id	sid	tid	token	lemma	pos
iajs-1820	1	1	microsoft	microsoft	PROPN
iajs-1820	1	2	word	word	NOUN
iajs-1820	1	3	463	463	NUM
iajs-1820	1	4	-	-	SYM
iajs-1820	1	5	489	489	NUM
iajs-1820	1	6	ihsciconf	ihsciconf	NOUN
iajs-1820	1	7	2017	2017	NUM
iajs-1820	1	8	special	special	ADJ
iajs-1820	1	9	issue	issue	NOUN
iajs-1820	1	10	ibn	ibn	PROPN
iajs-1820	1	11	al	al	PROPN
iajs-1820	1	12	-	-	PUNCT
iajs-1820	1	13	haitham	haitham	PROPN
iajs-1820	1	14	journal	journal	PROPN
iajs-1820	1	15	for	for	ADP
iajs-1820	1	16	pure	pure	ADJ
iajs-1820	1	17	and	and	CCONJ
iajs-1820	1	18	applied	apply	VERB
iajs-1820	1	19	science	science	NOUN
iajs-1820	1	20	https://doi.org/	https://doi.org/	NOUN
iajs-1820	1	21	10.30526/2017.ihsciconf.1820	10.30526/2017.ihsciconf.1820	NOUN
iajs-1820	1	22	for	for	ADP
iajs-1820	1	23	more	more	ADJ
iajs-1820	1	24	information	information	NOUN
iajs-1820	1	25	about	about	ADP
iajs-1820	1	26	the	the	DET
iajs-1820	1	27	conference	conference	NOUN
iajs-1820	1	28	please	please	INTJ
iajs-1820	1	29	visit	visit	VERB
iajs-1820	1	30	the	the	DET
iajs-1820	1	31	websites	website	NOUN
iajs-1820	1	32	:	:	PUNCT
iajs-1820	1	33	http://www.ihsciconf.org/conf/	http://www.ihsciconf.org/conf/	VERB
iajs-1820	1	34	   	   	SPACE
iajs-1820	1	35	www.ihsciconf.org	www.ihsciconf.org	ADJ
iajs-1820	1	36	   	   	SPACE
iajs-1820	1	37	mathematics|484	mathematics|484	NOUN
iajs-1820	1	38	    	    	SPACE
iajs-1820	1	39	minimax	minimax	NOUN
iajs-1820	1	40	shrunken	shrunken	ADJ
iajs-1820	1	41	technique	technique	NOUN
iajs-1820	1	42	for	for	ADP
iajs-1820	1	43	estimate	estimate	NOUN
iajs-1820	1	44	burr	burr	NOUN
iajs-1820	1	45	x	x	SYM
iajs-1820	1	46	distribution	distribution	NOUN
iajs-1820	1	47	shape	shape	NOUN
iajs-1820	1	48	parameter	parameter	NOUN
iajs-1820	1	49	abbas	abbas	PROPN
iajs-1820	1	50	najim	najim	PROPN
iajs-1820	1	51	salman	salman	PROPN
iajs-1820	1	52	abbasnajim66@yahoo.com	abbasnajim66@yahoo.com	PROPN
iajs-1820	1	53	dept	dept	PROPN
iajs-1820	1	54	.	.	PROPN
iajs-1820	1	55	of	of	ADP
iajs-1820	1	56	mathematics	mathematics	PROPN
iajs-1820	1	57	/	/	SYM
iajs-1820	1	58	college	college	NOUN
iajs-1820	1	59	of	of	ADP
iajs-1820	1	60	education	education	NOUN
iajs-1820	1	61	for	for	ADP
iajs-1820	1	62	pure	pure	ADJ
iajs-1820	1	63	science	science	NOUN
iajs-1820	1	64	(	(	PUNCT
iajs-1820	1	65	ibn	ibn	PROPN
iajs-1820	1	66	-	-	PUNCT
iajs-1820	1	67	al	al	PROPN
iajs-1820	1	68	-	-	PUNCT
iajs-1820	1	69	haitham	haitham	PROPN
iajs-1820	1	70	)	)	PUNCT
iajs-1820	1	71	university	university	PROPN
iajs-1820	1	72	of	of	ADP
iajs-1820	1	73	baghdad	baghdad	PROPN
iajs-1820	1	74	maymona	maymona	PROPN
iajs-1820	2	1	m.	m.	NOUN
iajs-1820	2	2	ameen	ameen	PROPN
iajs-1820	2	3	memo_ameen_89@yahoo.com	memo_ameen_89@yahoo.com	PROPN
iajs-1820	2	4	university	university	PROPN
iajs-1820	2	5	of	of	ADP
iajs-1820	2	6	fallujah	fallujah	PROPN
iajs-1820	2	7	a.	a.	PROPN
iajs-1820	2	8	e.abdul	e.abdul	PROPN
iajs-1820	2	9	-	-	PUNCT
iajs-1820	2	10	nabi	nabi	NOUN
iajs-1820	2	11	ahmedissa432@yahoo.com	ahmedissa432@yahoo.com	PROPN
iajs-1820	2	12	dept	dept	PROPN
iajs-1820	2	13	.	.	PROPN
iajs-1820	3	1	of	of	ADP
iajs-1820	3	2	mathematics/	mathematics/	NUM
iajs-1820	3	3	college	college	NOUN
iajs-1820	3	4	of	of	ADP
iajs-1820	3	5	education	education	NOUN
iajs-1820	3	6	for	for	ADP
iajs-1820	3	7	pure	pure	ADJ
iajs-1820	3	8	science/(ibn	science/(ibn	NOUN
iajs-1820	3	9	-	-	PUNCT
iajs-1820	3	10	alhaitham)/	alhaitham)/	NOUN
iajs-1820	3	11	university	university	NOUN
iajs-1820	3	12	of	of	ADP
iajs-1820	3	13	baghdad	baghdad	PROPN
iajs-1820	3	14	abstract	abstract	NOUN
iajs-1820	3	15	:	:	PUNCT
iajs-1820	3	16	   	   	SPACE
iajs-1820	3	17	the	the	DET
iajs-1820	3	18	present	present	ADJ
iajs-1820	3	19	paper	paper	NOUN
iajs-1820	3	20	concern	concern	NOUN
iajs-1820	3	21	with	with	ADP
iajs-1820	3	22	minimax	minimax	NOUN
iajs-1820	3	23	shrinkage	shrinkage	NOUN
iajs-1820	3	24	estimator	estimator	NOUN
iajs-1820	3	25	technique	technique	NOUN
iajs-1820	3	26	in	in	ADP
iajs-1820	3	27	order	order	NOUN
iajs-1820	3	28	to	to	PART
iajs-1820	3	29	estimate	estimate	VERB
iajs-1820	3	30	burr	burr	NOUN
iajs-1820	3	31	x	x	SYM
iajs-1820	3	32	distribution	distribution	NOUN
iajs-1820	3	33	shape	shape	NOUN
iajs-1820	3	34	parameter	parameter	NOUN
iajs-1820	3	35	,	,	PUNCT
iajs-1820	3	36	when	when	SCONJ
iajs-1820	3	37	prior	prior	ADJ
iajs-1820	3	38	information	information	NOUN
iajs-1820	3	39	about	about	ADP
iajs-1820	3	40	the	the	DET
iajs-1820	3	41	real	real	ADJ
iajs-1820	3	42	shape	shape	NOUN
iajs-1820	3	43	obtainable	obtainable	ADJ
iajs-1820	3	44	as	as	ADP
iajs-1820	3	45	original	original	ADJ
iajs-1820	3	46	estimate	estimate	NOUN
iajs-1820	3	47	while	while	SCONJ
iajs-1820	3	48	known	known	ADJ
iajs-1820	3	49	scale	scale	NOUN
iajs-1820	3	50	parameter	parameter	NOUN
iajs-1820	3	51	.	.	PUNCT
iajs-1820	4	1	derivation	derivation	NOUN
iajs-1820	4	2	for	for	ADP
iajs-1820	4	3	bias	bias	NOUN
iajs-1820	4	4	ratio	ratio	NOUN
iajs-1820	4	5	,	,	PUNCT
iajs-1820	4	6	mean	mean	VERB
iajs-1820	4	7	squared	square	VERB
iajs-1820	4	8	error	error	NOUN
iajs-1820	4	9	and	and	CCONJ
iajs-1820	4	10	the	the	DET
iajs-1820	4	11	relative	relative	ADJ
iajs-1820	4	12	efficiency	efficiency	NOUN
iajs-1820	4	13	equations	equation	NOUN
iajs-1820	4	14	.	.	PUNCT
iajs-1820	5	1	numerical	numerical	ADJ
iajs-1820	5	2	results	result	NOUN
iajs-1820	5	3	and	and	CCONJ
iajs-1820	5	4	conclusions	conclusion	NOUN
iajs-1820	5	5	for	for	ADP
iajs-1820	5	6	the	the	DET
iajs-1820	5	7	expressions	expression	NOUN
iajs-1820	5	8	mentioned	mention	VERB
iajs-1820	5	9	above	above	ADV
iajs-1820	5	10	were	be	AUX
iajs-1820	5	11	displayed	display	VERB
iajs-1820	5	12	.	.	PUNCT
iajs-1820	6	1	comparisons	comparison	NOUN
iajs-1820	6	2	for	for	ADP
iajs-1820	6	3	proposed	propose	VERB
iajs-1820	6	4	estimator	estimator	NOUN
iajs-1820	6	5	with	with	ADP
iajs-1820	6	6	most	most	ADJ
iajs-1820	6	7	recent	recent	ADJ
iajs-1820	6	8	works	work	NOUN
iajs-1820	6	9	were	be	AUX
iajs-1820	6	10	made	make	VERB
iajs-1820	6	11	.	.	PUNCT
iajs-1820	7	1	keywords	keyword	NOUN
iajs-1820	7	2	:	:	PUNCT
iajs-1820	7	3	minimax	minimax	ADJ
iajs-1820	7	4	shrunken	shrunken	ADJ
iajs-1820	7	5	technique	technique	NOUN
iajs-1820	7	6	,	,	PUNCT
iajs-1820	7	7	burr	burr	NOUN
iajs-1820	7	8	x	x	SYM
iajs-1820	7	9	distribution	distribution	NOUN
iajs-1820	7	10	,	,	PUNCT
iajs-1820	7	11	mle	mle	PROPN
iajs-1820	7	12	,	,	PUNCT
iajs-1820	7	13	mse	mse	NOUN
iajs-1820	7	14	and	and	CCONJ
iajs-1820	7	15	efficiency	efficiency	NOUN
iajs-1820	7	16	.	.	PUNCT
iajs-1820	8	1	ihsciconf	ihsciconf	PROPN
iajs-1820	8	2	2017	2017	NUM
iajs-1820	8	3	special	special	ADJ
iajs-1820	8	4	issue	issue	NOUN
iajs-1820	8	5	ibn	ibn	PROPN
iajs-1820	8	6	al	al	PROPN
iajs-1820	8	7	-	-	PUNCT
iajs-1820	8	8	haitham	haitham	PROPN
iajs-1820	8	9	journal	journal	PROPN
iajs-1820	8	10	for	for	ADP
iajs-1820	8	11	pure	pure	ADJ
iajs-1820	8	12	and	and	CCONJ
