PROPN
ajfa-3725	30	4	et.al	et.al	PROPN
ajfa-3725	30	5	.	.	PUNCT
ajfa-3725	31	1	(	(	PUNCT
ajfa-3725	31	2	2007	2007	NUM
ajfa-3725	31	3	)	)	PUNCT
ajfa-3725	31	4	reported	report	VERB
ajfa-3725	31	5	improvement	improvement	NOUN
ajfa-3725	31	6	in	in	ADP
ajfa-3725	31	7	efficiency	efficiency	NOUN
ajfa-3725	31	8	and	and	CCONJ
ajfa-3725	31	9	instructed	instruct	VERB
ajfa-3725	31	10	that	that	SCONJ
ajfa-3725	31	11	it	it	PRON
ajfa-3725	31	12	may	may	AUX
ajfa-3725	31	13	be	be	AUX
ajfa-3725	31	14	due	due	ADJ
ajfa-3725	31	15	to	to	ADP
ajfa-3725	31	16	the	the	DET
ajfa-3725	31	17	introduction	introduction	NOUN
ajfa-3725	31	18	of	of	ADP
ajfa-3725	31	19	information	information	NOUN
ajfa-3725	31	20	technology	technology	NOUN
ajfa-3725	31	21	(	(	PUNCT
ajfa-3725	31	22	it	it	PRON
ajfa-3725	31	23	)	)	PUNCT
ajfa-3725	31	24	.	.	PUNCT
ajfa-3725	32	1	asian	asian	ADJ
ajfa-3725	32	2	journal	journal	PROPN
ajfa-3725	32	3	of	of	ADP
ajfa-3725	32	4	finance	finance	PROPN
ajfa-3725	32	5	&	&	CCONJ
ajfa-3725	32	6	accounting	accounting	PROPN
ajfa-3725	32	7	issn	issn	PROPN
ajfa-3725	32	8	1946	1946	NUM
ajfa-3725	32	9	-	-	PUNCT
ajfa-3725	32	10	052x	052x	NOUN
ajfa-3725	32	11	2013	2013	NUM
ajfa-3725	32	12	,	,	PUNCT
ajfa-3725	32	13	vol	vol	NOUN
ajfa-3725	32	14	.	.	PROPN
ajfa-3725	32	15	5	5	NUM
ajfa-3725	32	16	,	,	PUNCT
ajfa-3725	32	17	no	no	INTJ
ajfa-3725	32	18	.	.	NOUN
ajfa-3725	32	19	1	1	NUM
ajfa-3725	32	20	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	32	21	388	388	NUM
ajfa-3725	32	22	2.2	2.2	NUM
ajfa-3725	32	23	discussion	discussion	NOUN
ajfa-3725	32	24	although	although	SCONJ
ajfa-3725	32	25	al	al	PROPN
ajfa-3725	32	26	-	-	PUNCT
ajfa-3725	32	27	abdulqader	abdulqader	NOUN
ajfa-3725	32	28	et.al	et.al	PROPN
ajfa-3725	32	29	.	.	PUNCT
ajfa-3725	33	1	(	(	PUNCT
ajfa-3725	33	2	2007	2007	NUM
ajfa-3725	33	3	)	)	PUNCT
ajfa-3725	33	4	proposed	propose	VERB
ajfa-3725	33	5	that	that	SCONJ
ajfa-3725	33	6	it	it	PRON
ajfa-3725	33	7	may	may	AUX
ajfa-3725	33	8	have	have	AUX
ajfa-3725	33	9	contributed	contribute	VERB
ajfa-3725	33	10	to	to	ADP
ajfa-3725	33	11	the	the	DET
ajfa-3725	33	12	improvements	improvement	NOUN
ajfa-3725	33	13	of	of	ADP
ajfa-3725	33	14	the	the	DET
ajfa-3725	33	15	ssm	ssm	NOUN
ajfa-3725	33	16	efficiency	efficiency	NOUN
ajfa-3725	33	17	,	,	PUNCT
ajfa-3725	33	18	their	their	PRON
ajfa-3725	33	19	study	study	NOUN
ajfa-3725	33	20	was	be	AUX
ajfa-3725	33	21	not	not	PART
ajfa-3725	33	22	aimed	aim	VERB
ajfa-3725	33	23	at	at	ADP
ajfa-3725	33	24	examining	examine	VERB
ajfa-3725	33	25	tadawul	tadawul	PROPN
ajfa-3725	33	26	impact	impact	NOUN
ajfa-3725	33	27	on	on	ADP
ajfa-3725	33	28	efficiency	efficiency	NOUN
ajfa-3725	33	29	.	.	PUNCT
ajfa-3725	34	1	abdulqader	abdulqader	PROPN
ajfa-3725	34	2	et.al	et.al	PROPN
ajfa-3725	34	3	.	.	PUNCT
ajfa-3725	35	1	(	(	PUNCT
ajfa-3725	35	2	2007	2007	NUM
ajfa-3725	35	3	)	)	PUNCT
ajfa-3725	35	4	study	study	NOUN
ajfa-3725	35	5	was	be	AUX
ajfa-3725	35	6	conducted	conduct	VERB
ajfa-3725	35	7	before	before	ADP
ajfa-3725	35	8	the	the	DET
ajfa-3725	35	9	“	"	PUNCT
ajfa-3725	35	10	tadawul	tadawul	PROPN
ajfa-3725	35	11	”	"	PUNCT
ajfa-3725	35	12	period	period	NOUN
ajfa-3725	35	13	when	when	SCONJ
ajfa-3725	35	14	there	there	PRON
ajfa-3725	35	15	was	be	VERB
ajfa-3725	35	16	another	another	DET
ajfa-3725	35	17	system	system	NOUN
ajfa-3725	35	18	in	in	ADP
ajfa-3725	35	19	place	place	NOUN
ajfa-3725	35	20	called	call	VERB
ajfa-3725	35	21	the	the	DET
ajfa-3725	35	22	“	"	PUNCT
ajfa-3725	35	23	electronic	electronic	ADJ
ajfa-3725	35	24	security	security	NOUN
ajfa-3725	35	25	information	information	NOUN
ajfa-3725	35	26	system	system	NOUN
ajfa-3725	35	27	”	"	PUNCT
ajfa-3725	35	28	(	(	PUNCT
ajfa-3725	35	29	esis	esis	NOUN
ajfa-3725	35	30	)	)	PUNCT
ajfa-3725	35	31	offered	offer	VERB
ajfa-3725	35	32	by	by	ADP
ajfa-3725	35	33	the	the	DET
ajfa-3725	35	34	saudi	saudi	ADJ
ajfa-3725	35	35	arabian	arabian	ADJ
ajfa-3725	35	36	monetary	monetary	ADJ
ajfa-3725	35	37	agency	agency	NOUN
ajfa-3725	35	38	(	(	PUNCT
ajfa-3725	35	39	al	al	PROPN
ajfa-3725	35	40	-	-	PUNCT
ajfa-3725	35	41	bogami	bogami	PROPN
ajfa-3725	35	42	1996	1996	NUM
ajfa-3725	35	43	)	)	PUNCT
ajfa-3725	35	44	.	.	PUNCT
ajfa-3725	36	1	according	accord	VERB
ajfa-3725	36	2	to	to	ADP
ajfa-3725	36	3	al	al	PROPN
ajfa-3725	36	4	-	-	PUNCT
ajfa-3725	36	5	bogami	bogami	PROPN
ajfa-3725	36	6	(	(	PUNCT
ajfa-3725	36	7	1996	1996	NUM
ajfa-3725	36	8	)	)	PUNCT
ajfa-3725	36	9	,	,	PUNCT
ajfa-3725	36	10	the	the	DET
ajfa-3725	36	11	esis	esis	NOUN
ajfa-3725	36	12	was	be	AUX
ajfa-3725	36	13	the	the	DET
ajfa-3725	36	14	first	first	ADJ
ajfa-3725	36	15	technology	technology	NOUN
ajfa-3725	36	16	to	to	PART
ajfa-3725	36	17	be	be	AUX
ajfa-3725	36	18	introduced	introduce	VERB
ajfa-3725	36	19	in	in	ADP
ajfa-3725	36	20	the	the	DET
ajfa-3725	36	21	ssm	ssm	NOUN
ajfa-3725	36	22	in	in	ADP
ajfa-3725	36	23	1990	1990	NUM
ajfa-3725	36	24	.	.	PUNCT
ajfa-3725	37	1	the	the	DET
ajfa-3725	37	2	esis	esis	NOUN
ajfa-3725	37	3	helped	help	VERB
ajfa-3725	37	4	make	make	VERB
ajfa-3725	37	5	the	the	DET
ajfa-3725	37	6	ssm	ssm	NOUN
ajfa-3725	37	7	more	more	ADV
ajfa-3725	37	8	transparent	transparent	ADJ
ajfa-3725	37	9	and	and	CCONJ
ajfa-3725	37	10	provided	provide	VERB
ajfa-3725	37	11	investors	investor	NOUN
ajfa-3725	37	12	with	with	ADP
ajfa-3725	37	13	instant	instant	ADJ
ajfa-3725	37	14	bid	bid	NOUN
ajfa-3725	37	15	feature	feature	NOUN
ajfa-3725	37	16	but	but	CCONJ
ajfa-3725	37	17	had	have	VERB
ajfa-3725	37	18	limitations	limitation	NOUN
ajfa-3725	37	19	(	(	PUNCT
ajfa-3725	37	20	e.g.	e.g.	ADV
ajfa-3725	37	21	400	400	NUM
ajfa-3725	37	22	domestic	domestic	ADJ
ajfa-3725	37	23	and	and	CCONJ
ajfa-3725	37	24	oversea	oversea	NOUN
ajfa-3725	37	25	bank	bank	NOUN
ajfa-3725	37	26	terminals	terminal	NOUN
ajfa-3725	37	27	)	)	PUNCT
ajfa-3725	37	28	(	(	PUNCT
ajfa-3725	37	29	al	al	PROPN
ajfa-3725	37	30	-	-	PUNCT
ajfa-3725	37	31	bogami	bogami	PROPN
ajfa-3725	37	32	1996	1996	NUM
ajfa-3725	37	33	)	)	PUNCT
ajfa-3725	37	34	.	.	PUNCT
ajfa-3725	38	1	as	as	ADP
ajfa-3725	38	2	a	a	DET
ajfa-3725	38	3	result	result	NOUN
ajfa-3725	38	4	,	,	PUNCT
ajfa-3725	38	5	it	it	PRON
ajfa-3725	38	6	was	be	AUX
ajfa-3725	38	7	replaced	replace	VERB
ajfa-3725	38	8	by	by	ADP
ajfa-3725	38	9	the	the	DET
ajfa-3725	38	10	“	"	PUNCT
ajfa-3725	38	11	tadawul	tadawul	PROPN
ajfa-3725	38	12	”	"	PUNCT
ajfa-3725	38	13	system	system	NOUN
ajfa-3725	38	14	(	(	PUNCT
ajfa-3725	38	15	tadawul	tadawul	PROPN
ajfa-3725	38	16	2013c	2013c	NUM
ajfa-3725	38	17	)	)	PUNCT
ajfa-3725	38	18	.	.	PUNCT
ajfa-3725	39	1	opposing	oppose	VERB
ajfa-3725	39	2	to	to	ADP
ajfa-3725	39	3	previous	previous	ADJ
ajfa-3725	39	4	work	work	NOUN
ajfa-3725	39	5	,	,	PUNCT
ajfa-3725	39	6	this	this	DET
ajfa-3725	39	7	study	study	NOUN
ajfa-3725	39	8	is	be	AUX
ajfa-3725	39	9	aimed	aim	VERB
ajfa-3725	39	10	at	at	ADP
ajfa-3725	39	11	examining	examine	VERB
ajfa-3725	39	12	the	the	DET
ajfa-3725	39	13	“	"	PUNCT
ajfa-3725	39	14	tadawul	tadawul	PROPN
ajfa-3725	39	15	”	"	PUNCT
ajfa-3725	39	16	effect	effect	NOUN
ajfa-3725	39	17	on	on	ADP
ajfa-3725	39	18	efficiency	efficiency	NOUN
ajfa-3725	39	19	,	,	PUNCT
ajfa-3725	39	20	an	an	DET
ajfa-3725	39	21	examination	examination	NOUN
ajfa-3725	39	22	that	that	PRON
ajfa-3725	39	23	has	have	AUX
ajfa-3725	39	24	never	never	ADV
ajfa-3725	39	25	been	be	AUX
ajfa-3725	39	26	attempted	attempt	VERB
ajfa-3725	39	27	in	in	ADP
ajfa-3725	39	28	previous	previous	ADJ
ajfa-3725	39	29	literature	literature	NOUN
ajfa-3725	39	30	.	.	PUNCT
ajfa-3725	40	1	accordingly	accordingly	ADV
ajfa-3725	40	2	,	,	PUNCT
ajfa-3725	40	3	the	the	DET
ajfa-3725	40	4	autocorrelation	autocorrelation	NOUN
ajfa-3725	40	5	and	and	CCONJ
ajfa-3725	40	6	the	the	DET
ajfa-3725	40	7	run	run	NOUN
ajfa-3725	40	8	test	test	NOUN
ajfa-3725	40	9	of	of	ADP
ajfa-3725	40	10	randomness	randomness	NOUN
ajfa-3725	40	11	are	be	AUX
ajfa-3725	40	12	used	use	VERB
ajfa-3725	40	13	to	to	PART
ajfa-3725	40	14	test	test	VERB
ajfa-3725	40	15	for	for	ADP
ajfa-3725	40	16	the	the	DET
ajfa-3725	40	17	weak	weak	ADJ
ajfa-3725	40	18	-	-	PUNCT
ajfa-3725	40	19	form	form	NOUN
ajfa-3725	40	20	of	of	ADP
ajfa-3725	40	21	the	the	DET
ajfa-3725	40	22	emh	emh	PROPN
ajfa-3725	40	23	before	before	ADP
ajfa-3725	40	24	and	and	CCONJ
ajfa-3725	40	25	after	after	ADP
ajfa-3725	40	26	“	"	PUNCT
ajfa-3725	40	27	tadawul	tadawul	PROPN
ajfa-3725	40	28	”	"	PUNCT
ajfa-3725	40	29	.	.	PUNCT
ajfa-3725	41	1	3	3	X
ajfa-3725	41	2	.	.	X
ajfa-3725	41	3	methodology	methodology	NOUN
ajfa-3725	41	4	3.1	3.1	NUM
ajfa-3725	41	5	data	datum	NOUN
ajfa-3725	41	6	collection	collection	NOUN
ajfa-3725	41	7	the	the	DET
ajfa-3725	41	8	empirical	empirical	ADJ
ajfa-3725	41	9	work	work	NOUN
ajfa-3725	41	10	of	of	ADP
ajfa-3725	41	11	this	this	DET
ajfa-3725	41	12	research	research	NOUN
ajfa-3725	41	13	is	be	AUX
ajfa-3725	41	14	based	base	VERB
ajfa-3725	41	15	on	on	ADP
ajfa-3725	41	16	a	a	DET
ajfa-3725	41	17	comparison	comparison	NOUN
ajfa-3725	41	18	between	between	ADP
ajfa-3725	41	19	the	the	DET
ajfa-3725	41	20	ssm	ssm	PROPN
ajfa-3725	41	21	daily	daily	ADJ
ajfa-3725	41	22	stock	stock	NOUN
ajfa-3725	41	23	price	price	NOUN
ajfa-3725	41	24	returns	return	NOUN
ajfa-3725	41	25	(	(	PUNCT
ajfa-3725	41	26	close	close	ADJ
ajfa-3725	41	27	price	price	NOUN
ajfa-3725	41	28	)	)	PUNCT
ajfa-3725	41	29	before	before	ADP
ajfa-3725	41	30	and	and	CCONJ
ajfa-3725	41	31	after	after	ADP
ajfa-3725	41	32	tadawul	tadawul	PROPN
ajfa-3725	41	33	.	.	PUNCT
ajfa-3725	42	1	using	use	VERB
ajfa-3725	42	2	the	the	DET
ajfa-3725	42	3	tadawul	tadawul	PROPN
ajfa-3725	42	4	company	company	NOUN
ajfa-3725	42	5	’s	’s	PART
ajfa-3725	42	6	official	official	ADJ
ajfa-3725	42	7	website	website	NOUN
ajfa-3725	42	8	data	datum	NOUN
ajfa-3725	42	9	engine	engine	NOUN
ajfa-3725	42	10	,	,	PUNCT
ajfa-3725	42	11	i	i	PRON
ajfa-3725	42	12	was	be	AUX
ajfa-3725	42	13	able	able	ADJ
ajfa-3725	42	14	to	to	PART
ajfa-3725	42	15	obtain	obtain	VERB
ajfa-3725	42	16	the	the	DET
ajfa-3725	42	17	ssm	ssm	PROPN
ajfa-3725	42	18	stock	stock	NOUN
ajfa-3725	42	19	price	price	NOUN
ajfa-3725	42	20	returns	return	NOUN
ajfa-3725	42	21	from	from	ADP
ajfa-3725	42	22	january	january	PROPN
ajfa-3725	42	23	1st	1st	NOUN
ajfa-3725	42	24	2007	2007	NUM
ajfa-3725	42	25	onward	onward	NOUN
ajfa-3725	42	26	.	.	PUNCT
ajfa-3725	43	1	accordingly	accordingly	ADV
ajfa-3725	43	2	,	,	PUNCT
ajfa-3725	43	3	the	the	DET
ajfa-3725	43	4	ssm	ssm	PROPN
ajfa-3725	43	5	daily	daily	ADJ
ajfa-3725	43	6	stock	stock	NOUN
ajfa-3725	43	7	price	price	NOUN
ajfa-3725	43	8	returns	return	NOUN
ajfa-3725	43	9	index	index	NOUN
ajfa-3725	43	10	before	before	ADP
ajfa-3725	43	11	tadawul	tadawul	PROPN
ajfa-3725	43	12	(	(	PUNCT
ajfa-3725	43	13	january	january	PROPN
ajfa-3725	43	14	1st	1st	NOUN
ajfa-3725	43	15	2007	2007	NUM
ajfa-3725	43	16	to	to	ADP
ajfa-3725	43	17	march	march	PROPN
ajfa-3725	43	18	18th	18th	NOUN
ajfa-3725	43	19	2007	2007	NUM
ajfa-3725	43	20	)	)	PUNCT
ajfa-3725	43	21	and	and	CCONJ
ajfa-3725	43	22	after	after	ADP
ajfa-3725	43	23	tadawul	tadawul	PROPN
ajfa-3725	43	24	(	(	PUNCT
ajfa-3725	43	25	march	march	PROPN
ajfa-3725	43	26	19th	19th	NOUN
ajfa-3725	43	27	2007	2007	NUM
ajfa-3725	43	28	to	to	ADP
ajfa-3725	43	29	may	may	PROPN
ajfa-3725	43	30	29th	29th	NOUN
ajfa-3725	43	31	2007	2007	NUM
ajfa-3725	43	32	)	)	PUNCT
ajfa-3725	43	33	were	be	AUX
ajfa-3725	43	34	collected	collect	VERB
ajfa-3725	43	35	.	.	PUNCT
ajfa-3725	44	1	the	the	DET
ajfa-3725	44	2	ssm	ssm	PROPN
ajfa-3725	44	3	daily	daily	ADJ
ajfa-3725	44	4	stock	stock	NOUN
ajfa-3725	44	5	price	price	NOUN
ajfa-3725	44	6	returns	return	NOUN
ajfa-3725	44	7	index	index	NOUN
ajfa-3725	44	8	includes	include	VERB
ajfa-3725	44	9	all	all	DET
ajfa-3725	44	10	the	the	DET
ajfa-3725	44	11	daily	daily	ADJ
ajfa-3725	44	12	closing	closing	NOUN
ajfa-3725	44	13	price	price	NOUN
ajfa-3725	44	14	for	for	ADP
ajfa-3725	44	15	all	all	DET
ajfa-3725	44	16	shares	share	NOUN
