id	sid	tid	token	lemma	pos
iajs-1441	1	1	conseguences	conseguence	NOUN
iajs-1441	1	2	of	of	ADP
iajs-1441	1	3	soil	soil	NOUN
iajs-1441	1	4	crude	crude	ADJ
iajs-1441	1	5	oil	oil	NOUN
iajs-1441	1	6	pollution	pollution	NOUN
iajs-1441	1	7	on	on	ADP
iajs-1441	1	8	some	some	DET
iajs-1441	1	9	wood	wood	NOUN
iajs-1441	1	10	properties	property	NOUN
iajs-1441	1	11	of	of	ADP
iajs-1441	1	12	olive	olive	NOUN
iajs-1441	1	13	trees	tree	NOUN
iajs-1441	1	14	mathematics	mathematic	NOUN
iajs-1441	1	15	|177	|177	VERB
iajs-1441	1	16	2102	2102	NUM
iajs-1441	1	17	(	(	PUNCT
iajs-1441	1	18	عام	عام	ADP
iajs-1441	1	19	2	2	NUM
iajs-1441	1	20	(	(	PUNCT
iajs-1441	1	21	العدد	العدد	PROPN
iajs-1441	1	22	)	)	PUNCT
iajs-1441	2	1	30الهيثم	30الهيثم	NUM
iajs-1441	2	2	للعلوم	للعلوم	NOUN
iajs-1441	2	3	الصرفة	الصرفة	NOUN
iajs-1441	2	4	و	و	PRON
iajs-1441	2	5	التطبيقية	التطبيقية	ADV
iajs-1441	2	6	المجلد	المجلد	ADV
iajs-1441	2	7	)	)	PUNCT
iajs-1441	2	8	مجلة	مجلة	VERB
iajs-1441	2	9	إبن	إبن	VERB
iajs-1441	2	10	ibn	ibn	PROPN
iajs-1441	2	11	al	al	PROPN
iajs-1441	2	12	-	-	PUNCT
iajs-1441	2	13	haitham	haitham	PROPN
iajs-1441	2	14	j.	j.	PROPN
iajs-1441	2	15	for	for	ADP
iajs-1441	2	16	pure	pure	PROPN
iajs-1441	2	17	&	&	CCONJ
iajs-1441	2	18	appl	appl	PROPN
iajs-1441	2	19	.	.	PUNCT
iajs-1441	3	1	sci	sci	PROPN
iajs-1441	3	2	.	.	PUNCT
iajs-1441	4	1	vol.03	vol.03	PROPN
iajs-1441	4	2	(	(	PUNCT
iajs-1441	4	3	2	2	NUM
iajs-1441	4	4	)	)	PUNCT
iajs-1441	4	5	2017	2017	NUM
iajs-1441	4	6	on	on	ADP
iajs-1441	4	7	double	double	ADJ
iajs-1441	4	8	stage	stage	NOUN
iajs-1441	4	9	shrinkage	shrinkage	NOUN
iajs-1441	4	10	estimator	estimator	NOUN
iajs-1441	4	11	for	for	ADP
iajs-1441	4	12	the	the	DET
iajs-1441	4	13	variance	variance	NOUN
iajs-1441	4	14	of	of	ADP
iajs-1441	4	15	normal	normal	ADJ
iajs-1441	4	16	distribution	distribution	NOUN
iajs-1441	4	17	with	with	ADP
iajs-1441	4	18	unknown	unknown	ADJ
iajs-1441	4	19	mean	mean	NOUN
iajs-1441	4	20	muna	muna	PROPN
iajs-1441	4	21	d.	d.	PROPN
iajs-1441	4	22	salman	salman	PROPN
iajs-1441	4	23	dept	dept	PROPN
iajs-1441	4	24	.	.	PROPN
iajs-1441	4	25	of	of	ADP
iajs-1441	4	26	mathematics	mathematics	PROPN
iajs-1441	4	27	/	/	SYM
iajs-1441	4	28	college	college	NOUN
iajs-1441	4	29	of	of	ADP
iajs-1441	4	30	education	education	NOUN
iajs-1441	4	31	for	for	ADP
iajs-1441	4	32	pure	pure	ADJ
iajs-1441	4	33	science(ibn	science(ibn	PROPN
iajs-1441	4	34	-	-	PUNCT
iajs-1441	4	35	al	al	PROPN
iajs-1441	4	36	-	-	PUNCT
iajs-1441	4	37	haitham)/	haitham)/	PROPN
iajs-1441	4	38	university	university	NOUN
iajs-1441	4	39	of	of	ADP
iajs-1441	4	40	baghdad	baghdad	PROPN
iajs-1441	4	41	received	receive	VERB
iajs-1441	4	42	in	in	ADP
iajs-1441	4	43	:	:	PUNCT
iajs-1441	4	44	19/	19/	NUM
iajs-1441	4	45	may	may	NOUN
iajs-1441	4	46	/2016	/2016	PUNCT
iajs-1441	4	47	,	,	PUNCT
iajs-1441	4	48	accepted	accept	VERB
iajs-1441	4	49	in	in	ADP
iajs-1441	4	50	:	:	PUNCT
iajs-1441	4	51	22	22	NUM
iajs-1441	4	52	/february/	/february/	SYM
iajs-1441	4	53	2017	2017	NUM
iajs-1441	4	54	abstract	abstract	ADV
iajs-1441	4	55	this	this	DET
iajs-1441	4	56	paper	paper	NOUN
iajs-1441	4	57	is	be	AUX
iajs-1441	4	58	concerned	concern	VERB
iajs-1441	4	59	with	with	ADP
iajs-1441	4	60	preliminary	preliminary	ADJ
iajs-1441	4	61	test	test	NOUN
iajs-1441	4	62	double	double	ADJ
iajs-1441	4	63	stage	stage	NOUN
iajs-1441	4	64	shrinkage	shrinkage	VERB
iajs-1441	4	65	estimators	estimator	NOUN
iajs-1441	4	66	to	to	PART
iajs-1441	4	67	estimate	estimate	VERB
iajs-1441	4	68	the	the	DET
iajs-1441	4	69	variance	variance	NOUN
iajs-1441	4	70	(	(	PUNCT
iajs-1441	4	71			PROPN
iajs-1441	4	72	2	2	NUM
iajs-1441	4	73	)	)	PUNCT
iajs-1441	4	74	of	of	ADP
iajs-1441	4	75	normal	normal	ADJ
iajs-1441	4	76	distribution	distribution	NOUN
iajs-1441	4	77	when	when	SCONJ
iajs-1441	4	78	a	a	DET
iajs-1441	4	79	prior	prior	ADJ
iajs-1441	4	80	estimate	estimate	NOUN
iajs-1441	4	81	2	2	NUM
iajs-1441	4	82	0	0	NUM
iajs-1441	4	83	(	(	PUNCT
iajs-1441	4	84	)	)	PUNCT
iajs-1441	4	85			PROPN
iajs-1441	4	86	of	of	ADP
iajs-1441	4	87	the	the	DET
iajs-1441	4	88	actual	actual	ADJ
iajs-1441	4	89	value	value	NOUN
iajs-1441	4	90	(	(	PUNCT
iajs-1441	4	91			PROPN
iajs-1441	4	92	2	2	NUM
iajs-1441	4	93	)	)	PUNCT
iajs-1441	4	94	is	be	AUX
iajs-1441	4	95	a	a	DET
iajs-1441	4	96	available	available	ADJ
iajs-1441	4	97	when	when	SCONJ
iajs-1441	4	98	the	the	DET
iajs-1441	4	99	mean	mean	NOUN
iajs-1441	4	100	is	be	AUX
iajs-1441	4	101	unknown	unknown	ADJ
iajs-1441	4	102	,	,	PUNCT
iajs-1441	4	103	using	use	VERB
iajs-1441	4	104	specifying	specify	VERB
iajs-1441	4	105	shrinkage	shrinkage	NOUN
iajs-1441	4	106	weight	weight	NOUN
iajs-1441	4	107	factors	factor	NOUN
iajs-1441	4	108	(	(	PART
iajs-1441	4	109	)	)	PUNCT
iajs-1441	4	110	in	in	ADP
iajs-1441	4	111	addition	addition	NOUN
iajs-1441	4	112	to	to	ADP
iajs-1441	4	113	pre	pre	ADJ
iajs-1441	4	114	-	-	ADJ
iajs-1441	4	115	test	test	ADJ
iajs-1441	4	116	region	region	NOUN
iajs-1441	4	117	(	(	PUNCT
iajs-1441	4	118	r	r	NOUN
iajs-1441	4	119	)	)	PUNCT
iajs-1441	4	120	.	.	PUNCT
iajs-1441	5	1	expressions	expression	NOUN
iajs-1441	5	2	for	for	ADP
iajs-1441	5	3	the	the	DET
iajs-1441	5	4	bias	bias	NOUN
iajs-1441	5	5	,	,	PUNCT
iajs-1441	5	6	mean	mean	VERB
iajs-1441	5	7	squared	square	VERB
iajs-1441	5	8	error	error	NOUN
iajs-1441	5	9	[	[	X
iajs-1441	5	10	mse	mse	X
iajs-1441	5	11	(	(	PUNCT
iajs-1441	5	12			PROPN
iajs-1441	5	13	)	)	PUNCT
iajs-1441	5	14	]	]	PUNCT
iajs-1441	5	15	,	,	PUNCT
iajs-1441	5	16	relative	relative	ADJ
iajs-1441	5	17	efficiency	efficiency	NOUN
iajs-1441	5	18	[	[	X
iajs-1441	5	19	r.eff	r.eff	X
iajs-1441	5	20	(	(	PUNCT
iajs-1441	5	21			PROPN
iajs-1441	5	22	)	)	PUNCT
iajs-1441	5	23	]	]	PUNCT
iajs-1441	5	24	,	,	PUNCT
iajs-1441	5	25	expected	expect	VERB
iajs-1441	5	26	sample	sample	NOUN
iajs-1441	5	27	size	size	NOUN
iajs-1441	5	28	[	[	X
iajs-1441	5	29	e(n/	e(n/	NOUN
iajs-1441	5	30	2	2	NUM
iajs-1441	5	31	)	)	PUNCT
iajs-1441	5	32	]	]	PUNCT
iajs-1441	5	33	and	and	CCONJ
iajs-1441	5	34	percentage	percentage	NOUN
iajs-1441	5	35	of	of	ADP
iajs-1441	5	36	overall	overall	ADJ
iajs-1441	5	37	sample	sample	NOUN
iajs-1441	5	38	saved	save	VERB
iajs-1441	5	39	of	of	ADP
iajs-1441	5	40	proposed	propose	VERB
iajs-1441	5	41	estimator	estimator	NOUN
iajs-1441	5	42	were	be	AUX
iajs-1441	5	43	derived	derive	VERB
iajs-1441	5	44	.	.	PUNCT
iajs-1441	6	1	numerical	numerical	ADJ
iajs-1441	6	2	results	result	NOUN
iajs-1441	6	3	(	(	PUNCT
iajs-1441	6	4	using	use	VERB
iajs-1441	6	5	mathcad	mathcad	PROPN
iajs-1441	6	6	program	program	PROPN
iajs-1441	6	7	)	)	PUNCT
iajs-1441	6	8	and	and	CCONJ
iajs-1441	6	9	conclusions	conclusion	NOUN
iajs-1441	6	10	are	be	AUX
iajs-1441	6	11	drawn	draw	VERB
iajs-1441	6	12	about	about	ADP
iajs-1441	6	13	selection	selection	NOUN
iajs-1441	6	14	of	of	ADP
iajs-1441	6	15	different	different	ADJ
iajs-1441	6	16	constants	constant	NOUN
iajs-1441	6	17	including	include	VERB
iajs-1441	6	18	in	in	ADP
iajs-1441	6	19	the	the	DET
iajs-1441	6	20	mentioned	mention	VERB
iajs-1441	6	21	expressions	expression	NOUN
iajs-1441	6	22	.	.	PUNCT
iajs-1441	7	1	comparisons	comparison	NOUN
iajs-1441	7	2	between	between	ADP
iajs-1441	7	3	the	the	DET
iajs-1441	7	4	suggested	suggest	VERB
iajs-1441	7	5	estimator	estimator	NOUN
iajs-1441	7	6	with	with	ADP
iajs-1441	7	7	the	the	DET
iajs-1441	7	8	classical	classical	ADJ
iajs-1441	7	9	estimator	estimator	NOUN
iajs-1441	7	10	in	in	ADP
iajs-1441	7	11	the	the	DET
iajs-1441	7	12	sense	sense	NOUN
iajs-1441	7	13	of	of	ADP
iajs-1441	7	14	bias	bias	NOUN
iajs-1441	7	15	and	and	CCONJ
iajs-1441	7	16	relative	relative	ADJ
iajs-1441	7	17	efficiency	efficiency	NOUN
iajs-1441	7	18	are	be	AUX
iajs-1441	7	19	given	give	VERB
iajs-1441	7	20	.	.	PUNCT
iajs-1441	8	1	furthermore	furthermore	ADV
iajs-1441	8	2	,	,	PUNCT
iajs-1441	8	3	comparisons	comparison	NOUN
iajs-1441	8	4	with	with	ADP
iajs-1441	8	5	the	the	DET
iajs-1441	8	6	earlier	early	ADV
iajs-1441	8	7	existing	exist	VERB
iajs-1441	8	8	works	work	NOUN
iajs-1441	8	9	are	be	AUX
iajs-1441	8	10	drawn	draw	VERB
iajs-1441	8	11	.	.	PUNCT
iajs-1441	9	1	keywords	keyword	NOUN
iajs-1441	9	2	:	:	PUNCT
iajs-1441	9	3	normal	normal	ADJ
iajs-1441	9	4	distribution	distribution	NOUN
iajs-1441	9	5	,	,	PUNCT
iajs-1441	9	6	double	double	ADJ
iajs-1441	9	7	stage	stage	NOUN
iajs-1441	9	8	shrinkage	shrinkage	NOUN
iajs-1441	9	9	estimator	estimator	NOUN
iajs-1441	9	10	,	,	PUNCT
iajs-1441	9	11	bias	bias	NOUN
iajs-1441	9	12	ratio	ratio	NOUN
iajs-1441	9	13	,	,	PUNCT
iajs-1441	9	14	mean	mean	VERB
iajs-1441	9	15	squared	square	VERB
iajs-1441	9	16	error	error	NOUN
iajs-1441	9	17	,	,	PUNCT
iajs-1441	9	18	relative	relative	ADJ
iajs-1441	9	19	efficiency	efficiency	NOUN
iajs-1441	9	20	,	,	PUNCT
iajs-1441	9	21	expected	expect	VERB
iajs-1441	9	22	sample	sample	NOUN
iajs-1441	9	23	size	size	NOUN
iajs-1441	9	24	.	.	PUNCT
iajs-1441	10	1	percentage	percentage	NOUN
iajs-1441	10	2	of	of	ADP
iajs-1441	10	3	overall	overall	ADJ
iajs-1441	10	4	sample	sample	NOUN
iajs-1441	10	5	saved	save	VERB
iajs-1441	10	6	and	and	CCONJ
iajs-1441	10	7	probability	probability	NOUN
iajs-1441	10	8	of	of	ADP
iajs-1441	10	9	avoiding	avoid	VERB
iajs-1441	10	10	the	the	DET
iajs-1441	10	11	second	second	ADJ
iajs-1441	10	12	sample	sample	NOUN
iajs-1441	10	13	.	.	PUNCT
iajs-1441	11	1	mathematics	mathematic	NOUN
iajs-1441	11	2	|178	|178	ADV
iajs-1441	11	3	2102	2102	NUM
iajs-1441	11	4	(	(	PUNCT
iajs-1441	11	5	عام	عام	ADP
iajs-1441	11	6	2	2	NUM
iajs-1441	11	7	(	(	PUNCT
iajs-1441	11	8	العدد	العدد	PROPN
iajs-1441	11	9	)	)	PUNCT
iajs-1441	11	10	30الهيثم	30الهيثم	NUM
iajs-1441	11	11	للعلوم	للعلوم	NOUN
iajs-1441	11	12	الصرفة	الصرفة	NOUN
iajs-1441	11	13	و	و	PRON
iajs-1441	11	14	التطبيقية	التطبيقية	ADV
iajs-1441	11	15	المجلد	المجلد	ADV
iajs-1441	11	16	)	)	PUNCT
iajs-1441	11	17	مجلة	مجلة	VERB
iajs-1441	11	18	إبن	إبن	VERB
iajs-1441	11	19	ibn	ibn	PROPN
iajs-1441	11	20	al	al	PROPN
iajs-1441	11	21	-	-	PUNCT
iajs-1441	11	22	haitham	haitham	PROPN
iajs-1441	11	23	j.	j.	PROPN
iajs-1441	11	24	for	for	ADP
iajs-1441	11	25	pure	pure	PROPN
iajs-1441	11	26	&	&	CCONJ
iajs-1441	11	27	appl	appl	PROPN
iajs-1441	11	28	.	.	PUNCT
iajs-1441	12	1	sci	sci	PROPN
iajs-1441	12	2	.	.	PUNCT
iajs-1441	13	1	vol.03	vol.03	PROPN
iajs-1441	13	2	(	(	PUNCT
iajs-1441	13	3	2	2	NUM
iajs-1441	13	4	)	)	PUNCT
iajs-1441	13	5	2017	2017	NUM
iajs-1441	13	6	introduction	introduction	NOUN
iajs-1441	13	7	"	"	PUNCT
iajs-1441	13	8	the	the	DET
iajs-1441	13	9	normal	normal	ADJ
iajs-1441	13	10	distribution	distribution	NOUN
iajs-1441	13	11	is	be	AUX
iajs-1441	13	12	the	the	DET
iajs-1441	13	13	most	most	ADV
iajs-1441	13	14	widely	widely	ADV
iajs-1441	13	15	known	know	VERB
iajs-1441	13	16	and	and	CCONJ
iajs-1441	13	17	used	use	VERB
iajs-1441	13	18	of	of	ADP
iajs-1441	13	19	all	all	DET
iajs-1441	13	20	distributions	distribution	NOUN
iajs-1441	13	21	.	.	PUNCT
iajs-1441	14	1	because	because	SCONJ
iajs-1441	14	2	the	the	DET
iajs-1441	14	3	normal	normal	ADJ
iajs-1441	14	4	distribution	distribution	NOUN
iajs-1441	14	5	approximates	approximate	VERB
iajs-1441	14	6	many	many	ADJ
iajs-1441	14	7	natural	natural	ADJ
iajs-1441	14	8	phenomena	phenomenon	NOUN
iajs-1441	14	9	so	so	ADV
iajs-1441	14	10	well	well	ADV
iajs-1441	14	11	,	,	PUNCT
iajs-1441	14	12	it	it	PRON
iajs-1441	14	13	has	have	AUX
iajs-1441	14	14	developed	develop	VERB
iajs-1441	14	15	into	into	ADP
iajs-1441	14	16	a	a	DET
iajs-1441	14	17	standard	standard	NOUN
iajs-1441	14	18	of	of	ADP
iajs-1441	14	19	reference	reference	NOUN
iajs-1441	14	20	for	for	ADP
iajs-1441	14	21	many	many	ADJ
iajs-1441	14	22	probability	probability	NOUN
iajs-1441	14	23	problems	problem	NOUN
iajs-1441	14	24	.	.	PUNCT
iajs-1441	15	1	the	the	DET
iajs-1441	15	2	question	question	NOUN
iajs-1441	15	3	,	,	PUNCT
iajs-1441	15	4	why	why	SCONJ
iajs-1441	15	5	is	be	AUX
iajs-1441	15	6	the	the	DET
iajs-1441	15	7	normal	normal	ADJ
iajs-1441	15	8	distribution	distribution	NOUN
iajs-1441	15	9	useful	useful	ADJ
iajs-1441	15	10	?	?	PUNCT
iajs-1441	15	11	,	,	PUNCT
iajs-1441	15	12	and	and	CCONJ
iajs-1441	15	13	the	the	DET
iajs-1441	15	14	answer	answer	NOUN
iajs-1441	15	15	is	be	AUX
iajs-1441	15	16	many	many	ADJ
iajs-1441	15	17	things	thing	NOUN
iajs-1441	15	18	actually	actually	ADV
iajs-1441	15	19	are	be	AUX
iajs-1441	15	20	normally	normally	ADV
iajs-1441	15	21	distributed	distribute	VERB
iajs-1441	15	22	,	,	PUNCT
iajs-1441	15	23	or	or	CCONJ
iajs-1441	15	24	very	very	ADV
iajs-1441	15	25	close	close	ADJ
iajs-1441	15	26	to	to	ADP
iajs-1441	15	27	it	it	PRON
iajs-1441	15	28	.	.	PUNCT
iajs-1441	16	1	for	for	ADP
iajs-1441	16	2	example	example	NOUN
iajs-1441	16	3	,	,	PUNCT
iajs-1441	16	4	height	height	NOUN
iajs-1441	16	5	and	and	CCONJ
iajs-1441	16	6	intelligence	intelligence	NOUN
iajs-1441	16	7	are	be	AUX
iajs-1441	16	8	approximately	approximately	ADV
iajs-1441	16	9	normally	normally	ADV
iajs-1441	16	10	distributed	distribute	VERB
iajs-1441	16	11	;	;	PUNCT
iajs-1441	16	12	measurement	measurement	NOUN
iajs-1441	16	13	errors	error	NOUN
iajs-1441	16	14	also	also	ADV
iajs-1441	16	15	often	often	ADV
iajs-1441	16	16	have	have	VERB
iajs-1441	16	17	a	a	DET
iajs-1441	16	18	normal	normal	ADJ
iajs-1441	16	19	distribution	distribution	NOUN
iajs-1441	16	20	,	,	PUNCT
iajs-1441	16	21	the	the	DET
iajs-1441	16	22	normal	normal	ADJ
iajs-1441	16	23	distribution	distribution	NOUN
iajs-1441	16	24	is	be	AUX
iajs-1441	16	25	easy	easy	ADJ
iajs-1441	16	26	to	to	PART
iajs-1441	16	27	work	work	VERB
iajs-1441	16	28	with	with	ADP
iajs-1441	16	29	mathematically	mathematically	ADV
iajs-1441	16	30	.	.	PUNCT
iajs-1441	17	1	in	in	ADP
iajs-1441	17	2	many	many	ADJ
iajs-1441	17	3	practical	practical	ADJ
iajs-1441	17	4	cases	case	NOUN
iajs-1441	17	5	,	,	PUNCT
iajs-1441	17	6	the	the	DET
iajs-1441	17	7	methods	method	NOUN
iajs-1441	17	8	developed	develop	VERB
iajs-1441	17	9	using	use	VERB
iajs-1441	17	10	normal	normal	ADJ
iajs-1441	17	11	theory	theory	NOUN
iajs-1441	17	12	work	work	VERB
iajs-1441	17	13	quite	quite	ADV
iajs-1441	17	14	well	well	ADV
iajs-1441	17	15	,	,	PUNCT
iajs-1441	17	16	even	even	ADV
iajs-1441	17	17	when	when	SCONJ
iajs-1441	17	18	the	the	DET
iajs-1441	17	19	distribution	distribution	NOUN
iajs-1441	17	20	is	be	AUX
iajs-1441	17	21	not	not	PART
iajs-1441	17	22	normal	normal	ADJ
iajs-1441	17	23	.	.	PUNCT
iajs-1441	18	1	the	the	DET
iajs-1441	18	2	normal	normal	ADJ
iajs-1441	18	3	distribution	distribution	NOUN
iajs-1441	18	4	plays	play	VERB
iajs-1441	18	5	a	a	DET
iajs-1441	18	6	vital	vital	ADJ
iajs-1441	18	7	role	role	NOUN
iajs-1441	18	8	in	in	ADP
iajs-1441	18	9	many	many	ADJ
iajs-1441	18	10	applied	apply	VERB
iajs-1441	18	11	problems	problem	NOUN
iajs-1441	18	12	of	of	ADP
iajs-1441	18	13	biology	biology	NOUN
iajs-1441	18	14	,	,	PUNCT
iajs-1441	18	15	economics	economic	NOUN
iajs-1441	18	16	,	,	PUNCT
iajs-1441	18	17	engineering	engineering	NOUN
iajs-1441	18	18	,	,	PUNCT
iajs-1441	18	19	financial	financial	ADJ
iajs-1441	18	20	risk	risk	NOUN
iajs-1441	18	21	management	management	NOUN
iajs-1441	18	22	,	,	PUNCT
iajs-1441	18	23	genetics	genetic	NOUN
iajs-1441	18	24	,	,	PUNCT
iajs-1441	18	25	hydrology	hydrology	NOUN
iajs-1441	18	26	,	,	PUNCT
iajs-1441	18	27	mechanics	mechanic	NOUN
iajs-1441	18	28	,	,	PUNCT
iajs-1441	18	29	medicine	medicine	NOUN
iajs-1441	18	30	,	,	PUNCT
iajs-1441	18	31	number	number	NOUN
iajs-1441	18	32	theory	theory	NOUN
iajs-1441	18	33	,	,	PUNCT
iajs-1441	18	34	statistics	statistic	NOUN
iajs-1441	18	35	,	,	PUNCT
iajs-1441	18	36	physics	physics	NOUN
iajs-1441	18	37	,	,	PUNCT
iajs-1441	18	38	psychology	psychology	NOUN
iajs-1441	18	39	,	,	PUNCT
iajs-1441	18	40	reliability	reliability	NOUN
iajs-1441	18	41	,	,	PUNCT
iajs-1441	18	42	etc	etc	X
iajs-1441	18	43	.	.	X
iajs-1441	18	44	,	,	PUNCT
iajs-1441	18	45	and	and	CCONJ
iajs-1441	18	46	has	have	AUX
iajs-1441	18	47	been	be	AUX
iajs-1441	18	48	extensively	extensively	ADV
iajs-1441	18	49	studied	study	VERB
iajs-1441	18	50	,	,	PUNCT
iajs-1441	18	51	both	both	CCONJ
iajs-1441	18	52	from	from	ADP
iajs-1441	18	53	theoretical	theoretical	ADJ
iajs-1441	18	54	and	and	CCONJ
iajs-1441	18	55	applications	application	NOUN
iajs-1441	18	56	point	point	NOUN
iajs-1441	18	57	of	of	ADP
iajs-1441	18	58	view	view	NOUN
iajs-1441	18	59	,	,	PUNCT
iajs-1441	18	60	by	by	ADP
iajs-1441	18	61	many	many	ADJ
iajs-1441	18	62	researchers	researcher	NOUN
iajs-1441	18	63	,	,	PUNCT
iajs-1441	18	64	since	since	SCONJ
iajs-1441	18	65	its	its	PRON
iajs-1441	18	66	inception	inception	NOUN
iajs-1441	18	67	.	.	PUNCT
iajs-1441	19	1	there	there	PRON
iajs-1441	19	2	is	be	VERB
iajs-1441	19	3	a	a	DET
iajs-1441	19	4	very	very	ADV
iajs-1441	19	5	strong	strong	ADJ
iajs-1441	19	6	connection	connection	NOUN
iajs-1441	19	7	between	between	ADP
iajs-1441	19	8	the	the	DET
iajs-1441	19	9	size	size	NOUN
iajs-1441	19	10	of	of	ADP
iajs-1441	19	11	a	a	DET
iajs-1441	19	12	sample	sample	NOUN
iajs-1441	19	13	n	n	NOUN
iajs-1441	19	14	and	and	CCONJ
iajs-1441	19	15	the	the	DET
iajs-1441	19	16	extent	extent	NOUN
iajs-1441	19	17	to	to	PART
iajs-1441	19	18	which	which	PRON
iajs-1441	19	19	a	a	DET
iajs-1441	19	20	sampling	sample	VERB
iajs-1441	19	21	distribution	distribution	NOUN
iajs-1441	19	22	approaches	approach	VERB
iajs-1441	19	23	the	the	DET
iajs-1441	19	24	normal	normal	ADJ
iajs-1441	19	25	form	form	NOUN
iajs-1441	19	26	.	.	PUNCT
iajs-1441	20	1	many	many	ADJ
iajs-1441	20	2	sampling	sampling	NOUN
iajs-1441	20	3	distributions	distribution	NOUN
iajs-1441	20	4	based	base	VERB
iajs-1441	20	5	on	on	ADP
iajs-1441	20	6	large	large	ADJ
iajs-1441	20	7	sample	sample	NOUN
iajs-1441	20	8	of	of	ADP
iajs-1441	20	9	size	size	NOUN
iajs-1441	20	10	can	can	AUX
iajs-1441	20	11	be	be	AUX
iajs-1441	20	12	approximated	approximate	VERB
iajs-1441	20	13	by	by	ADP
iajs-1441	20	14	the	the	DET
iajs-1441	20	15	normal	normal	ADJ
iajs-1441	20	16	distribution	distribution	NOUN
iajs-1441	20	17	even	even	ADV
iajs-1441	20	18	though	though	SCONJ
iajs-1441	20	19	the	the	DET
iajs-1441	20	20	population	population	NOUN
iajs-1441	20	21	distribution	distribution	NOUN
iajs-1441	20	22	itself	itself	PRON
iajs-1441	20	23	is	be	AUX
iajs-1441	20	24	definitely	definitely	ADV
iajs-1441	20	25	not	not	PART
iajs-1441	20	26	normal	normal	ADJ
iajs-1441	20	27	"	"	PUNCT
iajs-1441	20	28	;	;	PUNCT
iajs-1441	20	29	[	[	X
iajs-1441	20	30	1],[12	1],[12	NOUN
iajs-1441	20	31	]	]	PUNCT
iajs-1441	20	32	.	.	PUNCT
iajs-1441	21	1	the	the	DET
iajs-1441	21	2	probability	probability	NOUN
iajs-1441	21	3	density	density	NOUN
iajs-1441	21	4	of	of	ADP
iajs-1441	21	5	the	the	DET
iajs-1441	21	6	normal	normal	ADJ
iajs-1441	21	7	distribution	distribution	NOUN
iajs-1441	21	8	is	be	AUX
iajs-1441	21	9	:	:	PUNCT
iajs-1441	21	10	2	2	NUM
iajs-1441	21	11	2	2	NUM
iajs-1441	21	12	(	(	PUNCT
iajs-1441	21	13	x	x	SYM
iajs-1441	21	14	)	)	PUNCT
iajs-1441	21	15	21	21	NUM
iajs-1441	21	16	f	f	NOUN
iajs-1441	21	17	(	(	PUNCT
iajs-1441	21	18	x	x	X
iajs-1441	21	19	|	|	ADV
iajs-1441	21	20	,	,	PUNCT
iajs-1441	21	21	)	)	PUNCT
iajs-1441	22	1	e	e	NOUN
iajs-1441	22	2	,	,	PUNCT
iajs-1441	22	3	x	x	PROPN
iajs-1441	22	4	2	2	NUM
iajs-1441	22	5			PROPN
iajs-1441	22	6			PROPN
iajs-1441	22	7			PROPN
iajs-1441	22	8			PROPN
iajs-1441	22	9			PROPN
iajs-1441	22	10			NOUN
iajs-1441	22	11			PROPN
iajs-1441	22	12			PROPN
iajs-1441	22	13			VERB
iajs-1441	22	14			PRON
iajs-1441	22	15			NOUN
iajs-1441	22	16	…	…	PUNCT
iajs-1441	22	17	(	(	PUNCT
iajs-1441	22	18	1	1	NUM
iajs-1441	22	19	)	)	PUNCT
