id	sid	tid	token	lemma	pos
american_scientific_journal-1771	1	1	10	10	NUM
american_scientific_journal-1771	1	2	american	american	ADJ
american_scientific_journal-1771	1	3	scientific	scientific	ADJ
american_scientific_journal-1771	1	4	research	research	NOUN
american_scientific_journal-1771	1	5	journal	journal	NOUN
american_scientific_journal-1771	1	6	for	for	ADP
american_scientific_journal-1771	1	7	engineering	engineering	NOUN
american_scientific_journal-1771	1	8	,	,	PUNCT
american_scientific_journal-1771	1	9	technology	technology	NOUN
american_scientific_journal-1771	1	10	,	,	PUNCT
american_scientific_journal-1771	1	11	and	and	CCONJ
american_scientific_journal-1771	1	12	sciences	science	NOUN
american_scientific_journal-1771	1	13	(	(	PUNCT
american_scientific_journal-1771	1	14	asrjets	asrjet	NOUN
american_scientific_journal-1771	1	15	)	)	PUNCT
american_scientific_journal-1771	1	16	issn	issn	PROPN
american_scientific_journal-1771	1	17	(	(	PUNCT
american_scientific_journal-1771	1	18	print	print	NOUN
american_scientific_journal-1771	1	19	)	)	PUNCT
american_scientific_journal-1771	1	20	2313	2313	NUM
american_scientific_journal-1771	1	21	-	-	SYM
american_scientific_journal-1771	1	22	4410	4410	NUM
american_scientific_journal-1771	1	23	,	,	PUNCT
american_scientific_journal-1771	1	24	issn	issn	PROPN
american_scientific_journal-1771	1	25	(	(	PUNCT
american_scientific_journal-1771	1	26	online	online	ADJ
american_scientific_journal-1771	1	27	)	)	PUNCT
american_scientific_journal-1771	1	28	2313	2313	NUM
american_scientific_journal-1771	1	29	-	-	SYM
american_scientific_journal-1771	1	30	4402	4402	NUM
american_scientific_journal-1771	1	31	©	©	PROPN
american_scientific_journal-1771	1	32	global	global	ADJ
american_scientific_journal-1771	1	33	society	society	NOUN
american_scientific_journal-1771	1	34	of	of	ADP
american_scientific_journal-1771	1	35	scientific	scientific	ADJ
american_scientific_journal-1771	1	36	research	research	NOUN
american_scientific_journal-1771	1	37	and	and	CCONJ
american_scientific_journal-1771	1	38	researchers	researcher	NOUN
american_scientific_journal-1771	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	VERB
american_scientific_journal-1771	1	40	on	on	ADP
american_scientific_journal-1771	1	41	the	the	DET
american_scientific_journal-1771	1	42	efficiency	efficiency	NOUN
american_scientific_journal-1771	1	43	of	of	ADP
american_scientific_journal-1771	1	44	outlier	outlier	NOUN
american_scientific_journal-1771	1	45	generating	generating	NOUN
american_scientific_journal-1771	1	46	mechanisms	mechanism	NOUN
american_scientific_journal-1771	1	47	in	in	ADP
american_scientific_journal-1771	1	48	multivariate	multivariate	NOUN
american_scientific_journal-1771	1	49	time	time	NOUN
american_scientific_journal-1771	1	50	series	series	PROPN
american_scientific_journal-1771	1	51	olusesan	olusesan	VERB
american_scientific_journal-1771	1	52	oluyomi	oluyomi	PUNCT
american_scientific_journal-1771	1	53	olufolaboa	olufolaboa	PROPN
american_scientific_journal-1771	1	54	*	*	SYM
american_scientific_journal-1771	1	55	,	,	PUNCT
american_scientific_journal-1771	1	56	olanrewaju	olanrewaju	PROPN
american_scientific_journal-1771	1	57	ismail	ismail	PROPN
american_scientific_journal-1771	1	58	shittub	shittub	PROPN
american_scientific_journal-1771	1	59	,	,	PUNCT
american_scientific_journal-1771	1	60	kazeem	kazeem	PROPN
american_scientific_journal-1771	1	61	adesola	adesola	PROPN
american_scientific_journal-1771	1	62	adepojuc	adepojuc	PROPN
american_scientific_journal-1771	1	63	adepartment	adepartment	PROPN
american_scientific_journal-1771	1	64	of	of	ADP
american_scientific_journal-1771	1	65	statistics	statistic	NOUN
american_scientific_journal-1771	1	66	,	,	PUNCT
american_scientific_journal-1771	1	67	yaba	yaba	PROPN
american_scientific_journal-1771	1	68	college	college	PROPN
american_scientific_journal-1771	1	69	of	of	ADP
american_scientific_journal-1771	1	70	technology	technology	NOUN
american_scientific_journal-1771	1	71	,	,	PUNCT
american_scientific_journal-1771	1	72	lagos	lagos	PROPN
american_scientific_journal-1771	1	73	,	,	PUNCT
american_scientific_journal-1771	1	74	nigeria	nigeria	PROPN
american_scientific_journal-1771	1	75	b	b	PROPN
american_scientific_journal-1771	1	76	,	,	PUNCT
american_scientific_journal-1771	1	77	cdepartment	cdepartment	NOUN
american_scientific_journal-1771	1	78	of	of	ADP
american_scientific_journal-1771	1	79	statistics	statistic	NOUN
american_scientific_journal-1771	1	80	,	,	PUNCT
american_scientific_journal-1771	1	81	university	university	NOUN
american_scientific_journal-1771	1	82	of	of	ADP
american_scientific_journal-1771	1	83	ibadan	ibadan	PROPN
american_scientific_journal-1771	1	84	,	,	PUNCT
american_scientific_journal-1771	1	85	ibadan	ibadan	PROPN
american_scientific_journal-1771	1	86	,	,	PUNCT
american_scientific_journal-1771	1	87	nigeria	nigeria	PROPN
american_scientific_journal-1771	1	88	aemail	aemail	NOUN
american_scientific_journal-1771	1	89	:	:	PUNCT
american_scientific_journal-1771	1	90	olufolabosesan@yahoo.com	olufolabosesan@yahoo.com	X
american_scientific_journal-1771	1	91	bemail	bemail	NOUN
american_scientific_journal-1771	1	92	:	:	PUNCT
american_scientific_journal-1771	1	93	oi.shittu@hotmail.com	oi.shittu@hotmail.com	NOUN
american_scientific_journal-1771	1	94	cemail	cemail	NOUN
american_scientific_journal-1771	1	95	:	:	PUNCT
american_scientific_journal-1771	1	96	ka.adepoju@.ui.edu.ng	ka.adepoju@.ui.edu.ng	PROPN
american_scientific_journal-1771	1	97	abstract	abstract	NOUN
american_scientific_journal-1771	1	98	in	in	ADP
american_scientific_journal-1771	1	99	this	this	DET
american_scientific_journal-1771	1	100	paper	paper	NOUN
american_scientific_journal-1771	1	101	,	,	PUNCT
american_scientific_journal-1771	1	102	two	two	NUM
american_scientific_journal-1771	1	103	new	new	ADJ
american_scientific_journal-1771	1	104	outlier	outlier	NOUN
american_scientific_journal-1771	1	105	generating	generating	NOUN
american_scientific_journal-1771	1	106	mechanisms	mechanism	NOUN
american_scientific_journal-1771	1	107	for	for	ADP
american_scientific_journal-1771	1	108	the	the	DET
american_scientific_journal-1771	1	109	detection	detection	NOUN
american_scientific_journal-1771	1	110	of	of	ADP
american_scientific_journal-1771	1	111	outliers	outlier	NOUN
american_scientific_journal-1771	1	112	in	in	ADP
american_scientific_journal-1771	1	113	multivariate	multivariate	NOUN
american_scientific_journal-1771	1	114	time	time	NOUN
american_scientific_journal-1771	1	115	series	series	NOUN
american_scientific_journal-1771	1	116	setting	set	VERB
american_scientific_journal-1771	1	117	were	be	AUX
american_scientific_journal-1771	1	118	derived	derive	VERB
american_scientific_journal-1771	1	119	.	.	PUNCT
american_scientific_journal-1771	2	1	this	this	PRON
american_scientific_journal-1771	2	2	is	be	AUX
american_scientific_journal-1771	2	3	achieved	achieve	VERB
american_scientific_journal-1771	2	4	by	by	ADP
american_scientific_journal-1771	2	5	specifying	specify	VERB
american_scientific_journal-1771	2	6	two	two	NUM
american_scientific_journal-1771	2	7	-	-	PUNCT
american_scientific_journal-1771	2	8	variable	variable	NOUN
american_scientific_journal-1771	2	9	vector	vector	NOUN
american_scientific_journal-1771	2	10	autoregressive	autoregressive	ADJ
american_scientific_journal-1771	2	11	models	model	NOUN
american_scientific_journal-1771	2	12	and	and	CCONJ
american_scientific_journal-1771	2	13	assuming	assume	VERB
american_scientific_journal-1771	2	14	additive	additive	NOUN
american_scientific_journal-1771	2	15	and	and	CCONJ
american_scientific_journal-1771	2	16	convolution	convolution	NOUN
american_scientific_journal-1771	2	17	effect	effect	NOUN
american_scientific_journal-1771	2	18	of	of	ADP
american_scientific_journal-1771	2	19	outliers	outlier	NOUN
american_scientific_journal-1771	2	20	on	on	ADP
american_scientific_journal-1771	2	21	time	time	NOUN
american_scientific_journal-1771	2	22	series	series	PROPN
american_scientific_journal-1771	2	23	data	data	PROPN
american_scientific_journal-1771	2	24	.	.	PUNCT
american_scientific_journal-1771	3	1	the	the	DET
american_scientific_journal-1771	3	2	magnitude	magnitude	NOUN
american_scientific_journal-1771	3	3	and	and	CCONJ
american_scientific_journal-1771	3	4	variance	variance	NOUN
american_scientific_journal-1771	3	5	of	of	ADP
american_scientific_journal-1771	3	6	outlier	outlier	NOUN
american_scientific_journal-1771	3	7	were	be	AUX
american_scientific_journal-1771	3	8	derived	derive	VERB
american_scientific_journal-1771	3	9	for	for	ADP
american_scientific_journal-1771	3	10	the	the	DET
american_scientific_journal-1771	3	11	generating	generate	VERB
american_scientific_journal-1771	3	12	models	model	NOUN
american_scientific_journal-1771	3	13	by	by	ADP
american_scientific_journal-1771	3	14	method	method	NOUN
american_scientific_journal-1771	3	15	of	of	ADP
american_scientific_journal-1771	3	16	least	least	ADJ
american_scientific_journal-1771	3	17	squares	square	NOUN
american_scientific_journal-1771	3	18	.	.	PUNCT
american_scientific_journal-1771	4	1	also	also	ADV
american_scientific_journal-1771	4	2	a	a	DET
american_scientific_journal-1771	4	3	modified	modify	VERB
american_scientific_journal-1771	4	4	test	test	NOUN
american_scientific_journal-1771	4	5	statistics	statistic	NOUN
american_scientific_journal-1771	4	6	were	be	AUX
american_scientific_journal-1771	4	7	developed	develop	VERB
american_scientific_journal-1771	4	8	to	to	PART
american_scientific_journal-1771	4	9	detect	detect	VERB
american_scientific_journal-1771	4	10	single	single	ADJ
american_scientific_journal-1771	4	11	outliers	outlier	NOUN
american_scientific_journal-1771	4	12	both	both	CCONJ
american_scientific_journal-1771	4	13	in	in	ADP
american_scientific_journal-1771	4	14	the	the	DET
american_scientific_journal-1771	4	15	response	response	NOUN
american_scientific_journal-1771	4	16	and	and	CCONJ
american_scientific_journal-1771	4	17	explanatory	explanatory	ADJ
american_scientific_journal-1771	4	18	variables	variable	NOUN
american_scientific_journal-1771	4	19	.	.	PUNCT
american_scientific_journal-1771	5	1	in	in	ADP
american_scientific_journal-1771	5	2	order	order	NOUN
american_scientific_journal-1771	5	3	to	to	PART
american_scientific_journal-1771	5	4	establish	establish	VERB
