id	sid	tid	token	lemma	pos
asir-1151	1	1	applied	apply	VERB
asir-1151	1	2	science	science	NOUN
asir-1151	1	3	and	and	CCONJ
asir-1151	1	4	innovative	innovative	ADJ
asir-1151	1	5	research	research	NOUN
asir-1151	1	6	issn	issn	VERB
asir-1151	1	7	2474	2474	NUM
asir-1151	1	8	-	-	SYM
asir-1151	1	9	4972	4972	NUM
asir-1151	1	10	(	(	PUNCT
asir-1151	1	11	print	print	NOUN
asir-1151	1	12	)	)	PUNCT
asir-1151	1	13	issn	issn	VERB
asir-1151	1	14	2474	2474	NUM
asir-1151	1	15	-	-	SYM
asir-1151	1	16	4980	4980	NUM
asir-1151	1	17	(	(	PUNCT
asir-1151	1	18	online	online	ADJ
asir-1151	1	19	)	)	PUNCT
asir-1151	1	20	vol	vol	NOUN
asir-1151	1	21	.	.	PROPN
asir-1151	2	1	1	1	NUM
asir-1151	2	2	,	,	PUNCT
asir-1151	2	3	no	no	INTJ
asir-1151	2	4	.	.	NOUN
asir-1151	2	5	2	2	NUM
asir-1151	2	6	,	,	PUNCT
asir-1151	2	7	2017	2017	NUM
asir-1151	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	2	9	118	118	NUM
asir-1151	2	10	a	a	DET
asir-1151	2	11	two	two	NUM
asir-1151	2	12	-	-	PUNCT
asir-1151	2	13	sample	sample	NOUN
asir-1151	2	14	test	test	NOUN
asir-1151	2	15	for	for	ADP
asir-1151	2	16	mean	mean	ADJ
asir-1151	2	17	vectors	vector	NOUN
asir-1151	2	18	in	in	ADP
asir-1151	2	19	high	high	ADJ
asir-1151	2	20	-	-	PUNCT
asir-1151	2	21	dimensional	dimensional	ADJ
asir-1151	2	22	data	datum	NOUN
asir-1151	2	23	knavoot	knavoot	NOUN
asir-1151	2	24	jiamwattanapong1	jiamwattanapong1	PROPN
asir-1151	2	25	*	*	PROPN
asir-1151	2	26	&	&	CCONJ
asir-1151	2	27	samruam	samruam	PROPN
asir-1151	2	28	chongcharoen1	chongcharoen1	PROPN
asir-1151	2	29	1	1	NUM
asir-1151	2	30	school	school	NOUN
asir-1151	2	31	of	of	ADP
asir-1151	2	32	applied	applied	ADJ
asir-1151	2	33	statistics	statistic	NOUN
asir-1151	2	34	,	,	PUNCT
asir-1151	2	35	national	national	PROPN
asir-1151	2	36	institute	institute	PROPN
asir-1151	2	37	of	of	ADP
asir-1151	2	38	development	development	PROPN
asir-1151	2	39	administration	administration	PROPN
asir-1151	2	40	(	(	PUNCT
asir-1151	2	41	nida	nida	PROPN
asir-1151	2	42	)	)	PUNCT
asir-1151	2	43	,	,	PUNCT
asir-1151	2	44	bang	bang	PROPN
asir-1151	2	45	kapi	kapi	PROPN
asir-1151	2	46	,	,	PUNCT
asir-1151	2	47	bangkok	bangkok	PROPN
asir-1151	2	48	,	,	PUNCT
asir-1151	2	49	thailand	thailand	PROPN
asir-1151	2	50	*	*	PUNCT
asir-1151	2	51	knavoot	knavoot	PROPN
asir-1151	2	52	jiamwattanapong	jiamwattanapong	PROPN
asir-1151	2	53	,	,	PUNCT
asir-1151	2	54	e	e	NOUN
asir-1151	2	55	-	-	NOUN
asir-1151	2	56	mail	mail	NOUN
asir-1151	2	57	:	:	PUNCT
asir-1151	3	1	tuistat10@hotmail.com	tuistat10@hotmail.com	X
asir-1151	3	2	received	receive	VERB
asir-1151	3	3	:	:	PUNCT
asir-1151	3	4	october	october	PROPN
asir-1151	3	5	30	30	NUM
asir-1151	3	6	,	,	PUNCT
asir-1151	3	7	2017	2017	NUM
asir-1151	3	8	accepted	accept	VERB
asir-1151	3	9	:	:	PUNCT
asir-1151	3	10	november	november	PROPN
asir-1151	3	11	6	6	NUM
asir-1151	3	12	,	,	PUNCT
asir-1151	3	13	2017	2017	NUM
asir-1151	3	14	online	online	ADV
asir-1151	3	15	published	publish	VERB
asir-1151	3	16	:	:	PUNCT
asir-1151	3	17	november	november	PROPN
asir-1151	3	18	10	10	NUM
asir-1151	3	19	,	,	PUNCT
asir-1151	3	20	2017	2017	NUM
asir-1151	3	21	doi:10.22158	doi:10.22158	NOUN
asir-1151	3	22	/	/	SYM
asir-1151	3	23	asir.v1n2p118	asir.v1n2p118	PROPN
asir-1151	3	24	url	url	PROPN
asir-1151	3	25	:	:	PUNCT
asir-1151	3	26	http://dx.doi.org/10.22158/asir.v1n2p118	http://dx.doi.org/10.22158/asir.v1n2p118	PROPN
asir-1151	3	27	abstract	abstract	ADJ
asir-1151	3	28	modern	modern	ADJ
asir-1151	3	29	measurement	measurement	NOUN
asir-1151	3	30	technology	technology	NOUN
asir-1151	3	31	has	have	AUX
asir-1151	3	32	enabled	enable	VERB
asir-1151	3	33	the	the	DET
asir-1151	3	34	capture	capture	NOUN
asir-1151	3	35	of	of	ADP
asir-1151	3	36	high	high	ADJ
asir-1151	3	37	-	-	PUNCT
asir-1151	3	38	dimensional	dimensional	ADJ
asir-1151	3	39	data	datum	NOUN
asir-1151	3	40	by	by	ADP
asir-1151	3	41	researchers	researcher	NOUN
asir-1151	3	42	and	and	CCONJ
asir-1151	3	43	statisticians	statistician	NOUN
asir-1151	3	44	and	and	CCONJ
asir-1151	3	45	classical	classical	ADJ
asir-1151	3	46	statistical	statistical	ADJ
asir-1151	3	47	inferences	inference	NOUN
asir-1151	3	48	,	,	PUNCT
asir-1151	3	49	such	such	ADJ
asir-1151	3	50	as	as	ADP
asir-1151	3	51	the	the	DET
asir-1151	3	52	renowned	renowned	ADJ
asir-1151	3	53	hotelling	hotelling	NOUN
asir-1151	3	54	’s	’s	PART
asir-1151	3	55	t2	t2	NOUN
asir-1151	3	56	test	test	NOUN
asir-1151	3	57	,	,	PUNCT
asir-1151	3	58	are	be	AUX
asir-1151	3	59	no	no	ADV
asir-1151	3	60	longer	long	ADV
asir-1151	3	61	valid	valid	ADJ
asir-1151	3	62	when	when	SCONJ
asir-1151	3	63	the	the	DET
asir-1151	3	64	dimension	dimension	NOUN
asir-1151	3	65	of	of	ADP
asir-1151	3	66	the	the	DET
asir-1151	3	67	data	datum	NOUN
asir-1151	3	68	equals	equal	VERB
asir-1151	3	69	or	or	CCONJ
asir-1151	3	70	exceeds	exceed	VERB
asir-1151	3	71	the	the	DET
asir-1151	3	72	sample	sample	NOUN
asir-1151	3	73	size	size	NOUN
asir-1151	3	74	.	.	PUNCT
asir-1151	4	1	importantly	importantly	ADV
asir-1151	4	2	,	,	PUNCT
asir-1151	4	3	when	when	SCONJ
asir-1151	4	4	correlations	correlation	NOUN
asir-1151	4	5	among	among	ADP
asir-1151	4	6	variables	variable	NOUN
asir-1151	4	7	in	in	ADP
asir-1151	4	8	a	a	DET
asir-1151	4	9	dataset	dataset	NOUN
asir-1151	4	10	exist	exist	NOUN
asir-1151	4	11	,	,	PUNCT
asir-1151	4	12	taking	take	VERB
asir-1151	4	13	them	they	PRON
asir-1151	4	14	into	into	ADP
asir-1151	4	15	account	account	NOUN
asir-1151	4	16	in	in	ADP
asir-1151	4	17	the	the	DET
asir-1151	4	18	analysis	analysis	NOUN
asir-1151	4	19	method	method	NOUN
asir-1151	4	20	would	would	AUX
asir-1151	4	21	provide	provide	VERB
asir-1151	4	22	more	more	ADV
asir-1151	4	23	accurate	accurate	ADJ
asir-1151	4	24	conclusions	conclusion	NOUN
asir-1151	4	25	.	.	PUNCT
asir-1151	5	1	in	in	ADP
asir-1151	5	2	this	this	DET
asir-1151	5	3	article	article	NOUN
asir-1151	5	4	,	,	PUNCT
asir-1151	5	5	we	we	PRON
asir-1151	5	6	consider	consider	VERB
asir-1151	5	7	the	the	DET
asir-1151	5	8	hypothesis	hypothesis	NOUN
asir-1151	5	9	testing	testing	NOUN
asir-1151	5	10	problem	problem	NOUN
asir-1151	5	11	for	for	ADP
asir-1151	5	12	two	two	NUM
asir-1151	5	13	mean	mean	ADJ
asir-1151	5	14	vectors	vector	NOUN
asir-1151	5	15	in	in	ADP
asir-1151	5	16	high	high	ADJ
asir-1151	5	17	-	-	PUNCT
asir-1151	5	18	dimensional	dimensional	ADJ
asir-1151	5	19	data	datum	NOUN
asir-1151	5	20	with	with	ADP
asir-1151	5	21	an	an	DET
asir-1151	5	22	underlying	underlie	VERB
asir-1151	5	23	normality	normality	NOUN
asir-1151	5	24	assumption	assumption	NOUN
asir-1151	5	25	.	.	PUNCT
asir-1151	6	1	a	a	DET
asir-1151	6	2	new	new	ADJ
asir-1151	6	3	test	test	NOUN
asir-1151	6	4	is	be	AUX
asir-1151	6	5	proposed	propose	VERB
asir-1151	6	6	based	base	VERB
asir-1151	6	7	on	on	ADP
asir-1151	6	8	the	the	DET
asir-1151	6	9	idea	idea	NOUN
asir-1151	6	10	of	of	ADP
asir-1151	6	11	keeping	keep	VERB
asir-1151	6	12	more	more	ADJ
asir-1151	6	13	information	information	NOUN
asir-1151	6	14	from	from	ADP
asir-1151	6	15	the	the	DET
asir-1151	6	16	sample	sample	NOUN
asir-1151	6	17	covariances	covariance	NOUN
asir-1151	6	18	.	.	PUNCT
asir-1151	7	1	the	the	DET
asir-1151	7	2	asymptotic	asymptotic	ADJ
asir-1151	7	3	null	null	ADJ
asir-1151	7	4	distribution	distribution	NOUN
asir-1151	7	5	of	of	ADP
asir-1151	7	6	the	the	DET
asir-1151	7	7	test	test	NOUN
asir-1151	7	8	statistic	statistic	NOUN
asir-1151	7	9	is	be	AUX
asir-1151	7	10	derived	derive	VERB
asir-1151	7	11	.	.	PUNCT
asir-1151	8	1	the	the	DET
asir-1151	8	2	simulation	simulation	NOUN
asir-1151	8	3	results	result	NOUN
asir-1151	8	4	show	show	VERB
asir-1151	8	5	that	that	SCONJ
asir-1151	8	6	the	the	DET
asir-1151	8	7	proposed	propose	VERB
asir-1151	8	8	test	test	NOUN
asir-1151	8	9	performs	perform	VERB
asir-1151	8	10	well	well	ADV
asir-1151	8	11	comparing	compare	VERB
asir-1151	8	12	with	with	ADP
asir-1151	8	13	other	other	ADJ
asir-1151	8	14	competing	compete	VERB
asir-1151	8	15	tests	test	NOUN
asir-1151	8	16	and	and	CCONJ
asir-1151	8	17	becomes	become	VERB
asir-1151	8	18	more	more	ADV
asir-1151	8	19	powerful	powerful	ADJ
asir-1151	8	20	when	when	SCONJ
asir-1151	8	21	the	the	DET
asir-1151	8	22	dimension	dimension	NOUN
asir-1151	8	23	increases	increase	VERB
asir-1151	8	24	for	for	ADP
asir-1151	8	25	a	a	DET
asir-1151	8	26	given	give	VERB
asir-1151	8	27	sample	sample	NOUN
asir-1151	8	28	size	size	NOUN
asir-1151	8	29	.	.	PUNCT
asir-1151	9	1	the	the	DET
asir-1151	9	2	proposed	propose	VERB
asir-1151	9	3	test	test	NOUN
asir-1151	9	4	is	be	AUX
asir-1151	9	5	also	also	ADV
asir-1151	9	6	illustrated	illustrate	VERB
asir-1151	9	7	with	with	ADP
asir-1151	9	8	an	an	DET
asir-1151	9	9	analysis	analysis	NOUN
asir-1151	9	10	of	of	ADP
asir-1151	9	11	dna	dna	PROPN
asir-1151	9	12	microarray	microarray	PROPN
asir-1151	9	13	data	datum	NOUN
asir-1151	9	14	.	.	PUNCT
asir-1151	10	1	keywords	keyword	VERB
asir-1151	10	2	high	high	ADJ
asir-1151	10	3	-	-	PUNCT
asir-1151	10	4	dimensional	dimensional	ADJ
asir-1151	10	5	data	datum	NOUN
asir-1151	10	6	,	,	PUNCT
asir-1151	10	7	hypothesis	hypothesis	NOUN
asir-1151	10	8	testing	testing	NOUN
asir-1151	10	9	,	,	PUNCT
asir-1151	10	10	two	two	NUM
asir-1151	10	11	-	-	PUNCT
asir-1151	10	12	sample	sample	NOUN
asir-1151	10	13	mean	mean	NOUN
asir-1151	10	14	vectors	vector	NOUN
asir-1151	10	15	,	,	PUNCT
asir-1151	10	16	block	block	NOUN
asir-1151	10	17	diagonal	diagonal	ADJ
asir-1151	10	18	structure	structure	NOUN
asir-1151	10	19	1	1	NUM
asir-1151	10	20	.	.	PUNCT
asir-1151	10	21	introduction	introduction	NOUN
asir-1151	10	22	with	with	ADP
asir-1151	10	23	modern	modern	ADJ
asir-1151	10	24	measurement	measurement	NOUN
asir-1151	10	25	technology	technology	NOUN
asir-1151	10	26	,	,	PUNCT
asir-1151	10	27	high	high	ADJ
asir-1151	10	28	-	-	PUNCT
asir-1151	10	29	dimensional	dimensional	ADJ
asir-1151	10	30	data	datum	NOUN
asir-1151	10	31	are	be	AUX
asir-1151	10	32	nowadays	nowadays	ADV
asir-1151	10	33	growing	grow	VERB
asir-1151	10	34	in	in	ADP
asir-1151	10	35	fields	field	NOUN
asir-1151	10	36	as	as	ADV
asir-1151	10	37	diverse	diverse	ADJ
asir-1151	10	38	as	as	ADP
asir-1151	10	39	genetic	genetic	ADJ
asir-1151	10	40	microarrays	microarray	NOUN
asir-1151	10	41	,	,	PUNCT
asir-1151	10	42	medical	medical	ADJ
asir-1151	10	43	imaging	imaging	NOUN
asir-1151	10	44	,	,	PUNCT
asir-1151	10	45	econometrics	econometric	NOUN
asir-1151	10	46	,	,	PUNCT
asir-1151	10	47	geophysics	geophysic	NOUN
asir-1151	10	48	,	,	PUNCT
asir-1151	10	49	text	text	NOUN
asir-1151	10	50	or	or	CCONJ
asir-1151	10	51	document	document	NOUN
asir-1151	10	52	classification	classification	NOUN
asir-1151	10	53	,	,	PUNCT
asir-1151	10	54	etc	etc	X
asir-1151	10	55	.	.	X
asir-1151	10	56	such	such	DET
asir-1151	10	57	a	a	DET
asir-1151	10	58	data	data	NOUN
asir-1151	10	59	creates	create	VERB
asir-1151	10	60	a	a	DET
asir-1151	10	61	wide	wide	ADJ
asir-1151	10	62	variety	variety	NOUN
asir-1151	10	63	of	of	ADP
asir-1151	10	64	challenges	challenge	NOUN
asir-1151	10	65	for	for	ADP
asir-1151	10	66	quantitative	quantitative	ADJ
asir-1151	10	67	researchers	researcher	NOUN
asir-1151	10	68	,	,	PUNCT
asir-1151	10	69	particularly	particularly	ADV
asir-1151	10	70	for	for	ADP
asir-1151	10	71	statisticians	statistician	NOUN
asir-1151	10	72	.	.	PUNCT
asir-1151	11	1	new	new	ADJ
asir-1151	11	2	strategies	strategy	NOUN
asir-1151	11	3	are	be	AUX
asir-1151	11	4	required	require	VERB
asir-1151	11	5	to	to	PART
asir-1151	11	6	analyze	analyze	VERB
asir-1151	11	7	and	and	CCONJ
asir-1151	11	8	extract	extract	VERB
asir-1151	11	9	useful	useful	ADJ
asir-1151	11	10	information	information	NOUN
asir-1151	11	11	from	from	ADP
asir-1151	11	12	this	this	DET
asir-1151	11	13	kind	kind	NOUN
asir-1151	11	14	of	of	ADP
asir-1151	11	15	data	datum	NOUN
asir-1151	11	16	.	.	PUNCT
asir-1151	12	1	when	when	SCONJ
asir-1151	12	2	the	the	DET
asir-1151	12	3	data	data	NOUN
asir-1151	12	4	dimension	dimension	NOUN
asir-1151	12	5	p	p	NOUN
asir-1151	12	6	is	be	AUX
asir-1151	12	7	larger	large	ADJ
asir-1151	12	8	than	than	ADP
asir-1151	12	9	the	the	DET
asir-1151	12	10	sample	sample	NOUN
asir-1151	12	11	size	size	NOUN
asir-1151	12	12	n	n	CCONJ
asir-1151	12	13	,	,	PUNCT
asir-1151	12	14	many	many	ADJ
asir-1151	12	15	classical	classical	ADJ
asir-1151	12	16	statistical	statistical	ADJ
asir-1151	12	17	methods	method	NOUN
asir-1151	12	18	can	can	AUX
asir-1151	12	19	not	not	PART
asir-1151	12	20	be	be	AUX
asir-1151	12	21	applied	apply	VERB
asir-1151	12	22	.	.	PUNCT
asir-1151	13	1	for	for	ADP
asir-1151	13	2	example	example	NOUN
asir-1151	13	3	,	,	PUNCT
asir-1151	13	4	the	the	DET
asir-1151	13	5	classical	classical	ADJ
asir-1151	13	6	hotelling	hotelling	NOUN
asir-1151	13	7	’s	’s	PART
asir-1151	13	8	t2	t2	NOUN
asir-1151	13	9	test	test	NOUN
asir-1151	13	10	is	be	AUX
asir-1151	13	11	not	not	PART
asir-1151	13	12	applicable	applicable	ADJ
asir-1151	13	13	in	in	ADP
asir-1151	13	14	the	the	DET
asir-1151	13	15	case	case	NOUN
asir-1151	13	16	of	of	ADP
asir-1151	13	17	high	high	ADJ
asir-1151	13	18	-	-	PUNCT
asir-1151	13	19	dimensional	dimensional	ADJ
asir-1151	13	20	data	datum	NOUN
asir-1151	13	21	(	(	PUNCT
asir-1151	13	22	rencher	rencher	ADJ
asir-1151	13	23	,	,	PUNCT
asir-1151	13	24	2001	2001	NUM
asir-1151	13	25	;	;	PUNCT
asir-1151	13	26	seber	seber	NOUN
asir-1151	13	27	,	,	PUNCT
asir-1151	13	28	2009	2009	NUM
asir-1151	13	29	;	;	PUNCT
asir-1151	13	30	zhang	zhang	PROPN
asir-1151	13	31	&	&	CCONJ
asir-1151	13	32	xu	xu	PROPN
asir-1151	13	33	,	,	PUNCT
asir-1151	13	34	2009	2009	NUM
asir-1151	13	35	)	)	PUNCT
asir-1151	13	36	even	even	ADV
asir-1151	13	37	this	this	DET
asir-1151	13	38	test	test	NOUN
asir-1151	13	39	is	be	AUX
asir-1151	13	40	uniformly	uniformly	ADV
asir-1151	13	41	most	most	ADV
asir-1151	13	42	powerful	powerful	ADJ
asir-1151	13	43	when	when	SCONJ
asir-1151	13	44	the	the	DET
asir-1151	13	45	dimension	dimension	NOUN
asir-1151	13	46	is	be	AUX
asir-1151	13	47	less	less	ADJ
asir-1151	13	48	than	than	ADP
asir-1151	13	49	the	the	DET
asir-1151	13	50	sample	sample	NOUN
asir-1151	13	51	size	size	NOUN
asir-1151	13	52	or	or	CCONJ
asir-1151	13	53	p	p	NOUN
asir-1151	13	54	<	<	X
asir-1151	13	55	n.	n.	NOUN
asir-1151	13	56	the	the	DET
asir-1151	13	57	reason	reason	NOUN
asir-1151	13	58	is	be	AUX
asir-1151	13	59	that	that	SCONJ
asir-1151	13	60	the	the	DET
asir-1151	13	61	hotelling	hotelling	NOUN
asir-1151	13	62	’s	’s	PART
asir-1151	13	63	t2	t2	NOUN
asir-1151	13	64	statistic	statistic	NOUN
asir-1151	13	65	requires	require	VERB
asir-1151	13	66	the	the	DET
asir-1151	13	67	sample	sample	NOUN
asir-1151	13	68	covariance	covariance	NOUN
asir-1151	13	69	matrix	matrix	NOUN
asir-1151	13	70	invertible	invertible	ADJ
asir-1151	13	71	;	;	PUNCT
asir-1151	13	72	but	but	CCONJ
asir-1151	13	73	when	when	SCONJ
asir-1151	13	74	the	the	DET
asir-1151	13	75	data	datum	NOUN
asir-1151	13	76	dimension	dimension	VERB
asir-1151	13	77	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	13	78	applied	apply	VERB
asir-1151	13	79	science	science	NOUN
asir-1151	13	80	and	and	CCONJ
asir-1151	13	81	innovative	innovative	ADJ
asir-1151	13	82	research	research	NOUN
asir-1151	13	83	vol	vol	NOUN
asir-1151	13	84	.	.	PROPN
asir-1151	14	1	1	1	NUM
asir-1151	14	2	,	,	PUNCT
asir-1151	14	3	no	no	INTJ
asir-1151	14	4	.	.	NOUN
asir-1151	14	5	2	2	NUM
asir-1151	14	6	,	,	PUNCT
asir-1151	14	7	2017	2017	NUM
asir-1151	14	8	119	119	NUM
asir-1151	14	9	published	publish	VERB
asir-1151	14	10	by	by	ADP
asir-1151	14	11	scholink	scholink	PROPN
asir-1151	14	12	inc	inc	PROPN
asir-1151	14	13	.	.	PROPN
asir-1151	14	14	equals	equal	VERB
asir-1151	14	15	or	or	CCONJ
asir-1151	14	16	exceeds	exceed	VERB
asir-1151	14	17	the	the	DET
asir-1151	14	18	sample	sample	NOUN
asir-1151	14	19	size	size	NOUN
asir-1151	14	20	,	,	PUNCT
asir-1151	14	21	the	the	DET
asir-1151	14	22	sample	sample	NOUN
asir-1151	14	23	covariance	covariance	NOUN
asir-1151	14	24	matrix	matrix	NOUN
asir-1151	14	25	loses	lose	VERB
asir-1151	14	26	its	its	PRON
asir-1151	14	27	full	full	ADJ
asir-1151	14	28	rank	rank	NOUN
asir-1151	14	29	and	and	CCONJ
asir-1151	14	30	becomes	become	VERB
asir-1151	14	31	singular	singular	NOUN
asir-1151	14	32	(	(	PUNCT
asir-1151	14	33	eaton	eaton	PROPN
asir-1151	14	34	&	&	CCONJ
asir-1151	14	35	perlman	perlman	PROPN
asir-1151	14	36	,	,	PUNCT
asir-1151	14	37	1973	1973	NUM
asir-1151	14	38	)	)	PUNCT
asir-1151	14	39	.	.	PUNCT
asir-1151	15	1	to	to	PART
asir-1151	15	2	make	make	VERB
asir-1151	15	3	inference	inference	NOUN
asir-1151	15	4	on	on	ADP
asir-1151	15	5	mean	mean	ADJ
asir-1151	15	6	vectors	vector	NOUN
asir-1151	15	7	is	be	AUX
asir-1151	15	8	one	one	NUM
asir-1151	15	9	of	of	ADP
asir-1151	15	10	the	the	DET
asir-1151	15	11	fundamental	fundamental	ADJ
asir-1151	15	12	techniques	technique	NOUN
asir-1151	15	13	which	which	PRON
asir-1151	15	14	can	can	AUX
asir-1151	15	15	be	be	AUX
asir-1151	15	16	generalized	generalize	VERB
asir-1151	15	17	to	to	ADP
asir-1151	15	18	other	other	ADJ
asir-1151	15	19	topics	topic	NOUN
asir-1151	15	20	in	in	ADP
asir-1151	15	21	high	high	ADJ
asir-1151	15	22	-	-	PUNCT
asir-1151	15	23	dimensional	dimensional	ADJ
asir-1151	15	24	data	datum	NOUN
asir-1151	15	25	analysis	analysis	NOUN
asir-1151	15	26	such	such	ADJ
asir-1151	15	27	as	as	ADP
asir-1151	15	28	discriminant	discriminant	ADJ
asir-1151	15	29	analysis	analysis	NOUN
asir-1151	15	30	and	and	CCONJ
asir-1151	15	31	regression	regression	VERB
asir-1151	15	32	analysis	analysis	NOUN
asir-1151	15	33	.	.	PUNCT
asir-1151	16	1	extensive	extensive	ADJ
asir-1151	16	2	studies	study	NOUN
asir-1151	16	3	have	have	AUX
asir-1151	16	4	been	be	AUX
asir-1151	16	5	published	publish	VERB
asir-1151	16	6	for	for	ADP
asir-1151	16	7	the	the	DET
asir-1151	16	8	mean	mean	ADJ
asir-1151	16	9	testing	testing	NOUN
asir-1151	16	10	problem	problem	NOUN
asir-1151	16	11	when	when	SCONJ
asir-1151	16	12	both	both	DET
asir-1151	16	13	p	p	NOUN
asir-1151	16	14	and	and	CCONJ
asir-1151	16	15	n	n	CCONJ
asir-1151	16	16	go	go	VERB
asir-1151	16	17	to	to	ADP
asir-1151	16	18	infinity	infinity	NOUN
asir-1151	16	19	with	with	ADP
asir-1151	16	20	the	the	DET
asir-1151	16	21	ratio	ratio	NOUN
asir-1151	16	22	p	p	NOUN
asir-1151	16	23	/	/	SYM
asir-1151	16	24	n	n	PROPN
asir-1151	16	25	is	be	AUX
asir-1151	16	26	bounded	bound	VERB
asir-1151	16	27	.	.	PUNCT
asir-1151	17	1	amongst	amongst	ADP
asir-1151	17	2	these	these	DET
asir-1151	17	3	works	work	NOUN
asir-1151	17	4	,	,	PUNCT
asir-1151	17	5	some	some	PRON
asir-1151	17	6	have	have	AUX
asir-1151	17	7	addressed	address	VERB
asir-1151	17	8	the	the	DET
asir-1151	17	9	problem	problem	NOUN
asir-1151	17	10	of	of	ADP
asir-1151	17	11	testing	testing	NOUN
asir-1151	17	12	concerning	concern	VERB
asir-1151	17	13	mean	mean	NOUN
asir-1151	17	14	vector(s	vector(s	NOUN
asir-1151	17	15	)	)	PUNCT
asir-1151	17	16	in	in	ADP
asir-1151	17	17	high	high	ADJ
asir-1151	17	18	-	-	PUNCT
asir-1151	17	19	dimensional	dimensional	ADJ
asir-1151	17	20	data	datum	NOUN
asir-1151	17	21	by	by	ADP
asir-1151	17	22	overcoming	overcome	VERB
asir-1151	17	23	the	the	DET
asir-1151	17	24	need	need	NOUN
asir-1151	17	25	of	of	ADP
asir-1151	17	26	the	the	DET
asir-1151	17	27	inverse	inverse	NOUN
asir-1151	17	28	of	of	ADP
asir-1151	17	29	sample	sample	NOUN
asir-1151	17	30	covariance	covariance	NOUN
asir-1151	17	31	matrix	matrix	NOUN
asir-1151	17	32	.	.	PUNCT
asir-1151	18	1	these	these	DET
asir-1151	18	2	developments	development	NOUN
asir-1151	18	3	include	include	VERB
asir-1151	18	4	dempster	dempster	PROPN
asir-1151	18	5	(	(	PUNCT
asir-1151	18	6	1958	1958	NUM
asir-1151	18	7	)	)	PUNCT
asir-1151	18	8	,	,	PUNCT
asir-1151	18	9	bai	bai	PROPN
asir-1151	18	10	and	and	CCONJ
asir-1151	18	11	saranadasa	saranadasa	PROPN
asir-1151	18	12	(	(	PUNCT
asir-1151	18	13	1996	1996	NUM
asir-1151	18	14	)	)	PUNCT
asir-1151	18	15	,	,	PUNCT
asir-1151	18	16	srivastava	srivastava	PROPN
asir-1151	18	17	and	and	CCONJ
asir-1151	18	18	du	du	PROPN
asir-1151	18	19	(	(	PUNCT
asir-1151	18	20	2008	2008	NUM
asir-1151	18	21	)	)	PUNCT
asir-1151	18	22	,	,	PUNCT
asir-1151	18	23	srivastava	srivastava	PROPN
asir-1151	18	24	(	(	PUNCT
asir-1151	18	25	2009	2009	NUM
asir-1151	18	26	)	)	PUNCT
asir-1151	18	27	,	,	PUNCT
asir-1151	18	28	zhang	zhang	PROPN
asir-1151	18	29	and	and	CCONJ
asir-1151	18	30	xu	xu	PROPN
asir-1151	18	31	(	(	PUNCT
asir-1151	18	32	2009	2009	NUM
asir-1151	18	33	)	)	PUNCT
asir-1151	18	34	,	,	PUNCT
asir-1151	18	35	chen	chen	PROPN
asir-1151	18	36	and	and	CCONJ
asir-1151	18	37	qin	qin	PROPN
asir-1151	18	38	(	(	PUNCT
asir-1151	18	39	2010	2010	NUM
asir-1151	18	40	)	)	PUNCT
asir-1151	18	41	and	and	CCONJ
asir-1151	18	42	park	park	NOUN
asir-1151	18	43	and	and	CCONJ
asir-1151	18	44	ayyala	ayyala	PROPN
asir-1151	18	45	(	(	PUNCT
asir-1151	18	46	2013	2013	NUM
asir-1151	18	47	)	)	PUNCT
asir-1151	18	48	.	.	PUNCT
asir-1151	19	1	most	most	ADJ
asir-1151	19	2	of	of	ADP
asir-1151	19	3	the	the	DET
asir-1151	19	4	tests	test	NOUN
asir-1151	19	5	perform	perform	VERB
asir-1151	19	6	well	well	ADV
asir-1151	19	7	when	when	SCONJ
asir-1151	19	8	n	n	PRON
asir-1151	19	9	large	large	ADJ
asir-1151	19	10	or	or	CCONJ
asir-1151	19	11	/	/	SYM
asir-1151	19	12	(	(	PUNCT
asir-1151	19	13	0,1)p	0,1)p	NOUN
asir-1151	19	14	n	n	PRON
asir-1151	19	15			NOUN
asir-1151	19	16	,	,	PUNCT
asir-1151	19	17	but	but	CCONJ
asir-1151	19	18	in	in	ADP
asir-1151	19	19	practice	practice	NOUN
asir-1151	19	20	we	we	PRON
asir-1151	19	21	often	often	ADV
asir-1151	19	22	found	find	VERB
asir-1151	19	23	the	the	DET
asir-1151	19	24	datasets	dataset	NOUN
asir-1151	19	25	with	with	ADP
asir-1151	19	26	fixed	fix	VERB
asir-1151	19	27	sample	sample	NOUN
asir-1151	19	28	size	size	NOUN
asir-1151	19	29	but	but	CCONJ
asir-1151	19	30	much	much	ADV
asir-1151	19	31	larger	large	ADJ
asir-1151	19	32	dimension	dimension	NOUN
asir-1151	19	33	or	or	CCONJ
asir-1151	19	34	p	p	NOUN
asir-1151	19	35			NOUN
asir-1151	19	36	(	(	PUNCT
asir-1151	19	37	park	park	NOUN
asir-1151	19	38	&	&	CCONJ
asir-1151	19	39	ayyala	ayyala	PROPN
asir-1151	19	40	,	,	PUNCT
asir-1151	19	41	2013	2013	NUM
asir-1151	19	42	)	)	PUNCT
asir-1151	19	43	.	.	PUNCT
asir-1151	20	1	the	the	DET
asir-1151	20	2	test	test	NOUN
asir-1151	20	3	using	use	VERB
asir-1151	20	4	for	for	ADP
asir-1151	20	5	one	one	NUM
asir-1151	20	6	-	-	PUNCT
asir-1151	20	7	sample	sample	NOUN
asir-1151	20	8	analysis	analysis	NOUN
asir-1151	20	9	in	in	ADP
asir-1151	20	10	high	high	ADJ
asir-1151	20	11	-	-	PUNCT
asir-1151	20	12	dimensional	dimensional	ADJ
asir-1151	20	13	data	datum	NOUN
asir-1151	20	14	can	can	AUX
asir-1151	20	15	be	be	AUX
asir-1151	20	16	found	find	VERB
asir-1151	20	17	in	in	ADP
asir-1151	20	18	jiamwattanapong	jiamwattanapong	NOUN
asir-1151	20	19	and	and	CCONJ
asir-1151	20	20	chongcharoen	chongcharoen	NOUN
asir-1151	20	21	(	(	PUNCT
asir-1151	20	22	2015	2015	NUM
asir-1151	20	23	)	)	PUNCT
asir-1151	20	24	.	.	PUNCT
asir-1151	21	1	however	however	ADV
asir-1151	21	2	,	,	PUNCT
asir-1151	21	3	the	the	DET
asir-1151	21	4	main	main	ADJ
asir-1151	21	5	attempt	attempt	NOUN
asir-1151	21	6	of	of	ADP
asir-1151	21	7	this	this	DET
asir-1151	21	8	study	study	NOUN
asir-1151	21	9	is	be	AUX
asir-1151	21	10	to	to	PART
asir-1151	21	11	construct	construct	VERB
asir-1151	21	12	a	a	DET
asir-1151	21	13	new	new	ADJ
asir-1151	21	14	test	test	NOUN
asir-1151	21	15	for	for	ADP
asir-1151	21	16	two	two	NUM
asir-1151	21	17	-	-	PUNCT
asir-1151	21	18	sample	sample	NOUN
asir-1151	21	19	problems	problem	NOUN
asir-1151	21	20	in	in	ADP
asir-1151	21	21	such	such	DET
asir-1151	21	22	a	a	DET
asir-1151	21	23	data	data	NOUN
asir-1151	21	24	.	.	PUNCT
asir-1151	22	1	most	most	ADV
asir-1151	22	2	importantly	importantly	ADV
asir-1151	22	3	,	,	PUNCT
asir-1151	22	4	the	the	DET
asir-1151	22	5	idea	idea	NOUN
asir-1151	22	6	of	of	ADP
asir-1151	22	7	gaining	gain	VERB
asir-1151	22	8	more	more	ADJ
asir-1151	22	9	information	information	NOUN
asir-1151	22	10	from	from	ADP
asir-1151	22	11	the	the	DET
asir-1151	22	12	sample	sample	NOUN
asir-1151	22	13	covariance	covariance	NOUN
asir-1151	22	14	matrix	matrix	NOUN
asir-1151	22	15	originally	originally	ADV
asir-1151	22	16	came	come	VERB
asir-1151	22	17	from	from	ADP
asir-1151	22	18	srivastava	srivastava	PROPN
asir-1151	22	19	and	and	CCONJ
asir-1151	22	20	du	du	PROPN
asir-1151	22	21	(	(	PUNCT
asir-1151	22	22	2008	2008	NUM
asir-1151	22	23	)	)	PUNCT
asir-1151	22	24	,	,	PUNCT
asir-1151	22	25	and	and	CCONJ
asir-1151	22	26	considered	consider	VERB
asir-1151	22	27	the	the	DET
asir-1151	22	28	situation	situation	NOUN
asir-1151	22	29	that	that	SCONJ
asir-1151	22	30	the	the	DET
asir-1151	22	31	data	datum	NOUN
asir-1151	22	32	are	be	AUX
asir-1151	22	33	multivariate	multivariate	NOUN
asir-1151	22	34	normal	normal	ADJ
asir-1151	22	35	.	.	PUNCT
asir-1151	23	1	now	now	ADV
asir-1151	23	2	let	let	VERB
asir-1151	23	3	1	1	NUM
asir-1151	23	4	,	,	PUNCT
asir-1151	23	5	...	...	PUNCT
asir-1151	23	6	,	,	PUNCT
asir-1151	23	7	ii	ii	PROPN
asir-1151	23	8	inx	inx	PROPN
asir-1151	23	9	x	x	AUX
asir-1151	23	10	represent	represent	VERB
asir-1151	23	11	a	a	DET
asir-1151	23	12	random	random	ADJ
asir-1151	23	13	sample	sample	NOUN
asir-1151	23	14	of	of	ADP
asir-1151	23	15	p	p	NOUN
asir-1151	23	16	dimensional	dimensional	ADJ
asir-1151	23	17	multivariate	multivariate	NOUN
asir-1151	23	18	normal	normal	ADJ
asir-1151	23	19	random	random	ADJ
asir-1151	23	20	vectors	vector	NOUN
asir-1151	23	21	from	from	ADP
asir-1151	23	22	the	the	DET
asir-1151	23	23	i	i	PROPN
asir-1151	23	24	th	th	PROPN
asir-1151	23	25	group	group	NOUN
asir-1151	23	26	,	,	PUNCT
asir-1151	23	27	1,2	1,2	NUM
asir-1151	23	28	,	,	PUNCT
asir-1151	23	29	i	i	PRON
asir-1151	23	30			VERB
asir-1151	23	31	each	each	PRON
asir-1151	23	32	of	of	ADP
asir-1151	23	33	which	which	PRON
asir-1151	23	34	has	have	AUX
asir-1151	23	35	mean	mean	VERB
asir-1151	23	36	vector	vector	NOUN
asir-1151	23	37	μi	μi	NOUN
asir-1151	23	38	,	,	PUNCT
asir-1151	23	39	and	and	CCONJ
asir-1151	23	40	unknown	unknown	ADJ
asir-1151	23	41	common	common	ADJ
asir-1151	23	42	positive	positive	ADJ
asir-1151	23	43	definite	definite	ADJ
asir-1151	23	44	covariance	covariance	NOUN
asir-1151	23	45	matrix	matrix	NOUN
asir-1151	23	46	σ	σ	NOUN
asir-1151	23	47	,	,	PUNCT
asir-1151	23	48	or	or	CCONJ
asir-1151	23	49	(	(	PUNCT
asir-1151	23	50	,	,	PUNCT
asir-1151	23	51	)	)	PUNCT
asir-1151	23	52	x	x	PROPN
asir-1151	23	53	μ	μ	NOUN
asir-1151	23	54	σij	σij	VERB
asir-1151	23	55	p	p	NOUN
asir-1151	23	56	in	in	ADV
asir-1151	23	57	.	.	PUNCT
asir-1151	24	1	the	the	DET
asir-1151	24	2	sample	sample	NOUN
asir-1151	24	3	mean	mean	VERB
asir-1151	24	4	vectors	vector	NOUN