iajs-1441	22	20	here	here	ADV
iajs-1441	22	21	,	,	PUNCT
iajs-1441	22	22	μ	μ	PROPN
iajs-1441	22	23	is	be	AUX
iajs-1441	22	24	the	the	DET
iajs-1441	22	25	mean	mean	NOUN
iajs-1441	22	26	or	or	CCONJ
iajs-1441	22	27	expectation	expectation	NOUN
iajs-1441	22	28	of	of	ADP
iajs-1441	22	29	the	the	DET
iajs-1441	22	30	distribution	distribution	NOUN
iajs-1441	22	31	(	(	PUNCT
iajs-1441	22	32	and	and	CCONJ
iajs-1441	22	33	also	also	ADV
iajs-1441	22	34	its	its	PRON
iajs-1441	22	35	median	median	ADJ
iajs-1441	22	36	and	and	CCONJ
iajs-1441	22	37	mode	mode	NOUN
iajs-1441	22	38	)	)	PUNCT
iajs-1441	22	39	.	.	PUNCT
iajs-1441	23	1	the	the	DET
iajs-1441	23	2	parameter	parameter	PROPN
iajs-1441	23	3	σ	σ	PROPN
iajs-1441	23	4	is	be	AUX
iajs-1441	23	5	its	its	PRON
iajs-1441	23	6	standard	standard	ADJ
iajs-1441	23	7	deviation	deviation	NOUN
iajs-1441	23	8	with	with	ADP
iajs-1441	23	9	its	its	PRON
iajs-1441	23	10	variance	variance	NOUN
iajs-1441	23	11	then	then	ADV
iajs-1441	23	12	σ	σ	PROPN
iajs-1441	23	13	2	2	NUM
iajs-1441	23	14	.	.	PUNCT
iajs-1441	24	1	if	if	SCONJ
iajs-1441	24	2	μ	μ	PROPN
iajs-1441	24	3	=	=	SYM
iajs-1441	24	4	0	0	NUM
iajs-1441	24	5	and	and	CCONJ
iajs-1441	24	6	σ	σ	NUM
iajs-1441	24	7	=	=	SYM
iajs-1441	24	8	1	1	NUM
iajs-1441	24	9	,	,	PUNCT
iajs-1441	24	10	the	the	DET
iajs-1441	24	11	distribution	distribution	NOUN
iajs-1441	24	12	is	be	AUX
iajs-1441	24	13	called	call	VERB
iajs-1441	24	14	the	the	DET
iajs-1441	24	15	standard	standard	ADJ
iajs-1441	24	16	normal	normal	ADJ
iajs-1441	24	17	distribution	distribution	NOUN
iajs-1441	24	18	or	or	CCONJ
iajs-1441	24	19	the	the	DET
iajs-1441	24	20	unit	unit	NOUN
iajs-1441	24	21	normal	normal	ADJ
iajs-1441	24	22	distribution	distribution	NOUN
iajs-1441	24	23	denoted	denote	VERB
iajs-1441	24	24	by	by	ADP
iajs-1441	24	25	n(0,1	n(0,1	NOUN
iajs-1441	24	26	)	)	PUNCT
iajs-1441	24	27	and	and	CCONJ
iajs-1441	24	28	a	a	DET
iajs-1441	24	29	random	random	ADJ
iajs-1441	24	30	variable	variable	NOUN
iajs-1441	24	31	with	with	ADP
iajs-1441	24	32	that	that	DET
iajs-1441	24	33	distribution	distribution	NOUN
iajs-1441	24	34	is	be	AUX
iajs-1441	24	35	a	a	DET
iajs-1441	24	36	standard	standard	ADJ
iajs-1441	24	37	normal	normal	ADJ
iajs-1441	24	38	deviate	deviate	NOUN
iajs-1441	24	39	.	.	PUNCT
iajs-1441	25	1	assume	assume	VERB
iajs-1441	25	2	that	that	SCONJ
iajs-1441	25	3	x1	x1	PROPN
iajs-1441	25	4	,	,	PUNCT
iajs-1441	25	5	x2	x2	PROPN
iajs-1441	25	6	,	,	PUNCT
iajs-1441	25	7	…	…	PUNCT
iajs-1441	25	8	,	,	PUNCT
iajs-1441	25	9	xn	xn	PUNCT
iajs-1441	25	10	be	be	AUX
iajs-1441	25	11	a	a	DET
iajs-1441	25	12	random	random	ADJ
iajs-1441	25	13	sample	sample	NOUN
iajs-1441	25	14	of	of	ADP
iajs-1441	25	15	size	size	NOUN
iajs-1441	25	16	(	(	PUNCT
iajs-1441	25	17	n	n	CCONJ
iajs-1441	25	18	)	)	PUNCT
iajs-1441	25	19	from	from	ADP
iajs-1441	25	20	a	a	DET
iajs-1441	25	21	normal	normal	ADJ
iajs-1441	25	22	population	population	NOUN
iajs-1441	25	23	with	with	ADP
iajs-1441	25	24	unknown	unknown	ADJ
iajs-1441	25	25	mean	mean	NOUN
iajs-1441	25	26	(	(	PUNCT
iajs-1441	25	27			NOUN
iajs-1441	25	28	)	)	PUNCT
iajs-1441	25	29	and	and	CCONJ
iajs-1441	25	30	unknown	unknown	ADJ
iajs-1441	25	31	variance	variance	NOUN
iajs-1441	25	32	(	(	PUNCT
iajs-1441	25	33			PROPN
iajs-1441	25	34	2	2	NUM
iajs-1441	25	35	)	)	PUNCT
iajs-1441	25	36	.	.	PUNCT
iajs-1441	26	1	in	in	ADP
iajs-1441	26	2	conventional	conventional	ADJ
iajs-1441	26	3	notation	notation	NOUN
iajs-1441	26	4	,	,	PUNCT
iajs-1441	26	5	we	we	PRON
iajs-1441	26	6	write	write	VERB
iajs-1441	26	7	xn(,	xn(,	PROPN
iajs-1441	26	8	2	2	NUM
iajs-1441	26	9	)	)	PUNCT
iajs-1441	26	10	.	.	PUNCT
iajs-1441	27	1	in	in	ADP
iajs-1441	27	2	this	this	DET
iajs-1441	27	3	work	work	NOUN
iajs-1441	27	4	,	,	PUNCT
iajs-1441	27	5	we	we	PRON
iajs-1441	27	6	suggest	suggest	VERB
iajs-1441	27	7	the	the	DET
iajs-1441	27	8	problem	problem	NOUN
iajs-1441	27	9	of	of	ADP
iajs-1441	27	10	estimating	estimate	VERB
iajs-1441	27	11	the	the	DET
iajs-1441	27	12	variance	variance	NOUN
iajs-1441	27	13	(	(	PUNCT
iajs-1441	27	14			PROPN
iajs-1441	27	15	2	2	NUM
iajs-1441	27	16	)	)	PUNCT
iajs-1441	27	17	when	when	SCONJ
iajs-1441	27	18	some	some	DET
iajs-1441	27	19	prior	prior	ADJ
iajs-1441	27	20	information	information	NOUN
iajs-1441	27	21	2	2	NUM
iajs-1441	27	22	0	0	NUM
iajs-1441	27	23	(	(	PUNCT
iajs-1441	27	24	)	)	PUNCT
iajs-1441	27	25			PROPN
iajs-1441	27	26	regarding	regard	VERB
iajs-1441	27	27	the	the	DET
iajs-1441	27	28	variance	variance	NOUN
iajs-1441	27	29	(	(	PUNCT
iajs-1441	27	30			PROPN
iajs-1441	27	31	2	2	NUM
iajs-1441	27	32	)	)	PUNCT
iajs-1441	27	33	is	be	AUX
iajs-1441	27	34	available	available	ADJ
iajs-1441	27	35	.	.	PUNCT
iajs-1441	28	1	more	more	ADV
iajs-1441	28	2	specifically	specifically	ADV
iajs-1441	28	3	,	,	PUNCT
iajs-1441	28	4	we	we	PRON
iajs-1441	28	5	assume	assume	VERB
iajs-1441	28	6	that	that	SCONJ
iajs-1441	28	7	the	the	DET
iajs-1441	28	8	prior	prior	ADJ
iajs-1441	28	9	information	information	NOUN
iajs-1441	28	10	regarding	regard	VERB
iajs-1441	28	11	is	be	AUX
iajs-1441	28	12	due	due	ADJ
iajs-1441	28	13	the	the	DET
iajs-1441	28	14	following	following	ADJ
iajs-1441	28	15	reasons	reason	NOUN
iajs-1441	28	16	,	,	PUNCT
iajs-1441	28	17	[	[	X
iajs-1441	28	18	10	10	NUM
iajs-1441	28	19	]	]	SYM
iajs-1441	28	20	:	:	PUNCT
iajs-1441	29	1	1	1	X
iajs-1441	29	2	.	.	X
iajs-1441	30	1	we	we	PRON
iajs-1441	30	2	believe	believe	VERB
iajs-1441	30	3	that	that	SCONJ
iajs-1441	30	4	2	2	NUM
iajs-1441	30	5	0	0	NUM
iajs-1441	30	6	(	(	PUNCT
iajs-1441	30	7	)	)	PUNCT
iajs-1441	30	8			PROPN
iajs-1441	30	9	is	be	AUX
iajs-1441	30	10	close	close	ADJ
iajs-1441	30	11	to	to	ADP
iajs-1441	30	12	the	the	DET
iajs-1441	30	13	true	true	ADJ
iajs-1441	30	14	value	value	NOUN
iajs-1441	30	15	of	of	ADP
iajs-1441	30	16			PROPN
iajs-1441	30	17	2	2	NUM
iajs-1441	30	18	,	,	PUNCT
iajs-1441	30	19	or	or	CCONJ
iajs-1441	30	20	2	2	NUM
iajs-1441	30	21	.	.	X
iajs-1441	31	1	we	we	PRON
iajs-1441	31	2	fear	fear	VERB
iajs-1441	31	3	that	that	SCONJ
iajs-1441	31	4	,	,	PUNCT
iajs-1441	31	5	2	2	NUM
iajs-1441	31	6	0	0	NUM
iajs-1441	31	7	(	(	PUNCT
iajs-1441	31	8	)	)	PUNCT
iajs-1441	31	9			X
iajs-1441	31	10	may	may	AUX
iajs-1441	31	11	be	be	AUX
iajs-1441	31	12	near	near	ADP
iajs-1441	31	13	the	the	DET
iajs-1441	31	14	true	true	ADJ
iajs-1441	31	15	value	value	NOUN
iajs-1441	31	16	of	of	ADP
iajs-1441	31	17			PROPN
iajs-1441	31	18	2	2	NUM
iajs-1441	31	19	,	,	PUNCT
iajs-1441	31	20	i.e.	i.e.	X
iajs-1441	31	21	;	;	PUNCT
iajs-1441	31	22	something	something	PRON
iajs-1441	31	23	bad	bad	ADJ
iajs-1441	31	24	happens	happen	VERB
iajs-1441	31	25	if	if	SCONJ
iajs-1441	31	26	(	(	PUNCT
iajs-1441	31	27			PROPN
iajs-1441	31	28	2	2	NUM
iajs-1441	31	29	)	)	PUNCT
iajs-1441	31	30	approximately	approximately	ADV
iajs-1441	31	31	equals	equal	VERB
iajs-1441	31	32	to	to	ADP
iajs-1441	31	33	2	2	NUM
iajs-1441	31	34	0	0	NUM
iajs-1441	31	35	(	(	PUNCT
iajs-1441	31	36	)	)	PUNCT
iajs-1441	31	37			PROPN
iajs-1441	32	1	and	and	CCONJ
iajs-1441	32	2	we	we	PRON
iajs-1441	32	3	do	do	AUX
iajs-1441	32	4	not	not	PART
iajs-1441	32	5	known	know	VERB
iajs-1441	32	6	about	about	ADP
iajs-1441	32	7	it	it	PRON
iajs-1441	32	8	.	.	PUNCT
iajs-1441	33	1	in	in	ADP
iajs-1441	33	2	such	such	DET
iajs-1441	33	3	a	a	DET
iajs-1441	33	4	situation	situation	NOUN
iajs-1441	33	5	it	it	PRON
iajs-1441	33	6	is	be	AUX
iajs-1441	33	7	natural	natural	ADJ
iajs-1441	33	8	to	to	PART
iajs-1441	33	9	start	start	VERB
iajs-1441	33	10	with	with	ADP
iajs-1441	33	11	the	the	DET
iajs-1441	33	12	mvue	mvue	PROPN
iajs-1441	33	13	2ˆ	2ˆ	NOUN
iajs-1441	33	14	(	(	PUNCT
iajs-1441	33	15	)	)	PUNCT
iajs-1441	33	16			PROPN
iajs-1441	33	17	of	of	ADP
iajs-1441	33	18			PROPN
iajs-1441	33	19	2	2	NUM
iajs-1441	33	20	and	and	CCONJ
iajs-1441	33	21	modify	modify	VERB
iajs-1441	33	22	it	it	PRON
iajs-1441	33	23	by	by	ADP
iajs-1441	33	24	moving	move	VERB
iajs-1441	33	25	it	it	PRON
iajs-1441	33	26	closure	closure	ADV
iajs-1441	33	27	to	to	ADP
iajs-1441	33	28	2	2	NUM
iajs-1441	33	29	0	0	NUM
iajs-1441	33	30	(	(	PUNCT
iajs-1441	33	31	)	)	PUNCT
iajs-1441	33	32			PROPN
iajs-1441	33	33	using	use	VERB
iajs-1441	33	34	shrinkage	shrinkage	NOUN
iajs-1441	33	35	weight	weight	NOUN
iajs-1441	33	36	factor	factor	NOUN
iajs-1441	33	37	[	[	X
iajs-1441	33	38	(	(	X
iajs-1441	33	39	)	)	PUNCT
iajs-1441	33	40	]	]	PUNCT
iajs-1441	33	41	,	,	PUNCT
iajs-1441	33	42	so	so	SCONJ
iajs-1441	33	43	that	that	SCONJ
iajs-1441	33	44	the	the	DET
iajs-1441	33	45	resulting	result	VERB
iajs-1441	33	46	estimator	estimator	NOUN
iajs-1441	33	47	though	though	SCONJ
iajs-1441	33	48	perhaps	perhaps	ADV
iajs-1441	33	49	biased	bias	VERB
iajs-1441	33	50	,	,	PUNCT
iajs-1441	33	51	has	have	VERB
iajs-1441	33	52	a	a	DET
iajs-1441	33	53	smaller	small	ADJ
iajs-1441	33	54	mean	mean	NOUN
iajs-1441	33	55	squared	square	VERB
iajs-1441	33	56	error	error	NOUN
iajs-1441	33	57	[	[	X
iajs-1441	33	58	mse	mse	NOUN
iajs-1441	33	59	]	]	PUNCT
iajs-1441	33	60	than	than	ADP
iajs-1441	33	61	that	that	PRON
iajs-1441	33	62	of	of	ADP
iajs-1441	33	63	2ˆ	2ˆ	NOUN
iajs-1441	33	64	(	(	PUNCT
iajs-1441	33	65	)	)	PUNCT
iajs-1441	33	66			PROPN
iajs-1441	33	67	in	in	ADP
iajs-1441	33	68	some	some	DET
iajs-1441	33	69	interval	interval	NOUN
iajs-1441	33	70	around	around	ADP
iajs-1441	33	71	2	2	NUM
iajs-1441	33	72	0	0	NUM
iajs-1441	33	73	(	(	PUNCT
iajs-1441	33	74	)	)	PUNCT
iajs-1441	33	75			PROPN
iajs-1441	33	76	.	.	PUNCT
iajs-1441	34	1	this	this	DET
iajs-1441	34	2	method	method	NOUN
iajs-1441	34	3	of	of	ADP
iajs-1441	34	4	constructing	construct	VERB
iajs-1441	34	5	an	an	DET
iajs-1441	34	6	estimator	estimator	NOUN
iajs-1441	34	7	that	that	PRON
iajs-1441	34	8	incorporates	incorporate	VERB
iajs-1441	34	9	the	the	DET
iajs-1441	34	10	prior	prior	ADJ
iajs-1441	34	11	value	value	NOUN
iajs-1441	34	12	leads	lead	VERB
iajs-1441	34	13	to	to	ADP
iajs-1441	34	14	what	what	PRON
iajs-1441	34	15	is	be	AUX
iajs-1441	34	16	known	know	VERB
iajs-1441	34	17	as	as	ADP
iajs-1441	34	18	a	a	DET
iajs-1441	34	19	shrinkage	shrinkage	NOUN
iajs-1441	34	20	estimator	estimator	NOUN
iajs-1441	34	21	i.e.	i.e.	X
iajs-1441	34	22	;	;	PUNCT
iajs-1441	34	23	2	2	NUM
iajs-1441	34	24	2	2	NUM
iajs-1441	34	25	2	2	NUM
iajs-1441	34	26	2	2	NUM
iajs-1441	34	27	1	1	NUM
iajs-1441	34	28	1	1	NUM
iajs-1441	34	29	0	0	NUM
iajs-1441	34	30	ˆ	ˆ	NOUN
iajs-1441	34	31	ˆ	ˆ	NOUN
iajs-1441	34	32	ˆ	ˆ	ADJ
iajs-1441	34	33	(	(	PUNCT
iajs-1441	34	34	)	)	PUNCT
iajs-1441	35	1	[	[	X
iajs-1441	35	2	1	1	NUM
iajs-1441	35	3	(	(	PUNCT
iajs-1441	35	4	)	)	PUNCT
iajs-1441	35	5	]	]	X
iajs-1441	35	6			PRON
iajs-1441	35	7			PROPN
iajs-1441	35	8			X
iajs-1441	35	9			X
iajs-1441	35	10			X
iajs-1441	35	11			X
iajs-1441	35	12			X
iajs-1441	35	13	;	;	PUNCT
iajs-1441	35	14	0	0	NUM
iajs-1441	35	15			NUM
iajs-1441	35	16	1	1	NOUN
iajs-1441	35	17	2ˆ	2ˆ	NOUN
iajs-1441	35	18	(	(	PUNCT
iajs-1441	35	19	)	)	PUNCT
iajs-1441	35	20			PROPN
iajs-1441	35	21			NUM
iajs-1441	35	22	1	1	NUM
iajs-1441	35	23	.	.	PUNCT
iajs-1441	35	24	(2	(2	NUM
iajs-1441	35	25	)	)	PUNCT
iajs-1441	35	26	https://en.wikipedia.org/wiki/probability_density	https://en.wikipedia.org/wiki/probability_density	NOUN
iajs-1441	35	27	https://en.wikipedia.org/wiki/mean	https://en.wikipedia.org/wiki/mean	ADJ
iajs-1441	35	28	https://en.wikipedia.org/wiki/expected_value	https://en.wikipedia.org/wiki/expected_value	NOUN
iajs-1441	35	29	https://en.wikipedia.org/wiki/median	https://en.wikipedia.org/wiki/median	ADJ
iajs-1441	35	30	https://en.wikipedia.org/wiki/mode_%28statistics%29	https://en.wikipedia.org/wiki/mode_%28statistics%29	ADJ
iajs-1441	35	31	https://en.wikipedia.org/wiki/standard_deviation	https://en.wikipedia.org/wiki/standard_deviation	NOUN
iajs-1441	35	32	https://en.wikipedia.org/wiki/variance	https://en.wikipedia.org/wiki/variance	NOUN
iajs-1441	35	33	mathematics	mathematic	NOUN
iajs-1441	35	34	|179	|179	VERB
iajs-1441	35	35	2102	2102	NUM
iajs-1441	35	36	(	(	PUNCT
iajs-1441	35	37	عام	عام	ADP
iajs-1441	35	38	2	2	NUM
iajs-1441	35	39	(	(	PUNCT
iajs-1441	35	40	العدد	العدد	PROPN
iajs-1441	35	41	)	)	PUNCT
iajs-1441	36	1	30الهيثم	30الهيثم	NUM
iajs-1441	36	2	للعلوم	للعلوم	NOUN
iajs-1441	36	3	الصرفة	الصرفة	NOUN
iajs-1441	36	4	و	و	PRON
iajs-1441	36	5	التطبيقية	التطبيقية	ADV
iajs-1441	36	6	المجلد	المجلد	ADV
iajs-1441	36	7	)	)	PUNCT
iajs-1441	36	8	مجلة	مجلة	VERB
iajs-1441	36	9	إبن	إبن	VERB
iajs-1441	36	10	ibn	ibn	PROPN
iajs-1441	36	11	al	al	PROPN
iajs-1441	36	12	-	-	PUNCT
iajs-1441	36	13	haitham	haitham	PROPN
iajs-1441	36	14	j.	j.	PROPN
iajs-1441	36	15	for	for	ADP
iajs-1441	36	16	pure	pure	PROPN
iajs-1441	36	17	&	&	CCONJ
iajs-1441	36	18	appl	appl	PROPN
iajs-1441	36	19	.	.	PUNCT
iajs-1441	37	1	sci	sci	PROPN
iajs-1441	37	2	.	.	PUNCT
iajs-1441	38	1	vol.03	vol.03	PROPN
iajs-1441	38	2	(	(	PUNCT
iajs-1441	38	3	2	2	NUM
iajs-1441	38	4	)	)	PUNCT
iajs-1441	38	5	2017	2017	NUM
iajs-1441	38	6	where	where	SCONJ
iajs-1441	38	7	i	i	NUM
iajs-1441	38	8	2ˆ	2ˆ	NOUN
iajs-1441	38	9	(	(	PUNCT
iajs-1441	38	10	)	)	PUNCT
iajs-1441	38	11			X
iajs-1441	38	12	,	,	PUNCT
iajs-1441	38	13	0	0	NUM
iajs-1441	38	14			NOUN
iajs-1441	38	15	i	i	NUM
iajs-1441	38	16	2ˆ	2ˆ	NOUN
iajs-1441	38	17	(	(	PUNCT
iajs-1441	38	18	)	)	PUNCT
iajs-1441	38	19			PROPN
iajs-1441	38	20			NOUN
iajs-1441	38	21	1	1	NUM
iajs-1441	38	22	is	be	AUX
iajs-1441	38	23	shrinkage	shrinkage	NOUN
iajs-1441	38	24	weight	weight	NOUN
iajs-1441	38	25	factor	factor	NOUN
iajs-1441	38	26	specifying	specify	VERB
iajs-1441	38	27	the	the	DET
iajs-1441	38	28	belief	belief	NOUN
iajs-1441	38	29	in	in	ADP
iajs-1441	38	30	2̂	2̂	NUM
iajs-1441	38	31	and	and	CCONJ
iajs-1441	38	32	2	2	NUM
iajs-1441	38	33	i	i	NOUN
iajs-1441	38	34	ˆ(1	ˆ(1	VERB
iajs-1441	38	35	(	(	PUNCT
iajs-1441	38	36	)	)	PUNCT
iajs-1441	38	37	)	)	PUNCT
iajs-1441	38	38			X
iajs-1441	38	39			VERB
iajs-1441	38	40	specifying	specify	VERB
iajs-1441	38	41	the	the	DET
iajs-1441	38	42	belief	belief	NOUN
iajs-1441	38	43	in	in	ADP
iajs-1441	38	44	2	2	NUM
iajs-1441	38	45	0	0	NUM
iajs-1441	38	46	(	(	PUNCT
iajs-1441	38	47	)	)	PUNCT
iajs-1441	38	48			PROPN
iajs-1441	38	49	and	and	CCONJ
iajs-1441	38	50	2	2	NUM
iajs-1441	38	51	i	i	PRON
iajs-1441	38	52	ˆ	ˆ	PROPN
iajs-1441	38	53	(	(	PUNCT
iajs-1441	38	54	)	)	PUNCT
iajs-1441	38	55			NOUN
iajs-1441	38	56			PROPN
iajs-1441	38	57	may	may	AUX
iajs-1441	38	58	be	be	AUX
iajs-1441	38	59	a	a	DET
iajs-1441	38	60	function	function	NOUN
iajs-1441	38	61	of	of	ADP
iajs-1441	38	62	2̂	2̂	NUM
iajs-1441	38	63	or	or	CCONJ
iajs-1441	38	64	a	a	DET
iajs-1441	38	65	constant	constant	ADJ
iajs-1441	38	66	.	.	PUNCT
iajs-1441	39	1	preliminary	preliminary	ADJ
iajs-1441	39	2	test	test	NOUN
iajs-1441	39	3	double	double	ADJ
iajs-1441	39	4	stage	stage	NOUN
iajs-1441	39	5	shrinkage	shrinkage	NOUN
iajs-1441	39	6	estimator	estimator	NOUN
iajs-1441	39	7	for	for	ADP
iajs-1441	39	8	the	the	DET
iajs-1441	39	9	variance	variance	NOUN
iajs-1441	39	10	(	(	PUNCT
iajs-1441	39	11			PROPN
iajs-1441	39	12	2	2	NUM
iajs-1441	39	13	)	)	PUNCT
iajs-1441	39	14	that	that	PRON
iajs-1441	39	15	utilize	utilize	VERB
iajs-1441	39	16	a	a	DET
iajs-1441	39	17	prior	prior	ADJ
iajs-1441	39	18	estimate	estimate	NOUN
iajs-1441	39	19	2	2	NUM
iajs-1441	39	20	0	0	NUM
iajs-1441	39	21	(	(	PUNCT
iajs-1441	39	22	)	)	PUNCT
iajs-1441	39	23			PROPN
iajs-1441	39	24	is	be	AUX
iajs-1441	39	25	represented	represent	VERB
iajs-1441	39	26	as	as	ADP
iajs-1441	39	27	following	follow	VERB
iajs-1441	39	28	steps	step	NOUN
iajs-1441	39	29	:	:	PUNCT
iajs-1441	39	30	1	1	X
iajs-1441	39	31	.	.	X
iajs-1441	39	32	select	select	VERB
iajs-1441	39	33	two	two	NUM
iajs-1441	39	34	positive	positive	ADJ
iajs-1441	39	35	integers	integer	NOUN
iajs-1441	39	36	(	(	PUNCT
iajs-1441	39	37	n1	n1	NOUN
iajs-1441	39	38	)	)	PUNCT
iajs-1441	39	39	and	and	CCONJ
iajs-1441	39	40	(	(	PUNCT
iajs-1441	39	41	n2	n2	ADJ
iajs-1441	39	42	)	)	PUNCT
iajs-1441	39	43	.	.	PUNCT
iajs-1441	40	1	2	2	X
iajs-1441	40	2	.	.	X
iajs-1441	40	3	obtain	obtain	VERB
iajs-1441	40	4	a	a	DET
iajs-1441	40	5	random	random	ADJ
iajs-1441	40	6	sample	sample	NOUN
iajs-1441	40	7	of	of	ADP
iajs-1441	40	8	size	size	NOUN
iajs-1441	40	9	(	(	PUNCT
iajs-1441	40	10	n1	n1	NOUN
iajs-1441	40	11	)	)	PUNCT
iajs-1441	40	12	on	on	ADP
iajs-1441	40	13	x	x	X
iajs-1441	41	1	[	[	X
iajs-1441	41	2	first	first	ADJ
iajs-1441	41	3	stage	stage	NOUN
iajs-1441	41	4	sample	sample	NOUN
iajs-1441	41	5	]	]	PUNCT
iajs-1441	41	6	.	.	PUNCT
iajs-1441	42	1	compute	compute	PROPN
iajs-1441	42	2	sample	sample	NOUN
iajs-1441	42	3	variance	variance	NOUN
iajs-1441	42	4	2	2	NUM
iajs-1441	42	5	2	2	NUM
iajs-1441	42	6	1	1	NUM
iajs-1441	42	7	1	1	NUM
iajs-1441	42	8	ˆ	ˆ	NOUN
iajs-1441	42	9	(	(	PUNCT
iajs-1441	42	10	s	s	NOUN
iajs-1441	42	11	)	)	PUNCT
iajs-1441	42	12			PROPN
iajs-1441	43	1	[	[	X
iajs-1441	43	2	mvue	mvue	PROPN
iajs-1441	43	3	]	]	X
iajs-1441	43	4	,	,	PUNCT
iajs-1441	43	5	where	where	SCONJ
iajs-1441	43	6	1n	1n	NOUN
iajs-1441	43	7	2	2	NUM
iajs-1441	43	8	i	i	NOUN
iajs-1441	43	9	1	1	NUM
iajs-1441	43	10	2	2	NUM
iajs-1441	43	11	i	i	NOUN
iajs-1441	43	12	1	1	NUM
iajs-1441	43	13	1	1	NUM
iajs-1441	43	14	1	1	NUM
iajs-1441	43	15	ˆ(x	ˆ(x	NOUN
iajs-1441	43	16	)	)	PUNCT
iajs-1441	43	17	s	s	VERB
iajs-1441	43	18	n	n	PRON
iajs-1441	44	1	1	1	NUM
iajs-1441	44	2			PROPN
iajs-1441	44	3			PROPN
iajs-1441	44	4			PROPN
iajs-1441	44	5			PROPN
iajs-1441	44	6			X
iajs-1441	44	7	and	and	CCONJ
iajs-1441	44	8	1̂	1̂	NUM
iajs-1441	44	9	is	be	AUX
iajs-1441	44	10	the	the	DET
iajs-1441	44	11	first	first	ADJ
iajs-1441	44	12	sample	sample	NOUN
iajs-1441	44	13	mean	mean	VERB
iajs-1441	44	14	.	.	PUNCT
iajs-1441	45	1	3	3	X
iajs-1441	45	2	.	.	X
iajs-1441	45	3	choose	choose	VERB
iajs-1441	45	4	a	a	DET
iajs-1441	45	5	suitable	suitable	ADJ
iajs-1441	45	6	region	region	NOUN
iajs-1441	45	7	(	(	PUNCT
iajs-1441	45	8	r	r	NOUN
iajs-1441	45	9	)	)	PUNCT
iajs-1441	45	10	around	around	ADP
iajs-1441	45	11	2	2	NUM
iajs-1441	45	12	0	0	NUM
iajs-1441	45	13	.	.	PUNCT
iajs-1441	46	1	noted	note	VERB
iajs-1441	46	2	that	that	SCONJ
iajs-1441	46	3	,	,	PUNCT
iajs-1441	46	4	this	this	DET
iajs-1441	46	5	work	work	NOUN
iajs-1441	46	6	concerns	concern	NOUN
iajs-1441	46	7	with	with	ADP
iajs-1441	46	8	pre	pre	ADJ
iajs-1441	46	9	-	-	ADJ
iajs-1441	46	10	test	test	ADJ
iajs-1441	46	11	region	region	NOUN
iajs-1441	46	12	.	.	PUNCT
iajs-1441	47	1	4	4	X
iajs-1441	47	2	.	.	X
iajs-1441	48	1	if	if	SCONJ
iajs-1441	48	2	2	2	NUM
iajs-1441	48	3	1	1	NUM
iajs-1441	48	4	̂	̂	NOUN
iajs-1441	48	5			NOUN
iajs-1441	48	6	r	r	NOUN
iajs-1441	48	7	,	,	PUNCT
iajs-1441	48	8	take	take	VERB
iajs-1441	48	9	the	the	DET
iajs-1441	48	10	shrinkage	shrinkage	NOUN
iajs-1441	48	11	estimator	estimator	NOUN
iajs-1441	48	12	of	of	ADP
iajs-1441	48	13	the	the	DET
iajs-1441	48	14	form	form	NOUN
iajs-1441	48	15	defined	define	VERB
iajs-1441	48	16	in	in	ADP
iajs-1441	48	17	(	(	PUNCT
iajs-1441	48	18	1	1	NUM
iajs-1441	48	19	)	)	PUNCT
iajs-1441	48	20	.	.	PUNCT
iajs-1441	49	1	here	here	ADV
iajs-1441	49	2	,	,	PUNCT
iajs-1441	49	3	we	we	PRON
iajs-1441	49	4	put	put	VERB
iajs-1441	49	5	forward	forward	ADV
iajs-1441	49	6	1(	1(	PROPN
iajs-1441	49	7	)	)	PUNCT
iajs-1441	50	1	=	=	SYM
iajs-1441	50	2	k=	k=	X
iajs-1441	51	1	4	4	NOUN
iajs-1441	51	2	however	however	ADV
iajs-1441	51	3	,	,	PUNCT
iajs-1441	51	4	if	if	SCONJ
iajs-1441	51	5	2	2	NUM
iajs-1441	51	6	1	1	NUM
iajs-1441	51	7	̂	̂	NOUN
iajs-1441	51	8			VERB
iajs-1441	51	9	r	r	NOUN
iajs-1441	51	10	,	,	PUNCT
iajs-1441	51	11	obtain	obtain	VERB
iajs-1441	51	12	a	a	DET