american_scientific_journal-1771	5	5	the	the	DET
american_scientific_journal-1771	5	6	validity	validity	NOUN
american_scientific_journal-1771	5	7	and	and	CCONJ
american_scientific_journal-1771	5	8	efficiency	efficiency	NOUN
american_scientific_journal-1771	5	9	of	of	ADP
american_scientific_journal-1771	5	10	the	the	DET
american_scientific_journal-1771	5	11	derived	derive	VERB
american_scientific_journal-1771	5	12	models	model	NOUN
american_scientific_journal-1771	5	13	,	,	PUNCT
american_scientific_journal-1771	5	14	the	the	DET
american_scientific_journal-1771	5	15	models	model	NOUN
american_scientific_journal-1771	5	16	were	be	AUX
american_scientific_journal-1771	5	17	applied	apply	VERB
american_scientific_journal-1771	5	18	to	to	ADP
american_scientific_journal-1771	5	19	both	both	DET
american_scientific_journal-1771	5	20	simulated	simulate	VERB
american_scientific_journal-1771	5	21	and	and	CCONJ
american_scientific_journal-1771	5	22	existing	exist	VERB
american_scientific_journal-1771	5	23	data	datum	NOUN
american_scientific_journal-1771	5	24	.	.	PUNCT
american_scientific_journal-1771	6	1	the	the	DET
american_scientific_journal-1771	6	2	results	result	NOUN
american_scientific_journal-1771	6	3	from	from	ADP
american_scientific_journal-1771	6	4	the	the	DET
american_scientific_journal-1771	6	5	analysed	analyse	VERB
american_scientific_journal-1771	6	6	data	datum	NOUN
american_scientific_journal-1771	6	7	were	be	AUX
american_scientific_journal-1771	6	8	also	also	ADV
american_scientific_journal-1771	6	9	compared	compare	VERB
american_scientific_journal-1771	6	10	to	to	ADP
american_scientific_journal-1771	6	11	some	some	DET
american_scientific_journal-1771	6	12	existing	exist	VERB
american_scientific_journal-1771	6	13	models	model	NOUN
american_scientific_journal-1771	6	14	and	and	CCONJ
american_scientific_journal-1771	6	15	the	the	DET
american_scientific_journal-1771	6	16	result	result	NOUN
american_scientific_journal-1771	6	17	showed	show	VERB
american_scientific_journal-1771	6	18	that	that	SCONJ
american_scientific_journal-1771	6	19	the	the	DET
american_scientific_journal-1771	6	20	convolution	convolution	NOUN
american_scientific_journal-1771	6	21	model	model	NOUN
american_scientific_journal-1771	6	22	is	be	AUX
american_scientific_journal-1771	6	23	best	good	ADJ
american_scientific_journal-1771	6	24	in	in	ADP
american_scientific_journal-1771	6	25	terms	term	NOUN
american_scientific_journal-1771	6	26	of	of	ADP
american_scientific_journal-1771	6	27	the	the	DET
american_scientific_journal-1771	6	28	number	number	NOUN
american_scientific_journal-1771	6	29	of	of	ADP
american_scientific_journal-1771	6	30	outliers	outlier	NOUN
american_scientific_journal-1771	6	31	detected	detect	VERB
american_scientific_journal-1771	6	32	and	and	CCONJ
american_scientific_journal-1771	6	33	the	the	DET
american_scientific_journal-1771	6	34	residual	residual	ADJ
american_scientific_journal-1771	6	35	variance	variance	NOUN
american_scientific_journal-1771	6	36	.	.	PUNCT
american_scientific_journal-1771	7	1	this	this	DET
american_scientific_journal-1771	7	2	result	result	NOUN
american_scientific_journal-1771	7	3	confirms	confirm	VERB
american_scientific_journal-1771	7	4	the	the	DET
american_scientific_journal-1771	7	5	finding	finding	NOUN
american_scientific_journal-1771	7	6	in	in	ADP
american_scientific_journal-1771	7	7	previous	previous	ADJ
american_scientific_journal-1771	7	8	studies	study	NOUN
american_scientific_journal-1771	7	9	of	of	ADP
american_scientific_journal-1771	7	10	outlier	outlier	ADJ
american_scientific_journal-1771	7	11	detection	detection	NOUN
american_scientific_journal-1771	7	12	in	in	ADP
american_scientific_journal-1771	7	13	univariate	univariate	ADJ
american_scientific_journal-1771	7	14	time	time	NOUN
american_scientific_journal-1771	7	15	series	series	NOUN
american_scientific_journal-1771	7	16	.	.	PUNCT
american_scientific_journal-1771	8	1	keywords	keyword	NOUN
american_scientific_journal-1771	8	2	:	:	PUNCT
american_scientific_journal-1771	8	3	additive	additive	NOUN
american_scientific_journal-1771	8	4	outlier	outlier	NOUN
american_scientific_journal-1771	8	5	;	;	PUNCT
american_scientific_journal-1771	8	6	convolution	convolution	NOUN
american_scientific_journal-1771	8	7	outlier	outlier	NOUN
american_scientific_journal-1771	8	8	;	;	PUNCT
american_scientific_journal-1771	8	9	innovative	innovative	ADJ
american_scientific_journal-1771	8	10	outlier	outlier	NOUN
american_scientific_journal-1771	8	11	;	;	PUNCT
american_scientific_journal-1771	8	12	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	8	13	outlier	outlier	NOUN
american_scientific_journal-1771	8	14	;	;	PUNCT
american_scientific_journal-1771	8	15	vector	vector	NOUN
american_scientific_journal-1771	8	16	auto	auto	NOUN
american_scientific_journal-1771	8	17	regressive	regressive	ADJ
american_scientific_journal-1771	8	18	.	.	PUNCT
american_scientific_journal-1771	9	1	1	1	X
american_scientific_journal-1771	9	2	.	.	X
american_scientific_journal-1771	9	3	introduction	introduction	NOUN
american_scientific_journal-1771	9	4	the	the	DET
american_scientific_journal-1771	9	5	problem	problem	NOUN
american_scientific_journal-1771	9	6	of	of	ADP
american_scientific_journal-1771	9	7	outlier	outlier	ADJ
american_scientific_journal-1771	9	8	detection	detection	NOUN
american_scientific_journal-1771	9	9	in	in	ADP
american_scientific_journal-1771	9	10	time	time	NOUN
american_scientific_journal-1771	9	11	series	series	PROPN
american_scientific_journal-1771	9	12	has	have	AUX
american_scientific_journal-1771	9	13	gained	gain	VERB
american_scientific_journal-1771	9	14	much	much	ADJ
american_scientific_journal-1771	9	15	attention	attention	NOUN
american_scientific_journal-1771	9	16	in	in	ADP
american_scientific_journal-1771	9	17	recent	recent	ADJ
american_scientific_journal-1771	9	18	times	time	NOUN
american_scientific_journal-1771	9	19	and	and	CCONJ
american_scientific_journal-1771	9	20	various	various	ADJ
american_scientific_journal-1771	9	21	methods	method	NOUN
american_scientific_journal-1771	9	22	of	of	ADP
american_scientific_journal-1771	9	23	detection	detection	NOUN
american_scientific_journal-1771	9	24	are	be	AUX
american_scientific_journal-1771	9	25	available	available	ADJ
american_scientific_journal-1771	9	26	,	,	PUNCT
american_scientific_journal-1771	9	27	but	but	CCONJ
american_scientific_journal-1771	9	28	in	in	ADP
american_scientific_journal-1771	9	29	most	most	ADJ
american_scientific_journal-1771	9	30	cases	case	NOUN
american_scientific_journal-1771	9	31	,	,	PUNCT
american_scientific_journal-1771	9	32	it	it	PRON
american_scientific_journal-1771	9	33	is	be	AUX
american_scientific_journal-1771	9	34	limited	limit	VERB
american_scientific_journal-1771	9	35	to	to	PART
american_scientific_journal-1771	9	36	univariate	univariate	ADJ
american_scientific_journal-1771	9	37	time	time	NOUN
american_scientific_journal-1771	9	38	series	series	NOUN
american_scientific_journal-1771	9	39	.	.	PUNCT
american_scientific_journal-1771	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-1771	11	1	*	*	PUNCT
american_scientific_journal-1771	11	2	corresponding	correspond	VERB
american_scientific_journal-1771	11	3	author	author	NOUN
american_scientific_journal-1771	11	4	.	.	PUNCT
american_scientific_journal-1771	12	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-1771	12	2	american	american	PROPN
american_scientific_journal-1771	12	3	scientific	scientific	PROPN
american_scientific_journal-1771	12	4	research	research	NOUN
american_scientific_journal-1771	12	5	journal	journal	NOUN
american_scientific_journal-1771	12	6	for	for	ADP
american_scientific_journal-1771	12	7	engineering	engineering	NOUN
american_scientific_journal-1771	12	8	,	,	PUNCT
american_scientific_journal-1771	12	9	technology	technology	NOUN
american_scientific_journal-1771	12	10	,	,	PUNCT
american_scientific_journal-1771	12	11	and	and	CCONJ
american_scientific_journal-1771	12	12	sciences	science	NOUN
american_scientific_journal-1771	12	13	(	(	PUNCT
american_scientific_journal-1771	12	14	asrjets	asrjet	NOUN
american_scientific_journal-1771	12	15	)	)	PUNCT
american_scientific_journal-1771	12	16	(	(	PUNCT
american_scientific_journal-1771	12	17	2016	2016	NUM
american_scientific_journal-1771	12	18	)	)	PUNCT
american_scientific_journal-1771	12	19	volume	volume	NOUN
american_scientific_journal-1771	12	20	22	22	NUM
american_scientific_journal-1771	12	21	,	,	PUNCT
american_scientific_journal-1771	12	22	no	no	DET
american_scientific_journal-1771	12	23	1	1	NUM
american_scientific_journal-1771	12	24	,	,	PUNCT
american_scientific_journal-1771	12	25	pp	pp	ADV
american_scientific_journal-1771	12	26	10	10	NUM
american_scientific_journal-1771	12	27	-	-	SYM
american_scientific_journal-1771	12	28	25	25	NUM
american_scientific_journal-1771	12	29	11	11	NUM
american_scientific_journal-1771	12	30	it	it	PRON
american_scientific_journal-1771	12	31	is	be	AUX
american_scientific_journal-1771	12	32	a	a	DET
american_scientific_journal-1771	12	33	known	known	ADJ
american_scientific_journal-1771	12	34	fact	fact	NOUN
american_scientific_journal-1771	12	35	,	,	PUNCT
american_scientific_journal-1771	12	36	that	that	SCONJ
american_scientific_journal-1771	12	37	in	in	ADP
american_scientific_journal-1771	12	38	time	time	NOUN
american_scientific_journal-1771	12	39	series	series	PROPN
american_scientific_journal-1771	12	40	analysis	analysis	NOUN
american_scientific_journal-1771	12	41	,	,	PUNCT
american_scientific_journal-1771	12	42	outliers	outlier	NOUN
american_scientific_journal-1771	12	43	can	can	AUX
american_scientific_journal-1771	12	44	cause	cause	VERB
american_scientific_journal-1771	12	45	biases	bias	NOUN
american_scientific_journal-1771	12	46	in	in	ADP
american_scientific_journal-1771	12	47	parameter	parameter	NOUN
american_scientific_journal-1771	12	48	estimation	estimation	NOUN
american_scientific_journal-1771	12	49	as	as	ADV
american_scientific_journal-1771	12	50	well	well	ADV
american_scientific_journal-1771	12	51	as	as	ADP
american_scientific_journal-1771	12	52	inappropriate	inappropriate	ADJ
american_scientific_journal-1771	12	53	predictions	prediction	NOUN
american_scientific_journal-1771	12	54	,	,	PUNCT
american_scientific_journal-1771	12	55	resulting	result	VERB
american_scientific_journal-1771	12	56	in	in	ADP