iajs-1820	8	13	applied	apply	VERB
iajs-1820	8	14	science	science	NOUN
iajs-1820	8	15	https://doi.org/	https://doi.org/	NOUN
iajs-1820	8	16	10.30526/2017.ihsciconf.1820	10.30526/2017.ihsciconf.1820	NOUN
iajs-1820	8	17	for	for	ADP
iajs-1820	8	18	more	more	ADJ
iajs-1820	8	19	information	information	NOUN
iajs-1820	8	20	about	about	ADP
iajs-1820	8	21	the	the	DET
iajs-1820	8	22	conference	conference	NOUN
iajs-1820	8	23	please	please	INTJ
iajs-1820	8	24	visit	visit	VERB
iajs-1820	8	25	the	the	DET
iajs-1820	8	26	websites	website	NOUN
iajs-1820	8	27	:	:	PUNCT
iajs-1820	8	28	http://www.ihsciconf.org/conf/	http://www.ihsciconf.org/conf/	VERB
iajs-1820	8	29	   	   	SPACE
iajs-1820	8	30	www.ihsciconf.org	www.ihsciconf.org	NOUN
iajs-1820	8	31	   	   	SPACE
iajs-1820	8	32	mathematics|485	mathematics|485	NOUN
iajs-1820	8	33	    	    	SPACE
iajs-1820	8	34	1	1	NUM
iajs-1820	8	35	.	.	PUNCT
iajs-1820	9	1	introduction	introduction	NOUN
iajs-1820	9	2	burr	burr	NOUN
iajs-1820	9	3	x	x	NOUN
iajs-1820	9	4	distribution	distribution	NOUN
iajs-1820	9	5	would	would	AUX
iajs-1820	9	6	be	be	AUX
iajs-1820	9	7	able	able	ADJ
iajs-1820	9	8	to	to	PART
iajs-1820	9	9	use	use	VERB
iajs-1820	9	10	effectively	effectively	ADV
iajs-1820	9	11	in	in	ADP
iajs-1820	9	12	modeling	model	VERB
iajs-1820	9	13	data	datum	NOUN
iajs-1820	9	14	and	and	CCONJ
iajs-1820	9	15	also	also	ADV
iajs-1820	9	16	modeling	model	VERB
iajs-1820	9	17	lifetime	lifetime	NOUN
iajs-1820	9	18	data	datum	NOUN
iajs-1820	9	19	.	.	PUNCT
iajs-1820	10	1	[	[	X
iajs-1820	10	2	2],[4],[8],[9],[10]and	2],[4],[8],[9],[10]and	NUM
iajs-1820	10	3	[	[	X
iajs-1820	10	4	11	11	NUM
iajs-1820	10	5	]	]	PUNCT
iajs-1820	10	6	.	.	PUNCT
iajs-1820	11	1	let	let	VERB
iajs-1820	11	2	x	x	PRON
iajs-1820	11	3	be	be	AUX
iajs-1820	11	4	a	a	DET
iajs-1820	11	5	r.v	r.v	PROPN
iajs-1820	11	6	.	.	PROPN
iajs-1820	11	7	follows	follow	VERB
iajs-1820	11	8	burr	burr	NOUN
iajs-1820	11	9	x	x	SYM
iajs-1820	11	10	distribution	distribution	NOUN
iajs-1820	11	11	with	with	ADP
iajs-1820	11	12	two	two	NUM
iajs-1820	11	13	parameters	parameter	NOUN
iajs-1820	11	14			NOUN
iajs-1820	11	15	and	and	CCONJ
iajs-1820	11	16			X
iajs-1820	11	17	.	.	PUNCT
iajs-1820	12	1	the	the	DET
iajs-1820	12	2	(	(	PUNCT
iajs-1820	12	3	c.d.f	c.d.f	NOUN
iajs-1820	12	4	.	.	PUNCT
iajs-1820	12	5	)	)	PUNCT
iajs-1820	13	1	and	and	CCONJ
iajs-1820	13	2	(	(	PUNCT
iajs-1820	13	3	p.d.f	p.d.f	ADJ
iajs-1820	13	4	)	)	PUNCT
iajs-1820	13	5	of	of	ADP
iajs-1820	13	6	x	x	SYM
iajs-1820	13	7	are	be	AUX
iajs-1820	13	8	represented	represent	VERB
iajs-1820	13	9	respectively	respectively	ADV
iajs-1820	13	10	as	as	ADP
iajs-1820	13	11	below	below	ADV
iajs-1820	13	12	;	;	PUNCT
iajs-1820	13	13	𝐹	𝐹	PROPN
iajs-1820	13	14	𝑥	𝑥	NOUN
iajs-1820	13	15	;	;	PUNCT
iajs-1820	13	16	𝛼	𝛼	X
iajs-1820	13	17	,	,	PUNCT
iajs-1820	13	18	𝜆	𝜆	PRON
iajs-1820	13	19	1	1	NUM
iajs-1820	13	20	𝑒	𝑒	PROPN
iajs-1820	13	21	𝐹𝑜𝑟	𝐹𝑜𝑟	PROPN
iajs-1820	13	22	𝑥	𝑥	PROPN
iajs-1820	13	23	0	0	NUM
iajs-1820	13	24	,	,	PUNCT
iajs-1820	13	25	𝛼	𝛼	PROPN
iajs-1820	13	26	0	0	NUM
iajs-1820	13	27	,	,	PUNCT
iajs-1820	13	28	𝜆	𝜆	DET
iajs-1820	13	29	0	0	NUM
iajs-1820	13	30	…	…	PUNCT
iajs-1820	13	31	(	(	PUNCT
iajs-1820	13	32	1	1	X
iajs-1820	13	33	)	)	PUNCT
iajs-1820	13	34	𝑓	𝑓	PRON
iajs-1820	13	35	𝑥	𝑥	NOUN
iajs-1820	13	36	;	;	PUNCT
iajs-1820	13	37	𝛼	𝛼	X
iajs-1820	13	38	,	,	PUNCT
iajs-1820	13	39	𝜆	𝜆	PRON
iajs-1820	13	40	2𝛼𝜆	2𝛼𝜆	ADJ
iajs-1820	13	41	𝑥𝑒	𝑥𝑒	NOUN
iajs-1820	13	42	1	1	NUM
iajs-1820	13	43	𝑒	𝑒	ADV
iajs-1820	13	44	𝑓𝑜𝑟	𝑓𝑜𝑟	ADV
iajs-1820	13	45	𝑥	𝑥	NOUN
iajs-1820	13	46	0	0	NUM
iajs-1820	13	47	,	,	PUNCT
iajs-1820	13	48	𝛼	𝛼	PROPN
iajs-1820	13	49	0	0	NUM
iajs-1820	13	50	,	,	PUNCT
iajs-1820	13	51	𝜆	𝜆	PRON
iajs-1820	13	52	0	0	NUM
iajs-1820	13	53	0	0	NUM
iajs-1820	13	54	𝑜.	𝑜.	NOUN
iajs-1820	13	55	𝑤	𝑤	ADP
iajs-1820	13	56	…	…	PUNCT
iajs-1820	13	57	.	.	PUNCT
iajs-1820	14	1	2	2	NUM
iajs-1820	14	2	wherever	wherever	ADJ
iajs-1820	14	3	,	,	PUNCT
iajs-1820	14	4			X
iajs-1820	14	5	&	&	CCONJ
iajs-1820	14	6			X
iajs-1820	14	7	refer	refer	VERB
iajs-1820	14	8	respectively	respectively	ADV
iajs-1820	14	9	to	to	PART
iajs-1820	14	10	shape	shape	VERB
iajs-1820	14	11	and	and	CCONJ
iajs-1820	14	12	scale	scale	NOUN
iajs-1820	14	13	parameters	parameter	NOUN
iajs-1820	14	14	.	.	PUNCT
iajs-1820	15	1	pretest	pret	ADJ
iajs-1820	15	2	shrunken	shrunken	ADJ
iajs-1820	15	3	estimator	estimator	NOUN
iajs-1820	15	4	of	of	ADP
iajs-1820	15	5			NOUN
iajs-1820	15	6	determination	determination	NOUN
iajs-1820	15	7	as	as	ADP
iajs-1820	15	8	below	below	ADV
iajs-1820	15	9	:	:	PUNCT
iajs-1820	15	10	𝛼	𝛼	PART
iajs-1820	15	11			NOUN
iajs-1820	15	12	𝛼	𝛼	NOUN
iajs-1820	15	13	𝛼	𝛼	PROPN
iajs-1820	15	14	1	1	NUM
iajs-1820	15	15			NOUN
iajs-1820	15	16	𝛼	𝛼	NOUN
iajs-1820	15	17	𝛼	𝛼	NOUN
iajs-1820	15	18	𝑖𝑓𝛼	𝑖𝑓𝛼	ADJ
iajs-1820	15	19	∈	∈	PROPN
iajs-1820	15	20	𝑅	𝑅	PROPN
iajs-1820	15	21			NOUN
iajs-1820	15	22	𝛼	𝛼	NOUN
iajs-1820	15	23	𝛼	𝛼	PROPN
iajs-1820	15	24	1	1	NUM
iajs-1820	15	25			NOUN
iajs-1820	15	26	𝛼	𝛼	NOUN
iajs-1820	15	27	𝛼	𝛼	NOUN
iajs-1820	15	28	𝑖𝑓𝛼	𝑖𝑓𝛼	PROPN
iajs-1820	15	29	∉	∉	PROPN
iajs-1820	15	30	𝑅	𝑅	PROPN
iajs-1820	15	31	…	…	PUNCT
iajs-1820	15	32	3	3	NUM
iajs-1820	15	33	anywhere	anywhere	ADV
iajs-1820	15	34	,	,	PUNCT
iajs-1820	15	35	i	i	PRON
iajs-1820	15	36	i	i	PRON
iajs-1820	15	37	ˆ	ˆ	VERB
iajs-1820	15	38	ˆ	ˆ	PROPN
iajs-1820	15	39	(	(	PUNCT
iajs-1820	15	40	)	)	PUNCT
iajs-1820	15	41	,	,	PUNCT
iajs-1820	15	42	0	0	NUM
iajs-1820	15	43	(	(	PUNCT
iajs-1820	15	44	)	)	PUNCT
iajs-1820	15	45	1	1	NUM
iajs-1820	15	46			NOUN
iajs-1820	15	47			NOUN
iajs-1820	15	48			NUM
iajs-1820	15	49			NOUN
iajs-1820	15	50			NOUN
iajs-1820	15	51	,	,	PUNCT
iajs-1820	15	52	i	i	PRON
iajs-1820	15	53	=	=	NOUN
iajs-1820	15	54	1	1	NUM
iajs-1820	15	55	,	,	PUNCT
iajs-1820	15	56	2	2	NUM
iajs-1820	15	57	refer	refer	VERB
iajs-1820	15	58	to	to	ADP
iajs-1820	15	59	weightiness	weightiness	NOUN
iajs-1820	15	60	shrunken	shrunken	ADJ
iajs-1820	15	61	identifying	identify	VERB
iajs-1820	15	62	acceptance	acceptance	NOUN
iajs-1820	15	63	of	of	ADP
iajs-1820	15	64	̂	̂	ADJ
iajs-1820	15	65	while	while	SCONJ
iajs-1820	15	66	(	(	PUNCT
iajs-1820	15	67	1	1	NUM
iajs-1820	15	68	–	–	PUNCT
iajs-1820	15	69	i	i	X
iajs-1820	15	70	(	(	PUNCT
iajs-1820	15	71			NUM
iajs-1820	15	72	)	)	PUNCT
iajs-1820	15	73	)	)	PUNCT
iajs-1820	16	1	agreeing	agree	VERB
iajs-1820	16	2	confidence	confidence	NOUN
iajs-1820	16	3	of	of	ADP
iajs-1820	16	4	0	0	PROPN
iajs-1820	16	5	,	,	PUNCT
iajs-1820	16	6	and	and	CCONJ
iajs-1820	16	7	well	well	ADV
iajs-1820	16	8	-	-	PUNCT
iajs-1820	16	9	known	know	VERB
iajs-1820	16	10	that	that	SCONJ
iajs-1820	16	11	i	i	PRON
iajs-1820	16	12	ˆ	ˆ	PROPN
iajs-1820	16	13	(	(	PUNCT
iajs-1820	16	14	)	)	PUNCT
iajs-1820	16	15			NOUN
iajs-1820	16	16			NOUN
iajs-1820	16	17	may	may	AUX
iajs-1820	16	18	be	be	AUX
iajs-1820	16	19	constant	constant	ADJ
iajs-1820	16	20	or	or	CCONJ
iajs-1820	16	21	function	function	NOUN