iajs-1441	51	13	second	second	ADJ
iajs-1441	51	14	stage	stage	NOUN
iajs-1441	51	15	random	random	ADJ
iajs-1441	51	16	sample	sample	NOUN
iajs-1441	51	17	of	of	ADP
iajs-1441	51	18	size	size	NOUN
iajs-1441	51	19	n2	n2	NOUN
iajs-1441	51	20	on	on	ADP
iajs-1441	51	21	x	x	PUNCT
iajs-1441	51	22	and	and	CCONJ
iajs-1441	51	23	advise	advise	VERB
iajs-1441	51	24	the	the	DET
iajs-1441	51	25	estimator	estimator	NOUN
iajs-1441	51	26	2	2	NUM
iajs-1441	51	27	p	p	NOUN
iajs-1441	51	28	̂	̂	NOUN
iajs-1441	51	29	of	of	ADP
iajs-1441	51	30			NOUN
iajs-1441	51	31	2	2	NUM
iajs-1441	51	32	as	as	ADP
iajs-1441	51	33	polling	polling	NOUN
iajs-1441	51	34	estimator	estimator	NOUN
iajs-1441	51	35	of	of	ADP
iajs-1441	51	36	two	two	NUM
iajs-1441	51	37	samples	sample	NOUN
iajs-1441	51	38	variance	variance	NOUN
iajs-1441	51	39	.	.	PUNCT
iajs-1441	52	1	i.e.	i.e.	X
iajs-1441	52	2	;	;	PUNCT
iajs-1441	52	3	2	2	NUM
iajs-1441	52	4	2	2	NUM
iajs-1441	52	5	2	2	NUM
iajs-1441	52	6	p	p	NOUN
iajs-1441	52	7	1	1	NUM
iajs-1441	52	8	1	1	NUM
iajs-1441	52	9	2	2	NUM
iajs-1441	52	10	2	2	NUM
iajs-1441	52	11	ˆ	ˆ	NOUN
iajs-1441	52	12	ˆ	ˆ	ADJ
iajs-1441	52	13	ˆ(n	ˆ(n	NOUN
iajs-1441	52	14	n	n	X
iajs-1441	52	15	)	)	PUNCT
iajs-1441	52	16	/	/	SYM
iajs-1441	52	17	n	n	PROPN
iajs-1441	52	18			PROPN
iajs-1441	52	19			PROPN
iajs-1441	52	20			X
iajs-1441	52	21			X
iajs-1441	52	22	(3	(3	X
iajs-1441	52	23	)	)	PUNCT
iajs-1441	52	24	where	where	SCONJ
iajs-1441	52	25	2	2	NUM
iajs-1441	52	26	2	2	NUM
iajs-1441	52	27	̂	̂	NOUN
iajs-1441	52	28	is	be	AUX
iajs-1441	52	29	the	the	DET
iajs-1441	52	30	variance	variance	NOUN
iajs-1441	52	31	of	of	ADP
iajs-1441	52	32	the	the	DET
iajs-1441	52	33	second	second	ADJ
iajs-1441	52	34	random	random	ADJ
iajs-1441	52	35	sample	sample	NOUN
iajs-1441	52	36	and	and	CCONJ
iajs-1441	52	37	n	n	CCONJ
iajs-1441	52	38	=	=	SYM
iajs-1441	52	39	n1	n1	PROPN
iajs-1441	52	40	+	+	CCONJ
iajs-1441	52	41	n2	n2	ADJ
iajs-1441	52	42	.	.	PUNCT
iajs-1441	53	1	thus	thus	ADV
iajs-1441	53	2	,	,	PUNCT
iajs-1441	53	3	the	the	DET
iajs-1441	53	4	suggested	suggest	VERB
iajs-1441	53	5	form	form	NOUN
iajs-1441	53	6	of	of	ADP
iajs-1441	53	7	preliminary	preliminary	ADJ
iajs-1441	53	8	test	test	NOUN
iajs-1441	53	9	double	double	ADJ
iajs-1441	53	10	stage	stage	NOUN
iajs-1441	53	11	shrunken	shrunken	ADJ
iajs-1441	53	12	estimator	estimator	NOUN
iajs-1441	53	13	(	(	PUNCT
iajs-1441	53	14	pdse	pdse	PROPN
iajs-1441	53	15	)	)	PUNCT
iajs-1441	53	16	has	have	VERB
iajs-1441	53	17	the	the	DET
iajs-1441	53	18	following	follow	VERB
iajs-1441	53	19	form	form	NOUN
iajs-1441	53	20	:	:	PUNCT
iajs-1441	53	21	2	2	NUM
iajs-1441	53	22	2	2	NUM
iajs-1441	53	23	2	2	NUM
iajs-1441	53	24	2	2	NUM
iajs-1441	53	25	1	1	NUM
iajs-1441	53	26	0	0	NUM
iajs-1441	53	27	0	0	NUM
iajs-1441	53	28	12	12	NUM
iajs-1441	53	29	ds	ds	NOUN
iajs-1441	53	30	2	2	NUM
iajs-1441	53	31	2	2	NUM
iajs-1441	53	32	p	p	NOUN
iajs-1441	53	33	1	1	NUM
iajs-1441	53	34	ˆ	ˆ	NOUN
iajs-1441	53	35	ˆ	ˆ	ADJ
iajs-1441	53	36	ˆk	ˆk	PROPN
iajs-1441	53	37	(	(	PUNCT
iajs-1441	53	38	)	)	PUNCT
iajs-1441	53	39	,	,	PUNCT
iajs-1441	53	40	if	if	SCONJ
iajs-1441	53	41	r	r	NOUN
iajs-1441	53	42	,	,	PUNCT
iajs-1441	53	43	ˆ	ˆ	PRON
iajs-1441	53	44	ˆ	ˆ	ADJ
iajs-1441	53	45	,	,	PUNCT
iajs-1441	53	46	if	if	SCONJ
iajs-1441	53	47	r	r	NOUN
iajs-1441	53	48	,	,	PUNCT
iajs-1441	53	49			PROPN
iajs-1441	53	50			NOUN
iajs-1441	53	51			CCONJ
iajs-1441	53	52			PROPN
iajs-1441	53	53			X
iajs-1441	53	54			X
iajs-1441	53	55			PROPN
iajs-1441	53	56			ADJ
iajs-1441	53	57			NOUN
iajs-1441	53	58			X
iajs-1441	53	59			X
iajs-1441	53	60			X
iajs-1441	53	61	(4	(4	NOUN
iajs-1441	53	62	)	)	PUNCT
iajs-1441	53	63	where	where	SCONJ
iajs-1441	53	64	r	r	NOUN
iajs-1441	53	65	is	be	AUX
iajs-1441	53	66	the	the	DET
iajs-1441	53	67	pre	pre	ADJ
iajs-1441	53	68	-	-	ADJ
iajs-1441	53	69	test	test	ADJ
iajs-1441	53	70	region	region	NOUN
iajs-1441	53	71	for	for	ADP
iajs-1441	53	72	testing	test	VERB
iajs-1441	53	73	the	the	DET
iajs-1441	53	74	hypothesis	hypothesis	NOUN
iajs-1441	53	75	h0	h0	NOUN
iajs-1441	53	76	:	:	PUNCT
iajs-1441	53	77	2̂	2̂	NUM
iajs-1441	53	78	=	=	SYM
iajs-1441	53	79	2	2	NUM
iajs-1441	53	80	0	0	NUM
iajs-1441	53	81			X
iajs-1441	53	82	against	against	ADP
iajs-1441	53	83	ha	ha	INTJ
iajs-1441	53	84	:	:	PUNCT
iajs-1441	53	85	2̂	2̂	NUM
iajs-1441	53	86			VERB
iajs-1441	53	87	2	2	NUM
iajs-1441	53	88	0	0	NUM
iajs-1441	53	89			PROPN
iajs-1441	53	90	with	with	ADP
iajs-1441	53	91	level	level	NOUN
iajs-1441	53	92	of	of	ADP
iajs-1441	53	93	significance	significance	NOUN
iajs-1441	53	94	(	(	PUNCT
iajs-1441	53	95			NOUN
iajs-1441	53	96	)	)	PUNCT
iajs-1441	53	97	using	use	VERB
iajs-1441	53	98	test	test	NOUN
iajs-1441	53	99	statistic	statistic	NOUN
iajs-1441	53	100	̂	̂	PUNCT
iajs-1441	53	101	̂	̂	PUNCT
iajs-1441	53	102	.	.	PUNCT
iajs-1441	54	1	i.e.	i.e.	X
iajs-1441	54	2	;	;	PUNCT
iajs-1441	54	3	2	2	NUM
iajs-1441	54	4	2	2	NUM
iajs-1441	54	5	2	2	NUM
iajs-1441	54	6	20	20	NUM
iajs-1441	54	7	0	0	NUM
iajs-1441	54	8	1	1	NUM
iajs-1441	54	9	/	/	SYM
iajs-1441	54	10	2,n	2,n	NUM
iajs-1441	54	11	1	1	NUM
iajs-1441	54	12	/	/	SYM
iajs-1441	54	13	2,n	2,n	NUM
iajs-1441	54	14	1	1	NUM
iajs-1441	54	15	r	r	NOUN
iajs-1441	54	16	x	x	NOUN
iajs-1441	54	17	,	,	PUNCT
iajs-1441	54	18	x	x	SYM
iajs-1441	54	19	n	n	CCONJ
iajs-1441	54	20	1	1	NUM
iajs-1441	54	21	n	n	NUM
iajs-1441	54	22	1	1	NUM
iajs-1441	54	23			PROPN
iajs-1441	54	24			PROPN
iajs-1441	54	25			NOUN
iajs-1441	54	26			PROPN
iajs-1441	54	27			PROPN
iajs-1441	54	28			NOUN
iajs-1441	54	29			ADJ
iajs-1441	54	30			PROPN
iajs-1441	54	31			NOUN
iajs-1441	54	32			NOUN
iajs-1441	54	33			NOUN
iajs-1441	54	34			PROPN
iajs-1441	54	35	(5	(5	NUM
iajs-1441	54	36	)	)	PUNCT
iajs-1441	54	37	2	2	NUM
iajs-1441	54	38	i	i	PRON
iajs-1441	54	39	̂	̂	VERB
iajs-1441	54	40	(	(	PUNCT
iajs-1441	54	41	i=1,2	i=1,2	NOUN
iajs-1441	54	42	)	)	PUNCT
iajs-1441	54	43	is	be	AUX
iajs-1441	54	44	the	the	DET
iajs-1441	54	45	sample	sample	NOUN
iajs-1441	54	46	variance	variance	NOUN
iajs-1441	54	47	of	of	ADP
iajs-1441	54	48	stage	stage	NOUN
iajs-1441	54	49	(	(	PUNCT
iajs-1441	54	50	i	i	NOUN
iajs-1441	54	51	)	)	PUNCT
iajs-1441	54	52	,	,	PUNCT
iajs-1441	54	53	2	2	NUM
iajs-1441	54	54	1	1	NUM
iajs-1441	54	55	/	/	SYM
iajs-1441	54	56	2,n	2,n	NUM
iajs-1441	54	57	1	1	NUM
iajs-1441	54	58	x	x	PART
iajs-1441	54	59			PROPN
iajs-1441	54	60			NOUN
iajs-1441	54	61	and	and	CCONJ
iajs-1441	54	62	2	2	NUM
iajs-1441	54	63	/	/	SYM
iajs-1441	54	64	2,n	2,n	NUM
iajs-1441	54	65	1	1	NUM
iajs-1441	54	66	x	x	SYM
iajs-1441	54	67			NOUN
iajs-1441	54	68			NOUN
iajs-1441	54	69	are	be	AUX
iajs-1441	54	70	the	the	DET
iajs-1441	54	71	lower	low	ADJ
iajs-1441	54	72	and	and	CCONJ
iajs-1441	54	73	upper	upper	ADJ
iajs-1441	54	74	100(/2	100(/2	NOUN
iajs-1441	54	75	)	)	PUNCT
iajs-1441	54	76	percentile	percentile	ADJ
iajs-1441	54	77	point	point	NOUN
iajs-1441	54	78	of	of	ADP
iajs-1441	54	79	chi	chi	ADJ
iajs-1441	54	80	-	-	PUNCT
iajs-1441	54	81	square	square	ADJ
iajs-1441	54	82	distribution	distribution	NOUN
iajs-1441	54	83	with	with	ADP
iajs-1441	54	84	degree	degree	NOUN
iajs-1441	54	85	of	of	ADP
iajs-1441	54	86	freedom	freedom	NOUN
iajs-1441	54	87	(	(	PUNCT
iajs-1441	54	88	n	n	CCONJ
iajs-1441	54	89	–	–	PUNCT
iajs-1441	54	90	1	1	NUM
iajs-1441	54	91	)	)	PUNCT
iajs-1441	54	92	and	and	CCONJ
iajs-1441	54	93	n	n	CCONJ
iajs-1441	54	94	=	=	SYM
iajs-1441	54	95	n1	n1	PROPN
iajs-1441	54	96	+	+	CCONJ
iajs-1441	54	97	n2	n2	ADJ
iajs-1441	54	98	.	.	PUNCT
iajs-1441	55	1	and	and	CCONJ
iajs-1441	55	2	for	for	ADP
iajs-1441	55	3	simplest	simple	ADJ
iajs-1441	55	4	we	we	PRON
iajs-1441	55	5	shall	shall	AUX
iajs-1441	55	6	assume	assume	VERB
iajs-1441	55	7	that	that	SCONJ
iajs-1441	55	8	r=[a	r=[a	PROPN
iajs-1441	55	9	,	,	PUNCT
iajs-1441	55	10	b	b	NOUN
iajs-1441	55	11	]	]	PUNCT
iajs-1441	55	12	.	.	PUNCT
iajs-1441	56	1	the	the	DET
iajs-1441	56	2	aim	aim	NOUN
iajs-1441	56	3	of	of	ADP
iajs-1441	56	4	this	this	DET
iajs-1441	56	5	paper	paper	NOUN
iajs-1441	56	6	is	be	AUX
iajs-1441	56	7	to	to	PART
iajs-1441	56	8	show	show	VERB
iajs-1441	56	9	that	that	SCONJ
iajs-1441	56	10	the	the	DET
iajs-1441	56	11	proposed	propose	VERB
iajs-1441	56	12	estimators	estimator	NOUN
iajs-1441	56	13	defined	define	VERB
iajs-1441	56	14	in	in	ADP
iajs-1441	56	15	(	(	PUNCT
iajs-1441	56	16	4	4	NUM
iajs-1441	56	17	)	)	PUNCT
iajs-1441	56	18	is	be	AUX
iajs-1441	56	19	better	well	ADJ
iajs-1441	56	20	than	than	ADP
iajs-1441	56	21	the	the	DET
iajs-1441	56	22	classical	classical	ADJ
iajs-1441	56	23	estimators	estimator	NOUN
iajs-1441	56	24	and	and	CCONJ
iajs-1441	56	25	some	some	DET
iajs-1441	56	26	estimators	estimator	NOUN
iajs-1441	56	27	introduced	introduce	VERB
iajs-1441	56	28	by	by	ADP
iajs-1441	56	29	some	some	DET
iajs-1441	56	30	authors	author	NOUN
iajs-1441	56	31	in	in	ADP
iajs-1441	56	32	the	the	DET
iajs-1441	56	33	sense	sense	NOUN
iajs-1441	56	34	of	of	ADP
iajs-1441	56	35	mean	mean	ADJ
iajs-1441	56	36	squared	square	VERB
iajs-1441	56	37	error	error	NOUN
iajs-1441	56	38	and	and	CCONJ
iajs-1441	56	39	relative	relative	ADJ
iajs-1441	56	40	efficiency	efficiency	NOUN
iajs-1441	56	41	.	.	PUNCT
iajs-1441	57	1	several	several	ADJ
iajs-1441	57	2	authors	author	NOUN
iajs-1441	57	3	have	have	AUX
iajs-1441	57	4	studied	study	VERB
iajs-1441	57	5	(	(	PUNCT
iajs-1441	57	6	pdse	pdse	NOUN
iajs-1441	57	7	)	)	PUNCT
iajs-1441	57	8	for	for	ADP
iajs-1441	57	9	estimating	estimate	VERB
iajs-1441	57	10	the	the	DET
iajs-1441	57	11	mean	mean	NOUN
iajs-1441	57	12	and	and	CCONJ
iajs-1441	57	13	variance	variance	NOUN
iajs-1441	57	14	of	of	ADP
iajs-1441	57	15	normal	normal	ADJ
iajs-1441	57	16	distribution	distribution	NOUN
iajs-1441	57	17	and	and	CCONJ
iajs-1441	57	18	also	also	ADV
iajs-1441	57	19	for	for	ADP
iajs-1441	57	20	estimating	estimate	VERB
iajs-1441	57	21	the	the	DET
iajs-1441	57	22	parameters	parameter	NOUN
iajs-1441	57	23	of	of	ADP
iajs-1441	57	24	different	different	ADJ
iajs-1441	57	25	distributions	distribution	NOUN
iajs-1441	57	26	,	,	PUNCT
iajs-1441	57	27	for	for	ADP
iajs-1441	57	28	example	example	NOUN
iajs-1441	57	29	,	,	PUNCT
iajs-1441	57	30	katti	katti	PROPN
iajs-1441	58	1	[	[	X
iajs-1441	58	2	7],thompson	7],thompson	PROPN
iajs-1441	59	1	[	[	X
iajs-1441	59	2	10],al	10],al	NUM
iajs-1441	59	3	-	-	ADJ
iajs-1441	59	4	joboori	joboori	NOUN
iajs-1441	59	5	[	[	X
iajs-1441	59	6	3,4	3,4	NUM
iajs-1441	59	7	]	]	PUNCT
iajs-1441	59	8	,	,	PUNCT
iajs-1441	59	9	al	al	PROPN
iajs-1441	59	10	-	-	PUNCT
iajs-1441	59	11	joboori	joboori	ADJ
iajs-1441	59	12	et	et	PROPN
iajs-1441	59	13	al[5,6],waikar	al[5,6],waikar	PROPN
iajs-1441	59	14	,	,	PUNCT
iajs-1441	59	15	schuurmann	schuurmann	PROPN
iajs-1441	59	16	and	and	CCONJ
iajs-1441	59	17	raghunathan	raghunathan	PROPN
iajs-1441	59	18	[	[	X
iajs-1441	59	19	11	11	NUM
iajs-1441	59	20	]	]	PUNCT
iajs-1441	59	21	,	,	PUNCT
iajs-1441	59	22	handa	handa	PROPN
iajs-1441	59	23	,	,	PUNCT
iajs-1441	59	24	kambo	kambo	NOUN
iajs-1441	59	25	and	and	CCONJ
iajs-1441	59	26	al	al	PROPN
iajs-1441	59	27	-	-	PROPN
iajs-1441	59	28	hemyari	hemyari	PROPN
iajs-1441	59	29	[	[	X
iajs-1441	59	30	8	8	NUM
iajs-1441	59	31	]	]	PUNCT
iajs-1441	59	32	and	and	CCONJ
iajs-1441	59	33	maha	maha	X
iajs-1441	60	1	[	[	X
iajs-1441	60	2	9	9	NUM
iajs-1441	60	3	]	]	PUNCT
iajs-1441	60	4	.	.	PUNCT
iajs-1441	61	1	mathematics	mathematics	PROPN
iajs-1441	61	2	|180	|180	PROPN
iajs-1441	61	3	2102	2102	NUM
iajs-1441	61	4	(	(	PUNCT
iajs-1441	61	5	عام	عام	ADP
iajs-1441	61	6	2	2	NUM
iajs-1441	61	7	(	(	PUNCT
iajs-1441	61	8	العدد	العدد	PROPN
iajs-1441	61	9	)	)	PUNCT
iajs-1441	61	10	30الهيثم	30الهيثم	NUM
iajs-1441	61	11	للعلوم	للعلوم	NOUN
iajs-1441	61	12	الصرفة	الصرفة	NOUN
iajs-1441	61	13	و	و	PRON
iajs-1441	61	14	التطبيقية	التطبيقية	ADV
iajs-1441	61	15	المجلد	المجلد	ADV
iajs-1441	61	16	)	)	PUNCT
iajs-1441	61	17	مجلة	مجلة	VERB
iajs-1441	61	18	إبن	إبن	VERB
iajs-1441	61	19	ibn	ibn	PROPN
iajs-1441	61	20	al	al	PROPN
iajs-1441	61	21	-	-	PUNCT
iajs-1441	61	22	haitham	haitham	PROPN
iajs-1441	61	23	j.	j.	PROPN
iajs-1441	61	24	for	for	ADP
iajs-1441	61	25	pure	pure	PROPN
iajs-1441	61	26	&	&	CCONJ
iajs-1441	61	27	appl	appl	PROPN
iajs-1441	61	28	.	.	PUNCT
iajs-1441	62	1	sci	sci	PROPN
iajs-1441	62	2	.	.	PUNCT
iajs-1441	63	1	vol.03	vol.03	PROPN
iajs-1441	63	2	(	(	PUNCT
iajs-1441	63	3	2	2	NUM
iajs-1441	63	4	)	)	PUNCT
iajs-1441	63	5	2017	2017	NUM
iajs-1441	63	6	preliminary	preliminary	ADJ
iajs-1441	63	7	test	test	NOUN
iajs-1441	63	8	double	double	ADJ
iajs-1441	63	9	stage	stage	NOUN
iajs-1441	63	10	shrunken	shrunken	ADJ
iajs-1441	63	11	estimator	estimator	NOUN
iajs-1441	63	12	(	(	PUNCT
iajs-1441	63	13	pdse	pdse	PROPN
iajs-1441	63	14	)	)	PUNCT
iajs-1441	63	15	in	in	ADP
iajs-1441	63	16	this	this	DET
iajs-1441	63	17	section	section	NOUN
iajs-1441	63	18	,	,	PUNCT
iajs-1441	63	19	recall	recall	NOUN
iajs-1441	63	20	(	(	PUNCT
iajs-1441	63	21	pdse	pdse	PROPN
iajs-1441	63	22	)	)	PUNCT
iajs-1441	63	23	defined	define	VERB
iajs-1441	63	24	in	in	ADP
iajs-1441	63	25	(	(	PUNCT
iajs-1441	63	26	3	3	NUM
iajs-1441	63	27	)	)	PUNCT
iajs-1441	63	28	for	for	ADP
iajs-1441	63	29	estimating	estimate	VERB
iajs-1441	63	30	the	the	DET
iajs-1441	63	31	variance	variance	NOUN
iajs-1441	63	32	of	of	ADP
iajs-1441	63	33	normal	normal	ADJ
iajs-1441	63	34	distribution	distribution	NOUN
iajs-1441	63	35	.	.	PUNCT
iajs-1441	64	1	the	the	DET
iajs-1441	64	2	expressions	expression	NOUN
iajs-1441	64	3	for	for	ADP
iajs-1441	64	4	bias	bias	NOUN
iajs-1441	64	5	and	and	CCONJ
iajs-1441	64	6	mean	mean	VERB
iajs-1441	64	7	squared	square	VERB
iajs-1441	64	8	error	error	NOUN
iajs-1441	64	9	[	[	X
iajs-1441	64	10	mse(	mse(	X
iajs-1441	64	11	)	)	PUNCT
iajs-1441	64	12	]	]	PUNCT
iajs-1441	64	13	of	of	ADP
iajs-1441	64	14	2	2	NUM
iajs-1441	64	15	ds	ds	NOUN
iajs-1441	64	16			X
iajs-1441	64	17	are	be	AUX
iajs-1441	64	18	respectively	respectively	ADV
iajs-1441	64	19	as	as	SCONJ
iajs-1441	64	20	follows	follow	VERB
iajs-1441	64	21	:	:	PUNCT
iajs-1441	64	22	2	2	NUM
iajs-1441	64	23	2ˆbias	2ˆbias	NUM
iajs-1441	64	24	(	(	PUNCT
iajs-1441	64	25	,	,	PUNCT
iajs-1441	64	26	r	r	NOUN
iajs-1441	64	27	)	)	PUNCT
iajs-1441	64	28			X
iajs-1441	65	1	ds	ds	NOUN
iajs-1441	65	2	2	2	NUM
iajs-1441	65	3	2	2	NUM
iajs-1441	65	4	2	2	NUM
iajs-1441	65	5	1	1	NUM
iajs-1441	65	6	2	2	NUM
iajs-1441	65	7	2	2	NUM
iajs-1441	65	8	2	2	NUM
iajs-1441	65	9	2	2	NUM
iajs-1441	65	10	2	2	NUM
iajs-1441	65	11	2	2	NUM
iajs-1441	65	12	2	2	NUM
iajs-1441	65	13	2	2	NUM
iajs-1441	65	14	1	1	NUM
iajs-1441	65	15	0	0	NUM
iajs-1441	65	16	0	0	NUM
iajs-1441	65	17	1	1	NUM
iajs-1441	65	18	2	2	NUM
iajs-1441	65	19	1	1	NUM
iajs-1441	65	20	2	2	NUM
iajs-1441	65	21	ˆ	ˆ	NOUN
iajs-1441	65	22	ˆ0	ˆ0	NOUN
iajs-1441	65	23	ˆ	ˆ	ADV
iajs-1441	65	24	ˆ	ˆ	ADV
iajs-1441	65	25	ˆ	ˆ	NOUN
iajs-1441	65	26	ˆ	ˆ	NOUN
iajs-1441	65	27	ˆ	ˆ	NOUN
iajs-1441	65	28	ˆ	ˆ	ADJ
iajs-1441	65	29	[	[	PUNCT
iajs-1441	65	30	(	(	PUNCT
iajs-1441	65	31	)	)	PUNCT
iajs-1441	65	32	(	(	PUNCT
iajs-1441	65	33	)	)	PUNCT
iajs-1441	65	34	]	]	PUNCT
iajs-1441	65	35	(	(	PUNCT
iajs-1441	65	36	)	)	PUNCT
iajs-1441	65	37	(	(	PUNCT
iajs-1441	65	38	)	)	PUNCT
iajs-1441	65	39	d	d	X
iajs-1441	65	40	d	d	X
iajs-1441	65	41			VERB
iajs-1441	65	42			PROPN
iajs-1441	65	43			PROPN
iajs-1441	65	44			PROPN
iajs-1441	65	45			VERB
iajs-1441	65	46			NOUN
iajs-1441	65	47			PUNCT
iajs-1441	65	48	r	r	NOUN
iajs-1441	65	49	k	k	PROPN
iajs-1441	65	50	f	f	X
iajs-1441	65	51	f	f	PROPN
iajs-1441	65	52			PROPN
iajs-1441	65	53			X
iajs-1441	65	54			X
iajs-1441	65	55			X
iajs-1441	65	56			X
iajs-1441	65	57			X
iajs-1441	65	58			X
iajs-1441	65	59			X
iajs-1441	65	60			X
iajs-1441	65	61			X
iajs-1441	65	62	+	+	CCONJ
iajs-1441	65	63	2	2	NUM
iajs-1441	65	64	2	2	NUM
iajs-1441	65	65	2	2	NUM
iajs-1441	65	66	1	1	NUM
iajs-1441	65	67	2	2	NUM
iajs-1441	65	68	2	2	NUM
iajs-1441	65	69	2	2	NUM
iajs-1441	65	70	2	2	NUM
iajs-1441	65	71	2	2	NUM
iajs-1441	65	72	2	2	NUM
iajs-1441	65	73	2	2	NUM
iajs-1441	65	74	21	21	NUM
iajs-1441	65	75	1	1	NUM
iajs-1441	65	76	2	2	NUM
iajs-1441	65	77	2	2	NUM
iajs-1441	65	78	0	0	NUM
iajs-1441	65	79	1	1	NUM
iajs-1441	65	80	2	2	NUM
iajs-1441	65	81	1	1	NUM
iajs-1441	65	82	2	2	NUM
iajs-1441	65	83	1	1	NUM
iajs-1441	65	84	2ˆ	2ˆ	NOUN
iajs-1441	65	85	ˆ0	ˆ0	NOUN
iajs-1441	65	86	ˆ	ˆ	VERB
iajs-1441	65	87	ˆ1	ˆ1	NOUN
iajs-1441	65	88	ˆ	ˆ	ADP
iajs-1441	65	89	ˆ	ˆ	NOUN
iajs-1441	65	90	ˆ	ˆ	NOUN
iajs-1441	65	91	ˆ	ˆ	ADJ
iajs-1441	65	92	[	[	PUNCT
iajs-1441	65	93	(	(	PUNCT
iajs-1441	65	94	)	)	PUNCT
iajs-1441	65	95	]	]	PUNCT
iajs-1441	65	96	(	(	PUNCT
iajs-1441	65	97	)	)	PUNCT
iajs-1441	65	98	(	(	PUNCT
iajs-1441	65	99	)	)	PUNCT
iajs-1441	65	100	d	d	SYM
iajs-1441	65	101	d	d	SYM
iajs-1441	65	102	2	2	NUM
iajs-1441	65	103			VERB
iajs-1441	65	104			PROPN
iajs-1441	65	105			NOUN
iajs-1441	65	106			ADV
iajs-1441	65	107			PUNCT
iajs-1441	65	108			PROPN
iajs-1441	65	109			NUM
iajs-1441	65	110			PUNCT
iajs-1441	65	111			PROPN
iajs-1441	65	112			X
iajs-1441	65	113			X
iajs-1441	65	114			X
iajs-1441	65	115			X
iajs-1441	65	116			X
iajs-1441	65	117			X
iajs-1441	65	118			X
iajs-1441	65	119			X
iajs-1441	65	120			PROPN
iajs-1441	65	121	r	r	NOUN
iajs-1441	65	122	n	n	NOUN
iajs-1441	65	123	n	n	NOUN
iajs-1441	65	124	f	f	PROPN
iajs-1441	65	125	f	f	PROPN
iajs-1441	65	126	n	n	CCONJ
iajs-1441	65	127	n	n	PROPN
iajs-1441	65	128	where	where	SCONJ
iajs-1441	65	129	,	,	PUNCT
iajs-1441	65	130	1	1	NUM
iajs-1441	65	131	3	3	NUM
iajs-1441	65	132	2	2	NUM
iajs-1441	65	133	2	2	NUM
iajs-1441	65	134	22	22	NUM
iajs-1441	65	135	2	2	NUM
iajs-1441	65	136	2	2	NUM
iajs-1441	65	137	2	2	NUM
iajs-1441	65	138	2	2	NUM
iajs-1441	65	139	12	12	NUM
iajs-1441	65	140	2	2	NUM
iajs-1441	65	141	2	2	NUM
iajs-1441	65	142	(	(	PUNCT
iajs-1441	65	143	1	1	NUM
iajs-1441	65	144	)	)	PUNCT
iajs-1441	65	145	ˆ	ˆ	NOUN
iajs-1441	65	146	ˆ	ˆ	PROPN
iajs-1441	65	147	(	(	PUNCT
iajs-1441	65	148	1	1	NUM
iajs-1441	65	149	)	)	PUNCT
iajs-1441	65	150	/	/	SYM
iajs-1441	65	151	exp	exp	NOUN
iajs-1441	65	152	2	2	NUM
iajs-1441	65	153	ˆ	ˆ	NOUN
iajs-1441	65	154	,	,	PUNCT
iajs-1441	65	155	0	0	NUM
iajs-1441	65	156	,	,	PUNCT
iajs-1441	65	157	0	0	NUM
iajs-1441	65	158	,	,	PUNCT
iajs-1441	65	159	1,2	1,2	NUM
iajs-1441	65	160	ˆ	ˆ	NOUN
iajs-1441	65	161	(	(	PUNCT
iajs-1441	65	162	)	)	PUNCT
iajs-1441	65	163	(	(	PUNCT
iajs-1441	65	164	1	1	X
iajs-1441	65	165	)	)	PUNCT
iajs-1441	65	166	2	2	NUM
iajs-1441	65	167	2	2	NUM
iajs-1441	65	168	0	0	NUM
iajs-1441	65	169	,	,	PUNCT
iajs-1441	65	170			VERB
iajs-1441	65	171			PROPN
iajs-1441	65	172			NOUN
iajs-1441	65	173			ADP
iajs-1441	65	174			NOUN
iajs-1441	65	175			NOUN
iajs-1441	65	176			PROPN
iajs-1441	65	177			ADJ
iajs-1441	65	178			PROPN
iajs-1441	65	179			PROPN
iajs-1441	65	180			NOUN
iajs-1441	65	181			PROPN
iajs-1441	65	182			PROPN
iajs-1441	65	183			PROPN
iajs-1441	65	184			VERB
iajs-1441	65	185			ADJ
iajs-1441	65	186			PROPN
iajs-1441	65	187			PROPN
iajs-1441	65	188			NUM
iajs-1441	65	189			NOUN
iajs-1441	65	190			NUM
iajs-1441	65	191			NOUN
iajs-1441	65	192			PROPN
iajs-1441	65	193			PROPN
iajs-1441	65	194			PROPN
iajs-1441	65	195			PROPN
iajs-1441	65	196			PROPN
iajs-1441	65	197			NUM
iajs-1441	65	198			PROPN
iajs-1441	66	1	i	i	PRON
iajs-1441	67	1	i	i	PRON
iajs-1441	68	1	i	i	VERB
iajs-1441	69	1	n	n	VERB
iajs-1441	70	1	n	n	NOUN
iajs-1441	71	1	i	i	PRON
iajs-1441	71	2	i	i	PRON
iajs-1441	72	1	i	i	PRON
iajs-1441	72	2	i	i	VERB
iajs-1441	73	1	n	n	VERB
iajs-1441	74	1	i	i	PRON
iajs-1441	74	2	i	i	PRON
iajs-1441	74	3	n	n	VERB
iajs-1441	74	4	n	n	PROPN
iajs-1441	74	5	for	for	ADP
iajs-1441	74	6	i	i	PRON