american_scientific_journal-1771	12	57	misleading	mislead	VERB
american_scientific_journal-1771	12	58	conclusion	conclusion	NOUN
american_scientific_journal-1771	12	59	[	[	X
american_scientific_journal-1771	12	60	28	28	NUM
american_scientific_journal-1771	12	61	]	]	PUNCT
american_scientific_journal-1771	12	62	.	.	PUNCT
american_scientific_journal-1771	13	1	the	the	DET
american_scientific_journal-1771	13	2	essence	essence	NOUN
american_scientific_journal-1771	13	3	of	of	ADP
american_scientific_journal-1771	13	4	outlier	outlier	ADJ
american_scientific_journal-1771	13	5	detection	detection	NOUN
american_scientific_journal-1771	13	6	is	be	AUX
american_scientific_journal-1771	13	7	to	to	PART
american_scientific_journal-1771	13	8	discover	discover	VERB
american_scientific_journal-1771	13	9	the	the	DET
american_scientific_journal-1771	13	10	unusual	unusual	ADJ
american_scientific_journal-1771	13	11	data	datum	NOUN
american_scientific_journal-1771	13	12	;	;	PUNCT
american_scientific_journal-1771	13	13	whose	whose	DET
american_scientific_journal-1771	13	14	behaviour	behaviour	NOUN
american_scientific_journal-1771	13	15	is	be	AUX
american_scientific_journal-1771	13	16	very	very	ADV
american_scientific_journal-1771	13	17	exceptional	exceptional	ADJ
american_scientific_journal-1771	13	18	when	when	SCONJ
american_scientific_journal-1771	13	19	compared	compare	VERB
american_scientific_journal-1771	13	20	to	to	ADP
american_scientific_journal-1771	13	21	the	the	DET
american_scientific_journal-1771	13	22	rest	rest	NOUN
american_scientific_journal-1771	13	23	of	of	ADP
american_scientific_journal-1771	13	24	the	the	DET
american_scientific_journal-1771	13	25	data	datum	NOUN
american_scientific_journal-1771	13	26	set	set	VERB
american_scientific_journal-1771	13	27	.	.	PUNCT
american_scientific_journal-1771	14	1	examining	examine	VERB
american_scientific_journal-1771	14	2	the	the	DET
american_scientific_journal-1771	14	3	extraordinary	extraordinary	ADJ
american_scientific_journal-1771	14	4	behaviour	behaviour	NOUN
american_scientific_journal-1771	14	5	of	of	ADP
american_scientific_journal-1771	14	6	outliers	outlier	NOUN
american_scientific_journal-1771	14	7	will	will	AUX
american_scientific_journal-1771	14	8	surely	surely	ADV
american_scientific_journal-1771	14	9	help	help	VERB
american_scientific_journal-1771	14	10	to	to	PART
american_scientific_journal-1771	14	11	uncover	uncover	VERB
american_scientific_journal-1771	14	12	the	the	DET
american_scientific_journal-1771	14	13	valuable	valuable	ADJ
american_scientific_journal-1771	14	14	knowledge	knowledge	NOUN
american_scientific_journal-1771	14	15	hidden	hide	VERB
american_scientific_journal-1771	14	16	behind	behind	ADP
american_scientific_journal-1771	14	17	them	they	PRON
american_scientific_journal-1771	14	18	and	and	CCONJ
american_scientific_journal-1771	14	19	to	to	PART
american_scientific_journal-1771	14	20	help	help	VERB
american_scientific_journal-1771	14	21	the	the	DET
american_scientific_journal-1771	14	22	decision	decision	NOUN
american_scientific_journal-1771	14	23	makers	maker	NOUN
american_scientific_journal-1771	14	24	to	to	PART
american_scientific_journal-1771	14	25	improve	improve	VERB
american_scientific_journal-1771	14	26	on	on	ADP
american_scientific_journal-1771	14	27	the	the	DET
american_scientific_journal-1771	14	28	quality	quality	NOUN
american_scientific_journal-1771	14	29	of	of	ADP
american_scientific_journal-1771	14	30	data	datum	NOUN
american_scientific_journal-1771	14	31	.	.	PUNCT
american_scientific_journal-1771	15	1	generally	generally	ADV
american_scientific_journal-1771	15	2	,	,	PUNCT
american_scientific_journal-1771	15	3	detection	detection	NOUN
american_scientific_journal-1771	15	4	methods	method	NOUN
american_scientific_journal-1771	15	5	are	be	AUX
american_scientific_journal-1771	15	6	divided	divide	VERB
american_scientific_journal-1771	15	7	into	into	ADP
american_scientific_journal-1771	15	8	two	two	NUM
american_scientific_journal-1771	15	9	parts	part	NOUN
american_scientific_journal-1771	15	10	:	:	PUNCT
american_scientific_journal-1771	15	11	univariate	univariate	ADJ
american_scientific_journal-1771	15	12	and	and	CCONJ
american_scientific_journal-1771	15	13	multivariate	multivariate	NOUN
american_scientific_journal-1771	15	14	methods	method	NOUN
american_scientific_journal-1771	15	15	.	.	PUNCT
american_scientific_journal-1771	16	1	in	in	ADP
american_scientific_journal-1771	16	2	univariate	univariate	ADJ
american_scientific_journal-1771	16	3	methods	method	NOUN
american_scientific_journal-1771	16	4	,	,	PUNCT
american_scientific_journal-1771	16	5	observations	observation	NOUN
american_scientific_journal-1771	16	6	are	be	AUX
american_scientific_journal-1771	16	7	examined	examine	VERB
american_scientific_journal-1771	16	8	individually	individually	ADV
american_scientific_journal-1771	16	9	while	while	SCONJ
american_scientific_journal-1771	16	10	in	in	ADP
american_scientific_journal-1771	16	11	multivariate	multivariate	NOUN
american_scientific_journal-1771	16	12	methods	method	NOUN
american_scientific_journal-1771	16	13	,	,	PUNCT
american_scientific_journal-1771	16	14	associations	association	NOUN
american_scientific_journal-1771	16	15	between	between	ADP
american_scientific_journal-1771	16	16	variables	variable	NOUN
american_scientific_journal-1771	16	17	in	in	ADP
american_scientific_journal-1771	16	18	the	the	DET
american_scientific_journal-1771	16	19	same	same	ADJ
american_scientific_journal-1771	16	20	dataset	dataset	NOUN
american_scientific_journal-1771	16	21	are	be	AUX
american_scientific_journal-1771	16	22	taken	take	VERB
american_scientific_journal-1771	16	23	into	into	ADP
american_scientific_journal-1771	16	24	account	account	NOUN
american_scientific_journal-1771	16	25	.	.	PUNCT
american_scientific_journal-1771	17	1	several	several	ADJ
american_scientific_journal-1771	17	2	outlier	outlier	NOUN
american_scientific_journal-1771	17	3	detection	detection	NOUN
american_scientific_journal-1771	17	4	methods	method	NOUN
american_scientific_journal-1771	17	5	have	have	AUX
american_scientific_journal-1771	17	6	been	be	AUX
american_scientific_journal-1771	17	7	proposed	propose	VERB
american_scientific_journal-1771	17	8	for	for	ADP
american_scientific_journal-1771	17	9	univariate	univariate	ADJ
american_scientific_journal-1771	17	10	time	time	NOUN
american_scientific_journal-1771	17	11	series	series	NOUN
american_scientific_journal-1771	17	12	including	include	VERB
american_scientific_journal-1771	17	13	[	[	X
american_scientific_journal-1771	17	14	11,8,9,26,1,14	11,8,9,26,1,14	NUM
american_scientific_journal-1771	17	15	and	and	CCONJ
american_scientific_journal-1771	17	16	32	32	NUM
american_scientific_journal-1771	17	17	]	]	PUNCT
american_scientific_journal-1771	17	18	.	.	PUNCT
american_scientific_journal-1771	18	1	all	all	DET
american_scientific_journal-1771	18	2	the	the	DET
american_scientific_journal-1771	18	3	listed	list	VERB
american_scientific_journal-1771	18	4	works	work	NOUN
american_scientific_journal-1771	18	5	were	be	AUX
american_scientific_journal-1771	18	6	based	base	VERB
american_scientific_journal-1771	18	7	on	on	ADP
american_scientific_journal-1771	18	8	time	time	NOUN
american_scientific_journal-1771	18	9	domain	domain	NOUN
american_scientific_journal-1771	18	10	and	and	CCONJ
american_scientific_journal-1771	18	11	almost	almost	ADV
american_scientific_journal-1771	18	12	all	all	PRON
american_scientific_journal-1771	18	13	make	make	VERB
american_scientific_journal-1771	18	14	use	use	NOUN
american_scientific_journal-1771	18	15	of	of	ADP
american_scientific_journal-1771	18	16	iterative	iterative	ADJ
american_scientific_journal-1771	18	17	procedure	procedure	NOUN
american_scientific_journal-1771	18	18	in	in	ADP
american_scientific_journal-1771	18	19	the	the	DET
american_scientific_journal-1771	18	20	outlier	outlier	ADJ
american_scientific_journal-1771	18	21	detection	detection	NOUN
american_scientific_journal-1771	18	22	process	process	NOUN
american_scientific_journal-1771	18	23	.	.	PUNCT
american_scientific_journal-1771	19	1	however	however	ADV
american_scientific_journal-1771	19	2	,	,	PUNCT
american_scientific_journal-1771	19	3	[	[	X
american_scientific_journal-1771	19	4	25	25	NUM
american_scientific_journal-1771	19	5	]	]	PUNCT
american_scientific_journal-1771	19	6	in	in	ADP
american_scientific_journal-1771	19	7	their	their	PRON
american_scientific_journal-1771	19	8	work	work	NOUN
american_scientific_journal-1771	19	9	considered	consider	VERB
american_scientific_journal-1771	19	10	the	the	DET
american_scientific_journal-1771	19	11	identification	identification	NOUN
american_scientific_journal-1771	19	12	of	of	ADP
american_scientific_journal-1771	19	13	outliers	outlier	NOUN
american_scientific_journal-1771	19	14	in	in	ADP
american_scientific_journal-1771	19	15	frequency	frequency	NOUN
american_scientific_journal-1771	19	16	domain	domain	NOUN
american_scientific_journal-1771	19	17	using	use	VERB
american_scientific_journal-1771	19	18	the	the	DET
american_scientific_journal-1771	19	19	spectral	spectral	ADJ
american_scientific_journal-1771	19	20	method	method	NOUN
american_scientific_journal-1771	19	21	.	.	PUNCT
american_scientific_journal-1771	20	1	on	on	ADP
american_scientific_journal-1771	20	2	the	the	DET
american_scientific_journal-1771	20	3	detection	detection	NOUN
american_scientific_journal-1771	20	4	of	of	ADP
american_scientific_journal-1771	20	5	outlier	outlier	NOUN
american_scientific_journal-1771	20	6	in	in	ADP
american_scientific_journal-1771	20	7	multivariate	multivariate	NOUN
american_scientific_journal-1771	20	8	time	time	NOUN
american_scientific_journal-1771	20	9	series	series	NOUN
american_scientific_journal-1771	20	10	,	,	PUNCT
american_scientific_journal-1771	20	11	[	[	X
american_scientific_journal-1771	20	12	12	12	NUM
american_scientific_journal-1771	20	13	]	]	PUNCT
american_scientific_journal-1771	20	14	made	make	VERB
american_scientific_journal-1771	20	15	use	use	NOUN
american_scientific_journal-1771	20	16	of	of	ADP
american_scientific_journal-1771	20	17	projection	projection	NOUN
american_scientific_journal-1771	20	18	pursuit	pursuit	NOUN
american_scientific_journal-1771	20	19	technique	technique	NOUN
american_scientific_journal-1771	20	20	while	while	SCONJ