ajfa-3725	44	17	traded	trade	VERB
ajfa-3725	44	18	from	from	ADP
ajfa-3725	44	19	11:00	11:00	NUM
ajfa-3725	44	20	a.m.	a.m.	NOUN
ajfa-3725	44	21	to	to	ADP
ajfa-3725	44	22	3:30	3:30	NUM
ajfa-3725	44	23	p.m.	p.m.	NOUN
ajfa-3725	44	24	(	(	PUNCT
ajfa-3725	44	25	tadawul	tadawul	PROPN
ajfa-3725	44	26	2013d	2013d	NUM
ajfa-3725	44	27	)	)	PUNCT
ajfa-3725	44	28	.	.	PUNCT
ajfa-3725	45	1	all	all	DET
ajfa-3725	45	2	data	datum	NOUN
ajfa-3725	45	3	was	be	AUX
ajfa-3725	45	4	collected	collect	VERB
ajfa-3725	45	5	from	from	ADP
ajfa-3725	45	6	the	the	DET
ajfa-3725	45	7	tadawul	tadawul	PROPN
ajfa-3725	45	8	company	company	NOUN
ajfa-3725	45	9	’s	’s	PART
ajfa-3725	45	10	website	website	NOUN
ajfa-3725	45	11	(	(	PUNCT
ajfa-3725	45	12	http://www.tadawul.com.sa	http://www.tadawul.com.sa	NUM
ajfa-3725	45	13	)	)	PUNCT
ajfa-3725	45	14	using	use	VERB
ajfa-3725	45	15	the	the	DET
ajfa-3725	45	16	websites	website	NOUN
ajfa-3725	45	17	’	'	PUNCT
ajfa-3725	45	18	historical	historical	ADJ
ajfa-3725	45	19	database	database	NOUN
ajfa-3725	45	20	search	search	NOUN
ajfa-3725	45	21	engine	engine	NOUN
ajfa-3725	45	22	(	(	PUNCT
ajfa-3725	45	23	tadawul	tadawul	PROPN
ajfa-3725	45	24	2013d	2013d	NUM
ajfa-3725	45	25	)	)	PUNCT
ajfa-3725	45	26	.	.	PUNCT
ajfa-3725	46	1	the	the	DET
ajfa-3725	46	2	total	total	ADJ
ajfa-3725	46	3	number	number	NOUN
ajfa-3725	46	4	of	of	ADP
ajfa-3725	46	5	observations	observation	NOUN
ajfa-3725	46	6	was	be	AUX
ajfa-3725	46	7	104	104	NUM
ajfa-3725	46	8	observations	observation	NOUN
ajfa-3725	46	9	(	(	PUNCT
ajfa-3725	46	10	52	52	NUM
ajfa-3725	46	11	before	before	ADP
ajfa-3725	46	12	tadawul	tadawul	NOUN
ajfa-3725	46	13	and	and	CCONJ
ajfa-3725	46	14	52	52	NUM
ajfa-3725	46	15	after	after	ADP
ajfa-3725	46	16	tadawul	tadawul	PROPN
ajfa-3725	46	17	)	)	PUNCT
ajfa-3725	46	18	.	.	PUNCT
ajfa-3725	47	1	3.2	3.2	NUM
ajfa-3725	47	2	autocorrelation	autocorrelation	NOUN
ajfa-3725	47	3	test	test	NOUN
ajfa-3725	47	4	autocorrelation	autocorrelation	NOUN
ajfa-3725	47	5	is	be	AUX
ajfa-3725	47	6	a	a	DET
ajfa-3725	47	7	statistical	statistical	ADJ
ajfa-3725	47	8	analysis	analysis	NOUN
ajfa-3725	47	9	technique	technique	NOUN
ajfa-3725	47	10	used	use	VERB
ajfa-3725	47	11	to	to	PART
ajfa-3725	47	12	describe	describe	VERB
ajfa-3725	47	13	the	the	DET
ajfa-3725	47	14	degree	degree	NOUN
ajfa-3725	47	15	to	to	PART
ajfa-3725	47	16	which	which	PRON
ajfa-3725	47	17	one	one	NUM
ajfa-3725	47	18	variable	variable	NOUN
ajfa-3725	47	19	is	be	AUX
ajfa-3725	47	20	related	relate	VERB
ajfa-3725	47	21	to	to	ADP
ajfa-3725	47	22	another	another	PRON
ajfa-3725	47	23	(	(	PUNCT
ajfa-3725	47	24	levin	levin	PROPN
ajfa-3725	47	25	et.al	et.al	PROPN
ajfa-3725	47	26	.	.	PUNCT
ajfa-3725	48	1	1998	1998	NUM
ajfa-3725	48	2	)	)	PUNCT
ajfa-3725	48	3	.	.	PUNCT
ajfa-3725	49	1	in	in	ADP
ajfa-3725	49	2	other	other	ADJ
ajfa-3725	49	3	words	word	NOUN
ajfa-3725	49	4	,	,	PUNCT
ajfa-3725	49	5	to	to	PART
ajfa-3725	49	6	test	test	VERB
ajfa-3725	49	7	the	the	DET
ajfa-3725	49	8	association	association	NOUN
ajfa-3725	49	9	between	between	ADP
ajfa-3725	49	10	variable	variable	NOUN
ajfa-3725	49	11	won	win	VERB
ajfa-3725	49	12	values	value	NOUN
ajfa-3725	49	13	at	at	ADP
ajfa-3725	49	14	different	different	ADJ
ajfa-3725	49	15	intervals	interval	NOUN
ajfa-3725	49	16	of	of	ADP
ajfa-3725	49	17	time	time	NOUN
ajfa-3725	49	18	(	(	PUNCT
ajfa-3725	49	19	kashif	kashif	PROPN
ajfa-3725	49	20	et.al	et.al	PROPN
ajfa-3725	49	21	.	.	PUNCT
ajfa-3725	49	22	2010	2010	NUM
ajfa-3725	49	23	)	)	PUNCT
ajfa-3725	49	24	.	.	PUNCT
ajfa-3725	50	1	accordingly	accordingly	ADV
ajfa-3725	50	2	,	,	PUNCT
ajfa-3725	50	3	if	if	SCONJ
ajfa-3725	50	4	there	there	PRON
ajfa-3725	50	5	is	be	VERB
ajfa-3725	50	6	a	a	DET
ajfa-3725	50	7	strong	strong	ADJ
ajfa-3725	50	8	association	association	NOUN
ajfa-3725	50	9	between	between	ADP
ajfa-3725	50	10	variables	variable	NOUN
ajfa-3725	50	11	at	at	ADP
ajfa-3725	50	12	a	a	DET
ajfa-3725	50	13	time	time	NOUN
ajfa-3725	50	14	series	series	NOUN
ajfa-3725	50	15	,	,	PUNCT
ajfa-3725	50	16	a	a	DET
ajfa-3725	50	17	pattern	pattern	NOUN
ajfa-3725	50	18	can	can	AUX
ajfa-3725	50	19	be	be	AUX
ajfa-3725	50	20	predicated	predicate	VERB
ajfa-3725	50	21	and	and	CCONJ
ajfa-3725	50	22	as	as	ADP
ajfa-3725	50	23	a	a	DET
ajfa-3725	50	24	result	result	NOUN
ajfa-3725	50	25	,	,	PUNCT
ajfa-3725	50	26	the	the	DET
ajfa-3725	50	27	efficiency	efficiency	NOUN
ajfa-3725	50	28	hypothesis	hypothesis	NOUN
ajfa-3725	50	29	is	be	AUX
ajfa-3725	50	30	rejected	reject	VERB
ajfa-3725	50	31	.	.	PUNCT
ajfa-3725	51	1	however	however	ADV
ajfa-3725	51	2	,	,	PUNCT
ajfa-3725	51	3	if	if	SCONJ
ajfa-3725	51	4	the	the	DET
ajfa-3725	51	5	opposite	opposite	ADJ
ajfa-3725	51	6	occur	occur	VERB
ajfa-3725	51	7	,	,	PUNCT
ajfa-3725	51	8	the	the	DET
ajfa-3725	51	9	efficiency	efficiency	NOUN
ajfa-3725	51	10	hypothesis	hypothesis	NOUN
ajfa-3725	51	11	can	can	AUX
ajfa-3725	51	12	not	not	PART
ajfa-3725	51	13	be	be	AUX
ajfa-3725	51	14	rejected	reject	VERB
ajfa-3725	51	15	and	and	CCONJ
ajfa-3725	51	16	randomness	randomness	NOUN
ajfa-3725	51	17	is	be	AUX
ajfa-3725	51	18	assumed	assume	VERB
ajfa-3725	51	19	.	.	PUNCT
ajfa-3725	52	1	given	give	VERB
ajfa-3725	52	2	measurements	measurement	NOUN
ajfa-3725	52	3	,	,	PUNCT
ajfa-3725	52	4	y1	y1	NOUN
ajfa-3725	52	5	,	,	PUNCT
ajfa-3725	52	6	y2	y2	PROPN
ajfa-3725	52	7	,	,	PUNCT
ajfa-3725	52	8	...	...	PUNCT
ajfa-3725	52	9	,	,	PUNCT
ajfa-3725	52	10	yn	yn	PROPN
ajfa-3725	52	11	at	at	ADP
ajfa-3725	52	12	time	time	NOUN
ajfa-3725	52	13	x1	x1	PROPN
ajfa-3725	52	14	,	,	PUNCT
ajfa-3725	52	15	x2	x2	PROPN
ajfa-3725	52	16	,	,	PUNCT
ajfa-3725	52	17	...	...	PUNCT
ajfa-3725	52	18	,	,	PUNCT
ajfa-3725	52	19	xn	xn	PROPN
ajfa-3725	52	20	,	,	PUNCT
ajfa-3725	52	21	the	the	DET
ajfa-3725	52	22	lag	lag	NOUN
ajfa-3725	52	23	k	k	PROPN
ajfa-3725	52	24	autocorrelation	autocorrelation	NOUN
ajfa-3725	52	25	function	function	NOUN
ajfa-3725	52	26	is	be	AUX
ajfa-3725	52	27	defined	define	VERB
ajfa-3725	52	28	as	as	ADP
ajfa-3725	52	29	:	:	PUNCT
ajfa-3725	52	30	asian	asian	ADJ
ajfa-3725	52	31	journal	journal	NOUN
ajfa-3725	52	32	of	of	ADP
ajfa-3725	52	33	finance	finance	PROPN
ajfa-3725	52	34	&	&	CCONJ
ajfa-3725	52	35	accounting	accounting	PROPN
ajfa-3725	52	36	issn	issn	PROPN
ajfa-3725	52	37	1946	1946	NUM
ajfa-3725	52	38	-	-	PUNCT
ajfa-3725	52	39	052x	052x	NOUN
ajfa-3725	52	40	2013	2013	NUM
ajfa-3725	52	41	,	,	PUNCT
ajfa-3725	52	42	vol	vol	NOUN
ajfa-3725	52	43	.	.	PROPN
ajfa-3725	53	1	5	5	NUM
ajfa-3725	53	2	,	,	PUNCT
ajfa-3725	53	3	no	no	INTJ
ajfa-3725	53	4	.	.	NOUN
ajfa-3725	53	5	1	1	NUM
ajfa-3725	53	6	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	53	7	389	389	NUM
ajfa-3725	53	8	accordingly	accordingly	ADV
ajfa-3725	53	9	,	,	PUNCT
ajfa-3725	53	10	two	two	NUM
ajfa-3725	53	11	hypotheses	hypothesis	NOUN
ajfa-3725	53	12	are	be	AUX
ajfa-3725	53	13	obtained	obtain	VERB
ajfa-3725	53	14	;	;	PUNCT
ajfa-3725	53	15	h0	h0	PROPN
ajfa-3725	53	16	:	:	PUNCT
ajfa-3725	53	17	data	datum	NOUN
ajfa-3725	53	18	is	be	AUX
ajfa-3725	53	19	random	random	ADJ
ajfa-3725	53	20	,	,	PUNCT
ajfa-3725	53	21	there	there	PRON
ajfa-3725	53	22	is	be	VERB
ajfa-3725	53	23	no	no	DET
ajfa-3725	53	24	sequence	sequence	NOUN
ajfa-3725	53	25	.	.	PUNCT
ajfa-3725	54	1	h1	h1	PROPN
ajfa-3725	54	2	:	:	PUNCT
ajfa-3725	54	3	data	datum	NOUN
ajfa-3725	54	4	is	be	AUX
ajfa-3725	54	5	not	not	PART
ajfa-3725	54	6	random	random	ADJ
ajfa-3725	54	7	,	,	PUNCT
ajfa-3725	54	8	follow	follow	VERB
ajfa-3725	54	9	a	a	DET
ajfa-3725	54	10	predictable	predictable	ADJ
ajfa-3725	54	11	sequence	sequence	NOUN
ajfa-3725	54	12	.	.	PUNCT
ajfa-3725	55	1	the	the	DET
ajfa-3725	55	2	autocorrelation	autocorrelation	NOUN
ajfa-3725	55	3	was	be	AUX
ajfa-3725	55	4	applied	apply	VERB
ajfa-3725	55	5	on	on	ADP
ajfa-3725	55	6	the	the	DET
ajfa-3725	55	7	ssm	ssm	PROPN
ajfa-3725	55	8	daily	daily	ADJ
ajfa-3725	55	9	stock	stock	NOUN
ajfa-3725	55	10	price	price	NOUN
ajfa-3725	55	11	returns	return	NOUN
ajfa-3725	55	12	index	index	NOUN
ajfa-3725	55	13	from	from	ADP
ajfa-3725	55	14	1/1/2007	1/1/2007	NUM
ajfa-3725	55	15	until	until	ADP
ajfa-3725	55	16	3/18/2007	3/18/2007	NUM
ajfa-3725	55	17	and	and	CCONJ
ajfa-3725	55	18	from	from	ADP
ajfa-3725	55	19	3/19/2007	3/19/2007	NUM
ajfa-3725	55	20	until	until	ADP
ajfa-3725	55	21	5/29/2007	5/29/2007	NUM
ajfa-3725	55	22	.	.	NOUN
ajfa-3725	55	23	3.3	3.3	NUM
ajfa-3725	55	24	the	the	DET
ajfa-3725	55	25	run	run	NOUN
ajfa-3725	55	26	test	test	NOUN
ajfa-3725	55	27	of	of	ADP
ajfa-3725	55	28	randomness	randomness	NOUN
ajfa-3725	55	29	the	the	DET
ajfa-3725	55	30	run	run	NOUN
ajfa-3725	55	31	test	test	NOUN
ajfa-3725	55	32	of	of	ADP
ajfa-3725	55	33	randomness	randomness	NOUN
ajfa-3725	55	34	is	be	AUX
ajfa-3725	55	35	statistical	statistical	ADJ
ajfa-3725	55	36	test	test	NOUN
ajfa-3725	55	37	that	that	PRON
ajfa-3725	55	38	is	be	AUX
ajfa-3725	55	39	used	use	VERB
ajfa-3725	55	40	to	to	PART
ajfa-3725	55	41	evaluate	evaluate	VERB
ajfa-3725	55	42	the	the	DET
ajfa-3725	55	43	randomness	randomness	NOUN
ajfa-3725	55	44	of	of	ADP
ajfa-3725	55	45	a	a	DET
ajfa-3725	55	46	series	series	NOUN
ajfa-3725	55	47	of	of	ADP
ajfa-3725	55	48	observations	observation	NOUN
ajfa-3725	55	49	by	by	ADP
ajfa-3725	55	50	analyzing	analyze	VERB
ajfa-3725	55	51	the	the	DET
ajfa-3725	55	52	number	number	NOUN
ajfa-3725	55	53	of	of	ADP
ajfa-3725	55	54	runs	run	NOUN
ajfa-3725	55	55	it	it	PRON
ajfa-3725	55	56	contains	contain	VERB
ajfa-3725	55	57	.	.	PUNCT
ajfa-3725	56	1	a	a	DET
ajfa-3725	56	2	run	run	NOUN
ajfa-3725	56	3	is	be	AUX
ajfa-3725	56	4	defined	define	VERB
ajfa-3725	56	5	as	as	ADP
ajfa-3725	56	6	the	the	DET
ajfa-3725	56	7	consecutive	consecutive	ADJ
ajfa-3725	56	8	appearance	appearance	NOUN
ajfa-3725	56	9	of	of	ADP
ajfa-3725	56	10	one	one	NUM
ajfa-3725	56	11	or	or	CCONJ
ajfa-3725	56	12	more	more	ADJ
ajfa-3725	56	13	observations	observation	NOUN
ajfa-3725	56	14	that	that	PRON
ajfa-3725	56	15	are	be	AUX
ajfa-3725	56	16	similar	similar	ADJ
ajfa-3725	56	17	.	.	PUNCT
ajfa-3725	57	1	(	(	PUNCT
ajfa-3725	57	2	weiers	weier	NOUN
ajfa-3725	57	3	2008	2008	NUM
ajfa-3725	57	4	)	)	PUNCT
ajfa-3725	57	5	accordingly	accordingly	ADV
ajfa-3725	57	6	,	,	PUNCT
ajfa-3725	57	7	the	the	DET
ajfa-3725	57	8	run	run	NOUN
ajfa-3725	57	9	is	be	AUX
ajfa-3725	57	10	the	the	DET
ajfa-3725	57	11	order	order	NOUN
ajfa-3725	57	12	of	of	ADP
ajfa-3725	57	13	identical	identical	ADJ
ajfa-3725	57	14	occurrence	occurrence	NOUN
ajfa-3725	57	15	preceded	precede	VERB
ajfa-3725	57	16	and	and	CCONJ
ajfa-3725	57	17	followed	follow	VERB
ajfa-3725	57	18	by	by	ADP
ajfa-3725	57	19	different	different	ADJ
ajfa-3725	57	20	occurrence	occurrence	NOUN
ajfa-3725	57	21	or	or	CCONJ
ajfa-3725	57	22	by	by	ADP
ajfa-3725	57	23	none	none	NOUN
ajfa-3725	57	24	at	at	ADV
ajfa-3725	57	25	all	all	ADV
ajfa-3725	57	26	(	(	PUNCT
ajfa-3725	57	27	levin	levin	PROPN
ajfa-3725	57	28	et.al	et.al	PROPN
ajfa-3725	57	29	.	.	PUNCT
ajfa-3725	57	30	1998	1998	NUM
ajfa-3725	57	31	)	)	PUNCT
ajfa-3725	57	32	.	.	PUNCT
ajfa-3725	58	1	to	to	PART
ajfa-3725	58	2	illustrate	illustrate	VERB
ajfa-3725	58	3	this	this	PRON
ajfa-3725	58	4	,	,	PUNCT
ajfa-3725	58	5	suppose	suppose	VERB
ajfa-3725	58	6	for	for	ADP
ajfa-3725	58	7	example	example	NOUN
ajfa-3725	58	8	that	that	SCONJ
ajfa-3725	58	9	a	a	DET
ajfa-3725	58	10	random	random	ADJ
ajfa-3725	58	11	observation	observation	NOUN
ajfa-3725	58	12	table	table	NOUN
ajfa-3725	58	13	contained	contain	VERB
ajfa-3725	58	14	the	the	DET
ajfa-3725	58	15	following	follow	VERB
ajfa-3725	58	16	data	datum	NOUN
ajfa-3725	58	17	:	:	PUNCT
ajfa-3725	58	18	2	2	NUM
ajfa-3725	58	19	,	,	PUNCT
ajfa-3725	58	20	7	7	NUM
ajfa-3725	58	21	,	,	PUNCT
ajfa-3725	58	22	6	6	NUM
ajfa-3725	58	23	,	,	PUNCT
ajfa-3725	58	24	8	8	NUM
ajfa-3725	58	25	,	,	PUNCT
ajfa-3725	58	26	9	9	NUM
ajfa-3725	58	27	,	,	PUNCT
ajfa-3725	58	28	6	6	NUM
ajfa-3725	58	29	,	,	PUNCT
ajfa-3725	58	30	7	7	NUM
ajfa-3725	58	31	,	,	PUNCT
ajfa-3725	58	32	6	6	NUM