asir-1151	24	5	(	(	PUNCT
asir-1151	24	6	xi	xi	PROPN
asir-1151	24	7	)	)	PUNCT
asir-1151	24	8	and	and	CCONJ
asir-1151	24	9	the	the	DET
asir-1151	24	10	pooled	pool	VERB
asir-1151	24	11	sample	sample	NOUN
asir-1151	24	12	covariance	covariance	NOUN
asir-1151	24	13	matrix	matrix	NOUN
asir-1151	24	14	(	(	PUNCT
asir-1151	24	15	s	s	NOUN
asir-1151	24	16	p	p	NOUN
asir-1151	24	17	)	)	PUNCT
asir-1151	24	18	are	be	AUX
asir-1151	24	19	used	use	VERB
asir-1151	24	20	as	as	ADP
asir-1151	24	21	the	the	DET
asir-1151	24	22	estimates	estimate	NOUN
asir-1151	24	23	of	of	ADP
asir-1151	24	24	the	the	DET
asir-1151	24	25	population	population	NOUN
asir-1151	24	26	counterparts	counterpart	NOUN
asir-1151	24	27	.	.	PUNCT
asir-1151	25	1	let	let	VERB
asir-1151	25	2	the	the	DET
asir-1151	25	3	sample	sample	NOUN
asir-1151	25	4	mean	mean	VERB
asir-1151	25	5	vectors	vector	NOUN
asir-1151	25	6	,	,	PUNCT
asir-1151	25	7	the	the	DET
asir-1151	25	8	sample	sample	NOUN
asir-1151	25	9	covariance	covariance	NOUN
asir-1151	25	10	matrices	matrix	NOUN
asir-1151	25	11	,	,	PUNCT
asir-1151	25	12	and	and	CCONJ
asir-1151	25	13	the	the	DET
asir-1151	25	14	pooled	pool	VERB
asir-1151	25	15	sample	sample	NOUN
asir-1151	25	16	covariance	covariance	NOUN
asir-1151	25	17	matrix	matrix	NOUN
asir-1151	25	18	be	be	AUX
asir-1151	25	19	defined	define	VERB
asir-1151	25	20	,	,	PUNCT
asir-1151	25	21	respectively	respectively	ADV
asir-1151	25	22	,	,	PUNCT
asir-1151	25	23	by	by	ADP
asir-1151	25	24	1	1	NUM
asir-1151	25	25	1	1	NUM
asir-1151	25	26	,	,	PUNCT
asir-1151	25	27	in	in	ADP
asir-1151	25	28	i	i	PRON
asir-1151	26	1	ij	ij	INTJ
asir-1151	26	2	jin	jin	NOUN
asir-1151	27	1			PROPN
asir-1151	28	1			NUM
asir-1151	28	2	x	x	PROPN
asir-1151	28	3	x	x	SYM
asir-1151	28	4	1,2	1,2	NUM
asir-1151	28	5	,	,	PUNCT
asir-1151	28	6	i	i	PRON
asir-1151	28	7			VERB
asir-1151	28	8	(	(	PUNCT
asir-1151	28	9	1	1	NUM
asir-1151	28	10	)	)	SYM
asir-1151	28	11	1	1	NUM
asir-1151	28	12	1	1	NUM
asir-1151	28	13	(	(	PUNCT
asir-1151	28	14	)	)	PUNCT
asir-1151	28	15	(	(	PUNCT
asir-1151	28	16	)	)	PUNCT
asir-1151	28	17	1	1	NUM
asir-1151	28	18	in	in	ADP
asir-1151	28	19	i	i	PRON
asir-1151	28	20	ij	ij	INTJ
asir-1151	29	1	i	i	PRON
asir-1151	29	2	ij	ij	INTJ
asir-1151	30	1	i	i	PRON
asir-1151	30	2	jin	jin	VERB
asir-1151	30	3			PROPN
asir-1151	30	4			PROPN
asir-1151	30	5			PROPN
asir-1151	30	6			PRON
asir-1151	30	7			PROPN
asir-1151	30	8	s	s	PART
asir-1151	30	9	x	x	NOUN
asir-1151	30	10	x	x	PUNCT
asir-1151	30	11	x	x	SYM
asir-1151	30	12	x	x	SYM
asir-1151	30	13	,	,	PUNCT
asir-1151	30	14	(	(	PUNCT
asir-1151	30	15	2	2	NUM
asir-1151	30	16	)	)	PUNCT
asir-1151	30	17	and	and	CCONJ
asir-1151	30	18	2	2	NUM
asir-1151	30	19	1	1	NUM
asir-1151	30	20	1	1	NUM
asir-1151	30	21	(	(	PUNCT
asir-1151	30	22	1)p	1)p	NUM
asir-1151	30	23	i	i	PRON
asir-1151	31	1	i	i	PRON
asir-1151	32	1	i	i	PRON
asir-1151	32	2	n	n	VERB
asir-1151	32	3			VERB
asir-1151	33	1			NUM
asir-1151	34	1			PROPN
asir-1151	34	2	s	s	PROPN
asir-1151	34	3	s	s	PART
asir-1151	34	4	,	,	PUNCT
asir-1151	34	5	(	(	PUNCT
asir-1151	34	6	3	3	X
asir-1151	34	7	)	)	PUNCT
asir-1151	34	8	where	where	SCONJ
asir-1151	34	9	1	1	NUM
asir-1151	34	10	2	2	NUM
asir-1151	34	11	2n	2n	NUM
asir-1151	34	12	n	n	PROPN
asir-1151	34	13			NUM
asir-1151	34	14			ADJ
asir-1151	34	15			NOUN
asir-1151	34	16	.	.	PUNCT
asir-1151	35	1	consider	consider	VERB
asir-1151	35	2	the	the	DET
asir-1151	35	3	hypothesis	hypothesis	NOUN
asir-1151	35	4	testing	testing	NOUN
asir-1151	35	5	problem	problem	NOUN
asir-1151	35	6	:	:	PUNCT
asir-1151	35	7	1	1	NUM
asir-1151	35	8	2	2	NUM
asir-1151	35	9	:	:	PUNCT
asir-1151	35	10	μ	μ	NOUN
asir-1151	35	11	μh	μh	NUM
asir-1151	35	12			NOUN
asir-1151	35	13	vs.	vs.	ADP
asir-1151	35	14	1	1	NUM
asir-1151	35	15	2	2	NUM
asir-1151	35	16	:	:	PUNCT
asir-1151	35	17	μ	μ	NUM
asir-1151	35	18	μk	μk	PROPN
asir-1151	35	19			PROPN
asir-1151	35	20	,	,	PUNCT
asir-1151	35	21	(	(	PUNCT
asir-1151	35	22	4	4	NUM
asir-1151	35	23	)	)	PUNCT
asir-1151	35	24	and	and	CCONJ
asir-1151	35	25	the	the	DET
asir-1151	35	26	data	datum	NOUN
asir-1151	35	27	come	come	VERB
asir-1151	35	28	from	from	ADP
asir-1151	35	29	multivariate	multivariate	NOUN
asir-1151	35	30	normal	normal	ADJ
asir-1151	35	31	distributions	distribution	NOUN
asir-1151	35	32	.	.	PUNCT
asir-1151	36	1	when	when	SCONJ
asir-1151	36	2	the	the	DET
asir-1151	36	3	dimension	dimension	NOUN
asir-1151	36	4	1	1	NUM
asir-1151	36	5	2	2	NUM
asir-1151	36	6	,	,	PUNCT
asir-1151	36	7	2p	2p	NUM
asir-1151	36	8	n	n	PRON
asir-1151	36	9	n	n	PROPN
asir-1151	36	10			NOUN
asir-1151	36	11			NOUN
asir-1151	36	12			ADJ
asir-1151	36	13			PROPN
asir-1151	36	14	,	,	PUNCT
asir-1151	36	15	the	the	DET
asir-1151	36	16	hotelling	hotelling	NOUN
asir-1151	36	17	’s	’s	PART
asir-1151	36	18	t2	t2	NOUN
asir-1151	36	19	test	test	NOUN
asir-1151	36	20	is	be	AUX
asir-1151	36	21	defined	define	VERB
asir-1151	36	22	as	as	ADP
asir-1151	36	23	2	2	NUM
asir-1151	36	24	11	11	NUM
asir-1151	36	25	2	2	NUM
asir-1151	36	26	1	1	NUM
asir-1151	36	27	2	2	NUM
asir-1151	36	28	1	1	NUM
asir-1151	36	29	2	2	NUM
asir-1151	36	30	1	1	NUM
asir-1151	36	31	2	2	NUM
asir-1151	36	32	(	(	PUNCT
asir-1151	36	33	)	)	PUNCT
asir-1151	36	34	(	(	PUNCT
asir-1151	36	35	)	)	PUNCT
asir-1151	36	36	.x	.x	NOUN
asir-1151	37	1	x	x	PUNCT
asir-1151	37	2	s	s	X
asir-1151	37	3	x	x	X
asir-1151	37	4	xp	xp	INTJ
asir-1151	37	5	n	n	CCONJ
asir-1151	37	6	n	n	PROPN
asir-1151	37	7	t	t	PROPN
asir-1151	37	8	n	n	CCONJ
asir-1151	37	9	n	n	CCONJ
asir-1151	37	10			VERB
asir-1151	37	11			PROPN
asir-1151	37	12			PROPN
asir-1151	37	13			X
asir-1151	37	14	(	(	PUNCT
asir-1151	37	15	5	5	NUM
asir-1151	37	16	)	)	PUNCT
asir-1151	37	17	the	the	DET
asir-1151	37	18	hotelling	hotelling	NOUN
asir-1151	37	19	’s	’s	PART
asir-1151	37	20	t2	t2	NOUN
asir-1151	37	21	test	test	NOUN
asir-1151	37	22	is	be	AUX
asir-1151	37	23	uniformly	uniformly	ADV
asir-1151	37	24	most	most	ADV
asir-1151	37	25	powerful	powerful	ADJ
asir-1151	37	26	and	and	CCONJ
asir-1151	37	27	the	the	DET
asir-1151	37	28	statistic	statistic	NOUN
asir-1151	37	29	t2	t2	NOUN
asir-1151	37	30	can	can	AUX
asir-1151	37	31	be	be	AUX
asir-1151	37	32	converted	convert	VERB
asir-1151	37	33	to	to	ADP
asir-1151	37	34	a	a	DET
asir-1151	37	35	central	central	ADJ
asir-1151	37	36	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	37	37	applied	apply	VERB
asir-1151	37	38	science	science	NOUN
asir-1151	37	39	and	and	CCONJ
asir-1151	37	40	innovative	innovative	ADJ
asir-1151	37	41	research	research	NOUN
asir-1151	37	42	vol	vol	NOUN
asir-1151	37	43	.	.	PROPN
asir-1151	38	1	1	1	NUM
asir-1151	38	2	,	,	PUNCT
asir-1151	38	3	no	no	INTJ
asir-1151	38	4	.	.	NOUN
asir-1151	38	5	2	2	NUM
asir-1151	38	6	,	,	PUNCT
asir-1151	38	7	2017	2017	NUM
asir-1151	38	8	120	120	NUM
asir-1151	38	9	published	publish	VERB
asir-1151	38	10	by	by	ADP
asir-1151	38	11	scholink	scholink	PROPN
asir-1151	38	12	inc	inc	PROPN
asir-1151	38	13	.	.	PROPN
asir-1151	39	1	f	f	PROPN
asir-1151	39	2			NOUN
asir-1151	39	3	distribution	distribution	NOUN
asir-1151	39	4	as	as	ADP
asir-1151	39	5	2	2	NUM
asir-1151	39	6	(	(	PUNCT
asir-1151	39	7	1	1	NUM
asir-1151	39	8	)	)	PUNCT
asir-1151	39	9	/p	/p	PUNCT
asir-1151	40	1	t	t	PROPN
asir-1151	40	2	p	p	PROPN
asir-1151	40	3			NOUN
asir-1151	40	4			ADV
asir-1151	40	5	,	,	PUNCT
asir-1151	40	6	1p	1p	NUM
asir-1151	40	7	pf	pf	PROPN
asir-1151	40	8			PROPN
asir-1151	40	9			PROPN
asir-1151	40	10			VERB
asir-1151	40	11	1	1	NUM
asir-1151	40	12	2	2	NUM
asir-1151	40	13	,	,	PUNCT
asir-1151	40	14	2n	2n	NUM
asir-1151	40	15	n	n	PROPN
asir-1151	40	16			PROPN
asir-1151	40	17			ADV
asir-1151	40	18			X
asir-1151	40	19	(	(	PUNCT
asir-1151	40	20	davis	davis	PROPN
asir-1151	40	21	,	,	PUNCT
asir-1151	40	22	2002	2002	NUM
asir-1151	40	23	;	;	PUNCT
asir-1151	40	24	anderson	anderson	PROPN
asir-1151	40	25	,	,	PUNCT
asir-1151	40	26	2003	2003	NUM
asir-1151	40	27	)	)	PUNCT
asir-1151	40	28	.	.	PUNCT
asir-1151	41	1	however	however	ADV
asir-1151	41	2	,	,	PUNCT
asir-1151	41	3	it	it	PRON
asir-1151	41	4	can	can	AUX
asir-1151	41	5	be	be	AUX
asir-1151	41	6	easily	easily	ADV
asir-1151	41	7	seen	see	VERB
asir-1151	41	8	from	from	ADP
asir-1151	41	9	(	(	PUNCT
asir-1151	41	10	5	5	NUM
asir-1151	41	11	)	)	PUNCT
asir-1151	41	12	that	that	SCONJ
asir-1151	41	13	the	the	DET
asir-1151	41	14	hotelling	hotelling	NOUN
asir-1151	41	15	’s	’s	PART
asir-1151	41	16	t2	t2	NOUN
asir-1151	41	17	statistic	statistic	NOUN
asir-1151	41	18	requires	require	VERB
asir-1151	41	19	the	the	DET
asir-1151	41	20	pooled	pooled	ADJ
asir-1151	41	21	sample	sample	NOUN
asir-1151	41	22	covariance	covariance	NOUN
asir-1151	41	23	matrix	matrix	NOUN
asir-1151	41	24	ps	ps	X
asir-1151	41	25	invertible	invertible	ADJ
asir-1151	41	26	,	,	PUNCT
asir-1151	41	27	so	so	SCONJ
asir-1151	41	28	it	it	PRON
asir-1151	41	29	can	can	AUX
asir-1151	41	30	not	not	PART
asir-1151	41	31	be	be	AUX
asir-1151	41	32	applied	apply	VERB
asir-1151	41	33	for	for	ADP
asir-1151	41	34	high	high	ADJ
asir-1151	41	35	-	-	PUNCT
asir-1151	41	36	dimensional	dimensional	ADJ
asir-1151	41	37	data	datum	NOUN
asir-1151	41	38	because	because	SCONJ
asir-1151	41	39	of	of	ADP
asir-1151	41	40	the	the	DET
asir-1151	41	41	singularity	singularity	NOUN
asir-1151	41	42	of	of	ADP
asir-1151	41	43	the	the	DET
asir-1151	41	44	pooled	pool	VERB
asir-1151	41	45	sample	sample	NOUN
asir-1151	41	46	covariance	covariance	NOUN
asir-1151	41	47	matrix	matrix	NOUN
asir-1151	41	48	.	.	PUNCT
asir-1151	42	1	the	the	DET
asir-1151	42	2	approach	approach	NOUN
asir-1151	42	3	of	of	ADP
asir-1151	42	4	this	this	DET
asir-1151	42	5	paper	paper	NOUN
asir-1151	42	6	is	be	AUX
asir-1151	42	7	based	base	VERB
asir-1151	42	8	on	on	ADP
asir-1151	42	9	the	the	DET
asir-1151	42	10	idea	idea	NOUN
asir-1151	42	11	of	of	ADP
asir-1151	42	12	keeping	keep	VERB
asir-1151	42	13	the	the	DET
asir-1151	42	14	information	information	NOUN
asir-1151	42	15	of	of	ADP
asir-1151	42	16	the	the	DET
asir-1151	42	17	sample	sample	NOUN
asir-1151	42	18	covariance	covariance	NOUN
asir-1151	42	19	matrix	matrix	NOUN
asir-1151	42	20	as	as	ADV
asir-1151	42	21	much	much	ADV
asir-1151	42	22	as	as	ADP
asir-1151	42	23	possible	possible	ADJ
asir-1151	42	24	(	(	PUNCT
asir-1151	42	25	srivastava	srivastava	PROPN
asir-1151	42	26	&	&	CCONJ
asir-1151	42	27	du	du	PROPN
asir-1151	42	28	,	,	PUNCT
asir-1151	42	29	2008	2008	NUM
asir-1151	42	30	;	;	PUNCT
asir-1151	42	31	srivastava	srivastava	PROPN
asir-1151	42	32	,	,	PUNCT
asir-1151	42	33	2009	2009	NUM
asir-1151	42	34	)	)	PUNCT
asir-1151	42	35	and	and	CCONJ
asir-1151	42	36	also	also	ADV
asir-1151	42	37	based	base	VERB
asir-1151	42	38	on	on	ADP
asir-1151	42	39	the	the	DET
asir-1151	42	40	idea	idea	NOUN
asir-1151	42	41	of	of	ADP
asir-1151	42	42	using	use	VERB
asir-1151	42	43	the	the	DET
asir-1151	42	44	submatrices	submatrice	NOUN
asir-1151	42	45	on	on	ADP
asir-1151	42	46	the	the	DET
asir-1151	42	47	diagonal	diagonal	NOUN
asir-1151	42	48	of	of	ADP
asir-1151	42	49	the	the	DET
asir-1151	42	50	sample	sample	NOUN
asir-1151	42	51	covariance	covariance	NOUN
asir-1151	42	52	matrix	matrix	NOUN
asir-1151	42	53	(	(	PUNCT
asir-1151	42	54	jiamwattanapong	jiamwattanapong	PROPN
asir-1151	42	55	&	&	CCONJ
asir-1151	42	56	chongcharoen	chongcharoen	NOUN
asir-1151	42	57	,	,	PUNCT
asir-1151	42	58	2015	2015	NUM
asir-1151	42	59	)	)	PUNCT
asir-1151	42	60	.	.	PUNCT
asir-1151	43	1	the	the	DET
asir-1151	43	2	hypothesis	hypothesis	NOUN
asir-1151	43	3	testing	testing	NOUN
asir-1151	43	4	problem	problem	NOUN
asir-1151	43	5	is	be	AUX
asir-1151	43	6	in	in	ADP
asir-1151	43	7	(	(	PUNCT
asir-1151	43	8	4	4	NUM
asir-1151	43	9	)	)	PUNCT
asir-1151	44	1	where	where	SCONJ
asir-1151	44	2	the	the	DET
asir-1151	44	3	data	datum	NOUN
asir-1151	44	4	xij	xij	PROPN
asir-1151	44	5	,	,	PUNCT
asir-1151	44	6	1,2	1,2	NUM
asir-1151	44	7	,	,	PUNCT
asir-1151	44	8	1	1	NUM
asir-1151	44	9	,	,	PUNCT
asir-1151	44	10	...	...	PUNCT
asir-1151	44	11	,	,	PUNCT
asir-1151	44	12	ii	ii	PROPN
asir-1151	44	13	j	j	PROPN
asir-1151	44	14	n	n	NOUN
asir-1151	44	15			ADJ
asir-1151	44	16	,	,	PUNCT
asir-1151	44	17	are	be	AUX
asir-1151	44	18	independent	independent	ADJ
asir-1151	44	19	p	p	NOUN
asir-1151	44	20	dimensional	dimensional	ADJ
asir-1151	44	21	multivariate	multivariate	NOUN
asir-1151	44	22	normal	normal	ADJ
asir-1151	44	23	random	random	ADJ
asir-1151	44	24	vectors	vector	NOUN
asir-1151	44	25	with	with	ADP
asir-1151	44	26	mean	mean	ADJ
asir-1151	44	27	vectors	vector	NOUN
asir-1151	44	28	iμ	iμ	NOUN
asir-1151	44	29	,	,	PUNCT
asir-1151	44	30	1	1	NUM
asir-1151	44	31	,	,	PUNCT
asir-1151	44	32	2i	2i	NOUN
asir-1151	44	33			NUM
asir-1151	44	34	,	,	PUNCT
asir-1151	44	35	and	and	CCONJ
asir-1151	44	36	unknown	unknown	ADJ
asir-1151	44	37	common	common	ADJ
asir-1151	44	38	positive	positive	ADJ
asir-1151	44	39	definite	definite	ADJ
asir-1151	44	40	covariance	covariance	NOUN
asir-1151	44	41	matrix	matrix	NOUN
asir-1151	44	42	σ	σ	NOUN
asir-1151	44	43	.	.	PUNCT
asir-1151	45	1	the	the	DET
asir-1151	45	2	situation	situation	NOUN
asir-1151	45	3	we	we	PRON
asir-1151	45	4	consider	consider	VERB
asir-1151	45	5	here	here	ADV
asir-1151	45	6	,	,	PUNCT
asir-1151	45	7	say	say	VERB
asir-1151	45	8	high	high	ADJ
asir-1151	45	9	dimension	dimension	NOUN
asir-1151	45	10	problem	problem	NOUN
asir-1151	45	11	,	,	PUNCT
asir-1151	45	12	is	be	AUX
asir-1151	45	13	that	that	SCONJ
asir-1151	45	14	p	p	PRON
asir-1151	45	15			NOUN
asir-1151	45	16	,	,	PUNCT
asir-1151	45	17	1	1	NUM
asir-1151	45	18	2	2	NUM
asir-1151	45	19	2n	2n	NUM
asir-1151	45	20	n	n	PROPN
asir-1151	45	21			NUM
asir-1151	45	22			ADJ
asir-1151	45	23			NOUN
asir-1151	45	24	.	.	PUNCT
asir-1151	46	1	the	the	DET
asir-1151	46	2	organization	organization	NOUN
asir-1151	46	3	of	of	ADP
asir-1151	46	4	this	this	DET
asir-1151	46	5	paper	paper	NOUN
asir-1151	46	6	is	be	AUX
asir-1151	46	7	as	as	SCONJ
asir-1151	46	8	follows	follow	VERB
asir-1151	46	9	.	.	PUNCT
asir-1151	47	1	description	description	NOUN
asir-1151	47	2	of	of	ADP
asir-1151	47	3	the	the	DET
asir-1151	47	4	new	new	ADJ
asir-1151	47	5	test	test	NOUN
asir-1151	47	6	statistic	statistic	NOUN
asir-1151	47	7	and	and	CCONJ
asir-1151	47	8	its	its	PRON
asir-1151	47	9	asymptotic	asymptotic	ADJ
asir-1151	47	10	null	null	ADJ
asir-1151	47	11	distribution	distribution	NOUN
asir-1151	47	12	are	be	AUX
asir-1151	47	13	presented	present	VERB
asir-1151	47	14	in	in	ADP
asir-1151	47	15	the	the	DET
asir-1151	47	16	next	next	ADJ
asir-1151	47	17	section	section	NOUN
asir-1151	47	18	.	.	PUNCT
asir-1151	48	1	the	the	DET
asir-1151	48	2	influential	influential	ADJ
asir-1151	48	3	works	work	NOUN
asir-1151	48	4	are	be	AUX
asir-1151	48	5	discussed	discuss	VERB
asir-1151	48	6	as	as	ADP
asir-1151	48	7	the	the	DET
asir-1151	48	8	competing	compete	VERB
asir-1151	48	9	tests	test	NOUN
asir-1151	48	10	followed	follow	VERB
asir-1151	48	11	by	by	ADP
asir-1151	48	12	a	a	DET
asir-1151	48	13	report	report	NOUN
asir-1151	48	14	on	on	ADP
asir-1151	48	15	the	the	DET
asir-1151	48	16	performance	performance	NOUN
asir-1151	48	17	of	of	ADP
asir-1151	48	18	the	the	DET
asir-1151	48	19	proposed	propose	VERB
asir-1151	48	20	test	test	NOUN
asir-1151	48	21	via	via	ADP
asir-1151	48	22	simulation	simulation	NOUN
asir-1151	48	23	study	study	PROPN
asir-1151	48	24	.	.	PUNCT
asir-1151	49	1	then	then	ADV
asir-1151	49	2	the	the	DET
asir-1151	49	3	proposed	propose	VERB
asir-1151	49	4	test	test	NOUN
asir-1151	49	5	is	be	AUX
asir-1151	49	6	demonstrated	demonstrate	VERB
asir-1151	49	7	by	by	ADP
asir-1151	49	8	using	use	VERB
asir-1151	49	9	a	a	DET
asir-1151	49	10	dataset	dataset	NOUN
asir-1151	49	11	of	of	ADP
asir-1151	49	12	dna	dna	PROPN
asir-1151	49	13	microarray	microarray	NOUN
asir-1151	49	14	.	.	PUNCT
asir-1151	50	1	the	the	DET
asir-1151	50	2	last	last	ADJ
asir-1151	50	3	section	section	NOUN
asir-1151	50	4	goes	go	VERB
asir-1151	50	5	to	to	ADP
asir-1151	50	6	the	the	DET
asir-1151	50	7	conclusion	conclusion	NOUN
asir-1151	50	8	of	of	ADP
asir-1151	50	9	the	the	DET
asir-1151	50	10	study	study	NOUN
asir-1151	50	11	.	.	PUNCT
asir-1151	51	1	2	2	X
asir-1151	51	2	.	.	X
asir-1151	51	3	test	test	NOUN
asir-1151	51	4	statistic	statistic	NOUN
asir-1151	51	5	and	and	CCONJ
asir-1151	51	6	its	its	PRON
asir-1151	51	7	asymptotic	asymptotic	ADJ
asir-1151	51	8	distribution	distribution	NOUN
asir-1151	51	9	in	in	ADP
asir-1151	51	10	this	this	DET
asir-1151	51	11	section	section	NOUN
asir-1151	51	12	,	,	PUNCT
asir-1151	51	13	we	we	PRON
asir-1151	51	14	describe	describe	VERB
asir-1151	51	15	the	the	DET
asir-1151	51	16	proposed	propose	VERB
asir-1151	51	17	test	test	NOUN
asir-1151	51	18	for	for	ADP
asir-1151	51	19	the	the	DET
asir-1151	51	20	testing	testing	NOUN
asir-1151	51	21	problem	problem	NOUN
asir-1151	51	22	(	(	PUNCT
asir-1151	51	23	4	4	NUM
asir-1151	51	24	)	)	PUNCT
asir-1151	51	25	in	in	ADP
asir-1151	51	26	the	the	DET
asir-1151	51	27	case	case	NOUN
asir-1151	51	28	that	that	SCONJ
asir-1151	51	29	the	the	DET
asir-1151	51	30	dimension	dimension	NOUN
asir-1151	51	31	of	of	ADP
asir-1151	51	32	the	the	DET
asir-1151	51	33	data	datum	NOUN
asir-1151	51	34	exceeds	exceed	VERB
asir-1151	51	35	the	the	DET
asir-1151	51	36	rank	rank	NOUN
asir-1151	51	37	of	of	ADP
asir-1151	51	38	the	the	DET
asir-1151	51	39	pooled	pool	VERB
asir-1151	51	40	sample	sample	NOUN
asir-1151	51	41	covariance	covariance	NOUN
asir-1151	51	42	matrix	matrix	NOUN
asir-1151	51	43	,	,	PUNCT
asir-1151	51	44	or	or	CCONJ
asir-1151	51	45	p	p	X
asir-1151	51	46			X
asir-1151	51	47	where	where	SCONJ
asir-1151	51	48	1	1	NUM
asir-1151	51	49	2	2	NUM
asir-1151	51	50	2n	2n	NUM
asir-1151	51	51	n	n	PROPN
asir-1151	51	52			NUM
asir-1151	51	53			ADJ
asir-1151	51	54			NOUN
asir-1151	51	55	.	.	PUNCT
asir-1151	52	1	the	the	DET
asir-1151	52	2	unknown	unknown	ADJ
asir-1151	52	3	common	common	ADJ
asir-1151	52	4	positive	positive	ADJ
asir-1151	52	5	definite	definite	ADJ
asir-1151	52	6	covariance	covariance	NOUN
asir-1151	52	7	matrix	matrix	NOUN
asir-1151	52	8	σ	σ	NOUN
asir-1151	52	9	can	can	AUX
asir-1151	52	10	be	be	AUX
asir-1151	52	11	written	write	VERB
asir-1151	52	12	is	be	AUX
asir-1151	52	13	blocks	block	NOUN
asir-1151	52	14	as	as	ADP
asir-1151	52	15	11	11	NUM
asir-1151	52	16	12	12	NUM
asir-1151	52	17	1	1	NUM
asir-1151	52	18	21	21	NUM
asir-1151	52	19	22	22	NUM
asir-1151	52	20	2	2	NUM
asir-1151	52	21	1	1	NUM
asir-1151	52	22	2	2	NUM
asir-1151	52	23	,	,	PUNCT
asir-1151	52	24	m	m	VERB
asir-1151	52	25	m	m	VERB
asir-1151	52	26	p	p	X
asir-1151	52	27	p	p	X
asir-1151	53	1	mmm	mmm	INTJ
asir-1151	53	2	m	m	PROPN
asir-1151	53	3			NOUN
asir-1151	54	1			NOUN
asir-1151	55	1			PROPN
asir-1151	56	1			PROPN
asir-1151	57	1			PROPN
asir-1151	58	1			PROPN
asir-1151	58	2			VERB
asir-1151	58	3			PROPN
asir-1151	59	1			PROPN
asir-1151	60	1			PROPN
asir-1151	61	1			INTJ
asir-1151	62	1			PROPN
asir-1151	62	2			PROPN
asir-1151	63	1			PROPN
asir-1151	63	2			PROPN
asir-1151	63	3			NUM
asir-1151	63	4	σ	σ	NUM
asir-1151	63	5	σ	σ	PROPN
asir-1151	63	6	σ	σ	PROPN
asir-1151	63	7	σ	σ	PROPN
asir-1151	63	8	σ	σ	PROPN
asir-1151	63	9	σ	σ	PROPN
asir-1151	63	10	σ	σ	PROPN
asir-1151	63	11	σ	σ	PROPN
asir-1151	63	12	σ	σ	PROPN
asir-1151	63	13	σ	σ	PROPN
asir-1151	63	14	where	where	SCONJ
asir-1151	63	15	σkk	σkk	NOUN
asir-1151	63	16	,	,	PUNCT
asir-1151	63	17	1,	1,	NUM
asir-1151	63	18	...	...	PUNCT
asir-1151	63	19	,j	,j	PUNCT
asir-1151	63	20	m	m	PROPN
asir-1151	63	21	are	be	AUX
asir-1151	63	22	k	k	PROPN
asir-1151	63	23	kq	kq	PROPN
asir-1151	63	24	q	q	VERB
asir-1151	63	25	blocks	block	NOUN
asir-1151	63	26	or	or	CCONJ
asir-1151	63	27	submatrices	submatrice	NOUN
asir-1151	63	28	on	on	ADP
asir-1151	63	29	the	the	DET
asir-1151	63	30	diagonal	diagonal	NOUN
asir-1151	63	31	of	of	ADP
asir-1151	63	32	σ	σ	NUM
asir-1151	63	33	where	where	SCONJ
asir-1151	63	34	6kq	6kq	NOUN
asir-1151	63	35			NOUN
asir-1151	63	36			NOUN
asir-1151	63	37	and	and	CCONJ
asir-1151	63	38	1	1	NUM
asir-1151	63	39	m	m	NOUN
asir-1151	63	40	k	k	NOUN
asir-1151	64	1	k	k	NOUN
asir-1151	64	2	q	q	PROPN
asir-1151	65	1	p	p	NOUN
asir-1151	65	2			ADJ
asir-1151	65	3			PROPN
asir-1151	65	4	.	.	PUNCT
asir-1151	66	1	the	the	DET
asir-1151	66	2	population	population	NOUN
asir-1151	66	3	correlation	correlation	NOUN
asir-1151	66	4	matrix	matrix	NOUN
asir-1151	66	5	r	r	NOUN
asir-1151	66	6	is	be	AUX
asir-1151	66	7	defined	define	VERB
asir-1151	66	8	as	as	ADP
asir-1151	66	9	1/2	1/2	NUM
asir-1151	66	10	1/2	1/2	NUM
asir-1151	66	11	=(	=(	NOUN
asir-1151	66	12	)	)	PUNCT
asir-1151	66	13	,	,	PUNCT
asir-1151	66	14	d	d	X
asir-1151	66	15	σd	σd	ADP
asir-1151	66	16	kl	kl	PROPN
asir-1151	66	17			PROPN
asir-1151	66	18			NOUN
asir-1151	66	19	r	r	NOUN
asir-1151	66	20	r	r	NOUN
asir-1151	66	21	where	where	SCONJ
asir-1151	66	22	d	d	NOUN
asir-1151	66	23	11diag	11diag	NUM
asir-1151	66	24	(	(	PUNCT
asir-1151	66	25	,	,	PUNCT
asir-1151	66	26	...	...	PUNCT
asir-1151	66	27	,	,	PUNCT
asir-1151	66	28	)	)	PUNCT
asir-1151	66	29	pp	pp	PROPN
asir-1151	66	30			NOUN
asir-1151	66	31	,	,	PUNCT
asir-1151	66	32	,	,	PUNCT
asir-1151	66	33	1,	1,	NUM
asir-1151	66	34	...	...	PUNCT
asir-1151	66	35	,ii	,ii	PUNCT
asir-1151	67	1	i	i	PRON
asir-1151	67	2	p	p	VERB
asir-1151	68	1			PROPN
asir-1151	68	2	are	be	AUX
asir-1151	68	3	the	the	DET
asir-1151	68	4	diagonal	diagonal	ADJ
asir-1151	68	5	elements	element	NOUN
asir-1151	68	6	of	of	ADP
asir-1151	68	7	σ	σ	PROPN
asir-1151	68	8	and	and	CCONJ
asir-1151	68	9	,	,	PUNCT
asir-1151	68	10	kkr	kkr	PROPN
asir-1151	68	11	1,	1,	NUM
asir-1151	68	12	...	...	PUNCT
asir-1151	68	13	,k	,k	PUNCT
asir-1151	68	14	m	m	PROPN
asir-1151	68	15	is	be	AUX
asir-1151	68	16	a	a	DET
asir-1151	68	17	k	k	PROPN
asir-1151	68	18	kq	kq	PROPN
asir-1151	68	19	q	q	PROPN
asir-1151	68	20	submatrix	submatrix	NOUN
asir-1151	68	21	.	.	PUNCT
asir-1151	69	1	in	in	ADP
asir-1151	69	2	order	order	NOUN
asir-1151	69	3	to	to	PART
asir-1151	69	4	obtain	obtain	VERB
asir-1151	69	5	the	the	DET
asir-1151	69	6	asymptotic	asymptotic	ADJ
asir-1151	69	7	null	null	ADJ
asir-1151	69	8	distribution	distribution	NOUN
asir-1151	69	9	,	,	PUNCT
asir-1151	69	10	an	an	DET
asir-1151	69	11	assumption	assumption	NOUN
asir-1151	69	12	on	on	ADP
asir-1151	69	13	the	the	DET
asir-1151	69	14	population	population	NOUN
asir-1151	69	15	correlation	correlation	NOUN
asir-1151	69	16	matrix	matrix	NOUN
asir-1151	69	17	is	be	AUX
asir-1151	69	18	made	make	VERB
asir-1151	69	19	as	as	SCONJ
asir-1151	69	20	follows	follow	VERB
asir-1151	69	21	:	:	PUNCT
asir-1151	69	22	as	as	ADP
asir-1151	69	23	p	p	X
asir-1151	69	24			NOUN
asir-1151	69	25	and	and	CCONJ
asir-1151	69	26	,	,	PUNCT
asir-1151	69	27	n	n	PRON
asir-1151	69	28			PROPN
asir-1151	69	29			ADJ
asir-1151	69	30	,	,	PUNCT
asir-1151	69	31	0kl	0kl	NOUN
asir-1151	69	32	r	r	PUNCT
asir-1151	69	33	,	,	PUNCT
asir-1151	69	34	k	k	PROPN
asir-1151	69	35	l	l	NOUN
asir-1151	69	36	,	,	PUNCT
asir-1151	69	37	1	1	NUM
asir-1151	69	38	,	,	PUNCT
asir-1151	69	39	...	...	PUNCT
asir-1151	69	40	,	,	PUNCT
asir-1151	69	41	.k	.k	PUNCT
asir-1151	70	1	l	l	NOUN
asir-1151	70	2	m	m	NOUN
asir-1151	70	3	(	(	PUNCT
asir-1151	70	4	6	6	NUM
asir-1151	70	5	)	)	PUNCT
asir-1151	70	6	the	the	DET
asir-1151	70	7	pooled	pool	VERB
asir-1151	70	8	sample	sample	NOUN
asir-1151	70	9	covariance	covariance	NOUN
asir-1151	70	10	matrix	matrix	NOUN
asir-1151	70	11	s	s	VERB
asir-1151	70	12	p	p	NOUN
asir-1151	70	13	,	,	PUNCT
asir-1151	70	14	defined	define	VERB
asir-1151	70	15	in	in	ADP
asir-1151	70	16	(	(	PUNCT
asir-1151	70	17	3	3	NUM
asir-1151	70	18	)	)	PUNCT
asir-1151	70	19	,	,	PUNCT
asir-1151	70	20	is	be	AUX
asir-1151	70	21	partitioned	partition	VERB
asir-1151	70	22	as	as	ADP
asir-1151	70	23	for	for	ADP
asir-1151	70	24	σ	σ	NOUN
asir-1151	70	25	and	and	CCONJ
asir-1151	70	26	define	define	VERB
asir-1151	70	27	a	a	DET
asir-1151	70	28	block	block	NOUN
asir-1151	70	29	diagonal	diagonal	ADJ
asir-1151	70	30	matrix	matrix	NOUN
asir-1151	70	31	qd	qd	NOUN
asir-1151	70	32	as	as	ADP
asir-1151	70	33	11	11	NUM
asir-1151	70	34	22diag	22diag	NOUN
asir-1151	70	35	(	(	PUNCT
asir-1151	70	36	,	,	PUNCT
asir-1151	70	37	,	,	PUNCT
asir-1151	70	38	...	...	PUNCT
asir-1151	70	39	,	,	PUNCT
asir-1151	70	40	)	)	PUNCT
asir-1151	70	41	q	q	PUNCT
asir-1151	70	42	mmd	mmd	PROPN
asir-1151	70	43	s	s	X
asir-1151	70	44	s	s	X
asir-1151	70	45	s	s	X
asir-1151	70	46	,	,	PUNCT
asir-1151	70	47	where	where	SCONJ
asir-1151	70	48	skk	skk	PROPN
asir-1151	70	49	,	,	PUNCT
asir-1151	70	50	1,	1,	NUM
asir-1151	70	51	...	...	PUNCT
asir-1151	70	52	,k	,k	PUNCT
asir-1151	70	53	m	m	X
asir-1151	70	54	are	be	AUX
asir-1151	70	55	submatrices	submatrice	NOUN
asir-1151	70	56	obtained	obtain	VERB
asir-1151	70	57	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	70	58	applied	apply	VERB
asir-1151	70	59	science	science	NOUN
asir-1151	70	60	and	and	CCONJ
asir-1151	70	61	innovative	innovative	ADJ
asir-1151	70	62	research	research	NOUN
asir-1151	70	63	vol	vol	NOUN
asir-1151	70	64	.	.	PROPN
asir-1151	71	1	1	1	NUM
asir-1151	71	2	,	,	PUNCT
asir-1151	71	3	no	no	INTJ
asir-1151	71	4	.	.	NOUN
asir-1151	71	5	2	2	NUM
asir-1151	71	6	,	,	PUNCT
asir-1151	71	7	2017	2017	NUM
asir-1151	71	8	121	121	NUM
asir-1151	71	9	published	publish	VERB
asir-1151	71	10	by	by	ADP
asir-1151	71	11	scholink	scholink	PROPN
asir-1151	71	12	inc	inc	PROPN
asir-1151	71	13	.	.	PROPN
asir-1151	71	14	from	from	ADP
asir-1151	71	15	the	the	DET
asir-1151	71	16	pooled	pooled	ADJ
asir-1151	71	17	sample	sample	NOUN
asir-1151	71	18	covariance	covariance	NOUN
asir-1151	71	19	matrix	matrix	NOUN
asir-1151	71	20	s	s	VERB
asir-1151	71	21	p	p	NOUN
asir-1151	71	22	,	,	PUNCT
asir-1151	71	23	giving	give	VERB
asir-1151	71	24	11	11	NUM
asir-1151	71	25	22	22	NUM
asir-1151	72	1	.q	.q	PROPN
asir-1151	72	2	mm	mm	PROPN
asir-1151	72	3			NOUN
asir-1151	72	4			PROPN
asir-1151	72	5			PROPN
asir-1151	73	1			PROPN
asir-1151	74	1			PROPN
asir-1151	75	1			INTJ
asir-1151	76	1			PROPN
asir-1151	77	1			INTJ
asir-1151	78	1			PROPN
asir-1151	79	1			INTJ
asir-1151	80	1			PROPN
asir-1151	80	2			PROPN
asir-1151	81	1			PROPN
asir-1151	81	2			NOUN
asir-1151	81	3			PRON
asir-1151	81	4	s	s	PART
asir-1151	81	5	0	0	NUM
asir-1151	81	6	0	0	NUM
asir-1151	81	7	0	0	NUM
asir-1151	82	1	s	s	AUX
asir-1151	82	2	d	d	NOUN
asir-1151	82	3	0	0	NUM
asir-1151	82	4	0	0	NUM
asir-1151	82	5	0	0	NUM
asir-1151	82	6	s	s	NOUN
asir-1151	82	7	(	(	PUNCT
asir-1151	82	8	7	7	NUM
asir-1151	82	9	)	)	PUNCT
asir-1151	82	10	in	in	ADP
asir-1151	82	11	the	the	DET
asir-1151	82	12	case	case	NOUN
asir-1151	82	13	where	where	SCONJ
asir-1151	82	14	the	the	DET
asir-1151	82	15	first	first	ADJ
asir-1151	82	16	1m	1m	NUM