american_scientific_journal-1771	20	21	[	[	X
american_scientific_journal-1771	20	22	3	3	NUM
american_scientific_journal-1771	20	23	]	]	PUNCT
american_scientific_journal-1771	20	24	proposed	propose	VERB
american_scientific_journal-1771	20	25	the	the	DET
american_scientific_journal-1771	20	26	independent	independent	ADJ
american_scientific_journal-1771	20	27	component	component	NOUN
american_scientific_journal-1771	20	28	analysis	analysis	NOUN
american_scientific_journal-1771	20	29	(	(	PUNCT
american_scientific_journal-1771	20	30	ica	ica	PROPN
american_scientific_journal-1771	20	31	)	)	PUNCT
american_scientific_journal-1771	20	32	as	as	ADP
american_scientific_journal-1771	20	33	a	a	DET
american_scientific_journal-1771	20	34	tool	tool	NOUN
american_scientific_journal-1771	20	35	capable	capable	ADJ
american_scientific_journal-1771	20	36	of	of	ADP
american_scientific_journal-1771	20	37	identifying	identify	VERB
american_scientific_journal-1771	20	38	the	the	DET
american_scientific_journal-1771	20	39	locations	location	NOUN
american_scientific_journal-1771	20	40	of	of	ADP
american_scientific_journal-1771	20	41	multiple	multiple	ADJ
american_scientific_journal-1771	20	42	outliers	outlier	NOUN
american_scientific_journal-1771	20	43	in	in	ADP
american_scientific_journal-1771	20	44	multivariate	multivariate	NOUN
american_scientific_journal-1771	20	45	time	time	NOUN
american_scientific_journal-1771	20	46	series	series	PROPN
american_scientific_journal-1771	20	47	.	.	PUNCT
american_scientific_journal-1771	21	1	the	the	DET
american_scientific_journal-1771	21	2	authors	author	NOUN
american_scientific_journal-1771	21	3	[	[	X
american_scientific_journal-1771	21	4	10	10	NUM
american_scientific_journal-1771	21	5	]	]	PUNCT
american_scientific_journal-1771	21	6	used	use	VERB
american_scientific_journal-1771	21	7	meta	meta	ADJ
american_scientific_journal-1771	21	8	-	-	PUNCT
american_scientific_journal-1771	21	9	heuristic	heuristic	ADJ
american_scientific_journal-1771	21	10	methods	method	NOUN
american_scientific_journal-1771	21	11	to	to	PART
american_scientific_journal-1771	21	12	detect	detect	VERB
american_scientific_journal-1771	21	13	additive	additive	ADJ
american_scientific_journal-1771	21	14	outliers	outlier	NOUN
american_scientific_journal-1771	21	15	in	in	ADP
american_scientific_journal-1771	21	16	multivariate	multivariate	NOUN
american_scientific_journal-1771	21	17	time	time	NOUN
american_scientific_journal-1771	21	18	series	series	PROPN
american_scientific_journal-1771	21	19	.	.	PUNCT
american_scientific_journal-1771	22	1	the	the	DET
american_scientific_journal-1771	22	2	work	work	NOUN
american_scientific_journal-1771	22	3	of	of	ADP
american_scientific_journal-1771	22	4	[	[	X
american_scientific_journal-1771	22	5	13	13	NUM
american_scientific_journal-1771	22	6	]	]	PUNCT
american_scientific_journal-1771	22	7	introduced	introduce	VERB
american_scientific_journal-1771	22	8	the	the	DET
american_scientific_journal-1771	22	9	coefficient	coefficient	NOUN
american_scientific_journal-1771	22	10	of	of	ADP
american_scientific_journal-1771	22	11	vector	vector	NOUN
american_scientific_journal-1771	22	12	autocorrelation	autocorrelation	NOUN
american_scientific_journal-1771	22	13	,	,	PUNCT
american_scientific_journal-1771	22	14	obtained	obtain	VERB
american_scientific_journal-1771	22	15	its	its	PRON
american_scientific_journal-1771	22	16	influence	influence	NOUN
american_scientific_journal-1771	22	17	function	function	NOUN
american_scientific_journal-1771	22	18	together	together	ADV
american_scientific_journal-1771	22	19	with	with	ADP
american_scientific_journal-1771	22	20	its	its	PRON
american_scientific_journal-1771	22	21	distribution	distribution	NOUN
american_scientific_journal-1771	22	22	and	and	CCONJ
american_scientific_journal-1771	22	23	used	use	VERB
american_scientific_journal-1771	22	24	it	it	PRON
american_scientific_journal-1771	22	25	to	to	PART
american_scientific_journal-1771	22	26	test	test	VERB
american_scientific_journal-1771	22	27	the	the	DET
american_scientific_journal-1771	22	28	hypothesis	hypothesis	NOUN
american_scientific_journal-1771	22	29	of	of	ADP
american_scientific_journal-1771	22	30	presence	presence	NOUN
american_scientific_journal-1771	22	31	of	of	ADP
american_scientific_journal-1771	22	32	outliers	outlier	NOUN
american_scientific_journal-1771	22	33	.	.	PUNCT
american_scientific_journal-1771	23	1	[	[	X
american_scientific_journal-1771	23	2	31	31	NUM
american_scientific_journal-1771	23	3	]	]	PUNCT
american_scientific_journal-1771	23	4	in	in	ADP
american_scientific_journal-1771	23	5	his	his	PRON
american_scientific_journal-1771	23	6	paper	paper	NOUN
american_scientific_journal-1771	23	7	used	use	VERB
american_scientific_journal-1771	23	8	an	an	DET
american_scientific_journal-1771	23	9	efficient	efficient	ADJ
american_scientific_journal-1771	23	10	two	two	NUM
american_scientific_journal-1771	23	11	-	-	PUNCT
american_scientific_journal-1771	23	12	phase	phase	NOUN
american_scientific_journal-1771	23	13	algorithm	algorithm	NOUN
american_scientific_journal-1771	23	14	for	for	ADP
american_scientific_journal-1771	23	15	detecting	detect	VERB
american_scientific_journal-1771	23	16	outlying	outlying	ADJ
american_scientific_journal-1771	23	17	samples	sample	NOUN
american_scientific_journal-1771	23	18	in	in	ADP
american_scientific_journal-1771	23	19	multivariate	multivariate	NOUN
american_scientific_journal-1771	23	20	time	time	NOUN
american_scientific_journal-1771	23	21	series	series	PROPN
american_scientific_journal-1771	23	22	datasets	dataset	NOUN
american_scientific_journal-1771	23	23	.	.	PUNCT
american_scientific_journal-1771	24	1	the	the	DET
american_scientific_journal-1771	24	2	bounded	bounded	ADJ
american_scientific_journal-1771	24	3	coordinate	coordinate	NOUN
american_scientific_journal-1771	24	4	system	system	NOUN
american_scientific_journal-1771	24	5	metric	metric	ADJ
american_scientific_journal-1771	24	6	was	be	AUX
american_scientific_journal-1771	24	7	used	use	VERB
american_scientific_journal-1771	24	8	to	to	PART
american_scientific_journal-1771	24	9	measure	measure	VERB
american_scientific_journal-1771	24	10	the	the	DET
american_scientific_journal-1771	24	11	similarity	similarity	NOUN
american_scientific_journal-1771	24	12	between	between	ADP
american_scientific_journal-1771	24	13	two	two	NUM
american_scientific_journal-1771	24	14	multivariate	multivariate	NOUN
american_scientific_journal-1771	24	15	time	time	NOUN
american_scientific_journal-1771	24	16	series	series	NOUN
american_scientific_journal-1771	24	17	samples	sample	NOUN
american_scientific_journal-1771	24	18	,	,	PUNCT
american_scientific_journal-1771	24	19	and	and	CCONJ
american_scientific_journal-1771	24	20	the	the	DET
american_scientific_journal-1771	24	21	outlierness	outlierness	NOUN
american_scientific_journal-1771	24	22	of	of	ADP
american_scientific_journal-1771	24	23	a	a	DET
american_scientific_journal-1771	24	24	sample	sample	NOUN
american_scientific_journal-1771	24	25	is	be	AUX
american_scientific_journal-1771	24	26	measured	measure	VERB
american_scientific_journal-1771	24	27	by	by	ADP
american_scientific_journal-1771	24	28	average	average	ADJ
american_scientific_journal-1771	24	29	distance	distance	NOUN
american_scientific_journal-1771	24	30	to	to	ADP
american_scientific_journal-1771	24	31	its	its	PRON
american_scientific_journal-1771	24	32	k	k	PROPN
american_scientific_journal-1771	24	33	nearest	near	ADJ
american_scientific_journal-1771	24	34	neighbours	neighbour	NOUN
american_scientific_journal-1771	24	35	.	.	PUNCT
american_scientific_journal-1771	25	1	then	then	ADV
american_scientific_journal-1771	25	2	a	a	DET
american_scientific_journal-1771	25	3	heuristic	heuristic	NOUN
american_scientific_journal-1771	25	4	and	and	CCONJ
american_scientific_journal-1771	25	5	two	two	NUM
american_scientific_journal-1771	25	6	pruning	prune	VERB
american_scientific_journal-1771	25	7	rules	rule	NOUN
american_scientific_journal-1771	25	8	were	be	AUX
american_scientific_journal-1771	25	9	utilized	utilize	VERB
american_scientific_journal-1771	25	10	to	to	PART
american_scientific_journal-1771	25	11	quickly	quickly	ADV
american_scientific_journal-1771	25	12	remove	remove	VERB
american_scientific_journal-1771	25	13	multivariate	multivariate	NOUN
american_scientific_journal-1771	25	14	time	time	NOUN
american_scientific_journal-1771	25	15	series	series	NOUN
american_scientific_journal-1771	25	16	samples	sample	NOUN
american_scientific_journal-1771	25	17	that	that	PRON
american_scientific_journal-1771	25	18	are	be	AUX
american_scientific_journal-1771	25	19	not	not	PART
american_scientific_journal-1771	25	20	possible	possible	ADJ
american_scientific_journal-1771	25	21	outlier	outlier	ADJ
american_scientific_journal-1771	25	22	candidates	candidate	NOUN
american_scientific_journal-1771	25	23	,	,	PUNCT
american_scientific_journal-1771	25	24	reducing	reduce	VERB
american_scientific_journal-1771	25	25	significantly	significantly	ADV
american_scientific_journal-1771	25	26	the	the	DET
american_scientific_journal-1771	25	27	distance	distance	NOUN
american_scientific_journal-1771	25	28	computation	computation	NOUN
american_scientific_journal-1771	25	29	among	among	ADP
american_scientific_journal-1771	25	30	objects	object	NOUN
american_scientific_journal-1771	25	31	.	.	PUNCT
american_scientific_journal-1771	26	1	as	as	ADP
american_scientific_journal-1771	26	2	a	a	DET
american_scientific_journal-1771	26	3	result	result	NOUN
american_scientific_journal-1771	26	4	of	of	ADP
american_scientific_journal-1771	26	5	outlier	outlier	NOUN
american_scientific_journal-1771	26	6	masking	masking	NOUN
american_scientific_journal-1771	26	7	effect	effect	NOUN
american_scientific_journal-1771	26	8	of	of	ADP
american_scientific_journal-1771	26	9	both	both	CCONJ
american_scientific_journal-1771	26	10	additive	additive	ADJ
american_scientific_journal-1771	26	11	and	and	CCONJ
american_scientific_journal-1771	26	12	innovative	innovative	ADJ
american_scientific_journal-1771	26	13	on	on	ADP
american_scientific_journal-1771	26	14	the	the	DET
american_scientific_journal-1771	26	15	estimates	estimate	NOUN
american_scientific_journal-1771	26	16	of	of	ADP
american_scientific_journal-1771	26	17	parameters	parameter	NOUN