iajs-1820	16	22	depend	depend	VERB
iajs-1820	16	23	on	on	ADP
iajs-1820	16	24	̂	̂	PROPN
iajs-1820	16	25	(	(	PUNCT
iajs-1820	16	26	ad	ad	X
iajs-1820	16	27	hoc	hoc	X
iajs-1820	16	28	basis	basis	NOUN
iajs-1820	16	29	)	)	PUNCT
iajs-1820	16	30	,	,	PUNCT
iajs-1820	16	31	and	and	CCONJ
iajs-1820	16	32	r	r	NOUN
iajs-1820	16	33	refer	refer	VERB
iajs-1820	16	34	to	to	ADP
iajs-1820	16	35	pretest	pretest	ADJ
iajs-1820	16	36	region	region	NOUN
iajs-1820	16	37	for	for	ADP
iajs-1820	16	38	testing	test	VERB
iajs-1820	16	39	ho	ho	ADJ
iajs-1820	16	40	:	:	PUNCT
iajs-1820	16	41			X
iajs-1820	16	42	=	=	SYM
iajs-1820	16	43	0	0	PUNCT
iajs-1820	16	44	opposite	opposite	ADJ
iajs-1820	16	45	h1	h1	NOUN
iajs-1820	16	46	:	:	PUNCT
iajs-1820	16	47			X
iajs-1820	16	48			NOUN
iajs-1820	16	49	0	0	NUM
iajs-1820	16	50	via	via	ADP
iajs-1820	16	51	statistics	statistic	NOUN
iajs-1820	16	52	test	test	NOUN
iajs-1820	16	53	t	t	PROPN
iajs-1820	16	54	(	(	PUNCT
iajs-1820	16	55	̂	̂	PROPN
iajs-1820	16	56	/0).[1]and	/0).[1]and	PUNCT
iajs-1820	17	1	[	[	X
iajs-1820	17	2	12	12	NUM
iajs-1820	17	3	]	]	PUNCT
iajs-1820	17	4	.	.	PUNCT
iajs-1820	18	1	minimax	minimax	NOUN
iajs-1820	18	2	procedure	procedure	NOUN
iajs-1820	18	3	of	of	ADP
iajs-1820	18	4	estimation	estimation	NOUN
iajs-1820	18	5	is	be	AUX
iajs-1820	18	6	a	a	DET
iajs-1820	18	7	non	non	ADJ
iajs-1820	18	8	-	-	ADJ
iajs-1820	18	9	classical	classical	ADJ
iajs-1820	18	10	approach	approach	NOUN
iajs-1820	18	11	for	for	ADP
iajs-1820	18	12	estimation	estimation	NOUN
iajs-1820	18	13	presented	present	VERB
iajs-1820	18	14	by	by	ADP
iajs-1820	18	15	abraham	abraham	PROPN
iajs-1820	18	16	wald	wald	PROPN
iajs-1820	18	17	(	(	PUNCT
iajs-1820	18	18	1945	1945	NUM
iajs-1820	18	19	)	)	PUNCT
iajs-1820	18	20	from	from	ADP
iajs-1820	18	21	the	the	DET
iajs-1820	18	22	model	model	NOUN
iajs-1820	18	23	of	of	ADP
iajs-1820	18	24	game	game	NOUN
iajs-1820	18	25	theory	theory	NOUN
iajs-1820	18	26	.	.	PUNCT
iajs-1820	19	1	the	the	DET
iajs-1820	19	2	most	most	ADV
iajs-1820	19	3	significant	significant	ADJ
iajs-1820	19	4	basics	basic	NOUN
iajs-1820	19	5	in	in	ADP
iajs-1820	19	6	the	the	DET
iajs-1820	19	7	minimax	minimax	NOUN
iajs-1820	19	8	approach	approach	NOUN
iajs-1820	19	9	are	be	AUX
iajs-1820	19	10	the	the	DET
iajs-1820	19	11	description	description	NOUN
iajs-1820	19	12	of	of	ADP
iajs-1820	19	13	the	the	DET
iajs-1820	19	14	prior	prior	ADJ
iajs-1820	19	15	distribution	distribution	NOUN
iajs-1820	19	16	and	and	CCONJ
iajs-1820	19	17	the	the	DET
iajs-1820	19	18	loss	loss	NOUN
iajs-1820	19	19	function	function	NOUN
iajs-1820	19	20	used	use	VERB
iajs-1820	19	21	.	.	PUNCT
iajs-1820	20	1	quadratic	quadratic	ADJ
iajs-1820	20	2	loss	loss	NOUN
iajs-1820	20	3	functions	function	NOUN
iajs-1820	20	4	will	will	AUX
iajs-1820	20	5	be	be	AUX
iajs-1820	20	6	considered	consider	VERB
iajs-1820	20	7	to	to	PART
iajs-1820	20	8	find	find	VERB
iajs-1820	20	9	the	the	DET
iajs-1820	20	10	minimax	minimax	NOUN
iajs-1820	20	11	estimators	estimator	NOUN
iajs-1820	20	12	of	of	ADP
iajs-1820	20	13	burr	burr	NOUN
iajs-1820	20	14	x	x	SYM
iajs-1820	20	15	distribution	distribution	NOUN
iajs-1820	20	16	in	in	ADP
iajs-1820	20	17	present	present	ADJ
iajs-1820	20	18	research	research	NOUN
iajs-1820	20	19	;	;	PUNCT
iajs-1820	21	1	[	[	X
iajs-1820	21	2	3	3	NUM
iajs-1820	21	3	]	]	PUNCT
iajs-1820	21	4	,	,	PUNCT
iajs-1820	21	5	[	[	X
iajs-1820	21	6	5	5	NUM
iajs-1820	21	7	]	]	PUNCT
iajs-1820	21	8	,	,	PUNCT
iajs-1820	21	9	[	[	X
iajs-1820	21	10	6	6	NUM
iajs-1820	21	11	]	]	PUNCT
iajs-1820	21	12	and	and	CCONJ
iajs-1820	21	13	[	[	X
iajs-1820	21	14	7	7	NUM
iajs-1820	21	15	]	]	PUNCT
iajs-1820	21	16	.	.	PUNCT
iajs-1820	22	1	the	the	DET
iajs-1820	22	2	goal	goal	NOUN
iajs-1820	22	3	of	of	ADP
iajs-1820	22	4	this	this	DET
iajs-1820	22	5	paper	paper	NOUN
iajs-1820	22	6	,	,	PUNCT
iajs-1820	22	7	toward	toward	ADP
iajs-1820	22	8	suggested	suggest	VERB
iajs-1820	22	9	shrunken	shrunken	ADJ
iajs-1820	22	10	estimator	estimator	NOUN
iajs-1820	22	11	technique	technique	NOUN
iajs-1820	22	12	α	α	NOUN
iajs-1820	22	13	defined	define	VERB
iajs-1820	22	14	by	by	ADP
iajs-1820	22	15	(	(	PUNCT
iajs-1820	22	16	3	3	X
iajs-1820	22	17	)	)	PUNCT
iajs-1820	22	18	through	through	ADP
iajs-1820	22	19	employment	employment	NOUN
iajs-1820	22	20	the	the	DET
iajs-1820	22	21	minimax	minimax	NOUN
iajs-1820	22	22	estimator	estimator	NOUN
iajs-1820	22	23	(	(	PUNCT
iajs-1820	22	24	α	α	NOUN
iajs-1820	22	25	=	=	NOUN
iajs-1820	22	26	α	α	NOUN
iajs-1820	22	27	)	)	PUNCT
iajs-1820	22	28	instead	instead	ADV
iajs-1820	22	29	of	of	ADP
iajs-1820	22	30	the	the	DET
iajs-1820	22	31	classical	classical	ADJ
iajs-1820	22	32	estimator	estimator	NOUN
iajs-1820	22	33	(	(	PUNCT
iajs-1820	22	34	mle	mle	PROPN
iajs-1820	22	35	)	)	PUNCT
iajs-1820	22	36	̂	̂	NOUN
iajs-1820	22	37	to	to	PART
iajs-1820	22	38	estimate	estimate	VERB
iajs-1820	22	39			X
iajs-1820	22	40	burr	burr	NOUN
iajs-1820	22	41	x	x	SYM
iajs-1820	22	42	distribution	distribution	NOUN
iajs-1820	22	43	with	with	ADP
iajs-1820	22	44	known	know	VERB
iajs-1820	22	45	.	.	ADJ
iajs-1820	22	46	expressions	expression	NOUN
iajs-1820	22	47	for	for	ADP
iajs-1820	22	48	main	main	ADJ
iajs-1820	22	49	statistical	statistical	ADJ
iajs-1820	22	50	indicators	indicator	NOUN
iajs-1820	22	51	of	of	ADP
iajs-1820	22	52	the	the	DET
iajs-1820	22	53	proposed	propose	VERB
iajs-1820	22	54	estimator	estimator	NOUN
iajs-1820	22	55	α	α	PROPN
iajs-1820	22	56	were	be	AUX
iajs-1820	22	57	derived	derive	VERB
iajs-1820	22	58	and	and	CCONJ
iajs-1820	22	59	obtained	obtain	VERB
iajs-1820	22	60	.	.	PUNCT
iajs-1820	23	1	discussions	discussion	NOUN
iajs-1820	23	2	and	and	CCONJ
iajs-1820	23	3	numerical	numerical	ADJ
iajs-1820	23	4	results	result	NOUN
iajs-1820	23	5	were	be	AUX
iajs-1820	23	6	achieved	achieve	VERB
iajs-1820	23	7	and	and	CCONJ
iajs-1820	23	8	presented	present	VERB
iajs-1820	23	9	in	in	ADP
iajs-1820	23	10	appropriated	appropriate	VERB
iajs-1820	23	11	table	table	NOUN
iajs-1820	23	12	.	.	PUNCT
iajs-1820	24	1	comparisons	comparison	NOUN
iajs-1820	24	2	were	be	AUX
iajs-1820	24	3	done	do	VERB
iajs-1820	24	4	between	between	ADP
iajs-1820	24	5	the	the	DET
iajs-1820	24	6	suggested	suggest	VERB
iajs-1820	24	7	estimators	estimator	NOUN
iajs-1820	24	8	with	with	ADP
iajs-1820	24	9	standard	standard	ADJ
iajs-1820	24	10	minimax	minimax	NOUN
iajs-1820	24	11	estimator	estimator	NOUN
iajs-1820	24	12	α	α	PROPN
iajs-1820	24	13	as	as	ADV
iajs-1820	24	14	well	well	ADV
iajs-1820	24	15	as	as	ADP
iajs-1820	24	16	with	with	ADP
iajs-1820	24	17	some	some	PRON
iajs-1820	24	18	of	of	ADP
iajs-1820	24	19	the	the	DET
iajs-1820	24	20	last	last	ADJ
iajs-1820	24	21	studies	study	NOUN
iajs-1820	24	22	.	.	PUNCT
iajs-1820	25	1	2	2	X
iajs-1820	25	2	.	.	X
iajs-1820	25	3	minimax	minimax	NOUN
iajs-1820	25	4	estimator	estimator	NOUN
iajs-1820	25	5	of	of	ADP
iajs-1820	25	6			NOUN