asir-1151	82	17	blocks	block	NOUN
asir-1151	82	18	11	11	NUM
asir-1151	82	19	22	22	NUM
asir-1151	82	20	(	(	PUNCT
asir-1151	82	21	1	1	NUM
asir-1151	82	22	)	)	PUNCT
asir-1151	82	23	(	(	PUNCT
asir-1151	82	24	1	1	NUM
asir-1151	82	25	)	)	PUNCT
asir-1151	82	26	,	,	PUNCT
asir-1151	82	27	,	,	PUNCT
asir-1151	82	28	...	...	PUNCT
asir-1151	82	29	,	,	PUNCT
asir-1151	82	30	m	m	VERB
asir-1151	82	31	m	m	VERB
asir-1151	82	32	s	s	NOUN
asir-1151	82	33	s	s	PART
asir-1151	82	34	s	s	NOUN
asir-1151	82	35	are	be	AUX
asir-1151	82	36	size	size	NOUN
asir-1151	82	37	of	of	ADP
asir-1151	82	38	q	q	NOUN
asir-1151	82	39	,	,	PUNCT
asir-1151	82	40	i.e.	i.e.	X
asir-1151	82	41	,	,	PUNCT
asir-1151	82	42	1	1	NUM
asir-1151	82	43	2	2	NUM
asir-1151	82	44	1	1	NUM
asir-1151	82	45	...	...	PUNCT
asir-1151	82	46	mq	mq	PROPN
asir-1151	82	47	q	q	PROPN
asir-1151	83	1	q	q	PROPN
asir-1151	84	1	q	q	INTJ
asir-1151	85	1			NUM
asir-1151	86	1			ADJ
asir-1151	87	1			ADJ
asir-1151	87	2	and	and	CCONJ
asir-1151	87	3	1	1	NUM
asir-1151	87	4	1	1	NUM
asir-1151	87	5	m	m	NOUN
asir-1151	87	6	mk	mk	NOUN
asir-1151	88	1	k	k	NOUN
asir-1151	88	2	p	p	X
asir-1151	88	3	q	q	X
asir-1151	88	4	q	q	X
asir-1151	88	5			PROPN
asir-1151	88	6			PROPN
asir-1151	88	7			PROPN
asir-1151	88	8			NOUN
asir-1151	88	9	,	,	PUNCT
asir-1151	88	10	the	the	DET
asir-1151	88	11	block	block	NOUN
asir-1151	88	12	size	size	NOUN
asir-1151	88	13	q	q	NOUN
asir-1151	88	14	is	be	AUX
asir-1151	88	15	called	call	VERB
asir-1151	88	16	the	the	DET
asir-1151	88	17	“	"	PUNCT
asir-1151	88	18	common	common	ADJ
asir-1151	88	19	block	block	NOUN
asir-1151	88	20	”	"	PUNCT
asir-1151	88	21	size	size	NOUN
asir-1151	88	22	of	of	ADP
asir-1151	88	23	qd	qd	PROPN
asir-1151	88	24	(	(	PUNCT
asir-1151	88	25	jiamwattanapong	jiamwattanapong	PROPN
asir-1151	88	26	&	&	CCONJ
asir-1151	88	27	chongcharoen	chongcharoen	NOUN
asir-1151	88	28	,	,	PUNCT
asir-1151	88	29	2015	2015	NUM
asir-1151	88	30	)	)	PUNCT
asir-1151	88	31	.	.	PUNCT
asir-1151	89	1	when	when	SCONJ
asir-1151	89	2	3kq	3kq	ADJ
asir-1151	89	3			PUNCT
asir-1151	89	4			NOUN
asir-1151	89	5	,	,	PUNCT
asir-1151	89	6	skk	skk	PROPN
asir-1151	89	7	,	,	PUNCT
asir-1151	89	8	1,	1,	NUM
asir-1151	89	9	...	...	PUNCT
asir-1151	89	10	,k	,k	PUNCT
asir-1151	89	11	m	m	PROPN
asir-1151	89	12	are	be	AUX
asir-1151	89	13	invertible	invertible	ADJ
asir-1151	89	14	(	(	PUNCT
asir-1151	89	15	eaton	eaton	PROPN
asir-1151	89	16	&	&	CCONJ
asir-1151	89	17	perlman	perlman	PROPN
asir-1151	89	18	,	,	PUNCT
asir-1151	89	19	1973	1973	NUM
asir-1151	89	20	)	)	PUNCT
asir-1151	89	21	;	;	PUNCT
asir-1151	89	22	thus	thus	ADV
asir-1151	89	23	,	,	PUNCT
asir-1151	89	24	the	the	DET
asir-1151	89	25	inverse	inverse	NOUN
asir-1151	89	26	of	of	ADP
asir-1151	89	27	qd	qd	NOUN
asir-1151	89	28	can	can	AUX
asir-1151	89	29	be	be	AUX
asir-1151	89	30	obtained	obtain	VERB
asir-1151	89	31	as	as	ADP
asir-1151	89	32	1	1	NUM
asir-1151	89	33	1	1	NUM
asir-1151	89	34	1	1	NUM
asir-1151	89	35	11diag	11diag	NUM
asir-1151	89	36	(	(	PUNCT
asir-1151	89	37	,	,	PUNCT
asir-1151	89	38	...	...	PUNCT
asir-1151	89	39	,	,	PUNCT
asir-1151	89	40	)	)	PUNCT
asir-1151	90	1	q	q	PROPN
asir-1151	91	1	mm	mm	PROPN
asir-1151	91	2			PROPN
asir-1151	91	3			PROPN
asir-1151	91	4	d	d	NOUN
asir-1151	91	5	s	s	PART
asir-1151	91	6	s	s	X
asir-1151	91	7	.	.	PUNCT
asir-1151	92	1	let	let	VERB
asir-1151	92	2	the	the	DET
asir-1151	92	3	statistic	statistic	NOUN
asir-1151	92	4	tn	tn	NOUN
asir-1151	92	5	be	be	AUX
asir-1151	92	6	as	as	ADP
asir-1151	92	7	11	11	NUM
asir-1151	92	8	2	2	NUM
asir-1151	92	9	1	1	NUM
asir-1151	92	10	2	2	NUM
asir-1151	92	11	1	1	NUM
asir-1151	92	12	2	2	NUM
asir-1151	92	13	1	1	NUM
asir-1151	92	14	2	2	NUM
asir-1151	92	15	(	(	PUNCT
asir-1151	92	16	)	)	PUNCT
asir-1151	92	17	(	(	PUNCT
asir-1151	92	18	)	)	PUNCT
asir-1151	92	19	,	,	PUNCT
asir-1151	92	20	x	x	PUNCT
asir-1151	93	1	x	x	PUNCT
asir-1151	93	2	d	d	NOUN
asir-1151	93	3	x	x	X
asir-1151	93	4	xn	xn	PROPN
asir-1151	93	5	q	q	PROPN
asir-1151	93	6	n	n	PROPN
asir-1151	93	7	n	n	ADP
asir-1151	93	8	t	t	PROPN
asir-1151	93	9	n	n	CCONJ
asir-1151	93	10	n	n	ADV
asir-1151	93	11			PROPN
asir-1151	93	12			NOUN
asir-1151	93	13			PROPN
asir-1151	93	14			PROPN
asir-1151	93	15			PROPN
asir-1151	93	16			PROPN
asir-1151	93	17			NUM
asir-1151	93	18			NOUN
asir-1151	93	19	(	(	PUNCT
asir-1151	93	20	8)	8)	NUM
asir-1151	93	21	where	where	SCONJ
asir-1151	93	22	,	,	PUNCT
asir-1151	93	23	xi	xi	PROPN
asir-1151	93	24	1	1	NUM
asir-1151	93	25	,	,	PUNCT
asir-1151	93	26	2i	2i	NUM
asir-1151	93	27			NUM
asir-1151	93	28	defined	define	VERB
asir-1151	93	29	in	in	ADP
asir-1151	93	30	(	(	PUNCT
asir-1151	93	31	1	1	NUM
asir-1151	93	32	)	)	PUNCT
asir-1151	93	33	and	and	CCONJ
asir-1151	93	34	qd	qd	VERB
asir-1151	93	35	in	in	ADP
asir-1151	93	36	(	(	PUNCT
asir-1151	93	37	7	7	NUM
asir-1151	93	38	)	)	PUNCT
asir-1151	93	39	.	.	PUNCT
asir-1151	94	1	the	the	DET
asir-1151	94	2	following	follow	VERB
asir-1151	94	3	theorem	theorem	NOUN
asir-1151	94	4	gives	give	VERB
asir-1151	94	5	the	the	DET
asir-1151	94	6	expectation	expectation	NOUN
asir-1151	94	7	and	and	CCONJ
asir-1151	94	8	variance	variance	NOUN
asir-1151	94	9	of	of	ADP
asir-1151	94	10	the	the	DET
asir-1151	94	11	statistic	statistic	PROPN
asir-1151	94	12	tn	tn	PROPN
asir-1151	94	13	.	.	PUNCT
asir-1151	94	14	theorem	theorem	PROPN
asir-1151	94	15	1	1	NUM
asir-1151	94	16	.	.	PUNCT
asir-1151	95	1	let	let	VERB
asir-1151	95	2	xij	xij	PRON
asir-1151	95	3	,	,	PUNCT
asir-1151	95	4	1,2	1,2	NUM
asir-1151	95	5	,	,	PUNCT
asir-1151	95	6	1	1	NUM
asir-1151	95	7	,	,	PUNCT
asir-1151	95	8	...	...	PUNCT
asir-1151	95	9	,	,	PUNCT
asir-1151	95	10	ii	ii	PROPN
asir-1151	95	11	j	j	PROPN
asir-1151	96	1	n	n	PROPN
asir-1151	96	2			INTJ
asir-1151	96	3	,	,	PUNCT
asir-1151	96	4	be	be	AUX
asir-1151	96	5	independent	independent	ADJ
asir-1151	96	6	p	p	NOUN
asir-1151	96	7	dimensional	dimensional	ADJ
asir-1151	96	8	multivariate	multivariate	NOUN
asir-1151	96	9	normal	normal	ADJ
asir-1151	96	10	random	random	ADJ
asir-1151	96	11	vectors	vector	NOUN
asir-1151	96	12	with	with	ADP
asir-1151	96	13	unknown	unknown	ADJ
asir-1151	96	14	mean	mean	NOUN
asir-1151	96	15	vectors	vector	NOUN
asir-1151	96	16	iμ	iμ	NOUN
asir-1151	96	17	,	,	PUNCT
asir-1151	96	18	1	1	NUM
asir-1151	96	19	,	,	PUNCT
asir-1151	96	20	2i	2i	NOUN
asir-1151	96	21			NUM
asir-1151	96	22	,	,	PUNCT
asir-1151	96	23	and	and	CCONJ
asir-1151	96	24	unknown	unknown	ADJ
asir-1151	96	25	common	common	ADJ
asir-1151	96	26	positive	positive	ADJ
asir-1151	96	27	definite	definite	ADJ
asir-1151	96	28	covariance	covariance	NOUN
asir-1151	96	29	matrix	matrix	NOUN
asir-1151	96	30	σ	σ	NOUN
asir-1151	96	31	.	.	PUNCT
asir-1151	97	1	when	when	SCONJ
asir-1151	97	2	1p	1p	PROPN
asir-1151	97	3	n	n	PROPN
asir-1151	97	4			PROPN
asir-1151	97	5	,	,	PUNCT
asir-1151	97	6	let	let	VERB
asir-1151	97	7	the	the	DET
asir-1151	97	8	sample	sample	NOUN
asir-1151	97	9	mean	mean	VERB
asir-1151	97	10	vectors	vector	NOUN
asir-1151	97	11	,	,	PUNCT
asir-1151	97	12	the	the	DET
asir-1151	97	13	sample	sample	NOUN
asir-1151	97	14	covariance	covariance	NOUN
asir-1151	97	15	matrices	matrix	NOUN
asir-1151	97	16	,	,	PUNCT
asir-1151	97	17	and	and	CCONJ
asir-1151	97	18	the	the	DET
asir-1151	97	19	pooled	pool	VERB
asir-1151	97	20	sample	sample	NOUN
asir-1151	97	21	covariance	covariance	NOUN
asir-1151	97	22	matrix	matrix	NOUN
asir-1151	97	23	be	be	AUX
asir-1151	97	24	defined	define	VERB
asir-1151	97	25	by	by	ADP
asir-1151	97	26	(	(	PUNCT
asir-1151	97	27	1	1	NUM
asir-1151	97	28	)	)	PUNCT
asir-1151	97	29	to	to	ADP
asir-1151	97	30	(	(	PUNCT
asir-1151	97	31	3	3	X
asir-1151	97	32	)	)	PUNCT
asir-1151	97	33	respectively	respectively	ADV
asir-1151	97	34	.	.	PUNCT
asir-1151	98	1	then	then	ADV
asir-1151	98	2	,	,	PUNCT
asir-1151	98	3	under	under	ADP
asir-1151	98	4	assumption	assumption	NOUN
asir-1151	98	5	(	(	PUNCT
asir-1151	98	6	6	6	NUM
asir-1151	98	7	)	)	PUNCT
asir-1151	98	8	,	,	PUNCT
asir-1151	98	9	the	the	DET
asir-1151	98	10	expectation	expectation	NOUN
asir-1151	98	11	and	and	CCONJ
asir-1151	98	12	variance	variance	NOUN
asir-1151	98	13	of	of	ADP
asir-1151	98	14	tn	tn	NOUN
asir-1151	98	15	in	in	ADP
asir-1151	98	16	(	(	PUNCT
asir-1151	98	17	8)	8)	NUM
asir-1151	98	18	are	be	AUX
asir-1151	98	19	,	,	PUNCT
asir-1151	98	20	respectively	respectively	ADV
asir-1151	98	21	,	,	PUNCT
asir-1151	98	22	(	(	PUNCT
asir-1151	98	23	i	i	NOUN
asir-1151	98	24	)	)	PUNCT
asir-1151	98	25			NOUN
asir-1151	98	26			PROPN
asir-1151	98	27	1	1	NUM
asir-1151	98	28	,	,	PUNCT
asir-1151	98	29	1	1	NUM
asir-1151	98	30	m	m	NOUN
asir-1151	98	31	k	k	NOUN
asir-1151	99	1	n	n	PRON
asir-1151	99	2	k	k	PROPN
asir-1151	99	3	k	k	X
asir-1151	99	4	q	q	PUNCT
asir-1151	99	5	e	e	NOUN
asir-1151	99	6	t	t	PROPN
asir-1151	99	7	q	q	PROPN
asir-1151	99	8			PROPN
asir-1151	99	9			VERB
asir-1151	99	10			NOUN
asir-1151	99	11			PROPN
asir-1151	100	1			PROPN
asir-1151	100	2			PROPN
asir-1151	101	1			PROPN
asir-1151	101	2			PROPN
asir-1151	101	3			NUM
asir-1151	101	4			NUM
asir-1151	101	5			PROPN
asir-1151	101	6			PROPN
asir-1151	101	7	(	(	PUNCT
asir-1151	101	8	ii	ii	NOUN
asir-1151	101	9	)	)	PUNCT
asir-1151	101	10			NOUN
asir-1151	102	1			PUNCT
asir-1151	102	2	2	2	NUM
asir-1151	102	3	2	2	NUM
asir-1151	102	4	1	1	NUM
asir-1151	102	5	2	2	NUM
asir-1151	102	6	(	(	PUNCT
asir-1151	102	7	1	1	NUM
asir-1151	102	8	)	)	PUNCT
asir-1151	102	9	.	.	PUNCT
asir-1151	103	1	(	(	PUNCT
asir-1151	103	2	1	1	X
asir-1151	103	3	)	)	PUNCT
asir-1151	103	4	(	(	PUNCT
asir-1151	103	5	3	3	X
asir-1151	103	6	)	)	PUNCT
asir-1151	103	7	m	m	VERB
asir-1151	103	8	k	k	NOUN
asir-1151	104	1	n	n	PRON
asir-1151	105	1	k	k	PROPN
asir-1151	105	2	k	k	PROPN
asir-1151	105	3	k	k	PROPN
asir-1151	105	4	q	q	X
asir-1151	106	1	var	var	NOUN
asir-1151	106	2	t	t	PROPN
asir-1151	106	3	q	q	NOUN
asir-1151	106	4	q	q	PROPN
asir-1151	106	5			INTJ
asir-1151	106	6			NOUN
asir-1151	106	7			PROPN
asir-1151	107	1			PROPN
asir-1151	107	2			PROPN
asir-1151	107	3			PROPN
asir-1151	107	4			NUM
asir-1151	107	5			PROPN
asir-1151	107	6			PROPN
asir-1151	107	7			PROPN
asir-1151	107	8			NOUN
asir-1151	107	9	proof	proof	NOUN
asir-1151	107	10	.	.	PUNCT
asir-1151	108	1	partition	partition	VERB
asir-1151	108	2	the	the	DET
asir-1151	108	3	sample	sample	NOUN
asir-1151	108	4	mean	mean	NOUN
asir-1151	108	5	vectors	vector	NOUN
asir-1151	108	6	ix	ix	X
asir-1151	108	7	,	,	PUNCT
asir-1151	108	8	1	1	NUM
asir-1151	108	9	,	,	PUNCT
asir-1151	108	10	2,i	2,i	PRON
asir-1151	108	11			NUM
asir-1151	108	12	corresponding	correspond	VERB
asir-1151	108	13	to	to	ADP
asir-1151	108	14	the	the	DET
asir-1151	108	15	block	block	NOUN
asir-1151	108	16	sizes	size	NOUN
asir-1151	108	17	in	in	ADP
asir-1151	108	18	qd	qd	PROPN
asir-1151	108	19	,	,	PUNCT
asir-1151	108	20	i.e.	i.e.	X
asir-1151	108	21	,	,	PUNCT
asir-1151	108	22	1	1	NUM
asir-1151	108	23	2	2	NUM
asir-1151	108	24	,	,	PUNCT
asir-1151	109	1	i	i	PRON
asir-1151	110	1	i	i	PRON
asir-1151	111	1	i	i	VERB
asir-1151	112	1	i	i	VERB
asir-1151	112	2	m	m	VERB
asir-1151	112	3			NOUN
asir-1151	113	1			NOUN
asir-1151	113	2			PROPN
asir-1151	114	1			PROPN
asir-1151	115	1			PROPN
asir-1151	116	1			INTJ
asir-1151	117	1			PROPN
asir-1151	118	1			INTJ
asir-1151	119	1			PROPN
asir-1151	120	1			INTJ
asir-1151	121	1			PROPN
asir-1151	121	2			PROPN
asir-1151	122	1			PROPN
asir-1151	122	2			NOUN
asir-1151	122	3			NUM
asir-1151	122	4	x	x	SYM
asir-1151	123	1	x	x	PUNCT
asir-1151	123	2	x	x	SYM
asir-1151	123	3	x	x	SYM
asir-1151	123	4	1	1	NUM
asir-1151	123	5	,	,	PUNCT
asir-1151	123	6	2,i	2,i	NUM
asir-1151	123	7			NUM
asir-1151	123	8	where	where	SCONJ
asir-1151	123	9	ikx	ikx	PROPN
asir-1151	123	10	is	be	AUX
asir-1151	123	11	of	of	ADP
asir-1151	123	12	dimension	dimension	NOUN
asir-1151	123	13	1kq	1kq	ADJ
asir-1151	123	14			NOUN
asir-1151	123	15	,	,	PUNCT
asir-1151	123	16	6kq	6kq	NOUN
asir-1151	123	17			NOUN
asir-1151	123	18			NOUN
asir-1151	123	19	and	and	CCONJ
asir-1151	123	20	1	1	NUM
asir-1151	123	21	m	m	NOUN
asir-1151	123	22	k	k	NOUN
asir-1151	124	1	k	k	NOUN
asir-1151	124	2	q	q	PROPN
asir-1151	125	1	p	p	NOUN
asir-1151	125	2			ADJ
asir-1151	125	3			PROPN
asir-1151	125	4	.	.	PUNCT
asir-1151	126	1	the	the	DET
asir-1151	126	2	statistic	statistic	PROPN
asir-1151	126	3	tn	tn	PROPN
asir-1151	126	4	can	can	AUX
asir-1151	126	5	be	be	AUX
asir-1151	126	6	written	write	VERB
asir-1151	126	7	in	in	ADP
asir-1151	126	8	terms	term	NOUN
asir-1151	126	9	of	of	ADP
asir-1151	126	10	yk	yk	PROPN
asir-1151	126	11	as	as	ADP
asir-1151	126	12	nt	not	PART
asir-1151	126	13	11	11	NUM
asir-1151	126	14	2	2	NUM
asir-1151	126	15	1	1	NUM
asir-1151	126	16	2	2	NUM
asir-1151	126	17	1	1	NUM
asir-1151	126	18	2	2	NUM
asir-1151	126	19	1	1	NUM
asir-1151	126	20	2	2	NUM
asir-1151	126	21	(	(	PUNCT
asir-1151	126	22	)	)	PUNCT
asir-1151	126	23	(	(	PUNCT
asir-1151	126	24	)	)	PUNCT
asir-1151	126	25	q	q	PROPN
asir-1151	126	26	n	n	CCONJ
asir-1151	126	27	n	n	CCONJ
asir-1151	126	28	n	n	CCONJ
asir-1151	126	29	n	n	ADV
asir-1151	126	30			PROPN
asir-1151	126	31			NOUN
asir-1151	126	32			PROPN
asir-1151	126	33			PROPN
asir-1151	127	1			PROPN
asir-1151	127	2			NOUN
asir-1151	127	3			PRON
asir-1151	127	4			PROPN
asir-1151	127	5			PROPN
asir-1151	127	6			ADV
asir-1151	127	7	x	x	PUNCT
asir-1151	127	8	x	x	PUNCT
asir-1151	128	1	d	d	NOUN
asir-1151	128	2	x	x	SYM
asir-1151	128	3	x	x	SYM
asir-1151	128	4	1	1	NUM
asir-1151	128	5	m	m	NOUN
asir-1151	128	6	k	k	NOUN
asir-1151	129	1	k	k	PROPN
asir-1151	129	2	y	y	PROPN
asir-1151	130	1			NUM
asir-1151	130	2			VERB
asir-1151	130	3			NOUN
asir-1151	130	4	,	,	PUNCT
asir-1151	130	5	11	11	NUM
asir-1151	130	6	2	2	NUM
asir-1151	130	7	1	1	NUM
asir-1151	130	8	2	2	NUM
asir-1151	130	9	1	1	NUM
asir-1151	130	10	2	2	NUM
asir-1151	130	11	1	1	NUM
asir-1151	130	12	2	2	NUM
asir-1151	130	13	(	(	PUNCT
asir-1151	130	14	)	)	PUNCT
asir-1151	130	15	(	(	PUNCT
asir-1151	130	16	)	)	PUNCT
asir-1151	131	1	k	k	X
asir-1151	132	1	k	k	PROPN
asir-1151	132	2	k	k	PROPN
asir-1151	132	3	kk	kk	PROPN
asir-1151	132	4	k	k	PROPN
asir-1151	132	5	k	k	PROPN
asir-1151	132	6	n	n	CCONJ
asir-1151	132	7	n	n	CCONJ
asir-1151	132	8	y	y	PROPN
asir-1151	132	9	n	n	CCONJ
asir-1151	132	10	n	n	ADV
asir-1151	132	11			PROPN
asir-1151	132	12			NOUN
asir-1151	132	13			PROPN
asir-1151	132	14			PROPN
asir-1151	132	15			PROPN
asir-1151	132	16			PROPN
asir-1151	132	17			VERB
asir-1151	132	18			NOUN
asir-1151	132	19	x	x	PUNCT
asir-1151	132	20	x	x	X
asir-1151	132	21	s	s	NOUN
asir-1151	132	22	x	x	X
asir-1151	132	23	x	x	X
asir-1151	132	24	.	.	PUNCT
asir-1151	133	1	as	as	SCONJ
asir-1151	133	2	the	the	DET
asir-1151	133	3	statistic	statistic	NOUN
asir-1151	133	4	yk	yk	PROPN
asir-1151	133	5	has	have	AUX
asir-1151	133	6	hotelling	hotelle	VERB
asir-1151	133	7	’s	’s	PART
asir-1151	133	8	t2	t2	NOUN
asir-1151	133	9	distribution	distribution	NOUN
asir-1151	133	10	with	with	ADP
asir-1151	133	11	kq	kq	PROPN
asir-1151	133	12	and	and	CCONJ
asir-1151	133	13	1kq	1kq	NUM
asir-1151	133	14			NOUN
asir-1151	133	15			VERB
asir-1151	133	16	degrees	degree	NOUN
asir-1151	133	17	of	of	ADP
asir-1151	133	18	freedom	freedom	NOUN
asir-1151	133	19	,	,	PUNCT
asir-1151	133	20	it	it	PRON
asir-1151	133	21	can	can	AUX
asir-1151	133	22	also	also	ADV
asir-1151	133	23	be	be	AUX
asir-1151	133	24	converted	convert	VERB
asir-1151	133	25	to	to	ADP
asir-1151	133	26	a	a	DET
asir-1151	133	27	statistic	statistic	NOUN
asir-1151	133	28	of	of	ADP
asir-1151	133	29	the	the	DET
asir-1151	133	30	f	f	PROPN
asir-1151	133	31			NOUN
asir-1151	133	32	distribution	distribution	NOUN
asir-1151	133	33	with	with	ADP
asir-1151	133	34	kq	kq	PROPN
asir-1151	133	35	and	and	CCONJ
asir-1151	133	36	1kq	1kq	NUM
asir-1151	133	37			NOUN
asir-1151	133	38			VERB
asir-1151	133	39	degrees	degree	NOUN
asir-1151	133	40	of	of	ADP
asir-1151	133	41	freedom	freedom	NOUN
asir-1151	133	42	statistic	statistic	NOUN
asir-1151	133	43	as	as	SCONJ
asir-1151	133	44	follows	follow	VERB
asir-1151	133	45	:	:	PUNCT
asir-1151	133	46	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	133	47	applied	apply	VERB
asir-1151	133	48	science	science	NOUN
asir-1151	133	49	and	and	CCONJ
asir-1151	133	50	innovative	innovative	ADJ
asir-1151	133	51	research	research	NOUN
asir-1151	133	52	vol	vol	NOUN
asir-1151	133	53	.	.	PROPN
asir-1151	134	1	1	1	NUM
asir-1151	134	2	,	,	PUNCT
asir-1151	134	3	no	no	INTJ
asir-1151	134	4	.	.	NOUN
asir-1151	134	5	2	2	NUM
asir-1151	134	6	,	,	PUNCT
asir-1151	134	7	2017	2017	NUM
asir-1151	134	8	122	122	NUM
asir-1151	134	9	published	publish	VERB
asir-1151	134	10	by	by	ADP
asir-1151	134	11	scholink	scholink	PROPN
asir-1151	134	12	inc	inc	PROPN
asir-1151	134	13	.	.	PROPN
asir-1151	134	14	,	,	PUNCT
asir-1151	134	15	1	1	NUM
asir-1151	134	16	2	2	NUM
asir-1151	134	17	,	,	PUNCT
asir-1151	134	18	1	1	NUM
asir-1151	134	19	.	.	PUNCT
asir-1151	135	1	1k	1k	NUM
asir-1151	135	2	n	n	PROPN
asir-1151	135	3	q	q	PROPN
asir-1151	136	1	k	k	NOUN
asir-1151	136	2	kk	kk	INTJ
asir-1151	137	1	k	k	PROPN
asir-1151	137	2	k	k	PROPN
asir-1151	137	3	q	q	X
asir-1151	138	1	q	q	X
asir-1151	138	2	q	q	X
asir-1151	138	3	k	k	X
asir-1151	138	4	q	q	X
asir-1151	139	1	y	y	PROPN
asir-1151	139	2	t	t	PROPN
asir-1151	139	3	f	f	PROPN
asir-1151	139	4	q	q	PROPN
asir-1151	139	5			INTJ
asir-1151	139	6			ADJ
asir-1151	139	7			ADJ
asir-1151	139	8			X
asir-1151	139	9			PROPN
asir-1151	139	10			ADJ
asir-1151	139	11			PROPN
asir-1151	139	12			NOUN
asir-1151	139	13			VERB
asir-1151	139	14	by	by	ADP
asir-1151	139	15	applying	apply	VERB
asir-1151	139	16	the	the	DET
asir-1151	139	17	first	first	ADJ
asir-1151	139	18	moment	moment	NOUN
asir-1151	139	19	of	of	ADP
asir-1151	139	20	the	the	DET
asir-1151	139	21	statistic	statistic	NOUN
asir-1151	139	22	f	f	PROPN
asir-1151	139	23	with	with	ADP
asir-1151	139	24	kq	kq	PROPN
asir-1151	139	25	and	and	CCONJ
asir-1151	139	26	1kq	1kq	NUM
asir-1151	139	27			NOUN
asir-1151	139	28			VERB
asir-1151	139	29	degrees	degree	NOUN
asir-1151	139	30	of	of	ADP
asir-1151	139	31	freedom	freedom	NOUN
asir-1151	139	32	,	,	PUNCT
asir-1151	139	33	we	we	PRON
asir-1151	139	34	have	have	AUX
asir-1151	139	35	(	(	PUNCT
asir-1151	139	36	)	)	PUNCT
asir-1151	139	37	ne	ne	PROPN
asir-1151	139	38	t	t	PROPN
asir-1151	139	39	1	1	NUM
asir-1151	139	40	m	m	NOUN
asir-1151	139	41	k	k	NOUN
asir-1151	139	42	k	k	PROPN
asir-1151	139	43	e	e	PROPN
asir-1151	139	44	y	y	PROPN
asir-1151	139	45			PROPN
asir-1151	139	46			NOUN
asir-1151	139	47			NOUN
asir-1151	139	48			PROPN
asir-1151	139	49			NOUN
asir-1151	140	1			DET
asir-1151	140	2			ADJ
asir-1151	140	3			NOUN
asir-1151	140	4	1	1	NUM
asir-1151	140	5	.	.	NOUN
asir-1151	140	6	1	1	NUM
asir-1151	140	7	m	m	NOUN
asir-1151	140	8	k	k	NOUN
asir-1151	141	1	k	k	PROPN
asir-1151	141	2	k	k	X
asir-1151	141	3	q	q	X
asir-1151	141	4	q	q	PROPN
asir-1151	141	5			INTJ
asir-1151	141	6			VERB
asir-1151	141	7			NUM
asir-1151	141	8			NOUN
asir-1151	142	1			PROPN
asir-1151	142	2			NOUN
asir-1151	142	3	by	by	ADP
asir-1151	142	4	assumption	assumption	NOUN
asir-1151	142	5	(	(	PUNCT
asir-1151	142	6	6	6	NUM
asir-1151	142	7	)	)	PUNCT
asir-1151	142	8	,	,	PUNCT
asir-1151	142	9	which	which	PRON
asir-1151	142	10	yj	yj	PROPN
asir-1151	142	11	and	and	CCONJ
asir-1151	142	12	yk	yk	PROPN
asir-1151	142	13	are	be	AUX
asir-1151	142	14	independent	independent	ADJ
asir-1151	142	15	when	when	SCONJ
asir-1151	142	16	,	,	PUNCT
asir-1151	142	17	j	j	PROPN
asir-1151	142	18	k	k	PROPN
asir-1151	142	19	,	,	PUNCT
asir-1151	142	20	1,	1,	NUM
asir-1151	142	21	...	...	PUNCT
asir-1151	142	22	,j	,j	PUNCT
asir-1151	142	23	k	k	X
asir-1151	142	24	m	m	NOUN
asir-1151	142	25	,	,	PUNCT
asir-1151	142	26	the	the	DET
asir-1151	142	27	covariances	covariance	NOUN
asir-1151	142	28	between	between	ADP
asir-1151	142	29	yj	yj	PROPN
asir-1151	142	30	and	and	CCONJ
asir-1151	142	31	yj	yj	PROPN
asir-1151	142	32	are	be	AUX
asir-1151	142	33	zero	zero	NUM
asir-1151	142	34	,	,	PUNCT
asir-1151	142	35	so	so	CCONJ
asir-1151	142	36	when	when	SCONJ
asir-1151	142	37	applying	apply	VERB
asir-1151	142	38	the	the	DET
asir-1151	142	39	second	second	ADJ
asir-1151	142	40	central	central	ADJ
asir-1151	142	41	moment	moment	NOUN
asir-1151	142	42	of	of	ADP
asir-1151	142	43	the	the	DET
asir-1151	142	44	statistic	statistic	NOUN
asir-1151	142	45	f	f	NOUN
asir-1151	142	46	,	,	PUNCT
asir-1151	142	47	we	we	PRON
asir-1151	142	48	have	have	VERB
asir-1151	142	49	the	the	DET
asir-1151	142	50	variance	variance	NOUN
asir-1151	142	51	of	of	ADP
asir-1151	142	52	tn	tn	PROPN
asir-1151	142	53	as	as	ADP
asir-1151	142	54			NOUN
asir-1151	143	1			PROPN
asir-1151	143	2	2	2	NUM
asir-1151	143	3	2	2	NUM
asir-1151	143	4	1	1	NUM
asir-1151	143	5	2	2	NUM
asir-1151	143	6	(	(	PUNCT
asir-1151	143	7	1	1	NUM
asir-1151	143	8	)	)	PUNCT
asir-1151	143	9	.	.	PUNCT
asir-1151	144	1	(	(	PUNCT
asir-1151	144	2	1	1	X
asir-1151	144	3	)	)	PUNCT
asir-1151	144	4	(	(	PUNCT
asir-1151	144	5	3	3	X
asir-1151	144	6	)	)	PUNCT
asir-1151	144	7	m	m	VERB
asir-1151	144	8	k	k	NOUN
asir-1151	145	1	n	n	PRON
asir-1151	146	1	k	k	PROPN
asir-1151	146	2	k	k	PROPN
asir-1151	146	3	k	k	PROPN
asir-1151	146	4	q	q	X
asir-1151	147	1	var	var	NOUN
asir-1151	147	2	t	t	PROPN
asir-1151	147	3	q	q	NOUN
asir-1151	147	4	q	q	PROPN
asir-1151	147	5			INTJ
asir-1151	147	6			NOUN
asir-1151	147	7			PROPN
asir-1151	148	1			PROPN
asir-1151	148	2			PROPN
asir-1151	148	3			PROPN
asir-1151	148	4			PROPN
asir-1151	148	5			PROPN
asir-1151	148	6			VERB
asir-1151	148	7			PROPN
asir-1151	148	8			NOUN
asir-1151	148	9	the	the	DET
asir-1151	148	10	proof	proof	NOUN
asir-1151	148	11	is	be	AUX
asir-1151	148	12	complete	complete	ADJ
asir-1151	148	13	.	.	PUNCT
asir-1151	149	1	we	we	PRON
asir-1151	149	2	propose	propose	VERB
asir-1151	149	3	a	a	DET
asir-1151	149	4	test	test	NOUN
asir-1151	149	5	,	,	PUNCT
asir-1151	149	6	for	for	ADP
asir-1151	149	7	the	the	DET
asir-1151	149	8	hypothesis	hypothesis	NOUN
asir-1151	149	9	problem	problem	NOUN
asir-1151	149	10	1	1	NUM
asir-1151	149	11	2	2	NUM
asir-1151	149	12	:	:	PUNCT
asir-1151	149	13	μ	μ	NOUN
asir-1151	149	14	μh	μh	NUM
asir-1151	149	15			NOUN
asir-1151	149	16	vs.	vs.	ADP
asir-1151	149	17	1	1	NUM
asir-1151	149	18	2	2	NUM
asir-1151	149	19	:	:	PUNCT
asir-1151	149	20	μ	μ	NUM
asir-1151	149	21	μk	μk	PROPN
asir-1151	149	22			PROPN
asir-1151	149	23	,	,	PUNCT
asir-1151	149	24	which	which	PRON
asir-1151	149	25	is	be	AUX
asir-1151	149	26	based	base	VERB
asir-1151	149	27	on	on	ADP
asir-1151	149	28	the	the	DET
asir-1151	149	29	statistic	statistic	PROPN
asir-1151	149	30	tn	tn	PROPN
asir-1151	149	31	as	as	ADP
asir-1151	149	32	1	1	NUM
asir-1151	149	33	1/2	1/2	NUM
asir-1151	149	34	2	2	NUM
asir-1151	149	35	2	2	NUM
asir-1151	149	36	1	1	NUM
asir-1151	149	37	1	1	NUM
asir-1151	149	38	.	.	SYM
asir-1151	149	39	2	2	NUM
asir-1151	149	40	(	(	PUNCT
asir-1151	149	41	1	1	NUM
asir-1151	149	42	)	)	PUNCT
asir-1151	149	43	(	(	PUNCT
asir-1151	149	44	1	1	X
asir-1151	149	45	)	)	PUNCT
asir-1151	149	46	(	(	PUNCT
asir-1151	149	47	3	3	X
asir-1151	149	48	)	)	PUNCT
asir-1151	149	49	m	m	VERB
asir-1151	149	50	k	k	NOUN
asir-1151	149	51	n	n	CCONJ
asir-1151	150	1	k	k	PROPN
asir-1151	150	2	k	k	X
asir-1151	150	3	q	q	X
asir-1151	151	1	m	m	VERB
asir-1151	151	2	k	k	X
asir-1151	152	1	k	k	PROPN
asir-1151	152	2	k	k	PROPN
asir-1151	153	1	k	k	PROPN
asir-1151	153	2	q	q	PROPN
asir-1151	153	3	t	t	PROPN
asir-1151	153	4	q	q	PROPN
asir-1151	153	5	t	t	PROPN
asir-1151	153	6	q	q	NOUN
asir-1151	153	7	q	q	X
asir-1151	153	8	q	q	NOUN
asir-1151	153	9			INTJ
asir-1151	153	10			NOUN
asir-1151	153	11			PROPN
asir-1151	153	12			PROPN
asir-1151	153	13			PROPN
asir-1151	153	14			PROPN
asir-1151	154	1			NUM
asir-1151	155	1			PROPN
asir-1151	155	2			PROPN
asir-1151	155	3			ADJ
asir-1151	155	4			NOUN
asir-1151	155	5			PROPN
asir-1151	155	6			NOUN
asir-1151	155	7			PROPN
asir-1151	155	8			PROPN
asir-1151	155	9			PROPN
asir-1151	155	10			X
asir-1151	155	11			PROPN
asir-1151	155	12			PROPN
asir-1151	155	13			PROPN
asir-1151	155	14			PROPN
asir-1151	155	15			X
asir-1151	155	16			PROPN
asir-1151	155	17			CCONJ
asir-1151	155	18			PROPN
asir-1151	155	19			NOUN
asir-1151	155	20	(	(	PUNCT
asir-1151	155	21	9	9	NUM
asir-1151	155	22	)	)	PUNCT
asir-1151	155	23	the	the	DET
asir-1151	155	24	following	follow	VERB
asir-1151	155	25	theorem	theorem	NOUN
asir-1151	155	26	gives	give	VERB
asir-1151	155	27	the	the	DET
asir-1151	155	28	asymptotic	asymptotic	ADJ
asir-1151	155	29	null	null	ADJ
asir-1151	155	30	distribution	distribution	NOUN
asir-1151	155	31	of	of	ADP
asir-1151	155	32	the	the	DET
asir-1151	155	33	test	test	NOUN
asir-1151	155	34	statistic	statistic	PROPN
asir-1151	155	35	tn	tn	PROPN
asir-1151	155	36	.	.	PUNCT
asir-1151	155	37	theorem	theorem	PROPN
asir-1151	155	38	2	2	NUM
asir-1151	155	39	.	.	PUNCT
asir-1151	155	40	let	let	AUX
asir-1151	155	41	tq	tq	AUX
asir-1151	155	42	be	be	AUX
asir-1151	155	43	defined	define	VERB
asir-1151	155	44	in	in	ADP
asir-1151	155	45	(	(	PUNCT
asir-1151	155	46	9	9	NUM
asir-1151	155	47	)	)	PUNCT
asir-1151	155	48	.	.	PUNCT
asir-1151	156	1	under	under	ADP
asir-1151	156	2	assumption	assumption	NOUN
asir-1151	156	3	(	(	PUNCT
asir-1151	156	4	6	6	NUM
asir-1151	156	5	)	)	PUNCT
asir-1151	156	6	and	and	CCONJ
asir-1151	156	7	under	under	ADP
asir-1151	156	8	the	the	DET
asir-1151	156	9	null	null	ADJ
asir-1151	156	10	hypothesis	hypothesis	NOUN
asir-1151	156	11	1	1	NUM
asir-1151	156	12	2μ	2μ	NUM
asir-1151	156	13	μ	μ	PROPN
asir-1151	156	14	.	.	PUNCT
asir-1151	157	1	then	then	ADV
asir-1151	157	2	(	(	PUNCT
asir-1151	157	3	0,1	0,1	NUM
asir-1151	157	4	)	)	PUNCT
asir-1151	157	5	,	,	PUNCT
asir-1151	157	6	d	d	PROPN
asir-1151	157	7	qt	qt	PROPN
asir-1151	157	8	n	n	PROPN
asir-1151	157	9	where	where	SCONJ
asir-1151	157	10	“	"	PUNCT
asir-1151	157	11	d	d	X
asir-1151	157	12			ADJ
asir-1151	157	13	”	"	PUNCT
asir-1151	157	14	denotes	denote	VERB
asir-1151	157	15	the	the	DET
asir-1151	157	16	convergence	convergence	NOUN
asir-1151	157	17	in	in	ADP
asir-1151	157	18	distribution	distribution	NOUN
asir-1151	157	19	.	.	PUNCT
asir-1151	158	1	proof	proof	NOUN
asir-1151	158	2	.	.	PUNCT
asir-1151	159	1	under	under	ADP
asir-1151	159	2	assumption	assumption	NOUN
asir-1151	159	3	(	(	PUNCT
asir-1151	159	4	6	6	NUM
asir-1151	159	5	)	)	PUNCT
asir-1151	159	6	,	,	PUNCT
asir-1151	159	7	when	when	SCONJ
asir-1151	159	8	n	n	X
asir-1151	159	9	is	be	AUX
asir-1151	159	10	fixed	fix	VERB
asir-1151	159	11	,	,	PUNCT
asir-1151	159	12	the	the	DET
asir-1151	159	13	condition	condition	NOUN
asir-1151	159	14	p	p	NOUN
asir-1151	159	15			NOUN
asir-1151	159	16	is	be	AUX
asir-1151	159	17	equivalent	equivalent	ADJ
asir-1151	159	18	to	to	ADP
asir-1151	159	19	m	m	PROPN