ajfa-3725	58	33	,	,	PUNCT
ajfa-3725	58	34	6	6	NUM
ajfa-3725	58	35	and	and	CCONJ
ajfa-3725	58	36	4	4	NUM
ajfa-3725	58	37	.	.	PUNCT
ajfa-3725	59	1	the	the	DET
ajfa-3725	59	2	median	median	NOUN
ajfa-3725	59	3	of	of	ADP
ajfa-3725	59	4	these	these	DET
ajfa-3725	59	5	observations	observation	NOUN
ajfa-3725	59	6	is	be	AUX
ajfa-3725	59	7	4.5	4.5	NUM
ajfa-3725	59	8	.	.	PUNCT
ajfa-3725	60	1	thus	thus	ADV
ajfa-3725	60	2	,	,	PUNCT
ajfa-3725	60	3	the	the	DET
ajfa-3725	60	4	digit	digit	NOUN
ajfa-3725	60	5	(	(	PUNCT
ajfa-3725	60	6	2	2	NUM
ajfa-3725	60	7	)	)	PUNCT
ajfa-3725	60	8	which	which	PRON
ajfa-3725	60	9	is	be	AUX
ajfa-3725	60	10	below	below	ADP
ajfa-3725	60	11	the	the	DET
ajfa-3725	60	12	median	median	NOUN
ajfa-3725	60	13	(	(	PUNCT
ajfa-3725	60	14	4.5	4.5	NUM
ajfa-3725	60	15	)	)	PUNCT
ajfa-3725	60	16	constitutes	constitute	VERB
ajfa-3725	60	17	one	one	NUM
ajfa-3725	60	18	run	run	NOUN
ajfa-3725	60	19	.	.	PUNCT
ajfa-3725	61	1	the	the	DET
ajfa-3725	61	2	digit	digit	NOUN
ajfa-3725	61	3	(	(	PUNCT
ajfa-3725	61	4	4	4	NUM
ajfa-3725	61	5	)	)	PUNCT
ajfa-3725	61	6	which	which	PRON
ajfa-3725	61	7	is	be	AUX
ajfa-3725	61	8	also	also	ADV
ajfa-3725	61	9	below	below	ADP
ajfa-3725	61	10	the	the	DET
ajfa-3725	61	11	median	median	NOUN
ajfa-3725	61	12	will	will	AUX
ajfa-3725	61	13	constitute	constitute	VERB
ajfa-3725	61	14	another	another	DET
ajfa-3725	61	15	run	run	NOUN
ajfa-3725	61	16	and	and	CCONJ
ajfa-3725	61	17	the	the	DET
ajfa-3725	61	18	middle	middle	ADJ
ajfa-3725	61	19	eight	eight	NUM
ajfa-3725	61	20	digits	digit	NOUN
ajfa-3725	61	21	that	that	PRON
ajfa-3725	61	22	are	be	AUX
ajfa-3725	61	23	all	all	ADV
ajfa-3725	61	24	above	above	ADP
ajfa-3725	61	25	the	the	DET
ajfa-3725	61	26	median	median	NOUN
ajfa-3725	61	27	make	make	VERB
ajfa-3725	61	28	up	up	ADP
ajfa-3725	61	29	another	another	DET
ajfa-3725	61	30	run	run	NOUN
ajfa-3725	61	31	.	.	PUNCT
ajfa-3725	62	1	as	as	ADP
ajfa-3725	62	2	a	a	DET
ajfa-3725	62	3	result	result	NOUN
ajfa-3725	62	4	,	,	PUNCT
ajfa-3725	62	5	the	the	DET
ajfa-3725	62	6	observation	observation	NOUN
ajfa-3725	62	7	table	table	NOUN
ajfa-3725	62	8	contained	contain	VERB
ajfa-3725	62	9	three	three	NUM
ajfa-3725	62	10	runs	run	NOUN
ajfa-3725	62	11	.	.	PUNCT
ajfa-3725	63	1	(	(	PUNCT
ajfa-3725	63	2	weiers	weier	NOUN
ajfa-3725	63	3	2008	2008	NUM
ajfa-3725	63	4	)	)	PUNCT
ajfa-3725	63	5	.	.	PUNCT
ajfa-3725	64	1	the	the	DET
ajfa-3725	64	2	run	run	NOUN
ajfa-3725	64	3	test	test	NOUN
ajfa-3725	64	4	can	can	AUX
ajfa-3725	64	5	be	be	AUX
ajfa-3725	64	6	calculated	calculate	VERB
ajfa-3725	64	7	as	as	SCONJ
ajfa-3725	64	8	follows	follow	VERB
ajfa-3725	64	9	:	:	PUNCT
ajfa-3725	64	10	t	t	X
ajfa-3725	64	11	–	–	PUNCT
ajfa-3725	64	12	(	(	PUNCT
ajfa-3725	64	13	(	(	PUNCT
ajfa-3725	64	14	2n1n2	2n1n2	NUM
ajfa-3725	64	15	/	/	SYM
ajfa-3725	64	16	n	n	CCONJ
ajfa-3725	64	17	)	)	PUNCT
ajfa-3725	65	1	+	+	CCONJ
ajfa-3725	65	2	1	1	X
ajfa-3725	65	3	)	)	PUNCT
ajfa-3725	65	4	z	z	NOUN
ajfa-3725	65	5	=	=	SYM
ajfa-3725	65	6	ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ	ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ	NOUN
ajfa-3725	65	7	√2n1n2	√2n1n2	NOUN
ajfa-3725	65	8	(	(	PUNCT
ajfa-3725	65	9	2n2n1	2n2n1	NUM
ajfa-3725	65	10	–	–	PUNCT
ajfa-3725	65	11	n)/n2	n)/n2	PROPN
ajfa-3725	65	12	(	(	PUNCT
ajfa-3725	65	13	n-1	n-1	PROPN
ajfa-3725	65	14	)	)	PUNCT
ajfa-3725	65	15	t	t	PROPN
ajfa-3725	65	16	is	be	AUX
ajfa-3725	65	17	the	the	DET
ajfa-3725	65	18	number	number	NOUN
ajfa-3725	65	19	of	of	ADP
ajfa-3725	65	20	runs	run	NOUN
ajfa-3725	65	21	,	,	PUNCT
ajfa-3725	65	22	n1	n1	PROPN
ajfa-3725	65	23	is	be	AUX
ajfa-3725	65	24	the	the	DET
ajfa-3725	65	25	number	number	NOUN
ajfa-3725	65	26	of	of	ADP
ajfa-3725	65	27	observation	observation	NOUN
ajfa-3725	65	28	of	of	ADP
ajfa-3725	65	29	the	the	DET
ajfa-3725	65	30	first	first	ADJ
ajfa-3725	65	31	type	type	NOUN
ajfa-3725	65	32	,	,	PUNCT
ajfa-3725	65	33	n2	n2	NOUN
ajfa-3725	65	34	is	be	AUX
ajfa-3725	65	35	the	the	DET
ajfa-3725	65	36	number	number	NOUN
ajfa-3725	65	37	of	of	ADP
ajfa-3725	65	38	observation	observation	NOUN
ajfa-3725	65	39	of	of	ADP
ajfa-3725	65	40	the	the	DET
ajfa-3725	65	41	second	second	ADJ
ajfa-3725	65	42	type	type	NOUN
ajfa-3725	65	43	and	and	CCONJ
ajfa-3725	65	44	n	n	NOUN
ajfa-3725	65	45	is	be	AUX
ajfa-3725	65	46	the	the	DET
ajfa-3725	65	47	total	total	ADJ
ajfa-3725	65	48	number	number	NOUN
ajfa-3725	65	49	of	of	ADP
ajfa-3725	65	50	observations	observation	NOUN
ajfa-3725	65	51	(	(	PUNCT
ajfa-3725	65	52	n1	n1	NOUN
ajfa-3725	65	53	+	+	CCONJ
ajfa-3725	65	54	n2	n2	ADJ
ajfa-3725	65	55	)	)	PUNCT
ajfa-3725	65	56	.	.	PUNCT
ajfa-3725	66	1	similier	similier	NOUN
ajfa-3725	66	2	to	to	ADP
ajfa-3725	66	3	autocorrelation	autocorrelation	NOUN
ajfa-3725	66	4	,	,	PUNCT
ajfa-3725	66	5	two	two	NUM
ajfa-3725	66	6	hypothesizes	hypothesize	NOUN
ajfa-3725	66	7	are	be	AUX
ajfa-3725	66	8	obtained	obtain	VERB
ajfa-3725	66	9	:	:	PUNCT
ajfa-3725	66	10	h0	h0	NOUN
ajfa-3725	66	11	:	:	PUNCT
ajfa-3725	66	12	data	datum	NOUN
ajfa-3725	66	13	is	be	AUX
ajfa-3725	66	14	random	random	ADJ
ajfa-3725	66	15	,	,	PUNCT
ajfa-3725	66	16	there	there	PRON
ajfa-3725	66	17	is	be	VERB
ajfa-3725	66	18	no	no	DET
ajfa-3725	66	19	sequence	sequence	NOUN
ajfa-3725	66	20	.	.	PUNCT
ajfa-3725	67	1	h1	h1	PROPN
ajfa-3725	67	2	:	:	PUNCT
ajfa-3725	67	3	data	datum	NOUN
ajfa-3725	67	4	is	be	AUX
ajfa-3725	67	5	not	not	PART
ajfa-3725	67	6	random	random	ADJ
ajfa-3725	67	7	,	,	PUNCT
ajfa-3725	67	8	follow	follow	VERB
ajfa-3725	67	9	a	a	DET
ajfa-3725	67	10	predictable	predictable	ADJ
ajfa-3725	67	11	sequence	sequence	NOUN
ajfa-3725	67	12	.	.	PUNCT
ajfa-3725	68	1	the	the	DET
ajfa-3725	68	2	run	run	NOUN
ajfa-3725	68	3	-	-	PUNCT
ajfa-3725	68	4	test	test	NOUN
ajfa-3725	68	5	was	be	AUX
ajfa-3725	68	6	applied	apply	VERB
ajfa-3725	68	7	on	on	ADP
ajfa-3725	68	8	the	the	DET
ajfa-3725	68	9	ssm	ssm	PROPN
ajfa-3725	68	10	daily	daily	ADJ
ajfa-3725	68	11	stock	stock	NOUN
ajfa-3725	68	12	price	price	NOUN
ajfa-3725	68	13	returns	return	NOUN
ajfa-3725	68	14	index	index	NOUN
ajfa-3725	68	15	from	from	ADP
ajfa-3725	68	16	1/1/2007	1/1/2007	NUM
ajfa-3725	68	17	until	until	ADP
ajfa-3725	68	18	3/18/2007	3/18/2007	NUM
ajfa-3725	68	19	and	and	CCONJ
ajfa-3725	68	20	from	from	ADP
ajfa-3725	68	21	3/19/2007	3/19/2007	NUM
ajfa-3725	68	22	until	until	ADP
ajfa-3725	68	23	5/28/2007	5/28/2007	NUM
ajfa-3725	68	24	to	to	PART
ajfa-3725	68	25	examine	examine	VERB
ajfa-3725	68	26	the	the	DET
ajfa-3725	68	27	efficiency	efficiency	NOUN
ajfa-3725	68	28	hypothesis	hypothesis	NOUN
ajfa-3725	68	29	before	before	ADV
ajfa-3725	68	30	and	and	CCONJ
ajfa-3725	68	31	after	after	ADP
ajfa-3725	68	32	“	"	PUNCT
ajfa-3725	68	33	tadawul	tadawul	PROPN
ajfa-3725	68	34	”	"	PUNCT
ajfa-3725	68	35	.	.	PUNCT
ajfa-3725	69	1	4	4	X
ajfa-3725	69	2	.	.	NOUN
ajfa-3725	69	3	results	result	NOUN
ajfa-3725	69	4	and	and	CCONJ
ajfa-3725	69	5	findings	finding	VERB
ajfa-3725	69	6	4.1	4.1	NUM
ajfa-3725	69	7	results	result	NOUN
ajfa-3725	69	8	before	before	ADP
ajfa-3725	69	9	performing	perform	VERB
ajfa-3725	69	10	the	the	DET
ajfa-3725	69	11	test	test	NOUN
ajfa-3725	69	12	statistics	statistic	NOUN
ajfa-3725	69	13	,	,	PUNCT
ajfa-3725	69	14	an	an	DET
ajfa-3725	69	15	overview	overview	NOUN
ajfa-3725	69	16	of	of	ADP
ajfa-3725	69	17	price	price	NOUN
ajfa-3725	69	18	returns	return	NOUN
ajfa-3725	69	19	correlation	correlation	NOUN
ajfa-3725	69	20	over	over	ADP
ajfa-3725	69	21	time	time	NOUN
ajfa-3725	69	22	was	be	AUX
ajfa-3725	69	23	captured	capture	VERB
ajfa-3725	69	24	using	use	VERB
ajfa-3725	69	25	a	a	DET
ajfa-3725	69	26	simple	simple	ADJ
ajfa-3725	69	27	scatter	scatter	NOUN
ajfa-3725	69	28	diagram	diagram	PROPN
ajfa-3725	69	29	.	.	PUNCT
ajfa-3725	70	1	diagram	diagram	PROPN
ajfa-3725	70	2	1	1	NUM
ajfa-3725	70	3	shows	show	VERB
ajfa-3725	70	4	the	the	DET
ajfa-3725	70	5	price	price	NOUN
ajfa-3725	70	6	returns	return	NOUN
ajfa-3725	70	7	before	before	ADP
ajfa-3725	70	8	“	"	PUNCT
ajfa-3725	70	9	tadawul	tadawul	NOUN
ajfa-3725	70	10	”	"	PUNCT
ajfa-3725	70	11	while	while	SCONJ
ajfa-3725	70	12	diagram	diagram	NOUN
ajfa-3725	70	13	2	2	NUM
ajfa-3725	70	14	shows	show	VERB
ajfa-3725	70	15	price	price	NOUN
ajfa-3725	70	16	returns	return	NOUN
ajfa-3725	70	17	after	after	ADP
ajfa-3725	70	18	“	"	PUNCT
ajfa-3725	70	19	tadawul	tadawul	PROPN
ajfa-3725	70	20	”	"	PUNCT
ajfa-3725	70	21	.	.	PUNCT
ajfa-3725	71	1	the	the	DET
ajfa-3725	71	2	scatter	scatter	NOUN
ajfa-3725	71	3	plot	plot	NOUN
ajfa-3725	71	4	in	in	ADP
ajfa-3725	71	5	diagram	diagram	NOUN
ajfa-3725	71	6	1	1	NUM
ajfa-3725	71	7	shows	show	VERB
ajfa-3725	71	8	a	a	DET
ajfa-3725	71	9	asian	asian	ADJ
ajfa-3725	71	10	journal	journal	NOUN
ajfa-3725	71	11	of	of	ADP
ajfa-3725	71	12	finance	finance	PROPN
ajfa-3725	71	13	&	&	CCONJ
ajfa-3725	71	14	accounting	accounting	PROPN
ajfa-3725	71	15	issn	issn	PROPN
ajfa-3725	71	16	1946	1946	NUM
ajfa-3725	71	17	-	-	PUNCT
ajfa-3725	71	18	052x	052x	NOUN
ajfa-3725	71	19	2013	2013	NUM
ajfa-3725	71	20	,	,	PUNCT
ajfa-3725	71	21	vol	vol	NOUN
ajfa-3725	71	22	.	.	PROPN
ajfa-3725	71	23	5	5	NUM
ajfa-3725	71	24	,	,	PUNCT
ajfa-3725	71	25	no	no	INTJ
ajfa-3725	71	26	.	.	NOUN
ajfa-3725	71	27	1	1	NUM
ajfa-3725	71	28	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NUM
ajfa-3725	71	29	390	390	NUM
ajfa-3725	71	30	moving	move	VERB
ajfa-3725	71	31	trend	trend	NOUN
ajfa-3725	71	32	of	of	ADP
ajfa-3725	71	33	prices	price	NOUN
ajfa-3725	71	34	inclining	incline	VERB
ajfa-3725	71	35	over	over	ADP
ajfa-3725	71	36	time	time	NOUN
ajfa-3725	71	37	which	which	PRON
ajfa-3725	71	38	suggest	suggest	VERB
ajfa-3725	71	39	a	a	DET
ajfa-3725	71	40	predictable	predictable	ADJ
ajfa-3725	71	41	pattern	pattern	NOUN
ajfa-3725	71	42	.	.	PUNCT
ajfa-3725	72	1	diagram	diagram	NOUN
ajfa-3725	72	2	2	2	NUM
ajfa-3725	72	3	shows	show	VERB
ajfa-3725	72	4	a	a	DET
ajfa-3725	72	5	variation	variation	NOUN
ajfa-3725	72	6	of	of	ADP
ajfa-3725	72	7	price	price	NOUN
ajfa-3725	72	8	movements	movement	NOUN
ajfa-3725	72	9	but	but	CCONJ
ajfa-3725	72	10	fewer	few	ADJ
ajfa-3725	72	11	patterns	pattern	NOUN
ajfa-3725	72	12	are	be	AUX
ajfa-3725	72	13	observed	observe	VERB
ajfa-3725	72	14	.	.	PUNCT
ajfa-3725	73	1	diagram	diagram	NOUN
ajfa-3725	73	2	1	1	NUM
ajfa-3725	73	3	.	.	PUNCT
ajfa-3725	74	1	the	the	DET
ajfa-3725	74	2	ssm	ssm	PROPN
ajfa-3725	74	3	price	price	NOUN
ajfa-3725	74	4	index	index	NOUN
ajfa-3725	74	5	before	before	SCONJ
ajfa-3725	74	6	tadawul	tadawul	PROPN
ajfa-3725	74	7	diagram	diagram	VERB
ajfa-3725	74	8	2	2	NUM
ajfa-3725	74	9	.	.	PUNCT
ajfa-3725	75	1	the	the	DET
ajfa-3725	75	2	ssm	ssm	PROPN
ajfa-3725	75	3	price	price	NOUN
ajfa-3725	75	4	index	index	NOUN
ajfa-3725	75	5	after	after	SCONJ
ajfa-3725	75	6	tadawul	tadawul	PROPN
ajfa-3725	75	7	asian	asian	PROPN
ajfa-3725	75	8	journal	journal	PROPN
ajfa-3725	75	9	of	of	ADP
ajfa-3725	75	10	finance	finance	PROPN
ajfa-3725	75	11	&	&	CCONJ
ajfa-3725	75	12	accounting	accounting	PROPN
ajfa-3725	75	13	issn	issn	PROPN
ajfa-3725	75	14	1946	1946	NUM
ajfa-3725	75	15	-	-	PUNCT
ajfa-3725	75	16	052x	052x	NOUN
ajfa-3725	75	17	2013	2013	NUM
ajfa-3725	75	18	,	,	PUNCT
ajfa-3725	75	19	vol	vol	NOUN
ajfa-3725	75	20	.	.	PROPN
ajfa-3725	75	21	5	5	NUM
ajfa-3725	75	22	,	,	PUNCT
ajfa-3725	75	23	no	no	INTJ
ajfa-3725	75	24	.	.	NOUN
ajfa-3725	75	25	1	1	NUM
ajfa-3725	75	26	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	75	27	391	391	NUM
ajfa-3725	75	28	to	to	PART
ajfa-3725	75	29	test	test	VERB
ajfa-3725	75	30	h0	h0	NOUN
ajfa-3725	75	31	and	and	CCONJ
ajfa-3725	75	32	h1	h1	PROPN
ajfa-3725	75	33	,	,	PUNCT
ajfa-3725	75	34	autocorrelation	autocorrelation	NOUN
ajfa-3725	75	35	and	and	CCONJ
ajfa-3725	75	36	the	the	DET
ajfa-3725	75	37	run	run	NOUN
ajfa-3725	75	38	test	test	NOUN
ajfa-3725	75	39	of	of	ADP
ajfa-3725	75	40	randomness	randomness	NOUN
ajfa-3725	75	41	were	be	AUX
ajfa-3725	75	42	applied	apply	VERB
ajfa-3725	75	43	on	on	ADP
ajfa-3725	75	44	the	the	DET