iajs-1820	25	7	in	in	ADP
iajs-1820	25	8	this	this	DET
iajs-1820	25	9	section	section	NOUN
iajs-1820	25	10	,	,	PUNCT
iajs-1820	25	11	we	we	PRON
iajs-1820	25	12	obtain	obtain	VERB
iajs-1820	25	13	the	the	DET
iajs-1820	25	14	minimax	minimax	NOUN
iajs-1820	25	15	estimators	estimator	NOUN
iajs-1820	25	16	of	of	ADP
iajs-1820	25	17	the	the	DET
iajs-1820	25	18	parameter	parameter	NOUN
iajs-1820	25	19	α	α	PROPN
iajs-1820	25	20	for	for	ADP
iajs-1820	25	21	the	the	DET
iajs-1820	25	22	burr	burr	NOUN
iajs-1820	25	23	x	x	NOUN
iajs-1820	25	24	distribution	distribution	NOUN
iajs-1820	25	25	depends	depend	VERB
iajs-1820	25	26	on	on	ADP
iajs-1820	25	27	lehmann	lehmann	PROPN
iajs-1820	25	28	s	s	PROPN
iajs-1820	25	29	theorem	theorem	NOUN
iajs-1820	25	30	in	in	ADP
iajs-1820	25	31	(	(	PUNCT
iajs-1820	25	32	1950	1950	NUM
iajs-1820	25	33	)	)	PUNCT
iajs-1820	25	34	.	.	PUNCT
iajs-1820	26	1	agreeing	agree	VERB
iajs-1820	26	2	with	with	ADP
iajs-1820	26	3	this	this	DET
iajs-1820	26	4	theorem	theorem	NOUN
iajs-1820	26	5	,	,	PUNCT
iajs-1820	26	6	consequently	consequently	ADV
iajs-1820	26	7	obtain	obtain	VERB
iajs-1820	26	8	the	the	DET
iajs-1820	26	9	minimax	minimax	NOUN
iajs-1820	26	10	estimator	estimator	NOUN
iajs-1820	26	11	of	of	ADP
iajs-1820	26	12	the	the	DET
iajs-1820	26	13	parameter	parameter	NOUN
iajs-1820	26	14	𝛼	𝛼	PROPN
iajs-1820	26	15	as	as	ADP
iajs-1820	26	16	α	α	PROPN
iajs-1820	26	17	α	α	NOUN
iajs-1820	26	18	n	n	ADV
iajs-1820	26	19	2	2	NUM
iajs-1820	26	20	/	/	SYM
iajs-1820	26	21	∑	∑	PROPN
iajs-1820	26	22	ln	ln	ADJ
iajs-1820	26	23	1	1	NUM
iajs-1820	26	24	e	e	NOUN
iajs-1820	26	25	of	of	ADP
iajs-1820	26	26	the	the	DET
iajs-1820	26	27	burr	burr	NOUN
iajs-1820	26	28	x	x	NOUN
iajs-1820	26	29	distribution	distribution	NOUN
iajs-1820	26	30	in	in	ADP
iajs-1820	26	31	case	case	NOUN
iajs-1820	26	32	of	of	ADP
iajs-1820	26	33	quadratic	quadratic	ADJ
iajs-1820	26	34	loss	loss	NOUN
iajs-1820	26	35	function	function	NOUN
iajs-1820	26	36	.	.	PUNCT
iajs-1820	27	1	it	it	PRON
iajs-1820	27	2	is	be	AUX
iajs-1820	27	3	known	know	VERB
iajs-1820	27	4	,	,	PUNCT
iajs-1820	27	5	the	the	DET
iajs-1820	27	6	mle	mle	NOUN
iajs-1820	27	7	of	of	ADP
iajs-1820	27	8	𝛼	𝛼	PRON
iajs-1820	27	9	in	in	ADP
iajs-1820	27	10	burr	burr	NOUN
iajs-1820	27	11	x	x	SYM
iajs-1820	27	12	distribution	distribution	NOUN
iajs-1820	27	13	when	when	SCONJ
iajs-1820	27	14			ADJ
iajs-1820	27	15	equal	equal	ADJ
iajs-1820	27	16	to	to	ADP
iajs-1820	27	17	one	one	NUM
iajs-1820	27	18	has	have	VERB
iajs-1820	27	19	the	the	DET
iajs-1820	27	20	following	follow	VERB
iajs-1820	27	21	form	form	NOUN
iajs-1820	27	22	;	;	PUNCT
iajs-1820	28	1	[	[	X
iajs-1820	28	2	8]and[9	8]and[9	NOUN
iajs-1820	28	3	]	]	X
iajs-1820	28	4	ihsciconf	ihsciconf	NOUN
iajs-1820	28	5	2017	2017	NUM
iajs-1820	28	6	special	special	ADJ
iajs-1820	28	7	issue	issue	NOUN
iajs-1820	28	8	ibn	ibn	PROPN
iajs-1820	28	9	al	al	PROPN
iajs-1820	28	10	-	-	PUNCT
iajs-1820	28	11	haitham	haitham	PROPN
iajs-1820	28	12	journal	journal	PROPN
iajs-1820	28	13	for	for	ADP
iajs-1820	28	14	pure	pure	ADJ
iajs-1820	28	15	and	and	CCONJ
iajs-1820	28	16	applied	apply	VERB
iajs-1820	28	17	science	science	NOUN
iajs-1820	28	18	https://doi.org/	https://doi.org/	NOUN
iajs-1820	28	19	10.30526/2017.ihsciconf.1820	10.30526/2017.ihsciconf.1820	NOUN
iajs-1820	28	20	for	for	ADP
iajs-1820	28	21	more	more	ADJ
iajs-1820	28	22	information	information	NOUN
iajs-1820	28	23	about	about	ADP
iajs-1820	28	24	the	the	DET
iajs-1820	28	25	conference	conference	NOUN
iajs-1820	28	26	please	please	INTJ
iajs-1820	28	27	visit	visit	VERB
iajs-1820	28	28	the	the	DET
iajs-1820	28	29	websites	website	NOUN
iajs-1820	28	30	:	:	PUNCT
iajs-1820	28	31	http://www.ihsciconf.org/conf/	http://www.ihsciconf.org/conf/	VERB
iajs-1820	28	32	   	   	SPACE
iajs-1820	28	33	www.ihsciconf.org	www.ihsciconf.org	X
iajs-1820	28	34	   	   	SPACE
iajs-1820	28	35	mathematics|486	mathematics|486	PROPN
iajs-1820	28	36	    	    	SPACE
iajs-1820	28	37	𝛼	𝛼	X
iajs-1820	28	38	∑	∑	PUNCT
iajs-1820	28	39	…	…	PUNCT
iajs-1820	28	40	(	(	PUNCT
iajs-1820	28	41	4	4	X
iajs-1820	28	42	)	)	PUNCT
iajs-1820	28	43	reminder	reminder	NOUN
iajs-1820	28	44	,	,	PUNCT
iajs-1820	28	45	when	when	SCONJ
iajs-1820	28	46	xi	xi	X
iajs-1820	28	47	~	~	PUNCT
iajs-1820	28	48	burr	burr	X
iajs-1820	28	49	x	x	SYM
iajs-1820	28	50	(	(	PUNCT
iajs-1820	28	51	,1	,1	NOUN
iajs-1820	28	52	)	)	PUNCT
iajs-1820	28	53	,	,	PUNCT
iajs-1820	28	54	then	then	ADV
iajs-1820	28	55	𝛼	𝛼	VERB
iajs-1820	28	56	∑	∑	PROPN
iajs-1820	28	57	ln	ln	PROPN
iajs-1820	28	58	1	1	NUM
iajs-1820	28	59	𝑒	𝑒	PROPN
iajs-1820	28	60	follow	follow	NOUN
iajs-1820	28	61	gamma	gamma	NOUN
iajs-1820	28	62	population	population	NOUN
iajs-1820	28	63	including	include	VERB
iajs-1820	28	64	n	n	CCONJ
iajs-1820	28	65	shape	shape	NOUN
iajs-1820	28	66	and	and	CCONJ
iajs-1820	28	67	1	1	NUM
iajs-1820	28	68	scale	scale	NOUN
iajs-1820	28	69	;	;	PUNCT
iajs-1820	28	70	g(n,1	g(n,1	PROPN
iajs-1820	28	71	)	)	PUNCT
iajs-1820	28	72	.	.	PUNCT
iajs-1820	29	1	[	[	X
iajs-1820	29	2	4	4	NUM
iajs-1820	29	3	]	]	PUNCT
iajs-1820	29	4	,	,	PUNCT
iajs-1820	29	5	[	[	X
iajs-1820	29	6	8	8	NUM
iajs-1820	29	7	]	]	PUNCT
iajs-1820	29	8	and	and	CCONJ
iajs-1820	29	9	[	[	X
iajs-1820	29	10	9	9	NUM
iajs-1820	29	11	]	]	PUNCT
iajs-1820	29	12	.	.	PUNCT
iajs-1820	30	1	i.e.	i.e.	X
iajs-1820	30	2	;	;	PUNCT
iajs-1820	30	3	𝐸	𝐸	PROPN
iajs-1820	30	4	𝛼	𝛼	PART
iajs-1820	30	5	𝛼	𝛼	NOUN
iajs-1820	30	6	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
iajs-1820	30	7	𝑣𝑎𝑟	𝑣𝑎𝑟	NOUN
iajs-1820	30	8	𝛼	𝛼	NOUN
iajs-1820	30	9	𝛼	𝛼	NOUN
iajs-1820	30	10	.	.	PUNCT
iajs-1820	31	1	by	by	ADP
iajs-1820	31	2	using	use	VERB
iajs-1820	31	3	(	(	PUNCT
iajs-1820	31	4	4	4	NUM
iajs-1820	31	5	)	)	PUNCT
iajs-1820	31	6	,	,	PUNCT
iajs-1820	31	7	then	then	ADV
iajs-1820	31	8	bias	bias	VERB
iajs-1820	31	9	α	α	NOUN
iajs-1820	31	10	e	e	NOUN
iajs-1820	31	11	α	α	NOUN
iajs-1820	31	12	α	α	NOUN
iajs-1820	31	13	α	α	NOUN
iajs-1820	31	14	n	n	PRON
iajs-1820	31	15	1	1	NUM
iajs-1820	31	16	𝑉ar	𝑉ar	PROPN
iajs-1820	31	17	α	α	PROPN
iajs-1820	31	18	n	n	NOUN
iajs-1820	31	19	1	1	NUM
iajs-1820	31	20	n	n	NOUN
iajs-1820	31	21	.	.	PUNCT
iajs-1820	32	1	var	var	NOUN
iajs-1820	32	2	α	α	PROPN
iajs-1820	32	3	α	α	PROPN
iajs-1820	32	4	mse	mse	PROPN
iajs-1820	32	5	α	α	PROPN
iajs-1820	32	6	var	var	NOUN
iajs-1820	32	7	α	α	PRON
iajs-1820	32	8	bias	bias	NOUN
iajs-1820	32	9	α	α	X
iajs-1820	32	10	α	α	NOUN
iajs-1820	32	11	n	n	ADP
iajs-1820	32	12	1	1	NUM
iajs-1820	32	13	3	3	NUM
iajs-1820	32	14	.	.	PUNCT
iajs-1820	32	15	minimax	minimax	NOUN
iajs-1820	32	16	shrinkage	shrinkage	NOUN
iajs-1820	32	17	estimator	estimator	NOUN
iajs-1820	32	18			NUM
iajs-1820	32	19	this	this	DET
iajs-1820	32	20	section	section	NOUN
iajs-1820	32	21	involves	involve	VERB
iajs-1820	32	22	the	the	DET
iajs-1820	32	23	suggestion	suggestion	NOUN
iajs-1820	32	24	of	of	ADP
iajs-1820	32	25	special	special	ADJ