american_scientific_journal-1771	26	18	and	and	CCONJ
american_scientific_journal-1771	26	19	the	the	DET
american_scientific_journal-1771	26	20	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	26	21	effect	effect	NOUN
american_scientific_journal-1771	26	22	on	on	ADP
american_scientific_journal-1771	26	23	parameters	parameter	NOUN
american_scientific_journal-1771	26	24	estimated	estimate	VERB
american_scientific_journal-1771	26	25	,	,	PUNCT
american_scientific_journal-1771	26	26	[	[	X
american_scientific_journal-1771	26	27	26	26	NUM
american_scientific_journal-1771	26	28	]	]	PUNCT
american_scientific_journal-1771	26	29	introduced	introduce	VERB
american_scientific_journal-1771	26	30	two	two	NUM
american_scientific_journal-1771	26	31	other	other	ADJ
american_scientific_journal-1771	26	32	types	type	NOUN
american_scientific_journal-1771	26	33	of	of	ADP
american_scientific_journal-1771	26	34	outliers	outlier	NOUN
american_scientific_journal-1771	26	35	which	which	PRON
american_scientific_journal-1771	26	36	are	be	AUX
american_scientific_journal-1771	26	37	convolution	convolution	NOUN
american_scientific_journal-1771	26	38	outlier	outlier	NOUN
american_scientific_journal-1771	26	39	(	(	PUNCT
american_scientific_journal-1771	26	40	co	co	NOUN
american_scientific_journal-1771	26	41	)	)	PUNCT
american_scientific_journal-1771	26	42	and	and	CCONJ
american_scientific_journal-1771	26	43	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	26	44	outlier	outlier	NOUN
american_scientific_journal-1771	26	45	(	(	PUNCT
american_scientific_journal-1771	26	46	mo	mo	PROPN
american_scientific_journal-1771	26	47	)	)	PUNCT
american_scientific_journal-1771	26	48	for	for	ADP
american_scientific_journal-1771	26	49	univariate	univariate	ADJ
american_scientific_journal-1771	26	50	time	time	NOUN
american_scientific_journal-1771	26	51	series	series	NOUN
american_scientific_journal-1771	26	52	.	.	PUNCT
american_scientific_journal-1771	27	1	the	the	DET
american_scientific_journal-1771	27	2	work	work	NOUN
american_scientific_journal-1771	27	3	of	of	ADP
american_scientific_journal-1771	27	4	[	[	X
american_scientific_journal-1771	27	5	26	26	NUM
american_scientific_journal-1771	27	6	]	]	PUNCT
american_scientific_journal-1771	27	7	was	be	AUX
american_scientific_journal-1771	27	8	extended	extend	VERB
american_scientific_journal-1771	27	9	to	to	PART
american_scientific_journal-1771	27	10	multivariate	multivariate	VERB
american_scientific_journal-1771	27	11	time	time	NOUN
american_scientific_journal-1771	27	12	series	series	NOUN
american_scientific_journal-1771	27	13	by	by	ADP
american_scientific_journal-1771	27	14	[	[	X
american_scientific_journal-1771	27	15	19	19	NUM
american_scientific_journal-1771	27	16	]	]	PUNCT
american_scientific_journal-1771	27	17	whereby	whereby	SCONJ
american_scientific_journal-1771	27	18	two	two	NUM
american_scientific_journal-1771	27	19	generating	generate	VERB
american_scientific_journal-1771	27	20	mechanisms	mechanism	NOUN
american_scientific_journal-1771	27	21	;	;	PUNCT
american_scientific_journal-1771	27	22	innovative	innovative	ADJ
american_scientific_journal-1771	27	23	and	and	CCONJ
american_scientific_journal-1771	27	24	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	27	25	were	be	AUX
american_scientific_journal-1771	27	26	considered	consider	VERB
american_scientific_journal-1771	27	27	.	.	PUNCT
american_scientific_journal-1771	28	1	it	it	PRON
american_scientific_journal-1771	28	2	was	be	AUX
american_scientific_journal-1771	28	3	concluded	conclude	VERB
american_scientific_journal-1771	28	4	that	that	SCONJ
american_scientific_journal-1771	28	5	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	28	6	outlier	outlier	NOUN
american_scientific_journal-1771	28	7	model	model	NOUN
american_scientific_journal-1771	28	8	was	be	AUX
american_scientific_journal-1771	28	9	more	more	ADV
american_scientific_journal-1771	28	10	sensitive	sensitive	ADJ
american_scientific_journal-1771	28	11	to	to	ADP
american_scientific_journal-1771	28	12	outlier	outlier	NOUN
american_scientific_journal-1771	28	13	with	with	ADP
american_scientific_journal-1771	28	14	minimum	minimum	NOUN
american_scientific_journal-1771	28	15	standard	standard	ADJ
american_scientific_journal-1771	28	16	error	error	NOUN
american_scientific_journal-1771	28	17	of	of	ADP
american_scientific_journal-1771	28	18	the	the	DET
american_scientific_journal-1771	28	19	estimate	estimate	NOUN
american_scientific_journal-1771	28	20	.	.	PUNCT
american_scientific_journal-1771	29	1	for	for	ADP
american_scientific_journal-1771	29	2	this	this	DET
american_scientific_journal-1771	29	3	paper	paper	NOUN
american_scientific_journal-1771	29	4	,	,	PUNCT
american_scientific_journal-1771	29	5	two	two	NUM
american_scientific_journal-1771	29	6	outliers	outlier	NOUN
american_scientific_journal-1771	29	7	generating	generate	VERB
american_scientific_journal-1771	29	8	mechanisms	mechanism	NOUN
american_scientific_journal-1771	29	9	;	;	PUNCT
american_scientific_journal-1771	29	10	convolution	convolution	NOUN
american_scientific_journal-1771	29	11	and	and	CCONJ
american_scientific_journal-1771	29	12	additive	additive	NOUN
american_scientific_journal-1771	29	13	will	will	AUX
american_scientific_journal-1771	29	14	be	be	AUX
american_scientific_journal-1771	29	15	extended	extend	VERB
american_scientific_journal-1771	29	16	to	to	PART
american_scientific_journal-1771	29	17	multivariate	multivariate	VERB
american_scientific_journal-1771	29	18	time	time	NOUN
american_scientific_journal-1771	29	19	series	series	NOUN
american_scientific_journal-1771	29	20	and	and	CCONJ
american_scientific_journal-1771	29	21	their	their	PRON
american_scientific_journal-1771	29	22	performances	performance	NOUN
american_scientific_journal-1771	29	23	in	in	ADP
american_scientific_journal-1771	29	24	terms	term	NOUN
american_scientific_journal-1771	29	25	of	of	ADP
american_scientific_journal-1771	29	26	outlier	outlier	ADJ
american_scientific_journal-1771	29	27	detection	detection	NOUN
american_scientific_journal-1771	29	28	will	will	AUX
american_scientific_journal-1771	29	29	be	be	AUX
american_scientific_journal-1771	29	30	compared	compare	VERB
american_scientific_journal-1771	29	31	to	to	ADP
american_scientific_journal-1771	29	32	the	the	DET
american_scientific_journal-1771	29	33	existing	exist	VERB
american_scientific_journal-1771	29	34	ones	one	NOUN
american_scientific_journal-1771	29	35	.	.	PUNCT
american_scientific_journal-1771	30	1	2	2	X
american_scientific_journal-1771	30	2	.	.	X
american_scientific_journal-1771	30	3	methodology	methodology	NOUN
american_scientific_journal-1771	30	4	in	in	ADP
american_scientific_journal-1771	30	5	this	this	DET
american_scientific_journal-1771	30	6	section	section	NOUN
american_scientific_journal-1771	30	7	,	,	PUNCT
american_scientific_journal-1771	30	8	by	by	ADP
american_scientific_journal-1771	30	9	assuming	assume	VERB
american_scientific_journal-1771	30	10	that	that	SCONJ
american_scientific_journal-1771	30	11	outliers	outlier	NOUN
american_scientific_journal-1771	30	12	have	have	AUX
american_scientific_journal-1771	30	13	either	either	CCONJ
american_scientific_journal-1771	30	14	additive	additive	VERB
american_scientific_journal-1771	30	15	or	or	CCONJ
american_scientific_journal-1771	30	16	convolution	convolution	NOUN
american_scientific_journal-1771	30	17	effect	effect	NOUN
american_scientific_journal-1771	30	18	on	on	ADP
american_scientific_journal-1771	30	19	a	a	DET
american_scientific_journal-1771	30	20	series	series	NOUN
american_scientific_journal-1771	30	21	for	for	ADP
american_scientific_journal-1771	30	22	bivariate	bivariate	ADJ
american_scientific_journal-1771	30	23	time	time	NOUN
american_scientific_journal-1771	30	24	series	series	NOUN
american_scientific_journal-1771	30	25	and	and	CCONJ
american_scientific_journal-1771	30	26	specifying	specify	VERB
american_scientific_journal-1771	30	27	two	two	NUM
american_scientific_journal-1771	30	28	-	-	PUNCT
american_scientific_journal-1771	30	29	variable	variable	NOUN
american_scientific_journal-1771	30	30	vector	vector	NOUN
american_scientific_journal-1771	30	31	autoregressive	autoregressive	ADJ
american_scientific_journal-1771	30	32	(	(	PUNCT
american_scientific_journal-1771	30	33	var	var	NOUN
american_scientific_journal-1771	30	34	)	)	PUNCT
american_scientific_journal-1771	30	35	models	model	NOUN
american_scientific_journal-1771	30	36	,	,	PUNCT
american_scientific_journal-1771	30	37	the	the	DET
american_scientific_journal-1771	30	38	estimate	estimate	NOUN
american_scientific_journal-1771	30	39	of	of	ADP
american_scientific_journal-1771	30	40	the	the	DET
american_scientific_journal-1771	30	41	parameter	parameter	NOUN
american_scientific_journal-1771	30	42	for	for	ADP
american_scientific_journal-1771	30	43	the	the	DET
american_scientific_journal-1771	30	44	american	american	ADJ
american_scientific_journal-1771	30	45	scientific	scientific	PROPN
american_scientific_journal-1771	30	46	research	research	PROPN
american_scientific_journal-1771	30	47	journal	journal	NOUN
american_scientific_journal-1771	30	48	for	for	ADP
american_scientific_journal-1771	30	49	engineering	engineering	NOUN
american_scientific_journal-1771	30	50	,	,	PUNCT
american_scientific_journal-1771	30	51	technology	technology	NOUN
american_scientific_journal-1771	30	52	,	,	PUNCT
american_scientific_journal-1771	30	53	and	and	CCONJ
american_scientific_journal-1771	30	54	sciences	science	NOUN
american_scientific_journal-1771	30	55	(	(	PUNCT
american_scientific_journal-1771	30	56	asrjets	asrjet	NOUN
american_scientific_journal-1771	30	57	)	)	PUNCT
american_scientific_journal-1771	30	58	(	(	PUNCT
american_scientific_journal-1771	30	59	2016	2016	NUM
american_scientific_journal-1771	30	60	)	)	PUNCT
american_scientific_journal-1771	30	61	volume	volume	NOUN
american_scientific_journal-1771	30	62	22	22	NUM
american_scientific_journal-1771	30	63	,	,	PUNCT
american_scientific_journal-1771	30	64	no	no	DET
american_scientific_journal-1771	30	65	1	1	NUM
american_scientific_journal-1771	30	66	,	,	PUNCT
american_scientific_journal-1771	30	67	pp	pp	ADV
american_scientific_journal-1771	30	68	10	10	NUM
american_scientific_journal-1771	30	69	-	-	SYM
american_scientific_journal-1771	30	70	25	25	NUM
american_scientific_journal-1771	30	71	12	12	NUM