ajfa-3725	75	45	price	price	NOUN
ajfa-3725	75	46	returns	return	NOUN
ajfa-3725	75	47	.	.	PUNCT
ajfa-3725	76	1	the	the	DET
ajfa-3725	76	2	results	result	NOUN
ajfa-3725	76	3	of	of	ADP
ajfa-3725	76	4	the	the	DET
ajfa-3725	76	5	autocorrelation	autocorrelation	NOUN
ajfa-3725	76	6	test	test	NOUN
ajfa-3725	76	7	are	be	AUX
ajfa-3725	76	8	shown	show	VERB
ajfa-3725	76	9	in	in	ADP
ajfa-3725	76	10	table	table	NOUN
ajfa-3725	76	11	1	1	NUM
ajfa-3725	76	12	and	and	CCONJ
ajfa-3725	76	13	2	2	NUM
ajfa-3725	76	14	while	while	SCONJ
ajfa-3725	76	15	the	the	DET
ajfa-3725	76	16	result	result	NOUN
ajfa-3725	76	17	of	of	ADP
ajfa-3725	76	18	the	the	DET
ajfa-3725	76	19	run	run	NOUN
ajfa-3725	76	20	test	test	NOUN
ajfa-3725	76	21	of	of	ADP
ajfa-3725	76	22	randomness	randomness	NOUN
ajfa-3725	76	23	is	be	AUX
ajfa-3725	76	24	shown	show	VERB
ajfa-3725	76	25	in	in	ADP
ajfa-3725	76	26	table	table	NOUN
ajfa-3725	76	27	3	3	NUM
ajfa-3725	76	28	:	:	PUNCT
ajfa-3725	76	29	table	table	NOUN
ajfa-3725	76	30	1	1	NUM
ajfa-3725	76	31	.	.	PUNCT
ajfa-3725	76	32	(	(	PUNCT
ajfa-3725	76	33	autocorrelations	autocorrelation	NOUN
ajfa-3725	76	34	)	)	PUNCT
ajfa-3725	76	35	series	series	NOUN
ajfa-3725	76	36	:	:	PUNCT
ajfa-3725	76	37	before	before	ADP
ajfa-3725	76	38	tadawul	tadawul	PROPN
ajfa-3725	76	39	(	(	PUNCT
ajfa-3725	76	40	1/1/2007	1/1/2007	ADV
ajfa-3725	76	41	to	to	PART
ajfa-3725	76	42	3/18/2007	3/18/2007	NUM
ajfa-3725	76	43	)	)	PUNCT
ajfa-3725	76	44	lag	lag	NOUN
ajfa-3725	76	45	autocorrelation	autocorrelation	NOUN
ajfa-3725	76	46	(	(	PUNCT
ajfa-3725	76	47	p	p	NOUN
ajfa-3725	76	48	)	)	PUNCT
ajfa-3725	76	49	std	std	NOUN
ajfa-3725	76	50	.	.	PUNCT
ajfa-3725	77	1	errora	errora	PROPN
ajfa-3725	77	2	box	box	NOUN
ajfa-3725	77	3	-	-	PUNCT
ajfa-3725	77	4	ljung	ljung	VERB
ajfa-3725	77	5	statistic	statistic	NOUN
ajfa-3725	77	6	value	value	NOUN
ajfa-3725	77	7	df	df	PROPN
ajfa-3725	77	8	sig.b	sig.b	PROPN
ajfa-3725	77	9	1	1	NUM
ajfa-3725	77	10	.958	.958	NUM
ajfa-3725	77	11	.135	.135	NUM
ajfa-3725	77	12	50.502	50.502	NUM
ajfa-3725	77	13	1	1	NUM
ajfa-3725	77	14	.000	.000	NUM
ajfa-3725	77	15	a.	a.	NOUN
ajfa-3725	77	16	the	the	DET
ajfa-3725	77	17	underlying	underlie	VERB
ajfa-3725	77	18	process	process	NOUN
ajfa-3725	77	19	assumed	assume	VERB
ajfa-3725	77	20	is	be	AUX
ajfa-3725	77	21	independence	independence	NOUN
ajfa-3725	77	22	.	.	PUNCT
ajfa-3725	78	1	b.	b.	PROPN
ajfa-3725	78	2	based	base	VERB
ajfa-3725	78	3	on	on	ADP
ajfa-3725	78	4	the	the	DET
ajfa-3725	78	5	asymptotic	asymptotic	ADJ
ajfa-3725	78	6	chi	chi	ADJ
ajfa-3725	78	7	-	-	PUNCT
ajfa-3725	78	8	square	square	NOUN
ajfa-3725	78	9	approximation	approximation	NOUN
ajfa-3725	78	10	.	.	PUNCT
ajfa-3725	79	1	table	table	NOUN
ajfa-3725	79	2	2	2	NUM
ajfa-3725	79	3	.	.	PUNCT
ajfa-3725	79	4	(	(	PUNCT
ajfa-3725	79	5	autocorrelations	autocorrelation	NOUN
ajfa-3725	79	6	)	)	PUNCT
ajfa-3725	79	7	series	series	NOUN
ajfa-3725	79	8	:	:	PUNCT
ajfa-3725	79	9	after	after	ADP
ajfa-3725	79	10	tadawul	tadawul	X
ajfa-3725	79	11	(	(	PUNCT
ajfa-3725	79	12	3/19/2007	3/19/2007	NUM
ajfa-3725	79	13	to	to	ADP
ajfa-3725	79	14	5/29/2007	5/29/2007	NUM
ajfa-3725	79	15	)	)	PUNCT
ajfa-3725	79	16	lag	lag	NOUN
ajfa-3725	79	17	autocorrelation	autocorrelation	NOUN
ajfa-3725	79	18	(	(	PUNCT
ajfa-3725	79	19	p	p	NOUN
ajfa-3725	79	20	)	)	PUNCT
ajfa-3725	79	21	std	std	NOUN
ajfa-3725	79	22	.	.	PUNCT
ajfa-3725	80	1	errora	errora	PROPN
ajfa-3725	80	2	box	box	NOUN
ajfa-3725	80	3	-	-	PUNCT
ajfa-3725	80	4	ljung	ljung	VERB
ajfa-3725	80	5	statistic	statistic	NOUN
ajfa-3725	80	6	value	value	NOUN
ajfa-3725	80	7	df	df	PROPN
ajfa-3725	80	8	sig.b	sig.b	PROPN
ajfa-3725	80	9	1	1	NUM
ajfa-3725	80	10	.864	.864	NUM
ajfa-3725	80	11	.135	.135	NUM
ajfa-3725	80	12	41.120	41.120	NUM
ajfa-3725	80	13	1	1	NUM
ajfa-3725	80	14	.000	.000	NUM
ajfa-3725	80	15	a.	a.	NOUN
ajfa-3725	80	16	the	the	DET
ajfa-3725	80	17	underlying	underlie	VERB
ajfa-3725	80	18	process	process	NOUN
ajfa-3725	80	19	assumed	assume	VERB
ajfa-3725	80	20	is	be	AUX
ajfa-3725	80	21	independence	independence	NOUN
ajfa-3725	80	22	.	.	PUNCT
ajfa-3725	81	1	b.	b.	PROPN
ajfa-3725	81	2	based	base	VERB
ajfa-3725	81	3	on	on	ADP
ajfa-3725	81	4	the	the	DET
ajfa-3725	81	5	asymptotic	asymptotic	ADJ
ajfa-3725	81	6	chi	chi	ADJ
ajfa-3725	81	7	-	-	PUNCT
ajfa-3725	81	8	square	square	NOUN
ajfa-3725	81	9	approximation	approximation	NOUN
ajfa-3725	81	10	.	.	PUNCT
ajfa-3725	82	1	table	table	NOUN
ajfa-3725	82	2	3	3	NUM
ajfa-3725	82	3	.	.	PUNCT
ajfa-3725	83	1	(	(	PUNCT
ajfa-3725	83	2	runs	run	NOUN
ajfa-3725	83	3	test	test	VERB
ajfa-3725	83	4	)	)	PUNCT
ajfa-3725	83	5	before	before	ADP
ajfa-3725	83	6	tadawul	tadawul	PROPN
ajfa-3725	83	7	after	after	SCONJ
ajfa-3725	83	8	tadawul	tadawul	PROPN
ajfa-3725	83	9	test	test	NOUN
ajfa-3725	83	10	valuea	valuea	VERB
ajfa-3725	83	11	7731.44	7731.44	NUM
ajfa-3725	83	12	7636.15	7636.15	NUM
ajfa-3725	83	13	cases	case	NOUN
ajfa-3725	83	14	<	<	X
ajfa-3725	83	15	test	test	NOUN
ajfa-3725	83	16	value	value	NOUN
ajfa-3725	83	17	26	26	NUM
ajfa-3725	83	18	26	26	NUM
ajfa-3725	83	19	cases	case	NOUN
ajfa-3725	83	20	>	>	PUNCT
ajfa-3725	83	21	=	=	PUNCT
ajfa-3725	83	22	test	test	NOUN
ajfa-3725	83	23	value	value	NOUN
ajfa-3725	83	24	26	26	NUM
ajfa-3725	83	25	26	26	NUM
ajfa-3725	83	26	total	total	ADJ
ajfa-3725	83	27	cases	case	NOUN
ajfa-3725	83	28	52	52	NUM
ajfa-3725	83	29	52	52	NUM
ajfa-3725	83	30	number	number	NOUN
ajfa-3725	83	31	of	of	ADP
ajfa-3725	83	32	runs	run	NOUN
ajfa-3725	83	33	3	3	NUM
ajfa-3725	83	34	4	4	NUM
ajfa-3725	83	35	z	z	NOUN
ajfa-3725	83	36	-6.723	-6.723	NOUN
ajfa-3725	83	37	-6.443	-6.443	NOUN
ajfa-3725	83	38	asymp	asymp	NOUN
ajfa-3725	83	39	.	.	PUNCT
ajfa-3725	84	1	sig	sig	PROPN
ajfa-3725	84	2	.	.	PUNCT
ajfa-3725	85	1	(	(	PUNCT
ajfa-3725	85	2	2	2	NUM
ajfa-3725	85	3	-	-	PUNCT
ajfa-3725	85	4	tailed	tailed	ADJ
ajfa-3725	85	5	)	)	PUNCT
ajfa-3725	85	6	.000	.000	NUM
ajfa-3725	85	7	.000	.000	NUM
ajfa-3725	85	8	a.	a.	NOUN
ajfa-3725	85	9	mean	mean	NOUN
ajfa-3725	85	10	4.2	4.2	NUM
ajfa-3725	85	11	findings	finding	NOUN
ajfa-3725	85	12	although	although	SCONJ
ajfa-3725	85	13	both	both	CCONJ
ajfa-3725	85	14	the	the	DET
ajfa-3725	85	15	autocorrelation	autocorrelation	NOUN
ajfa-3725	85	16	and	and	CCONJ
ajfa-3725	85	17	run	run	VERB
ajfa-3725	85	18	tests	test	NOUN
ajfa-3725	85	19	validate	validate	VERB
ajfa-3725	85	20	the	the	DET
ajfa-3725	85	21	correlation	correlation	NOUN
ajfa-3725	85	22	assumption	assumption	NOUN
ajfa-3725	85	23	between	between	ADP
ajfa-3725	85	24	the	the	DET
ajfa-3725	85	25	ssm	ssm	PROPN
ajfa-3725	85	26	price	price	NOUN
ajfa-3725	85	27	returns	return	NOUN
ajfa-3725	86	1	,	,	PUNCT
ajfa-3725	86	2	the	the	DET
ajfa-3725	86	3	strength	strength	NOUN
ajfa-3725	86	4	of	of	ADP
ajfa-3725	86	5	correlation	correlation	NOUN
ajfa-3725	86	6	obviously	obviously	ADV
ajfa-3725	86	7	decreased	decrease	VERB
ajfa-3725	86	8	after	after	ADP
ajfa-3725	86	9	“	"	PUNCT
ajfa-3725	86	10	tadawul	tadawul	PROPN
ajfa-3725	86	11	”	"	PUNCT
ajfa-3725	86	12	by	by	ADP
ajfa-3725	86	13	9.8	9.8	NUM
ajfa-3725	86	14	%	%	NOUN
ajfa-3725	86	15	asian	asian	ADJ
ajfa-3725	86	16	journal	journal	NOUN
ajfa-3725	86	17	of	of	ADP
ajfa-3725	86	18	finance	finance	PROPN
ajfa-3725	86	19	&	&	CCONJ
ajfa-3725	86	20	accounting	accounting	PROPN
ajfa-3725	86	21	issn	issn	PROPN
ajfa-3725	86	22	1946	1946	NUM
ajfa-3725	86	23	-	-	PUNCT
ajfa-3725	86	24	052x	052x	NOUN
ajfa-3725	86	25	2013	2013	NUM
ajfa-3725	86	26	,	,	PUNCT
ajfa-3725	86	27	vol	vol	NOUN
ajfa-3725	86	28	.	.	PROPN
ajfa-3725	86	29	5	5	NUM
ajfa-3725	86	30	,	,	PUNCT
ajfa-3725	86	31	no	no	INTJ
ajfa-3725	86	32	.	.	NOUN
ajfa-3725	86	33	1	1	NUM
ajfa-3725	86	34	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	86	35	392	392	NUM
ajfa-3725	86	36	(	(	PUNCT
ajfa-3725	86	37	autocorrelation	autocorrelation	NOUN
ajfa-3725	86	38	)	)	PUNCT
ajfa-3725	86	39	,	,	PUNCT
ajfa-3725	86	40	18.5	18.5	NUM
ajfa-3725	86	41	%	%	NOUN
ajfa-3725	86	42	(	(	PUNCT
ajfa-3725	86	43	box	box	NOUN
ajfa-3725	86	44	-	-	PUNCT
ajfa-3725	86	45	ljung	ljung	PROPN
ajfa-3725	86	46	statistic	statistic	NOUN
ajfa-3725	86	47	)	)	PUNCT
ajfa-3725	86	48	and	and	CCONJ
ajfa-3725	86	49	4.16	4.16	NUM
ajfa-3725	86	50	%	%	NOUN
ajfa-3725	86	51	(	(	PUNCT
ajfa-3725	86	52	run	run	NOUN
ajfa-3725	86	53	test	test	NOUN
ajfa-3725	86	54	)	)	PUNCT
ajfa-3725	86	55	.	.	PUNCT
ajfa-3725	87	1	this	this	DET
ajfa-3725	87	2	decrease	decrease	NOUN
ajfa-3725	87	3	gives	give	VERB
ajfa-3725	87	4	a	a	DET
ajfa-3725	87	5	clear	clear	ADJ
ajfa-3725	87	6	indication	indication	NOUN
ajfa-3725	87	7	that	that	SCONJ
ajfa-3725	87	8	an	an	DET
ajfa-3725	87	9	alteration	alteration	NOUN
ajfa-3725	87	10	in	in	ADP
ajfa-3725	87	11	the	the	DET
ajfa-3725	87	12	ssm	ssm	NOUN
ajfa-3725	87	13	efficiency	efficiency	NOUN
ajfa-3725	87	14	has	have	AUX
ajfa-3725	87	15	obviously	obviously	ADV
ajfa-3725	87	16	occurred	occur	VERB
ajfa-3725	87	17	after	after	ADP
ajfa-3725	87	18	the	the	DET
ajfa-3725	87	19	formation	formation	NOUN
ajfa-3725	87	20	of	of	ADP
ajfa-3725	87	21	“	"	PUNCT
ajfa-3725	87	22	tadawul	tadawul	PROPN
ajfa-3725	87	23	”	"	PUNCT
ajfa-3725	87	24	.	.	PUNCT
ajfa-3725	88	1	however	however	ADV
ajfa-3725	88	2	it	it	PRON
ajfa-3725	88	3	is	be	AUX
ajfa-3725	88	4	not	not	PART
ajfa-3725	88	5	clear	clear	ADJ
ajfa-3725	88	6	if	if	SCONJ
ajfa-3725	88	7	this	this	DET
ajfa-3725	88	8	“	"	PUNCT
ajfa-3725	88	9	efficiency	efficiency	NOUN
ajfa-3725	88	10	improvement	improvement	NOUN
ajfa-3725	88	11	”	"	PUNCT
ajfa-3725	88	12	is	be	AUX
ajfa-3725	88	13	predominantly	predominantly	ADV
ajfa-3725	88	14	due	due	ADJ
ajfa-3725	88	15	to	to	ADP
ajfa-3725	88	16	the	the	DET
ajfa-3725	88	17	“	"	PUNCT
ajfa-3725	88	18	tadawul	tadawul	NOUN
ajfa-3725	88	19	”	"	PUNCT
ajfa-3725	88	20	or	or	CCONJ
ajfa-3725	88	21	just	just	ADV
ajfa-3725	88	22	a	a	DET
ajfa-3725	88	23	“	"	PUNCT
ajfa-3725	88	24	shock	shock	NOUN
ajfa-3725	88	25	”	"	PUNCT
ajfa-3725	88	26	resulting	result	VERB
ajfa-3725	88	27	from	from	ADP
ajfa-3725	88	28	regulatory	regulatory	ADJ
ajfa-3725	88	29	changes	change	NOUN
ajfa-3725	88	30	?	?	PUNCT
ajfa-3725	89	1	to	to	PART
ajfa-3725	89	2	further	far	ADV
ajfa-3725	89	3	investigate	investigate	VERB
ajfa-3725	89	4	,	,	PUNCT
ajfa-3725	89	5	the	the	DET
ajfa-3725	89	6	ssm	ssm	PROPN
ajfa-3725	89	7	stock	stock	NOUN
ajfa-3725	89	8	price	price	NOUN
ajfa-3725	89	9	index	index	NOUN
ajfa-3725	89	10	returns	return	NOUN
ajfa-3725	89	11	from	from	ADP
ajfa-3725	89	12	5/30/2007	5/30/2007	NUM
ajfa-3725	89	13	until	until	SCONJ
ajfa-3725	89	14	12/31/2007	12/31/2007	NUM
ajfa-3725	89	15	were	be	AUX
ajfa-3725	89	16	tested	test	VERB
ajfa-3725	89	17	via	via	ADP
ajfa-3725	89	18	same	same	ADJ
ajfa-3725	89	19	tests	test	NOUN
ajfa-3725	89	20	to	to	PART
ajfa-3725	89	21	see	see	VERB
ajfa-3725	89	22	if	if	SCONJ
ajfa-3725	89	23	the	the	DET
ajfa-3725	89	24	alteration	alteration	NOUN
ajfa-3725	89	25	of	of	ADP
ajfa-3725	89	26	efficiency	efficiency	NOUN
ajfa-3725	89	27	preserved	preserve	VERB
ajfa-3725	89	28	or	or	CCONJ
ajfa-3725	89	29	decreased	decrease	VERB
ajfa-3725	89	30	over	over	ADP
ajfa-3725	89	31	time	time	NOUN
ajfa-3725	89	32	.	.	PUNCT
ajfa-3725	90	1	in	in	ADP
ajfa-3725	90	2	addition	addition	NOUN
ajfa-3725	90	3	,	,	PUNCT
ajfa-3725	90	4	the	the	DET
ajfa-3725	90	5	ssm	ssm	PROPN
ajfa-3725	90	6	stock	stock	NOUN
ajfa-3725	90	7	price	price	NOUN
ajfa-3725	90	8	index	index	NOUN
ajfa-3725	90	9	returns	return	NOUN
ajfa-3725	90	10	from	from	ADP
ajfa-3725	90	11	1/1/2008	1/1/2008	NUM
ajfa-3725	90	12	to	to	ADP
ajfa-3725	90	13	12/31/2008	12/31/2008	NUM
ajfa-3725	90	14	were	be	AUX
ajfa-3725	90	15	also	also	ADV
ajfa-3725	90	16	tested	test	VERB
ajfa-3725	90	17	.	.	PUNCT
ajfa-3725	91	1	the	the	DET
ajfa-3725	91	2	results	result	NOUN
ajfa-3725	91	3	are	be	AUX
ajfa-3725	91	4	shown	show	VERB
ajfa-3725	91	5	in	in	ADP
ajfa-3725	91	6	tables	table	NOUN
ajfa-3725	91	7	4	4	NUM
ajfa-3725	91	8	,	,	PUNCT
ajfa-3725	91	9	5	5	NUM
ajfa-3725	91	10	,	,	PUNCT