iajs-1441	74	7	f	f	VERB
iajs-1441	74	8	n	n	CCONJ
iajs-1441	74	9	otherwise	otherwise	ADV
iajs-1441	74	10			X
iajs-1441	74	11			X
iajs-1441	74	12			X
iajs-1441	74	13			X
iajs-1441	74	14			X
iajs-1441	74	15			X
iajs-1441	74	16			X
iajs-1441	74	17			X
iajs-1441	74	18	…	…	PUNCT
iajs-1441	74	19	(	(	PUNCT
iajs-1441	74	20	6	6	NUM
iajs-1441	74	21	)	)	PUNCT
iajs-1441	74	22	and	and	CCONJ
iajs-1441	74	23	by	by	ADP
iajs-1441	74	24	simple	simple	ADJ
iajs-1441	74	25	calculations	calculation	NOUN
iajs-1441	74	26	,	,	PUNCT
iajs-1441	74	27	we	we	PRON
iajs-1441	74	28	get	get	VERB
iajs-1441	74	29			PROPN
iajs-1441	74	30			PROPN
iajs-1441	74	31	2	2	NUM
iajs-1441	74	32	2	2	NUM
iajs-1441	74	33	2	2	NUM
iajs-1441	74	34	ds	ds	NOUN
iajs-1441	74	35	1	1	NUM
iajs-1441	74	36	i	i	NOUN
iajs-1441	74	37	i	i	VERB
iajs-1441	74	38	1	1	NUM
iajs-1441	74	39	0	0	NUM
iajs-1441	75	1	i	i	PRON
iajs-1441	75	2	i	i	VERB
iajs-1441	75	3	1	1	NUM
iajs-1441	75	4	ˆbias	ˆbia	NOUN
iajs-1441	75	5	(	(	PUNCT
iajs-1441	75	6	,	,	PUNCT
iajs-1441	75	7	r	r	NOUN
iajs-1441	75	8	)	)	PUNCT
iajs-1441	75	9	k	k	PROPN
iajs-1441	75	10	j	j	PROPN
iajs-1441	75	11	(	(	PUNCT
iajs-1441	75	12	a	a	DET
iajs-1441	75	13	,	,	PUNCT
iajs-1441	75	14	b	b	NOUN
iajs-1441	75	15	)	)	PUNCT
iajs-1441	75	16	(	(	PUNCT
iajs-1441	75	17	n	n	NOUN
iajs-1441	75	18	1	1	NUM
iajs-1441	75	19	)	)	PUNCT
iajs-1441	75	20	j	j	NOUN
iajs-1441	75	21	(	(	PUNCT
iajs-1441	75	22	a	a	DET
iajs-1441	75	23	,	,	PUNCT
iajs-1441	75	24	b	b	NOUN
iajs-1441	75	25	)	)	PUNCT
iajs-1441	75	26	1	1	NUM
iajs-1441	75	27			NOUN
iajs-1441	75	28			VERB
iajs-1441	75	29			X
iajs-1441	75	30			PROPN
iajs-1441	75	31			PROPN
iajs-1441	75	32			PROPN
iajs-1441	75	33			ADV
iajs-1441	75	34			NOUN
iajs-1441	76	1	n	n	PROPN
iajs-1441	76	2	1	1	X
iajs-1441	76	3	0	0	PUNCT
iajs-1441	77	1	i	i	PRON
iajs-1441	77	2	i	i	VERB
iajs-1441	77	3	1	1	VERB
iajs-1441	77	4	i	i	PRON
iajs-1441	77	5	i	i	VERB
iajs-1441	77	6	1	1	NUM
iajs-1441	77	7	0	0	NUM
iajs-1441	77	8	i	i	PRON
iajs-1441	77	9	i	i	VERB
iajs-1441	77	10	1	1	NUM
iajs-1441	77	11	(	(	PUNCT
iajs-1441	77	12	n	n	NOUN
iajs-1441	77	13	1	1	NUM
iajs-1441	77	14	)	)	PUNCT
iajs-1441	77	15	(	(	PUNCT
iajs-1441	77	16	1)j	1)j	NUM
iajs-1441	77	17	(	(	PUNCT
iajs-1441	77	18	a	a	DET
iajs-1441	77	19	,	,	PUNCT
iajs-1441	77	20	b	b	NOUN
iajs-1441	77	21	)	)	PUNCT
iajs-1441	78	1	[	[	X
iajs-1441	78	2	j	j	X
iajs-1441	78	3	(	(	PUNCT
iajs-1441	78	4	a	a	DET
iajs-1441	78	5	,	,	PUNCT
iajs-1441	78	6	b	b	NOUN
iajs-1441	78	7	)	)	PUNCT
iajs-1441	78	8	(	(	PUNCT
iajs-1441	78	9	n	n	NUM
iajs-1441	78	10	1)j	1)j	NUM
iajs-1441	78	11	(	(	PUNCT
iajs-1441	78	12	a	a	DET
iajs-1441	78	13	,	,	PUNCT
iajs-1441	78	14	b	b	NOUN
iajs-1441	78	15	)	)	PUNCT
iajs-1441	78	16	1	1	NUM
iajs-1441	78	17	u	u	NOUN
iajs-1441	78	18			ADP
iajs-1441	78	19			PROPN
iajs-1441	78	20			PUNCT
iajs-1441	78	21			PROPN
iajs-1441	78	22			ADJ
iajs-1441	78	23			PROPN
iajs-1441	78	24			PROPN
iajs-1441	78	25			PROPN
iajs-1441	78	26			NOUN
iajs-1441	78	27			ADP
iajs-1441	78	28			ADJ
iajs-1441	78	29			PROPN
iajs-1441	78	30	…	…	PUNCT
iajs-1441	78	31	(	(	PUNCT
iajs-1441	78	32	7	7	NUM
iajs-1441	78	33	)	)	PUNCT
iajs-1441	78	34	the	the	DET
iajs-1441	78	35	bias	bias	NOUN
iajs-1441	78	36	ratio	ratio	NOUN
iajs-1441	78	37	of	of	ADP
iajs-1441	78	38	2	2	NUM
iajs-1441	78	39	ds	ds	PUNCT
iajs-1441	78	40	=	=	SYM
iajs-1441	78	41	2	2	NUM
iajs-1441	78	42	2	2	NUM
iajs-1441	78	43	ds	ds	ADJ
iajs-1441	78	44	ˆbias	ˆbia	NOUN
iajs-1441	78	45	(	(	PUNCT
iajs-1441	78	46	,	,	PUNCT
iajs-1441	78	47	r)	r)	PROPN
iajs-1441	78	48			PROPN
iajs-1441	78	49	/	/	SYM
iajs-1441	78	50	(	(	PUNCT
iajs-1441	78	51	2	2	NUM
iajs-1441	78	52	1	1	NUM
iajs-1441	78	53	1	1	NUM
iajs-1441	78	54			NOUN
iajs-1441	78	55	n	n	NOUN
iajs-1441	78	56	)	)	PUNCT
iajs-1441	78	57	…	…	PUNCT
iajs-1441	78	58	(	(	PUNCT
iajs-1441	78	59	8)	8)	NUM
iajs-1441	78	60	and	and	CCONJ
iajs-1441	78	61	,	,	PUNCT
iajs-1441	78	62	2	2	NUM
iajs-1441	78	63	2	2	NUM
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iajs-1441	92	41	/2,n	/2,n	SYM
iajs-1441	92	42	1	1	NUM
iajs-1441	92	43	x	x	SYM
iajs-1441	92	44			PROPN
iajs-1441	92	45	,	,	PUNCT
iajs-1441	92	46	…	…	PUNCT
iajs-1441	92	47	(	(	PUNCT
iajs-1441	92	48	12	12	NUM
iajs-1441	92	49	)	)	PUNCT
iajs-1441	92	50	also	also	ADV
iajs-1441	92	51	u	u	NOUN
iajs-1441	92	52	=	=	PROPN
iajs-1441	92	53	n2	n2	ADJ
iajs-1441	92	54	/	/	SYM
iajs-1441	92	55	n1	n1	NOUN
iajs-1441	92	56	,	,	PUNCT
iajs-1441	92	57	and	and	CCONJ
iajs-1441	92	58	n	n	CCONJ
iajs-1441	92	59	=	=	SYM
iajs-1441	92	60	n1	n1	PROPN
iajs-1441	92	61	+	+	CCONJ
iajs-1441	93	1	n2	n2	ADJ
iajs-1441	93	2	,	,	PUNCT
iajs-1441	93	3	the	the	DET
iajs-1441	93	4	expected	expect	VERB
iajs-1441	93	5	sample	sample	NOUN
iajs-1441	93	6	size	size	NOUN
iajs-1441	93	7	can	can	AUX
iajs-1441	93	8	be	be	AUX
iajs-1441	93	9	obtained	obtain	VERB
iajs-1441	93	10	as	as	ADP
iajs-1441	93	11	:	:	PUNCT
iajs-1441	93	12	e(n	e(n	NOUN
iajs-1441	93	13	2	2	NUM
iajs-1441	93	14	,	,	PUNCT
iajs-1441	93	15	r	r	NOUN
iajs-1441	93	16	)	)	PUNCT
iajs-1441	93	17	=	=	SYM
iajs-1441	94	1	n1	n1	NOUN
iajs-1441	95	1	[	[	X
iajs-1441	95	2	1	1	NUM
iajs-1441	95	3	+	+	CCONJ
iajs-1441	95	4	u(1	u(1	PROPN
iajs-1441	95	5	–	–	PUNCT
iajs-1441	95	6	j0(a1,b1	j0(a1,b1	NOUN
iajs-1441	95	7	)	)	PUNCT
iajs-1441	95	8	)	)	PUNCT
iajs-1441	95	9	]	]	PUNCT
iajs-1441	96	1	…	…	PUNCT
iajs-1441	96	2	(	(	PUNCT
iajs-1441	96	3	13	13	NUM
iajs-1441	96	4	)	)	PUNCT
iajs-1441	96	5	the	the	DET
iajs-1441	96	6	efficiency	efficiency	NOUN
iajs-1441	96	7	of	of	ADP
iajs-1441	96	8	2	2	NUM
iajs-1441	96	9	ds	ds	ADJ
iajs-1441	96	10			NOUN
iajs-1441	96	11	relative	relative	NOUN
iajs-1441	96	12	to	to	ADP
iajs-1441	96	13	2	2	NUM
iajs-1441	96	14	2ˆ	2ˆ	NOUN
iajs-1441	96	15	(	(	PUNCT
iajs-1441	96	16	s	s	NOUN
iajs-1441	96	17	)	)	PUNCT
iajs-1441	96	18			PUNCT
iajs-1441	96	19	is	be	AUX
iajs-1441	96	20	given	give	VERB
iajs-1441	96	21	by	by	ADP
iajs-1441	96	22	:	:	PUNCT
iajs-1441	96	23	2	2	NUM
iajs-1441	96	24	ds	ds	NOUN
iajs-1441	96	25	2	2	NUM
iajs-1441	96	26	ds	ds	NOUN
iajs-1441	96	27	ˆmse	ˆmse	NOUN
iajs-1441	96	28	(	(	PUNCT
iajs-1441	96	29	r.eff	r.eff	PROPN
iajs-1441	96	30	(	(	PUNCT
iajs-1441	96	31	,	,	PUNCT
iajs-1441	96	32	r	r	NOUN
iajs-1441	96	33	)	)	PUNCT
iajs-1441	97	1	[	[	X
iajs-1441	97	2	mse	mse	X
iajs-1441	97	3	(	(	PUNCT
iajs-1441	97	4	,	,	PUNCT
iajs-1441	97	5	r)][e(n	r)][e(n	X
iajs-1441	97	6	,	,	PUNCT
iajs-1441	97	7	r	r	NOUN
iajs-1441	97	8	)	)	PUNCT
iajs-1441	97	9	/	/	SYM
iajs-1441	97	10	n	n	CCONJ
iajs-1441	97	11	]	]	X
iajs-1441	97	12			X
iajs-1441	97	13			X
iajs-1441	97	14			X
iajs-1441	97	15			X
iajs-1441	97	16			X
iajs-1441	97	17			X
iajs-1441	97	18			NUM
iajs-1441	97	19			NOUN
iajs-1441	97	20			NOUN
iajs-1441	97	21			INTJ
iajs-1441	97	22			NOUN
iajs-1441	97	23			NUM
iajs-1441	97	24			PUNCT
iajs-1441	97	25			PRON
iajs-1441	97	26	…	…	PUNCT
iajs-1441	97	27	(	(	PUNCT
iajs-1441	97	28	14	14	NUM
iajs-1441	97	29	)	)	PUNCT
iajs-1441	97	30	where	where	SCONJ
iajs-1441	97	31	[	[	X
iajs-1441	97	32	e	e	X
iajs-1441	97	33	(	(	PUNCT
iajs-1441	97	34	n/	n/	NOUN
iajs-1441	97	35			X
iajs-1441	97	36	,	,	PUNCT
iajs-1441	97	37	r)/n	r)/n	PROPN
iajs-1441	97	38	]	]	PUNCT
iajs-1441	97	39	is	be	AUX
iajs-1441	97	40	the	the	DET
iajs-1441	97	41	expected	expect	VERB
iajs-1441	97	42	sample	sample	NOUN
iajs-1441	97	43	size	size	NOUN
iajs-1441	97	44	proportion	proportion	NOUN
iajs-1441	97	45	.	.	PUNCT
iajs-1441	98	1	the	the	DET
iajs-1441	98	2	probability	probability	NOUN
iajs-1441	98	3	of	of	ADP
iajs-1441	98	4	avoiding	avoid	VERB
iajs-1441	98	5	the	the	DET
iajs-1441	98	6	second	second	ADJ
iajs-1441	98	7	sample	sample	NOUN
iajs-1441	98	8	computing	computing	NOUN
iajs-1441	98	9	by	by	ADP
iajs-1441	98	10	p	p	X
iajs-1441	98	11	(	(	PUNCT
iajs-1441	98	12	2	2	NUM
iajs-1441	98	13	1	1	NUM
iajs-1441	98	14	ˆ	ˆ	NOUN
iajs-1441	98	15	r	r	ADJ
iajs-1441	98	16			NOUN
iajs-1441	98	17	)	)	PUNCT
iajs-1441	98	18	.	.	PUNCT
iajs-1441	99	1	finally	finally	ADV
iajs-1441	99	2	,	,	PUNCT
iajs-1441	99	3	the	the	DET
iajs-1441	99	4	percentage	percentage	NOUN
iajs-1441	99	5	of	of	ADP
iajs-1441	99	6	overall	overall	ADJ
iajs-1441	99	7	sample	sample	NOUN
iajs-1441	99	8	saved	save	VERB
iajs-1441	99	9	can	can	AUX
iajs-1441	99	10	be	be	AUX
iajs-1441	99	11	obtained	obtain	VERB
iajs-1441	99	12	by	by	ADP
iajs-1441	99	13	(	(	PUNCT
iajs-1441	99	14	n2	n2	ADJ
iajs-1441	99	15	/	/	SYM
iajs-1441	99	16	n	n	CCONJ
iajs-1441	99	17	)	)	PUNCT
iajs-1441	99	18	p	p	X
iajs-1441	99	19	(	(	PUNCT
iajs-1441	99	20	2	2	NUM
iajs-1441	99	21	1	1	NUM
iajs-1441	99	22	ˆ	ˆ	NOUN
iajs-1441	99	23	r	r	ADJ
iajs-1441	99	24			NOUN
iajs-1441	99	25	)	)	PUNCT
iajs-1441	99	26	*	*	SYM
iajs-1441	99	27	100	100	NUM
iajs-1441	99	28	…	…	PUNCT
iajs-1441	99	29	(	(	PUNCT
iajs-1441	99	30	15	15	NUM
iajs-1441	99	31	)	)	PUNCT
iajs-1441	99	32	see	see	VERB
iajs-1441	99	33	for	for	ADP
iajs-1441	99	34	example	example	NOUN
iajs-1441	100	1	[	[	X
iajs-1441	100	2	3],[4	3],[4	NUM
iajs-1441	100	3	]	]	X
iajs-1441	100	4	,	,	PUNCT
iajs-1441	100	5	[	[	X
iajs-1441	100	6	9	9	NUM
iajs-1441	100	7	]	]	PUNCT
iajs-1441	100	8	,	,	PUNCT
iajs-1441	100	9	[	[	X
iajs-1441	100	10	10	10	NUM
iajs-1441	100	11	]	]	PUNCT
iajs-1441	100	12	and	and	CCONJ
iajs-1441	100	13	[	[	X
iajs-1441	100	14	11	11	NUM
iajs-1441	100	15	]	]	PUNCT
iajs-1441	100	16	.	.	PUNCT
iajs-1441	101	1	numerical	numerical	ADJ
iajs-1441	101	2	results	result	NOUN
iajs-1441	101	3	and	and	CCONJ
iajs-1441	101	4	discussion	discussion	VERB
iajs-1441	101	5	the	the	DET
iajs-1441	101	6	computations	computation	NOUN
iajs-1441	101	7	(	(	PUNCT
iajs-1441	101	8	using	use	VERB
iajs-1441	101	9	mathcad	mathcad	PROPN
iajs-1441	101	10	program	program	PROPN
iajs-1441	101	11	)	)	PUNCT
iajs-1441	101	12	of	of	ADP
iajs-1441	101	13	relative	relative	ADJ
iajs-1441	101	14	efficiency	efficiency	NOUN
iajs-1441	101	15	[	[	X
iajs-1441	101	16	r.eff(	r.eff(	X
iajs-1441	101	17	)	)	PUNCT
iajs-1441	101	18	]	]	PUNCT
iajs-1441	101	19	,	,	PUNCT
iajs-1441	101	20	bias	bias	NOUN
iajs-1441	101	21	ratio	ratio	NOUN
iajs-1441	101	22	[	[	X
iajs-1441	101	23	b(	b(	NOUN
iajs-1441	101	24	)	)	PUNCT
iajs-1441	101	25	]	]	PUNCT
iajs-1441	101	26	,	,	PUNCT
iajs-1441	101	27	expected	expect	VERB
iajs-1441	101	28	sample	sample	NOUN
iajs-1441	101	29	size	size	NOUN
iajs-1441	101	30	[	[	X
iajs-1441	101	31	e(n,r	e(n,r	NOUN
iajs-1441	101	32	)	)	PUNCT
iajs-1441	101	33	]	]	PUNCT
iajs-1441	101	34	,	,	PUNCT
iajs-1441	101	35	expected	expect	VERB
iajs-1441	101	36	sample	sample	NOUN
iajs-1441	101	37	size	size	NOUN
iajs-1441	101	38	proportion	proportion	NOUN
iajs-1441	101	39	,	,	PUNCT
iajs-1441	101	40	percentage	percentage	NOUN
iajs-1441	101	41	of	of	ADP
iajs-1441	101	42	the	the	DET
iajs-1441	101	43	overall	overall	ADJ
iajs-1441	101	44	sample	sample	NOUN
iajs-1441	101	45	saved	save	VERB
iajs-1441	101	46	and	and	CCONJ
iajs-1441	101	47	probability	probability	NOUN
iajs-1441	101	48	of	of	ADP
iajs-1441	101	49	avoiding	avoid	VERB
iajs-1441	101	50	the	the	DET
iajs-1441	101	51	second	second	ADJ
iajs-1441	101	52	sample	sample	NOUN
iajs-1441	101	53	were	be	AUX
iajs-1441	101	54	used	use	VERB
iajs-1441	101	55	for	for	ADP
iajs-1441	101	56	the	the	DET
iajs-1441	101	57	estimator	estimator	NOUN
iajs-1441	101	58	2	2	NUM
iajs-1441	101	59	ds	ds	NOUN
iajs-1441	101	60			PROPN
iajs-1441	101	61	.	.	PUNCT
iajs-1441	102	1	these	these	DET
iajs-1441	102	2	computations	computation	NOUN
iajs-1441	102	3	were	be	AUX
iajs-1441	102	4	performed	perform	VERB
iajs-1441	102	5	for	for	ADP
iajs-1441	102	6	n1	n1	NOUN
iajs-1441	102	7	=	=	SYM
iajs-1441	102	8	5,7,9,11,13	5,7,9,11,13	NUM
iajs-1441	102	9	;	;	PUNCT
iajs-1441	102	10	u	u	PROPN
iajs-1441	102	11	=	=	NOUN
iajs-1441	102	12	,	,	PUNCT
iajs-1441	102	13	2,6,8,10	2,6,8,10	NUM
iajs-1441	102	14	;	;	PUNCT
iajs-1441	102	15			X
iajs-1441	102	16	=	=	X
iajs-1441	102	17	0.0(0.1)1,2	0.0(0.1)1,2	NUM
iajs-1441	102	18	;	;	PUNCT
iajs-1441	102	19			X
iajs-1441	102	20	=	=	SYM
iajs-1441	102	21	0.01,0.05,0.1	0.01,0.05,0.1	NOUN
iajs-1441	102	22	.	.	PUNCT
iajs-1441	103	1	some	some	PRON
iajs-1441	103	2	of	of	ADP
iajs-1441	103	3	these	these	DET
iajs-1441	103	4	computations	computation	NOUN
iajs-1441	103	5	are	be	AUX
iajs-1441	103	6	given	give	VERB
iajs-1441	103	7	in	in	ADP
iajs-1441	103	8	annex	annex	ADJ
iajs-1441	103	9	tables	table	NOUN
iajs-1441	103	10	(	(	PUNCT
iajs-1441	103	11	1)-(17	1)-(17	NUM
iajs-1441	103	12	)	)	PUNCT
iajs-1441	103	13	.	.	PUNCT
iajs-1441	104	1	the	the	DET
iajs-1441	104	2	observations	observation	NOUN
iajs-1441	104	3	mentioned	mention	VERB
iajs-1441	104	4	in	in	ADP
iajs-1441	104	5	the	the	DET
iajs-1441	104	6	tables	table	NOUN
iajs-1441	104	7	lead	lead	VERB
iajs-1441	104	8	to	to	ADP
iajs-1441	104	9	the	the	DET
iajs-1441	104	10	following	follow	VERB
iajs-1441	104	11	results	result	NOUN
iajs-1441	104	12	:	:	PUNCT
iajs-1441	104	13	i.	i.	PROPN
iajs-1441	104	14	r.eff	r.eff	PROPN
iajs-1441	104	15	(	(	PUNCT
iajs-1441	104	16	2	2	NUM
iajs-1441	104	17	ds	ds	NOUN
iajs-1441	104	18			PROPN
iajs-1441	104	19	)	)	PUNCT
iajs-1441	104	20	are	be	AUX
iajs-1441	104	21	adversely	adversely	ADV
iajs-1441	104	22	proportional	proportional	ADJ
iajs-1441	104	23	with	with	ADP
iajs-1441	104	24	small	small	ADJ
iajs-1441	104	25	value	value	NOUN
iajs-1441	104	26	of	of	ADP
iajs-1441	104	27	.	.	NOUN
iajs-1441	104	28	ii	ii	PROPN
iajs-1441	104	29	.	.	PUNCT
iajs-1441	105	1	r.eff	r.eff	PROPN
iajs-1441	105	2	(	(	PUNCT
iajs-1441	105	3	2	2	NUM
iajs-1441	105	4	ds	ds	NOUN
iajs-1441	105	5			PROPN
iajs-1441	105	6	)	)	PUNCT
iajs-1441	105	7	are	be	AUX
iajs-1441	105	8	maximum	maximum	ADJ
iajs-1441	105	9	when	when	SCONJ
iajs-1441	105	10			PROPN
iajs-1441	105	11	2	2	NUM
iajs-1441	105	12			SYM
iajs-1441	105	13	2	2	NUM
iajs-1441	105	14	0	0	NUM
iajs-1441	105	15	and	and	CCONJ
iajs-1441	105	16	decreasing	decrease	VERB
iajs-1441	105	17	otherwise	otherwise	ADV
iajs-1441	105	18	mathematics	mathematics	NOUN
iajs-1441	105	19	|182	|182	NOUN
iajs-1441	105	20	2102	2102	NUM
iajs-1441	105	21	(	(	PUNCT
iajs-1441	105	22	عام	عام	ADP
iajs-1441	105	23	2	2	NUM
iajs-1441	105	24	(	(	PUNCT
iajs-1441	105	25	العدد	العدد	PROPN
iajs-1441	105	26	)	)	PUNCT
iajs-1441	105	27	30الهيثم	30الهيثم	NUM
iajs-1441	105	28	للعلوم	للعلوم	NOUN
iajs-1441	105	29	الصرفة	الصرفة	NOUN
iajs-1441	105	30	و	و	PRON
iajs-1441	105	31	التطبيقية	التطبيقية	ADV
iajs-1441	105	32	المجلد	المجلد	ADV
iajs-1441	105	33	)	)	PUNCT
iajs-1441	105	34	مجلة	مجلة	VERB
iajs-1441	105	35	إبن	إبن	VERB
iajs-1441	105	36	ibn	ibn	PROPN
iajs-1441	105	37	al	al	PROPN
iajs-1441	105	38	-	-	PUNCT
iajs-1441	105	39	haitham	haitham	PROPN
iajs-1441	105	40	j.	j.	PROPN
iajs-1441	105	41	for	for	ADP
iajs-1441	105	42	pure	pure	PROPN
iajs-1441	105	43	&	&	CCONJ
iajs-1441	105	44	appl	appl	PROPN
iajs-1441	105	45	.	.	PUNCT
iajs-1441	106	1	sci	sci	PROPN
iajs-1441	106	2	.	.	PUNCT
iajs-1441	107	1	vol.03	vol.03	PROPN
iajs-1441	107	2	(	(	PUNCT
iajs-1441	107	3	2	2	NUM
iajs-1441	107	4	)	)	PUNCT
iajs-1441	107	5	2017	2017	NUM
iajs-1441	107	6	iii	iii	NOUN
iajs-1441	107	7	.	.	PUNCT
iajs-1441	108	1	the	the	DET
iajs-1441	108	2	bias	bias	NOUN
iajs-1441	108	3	ratio	ratio	NOUN
iajs-1441	108	4	of	of	ADP
iajs-1441	108	5	2	2	NUM
iajs-1441	108	6	2	2	NUM
iajs-1441	108	7	1	1	NUM
iajs-1441	108	8	ds	ds	ADJ
iajs-1441	108	9	ds	ds	ADJ
iajs-1441	108	10	ds2	ds2	PROPN
iajs-1441	108	11	n	n	CCONJ
iajs-1441	108	12	1	1	NUM
iajs-1441	108	13	[	[	X
iajs-1441	108	14	b	b	X
iajs-1441	108	15	(	(	PUNCT
iajs-1441	108	16	)	)	PUNCT
iajs-1441	108	17	bias	bias	NOUN
iajs-1441	108	18	(	(	PUNCT
iajs-1441	108	19	)	)	PUNCT
iajs-1441	108	20	]	]	PUNCT
iajs-1441	108	21			X
iajs-1441	108	22			X
iajs-1441	108	23			X
iajs-1441	108	24			X
iajs-1441	108	25			X
iajs-1441	108	26	are	be	AUX
iajs-1441	108	27	reasonably	reasonably	ADV
iajs-1441	108	28	small	small	ADJ
iajs-1441	108	29	when	when	SCONJ
iajs-1441	108	30			PROPN
iajs-1441	108	31	2	2	NUM
iajs-1441	108	32			SYM
iajs-1441	108	33	2	2	NUM
iajs-1441	108	34	0	0	NUM
iajs-1441	108	35	,	,	PUNCT
iajs-1441	108	36	otherwise	otherwise	ADV
iajs-1441	108	37	b	b	X
iajs-1441	108	38	(	(	PUNCT
iajs-1441	108	39	2	2	NUM
iajs-1441	108	40	ds	ds	NOUN
iajs-1441	108	41			PROPN
iajs-1441	108	42	)	)	PUNCT
iajs-1441	108	43	will	will	AUX
iajs-1441	108	44	be	be	AUX
iajs-1441	108	45	maximum	maximum	ADJ
iajs-1441	108	46	.	.	PUNCT
iajs-1441	109	1	iv	iv	X
iajs-1441	109	2	.	.	PUNCT
iajs-1441	110	1	b	b	X
iajs-1441	110	2	(	(	PUNCT
iajs-1441	110	3	2	2	NUM
iajs-1441	110	4	ds	ds	NOUN
iajs-1441	110	5			PROPN
iajs-1441	110	6	)	)	PUNCT
iajs-1441	110	7	are	be	AUX
iajs-1441	110	8	reasonably	reasonably	ADV
iajs-1441	110	9	small	small	ADJ
iajs-1441	110	10	with	with	ADP
iajs-1441	110	11	small	small	ADJ
iajs-1441	110	12	value	value	NOUN
iajs-1441	110	13	of	of	ADP
iajs-1441	110	14	.	.	NOUN
iajs-1441	110	15	v.	v.	CCONJ
iajs-1441	110	16	r.eff	r.eff	PROPN
iajs-1441	110	17	(	(	PUNCT
iajs-1441	110	18	2	2	NUM
iajs-1441	110	19	ds	ds	NOUN
iajs-1441	110	20			PROPN
iajs-1441	110	21	)	)	PUNCT
iajs-1441	110	22	and	and	CCONJ
iajs-1441	110	23	b	b	X
iajs-1441	110	24	(	(	PUNCT
iajs-1441	110	25	2	2	NUM
iajs-1441	110	26	ds	ds	NOUN
iajs-1441	110	27			PROPN
iajs-1441	110	28	)	)	PUNCT
iajs-1441	110	29	are	be	AUX
iajs-1441	110	30	decreasing	decrease	VERB
iajs-1441	110	31	function	function	NOUN
iajs-1441	110	32	with	with	ADP
iajs-1441	110	33	respect	respect	NOUN
iajs-1441	110	34	to	to	ADP
iajs-1441	110	35	first	first	ADJ
iajs-1441	110	36	sample	sample	NOUN
iajs-1441	110	37	size	size	NOUN
iajs-1441	110	38	n1	n1	PROPN
iajs-1441	110	39	.	.	PUNCT
iajs-1441	111	1	vi	vi	X
iajs-1441	111	2	.	.	PUNCT
iajs-1441	112	1	the	the	DET
iajs-1441	112	2	expected	expect	VERB
iajs-1441	112	3	values	value	NOUN
iajs-1441	112	4	of	of	ADP
iajs-1441	112	5	sample	sample	NOUN
iajs-1441	112	6	size	size	NOUN
iajs-1441	112	7	of	of	ADP
iajs-1441	112	8	2	2	NUM
iajs-1441	112	9	ds	ds	NOUN
iajs-1441	112	10			X
iajs-1441	112	11	is	be	AUX
iajs-1441	112	12	closer	close	ADJ
iajs-1441	112	13	to	to	ADP
iajs-1441	112	14	n1	n1	VERB
iajs-1441	112	15	specially	specially	ADV
iajs-1441	112	16	when	when	SCONJ
iajs-1441	112	17			PROPN
iajs-1441	112	18	2	2	NUM
iajs-1441	112	19			SYM
iajs-1441	112	20	2	2	NUM
iajs-1441	112	21	0	0	NUM
iajs-1441	112	22	and	and	CCONJ
iajs-1441	112	23	start	start	VERB
iajs-1441	112	24	faraway	faraway	ADV
iajs-1441	112	25	slowly	slowly	ADV
iajs-1441	112	26	with	with	ADP
iajs-1441	112	27	increasing	increase	VERB
iajs-1441	112	28	of	of	ADP
iajs-1441	112	29	.	.	PROPN
iajs-1441	112	30	vii	vii	PROPN
iajs-1441	112	31	.	.	PROPN
iajs-1441	113	1	percentage	percentage	NOUN
iajs-1441	113	2	of	of	ADP
iajs-1441	113	3	the	the	DET
iajs-1441	113	4	overall	overall	ADJ
iajs-1441	113	5	sample	sample	NOUN
iajs-1441	113	6	saved	save	VERB
iajs-1441	113	7	[	[	PUNCT
iajs-1441	113	8	2n	2n	NUM
iajs-1441	113	9	n	n	DET
iajs-1441	113	10	j0(a1,b1)100	j0(a1,b1)100	PROPN
iajs-1441	113	11	]	]	PUNCT
iajs-1441	113	12	is	be	AUX
iajs-1441	113	13	a	a	DET
iajs-1441	113	14	decreasing	decrease	VERB
iajs-1441	113	15	function	function	NOUN
iajs-1441	113	16	of	of	ADP
iajs-1441	113	17			ADJ
iajs-1441	113	18	,	,	PUNCT
iajs-1441	113	19	and	and	CCONJ
iajs-1441	113	20	has	have	VERB
iajs-1441	113	21	a	a	DET
iajs-1441	113	22	maximum	maximum	ADJ
iajs-1441	113	23	value	value	NOUN
iajs-1441	113	24	when	when	SCONJ
iajs-1441	113	25			PROPN
iajs-1441	113	26	2	2	NUM
iajs-1441	113	27			SYM
iajs-1441	113	28	2	2	NUM
iajs-1441	113	29	0	0	NUM
iajs-1441	113	30	.	.	PUNCT
iajs-1441	114	1	viii	viii	PROPN
iajs-1441	114	2	.	.	PUNCT
iajs-1441	115	1	r.eff	r.eff	PROPN