iajs-1820	32	26	case	case	NOUN
iajs-1820	32	27	of	of	ADP
iajs-1820	32	28	pretest	pret	ADJ
iajs-1820	32	29	shrunken	shrunken	ADJ
iajs-1820	32	30	estimator	estimator	NOUN
iajs-1820	32	31	α	α	PROPN
iajs-1820	32	32	which	which	PRON
iajs-1820	32	33	is	be	AUX
iajs-1820	32	34	defined	define	VERB
iajs-1820	32	35	in	in	ADP
iajs-1820	32	36	(	(	PUNCT
iajs-1820	32	37	3	3	X
iajs-1820	32	38	)	)	PUNCT
iajs-1820	32	39	using	use	VERB
iajs-1820	32	40	minimax	minimax	NOUN
iajs-1820	32	41	estimator	estimator	NOUN
iajs-1820	32	42	𝛼	𝛼	NOUN
iajs-1820	32	43	for	for	ADP
iajs-1820	32	44	estimate	estimate	NOUN
iajs-1820	32	45			NOUN
iajs-1820	32	46	of	of	ADP
iajs-1820	32	47	burr	burr	NOUN
iajs-1820	32	48	x	x	SYM
iajs-1820	32	49	distribution	distribution	NOUN
iajs-1820	32	50	when	when	SCONJ
iajs-1820	32	51			ADJ
iajs-1820	32	52	=	=	X
iajs-1820	32	53	1	1	NUM
iajs-1820	32	54	,	,	PUNCT
iajs-1820	32	55	𝛼	𝛼	NOUN
iajs-1820	32	56	𝛼	𝛼	NOUN
iajs-1820	32	57	,	,	PUNCT
iajs-1820	32	58	𝑅	𝑅	PROPN
iajs-1820	32	59	𝛼	𝛼	PROPN
iajs-1820	32	60	,	,	PUNCT
iajs-1820	32	61	𝑖𝑓𝛼	𝑖𝑓𝛼	PROPN
iajs-1820	32	62	∈	∈	PROPN
iajs-1820	32	63	𝑅	𝑅	PROPN
iajs-1820	32	64	𝑘	𝑘	PROPN
iajs-1820	32	65	𝛼	𝛼	X
iajs-1820	32	66	𝛼	𝛼	NOUN
iajs-1820	32	67	𝛼	𝛼	NOUN
iajs-1820	32	68	,	,	PUNCT
iajs-1820	32	69	𝑖𝑓	𝑖𝑓	ADP
iajs-1820	32	70	𝛼	𝛼	PROPN
iajs-1820	32	71	∉	∉	PROPN
iajs-1820	32	72	𝑅	𝑅	PROPN
iajs-1820	32	73	…	…	PUNCT
iajs-1820	32	74	5	5	NUM
iajs-1820	32	75	  	  	SPACE
iajs-1820	32	76	when	when	SCONJ
iajs-1820	32	77	ψ1	ψ1	ADJ
iajs-1820	32	78	𝛼	𝛼	NOUN
iajs-1820	32	79	0	0	NUM
iajs-1820	32	80	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
iajs-1820	32	81	ψ2	ψ2	NOUN
iajs-1820	32	82	𝛼	𝛼	VERB
iajs-1820	32	83	𝑘	𝑘	NOUN
iajs-1820	32	84	.	.	PUNCT
iajs-1820	33	1	;	;	PUNCT
iajs-1820	33	2	𝑐	𝑐	PRON
iajs-1820	33	3	𝜒	𝜒	X
iajs-1820	33	4	,	,	PUNCT
iajs-1820	33	5	100	100	NUM
iajs-1820	33	6	such	such	ADJ
iajs-1820	33	7	that	that	SCONJ
iajs-1820	33	8	(	(	PUNCT
iajs-1820	33	9	0	0	NUM
iajs-1820	33	10	<	<	X
iajs-1820	33	11	k	k	X
iajs-1820	33	12	<	<	X
iajs-1820	33	13	1	1	NUM
iajs-1820	33	14	)	)	PUNCT
iajs-1820	33	15	,	,	PUNCT
iajs-1820	33	16	and	and	CCONJ
iajs-1820	33	17	r	r	NOUN
iajs-1820	33	18	refer	refer	VERB
iajs-1820	33	19	to	to	ADP
iajs-1820	33	20	pretest	pretest	ADJ
iajs-1820	33	21	region	region	NOUN
iajs-1820	33	22	for	for	ADP
iajs-1820	33	23	testing	test	VERB
iajs-1820	33	24	ho	ho	ADJ
iajs-1820	33	25	:	:	PUNCT
iajs-1820	33	26			X
iajs-1820	33	27	=	=	SYM
iajs-1820	33	28	0	0	PUNCT
iajs-1820	33	29	vs.	vs.	X
iajs-1820	33	30	h1	h1	PROPN
iajs-1820	33	31	:	:	PUNCT
iajs-1820	33	32			X
iajs-1820	33	33			NOUN
iajs-1820	33	34	0	0	PUNCT
iajs-1820	33	35	through	through	ADP
iajs-1820	33	36	level	level	NOUN
iajs-1820	33	37	of	of	ADP
iajs-1820	33	38	significance	significance	NOUN
iajs-1820	33	39	(	(	PUNCT
iajs-1820	33	40			NOUN
iajs-1820	33	41	)	)	PUNCT
iajs-1820	33	42	via	via	ADP
iajs-1820	33	43	statistic	statistic	ADJ
iajs-1820	33	44	test	test	NOUN
iajs-1820	33	45	function	function	NOUN
iajs-1820	33	46	tt	tt	PROPN
iajs-1820	33	47	i.e.;r	i.e.;r	PROPN
iajs-1820	33	48	a	a	DET
iajs-1820	33	49	b	b	PROPN
iajs-1820	33	50	…	…	PUNCT
iajs-1820	33	51	(	(	PUNCT
iajs-1820	33	52	6	6	NUM
iajs-1820	33	53	)	)	PUNCT
iajs-1820	33	54	where	where	SCONJ
iajs-1820	33	55	a	a	DET
iajs-1820	33	56	χ	χ	NOUN
iajs-1820	33	57	,	,	PUNCT
iajs-1820	33	58	and	and	CCONJ
iajs-1820	33	59	b	b	X
iajs-1820	33	60	χ	χ	NOUN
iajs-1820	33	61	,	,	PUNCT
iajs-1820	33	62	the	the	DET
iajs-1820	33	63	derivation	derivation	NOUN
iajs-1820	33	64	of	of	ADP
iajs-1820	33	65	bias	bias	NOUN
iajs-1820	33	66	equation	equation	NOUN
iajs-1820	33	67	for	for	ADP
iajs-1820	33	68	α	α	PROPN
iajs-1820	33	69	is	be	AUX
iajs-1820	33	70	𝐵𝑖𝑎𝑠	𝐵𝑖𝑎𝑠	PROPN
iajs-1820	33	71	𝛼|𝛼	𝛼|𝛼	NOUN
iajs-1820	33	72	;	;	PUNCT
iajs-1820	33	73	𝑅	𝑅	PROPN
iajs-1820	33	74	𝐸	𝐸	PROPN
iajs-1820	33	75	𝛼	𝛼	PART
iajs-1820	33	76	𝛼	𝛼	NOUN
iajs-1820	33	77	𝛼	𝛼	X
iajs-1820	33	78	𝛼	𝛼	NOUN
iajs-1820	33	79	𝑓	𝑓	PROPN
iajs-1820	33	80	𝛼	𝛼	NOUN
iajs-1820	33	81	𝑑	𝑑	NOUN
iajs-1820	33	82	𝛼	𝛼	X
iajs-1820	33	83	𝑘	𝑘	X
iajs-1820	33	84	𝛼	𝛼	X
iajs-1820	33	85	𝛼	𝛼	NOUN
iajs-1820	33	86	𝛼	𝛼	X
iajs-1820	33	87	𝛼	𝛼	NOUN
iajs-1820	33	88	𝑓	𝑓	DET
iajs-1820	33	89	𝛼	𝛼	NOUN
iajs-1820	33	90	𝑑𝛼	𝑑𝛼	NOUN
iajs-1820	33	91	wherever	wherever	SCONJ
iajs-1820	33	92	,	,	PUNCT
iajs-1820	33	93	refers	refer	VERB
iajs-1820	33	94	to	to	ADP
iajs-1820	33	95	supplemented	supplemented	ADJ
iajs-1820	33	96	region	region	NOUN
iajs-1820	33	97	of	of	ADP
iajs-1820	33	98	r	r	NOUN
iajs-1820	33	99	,	,	PUNCT
iajs-1820	33	100	and	and	CCONJ
iajs-1820	33	101	r	r	NOUN
iajs-1820	33	102	ihsciconf	ihsciconf	NOUN
iajs-1820	33	103	2017	2017	NUM
iajs-1820	33	104	special	special	ADJ
iajs-1820	33	105	issue	issue	NOUN
iajs-1820	33	106	ibn	ibn	PROPN
iajs-1820	33	107	al	al	PROPN
iajs-1820	33	108	-	-	PUNCT
iajs-1820	33	109	haitham	haitham	PROPN
iajs-1820	33	110	journal	journal	PROPN
iajs-1820	33	111	for	for	ADP
iajs-1820	33	112	pure	pure	ADJ
iajs-1820	33	113	and	and	CCONJ
iajs-1820	33	114	applied	apply	VERB
iajs-1820	33	115	science	science	NOUN
iajs-1820	33	116	https://doi.org/	https://doi.org/	NOUN
iajs-1820	33	117	10.30526/2017.ihsciconf.1820	10.30526/2017.ihsciconf.1820	NOUN
iajs-1820	33	118	for	for	ADP
iajs-1820	33	119	more	more	ADJ
iajs-1820	33	120	information	information	NOUN
iajs-1820	33	121	about	about	ADP
iajs-1820	33	122	the	the	DET
iajs-1820	33	123	conference	conference	NOUN
iajs-1820	33	124	please	please	INTJ
iajs-1820	33	125	visit	visit	VERB
iajs-1820	33	126	the	the	DET
iajs-1820	33	127	websites	website	NOUN
iajs-1820	33	128	:	:	PUNCT
iajs-1820	33	129	http://www.ihsciconf.org/conf/	http://www.ihsciconf.org/conf/	VERB
iajs-1820	33	130	   	   	SPACE
iajs-1820	33	131	www.ihsciconf.org	www.ihsciconf.org	ADJ
iajs-1820	33	132	   	   	SPACE
iajs-1820	33	133	mathematics|487	mathematics|487	ADJ
iajs-1820	33	134	    	    	SPACE
iajs-1820	33	135	f	f	PROPN
iajs-1820	33	136	α	α	PROPN
iajs-1820	33	137	n	n	ADP
iajs-1820	33	138	2	2	NUM
iajs-1820	33	139	α	α	NOUN
iajs-1820	33	140	αb	αb	ADP
iajs-1820	33	141	n	n	ADV
iajs-1820	33	142	1	1	NUM
iajs-1820	33	143	.e	.e	NOUN
iajs-1820	33	144	n	n	ADP
iajs-1820	33	145	2	2	NUM
iajs-1820	33	146	α	α	NOUN
iajs-1820	33	147	αb	αb	ADP
iajs-1820	33	148	γ	γ	PROPN
iajs-1820	33	149	n	n	PROPN
iajs-1820	33	150	.	.	PUNCT
iajs-1820	34	1	n	n	CCONJ
iajs-1820	34	2	2	2	NUM
iajs-1820	34	3	α	α	NOUN
iajs-1820	34	4	,	,	PUNCT
iajs-1820	34	5	αb	αb	ADP
iajs-1820	34	6	0	0	NUM
iajs-1820	34	7	…	…	PUNCT
iajs-1820	34	8	(	(	PUNCT
iajs-1820	34	9	7	7	X
iajs-1820	34	10	)	)	PUNCT
iajs-1820	34	11	we	we	PRON
iajs-1820	34	12	conclude	conclude	VERB
iajs-1820	34	13	,	,	PUNCT
iajs-1820	34	14	𝐵𝑖𝑎𝑠	𝐵𝑖𝑎𝑠	PROPN
iajs-1820	34	15	𝛼|𝛼	𝛼|𝛼	PROPN
iajs-1820	34	16	;	;	PUNCT
iajs-1820	34	17	𝑅	𝑅	PROPN
iajs-1820	34	18	𝛼	𝛼	PROPN
iajs-1820	34	19	𝑛	𝑛	PROPN
iajs-1820	34	20	2	2	NUM
iajs-1820	34	21	𝑐	𝑐	PROPN
iajs-1820	34	22	𝜁	𝜁	PROPN