ajfa-3725	91	11	6	6	NUM
ajfa-3725	91	12	and	and	CCONJ
ajfa-3725	91	13	7	7	NUM
ajfa-3725	91	14	.	.	NOUN
ajfa-3725	91	15	table	table	NOUN
ajfa-3725	91	16	4	4	NUM
ajfa-3725	91	17	.	.	PUNCT
ajfa-3725	91	18	(	(	PUNCT
ajfa-3725	91	19	autocorrelations	autocorrelation	NOUN
ajfa-3725	91	20	)	)	PUNCT
ajfa-3725	91	21	series	series	NOUN
ajfa-3725	91	22	:	:	PUNCT
ajfa-3725	91	23	(	(	PUNCT
ajfa-3725	91	24	5/30/2007	5/30/2007	NUM
ajfa-3725	91	25	to	to	PART
ajfa-3725	91	26	12/31/2007	12/31/2007	NUM
ajfa-3725	91	27	)	)	PUNCT
ajfa-3725	91	28	lag	lag	NOUN
ajfa-3725	91	29	autocorrelation	autocorrelation	NOUN
ajfa-3725	91	30	(	(	PUNCT
ajfa-3725	91	31	p	p	NOUN
ajfa-3725	91	32	)	)	PUNCT
ajfa-3725	91	33	std	std	NOUN
ajfa-3725	91	34	.	.	PUNCT
ajfa-3725	92	1	errora	errora	PROPN
ajfa-3725	92	2	box	box	NOUN
ajfa-3725	92	3	-	-	PUNCT
ajfa-3725	92	4	ljung	ljung	VERB
ajfa-3725	92	5	statistic	statistic	NOUN
ajfa-3725	92	6	value	value	NOUN
ajfa-3725	92	7	df	df	PROPN
ajfa-3725	92	8	sig.b	sig.b	PROPN
ajfa-3725	92	9	1	1	NUM
ajfa-3725	92	10	.972	.972	NUM
ajfa-3725	92	11	.082	.082	NUM
ajfa-3725	92	12	138.885	138.885	NUM
ajfa-3725	92	13	1	1	NUM
ajfa-3725	92	14	.000	.000	NUM
ajfa-3725	92	15	a.	a.	NOUN
ajfa-3725	92	16	the	the	DET
ajfa-3725	92	17	underlying	underlie	VERB
ajfa-3725	92	18	process	process	NOUN
ajfa-3725	92	19	assumed	assume	VERB
ajfa-3725	92	20	is	be	AUX
ajfa-3725	92	21	independence	independence	NOUN
ajfa-3725	92	22	.	.	PUNCT
ajfa-3725	93	1	b.	b.	PROPN
ajfa-3725	93	2	based	base	VERB
ajfa-3725	93	3	on	on	ADP
ajfa-3725	93	4	the	the	DET
ajfa-3725	93	5	asymptotic	asymptotic	ADJ
ajfa-3725	93	6	chi	chi	ADJ
ajfa-3725	93	7	-	-	PUNCT
ajfa-3725	93	8	square	square	NOUN
ajfa-3725	93	9	approximation	approximation	NOUN
ajfa-3725	93	10	.	.	PUNCT
ajfa-3725	94	1	table	table	NOUN
ajfa-3725	94	2	5	5	NUM
ajfa-3725	94	3	.	.	PUNCT
ajfa-3725	95	1	(	(	PUNCT
ajfa-3725	95	2	runs	run	NOUN
ajfa-3725	95	3	test	test	NOUN
ajfa-3725	95	4	)	)	PUNCT
ajfa-3725	95	5	series	series	NOUN
ajfa-3725	95	6	:	:	PUNCT
ajfa-3725	95	7	(	(	PUNCT
ajfa-3725	95	8	5/30/2007	5/30/2007	NUM
ajfa-3725	95	9	to	to	PART
ajfa-3725	95	10	12/31/2007	12/31/2007	NUM
ajfa-3725	95	11	)	)	PUNCT
ajfa-3725	95	12	test	test	NOUN
ajfa-3725	95	13	valuea	valuea	VERB
ajfa-3725	95	14	7837.67	7837.67	NUM
ajfa-3725	95	15	cases	case	NOUN
ajfa-3725	95	16	<	<	X
ajfa-3725	95	17	test	test	NOUN
ajfa-3725	95	18	value	value	NOUN
ajfa-3725	95	19	72	72	NUM
ajfa-3725	95	20	cases	case	NOUN
ajfa-3725	95	21	>	>	PUNCT
ajfa-3725	95	22	=	=	PUNCT
ajfa-3725	95	23	test	test	NOUN
ajfa-3725	95	24	value	value	NOUN
ajfa-3725	95	25	72	72	NUM
ajfa-3725	95	26	total	total	ADJ
ajfa-3725	95	27	cases	case	NOUN
ajfa-3725	95	28	144	144	NUM
ajfa-3725	95	29	number	number	NOUN
ajfa-3725	95	30	of	of	ADP
ajfa-3725	95	31	runs	run	NOUN
ajfa-3725	95	32	12	12	NUM
ajfa-3725	95	33	z	z	NOUN
ajfa-3725	95	34	-10.202	-10.202	PROPN
ajfa-3725	95	35	asymp	asymp	PROPN
ajfa-3725	95	36	.	.	PUNCT
ajfa-3725	96	1	sig	sig	PROPN
ajfa-3725	96	2	.	.	PUNCT
ajfa-3725	97	1	(	(	PUNCT
ajfa-3725	97	2	2	2	NUM
ajfa-3725	97	3	-	-	PUNCT
ajfa-3725	97	4	tailed	tailed	ADJ
ajfa-3725	97	5	)	)	PUNCT
ajfa-3725	97	6	.000	.000	NUM
ajfa-3725	97	7	a.	a.	NOUN
ajfa-3725	97	8	mean	mean	PROPN
ajfa-3725	97	9	asian	asian	PROPN
ajfa-3725	97	10	journal	journal	NOUN
ajfa-3725	97	11	of	of	ADP
ajfa-3725	97	12	finance	finance	PROPN
ajfa-3725	97	13	&	&	CCONJ
ajfa-3725	97	14	accounting	accounting	PROPN
ajfa-3725	97	15	issn	issn	PROPN
ajfa-3725	97	16	1946	1946	NUM
ajfa-3725	97	17	-	-	PUNCT
ajfa-3725	97	18	052x	052x	NOUN
ajfa-3725	97	19	2013	2013	NUM
ajfa-3725	97	20	,	,	PUNCT
ajfa-3725	97	21	vol	vol	NOUN
ajfa-3725	97	22	.	.	PROPN
ajfa-3725	97	23	5	5	NUM
ajfa-3725	97	24	,	,	PUNCT
ajfa-3725	97	25	no	no	INTJ
ajfa-3725	97	26	.	.	NOUN
ajfa-3725	97	27	1	1	NUM
ajfa-3725	97	28	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NUM
ajfa-3725	97	29	393	393	NUM
ajfa-3725	97	30	table	table	NOUN
ajfa-3725	97	31	6	6	NUM
ajfa-3725	97	32	.	.	PUNCT
ajfa-3725	98	1	(	(	PUNCT
ajfa-3725	98	2	autocorrelations	autocorrelation	NOUN
ajfa-3725	98	3	)	)	PUNCT
ajfa-3725	98	4	series	series	NOUN
ajfa-3725	98	5	:	:	PUNCT
ajfa-3725	98	6	(	(	PUNCT
ajfa-3725	98	7	1/1/2008	1/1/2008	NUM
ajfa-3725	98	8	to	to	ADP
ajfa-3725	98	9	12/31/2008	12/31/2008	NUM
ajfa-3725	98	10	)	)	PUNCT
ajfa-3725	98	11	lag	lag	NOUN
ajfa-3725	98	12	autocorrelation	autocorrelation	NOUN
ajfa-3725	98	13	(	(	PUNCT
ajfa-3725	98	14	p	p	NOUN
ajfa-3725	98	15	)	)	PUNCT
ajfa-3725	98	16	std	std	NOUN
ajfa-3725	98	17	.	.	PUNCT
ajfa-3725	99	1	errora	errora	PROPN
ajfa-3725	99	2	box	box	NOUN
ajfa-3725	99	3	-	-	PUNCT
ajfa-3725	99	4	ljung	ljung	VERB
ajfa-3725	99	5	statistic	statistic	NOUN
ajfa-3725	99	6	value	value	NOUN
ajfa-3725	99	7	df	df	PROPN
ajfa-3725	99	8	sig.b	sig.b	PROPN
ajfa-3725	99	9	1	1	NUM
ajfa-3725	99	10	.979	.979	NUM
ajfa-3725	99	11	.065	.065	NUM
ajfa-3725	99	12	228.943	228.943	NUM
ajfa-3725	99	13	1	1	NUM
ajfa-3725	99	14	.000	.000	NUM
ajfa-3725	99	15	a.	a.	NOUN
ajfa-3725	99	16	the	the	DET
ajfa-3725	99	17	underlying	underlie	VERB
ajfa-3725	99	18	process	process	NOUN
ajfa-3725	99	19	assumed	assume	VERB
ajfa-3725	99	20	is	be	AUX
ajfa-3725	99	21	independence	independence	NOUN
ajfa-3725	99	22	.	.	PUNCT
ajfa-3725	100	1	b.	b.	PROPN
ajfa-3725	100	2	based	base	VERB
ajfa-3725	100	3	on	on	ADP
ajfa-3725	100	4	the	the	DET
ajfa-3725	100	5	asymptotic	asymptotic	ADJ
ajfa-3725	100	6	chi	chi	ADJ
ajfa-3725	100	7	-	-	PUNCT
ajfa-3725	100	8	square	square	NOUN
ajfa-3725	100	9	approximation	approximation	NOUN
ajfa-3725	100	10	.	.	PUNCT
ajfa-3725	101	1	table	table	NOUN
ajfa-3725	101	2	7	7	NUM
ajfa-3725	101	3	.	.	PUNCT
ajfa-3725	102	1	(	(	PUNCT
ajfa-3725	102	2	runs	run	NOUN
ajfa-3725	102	3	test	test	NOUN
ajfa-3725	102	4	)	)	PUNCT
ajfa-3725	102	5	series	series	NOUN
ajfa-3725	102	6	:	:	PUNCT
ajfa-3725	102	7	(	(	PUNCT
ajfa-3725	102	8	1/1/2008	1/1/2008	NUM
ajfa-3725	102	9	to	to	ADP
ajfa-3725	102	10	12/31/2008	12/31/2008	NUM
ajfa-3725	102	11	)	)	PUNCT
ajfa-3725	102	12	test	test	NOUN
ajfa-3725	102	13	valuea	valuea	VERB
ajfa-3725	102	14	9285.31	9285.31	NUM
ajfa-3725	102	15	cases	case	NOUN
ajfa-3725	102	16	<	<	X
ajfa-3725	102	17	test	test	NOUN
ajfa-3725	102	18	value	value	NOUN
ajfa-3725	102	19	118	118	NUM
ajfa-3725	102	20	cases	case	NOUN
ajfa-3725	102	21	>	>	PUNCT
ajfa-3725	102	22	=	=	PUNCT
ajfa-3725	102	23	test	test	NOUN
ajfa-3725	102	24	value	value	NOUN
ajfa-3725	102	25	118	118	NUM
ajfa-3725	102	26	total	total	ADJ
ajfa-3725	102	27	cases	case	NOUN
ajfa-3725	102	28	236	236	NUM
ajfa-3725	102	29	number	number	NOUN
ajfa-3725	102	30	of	of	ADP
ajfa-3725	102	31	runs	run	NOUN
ajfa-3725	102	32	12	12	NUM
ajfa-3725	102	33	z	z	NOUN
ajfa-3725	102	34	-13.960	-13.960	PUNCT
ajfa-3725	102	35	asymp	asymp	PROPN
ajfa-3725	102	36	.	.	PUNCT
ajfa-3725	103	1	sig	sig	PROPN
ajfa-3725	103	2	.	.	PUNCT
ajfa-3725	104	1	(	(	PUNCT
ajfa-3725	104	2	2	2	NUM
ajfa-3725	104	3	-	-	PUNCT
ajfa-3725	104	4	tailed	tailed	ADJ
ajfa-3725	104	5	)	)	PUNCT
ajfa-3725	104	6	.000	.000	NUM
ajfa-3725	105	1	a.	a.	NOUN
ajfa-3725	105	2	mean	mean	VERB
ajfa-3725	105	3	the	the	DET
ajfa-3725	105	4	results	result	NOUN
ajfa-3725	105	5	in	in	ADP
ajfa-3725	105	6	tables	table	NOUN
ajfa-3725	105	7	4	4	NUM
ajfa-3725	105	8	,	,	PUNCT
ajfa-3725	105	9	5	5	NUM
ajfa-3725	105	10	,	,	PUNCT
ajfa-3725	105	11	6	6	NUM
ajfa-3725	105	12	and	and	CCONJ
ajfa-3725	105	13	7	7	NUM
ajfa-3725	105	14	clearly	clearly	ADV
ajfa-3725	105	15	show	show	VERB
ajfa-3725	105	16	more	more	ADJ
ajfa-3725	105	17	correction	correction	NOUN
ajfa-3725	105	18	as	as	SCONJ
ajfa-3725	105	19	time	time	NOUN
ajfa-3725	105	20	passes	pass	VERB
ajfa-3725	105	21	.	.	PUNCT
ajfa-3725	106	1	the	the	DET
ajfa-3725	106	2	correlation	correlation	NOUN
ajfa-3725	106	3	coefficient	coefficient	NOUN
ajfa-3725	106	4	observed	observe	VERB
ajfa-3725	106	5	has	have	AUX
ajfa-3725	106	6	clearly	clearly	ADV
ajfa-3725	106	7	increased	increase	VERB
ajfa-3725	106	8	even	even	ADV
ajfa-3725	106	9	more	more	ADJ
ajfa-3725	106	10	than	than	ADP
ajfa-3725	106	11	what	what	PRON
ajfa-3725	106	12	have	have	AUX
ajfa-3725	106	13	been	be	AUX
ajfa-3725	106	14	noticed	notice	VERB
ajfa-3725	106	15	before	before	ADP
ajfa-3725	106	16	“	"	PUNCT
ajfa-3725	106	17	tadawul	tadawul	PROPN
ajfa-3725	106	18	”	"	PUNCT
ajfa-3725	106	19	.	.	PUNCT
ajfa-3725	107	1	the	the	DET
ajfa-3725	107	2	reason	reason	NOUN
ajfa-3725	107	3	behind	behind	ADP
ajfa-3725	107	4	that	that	PRON
ajfa-3725	107	5	is	be	AUX
ajfa-3725	107	6	the	the	DET
ajfa-3725	107	7	period	period	NOUN
ajfa-3725	107	8	of	of	ADP
ajfa-3725	107	9	the	the	DET
ajfa-3725	107	10	correlation	correlation	NOUN
ajfa-3725	107	11	test	test	NOUN
ajfa-3725	107	12	.	.	PUNCT
ajfa-3725	108	1	when	when	SCONJ
ajfa-3725	108	2	the	the	DET
ajfa-3725	108	3	tests	test	NOUN
ajfa-3725	108	4	are	be	AUX
ajfa-3725	108	5	applied	apply	VERB
ajfa-3725	108	6	on	on	ADP
ajfa-3725	108	7	the	the	DET
ajfa-3725	108	8	selected	select	VERB
ajfa-3725	108	9	data	datum	NOUN
ajfa-3725	108	10	over	over	ADP
ajfa-3725	108	11	a	a	DET
ajfa-3725	108	12	short	short	ADJ
ajfa-3725	108	13	period	period	NOUN
ajfa-3725	108	14	of	of	ADP
ajfa-3725	108	15	time	time	NOUN
ajfa-3725	108	16	(	(	PUNCT
ajfa-3725	108	17	e.g.	e.g.	ADV
ajfa-3725	108	18	three	three	NUM
ajfa-3725	108	19	months	month	NOUN
ajfa-3725	108	20	)	)	PUNCT
ajfa-3725	108	21	,	,	PUNCT
ajfa-3725	108	22	less	less	ADJ
ajfa-3725	108	23	correlation	correlation	NOUN
ajfa-3725	108	24	is	be	AUX
ajfa-3725	108	25	observed	observe	VERB
ajfa-3725	108	26	,	,	PUNCT
ajfa-3725	108	27	however	however	ADV
ajfa-3725	108	28	,	,	PUNCT
ajfa-3725	108	29	if	if	SCONJ
ajfa-3725	108	30	the	the	DET
ajfa-3725	108	31	tests	test	NOUN
ajfa-3725	108	32	are	be	AUX
ajfa-3725	108	33	applied	apply	VERB
ajfa-3725	108	34	on	on	ADP
ajfa-3725	108	35	data	datum	NOUN
ajfa-3725	108	36	selected	select	VERB
ajfa-3725	108	37	over	over	ADP
ajfa-3725	108	38	a	a	DET
ajfa-3725	108	39	longer	long	ADJ
ajfa-3725	108	40	period	period	NOUN
ajfa-3725	108	41	of	of	ADP
ajfa-3725	108	42	time	time	NOUN
ajfa-3725	108	43	(	(	PUNCT
ajfa-3725	108	44	more	more	ADJ
ajfa-3725	108	45	than	than	ADP
ajfa-3725	108	46	three	three	NUM
ajfa-3725	108	47	months	month	NOUN
ajfa-3725	108	48	)	)	PUNCT
ajfa-3725	108	49	,	,	PUNCT
ajfa-3725	108	50	more	more	ADJ
ajfa-3725	108	51	correlation	correlation	NOUN
ajfa-3725	108	52	is	be	AUX
ajfa-3725	108	53	observed	observe	VERB
ajfa-3725	108	54	.	.	PUNCT
ajfa-3725	109	1	fama	fama	PROPN
ajfa-3725	109	2	(	(	PUNCT
ajfa-3725	109	3	1998	1998	NUM
ajfa-3725	109	4	)	)	PUNCT
ajfa-3725	109	5	explains	explain	VERB
ajfa-3725	109	6	that	that	SCONJ
ajfa-3725	109	7	there	there	PRON
ajfa-3725	109	8	is	be	VERB
ajfa-3725	109	9	a	a	DET
ajfa-3725	109	10	growing	grow	VERB
ajfa-3725	109	11	literature	literature	NOUN
ajfa-3725	109	12	that	that	PRON
ajfa-3725	109	13	relates	relate	VERB
ajfa-3725	109	14	this	this	DET
ajfa-3725	109	15	phenomenon	phenomenon	NOUN
ajfa-3725	109	16	to	to	PART
ajfa-3725	109	17	market	market	VERB
ajfa-3725	109	18	slow	slow	ADJ
ajfa-3725	109	19	adjustment	adjustment	NOUN
ajfa-3725	109	20	to	to	ADP
ajfa-3725	109	21	information	information	NOUN
ajfa-3725	109	22	,	,	PUNCT
ajfa-3725	109	23	but	but	CCONJ
ajfa-3725	109	24	he	he	PRON
ajfa-3725	109	25	challenges	challenge	VERB
ajfa-3725	109	26	this	this	DET
ajfa-3725	109	27	assumption	assumption	NOUN
ajfa-3725	109	28	by	by	ADP
ajfa-3725	109	29	arguing	argue	VERB
ajfa-3725	109	30	that	that	SCONJ
ajfa-3725	109	31	most	most	ADJ
ajfa-3725	109	32	of	of	ADP
ajfa-3725	109	33	the	the	DET
ajfa-3725	109	34	studies	study	NOUN
ajfa-3725	109	35	done	do	VERB
ajfa-3725	109	36	on	on	ADP
ajfa-3725	109	37	long	long	ADJ
ajfa-3725	109	38	term	term	NOUN
ajfa-3725	109	39	returns	return	NOUN
ajfa-3725	109	40	will	will	AUX
ajfa-3725	109	41	conclude	conclude	VERB
ajfa-3725	109	42	inefficiency	inefficiency	NOUN
ajfa-3725	109	43	and	and	CCONJ
ajfa-3725	109	44	questions	question	NOUN