iajs-1441	115	2	(	(	PUNCT
iajs-1441	115	3	2	2	NUM
iajs-1441	115	4	ds	ds	NOUN
iajs-1441	115	5			PROPN
iajs-1441	115	6	)	)	PUNCT
iajs-1441	115	7	is	be	AUX
iajs-1441	115	8	an	an	DET
iajs-1441	115	9	increasing	increase	VERB
iajs-1441	115	10	function	function	NOUN
iajs-1441	115	11	with	with	ADP
iajs-1441	115	12	respect	respect	NOUN
iajs-1441	115	13	to	to	ADP
iajs-1441	115	14	u	u	PROPN
iajs-1441	115	15	(	(	PUNCT
iajs-1441	115	16	u	u	NOUN
iajs-1441	115	17	=	=	PROPN
iajs-1441	115	18	n2	n2	ADJ
iajs-1441	115	19	/	/	SYM
iajs-1441	115	20	n1	n1	NOUN
iajs-1441	115	21	)	)	PUNCT
iajs-1441	115	22	.	.	PUNCT
iajs-1441	116	1	iv	iv	X
iajs-1441	116	2	.	.	PUNCT
iajs-1441	117	1	the	the	DET
iajs-1441	117	2	suggested	suggest	VERB
iajs-1441	117	3	estimator	estimator	NOUN
iajs-1441	117	4	2	2	NUM
iajs-1441	117	5	ds	ds	NOUN
iajs-1441	117	6			X
iajs-1441	117	7	is	be	AUX
iajs-1441	117	8	more	more	ADV
iajs-1441	117	9	efficient	efficient	ADJ
iajs-1441	117	10	than	than	ADP
iajs-1441	117	11	the	the	DET
iajs-1441	117	12	estimators	estimator	NOUN
iajs-1441	117	13	introduced	introduce	VERB
iajs-1441	117	14	by	by	ADP
iajs-1441	117	15	albermani	albermani	NOUN
iajs-1441	118	1	[	[	X
iajs-1441	118	2	2	2	NUM
iajs-1441	118	3	]	]	PUNCT
iajs-1441	118	4	and	and	CCONJ
iajs-1441	118	5	al	al	PROPN
iajs-1441	118	6	-	-	PUNCT
iajs-1441	118	7	joboori	joboori	NOUN
iajs-1441	118	8	[	[	PUNCT
iajs-1441	118	9	4	4	NUM
iajs-1441	118	10	]	]	PUNCT
iajs-1441	118	11	.	.	PUNCT
iajs-1441	119	1	conclusions	conclusion	NOUN
iajs-1441	119	2	from	from	ADP
iajs-1441	119	3	the	the	DET
iajs-1441	119	4	above	above	ADJ
iajs-1441	119	5	discussions	discussion	NOUN
iajs-1441	119	6	,	,	PUNCT
iajs-1441	119	7	it	it	PRON
iajs-1441	119	8	is	be	AUX
iajs-1441	119	9	obvious	obvious	ADJ
iajs-1441	119	10	that	that	SCONJ
iajs-1441	119	11	by	by	ADP
iajs-1441	119	12	using	use	VERB
iajs-1441	119	13	guess	guess	NOUN
iajs-1441	119	14	point	point	NOUN
iajs-1441	119	15	value	value	NOUN
iajs-1441	119	16	one	one	PRON
iajs-1441	119	17	can	can	AUX
iajs-1441	119	18	improve	improve	VERB
iajs-1441	119	19	the	the	DET
iajs-1441	119	20	usual	usual	ADJ
iajs-1441	119	21	estimator	estimator	NOUN
iajs-1441	119	22	by	by	ADP
iajs-1441	119	23	using	use	VERB
iajs-1441	119	24	shrinkage	shrinkage	NOUN
iajs-1441	119	25	technique	technique	NOUN
iajs-1441	119	26	.	.	PUNCT
iajs-1441	120	1	it	it	PRON
iajs-1441	120	2	can	can	AUX
iajs-1441	120	3	be	be	AUX
iajs-1441	120	4	noted	note	VERB
iajs-1441	120	5	that	that	SCONJ
iajs-1441	120	6	if	if	SCONJ
iajs-1441	120	7	the	the	DET
iajs-1441	120	8	guess	guess	NOUN
iajs-1441	120	9	point	point	NOUN
iajs-1441	120	10	is	be	AUX
iajs-1441	120	11	very	very	ADV
iajs-1441	120	12	close	close	ADJ
iajs-1441	120	13	to	to	ADP
iajs-1441	120	14	the	the	DET
iajs-1441	120	15	actual	actual	ADJ
iajs-1441	120	16	value	value	NOUN
iajs-1441	120	17	of	of	ADP
iajs-1441	120	18	the	the	DET
iajs-1441	120	19	parameter	parameter	NOUN
iajs-1441	120	20	,	,	PUNCT
iajs-1441	120	21	the	the	DET
iajs-1441	120	22	proposed	propose	VERB
iajs-1441	120	23	estimator	estimator	NOUN
iajs-1441	120	24	perform	perform	NOUN
iajs-1441	120	25	is	be	AUX
iajs-1441	120	26	better	well	ADJ
iajs-1441	120	27	than	than	ADP
iajs-1441	120	28	the	the	DET
iajs-1441	120	29	usual	usual	ADJ
iajs-1441	120	30	estimator	estimator	NOUN
iajs-1441	120	31	.	.	PUNCT
iajs-1441	121	1	if	if	SCONJ
iajs-1441	121	2	one	one	PRON
iajs-1441	121	3	has	have	VERB
iajs-1441	121	4	no	no	DET
iajs-1441	121	5	confidence	confidence	NOUN
iajs-1441	121	6	in	in	ADP
iajs-1441	121	7	the	the	DET
iajs-1441	121	8	guessed	guess	VERB
iajs-1441	121	9	value	value	NOUN
iajs-1441	121	10	,	,	PUNCT
iajs-1441	121	11	then	then	ADV
iajs-1441	121	12	proposed	propose	VERB
iajs-1441	121	13	preliminary	preliminary	ADJ
iajs-1441	121	14	test	test	NOUN
iajs-1441	121	15	shrunken	shrunken	ADJ
iajs-1441	121	16	estimators	estimator	NOUN
iajs-1441	121	17	can	can	AUX
iajs-1441	121	18	be	be	AUX
iajs-1441	121	19	suggested	suggest	VERB
iajs-1441	121	20	.	.	PUNCT
iajs-1441	122	1	we	we	PRON
iajs-1441	122	2	can	can	AUX
iajs-1441	122	3	safely	safely	ADV
iajs-1441	122	4	use	use	VERB
iajs-1441	122	5	the	the	DET
iajs-1441	122	6	proposed	propose	VERB
iajs-1441	122	7	estimators	estimator	NOUN
iajs-1441	122	8	for	for	ADP
iajs-1441	122	9	small	small	ADJ
iajs-1441	122	10	sample	sample	NOUN
iajs-1441	122	11	size	size	NOUN
iajs-1441	122	12	at	at	ADP
iajs-1441	122	13	the	the	DET
iajs-1441	122	14	usual	usual	ADJ
iajs-1441	122	15	level	level	NOUN
iajs-1441	122	16	of	of	ADP
iajs-1441	122	17	significance	significance	NOUN
iajs-1441	122	18	and	and	CCONJ
iajs-1441	122	19	moderate	moderate	ADJ
iajs-1441	122	20	value	value	NOUN
iajs-1441	122	21	of	of	ADP
iajs-1441	122	22	shrunken	shrunken	ADJ
iajs-1441	122	23	weight	weight	NOUN
iajs-1441	122	24	factor	factor	NOUN
iajs-1441	122	25	.	.	PUNCT
iajs-1441	123	1	the	the	DET
iajs-1441	123	2	difficulty	difficulty	NOUN
iajs-1441	123	3	of	of	ADP
iajs-1441	123	4	obtaining	obtain	VERB
iajs-1441	123	5	samples	sample	NOUN
iajs-1441	123	6	is	be	AUX
iajs-1441	123	7	because	because	SCONJ
iajs-1441	123	8	of	of	ADP
iajs-1441	123	9	the	the	DET
iajs-1441	123	10	scarcity	scarcity	NOUN
iajs-1441	123	11	and	and	CCONJ
iajs-1441	123	12	high	high	ADJ
iajs-1441	123	13	cost	cost	NOUN
iajs-1441	123	14	led	lead	VERB
iajs-1441	123	15	researchers	researcher	NOUN
iajs-1441	123	16	to	to	PART
iajs-1441	123	17	use	use	VERB
iajs-1441	123	18	the	the	DET
iajs-1441	123	19	double	double	ADJ
iajs-1441	123	20	stage	stage	NOUN
iajs-1441	123	21	shrinkage	shrinkage	NOUN
iajs-1441	123	22	estimators	estimator	NOUN
iajs-1441	123	23	to	to	PART
iajs-1441	123	24	reduce	reduce	VERB
iajs-1441	123	25	the	the	DET
iajs-1441	123	26	sample	sample	NOUN
iajs-1441	123	27	size	size	NOUN
iajs-1441	123	28	that	that	PRON
iajs-1441	123	29	we	we	PRON
iajs-1441	123	30	need	need	VERB
iajs-1441	123	31	and	and	CCONJ
iajs-1441	123	32	for	for	ADP
iajs-1441	123	33	achieving	achieve	VERB
iajs-1441	123	34	savings	saving	NOUN
iajs-1441	123	35	of	of	ADP
iajs-1441	123	36	the	the	DET
iajs-1441	123	37	items	item	NOUN
iajs-1441	123	38	in	in	ADP
iajs-1441	123	39	the	the	DET
iajs-1441	123	40	sample	sample	NOUN
iajs-1441	123	41	and	and	CCONJ
iajs-1441	123	42	obtaining	obtain	VERB
iajs-1441	123	43	high	high	ADJ
iajs-1441	123	44	efficiency	efficiency	NOUN
iajs-1441	123	45	estimators	estimator	NOUN
iajs-1441	123	46	.	.	PUNCT
iajs-1441	124	1	references	reference	NOUN
iajs-1441	124	2	1	1	NUM
iajs-1441	124	3	.	.	PUNCT
iajs-1441	125	1	ahsanullah	ahsanullah	PROPN
iajs-1441	125	2	,	,	PUNCT
iajs-1441	125	3	m.	m.	NOUN
iajs-1441	125	4	et	et	PROPN
iajs-1441	125	5	al	al	PROPN
iajs-1441	125	6	.	.	PROPN
iajs-1441	125	7	,(2014	,(2014	PROPN
iajs-1441	125	8	)	)	PUNCT
iajs-1441	125	9	,	,	PUNCT
iajs-1441	125	10	"	"	PUNCT
iajs-1441	125	11	normal	normal	ADJ
iajs-1441	125	12	and	and	CCONJ
iajs-1441	125	13	student	student	NOUN
iajs-1441	125	14	’s	’s	PART
iajs-1441	125	15	t	t	PROPN
iajs-1441	125	16	distributions	distribution	NOUN
iajs-1441	125	17	and	and	CCONJ
iajs-1441	125	18	their	their	PRON
iajs-1441	125	19	applications	application	NOUN
iajs-1441	125	20	"	"	PUNCT
iajs-1441	125	21	,	,	PUNCT
iajs-1441	125	22	atlantis	atlantis	PROPN
iajs-1441	125	23	press	press	PROPN
iajs-1441	125	24	and	and	CCONJ
iajs-1441	125	25	the	the	DET
iajs-1441	125	26	authors	author	NOUN
iajs-1441	125	27	.	.	PUNCT
iajs-1441	126	1	doi	doi	NOUN
iajs-1441	126	2	:	:	PUNCT
iajs-1441	126	3	10.2991/978	10.2991/978	NUM
iajs-1441	126	4	-	-	SYM
iajs-1441	126	5	94	94	NUM
iajs-1441	126	6	-	-	PUNCT
iajs-1441	126	7	6239	6239	NUM
iajs-1441	126	8	-	-	PUNCT
iajs-1441	126	9	061	061	NUM
iajs-1441	126	10	-	-	PUNCT
iajs-1441	126	11	4_2	4_2	NOUN
iajs-1441	126	12	.	.	NOUN
iajs-1441	127	1	2	2	X
iajs-1441	127	2	.	.	X
iajs-1441	127	3	al	al	PROPN
iajs-1441	127	4	-	-	PUNCT
iajs-1441	127	5	bermani	bermani	PROPN
iajs-1441	127	6	,	,	PUNCT
iajs-1441	127	7	m.h	m.h	PROPN
iajs-1441	127	8	.	.	PROPN
iajs-1441	127	9	,(2008	,(2008	PROPN
iajs-1441	127	10	)	)	PUNCT
iajs-1441	127	11	,	,	PUNCT
iajs-1441	127	12	"	"	PUNCT
iajs-1441	127	13	comparison	comparison	NOUN
iajs-1441	127	14	between	between	ADP
iajs-1441	127	15	bayesian	bayesian	NOUN
iajs-1441	127	16	shrinkage	shrinkage	NOUN
iajs-1441	127	17	estimators	estimator	NOUN
iajs-1441	127	18	and	and	CCONJ
iajs-1441	127	19	shrinkage	shrinkage	VERB
iajs-1441	127	20	estimators	estimator	NOUN
iajs-1441	127	21	for	for	ADP
iajs-1441	127	22	the	the	DET
iajs-1441	127	23	variance	variance	NOUN
iajs-1441	127	24	of	of	ADP
iajs-1441	127	25	normal	normal	ADJ
iajs-1441	127	26	distribution	distribution	NOUN
iajs-1441	127	27	by	by	ADP
iajs-1441	127	28	using	use	VERB
iajs-1441	127	29	simulation",ph.d	simulation",ph.d	NOUN
iajs-1441	127	30	.	.	PUNCT
iajs-1441	128	1	thesis	thesis	NOUN
iajs-1441	128	2	,	,	PUNCT
iajs-1441	128	3	college	college	NOUN
iajs-1441	128	4	of	of	ADP
iajs-1441	128	5	administration	administration	NOUN
iajs-1441	128	6	and	and	CCONJ
iajs-1441	128	7	economics	economic	NOUN
iajs-1441	128	8	,	,	PUNCT
iajs-1441	128	9	university	university	NOUN
iajs-1441	128	10	of	of	ADP
iajs-1441	128	11	baghdad	baghdad	PROPN
iajs-1441	128	12	.	.	PUNCT
iajs-1441	129	1	3	3	X
iajs-1441	129	2	.	.	X
iajs-1441	129	3	al	al	PROPN
iajs-1441	129	4	-	-	PUNCT
iajs-1441	129	5	joboori	joboori	NOUN
iajs-1441	129	6	,	,	PUNCT
iajs-1441	129	7	a.n.(2010	a.n.(2010	PROPN
iajs-1441	129	8	)	)	PUNCT
iajs-1441	129	9	,	,	PUNCT
iajs-1441	129	10	“	"	PUNCT
iajs-1441	129	11	pre	pre	ADJ
iajs-1441	129	12	-	-	ADJ
iajs-1441	129	13	test	test	ADJ
iajs-1441	129	14	single	single	ADJ
iajs-1441	129	15	and	and	CCONJ
iajs-1441	129	16	double	double	ADJ
iajs-1441	129	17	stage	stage	NOUN
iajs-1441	129	18	shrunken	shrunken	ADJ
iajs-1441	129	19	estimators	estimator	NOUN
iajs-1441	129	20	for	for	ADP
iajs-1441	129	21	the	the	DET
iajs-1441	129	22	mean	mean	NOUN
iajs-1441	129	23	of	of	ADP
iajs-1441	129	24	normal	normal	ADJ
iajs-1441	129	25	distribution	distribution	NOUN
iajs-1441	129	26	with	with	ADP
iajs-1441	129	27	known	know	VERB
iajs-1441	129	28	variance	variance	NOUN
iajs-1441	129	29	”	"	PUNCT
iajs-1441	129	30	,	,	PUNCT
iajs-1441	129	31	baghdad	baghdad	PROPN
iajs-1441	129	32	j.	j.	PROPN
iajs-1441	129	33	for	for	ADP
iajs-1441	129	34	science	science	NOUN
iajs-1441	129	35	,	,	PUNCT
iajs-1441	129	36	7	7	NUM
iajs-1441	129	37	(	(	PUNCT
iajs-1441	129	38	4	4	NUM
iajs-1441	129	39	)	)	PUNCT
iajs-1441	129	40	,	,	PUNCT
iajs-1441	129	41	14321442	14321442	NUM
iajs-1441	129	42	.	.	PUNCT
iajs-1441	130	1	4	4	X
iajs-1441	130	2	.	.	X
iajs-1441	130	3	al	al	PROPN
iajs-1441	130	4	-	-	PUNCT
iajs-1441	130	5	joboori	joboori	PROPN
iajs-1441	130	6	,	,	PUNCT
iajs-1441	130	7	a.n	a.n	PROPN
iajs-1441	130	8	.	.	PROPN
iajs-1441	130	9	,(2011	,(2011	PROPN
iajs-1441	130	10	)	)	PUNCT
iajs-1441	130	11	,	,	PUNCT
iajs-1441	130	12	single	single	ADJ
iajs-1441	130	13	and	and	CCONJ
iajs-1441	130	14	double	double	ADJ
iajs-1441	130	15	stage	stage	NOUN
iajs-1441	130	16	shrunken	shrunken	ADJ
iajs-1441	130	17	estimators	estimator	NOUN
iajs-1441	130	18	for	for	ADP
iajs-1441	130	19	the	the	DET
iajs-1441	130	20	variance	variance	NOUN
iajs-1441	130	21	of	of	ADP
iajs-1441	130	22	normal	normal	ADJ
iajs-1441	130	23	distribution	distribution	NOUN
iajs-1441	130	24	"	"	PUNCT
iajs-1441	130	25	.	.	PUNCT
iajs-1441	131	1	journal	journal	PROPN
iajs-1441	131	2	of	of	ADP
iajs-1441	131	3	education	education	NOUN
iajs-1441	131	4	,	,	PUNCT
iajs-1441	131	5	al	al	PROPN
iajs-1441	131	6	-	-	PUNCT
iajs-1441	131	7	mustansiryia	mustansiryia	PROPN
iajs-1441	131	8	.	.	PUNCT
iajs-1441	132	1	university	university	NOUN
iajs-1441	132	2	,	,	PUNCT
iajs-1441	132	3	2	2	NUM
iajs-1441	132	4	,	,	PUNCT
iajs-1441	132	5	597	597	NUM
iajs-1441	132	6	-	-	NUM
iajs-1441	132	7	608	608	NUM
iajs-1441	132	8	.	.	PUNCT
iajs-1441	133	1	5	5	NUM
iajs-1441	133	2	.	.	X
iajs-1441	134	1	al	al	PROPN
iajs-1441	134	2	-	-	PUNCT
iajs-1441	134	3	joboori	joboori	PROPN
iajs-1441	134	4	,	,	PUNCT
iajs-1441	134	5	a.n	a.n	PROPN
iajs-1441	134	6	.	.	PROPN
iajs-1441	134	7	,	,	PUNCT
iajs-1441	134	8	et	et	PROPN
iajs-1441	134	9	.	.	PUNCT
iajs-1441	135	1	al	al	PROPN
iajs-1441	135	2	,	,	PUNCT
iajs-1441	135	3	(	(	PUNCT
iajs-1441	135	4	2014	2014	NUM
iajs-1441	135	5	)	)	PUNCT
iajs-1441	135	6	,	,	PUNCT
iajs-1441	135	7	single	single	ADJ
iajs-1441	135	8	and	and	CCONJ
iajs-1441	135	9	double	double	ADJ
iajs-1441	135	10	stage	stage	NOUN
iajs-1441	135	11	shrinkage	shrinkage	NOUN
iajs-1441	135	12	estimators	estimator	NOUN
iajs-1441	135	13	for	for	ADP
iajs-1441	135	14	the	the	DET
iajs-1441	135	15	normal	normal	ADJ
iajs-1441	135	16	mean	mean	NOUN
iajs-1441	135	17	with	with	ADP
iajs-1441	135	18	the	the	DET
iajs-1441	135	19	variance	variance	NOUN
iajs-1441	135	20	cases	case	NOUN
iajs-1441	135	21	,	,	PUNCT
iajs-1441	135	22	international	international	ADJ
iajs-1441	135	23	journal	journal	NOUN
iajs-1441	135	24	of	of	ADP
iajs-1441	135	25	statistics	statistic	NOUN
iajs-1441	135	26	,	,	PUNCT
iajs-1441	135	27	.(38),2,.1127	.(38),2,.1127	ADP
iajs-1441	135	28	1134	1134	NUM
iajs-1441	135	29	.	.	PUNCT
iajs-1441	136	1	mathematics	mathematic	NOUN
iajs-1441	136	2	|183	|183	NOUN
iajs-1441	136	3	2102	2102	NUM
iajs-1441	136	4	(	(	PUNCT
iajs-1441	136	5	عام	عام	ADP
iajs-1441	136	6	2	2	NUM
iajs-1441	136	7	(	(	PUNCT
iajs-1441	136	8	العدد	العدد	PROPN
iajs-1441	136	9	)	)	PUNCT
iajs-1441	136	10	30الهيثم	30الهيثم	NUM
iajs-1441	136	11	للعلوم	للعلوم	NOUN
iajs-1441	136	12	الصرفة	الصرفة	NOUN
iajs-1441	136	13	و	و	PRON
iajs-1441	136	14	التطبيقية	التطبيقية	ADV
iajs-1441	136	15	المجلد	المجلد	ADV
iajs-1441	136	16	)	)	PUNCT
iajs-1441	136	17	مجلة	مجلة	VERB
iajs-1441	136	18	إبن	إبن	VERB
iajs-1441	136	19	ibn	ibn	PROPN
iajs-1441	136	20	al	al	PROPN
iajs-1441	136	21	-	-	PUNCT
iajs-1441	136	22	haitham	haitham	PROPN
iajs-1441	136	23	j.	j.	PROPN
iajs-1441	136	24	for	for	ADP
iajs-1441	136	25	pure	pure	PROPN
iajs-1441	136	26	&	&	CCONJ
iajs-1441	136	27	appl	appl	PROPN
iajs-1441	136	28	.	.	PUNCT
iajs-1441	137	1	sci	sci	PROPN
iajs-1441	137	2	.	.	PUNCT
iajs-1441	138	1	vol.03	vol.03	PROPN
iajs-1441	138	2	(	(	PUNCT
iajs-1441	138	3	2	2	NUM
iajs-1441	138	4	)	)	PUNCT
iajs-1441	138	5	2017	2017	NUM
iajs-1441	138	6	6	6	NUM
iajs-1441	138	7	.	.	PUNCT
iajs-1441	139	1	al	al	PROPN
iajs-1441	139	2	-	-	PUNCT
iajs-1441	139	3	joboori	joboori	PROPN
iajs-1441	139	4	,	,	PUNCT
iajs-1441	139	5	a.n	a.n	PROPN
iajs-1441	139	6	.	.	PROPN
iajs-1441	139	7	and	and	CCONJ
iajs-1441	139	8	ameen	ameen	PROPN
iajs-1441	139	9	,	,	PUNCT
iajs-1441	139	10	m.	m.	NOUN
iajs-1441	139	11	m.(2016	m.(2016	PROPN
iajs-1441	139	12	)	)	PUNCT
iajs-1441	139	13	,	,	PUNCT
iajs-1441	139	14	on	on	ADP
iajs-1441	139	15	double	double	ADJ
iajs-1441	139	16	stage	stage	NOUN
iajs-1441	139	17	minimax	minimax	NOUN
iajs-1441	139	18	-	-	PUNCT
iajs-1441	139	19	shrinkage	shrinkage	NOUN
iajs-1441	139	20	estimator	estimator	NOUN
iajs-1441	139	21	for	for	ADP
iajs-1441	139	22	generalized	generalized	ADJ
iajs-1441	139	23	rayleigh	rayleigh	PROPN
iajs-1441	139	24	model	model	NOUN
iajs-1441	139	25	,	,	PUNCT
iajs-1441	139	26	international	international	ADJ
iajs-1441	139	27	journal	journal	NOUN
iajs-1441	139	28	of	of	ADP
iajs-1441	139	29	applied	apply	VERB
iajs-1441	139	30	mathematical	mathematical	ADJ
iajs-1441	139	31	research	research	NOUN
iajs-1441	139	32	,	,	PUNCT
iajs-1441	139	33	5	5	NUM
iajs-1441	139	34	(	(	PUNCT
iajs-1441	139	35	1	1	NUM
iajs-1441	139	36	)	)	PUNCT
iajs-1441	139	37	,	,	PUNCT
iajs-1441	139	38	39	39	NUM
iajs-1441	139	39	-	-	SYM
iajs-1441	139	40	47	47	NUM
iajs-1441	139	41	.	.	PUNCT
iajs-1441	140	1	7	7	X
iajs-1441	140	2	.	.	X
iajs-1441	140	3	katti	katti	PROPN
iajs-1441	140	4	,	,	PUNCT
iajs-1441	140	5	s.k	s.k	PROPN
iajs-1441	140	6	.	.	PROPN
iajs-1441	140	7	,	,	PUNCT
iajs-1441	140	8	(	(	PUNCT
iajs-1441	140	9	1962	1962	NUM
iajs-1441	140	10	)	)	PUNCT
iajs-1441	140	11	,	,	PUNCT
iajs-1441	140	12	use	use	NOUN
iajs-1441	140	13	of	of	ADP
iajs-1441	140	14	some	some	PRON
iajs-1441	140	15	a	a	DET
iajs-1441	140	16	prior	prior	ADJ
iajs-1441	140	17	knowledge	knowledge	NOUN
iajs-1441	140	18	in	in	ADP
iajs-1441	140	19	the	the	DET
iajs-1441	140	20	estimation	estimation	NOUN
iajs-1441	140	21	of	of	ADP
iajs-1441	140	22	means	mean	NOUN
iajs-1441	140	23	from	from	ADP
iajs-1441	140	24	double	double	ADJ
iajs-1441	140	25	samples	sample	NOUN
iajs-1441	140	26	,	,	PUNCT
iajs-1441	140	27	biometrics,.18,.139	biometrics,.18,.139	NOUN
iajs-1441	140	28	-	-	NOUN
iajs-1441	140	29	147	147	NUM
iajs-1441	140	30	.	.	PUNCT
iajs-1441	140	31	8	8	NUM
iajs-1441	140	32	.	.	X
iajs-1441	141	1	handa	handa	PROPN
iajs-1441	141	2	,	,	PUNCT
iajs-1441	141	3	b.k	b.k	PROPN
iajs-1441	141	4	.	.	PROPN
iajs-1441	141	5	,	,	PUNCT
iajs-1441	141	6	kambo	kambo	PROPN
iajs-1441	141	7	,	,	PUNCT
iajs-1441	141	8	n.s	n.s	PROPN
iajs-1441	141	9	.	.	PROPN
iajs-1441	141	10	and	and	CCONJ
iajs-1441	141	11	al	al	PROPN
iajs-1441	141	12	-	-	PUNCT
iajs-1441	141	13	hemyari	hemyari	PROPN
iajs-1441	141	14	;	;	PUNCT
iajs-1441	141	15	z.a	z.a	PROPN
iajs-1441	141	16	.	.	PROPN
iajs-1441	141	17	,	,	PUNCT
iajs-1441	141	18	(	(	PUNCT
iajs-1441	141	19	1988	1988	NUM
iajs-1441	141	20	)	)	PUNCT
iajs-1441	141	21	,	,	PUNCT
iajs-1441	141	22	"	"	PUNCT
iajs-1441	141	23	on	on	ADP
iajs-1441	141	24	double	double	ADJ
iajs-1441	141	25	stage	stage	NOUN
iajs-1441	141	26	shrunken	shrunken	ADJ
iajs-1441	141	27	estimator	estimator	NOUN
iajs-1441	141	28	of	of	ADP
iajs-1441	141	29	the	the	DET
iajs-1441	141	30	mean	mean	NOUN
iajs-1441	141	31	of	of	ADP
iajs-1441	141	32	exponential	exponential	ADJ
iajs-1441	141	33	distribution	distribution	NOUN
iajs-1441	141	34	"	"	PUNCT
iajs-1441	141	35	,	,	PUNCT
iajs-1441	141	36	iapqr	iapqr	PROPN
iajs-1441	141	37	trans	tran	NOUN
iajs-1441	141	38	,	,	PUNCT
iajs-1441	141	39	.	.	PUNCT
iajs-1441	142	1	(	(	PUNCT
iajs-1441	142	2	13),1,.19	13),1,.19	NUM
iajs-1441	142	3	-	-	SYM
iajs-1441	142	4	33	33	NUM
iajs-1441	142	5	.	.	NOUN
iajs-1441	143	1	9	9	NUM
iajs-1441	143	2	.	.	PUNCT
iajs-1441	144	1	maha.a	maha.a	PROPN
iajs-1441	144	2	.	.	PUNCT
iajs-1441	145	1	m.(2011	m.(2011	PROPN
iajs-1441	145	2	)	)	PUNCT
iajs-1441	145	3	,	,	PUNCT
iajs-1441	145	4	double	double	ADJ
iajs-1441	145	5	stage	stage	NOUN
iajs-1441	145	6	shrinkage	shrinkage	NOUN
iajs-1441	145	7	estimator	estimator	NOUN
iajs-1441	145	8	of	of	ADP
iajs-1441	145	9	two	two	NUM
iajs-1441	145	10	parameters	parameter	NOUN
iajs-1441	145	11	generalized	generalize	VERB
iajs-1441	145	12	rayleigh	rayleigh	NOUN
iajs-1441	145	13	distribution	distribution	NOUN
iajs-1441	145	14	,	,	PUNCT
iajs-1441	145	15	education	education	NOUN
iajs-1441	145	16	college	college	PROPN
iajs-1441	145	17	journal	journal	PROPN
iajs-1441	145	18	al	al	PROPN
iajs-1441	145	19	-	-	PUNCT
iajs-1441	145	20	mustansiriya	mustansiriya	PROPN
iajs-1441	145	21	university	university	NOUN
iajs-1441	145	22	(	(	PUNCT
iajs-1441	145	23	2	2	NUM
iajs-1441	145	24	)	)	PUNCT
iajs-1441	145	25	,	,	PUNCT
iajs-1441	145	26	566	566	NUM
iajs-1441	145	27	-	-	NUM
iajs-1441	145	28	573	573	NUM
iajs-1441	145	29	10	10	NUM
iajs-1441	145	30	.	.	PUNCT
iajs-1441	146	1	thompson	thompson	PROPN
iajs-1441	146	2	,	,	PUNCT
iajs-1441	146	3	j.r	j.r	PROPN
iajs-1441	146	4	.	.	PROPN
iajs-1441	146	5	,	,	PUNCT
iajs-1441	146	6	(	(	PUNCT
iajs-1441	146	7	1968	1968	NUM
iajs-1441	146	8	)	)	PUNCT
iajs-1441	146	9	,	,	PUNCT
iajs-1441	146	10	some	some	DET
iajs-1441	146	11	shrinkage	shrinkage	NOUN
iajs-1441	146	12	techniques	technique	NOUN
iajs-1441	146	13	for	for	ADP