iajs-1820	34	23	𝑛	𝑛	PROPN
iajs-1820	34	24	𝑐	𝑐	NOUN
iajs-1820	34	25	𝜁	𝜁	PROPN
iajs-1820	34	26	𝜁	𝜁	PROPN
iajs-1820	34	27	1	1	NUM
iajs-1820	34	28	𝑛	𝑛	PROPN
iajs-1820	34	29	2	2	NUM
iajs-1820	34	30	𝑐	𝑐	PROPN
iajs-1820	34	31	𝜁𝐽	𝜁𝐽	NOUN
iajs-1820	34	32	𝑎∗	𝑎∗	PROPN
iajs-1820	34	33	,	,	PUNCT
iajs-1820	34	34	𝑏∗	𝑏∗	PROPN
iajs-1820	34	35	1	1	NUM
iajs-1820	34	36	𝑐	𝑐	PROPN
iajs-1820	34	37	𝜁	𝜁	PROPN
iajs-1820	34	38	𝐽	𝐽	PROPN
iajs-1820	34	39	𝑎∗	𝑎∗	PROPN
iajs-1820	34	40	,	,	PUNCT
iajs-1820	34	41	𝑏∗	𝑏∗	PROPN
iajs-1820	34	42	  	  	SPACE
iajs-1820	34	43	anywhere	anywhere	ADV
iajs-1820	34	44	,	,	PUNCT
iajs-1820	34	45	𝐽	𝐽	PROPN
iajs-1820	34	46	𝑎∗	𝑎∗	PROPN
iajs-1820	34	47	,	,	PUNCT
iajs-1820	34	48	𝑏∗	𝑏∗	PROPN
iajs-1820	34	49	𝑑𝑦	𝑑𝑦	ADV
iajs-1820	34	50	;	;	PUNCT
iajs-1820	34	51	𝑙	𝑙	PROPN
iajs-1820	34	52	0,1,2	0,1,2	NUM
iajs-1820	34	53	,	,	PUNCT
iajs-1820	34	54	…	…	PUNCT
iajs-1820	34	55	∗	∗	NOUN
iajs-1820	34	56	∗	∗	NOUN
iajs-1820	34	57	…	…	PUNCT
iajs-1820	34	58	(	(	PUNCT
iajs-1820	34	59	8)	8)	NUM
iajs-1820	34	60	also	also	ADV
iajs-1820	34	61	ζ	ζ	NOUN
iajs-1820	34	62	α	α	NOUN
iajs-1820	34	63	α	α	NOUN
iajs-1820	34	64	,	,	PUNCT
iajs-1820	34	65	a∗	a∗	PROPN
iajs-1820	34	66	2ζ	2ζ	NUM
iajs-1820	34	67	.	.	PUNCT
iajs-1820	35	1	a	a	DET
iajs-1820	35	2	,	,	PUNCT
iajs-1820	35	3	b∗	b∗	ADJ
iajs-1820	35	4	2ζ	2ζ	NUM
iajs-1820	35	5	.	.	PUNCT
iajs-1820	36	1	b	b	X
iajs-1820	36	2	and	and	CCONJ
iajs-1820	36	3	y	y	PROPN
iajs-1820	36	4	𝑛	𝑛	PROPN
iajs-1820	37	1	2	2	NUM
iajs-1820	37	2	α	α	NOUN
iajs-1820	37	3	α	α	NOUN
iajs-1820	37	4	…	…	SYM
iajs-1820	37	5	9	9	NUM
iajs-1820	37	6	bias	bias	NOUN
iajs-1820	37	7	ratio	ratio	NOUN
iajs-1820	37	8	[	[	X
iajs-1820	37	9	b	b	X
iajs-1820	37	10	(	(	PUNCT
iajs-1820	37	11	𝛼	𝛼	NOUN
iajs-1820	37	12	)	)	PUNCT
iajs-1820	37	13	]	]	X
iajs-1820	37	14	well	well	ADV
iajs-1820	37	15	-	-	PUNCT
iajs-1820	37	16	defined	define	VERB
iajs-1820	37	17	as	as	ADP
iajs-1820	37	18	:	:	PUNCT
iajs-1820	37	19	b	b	NOUN
iajs-1820	37	20	α	α	PROPN
iajs-1820	37	21	bias	bias	NOUN
iajs-1820	37	22	α	α	PROPN
iajs-1820	37	23	|α	|α	NOUN
iajs-1820	37	24	;	;	PUNCT
iajs-1820	37	25	r	r	NOUN
iajs-1820	37	26	α	α	NOUN
iajs-1820	37	27	…	…	PUNCT
iajs-1820	37	28	10	10	NUM
iajs-1820	37	29	derivation	derivation	NOUN
iajs-1820	37	30	of	of	ADP
iajs-1820	37	31	mse	mse	NOUN
iajs-1820	37	32	(	(	PUNCT
iajs-1820	37	33	𝛼	𝛼	NOUN
iajs-1820	37	34	)	)	PUNCT
iajs-1820	37	35	will	will	AUX
iajs-1820	37	36	be	be	AUX
iajs-1820	37	37	as	as	ADV
iajs-1820	37	38	below	below	ADV
iajs-1820	37	39	:	:	PUNCT
iajs-1820	37	40	mse	mse	NOUN
iajs-1820	37	41	α|α	α|α	NOUN
iajs-1820	37	42	;	;	PUNCT
iajs-1820	37	43	r	r	NOUN
iajs-1820	37	44	e	e	NOUN
iajs-1820	37	45	α	α	NOUN
iajs-1820	37	46	α	α	NOUN
iajs-1820	37	47	𝛼	𝛼	NOUN
iajs-1820	37	48	𝛼	𝛼	NOUN
iajs-1820	37	49	𝑓	𝑓	PROPN
iajs-1820	37	50	𝛼	𝛼	NOUN
iajs-1820	37	51	𝑑	𝑑	NOUN
iajs-1820	37	52	𝛼	𝛼	X
iajs-1820	37	53	𝑘	𝑘	X
iajs-1820	37	54	𝛼	𝛼	X
iajs-1820	37	55	𝛼	𝛼	NOUN
iajs-1820	37	56	𝛼	𝛼	X
iajs-1820	37	57	𝛼	𝛼	NOUN
iajs-1820	37	58	𝑓	𝑓	PRON
iajs-1820	37	59	𝛼	𝛼	X
iajs-1820	37	60	𝑑𝛼	𝑑𝛼	NOUN
iajs-1820	37	61	𝛼	𝛼	X
iajs-1820	37	62	𝛼	𝛼	NOUN
iajs-1820	37	63	𝑓	𝑓	PROPN
iajs-1820	37	64	𝛼	𝛼	NOUN
iajs-1820	37	65	𝑑	𝑑	NOUN
iajs-1820	37	66	𝛼	𝛼	NOUN
iajs-1820	37	67	𝑛	𝑛	PRON
iajs-1820	37	68	2	2	NUM
iajs-1820	37	69	𝛼	𝛼	NOUN
iajs-1820	37	70	𝑐	𝑐	NOUN
iajs-1820	37	71	𝑛	𝑛	PRON
iajs-1820	37	72	2	2	NUM
iajs-1820	37	73	𝛼	𝛼	NOUN
iajs-1820	37	74	𝛼𝑐	𝛼𝑐	NOUN
iajs-1820	37	75	𝛼	𝛼	NOUN
iajs-1820	37	76	𝛼	𝛼	NOUN
iajs-1820	37	77	𝑓	𝑓	PRON
iajs-1820	37	78	𝛼	𝛼	PART
iajs-1820	37	79	𝑑𝛼	𝑑𝛼	NOUN
iajs-1820	37	80	𝑛	𝑛	PROPN
iajs-1820	37	81	2	2	NUM
iajs-1820	37	82	𝛼	𝛼	NOUN
iajs-1820	37	83	𝑐	𝑐	NOUN
iajs-1820	37	84	𝑛	𝑛	PRON
iajs-1820	37	85	2	2	NUM
iajs-1820	37	86	𝛼	𝛼	NOUN
iajs-1820	37	87	𝛼𝑐	𝛼𝑐	NOUN
iajs-1820	37	88	𝛼	𝛼	NOUN
iajs-1820	37	89	𝛼	𝛼	NOUN
iajs-1820	37	90	𝑓	𝑓	PROPN
iajs-1820	37	91	𝛼	𝛼	X
iajs-1820	37	92	𝑑𝛼	𝑑𝛼	NOUN
iajs-1820	37	93	  	  	SPACE
iajs-1820	37	94	some	some	PRON
iajs-1820	37	95	by	by	ADP
iajs-1820	37	96	simplification	simplification	NOUN
iajs-1820	37	97	,	,	PUNCT
iajs-1820	37	98	the	the	DET
iajs-1820	37	99	above	above	ADJ
iajs-1820	37	100	equation	equation	NOUN
iajs-1820	37	101	became	become	VERB
iajs-1820	37	102	:	:	PUNCT
iajs-1820	37	103	  	  	SPACE
iajs-1820	37	104	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
iajs-1820	37	105	𝛼|𝛼	𝛼|𝛼	ADP
iajs-1820	37	106	;	;	PUNCT
iajs-1820	37	107	𝑅	𝑅	PROPN
iajs-1820	37	108	𝛼	𝛼	PROPN
iajs-1820	37	109	𝑛	𝑛	PROPN
iajs-1820	37	110	2	2	NUM
iajs-1820	37	111	𝑐	𝑐	NOUN
iajs-1820	37	112	𝜁	𝜁	PROPN
iajs-1820	37	113	2	2	NUM
iajs-1820	37	114	𝑛	𝑛	PRON
iajs-1820	37	115	𝑛	𝑛	PRON
iajs-1820	37	116	2	2	NUM
iajs-1820	37	117	𝑐	𝑐	PROPN
iajs-1820	37	118	𝜁	𝜁	NOUN
iajs-1820	37	119	𝑛	𝑛	PRON
iajs-1820	37	120	𝑛	𝑛	PROPN
iajs-1820	37	121	1	1	NUM
iajs-1820	37	122	𝑐	𝑐	SYM
iajs-1820	37	123	𝜁	𝜁	PROPN
iajs-1820	37	124	2	2	NUM
iajs-1820	37	125	𝑛	𝑛	DET
iajs-1820	37	126	2	2	NUM
iajs-1820	37	127	𝑐	𝑐	NOUN
iajs-1820	37	128	𝜁	𝜁	PROPN
iajs-1820	37	129	𝜁	𝜁	PROPN
iajs-1820	37	130	1	1	NUM
iajs-1820	37	131	2	2	NUM
iajs-1820	37	132	𝑛	𝑛	PROPN
iajs-1820	37	133	𝑐	𝑐	NOUN
iajs-1820	37	134	𝜁	𝜁	PROPN
iajs-1820	37	135	𝜁	𝜁	PROPN
iajs-1820	37	136	1	1	NUM
iajs-1820	37	137	𝜁	𝜁	PROPN
iajs-1820	37	138	1	1	NUM
iajs-1820	37	139	𝑛	𝑛	DET
iajs-1820	37	140	2	2	NUM
iajs-1820	37	141	𝑐	𝑐	NOUN
iajs-1820	37	142	𝜁	𝜁	PROPN
iajs-1820	37	143	𝐽	𝐽	PROPN
iajs-1820	37	144	𝑎∗	𝑎∗	PROPN
iajs-1820	37	145	,	,	PUNCT
iajs-1820	37	146	𝑏∗	𝑏∗	PROPN
iajs-1820	37	147	2	2	NUM
iajs-1820	37	148	𝑛	𝑛	PROPN
iajs-1820	37	149	2	2	NUM
iajs-1820	37	150	𝑐	𝑐	NOUN
iajs-1820	37	151	𝜁	𝜁	PROPN
iajs-1820	37	152	𝐽	𝐽	PROPN
iajs-1820	37	153	𝑎∗	𝑎∗	PROPN
iajs-1820	37	154	,	,	PUNCT
iajs-1820	37	155	𝑏∗	𝑏∗	PROPN
iajs-1820	37	156	1	1	NUM
iajs-1820	37	157	𝑐	𝑐	PROPN
iajs-1820	37	158	𝜁	𝜁	PROPN
iajs-1820	37	159	𝐽	𝐽	PROPN
iajs-1820	37	160	𝑎∗	𝑎∗	PROPN
iajs-1820	37	161	,	,	PUNCT
iajs-1820	37	162	𝑏∗	𝑏∗	PROPN
iajs-1820	37	163	2	2	NUM
iajs-1820	37	164	𝑛	𝑛	PROPN
iajs-1820	37	165	2	2	NUM
iajs-1820	37	166	𝑐	𝑐	NOUN
iajs-1820	37	167	𝜁	𝜁	PROPN
iajs-1820	37	168	𝜁	𝜁	PROPN
iajs-1820	37	169	1	1	NUM
iajs-1820	37	170	𝐽	𝐽	NOUN
iajs-1820	37	171	𝑎∗	𝑎∗	PROPN
iajs-1820	37	172	,	,	PUNCT
iajs-1820	37	173	𝑏∗	𝑏∗	PROPN
iajs-1820	37	174	2	2	NUM
iajs-1820	37	175	1	1	NUM
iajs-1820	37	176	𝑐	𝑐	NOUN
iajs-1820	37	177	𝜁	𝜁	PROPN
iajs-1820	37	178	𝜁	𝜁	PROPN
iajs-1820	37	179	1	1	NUM
iajs-1820	37	180	𝐽	𝐽	NOUN
iajs-1820	37	181	𝑎∗	𝑎∗	PROPN
iajs-1820	37	182	,	,	PUNCT
iajs-1820	37	183	𝑏∗	𝑏∗	PROPN
iajs-1820	37	184	  	  	SPACE
iajs-1820	37	185	…	…	PUNCT
iajs-1820	37	186	(	(	PUNCT
iajs-1820	37	187	11	11	NUM
iajs-1820	37	188	)	)	PUNCT
iajs-1820	37	189	the	the	DET
iajs-1820	37	190	relative	relative	ADJ
iajs-1820	37	191	efficiency	efficiency	NOUN
iajs-1820	37	192	of	of	ADP
iajs-1820	37	193	α	α	PRON
iajs-1820	37	194	to	to	ADP
iajs-1820	37	195	α	α	PROPN
iajs-1820	37	196	is	be	AUX
iajs-1820	37	197	:	:	PUNCT
iajs-1820	37	198	r.	r.	PROPN
iajs-1820	37	199	eff	eff	PROPN