ajfa-3725	109	45	if	if	SCONJ
ajfa-3725	109	46	“	"	PUNCT
ajfa-3725	109	47	efficiency	efficiency	NOUN
ajfa-3725	109	48	”	"	PUNCT
ajfa-3725	109	49	should	should	AUX
ajfa-3725	109	50	be	be	AUX
ajfa-3725	109	51	discarded	discard	VERB
ajfa-3725	109	52	?	?	PUNCT
ajfa-3725	110	1	fama	fama	NOUN
ajfa-3725	110	2	(	(	PUNCT
ajfa-3725	110	3	1998	1998	NUM
ajfa-3725	110	4	)	)	PUNCT
ajfa-3725	110	5	argue	argue	VERB
ajfa-3725	110	6	that	that	SCONJ
ajfa-3725	110	7	for	for	ADP
ajfa-3725	110	8	long	long	ADJ
ajfa-3725	110	9	term	term	NOUN
ajfa-3725	110	10	returns	return	NOUN
ajfa-3725	110	11	,	,	PUNCT
ajfa-3725	110	12	if	if	SCONJ
ajfa-3725	110	13	an	an	DET
ajfa-3725	110	14	even	even	ADV
ajfa-3725	110	15	anomalies	anomaly	NOUN
ajfa-3725	110	16	split	split	VERB
ajfa-3725	110	17	between	between	ADP
ajfa-3725	110	18	underreaction	underreaction	NOUN
ajfa-3725	110	19	and	and	CCONJ
ajfa-3725	110	20	overreaction	overreaction	NOUN
ajfa-3725	110	21	can	can	AUX
ajfa-3725	110	22	be	be	AUX
ajfa-3725	110	23	observed	observe	VERB
ajfa-3725	110	24	,	,	PUNCT
ajfa-3725	110	25	then	then	ADV
ajfa-3725	110	26	they	they	PRON
ajfa-3725	110	27	can	can	AUX
ajfa-3725	110	28	not	not	PART
ajfa-3725	110	29	be	be	AUX
ajfa-3725	110	30	attributed	attribute	VERB
ajfa-3725	110	31	to	to	ADP
ajfa-3725	110	32	chance	chance	NOUN
ajfa-3725	110	33	and	and	CCONJ
ajfa-3725	110	34	are	be	AUX
ajfa-3725	110	35	consistent	consistent	ADJ
ajfa-3725	110	36	with	with	ADP
ajfa-3725	110	37	market	market	NOUN
ajfa-3725	110	38	the	the	DET
ajfa-3725	110	39	emh	emh	PROPN
ajfa-3725	110	40	.	.	PUNCT
ajfa-3725	111	1	hence	hence	ADV
ajfa-3725	111	2	,	,	PUNCT
ajfa-3725	111	3	future	future	ADJ
ajfa-3725	111	4	research	research	NOUN
ajfa-3725	111	5	may	may	AUX
ajfa-3725	111	6	consider	consider	VERB
ajfa-3725	111	7	investigating	investigate	VERB
ajfa-3725	111	8	underreaction	underreaction	NOUN
ajfa-3725	111	9	and	and	CCONJ
ajfa-3725	111	10	overreaction	overreaction	NOUN
ajfa-3725	111	11	split	split	VERB
ajfa-3725	111	12	before	before	ADV
ajfa-3725	111	13	and	and	CCONJ
ajfa-3725	111	14	after	after	ADP
ajfa-3725	111	15	“	"	PUNCT
ajfa-3725	111	16	tadawul	tadawul	PROPN
ajfa-3725	111	17	”	"	PUNCT
ajfa-3725	111	18	to	to	PART
ajfa-3725	111	19	test	test	VERB
ajfa-3725	111	20	for	for	ADP
ajfa-3725	111	21	“	"	PUNCT
ajfa-3725	111	22	efficiency	efficiency	NOUN
ajfa-3725	111	23	”	"	PUNCT
ajfa-3725	111	24	.	.	PUNCT
ajfa-3725	112	1	another	another	DET
ajfa-3725	112	2	aspect	aspect	NOUN
ajfa-3725	112	3	is	be	AUX
ajfa-3725	112	4	the	the	DET
ajfa-3725	112	5	rationality	rationality	NOUN
ajfa-3725	112	6	of	of	ADP
ajfa-3725	112	7	the	the	DET
ajfa-3725	112	8	ssm	ssm	PROPN
ajfa-3725	112	9	participants	participant	NOUN
ajfa-3725	112	10	.	.	PUNCT
ajfa-3725	113	1	it	it	PRON
ajfa-3725	113	2	is	be	AUX
ajfa-3725	113	3	true	true	ADJ
ajfa-3725	113	4	that	that	SCONJ
ajfa-3725	113	5	,	,	PUNCT
ajfa-3725	113	6	the	the	DET
ajfa-3725	113	7	“	"	PUNCT
ajfa-3725	113	8	tadawul	tadawul	PROPN
ajfa-3725	113	9	”	"	PUNCT
ajfa-3725	113	10	technology	technology	NOUN
ajfa-3725	113	11	improved	improve	VERB
ajfa-3725	113	12	the	the	DET
ajfa-3725	113	13	dissemination	dissemination	NOUN
ajfa-3725	113	14	of	of	ADP
ajfa-3725	113	15	information	information	NOUN
ajfa-3725	113	16	to	to	ADP
ajfa-3725	113	17	market	market	NOUN
ajfa-3725	113	18	participants	participant	NOUN
ajfa-3725	113	19	,	,	PUNCT
ajfa-3725	113	20	but	but	CCONJ
ajfa-3725	113	21	it	it	PRON
ajfa-3725	113	22	is	be	AUX
ajfa-3725	113	23	not	not	PART
ajfa-3725	113	24	necessary	necessary	ADJ
ajfa-3725	113	25	that	that	SCONJ
ajfa-3725	113	26	the	the	DET
ajfa-3725	113	27	ssm	ssm	PROPN
ajfa-3725	113	28	participants	participant	NOUN
ajfa-3725	113	29	rationally	rationally	ADV
ajfa-3725	113	30	perceive	perceive	VERB
ajfa-3725	113	31	information	information	NOUN
ajfa-3725	113	32	dissemination	dissemination	NOUN
ajfa-3725	113	33	.	.	PUNCT
ajfa-3725	114	1	doran	doran	PROPN
ajfa-3725	114	2	asian	asian	PROPN
ajfa-3725	114	3	journal	journal	PROPN
ajfa-3725	114	4	of	of	ADP
ajfa-3725	114	5	finance	finance	PROPN
ajfa-3725	114	6	&	&	CCONJ
ajfa-3725	114	7	accounting	accounting	PROPN
ajfa-3725	114	8	issn	issn	PROPN
ajfa-3725	114	9	1946	1946	NUM
ajfa-3725	114	10	-	-	PUNCT
ajfa-3725	114	11	052x	052x	NOUN
ajfa-3725	114	12	2013	2013	NUM
ajfa-3725	114	13	,	,	PUNCT
ajfa-3725	114	14	vol	vol	NOUN
ajfa-3725	114	15	.	.	PROPN
ajfa-3725	114	16	5	5	NUM
ajfa-3725	114	17	,	,	PUNCT
ajfa-3725	114	18	no	no	INTJ
ajfa-3725	114	19	.	.	NOUN
ajfa-3725	114	20	1	1	NUM
ajfa-3725	114	21	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NOUN
ajfa-3725	114	22	394	394	NUM
ajfa-3725	114	23	et.al	et.al	NOUN
ajfa-3725	114	24	.	.	PUNCT
ajfa-3725	115	1	(	(	PUNCT
ajfa-3725	115	2	2010	2010	NUM
ajfa-3725	115	3	)	)	PUNCT
ajfa-3725	115	4	found	find	VERB
ajfa-3725	115	5	that	that	SCONJ
ajfa-3725	115	6	investments	investment	NOUN
ajfa-3725	115	7	objectives	objective	NOUN
ajfa-3725	115	8	of	of	ADP
ajfa-3725	115	9	finance	finance	NOUN
ajfa-3725	115	10	professors	professor	NOUN
ajfa-3725	115	11	are	be	AUX
ajfa-3725	115	12	largely	largely	ADV
ajfa-3725	115	13	driven	drive	VERB
ajfa-3725	115	14	by	by	ADP
ajfa-3725	115	15	the	the	DET
ajfa-3725	115	16	same	same	ADJ
ajfa-3725	115	17	behavioral	behavioral	ADJ
ajfa-3725	115	18	factors	factor	NOUN
ajfa-3725	115	19	for	for	ADP
ajfa-3725	115	20	those	those	DET
ajfa-3725	115	21	amateur	amateur	ADJ
ajfa-3725	115	22	investors	investor	NOUN
ajfa-3725	115	23	.	.	PUNCT
ajfa-3725	116	1	doran	doran	PROPN
ajfa-3725	116	2	et.al	et.al	PROPN
ajfa-3725	116	3	.	.	PUNCT
ajfa-3725	117	1	(	(	PUNCT
ajfa-3725	117	2	2010	2010	NUM
ajfa-3725	117	3	)	)	PUNCT
ajfa-3725	117	4	found	find	VERB
ajfa-3725	117	5	that	that	SCONJ
ajfa-3725	117	6	personal	personal	ADJ
ajfa-3725	117	7	confidence	confidence	NOUN
ajfa-3725	117	8	in	in	ADP
ajfa-3725	117	9	the	the	DET
ajfa-3725	117	10	ability	ability	NOUN
ajfa-3725	117	11	to	to	PART
ajfa-3725	117	12	beat	beat	VERB
ajfa-3725	117	13	the	the	DET
ajfa-3725	117	14	market	market	NOUN
ajfa-3725	117	15	is	be	AUX
ajfa-3725	117	16	independent	independent	ADJ
ajfa-3725	117	17	of	of	ADP
ajfa-3725	117	18	opinion	opinion	NOUN
ajfa-3725	117	19	on	on	ADP
ajfa-3725	117	20	market	market	NOUN
ajfa-3725	117	21	efficiency	efficiency	NOUN
ajfa-3725	117	22	.	.	PUNCT
ajfa-3725	118	1	thus	thus	ADV
ajfa-3725	118	2	,	,	PUNCT
ajfa-3725	118	3	future	future	ADJ
ajfa-3725	118	4	research	research	NOUN
ajfa-3725	118	5	may	may	AUX
ajfa-3725	118	6	look	look	VERB
ajfa-3725	118	7	more	more	ADV
ajfa-3725	118	8	on	on	ADP
ajfa-3725	118	9	the	the	DET
ajfa-3725	118	10	behavioral	behavioral	ADJ
ajfa-3725	118	11	finance	finance	NOUN
ajfa-3725	118	12	of	of	ADP
ajfa-3725	118	13	the	the	DET
ajfa-3725	118	14	ssm	ssm	PROPN
ajfa-3725	118	15	.	.	PUNCT
ajfa-3725	118	16	without	without	ADP
ajfa-3725	118	17	looking	look	VERB
ajfa-3725	118	18	collectively	collectively	ADV
ajfa-3725	118	19	to	to	ADP
ajfa-3725	118	20	all	all	PRON
ajfa-3725	118	21	of	of	ADP
ajfa-3725	118	22	these	these	DET
ajfa-3725	118	23	factors	factor	NOUN
ajfa-3725	118	24	(	(	PUNCT
ajfa-3725	118	25	behavioral	behavioral	ADJ
ajfa-3725	118	26	finance	finance	NOUN
ajfa-3725	118	27	,	,	PUNCT
ajfa-3725	118	28	underreaction	underreaction	NOUN
ajfa-3725	118	29	and	and	CCONJ
ajfa-3725	118	30	overreaction	overreaction	NOUN
ajfa-3725	118	31	split	split	NOUN
ajfa-3725	118	32	and	and	CCONJ
ajfa-3725	118	33	returns	return	VERB
ajfa-3725	118	34	correlation	correlation	NOUN
ajfa-3725	118	35	)	)	PUNCT
ajfa-3725	118	36	,	,	PUNCT
ajfa-3725	118	37	it	it	PRON
ajfa-3725	118	38	is	be	AUX
ajfa-3725	118	39	difficult	difficult	ADJ
ajfa-3725	118	40	to	to	PART
ajfa-3725	118	41	confirm	confirm	VERB
ajfa-3725	118	42	the	the	DET
ajfa-3725	118	43	ssm	ssm	PROPN
ajfa-3725	118	44	“	"	PUNCT
ajfa-3725	118	45	efficiency	efficiency	NOUN
ajfa-3725	118	46	”	"	PUNCT
ajfa-3725	118	47	.	.	PUNCT
ajfa-3725	119	1	5	5	X
ajfa-3725	119	2	.	.	X
ajfa-3725	119	3	conclusion	conclusion	NOUN
ajfa-3725	119	4	the	the	DET
ajfa-3725	119	5	aim	aim	NOUN
ajfa-3725	119	6	of	of	ADP
ajfa-3725	119	7	this	this	DET
ajfa-3725	119	8	study	study	NOUN
ajfa-3725	119	9	is	be	AUX
ajfa-3725	119	10	to	to	PART
ajfa-3725	119	11	test	test	VERB
ajfa-3725	119	12	the	the	DET
ajfa-3725	119	13	weak	weak	ADJ
ajfa-3725	119	14	form	form	NOUN
ajfa-3725	119	15	of	of	ADP
ajfa-3725	119	16	efficiency	efficiency	NOUN
ajfa-3725	119	17	in	in	ADP
ajfa-3725	119	18	the	the	DET
ajfa-3725	119	19	ssm	ssm	NOUN
ajfa-3725	119	20	before	before	ADP
ajfa-3725	119	21	and	and	CCONJ
ajfa-3725	119	22	after	after	ADP
ajfa-3725	119	23	“	"	PUNCT
ajfa-3725	119	24	tadawul	tadawul	PROPN
ajfa-3725	119	25	”	"	PUNCT
ajfa-3725	119	26	.	.	PUNCT
ajfa-3725	120	1	the	the	DET
ajfa-3725	120	2	ssm	ssm	PROPN
ajfa-3725	120	3	daily	daily	ADJ
ajfa-3725	120	4	stock	stock	NOUN
ajfa-3725	120	5	price	price	NOUN
ajfa-3725	120	6	returns	return	NOUN
ajfa-3725	120	7	index	index	NOUN
ajfa-3725	120	8	was	be	AUX
ajfa-3725	120	9	examined	examine	VERB
ajfa-3725	120	10	from	from	ADP
ajfa-3725	120	11	january	january	PROPN
ajfa-3725	120	12	1st	1st	NOUN
ajfa-3725	120	13	2007	2007	NUM
ajfa-3725	120	14	to	to	ADP
ajfa-3725	120	15	march	march	PROPN
ajfa-3725	120	16	18th	18th	NOUN
ajfa-3725	120	17	2007	2007	NUM
ajfa-3725	120	18	(	(	PUNCT
ajfa-3725	120	19	before	before	ADP
ajfa-3725	120	20	tadawul	tadawul	PROPN
ajfa-3725	120	21	)	)	PUNCT
ajfa-3725	120	22	and	and	CCONJ
ajfa-3725	120	23	from	from	ADP
ajfa-3725	120	24	march	march	PROPN
ajfa-3725	120	25	19th	19th	NOUN
ajfa-3725	120	26	2007	2007	NUM
ajfa-3725	120	27	to	to	ADP
ajfa-3725	120	28	may	may	PROPN
ajfa-3725	120	29	29th	29th	NOUN
ajfa-3725	120	30	2007	2007	NUM
ajfa-3725	120	31	(	(	PUNCT
ajfa-3725	120	32	after	after	ADP
ajfa-3725	120	33	tadawul	tadawul	PROPN
ajfa-3725	120	34	)	)	PUNCT
ajfa-3725	120	35	to	to	PART
ajfa-3725	120	36	investigate	investigate	VERB
ajfa-3725	120	37	alterations	alteration	NOUN
ajfa-3725	120	38	in	in	ADP
ajfa-3725	120	39	efficiency	efficiency	NOUN
ajfa-3725	120	40	through	through	ADP
ajfa-3725	120	41	autocorrelation	autocorrelation	NOUN
ajfa-3725	120	42	and	and	CCONJ
ajfa-3725	120	43	the	the	DET
ajfa-3725	120	44	run	run	NOUN
ajfa-3725	120	45	test	test	NOUN
ajfa-3725	120	46	of	of	ADP
ajfa-3725	120	47	randomness	randomness	NOUN
ajfa-3725	120	48	.	.	PUNCT
ajfa-3725	121	1	more	more	ADJ
ajfa-3725	121	2	investigation	investigation	NOUN
ajfa-3725	121	3	should	should	AUX
ajfa-3725	121	4	be	be	AUX
ajfa-3725	121	5	made	make	VERB
ajfa-3725	121	6	on	on	ADP
ajfa-3725	121	7	behavioral	behavioral	ADJ
ajfa-3725	121	8	finance	finance	NOUN
ajfa-3725	121	9	,	,	PUNCT
ajfa-3725	121	10	underreaction	underreaction	NOUN
ajfa-3725	121	11	and	and	CCONJ
ajfa-3725	121	12	overreaction	overreaction	NOUN
ajfa-3725	121	13	split	split	NOUN
ajfa-3725	121	14	.	.	PUNCT
ajfa-3725	122	1	without	without	ADP
ajfa-3725	122	2	looking	look	VERB
ajfa-3725	122	3	collectively	collectively	ADV
ajfa-3725	122	4	to	to	ADP
ajfa-3725	122	5	all	all	PRON
ajfa-3725	122	6	of	of	ADP
ajfa-3725	122	7	these	these	DET
ajfa-3725	122	8	factors	factor	NOUN
ajfa-3725	122	9	(	(	PUNCT
ajfa-3725	122	10	behavioral	behavioral	ADJ
ajfa-3725	122	11	finance	finance	NOUN
ajfa-3725	122	12	,	,	PUNCT
ajfa-3725	122	13	underreaction	underreaction	NOUN
ajfa-3725	122	14	and	and	CCONJ
ajfa-3725	122	15	overreaction	overreaction	NOUN
ajfa-3725	122	16	split	split	NOUN
ajfa-3725	122	17	and	and	CCONJ
ajfa-3725	122	18	returns	return	VERB
ajfa-3725	122	19	correlation	correlation	NOUN
ajfa-3725	122	20	)	)	PUNCT
ajfa-3725	122	21	,	,	PUNCT
ajfa-3725	122	22	it	it	PRON
ajfa-3725	122	23	is	be	AUX
ajfa-3725	122	24	difficult	difficult	ADJ
ajfa-3725	122	25	to	to	PART
ajfa-3725	122	26	confirm	confirm	VERB
ajfa-3725	122	27	the	the	DET
ajfa-3725	122	28	ssm	ssm	PROPN
ajfa-3725	122	29	“	"	PUNCT
ajfa-3725	122	30	efficiency	efficiency	NOUN
ajfa-3725	122	31	”	"	PUNCT
ajfa-3725	122	32	references	reference	VERB