asir-1151	159	20			NOUN
asir-1151	159	21	.	.	PUNCT
asir-1151	160	1	following	follow	VERB
asir-1151	160	2	from	from	ADP
asir-1151	160	3	theorem	theorem	ADJ
asir-1151	160	4	1	1	NUM
asir-1151	160	5	,	,	PUNCT
asir-1151	160	6	as	as	ADP
asir-1151	160	7	6kq	6kq	NOUN
asir-1151	160	8			NOUN
asir-1151	160	9			NOUN
asir-1151	160	10	,	,	PUNCT
asir-1151	160	11	this	this	DET
asir-1151	160	12	satisfies	satisfie	NOUN
asir-1151	160	13	lyapunov	lyapunov	PROPN
asir-1151	160	14	’s	’s	PART
asir-1151	160	15	condition	condition	NOUN
asir-1151	160	16	of	of	ADP
asir-1151	160	17	the	the	DET
asir-1151	160	18	central	central	ADJ
asir-1151	160	19	limit	limit	NOUN
asir-1151	160	20	theorem	theorem	NOUN
asir-1151	160	21	for	for	ADP
asir-1151	160	22	non	non	ADJ
asir-1151	160	23	-	-	ADJ
asir-1151	160	24	identically	identically	ADV
asir-1151	160	25	distributed	distribute	VERB
asir-1151	160	26	random	random	ADJ
asir-1151	160	27	variables	variable	NOUN
asir-1151	160	28	.	.	PUNCT
asir-1151	161	1	thus	thus	ADV
asir-1151	161	2	,	,	PUNCT
asir-1151	161	3	we	we	PRON
asir-1151	161	4	have	have	VERB
asir-1151	161	5	(	(	PUNCT
asir-1151	161	6	)	)	PUNCT
asir-1151	161	7	(	(	PUNCT
asir-1151	161	8	0,1	0,1	NUM
asir-1151	161	9	)	)	PUNCT
asir-1151	161	10	.	.	PUNCT
asir-1151	162	1	(	(	PUNCT
asir-1151	162	2	)	)	PUNCT
asir-1151	162	3	dn	dn	PROPN
asir-1151	162	4	n	n	PROPN
asir-1151	162	5	q	q	NOUN
asir-1151	162	6	n	n	ADV
asir-1151	162	7	t	t	X
asir-1151	162	8	e	e	X
asir-1151	162	9	t	t	PROPN
asir-1151	162	10	t	t	PROPN
asir-1151	162	11	n	n	PROPN
asir-1151	162	12	var	var	PROPN
asir-1151	162	13	t	t	PROPN
asir-1151	162	14			PROPN
asir-1151	162	15			PROPN
asir-1151	162	16			NOUN
asir-1151	162	17	this	this	PRON
asir-1151	162	18	completes	complete	VERB
asir-1151	162	19	the	the	DET
asir-1151	162	20	proof	proof	NOUN
asir-1151	162	21	.	.	PUNCT
asir-1151	163	1	it	it	PRON
asir-1151	163	2	should	should	AUX
asir-1151	163	3	be	be	AUX
asir-1151	163	4	noted	note	VERB
asir-1151	163	5	here	here	ADV
asir-1151	163	6	that	that	SCONJ
asir-1151	163	7	the	the	DET
asir-1151	163	8	test	test	NOUN
asir-1151	163	9	statistic	statistic	NOUN
asir-1151	163	10	tq	tq	ADP
asir-1151	163	11	is	be	AUX
asir-1151	163	12	invariant	invariant	ADJ
asir-1151	163	13	under	under	ADP
asir-1151	163	14	a	a	DET
asir-1151	163	15	group	group	NOUN
asir-1151	163	16	of	of	ADP
asir-1151	163	17	scalar	scalar	ADJ
asir-1151	163	18	transformation	transformation	NOUN
asir-1151	163	19	x	x	NOUN
asir-1151	163	20	dx	dx	NOUN
asir-1151	163	21	,	,	PUNCT
asir-1151	163	22	where	where	SCONJ
asir-1151	163	23	d	d	PROPN
asir-1151	163	24	1diag	1diag	NUM
asir-1151	163	25	(	(	PUNCT
asir-1151	163	26	,	,	PUNCT
asir-1151	163	27	...	...	PUNCT
asir-1151	163	28	,	,	PUNCT
asir-1151	163	29	)	)	PUNCT
asir-1151	163	30	pd	pd	PROPN
asir-1151	163	31	d	d	PROPN
asir-1151	163	32	and	and	CCONJ
asir-1151	163	33	0,id	0,id	NOUN
asir-1151	163	34			NOUN
asir-1151	163	35	for	for	ADP
asir-1151	163	36	all	all	PRON
asir-1151	163	37	,	,	PUNCT
asir-1151	163	38	1,	1,	NUM
asir-1151	163	39	...	...	PUNCT
asir-1151	163	40	,i	,i	PUNCT
asir-1151	163	41	i	i	PRON
asir-1151	163	42	p	p	VERB
asir-1151	163	43	.	.	PUNCT
asir-1151	164	1	for	for	ADP
asir-1151	164	2	this	this	DET
asir-1151	164	3	case	case	NOUN
asir-1151	164	4	of	of	ADP
asir-1151	164	5	two	two	NUM
asir-1151	164	6	-	-	PUNCT
asir-1151	164	7	sample	sample	NOUN
asir-1151	164	8	problems	problem	NOUN
asir-1151	164	9	,	,	PUNCT
asir-1151	164	10	ones	one	NOUN
asir-1151	164	11	may	may	AUX
asir-1151	164	12	have	have	VERB
asir-1151	164	13	little	little	ADJ
asir-1151	164	14	trouble	trouble	NOUN
asir-1151	164	15	to	to	PART
asir-1151	164	16	decide	decide	VERB
asir-1151	164	17	on	on	ADP
asir-1151	164	18	how	how	SCONJ
asir-1151	164	19	large	large	ADJ
asir-1151	164	20	of	of	ADP
asir-1151	164	21	block	block	NOUN
asir-1151	164	22	size	size	NOUN
asir-1151	164	23	should	should	AUX
asir-1151	164	24	be	be	AUX
asir-1151	164	25	.	.	PUNCT
asir-1151	165	1	we	we	PRON
asir-1151	165	2	can	can	AUX
asir-1151	165	3	give	give	VERB
asir-1151	165	4	some	some	DET
asir-1151	165	5	guidance	guidance	NOUN
asir-1151	165	6	when	when	SCONJ
asir-1151	165	7	there	there	PRON
asir-1151	165	8	is	be	VERB
asir-1151	165	9	no	no	DET
asir-1151	165	10	prior	prior	ADJ
asir-1151	165	11	information	information	NOUN
asir-1151	165	12	to	to	PART
asir-1151	165	13	arrange	arrange	VERB
asir-1151	165	14	variables	variable	NOUN
asir-1151	165	15	as	as	ADP
asir-1151	165	16	blocks	block	NOUN
asir-1151	165	17	that	that	PRON
asir-1151	165	18	ones	one	NOUN
asir-1151	165	19	should	should	AUX
asir-1151	165	20	keep	keep	VERB
asir-1151	165	21	maximum	maximum	ADJ
asir-1151	165	22	block	block	NOUN
asir-1151	165	23	size	size	NOUN
asir-1151	165	24	of	of	ADP
asir-1151	165	25	6,kq	6,kq	NUM
asir-1151	165	26			ADJ
asir-1151	165	27			NOUN
asir-1151	165	28	1	1	NUM
asir-1151	165	29	2	2	NUM
asir-1151	165	30	2n	2n	NUM
asir-1151	165	31	n	n	PROPN
asir-1151	165	32			NUM
asir-1151	165	33			ADJ
asir-1151	165	34			NOUN
asir-1151	165	35	.	.	PUNCT
asir-1151	166	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-1151	166	2	applied	apply	VERB
asir-1151	166	3	science	science	NOUN
asir-1151	166	4	and	and	CCONJ
asir-1151	166	5	innovative	innovative	ADJ
asir-1151	166	6	research	research	NOUN
asir-1151	166	7	vol	vol	NOUN
asir-1151	166	8	.	.	PROPN
asir-1151	167	1	1	1	NUM
asir-1151	167	2	,	,	PUNCT
asir-1151	167	3	no	no	INTJ
asir-1151	167	4	.	.	NOUN
asir-1151	167	5	2	2	NUM
asir-1151	167	6	,	,	PUNCT
asir-1151	167	7	2017	2017	NUM
asir-1151	167	8	123	123	NUM
asir-1151	167	9	published	publish	VERB
asir-1151	167	10	by	by	ADP
asir-1151	167	11	scholink	scholink	PROPN
asir-1151	167	12	inc	inc	PROPN
asir-1151	167	13	.	.	PROPN
asir-1151	168	1	3	3	NUM
asir-1151	168	2	.	.	X
asir-1151	168	3	other	other	ADJ
asir-1151	168	4	competing	compete	VERB
asir-1151	168	5	tests	test	NOUN
asir-1151	168	6	in	in	ADP
asir-1151	168	7	this	this	DET
asir-1151	168	8	section	section	NOUN
asir-1151	168	9	,	,	PUNCT
asir-1151	168	10	three	three	NUM
asir-1151	168	11	important	important	ADJ
asir-1151	168	12	tests	test	NOUN
asir-1151	168	13	for	for	ADP
asir-1151	168	14	the	the	DET
asir-1151	168	15	hypothesis	hypothesis	NOUN
asir-1151	168	16	problem	problem	NOUN
asir-1151	168	17	(	(	PUNCT
asir-1151	168	18	4	4	NUM
asir-1151	168	19	)	)	PUNCT
asir-1151	168	20	when	when	SCONJ
asir-1151	168	21	p	p	X
asir-1151	168	22			X
asir-1151	168	23	where	where	SCONJ
asir-1151	168	24	1	1	NUM
asir-1151	168	25	2	2	NUM
asir-1151	168	26	2n	2n	NUM
asir-1151	168	27	n	n	PROPN
asir-1151	168	28			NUM
asir-1151	168	29			ADJ
asir-1151	168	30			PROPN
asir-1151	168	31	are	be	AUX
asir-1151	168	32	discussed	discuss	VERB
asir-1151	168	33	:	:	PUNCT
asir-1151	168	34	dempster	dempster	PROPN
asir-1151	168	35	(	(	PUNCT
asir-1151	168	36	1958	1958	NUM
asir-1151	168	37	)	)	PUNCT
asir-1151	168	38	non	non	ADJ
asir-1151	168	39	-	-	ADJ
asir-1151	168	40	exact	exact	ADJ
asir-1151	168	41	test	test	NOUN
asir-1151	168	42	,	,	PUNCT
asir-1151	168	43	td	td	PROPN
asir-1151	168	44	,	,	PUNCT
asir-1151	168	45	bai	bai	PROPN
asir-1151	168	46	and	and	CCONJ
asir-1151	168	47	saranadasa	saranadasa	PROPN
asir-1151	168	48	(	(	PUNCT
asir-1151	168	49	1996	1996	NUM
asir-1151	168	50	)	)	PUNCT
asir-1151	168	51	test	test	NOUN
asir-1151	168	52	,	,	PUNCT
asir-1151	168	53	tbs	tbs	NOUN
asir-1151	168	54	,	,	PUNCT
asir-1151	168	55	and	and	CCONJ
asir-1151	168	56	srivastava	srivastava	PROPN
asir-1151	168	57	and	and	CCONJ
asir-1151	168	58	du	du	PROPN
asir-1151	168	59	(	(	PUNCT
asir-1151	168	60	2008	2008	NUM
asir-1151	168	61	)	)	PUNCT
asir-1151	168	62	test	test	NOUN
asir-1151	168	63	,	,	PUNCT
asir-1151	168	64	tsd	tsd	PROPN
asir-1151	168	65	.	.	PUNCT
asir-1151	169	1	all	all	PRON
asir-1151	169	2	of	of	ADP
asir-1151	169	3	these	these	DET
asir-1151	169	4	tests	test	NOUN
asir-1151	169	5	can	can	AUX
asir-1151	169	6	be	be	AUX
asir-1151	169	7	considered	consider	VERB
asir-1151	169	8	as	as	SCONJ
asir-1151	169	9	they	they	PRON
asir-1151	169	10	are	be	AUX
asir-1151	169	11	based	base	VERB
asir-1151	169	12	on	on	ADP
asir-1151	169	13	the	the	DET
asir-1151	169	14	same	same	ADJ
asir-1151	169	15	form	form	NOUN
asir-1151	169	16	of	of	ADP
asir-1151	169	17	a	a	DET
asir-1151	169	18	statistic	statistic	NOUN
asir-1151	169	19	d	d	NOUN
asir-1151	169	20	as	as	ADP
asir-1151	169	21	1	1	NUM
asir-1151	169	22	2	2	NUM
asir-1151	169	23	1	1	NUM
asir-1151	169	24	2	2	NUM
asir-1151	169	25	(	(	PUNCT
asir-1151	169	26	)	)	PUNCT
asir-1151	169	27	(	(	PUNCT
asir-1151	169	28	)	)	PUNCT
asir-1151	169	29	x	x	X
asir-1151	169	30	x	x	PUNCT
asir-1151	169	31	a	a	X
asir-1151	169	32	x	x	INTJ
asir-1151	169	33	xd	xd	INTJ
asir-1151	169	34			PROPN
asir-1151	169	35			PROPN
asir-1151	169	36			NOUN
asir-1151	169	37	(	(	PUNCT
asir-1151	169	38	10	10	NUM
asir-1151	169	39	)	)	PUNCT
asir-1151	169	40	where	where	SCONJ
asir-1151	169	41	a	a	PRON
asir-1151	169	42	is	be	AUX
asir-1151	169	43	a	a	DET
asir-1151	169	44	p	p	NOUN
asir-1151	169	45	p	p	NOUN
asir-1151	169	46	matrix	matrix	NOUN
asir-1151	169	47	used	use	VERB
asir-1151	169	48	to	to	PART
asir-1151	169	49	develop	develop	VERB
asir-1151	169	50	such	such	DET
asir-1151	169	51	a	a	DET
asir-1151	169	52	test	test	NOUN
asir-1151	169	53	.	.	PUNCT
asir-1151	170	1	for	for	ADP
asir-1151	170	2	example	example	NOUN
asir-1151	170	3	,	,	PUNCT
asir-1151	170	4	when	when	SCONJ
asir-1151	170	5	a	a	DET
asir-1151	170	6	i	i	PRON
asir-1151	170	7	p	p	VERB
asir-1151	170	8	,	,	PUNCT
asir-1151	170	9	then	then	ADV
asir-1151	170	10	1	1	NUM
asir-1151	170	11	2	2	NUM
asir-1151	170	12	1	1	NUM
asir-1151	170	13	2	2	NUM
asir-1151	170	14	(	(	PUNCT
asir-1151	170	15	)	)	PUNCT
asir-1151	170	16	(	(	PUNCT
asir-1151	170	17	)	)	PUNCT
asir-1151	170	18	x	x	SYM
asir-1151	170	19	x	x	PUNCT
asir-1151	170	20	x	x	X
asir-1151	170	21	xd	xd	INTJ
asir-1151	170	22			PROPN
asir-1151	170	23			PROPN
asir-1151	170	24			NOUN
asir-1151	170	25	which	which	PRON
asir-1151	170	26	this	this	DET
asir-1151	170	27	term	term	NOUN
asir-1151	170	28	is	be	AUX
asir-1151	170	29	appeared	appear	VERB
asir-1151	170	30	in	in	ADP
asir-1151	170	31	the	the	DET
asir-1151	170	32	initial	initial	ADJ
asir-1151	170	33	test	test	NOUN
asir-1151	170	34	,	,	PUNCT
asir-1151	170	35	proposed	propose	VERB
asir-1151	170	36	by	by	ADP
asir-1151	170	37	dempster	dempster	PROPN
asir-1151	170	38	(	(	PUNCT
asir-1151	170	39	1958	1958	NUM
asir-1151	170	40	)	)	PUNCT
asir-1151	170	41	.	.	PUNCT
asir-1151	171	1	the	the	DET
asir-1151	171	2	dempster	dempster	PROPN
asir-1151	171	3	test	test	NOUN
asir-1151	171	4	statistic	statistic	NOUN
asir-1151	171	5	is	be	AUX
asir-1151	171	6	defined	define	VERB
asir-1151	171	7	as	as	ADP
asir-1151	171	8	1	1	NUM
asir-1151	171	9	2	2	NUM
asir-1151	171	10	1	1	NUM
asir-1151	171	11	2	2	NUM
asir-1151	171	12	1	1	NUM
asir-1151	171	13	2	2	NUM
asir-1151	171	14	1	1	NUM
asir-1151	171	15	2	2	NUM
asir-1151	171	16	(	(	PUNCT
asir-1151	171	17	)	)	PUNCT
asir-1151	171	18	(	(	PUNCT
asir-1151	171	19	)	)	PUNCT
asir-1151	171	20	tr	tr	VERB
asir-1151	171	21	(	(	PUNCT
asir-1151	171	22	)	)	PUNCT
asir-1151	171	23	x	x	PUNCT
asir-1151	172	1	x	x	PUNCT
asir-1151	172	2	x	x	PUNCT
asir-1151	172	3	x	x	SYM
asir-1151	172	4	s	s	PROPN
asir-1151	172	5	d	d	X
asir-1151	172	6	p	p	NOUN
asir-1151	172	7	n	n	CCONJ
asir-1151	172	8	n	n	CCONJ
asir-1151	172	9	n	n	CCONJ
asir-1151	172	10	n	n	NOUN
asir-1151	172	11	t	t	PROPN
asir-1151	172	12			NOUN
asir-1151	172	13			PROPN
asir-1151	172	14			PROPN
asir-1151	172	15			PROPN
asir-1151	172	16			PROPN
asir-1151	172	17			NUM
asir-1151	172	18			NOUN
asir-1151	172	19			NUM
asir-1151	172	20	(	(	PUNCT
asir-1151	172	21	11	11	NUM
asir-1151	172	22	)	)	PUNCT
asir-1151	172	23	where	where	SCONJ
asir-1151	172	24	,	,	PUNCT
asir-1151	172	25	1,2xi	1,2xi	NUM
asir-1151	172	26	i	i	PRON
asir-1151	172	27			VERB
asir-1151	172	28	are	be	AUX
asir-1151	172	29	defined	define	VERB
asir-1151	172	30	in	in	ADP
asir-1151	172	31	(	(	PUNCT
asir-1151	172	32	1	1	NUM
asir-1151	172	33	)	)	PUNCT
asir-1151	172	34	and	and	CCONJ
asir-1151	172	35	sp	sp	NOUN
asir-1151	172	36	is	be	AUX
asir-1151	172	37	the	the	DET
asir-1151	172	38	pooled	pooled	ADJ
asir-1151	172	39	sample	sample	NOUN
asir-1151	172	40	covariance	covariance	NOUN
asir-1151	172	41	matrix	matrix	NOUN
asir-1151	172	42	defined	define	VERB
asir-1151	172	43	in	in	ADP
asir-1151	172	44	(	(	PUNCT
asir-1151	172	45	3	3	NUM
asir-1151	172	46	)	)	PUNCT
asir-1151	172	47	.	.	PUNCT
asir-1151	173	1	under	under	ADP
asir-1151	173	2	the	the	DET
asir-1151	173	3	null	null	ADJ
asir-1151	173	4	hypothesis	hypothesis	NOUN
asir-1151	173	5	,	,	PUNCT
asir-1151	173	6	the	the	DET
asir-1151	173	7	statistic	statistic	NOUN
asir-1151	173	8	td	td	NOUN
asir-1151	173	9	can	can	AUX
asir-1151	173	10	be	be	AUX
asir-1151	173	11	approximated	approximate	VERB
asir-1151	173	12	by	by	ADP
asir-1151	173	13	the	the	DET
asir-1151	173	14	f	f	PROPN
asir-1151	173	15			NOUN
asir-1151	173	16	distribution	distribution	NOUN
asir-1151	173	17	with	with	ADP
asir-1151	173	18	ˆ	ˆ	PROPN
asir-1151	173	19	[	[	PUNCT
asir-1151	173	20	]	]	X
asir-1151	173	21	r	r	NOUN
asir-1151	173	22	and	and	CCONJ
asir-1151	173	23	ˆ	ˆ	PROPN
asir-1151	173	24	[	[	PUNCT
asir-1151	173	25	]	]	X
asir-1151	173	26	r	r	ADJ
asir-1151	173	27	degrees	degree	NOUN
asir-1151	173	28	of	of	ADP
asir-1151	173	29	freedom	freedom	NOUN
asir-1151	173	30	,	,	PUNCT
asir-1151	173	31	where	where	SCONJ
asir-1151	173	32	[	[	PUNCT
asir-1151	173	33	]	]	X
asir-1151	173	34	a	a	DET
asir-1151	173	35	denotes	denote	NOUN
asir-1151	173	36	the	the	DET
asir-1151	173	37	largest	large	ADJ
asir-1151	173	38	integer	integer	NOUN
asir-1151	173	39	less	less	ADJ
asir-1151	173	40	than	than	ADP
asir-1151	173	41	or	or	CCONJ
asir-1151	173	42	equal	equal	ADJ
asir-1151	173	43	to	to	ADP
asir-1151	173	44	a	a	PRON
asir-1151	173	45	.	.	PUNCT
asir-1151	174	1	let	let	VERB
asir-1151	174	2	1̂a	1̂a	NUM
asir-1151	174	3	tr	tr	VERB
asir-1151	174	4	(	(	PUNCT
asir-1151	174	5	)	)	PUNCT
asir-1151	174	6	s	s	VERB
asir-1151	174	7	p	p	X
asir-1151	175	1	p	p	X
asir-1151	175	2			PROPN
asir-1151	175	3	and	and	CCONJ
asir-1151	175	4	2â	2â	NUM
asir-1151	175	5	22	22	NUM
asir-1151	175	6	2	2	NUM
asir-1151	175	7	(	(	PUNCT
asir-1151	175	8	tr	tr	VERB
asir-1151	175	9	(	(	PUNCT
asir-1151	175	10	)	)	PUNCT
asir-1151	175	11	)	)	PUNCT
asir-1151	175	12	tr	tr	VERB
asir-1151	175	13	(	(	PUNCT
asir-1151	175	14	)	)	PUNCT
asir-1151	175	15	(	(	PUNCT
asir-1151	175	16	1	1	X
asir-1151	175	17	)	)	PUNCT
asir-1151	175	18	(	(	PUNCT
asir-1151	175	19	2	2	X
asir-1151	175	20	)	)	PUNCT
asir-1151	175	21	p	p	NOUN
asir-1151	175	22	p	p	X
asir-1151	175	23	p	p	X
asir-1151	175	24			ADJ
asir-1151	175	25			NOUN
asir-1151	175	26			PROPN
asir-1151	175	27			PROPN
asir-1151	176	1			PROPN
asir-1151	176	2			NOUN
asir-1151	176	3			NOUN
asir-1151	176	4			PROPN
asir-1151	176	5			NOUN
asir-1151	176	6			NOUN
asir-1151	176	7			VERB
asir-1151	176	8			PROPN
asir-1151	176	9			PROPN
asir-1151	176	10			PROPN
asir-1151	176	11			PROPN
asir-1151	176	12			ADV
asir-1151	176	13	s	s	X
asir-1151	176	14	s	s	X
asir-1151	176	15	where	where	SCONJ
asir-1151	176	16			ADJ
asir-1151	176	17	1	1	NUM
asir-1151	176	18	2	2	NUM
asir-1151	176	19	2n	2n	NUM
asir-1151	176	20	n	n	PROPN
asir-1151	176	21			PUNCT
asir-1151	176	22			PROPN
asir-1151	176	23	,	,	PUNCT
asir-1151	176	24	the	the	DET
asir-1151	176	25	approximate	approximate	ADJ
asir-1151	176	26	degrees	degree	NOUN
asir-1151	176	27	of	of	ADP
asir-1151	176	28	freedom	freedom	NOUN
asir-1151	176	29	of	of	ADP
asir-1151	176	30	the	the	DET
asir-1151	176	31	numerator	numerator	NOUN
asir-1151	176	32	r̂	r̂	PROPN
asir-1151	176	33	can	can	AUX
asir-1151	176	34	be	be	AUX
asir-1151	176	35	obtained	obtain	VERB
asir-1151	176	36	from	from	ADP
asir-1151	176	37	2	2	NUM
asir-1151	176	38	1	1	NUM
asir-1151	176	39	2ˆ	2ˆ	NOUN
asir-1151	176	40	ˆ	ˆ	ADJ
asir-1151	176	41	ˆ/r	ˆ/r	NOUN
asir-1151	176	42	pa	pa	PROPN
asir-1151	176	43	a	a	NOUN
asir-1151	176	44	.	.	PUNCT
asir-1151	177	1	it	it	PRON
asir-1151	177	2	is	be	AUX
asir-1151	177	3	known	know	VERB
asir-1151	177	4	that	that	SCONJ
asir-1151	177	5	under	under	ADP
asir-1151	177	6	particular	particular	ADJ
asir-1151	177	7	conditions	condition	NOUN
asir-1151	177	8	,	,	PUNCT
asir-1151	177	9	dempster	dempster	PROPN
asir-1151	177	10	’s	’s	PART
asir-1151	177	11	test	test	NOUN
asir-1151	177	12	is	be	AUX
asir-1151	177	13	the	the	DET
asir-1151	177	14	uniformly	uniformly	ADV
asir-1151	177	15	most	most	ADV
asir-1151	177	16	powerful	powerful	ADJ
asir-1151	177	17	test	test	NOUN
asir-1151	177	18	when	when	SCONJ
asir-1151	177	19	the	the	DET
asir-1151	177	20	population	population	NOUN
asir-1151	177	21	covariance	covariance	NOUN
asir-1151	177	22	matrix	matrix	VERB
asir-1151	177	23	2	2	NUM
asir-1151	177	24	σ	σ	NOUN
asir-1151	177	25	i	i	NOUN
asir-1151	177	26	where	where	SCONJ
asir-1151	177	27	2	2	NUM
asir-1151	177	28	0	0	NOUN
asir-1151	177	29			VERB
asir-1151	177	30	.	.	PUNCT
asir-1151	178	1	under	under	ADP
asir-1151	178	2	null	null	ADJ
asir-1151	178	3	hypothesis	hypothesis	NOUN
asir-1151	178	4	,	,	PUNCT
asir-1151	178	5	dempster	dempster	PROPN
asir-1151	178	6	’s	’s	PART
asir-1151	178	7	test	test	NOUN
asir-1151	178	8	is	be	AUX
asir-1151	178	9	approximate	approximate	ADJ
asir-1151	178	10	f	f	X
asir-1151	178	11			NOUN
asir-1151	178	12	distribution	distribution	NOUN
asir-1151	178	13	whereas	whereas	SCONJ
asir-1151	178	14	the	the	DET
asir-1151	178	15	following	follow	VERB
asir-1151	178	16	two	two	NUM
asir-1151	178	17	tests	test	NOUN
asir-1151	178	18	,	,	PUNCT
asir-1151	178	19	bai	bai	PROPN
asir-1151	178	20	and	and	CCONJ
asir-1151	178	21	saranadasa	saranadasa	PROPN
asir-1151	178	22	’s	’s	PART
asir-1151	178	23	test	test	NOUN
asir-1151	178	24	,	,	PUNCT
asir-1151	178	25	tbs	tbs	NOUN
asir-1151	178	26	,	,	PUNCT
asir-1151	178	27	and	and	CCONJ
asir-1151	178	28	srivastava	srivastava	PROPN
asir-1151	178	29	and	and	CCONJ
asir-1151	178	30	du	du	PROPN
asir-1151	178	31	’s	’s	PART
asir-1151	178	32	test	test	NOUN
asir-1151	178	33	,	,	PUNCT
asir-1151	178	34	tsd	tsd	PROPN
asir-1151	178	35	,	,	PUNCT
asir-1151	178	36	have	have	VERB
asir-1151	178	37	asymptotic	asymptotic	ADJ
asir-1151	178	38	normality	normality	NOUN
asir-1151	178	39	.	.	PUNCT
asir-1151	179	1	the	the	DET
asir-1151	179	2	test	test	NOUN
asir-1151	179	3	proposed	propose	VERB
asir-1151	179	4	by	by	ADP
asir-1151	179	5	bai	bai	PROPN
asir-1151	179	6	and	and	CCONJ
asir-1151	179	7	saranadasa	saranadasa	PROPN
asir-1151	179	8	(	(	PUNCT
asir-1151	179	9	1996	1996	NUM
asir-1151	179	10	)	)	PUNCT
asir-1151	179	11	is	be	AUX
asir-1151	179	12	given	give	VERB
asir-1151	179	13	by	by	ADP
asir-1151	179	14	bst	bst	PROPN
asir-1151	179	15	1	1	NUM
asir-1151	179	16	2	2	NUM
asir-1151	179	17	1	1	NUM
asir-1151	179	18	2	2	NUM
asir-1151	179	19	1	1	NUM
asir-1151	179	20	2	2	NUM
asir-1151	179	21	1	1	NUM
asir-1151	179	22	2	2	NUM
asir-1151	179	23	1/2	1/2	NUM
asir-1151	179	24	2	2	NUM
asir-1151	179	25	2	2	NUM
asir-1151	179	26	(	(	PUNCT
asir-1151	179	27	)	)	PUNCT
asir-1151	179	28	(	(	PUNCT
asir-1151	179	29	)	)	PUNCT
asir-1151	179	30	tr	tr	VERB
asir-1151	179	31	(	(	PUNCT
asir-1151	179	32	)	)	PUNCT
asir-1151	179	33	tr	tr	VERB
asir-1151	179	34	(	(	PUNCT
asir-1151	179	35	)	)	PUNCT
asir-1151	179	36	2	2	NUM
asir-1151	179	37	(	(	PUNCT
asir-1151	179	38	1	1	NUM
asir-1151	179	39	)	)	PUNCT
asir-1151	179	40	tr	tr	VERB
asir-1151	179	41	(	(	PUNCT
asir-1151	179	42	)	)	PUNCT
asir-1151	179	43	(	(	PUNCT
asir-1151	179	44	1	1	X
asir-1151	179	45	)	)	PUNCT
asir-1151	179	46	(	(	PUNCT
asir-1151	179	47	2	2	NUM
asir-1151	179	48	)	)	PUNCT
asir-1151	179	49	x	x	X
asir-1151	180	1	x	x	PUNCT
asir-1151	180	2	x	x	PUNCT
asir-1151	180	3	x	x	X
asir-1151	180	4	s	s	X
asir-1151	180	5	s	s	X
asir-1151	180	6	s	s	X
asir-1151	180	7	p	p	X
asir-1151	180	8	p	p	PROPN
asir-1151	180	9	p	p	PROPN
asir-1151	180	10	n	n	CCONJ
asir-1151	180	11	n	n	CCONJ
asir-1151	180	12	n	n	CCONJ
asir-1151	180	13	n	n	CCONJ
asir-1151	180	14			ADV
asir-1151	180	15			NOUN
asir-1151	180	16			PROPN
asir-1151	180	17			PROPN
asir-1151	180	18			PROPN
asir-1151	180	19			NOUN
asir-1151	180	20			PROPN
asir-1151	180	21			PROPN
asir-1151	180	22			PROPN
asir-1151	180	23			PROPN
asir-1151	180	24			PROPN
asir-1151	180	25			PROPN
asir-1151	180	26			PROPN
asir-1151	180	27			PROPN
asir-1151	180	28			PROPN
asir-1151	180	29			VERB
asir-1151	180	30			NOUN
asir-1151	180	31			NOUN
asir-1151	180	32			NOUN
asir-1151	180	33			PROPN
asir-1151	180	34			NOUN
asir-1151	180	35			PROPN
asir-1151	180	36			NOUN
asir-1151	180	37			PROPN
asir-1151	180	38			PROPN
asir-1151	180	39	(	(	PUNCT
asir-1151	180	40	12	12	NUM
asir-1151	180	41	)	)	PUNCT
asir-1151	180	42	where	where	SCONJ
asir-1151	180	43			ADJ
asir-1151	180	44	1	1	NUM
asir-1151	180	45	2	2	NUM
asir-1151	180	46	2n	2n	NUM
asir-1151	180	47	n	n	PROPN
asir-1151	180	48			PUNCT
asir-1151	180	49			NOUN
asir-1151	180	50	.	.	PUNCT
asir-1151	181	1	when	when	SCONJ
asir-1151	181	2	considering	consider	VERB
asir-1151	181	3	1	1	NUM
asir-1151	181	4	2	2	NUM
asir-1151	181	5	1	1	NUM
asir-1151	181	6	2	2	NUM
asir-1151	181	7	(	(	PUNCT
asir-1151	181	8	)	)	PUNCT
asir-1151	181	9	(	(	PUNCT
asir-1151	181	10	)	)	PUNCT
asir-1151	181	11	x	x	X
asir-1151	181	12	x	x	PUNCT
asir-1151	181	13	a	a	X
asir-1151	181	14	x	x	INTJ
asir-1151	181	15	xd	xd	INTJ
asir-1151	181	16			PROPN
asir-1151	181	17			PROPN
asir-1151	181	18			NOUN
asir-1151	181	19	,	,	PUNCT
asir-1151	181	20	in	in	ADP
asir-1151	181	21	(	(	PUNCT
asir-1151	181	22	10	10	NUM
asir-1151	181	23	)	)	PUNCT
asir-1151	181	24	,	,	PUNCT
asir-1151	181	25	it	it	PRON
asir-1151	181	26	can	can	AUX
asir-1151	181	27	be	be	AUX
asir-1151	181	28	seen	see	VERB
asir-1151	181	29	that	that	SCONJ
asir-1151	181	30	tbs	tbs	NOUN
asir-1151	181	31	is	be	AUX
asir-1151	181	32	rather	rather	ADV
asir-1151	181	33	similar	similar	ADJ
asir-1151	181	34	to	to	ADP
asir-1151	181	35	dempster	dempster	PROPN
asir-1151	181	36	’s	’s	PART
asir-1151	181	37	td	td	NOUN
asir-1151	181	38	test	test	NOUN
asir-1151	181	39	in	in	ADP
asir-1151	181	40	such	such	DET
asir-1151	181	41	a	a	DET
asir-1151	181	42	way	way	NOUN
asir-1151	181	43	that	that	PRON
asir-1151	181	44	both	both	PRON
asir-1151	181	45	of	of	ADP
asir-1151	181	46	them	they	PRON
asir-1151	181	47	also	also	ADV
asir-1151	181	48	use	use	VERB
asir-1151	181	49	a	a	DET
asir-1151	181	50	i	i	PRON
asir-1151	181	51	p	p	VERB
asir-1151	181	52	in	in	ADP
asir-1151	181	53	their	their	PRON
asir-1151	181	54	statistics	statistic	NOUN
asir-1151	181	55	but	but	CCONJ
asir-1151	181	56	bai	bai	PROPN
asir-1151	181	57	and	and	CCONJ
asir-1151	181	58	saranadasa	saranadasa	NOUN
asir-1151	181	59	derived	derive	VERB
asir-1151	181	60	their	their	PRON
asir-1151	181	61	statistic	statistic	ADJ
asir-1151	181	62	tbs	tbs	NOUN
asir-1151	181	63	to	to	ADP
asir-1151	181	64	a	a	DET
asir-1151	181	65	standard	standard	ADJ
asir-1151	181	66	normal	normal	ADJ
asir-1151	181	67	distribution	distribution	NOUN
asir-1151	181	68	instead	instead	ADV
asir-1151	181	69	of	of	ADP
asir-1151	181	70	approximating	approximate	VERB
asir-1151	181	71	it	it	PRON
asir-1151	181	72	by	by	ADP
asir-1151	181	73	an	an	DET
asir-1151	181	74	f	f	PROPN
asir-1151	181	75			NOUN
asir-1151	181	76	distribution	distribution	NOUN
asir-1151	181	77	,	,	PUNCT
asir-1151	181	78	like	like	ADP
asir-1151	181	79	dempster	dempster	PROPN
asir-1151	181	80	non	non	ADJ
asir-1151	181	81	-	-	ADJ
asir-1151	181	82	exact	exact	ADJ
asir-1151	181	83	test	test	NOUN
asir-1151	181	84	.	.	PUNCT
asir-1151	182	1	it	it	PRON
asir-1151	182	2	is	be	AUX
asir-1151	182	3	also	also	ADV
asir-1151	182	4	noted	note	VERB
asir-1151	182	5	here	here	ADV
asir-1151	182	6	that	that	SCONJ
asir-1151	182	7	both	both	DET
asir-1151	182	8	dempster	dempster	PROPN
asir-1151	182	9	’s	’s	PART
asir-1151	182	10	test	test	NOUN
asir-1151	182	11	and	and	CCONJ
asir-1151	182	12	bai	bai	PROPN
asir-1151	182	13	and	and	CCONJ
asir-1151	182	14	saranadasa	saranadasa	PROPN
asir-1151	182	15	’s	’s	PART
asir-1151	182	16	test	test	NOUN
asir-1151	182	17	are	be	AUX
asir-1151	182	18	invariant	invariant	ADJ
asir-1151	182	19	under	under	ADP
asir-1151	182	20	orthogonal	orthogonal	ADJ
asir-1151	182	21	transformation	transformation	NOUN
asir-1151	182	22	,	,	PUNCT
asir-1151	182	23	x	x	PROPN
asir-1151	182	24	qxc	qxc	NOUN
asir-1151	182	25	0c	0c	NOUN
asir-1151	182	26			NOUN
asir-1151	182	27	and	and	CCONJ
asir-1151	182	28	q	q	NOUN
asir-1151	182	29	q	q	X
asir-1151	183	1	i	i	PRON
asir-1151	183	2	p	p	VERB
asir-1151	183	3			PRON
asir-1151	183	4	.	.	PUNCT
asir-1151	184	1	the	the	DET
asir-1151	184	2	other	other	ADJ
asir-1151	184	3	influential	influential	ADJ
asir-1151	184	4	test	test	NOUN
asir-1151	184	5	,	,	PUNCT
asir-1151	184	6	presented	present	VERB
asir-1151	184	7	by	by	ADP
asir-1151	184	8	srivastava	srivastava	PROPN
asir-1151	184	9	and	and	CCONJ
asir-1151	184	10	du	du	PROPN
asir-1151	184	11	(	(	PUNCT
asir-1151	184	12	2008	2008	NUM
asir-1151	184	13	)	)	PUNCT
asir-1151	184	14	,	,	PUNCT
asir-1151	184	15	is	be	AUX
asir-1151	184	16	based	base	VERB
asir-1151	184	17	on	on	ADP
asir-1151	184	18	the	the	DET
asir-1151	184	19	statistic	statistic	PROPN
asir-1151	184	20	tsd	tsd	PROPN
asir-1151	184	21	as	as	SCONJ
asir-1151	184	22	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	184	23	applied	apply	VERB
asir-1151	184	24	science	science	NOUN
asir-1151	184	25	and	and	CCONJ
asir-1151	184	26	innovative	innovative	ADJ
asir-1151	184	27	research	research	NOUN
asir-1151	184	28	vol	vol	NOUN
asir-1151	184	29	.	.	PROPN
asir-1151	185	1	1	1	NUM
asir-1151	185	2	,	,	PUNCT
asir-1151	185	3	no	no	INTJ
asir-1151	185	4	.	.	NOUN
asir-1151	185	5	2	2	NUM
asir-1151	185	6	,	,	PUNCT
asir-1151	185	7	2017	2017	NUM
asir-1151	185	8	124	124	NUM
asir-1151	185	9	published	publish	VERB
asir-1151	185	10	by	by	ADP
asir-1151	185	11	scholink	scholink	PROPN
asir-1151	185	12	inc	inc	PROPN
asir-1151	185	13	.	.	PUNCT
asir-1151	186	1	sdt	sdt	PROPN
asir-1151	186	2	11	11	NUM
asir-1151	186	3	2	2	NUM
asir-1151	186	4	1	1	NUM
asir-1151	186	5	2	2	NUM
asir-1151	186	6	1	1	NUM
asir-1151	186	7	2	2	NUM
asir-1151	186	8	1	1	NUM
asir-1151	186	9	2	2	NUM
asir-1151	186	10	1/2	1/2	NUM
asir-1151	186	11	2	2	NUM
asir-1151	186	12	2	2	NUM
asir-1151	186	13	,	,	PUNCT
asir-1151	186	14	(	(	PUNCT
asir-1151	186	15	)	)	PUNCT
asir-1151	186	16	(	(	PUNCT
asir-1151	186	17	)	)	PUNCT
asir-1151	186	18	2	2	NUM
asir-1151	186	19	,	,	PUNCT
asir-1151	186	20	2	2	NUM
asir-1151	186	21	tr	tr	VERB
asir-1151	186	22	(	(	PUNCT
asir-1151	186	23	)	)	PUNCT
asir-1151	186	24	x	x	PUNCT
asir-1151	187	1	x	x	PUNCT
asir-1151	187	2	d	d	NOUN
asir-1151	187	3	x	x	X