iajs-1820	37	200	α|α	α|α	PROPN
iajs-1820	37	201	;	;	PUNCT
iajs-1820	37	202	ri	ri	PROPN
iajs-1820	37	203	mse	mse	PROPN
iajs-1820	37	204	α	α	PROPN
iajs-1820	37	205	mse	mse	PROPN
iajs-1820	37	206	α|α	α|α	NOUN
iajs-1820	37	207	;	;	PUNCT
iajs-1820	37	208	r	r	NOUN
iajs-1820	37	209	…	…	PUNCT
iajs-1820	37	210	12	12	NUM
iajs-1820	37	211	  	  	SPACE
iajs-1820	37	212	4	4	NUM
iajs-1820	37	213	.	.	PUNCT
iajs-1820	37	214	discussion	discussion	NOUN
iajs-1820	37	215	and	and	CCONJ
iajs-1820	37	216	numerical	numerical	ADJ
iajs-1820	37	217	results	result	NOUN
iajs-1820	37	218	the	the	DET
iajs-1820	37	219	calculations	calculation	NOUN
iajs-1820	37	220	of	of	ADP
iajs-1820	37	221	the	the	DET
iajs-1820	37	222	equations	equation	NOUN
iajs-1820	37	223	(	(	PUNCT
iajs-1820	37	224	10),(11	10),(11	NOUN
iajs-1820	37	225	)	)	PUNCT
iajs-1820	37	226	and	and	CCONJ
iajs-1820	37	227	(	(	PUNCT
iajs-1820	37	228	12	12	NUM
iajs-1820	37	229	)	)	PUNCT
iajs-1820	37	230	,	,	PUNCT
iajs-1820	37	231	were	be	AUX
iajs-1820	37	232	performed	perform	VERB
iajs-1820	37	233	for	for	ADP
iajs-1820	37	234	n	n	PROPN
iajs-1820	37	235	=	=	SYM
iajs-1820	37	236	4,6,8,10,12	4,6,8,10,12	PROPN
iajs-1820	37	237	,	,	PUNCT
iajs-1820	37	238	𝜁=	𝜁=	VERB
iajs-1820	37	239	0/	0/	X
iajs-1820	38	1	=	=	PUNCT
iajs-1820	38	2	0.25(0.25)2	0.25(0.25)2	NUM
iajs-1820	38	3	and	and	CCONJ
iajs-1820	38	4			NOUN
iajs-1820	39	1	=	=	NOUN
iajs-1820	39	2	0.01,0.05,0.1	0.01,0.05,0.1	NOUN
iajs-1820	39	3	,	,	PUNCT
iajs-1820	39	4	for	for	ADP
iajs-1820	39	5	the	the	DET
iajs-1820	39	6	estimator	estimator	NOUN
iajs-1820	39	7	α	α	PROPN
iajs-1820	39	8	.	.	PUNCT
iajs-1820	40	1	these	these	DET
iajs-1820	40	2	calculations	calculation	NOUN
iajs-1820	40	3	are	be	AUX
iajs-1820	40	4	prearranged	prearrange	VERB
iajs-1820	40	5	in	in	ADP
iajs-1820	40	6	attached	attach	VERB
iajs-1820	40	7	table	table	NOUN
iajs-1820	40	8	and	and	CCONJ
iajs-1820	40	9	consequence	consequence	VERB
iajs-1820	40	10	the	the	DET
iajs-1820	40	11	following	following	NOUN
iajs-1820	40	12	:	:	PUNCT
iajs-1820	40	13	ihsciconf	ihsciconf	PROPN
iajs-1820	40	14	2017	2017	NUM
iajs-1820	40	15	special	special	ADJ
iajs-1820	40	16	issue	issue	NOUN
iajs-1820	40	17	ibn	ibn	PROPN
iajs-1820	40	18	al	al	PROPN
iajs-1820	40	19	-	-	PUNCT
iajs-1820	40	20	haitham	haitham	PROPN
iajs-1820	40	21	journal	journal	PROPN
iajs-1820	40	22	for	for	ADP
iajs-1820	40	23	pure	pure	ADJ
iajs-1820	40	24	and	and	CCONJ
iajs-1820	40	25	applied	apply	VERB
iajs-1820	40	26	science	science	NOUN
iajs-1820	40	27	https://doi.org/	https://doi.org/	NOUN
iajs-1820	40	28	10.30526/2017.ihsciconf.1820	10.30526/2017.ihsciconf.1820	NOUN
iajs-1820	40	29	for	for	ADP
iajs-1820	40	30	more	more	ADJ
iajs-1820	40	31	information	information	NOUN
iajs-1820	40	32	about	about	ADP
iajs-1820	40	33	the	the	DET
iajs-1820	40	34	conference	conference	NOUN
iajs-1820	40	35	please	please	INTJ
iajs-1820	40	36	visit	visit	VERB
iajs-1820	40	37	the	the	DET
iajs-1820	40	38	websites	website	NOUN
iajs-1820	40	39	:	:	PUNCT
iajs-1820	40	40	http://www.ihsciconf.org/conf/	http://www.ihsciconf.org/conf/	VERB
iajs-1820	40	41	   	   	SPACE
iajs-1820	40	42	www.ihsciconf.org	www.ihsciconf.org	ADJ
iajs-1820	40	43	   	   	SPACE
iajs-1820	40	44	mathematics|488	mathematics|488	PROPN
iajs-1820	40	45	    	    	SPACE
iajs-1820	40	46	i.	i.	PROPN
iajs-1820	40	47	r.eff(α	r.eff(α	PROPN
iajs-1820	40	48	)	)	PUNCT
iajs-1820	40	49	has	have	VERB
iajs-1820	40	50	opposite	opposite	ADJ
iajs-1820	40	51	relational	relational	NOUN
iajs-1820	40	52	with	with	ADP
iajs-1820	40	53	small	small	ADJ
iajs-1820	40	54	value	value	NOUN
iajs-1820	40	55	of	of	ADP
iajs-1820	40	56			NOUN
iajs-1820	40	57	especially	especially	ADV
iajs-1820	40	58	when	when	SCONJ
iajs-1820	40	59	𝜁	𝜁	PROPN
iajs-1820	40	60	=	=	SYM
iajs-1820	40	61	1	1	NUM
iajs-1820	40	62	ii	ii	NOUN
iajs-1820	40	63	.	.	PUNCT
iajs-1820	41	1	when	when	SCONJ
iajs-1820	41	2	𝜁	𝜁	PROPN
iajs-1820	41	3	=	=	SYM
iajs-1820	41	4	1	1	NUM
iajs-1820	41	5	,	,	PUNCT
iajs-1820	41	6	the	the	DET
iajs-1820	41	7	r.eff	r.eff	PROPN
iajs-1820	41	8	(	(	PUNCT
iajs-1820	41	9	α	α	NOUN
iajs-1820	41	10	)	)	PUNCT
iajs-1820	41	11	takes	take	VERB
iajs-1820	41	12	height	height	NOUN
iajs-1820	41	13	value	value	NOUN
iajs-1820	41	14	for	for	ADP
iajs-1820	41	15	each	each	DET
iajs-1820	41	16	n	n	NOUN
iajs-1820	41	17	,	,	PUNCT
iajs-1820	41	18			ADJ
iajs-1820	41	19	,	,	PUNCT
iajs-1820	41	20	and	and	CCONJ
iajs-1820	41	21	lessening	lessen	VERB
iajs-1820	41	22	otherwise	otherwise	ADV
iajs-1820	41	23	(	(	PUNCT
iajs-1820	41	24	𝜁	𝜁	PROPN
iajs-1820	41	25	1	1	NOUN
iajs-1820	41	26	)	)	PUNCT
iajs-1820	41	27	.	.	PUNCT
iajs-1820	42	1	iii	iii	X
iajs-1820	42	2	.	.	PUNCT
iajs-1820	42	3	b(α	b(α	X
iajs-1820	42	4	)	)	PUNCT
iajs-1820	42	5	are	be	AUX
iajs-1820	42	6	almost	almost	ADV
iajs-1820	42	7	small	small	ADJ
iajs-1820	42	8	when	when	SCONJ
iajs-1820	42	9	𝜁	𝜁	PROPN
iajs-1820	42	10	=	=	SYM
iajs-1820	42	11	1	1	NUM
iajs-1820	42	12	for	for	ADP
iajs-1820	42	13	all	all	DET
iajs-1820	42	14	n	n	NOUN
iajs-1820	42	15	,	,	PUNCT
iajs-1820	42	16			PUNCT
iajs-1820	42	17	,	,	PUNCT
iajs-1820	42	18	and	and	CCONJ
iajs-1820	42	19	increases	increase	NOUN
iajs-1820	42	20	else	else	ADV
iajs-1820	42	21	.	.	PUNCT
iajs-1820	43	1	iv	iv	X
iajs-1820	43	2	.	.	PUNCT
iajs-1820	43	3	effective	effective	ADJ
iajs-1820	43	4	interval	interval	NOUN
iajs-1820	43	5	of	of	ADP
iajs-1820	43	6	α	α	NOUN
iajs-1820	43	7	.	.	PUNCT
iajs-1820	44	1	[	[	X
iajs-1820	44	2	value	value	NOUN
iajs-1820	44	3	of	of	ADP
iajs-1820	44	4	𝜁	𝜁	PROPN
iajs-1820	44	5	that	that	PRON
iajs-1820	44	6	makes	make	VERB
iajs-1820	44	7	r.eff(α	r.eff(α	NOUN
iajs-1820	44	8	)	)	PUNCT
iajs-1820	44	9	larger	large	ADJ
iajs-1820	44	10	one	one	NOUN
iajs-1820	44	11	]	]	PUNCT
iajs-1820	44	12	is	be	AUX
iajs-1820	44	13	[	[	X
iajs-1820	44	14	0.5	0.5	NUM
iajs-1820	44	15	,	,	PUNCT
iajs-1820	44	16	1.5	1.5	NUM
iajs-1820	44	17	]	]	PUNCT
iajs-1820	44	18	.	.	PUNCT
iajs-1820	45	1	v.	v.	ADP
iajs-1820	45	2	r.eff(α	r.eff(α	NUM
iajs-1820	45	3	.	.	PUNCT
iajs-1820	45	4	)	)	PUNCT
iajs-1820	46	1	is	be	AUX
iajs-1820	46	2	reducing	reduce	VERB
iajs-1820	46	3	function	function	NOUN
iajs-1820	46	4	with	with	ADP
iajs-1820	46	5	n	n	CCONJ
iajs-1820	46	6	,	,	PUNCT
iajs-1820	46	7	for	for	ADP
iajs-1820	46	8	each	each	DET
iajs-1820	46	9			NOUN
iajs-1820	46	10	and	and	CCONJ
iajs-1820	46	11	𝜁.	𝜁.	PROPN
iajs-1820	46	12	vi	vi	PROPN
iajs-1820	46	13	.	.	PUNCT
iajs-1820	47	1	the	the	DET
iajs-1820	47	2	suggested	suggest	VERB
iajs-1820	47	3	estimator	estimator	NOUN
iajs-1820	47	4	α	α	PROPN
iajs-1820	47	5	dominate	dominate	VERB
iajs-1820	47	6	̂	̂	ADV
iajs-1820	47	7	especially	especially	ADV
iajs-1820	47	8	at	at	ADP
iajs-1820	47	9	𝜁	𝜁	PROPN
iajs-1820	47	10	=	=	SYM
iajs-1820	47	11	1	1	X
iajs-1820	47	12	.	.	X
iajs-1820	47	13	vii.the	vii.the	PROPN
iajs-1820	47	14	suggested	suggest	VERB
iajs-1820	47	15	estimator	estimator	NOUN