iajs-1441	146	14	estimating	estimate	VERB
iajs-1441	146	15	the	the	DET
iajs-1441	146	16	mean	mean	NOUN
iajs-1441	146	17	,	,	PUNCT
iajs-1441	146	18	j.	j.	PROPN
iajs-1441	146	19	amer	amer	PROPN
iajs-1441	146	20	.	.	PUNCT
iajs-1441	146	21	statist	statist	PROPN
iajs-1441	146	22	.	.	PUNCT
iajs-1441	147	1	assoc,.63.113	assoc,.63.113	PROPN
iajs-1441	147	2	-	-	PUNCT
iajs-1441	147	3	122	122	NUM
iajs-1441	147	4	.	.	PUNCT
iajs-1441	147	5	11	11	NUM
iajs-1441	147	6	.	.	PUNCT
iajs-1441	148	1	waikar	waikar	PROPN
iajs-1441	148	2	,	,	PUNCT
iajs-1441	148	3	v.b	v.b	PROPN
iajs-1441	148	4	.	.	PROPN
iajs-1441	148	5	,	,	PUNCT
iajs-1441	148	6	schuurmann	schuurmann	PROPN
iajs-1441	148	7	,	,	PUNCT
iajs-1441	148	8	f.j	f.j	PROPN
iajs-1441	148	9	.	.	PROPN
iajs-1441	148	10	and	and	CCONJ
iajs-1441	148	11	raghunathar	raghunathar	VERB
iajs-1441	148	12	,	,	PUNCT
iajs-1441	148	13	t.e	t.e	PROPN
iajs-1441	148	14	.	.	PROPN
iajs-1441	148	15	,	,	PUNCT
iajs-1441	148	16	(	(	PUNCT
iajs-1441	148	17	1984	1984	NUM
iajs-1441	148	18	)	)	PUNCT
iajs-1441	148	19	,	,	PUNCT
iajs-1441	148	20	on	on	ADP
iajs-1441	148	21	a	a	DET
iajs-1441	148	22	two	two	NUM
iajs-1441	148	23	-	-	PUNCT
iajs-1441	148	24	stage	stage	NOUN
iajs-1441	148	25	shrinkage	shrinkage	NOUN
iajs-1441	148	26	testimator	testimator	NOUN
iajs-1441	148	27	of	of	ADP
iajs-1441	148	28	the	the	DET
iajs-1441	148	29	mean	mean	NOUN
iajs-1441	148	30	of	of	ADP
iajs-1441	148	31	a	a	DET
iajs-1441	148	32	normal	normal	ADJ
iajs-1441	148	33	distribution	distribution	NOUN
iajs-1441	148	34	,	,	PUNCT
iajs-1441	148	35	commum	commum	NOUN
iajs-1441	148	36	.	.	PUNCT
iajs-1441	149	1	statist	statist	ADJ
iajs-1441	149	2	-	-	PUNCT
iajs-1441	149	3	theor	theor	PROPN
iajs-1441	149	4	.	.	PUNCT
iajs-1441	149	5	meth	meth	PROPN
iajs-1441	149	6	.	.	PUNCT
iajs-1441	149	7	,	,	PUNCT
iajs-1441	150	1	a,.13	a,.13	PROPN
iajs-1441	150	2	(	(	PUNCT
iajs-1441	150	3	15),.1901	15),.1901	NUM
iajs-1441	150	4	-	-	SYM
iajs-1441	150	5	1913	1913	NUM
iajs-1441	150	6	.	.	PUNCT
iajs-1441	151	1	12	12	NUM
iajs-1441	151	2	.	.	PUNCT
iajs-1441	152	1	https://www3.nd.edu/~rwilliam/stats1/x21.pdf	https://www3.nd.edu/~rwilliam/stats1/x21.pdf	AUX
iajs-1441	152	2	.	.	PUNCT
iajs-1441	153	1	table	table	NOUN
iajs-1441	153	2	(	(	PUNCT
iajs-1441	153	3	1	1	NUM
iajs-1441	153	4	):	):	PUNCT
iajs-1441	153	5	shows	show	VERB
iajs-1441	153	6	bias	bias	NOUN
iajs-1441	153	7	ratio	ratio	NOUN
iajs-1441	153	8	[	[	X
iajs-1441	153	9	b(	b(	NOUN
iajs-1441	153	10	)	)	PUNCT
iajs-1441	153	11	]	]	PUNCT
iajs-1441	153	12	and	and	CCONJ
iajs-1441	153	13	r.e.ff	r.e.ff	VERB
iajs-1441	153	14	w.r.t	w.r.t	NOUN
iajs-1441	153	15	.	.	PUNCT
iajs-1441	154	1	α	α	X
iajs-1441	154	2	,	,	PUNCT
iajs-1441	154	3	n1	n1	NOUN
iajs-1441	154	4	and	and	CCONJ
iajs-1441	154	5	λ	λ	PROPN
iajs-1441	154	6	when	when	SCONJ
iajs-1441	154	7	u	u	PROPN
iajs-1441	154	8	=	=	NOUN
iajs-1441	154	9	2	2	NUM
iajs-1441	154	10	λ	λ	NOUN
iajs-1441	154	11	α	α	NOUN
iajs-1441	154	12	n	n	NOUN
iajs-1441	154	13	1	1	NUM
iajs-1441	154	14	r.eff(-	r.eff(-	PROPN
iajs-1441	154	15	)	)	PUNCT
iajs-1441	154	16	b(-	b(-	PROPN
iajs-1441	154	17	)	)	PUNCT
iajs-1441	154	18	0.25	0.25	NUM
iajs-1441	154	19	0.50	0.50	NUM
iajs-1441	154	20	0.75	0.75	NUM
iajs-1441	154	21	1	1	NUM
iajs-1441	154	22	1.25	1.25	NUM
iajs-1441	154	23	1.50	1.50	NUM
iajs-1441	154	24	1.75	1.75	NUM
iajs-1441	154	25	2	2	NUM
iajs-1441	154	26	0	0	NUM
iajs-1441	154	27	.0	.0	NUM
iajs-1441	154	28	1	1	NUM
iajs-1441	154	29	5	5	NUM
iajs-1441	154	30	r.eff(-	r.eff(-	PROPN
iajs-1441	154	31	)	)	PUNCT
iajs-1441	154	32	b(-	b(-	PROPN
iajs-1441	154	33	)	)	PUNCT
iajs-1441	154	34	3.4225875	3.4225875	NUM
iajs-1441	154	35	-1.3026559	-1.3026559	VERB
iajs-1441	154	36	6.921051	6.921051	NUM
iajs-1441	154	37	-1.5453646	-1.5453646	NOUN
iajs-1441	154	38	17.5040876	17.5040876	NUM
iajs-1441	154	39	-0.8971937	-0.8971937	X
iajs-1441	154	40	34.055869	34.055869	NUM
iajs-1441	155	1	0.0153905	0.0153905	NUM
iajs-1441	155	2	19.9017239	19.9017239	NUM
iajs-1441	156	1	0.9868869	0.9868869	NUM
iajs-1441	156	2	8.5142224	8.5142224	NUM
iajs-1441	156	3	1.9653436	1.9653436	NUM
iajs-1441	156	4	4.335779	4.335779	NUM
iajs-1441	156	5	2.9382656	2.9382656	NUM
iajs-1441	156	6	2.5633057	2.5633057	NUM
iajs-1441	156	7	3.902073	3.902073	NUM
iajs-1441	156	8	7	7	NUM
iajs-1441	156	9	r.eff(-	r.eff(-	NOUN
iajs-1441	156	10	)	)	PUNCT
iajs-1441	156	11	b(-	b(-	PROPN
iajs-1441	156	12	)	)	PUNCT
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iajs-1441	163	16	.	.	PUNCT
iajs-1441	164	1	α	α	X
iajs-1441	164	2	,	,	PUNCT
iajs-1441	164	3	u	u	NOUN
iajs-1441	164	4	,	,	PUNCT
iajs-1441	164	5	and	and	CCONJ
iajs-1441	164	6	λ	λ	X
iajs-1441	164	7	when	when	SCONJ
iajs-1441	164	8	u=2	u=2	PRON
iajs-1441	164	9	table	table	NOUN
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iajs-1441	164	11	3	3	NUM
iajs-1441	164	12	):	):	PUNCT
iajs-1441	164	13	shows	show	NOUN
iajs-1441	164	14	expected	expect	VERB
iajs-1441	164	15	sample	sample	NOUN
iajs-1441	164	16	size	size	NOUN
iajs-1441	164	17	proportion	proportion	NOUN
iajs-1441	164	18	w.r.t	w.r.t	VERB
iajs-1441	164	19	.	.	PUNCT
iajs-1441	165	1	α	α	X
iajs-1441	165	2	,	,	PUNCT
iajs-1441	165	3	u	u	NOUN
iajs-1441	165	4	,	,	PUNCT
iajs-1441	165	5	n1	n1	PROPN
iajs-1441	165	6	and	and	CCONJ
iajs-1441	165	7	λ	λ	X
iajs-1441	165	8	λ	λ	X
iajs-1441	165	9	u	u	NOUN
iajs-1441	165	10	n1	n1	PROPN
iajs-1441	165	11	α	α	NOUN
iajs-1441	165	12	0.25	0.25	NUM
iajs-1441	165	13	0.50	0.50	NUM
iajs-1441	165	14	0.75	0.75	NUM
iajs-1441	165	15	1	1	NUM
iajs-1441	165	16	1.25	1.25	NUM
iajs-1441	165	17	1.50	1.50	NUM
iajs-1441	165	18	1.75	1.75	NUM
iajs-1441	165	19	2	2	NUM
iajs-1441	165	20	2	2	NUM
iajs-1441	165	21	5	5	NUM
iajs-1441	165	22	0.01	0.01	NUM
iajs-1441	165	23	0.05	0.05	NUM
iajs-1441	165	24	0.1	0.1	NUM
iajs-1441	165	25	0.6308451	0.6308451	NUM
iajs-1441	165	26	0.4107491	0.4107491	NUM
iajs-1441	165	27	0.3518939	0.3518939	NUM
iajs-1441	165	28	0.34	0.34	NUM
iajs-1441	165	29	0.3390883	0.3390883	NUM
iajs-1441	165	30	0.3406987	0.3406987	NUM
iajs-1441	165	31	0.3430539	0.3430539	NUM
iajs-1441	165	32	0.3457927	0.3457927	NUM
iajs-1441	165	33	0.7306957	0.7306957	NUM
iajs-1441	165	34	0.4935137	0.4935137	NUM
iajs-1441	165	35	0.3959724	0.3959724	NUM
iajs-1441	165	36	0.3666667	0.3666667	NUM
iajs-1441	165	37	0.3633845	0.3633845	NUM
iajs-1441	165	38	0.3694604	0.3694604	NUM
iajs-1441	165	39	0.3791265	0.3791265	NUM
iajs-1441	165	40	0.3904612	0.3904612	NUM
iajs-1441	165	41	0.7809504	0.7809504	NUM
iajs-1441	165	42	0.5524243	0.5524243	NUM
iajs-1441	165	43	0.4397922	0.4397922	NUM
iajs-1441	165	44	0.4	0.4	NUM
iajs-1441	165	45	0.3948049	0.3948049	NUM
iajs-1441	165	46	0.4046508	0.4046508	NUM
iajs-1441	165	47	0.4209772	0.4209772	NUM
iajs-1441	165	48	0.4402237	0.4402237	NUM
iajs-1441	165	49	7	7	NUM
iajs-1441	166	1	0.01	0.01	NUM
iajs-1441	166	2	0.05	0.05	NUM
iajs-1441	166	3	0.1	0.1	NUM
iajs-1441	166	4	0.727498	0.727498	NUM
iajs-1441	166	5	0.4396426	0.4396426	NUM
iajs-1441	166	6	0.3552634	0.3552634	NUM
iajs-1441	166	7	0.34	0.34	NUM
iajs-1441	166	8	0.339943	0.339943	NUM
iajs-1441	166	9	0.3433398	0.3433398	NUM
iajs-1441	166	10	0.3481827	0.3481827	NUM
iajs-1441	166	11	0.3541712	0.3541712	NUM
iajs-1441	166	12	0.8196781	0.8196781	NUM
iajs-1441	166	13	0.5363242	0.5363242	NUM
iajs-1441	166	14	0.4035673	0.4035673	NUM
iajs-1441	166	15	0.3666667	0.3666667	NUM
iajs-1441	166	16	0.3664974	0.3664974	NUM
iajs-1441	166	17	0.3792894	0.3792894	NUM
iajs-1441	166	18	0.3976147	0.3976147	NUM
iajs-1441	166	19	0.4191827	0.4191827	NUM
iajs-1441	166	20	0.8608605	0.8608605	NUM
iajs-1441	166	21	0.5995286	0.5995286	NUM
iajs-1441	166	22	0.4497106	0.4497106	NUM
iajs-1441	166	23	0.4	0.4	NUM
iajs-1441	166	24	0.3997576	0.3997576	NUM
iajs-1441	166	25	0.4204508	0.4204508	NUM
iajs-1441	166	26	0.4501507	0.4501507	NUM
iajs-1441	166	27	0.4840935	0.4840935	NUM
iajs-1441	166	28	9	9	NUM
iajs-1441	166	29	0.01	0.01	NUM
iajs-1441	166	30	0.05	0.05	NUM
iajs-1441	166	31	0.1	0.1	NUM
iajs-1441	166	32	0.8028776	0.8028776	NUM
iajs-1441	166	33	0.4689237	0.4689237	NUM
iajs-1441	167	1	0.3586518	0.3586518	NUM
iajs-1441	167	2	0.34	0.34	NUM
iajs-1441	167	3	0.3408684	0.3408684	NUM
iajs-1441	167	4	0.3463768	0.3463768	NUM
iajs-1441	167	5	0.3545074	0.3545074	NUM
iajs-1441	167	6	0.3651045	0.3651045	NUM
iajs-1441	167	7	0.8807625	0.8807625	NUM
iajs-1441	167	8	0.576462	0.576462	NUM
iajs-1441	167	9	0.4110165	0.4110165	NUM
iajs-1441	167	10	0.3666667	0.3666667	NUM
iajs-1441	167	11	0.369759	0.369759	NUM
iajs-1441	167	12	0.3897431	0.3897431	NUM
iajs-1441	167	13	0.4178015	0.4178015	NUM
iajs-1441	167	14	0.4511351	0.4511351	NUM
iajs-1441	167	15	0.9123294	0.9123294	NUM
iajs-1441	167	16	0.6421232	0.6421232	NUM
iajs-1441	167	17	0.4593403	0.4593403	NUM
iajs-1441	167	18	0.4	0.4	NUM
iajs-1441	167	19	0.4048729	0.4048729	NUM
iajs-1441	167	20	0.4366387	0.4366387	NUM
iajs-1441	167	21	0.4800529	0.4800529	NUM
iajs-1441	167	22	0.5288369	0.5288369	NUM
iajs-1441	167	23	11	11	NUM
iajs-1441	167	24	0.01	0.01	NUM
iajs-1441	167	25	0.05	0.05	NUM
iajs-1441	167	26	0.1	0.1	NUM
iajs-1441	167	27	0.8598196	0.8598196	NUM
iajs-1441	167	28	0.4983351	0.4983351	NOUN
iajs-1441	167	29	0.3620964	0.3620964	NUM
iajs-1441	167	30	0.34	0.34	NUM
iajs-1441	167	31	0.3418434	0.3418434	NUM
iajs-1441	167	32	0.3497779	0.3497779	NUM
iajs-1441	168	1	0.3619909	0.3619909	NUM
iajs-1441	168	2	0.3785392	0.3785392	NUM
iajs-1441	168	3	0.9220211	0.9220211	NUM
iajs-1441	168	4	0.6140456	0.6140456	NUM
iajs-1441	168	5	0.4184097	0.4184097	NUM
iajs-1441	168	6	0.3666673	0.3666673	NUM
iajs-1441	169	1	0.3731012	0.3731012	NUM
iajs-1441	169	2	0.4006598	0.4006598	NUM
iajs-1441	169	3	0.4392468	0.4392468	NUM
iajs-1441	169	4	0.4852084	0.4852084	NUM
iajs-1441	169	5	0.945175	0.945175	NUM
iajs-1441	169	6	0.6806899	0.6806899	NUM
iajs-1441	169	7	0.468797	0.468797	NUM
iajs-1441	169	8	0.4	0.4	NUM
iajs-1441	169	9	0.4100512	0.4100512	NUM
iajs-1441	169	10	0.4529807	0.4529807	NUM
iajs-1441	169	11	0.5100832	0.5100832	NUM
iajs-1441	169	12	0.5730448	0.5730448	NUM
iajs-1441	169	13	13	13	NUM
iajs-1441	169	14	0.01	0.01	NUM
iajs-1441	169	15	0.05	0.05	NUM
iajs-1441	169	16	0.1	0.1	NUM
iajs-1441	169	17	0.9017526	0.9017526	NUM
iajs-1441	169	18	0.5275974	0.5275974	NUM
iajs-1441	169	19	0.3656082	0.3656082	NUM
iajs-1441	169	20	0.34	0.34	NUM
iajs-1441	169	21	0.3428607	0.3428607	NUM
iajs-1441	170	1	0.3535288	0.3535288	NUM
iajs-1441	170	2	0.3706006	0.3706006	NUM
iajs-1441	170	3	0.3943621	0.3943621	NUM
iajs-1441	170	4	0.9494897	0.9494897	NUM
iajs-1441	170	5	0.6490968	0.6490968	NUM
iajs-1441	170	6	0.4257681	0.4257681	NUM
iajs-1441	170	7	0.366667	0.366667	NUM
iajs-1441	170	8	0.3765001	0.3765001	NUM
iajs-1441	170	9	0.4119551	0.4119551	NUM
iajs-1441	170	10	0.4616244	0.4616244	NUM
iajs-1441	170	11	0.5204888	0.5204888	NUM
iajs-1441	170	12	0.9659467	0.9659467	NUM
iajs-1441	170	13	0.7155566	0.7155566	NUM
iajs-1441	170	14	0.4781183	0.4781183	NUM
iajs-1441	170	15	0.4000006	0.4000006	NUM
iajs-1441	170	16	0.4152593	0.4152593	NUM
iajs-1441	170	17	0.4693671	0.4693671	NUM
iajs-1441	170	18	0.5398603	0.5398603	NUM
iajs-1441	170	19	0.6157779	0.6157779	NUM
iajs-1441	170	20	table	table	NOUN
iajs-1441	170	21	(	(	PUNCT
iajs-1441	170	22	4	4	NUM
iajs-1441	170	23	):	):	PUNCT
iajs-1441	170	24	shows	show	VERB
iajs-1441	170	25	percentage	percentage	NOUN
iajs-1441	170	26	of	of	ADP
iajs-1441	170	27	overall	overall	ADJ
iajs-1441	170	28	sample	sample	NOUN
iajs-1441	170	29	saved	save	VERB
iajs-1441	170	30	w.r.t	w.r.t	NOUN
iajs-1441	170	31	.	.	PUNCT
iajs-1441	171	1	α	α	X
iajs-1441	171	2	,	,	PUNCT
iajs-1441	171	3	u	u	NOUN
iajs-1441	171	4	,	,	PUNCT
iajs-1441	171	5	n1	n1	PROPN
iajs-1441	171	6	and	and	CCONJ
iajs-1441	171	7	λ	λ	X
iajs-1441	171	8	λ	λ	X
iajs-1441	171	9	u	u	NOUN
iajs-1441	171	10	n1	n1	PROPN
iajs-1441	171	11	α	α	NOUN
iajs-1441	171	12	0.25	0.25	NUM
iajs-1441	171	13	0.50	0.50	NUM
iajs-1441	171	14	0.75	0.75	NUM
iajs-1441	171	15	1	1	NUM
iajs-1441	171	16	1.25	1.25	NUM
iajs-1441	171	17	1.50	1.50	NUM
iajs-1441	171	18	1.75	1.75	NUM
iajs-1441	171	19	2	2	NUM
iajs-1441	171	20	2	2	NUM
iajs-1441	171	21	5	5	NUM
iajs-1441	171	22	0.01	0.01	NUM
iajs-1441	171	23	0.05	0.05	NUM
iajs-1441	171	24	0.1	0.1	NUM
iajs-1441	171	25	36.9154908	36.9154908	NUM
iajs-1441	171	26	58.9250912	58.9250912	NUM
iajs-1441	171	27	64.8106099	64.8106099	NUM
iajs-1441	171	28	66	66	NUM
iajs-1441	171	29	66.0911727	66.0911727	NUM
iajs-1441	171	30	65.9301318	65.9301318	NUM
iajs-1441	171	31	65.6946101	65.6946101	NUM
iajs-1441	171	32	65.4207316	65.4207316	NUM
iajs-1441	171	33	26.93043	26.93043	NUM
iajs-1441	171	34	50.6486313	50.6486313	NUM
iajs-1441	171	35	60.402762	60.402762	NUM
iajs-1441	171	36	63.3333333	63.3333333	NUM
iajs-1441	171	37	63.6615452	63.6615452	NUM
iajs-1441	171	38	63.0539602	63.0539602	NUM
iajs-1441	171	39	62.0873511	62.0873511	NUM
iajs-1441	171	40	60.9538781	60.9538781	NUM
iajs-1441	171	41	21.9049616	21.9049616	NUM
iajs-1441	171	42	44.7575669	44.7575669	NUM
iajs-1441	171	43	56.0207761	56.0207761	NUM
iajs-1441	171	44	60	60	NUM
iajs-1441	171	45	60.5195074	60.5195074	NUM
iajs-1441	171	46	59.5349218	59.5349218	NUM
iajs-1441	171	47	57.9022763	57.9022763	NUM
iajs-1441	171	48	55.9776293	55.9776293	NUM
iajs-1441	171	49	7	7	NUM
iajs-1441	171	50	0.01	0.01	NUM
iajs-1441	171	51	0.05	0.05	NUM
iajs-1441	171	52	0.1	0.1	NUM
iajs-1441	171	53	27.2502024	27.2502024	NUM
iajs-1441	171	54	56.035744	56.035744	NUM
iajs-1441	171	55	64.4736623	64.4736623	NUM
iajs-1441	171	56	66	66	NUM
iajs-1441	171	57	66.0056967	66.0056967	NUM
iajs-1441	171	58	65.6660242	65.6660242	NUM
iajs-1441	171	59	65.1817254	65.1817254	NUM
iajs-1441	171	60	64.5828769	64.5828769	NUM
iajs-1441	171	61	18.0321895	18.0321895	NUM
iajs-1441	171	62	46.3675819	46.3675819	NUM
iajs-1441	171	63	59.6432699	59.6432699	NUM
iajs-1441	171	64	63.3333333	63.3333333	NUM
iajs-1441	171	65	63.350258	63.350258	NUM
iajs-1441	171	66	62.0710574	62.0710574	NUM
iajs-1441	171	67	60.2385331	60.2385331	NUM
iajs-1441	171	68	58.0817348	58.0817348	NUM
iajs-1441	171	69	13.9139454	13.9139454	NUM
iajs-1441	171	70	40.0471431	40.0471431	NUM
iajs-1441	171	71	55.0289363	55.0289363	NUM
iajs-1441	171	72	60	60	NUM
iajs-1441	171	73	60.0242367	60.0242367	NUM
iajs-1441	171	74	57.9549245	57.9549245	NUM
iajs-1441	171	75	54.9849309	54.9849309	NUM
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iajs-1441	171	77	9	9	NUM
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iajs-1441	171	79	0.05	0.05	NUM
iajs-1441	171	80	0.1	0.1	NUM
iajs-1441	171	81	19.7122408	19.7122408	NUM
iajs-1441	171	82	53.1076264	53.1076264	NUM
iajs-1441	171	83	64.1348246	64.1348246	NUM
iajs-1441	171	84	66	66	NUM
iajs-1441	171	85	65.9131643	65.9131643	NUM
iajs-1441	171	86	65.3623175	65.3623175	NUM
iajs-1441	171	87	64.5492614	64.5492614	NUM
iajs-1441	171	88	63.4895536	63.4895536	NUM
iajs-1441	171	89	11.9237526	11.9237526	NUM
iajs-1441	171	90	42.3537951	42.3537951	NUM
iajs-1441	171	91	58.898351	58.898351	NUM
iajs-1441	171	92	63.3333333	63.3333333	NUM
iajs-1441	171	93	63.0241004	63.0241004	NUM
iajs-1441	171	94	61.025691	61.025691	NUM
iajs-1441	171	95	58.2198476	58.2198476	NUM
iajs-1441	171	96	54.8864896	54.8864896	NUM
iajs-1441	171	97	8.7670569	8.7670569	NUM
iajs-1441	171	98	35.7876824	35.7876824	NUM
iajs-1441	171	99	54.0659732	54.0659732	NUM
iajs-1441	171	100	60	60	NUM
iajs-1441	171	101	59.5127109	59.5127109	NUM
iajs-1441	171	102	56.3361273	56.3361273	NUM
iajs-1441	171	103	51.994714	51.994714	NUM
iajs-1441	171	104	47.1163077	47.1163077	NUM
iajs-1441	171	105	11	11	NUM
iajs-1441	171	106	0.01	0.01	NUM
iajs-1441	171	107	0.05	0.05	NUM
iajs-1441	171	108	0.1	0.1	NUM
iajs-1441	171	109	14.0180372	14.0180372	NUM
iajs-1441	171	110	50.1664879	50.1664879	NUM
iajs-1441	171	111	63.7903596	63.7903596	NUM
iajs-1441	171	112	66	66	NUM
iajs-1441	171	113	65.8156573	65.8156573	NUM
iajs-1441	171	114	65.0222124	65.0222124	NUM
iajs-1441	171	115	63.8009135	63.8009135	NUM
iajs-1441	171	116	62.1460797	62.1460797	NUM
iajs-1441	171	117	7.797889	7.797889	NUM
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iajs-1441	171	119	58.1590257	58.1590257	NUM
iajs-1441	171	120	63.3332681	63.3332681	NUM
iajs-1441	171	121	62.6898751	62.6898751	NUM
iajs-1441	171	122	59.9340168	59.9340168	NUM
iajs-1441	171	123	56.0753164	56.0753164	NUM
iajs-1441	171	124	51.4791632	51.4791632	NUM
iajs-1441	171	125	5.4824996	5.4824996	NUM
iajs-1441	171	126	31.9310052	31.9310052	NUM
iajs-1441	171	127	53.1202997	53.1202997	NUM
iajs-1441	171	128	60	60	NUM
iajs-1441	171	129	58.9948844	58.9948844	NUM
iajs-1441	171	130	54.7019278	54.7019278	NUM
iajs-1441	171	131	48.9916837	48.9916837	NUM
iajs-1441	171	132	42.6955182	42.6955182	NUM
iajs-1441	172	1	13	13	NUM
iajs-1441	172	2	0.01	0.01	NUM
iajs-1441	172	3	0.05	0.05	NUM
iajs-1441	172	4	0.1	0.1	NUM
iajs-1441	172	5	9.824736	9.824736	NUM
iajs-1441	172	6	47.2402616	47.2402616	NUM
iajs-1441	172	7	63.4391808	63.4391808	NUM
iajs-1441	172	8	66	66	NUM
iajs-1441	172	9	65.7139302	65.7139302	NUM
iajs-1441	172	10	64.6471179	64.6471179	NUM
iajs-1441	172	11	62.9399354	62.9399354	NUM
iajs-1441	172	12	60.5637872	60.5637872	NUM
iajs-1441	172	13	5.0510283	5.0510283	NUM
iajs-1441	172	14	35.0903195	35.0903195	NUM
iajs-1441	172	15	57.4231882	57.4231882	NUM
iajs-1441	172	16	63.3332994	63.3332994	NUM
iajs-1441	172	17	62.3499858	62.3499858	NUM
iajs-1441	172	18	58.8044877	58.8044877	NUM
iajs-1441	172	19	53.8375641	53.8375641	NUM
iajs-1441	172	20	47.9511213	47.9511213	NUM
iajs-1441	172	21	3.4053325	3.4053325	NUM
iajs-1441	172	22	28.4443414	28.4443414	NUM
iajs-1441	172	23	52.1881723	52.1881723	NUM
iajs-1441	172	24	59.9999423	59.9999423	NUM
iajs-1441	172	25	58.4740712	58.4740712	NUM
iajs-1441	172	26	53.0632869	53.0632869	NUM
iajs-1441	172	27	46.0139709	46.0139709	NUM
iajs-1441	172	28	38.4222114	38.4222114	NUM
iajs-1441	172	29	λ	λ	NOUN
iajs-1441	172	30	u	u	NOUN
iajs-1441	172	31	n1	n1	PROPN
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iajs-1441	193	24	11	11	NUM
iajs-1441	193	25	0.01	0.01	NUM
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iajs-1441	193	27	0.1	0.1	NUM
iajs-1441	193	28	0.8197681	0.8197681	NUM
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iajs-1441	193	30	0.1798382	0.1798382	NUM
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iajs-1441	193	75	0.2285722	0.2285722	NUM
iajs-1441	193	76	0.2481905	0.2481905	VERB
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iajs-1441	193	82	8)	8)	NUM
iajs-1441	193	83	:	:	PUNCT
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iajs-1441	193	85	percentage	percentage	NOUN
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iajs-1441	193	87	overall	overall	ADJ
iajs-1441	193	88	sample	sample	NOUN
iajs-1441	193	89	saved	save	VERB
iajs-1441	193	90	w.r.t	w.r.t	NOUN
iajs-1441	193	91	.	.	PUNCT
iajs-1441	194	1	α	α	X
iajs-1441	194	2	,	,	PUNCT
iajs-1441	194	3	u	u	NOUN
iajs-1441	194	4	,	,	PUNCT
iajs-1441	194	5	n1	n1	PROPN
iajs-1441	194	6	and	and	CCONJ
iajs-1441	194	7	λ	λ	X
iajs-1441	194	8	λ	λ	X
iajs-1441	194	9	u	u	NOUN
iajs-1441	194	10	n1	n1	PROPN
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iajs-1441	194	17	1.50	1.50	NUM
iajs-1441	194	18	1.75	1.75	NUM
iajs-1441	194	19	2	2	NUM
iajs-1441	194	20	6	6	NUM
iajs-1441	194	21	5	5	NUM
iajs-1441	194	22	0.01	0.01	NUM
iajs-1441	194	23	0.05	0.05	NUM
iajs-1441	194	24	0.1	0.1	NUM
iajs-1441	194	25	47.4627739	47.4627739	NUM
iajs-1441	194	26	75.7608316	75.7608316	NUM
iajs-1441	194	27	83.327927	83.327927	NUM