asir-1151	187	4	x	x	SYM
asir-1151	187	5	r	r	NOUN
asir-1151	187	6	sd	sd	ADP
asir-1151	187	7	p	p	NOUN
asir-1151	187	8	n	n	CCONJ
asir-1151	187	9	n	n	CCONJ
asir-1151	187	10	n	n	CCONJ
asir-1151	187	11	p	p	NOUN
asir-1151	187	12	n	n	CCONJ
asir-1151	187	13	n	n	PROPN
asir-1151	187	14	p	p	NOUN
asir-1151	187	15	c	c	X
asir-1151	187	16			PROPN
asir-1151	187	17			PROPN
asir-1151	187	18			PUNCT
asir-1151	188	1			PROPN
asir-1151	188	2			PROPN
asir-1151	188	3			PROPN
asir-1151	188	4			PROPN
asir-1151	188	5			PROPN
asir-1151	188	6			PROPN
asir-1151	188	7			VERB
asir-1151	188	8			NOUN
asir-1151	188	9			PROPN
asir-1151	188	10			PROPN
asir-1151	188	11			PROPN
asir-1151	188	12			PROPN
asir-1151	188	13			PROPN
asir-1151	188	14			NOUN
asir-1151	188	15			X
asir-1151	189	1			X
asir-1151	189	2			X
asir-1151	189	3			NOUN
asir-1151	189	4			PROPN
asir-1151	189	5			PROPN
asir-1151	189	6	(	(	PUNCT
asir-1151	189	7	13	13	NUM
asir-1151	189	8	)	)	PUNCT
asir-1151	189	9	where	where	SCONJ
asir-1151	189	10	1	1	NUM
asir-1151	189	11	2	2	NUM
asir-1151	189	12	2n	2n	NUM
asir-1151	189	13	n	n	PROPN
asir-1151	189	14			NUM
asir-1151	189	15			ADJ
asir-1151	189	16			NOUN
asir-1151	189	17	,	,	PUNCT
asir-1151	189	18	2	2	NUM
asir-1151	189	19	3/2	3/2	NUM
asir-1151	189	20	,	,	PUNCT
asir-1151	189	21	1	1	NUM
asir-1151	189	22	tr	tr	VERB
asir-1151	189	23	(	(	PUNCT
asir-1151	189	24	)	)	PUNCT
asir-1151	189	25	/p	/p	PUNCT
asir-1151	190	1	nc	nc	PROPN
asir-1151	190	2	p	p	PROPN
asir-1151	190	3			PROPN
asir-1151	190	4	r	r	NOUN
asir-1151	190	5	,	,	PUNCT
asir-1151	190	6	1	1	NUM
asir-1151	190	7	dsd	dsd	PROPN
asir-1151	190	8			X
asir-1151	190	9	=	=	PUNCT
asir-1151	190	10	11diag(1/	11diag(1/	NUM
asir-1151	190	11	,	,	PUNCT
asir-1151	190	12	...	...	PUNCT
asir-1151	190	13	,	,	PUNCT
asir-1151	190	14	1/	1/	NUM
asir-1151	190	15	)	)	PUNCT
asir-1151	190	16	pps	pps	PROPN
asir-1151	190	17	s	s	PART
asir-1151	190	18	,	,	PUNCT
asir-1151	190	19	sii	sii	PROPN
asir-1151	190	20	are	be	AUX
asir-1151	190	21	diagonal	diagonal	ADJ
asir-1151	190	22	elements	element	NOUN
asir-1151	190	23	of	of	ADP
asir-1151	190	24	.	.	PUNCT
asir-1151	191	1	sp	sp	ADP
asir-1151	191	2	like	like	ADP
asir-1151	191	3	tbs	tbs	NOUN
asir-1151	191	4	,	,	PUNCT
asir-1151	191	5	the	the	DET
asir-1151	191	6	test	test	NOUN
asir-1151	191	7	statistic	statistic	NOUN
asir-1151	191	8	tsd	tsd	PROPN
asir-1151	191	9	has	have	VERB
asir-1151	191	10	asymptotic	asymptotic	ADJ
asir-1151	191	11	normality	normality	NOUN
asir-1151	191	12	under	under	ADP
asir-1151	191	13	the	the	DET
asir-1151	191	14	null	null	ADJ
asir-1151	191	15	hypothesis	hypothesis	NOUN
asir-1151	191	16	.	.	PUNCT
asir-1151	192	1	it	it	PRON
asir-1151	192	2	can	can	AUX
asir-1151	192	3	be	be	AUX
asir-1151	192	4	seen	see	VERB
asir-1151	192	5	that	that	SCONJ
asir-1151	192	6	the	the	DET
asir-1151	192	7	test	test	NOUN
asir-1151	192	8	tsd	tsd	PROPN
asir-1151	192	9	is	be	AUX
asir-1151	192	10	developed	develop	VERB
asir-1151	192	11	by	by	ADP
asir-1151	192	12	applying	apply	VERB
asir-1151	192	13	1	1	NUM
asir-1151	192	14	a	a	DET
asir-1151	192	15	dsd	dsd	PROPN
asir-1151	192	16			PROPN
asir-1151	192	17	in	in	ADP
asir-1151	192	18	(	(	PUNCT
asir-1151	192	19	10	10	NUM
asir-1151	192	20	)	)	PUNCT
asir-1151	192	21	to	to	PART
asir-1151	192	22	keep	keep	VERB
asir-1151	192	23	the	the	DET
asir-1151	192	24	information	information	NOUN
asir-1151	192	25	more	more	ADV
asir-1151	192	26	from	from	ADP
asir-1151	192	27	the	the	DET
asir-1151	192	28	diagonal	diagonal	ADJ
asir-1151	192	29	elements	element	NOUN
asir-1151	192	30	of	of	ADP
asir-1151	192	31	the	the	DET
asir-1151	192	32	pooled	pool	VERB
asir-1151	192	33	sample	sample	NOUN
asir-1151	192	34	covariance	covariance	NOUN
asir-1151	192	35	matrix	matrix	NOUN
asir-1151	192	36	.	.	PUNCT
asir-1151	193	1	the	the	DET
asir-1151	193	2	test	test	NOUN
asir-1151	193	3	tsd	tsd	PROPN
asir-1151	193	4	performs	perform	VERB
asir-1151	193	5	well	well	ADV
asir-1151	193	6	when	when	SCONJ
asir-1151	193	7	2	2	NUM
asir-1151	193	8	,	,	PUNCT
asir-1151	193	9	pσ	pσ	NOUN
asir-1151	193	10	i	i	NOUN
asir-1151	193	11	2	2	NUM
asir-1151	193	12	0	0	NUM
asir-1151	193	13			ADJ
asir-1151	193	14	,	,	PUNCT
asir-1151	193	15	particularly	particularly	ADV
asir-1151	193	16	for	for	ADP
asir-1151	193	17	dimension	dimension	NOUN
asir-1151	193	18	and	and	CCONJ
asir-1151	193	19	sample	sample	NOUN
asir-1151	193	20	size	size	NOUN
asir-1151	193	21	large	large	ADJ
asir-1151	193	22	.	.	PUNCT
asir-1151	194	1	4	4	X
asir-1151	194	2	.	.	X
asir-1151	194	3	simulation	simulation	NOUN
asir-1151	194	4	study	study	VERB
asir-1151	194	5	the	the	DET
asir-1151	194	6	performance	performance	NOUN
asir-1151	194	7	of	of	ADP
asir-1151	194	8	the	the	DET
asir-1151	194	9	proposed	propose	VERB
asir-1151	194	10	test	test	NOUN
asir-1151	194	11	was	be	AUX
asir-1151	194	12	evaluated	evaluate	VERB
asir-1151	194	13	through	through	ADP
asir-1151	194	14	a	a	DET
asir-1151	194	15	simulation	simulation	NOUN
asir-1151	194	16	study	study	NOUN
asir-1151	194	17	and	and	CCONJ
asir-1151	194	18	also	also	ADV
asir-1151	194	19	it	it	PRON
asir-1151	194	20	was	be	AUX
asir-1151	194	21	compared	compare	VERB
asir-1151	194	22	with	with	ADP
asir-1151	194	23	those	those	PRON
asir-1151	194	24	of	of	ADP
asir-1151	194	25	the	the	DET
asir-1151	194	26	three	three	NUM
asir-1151	194	27	tests	test	NOUN
asir-1151	194	28	in	in	ADP
asir-1151	194	29	the	the	DET
asir-1151	194	30	literature	literature	NOUN
asir-1151	194	31	:	:	PUNCT
asir-1151	194	32	td	td	NOUN
asir-1151	194	33	(	(	PUNCT
asir-1151	194	34	dempster	dempster	PROPN
asir-1151	194	35	,	,	PUNCT
asir-1151	194	36	1958	1958	NUM
asir-1151	194	37	)	)	PUNCT
asir-1151	194	38	,	,	PUNCT
asir-1151	194	39	tbs	tbs	NOUN
asir-1151	194	40	(	(	PUNCT
asir-1151	194	41	bai	bai	PROPN
asir-1151	194	42	&	&	CCONJ
asir-1151	194	43	saranadasa	saranadasa	PROPN
asir-1151	194	44	,	,	PUNCT
asir-1151	194	45	1996	1996	NUM
asir-1151	194	46	)	)	PUNCT
asir-1151	194	47	and	and	CCONJ
asir-1151	194	48	tsd	tsd	PROPN
asir-1151	194	49	(	(	PUNCT
asir-1151	194	50	srivastava	srivastava	PROPN
asir-1151	194	51	&	&	CCONJ
asir-1151	194	52	du	du	PROPN
asir-1151	194	53	,	,	PUNCT
asir-1151	194	54	2008	2008	NUM
asir-1151	194	55	)	)	PUNCT
asir-1151	194	56	.	.	PUNCT
asir-1151	195	1	attained	attain	VERB
asir-1151	195	2	significance	significance	NOUN
asir-1151	195	3	level	level	NOUN
asir-1151	195	4	and	and	CCONJ
asir-1151	195	5	the	the	DET
asir-1151	195	6	empirical	empirical	ADJ
asir-1151	195	7	power	power	NOUN
asir-1151	195	8	of	of	ADP
asir-1151	195	9	the	the	DET
asir-1151	195	10	four	four	NUM
asir-1151	195	11	test	test	NOUN
asir-1151	195	12	statistics	statistic	NOUN
asir-1151	195	13	were	be	AUX
asir-1151	195	14	evaluated	evaluate	VERB
asir-1151	195	15	and	and	CCONJ
asir-1151	195	16	four	four	NUM
asir-1151	195	17	forms	form	NOUN
asir-1151	195	18	of	of	ADP
asir-1151	195	19	population	population	NOUN
asir-1151	195	20	covariance	covariance	NOUN
asir-1151	195	21	matrices	matrix	NOUN
asir-1151	195	22	were	be	AUX
asir-1151	195	23	studied	study	VERB
asir-1151	195	24	.	.	PUNCT
asir-1151	196	1	the	the	DET
asir-1151	196	2	attained	attain	VERB
asir-1151	196	3	significance	significance	NOUN
asir-1151	196	4	level	level	NOUN
asir-1151	196	5	and	and	CCONJ
asir-1151	196	6	the	the	DET
asir-1151	196	7	empirical	empirical	ADJ
asir-1151	196	8	power	power	NOUN
asir-1151	196	9	are	be	AUX
asir-1151	196	10	defined	define	VERB
asir-1151	196	11	first	first	ADV
asir-1151	196	12	as	as	SCONJ
asir-1151	196	13	follows	follow	VERB
asir-1151	196	14	.	.	PUNCT
asir-1151	197	1	4.1	4.1	NUM
asir-1151	197	2	attained	attain	VERB
asir-1151	197	3	significance	significance	NOUN
asir-1151	197	4	level	level	NOUN
asir-1151	197	5	(	(	PUNCT
asir-1151	197	6	asl	asl	NOUN
asir-1151	197	7	)	)	PUNCT
asir-1151	197	8	and	and	CCONJ
asir-1151	197	9	empirical	empirical	ADJ
asir-1151	197	10	power	power	NOUN
asir-1151	197	11	let	let	VERB
asir-1151	197	12	1z	1z	NOUN
asir-1151	197	13			CCONJ
asir-1151	197	14	be	be	AUX
asir-1151	197	15	the	the	DET
asir-1151	197	16	100(1	100(1	NUM
asir-1151	197	17	)	)	PUNCT
asir-1151	197	18	%	%	NOUN
asir-1151	197	19			NOUN
asir-1151	198	1	quantile	quantile	NOUN
asir-1151	198	2	of	of	ADP
asir-1151	198	3	the	the	DET
asir-1151	198	4	asymptotic	asymptotic	ADJ
asir-1151	198	5	null	null	ADJ
asir-1151	198	6	distribution	distribution	NOUN
asir-1151	198	7	of	of	ADP
asir-1151	198	8	the	the	DET
asir-1151	198	9	test	test	NOUN
asir-1151	198	10	statistic	statistic	PROPN
asir-1151	198	11	t	t	PROPN
asir-1151	198	12	,	,	PUNCT
asir-1151	198	13	e.g.	e.g.	ADV
asir-1151	198	14	,	,	PUNCT
asir-1151	198	15	t	t	PROPN
asir-1151	198	16	=	=	PUNCT
asir-1151	198	17	tq	tq	ADP
asir-1151	198	18	,	,	PUNCT
asir-1151	198	19	then	then	ADV
asir-1151	198	20	1z	1z	NUM
asir-1151	199	1			NUM
asir-1151	199	2	is	be	AUX
asir-1151	199	3	the	the	DET
asir-1151	199	4	100(1	100(1	NUM
asir-1151	199	5	)	)	PUNCT
asir-1151	199	6	%	%	NOUN
asir-1151	199	7			NOUN
asir-1151	199	8	quantile	quantile	NOUN
asir-1151	199	9	of	of	ADP
asir-1151	199	10	the	the	DET
asir-1151	199	11	standard	standard	ADJ
asir-1151	199	12	normal	normal	ADJ
asir-1151	199	13	distribution	distribution	NOUN
asir-1151	199	14	(	(	PUNCT
asir-1151	199	15	0,1)n	0,1)n	X
asir-1151	199	16	with	with	ADP
asir-1151	199	17	m	m	PROPN
asir-1151	199	18	iterations	iteration	NOUN
asir-1151	199	19	of	of	ADP
asir-1151	199	20	the	the	DET
asir-1151	199	21	datasets	dataset	NOUN
asir-1151	199	22	simulated	simulate	VERB
asir-1151	199	23	under	under	ADP
asir-1151	199	24	the	the	DET
asir-1151	199	25	null	null	ADJ
asir-1151	199	26	hypothesis	hypothesis	NOUN
asir-1151	199	27	.	.	PUNCT
asir-1151	200	1	also	also	ADV
asir-1151	200	2	let	let	VERB
asir-1151	200	3	ˆ	ˆ	NOUN
asir-1151	200	4	ˆ	ˆ	ADP
asir-1151	200	5	[	[	X
asir-1151	200	6	]	]	X
asir-1151	200	7	,	,	PUNCT
asir-1151	200	8	[	[	PUNCT
asir-1151	200	9	]	]	X
asir-1151	200	10	,	,	PUNCT
asir-1151	200	11	1r	1r	NUM
asir-1151	200	12	rf	rf	NOUN
asir-1151	200	13			NOUN
asir-1151	200	14			PUNCT
asir-1151	200	15	be	be	AUX
asir-1151	200	16	the	the	DET
asir-1151	200	17	100(1	100(1	NUM
asir-1151	200	18	)	)	PUNCT
asir-1151	200	19	%	%	NOUN
asir-1151	200	20			NOUN
asir-1151	201	1	quantile	quantile	NOUN
asir-1151	201	2	of	of	ADP
asir-1151	201	3	the	the	DET
asir-1151	201	4	approximate	approximate	ADJ
asir-1151	201	5	null	null	ADJ
asir-1151	201	6	distribution	distribution	NOUN
asir-1151	201	7	of	of	ADP
asir-1151	201	8	dempster	dempster	PROPN
asir-1151	201	9	’s	’s	PART
asir-1151	201	10	test	test	NOUN
asir-1151	201	11	statistic	statistic	PROPN
asir-1151	201	12	td	td	PROPN
asir-1151	201	13	.	.	PUNCT
asir-1151	202	1	the	the	DET
asir-1151	202	2	asl	asl	NOUN
asir-1151	202	3	for	for	ADP
asir-1151	202	4	the	the	DET
asir-1151	202	5	three	three	NUM
asir-1151	202	6	tests	test	NOUN
asir-1151	202	7	tbs	tbs	ADJ
asir-1151	202	8	,	,	PUNCT
asir-1151	202	9	tsd	tsd	PROPN
asir-1151	202	10	and	and	CCONJ
asir-1151	202	11	tq	tq	ADV
asir-1151	202	12	is	be	AUX
asir-1151	202	13	computed	compute	VERB
asir-1151	202	14	as	as	ADP
asir-1151	202	15	asl	asl	PROPN
asir-1151	202	16	1number	1number	NUM
asir-1151	202	17	of	of	ADP
asir-1151	202	18	ht	ht	PROPN
asir-1151	202	19	z	z	PROPN
asir-1151	202	20	rep	rep	PROPN
asir-1151	202	21			PROPN
asir-1151	202	22			PROPN
asir-1151	202	23	and	and	CCONJ
asir-1151	202	24	that	that	PRON
asir-1151	202	25	for	for	ADP
asir-1151	202	26	td	td	NOUN
asir-1151	202	27	is	be	AUX
asir-1151	202	28	as	as	SCONJ
asir-1151	202	29	asl	asl	PROPN
asir-1151	202	30	ˆ	ˆ	NOUN
asir-1151	202	31	ˆ	ˆ	PROPN
asir-1151	202	32	[	[	X
asir-1151	202	33	]	]	X
asir-1151	202	34	,	,	PUNCT
asir-1151	202	35	[	[	PUNCT
asir-1151	202	36	]	]	X
asir-1151	202	37	,	,	PUNCT
asir-1151	202	38	1number	1number	NUM
asir-1151	202	39	of	of	ADP
asir-1151	202	40	,	,	PUNCT
asir-1151	202	41	h	h	NOUN
asir-1151	203	1	r	r	NOUN
asir-1151	203	2	rt	rt	PROPN
asir-1151	203	3	f	f	PROPN
asir-1151	203	4	rep	rep	PROPN
asir-1151	203	5			PROPN
asir-1151	203	6			PROPN
asir-1151	203	7			PROPN
asir-1151	203	8	where	where	SCONJ
asir-1151	203	9	th	th	X
asir-1151	203	10	represents	represent	VERB
asir-1151	203	11	the	the	DET
asir-1151	203	12	values	value	NOUN
asir-1151	203	13	of	of	ADP
asir-1151	203	14	the	the	DET
asir-1151	203	15	test	test	NOUN
asir-1151	203	16	statistic	statistic	PROPN
asir-1151	203	17	t	t	PROPN
asir-1151	203	18	based	base	VERB
asir-1151	203	19	on	on	ADP
asir-1151	203	20	the	the	DET
asir-1151	203	21	datasets	dataset	NOUN
asir-1151	203	22	generated	generate	VERB
asir-1151	203	23	under	under	ADP
asir-1151	203	24	the	the	DET
asir-1151	203	25	null	null	ADJ
asir-1151	203	26	hypothesis	hypothesis	NOUN
asir-1151	203	27	and	and	CCONJ
asir-1151	203	28	rep	rep	NOUN
asir-1151	203	29	is	be	AUX
asir-1151	203	30	the	the	DET
asir-1151	203	31	number	number	NOUN
asir-1151	203	32	of	of	ADP
asir-1151	203	33	iterations	iteration	NOUN
asir-1151	203	34	in	in	ADP
asir-1151	203	35	the	the	DET
asir-1151	203	36	simulation	simulation	NOUN
asir-1151	203	37	.	.	PUNCT
asir-1151	204	1	the	the	DET
asir-1151	204	2	nominal	nominal	ADJ
asir-1151	204	3	significance	significance	NOUN
asir-1151	204	4	level	level	NOUN
asir-1151	204	5			NOUN
asir-1151	204	6	=	=	SYM
asir-1151	204	7	0.05	0.05	NUM
asir-1151	204	8	was	be	AUX
asir-1151	204	9	chosen	choose	VERB
asir-1151	204	10	throughout	throughout	ADP
asir-1151	204	11	the	the	DET
asir-1151	204	12	simulation	simulation	NOUN
asir-1151	204	13	.	.	PUNCT
asir-1151	205	1	as	as	SCONJ
asir-1151	205	2	the	the	DET
asir-1151	205	3	asl	asl	NOUN
asir-1151	205	4	is	be	AUX
asir-1151	205	5	approximately	approximately	ADV
asir-1151	205	6	distributed	distribute	VERB
asir-1151	205	7	as	as	ADP
asir-1151	205	8	the	the	DET
asir-1151	205	9	binomial	binomial	ADJ
asir-1151	205	10	distribution	distribution	NOUN
asir-1151	205	11	b(10000	b(10000	NOUN
asir-1151	205	12	,	,	PUNCT
asir-1151	205	13	0,05	0,05	NOUN
asir-1151	205	14	)	)	PUNCT
asir-1151	205	15	,	,	PUNCT
asir-1151	205	16	so	so	CCONJ
asir-1151	205	17	the	the	DET
asir-1151	205	18	standard	standard	ADJ
asir-1151	205	19	deviation	deviation	NOUN
asir-1151	205	20	is	be	AUX
asir-1151	205	21	estimated	estimate	VERB
asir-1151	205	22	by	by	ADP
asir-1151	205	23	(	(	PUNCT
asir-1151	205	24	asl)se	asl)se	NOUN
asir-1151	205	25	0.05(0.95	0.05(0.95	NOUN
asir-1151	205	26	)	)	PUNCT
asir-1151	205	27	/10,000	/10,000	PUNCT
asir-1151	206	1	0.00218	0.00218	NUM
asir-1151	206	2	.	.	PUNCT
asir-1151	207	1	the	the	DET
asir-1151	207	2	empirical	empirical	ADJ
asir-1151	207	3	power	power	NOUN
asir-1151	207	4	was	be	AUX
asir-1151	207	5	obtained	obtain	VERB
asir-1151	207	6	by	by	ADP
asir-1151	207	7	generating	generate	VERB
asir-1151	207	8	datasets	dataset	NOUN
asir-1151	207	9	under	under	ADP
asir-1151	207	10	the	the	DET
asir-1151	207	11	alternative	alternative	ADJ
asir-1151	207	12	hypothesis	hypothesis	NOUN
asir-1151	207	13	with	with	ADP
asir-1151	207	14	rep	rep	NOUN
asir-1151	207	15	=	=	PROPN
asir-1151	207	16	10,000	10,000	NUM
asir-1151	207	17	replications	replication	NOUN
asir-1151	207	18	,	,	PUNCT
asir-1151	207	19	followed	follow	VERB
asir-1151	207	20	by	by	ADP
asir-1151	207	21	computing	compute	VERB
asir-1151	207	22	the	the	DET
asir-1151	207	23	empirical	empirical	ADJ
asir-1151	207	24	power	power	NOUN
asir-1151	207	25	as	as	ADP
asir-1151	207	26	empirical	empirical	ADJ
asir-1151	207	27	power	power	NOUN
asir-1151	207	28	number	number	NOUN
asir-1151	207	29	of	of	ADP
asir-1151	207	30	,	,	PUNCT
asir-1151	207	31	kt	kt	PROPN
asir-1151	207	32	c	c	PROPN
asir-1151	207	33	rep	rep	PROPN
asir-1151	208	1			PROPN
asir-1151	208	2			PROPN
asir-1151	208	3	where	where	SCONJ
asir-1151	208	4	tk	tk	PROPN
asir-1151	208	5	represents	represent	VERB
asir-1151	208	6	the	the	DET
asir-1151	208	7	values	value	NOUN
asir-1151	208	8	of	of	ADP
asir-1151	208	9	the	the	DET
asir-1151	208	10	test	test	NOUN
asir-1151	208	11	statistic	statistic	PROPN
asir-1151	208	12	t	t	PROPN
asir-1151	208	13	based	base	VERB
asir-1151	208	14	on	on	ADP
asir-1151	208	15	the	the	DET
asir-1151	208	16	datasets	dataset	NOUN
asir-1151	208	17	generated	generate	VERB
asir-1151	208	18	under	under	ADP
asir-1151	208	19	the	the	DET
asir-1151	208	20	alternative	alternative	ADJ
asir-1151	208	21	hypothesis	hypothesis	NOUN
asir-1151	208	22	and	and	CCONJ
asir-1151	208	23	c	c	PROPN
asir-1151	208	24	equals	equal	VERB
asir-1151	208	25	1z	1z	NUM
asir-1151	208	26			ADJ
asir-1151	208	27	or	or	CCONJ
asir-1151	208	28	ˆ	ˆ	NOUN
asir-1151	208	29	ˆ	ˆ	PROPN
asir-1151	208	30	[	[	X
asir-1151	208	31	]	]	X
asir-1151	208	32	,	,	PUNCT
asir-1151	208	33	[	[	PUNCT
asir-1151	208	34	]	]	X
asir-1151	208	35	,	,	PUNCT
asir-1151	208	36	1r	1r	NUM
asir-1151	208	37	rf	rf	NOUN
asir-1151	208	38			NOUN
asir-1151	208	39			X
asir-1151	208	40	,	,	PUNCT
asir-1151	208	41	as	as	SCONJ
asir-1151	208	42	defined	define	VERB
asir-1151	208	43	previously	previously	ADV
asir-1151	208	44	.	.	PUNCT
asir-1151	209	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-1151	209	2	applied	apply	VERB
asir-1151	209	3	science	science	NOUN
asir-1151	209	4	and	and	CCONJ
asir-1151	209	5	innovative	innovative	ADJ
asir-1151	209	6	research	research	NOUN
asir-1151	209	7	vol	vol	NOUN
asir-1151	209	8	.	.	PROPN
asir-1151	210	1	1	1	NUM
asir-1151	210	2	,	,	PUNCT
asir-1151	210	3	no	no	INTJ
asir-1151	210	4	.	.	NOUN
asir-1151	210	5	2	2	NUM
asir-1151	210	6	,	,	PUNCT
asir-1151	210	7	2017	2017	NUM
asir-1151	210	8	125	125	NUM
asir-1151	210	9	published	publish	VERB
asir-1151	210	10	by	by	ADP
asir-1151	210	11	scholink	scholink	PROPN
asir-1151	210	12	inc	inc	PROPN
asir-1151	210	13	.	.	PROPN
asir-1151	210	14	4.2	4.2	NUM
asir-1151	210	15	parameter	parameter	NOUN
asir-1151	210	16	selection	selection	NOUN
asir-1151	210	17	the	the	DET
asir-1151	210	18	mean	mean	ADJ
asir-1151	210	19	vectors	vector	NOUN
asir-1151	210	20	for	for	ADP
asir-1151	210	21	the	the	DET
asir-1151	210	22	null	null	ADJ
asir-1151	210	23	hypothesis	hypothesis	NOUN
asir-1151	210	24	are	be	AUX
asir-1151	210	25	1	1	NUM
asir-1151	210	26	2	2	NUM
asir-1151	210	27	(	(	PUNCT
asir-1151	210	28	0,	0,	NOUN
asir-1151	210	29	...	...	PUNCT
asir-1151	210	30	,0)	,0)	PUNCT
asir-1151	210	31	μ	μ	ADV
asir-1151	210	32	μ	μ	NOUN
asir-1151	210	33	and	and	CCONJ
asir-1151	210	34	those	those	PRON
asir-1151	210	35	for	for	ADP
asir-1151	210	36	the	the	DET
asir-1151	210	37	alternative	alternative	ADJ
asir-1151	210	38	hypothesis	hypothesis	NOUN
asir-1151	210	39	are	be	AUX
asir-1151	210	40	1μ	1μ	NUM
asir-1151	210	41	(	(	PUNCT
asir-1151	210	42	0,	0,	NUM
asir-1151	210	43	...	...	PUNCT
asir-1151	210	44	,0)	,0)	PUNCT
asir-1151	210	45	and	and	CCONJ
asir-1151	210	46	2μ	2μ	NUM
asir-1151	210	47	1	1	NUM
asir-1151	210	48	2	2	NUM
asir-1151	210	49	(	(	PUNCT
asir-1151	210	50	,	,	PUNCT
asir-1151	210	51	,	,	PUNCT
asir-1151	210	52	...	...	PUNCT
asir-1151	210	53	,	,	PUNCT
asir-1151	210	54	)	)	PUNCT
asir-1151	210	55	p	p	PROPN
asir-1151	210	56			PROPN
asir-1151	210	57			NOUN
asir-1151	211	1			PRON
asir-1151	211	2	2	2	NUM
asir-1151	211	3	1	1	NUM
asir-1151	211	4	,	,	PUNCT
asir-1151	211	5	k	k	PROPN
asir-1151	211	6			PROPN
asir-1151	211	7	0	0	NUM
asir-1151	211	8	,	,	PUNCT
asir-1151	211	9	2	2	NUM
asir-1151	211	10	(	(	PUNCT
asir-1151	211	11	1.0	1.0	NUM
asir-1151	211	12	,	,	PUNCT
asir-1151	211	13	0.5	0.5	NUM
asir-1151	211	14	)	)	PUNCT
asir-1151	211	15	,	,	PUNCT
asir-1151	211	16	iid	iid	VERB
asir-1151	211	17	k	k	PROPN
asir-1151	211	18	u	u	PROPN
asir-1151	211	19			PROPN
asir-1151	211	20			PROPN
asir-1151	211	21	1,2	1,2	NUM
asir-1151	211	22	,	,	PUNCT
asir-1151	211	23	...	...	PUNCT
asir-1151	211	24	,	,	PUNCT
asir-1151	211	25	/	/	SYM
asir-1151	211	26	2k	2k	NUM
asir-1151	211	27	p	p	NOUN
asir-1151	211	28	.	.	PUNCT
asir-1151	212	1	four	four	NUM
asir-1151	212	2	forms	form	NOUN
asir-1151	212	3	of	of	ADP
asir-1151	212	4	population	population	NOUN
asir-1151	212	5	covariance	covariance	NOUN
asir-1151	212	6	matrix	matrix	NOUN
asir-1151	212	7	are	be	AUX
asir-1151	212	8	included	include	VERB
asir-1151	212	9	in	in	ADP
asir-1151	212	10	these	these	DET
asir-1151	212	11	simulations	simulation	NOUN
asir-1151	212	12	:	:	PUNCT
asir-1151	212	13	1	1	X
asir-1151	212	14	)	)	PUNCT
asir-1151	212	15	1	1	NUM
asir-1151	212	16	,	,	PUNCT
asir-1151	212	17	σ	σ	NOUN
asir-1151	212	18	i	i	PRON
asir-1151	212	19	p	p	VERB
asir-1151	212	20	2	2	NUM
asir-1151	212	21	)	)	PUNCT
asir-1151	212	22	2σ	2σ	NOUN
asir-1151	212	23	11diag	11diag	NUM
asir-1151	212	24	(	(	PUNCT
asir-1151	212	25	,	,	PUNCT
asir-1151	212	26	...	...	PUNCT
asir-1151	212	27	,	,	PUNCT
asir-1151	212	28	)	)	PUNCT
asir-1151	212	29	mm	mm	PROPN
asir-1151	212	30	σ	σ	PROPN
asir-1151	212	31	σ	σ	PROPN
asir-1151	212	32	,	,	PUNCT
asir-1151	212	33	where	where	SCONJ
asir-1151	212	34	σkk	σkk	NOUN
asir-1151	212	35	(	(	PUNCT
asir-1151	212	36	1	1	NUM
asir-1151	212	37	)	)	PUNCT
asir-1151	212	38	,	,	PUNCT
asir-1151	212	39	c	c	PROPN
asir-1151	212	40	c	c	PROPN
asir-1151	212	41			PROPN
asir-1151	212	42			ADV
asir-1151	212	43	i	i	NOUN
asir-1151	212	44	11	11	NUM
asir-1151	212	45	0.8c	0.8c	NUM
asir-1151	212	46			NUM
asir-1151	212	47	and	and	CCONJ
asir-1151	212	48	1	1	NUM
asir-1151	212	49	is	be	AUX
asir-1151	212	50	a	a	DET
asir-1151	212	51	vector	vector	NOUN
asir-1151	212	52	of	of	ADP
asir-1151	212	53	1	1	NUM
asir-1151	212	54	’s	’s	NOUN
asir-1151	212	55	,	,	PUNCT
asir-1151	212	56	,	,	PUNCT
asir-1151	212	57	1	1	NUM
asir-1151	212	58	,	,	PUNCT
asir-1151	212	59	...	...	PUNCT
asir-1151	212	60	,	,	PUNCT
asir-1151	212	61	1σkk	1σkk	X
asir-1151	212	62	k	k	X
asir-1151	212	63	m	m	PROPN
asir-1151	212	64			PROPN
asir-1151	212	65	are	be	AUX
asir-1151	212	66	of	of	ADP
asir-1151	212	67	dimension	dimension	NOUN
asir-1151	212	68	,	,	PUNCT
asir-1151	212	69	q	q	NOUN
asir-1151	212	70	and	and	CCONJ
asir-1151	212	71	the	the	DET
asir-1151	212	72	last	last	ADJ
asir-1151	212	73	block	block	NOUN
asir-1151	212	74	is	be	AUX
asir-1151	212	75	mq	mq	NOUN
asir-1151	212	76	,	,	PUNCT
asir-1151	212	77	where	where	SCONJ
asir-1151	212	78	(	(	PUNCT
asir-1151	212	79	1	1	X
asir-1151	212	80	)	)	PUNCT
asir-1151	212	81	mp	mp	NOUN
asir-1151	212	82	m	m	PROPN
asir-1151	212	83	q	q	ADJ
asir-1151	212	84	q	q	ADJ
asir-1151	212	85			NOUN
asir-1151	212	86			NOUN
asir-1151	212	87	,	,	PUNCT
asir-1151	212	88	3	3	X
asir-1151	212	89	)	)	PUNCT
asir-1151	212	90	3σ	3σ	NUM
asir-1151	212	91	1/2	1/2	NUM
asir-1151	212	92	1/2	1/2	NUM
asir-1151	212	93			PROPN
asir-1151	212	94			NOUN
asir-1151	212	95	d	d	PROPN
asir-1151	212	96	dr	dr	PROPN
asir-1151	212	97	,	,	PUNCT
asir-1151	212	98	where	where	SCONJ
asir-1151	212	99	1/2	1/2	NUM
asir-1151	212	100	1diag	1diag	NUM
asir-1151	212	101	(	(	PUNCT
asir-1151	212	102	,	,	PUNCT
asir-1151	212	103	...	...	PUNCT
asir-1151	212	104	,	,	PUNCT
asir-1151	212	105	)	)	PUNCT
asir-1151	212	106	p	p	PROPN
asir-1151	212	107			X
asir-1151	212	108	d	d	PROPN
asir-1151	212	109	,	,	PUNCT
asir-1151	212	110	i	i	NOUN
asir-1151	212	111	12	12	NUM
asir-1151	212	112	(	(	PUNCT
asir-1151	212	113	1	1	NUM
asir-1151	212	114	)	)	PUNCT
asir-1151	212	115	(	(	PUNCT
asir-1151	212	116	1	1	X
asir-1151	212	117	)	)	PUNCT
asir-1151	212	118	/i	/i	PUNCT
asir-1151	213	1	p	p	X
asir-1151	213	2	i	i	PROPN
asir-1151	213	3	p	p	PROPN
asir-1151	213	4			PUNCT
asir-1151	213	5			PROPN
asir-1151	213	6			PROPN
asir-1151	213	7			PUNCT
asir-1151	213	8	and	and	CCONJ
asir-1151	213	9	11diag	11diag	NUM
asir-1151	213	10	(	(	PUNCT
asir-1151	213	11	,	,	PUNCT
asir-1151	213	12	...	...	PUNCT
asir-1151	213	13	,	,	PUNCT
asir-1151	213	14	)	)	PUNCT
asir-1151	213	15	mmr	mmr	VERB
asir-1151	213	16	r	r	NOUN
asir-1151	213	17	r	r	NOUN
asir-1151	213	18	,	,	PUNCT
asir-1151	213	19	where	where	SCONJ
asir-1151	213	20	(	(	PUNCT
asir-1151	213	21	)	)	PUNCT
asir-1151	213	22	,	,	PUNCT
asir-1151	213	23	kk	kk	PROPN
asir-1151	213	24	ijr	ijr	PROPN
asir-1151	213	25	(	(	PUNCT
asir-1151	213	26	1	1	NUM
asir-1151	213	27	)	)	PUNCT
asir-1151	213	28	(	(	PUNCT
asir-1151	213	29	)	)	PUNCT
asir-1151	214	1	i	i	PRON
asir-1151	214	2	ji	ji	PROPN
asir-1151	215	1	j	j	PROPN
asir-1151	215	2	ij	ij	PROPN
asir-1151	215	3	c	c	NOUN
asir-1151	215	4			PRON
asir-1151	215	5			PROPN
asir-1151	215	6	,	,	PUNCT
asir-1151	215	7	,	,	PUNCT
asir-1151	215	8	1	1	NUM
asir-1151	215	9	,	,	PUNCT
asir-1151	215	10	...	...	PUNCT
asir-1151	215	11	,	,	PUNCT
asir-1151	215	12	ii	ii	PROPN
asir-1151	215	13	j	j	PROPN
asir-1151	215	14	q	q	PROPN
asir-1151	215	15	and	and	CCONJ
asir-1151	215	16	0.9c	0.9c	NUM
asir-1151	215	17			NOUN
asir-1151	215	18	,	,	PUNCT
asir-1151	215	19	and	and	CCONJ
asir-1151	215	20	4	4	X
asir-1151	215	21	)	)	PUNCT
asir-1151	215	22	4σ	4σ	NUM
asir-1151	215	23	1/2	1/2	NUM
asir-1151	215	24	1/2	1/2	NUM
asir-1151	215	25			PROPN
asir-1151	215	26			NOUN
asir-1151	215	27	d	d	PROPN
asir-1151	215	28	dr	dr	PROPN
asir-1151	215	29	,	,	PUNCT
asir-1151	215	30	where	where	SCONJ
asir-1151	215	31	4σ	4σ	NOUN
asir-1151	215	32	are	be	AUX
asir-1151	215	33	formed	form	VERB
asir-1151	215	34	as	as	ADP
asir-1151	215	35	in	in	ADP
asir-1151	215	36	the	the	DET
asir-1151	215	37	third	third	ADJ
asir-1151	215	38	case	case	NOUN
asir-1151	215	39	except	except	SCONJ
asir-1151	215	40	that	that	SCONJ
asir-1151	215	41	the	the	DET
asir-1151	215	42	blocks	block	NOUN
asir-1151	215	43	in	in	ADP
asir-1151	215	44	r	r	NOUN
asir-1151	215	45	are	be	AUX
asir-1151	215	46	of	of	ADP
asir-1151	215	47	five	five	NUM
asir-1151	215	48	different	different	ADJ
asir-1151	215	49	sizes	size	NOUN
asir-1151	215	50	and	and	CCONJ
asir-1151	215	51	these	these	DET
asir-1151	215	52	blocks	block	NOUN
asir-1151	215	53	are	be	AUX
asir-1151	215	54	randomly	randomly	ADV
asir-1151	215	55	located	locate	VERB
asir-1151	215	56	on	on	ADP
asir-1151	215	57	the	the	DET
asir-1151	215	58	diagonal	diagonal	NOUN
asir-1151	215	59	.	.	PUNCT
asir-1151	216	1	the	the	DET
asir-1151	216	2	simulations	simulation	NOUN
asir-1151	216	3	were	be	AUX
asir-1151	216	4	studied	study	VERB
asir-1151	216	5	at	at	ADP
asir-1151	216	6	(	(	PUNCT
asir-1151	216	7	p	p	X
asir-1151	216	8	,	,	PUNCT
asir-1151	216	9	ni	ni	PROPN
asir-1151	216	10	)	)	PUNCT
asir-1151	216	11	=	=	PUNCT
asir-1151	217	1	(	(	PUNCT
asir-1151	217	2	60,20	60,20	NOUN
asir-1151	217	3	)	)	PUNCT
asir-1151	217	4	,	,	PUNCT
asir-1151	217	5	(	(	PUNCT
asir-1151	217	6	100,20	100,20	NUM
asir-1151	217	7	)	)	PUNCT
asir-1151	217	8	,	,	PUNCT
asir-1151	217	9	(	(	PUNCT
asir-1151	217	10	100,40	100,40	NUM
asir-1151	217	11	)	)	PUNCT
asir-1151	217	12	,	,	PUNCT
asir-1151	217	13	(	(	PUNCT
asir-1151	217	14	200,20	200,20	NOUN
asir-1151	217	15	)	)	PUNCT
asir-1151	217	16	,	,	PUNCT
asir-1151	217	17	(	(	PUNCT
asir-1151	217	18	200,40	200,40	NUM