iajs-1820	47	16	α	α	PROPN
iajs-1820	47	17	dominate	dominate	VERB
iajs-1820	47	18	the	the	DET
iajs-1820	47	19	estimators	estimator	NOUN
iajs-1820	47	20	presented	present	VERB
iajs-1820	47	21	by	by	ADP
iajs-1820	47	22	[	[	X
iajs-1820	47	23	5],[7	5],[7	NUM
iajs-1820	47	24	]	]	PUNCT
iajs-1820	47	25	in	in	ADP
iajs-1820	47	26	the	the	DET
iajs-1820	47	27	sense	sense	NOUN
iajs-1820	47	28	of	of	ADP
iajs-1820	47	29	minimum	minimum	ADJ
iajs-1820	47	30	mean	mean	NOUN
iajs-1820	47	31	squared	square	VERB
iajs-1820	47	32	error	error	NOUN
iajs-1820	47	33	.	.	PUNCT
iajs-1820	47	34	table	table	NOUN
iajs-1820	47	35	(	(	PUNCT
iajs-1820	47	36	1	1	NUM
iajs-1820	47	37	):	):	PUNCT
iajs-1820	47	38	b(𝛂	b(𝛂	PROPN
iajs-1820	47	39	)	)	PUNCT
iajs-1820	47	40	and	and	CCONJ
iajs-1820	47	41	r.eff	r.eff	PROPN
iajs-1820	47	42	(	(	PUNCT
iajs-1820	47	43	𝛂	𝛂	X
iajs-1820	47	44	w.r.t	w.r.t	NOUN
iajs-1820	47	45	.	.	PUNCT
iajs-1820	48	1			NOUN
iajs-1820	48	2	,	,	PUNCT
iajs-1820	48	3	n1	n1	PROPN
iajs-1820	48	4	and	and	CCONJ
iajs-1820	48	5			PROPN
iajs-1820	48	6	  	  	SPACE
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iajs-1820	56	4	,	,	PUNCT
iajs-1820	57	1	[	[	X
iajs-1820	57	2	2	2	X
iajs-1820	57	3	]	]	PUNCT
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iajs-1820	57	5	1	1	NUM
iajs-1820	57	6	,	,	PUNCT
iajs-1820	57	7	k.m	k.m	PROPN
iajs-1820	57	8	.	.	PROPN
iajs-1820	57	9	;	;	PUNCT
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iajs-1820	57	11	.	.	PROPN
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iajs-1820	57	14	and	and	CCONJ
iajs-1820	57	15	t.t	t.t	PROPN
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iajs-1820	57	18	,	,	PUNCT
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iajs-1820	57	20	estimation	estimation	NOUN
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iajs-1820	57	30	applied	apply	VERB
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iajs-1820	57	32	.	.	PUNCT
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iajs-1820	58	5	(	(	PUNCT
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iajs-1820	58	11	.	.	PUNCT
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iajs-1820	59	9	parameter	parameter	NOUN
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iajs-1820	59	15	,	,	PUNCT
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iajs-1820	59	17	journal	journal	NOUN
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iajs-1820	59	21	,	,	PUNCT
iajs-1820	59	22	(	(	PUNCT
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iajs-1820	59	29	)	)	PUNCT
iajs-1820	59	30	,	,	PUNCT
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iajs-1820	59	34	.	.	PUNCT
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iajs-1820	60	2	4	4	X
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iajs-1820	60	7	and	and	CCONJ
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iajs-1820	60	9	.	.	PROPN
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iajs-1820	60	11	,	,	PUNCT
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iajs-1820	60	15	:	:	PUNCT
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iajs-1820	60	19	estimation	estimation	NOUN
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iajs-1820	60	24	data	datum	NOUN
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iajs-1820	60	28	.	.	PUNCT
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iajs-1820	61	10	generalized	generalized	ADJ
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iajs-1820	61	13	under	under	ADP
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iajs-1820	61	18	and	and	CCONJ
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iajs-1820	61	22	,	,	PUNCT
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iajs-1820	61	27	and	and	CCONJ
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iajs-1820	61	30	(	(	PUNCT
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iajs-1820	61	33	,	,	PUNCT
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iajs-1820	61	35	-	-	SYM
iajs-1820	61	36	27	27	NUM
iajs-1820	61	37	.	.	PUNCT
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iajs-1820	62	16	the	the	DET
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iajs-1820	62	26	and	and	CCONJ
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iajs-1820	62	30	,	,	PUNCT
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iajs-1820	62	34	.	.	PUNCT
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iajs-1820	64	1	[	[	X
iajs-1820	64	2	7	7	X
iajs-1820	64	3	]	]	PUNCT
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iajs-1820	64	8	,	,	PUNCT
iajs-1820	64	9	et	et	PROPN
iajs-1820	64	10	al	al	PROPN
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iajs-1820	64	13	estimation	estimation	NOUN
iajs-1820	64	14	of	of	ADP
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iajs-1820	64	16	parameter	parameter	NOUN
iajs-1820	64	17	of	of	ADP
iajs-1820	64	18	the	the	DET
iajs-1820	64	19	rayleigh	rayleigh	PROPN
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iajs-1820	64	21	,	,	PUNCT
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iajs-1820	65	1	[	[	X
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iajs-1820	65	3	]	]	X
iajs-1820	65	4	m.z	m.z	PROPN
iajs-1820	65	5	.	.	PROPN
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iajs-1820	65	7	,	,	PUNCT
iajs-1820	65	8	,	,	PUNCT
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iajs-1820	65	12	the	the	DET
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iajs-1820	65	14	type	type	NOUN
iajs-1820	65	15	x	x	NOUN
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iajs-1820	65	17	,	,	PUNCT
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iajs-1820	65	19	mathematics	mathematic	NOUN
iajs-1820	65	20	and	and	CCONJ
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iajs-1820	65	22	,	,	PUNCT
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iajs-1820	65	24	-	-	SYM
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iajs-1820	65	26	.	.	PUNCT
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iajs-1820	67	1	[	[	X
iajs-1820	67	2	9	9	NUM
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iajs-1820	67	4	m.z	m.z	PROPN
iajs-1820	67	5	.	.	PROPN
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iajs-1820	67	11	,	,	PUNCT
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iajs-1820	67	14	x	x	NOUN
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iajs-1820	67	26	,	,	PUNCT
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iajs-1820	69	8	and	and	CCONJ
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iajs-1820	69	17	-	-	PUNCT
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iajs-1820	69	24	x	x	NOUN
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iajs-1820	69	26	,	,	PUNCT
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iajs-1820	69	30	,	,	PUNCT
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