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iajs-1441	194	29	84.9743648	84.9743648	NUM
iajs-1441	194	30	84.7673123	84.7673123	NUM
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iajs-1441	194	32	84.1123692	84.1123692	NUM
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iajs-1441	194	39	79.8265943	79.8265943	NUM
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iajs-1441	205	13	)	)	PUNCT
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iajs-1441	208	8	)	)	PUNCT
iajs-1441	208	9	b(-	b(-	PROPN
iajs-1441	208	10	)	)	PUNCT
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iajs-1441	208	29	)	)	PUNCT
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iajs-1441	208	52	عام	عام	ADP
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iajs-1441	208	54	(	(	PUNCT
iajs-1441	208	55	العدد	العدد	PROPN
iajs-1441	208	56	)	)	PUNCT
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iajs-1441	208	62	المجلد	المجلد	ADV
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iajs-1441	211	11	expected	expect	VERB
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iajs-1441	211	14	w.r.t	w.r.t	VERB
iajs-1441	211	15	.	.	PUNCT
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iajs-1441	212	8	u=8	u=8	PRON
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iajs-1441	212	18	w.r.t	w.r.t	VERB
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iajs-1441	213	7	λ	λ	X
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iajs-1441	213	19	2	2	NUM
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iajs-1441	221	32	87.2276421	87.2276421	NUM
iajs-1441	221	33	35.9072399	35.9072399	NUM
iajs-1441	221	34	67.5315084	67.5315084	NUM
iajs-1441	221	35	80.537016	80.537016	NUM
iajs-1441	221	36	84.4444444	84.4444444	NUM
iajs-1441	221	37	84.8820603	84.8820603	NUM
iajs-1441	221	38	84.0719469	84.0719469	NUM
iajs-1441	221	39	82.7831348	82.7831348	NUM
iajs-1441	221	40	81.2718374	81.2718374	NUM
iajs-1441	221	41	29.2066155	29.2066155	NUM
iajs-1441	221	42	59.6767559	59.6767559	NUM
iajs-1441	221	43	74.6943681	74.6943681	NUM
iajs-1441	221	44	80	80	NUM
iajs-1441	221	45	80.6926765	80.6926765	NUM
iajs-1441	221	46	79.3798957	79.3798957	NUM
iajs-1441	221	47	77.2030351	77.2030351	NUM
iajs-1441	221	48	74.636839	74.636839	NUM
iajs-1441	221	49	7	7	NUM
iajs-1441	221	50	0.01	0.01	NUM
iajs-1441	221	51	0.05	0.05	NUM
iajs-1441	221	52	0.1	0.1	NUM
iajs-1441	221	53	36.3336033	36.3336033	NUM
iajs-1441	221	54	74.7143254	74.7143254	NUM
iajs-1441	221	55	85.9648831	85.9648831	NUM
iajs-1441	221	56	88	88	NUM
iajs-1441	221	57	88.0075957	88.0075957	NUM
iajs-1441	221	58	87.5546989	87.5546989	NUM
iajs-1441	221	59	86.9089672	86.9089672	NUM
iajs-1441	221	60	86.1105026	86.1105026	NUM
iajs-1441	221	61	24.0429193	24.0429193	NUM
iajs-1441	221	62	61.8234426	61.8234426	NUM
iajs-1441	221	63	79.5243598	79.5243598	NUM
iajs-1441	221	64	84.4444444	84.4444444	NUM
iajs-1441	221	65	84.4670106	84.4670106	NUM
iajs-1441	221	66	82.7614099	82.7614099	NUM
iajs-1441	221	67	80.3180442	80.3180442	NUM
iajs-1441	221	68	77.442313	77.442313	NUM
iajs-1441	221	69	18.5519272	18.5519272	NUM
iajs-1441	221	70	53.3961908	53.3961908	NUM
iajs-1441	221	71	73.3719151	73.3719151	NUM
iajs-1441	221	72	80	80	NUM
iajs-1441	221	73	80.0323156	80.0323156	NUM
iajs-1441	221	74	77.2732327	77.2732327	NUM
iajs-1441	221	75	73.3132412	73.3132412	NUM
iajs-1441	221	76	68.7875296	68.7875296	NUM
iajs-1441	221	77	9	9	NUM
iajs-1441	221	78	0.01	0.01	NUM
iajs-1441	221	79	0.05	0.05	NUM
iajs-1441	221	80	0.1	0.1	NUM
iajs-1441	221	81	36.3336033	36.3336033	NUM
iajs-1441	221	82	74.7143254	74.7143254	NUM
iajs-1441	221	83	85.9648831	85.9648831	NUM
iajs-1441	221	84	88	88	NUM
iajs-1441	221	85	88.0075957	88.0075957	NUM
iajs-1441	221	86	87.5546989	87.5546989	NUM
iajs-1441	221	87	86.9089672	86.9089672	NUM
iajs-1441	221	88	86.1105026	86.1105026	NUM
iajs-1441	221	89	15.8983367	15.8983367	NUM
iajs-1441	221	90	56.4717268	56.4717268	NUM
iajs-1441	221	91	78.5311347	78.5311347	NUM
iajs-1441	221	92	84.4444444	84.4444444	NUM
iajs-1441	221	93	84.0321339	84.0321339	NUM
iajs-1441	221	94	81.3675881	81.3675881	NUM
iajs-1441	221	95	77.6264635	77.6264635	NUM
iajs-1441	221	96	73.1819862	73.1819862	NUM
iajs-1441	221	97	11.6894092	11.6894092	NUM
iajs-1441	221	98	47.7169099	47.7169099	NUM
iajs-1441	221	99	72.0879642	72.0879642	NUM
iajs-1441	221	100	80	80	NUM
iajs-1441	221	101	79.3502812	79.3502812	NUM
iajs-1441	221	102	75.1148365	75.1148365	NUM
iajs-1441	221	103	69.3262854	69.3262854	NUM
iajs-1441	221	104	62.8217436	62.8217436	NUM
iajs-1441	221	105	11	11	NUM
iajs-1441	221	106	0.01	0.01	NUM
iajs-1441	221	107	0.05	0.05	NUM
iajs-1441	221	108	0.1	0.1	NUM
iajs-1441	221	109	26.2829877	26.2829877	NUM
iajs-1441	221	110	70.8101686	70.8101686	NUM
iajs-1441	221	111	85.5130995	85.5130995	NUM
iajs-1441	221	112	88	88	NUM
iajs-1441	221	113	87.884219	87.884219	NUM
iajs-1441	221	114	87.1497567	87.1497567	NUM
iajs-1441	221	115	86.0656819	86.0656819	NUM
iajs-1441	221	116	84.6527382	84.6527382	NUM
iajs-1441	221	117	10.3971853	10.3971853	NUM
iajs-1441	221	118	51.460585	51.460585	NUM
iajs-1441	221	119	77.5453677	77.5453677	NUM
iajs-1441	221	120	84.4443575	84.4443575	NUM
iajs-1441	221	121	83.5865002	83.5865002	NUM
iajs-1441	221	122	79.9120224	79.9120224	NUM
iajs-1441	221	123	74.7670885	74.7670885	NUM
iajs-1441	221	124	68.6388843	68.6388843	NUM
iajs-1441	222	1	7.3099995	7.3099995	NUM
iajs-1441	222	2	42.5746736	42.5746736	NUM
iajs-1441	222	3	70.8270663	70.8270663	NUM
iajs-1441	222	4	80	80	NUM
iajs-1441	222	5	78.6598459	78.6598459	NUM
iajs-1441	222	6	72.9359038	72.9359038	NUM
iajs-1441	222	7	65.3222449	65.3222449	NUM
iajs-1441	222	8	56.9273576	56.9273576	NUM
iajs-1441	222	9	13	13	NUM
iajs-1441	222	10	0.01	0.01	NUM
iajs-1441	222	11	0.05	0.05	NUM
iajs-1441	222	12	0.1	0.1	NUM
iajs-1441	222	13	13.0996479	13.0996479	NUM
iajs-1441	222	14	62.9870155	62.9870155	NUM
iajs-1441	222	15	84.5855744	84.5855744	NUM
iajs-1441	222	16	88	88	NUM
iajs-1441	222	17	87.6185737	87.6185737	NUM
iajs-1441	222	18	86.1961572	86.1961572	NUM
iajs-1441	222	19	83.9199139	83.9199139	NUM
iajs-1441	222	20	80.7517162	80.7517162	NUM
iajs-1441	222	21	6.7347044	6.7347044	NUM
iajs-1441	222	22	46.7870927	46.7870927	NUM
iajs-1441	222	23	76.5642509	76.5642509	NUM
iajs-1441	222	24	84.4443991	84.4443991	NUM
iajs-1441	222	25	83.1333144	83.1333144	NUM
iajs-1441	222	26	78.4059836	78.4059836	NUM
iajs-1441	222	27	71.7834189	71.7834189	NUM
iajs-1441	222	28	63.9348284	63.9348284	NUM
iajs-1441	222	29	4.5404433	4.5404433	NUM
iajs-1441	222	30	37.9257886	37.9257886	NUM
iajs-1441	222	31	69.5842298	69.5842298	NUM
iajs-1441	222	32	79.999923	79.999923	NUM
iajs-1441	222	33	77.9654283	77.9654283	NUM
iajs-1441	222	34	70.7510492	70.7510492	NUM
iajs-1441	222	35	61.3519612	61.3519612	NUM
iajs-1441	222	36	51.2296152	51.2296152	NUM
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iajs-1441	222	48	2	2	NUM
iajs-1441	222	49	8	8	NUM
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iajs-1441	222	52	0.05	0.05	NUM
iajs-1441	222	53	0.1	0.1	NUM
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iajs-1441	222	55	9.6449453	9.6449453	NUM
iajs-1441	222	56	6.1136341	6.1136341	NUM
iajs-1441	222	57	5.4	5.4	NUM
iajs-1441	222	58	5.3452964	5.3452964	NUM
iajs-1441	222	59	5.4419209	5.4419209	NUM
iajs-1441	222	60	5.5832339	5.5832339	NUM
iajs-1441	222	61	5.7475611	5.7475611	NUM
iajs-1441	222	62	28.841742	28.841742	NUM
iajs-1441	222	63	14.6108212	14.6108212	NUM
iajs-1441	222	64	8.7583428	8.7583428	NUM
iajs-1441	222	65	7	7	NUM
iajs-1441	222	66	6.8030729	6.8030729	NUM
iajs-1441	222	67	7.1676239	7.1676239	NUM
iajs-1441	222	68	7.7475893	7.7475893	NUM
iajs-1441	222	69	8.4276732	8.4276732	NUM
iajs-1441	222	70	31.857023	31.857023	NUM
iajs-1441	222	71	18.1454599	18.1454599	NUM
iajs-1441	222	72	11.3875344	11.3875344	NUM
iajs-1441	222	73	9	9	NUM
iajs-1441	222	74	8.6882956	8.6882956	NUM
iajs-1441	222	75	9.2790469	9.2790469	NUM
iajs-1441	222	76	10.2586342	10.2586342	NUM
iajs-1441	222	77	11.4134224	11.4134224	NUM
iajs-1441	222	78	7	7	NUM
iajs-1441	222	79	0.01	0.01	NUM
iajs-1441	222	80	0.05	0.05	NUM
iajs-1441	222	81	0.1	0.1	NUM
iajs-1441	222	82	40.1098299	40.1098299	NUM
iajs-1441	222	83	15.929975	15.929975	NUM
iajs-1441	222	84	8.8421237	8.8421237	NUM
iajs-1441	222	85	7.56	7.56	NUM
iajs-1441	222	86	7.5552147	7.5552147	NUM
iajs-1441	222	87	7.8405397	7.8405397	NUM
iajs-1441	222	88	8.2473507	8.2473507	NUM
iajs-1441	222	89	8.7503834	8.7503834	NUM
iajs-1441	222	90	47.8529608	47.8529608	NUM
iajs-1441	222	91	24.0512312	24.0512312	NUM
iajs-1441	222	92	12.8996533	12.8996533	NUM
iajs-1441	222	93	9.8	9.8	NUM
iajs-1441	222	94	9.7857833	9.7857833	NUM
iajs-1441	222	95	10.8603118	10.8603118	NUM
iajs-1441	222	96	12.3996322	12.3996322	NUM
iajs-1441	222	97	14.2113428	14.2113428	NUM
iajs-1441	222	98	51.3122859	51.3122859	NUM
iajs-1441	222	99	29.3603998	29.3603998	NUM
iajs-1441	222	100	16.7756935	16.7756935	NUM
iajs-1441	222	101	12.6	12.6	NUM
iajs-1441	222	102	12.5796412	12.5796412	NUM
iajs-1441	222	103	14.3178634	14.3178634	NUM
iajs-1441	222	104	16.812658	16.812658	NUM
iajs-1441	222	105	19.6638564	19.6638564	NUM
iajs-1441	222	106	9	9	NUM
iajs-1441	222	107	0.01	0.01	NUM
iajs-1441	222	108	0.05	0.05	NUM
iajs-1441	222	109	0.1	0.1	NUM
iajs-1441	222	110	40.1098299	40.1098299	NUM
iajs-1441	222	111	15.929975	15.929975	NUM
iajs-1441	222	112	8.8421237	8.8421237	NUM
iajs-1441	222	113	7.56	7.56	NUM
iajs-1441	222	114	7.5552147	7.5552147	NUM
iajs-1441	222	115	7.8405397	7.8405397	NUM
iajs-1441	222	116	8.2473507	8.2473507	NUM
iajs-1441	222	117	8.7503834	8.7503834	NUM
iajs-1441	222	118	68.1223472	68.1223472	NUM
iajs-1441	222	119	35.2579013	35.2579013	NUM
iajs-1441	222	120	17.3897809	17.3897809	NUM
iajs-1441	222	121	12.6	12.6	NUM
iajs-1441	222	122	12.9339716	12.9339716	NUM
iajs-1441	222	123	15.0922537	15.0922537	NUM
iajs-1441	222	124	18.1225646	18.1225646	NUM
iajs-1441	222	125	21.7225912	21.7225912	NUM
iajs-1441	222	126	71.5315786	71.5315786	NUM
iajs-1441	222	127	42.349303	42.349303	NUM
iajs-1441	222	128	22.608749	22.608749	NUM
iajs-1441	222	129	16.2	16.2	NUM
iajs-1441	222	130	16.7262722	16.7262722	NUM
iajs-1441	222	131	20.1569825	20.1569825	NUM
iajs-1441	222	132	24.8457089	24.8457089	NUM
iajs-1441	222	133	30.1143877	30.1143877	NUM
iajs-1441	222	134	11	11	NUM
iajs-1441	222	135	0.01	0.01	NUM
iajs-1441	222	136	0.05	0.05	NUM
iajs-1441	222	137	0.1	0.1	NUM
iajs-1441	222	138	59.7107799	59.7107799	NUM
iajs-1441	222	139	23.6437634	23.6437634	NUM
iajs-1441	222	140	11.7343894	11.7343894	NUM
iajs-1441	222	141	9.72	9.72	NUM
iajs-1441	222	142	9.8137826	9.8137826	NUM
iajs-1441	222	143	10.4086971	10.4086971	NUM
iajs-1441	222	144	11.2867976	11.2867976	NUM
iajs-1441	222	145	12.4312821	12.4312821	NUM
iajs-1441	222	146	88.7067866	88.7067866	NUM
iajs-1441	222	147	48.0540208	48.0540208	NUM
iajs-1441	222	148	22.230086	22.230086	NUM
iajs-1441	222	149	15.4000861	15.4000861	NUM
iajs-1441	222	150	16.2493648	16.2493648	NUM
iajs-1441	222	151	19.8870978	19.8870978	NUM
iajs-1441	222	152	24.9805823	24.9805823	NUM
iajs-1441	222	153	31.0475046	31.0475046	NUM
iajs-1441	222	154	91.7631005	91.7631005	NUM
iajs-1441	222	155	56.8510731	56.8510731	NUM
iajs-1441	222	156	28.8812044	28.8812044	NUM
iajs-1441	222	157	19.8	19.8	NUM
iajs-1441	222	158	21.1267526	21.1267526	NUM
iajs-1441	222	159	26.7934553	26.7934553	NUM
iajs-1441	222	160	34.3309775	34.3309775	NUM
iajs-1441	222	161	42.641916	42.641916	NUM
iajs-1441	222	162	13	13	NUM
iajs-1441	222	163	0.01	0.01	NUM
iajs-1441	222	164	0.05	0.05	NUM
iajs-1441	222	165	0.1	0.1	NUM
iajs-1441	222	166	101.6734119	101.6734119	NUM
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iajs-1441	222	168	18.034878	18.034878	NUM
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iajs-1441	222	170	14.4862688	14.4862688	NUM
iajs-1441	222	171	16.150496	16.150496	NUM
iajs-1441	222	172	18.8137007	18.8137007	NUM
iajs-1441	222	173	22.520492	22.520492	NUM
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iajs-1441	222	175	62.2591015	62.2591015	NUM
iajs-1441	222	176	27.4198264	27.4198264	NUM
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iajs-1441	222	178	19.7340221	19.7340221	NUM
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iajs-1441	222	180	33.0133999	33.0133999	NUM
iajs-1441	222	181	42.1962508	42.1962508	NUM
iajs-1441	222	182	111.6876814	111.6876814	NUM
iajs-1441	222	183	72.6268274	72.6268274	NUM
iajs-1441	222	184	35.5864512	35.5864512	NUM
iajs-1441	222	185	23.4000901	23.4000901	NUM
iajs-1441	222	186	25.7804489	25.7804489	NUM
iajs-1441	222	187	34.2212724	34.2212724	NUM
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iajs-1441	222	191	|189	|189	ADP
iajs-1441	222	192	2102	2102	NUM
iajs-1441	222	193	(	(	PUNCT
iajs-1441	222	194	عام	عام	ADP
iajs-1441	222	195	2	2	NUM
iajs-1441	222	196	(	(	PUNCT
iajs-1441	222	197	العدد	العدد	PROPN
iajs-1441	222	198	)	)	PUNCT
iajs-1441	223	1	30الهيثم	30الهيثم	NUM
iajs-1441	223	2	للعلوم	للعلوم	NOUN
iajs-1441	223	3	الصرفة	الصرفة	NOUN
iajs-1441	223	4	و	و	PRON
iajs-1441	223	5	التطبيقية	التطبيقية	ADV
iajs-1441	223	6	المجلد	المجلد	ADV
iajs-1441	223	7	)	)	PUNCT
iajs-1441	223	8	مجلة	مجلة	VERB
iajs-1441	223	9	إبن	إبن	VERB
iajs-1441	223	10	ibn	ibn	PROPN
iajs-1441	223	11	al	al	PROPN
iajs-1441	223	12	-	-	PUNCT
iajs-1441	223	13	haitham	haitham	PROPN
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iajs-1441	223	17	&	&	CCONJ
iajs-1441	223	18	appl	appl	PROPN
iajs-1441	223	19	.	.	PUNCT
iajs-1441	224	1	sci	sci	PROPN
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iajs-1441	225	1	vol.03	vol.03	PROPN
iajs-1441	225	2	(	(	PUNCT
iajs-1441	225	3	2	2	NUM
iajs-1441	225	4	)	)	PUNCT
iajs-1441	225	5	2017	2017	NUM
iajs-1441	225	6	table	table	NOUN
iajs-1441	225	7	(	(	PUNCT
iajs-1441	225	8	13	13	NUM
iajs-1441	225	9	):	):	PUNCT
iajs-1441	225	10	shows	show	VERB
iajs-1441	225	11	bias	bias	NOUN
iajs-1441	225	12	ratio	ratio	NOUN
iajs-1441	225	13	[	[	X
iajs-1441	225	14	b(	b(	NOUN
iajs-1441	225	15	)	)	PUNCT
iajs-1441	225	16	]	]	PUNCT
iajs-1441	225	17	and	and	CCONJ
iajs-1441	225	18	r.e.ff	r.e.ff	VERB
iajs-1441	225	19	w.r.t	w.r.t	NOUN
iajs-1441	225	20	.	.	PUNCT
iajs-1441	226	1	α	α	X
iajs-1441	226	2	,	,	PUNCT
iajs-1441	226	3	n1	n1	NOUN
iajs-1441	226	4	and	and	CCONJ
iajs-1441	226	5	λ	λ	PROPN
iajs-1441	226	6	when	when	SCONJ
iajs-1441	226	7	u	u	PROPN
iajs-1441	226	8	=	=	NOUN
iajs-1441	226	9	10	10	NUM
iajs-1441	226	10	λ	λ	PROPN
iajs-1441	226	11	α	α	PRON
iajs-1441	226	12	n1	n1	PROPN
iajs-1441	226	13	r.eff(-	r.eff(-	PROPN
iajs-1441	226	14	)	)	PUNCT
iajs-1441	226	15	b(-	b(-	PROPN
iajs-1441	226	16	)	)	PUNCT
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iajs-1441	226	20	1	1	NUM
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iajs-1441	236	5	التطبيقية	التطبيقية	ADV
iajs-1441	236	6	المجلد	المجلد	ADV
iajs-1441	236	7	)	)	PUNCT
iajs-1441	236	8	مجلة	مجلة	VERB
iajs-1441	236	9	إبن	إبن	VERB
iajs-1441	236	10	ibn	ibn	PROPN
iajs-1441	236	11	al	al	PROPN
iajs-1441	236	12	-	-	PUNCT
iajs-1441	236	13	haitham	haitham	PROPN
iajs-1441	236	14	j.	j.	PROPN
iajs-1441	236	15	for	for	ADP
iajs-1441	236	16	pure	pure	PROPN
iajs-1441	236	17	&	&	CCONJ
iajs-1441	236	18	appl	appl	PROPN
iajs-1441	236	19	.	.	PUNCT
iajs-1441	237	1	sci	sci	PROPN
iajs-1441	237	2	.	.	PUNCT
iajs-1441	238	1	vol.03	vol.03	PROPN
iajs-1441	238	2	(	(	PUNCT
iajs-1441	238	3	2	2	NUM
iajs-1441	238	4	)	)	PUNCT
iajs-1441	238	5	2017	2017	NUM
iajs-1441	238	6	table	table	NOUN
iajs-1441	238	7	(	(	PUNCT
iajs-1441	238	8	14	14	NUM
iajs-1441	238	9	):	):	PUNCT
iajs-1441	238	10	shows	show	NOUN
iajs-1441	238	11	expected	expect	VERB
iajs-1441	238	12	sample	sample	NOUN
iajs-1441	238	13	size	size	NOUN
iajs-1441	238	14	of	of	ADP
iajs-1441	238	15	w.r.t	w.r.t	NOUN
iajs-1441	238	16	.	.	PUNCT
iajs-1441	239	1	α	α	X
iajs-1441	239	2	,	,	PUNCT
iajs-1441	239	3	u	u	NOUN
iajs-1441	239	4	,	,	PUNCT
iajs-1441	239	5	and	and	CCONJ
iajs-1441	239	6	λ	λ	PROPN
iajs-1441	239	7	table	table	NOUN
iajs-1441	239	8	(	(	PUNCT
iajs-1441	239	9	15	15	NUM
iajs-1441	239	10	):	):	PUNCT
iajs-1441	239	11	shows	show	NOUN
iajs-1441	239	12	expected	expect	VERB
iajs-1441	239	13	sample	sample	NOUN
iajs-1441	239	14	size	size	NOUN
iajs-1441	239	15	proportion	proportion	NOUN
iajs-1441	239	16	w.r.t	w.r.t	VERB
iajs-1441	239	17	.	.	PUNCT
iajs-1441	240	1	α	α	X
iajs-1441	240	2	,	,	PUNCT
iajs-1441	240	3	u	u	NOUN
iajs-1441	240	4	,	,	PUNCT
iajs-1441	240	5	n1	n1	PROPN
iajs-1441	240	6	and	and	CCONJ
iajs-1441	240	7	λ	λ	X
iajs-1441	240	8	λ	λ	X
iajs-1441	240	9	u	u	NOUN
iajs-1441	240	10	n1	n1	PROPN
iajs-1441	240	11	α	α	NOUN
iajs-1441	240	12	0.25	0.25	NUM
iajs-1441	240	13	0.50	0.50	NUM
iajs-1441	240	14	0.75	0.75	NUM
iajs-1441	240	15	1	1	NUM
iajs-1441	240	16	1.25	1.25	NUM
iajs-1441	240	17	1.50	1.50	NUM
iajs-1441	240	18	1.75	1.75	NUM
iajs-1441	240	19	2	2	NUM
iajs-1441	240	20	10	10	NUM
iajs-1441	240	21	5	5	NUM
iajs-1441	240	22	0.01	0.01	NUM
iajs-1441	240	23	0.05	0.05	NUM
iajs-1441	240	24	0.1	0.1	NUM
iajs-1441	240	25	0.4966069	0.4966069	NUM
iajs-1441	240	26	0.196476	0.196476	NUM
iajs-1441	240	27	0.116219	0.116219	NUM
iajs-1441	240	28	0.1	0.1	NUM
iajs-1441	240	29	0.0987567	0.0987567	NUM
iajs-1441	240	30	0.1009527	0.1009527	NUM
iajs-1441	240	31	0.1041644	0.1041644	NUM
iajs-1441	240	32	0.1078991	0.1078991	NUM
iajs-1441	240	33	0.6327669	0.6327669	NUM
iajs-1441	240	34	0.3093368	0.3093368	NUM
iajs-1441	240	35	0.176326	0.176326	NUM
iajs-1441	240	36	0.1363636	0.1363636	NUM
iajs-1441	240	37	0.131888	0.131888	NUM
iajs-1441	240	38	0.1401733	0.1401733	NUM
iajs-1441	240	39	0.1533543	0.1533543	NUM
iajs-1441	240	40	0.1688108	0.1688108	NUM
iajs-1441	240	41	0.701296	0.701296	NUM
iajs-1441	240	42	0.3896695	0.3896695	NUM
iajs-1441	240	43	0.2360803	0.2360803	NUM
iajs-1441	240	44	0.1818182	0.1818182	NUM
iajs-1441	240	45	0.174734	0.174734	NUM
iajs-1441	240	46	0.1881602	0.1881602	NUM
iajs-1441	240	47	0.2104235	0.2104235	NUM
iajs-1441	240	48	0.2366687	0.2366687	NUM
iajs-1441	240	49	7	7	NUM
iajs-1441	240	50	0.01	0.01	NUM
iajs-1441	240	51	0.05	0.05	NUM
iajs-1441	240	52	0.1	0.1	NUM
iajs-1441	240	53	0.6284063	0.6284063	NUM
iajs-1441	240	54	0.2358762	0.2358762	NUM
iajs-1441	240	55	0.1208137	0.1208137	NUM
iajs-1441	240	56	0.1	0.1	NUM
iajs-1441	240	57	0.0999223	0.0999223	NUM
iajs-1441	240	58	0.1045542	0.1045542	NUM
iajs-1441	240	59	0.1111583	0.1111583	NUM
iajs-1441	241	1	0.1193244	0.1193244	NUM
iajs-1441	241	2	0.7541065	0.7541065	NUM
iajs-1441	241	3	0.3677148	0.3677148	NUM
iajs-1441	241	4	0.1866827	0.1866827	NUM
iajs-1441	241	5	0.1363636	0.1363636	NUM
iajs-1441	241	6	0.1361328	0.1361328	NUM
iajs-1441	241	7	0.1535765	0.1535765	NUM
iajs-1441	241	8	0.1785655	0.1785655	NUM
iajs-1441	241	9	0.2079763	0.2079763	NUM
iajs-1441	241	10	0.8102644	0.8102644	NUM
iajs-1441	241	11	0.4539026	0.4539026	NUM
iajs-1441	241	12	0.2496054	0.2496054	NUM
iajs-1441	241	13	0.1818182	0.1818182	NUM
iajs-1441	241	14	0.1814877	0.1814877	NUM
iajs-1441	241	15	0.2097056	0.2097056	NUM
iajs-1441	241	16	0.2502055	0.2502055	NUM
iajs-1441	241	17	0.2964912	0.2964912	NUM
iajs-1441	241	18	9	9	NUM
iajs-1441	241	19	0.01	0.01	NUM
iajs-1441	241	20	0.05	0.05	NUM
iajs-1441	241	21	0.1	0.1	NUM
iajs-1441	241	22	0.7311967	0.7311967	NUM
iajs-1441	241	23	0.2758051	0.2758051	NUM
iajs-1441	241	24	0.1254342	0.1254342	NUM
iajs-1441	241	25	0.1	0.1	NUM
iajs-1441	241	26	0.1011841	0.1011841	NUM
iajs-1441	241	27	0.1086957	0.1086957	NUM
iajs-1441	242	1	0.1197828	0.1197828	NUM