american_scientific_journal-1771	30	72	two	two	NUM
american_scientific_journal-1771	30	73	models	model	NOUN
american_scientific_journal-1771	30	74	will	will	AUX
american_scientific_journal-1771	30	75	be	be	AUX
american_scientific_journal-1771	30	76	derived	derive	VERB
american_scientific_journal-1771	30	77	and	and	CCONJ
american_scientific_journal-1771	30	78	their	their	PRON
american_scientific_journal-1771	30	79	corresponding	corresponding	ADJ
american_scientific_journal-1771	30	80	test	test	NOUN
american_scientific_journal-1771	30	81	statistics	statistic	NOUN
american_scientific_journal-1771	30	82	developed	develop	VERB
american_scientific_journal-1771	30	83	.	.	PUNCT
american_scientific_journal-1771	31	1	2.1	2.1	NUM
american_scientific_journal-1771	31	2	derivation	derivation	NOUN
american_scientific_journal-1771	31	3	of	of	ADP
american_scientific_journal-1771	31	4	outlier	outlier	NOUN
american_scientific_journal-1771	31	5	generating	generating	NOUN
american_scientific_journal-1771	31	6	mechanisms	mechanism	NOUN
american_scientific_journal-1771	31	7	for	for	ADP
american_scientific_journal-1771	31	8	additive	additive	ADJ
american_scientific_journal-1771	31	9	outlier	outlier	NOUN
american_scientific_journal-1771	31	10	(	(	PUNCT
american_scientific_journal-1771	31	11	ao	ao	PROPN
american_scientific_journal-1771	31	12	)	)	PUNCT
american_scientific_journal-1771	31	13	model	model	NOUN
american_scientific_journal-1771	31	14	in	in	ADP
american_scientific_journal-1771	31	15	this	this	DET
american_scientific_journal-1771	31	16	subsection	subsection	NOUN
american_scientific_journal-1771	31	17	outlier	outlier	NOUN
american_scientific_journal-1771	31	18	generating	generating	NOUN
american_scientific_journal-1771	31	19	mechanism	mechanism	NOUN
american_scientific_journal-1771	31	20	for	for	ADP
american_scientific_journal-1771	31	21	additive	additive	ADJ
american_scientific_journal-1771	31	22	outlier	outlier	NOUN
american_scientific_journal-1771	31	23	model	model	NOUN
american_scientific_journal-1771	31	24	will	will	AUX
american_scientific_journal-1771	31	25	be	be	AUX
american_scientific_journal-1771	31	26	derived	derive	VERB
american_scientific_journal-1771	31	27	.	.	PUNCT
american_scientific_journal-1771	32	1	generally	generally	ADV
american_scientific_journal-1771	32	2	,	,	PUNCT
american_scientific_journal-1771	32	3	an	an	DET
american_scientific_journal-1771	32	4	additive	additive	ADJ
american_scientific_journal-1771	32	5	outlier	outlier	NOUN
american_scientific_journal-1771	32	6	represents	represent	VERB
american_scientific_journal-1771	32	7	an	an	DET
american_scientific_journal-1771	32	8	unexpected	unexpected	ADJ
american_scientific_journal-1771	32	9	change	change	NOUN
american_scientific_journal-1771	32	10	in	in	ADP
american_scientific_journal-1771	32	11	the	the	DET
american_scientific_journal-1771	32	12	value	value	NOUN
american_scientific_journal-1771	32	13	of	of	ADP
american_scientific_journal-1771	32	14	one	one	NUM
american_scientific_journal-1771	32	15	of	of	ADP
american_scientific_journal-1771	32	16	the	the	DET
american_scientific_journal-1771	32	17	observations	observation	NOUN
american_scientific_journal-1771	32	18	.	.	PUNCT
american_scientific_journal-1771	33	1	it	it	PRON
american_scientific_journal-1771	33	2	can	can	AUX
american_scientific_journal-1771	33	3	appear	appear	VERB
american_scientific_journal-1771	33	4	as	as	ADP
american_scientific_journal-1771	33	5	a	a	DET
american_scientific_journal-1771	33	6	result	result	NOUN
american_scientific_journal-1771	33	7	of	of	ADP
american_scientific_journal-1771	33	8	a	a	DET
american_scientific_journal-1771	33	9	recording	recording	NOUN
american_scientific_journal-1771	33	10	or	or	CCONJ
american_scientific_journal-1771	33	11	measurement	measurement	NOUN
american_scientific_journal-1771	33	12	error	error	NOUN
american_scientific_journal-1771	33	13	or	or	CCONJ
american_scientific_journal-1771	33	14	other	other	ADJ
american_scientific_journal-1771	33	15	single	single	ADJ
american_scientific_journal-1771	33	16	effect	effect	NOUN
american_scientific_journal-1771	33	17	.	.	PUNCT
american_scientific_journal-1771	34	1	the	the	DET
american_scientific_journal-1771	34	2	additive	additive	ADJ
american_scientific_journal-1771	34	3	outlier	outlier	NOUN
american_scientific_journal-1771	34	4	is	be	AUX
american_scientific_journal-1771	34	5	defined	define	VERB
american_scientific_journal-1771	34	6	as	as	ADP
american_scientific_journal-1771	34	7	)	)	PUNCT
american_scientific_journal-1771	35	1	(	(	PUNCT
american_scientific_journal-1771	35	2	t	t	PROPN
american_scientific_journal-1771	35	3	ttt	ttt	PROPN
american_scientific_journal-1771	35	4	zx	zx	NUM
american_scientific_journal-1771	35	5	ξω+=	ξω+=	PROPN
american_scientific_journal-1771	35	6	(	(	PUNCT
american_scientific_journal-1771	35	7	1	1	NUM
american_scientific_journal-1771	35	8	)	)	PUNCT
american_scientific_journal-1771	35	9	where	where	SCONJ
american_scientific_journal-1771	35	10	tx	tx	PROPN
american_scientific_journal-1771	35	11	=	=	SYM
american_scientific_journal-1771	35	12	(	(	PUNCT
american_scientific_journal-1771	35	13	𝑥𝑥1𝑡𝑡,𝑥𝑥2𝑡𝑡	𝑥𝑥1𝑡𝑡,𝑥𝑥2𝑡𝑡	PROPN
american_scientific_journal-1771	35	14	,	,	PUNCT
american_scientific_journal-1771	35	15	…	…	PUNCT
american_scientific_journal-1771	35	16	…	…	PUNCT
american_scientific_journal-1771	35	17	…	…	PUNCT
american_scientific_journal-1771	35	18	.	.	PUNCT
american_scientific_journal-1771	35	19	.	.	PUNCT
american_scientific_journal-1771	36	1	𝑥𝑥𝑘𝑘𝑡𝑡	𝑥𝑥𝑘𝑘𝑡𝑡	PROPN
american_scientific_journal-1771	36	2	)	)	PUNCT
american_scientific_journal-1771	36	3	is	be	AUX
american_scientific_journal-1771	36	4	a	a	DET
american_scientific_journal-1771	36	5	k	k	ADJ
american_scientific_journal-1771	36	6	-	-	ADJ
american_scientific_journal-1771	36	7	dimensional	dimensional	ADJ
american_scientific_journal-1771	36	8	time	time	NOUN
american_scientific_journal-1771	36	9	series	series	NOUN
american_scientific_journal-1771	36	10	,	,	PUNCT
american_scientific_journal-1771	36	11	zt	zt	PROPN
american_scientific_journal-1771	36	12	is	be	AUX
american_scientific_journal-1771	36	13	an	an	DET
american_scientific_journal-1771	36	14	outlier	outlier	ADJ
american_scientific_journal-1771	36	15	free	free	ADJ
american_scientific_journal-1771	36	16	time	time	NOUN
american_scientific_journal-1771	36	17	series	series	NOUN
american_scientific_journal-1771	36	18	that	that	PRON
american_scientific_journal-1771	36	19	is	be	AUX
american_scientific_journal-1771	36	20	assumed	assume	VERB
american_scientific_journal-1771	36	21	to	to	PART
american_scientific_journal-1771	36	22	follow	follow	VERB
american_scientific_journal-1771	36	23	the	the	DET
american_scientific_journal-1771	36	24	autoregressive	autoregressive	ADJ
american_scientific_journal-1771	36	25	moving	move	VERB
american_scientific_journal-1771	36	26	average	average	NOUN
american_scientific_journal-1771	36	27	of	of	ADP
american_scientific_journal-1771	36	28	order	order	NOUN
american_scientific_journal-1771	36	29	(	(	PUNCT
american_scientific_journal-1771	36	30	p	p	X
american_scientific_journal-1771	36	31	,	,	PUNCT
american_scientific_journal-1771	36	32	q	q	NOUN
american_scientific_journal-1771	36	33	)	)	PUNCT
american_scientific_journal-1771	36	34	i.e.	i.e.	X
american_scientific_journal-1771	36	35	arma	arma	X
american_scientific_journal-1771	36	36	(	(	PUNCT
american_scientific_journal-1771	36	37	p	p	X
american_scientific_journal-1771	36	38	,	,	PUNCT
american_scientific_journal-1771	36	39	q	q	NOUN
american_scientific_journal-1771	36	40	)	)	PUNCT
american_scientific_journal-1771	36	41	,	,	PUNCT
american_scientific_journal-1771	36	42	)	)	PUNCT
american_scientific_journal-1771	36	43	(	(	PUNCT
american_scientific_journal-1771	36	44	t	t	PROPN
american_scientific_journal-1771	36	45	tξ	tξ	AUX
american_scientific_journal-1771	36	46	is	be	AUX
american_scientific_journal-1771	36	47	a	a	DET
american_scientific_journal-1771	36	48	time	time	NOUN
american_scientific_journal-1771	36	49	indictor	indictor	NOUN
american_scientific_journal-1771	36	50	such	such	ADJ
american_scientific_journal-1771	36	51	that	that	DET
american_scientific_journal-1771	36	52	1	1	NUM
american_scientific_journal-1771	36	53	)	)	PUNCT
american_scientific_journal-1771	36	54	(	(	PUNCT
american_scientific_journal-1771	36	55	=	=	NOUN
american_scientific_journal-1771	36	56	t	t	X
american_scientific_journal-1771	36	57	tξ	tξ	VERB
american_scientific_journal-1771	36	58	for	for	ADP
american_scientific_journal-1771	36	59	all	all	DET
american_scientific_journal-1771	36	60	0	0	NUM
american_scientific_journal-1771	36	61	)	)	PUNCT
american_scientific_journal-1771	36	62	(	(	PUNCT
american_scientific_journal-1771	36	63	=	=	NOUN
american_scientific_journal-1771	36	64	=	=	SYM
american_scientific_journal-1771	36	65	t	t	PROPN
american_scientific_journal-1771	36	66	tandtt	tandtt	NOUN
american_scientific_journal-1771	36	67	ξ	ξ	X
american_scientific_journal-1771	36	68	otherwise	otherwise	ADV
american_scientific_journal-1771	36	69	,	,	PUNCT
american_scientific_journal-1771	36	70	and	and	CCONJ
american_scientific_journal-1771	36	71	𝜔𝜔	𝜔𝜔	ADP
american_scientific_journal-1771	36	72	=	=	PROPN
american_scientific_journal-1771	36	73	�	�	PROPN
american_scientific_journal-1771	36	74	ω	ω	NUM
american_scientific_journal-1771	36	75	1	1	NUM
american_scientific_journal-1771	36	76	,	,	PUNCT
american_scientific_journal-1771	36	77	…	…	PUNCT
american_scientific_journal-1771	36	78	,	,	PUNCT
american_scientific_journal-1771	36	79	ω	ω	PROPN
american_scientific_journal-1771	36	80	k	k	X
american_scientific_journal-1771	36	81	�	�	PROPN
american_scientific_journal-1771	36	82	′	′	PROPN
american_scientific_journal-1771	36	83	is	be	AUX
american_scientific_journal-1771	36	84	the	the	DET
american_scientific_journal-1771	36	85	size	size	NOUN
american_scientific_journal-1771	36	86	or	or	CCONJ
american_scientific_journal-1771	36	87	the	the	DET
american_scientific_journal-1771	36	88	magnitude	magnitude	NOUN
american_scientific_journal-1771	36	89	of	of	ADP
american_scientific_journal-1771	36	90	outlier	outlier	NOUN
american_scientific_journal-1771	36	91	.	.	PUNCT
american_scientific_journal-1771	37	1	now	now	ADV
american_scientific_journal-1771	37	2	,	,	PUNCT
american_scientific_journal-1771	37	3	given	give	VERB
american_scientific_journal-1771	37	4	vector	vector	NOUN