ajfa-3725	122	33	al	al	PROPN
ajfa-3725	122	34	-	-	PUNCT
ajfa-3725	122	35	abdulqader	abdulqader	PROPN
ajfa-3725	122	36	,	,	PUNCT
ajfa-3725	122	37	k.	k.	PROPN
ajfa-3725	122	38	a.	a.	PROPN
ajfa-3725	122	39	,	,	PUNCT
ajfa-3725	122	40	hannah	hannah	PROPN
ajfa-3725	122	41	,	,	PUNCT
ajfa-3725	122	42	g.	g.	PROPN
ajfa-3725	122	43	,	,	PUNCT
ajfa-3725	122	44	&	&	CCONJ
ajfa-3725	122	45	power	power	NOUN
ajfa-3725	122	46	,	,	PUNCT
ajfa-3725	122	47	d.	d.	PROPN
ajfa-3725	122	48	m.	m.	PROPN
ajfa-3725	122	49	(	(	PUNCT
ajfa-3725	122	50	2007	2007	NUM
ajfa-3725	122	51	)	)	PUNCT
ajfa-3725	122	52	.	.	PUNCT
ajfa-3725	123	1	a	a	DET
ajfa-3725	123	2	test	test	NOUN
ajfa-3725	123	3	of	of	ADP
ajfa-3725	123	4	the	the	DET
ajfa-3725	123	5	weak	weak	ADJ
ajfa-3725	123	6	-	-	PUNCT
ajfa-3725	123	7	form	form	NOUN
ajfa-3725	123	8	of	of	ADP
ajfa-3725	123	9	the	the	DET
ajfa-3725	123	10	efficient	efficient	ADJ
ajfa-3725	123	11	markets	market	NOUN
ajfa-3725	123	12	hypothesis	hypothesis	NOUN
ajfa-3725	123	13	for	for	ADP
ajfa-3725	123	14	the	the	DET
ajfa-3725	123	15	saudi	saudi	ADJ
ajfa-3725	123	16	stock	stock	NOUN
ajfa-3725	123	17	market	market	NOUN
ajfa-3725	123	18	.	.	PUNCT
ajfa-3725	124	1	journal	journal	NOUN
ajfa-3725	124	2	of	of	ADP
ajfa-3725	124	3	emerging	emerge	VERB
ajfa-3725	124	4	market	market	NOUN
ajfa-3725	124	5	finance	finance	NOUN
ajfa-3725	124	6	,	,	PUNCT
ajfa-3725	124	7	6(2),167	6(2),167	NUM
ajfa-3725	124	8	-	-	SYM
ajfa-3725	124	9	190	190	NUM
ajfa-3725	124	10	.	.	PUNCT
ajfa-3725	125	1	http://dx.doi.org/10.1177/097265270700600202	http://dx.doi.org/10.1177/097265270700600202	PROPN
ajfa-3725	125	2	al	al	PROPN
ajfa-3725	125	3	-	-	PUNCT
ajfa-3725	125	4	bogami	bogami	PROPN
ajfa-3725	125	5	,	,	PUNCT
ajfa-3725	125	6	s.	s.	PROPN
ajfa-3725	125	7	(	(	PUNCT
ajfa-3725	125	8	1996	1996	NUM
ajfa-3725	125	9	)	)	PUNCT
ajfa-3725	125	10	.	.	PUNCT
ajfa-3725	126	1	an	an	DET
ajfa-3725	126	2	examination	examination	NOUN
ajfa-3725	126	3	of	of	ADP
ajfa-3725	126	4	the	the	DET
ajfa-3725	126	5	usefulness	usefulness	NOUN
ajfa-3725	126	6	of	of	ADP
ajfa-3725	126	7	interim	interim	ADJ
ajfa-3725	126	8	financial	financial	ADJ
ajfa-3725	126	9	statements	statement	NOUN
ajfa-3725	126	10	to	to	ADP
ajfa-3725	126	11	investors	investor	NOUN
ajfa-3725	126	12	in	in	ADP
ajfa-3725	126	13	the	the	DET
ajfa-3725	126	14	saudi	saudi	ADJ
ajfa-3725	126	15	stock	stock	NOUN
ajfa-3725	126	16	market	market	NOUN
ajfa-3725	126	17	.	.	PUNCT
ajfa-3725	127	1	ph.d	ph.d	PROPN
ajfa-3725	127	2	.	.	PUNCT
ajfa-3725	128	1	thesis	thesis	PROPN
ajfa-3725	128	2	.	.	PUNCT
ajfa-3725	129	1	united	united	PROPN
ajfa-3725	129	2	kingdom	kingdom	PROPN
ajfa-3725	129	3	:	:	PUNCT
ajfa-3725	129	4	university	university	NOUN
ajfa-3725	129	5	of	of	ADP
ajfa-3725	129	6	dundee	dundee	PROPN
ajfa-3725	129	7	al	al	PROPN
ajfa-3725	129	8	-	-	PUNCT
ajfa-3725	129	9	razeen	razeen	PROPN
ajfa-3725	129	10	,	,	PUNCT
ajfa-3725	129	11	a.m.	a.m.	PROPN
ajfa-3725	129	12	(	(	PUNCT
ajfa-3725	129	13	1997	1997	NUM
ajfa-3725	129	14	)	)	PUNCT
ajfa-3725	129	15	.	.	PUNCT
ajfa-3725	130	1	the	the	DET
ajfa-3725	130	2	weak	weak	ADJ
ajfa-3725	130	3	-	-	PUNCT
ajfa-3725	130	4	form	form	NOUN
ajfa-3725	130	5	efficiency	efficiency	NOUN
ajfa-3725	130	6	of	of	ADP
ajfa-3725	130	7	the	the	DET
ajfa-3725	130	8	saudi	saudi	ADJ
ajfa-3725	130	9	stock	stock	NOUN
ajfa-3725	130	10	market	market	NOUN
ajfa-3725	130	11	.	.	PUNCT
ajfa-3725	131	1	ph.d	ph.d	PROPN
ajfa-3725	131	2	.	.	PUNCT
ajfa-3725	132	1	thesis	thesis	PROPN
ajfa-3725	132	2	.	.	PUNCT
ajfa-3725	133	1	united	united	PROPN
ajfa-3725	133	2	kingdom	kingdom	PROPN
ajfa-3725	133	3	:	:	PUNCT
ajfa-3725	133	4	university	university	NOUN
ajfa-3725	133	5	of	of	ADP
ajfa-3725	133	6	leicester	leicester	PROPN
ajfa-3725	133	7	butler	butler	PROPN
ajfa-3725	133	8	,	,	PUNCT
ajfa-3725	133	9	k.	k.	PROPN
ajfa-3725	133	10	c.	c.	PROPN
ajfa-3725	133	11	,	,	PUNCT
ajfa-3725	133	12	&	&	CCONJ
ajfa-3725	133	13	malaikah	malaikah	PROPN
ajfa-3725	133	14	,	,	PUNCT
ajfa-3725	133	15	s.	s.	PROPN
ajfa-3725	133	16	j.	j.	PROPN
ajfa-3725	133	17	(	(	PUNCT
ajfa-3725	133	18	1992	1992	NUM
ajfa-3725	133	19	)	)	PUNCT
ajfa-3725	133	20	.	.	PUNCT
ajfa-3725	134	1	efficiency	efficiency	NOUN
ajfa-3725	134	2	and	and	CCONJ
ajfa-3725	134	3	inefficiency	inefficiency	NOUN
ajfa-3725	134	4	in	in	ADP
ajfa-3725	134	5	thinly	thinly	ADV
ajfa-3725	134	6	traded	trade	VERB
ajfa-3725	134	7	stock	stock	NOUN
ajfa-3725	134	8	markets	market	NOUN
ajfa-3725	134	9	:	:	PUNCT
ajfa-3725	134	10	kuwait	kuwait	PROPN
ajfa-3725	134	11	and	and	CCONJ
ajfa-3725	134	12	saudi	saudi	PROPN
ajfa-3725	134	13	arabia	arabia	PROPN
ajfa-3725	134	14	.	.	PUNCT
ajfa-3725	135	1	journal	journal	PROPN
ajfa-3725	135	2	of	of	ADP
ajfa-3725	135	3	banking	banking	NOUN
ajfa-3725	135	4	and	and	CCONJ
ajfa-3725	135	5	finance	finance	NOUN
ajfa-3725	135	6	,	,	PUNCT
ajfa-3725	135	7	16(1	16(1	NUM
ajfa-3725	135	8	)	)	PUNCT
ajfa-3725	135	9	,	,	PUNCT
ajfa-3725	135	10	197	197	NUM
ajfa-3725	135	11	-	-	SYM
ajfa-3725	135	12	210	210	NUM
ajfa-3725	135	13	.	.	PUNCT
ajfa-3725	136	1	http://dx.doi.org/10.1016/0378-4266(92)90085-e	http://dx.doi.org/10.1016/0378-4266(92)90085-e	PROPN
ajfa-3725	136	2	doran	doran	PROPN
ajfa-3725	136	3	,	,	PUNCT
ajfa-3725	136	4	j.	j.	PROPN
ajfa-3725	136	5	s.	s.	PROPN
ajfa-3725	136	6	,	,	PUNCT
ajfa-3725	136	7	peterson	peterson	PROPN
ajfa-3725	136	8	,	,	PUNCT
ajfa-3725	136	9	d.	d.	PROPN
ajfa-3725	136	10	r.	r.	PROPN
ajfa-3725	136	11	,	,	PUNCT
ajfa-3725	136	12	&	&	CCONJ
ajfa-3725	136	13	wright	wright	PROPN
ajfa-3725	136	14	,	,	PUNCT
ajfa-3725	136	15	c.	c.	PROPN
ajfa-3725	136	16	(	(	PUNCT
ajfa-3725	136	17	2010	2010	NUM
ajfa-3725	136	18	)	)	PUNCT
ajfa-3725	136	19	.	.	PUNCT
ajfa-3725	137	1	confidence	confidence	NOUN
ajfa-3725	137	2	,	,	PUNCT
ajfa-3725	137	3	opinions	opinion	NOUN
ajfa-3725	137	4	of	of	ADP
ajfa-3725	137	5	market	market	NOUN
ajfa-3725	137	6	efficiency	efficiency	NOUN
ajfa-3725	137	7	,	,	PUNCT
ajfa-3725	137	8	and	and	CCONJ
ajfa-3725	137	9	investment	investment	NOUN
ajfa-3725	137	10	behavior	behavior	NOUN
ajfa-3725	137	11	of	of	ADP
ajfa-3725	137	12	finance	finance	NOUN
ajfa-3725	137	13	professors	professor	NOUN
ajfa-3725	137	14	.	.	PUNCT
ajfa-3725	138	1	journal	journal	PROPN
ajfa-3725	138	2	of	of	ADP
ajfa-3725	138	3	financial	financial	ADJ
ajfa-3725	138	4	markets	market	NOUN
ajfa-3725	138	5	,	,	PUNCT
ajfa-3725	138	6	13	13	NUM
ajfa-3725	138	7	,	,	PUNCT
ajfa-3725	138	8	174	174	NUM
ajfa-3725	138	9	-	-	SYM
ajfa-3725	138	10	195	195	NUM
ajfa-3725	138	11	.	.	PUNCT
ajfa-3725	139	1	http://dx.doi.org/10.1016/j.finmar.2009.09.002	http://dx.doi.org/10.1016/j.finmar.2009.09.002	PROPN
ajfa-3725	139	2	fama	fama	PROPN
ajfa-3725	139	3	,	,	PUNCT
ajfa-3725	139	4	e.	e.	PROPN
ajfa-3725	139	5	f.	f.	PROPN
ajfa-3725	139	6	(	(	PUNCT
ajfa-3725	139	7	1998	1998	NUM
ajfa-3725	139	8	)	)	PUNCT
ajfa-3725	139	9	.	.	PUNCT
ajfa-3725	140	1	market	market	NOUN
ajfa-3725	140	2	efficiency	efficiency	NOUN
ajfa-3725	140	3	,	,	PUNCT
ajfa-3725	140	4	long	long	ADJ
ajfa-3725	140	5	-	-	PUNCT
ajfa-3725	140	6	term	term	NOUN
ajfa-3725	140	7	returns	return	NOUN
ajfa-3725	140	8	,	,	PUNCT
ajfa-3725	140	9	and	and	CCONJ
ajfa-3725	140	10	behavioral	behavioral	ADJ
ajfa-3725	140	11	finance	finance	NOUN
ajfa-3725	140	12	.	.	PUNCT
ajfa-3725	141	1	journal	journal	NOUN
ajfa-3725	141	2	of	of	ADP
ajfa-3725	141	3	financial	financial	ADJ
ajfa-3725	141	4	economics	economic	NOUN
ajfa-3725	141	5	,	,	PUNCT
ajfa-3725	141	6	49(3	49(3	PROPN
ajfa-3725	141	7	)	)	PUNCT
ajfa-3725	141	8	,	,	PUNCT
ajfa-3725	141	9	283	283	NUM
ajfa-3725	141	10	-	-	SYM
ajfa-3725	141	11	306	306	NUM
ajfa-3725	141	12	.	.	PUNCT
ajfa-3725	142	1	http://dx.doi.org/10.1016/s0304-405x(98)00026-9	http://dx.doi.org/10.1016/s0304-405x(98)00026-9	PROPN
ajfa-3725	142	2	fishman	fishman	PROPN
ajfa-3725	142	3	,	,	PUNCT
ajfa-3725	142	4	m.	m.	PROPN
ajfa-3725	142	5	j.	j.	PROPN
ajfa-3725	142	6	,	,	PUNCT
ajfa-3725	142	7	&	&	CCONJ
ajfa-3725	142	8	kathleen	kathleen	PROPN
ajfa-3725	142	9	h.	h.	PROPN
ajfa-3725	142	10	m.	m.	PROPN
ajfa-3725	142	11	(	(	PUNCT
ajfa-3725	142	12	1992	1992	NUM
ajfa-3725	142	13	)	)	PUNCT
ajfa-3725	142	14	.	.	PUNCT
ajfa-3725	143	1	insider	insider	NOUN
ajfa-3725	143	2	trading	trading	NOUN
ajfa-3725	143	3	and	and	CCONJ
ajfa-3725	143	4	the	the	DET
ajfa-3725	143	5	efficiency	efficiency	NOUN
ajfa-3725	143	6	of	of	ADP
ajfa-3725	143	7	stock	stock	NOUN
ajfa-3725	143	8	prices	price	NOUN
ajfa-3725	143	9	.	.	PUNCT
ajfa-3725	144	1	the	the	DET
ajfa-3725	144	2	rand	rand	PROPN
ajfa-3725	144	3	journal	journal	NOUN
ajfa-3725	144	4	of	of	ADP
ajfa-3725	144	5	economics	economic	NOUN
ajfa-3725	144	6	,	,	PUNCT
ajfa-3725	144	7	23(1),106	23(1),106	NUM
ajfa-3725	144	8	-	-	SYM
ajfa-3725	144	9	122	122	NUM
ajfa-3725	144	10	.	.	PUNCT
ajfa-3725	145	1	http://dx.doi.org/10.2307/2555435	http://dx.doi.org/10.2307/2555435	PROPN
ajfa-3725	145	2	gili	gili	PROPN
ajfa-3725	145	3	,	,	PUNCT
ajfa-3725	145	4	y.	y.	PROPN
ajfa-3725	145	5	,	,	PUNCT
ajfa-3725	145	6	&	&	CCONJ
ajfa-3725	145	7	cheng	cheng	PROPN
ajfa-3725	145	8	,	,	PUNCT
ajfa-3725	145	9	f.	f.	PROPN
ajfa-3725	145	10	l.	l.	PROPN
ajfa-3725	145	11	(	(	PUNCT
ajfa-3725	145	12	2008	2008	NUM
ajfa-3725	145	13	)	)	PUNCT
ajfa-3725	145	14	.	.	PUNCT
ajfa-3725	146	1	efficient	efficient	ADJ
ajfa-3725	146	2	market	market	NOUN
ajfa-3725	146	3	hypothesis	hypothesis	NOUN
ajfa-3725	146	4	(	(	PUNCT
ajfa-3725	146	5	emh	emh	PROPN
ajfa-3725	146	6	):	):	PUNCT
ajfa-3725	146	7	past	past	NOUN
ajfa-3725	146	8	,	,	PUNCT
ajfa-3725	146	9	present	present	ADJ
ajfa-3725	146	10	and	and	CCONJ
ajfa-3725	146	11	future	future	NOUN
ajfa-3725	146	12	.	.	PUNCT
ajfa-3725	147	1	review	review	NOUN
ajfa-3725	147	2	of	of	ADP
ajfa-3725	147	3	pacific	pacific	PROPN
ajfa-3725	147	4	basin	basin	PROPN
ajfa-3725	147	5	financial	financial	ADJ
ajfa-3725	147	6	markets	market	NOUN
ajfa-3725	147	7	and	and	CCONJ
ajfa-3725	147	8	policies	policy	NOUN
ajfa-3725	147	9	,	,	PUNCT
ajfa-3725	147	10	11(2	11(2	NUM
ajfa-3725	147	11	)	)	PUNCT
ajfa-3725	147	12	,	,	PUNCT
ajfa-3725	147	13	305	305	NUM
ajfa-3725	147	14	-	-	SYM
ajfa-3725	147	15	329	329	NUM
ajfa-3725	147	16	.	.	PUNCT
ajfa-3725	148	1	http://dx.doi.org/10.1142/s0219091508001362	http://dx.doi.org/10.1142/s0219091508001362	PROPN
ajfa-3725	148	2	kashif	kashif	PROPN
ajfa-3725	148	3	,	,	PUNCT
ajfa-3725	148	4	h.	h.	PROPN
ajfa-3725	148	5	,	,	PUNCT
ajfa-3725	148	6	suleman	suleman	PROPN
ajfa-3725	148	7	,	,	PUNCT
ajfa-3725	148	8	m.	m.	NOUN
ajfa-3725	148	9	t.	t.	PROPN
ajfa-3725	148	10	,	,	PUNCT
ajfa-3725	148	11	shah	shah	PROPN
ajfa-3725	148	12	,	,	PUNCT
ajfa-3725	148	13	s.z	s.z	PROPN
ajfa-3725	148	14	.	.	PROPN
ajfa-3725	148	15	,	,	PUNCT
ajfa-3725	148	16	&	&	CCONJ
ajfa-3725	148	17	akash	akash	PROPN
ajfa-3725	148	18	,	,	PUNCT
ajfa-3725	148	19	r.	r.	PROPN
ajfa-3725	148	20	s.	s.	PROPN
ajfa-3725	148	21	(	(	PUNCT
ajfa-3725	148	22	2010	2010	NUM
ajfa-3725	148	23	)	)	PUNCT
ajfa-3725	148	24	.	.	PUNCT
ajfa-3725	149	1	testing	test	VERB
ajfa-3725	149	2	the	the	DET
ajfa-3725	149	3	weak	weak	ADJ
ajfa-3725	149	4	form	form	NOUN
ajfa-3725	149	5	of	of	ADP
ajfa-3725	149	6	asian	asian	ADJ
ajfa-3725	149	7	journal	journal	NOUN
ajfa-3725	149	8	of	of	ADP
ajfa-3725	149	9	finance	finance	PROPN
ajfa-3725	149	10	&	&	CCONJ
ajfa-3725	149	11	accounting	accounting	PROPN
ajfa-3725	149	12	issn	issn	PROPN
ajfa-3725	149	13	1946	1946	NUM
ajfa-3725	149	14	-	-	PUNCT
ajfa-3725	149	15	052x	052x	NOUN
ajfa-3725	149	16	2013	2013	NUM
ajfa-3725	149	17	,	,	PUNCT
ajfa-3725	149	18	vol	vol	NOUN
ajfa-3725	149	19	.	.	PROPN
ajfa-3725	149	20	5	5	NUM
ajfa-3725	149	21	,	,	PUNCT
ajfa-3725	149	22	no	no	INTJ
ajfa-3725	149	23	.	.	NOUN
ajfa-3725	149	24	1	1	NUM
ajfa-3725	149	25	www.macrothink.org/ajfa	www.macrothink.org/ajfa	NUM
ajfa-3725	149	26	395	395	NUM
ajfa-3725	149	27	efficient	efficient	ADJ
ajfa-3725	149	28	market	market	NOUN
ajfa-3725	149	29	hypothesis	hypothesis	NOUN
ajfa-3725	149	30	:	:	PUNCT