asir-1151	217	19	)	)	PUNCT
asir-1151	217	20	,	,	PUNCT
asir-1151	217	21	(	(	PUNCT
asir-1151	217	22	200,60	200,60	NUM
asir-1151	217	23	)	)	PUNCT
asir-1151	217	24	,	,	PUNCT
asir-1151	217	25	(	(	PUNCT
asir-1151	217	26	400,20	400,20	NUM
asir-1151	217	27	)	)	PUNCT
asir-1151	217	28	,	,	PUNCT
asir-1151	217	29	(	(	PUNCT
asir-1151	217	30	400,40	400,40	NOUN
asir-1151	217	31	)	)	PUNCT
asir-1151	217	32	,	,	PUNCT
asir-1151	217	33	and	and	CCONJ
asir-1151	217	34	(	(	PUNCT
asir-1151	217	35	400,60	400,60	NUM
asir-1151	217	36	)	)	PUNCT
asir-1151	217	37	.	.	PUNCT
asir-1151	218	1	i	i	PRON
asir-1151	218	2	=	=	NOUN
asir-1151	218	3	1,2	1,2	NUM
asir-1151	218	4	.	.	PUNCT
asir-1151	219	1	for	for	ADP
asir-1151	219	2	each	each	DET
asir-1151	219	3	combination	combination	NOUN
asir-1151	219	4	of	of	ADP
asir-1151	219	5	the	the	DET
asir-1151	219	6	data	data	NOUN
asir-1151	219	7	dimension	dimension	NOUN
asir-1151	219	8	(	(	PUNCT
asir-1151	219	9	p	p	NOUN
asir-1151	219	10	)	)	PUNCT
asir-1151	219	11	and	and	CCONJ
asir-1151	219	12	sample	sample	NOUN
asir-1151	219	13	size	size	NOUN
asir-1151	219	14	(	(	PUNCT
asir-1151	219	15	ni	ni	NOUN
asir-1151	219	16	)	)	PUNCT
asir-1151	219	17	,	,	PUNCT
asir-1151	219	18	the	the	DET
asir-1151	219	19	proposed	propose	VERB
asir-1151	219	20	statistic	statistic	NOUN
asir-1151	219	21	tq	tq	INTJ
asir-1151	219	22	was	be	AUX
asir-1151	219	23	computed	compute	VERB
asir-1151	219	24	for	for	ADP
asir-1151	219	25	the	the	DET
asir-1151	219	26	chosen	choose	VERB
asir-1151	219	27	common	common	ADJ
asir-1151	219	28	block	block	NOUN
asir-1151	219	29	size	size	NOUN
asir-1151	219	30	(	(	PUNCT
asir-1151	219	31	q	q	NOUN
asir-1151	219	32	)	)	PUNCT
asir-1151	219	33	of	of	ADP
asir-1151	219	34	6	6	NUM
asir-1151	219	35			NOUN
asir-1151	219	36	1	1	NUM
asir-1151	219	37	2	2	NUM
asir-1151	219	38	,	,	PUNCT
asir-1151	219	39	2n	2n	NUM
asir-1151	219	40	n	n	PROPN
asir-1151	219	41			PROPN
asir-1151	219	42			ADJ
asir-1151	219	43			NOUN
asir-1151	219	44	.	.	PUNCT
asir-1151	220	1	the	the	DET
asir-1151	220	2	first	first	ADJ
asir-1151	220	3	form	form	NOUN
asir-1151	220	4	covariance	covariance	NOUN
asir-1151	220	5	matrix	matrix	NOUN
asir-1151	220	6	,	,	PUNCT
asir-1151	220	7	which	which	PRON
asir-1151	220	8	is	be	AUX
asir-1151	220	9	an	an	DET
asir-1151	220	10	identity	identity	NOUN
asir-1151	220	11	matrix	matrix	NOUN
asir-1151	220	12	,	,	PUNCT
asir-1151	220	13	was	be	AUX
asir-1151	220	14	studied	study	VERB
asir-1151	220	15	under	under	ADP
asir-1151	220	16	these	these	DET
asir-1151	220	17	simulations	simulation	NOUN
asir-1151	220	18	so	so	SCONJ
asir-1151	220	19	that	that	SCONJ
asir-1151	220	20	we	we	PRON
asir-1151	220	21	can	can	AUX
asir-1151	220	22	compare	compare	VERB
asir-1151	220	23	with	with	ADP
asir-1151	220	24	the	the	DET
asir-1151	220	25	best	good	ADJ
asir-1151	220	26	one	one	NUM
asir-1151	220	27	,	,	PUNCT
asir-1151	220	28	the	the	DET
asir-1151	220	29	dempster	dempster	PROPN
asir-1151	220	30	’s	’s	PART
asir-1151	220	31	test	test	NOUN
asir-1151	220	32	.	.	PUNCT
asir-1151	221	1	also	also	ADV
asir-1151	221	2	,	,	PUNCT
asir-1151	221	3	the	the	DET
asir-1151	221	4	results	result	NOUN
asir-1151	221	5	from	from	ADP
asir-1151	221	6	the	the	DET
asir-1151	221	7	simulations	simulation	NOUN
asir-1151	221	8	of	of	ADP
asir-1151	221	9	the	the	DET
asir-1151	221	10	important	important	ADJ
asir-1151	221	11	works	work	NOUN
asir-1151	221	12	,	,	PUNCT
asir-1151	221	13	bai	bai	PROPN
asir-1151	221	14	and	and	CCONJ
asir-1151	221	15	saranadasa	saranadasa	PROPN
asir-1151	221	16	tbs	tbs	NOUN
asir-1151	221	17	and	and	CCONJ
asir-1151	221	18	srivastava	srivastava	PROPN
asir-1151	221	19	and	and	CCONJ
asir-1151	221	20	du	du	PROPN
asir-1151	221	21	tsd	tsd	PROPN
asir-1151	221	22	tests	test	NOUN
asir-1151	221	23	were	be	AUX
asir-1151	221	24	provided	provide	VERB
asir-1151	221	25	.	.	PUNCT
asir-1151	222	1	under	under	ADP
asir-1151	222	2	each	each	DET
asir-1151	222	3	setting	setting	NOUN
asir-1151	222	4	,	,	PUNCT
asir-1151	222	5	ni	ni	PROPN
asir-1151	222	6	,	,	PUNCT
asir-1151	222	7	i	i	NOUN
asir-1151	222	8	=	=	SYM
asir-1151	222	9	1,2	1,2	NUM
asir-1151	222	10	,	,	PUNCT
asir-1151	222	11	multivariate	multivariate	VERB
asir-1151	222	12	normal	normal	ADJ
asir-1151	222	13	vectors	vector	NOUN
asir-1151	222	14	with	with	ADP
asir-1151	222	15	the	the	DET
asir-1151	222	16	chosen	choose	VERB
asir-1151	222	17	mean	mean	PROPN
asir-1151	222	18	vector	vector	NOUN
asir-1151	222	19	and	and	CCONJ
asir-1151	222	20	covariance	covariance	NOUN
asir-1151	222	21	matrix	matrix	NOUN
asir-1151	222	22	were	be	AUX
asir-1151	222	23	generated	generate	VERB
asir-1151	222	24	,	,	PUNCT
asir-1151	222	25	then	then	ADV
asir-1151	222	26	the	the	DET
asir-1151	222	27	asl	asl	NOUN
asir-1151	222	28	and	and	CCONJ
asir-1151	222	29	the	the	DET
asir-1151	222	30	empirical	empirical	ADJ
asir-1151	222	31	power	power	NOUN
asir-1151	222	32	were	be	AUX
asir-1151	222	33	recorded	record	VERB
asir-1151	222	34	.	.	PUNCT
asir-1151	223	1	4.3	4.3	NUM
asir-1151	223	2	simulation	simulation	NOUN
asir-1151	223	3	results	result	VERB
asir-1151	223	4	the	the	DET
asir-1151	223	5	performance	performance	NOUN
asir-1151	223	6	of	of	ADP
asir-1151	223	7	the	the	DET
asir-1151	223	8	proposed	propose	VERB
asir-1151	223	9	test	test	NOUN
asir-1151	223	10	was	be	AUX
asir-1151	223	11	evaluated	evaluate	VERB
asir-1151	223	12	through	through	ADP
asir-1151	223	13	simulations	simulation	NOUN
asir-1151	223	14	with	with	ADP
asir-1151	223	15	four	four	NUM
asir-1151	223	16	different	different	ADJ
asir-1151	223	17	forms	form	NOUN
asir-1151	223	18	of	of	ADP
asir-1151	223	19	covariance	covariance	NOUN
asir-1151	223	20	matrix	matrix	NOUN
asir-1151	223	21	.	.	PUNCT
asir-1151	224	1	both	both	PRON
asir-1151	224	2	the	the	DET
asir-1151	224	3	attained	attain	VERB
asir-1151	224	4	significance	significance	NOUN
asir-1151	224	5	levels	level	NOUN
asir-1151	224	6	and	and	CCONJ
asir-1151	224	7	the	the	DET
asir-1151	224	8	empirical	empirical	ADJ
asir-1151	224	9	powers	power	NOUN
asir-1151	224	10	for	for	ADP
asir-1151	224	11	each	each	DET
asir-1151	224	12	form	form	NOUN
asir-1151	224	13	of	of	ADP
asir-1151	224	14	covariance	covariance	NOUN
asir-1151	224	15	matrix	matrix	NOUN
asir-1151	224	16	are	be	AUX
asir-1151	224	17	reported	report	VERB
asir-1151	224	18	in	in	ADP
asir-1151	224	19	tables	table	NOUN
asir-1151	224	20	1	1	NUM
asir-1151	224	21	to	to	PART
asir-1151	224	22	4	4	NUM
asir-1151	224	23	.	.	PUNCT
asir-1151	225	1	the	the	DET
asir-1151	225	2	performance	performance	NOUN
asir-1151	225	3	of	of	ADP
asir-1151	225	4	the	the	DET
asir-1151	225	5	proposed	propose	VERB
asir-1151	225	6	test	test	NOUN
asir-1151	225	7	statistic	statistic	NOUN
asir-1151	225	8	tq	tq	ADP
asir-1151	225	9	when	when	SCONJ
asir-1151	225	10	1	1	NUM
asir-1151	225	11	p	p	VERB
asir-1151	225	12	σ	σ	NOUN
asir-1151	225	13	σ	σ	NOUN
asir-1151	225	14	i	i	PRON
asir-1151	225	15	was	be	AUX
asir-1151	225	16	investigated	investigate	VERB
asir-1151	225	17	,	,	PUNCT
asir-1151	225	18	as	as	SCONJ
asir-1151	225	19	shown	show	VERB
asir-1151	225	20	in	in	ADP
asir-1151	225	21	table	table	NOUN
asir-1151	225	22	1	1	NUM
asir-1151	225	23	.	.	PUNCT
asir-1151	226	1	the	the	DET
asir-1151	226	2	proposed	propose	VERB
asir-1151	226	3	statistic	statistic	NOUN
asir-1151	226	4	tq	tq	INTJ
asir-1151	226	5	was	be	AUX
asir-1151	226	6	computed	compute	VERB
asir-1151	226	7	for	for	ADP
asir-1151	226	8	both	both	DET
asir-1151	226	9	cases	case	NOUN
asir-1151	226	10	where	where	SCONJ
asir-1151	226	11	the	the	DET
asir-1151	226	12	common	common	ADJ
asir-1151	226	13	block	block	NOUN
asir-1151	226	14	sizes	size	NOUN
asir-1151	226	15	in	in	ADP
asir-1151	226	16	matrix	matrix	NOUN
asir-1151	226	17	dq	dq	NOUN
asir-1151	226	18	were	be	AUX
asir-1151	226	19	q	q	NOUN
asir-1151	226	20	=	=	SYM
asir-1151	226	21	1	1	NUM
asir-1151	226	22	and	and	CCONJ
asir-1151	226	23	q	q	PROPN
asir-1151	226	24	6	6	NUM
asir-1151	226	25			NOUN
asir-1151	226	26	,	,	PUNCT
asir-1151	226	27	1	1	NUM
asir-1151	226	28	2	2	NUM
asir-1151	226	29	2n	2n	NUM
asir-1151	226	30	n	n	PROPN
asir-1151	226	31			NUM
asir-1151	226	32			ADJ
asir-1151	226	33			NOUN
asir-1151	226	34	.	.	PUNCT
asir-1151	227	1	in	in	ADP
asir-1151	227	2	this	this	DET
asir-1151	227	3	form	form	NOUN
asir-1151	227	4	of	of	ADP
asir-1151	227	5	covariance	covariance	NOUN
asir-1151	227	6	matrix	matrix	NOUN
asir-1151	227	7	,	,	PUNCT
asir-1151	227	8	σ	σ	PROPN
asir-1151	227	9	i	i	PRON
asir-1151	227	10	p	p	VERB
asir-1151	227	11	,	,	PUNCT
asir-1151	227	12	all	all	PRON
asir-1151	227	13	of	of	ADP
asir-1151	227	14	the	the	DET
asir-1151	227	15	tests	test	NOUN
asir-1151	227	16	perform	perform	VERB
asir-1151	227	17	well	well	ADV
asir-1151	227	18	which	which	PRON
asir-1151	227	19	,	,	PUNCT
asir-1151	227	20	as	as	SCONJ
asir-1151	227	21	is	be	AUX
asir-1151	227	22	known	know	VERB
asir-1151	227	23	for	for	ADP
asir-1151	227	24	this	this	DET
asir-1151	227	25	case	case	NOUN
asir-1151	227	26	,	,	PUNCT
asir-1151	227	27	the	the	DET
asir-1151	227	28	dempster	dempster	PROPN
asir-1151	227	29	’s	’s	PART
asir-1151	227	30	test	test	NOUN
asir-1151	227	31	is	be	AUX
asir-1151	227	32	uniformly	uniformly	ADV
asir-1151	227	33	most	most	ADV
asir-1151	227	34	powerful	powerful	ADJ
asir-1151	227	35	test	test	NOUN
asir-1151	227	36	.	.	PUNCT
asir-1151	228	1	the	the	DET
asir-1151	228	2	asls	asls	NOUN
asir-1151	228	3	of	of	ADP
asir-1151	228	4	the	the	DET
asir-1151	228	5	proposed	propose	VERB
asir-1151	228	6	test	test	NOUN
asir-1151	228	7	tq	tq	ADV
asir-1151	228	8	and	and	CCONJ
asir-1151	228	9	the	the	DET
asir-1151	228	10	tbs	tbs	ADJ
asir-1151	228	11	test	test	NOUN
asir-1151	228	12	are	be	AUX
asir-1151	228	13	quite	quite	ADV
asir-1151	228	14	similar	similar	ADJ
asir-1151	228	15	.	.	PUNCT
asir-1151	229	1	i.e.	i.e.	X
asir-1151	229	2	,	,	PUNCT
asir-1151	229	3	they	they	PRON
asir-1151	229	4	are	be	AUX
asir-1151	229	5	slightly	slightly	ADV
asir-1151	229	6	higher	high	ADJ
asir-1151	229	7	than	than	ADP
asir-1151	229	8	the	the	DET
asir-1151	229	9	nominal	nominal	ADJ
asir-1151	229	10	level	level	NOUN
asir-1151	229	11	0.05	0.05	NUM
asir-1151	229	12	.	.	PUNCT
asir-1151	230	1	for	for	ADP
asir-1151	230	2	some	some	DET
asir-1151	230	3	cases	case	NOUN
asir-1151	230	4	of	of	ADP
asir-1151	230	5	200p	200p	NOUN
asir-1151	230	6			PROPN
asir-1151	230	7	,	,	PUNCT
asir-1151	230	8	even	even	ADV
asir-1151	230	9	the	the	DET
asir-1151	230	10	empirical	empirical	ADJ
asir-1151	230	11	powers	power	NOUN
asir-1151	230	12	of	of	ADP
asir-1151	230	13	the	the	DET
asir-1151	230	14	proposed	propose	VERB
asir-1151	230	15	test	test	NOUN
asir-1151	230	16	tq	tq	AUX
asir-1151	230	17	were	be	AUX
asir-1151	230	18	in	in	ADP
asir-1151	230	19	acceptable	acceptable	ADJ
asir-1151	230	20	level	level	NOUN
asir-1151	230	21	but	but	CCONJ
asir-1151	230	22	the	the	DET
asir-1151	230	23	powers	power	NOUN
asir-1151	230	24	were	be	AUX
asir-1151	230	25	slightly	slightly	ADV
asir-1151	230	26	lower	low	ADJ
asir-1151	230	27	than	than	ADP
asir-1151	230	28	the	the	DET
asir-1151	230	29	other	other	ADJ
asir-1151	230	30	three	three	NUM
asir-1151	230	31	tests	test	NOUN
asir-1151	230	32	.	.	PUNCT
asir-1151	231	1	in	in	ADP
asir-1151	231	2	addition	addition	NOUN
asir-1151	231	3	,	,	PUNCT
asir-1151	231	4	when	when	SCONJ
asir-1151	231	5	consider	consider	VERB
asir-1151	231	6	the	the	DET
asir-1151	231	7	empirical	empirical	ADJ
asir-1151	231	8	power	power	NOUN
asir-1151	231	9	,	,	PUNCT
asir-1151	231	10	it	it	PRON
asir-1151	231	11	is	be	AUX
asir-1151	231	12	obvious	obvious	ADJ
asir-1151	231	13	that	that	SCONJ
asir-1151	231	14	the	the	DET
asir-1151	231	15	proposed	propose	VERB
asir-1151	231	16	test	test	NOUN
asir-1151	231	17	tq	tq	ADV
asir-1151	231	18	performed	perform	VERB
asir-1151	231	19	better	well	ADV
asir-1151	231	20	when	when	SCONJ
asir-1151	231	21	the	the	DET
asir-1151	231	22	dimension	dimension	NOUN
asir-1151	231	23	(	(	PUNCT
asir-1151	231	24	p	p	NOUN
asir-1151	231	25	)	)	PUNCT
asir-1151	231	26	increased	increase	VERB
asir-1151	231	27	.	.	PUNCT
asir-1151	232	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-1151	232	2	applied	apply	VERB
asir-1151	232	3	science	science	NOUN
asir-1151	232	4	and	and	CCONJ
asir-1151	232	5	innovative	innovative	ADJ
asir-1151	232	6	research	research	NOUN
asir-1151	232	7	vol	vol	NOUN
asir-1151	232	8	.	.	PROPN
asir-1151	233	1	1	1	NUM
asir-1151	233	2	,	,	PUNCT
asir-1151	233	3	no	no	INTJ
asir-1151	233	4	.	.	NOUN
asir-1151	233	5	2	2	NUM
asir-1151	233	6	,	,	PUNCT
asir-1151	233	7	2017	2017	NUM
asir-1151	233	8	126	126	NUM
asir-1151	233	9	published	publish	VERB
asir-1151	233	10	by	by	ADP
asir-1151	233	11	scholink	scholink	PROPN
asir-1151	233	12	inc	inc	PROPN
asir-1151	233	13	.	.	PROPN
asir-1151	233	14	table	table	PROPN
asir-1151	233	15	1	1	NUM
asir-1151	233	16	.	.	X
asir-1151	234	1	asls	asls	NOUN
asir-1151	234	2	and	and	CCONJ
asir-1151	234	3	empirical	empirical	ADJ
asir-1151	234	4	powers	power	NOUN
asir-1151	234	5	when	when	SCONJ
asir-1151	234	6	1	1	PROPN
asir-1151	234	7	σ	σ	NOUN
asir-1151	234	8	σ	σ	NOUN
asir-1151	234	9	i	i	PRON
asir-1151	234	10	at	at	ADP
asir-1151	234	11	nominal	nominal	ADJ
asir-1151	234	12	significance	significance	NOUN
asir-1151	234	13	level	level	NOUN
asir-1151	234	14	=	=	SYM
asir-1151	234	15	0.05	0.05	PROPN
asir-1151	234	16	p	p	NOUN
asir-1151	234	17	ni	ni	PROPN
asir-1151	234	18	asl	asl	PROPN
asir-1151	234	19	empirical	empirical	ADJ
asir-1151	234	20	power	power	NOUN
asir-1151	234	21	td	td	NOUN
asir-1151	234	22	tbs	tbs	NOUN
asir-1151	234	23	tsd	tsd	PROPN
asir-1151	234	24	tq	tq	ADV
asir-1151	234	25	td	td	PROPN
asir-1151	234	26	tbs	tbs	NOUN
asir-1151	234	27	tsd	tsd	PROPN
asir-1151	234	28	tq	tq	NOUN
asir-1151	234	29	q	q	NOUN
asir-1151	234	30	=	=	NOUN
asir-1151	235	1	1	1	NUM
asir-1151	235	2	60	60	NUM
asir-1151	235	3	20	20	NUM
asir-1151	235	4	0.051	0.051	NUM
asir-1151	235	5	0.059	0.059	NUM
asir-1151	235	6	0.053	0.053	NUM
asir-1151	235	7	0.058	0.058	NUM
asir-1151	235	8	1.000	1.000	NUM
asir-1151	235	9	1.000	1.000	NUM
asir-1151	235	10	1.000	1.000	NUM
asir-1151	235	11	1.000	1.000	NUM
asir-1151	235	12	100	100	NUM
asir-1151	235	13	20	20	NUM
asir-1151	235	14	0.050	0.050	NUM
asir-1151	235	15	0.059	0.059	NUM
asir-1151	235	16	0.050	0.050	NUM
asir-1151	235	17	0.056	0.056	NUM
asir-1151	235	18	1.000	1.000	NUM
asir-1151	235	19	1.000	1.000	NUM
asir-1151	235	20	1.000	1.000	NUM
asir-1151	235	21	1.000	1.000	NUM
asir-1151	235	22	40	40	NUM
asir-1151	235	23	0.049	0.049	NUM
asir-1151	235	24	0.055	0.055	NUM
asir-1151	235	25	0.048	0.048	NUM
asir-1151	235	26	0.055	0.055	NUM
asir-1151	235	27	1.000	1.000	NUM
asir-1151	235	28	1.000	1.000	NUM
asir-1151	235	29	1.000	1.000	NUM
asir-1151	235	30	1.000	1.000	NUM
asir-1151	235	31	200	200	NUM
asir-1151	235	32	20	20	NUM
asir-1151	235	33	0.050	0.050	NUM
asir-1151	235	34	0.056	0.056	NUM
asir-1151	235	35	0.045	0.045	NUM
asir-1151	235	36	0.057	0.057	NUM
asir-1151	235	37	1.000	1.000	NUM
asir-1151	235	38	1.000	1.000	NUM
asir-1151	235	39	1.000	1.000	NUM
asir-1151	235	40	1.000	1.000	NUM
asir-1151	235	41	40	40	NUM
asir-1151	235	42	0.051	0.051	NUM
asir-1151	235	43	0.056	0.056	NUM
asir-1151	235	44	0.046	0.046	NUM
asir-1151	235	45	0.056	0.056	NUM
asir-1151	235	46	1.000	1.000	NUM
asir-1151	235	47	1.000	1.000	NUM
asir-1151	235	48	1.000	1.000	NUM
asir-1151	235	49	1.000	1.000	NUM
asir-1151	235	50	60	60	NUM
asir-1151	235	51	0.047	0.047	NUM
asir-1151	235	52	0.053	0.053	NUM
asir-1151	235	53	0.045	0.045	NUM
asir-1151	235	54	0.053	0.053	NUM
asir-1151	235	55	1.000	1.000	NUM
asir-1151	235	56	1.000	1.000	NUM
asir-1151	235	57	1.000	1.000	NUM
asir-1151	235	58	1.000	1.000	NUM
asir-1151	235	59	400	400	NUM
asir-1151	235	60	20	20	NUM
asir-1151	235	61	0.050	0.050	NUM
asir-1151	235	62	0.054	0.054	NUM
asir-1151	235	63	0.038	0.038	NUM
asir-1151	235	64	0.054	0.054	NUM
asir-1151	235	65	1.000	1.000	NUM
asir-1151	235	66	1.000	1.000	NUM
asir-1151	235	67	1.000	1.000	NUM
asir-1151	235	68	1.000	1.000	NUM
asir-1151	235	69	40	40	NUM
asir-1151	235	70	0.053	0.053	NUM
asir-1151	235	71	0.058	0.058	NUM
asir-1151	235	72	0.045	0.045	NUM
asir-1151	235	73	0.056	0.056	NUM
asir-1151	235	74	1.000	1.000	NUM
asir-1151	235	75	1.000	1.000	NUM
asir-1151	235	76	1.000	1.000	NUM
asir-1151	235	77	1.000	1.000	NUM
asir-1151	235	78	60	60	NUM
asir-1151	235	79	0.053	0.053	NUM
asir-1151	235	80	0.056	0.056	NUM
asir-1151	235	81	0.043	0.043	NUM
asir-1151	235	82	0.053	0.053	NUM
asir-1151	235	83	1.000	1.000	NUM
asir-1151	235	84	1.000	1.000	NUM
asir-1151	235	85	1.000	1.000	NUM
asir-1151	235	86	1.000	1.000	NUM
asir-1151	235	87	6	6	NUM
asir-1151	235	88	q	q	NOUN
asir-1151	235	89	v	v	ADP
asir-1151	235	90	60	60	NUM
asir-1151	235	91	20	20	NUM
asir-1151	235	92	0.051	0.051	NUM
asir-1151	235	93	0.059	0.059	NUM
asir-1151	235	94	0.053	0.053	NUM
asir-1151	235	95	0.051	0.051	NUM
asir-1151	235	96	1.000	1.000	NUM
asir-1151	235	97	1.000	1.000	NUM
asir-1151	235	98	1.000	1.000	NUM
asir-1151	235	99	0.869	0.869	NUM
asir-1151	235	100	100	100	NUM
asir-1151	235	101	20	20	NUM
asir-1151	235	102	0.050	0.050	NUM
asir-1151	235	103	0.059	0.059	NUM
asir-1151	235	104	0.050	0.050	NUM
asir-1151	235	105	0.053	0.053	NUM
asir-1151	235	106	1.000	1.000	NUM
asir-1151	235	107	1.000	1.000	NUM
asir-1151	235	108	1.000	1.000	NUM
asir-1151	235	109	0.960	0.960	NUM
asir-1151	235	110	40	40	NUM
asir-1151	235	111	0.049	0.049	NUM
asir-1151	235	112	0.055	0.055	NUM
asir-1151	235	113	0.048	0.048	NUM
asir-1151	235	114	0.052	0.052	NUM
asir-1151	235	115	1.000	1.000	NUM
asir-1151	235	116	1.000	1.000	NUM
asir-1151	235	117	1.000	1.000	NUM
asir-1151	235	118	0.958	0.958	NUM
asir-1151	235	119	200	200	NUM
asir-1151	235	120	20	20	NUM
asir-1151	235	121	0.050	0.050	NUM
asir-1151	235	122	0.056	0.056	NUM
asir-1151	235	123	0.045	0.045	NUM
asir-1151	235	124	0.058	0.058	NUM
asir-1151	235	125	1.000	1.000	NUM
asir-1151	235	126	1.000	1.000	NUM
asir-1151	235	127	1.000	1.000	NUM
asir-1151	235	128	0.997	0.997	NUM
asir-1151	235	129	40	40	NUM
asir-1151	235	130	0.051	0.051	NUM
asir-1151	235	131	0.056	0.056	NUM
asir-1151	235	132	0.046	0.046	NUM
asir-1151	235	133	0.056	0.056	NUM
asir-1151	235	134	1.000	1.000	NUM
asir-1151	235	135	1.000	1.000	NUM
asir-1151	235	136	1.000	1.000	NUM
asir-1151	235	137	1.000	1.000	NUM
asir-1151	235	138	60	60	NUM
asir-1151	235	139	0.047	0.047	NUM
asir-1151	235	140	0.053	0.053	NUM
asir-1151	235	141	0.045	0.045	NUM
asir-1151	235	142	0.046	0.046	NUM
asir-1151	235	143	1.000	1.000	NUM
asir-1151	235	144	1.000	1.000	NUM
asir-1151	235	145	1.000	1.000	NUM
asir-1151	235	146	1.000	1.000	NUM
asir-1151	235	147	400	400	NUM
asir-1151	235	148	20	20	NUM
asir-1151	235	149	0.050	0.050	NUM
asir-1151	235	150	0.054	0.054	NUM
asir-1151	235	151	0.038	0.038	NUM
asir-1151	235	152	0.056	0.056	NUM
asir-1151	235	153	1.000	1.000	NUM
asir-1151	235	154	1.000	1.000	NUM
asir-1151	235	155	1.000	1.000	NUM
asir-1151	235	156	1.000	1.000	NUM
asir-1151	235	157	40	40	NUM
asir-1151	235	158	0.053	0.053	NUM
asir-1151	235	159	0.058	0.058	NUM
asir-1151	235	160	0.045	0.045	NUM
asir-1151	235	161	0.057	0.057	NUM
asir-1151	235	162	1.000	1.000	NUM
asir-1151	235	163	1.000	1.000	NUM
asir-1151	235	164	1.000	1.000	NUM
asir-1151	235	165	1.000	1.000	NUM
asir-1151	235	166	60	60	NUM
asir-1151	235	167	0.053	0.053	NUM
asir-1151	235	168	0.056	0.056	NUM
asir-1151	235	169	0.043	0.043	NUM
asir-1151	235	170	0.057	0.057	NUM
asir-1151	235	171	1.000	1.000	NUM
asir-1151	235	172	1.000	1.000	NUM
asir-1151	235	173	1.000	1.000	NUM
asir-1151	235	174	1.000	1.000	NUM
asir-1151	235	175	for	for	ADP
asir-1151	235	176	the	the	DET
asir-1151	235	177	covariance	covariance	NOUN
asir-1151	235	178	matrix	matrix	NOUN
asir-1151	235	179	2σ	2σ	NOUN
asir-1151	235	180	σ	σ	NOUN
asir-1151	235	181	and	and	CCONJ
asir-1151	235	182	the	the	DET
asir-1151	235	183	common	common	ADJ
asir-1151	235	184	block	block	NOUN
asir-1151	235	185	size	size	NOUN
asir-1151	235	186	in	in	ADP
asir-1151	235	187	dq	dq	PROPN
asir-1151	235	188	chosen	choose	VERB
asir-1151	235	189	corresponded	correspond	VERB
asir-1151	235	190	to	to	ADP
asir-1151	235	191	σ	σ	PROPN
asir-1151	235	192	with	with	ADP
asir-1151	235	193	the	the	DET
asir-1151	235	194	common	common	ADJ
asir-1151	235	195	block	block	NOUN
asir-1151	235	196	size	size	NOUN
asir-1151	235	197	being	be	AUX
asir-1151	235	198	1	1	NUM
asir-1151	235	199	1	1	NUM
asir-1151	235	200	...	...	PUNCT
asir-1151	236	1	6mq	6mq	NOUN
asir-1151	236	2	q	q	X
asir-1151	237	1	v	v	ADJ
asir-1151	237	2			NUM
asir-1151	237	3			PROPN
asir-1151	237	4			NOUN
asir-1151	237	5	,	,	PUNCT
asir-1151	237	6	the	the	DET
asir-1151	237	7	results	result	NOUN
asir-1151	237	8	are	be	AUX
asir-1151	237	9	shown	show	VERB
asir-1151	237	10	in	in	ADP
asir-1151	237	11	table	table	NOUN
asir-1151	237	12	2	2	NUM
asir-1151	237	13	.	.	PUNCT
asir-1151	238	1	in	in	ADP
asir-1151	238	2	this	this	DET
asir-1151	238	3	form	form	NOUN
asir-1151	238	4	of	of	ADP
asir-1151	238	5	covariance	covariance	NOUN
asir-1151	238	6	matrix	matrix	NOUN
asir-1151	238	7	,	,	PUNCT
asir-1151	238	8	the	the	DET
asir-1151	238	9	proposed	propose	VERB
asir-1151	238	10	statistic	statistic	NOUN
asir-1151	238	11	tq	tq	ADV
asir-1151	238	12	performed	perform	VERB
asir-1151	238	13	well	well	ADV
asir-1151	238	14	and	and	CCONJ
asir-1151	238	15	was	be	AUX
asir-1151	238	16	superior	superior	ADJ
asir-1151	238	17	to	to	ADP
asir-1151	238	18	all	all	DET
asir-1151	238	19	other	other	ADJ
asir-1151	238	20	statistics	statistic	NOUN
asir-1151	238	21	.	.	PUNCT
asir-1151	239	1	the	the	DET
asir-1151	239	2	asls	asls	NOUN
asir-1151	239	3	of	of	ADP
asir-1151	239	4	tsd	tsd	PROPN
asir-1151	239	5	and	and	CCONJ
asir-1151	239	6	tbs	tbs	NOUN
asir-1151	239	7	were	be	AUX
asir-1151	239	8	not	not	PART
asir-1151	239	9	close	close	ADJ
asir-1151	239	10	to	to	ADP
asir-1151	239	11	the	the	DET
asir-1151	239	12	nominal	nominal	ADJ
asir-1151	239	13	level	level	NOUN
asir-1151	239	14	0.05	0.05	NUM
asir-1151	239	15	.	.	PUNCT
asir-1151	240	1	the	the	DET
asir-1151	240	2	asl	asl	NOUN
asir-1151	240	3	of	of	ADP
asir-1151	240	4	tbs	tbs	NOUN
asir-1151	240	5	was	be	AUX
asir-1151	240	6	too	too	ADV
asir-1151	240	7	high	high	ADJ
asir-1151	240	8	whereas	whereas	SCONJ
asir-1151	240	9	that	that	PRON
asir-1151	240	10	of	of	ADP
asir-1151	240	11	tsd	tsd	PROPN
asir-1151	240	12	was	be	AUX
asir-1151	240	13	too	too	ADV
asir-1151	240	14	low	low	ADJ
asir-1151	240	15	.	.	PUNCT
asir-1151	241	1	the	the	DET
asir-1151	241	2	results	result	NOUN
asir-1151	241	3	when	when	SCONJ
asir-1151	241	4	the	the	DET
asir-1151	241	5	covariance	covariance	NOUN
asir-1151	241	6	matrix	matrix	VERB
asir-1151	241	7	3σ	3σ	NUM
asir-1151	241	8	σ	σ	NOUN
asir-1151	241	9	with	with	ADP
asir-1151	241	10	the	the	DET
asir-1151	241	11	common	common	ADJ
asir-1151	241	12	block	block	NOUN
asir-1151	241	13	size	size	NOUN
asir-1151	241	14	being	be	AUX
asir-1151	241	15	1	1	NUM
asir-1151	241	16	1	1	NUM
asir-1151	241	17	...	...	PUNCT
asir-1151	241	18	6mq	6mq	NOUN
asir-1151	241	19	q	q	X
asir-1151	242	1	v	v	ADJ
asir-1151	242	2			NUM
asir-1151	242	3			PROPN
asir-1151	242	4			NOUN
asir-1151	242	5	,	,	PUNCT
asir-1151	242	6	as	as	SCONJ
asir-1151	242	7	shown	show	VERB
asir-1151	242	8	in	in	ADP
asir-1151	242	9	table	table	NOUN
asir-1151	242	10	3	3	NUM
asir-1151	242	11	,	,	PUNCT
asir-1151	242	12	are	be	AUX
asir-1151	242	13	similar	similar	ADJ
asir-1151	242	14	to	to	ADP
asir-1151	242	15	those	those	PRON
asir-1151	242	16	in	in	ADP
asir-1151	242	17	table	table	NOUN
asir-1151	242	18	2	2	NUM
asir-1151	242	19	even	even	ADV
asir-1151	242	20	when	when	SCONJ
asir-1151	242	21	the	the	DET
asir-1151	242	22	elements	element	NOUN
asir-1151	242	23	in	in	ADP
asir-1151	242	24	the	the	DET
asir-1151	242	25	blocks	block	NOUN
asir-1151	242	26	of	of	ADP
asir-1151	242	27	3σ	3σ	NUM
asir-1151	242	28	were	be	AUX
asir-1151	242	29	changed	change	VERB
asir-1151	242	30	.	.	PUNCT
asir-1151	243	1	in	in	ADP
asir-1151	243	2	other	other	ADJ
asir-1151	243	3	words	word	NOUN
asir-1151	243	4	,	,	PUNCT
asir-1151	243	5	varying	vary	VERB
asir-1151	243	6	the	the	DET
asir-1151	243	7	entries	entry	NOUN
asir-1151	243	8	of	of	ADP
asir-1151	243	9	the	the	DET
asir-1151	243	10	blocks	block	NOUN
asir-1151	243	11	in	in	ADP
asir-1151	243	12	the	the	DET
asir-1151	243	13	covariance	covariance	NOUN
asir-1151	243	14	matrix	matrix	NOUN
asir-1151	243	15	but	but	CCONJ
asir-1151	243	16	still	still	ADV
asir-1151	243	17	keeping	keep	VERB
asir-1151	243	18	the	the	DET
asir-1151	243	19	same	same	ADJ
asir-1151	243	20	block	block	NOUN
asir-1151	243	21	size	size	NOUN
asir-1151	243	22	,	,	PUNCT
asir-1151	243	23	did	do	AUX
asir-1151	243	24	not	not	PART
asir-1151	243	25	have	have	VERB
asir-1151	243	26	much	much	ADJ
asir-1151	243	27	impact	impact	NOUN
asir-1151	243	28	on	on	ADP
asir-1151	243	29	the	the	DET
asir-1151	243	30	proposed	propose	VERB
asir-1151	243	31	statistic	statistic	NOUN
asir-1151	243	32	tq	tq	ADP
asir-1151	243	33	;	;	PUNCT
asir-1151	243	34	it	it	PRON
asir-1151	243	35	still	still	ADV
asir-1151	243	36	performed	perform	VERB
asir-1151	243	37	well	well	ADV
asir-1151	243	38	.	.	PUNCT
asir-1151	244	1	additionally	additionally	ADV
asir-1151	244	2	,	,	PUNCT
asir-1151	244	3	when	when	SCONJ
asir-1151	244	4	the	the	DET
asir-1151	244	5	asls	asls	NOUN
asir-1151	244	6	of	of	ADP
asir-1151	244	7	the	the	DET
asir-1151	244	8	test	test	NOUN
asir-1151	244	9	statistics	statistic	NOUN
asir-1151	244	10	tsd	tsd	PROPN
asir-1151	244	11	and	and	CCONJ
asir-1151	244	12	tbs	tbs	NOUN
asir-1151	244	13	were	be	AUX
asir-1151	244	14	not	not	PART
asir-1151	244	15	close	close	ADJ
asir-1151	244	16	to	to	ADP
asir-1151	244	17	the	the	DET
asir-1151	244	18	nominal	nominal	ADJ
asir-1151	244	19	value	value	NOUN
asir-1151	244	20	0.05	0.05	NUM
asir-1151	244	21	,	,	PUNCT
asir-1151	244	22	their	their	PRON
asir-1151	244	23	empirical	empirical	ADJ
asir-1151	244	24	powers	power	NOUN
asir-1151	244	25	,	,	PUNCT
asir-1151	244	26	whether	whether	SCONJ
asir-1151	244	27	they	they	PRON
asir-1151	244	28	were	be	AUX
asir-1151	244	29	high	high	ADJ
asir-1151	244	30	or	or	CCONJ
asir-1151	244	31	not	not	PART
asir-1151	244	32	,	,	PUNCT
asir-1151	244	33	were	be	AUX
asir-1151	244	34	less	less	ADV
asir-1151	244	35	reliable	reliable	ADJ
asir-1151	244	36	.	.	PUNCT
asir-1151	245	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	245	2	applied	apply	VERB
asir-1151	245	3	science	science	NOUN
asir-1151	245	4	and	and	CCONJ
asir-1151	245	5	innovative	innovative	ADJ
asir-1151	245	6	research	research	NOUN
asir-1151	245	7	vol	vol	NOUN
asir-1151	245	8	.	.	PROPN
asir-1151	246	1	1	1	NUM