iajs-1441	242	2	0.1342334	0.1342334	NUM
iajs-1441	242	3	0.8374034	0.8374034	NUM
iajs-1441	242	4	0.4224482	0.4224482	NUM
iajs-1441	242	5	0.1968407	0.1968407	NUM
iajs-1441	242	6	0.1363636	0.1363636	NUM
iajs-1441	242	7	0.1405804	0.1405804	NUM
iajs-1441	242	8	0.1678315	0.1678315	NUM
iajs-1441	242	9	0.206093	0.206093	NUM
iajs-1441	242	10	0.2515479	0.2515479	NUM
iajs-1441	242	11	0.8804492	0.8804492	NUM
iajs-1441	243	1	0.5119861	0.5119861	NUM
iajs-1441	243	2	0.2627367	0.2627367	NUM
iajs-1441	243	3	0.1818182	0.1818182	NUM
iajs-1441	243	4	0.188463	0.188463	NUM
iajs-1441	243	5	0.2317801	0.2317801	NUM
iajs-1441	243	6	0.2909812	0.2909812	NUM
iajs-1441	243	7	0.3575049	0.3575049	NUM
iajs-1441	243	8	11	11	NUM
iajs-1441	243	9	0.01	0.01	NUM
iajs-1441	243	10	0.05	0.05	NUM
iajs-1441	243	11	0.1	0.1	NUM
iajs-1441	243	12	0.8088449	0.8088449	NUM
iajs-1441	243	13	0.3159115	0.3159115	NUM
iajs-1441	243	14	0.1301315	0.1301315	NUM
iajs-1441	243	15	0.1	0.1	NUM
iajs-1441	243	16	0.1025138	0.1025138	NUM
iajs-1441	243	17	0.1133335	0.1133335	NUM
iajs-1441	243	18	0.1299875	0.1299875	NUM
iajs-1441	243	19	0.1525535	0.1525535	NUM
iajs-1441	243	20	0.8936652	0.8936652	NUM
iajs-1441	243	21	0.4736986	0.4736986	NUM
iajs-1441	243	22	0.2069224	0.2069224	NUM
iajs-1441	243	23	0.1363645	0.1363645	NUM
iajs-1441	243	24	0.1451381	0.1451381	NUM
iajs-1441	243	25	0.182718	0.182718	NUM
iajs-1441	243	26	0.2353366	0.2353366	NUM
iajs-1441	243	27	0.2980114	0.2980114	NUM
iajs-1441	243	28	0.9252386	0.9252386	NUM
iajs-1441	243	29	0.5645772	0.5645772	NUM
iajs-1441	243	30	0.2756323	0.2756323	NUM
iajs-1441	243	31	0.1818182	0.1818182	NUM
iajs-1441	243	32	0.1955243	0.1955243	NUM
iajs-1441	243	33	0.2540646	0.2540646	NUM
iajs-1441	243	34	0.3319316	0.3319316	NUM
iajs-1441	243	35	0.4177884	0.4177884	NUM
iajs-1441	243	36	13	13	NUM
iajs-1441	243	37	0.01	0.01	NUM
iajs-1441	243	38	0.05	0.05	NUM
iajs-1441	243	39	0.1	0.1	NUM
iajs-1441	243	40	0.8660263	0.8660263	NUM
iajs-1441	243	41	0.3558146	0.3558146	NUM
iajs-1441	243	42	0.1349203	0.1349203	NUM
iajs-1441	243	43	0.1	0.1	NUM
iajs-1441	243	44	0.103901	0.103901	NUM
iajs-1441	243	45	0.1184484	0.1184484	NUM
iajs-1441	243	46	0.1417282	0.1417282	NUM
iajs-1441	243	47	0.1741302	0.1741302	NUM
iajs-1441	243	48	0.9311223	0.9311223	NUM
iajs-1441	243	49	0.5214956	0.5214956	NUM
iajs-1441	243	50	0.2169565	0.2169565	NUM
iajs-1441	243	51	0.1363641	0.1363641	NUM
iajs-1441	243	52	0.1497729	0.1497729	NUM
iajs-1441	243	53	0.1981206	0.1981206	NUM
iajs-1441	243	54	0.2658514	0.2658514	NUM
iajs-1441	243	55	0.3461211	0.3461211	NUM
iajs-1441	243	56	0.9535636	0.9535636	NUM
iajs-1441	243	57	0.6121226	0.6121226	NUM
iajs-1441	243	58	0.2883431	0.2883431	NUM
iajs-1441	243	59	0.181819	0.181819	NUM
iajs-1441	243	60	0.2026263	0.2026263	NUM
iajs-1441	243	61	0.2764097	0.2764097	NUM
iajs-1441	243	62	0.3725368	0.3725368	NUM
iajs-1441	243	63	0.4760608	0.4760608	NUM
iajs-1441	243	64	table	table	NOUN
iajs-1441	243	65	(	(	PUNCT
iajs-1441	243	66	16	16	NUM
iajs-1441	243	67	)	)	PUNCT
iajs-1441	243	68	:	:	PUNCT
iajs-1441	243	69	shows	show	VERB
iajs-1441	243	70	percentage	percentage	NOUN
iajs-1441	243	71	of	of	ADP
iajs-1441	243	72	overall	overall	ADJ
iajs-1441	243	73	sample	sample	NOUN
iajs-1441	243	74	saved	save	VERB
iajs-1441	243	75	w.r.t	w.r.t	NOUN
iajs-1441	243	76	.	.	PUNCT
iajs-1441	244	1	α	α	X
iajs-1441	244	2	,	,	PUNCT
iajs-1441	244	3	u	u	NOUN
iajs-1441	244	4	,	,	PUNCT
iajs-1441	244	5	n1	n1	PROPN
iajs-1441	244	6	and	and	CCONJ
iajs-1441	244	7	λ	λ	X
iajs-1441	244	8	λ	λ	X
iajs-1441	244	9	u	u	NOUN
iajs-1441	244	10	n1	n1	PROPN
iajs-1441	244	11	α	α	NOUN
iajs-1441	244	12	0.25	0.25	NUM
iajs-1441	244	13	0.50	0.50	NUM
iajs-1441	244	14	0.75	0.75	NUM
iajs-1441	244	15	1	1	NUM
iajs-1441	244	16	1.25	1.25	NUM
iajs-1441	244	17	1.50	1.50	NUM
iajs-1441	244	18	1.75	1.75	NUM
iajs-1441	244	19	2	2	NUM
iajs-1441	244	20	10	10	NUM
iajs-1441	244	21	5	5	NUM
iajs-1441	244	22	0.01	0.01	NUM
iajs-1441	244	23	0.05	0.05	NUM
iajs-1441	244	24	0.1	0.1	NUM
iajs-1441	244	25	50.3393056	50.3393056	NUM
iajs-1441	244	26	80.3523972	80.3523972	NUM
iajs-1441	244	27	88.3781044	88.3781044	NUM
iajs-1441	244	28	90	90	NUM
iajs-1441	244	29	90.1243263	90.1243263	NUM
iajs-1441	244	30	89.9047252	89.9047252	NUM
iajs-1441	244	31	89.5835592	89.5835592	NUM
iajs-1441	244	32	89.2100885	89.2100885	NUM
iajs-1441	244	33	36.7233136	36.7233136	NUM
iajs-1441	244	34	69.0663154	69.0663154	NUM
iajs-1441	244	35	82.3674027	82.3674027	NUM
iajs-1441	244	36	86.3636364	86.3636364	NUM
iajs-1441	244	37	86.811198	86.811198	NUM
iajs-1441	244	38	85.982673	85.982673	NUM
iajs-1441	244	39	84.6645697	84.6645697	NUM
iajs-1441	244	40	83.1189246	83.1189246	NUM
iajs-1441	244	41	29.8704022	29.8704022	NOUN
iajs-1441	244	42	61.0330458	61.0330458	NUM
iajs-1441	244	43	76.3919674	76.3919674	NUM
iajs-1441	244	44	81.8181818	81.8181818	NUM
iajs-1441	244	45	82.5266009	82.5266009	NUM
iajs-1441	244	46	81.1839842	81.1839842	NUM
iajs-1441	244	47	78.9576495	78.9576495	NUM
iajs-1441	244	48	76.3331308	76.3331308	NUM
iajs-1441	244	49	7	7	NUM
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iajs-1441	244	51	0.05	0.05	NUM
iajs-1441	244	52	0.1	0.1	NUM
iajs-1441	244	53	37.159367	37.159367	NUM
iajs-1441	244	54	76.4123782	76.4123782	NUM
iajs-1441	244	55	87.9186304	87.9186304	NUM
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iajs-1441	244	57	90.0077683	90.0077683	NUM
iajs-1441	244	58	89.5445784	89.5445784	NUM
iajs-1441	244	59	88.884171	88.884171	NUM
iajs-1441	244	60	88.0675594	88.0675594	NUM
iajs-1441	244	61	24.5893493	24.5893493	NUM
iajs-1441	244	62	63.2285208	63.2285208	NUM
iajs-1441	244	63	81.3317316	81.3317316	NUM
iajs-1441	244	64	86.3636364	86.3636364	NUM
iajs-1441	244	65	86.3867154	86.3867154	NUM
iajs-1441	244	66	84.642351	84.642351	NUM
iajs-1441	244	67	82.1434543	82.1434543	NUM
iajs-1441	244	68	79.2023656	79.2023656	NUM
iajs-1441	244	69	18.9735619	18.9735619	NUM
iajs-1441	244	70	54.6097406	54.6097406	NUM
iajs-1441	244	71	75.0394586	75.0394586	NUM
iajs-1441	244	72	81.8181818	81.8181818	NUM
iajs-1441	244	73	81.8512318	81.8512318	NUM
iajs-1441	244	74	79.0294425	79.0294425	NUM
iajs-1441	244	75	74.9794512	74.9794512	NUM
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iajs-1441	244	80	0.1	0.1	NUM
iajs-1441	244	81	26.8803284	26.8803284	NUM
iajs-1441	244	82	72.4194906	72.4194906	NUM
iajs-1441	244	83	87.456579	87.456579	NUM
iajs-1441	244	84	90	90	NUM
iajs-1441	244	85	89.8815876	89.8815876	NUM
iajs-1441	244	86	89.130433	89.130433	NUM
iajs-1441	244	87	88.0217202	88.0217202	NUM
iajs-1441	244	88	86.5766641	86.5766641	NUM
iajs-1441	244	89	16.2596626	16.2596626	NUM
iajs-1441	244	90	57.7551751	57.7551751	NUM
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iajs-1441	244	92	86.3636364	86.3636364	NUM
iajs-1441	244	93	85.9419551	85.9419551	NUM
iajs-1441	244	94	83.2168514	83.2168514	NUM
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iajs-1441	244	99	73.7263271	73.7263271	NUM
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iajs-1441	244	101	81.1536967	81.1536967	NUM
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iajs-1441	244	108	0.1	0.1	NUM
iajs-1441	244	109	19.1155053	19.1155053	NUM
iajs-1441	244	110	68.4088471	68.4088471	NUM
iajs-1441	244	111	86.986854	86.986854	NUM
iajs-1441	244	112	90	90	NUM
iajs-1441	244	113	89.7486236	89.7486236	NUM
iajs-1441	244	114	88.6666533	88.6666533	NUM
iajs-1441	244	115	87.0012457	87.0012457	NUM
iajs-1441	244	116	84.7446541	84.7446541	NUM
iajs-1441	244	117	10.633485	10.633485	NUM
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iajs-1441	244	119	79.3077624	79.3077624	NUM
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iajs-1441	244	121	85.4861934	85.4861934	NUM
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iajs-1441	244	123	76.4663405	76.4663405	NUM
iajs-1441	244	124	70.1988589	70.1988589	NUM
iajs-1441	245	1	7.4761358	7.4761358	NUM
iajs-1441	245	2	43.5422798	43.5422798	NUM
iajs-1441	245	3	72.4367724	72.4367724	NUM
iajs-1441	245	4	81.8181818	81.8181818	NUM
iajs-1441	245	5	80.4475696	80.4475696	NUM
iajs-1441	245	6	74.5935379	74.5935379	NUM
iajs-1441	245	7	66.8068414	66.8068414	NUM
iajs-1441	245	8	58.2211612	58.2211612	NUM
iajs-1441	245	9	13	13	NUM
iajs-1441	245	10	0.01	0.01	NUM
iajs-1441	245	11	0.05	0.05	NUM
iajs-1441	245	12	0.1	0.1	NUM
iajs-1441	245	13	13.3973672	13.3973672	NUM
iajs-1441	245	14	64.4185385	64.4185385	NUM
iajs-1441	245	15	86.5079738	86.5079738	NUM
iajs-1441	245	16	90	90	NUM
iajs-1441	245	17	89.6099049	89.6099049	NUM
iajs-1441	245	18	88.1551608	88.1551608	NUM
iajs-1441	245	19	85.8271847	85.8271847	NUM
iajs-1441	245	20	82.5869825	82.5869825	NUM
iajs-1441	246	1	6.8877658	6.8877658	NUM
iajs-1441	246	2	47.8504357	47.8504357	NUM
iajs-1441	246	3	78.3043475	78.3043475	NUM
iajs-1441	246	4	86.36359	86.36359	NUM
iajs-1441	246	5	85.0227079	85.0227079	NUM
iajs-1441	246	6	80.1879377	80.1879377	NUM
iajs-1441	246	7	73.4148602	73.4148602	NUM
iajs-1441	246	8	65.3878927	65.3878927	NUM
iajs-1441	247	1	4.6436352	4.6436352	NUM
iajs-1441	247	2	38.7877383	38.7877383	NUM
iajs-1441	247	3	71.1656895	71.1656895	NUM
iajs-1441	247	4	81.8181031	81.8181031	NUM
iajs-1441	247	5	79.7373699	79.7373699	NUM
iajs-1441	247	6	72.3590276	72.3590276	NUM
iajs-1441	247	7	62.746324	62.746324	NUM
iajs-1441	247	8	52.3939246	52.3939246	NUM
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iajs-1441	247	17	1	1	NUM
iajs-1441	247	18	1.50	1.50	NUM
iajs-1441	247	19	1.25	1.25	NUM
iajs-1441	247	20	1.75	1.75	NUM
iajs-1441	247	21	2	2	NUM
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iajs-1441	247	23	5	5	NUM
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iajs-1441	247	25	0.05	0.05	NUM
iajs-1441	247	26	0.1	0.1	NUM
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iajs-1441	247	30	5.5	5.5	NUM
iajs-1441	247	31	5.4316205	5.4316205	NUM
iajs-1441	247	32	5.5524012	5.5524012	NUM
iajs-1441	247	33	5.7290424	5.7290424	NUM
iajs-1441	247	34	5.9344513	5.9344513	NUM
iajs-1441	247	35	34.8021775	34.8021775	NUM
iajs-1441	247	36	17.0135265	17.0135265	NUM
iajs-1441	247	37	9.6979285	9.6979285	NUM
iajs-1441	247	38	7.5	7.5	NUM
iajs-1441	247	39	7.2538411	7.2538411	NUM
iajs-1441	247	40	7.7095298	7.7095298	NUM
iajs-1441	247	41	8.4344867	8.4344867	NUM
iajs-1441	247	42	9.2845914	9.2845914	NUM
iajs-1441	247	43	38.5712788	38.5712788	NUM
iajs-1441	247	44	21.4318248	21.4318248	NUM
iajs-1441	247	45	12.984418	12.984418	NUM
iajs-1441	247	46	10	10	NUM
iajs-1441	247	47	9.6103695	9.6103695	NUM
iajs-1441	247	48	10.3488087	10.3488087	NUM
iajs-1441	247	49	11.5732928	11.5732928	NUM
iajs-1441	247	50	13.016778	13.016778	NUM
iajs-1441	247	51	7	7	NUM
iajs-1441	247	52	0.01	0.01	NUM
iajs-1441	247	53	0.05	0.05	NUM
iajs-1441	247	54	0.1	0.1	NUM
iajs-1441	247	55	48.3872874	48.3872874	NUM
iajs-1441	247	56	18.1624687	18.1624687	NUM
iajs-1441	247	57	9.3026546	9.3026546	NUM
iajs-1441	247	58	7.7	7.7	NUM
iajs-1441	247	59	7.6940184	7.6940184	NUM
iajs-1441	247	60	8.0506746	8.0506746	NUM
iajs-1441	247	61	8.5591883	8.5591883	NUM
iajs-1441	247	62	9.1879792	9.1879792	NUM
iajs-1441	247	63	58.0662011	58.0662011	NUM
iajs-1441	247	64	28.314039	28.314039	NUM
iajs-1441	247	65	14.3745667	14.3745667	NUM
iajs-1441	247	66	10.5	10.5	NUM
iajs-1441	247	67	10.4822291	10.4822291	NUM
iajs-1441	247	68	11.8253897	11.8253897	NUM
iajs-1441	247	69	13.7495402	13.7495402	NUM
iajs-1441	247	70	16.0141785	16.0141785	NUM
iajs-1441	247	71	62.3903573	62.3903573	NUM
iajs-1441	247	72	34.9504997	34.9504997	NUM
iajs-1441	247	73	19.2196169	19.2196169	NUM
iajs-1441	247	74	14	14	NUM
iajs-1441	247	75	13.9745515	13.9745515	NUM
iajs-1441	247	76	16.1473293	16.1473293	NUM
iajs-1441	247	77	19.2658226	19.2658226	NUM
iajs-1441	247	78	22.8298205	22.8298205	NUM
iajs-1441	247	79	9	9	NUM
iajs-1441	247	80	0.01	0.01	NUM
iajs-1441	247	81	0.05	0.05	NUM
iajs-1441	247	82	0.1	0.1	NUM
iajs-1441	247	83	72.3884749	72.3884749	NUM
iajs-1441	247	84	27.3047043	27.3047043	NUM
iajs-1441	247	85	12.4179868	12.4179868	NUM
iajs-1441	247	86	9.9	9.9	NUM
iajs-1441	247	87	10.0172283	10.0172283	NUM
iajs-1441	247	88	10.7608713	10.7608713	NUM
iajs-1441	247	89	11.8584971	11.8584971	NUM
iajs-1441	247	90	13.2891026	13.2891026	NUM
iajs-1441	247	91	82.902934	82.902934	NUM
iajs-1441	247	92	41.8223766	41.8223766	NUM
iajs-1441	247	93	19.4872261	19.4872261	NUM
iajs-1441	247	94	13.5	13.5	NUM
iajs-1441	247	95	13.9174644	13.9174644	NUM
iajs-1441	247	96	16.6153171	16.6153171	NUM
iajs-1441	247	97	20.4032057	20.4032057	NUM
iajs-1441	247	98	24.903239	24.903239	NUM
iajs-1441	247	99	87.1644732	87.1644732	NUM
iajs-1441	247	100	50.6866287	50.6866287	NUM
iajs-1441	247	101	26.0109362	26.0109362	NUM
iajs-1441	247	102	18	18	NUM
iajs-1441	247	103	18.6578403	18.6578403	NUM
iajs-1441	247	104	22.9462281	22.9462281	NUM
iajs-1441	247	105	28.8071361	28.8071361	NUM
iajs-1441	247	106	35.3929846	35.3929846	NUM
iajs-1441	247	107	1	1	NUM
iajs-1441	247	108	1	1	NUM
iajs-1441	247	109	0.01	0.01	NUM
iajs-1441	247	110	0.05	0.05	NUM
iajs-1441	247	111	0.1	0.1	NUM
iajs-1441	247	112	97.8702386	97.8702386	NUM
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iajs-1441	247	115	12.1	12.1	NUM
iajs-1441	247	116	12.4041654	12.4041654	NUM
iajs-1441	247	117	13.7133495	13.7133495	NUM
iajs-1441	247	118	15.7284927	15.7284927	NUM
iajs-1441	247	119	18.4589686	18.4589686	NUM
iajs-1441	247	120	108.1334832	108.1334832	NUM
iajs-1441	247	121	57.3175261	57.3175261	NUM
iajs-1441	247	122	25.0376075	25.0376075	NUM
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iajs-1441	247	127	28.4757279	28.4757279	NUM
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iajs-1441	247	129	111.9538756	111.9538756	NUM
iajs-1441	247	130	68.3138414	68.3138414	NUM
iajs-1441	247	131	33.3515054	33.3515054	NUM
iajs-1441	247	132	22	22	NUM
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iajs-1441	247	134	30.7418191	30.7418191	NUM
iajs-1441	247	135	40.1637219	40.1637219	NUM
iajs-1441	247	136	50.5523949	50.5523949	NUM
iajs-1441	247	137	1	1	NUM
iajs-1441	247	138	3	3	NUM
iajs-1441	247	139	0.01	0.01	NUM
iajs-1441	247	140	0.05	0.05	NUM
iajs-1441	247	141	0.1	0.1	NUM
iajs-1441	247	142	123.8417649	123.8417649	NUM
iajs-1441	247	143	50.8814899	50.8814899	NUM
iajs-1441	247	144	19.2935975	19.2935975	NUM
iajs-1441	247	145	14.3	14.3	NUM
iajs-1441	247	146	14.857836	14.857836	NUM
iajs-1441	247	147	16.93812	16.93812	NUM
iajs-1441	247	148	20.2671259	20.2671259	NUM
iajs-1441	247	149	24.900615	24.900615	NUM
iajs-1441	247	150	133.1504949	133.1504949	NUM
iajs-1441	247	151	74.5738769	74.5738769	NUM
iajs-1441	247	152	31.024783	31.024783	NUM
iajs-1441	247	153	19.500066	19.500066	NUM
iajs-1441	247	154	2	2	NUM
iajs-1441	247	155	21.4175277	21.4175277	NUM
iajs-1441	247	156	28.3312491	28.3312491	NUM
iajs-1441	247	157	38.0167499	38.0167499	NUM
iajs-1441	247	158	49.4953135	49.4953135	NUM
iajs-1441	247	159	136.3596017	136.3596017	NUM
iajs-1441	247	160	87.5335342	87.5335342	NUM
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iajs-1441	247	163	6	6	NUM
iajs-1441	247	164	28.9755611	28.9755611	NUM
iajs-1441	247	165	39.5265905	39.5265905	NUM
iajs-1441	247	166	53.2727567	53.2727567	NUM
iajs-1441	247	167	68.0766878	68.0766878	NUM
iajs-1441	247	168	mathematics	mathematic	NOUN
iajs-1441	247	169	|191	|191	PROPN
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iajs-1441	247	171	(	(	PUNCT
iajs-1441	247	172	عام	عام	ADP
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iajs-1441	247	174	(	(	PUNCT
iajs-1441	247	175	العدد	العدد	PROPN
iajs-1441	247	176	)	)	PUNCT
iajs-1441	248	1	30الهيثم	30الهيثم	NUM
iajs-1441	248	2	للعلوم	للعلوم	NOUN
iajs-1441	248	3	الصرفة	الصرفة	NOUN
iajs-1441	248	4	و	و	PRON
iajs-1441	248	5	التطبيقية	التطبيقية	ADV
iajs-1441	248	6	المجلد	المجلد	ADV
iajs-1441	248	7	)	)	PUNCT
iajs-1441	248	8	مجلة	مجلة	VERB
iajs-1441	248	9	إبن	إبن	VERB
iajs-1441	248	10	ibn	ibn	PROPN
iajs-1441	248	11	al	al	PROPN
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iajs-1441	248	16	pure	pure	PROPN
iajs-1441	248	17	&	&	CCONJ
iajs-1441	248	18	appl	appl	PROPN
iajs-1441	248	19	.	.	PUNCT
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iajs-1441	250	1	vol.03	vol.03	PROPN
iajs-1441	250	2	(	(	PUNCT
iajs-1441	250	3	2	2	NUM
iajs-1441	250	4	)	)	PUNCT
iajs-1441	250	5	2017	2017	NUM
iajs-1441	250	6	table	table	NOUN
iajs-1441	250	7	(	(	PUNCT
iajs-1441	250	8	17	17	NUM
iajs-1441	250	9	):	):	PUNCT
iajs-1441	250	10	shows	show	VERB
iajs-1441	250	11	probability	probability	NOUN
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iajs-1441	250	13	a	a	DET
iajs-1441	250	14	voiding	void	VERB
iajs-1441	250	15	second	second	ADJ
iajs-1441	250	16	sample	sample	NOUN
iajs-1441	250	17	w.r.t	w.r.t	NOUN
iajs-1441	250	18	.	.	PUNCT
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iajs-1441	251	2	,	,	PUNCT
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iajs-1441	251	4	and	and	CCONJ
iajs-1441	251	5	λ	λ	PROPN
iajs-1441	251	6	ζ	ζ	NOUN
iajs-1441	251	7	n1	n1	NOUN
iajs-1441	251	8	α	α	NOUN
iajs-1441	251	9	0.25	0.25	NUM
iajs-1441	251	10	0.50	0.50	NUM
iajs-1441	251	11	0.75	0.75	NUM
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iajs-1441	251	14	1.50	1.50	NUM
iajs-1441	251	15	1.75	1.75	NUM
iajs-1441	251	16	2	2	NUM
iajs-1441	251	17	5	5	NUM
iajs-1441	251	18	0.01	0.01	NUM
iajs-1441	251	19	0.05	0.05	NUM
iajs-1441	251	20	0.1	0.1	NUM
iajs-1441	251	21	0.5537324	0.5537324	NUM
iajs-1441	251	22	0.8838764	0.8838764	NUM
iajs-1441	251	23	0.9721591	0.9721591	NUM
iajs-1441	251	24	0.99	0.99	NUM
iajs-1441	251	25	0.9913676	0.9913676	NUM
iajs-1441	251	26	0.988952	0.988952	NUM
iajs-1441	251	27	0.9854192	0.9854192	NUM
iajs-1441	251	28	0.981311	0.981311	NUM
iajs-1441	251	29	0.4039564	0.4039564	NUM
iajs-1441	251	30	0.7597295	0.7597295	NUM
iajs-1441	251	31	0.9060414	0.9060414	NUM
iajs-1441	251	32	0.95	0.95	NUM
iajs-1441	251	33	0.9549232	0.9549232	NUM
iajs-1441	251	34	0.9458094	0.9458094	NUM
iajs-1441	251	35	0.9313103	0.9313103	NUM
iajs-1441	251	36	0.9143082	0.9143082	NUM
iajs-1441	251	37	0.3285744	0.3285744	NUM
iajs-1441	251	38	0.6713635	0.6713635	NUM
iajs-1441	251	39	0.8403116	0.8403116	NUM
iajs-1441	251	40	0.9	0.9	NUM
iajs-1441	251	41	0.9077926	0.9077926	NUM
iajs-1441	251	42	0.8930238	0.8930238	NUM
iajs-1441	251	43	0.8685341	0.8685341	NUM
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iajs-1441	251	45	7	7	NUM
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iajs-1441	251	48	0.1	0.1	NUM
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iajs-1441	252	4	0.9849904	0.9849904	NUM
iajs-1441	252	5	0.9777259	0.9777259	NUM
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iajs-1441	252	7	0.2704828	0.2704828	NUM
iajs-1441	252	8	0.6955137	0.6955137	NUM
iajs-1441	252	9	0.894649	0.894649	NUM
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iajs-1441	252	14	0.871226	0.871226	NUM
iajs-1441	252	15	0.2087092	0.2087092	NUM
iajs-1441	252	16	0.6007071	0.6007071	NUM
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iajs-1441	252	18	0.9	0.9	NUM
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iajs-1441	253	7	0.1	0.1	NUM
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iajs-1441	253	15	0.9523433	0.9523433	NUM
iajs-1441	253	16	0.1788563	0.1788563	NUM
iajs-1441	253	17	0.6353069	0.6353069	NUM
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iajs-1441	254	30	0.7721874	0.7721874	NUM
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