ajfa-3725	149	31	empirical	empirical	ADJ
ajfa-3725	149	32	evidence	evidence	NOUN
ajfa-3725	149	33	from	from	ADP
ajfa-3725	149	34	asia	asia	PROPN
ajfa-3725	149	35	-	-	PUNCT
ajfa-3725	149	36	pacific	pacific	ADJ
ajfa-3725	149	37	markets	market	NOUN
ajfa-3725	149	38	.	.	PUNCT
ajfa-3725	150	1	international	international	ADJ
ajfa-3725	150	2	research	research	PROPN
ajfa-3725	150	3	journal	journal	NOUN
ajfa-3725	150	4	of	of	ADP
ajfa-3725	150	5	finance	finance	NOUN
ajfa-3725	150	6	and	and	CCONJ
ajfa-3725	150	7	economics	economic	NOUN
ajfa-3725	150	8	,	,	PUNCT
ajfa-3725	150	9	58	58	NUM
ajfa-3725	150	10	,	,	PUNCT
ajfa-3725	150	11	122	122	NUM
ajfa-3725	150	12	-	-	SYM
ajfa-3725	150	13	132	132	NUM
ajfa-3725	150	14	.	.	PUNCT
ajfa-3725	151	1	khababa	khababa	NOUN
ajfa-3725	151	2	,	,	PUNCT
ajfa-3725	151	3	n.	n.	PROPN
ajfa-3725	151	4	(	(	PUNCT
ajfa-3725	151	5	1998	1998	NUM
ajfa-3725	151	6	)	)	PUNCT
ajfa-3725	151	7	.	.	PUNCT
ajfa-3725	152	1	behaviour	behaviour	NOUN
ajfa-3725	152	2	of	of	ADP
ajfa-3725	152	3	stock	stock	NOUN
ajfa-3725	152	4	prices	price	NOUN
ajfa-3725	152	5	in	in	ADP
ajfa-3725	152	6	the	the	DET
ajfa-3725	152	7	saudi	saudi	ADJ
ajfa-3725	152	8	arabian	arabian	ADJ
ajfa-3725	152	9	financial	financial	ADJ
ajfa-3725	152	10	market	market	NOUN
ajfa-3725	152	11	:	:	PUNCT
ajfa-3725	152	12	empirical	empirical	ADJ
ajfa-3725	152	13	research	research	NOUN
ajfa-3725	152	14	findings	finding	NOUN
ajfa-3725	152	15	.	.	PUNCT
ajfa-3725	153	1	journal	journal	NOUN
ajfa-3725	153	2	of	of	ADP
ajfa-3725	153	3	financial	financial	ADJ
ajfa-3725	153	4	management	management	NOUN
ajfa-3725	153	5	and	and	CCONJ
ajfa-3725	153	6	analysis	analysis	NOUN
ajfa-3725	153	7	,	,	PUNCT
ajfa-3725	153	8	11(1	11(1	NUM
ajfa-3725	153	9	)	)	PUNCT
ajfa-3725	153	10	,	,	PUNCT
ajfa-3725	153	11	48	48	NUM
ajfa-3725	153	12	-	-	SYM
ajfa-3725	153	13	55	55	NUM
ajfa-3725	153	14	.	.	PUNCT
ajfa-3725	154	1	levin	levin	PROPN
ajfa-3725	154	2	,	,	PUNCT
ajfa-3725	154	3	r.	r.	PROPN
ajfa-3725	154	4	i.	i.	PROPN
ajfa-3725	154	5	,	,	PUNCT
ajfa-3725	154	6	&	&	CCONJ
ajfa-3725	154	7	rubin	rubin	PROPN
ajfa-3725	154	8	,	,	PUNCT
ajfa-3725	154	9	s.	s.	PROPN
ajfa-3725	154	10	d.	d.	PROPN
ajfa-3725	154	11	(	(	PUNCT
ajfa-3725	154	12	1998	1998	NUM
ajfa-3725	154	13	)	)	PUNCT
ajfa-3725	154	14	.	.	PUNCT
ajfa-3725	155	1	statistics	statistic	NOUN
ajfa-3725	155	2	for	for	ADP
ajfa-3725	155	3	managers	manager	NOUN
ajfa-3725	155	4	upper	upper	ADJ
ajfa-3725	155	5	saddle	saddle	NOUN
ajfa-3725	155	6	river	river	NOUN
ajfa-3725	155	7	,	,	PUNCT
ajfa-3725	155	8	new	new	PROPN
ajfa-3725	155	9	jersey	jersey	PROPN
ajfa-3725	155	10	:	:	PUNCT
ajfa-3725	155	11	prentice	prentice	PROPN
ajfa-3725	155	12	hall	hall	PROPN
ajfa-3725	155	13	onour	onour	PROPN
ajfa-3725	155	14	,	,	PUNCT
ajfa-3725	155	15	i.	i.	PROPN
ajfa-3725	155	16	a.	a.	PROPN
ajfa-3725	155	17	(	(	PUNCT
ajfa-3725	155	18	2004	2004	NUM
ajfa-3725	155	19	)	)	PUNCT
ajfa-3725	155	20	.	.	PUNCT
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ajfa-3725	156	2	weak	weak	ADJ
ajfa-3725	156	3	-	-	PUNCT
ajfa-3725	156	4	form	form	NOUN
ajfa-3725	156	5	efficiency	efficiency	NOUN
ajfa-3725	156	6	of	of	ADP
ajfa-3725	156	7	saudi	saudi	ADJ
ajfa-3725	156	8	stock	stock	NOUN
ajfa-3725	156	9	exchange	exchange	NOUN
ajfa-3725	156	10	market	market	NOUN
ajfa-3725	156	11	.	.	PUNCT
ajfa-3725	157	1	ministry	ministry	PROPN
ajfa-3725	157	2	of	of	ADP
ajfa-3725	157	3	economy	economy	NOUN
ajfa-3725	157	4	and	and	CCONJ
ajfa-3725	157	5	planning	planning	NOUN
ajfa-3725	157	6	,	,	PUNCT
ajfa-3725	157	7	riyadh	riyadh	PROPN
ajfa-3725	157	8	:	:	PUNCT
ajfa-3725	157	9	saudi	saudi	PROPN
ajfa-3725	157	10	arabia	arabia	PROPN
ajfa-3725	157	11	poshakwale	poshakwale	PROPN
ajfa-3725	157	12	,	,	PUNCT
ajfa-3725	157	13	s.	s.	PROPN
ajfa-3725	157	14	(	(	PUNCT
ajfa-3725	157	15	1996	1996	NUM
ajfa-3725	157	16	)	)	PUNCT
ajfa-3725	157	17	.	.	PUNCT
ajfa-3725	158	1	evidence	evidence	NOUN
ajfa-3725	158	2	on	on	ADP
ajfa-3725	158	3	weak	weak	ADJ
ajfa-3725	158	4	-	-	PUNCT
ajfa-3725	158	5	form	form	NOUN
ajfa-3725	158	6	efficiency	efficiency	NOUN
ajfa-3725	158	7	and	and	CCONJ
ajfa-3725	158	8	day	day	NOUN
ajfa-3725	158	9	of	of	ADP
ajfa-3725	158	10	the	the	DET
ajfa-3725	158	11	week	week	NOUN
ajfa-3725	158	12	effect	effect	NOUN
ajfa-3725	158	13	in	in	ADP
ajfa-3725	158	14	the	the	DET
ajfa-3725	158	15	indian	indian	ADJ
ajfa-3725	158	16	stock	stock	NOUN
ajfa-3725	158	17	market	market	NOUN
ajfa-3725	158	18	.	.	PUNCT
ajfa-3725	159	1	finance	finance	PROPN
ajfa-3725	159	2	india	india	PROPN
ajfa-3725	159	3	,	,	PUNCT
ajfa-3725	159	4	10(3	10(3	NUM
ajfa-3725	159	5	)	)	PUNCT
ajfa-3725	159	6	,	,	PUNCT
ajfa-3725	159	7	605	605	NUM
ajfa-3725	159	8	-	-	SYM
ajfa-3725	159	9	616	616	NUM
ajfa-3725	159	10	.	.	PUNCT
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ajfa-3725	161	2	2013a	2013a	NUM
ajfa-3725	161	3	)	)	PUNCT
ajfa-3725	161	4	.	.	PUNCT
ajfa-3725	162	1	our	our	PRON
ajfa-3725	162	2	technology	technology	NOUN
ajfa-3725	162	3	available	available	ADJ
ajfa-3725	162	4	online	online	ADV
ajfa-3725	162	5	at	at	ADP
ajfa-3725	162	6	:	:	PUNCT
ajfa-3725	162	7	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/04_sb8k8xllm9msszpy8xbz9cp0os3	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/04_sb8k8xllm9msszpy8xbz9cp0os3	VERB
ajfa-3725	162	8	g	g	NOUN
ajfa-3725	162	9	_	_	PRON
ajfa-3725	162	10	a	a	DET
ajfa-3725	162	11	-	-	PUNCT
ajfa-3725	162	12	ewie8tiwmlj2axa0_vqgnzy18q1waoh4kk7x4qzmrgaeitbbqc4gvs4gleqhdwa	ewie8tiwmlj2axa0_vqgnzy18q1waoh4kk7x4qzmrgaeitbbqc4gvs4gleqhdwa	ADV
ajfa-3725	162	13	p6	p6	PROPN
ajfa-3725	162	14	-	-	PUNCT
ajfa-3725	162	15	n0d	n0d	PROPN
ajfa-3725	162	16	-	-	PUNCT
ajfa-3725	162	17	bqp	bqp	PROPN
ajfa-3725	162	18	-	-	PUNCT
ajfa-3725	162	19	qw5eoqdhzss6	qw5eoqdhzss6	NOUN
ajfa-3725	162	20	/	/	SYM
ajfa-3725	162	21	dl2	dl2	NOUN
ajfa-3725	162	22	/	/	SYM
ajfa-3725	162	23	d1	d1	NOUN
ajfa-3725	162	24	/	/	SYM
ajfa-3725	162	25	l2djqsevuut3qs9zqnb3lzzftjbdvljjndiwoe	l2djqsevuut3qs9zqnb3lzzftjbdvljjndiwoe	NOUN
ajfa-3725	162	26	htrdbjs1eznznnndiwndc!/	htrdbjs1eznznnndiwndc!/	PROPN
ajfa-3725	162	27	(	(	PUNCT
ajfa-3725	162	28	february	february	PROPN
ajfa-3725	162	29	5	5	NUM
ajfa-3725	162	30	,	,	PUNCT
ajfa-3725	162	31	2013	2013	NUM
ajfa-3725	162	32	)	)	PUNCT
ajfa-3725	162	33	tadawul	tadawul	NOUN
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ajfa-3725	163	2	2013b	2013b	NUM
ajfa-3725	163	3	)	)	PUNCT
ajfa-3725	163	4	.	.	PUNCT
ajfa-3725	164	1	objectives	objective	NOUN
ajfa-3725	164	2	available	available	ADJ
ajfa-3725	164	3	online	online	ADV
ajfa-3725	164	4	at	at	ADP
ajfa-3725	164	5	:	:	PUNCT
ajfa-3725	164	6	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/04_sb8k8xllm9msszpy8xbz9cp0os3	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/04_sb8k8xllm9msszpy8xbz9cp0os3	VERB
ajfa-3725	164	7	g	g	NOUN
ajfa-3725	164	8	_	_	PRON
ajfa-3725	164	9	a	a	DET
ajfa-3725	164	10	-	-	PUNCT
ajfa-3725	164	11	ewie8tiwmlj2axa0_vqgnzy18q1waoh4kk7x4qzmrgaeitbbqc4gvs4gleqhdwa	ewie8tiwmlj2axa0_vqgnzy18q1waoh4kk7x4qzmrgaeitbbqc4gvs4gleqhdwa	ADV
ajfa-3725	164	12	p6	p6	PROPN
ajfa-3725	164	13	-	-	PUNCT
ajfa-3725	164	14	n0d	n0d	PROPN
ajfa-3725	164	15	-	-	PUNCT
ajfa-3725	164	16	bqp	bqp	PROPN
ajfa-3725	164	17	-	-	PUNCT
ajfa-3725	164	18	qw5eoqdhzss6	qw5eoqdhzss6	NOUN
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ajfa-3725	164	20	dl2	dl2	NOUN
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ajfa-3725	164	22	d1	d1	NOUN
ajfa-3725	164	23	/	/	SYM
ajfa-3725	164	24	l2djqsevuut3qs9zqnb3lzzftjbdvljjndiwoe	l2djqsevuut3qs9zqnb3lzzftjbdvljjndiwoe	NOUN
ajfa-3725	164	25	htrdbjs1eznznnndiwndc!/	htrdbjs1eznznnndiwndc!/	PROPN
ajfa-3725	164	26	(	(	PUNCT
ajfa-3725	164	27	february	february	PROPN
ajfa-3725	164	28	10	10	NUM
ajfa-3725	164	29	,	,	PUNCT
ajfa-3725	164	30	2013	2013	NUM
ajfa-3725	164	31	)	)	PUNCT
ajfa-3725	164	32	tadawul	tadawul	NOUN
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ajfa-3725	165	1	(	(	PUNCT
ajfa-3725	165	2	2013c	2013c	NUM
ajfa-3725	165	3	)	)	PUNCT
ajfa-3725	165	4	riyad	riyad	PROPN
ajfa-3725	165	5	bank	bank	NOUN
ajfa-3725	165	6	profile	profile	NOUN
ajfa-3725	165	7	available	available	ADJ
ajfa-3725	165	8	online	online	ADV
ajfa-3725	165	9	at	at	ADP
ajfa-3725	165	10	:	:	PUNCT
ajfa-3725	165	11	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/ny9bdoiwfetp4gn-pwrk0qbi1trigvg2d	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/ny9bdoiwfetp4gn-pwrk0qbi1trigvg2d	NOUN
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ajfa-3725	165	13	-	-	ADJ
ajfa-3725	165	14	spyed	spyed	ADJ
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ajfa-3725	166	2	mfwss_ldx7j_xrtvncalsj653o0coofjq2nqjvxwrxj0708pevf8cqth2pxjdea_t04sxn5	mfwss_ldx7j_xrtvncalsj653o0coofjq2nqjvxwrxj0708pevf8cqth2pxjdea_t04sxn5	PROPN
ajfa-3725	166	3	s3yqel3oae	s3yqel3oae	PROPN
ajfa-3725	166	4	/	/	SYM
ajfa-3725	166	5	dl2	dl2	NOUN
ajfa-3725	166	6	/	/	SYM
ajfa-3725	166	7	d1	d1	NOUN
ajfa-3725	166	8	/	/	SYM
ajfa-3725	166	9	l0ldu0lkq2dwukehis9jrfjbqulqrufjz3fhbutnl1lcsko0ntrrc2	l0ldu0lkq2dwukehis9jrfjbqulqrufjz3fhbutnl1lcsko0ntrrc2	NOUN
ajfa-3725	166	10	x5dhdbisevn19omenwukk0mjbhmtkxmellu1e5vtjbmjbcns9hy3rpb25tdhjpb	x5dhdbisevn19omenwukk0mjbhmtkxmellu1e5vtjbmjbcns9hy3rpb25tdhjpb	NOUN
ajfa-3725	166	11	mcvy29tcgfueq!!/?symbol=1010&taborder=5	mcvy29tcgfueq!!/?symbol=1010&taborder=5	NOUN
ajfa-3725	166	12	(	(	PUNCT
ajfa-3725	166	13	february	february	PROPN
ajfa-3725	166	14	10	10	NUM
ajfa-3725	166	15	,	,	PUNCT
ajfa-3725	166	16	2013	2013	NUM
ajfa-3725	166	17	)	)	PUNCT
ajfa-3725	166	18	tadawul	tadawul	NOUN
ajfa-3725	166	19	.	.	PUNCT
ajfa-3725	167	1	(	(	PUNCT
ajfa-3725	167	2	2013d	2013d	NUM
ajfa-3725	167	3	)	)	PUNCT
ajfa-3725	167	4	.	.	PUNCT
ajfa-3725	168	1	historical	historical	ADJ
ajfa-3725	168	2	data	datum	NOUN
ajfa-3725	168	3	available	available	ADJ
ajfa-3725	168	4	online	online	ADV
ajfa-3725	168	5	at	at	ADP
ajfa-3725	168	6	:	:	PUNCT
ajfa-3725	168	7	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/lc9nd4iwdabgn9tkl3pgxslzcepcucwej	http://www.tadawul.com.sa/wps/portal/!ut/p/c1/lc9nd4iwdabgn9tkl3pgxslzcepcucwej	PROPN
ajfa-3725	168	8	1kcm8ef_fmymxcxpre	1kcm8ef_fmymxcxpre	NUM
ajfa-3725	168	9	-	-	PUNCT
ajfa-3725	168	10	fdiwaphln5pqgqumbnqooi4exbjmsebhqrmtkno0j2sxy5lgnp	fdiwaphln5pqgqumbnqooi4exbjmsebhqrmtkno0j2sxy5lgnp	NOUN
ajfa-3725	168	11	pppctdjehkpjadfctexxpzie6xrzwmpil-0exqoeczsobqr79objwo3f9n635idls6a96r	pppctdjehkpjadfctexxpzie6xrzwmpil-0exqoeczsobqr79objwo3f9n635idls6a96r	VERB
ajfa-3725	168	12	h3xdlbzlvnzmobyu7k	h3xdlbzlvnzmobyu7k	PROPN
ajfa-3725	168	13	-	-	PUNCT
ajfa-3725	168	14	cydaaurtyzd3c_ynw1qz54qx34vi9kq0nksgbzit42w!!/dl2/	cydaaurtyzd3c_ynw1qz54qx34vi9kq0nksgbzit42w!!/dl2/	NOUN
ajfa-3725	168	15	d1	d1	NOUN
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ajfa-3725	168	17	l2djqsevuut3qs9zqnb3lzzftjbdvljjndiwrze5mtbjs1nrovuyqtiwsjc!/?sym	l2djqsevuut3qs9zqnb3lzzftjbdvljjndiwrze5mtbjs1nrovuyqtiwsjc!/?sym	NOUN
ajfa-3725	168	18	bol=1010&taborder=2	bol=1010&taborder=2	VERB
ajfa-3725	168	19	(	(	PUNCT
ajfa-3725	168	20	february	february	PROPN
ajfa-3725	168	21	10	10	NUM
ajfa-3725	168	22	,	,	PUNCT
ajfa-3725	168	23	2013	2013	NUM
ajfa-3725	168	24	)	)	PUNCT
ajfa-3725	168	25	weiers	weier	NOUN
ajfa-3725	168	26	,	,	PUNCT
ajfa-3725	168	27	r.	r.	PROPN
ajfa-3725	168	28	m.	m.	PROPN
ajfa-3725	168	29	(	(	PUNCT
ajfa-3725	168	30	2008	2008	NUM
ajfa-3725	168	31	)	)	PUNCT
ajfa-3725	168	32	.	.	PUNCT
ajfa-3725	169	1	introduction	introduction	NOUN
ajfa-3725	169	2	to	to	ADP
ajfa-3725	169	3	business	business	NOUN
ajfa-3725	169	4	statistics	statistic	NOUN
ajfa-3725	169	5	united	united	PROPN
ajfa-3725	169	6	states	states	PROPN
ajfa-3725	169	7	:	:	PUNCT
ajfa-3725	169	8	south	south	ADJ
ajfa-3725	169	9	-	-	PUNCT
ajfa-3725	169	10	western	western	PROPN
ajfa-3725	169	11	cengage	cengage	PROPN
ajfa-3725	169	12	learning	learning	NOUN
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