asir-1151	246	2	,	,	PUNCT
asir-1151	246	3	no	no	INTJ
asir-1151	246	4	.	.	NOUN
asir-1151	246	5	2	2	NUM
asir-1151	246	6	,	,	PUNCT
asir-1151	246	7	2017	2017	NUM
asir-1151	246	8	127	127	NUM
asir-1151	246	9	published	publish	VERB
asir-1151	246	10	by	by	ADP
asir-1151	246	11	scholink	scholink	PROPN
asir-1151	246	12	inc	inc	PROPN
asir-1151	246	13	.	.	PROPN
asir-1151	246	14	table	table	PROPN
asir-1151	247	1	2	2	NUM
asir-1151	247	2	.	.	X
asir-1151	247	3	asls	asls	NOUN
asir-1151	247	4	and	and	CCONJ
asir-1151	247	5	empirical	empirical	ADJ
asir-1151	247	6	powers	power	NOUN
asir-1151	247	7	when	when	SCONJ
asir-1151	247	8	2σ	2σ	PROPN
asir-1151	247	9	σ	σ	NOUN
asir-1151	247	10	(	(	PUNCT
asir-1151	247	11	6	6	NUM
asir-1151	247	12	q	q	NOUN
asir-1151	247	13	v	v	NOUN
asir-1151	247	14	)	)	PUNCT
asir-1151	247	15	at	at	ADP
asir-1151	247	16	nominal	nominal	ADJ
asir-1151	247	17	significance	significance	NOUN
asir-1151	247	18	level	level	NOUN
asir-1151	247	19	=	=	SYM
asir-1151	247	20	0.05	0.05	PROPN
asir-1151	247	21	p	p	NOUN
asir-1151	247	22	ni	ni	PROPN
asir-1151	247	23	asl	asl	PROPN
asir-1151	247	24	empirical	empirical	ADJ
asir-1151	247	25	power	power	NOUN
asir-1151	247	26	td	td	NOUN
asir-1151	247	27	tbs	tbs	NOUN
asir-1151	247	28	tsd	tsd	PROPN
asir-1151	247	29	tq	tq	ADV
asir-1151	247	30	td	td	PROPN
asir-1151	247	31	tbs	tbs	NOUN
asir-1151	247	32	tsd	tsd	PROPN
asir-1151	247	33	tq	tq	ADV
asir-1151	247	34	60	60	NUM
asir-1151	247	35	20	20	NUM
asir-1151	247	36	0.050	0.050	NUM
asir-1151	247	37	0.080	0.080	NUM
asir-1151	247	38	0.026	0.026	NUM
asir-1151	247	39	0.051	0.051	NUM
asir-1151	247	40	0.636	0.636	NUM
asir-1151	247	41	0.765	0.765	NUM
asir-1151	247	42	0.465	0.465	NUM
asir-1151	247	43	1.000	1.000	NUM
asir-1151	247	44	100	100	NUM
asir-1151	247	45	20	20	NUM
asir-1151	247	46	0.046	0.046	NUM
asir-1151	247	47	0.074	0.074	NUM
asir-1151	247	48	0.024	0.024	NUM
asir-1151	247	49	0.053	0.053	NUM
asir-1151	247	50	0.852	0.852	NUM
asir-1151	247	51	0.933	0.933	NUM
asir-1151	247	52	0.716	0.716	NUM
asir-1151	247	53	1.000	1.000	NUM
asir-1151	247	54	40	40	NUM
asir-1151	247	55	0.041	0.041	NUM
asir-1151	247	56	0.070	0.070	NUM
asir-1151	247	57	0.017	0.017	NUM
asir-1151	247	58	0.052	0.052	NUM
asir-1151	247	59	0.983	0.983	NUM
asir-1151	247	60	1.000	1.000	NUM
asir-1151	247	61	0.839	0.839	NUM
asir-1151	247	62	1.000	1.000	NUM
asir-1151	247	63	200	200	NUM
asir-1151	247	64	20	20	NUM
asir-1151	247	65	0.055	0.055	NUM
asir-1151	247	66	0.076	0.076	NUM
asir-1151	247	67	0.028	0.028	NUM
asir-1151	247	68	0.058	0.058	NUM
asir-1151	247	69	0.997	0.997	NUM
asir-1151	247	70	0.999	0.999	NUM
asir-1151	247	71	0.983	0.983	NUM
asir-1151	247	72	1.000	1.000	NUM
asir-1151	247	73	40	40	NUM
asir-1151	247	74	0.046	0.046	NUM
asir-1151	247	75	0.072	0.072	NUM
asir-1151	247	76	0.015	0.015	NUM
asir-1151	247	77	0.052	0.052	NUM
asir-1151	247	78	1.000	1.000	NUM
asir-1151	247	79	1.000	1.000	NUM
asir-1151	247	80	0.997	0.997	NUM
asir-1151	247	81	1.000	1.000	NUM
asir-1151	247	82	60	60	NUM
asir-1151	247	83	0.048	0.048	NUM
asir-1151	247	84	0.075	0.075	NUM
asir-1151	247	85	0.009	0.009	NUM
asir-1151	247	86	0.046	0.046	NUM
asir-1151	247	87	1.000	1.000	NUM
asir-1151	247	88	1.000	1.000	NUM
asir-1151	247	89	0.999	0.999	NUM
asir-1151	247	90	1.000	1.000	NUM
asir-1151	247	91	400	400	NUM
asir-1151	247	92	20	20	NUM
asir-1151	247	93	0.054	0.054	NUM
asir-1151	247	94	0.071	0.071	NUM
asir-1151	247	95	0.023	0.023	NUM
asir-1151	247	96	0.057	0.057	NUM
asir-1151	247	97	1.000	1.000	NUM
asir-1151	247	98	1.000	1.000	NUM
asir-1151	247	99	1.000	1.000	NUM
asir-1151	247	100	1.000	1.000	NUM
asir-1151	247	101	40	40	NUM
asir-1151	247	102	0.052	0.052	NUM
asir-1151	247	103	0.074	0.074	NUM
asir-1151	247	104	0.015	0.015	NUM
asir-1151	247	105	0.057	0.057	NUM
asir-1151	247	106	1.000	1.000	NUM
asir-1151	247	107	1.000	1.000	NUM
asir-1151	247	108	1.000	1.000	NUM
asir-1151	247	109	1.000	1.000	NUM
asir-1151	247	110	60	60	NUM
asir-1151	247	111	0.050	0.050	NUM
asir-1151	247	112	0.075	0.075	NUM
asir-1151	247	113	0.011	0.011	NUM
asir-1151	247	114	0.057	0.057	NUM
asir-1151	247	115	1.000	1.000	NUM
asir-1151	247	116	1.000	1.000	NUM
asir-1151	247	117	1.000	1.000	NUM
asir-1151	247	118	1.000	1.000	NUM
asir-1151	247	119	table	table	NOUN
asir-1151	247	120	3	3	NUM
asir-1151	247	121	.	.	X
asir-1151	247	122	asls	asls	NOUN
asir-1151	247	123	and	and	CCONJ
asir-1151	247	124	empirical	empirical	ADJ
asir-1151	247	125	powers	power	NOUN
asir-1151	247	126	when	when	SCONJ
asir-1151	247	127	3σ	3σ	PROPN
asir-1151	247	128	σ	σ	X
asir-1151	247	129	(	(	PUNCT
asir-1151	247	130	6	6	NUM
asir-1151	247	131	q	q	NOUN
asir-1151	247	132	v	v	NOUN
asir-1151	247	133	)	)	PUNCT
asir-1151	247	134	at	at	ADP
asir-1151	247	135	nominal	nominal	ADJ
asir-1151	247	136	significance	significance	NOUN
asir-1151	247	137	level	level	NOUN
asir-1151	247	138	=	=	SYM
asir-1151	247	139	0.05	0.05	PROPN
asir-1151	247	140	p	p	NOUN
asir-1151	247	141	ni	ni	PROPN
asir-1151	247	142	asl	asl	PROPN
asir-1151	247	143	empirical	empirical	ADJ
asir-1151	247	144	power	power	NOUN
asir-1151	247	145	td	td	NOUN
asir-1151	247	146	tbs	tbs	NOUN
asir-1151	247	147	tsd	tsd	PROPN
asir-1151	247	148	tq	tq	ADV
asir-1151	247	149	td	td	PROPN
asir-1151	247	150	tbs	tbs	NOUN
asir-1151	247	151	tsd	tsd	PROPN
asir-1151	247	152	tq	tq	ADV
asir-1151	247	153	60	60	NUM
asir-1151	247	154	20	20	NUM
asir-1151	247	155	0.051	0.051	NUM
asir-1151	247	156	0.071	0.071	NUM
asir-1151	247	157	0.040	0.040	NUM
asir-1151	247	158	0.051	0.051	NUM
asir-1151	247	159	0.212	0.212	NUM
asir-1151	247	160	0.287	0.287	NUM
asir-1151	247	161	0.468	0.468	NUM
asir-1151	247	162	1.000	1.000	NUM
asir-1151	247	163	100	100	NUM
asir-1151	247	164	20	20	NUM
asir-1151	247	165	0.051	0.051	NUM
asir-1151	247	166	0.071	0.071	NUM
asir-1151	247	167	0.041	0.041	NUM
asir-1151	247	168	0.053	0.053	NUM
asir-1151	247	169	0.319	0.319	NUM
asir-1151	247	170	0.387	0.387	NUM
asir-1151	247	171	0.702	0.702	NUM
asir-1151	247	172	1.000	1.000	NUM
asir-1151	247	173	40	40	NUM
asir-1151	247	174	0.052	0.052	NUM
asir-1151	247	175	0.071	0.071	NUM
asir-1151	247	176	0.035	0.035	NUM
asir-1151	247	177	0.052	0.052	NUM
asir-1151	247	178	0.747	0.747	NUM
asir-1151	247	179	0.825	0.825	NUM
asir-1151	247	180	0.994	0.994	NUM
asir-1151	247	181	1.000	1.000	NUM
asir-1151	247	182	200	200	NUM
asir-1151	247	183	20	20	NUM
asir-1151	247	184	0.052	0.052	NUM
asir-1151	248	1	0.067	0.067	NUM
asir-1151	248	2	0.037	0.037	NUM
asir-1151	248	3	0.058	0.058	NUM
asir-1151	248	4	0.589	0.589	NUM
asir-1151	248	5	0.650	0.650	NUM
asir-1151	248	6	0.962	0.962	NUM
asir-1151	248	7	1.000	1.000	NUM
asir-1151	248	8	40	40	NUM
asir-1151	248	9	0.050	0.050	NUM
asir-1151	248	10	0.066	0.066	NUM
asir-1151	248	11	0.036	0.036	NUM
asir-1151	248	12	0.052	0.052	NUM
asir-1151	248	13	0.984	0.984	NUM
asir-1151	248	14	0.991	0.991	NUM
asir-1151	248	15	1.000	1.000	NUM
asir-1151	248	16	1.000	1.000	NUM
asir-1151	248	17	60	60	NUM
asir-1151	248	18	0.050	0.050	NUM
asir-1151	248	19	0.065	0.065	NUM
asir-1151	248	20	0.034	0.034	NUM
asir-1151	248	21	0.046	0.046	NUM
asir-1151	248	22	1.000	1.000	NUM
asir-1151	248	23	1.000	1.000	NUM
asir-1151	248	24	1.000	1.000	NUM
asir-1151	248	25	1.000	1.000	NUM
asir-1151	248	26	400	400	NUM
asir-1151	248	27	20	20	NUM
asir-1151	248	28	0.058	0.058	NUM
asir-1151	248	29	0.068	0.068	NUM
asir-1151	248	30	0.037	0.037	NUM
asir-1151	248	31	0.057	0.057	NUM
asir-1151	248	32	0.884	0.884	NUM
asir-1151	248	33	0.907	0.907	NUM
asir-1151	248	34	0.999	0.999	NUM
asir-1151	248	35	1.000	1.000	NUM
asir-1151	248	36	40	40	NUM
asir-1151	248	37	0.057	0.057	NUM
asir-1151	248	38	0.067	0.067	NUM
asir-1151	248	39	0.039	0.039	NUM
asir-1151	248	40	0.057	0.057	NUM
asir-1151	249	1	1.000	1.000	NUM
asir-1151	249	2	1.000	1.000	NUM
asir-1151	249	3	1.000	1.000	NUM
asir-1151	249	4	1.000	1.000	NUM
asir-1151	249	5	60	60	NUM
asir-1151	249	6	0.053	0.053	NUM
asir-1151	249	7	0.065	0.065	NUM
asir-1151	249	8	0.037	0.037	NUM
asir-1151	249	9	0.057	0.057	NUM
asir-1151	249	10	1.000	1.000	NUM
asir-1151	249	11	1.000	1.000	NUM
asir-1151	249	12	1.000	1.000	NUM
asir-1151	249	13	1.000	1.000	NUM
asir-1151	249	14	for	for	ADP
asir-1151	249	15	the	the	DET
asir-1151	249	16	last	last	ADJ
asir-1151	249	17	form	form	NOUN
asir-1151	249	18	of	of	ADP
asir-1151	249	19	covariance	covariance	NOUN
asir-1151	249	20	matrix	matrix	NOUN
asir-1151	249	21	4σ	4σ	PROPN
asir-1151	249	22	σ	σ	NOUN
asir-1151	249	23	,	,	PUNCT
asir-1151	249	24	which	which	PRON
asir-1151	249	25	contained	contain	VERB
asir-1151	249	26	blocks	block	NOUN
asir-1151	249	27	of	of	ADP
asir-1151	249	28	five	five	NUM
asir-1151	249	29	different	different	ADJ
asir-1151	249	30	sizes	size	NOUN
asir-1151	250	1	(	(	PUNCT
asir-1151	250	2	the	the	DET
asir-1151	250	3	smallest	small	ADJ
asir-1151	250	4	block	block	NOUN
asir-1151	250	5	size	size	NOUN
asir-1151	250	6	is	be	AUX
asir-1151	250	7	set	set	VERB
asir-1151	250	8	to	to	ADP
asir-1151	250	9	smaller	small	ADJ
asir-1151	250	10	than	than	ADP
asir-1151	250	11	10	10	NUM
asir-1151	250	12	and	and	CCONJ
asir-1151	250	13	the	the	DET
asir-1151	250	14	largest	large	ADJ
asir-1151	250	15	size	size	NOUN
asir-1151	250	16	is	be	AUX
asir-1151	250	17	6v	6v	NUM
asir-1151	250	18	)	)	PUNCT
asir-1151	250	19	on	on	ADP
asir-1151	250	20	the	the	DET
asir-1151	250	21	diagonal	diagonal	NOUN
asir-1151	250	22	,	,	PUNCT
asir-1151	250	23	it	it	PRON
asir-1151	250	24	can	can	AUX
asir-1151	250	25	be	be	AUX
asir-1151	250	26	concluded	conclude	VERB
asir-1151	250	27	that	that	SCONJ
asir-1151	250	28	the	the	DET
asir-1151	250	29	proposed	propose	VERB
asir-1151	250	30	statistic	statistic	NOUN
asir-1151	250	31	tq	tq	ADV
asir-1151	250	32	outperformed	outperform	VERB
asir-1151	250	33	both	both	DET
asir-1151	250	34	statistics	statistic	NOUN
asir-1151	250	35	tsd	tsd	PROPN
asir-1151	250	36	and	and	CCONJ
asir-1151	250	37	tbs	tbs	NOUN
asir-1151	250	38	used	use	VERB
asir-1151	250	39	for	for	ADP
asir-1151	250	40	comparison	comparison	NOUN
asir-1151	250	41	,	,	PUNCT
asir-1151	250	42	as	as	SCONJ
asir-1151	250	43	shown	show	VERB
asir-1151	250	44	in	in	ADP
asir-1151	250	45	table	table	NOUN
asir-1151	250	46	4	4	NUM
asir-1151	250	47	.	.	PUNCT
asir-1151	251	1	once	once	ADV
asir-1151	251	2	again	again	ADV
asir-1151	251	3	,	,	PUNCT
asir-1151	251	4	when	when	SCONJ
asir-1151	251	5	the	the	DET
asir-1151	251	6	asls	asls	NOUN
asir-1151	251	7	of	of	ADP
asir-1151	251	8	the	the	DET
asir-1151	251	9	test	test	NOUN
asir-1151	251	10	statistics	statistic	NOUN
asir-1151	251	11	tsd	tsd	PROPN
asir-1151	251	12	and	and	CCONJ
asir-1151	251	13	tbs	tbs	NOUN
asir-1151	251	14	were	be	AUX
asir-1151	251	15	not	not	PART
asir-1151	251	16	close	close	ADJ
asir-1151	251	17	to	to	ADP
asir-1151	251	18	the	the	DET
asir-1151	251	19	nominal	nominal	ADJ
asir-1151	251	20	value	value	NOUN
asir-1151	251	21	0.05	0.05	NUM
asir-1151	251	22	,	,	PUNCT
asir-1151	251	23	their	their	PRON
asir-1151	251	24	empirical	empirical	ADJ
asir-1151	251	25	powers	power	NOUN
asir-1151	251	26	were	be	AUX
asir-1151	251	27	less	less	ADV
asir-1151	251	28	reliable	reliable	ADJ
asir-1151	251	29	than	than	ADP
asir-1151	251	30	tq	tq	ADV
asir-1151	251	31	.	.	PUNCT
asir-1151	252	1	from	from	ADP
asir-1151	252	2	the	the	DET
asir-1151	252	3	results	result	NOUN
asir-1151	252	4	,	,	PUNCT
asir-1151	252	5	the	the	DET
asir-1151	252	6	asls	asls	NOUN
asir-1151	252	7	of	of	ADP
asir-1151	252	8	tsd	tsd	PROPN
asir-1151	252	9	are	be	AUX
asir-1151	252	10	under	under	ADP
asir-1151	252	11	the	the	DET
asir-1151	252	12	nominal	nominal	ADJ
asir-1151	252	13	value	value	NOUN
asir-1151	252	14	of	of	ADP
asir-1151	252	15	0.05	0.05	NUM
asir-1151	252	16	while	while	SCONJ
asir-1151	252	17	those	those	PRON
asir-1151	252	18	of	of	ADP
asir-1151	252	19	tbs	tbs	NOUN
asir-1151	252	20	are	be	AUX
asir-1151	252	21	over	over	ADV
asir-1151	252	22	;	;	PUNCT
asir-1151	252	23	this	this	PRON
asir-1151	252	24	indicates	indicate	VERB
asir-1151	252	25	the	the	DET
asir-1151	252	26	unfavorable	unfavorable	ADJ
asir-1151	252	27	performance	performance	NOUN
asir-1151	252	28	of	of	ADP
asir-1151	252	29	the	the	DET
asir-1151	252	30	two	two	NUM
asir-1151	252	31	test	test	NOUN
asir-1151	252	32	statistics	statistic	NOUN
asir-1151	252	33	.	.	PUNCT
asir-1151	253	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-1151	253	2	applied	apply	VERB
asir-1151	253	3	science	science	NOUN
asir-1151	253	4	and	and	CCONJ
asir-1151	253	5	innovative	innovative	ADJ
asir-1151	253	6	research	research	NOUN
asir-1151	253	7	vol	vol	NOUN
asir-1151	253	8	.	.	PROPN
asir-1151	254	1	1	1	NUM
asir-1151	254	2	,	,	PUNCT
asir-1151	254	3	no	no	INTJ
asir-1151	254	4	.	.	NOUN
asir-1151	254	5	2	2	NUM
asir-1151	254	6	,	,	PUNCT
asir-1151	254	7	2017	2017	NUM
asir-1151	254	8	128	128	NUM
asir-1151	254	9	published	publish	VERB
asir-1151	254	10	by	by	ADP
asir-1151	254	11	scholink	scholink	PROPN
asir-1151	254	12	inc	inc	PROPN
asir-1151	254	13	.	.	PROPN
asir-1151	254	14	table	table	PROPN
asir-1151	254	15	4	4	NUM
asir-1151	254	16	.	.	X
asir-1151	254	17	asls	asls	NOUN
asir-1151	254	18	and	and	CCONJ
asir-1151	254	19	empirical	empirical	ADJ
asir-1151	254	20	powers	power	NOUN
asir-1151	254	21	when	when	SCONJ
asir-1151	254	22	4σ	4σ	PROPN
asir-1151	254	23	σ	σ	NOUN
asir-1151	254	24	(	(	PUNCT
asir-1151	254	25	with	with	ADP
asir-1151	254	26	five	five	NUM
asir-1151	254	27	different	different	ADJ
asir-1151	254	28	block	block	NOUN
asir-1151	254	29	sizes	size	NOUN
asir-1151	254	30	)	)	PUNCT
asir-1151	254	31	at	at	ADP
asir-1151	254	32	nominal	nominal	ADJ
asir-1151	254	33	significance	significance	NOUN
asir-1151	254	34	level	level	NOUN
asir-1151	254	35	=	=	SYM
asir-1151	254	36	0.05	0.05	PROPN
asir-1151	254	37	p	p	NOUN
asir-1151	254	38	ni	ni	PROPN
asir-1151	254	39	asl	asl	PROPN
asir-1151	254	40	empirical	empirical	ADJ
asir-1151	254	41	power	power	NOUN
asir-1151	254	42	td	td	NOUN
asir-1151	254	43	tbs	tbs	NOUN
asir-1151	254	44	tsd	tsd	PROPN
asir-1151	254	45	tq	tq	ADV
asir-1151	254	46	td	td	PROPN
asir-1151	254	47	tbs	tbs	NOUN
asir-1151	254	48	tsd	tsd	PROPN
asir-1151	254	49	tq	tq	ADV
asir-1151	254	50	60	60	NUM
asir-1151	254	51	20	20	NUM
asir-1151	254	52	0.050	0.050	NUM
asir-1151	254	53	0.068	0.068	NUM
asir-1151	254	54	0.041	0.041	NUM
asir-1151	254	55	0.048	0.048	NUM
asir-1151	254	56	0.249	0.249	NUM
asir-1151	254	57	0.315	0.315	NUM
asir-1151	254	58	0.568	0.568	NUM
asir-1151	254	59	1.000	1.000	NUM
asir-1151	254	60	100	100	NUM
asir-1151	254	61	20	20	NUM
asir-1151	254	62	0.052	0.052	NUM
asir-1151	254	63	0.071	0.071	NUM
asir-1151	254	64	0.041	0.041	NUM
asir-1151	254	65	0.052	0.052	NUM
asir-1151	254	66	0.328	0.328	NUM
asir-1151	254	67	0.399	0.399	NUM
asir-1151	254	68	0.723	0.723	NUM
asir-1151	254	69	1.000	1.000	NUM
asir-1151	254	70	40	40	NUM
asir-1151	254	71	0.052	0.052	NUM
asir-1151	254	72	0.067	0.067	NUM
asir-1151	254	73	0.039	0.039	NUM
asir-1151	254	74	0.049	0.049	NUM
asir-1151	254	75	0.809	0.809	NUM
asir-1151	254	76	0.871	0.871	NUM
asir-1151	254	77	0.999	0.999	NUM
asir-1151	254	78	1.000	1.000	NUM
asir-1151	254	79	200	200	NUM
asir-1151	254	80	20	20	NUM
asir-1151	254	81	0.052	0.052	NUM
asir-1151	254	82	0.065	0.065	NUM
asir-1151	254	83	0.037	0.037	NUM
asir-1151	254	84	0.052	0.052	NUM
asir-1151	254	85	0.601	0.601	NUM
asir-1151	254	86	0.666	0.666	NUM
asir-1151	254	87	0.965	0.965	NUM
asir-1151	254	88	1.000	1.000	NUM
asir-1151	254	89	40	40	NUM
asir-1151	254	90	0.052	0.052	NUM
asir-1151	254	91	0.066	0.066	NUM
asir-1151	254	92	0.039	0.039	NUM
asir-1151	254	93	0.050	0.050	NUM
asir-1151	254	94	0.988	0.988	NUM
asir-1151	254	95	0.994	0.994	NUM
asir-1151	254	96	1.000	1.000	NUM
asir-1151	254	97	1.000	1.000	NUM
asir-1151	254	98	60	60	NUM
asir-1151	254	99	0.052	0.052	NUM
asir-1151	254	100	0.065	0.065	NUM
asir-1151	254	101	0.035	0.035	NUM
asir-1151	254	102	0.049	0.049	NUM
asir-1151	254	103	1.000	1.000	NUM
asir-1151	254	104	1.000	1.000	NUM
asir-1151	254	105	1.000	1.000	NUM
asir-1151	254	106	1.000	1.000	NUM
asir-1151	254	107	400	400	NUM
asir-1151	254	108	20	20	NUM
asir-1151	254	109	0.054	0.054	NUM
asir-1151	254	110	0.065	0.065	NUM
asir-1151	254	111	0.036	0.036	NUM
asir-1151	254	112	0.052	0.052	NUM
asir-1151	254	113	0.900	0.900	NUM
asir-1151	254	114	0.922	0.922	NUM
asir-1151	254	115	1.000	1.000	NUM
asir-1151	254	116	1.000	1.000	NUM
asir-1151	254	117	40	40	NUM
asir-1151	254	118	0.056	0.056	NUM
asir-1151	254	119	0.064	0.064	NUM
asir-1151	254	120	0.039	0.039	NUM
asir-1151	254	121	0.053	0.053	NUM
asir-1151	254	122	1.000	1.000	NUM
asir-1151	254	123	1.000	1.000	NUM
asir-1151	254	124	1.000	1.000	NUM
asir-1151	254	125	1.000	1.000	NUM
asir-1151	254	126	60	60	NUM
asir-1151	254	127	0.053	0.053	NUM
asir-1151	254	128	0.065	0.065	NUM
asir-1151	254	129	0.036	0.036	NUM
asir-1151	254	130	0.053	0.053	NUM
asir-1151	254	131	1.000	1.000	NUM
asir-1151	254	132	1.000	1.000	NUM
asir-1151	254	133	1.000	1.000	NUM
asir-1151	254	134	1.000	1.000	NUM
asir-1151	254	135	5	5	NUM
asir-1151	254	136	.	.	PUNCT
asir-1151	255	1	demonstration	demonstration	NOUN
asir-1151	255	2	of	of	ADP
asir-1151	255	3	the	the	DET
asir-1151	255	4	proposed	propose	VERB
asir-1151	255	5	test	test	NOUN
asir-1151	255	6	an	an	DET
asir-1151	255	7	example	example	NOUN
asir-1151	255	8	to	to	PART
asir-1151	255	9	demonstrate	demonstrate	VERB
asir-1151	255	10	the	the	DET
asir-1151	255	11	new	new	ADJ
asir-1151	255	12	test	test	NOUN
asir-1151	255	13	is	be	AUX
asir-1151	255	14	an	an	DET
asir-1151	255	15	analysis	analysis	NOUN
asir-1151	255	16	of	of	ADP
asir-1151	255	17	dna	dna	PROPN
asir-1151	255	18	microarray	microarray	PROPN
asir-1151	255	19	data	datum	NOUN
asir-1151	255	20	from	from	ADP
asir-1151	255	21	an	an	DET
asir-1151	255	22	oncology	oncology	NOUN
asir-1151	255	23	study	study	NOUN
asir-1151	255	24	.	.	PUNCT
asir-1151	256	1	the	the	DET
asir-1151	256	2	data	datum	NOUN
asir-1151	256	3	,	,	PUNCT
asir-1151	256	4	published	publish	VERB
asir-1151	256	5	by	by	ADP
asir-1151	256	6	notterman	notterman	NOUN
asir-1151	256	7	et	et	PROPN
asir-1151	256	8	al	al	PROPN
asir-1151	256	9	.	.	PROPN
asir-1151	256	10	(	(	PUNCT
asir-1151	256	11	2001	2001	NUM
asir-1151	256	12	)	)	PUNCT
asir-1151	256	13	were	be	AUX
asir-1151	256	14	retrieved	retrieve	VERB
asir-1151	256	15	on	on	ADP
asir-1151	256	16	april	april	PROPN
asir-1151	256	17	20	20	NUM
asir-1151	256	18	,	,	PUNCT
asir-1151	256	19	2015	2015	NUM
asir-1151	256	20	from	from	ADP
asir-1151	256	21	the	the	DET
asir-1151	256	22	princeton	princeton	PROPN
asir-1151	256	23	university	university	NOUN
asir-1151	256	24	gene	gene	NOUN
asir-1151	256	25	expression	expression	NOUN
asir-1151	256	26	project	project	NOUN
asir-1151	256	27	website	website	NOUN
asir-1151	256	28	(	(	PUNCT
asir-1151	256	29	http://www.genomics-pubs.princeton.edu/oncology	http://www.genomics-pubs.princeton.edu/oncology	NOUN
asir-1151	256	30	)	)	PUNCT
asir-1151	256	31	.	.	PUNCT
asir-1151	257	1	a	a	DET
asir-1151	257	2	selection	selection	NOUN
asir-1151	257	3	of	of	ADP
asir-1151	257	4	200	200	NUM
asir-1151	257	5	genes	gene	NOUN
asir-1151	257	6	(	(	PUNCT
asir-1151	257	7	p	p	NOUN
asir-1151	257	8	)	)	PUNCT
asir-1151	257	9	was	be	AUX
asir-1151	257	10	used	use	VERB
asir-1151	257	11	to	to	PART
asir-1151	257	12	test	test	VERB
asir-1151	257	13	the	the	DET
asir-1151	257	14	mean	mean	ADJ
asir-1151	257	15	vectors	vector	NOUN
asir-1151	257	16	of	of	ADP
asir-1151	257	17	two	two	NUM
asir-1151	257	18	independent	independent	ADJ
asir-1151	257	19	groups	group	NOUN
asir-1151	257	20	,	,	PUNCT
asir-1151	257	21	tumor	tumor	NOUN
asir-1151	257	22	tissue	tissue	NOUN
asir-1151	257	23	and	and	CCONJ
asir-1151	257	24	normal	normal	ADJ
asir-1151	257	25	tissue	tissue	NOUN
asir-1151	257	26	.	.	PUNCT
asir-1151	258	1	each	each	DET
asir-1151	258	2	group	group	NOUN
asir-1151	258	3	is	be	AUX
asir-1151	258	4	the	the	DET
asir-1151	258	5	sample	sample	NOUN
asir-1151	258	6	size	size	NOUN
asir-1151	258	7	of	of	ADP
asir-1151	258	8	10	10	NUM
asir-1151	258	9	,	,	PUNCT
asir-1151	258	10	i.e.	i.e.	X
asir-1151	258	11	,	,	PUNCT
asir-1151	258	12	n1	n1	ADJ
asir-1151	258	13	=	=	SYM
asir-1151	258	14	n2	n2	NOUN
asir-1151	258	15	=	=	PROPN
asir-1151	258	16	10	10	NUM
asir-1151	258	17	,	,	PUNCT
asir-1151	258	18	provided	provide	VERB
asir-1151	258	19	that	that	SCONJ
asir-1151	258	20	1	1	NUM
asir-1151	258	21	2	2	NUM
asir-1151	258	22	2	2	NUM
asir-1151	258	23	18n	18n	NOUN
asir-1151	258	24	n	n	PROPN
asir-1151	258	25			NUM
asir-1151	258	26			ADV
asir-1151	258	27			PROPN
asir-1151	258	28			PROPN
asir-1151	258	29	.	.	PUNCT
asir-1151	259	1	before	before	ADP
asir-1151	259	2	calculating	calculate	VERB
asir-1151	259	3	the	the	DET
asir-1151	259	4	test	test	NOUN
asir-1151	259	5	statistics	statistic	NOUN
asir-1151	259	6	for	for	ADP
asir-1151	259	7	mean	mean	ADJ
asir-1151	259	8	vectors	vector	NOUN
asir-1151	259	9	,	,	PUNCT
asir-1151	259	10	the	the	DET
asir-1151	259	11	data	datum	NOUN
asir-1151	259	12	were	be	AUX
asir-1151	259	13	tested	test	VERB
asir-1151	259	14	for	for	ADP
asir-1151	259	15	the	the	DET
asir-1151	259	16	equality	equality	NOUN
asir-1151	259	17	of	of	ADP
asir-1151	259	18	covariance	covariance	NOUN
asir-1151	259	19	matrices	matrix	NOUN
asir-1151	259	20	,	,	PUNCT
asir-1151	259	21	using	use	VERB
asir-1151	259	22	the	the	DET
asir-1151	259	23	method	method	NOUN
asir-1151	259	24	presented	present	VERB
asir-1151	259	25	by	by	ADP
asir-1151	259	26	chaipitak	chaipitak	NOUN
asir-1151	259	27	and	and	CCONJ
asir-1151	259	28	chongcharoen	chongcharoen	NOUN
asir-1151	259	29	(	(	PUNCT
asir-1151	259	30	2013	2013	NUM
asir-1151	259	31	)	)	PUNCT
asir-1151	259	32	,	,	PUNCT
asir-1151	259	33	and	and	CCONJ
asir-1151	259	34	led	lead	VERB
asir-1151	259	35	to	to	ADP
asir-1151	259	36	the	the	DET
asir-1151	259	37	conclusion	conclusion	NOUN
asir-1151	259	38	of	of	ADP
asir-1151	259	39	equal	equal	ADJ
asir-1151	259	40	covariance	covariance	NOUN
asir-1151	259	41	matrices	matrix	NOUN
asir-1151	259	42	.	.	PUNCT
asir-1151	260	1	table	table	NOUN
asir-1151	260	2	5	5	NUM
asir-1151	260	3	.	.	PUNCT
asir-1151	261	1	testing	test	VERB
asir-1151	261	2	the	the	DET
asir-1151	261	3	equality	equality	NOUN
asir-1151	261	4	of	of	ADP
asir-1151	261	5	the	the	DET
asir-1151	261	6	gene	gene	NOUN
asir-1151	261	7	expression	expression	NOUN
asir-1151	261	8	levels	level	NOUN
asir-1151	261	9	between	between	ADP
asir-1151	261	10	tumor	tumor	NOUN
asir-1151	261	11	and	and	CCONJ
asir-1151	261	12	normal	normal	ADJ
asir-1151	261	13	tissue	tissue	NOUN
asir-1151	261	14	td	td	NOUN
asir-1151	261	15	tbs	tbs	NOUN
asir-1151	261	16	tsd	tsd	PROPN
asir-1151	261	17	tq	tq	ADV
asir-1151	261	18	test	test	NOUN
asir-1151	261	19	statistic	statistic	VERB
asir-1151	261	20	3.922	3.922	NUM
asir-1151	261	21	7.028	7.028	NUM
asir-1151	261	22	5.574	5.574	NUM
asir-1151	261	23	12.147	12.147	NUM
asir-1151	261	24	p	p	NOUN
asir-1151	261	25	value	value	VERB
asir-1151	261	26	<	<	X
asir-1151	261	27	0.001	0.001	NUM
asir-1151	261	28	<	<	X
asir-1151	261	29	0.001	0.001	NUM
asir-1151	261	30	<	<	X
asir-1151	261	31	0.001	0.001	NUM
asir-1151	261	32	<	<	X
asir-1151	261	33	0.001	0.001	NUM
asir-1151	261	34	to	to	PART
asir-1151	261	35	compute	compute	VERB
asir-1151	261	36	the	the	DET
asir-1151	261	37	proposed	propose	VERB
asir-1151	261	38	test	test	NOUN
asir-1151	261	39	statistic	statistic	NOUN
asir-1151	261	40	tq	tq	ADP
asir-1151	261	41	,	,	PUNCT
asir-1151	261	42	the	the	DET
asir-1151	261	43	variables	variable	NOUN
asir-1151	261	44	in	in	ADP
asir-1151	261	45	blocks	block	NOUN
asir-1151	261	46	were	be	AUX
asir-1151	261	47	arranged	arrange	VERB
asir-1151	261	48	in	in	ADP
asir-1151	261	49	such	such	DET
asir-1151	261	50	a	a	DET
asir-1151	261	51	way	way	NOUN
asir-1151	261	52	that	that	PRON
asir-1151	261	53	the	the	DET
asir-1151	261	54	correlation	correlation	NOUN
asir-1151	261	55	coefficient	coefficient	NOUN
asir-1151	261	56	of	of	ADP
asir-1151	261	57	any	any	DET
asir-1151	261	58	two	two	NUM
asir-1151	261	59	adjacent	adjacent	ADJ
asir-1151	261	60	variables	variable	NOUN
asir-1151	261	61	in	in	ADP
asir-1151	261	62	the	the	DET
asir-1151	261	63	same	same	ADJ
asir-1151	261	64	block	block	NOUN
asir-1151	261	65	was	be	AUX
asir-1151	261	66	greater	great	ADJ
asir-1151	261	67	than	than	ADP
asir-1151	261	68	or	or	CCONJ
asir-1151	261	69	equal	equal	ADJ
asir-1151	261	70	to	to	ADP
asir-1151	261	71	0.5	0.5	NUM
asir-1151	261	72	and	and	CCONJ
asir-1151	261	73	the	the	DET
asir-1151	261	74	largest	large	ADJ
asir-1151	261	75	block	block	NOUN
asir-1151	261	76	size	size	NOUN
asir-1151	261	77	was	be	AUX
asir-1151	261	78	12	12	NUM
asir-1151	261	79	.	.	PUNCT
asir-1151	262	1	the	the	DET
asir-1151	262	2	test	test	NOUN
asir-1151	262	3	values	value	NOUN
asir-1151	262	4	td	td	PROPN
asir-1151	262	5	,	,	PUNCT
asir-1151	262	6	by	by	ADP
asir-1151	262	7	dempster	dempster	PROPN
asir-1151	262	8	(	(	PUNCT
asir-1151	262	9	1958	1958	NUM
asir-1151	262	10	)	)	PUNCT
asir-1151	262	11	in	in	ADP
asir-1151	262	12	(	(	PUNCT
asir-1151	262	13	11	11	NUM
asir-1151	262	14	)	)	PUNCT
asir-1151	262	15	,	,	PUNCT
asir-1151	262	16	tbs	tbs	NOUN
asir-1151	262	17	,	,	PUNCT
asir-1151	262	18	by	by	ADP
asir-1151	262	19	bai	bai	PROPN
asir-1151	262	20	and	and	CCONJ
asir-1151	262	21	saranadasa	saranadasa	PROPN
asir-1151	262	22	(	(	PUNCT
asir-1151	262	23	1996	1996	NUM
asir-1151	262	24	)	)	PUNCT
asir-1151	262	25	in	in	ADP
asir-1151	262	26	(	(	PUNCT
asir-1151	262	27	12	12	NUM
asir-1151	262	28	)	)	PUNCT
asir-1151	262	29	,	,	PUNCT
asir-1151	262	30	and	and	CCONJ
asir-1151	262	31	tsd	tsd	PROPN
asir-1151	262	32	,	,	PUNCT
asir-1151	262	33	by	by	ADP
asir-1151	262	34	srivastava	srivastava	PROPN
asir-1151	262	35	and	and	CCONJ
asir-1151	262	36	du	du	PROPN
asir-1151	262	37	(	(	PUNCT
asir-1151	262	38	2008	2008	NUM
asir-1151	262	39	)	)	PUNCT
asir-1151	262	40	in	in	ADP
asir-1151	262	41	(	(	PUNCT
asir-1151	262	42	13	13	NUM
asir-1151	262	43	)	)	PUNCT
asir-1151	262	44	were	be	AUX
asir-1151	262	45	also	also	ADV
asir-1151	262	46	reported	report	VERB
asir-1151	262	47	.	.	PUNCT
asir-1151	263	1	the	the	DET
asir-1151	263	2	test	test	NOUN
asir-1151	263	3	results	result	VERB
asir-1151	263	4	from	from	ADP
asir-1151	263	5	all	all	PRON
asir-1151	263	6	of	of	ADP
asir-1151	263	7	the	the	DET
asir-1151	263	8	tests	test	NOUN
asir-1151	263	9	are	be	AUX
asir-1151	263	10	shown	show	VERB
asir-1151	263	11	in	in	ADP
asir-1151	263	12	table	table	NOUN
asir-1151	263	13	5	5	NUM
asir-1151	263	14	;	;	PUNCT
asir-1151	263	15	all	all	PRON
asir-1151	263	16	of	of	ADP
asir-1151	263	17	them	they	PRON
asir-1151	263	18	lead	lead	VERB
asir-1151	263	19	to	to	ADP
asir-1151	263	20	the	the	DET
asir-1151	263	21	rejection	rejection	NOUN