american_scientific_journal-1771	37	5	models	model	NOUN
american_scientific_journal-1771	37	6	1tx	1tx	ADJ
american_scientific_journal-1771	37	7	and	and	CCONJ
american_scientific_journal-1771	37	8	2tx	2tx	VERB
american_scientific_journal-1771	37	9	such	such	ADJ
american_scientific_journal-1771	37	10	that	that	SCONJ
american_scientific_journal-1771	37	11	1tx	1tx	ADJ
american_scientific_journal-1771	37	12	contains	contain	VERB
american_scientific_journal-1771	37	13	outlier	outlier	NOUN
american_scientific_journal-1771	37	14	and	and	CCONJ
american_scientific_journal-1771	37	15	2tx	2tx	NOUN
american_scientific_journal-1771	37	16	is	be	AUX
american_scientific_journal-1771	37	17	outlier	outlier	NOUN
american_scientific_journal-1771	37	18	free	free	ADJ
american_scientific_journal-1771	37	19	,	,	PUNCT
american_scientific_journal-1771	37	20	the	the	DET
american_scientific_journal-1771	37	21	magnitude	magnitude	NOUN
american_scientific_journal-1771	37	22	of	of	ADP
american_scientific_journal-1771	37	23	such	such	ADJ
american_scientific_journal-1771	37	24	outlier	outlier	NOUN
american_scientific_journal-1771	37	25	and	and	CCONJ
american_scientific_journal-1771	37	26	its	its	PRON
american_scientific_journal-1771	37	27	corresponding	correspond	VERB
american_scientific_journal-1771	37	28	variance	variance	NOUN
american_scientific_journal-1771	37	29	can	can	AUX
american_scientific_journal-1771	37	30	be	be	AUX
american_scientific_journal-1771	37	31	obtained	obtain	VERB
american_scientific_journal-1771	37	32	by	by	ADP
american_scientific_journal-1771	37	33	specifying	specify	VERB
american_scientific_journal-1771	37	34	the	the	DET
american_scientific_journal-1771	37	35	two	two	NUM
american_scientific_journal-1771	37	36	variable	variable	ADJ
american_scientific_journal-1771	37	37	var(2	var(2	NOUN
american_scientific_journal-1771	37	38	)	)	PUNCT
american_scientific_journal-1771	37	39	as	as	ADP
american_scientific_journal-1771	37	40	:	:	SYM
american_scientific_journal-1771	37	41	1	1	NUM
american_scientific_journal-1771	37	42	11	11	NUM
american_scientific_journal-1771	37	43	1	1	NUM
american_scientific_journal-1771	37	44	1	1	NUM
american_scientific_journal-1771	37	45	12	12	NUM
american_scientific_journal-1771	37	46	2	2	NUM
american_scientific_journal-1771	37	47	1	1	NUM
american_scientific_journal-1771	37	48	1	1	NUM
american_scientific_journal-1771	37	49	2	2	NUM
american_scientific_journal-1771	37	50	21	21	NUM
american_scientific_journal-1771	37	51	2	2	NUM
american_scientific_journal-1771	37	52	1	1	NUM
american_scientific_journal-1771	37	53	22	22	NUM
american_scientific_journal-1771	37	54	1	1	NUM
american_scientific_journal-1771	37	55	1	1	NUM
american_scientific_journal-1771	37	56	2	2	NUM
american_scientific_journal-1771	37	57	(	(	PUNCT
american_scientific_journal-1771	37	58	2	2	NUM
american_scientific_journal-1771	37	59	)	)	PUNCT
american_scientific_journal-1771	37	60	t	t	NOUN
american_scientific_journal-1771	37	61	t	t	PROPN
american_scientific_journal-1771	37	62	t	t	PROPN
american_scientific_journal-1771	37	63	t	t	PROPN
american_scientific_journal-1771	37	64	t	t	PROPN
american_scientific_journal-1771	37	65	t	t	PROPN
american_scientific_journal-1771	37	66	t	t	PROPN
american_scientific_journal-1771	37	67	t	t	NOUN
american_scientific_journal-1771	37	68	x	x	PUNCT
american_scientific_journal-1771	37	69	x	x	PUNCT
american_scientific_journal-1771	37	70	x	x	X
american_scientific_journal-1771	37	71	a	a	DET
american_scientific_journal-1771	37	72	x	x	X
american_scientific_journal-1771	37	73	x	x	SYM
american_scientific_journal-1771	37	74	x	x	X
american_scientific_journal-1771	37	75	a	a	PRON
american_scientific_journal-1771	37	76	ϕ	ϕ	X
american_scientific_journal-1771	37	77	ϕ	ϕ	X
american_scientific_journal-1771	37	78	ϕ	ϕ	X
american_scientific_journal-1771	37	79	ϕ	ϕ	X
american_scientific_journal-1771	37	80	−	−	PROPN
american_scientific_journal-1771	37	81	−	−	PROPN
american_scientific_journal-1771	37	82	−	−	NOUN
american_scientific_journal-1771	37	83	−	−	PROPN
american_scientific_journal-1771	38	1	=	=	PUNCT
american_scientific_journal-1771	39	1	+	+	PUNCT
american_scientific_journal-1771	39	2	+	+	CCONJ
american_scientific_journal-1771	39	3	=	=	X
american_scientific_journal-1771	40	1	+	+	X
american_scientific_journal-1771	40	2	+	+	CCONJ
american_scientific_journal-1771	40	3	(	(	PUNCT
american_scientific_journal-1771	40	4	3	3	NUM
american_scientific_journal-1771	40	5	)	)	PUNCT
american_scientific_journal-1771	40	6	where	where	SCONJ
american_scientific_journal-1771	40	7	,	,	PUNCT
american_scientific_journal-1771	40	8	1tx	1tx	ADJ
american_scientific_journal-1771	40	9	and	and	CCONJ
american_scientific_journal-1771	40	10	1	1	NUM
american_scientific_journal-1771	40	11	1tx	1tx	ADJ
american_scientific_journal-1771	40	12	−	−	NOUN
american_scientific_journal-1771	40	13	are	be	AUX
american_scientific_journal-1771	40	14	the	the	DET
american_scientific_journal-1771	40	15	current	current	ADJ
american_scientific_journal-1771	40	16	and	and	CCONJ
american_scientific_journal-1771	40	17	lag	lag	VERB
american_scientific_journal-1771	40	18	values	value	NOUN
american_scientific_journal-1771	40	19	of	of	ADP
american_scientific_journal-1771	40	20	the	the	DET
american_scientific_journal-1771	40	21	response	response	NOUN
american_scientific_journal-1771	40	22	variable	variable	NOUN
american_scientific_journal-1771	40	23	respectively	respectively	ADV
american_scientific_journal-1771	40	24	,	,	PUNCT
american_scientific_journal-1771	40	25	2tx	2tx	NOUN
american_scientific_journal-1771	40	26	and	and	CCONJ
american_scientific_journal-1771	40	27	2	2	NUM
american_scientific_journal-1771	40	28	1tx	1tx	ADJ
american_scientific_journal-1771	40	29	−	−	NOUN
american_scientific_journal-1771	40	30	are	be	AUX
american_scientific_journal-1771	40	31	current	current	ADJ
american_scientific_journal-1771	40	32	and	and	CCONJ
american_scientific_journal-1771	40	33	lag	lag	VERB
american_scientific_journal-1771	40	34	values	value	NOUN
american_scientific_journal-1771	40	35	of	of	ADP
american_scientific_journal-1771	40	36	the	the	DET
american_scientific_journal-1771	40	37	explanatory	explanatory	ADJ
american_scientific_journal-1771	40	38	variable	variable	NOUN
american_scientific_journal-1771	40	39	respectively	respectively	ADV
american_scientific_journal-1771	40	40	.	.	PUNCT
american_scientific_journal-1771	41	1	now	now	ADV
american_scientific_journal-1771	41	2	considering	consider	VERB
american_scientific_journal-1771	41	3	equation	equation	NOUN
american_scientific_journal-1771	41	4	(	(	PUNCT
american_scientific_journal-1771	41	5	3	3	NUM
american_scientific_journal-1771	41	6	)	)	PUNCT
american_scientific_journal-1771	41	7	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	41	8	=	=	PUNCT
american_scientific_journal-1771	41	9	∅21𝑋𝑋2𝑡𝑡−1	∅21𝑋𝑋2𝑡𝑡−1	PROPN
american_scientific_journal-1771	41	10	+	+	SYM
american_scientific_journal-1771	41	11	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	42	1	+	+	CCONJ
american_scientific_journal-1771	42	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	42	3	when	when	SCONJ
american_scientific_journal-1771	42	4	𝑋𝑋2𝑡𝑡−1	𝑋𝑋2𝑡𝑡−1	PROPN
american_scientific_journal-1771	42	5	is	be	AUX
american_scientific_journal-1771	42	6	contaminated	contaminate	VERB
american_scientific_journal-1771	42	7	and	and	CCONJ
american_scientific_journal-1771	42	8	assumed	assume	VERB
american_scientific_journal-1771	42	9	additive	additive	ADJ
american_scientific_journal-1771	42	10	model	model	NOUN
american_scientific_journal-1771	42	11	,	,	PUNCT
american_scientific_journal-1771	42	12	we	we	PRON
american_scientific_journal-1771	42	13	have	have	AUX
american_scientific_journal-1771	42	14	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	42	15	=	=	SYM
american_scientific_journal-1771	42	16	∅21	∅21	PROPN
american_scientific_journal-1771	42	17	�	�	PROPN
american_scientific_journal-1771	42	18	𝑍𝑍𝑡𝑡−1	𝑍𝑍𝑡𝑡−1	NOUN
american_scientific_journal-1771	42	19	+	+	X
american_scientific_journal-1771	42	20	𝜔𝜔𝜉𝜉𝑡𝑡−1	𝜔𝜔𝜉𝜉𝑡𝑡−1	PUNCT
american_scientific_journal-1771	42	21	(	(	PUNCT
american_scientific_journal-1771	42	22	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	42	23	)	)	PUNCT
american_scientific_journal-1771	42	24	�	�	PROPN
american_scientific_journal-1771	42	25	+	+	CCONJ
american_scientific_journal-1771	42	26	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	43	1	+	+	CCONJ
american_scientific_journal-1771	43	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	43	3	(	(	PUNCT
american_scientific_journal-1771	43	4	4	4	NUM
american_scientific_journal-1771	43	5	)	)	PUNCT
american_scientific_journal-1771	43	6	=	=	SYM
american_scientific_journal-1771	43	7	∅21	∅21	PROPN
american_scientific_journal-1771	43	8	𝑍𝑍𝑡𝑡−1	𝑍𝑍𝑡𝑡−1	NOUN
american_scientific_journal-1771	43	9	+	+	CCONJ
american_scientific_journal-1771	43	10	𝜙𝜙21	𝜙𝜙21	PROPN
american_scientific_journal-1771	43	11	𝜔𝜔𝜉𝜉𝑡𝑡−1	𝜔𝜔𝜉𝜉𝑡𝑡−1	PROPN
american_scientific_journal-1771	43	12	(	(	PUNCT
american_scientific_journal-1771	43	13	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	43	14	)	)	PUNCT
american_scientific_journal-1771	43	15	+	+	NOUN
american_scientific_journal-1771	43	16	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	44	1	+	+	CCONJ
american_scientific_journal-1771	44	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	44	3	american	american	ADJ
american_scientific_journal-1771	44	4	scientific	scientific	ADJ
american_scientific_journal-1771	44	5	research	research	NOUN
american_scientific_journal-1771	44	6	journal	journal	NOUN
american_scientific_journal-1771	44	7	for	for	ADP
american_scientific_journal-1771	44	8	engineering	engineering	NOUN
american_scientific_journal-1771	44	9	,	,	PUNCT
american_scientific_journal-1771	44	10	technology	technology	NOUN
american_scientific_journal-1771	44	11	,	,	PUNCT
american_scientific_journal-1771	44	12	and	and	CCONJ
american_scientific_journal-1771	44	13	sciences	science	NOUN
american_scientific_journal-1771	44	14	(	(	PUNCT
american_scientific_journal-1771	44	15	asrjets	asrjet	NOUN
american_scientific_journal-1771	44	16	)	)	PUNCT
american_scientific_journal-1771	44	17	(	(	PUNCT
american_scientific_journal-1771	44	18	2016	2016	NUM
american_scientific_journal-1771	44	19	)	)	PUNCT
american_scientific_journal-1771	44	20	volume	volume	NOUN