asir-1151	263	22	of	of	ADP
asir-1151	263	23	the	the	DET
asir-1151	263	24	null	null	ADJ
asir-1151	263	25	hypothesis	hypothesis	NOUN
asir-1151	263	26	of	of	ADP
asir-1151	263	27	no	no	DET
asir-1151	263	28	difference	difference	NOUN
asir-1151	263	29	between	between	ADP
asir-1151	263	30	the	the	DET
asir-1151	263	31	two	two	NUM
asir-1151	263	32	mean	mean	ADJ
asir-1151	263	33	vectors	vector	NOUN
asir-1151	263	34	,	,	PUNCT
asir-1151	263	35	i.e.	i.e.	X
asir-1151	263	36	,	,	PUNCT
asir-1151	263	37	the	the	DET
asir-1151	263	38	gene	gene	NOUN
asir-1151	263	39	expression	expression	NOUN
asir-1151	263	40	levels	level	NOUN
asir-1151	263	41	of	of	ADP
asir-1151	263	42	tumor	tumor	NOUN
asir-1151	263	43	tissue	tissue	NOUN
asir-1151	263	44	are	be	AUX
asir-1151	263	45	significantly	significantly	ADV
asir-1151	263	46	different	different	ADJ
asir-1151	263	47	from	from	ADP
asir-1151	263	48	those	those	PRON
asir-1151	263	49	of	of	ADP
asir-1151	263	50	normal	normal	ADJ
asir-1151	263	51	tissue	tissue	NOUN
asir-1151	263	52	at	at	ADP
asir-1151	263	53	the	the	DET
asir-1151	263	54	0.05	0.05	NUM
asir-1151	263	55	level	level	NOUN
asir-1151	263	56	of	of	ADP
asir-1151	263	57	significance	significance	NOUN
asir-1151	263	58	.	.	PUNCT
asir-1151	264	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	264	2	applied	apply	VERB
asir-1151	264	3	science	science	NOUN
asir-1151	264	4	and	and	CCONJ
asir-1151	264	5	innovative	innovative	ADJ
asir-1151	264	6	research	research	NOUN
asir-1151	264	7	vol	vol	NOUN
asir-1151	264	8	.	.	PROPN
asir-1151	265	1	1	1	NUM
asir-1151	265	2	,	,	PUNCT
asir-1151	265	3	no	no	INTJ
asir-1151	265	4	.	.	NOUN
asir-1151	265	5	2	2	NUM
asir-1151	265	6	,	,	PUNCT
asir-1151	265	7	2017	2017	NUM
asir-1151	265	8	129	129	NUM
asir-1151	265	9	published	publish	VERB
asir-1151	265	10	by	by	ADP
asir-1151	265	11	scholink	scholink	PROPN
asir-1151	265	12	inc	inc	PROPN
asir-1151	265	13	.	.	PROPN
asir-1151	265	14	6	6	NUM
asir-1151	265	15	.	.	PUNCT
asir-1151	266	1	conclusion	conclusion	NOUN
asir-1151	266	2	in	in	ADP
asir-1151	266	3	this	this	DET
asir-1151	266	4	study	study	NOUN
asir-1151	266	5	,	,	PUNCT
asir-1151	266	6	we	we	PRON
asir-1151	266	7	developed	develop	VERB
asir-1151	266	8	a	a	DET
asir-1151	266	9	new	new	ADJ
asir-1151	266	10	test	test	NOUN
asir-1151	266	11	for	for	ADP
asir-1151	266	12	two	two	NUM
asir-1151	266	13	-	-	PUNCT
asir-1151	266	14	sample	sample	NOUN
asir-1151	266	15	problems	problem	NOUN
asir-1151	266	16	in	in	ADP
asir-1151	266	17	high	high	ADJ
asir-1151	266	18	-	-	PUNCT
asir-1151	266	19	dimensional	dimensional	ADJ
asir-1151	266	20	data	datum	NOUN
asir-1151	266	21	when	when	SCONJ
asir-1151	266	22	the	the	DET
asir-1151	266	23	data	datum	NOUN
asir-1151	266	24	are	be	AUX
asir-1151	266	25	multivariate	multivariate	NOUN
asir-1151	266	26	normal	normal	ADJ
asir-1151	266	27	.	.	PUNCT
asir-1151	267	1	the	the	DET
asir-1151	267	2	development	development	NOUN
asir-1151	267	3	of	of	ADP
asir-1151	267	4	the	the	DET
asir-1151	267	5	test	test	NOUN
asir-1151	267	6	is	be	AUX
asir-1151	267	7	based	base	VERB
asir-1151	267	8	on	on	ADP
asir-1151	267	9	the	the	DET
asir-1151	267	10	idea	idea	NOUN
asir-1151	267	11	of	of	ADP
asir-1151	267	12	keeping	keep	VERB
asir-1151	267	13	more	more	ADJ
asir-1151	267	14	information	information	NOUN
asir-1151	267	15	from	from	ADP
asir-1151	267	16	the	the	DET
asir-1151	267	17	pooled	pooled	ADJ
asir-1151	267	18	sample	sample	NOUN
asir-1151	267	19	covariance	covariance	NOUN
asir-1151	267	20	matrix	matrix	NOUN
asir-1151	267	21	.	.	PUNCT
asir-1151	268	1	when	when	SCONJ
asir-1151	268	2	the	the	DET
asir-1151	268	3	data	data	NOUN
asir-1151	268	4	dimension	dimension	NOUN
asir-1151	268	5	goes	go	VERB
asir-1151	268	6	to	to	ADP
asir-1151	268	7	infinity	infinity	NOUN
asir-1151	268	8	,	,	PUNCT
asir-1151	268	9	or	or	CCONJ
asir-1151	268	10	p	p	NOUN
asir-1151	268	11			NOUN
asir-1151	268	12	,	,	PUNCT
asir-1151	268	13	the	the	DET
asir-1151	268	14	proposed	propose	VERB
asir-1151	268	15	test	test	NOUN
asir-1151	268	16	statistic	statistic	NOUN
asir-1151	268	17	has	have	AUX
asir-1151	268	18	been	be	AUX
asir-1151	268	19	shown	show	VERB
asir-1151	268	20	to	to	PART
asir-1151	268	21	follow	follow	VERB
asir-1151	268	22	a	a	DET
asir-1151	268	23	standard	standard	ADJ
asir-1151	268	24	normal	normal	ADJ
asir-1151	268	25	distribution	distribution	NOUN
asir-1151	268	26	under	under	ADP
asir-1151	268	27	the	the	DET
asir-1151	268	28	null	null	ADJ
asir-1151	268	29	hypothesis	hypothesis	NOUN
asir-1151	268	30	.	.	PUNCT
asir-1151	269	1	one	one	NUM
asir-1151	269	2	of	of	ADP
asir-1151	269	3	the	the	DET
asir-1151	269	4	advantages	advantage	NOUN
asir-1151	269	5	of	of	ADP
asir-1151	269	6	the	the	DET
asir-1151	269	7	new	new	ADJ
asir-1151	269	8	test	test	NOUN
asir-1151	269	9	and	and	CCONJ
asir-1151	269	10	is	be	AUX
asir-1151	269	11	that	that	SCONJ
asir-1151	269	12	it	it	PRON
asir-1151	269	13	is	be	AUX
asir-1151	269	14	invariant	invariant	ADJ
asir-1151	269	15	under	under	ADP
asir-1151	269	16	a	a	DET
asir-1151	269	17	group	group	NOUN
asir-1151	269	18	of	of	ADP
asir-1151	269	19	scalar	scalar	ADJ
asir-1151	269	20	transformation	transformation	NOUN
asir-1151	269	21	.	.	PUNCT
asir-1151	270	1	simulation	simulation	NOUN
asir-1151	270	2	results	result	NOUN
asir-1151	270	3	show	show	VERB
asir-1151	270	4	that	that	SCONJ
asir-1151	270	5	the	the	DET
asir-1151	270	6	proposed	propose	VERB
asir-1151	270	7	test	test	NOUN
asir-1151	270	8	performs	perform	VERB
asir-1151	270	9	well	well	ADV
asir-1151	270	10	and	and	CCONJ
asir-1151	270	11	becomes	become	VERB
asir-1151	270	12	more	more	ADV
asir-1151	270	13	powerful	powerful	ADJ
asir-1151	270	14	when	when	SCONJ
asir-1151	270	15	the	the	DET
asir-1151	270	16	dimension	dimension	NOUN
asir-1151	270	17	increases	increase	VERB
asir-1151	270	18	for	for	ADP
asir-1151	270	19	a	a	DET
asir-1151	270	20	given	give	VERB
asir-1151	270	21	sample	sample	NOUN
asir-1151	270	22	size	size	NOUN
asir-1151	270	23	.	.	PUNCT
asir-1151	271	1	acknowledgment	acknowledgment	NOUN
asir-1151	271	2	the	the	DET
asir-1151	271	3	authors	author	NOUN
asir-1151	271	4	would	would	AUX
asir-1151	271	5	like	like	VERB
asir-1151	271	6	to	to	PART
asir-1151	271	7	express	express	VERB
asir-1151	271	8	their	their	PRON
asir-1151	271	9	gratitude	gratitude	NOUN
asir-1151	271	10	to	to	ADP
asir-1151	271	11	the	the	DET
asir-1151	271	12	ministry	ministry	PROPN
asir-1151	271	13	of	of	ADP
asir-1151	271	14	science	science	NOUN
asir-1151	271	15	and	and	CCONJ
asir-1151	271	16	technology	technology	NOUN
asir-1151	271	17	,	,	PUNCT
asir-1151	271	18	thailand	thailand	PROPN
asir-1151	271	19	,	,	PUNCT
asir-1151	271	20	for	for	ADP
asir-1151	271	21	their	their	PRON
asir-1151	271	22	financial	financial	ADJ
asir-1151	271	23	support	support	NOUN
asir-1151	271	24	.	.	PUNCT
asir-1151	272	1	references	reference	NOUN
asir-1151	272	2	anderson	anderson	PROPN
asir-1151	272	3	,	,	PUNCT
asir-1151	272	4	t.	t.	PROPN
asir-1151	272	5	w.	w.	PROPN
asir-1151	272	6	(	(	PUNCT
asir-1151	272	7	2003	2003	NUM
asir-1151	272	8	)	)	PUNCT
asir-1151	272	9	.	.	PUNCT
asir-1151	273	1	an	an	DET
asir-1151	273	2	introduction	introduction	NOUN
asir-1151	273	3	to	to	PART
asir-1151	273	4	multivariate	multivariate	VERB
asir-1151	273	5	statistical	statistical	ADJ
asir-1151	273	6	analysis	analysis	NOUN
asir-1151	273	7	(	(	PUNCT
asir-1151	273	8	3rd	3rd	ADJ
asir-1151	273	9	ed	ed	NOUN
asir-1151	273	10	.	.	PUNCT
asir-1151	273	11	,	,	PUNCT
asir-1151	273	12	p.	p.	NOUN
asir-1151	273	13	176	176	NUM
asir-1151	273	14	)	)	PUNCT
asir-1151	273	15	.	.	PUNCT
asir-1151	274	1	wiley	wiley	PROPN
asir-1151	274	2	,	,	PUNCT
asir-1151	274	3	new	new	PROPN
asir-1151	274	4	jersey	jersey	PROPN
asir-1151	274	5	,	,	PUNCT
asir-1151	274	6	u.s.a	u.s.a	PROPN
asir-1151	274	7	.	.	PROPN
asir-1151	274	8	bai	bai	PROPN
asir-1151	274	9	,	,	PUNCT
asir-1151	274	10	z.	z.	PROPN
asir-1151	274	11	,	,	PUNCT
asir-1151	274	12	&	&	CCONJ
asir-1151	274	13	saranadasa	saranadasa	PROPN
asir-1151	274	14	,	,	PUNCT
asir-1151	274	15	h.	h.	PROPN
asir-1151	274	16	(	(	PUNCT
asir-1151	274	17	1996	1996	NUM
asir-1151	274	18	)	)	PUNCT
asir-1151	274	19	.	.	PUNCT
asir-1151	275	1	effect	effect	NOUN
asir-1151	275	2	of	of	ADP
asir-1151	275	3	high	high	ADJ
asir-1151	275	4	dimension	dimension	NOUN
asir-1151	275	5	:	:	PUNCT
asir-1151	275	6	by	by	ADP
asir-1151	275	7	an	an	DET
asir-1151	275	8	example	example	NOUN
asir-1151	275	9	of	of	ADP
asir-1151	275	10	a	a	DET
asir-1151	275	11	two	two	NUM
asir-1151	275	12	sample	sample	NOUN
asir-1151	275	13	problem	problem	NOUN
asir-1151	275	14	.	.	PUNCT
asir-1151	276	1	statistica	statistica	PROPN
asir-1151	276	2	sinica	sinica	PROPN
asir-1151	276	3	,	,	PUNCT
asir-1151	276	4	6	6	NUM
asir-1151	276	5	,	,	PUNCT
asir-1151	276	6	311	311	NUM
asir-1151	276	7	-	-	SYM
asir-1151	276	8	329	329	NUM
asir-1151	276	9	.	.	PUNCT
asir-1151	277	1	chaipitak	chaipitak	PROPN
asir-1151	277	2	,	,	PUNCT
asir-1151	277	3	s.	s.	PROPN
asir-1151	277	4	,	,	PUNCT
asir-1151	277	5	&	&	CCONJ
asir-1151	277	6	chongcharoen	chongcharoen	PROPN
asir-1151	277	7	,	,	PUNCT
asir-1151	277	8	s.	s.	PROPN
asir-1151	277	9	(	(	PUNCT
asir-1151	277	10	2013	2013	NUM
asir-1151	277	11	)	)	PUNCT
asir-1151	277	12	.	.	PUNCT
asir-1151	278	1	a	a	DET
asir-1151	278	2	test	test	NOUN
asir-1151	278	3	for	for	ADP
asir-1151	278	4	testing	test	VERB
asir-1151	278	5	the	the	DET
asir-1151	278	6	equality	equality	NOUN
asir-1151	278	7	of	of	ADP
asir-1151	278	8	two	two	NUM
asir-1151	278	9	covariance	covariance	NOUN
asir-1151	278	10	matrices	matrix	NOUN
asir-1151	278	11	for	for	ADP
asir-1151	278	12	high	high	ADJ
asir-1151	278	13	-	-	PUNCT
asir-1151	278	14	dimensional	dimensional	ADJ
asir-1151	278	15	data	datum	NOUN
asir-1151	278	16	.	.	PUNCT
asir-1151	279	1	journal	journal	PROPN
asir-1151	279	2	of	of	ADP
asir-1151	279	3	applied	apply	VERB
asir-1151	279	4	sciences	science	NOUN
asir-1151	279	5	,	,	PUNCT
asir-1151	279	6	13(2	13(2	PROPN
asir-1151	279	7	)	)	PUNCT
asir-1151	279	8	,	,	PUNCT
asir-1151	279	9	270	270	NUM
asir-1151	279	10	-	-	SYM
asir-1151	279	11	277	277	NUM
asir-1151	279	12	.	.	PUNCT
asir-1151	280	1	https://doi.org/10.3923/jas.2013.270.277	https://doi.org/10.3923/jas.2013.270.277	PROPN
asir-1151	280	2	chen	chen	PROPN
asir-1151	280	3	,	,	PUNCT
asir-1151	280	4	s.	s.	PROPN
asir-1151	280	5	x.	x.	PROPN
asir-1151	280	6	,	,	PUNCT
asir-1151	280	7	&	&	CCONJ
asir-1151	280	8	qin	qin	PROPN
asir-1151	280	9	,	,	PUNCT
asir-1151	280	10	y.	y.	PROPN
asir-1151	280	11	l.	l.	PROPN
asir-1151	280	12	(	(	PUNCT
asir-1151	280	13	2010	2010	NUM
asir-1151	280	14	)	)	PUNCT
asir-1151	280	15	.	.	PUNCT
asir-1151	281	1	a	a	DET
asir-1151	281	2	two	two	NUM
asir-1151	281	3	-	-	PUNCT
asir-1151	281	4	sample	sample	NOUN
asir-1151	281	5	test	test	NOUN
asir-1151	281	6	for	for	ADP
asir-1151	281	7	high	high	ADJ
asir-1151	281	8	-	-	PUNCT
asir-1151	281	9	dimensional	dimensional	ADJ
asir-1151	281	10	data	datum	NOUN
asir-1151	281	11	with	with	ADP
asir-1151	281	12	applications	application	NOUN
asir-1151	281	13	to	to	ADP
asir-1151	281	14	gene	gene	NOUN
asir-1151	281	15	-	-	PUNCT
asir-1151	281	16	set	set	VERB
asir-1151	281	17	testing	testing	NOUN
asir-1151	281	18	.	.	PUNCT
asir-1151	282	1	the	the	DET
asir-1151	282	2	annals	annal	NOUN
asir-1151	282	3	of	of	ADP
asir-1151	282	4	statistics	statistic	NOUN
asir-1151	282	5	,	,	PUNCT
asir-1151	282	6	38(2	38(2	NOUN
asir-1151	282	7	)	)	PUNCT
asir-1151	282	8	,	,	PUNCT
asir-1151	282	9	808	808	NUM
asir-1151	282	10	-	-	SYM
asir-1151	282	11	835	835	NUM
asir-1151	282	12	.	.	PUNCT
asir-1151	283	1	https://doi.org/10.1214/09-aos716	https://doi.org/10.1214/09-aos716	NOUN
asir-1151	283	2	davis	davis	PROPN
asir-1151	283	3	,	,	PUNCT
asir-1151	283	4	c.	c.	PROPN
asir-1151	283	5	s.	s.	PROPN
asir-1151	283	6	(	(	PUNCT
asir-1151	283	7	2002	2002	NUM
asir-1151	283	8	)	)	PUNCT
asir-1151	283	9	.	.	PUNCT
asir-1151	284	1	statistical	statistical	ADJ
asir-1151	284	2	methods	method	NOUN
asir-1151	284	3	for	for	ADP
asir-1151	284	4	the	the	DET
asir-1151	284	5	analysis	analysis	NOUN
asir-1151	284	6	of	of	ADP
asir-1151	284	7	repeated	repeat	VERB
asir-1151	284	8	measurements	measurement	NOUN
asir-1151	284	9	(	(	PUNCT
asir-1151	284	10	1st	1st	ADJ
asir-1151	284	11	ed	ed	NOUN
asir-1151	284	12	.	.	PUNCT
asir-1151	284	13	,	,	PUNCT
asir-1151	284	14	p.	p.	NOUN
asir-1151	284	15	47	47	NUM
asir-1151	284	16	)	)	PUNCT
asir-1151	284	17	.	.	PUNCT
asir-1151	285	1	springer	springer	PROPN
asir-1151	285	2	new	new	PROPN
asir-1151	285	3	york	york	PROPN
asir-1151	285	4	,	,	PUNCT
asir-1151	285	5	u.s.a	u.s.a	PROPN
asir-1151	285	6	.	.	PUNCT
asir-1151	285	7	dempster	dempster	PROPN
asir-1151	285	8	,	,	PUNCT
asir-1151	285	9	a.	a.	NOUN
asir-1151	285	10	p.	p.	NOUN
asir-1151	285	11	(	(	PUNCT
asir-1151	285	12	1958	1958	NUM
asir-1151	285	13	)	)	PUNCT
asir-1151	285	14	.	.	PUNCT
asir-1151	286	1	a	a	DET
asir-1151	286	2	high	high	ADJ
asir-1151	286	3	dimensional	dimensional	ADJ
asir-1151	286	4	two	two	NUM
asir-1151	286	5	sample	sample	NOUN
asir-1151	286	6	significance	significance	NOUN
asir-1151	286	7	test	test	NOUN
asir-1151	286	8	.	.	PUNCT
asir-1151	287	1	the	the	DET
asir-1151	287	2	annals	annal	NOUN
asir-1151	287	3	of	of	ADP
asir-1151	287	4	mathematical	mathematical	ADJ
asir-1151	287	5	statistics	statistic	NOUN
asir-1151	287	6	,	,	PUNCT
asir-1151	287	7	29(4	29(4	NOUN
asir-1151	287	8	)	)	PUNCT
asir-1151	287	9	,	,	PUNCT
asir-1151	287	10	995	995	NUM
asir-1151	287	11	-	-	SYM
asir-1151	287	12	1010	1010	NUM
asir-1151	287	13	.	.	PUNCT
asir-1151	288	1	https://doi.org/10.1214/aoms/1177706437	https://doi.org/10.1214/aoms/1177706437	PROPN
asir-1151	288	2	eaton	eaton	PROPN
asir-1151	288	3	,	,	PUNCT
asir-1151	288	4	m.	m.	PROPN
asir-1151	288	5	l.	l.	PROPN
asir-1151	288	6	,	,	PUNCT
asir-1151	288	7	&	&	CCONJ
asir-1151	288	8	perlman	perlman	NOUN
asir-1151	288	9	,	,	PUNCT
asir-1151	288	10	m.	m.	NOUN
asir-1151	288	11	d.	d.	PROPN
asir-1151	288	12	(	(	PUNCT
asir-1151	288	13	1973	1973	NUM
asir-1151	288	14	)	)	PUNCT
asir-1151	288	15	.	.	PUNCT
asir-1151	289	1	the	the	DET
asir-1151	289	2	non	non	ADJ
asir-1151	289	3	-	-	NOUN
asir-1151	289	4	singularity	singularity	NOUN
asir-1151	289	5	of	of	ADP
asir-1151	289	6	generalized	generalized	ADJ
asir-1151	289	7	sample	sample	NOUN
asir-1151	289	8	covariance	covariance	NOUN
asir-1151	289	9	matrices	matrix	NOUN
asir-1151	289	10	.	.	PUNCT
asir-1151	290	1	the	the	DET
asir-1151	290	2	annals	annal	NOUN
asir-1151	290	3	of	of	ADP
asir-1151	290	4	statistics	statistic	NOUN
asir-1151	290	5	,	,	PUNCT
asir-1151	290	6	1(4	1(4	NUM
asir-1151	290	7	)	)	PUNCT
asir-1151	290	8	,	,	PUNCT
asir-1151	290	9	710	710	NUM
asir-1151	290	10	-	-	SYM
asir-1151	290	11	717	717	NUM
asir-1151	290	12	.	.	PUNCT
asir-1151	291	1	https://doi.org/10.1214/aos/1176342465	https://doi.org/10.1214/aos/1176342465	PROPN
asir-1151	291	2	jiamwattanapong	jiamwattanapong	PROPN
asir-1151	291	3	,	,	PUNCT
asir-1151	291	4	k.	k.	PROPN
asir-1151	291	5	,	,	PUNCT
asir-1151	291	6	&	&	CCONJ
asir-1151	291	7	chongcharoen	chongcharoen	PROPN
asir-1151	291	8	,	,	PUNCT
asir-1151	291	9	s.	s.	PROPN
asir-1151	291	10	(	(	PUNCT
asir-1151	291	11	2015	2015	NUM
asir-1151	291	12	)	)	PUNCT
asir-1151	291	13	.	.	PUNCT
asir-1151	292	1	a	a	DET
asir-1151	292	2	new	new	ADJ
asir-1151	292	3	test	test	NOUN
asir-1151	292	4	for	for	ADP
asir-1151	292	5	the	the	DET
asir-1151	292	6	mean	mean	ADJ
asir-1151	292	7	vector	vector	NOUN
asir-1151	292	8	in	in	ADP
asir-1151	292	9	high	high	ADJ
asir-1151	292	10	-	-	PUNCT
asir-1151	292	11	dimensional	dimensional	ADJ
asir-1151	292	12	data	datum	NOUN
asir-1151	292	13	.	.	PUNCT
asir-1151	293	1	songklanakarin	songklanakarin	PROPN
asir-1151	293	2	j.	j.	PROPN
asir-1151	293	3	sci	sci	PROPN
asir-1151	293	4	.	.	PROPN
asir-1151	293	5	technol	technol	PROPN
asir-1151	293	6	.	.	PROPN
asir-1151	293	7	,	,	PUNCT
asir-1151	293	8	37(4	37(4	PROPN
asir-1151	293	9	)	)	PUNCT
asir-1151	293	10	,	,	PUNCT
asir-1151	293	11	477	477	NUM
asir-1151	293	12	-	-	SYM
asir-1151	293	13	484	484	NUM
asir-1151	293	14	.	.	PUNCT
asir-1151	294	1	notterman	notterman	PROPN
asir-1151	294	2	,	,	PUNCT
asir-1151	294	3	d.	d.	PROPN
asir-1151	294	4	a.	a.	PROPN
asir-1151	294	5	,	,	PUNCT
asir-1151	294	6	alon	alon	PROPN
asir-1151	294	7	,	,	PUNCT
asir-1151	294	8	u.	u.	PROPN
asir-1151	294	9	,	,	PUNCT
asir-1151	294	10	sierk	sierk	NOUN
asir-1151	294	11	,	,	PUNCT
asir-1151	294	12	a.	a.	PROPN
asir-1151	294	13	j.	j.	PROPN
asir-1151	294	14	,	,	PUNCT
asir-1151	294	15	&	&	CCONJ
asir-1151	294	16	levine	levine	PROPN
asir-1151	294	17	,	,	PUNCT
asir-1151	294	18	a.	a.	PROPN
asir-1151	294	19	j.	j.	PROPN
asir-1151	294	20	(	(	PUNCT
asir-1151	294	21	2001	2001	NUM
asir-1151	294	22	)	)	PUNCT
asir-1151	294	23	.	.	PUNCT
asir-1151	295	1	transcriptional	transcriptional	ADJ
asir-1151	295	2	gene	gene	NOUN
asir-1151	295	3	expression	expression	NOUN
asir-1151	295	4	profiles	profile	NOUN
asir-1151	295	5	of	of	ADP
asir-1151	295	6	colorectal	colorectal	ADJ
asir-1151	295	7	adenoma	adenoma	ADJ
asir-1151	295	8	,	,	PUNCT
asir-1151	295	9	adenocarcinoma	adenocarcinoma	NOUN
asir-1151	295	10	,	,	PUNCT
asir-1151	295	11	and	and	CCONJ
asir-1151	295	12	normal	normal	ADJ
asir-1151	295	13	tissue	tissue	NOUN
asir-1151	295	14	examined	examine	VERB
asir-1151	295	15	by	by	ADP
asir-1151	295	16	oligonucleotide	oligonucleotide	NOUN
asir-1151	295	17	arrays	array	NOUN
asir-1151	295	18	.	.	PUNCT
asir-1151	296	1	cancer	cancer	NOUN
asir-1151	296	2	research	research	NOUN
asir-1151	296	3	,	,	PUNCT
asir-1151	296	4	61	61	NUM
asir-1151	296	5	,	,	PUNCT
asir-1151	296	6	3124	3124	NUM
asir-1151	296	7	-	-	SYM
asir-1151	296	8	3130	3130	NUM
asir-1151	296	9	.	.	PUNCT
asir-1151	297	1	park	park	PROPN
asir-1151	297	2	,	,	PUNCT
asir-1151	297	3	j.	j.	PROPN
asir-1151	297	4	,	,	PUNCT
asir-1151	297	5	&	&	CCONJ
asir-1151	297	6	ayyala	ayyala	PROPN
asir-1151	297	7	,	,	PUNCT
asir-1151	297	8	d.	d.	PROPN
asir-1151	297	9	n.	n.	PROPN
asir-1151	297	10	(	(	PUNCT
asir-1151	297	11	2013	2013	NUM
asir-1151	297	12	)	)	PUNCT
asir-1151	297	13	.	.	PUNCT
asir-1151	298	1	a	a	DET
asir-1151	298	2	test	test	NOUN
asir-1151	298	3	for	for	ADP
asir-1151	298	4	the	the	DET
asir-1151	298	5	mean	mean	ADJ
asir-1151	298	6	vector	vector	NOUN
asir-1151	298	7	in	in	ADP
asir-1151	298	8	large	large	ADJ
asir-1151	298	9	dimension	dimension	NOUN
asir-1151	298	10	and	and	CCONJ
asir-1151	298	11	small	small	ADJ
asir-1151	298	12	samples	sample	NOUN
asir-1151	298	13	.	.	PUNCT
asir-1151	299	1	journal	journal	NOUN
asir-1151	299	2	of	of	ADP
asir-1151	299	3	statistical	statistical	ADJ
asir-1151	299	4	planning	planning	NOUN
asir-1151	299	5	and	and	CCONJ
asir-1151	299	6	inference	inference	NOUN
asir-1151	299	7	,	,	PUNCT
asir-1151	299	8	143(5	143(5	NUM
asir-1151	299	9	)	)	PUNCT
asir-1151	299	10	,	,	PUNCT
asir-1151	299	11	929	929	NUM
asir-1151	299	12	-	-	SYM
asir-1151	299	13	943	943	NUM
asir-1151	299	14	.	.	PUNCT
asir-1151	300	1	https://doi.org/10.1016/j.jspi.2012.11.001	https://doi.org/10.1016/j.jspi.2012.11.001	VERB
asir-1151	300	2	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-1151	300	3	applied	apply	VERB
asir-1151	300	4	science	science	NOUN
asir-1151	300	5	and	and	CCONJ
asir-1151	300	6	innovative	innovative	ADJ
asir-1151	300	7	research	research	NOUN
asir-1151	300	8	vol	vol	NOUN
asir-1151	300	9	.	.	PROPN
asir-1151	301	1	1	1	NUM
asir-1151	301	2	,	,	PUNCT
asir-1151	301	3	no	no	INTJ
asir-1151	301	4	.	.	NOUN
asir-1151	301	5	2	2	NUM
asir-1151	301	6	,	,	PUNCT
asir-1151	301	7	2017	2017	NUM
asir-1151	301	8	130	130	NUM
asir-1151	301	9	published	publish	VERB
asir-1151	301	10	by	by	ADP
asir-1151	301	11	scholink	scholink	PROPN
asir-1151	301	12	inc	inc	PROPN
asir-1151	301	13	.	.	PROPN
asir-1151	301	14	rencher	rencher	PROPN
asir-1151	301	15	,	,	PUNCT
asir-1151	301	16	a.	a.	PROPN
asir-1151	301	17	c.	c.	PROPN
asir-1151	301	18	(	(	PUNCT
asir-1151	301	19	2001	2001	NUM
asir-1151	301	20	)	)	PUNCT
asir-1151	301	21	.	.	PUNCT
asir-1151	302	1	methods	method	NOUN
asir-1151	302	2	of	of	ADP
asir-1151	302	3	multivariate	multivariate	NOUN
asir-1151	302	4	analysis	analysis	NOUN
asir-1151	302	5	(	(	PUNCT
asir-1151	302	6	2nd	2nd	ADJ
asir-1151	302	7	ed	ed	NOUN
asir-1151	302	8	.	.	PROPN
asir-1151	302	9	,	,	PUNCT
asir-1151	302	10	pp	pp	PROPN
asir-1151	302	11	.	.	PUNCT
asir-1151	303	1	118	118	NUM
asir-1151	303	2	-	-	SYM
asir-1151	303	3	120	120	NUM
asir-1151	303	4	)	)	PUNCT
asir-1151	303	5	wiley	wiley	NOUN
asir-1151	303	6	,	,	PUNCT
asir-1151	303	7	new	new	PROPN
asir-1151	303	8	york	york	PROPN
asir-1151	303	9	,	,	PUNCT
asir-1151	303	10	u.s.a	u.s.a	PROPN
asir-1151	303	11	.	.	PROPN
asir-1151	303	12	seber	seber	PROPN
asir-1151	303	13	,	,	PUNCT
asir-1151	303	14	g.	g.	PROPN
asir-1151	303	15	a.	a.	PROPN
asir-1151	303	16	(	(	PUNCT
asir-1151	303	17	2009	2009	NUM
asir-1151	303	18	)	)	PUNCT
asir-1151	303	19	.	.	PUNCT
asir-1151	304	1	multivariate	multivariate	NOUN
asir-1151	304	2	observations	observation	NOUN
asir-1151	304	3	(	(	PUNCT
asir-1151	304	4	vol	vol	NOUN
asir-1151	304	5	.	.	PROPN
asir-1151	304	6	252	252	NUM
asir-1151	304	7	,	,	PUNCT
asir-1151	304	8	p.	p.	NOUN
asir-1151	304	9	28	28	NUM
asir-1151	304	10	)	)	PUNCT
asir-1151	304	11	.	.	PUNCT
asir-1151	305	1	john	john	PROPN
asir-1151	305	2	wiley	wiley	PROPN
asir-1151	305	3	&	&	CCONJ
asir-1151	305	4	sons	son	NOUN
asir-1151	305	5	,	,	PUNCT
asir-1151	305	6	new	new	PROPN
asir-1151	305	7	york	york	PROPN
asir-1151	305	8	,	,	PUNCT
asir-1151	305	9	u.s.a	u.s.a	PROPN
asir-1151	305	10	.	.	PUNCT
asir-1151	305	11	srivastava	srivastava	PROPN
asir-1151	305	12	,	,	PUNCT
asir-1151	305	13	m.	m.	PROPN
asir-1151	305	14	s.	s.	PROPN
asir-1151	305	15	(	(	PUNCT
asir-1151	305	16	2009	2009	NUM
asir-1151	305	17	)	)	PUNCT
asir-1151	305	18	.	.	PUNCT
asir-1151	306	1	a	a	DET
asir-1151	306	2	test	test	NOUN
asir-1151	306	3	for	for	ADP
asir-1151	306	4	the	the	DET
asir-1151	306	5	mean	mean	ADJ
asir-1151	306	6	vector	vector	NOUN
asir-1151	306	7	with	with	ADP
asir-1151	306	8	fewer	few	ADJ
asir-1151	306	9	observations	observation	NOUN
asir-1151	306	10	than	than	ADP
asir-1151	306	11	the	the	DET
asir-1151	306	12	dimension	dimension	NOUN
asir-1151	306	13	under	under	ADP
asir-1151	306	14	non	non	ADJ
asir-1151	306	15	-	-	NOUN
asir-1151	306	16	normality	normality	ADJ
asir-1151	306	17	.	.	PUNCT
asir-1151	307	1	journal	journal	NOUN
asir-1151	307	2	of	of	ADP
asir-1151	307	3	multivariate	multivariate	NOUN
asir-1151	307	4	analysis	analysis	NOUN
asir-1151	307	5	,	,	PUNCT
asir-1151	307	6	100(3	100(3	NUM
asir-1151	307	7	)	)	PUNCT
asir-1151	307	8	,	,	PUNCT
asir-1151	307	9	518	518	NUM
asir-1151	307	10	-	-	SYM
asir-1151	307	11	532	532	NUM
asir-1151	307	12	.	.	PUNCT
asir-1151	308	1	https://doi.org/10.1016/j.jmva.2008.06.006	https://doi.org/10.1016/j.jmva.2008.06.006	PROPN
asir-1151	308	2	srivastava	srivastava	PROPN
asir-1151	308	3	,	,	PUNCT
asir-1151	308	4	m.	m.	NOUN
asir-1151	308	5	s.	s.	PROPN
asir-1151	308	6	,	,	PUNCT
asir-1151	308	7	&	&	CCONJ
asir-1151	308	8	du	du	PROPN
asir-1151	308	9	,	,	PUNCT
asir-1151	308	10	m.	m.	NOUN
asir-1151	308	11	(	(	PUNCT
asir-1151	308	12	2008	2008	NUM
asir-1151	308	13	)	)	PUNCT
asir-1151	308	14	.	.	PUNCT
asir-1151	309	1	a	a	DET
asir-1151	309	2	test	test	NOUN
asir-1151	309	3	for	for	ADP
asir-1151	309	4	the	the	DET
asir-1151	309	5	mean	mean	ADJ
asir-1151	309	6	vector	vector	NOUN
asir-1151	309	7	with	with	ADP
asir-1151	309	8	fewer	few	ADJ
asir-1151	309	9	observations	observation	NOUN
asir-1151	309	10	than	than	ADP
asir-1151	309	11	the	the	DET
asir-1151	309	12	dimension	dimension	NOUN
asir-1151	309	13	.	.	PUNCT
asir-1151	310	1	journal	journal	NOUN
asir-1151	310	2	of	of	ADP
asir-1151	310	3	multivariate	multivariate	NOUN
asir-1151	310	4	analysis	analysis	NOUN
asir-1151	310	5	,	,	PUNCT
asir-1151	310	6	99(3	99(3	NUM
asir-1151	310	7	)	)	PUNCT
asir-1151	310	8	,	,	PUNCT
asir-1151	310	9	386	386	NUM
asir-1151	310	10	-	-	SYM
asir-1151	310	11	402	402	NUM
asir-1151	310	12	.	.	PUNCT
asir-1151	310	13	https://doi.org/10.1016/j.jmva.2006.11.002	https://doi.org/10.1016/j.jmva.2006.11.002	PROPN
asir-1151	310	14	tracy	tracy	PROPN
asir-1151	310	15	,	,	PUNCT
asir-1151	310	16	c.	c.	PROPN
asir-1151	310	17	a.	a.	PROPN
asir-1151	310	18	,	,	PUNCT
asir-1151	310	19	&	&	CCONJ
asir-1151	310	20	widom	widom	PROPN
asir-1151	310	21	,	,	PUNCT
asir-1151	310	22	h.	h.	PROPN
asir-1151	310	23	(	(	PUNCT
asir-1151	310	24	1996	1996	NUM
asir-1151	310	25	)	)	PUNCT
asir-1151	310	26	.	.	PUNCT
asir-1151	311	1	on	on	ADP
asir-1151	311	2	orthogonal	orthogonal	ADJ
asir-1151	311	3	and	and	CCONJ
asir-1151	311	4	symplectic	symplectic	ADJ
asir-1151	311	5	matrix	matrix	NOUN
asir-1151	311	6	ensembles	ensemble	NOUN
asir-1151	311	7	.	.	PUNCT
asir-1151	312	1	communications	communication	NOUN
asir-1151	312	2	in	in	ADP
asir-1151	312	3	mathematical	mathematical	ADJ
asir-1151	312	4	physics	physics	NOUN
asir-1151	312	5	,	,	PUNCT
asir-1151	312	6	177	177	NUM
asir-1151	312	7	,	,	PUNCT
asir-1151	312	8	727	727	NUM
asir-1151	312	9	-	-	SYM
asir-1151	312	10	754	754	NUM
asir-1151	312	11	.	.	PUNCT
asir-1151	312	12	https://doi.org/10.1007/bf02099545	https://doi.org/10.1007/bf02099545	X
asir-1151	312	13	zhang	zhang	PROPN
asir-1151	312	14	,	,	PUNCT
asir-1151	312	15	j.	j.	PROPN
asir-1151	312	16	,	,	PUNCT
asir-1151	312	17	&	&	CCONJ
asir-1151	312	18	xu	xu	PROPN
asir-1151	312	19	,	,	PUNCT
asir-1151	312	20	j.	j.	PROPN
asir-1151	312	21	(	(	PUNCT
asir-1151	312	22	2009	2009	NUM
asir-1151	312	23	)	)	PUNCT
asir-1151	312	24	.	.	PUNCT
asir-1151	313	1	on	on	ADP
asir-1151	313	2	the	the	DET
asir-1151	313	3	k	k	PROPN
asir-1151	313	4	-	-	PUNCT
asir-1151	313	5	sample	sample	NOUN
asir-1151	313	6	behrens	behrens	PROPN
asir-1151	313	7	-	-	PUNCT
asir-1151	313	8	fisher	fisher	PROPN
asir-1151	313	9	problem	problem	NOUN
asir-1151	313	10	for	for	ADP
asir-1151	313	11	high	high	ADJ
asir-1151	313	12	-	-	PUNCT
asir-1151	313	13	dimensional	dimensional	ADJ
asir-1151	313	14	data	datum	NOUN
asir-1151	313	15	.	.	PUNCT
asir-1151	314	1	science	science	NOUN
asir-1151	314	2	in	in	ADP
asir-1151	314	3	china	china	PROPN
asir-1151	314	4	,	,	PUNCT
asir-1151	314	5	series	series	PROPN
asir-1151	314	6	a	a	PRON
asir-1151	314	7	:	:	PUNCT
asir-1151	314	8	mathematics	mathematic	NOUN
asir-1151	314	9	,	,	PUNCT
asir-1151	314	10	52(6	52(6	NOUN
asir-1151	314	11	)	)	PUNCT
asir-1151	314	12	,	,	PUNCT
asir-1151	314	13	1285	1285	NUM
asir-1151	314	14	-	-	SYM
asir-1151	314	15	1304	1304	NUM
asir-1151	314	16	.	.	PUNCT
asir-1151	315	1	https://doi.org/10.1007/s11425-009-0091-x	https://doi.org/10.1007/s11425-009-0091-x	NOUN