american_scientific_journal-1771	44	21	22	22	NUM
american_scientific_journal-1771	44	22	,	,	PUNCT
american_scientific_journal-1771	44	23	no	no	DET
american_scientific_journal-1771	44	24	1	1	NUM
american_scientific_journal-1771	44	25	,	,	PUNCT
american_scientific_journal-1771	44	26	pp	pp	ADV
american_scientific_journal-1771	44	27	10	10	NUM
american_scientific_journal-1771	44	28	-	-	SYM
american_scientific_journal-1771	44	29	25	25	NUM
american_scientific_journal-1771	44	30	13	13	NUM
american_scientific_journal-1771	44	31	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	44	32	=	=	SYM
american_scientific_journal-1771	45	1	∅22	∅22	PROPN
american_scientific_journal-1771	45	2	𝑋𝑋1𝑡𝑡−1	𝑋𝑋1𝑡𝑡−1	VERB
american_scientific_journal-1771	45	3	+	+	PROPN
american_scientific_journal-1771	46	1	𝜙𝜙21	𝜙𝜙21	PROPN
american_scientific_journal-1771	46	2	𝑍𝑍𝑡𝑡−1	𝑍𝑍𝑡𝑡−1	X
american_scientific_journal-1771	46	3	+	+	PUNCT
american_scientific_journal-1771	46	4	𝜙𝜙21	𝜙𝜙21	PROPN
american_scientific_journal-1771	46	5	𝜔𝜔𝜉𝜉𝑡𝑡−1	𝜔𝜔𝜉𝜉𝑡𝑡−1	PROPN
american_scientific_journal-1771	46	6	(	(	PUNCT
american_scientific_journal-1771	46	7	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	46	8	)	)	PUNCT
american_scientific_journal-1771	46	9	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	46	10	=	=	SYM
american_scientific_journal-1771	46	11	∅22	∅22	PROPN
american_scientific_journal-1771	46	12	𝑋𝑋1𝑡𝑡−1	𝑋𝑋1𝑡𝑡−1	VERB
american_scientific_journal-1771	46	13	+	+	CCONJ
american_scientific_journal-1771	47	1	𝜙𝜙21	𝜙𝜙21	PROPN
american_scientific_journal-1771	47	2	𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡−1	𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡−1	ADJ
american_scientific_journal-1771	47	3	+	+	NUM
american_scientific_journal-1771	48	1	𝜙𝜙21	𝜙𝜙21	PROPN
american_scientific_journal-1771	48	2	𝜔𝜔𝜉𝜉𝑡𝑡−1	𝜔𝜔𝜉𝜉𝑡𝑡−1	PUNCT
american_scientific_journal-1771	48	3	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	48	4	=	=	SYM
american_scientific_journal-1771	48	5	∅22	∅22	PROPN
american_scientific_journal-1771	48	6	𝑋𝑋1𝑡𝑡−1	𝑋𝑋1𝑡𝑡−1	VERB
american_scientific_journal-1771	48	7	+	+	CCONJ
american_scientific_journal-1771	48	8	𝜙𝜙21	𝜙𝜙21	PROPN
american_scientific_journal-1771	48	9	𝜉𝜉𝑡𝑡−1	𝜉𝜉𝑡𝑡−1	PROPN
american_scientific_journal-1771	48	10	�	�	PROPN
american_scientific_journal-1771	48	11	𝜔𝜔	𝜔𝜔	ADP
american_scientific_journal-1771	48	12	+	+	ADJ
american_scientific_journal-1771	48	13	𝜑𝜑(𝛽𝛽	𝜑𝜑(𝛽𝛽	PROPN
american_scientific_journal-1771	48	14	)	)	PUNCT
american_scientific_journal-1771	48	15	�	�	PROPN
american_scientific_journal-1771	48	16	therefore	therefore	ADV
american_scientific_journal-1771	48	17	,	,	PUNCT
american_scientific_journal-1771	48	18	the	the	DET
american_scientific_journal-1771	48	19	general	general	ADJ
american_scientific_journal-1771	48	20	the	the	DET
american_scientific_journal-1771	48	21	additive	additive	ADJ
american_scientific_journal-1771	48	22	model	model	NOUN
american_scientific_journal-1771	48	23	is	be	AUX
american_scientific_journal-1771	48	24	given	give	VERB
american_scientific_journal-1771	48	25	as	as	ADP
american_scientific_journal-1771	48	26	𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴:𝑋𝑋𝐴𝐴𝐴𝐴𝑡𝑡	𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴:𝑋𝑋𝐴𝐴𝐴𝐴𝑡𝑡	ADJ
american_scientific_journal-1771	48	27	=	=	SYM
american_scientific_journal-1771	48	28	𝜙𝜙𝐴𝐴𝐴𝐴𝑋𝑋𝑗𝑗𝑡𝑡−1	𝜙𝜙𝐴𝐴𝐴𝐴𝑋𝑋𝑗𝑗𝑡𝑡−1	X
american_scientific_journal-1771	48	29	+	+	NUM
american_scientific_journal-1771	48	30	∅𝐴𝐴𝑗𝑗𝜖𝜖𝑡𝑡−1	∅𝐴𝐴𝑗𝑗𝜖𝜖𝑡𝑡−1	NOUN
american_scientific_journal-1771	48	31	�	�	NOUN
american_scientific_journal-1771	48	32	𝜔𝜔	𝜔𝜔	ADP
american_scientific_journal-1771	48	33	+	+	ADJ
american_scientific_journal-1771	48	34	𝜑𝜑(𝛽𝛽	𝜑𝜑(𝛽𝛽	PROPN
american_scientific_journal-1771	48	35	)	)	PUNCT
american_scientific_journal-1771	48	36	�	�	PROPN
american_scientific_journal-1771	48	37	(	(	PUNCT
american_scientific_journal-1771	48	38	5	5	NUM
american_scientific_journal-1771	48	39	)	)	PUNCT
american_scientific_journal-1771	48	40	2.1.1	2.1.1	NUM
american_scientific_journal-1771	48	41	derivation	derivation	NOUN
american_scientific_journal-1771	48	42	of	of	ADP
american_scientific_journal-1771	48	43	the	the	DET
american_scientific_journal-1771	48	44	magnitude	magnitude	NOUN
american_scientific_journal-1771	48	45	of	of	ADP
american_scientific_journal-1771	48	46	outlier	outlier	NOUN
american_scientific_journal-1771	48	47	for	for	ADP
american_scientific_journal-1771	48	48	ao	ao	NOUN
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american_scientific_journal-1771	48	50	1	1	NUM
american_scientific_journal-1771	48	51	11	11	NUM
american_scientific_journal-1771	48	52	1	1	NUM
american_scientific_journal-1771	48	53	1	1	NUM
american_scientific_journal-1771	48	54	12	12	NUM
american_scientific_journal-1771	48	55	2	2	NUM
american_scientific_journal-1771	48	56	1	1	NUM
american_scientific_journal-1771	48	57	1	1	NUM
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american_scientific_journal-1771	48	59	defined	define	VERB
american_scientific_journal-1771	48	60	in	in	ADP
american_scientific_journal-1771	48	61	equation	equation	NOUN
american_scientific_journal-1771	48	62	(	(	PUNCT
american_scientific_journal-1771	48	63	2)t	2)t	NUM
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american_scientific_journal-1771	48	65	t	t	PROPN
american_scientific_journal-1771	48	66	tx	tx	PROPN
american_scientific_journal-1771	48	67	x	x	PUNCT
american_scientific_journal-1771	48	68	x	x	X
american_scientific_journal-1771	48	69	aϕ	aϕ	VERB
american_scientific_journal-1771	48	70	ϕ−	ϕ−	PROPN
american_scientific_journal-1771	48	71	−=	−=	ADP
american_scientific_journal-1771	48	72	+	+	PROPN
american_scientific_journal-1771	49	1	+	+	CCONJ
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american_scientific_journal-1771	49	3	,	,	PUNCT
american_scientific_journal-1771	49	4	(	(	PUNCT
american_scientific_journal-1771	49	5	)	)	PUNCT
american_scientific_journal-1771	49	6	(	(	PUNCT
american_scientific_journal-1771	49	7	)	)	PUNCT
american_scientific_journal-1771	49	8	(	(	PUNCT
american_scientific_journal-1771	49	9	)	)	PUNCT
american_scientific_journal-1771	49	10	(	(	PUNCT
american_scientific_journal-1771	49	11	)	)	PUNCT
american_scientific_journal-1771	49	12	(	(	PUNCT
american_scientific_journal-1771	49	13	)	)	PUNCT
american_scientific_journal-1771	49	14	(	(	PUNCT
american_scientific_journal-1771	49	15	)	)	PUNCT
american_scientific_journal-1771	49	16	(	(	PUNCT
american_scientific_journal-1771	49	17	)	)	PUNCT
american_scientific_journal-1771	49	18	(	(	PUNCT
american_scientific_journal-1771	49	19	)	)	PUNCT
american_scientific_journal-1771	49	20	11	11	NUM
american_scientific_journal-1771	49	21	12	12	NUM
american_scientific_journal-1771	49	22	2	2	NUM
american_scientific_journal-1771	49	23	1	1	NUM
american_scientific_journal-1771	49	24	1	1	NUM
american_scientific_journal-1771	49	25	(	(	PUNCT
american_scientific_journal-1771	49	26	)	)	PUNCT
american_scientific_journal-1771	49	27	(	(	PUNCT
american_scientific_journal-1771	49	28	)	)	PUNCT
american_scientific_journal-1771	49	29	11	11	NUM
american_scientific_journal-1771	49	30	12	12	NUM
american_scientific_journal-1771	49	31	1	1	NUM
american_scientific_journal-1771	49	32	(	(	PUNCT
american_scientific_journal-1771	49	33	6	6	NUM
american_scientific_journal-1771	49	34	)	)	PUNCT
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american_scientific_journal-1771	49	36	t	t	PROPN
american_scientific_journal-1771	49	37	t	t	PROPN
american_scientific_journal-1771	49	38	t	t	PROPN
american_scientific_journal-1771	49	39	t	t	PROPN
american_scientific_journal-1771	49	40	t	t	PROPN
american_scientific_journal-1771	49	41	t	t	PROPN
american_scientific_journal-1771	49	42	t	t	PROPN
american_scientific_journal-1771	49	43	t	t	PROPN
american_scientific_journal-1771	49	44	t	t	PROPN
american_scientific_journal-1771	49	45	t	t	PROPN
american_scientific_journal-1771	49	46	t	t	PROPN
american_scientific_journal-1771	49	47	t	t	PROPN
american_scientific_journal-1771	49	48	t	t	PROPN
american_scientific_journal-1771	49	49	t	t	PROPN
american_scientific_journal-1771	49	50	z	z	PROPN
american_scientific_journal-1771	49	51	z	z	NOUN
american_scientific_journal-1771	49	52	x	x	DET
american_scientific_journal-1771	49	53	a	a	DET
american_scientific_journal-1771	49	54	a	a	DET
american_scientific_journal-1771	49	55	a	a	PRON
american_scientific_journal-1771	49	56	ωξ	ωξ	ADP
american_scientific_journal-1771	49	57	ϕ	ϕ	NOUN
american_scientific_journal-1771	49	58	ωξ	ωξ	ADP
american_scientific_journal-1771	49	59	ϕ	ϕ	PROPN
american_scientific_journal-1771	49	60	θ	θ	NOUN
american_scientific_journal-1771	49	61	β	β	X
american_scientific_journal-1771	49	62	θ	θ	X
american_scientific_journal-1771	49	63	β	β	X
american_scientific_journal-1771	49	64	ωξ	ωξ	ADP
american_scientific_journal-1771	49	65	ϕ	ϕ	X
american_scientific_journal-1771	49	66	ωξ	ωξ	ADP
american_scientific_journal-1771	49	67	ϕ	ϕ	PROPN
american_scientific_journal-1771	49	68	φ	φ	PROPN
american_scientific_journal-1771	49	69	β	β	X
american_scientific_journal-1771	49	70	ϕ	ϕ	X
american_scientific_journal-1771	49	71	β	β	X
american_scientific_journal-1771	49	72	ϕ	ϕ	X
american_scientific_journal-1771	49	73	β	β	X
american_scientific_journal-1771	49	74	−+	−+	NOUN
american_scientific_journal-1771	49	75	=	=	PUNCT
american_scientific_journal-1771	50	1	+	+	PUNCT
american_scientific_journal-1771	50	2	+	+	CCONJ
american_scientific_journal-1771	50	3	+	+	NUM
american_scientific_journal-1771	50	4			NOUN
american_scientific_journal-1771	50	5			NUM
american_scientific_journal-1771	50	6	+	+	SYM
american_scientific_journal-1771	50	7	=	=	PUNCT
american_scientific_journal-1771	51	1	+	+	PUNCT
american_scientific_journal-1771	52	1	+	+	CCONJ
american_scientific_journal-1771	52	2	+	+	ADJ
american_scientific_journal-1771	52	3			ADJ
american_scientific_journal-1771	52	4			PROPN
american_scientific_journal-1771	52	5			NOUN
american_scientific_journal-1771	52	6			PROPN
american_scientific_journal-1771	52	7	l	l	NOUN
american_scientific_journal-1771	52	8	(	(	PUNCT
american_scientific_journal-1771	52	9	)	)	PUNCT
american_scientific_journal-1771	52	10	(	(	PUNCT
american_scientific_journal-1771	52	11	)	)	PUNCT
american_scientific_journal-1771	52	12	(	(	PUNCT
american_scientific_journal-1771	52	13	)	)	PUNCT
american_scientific_journal-1771	52	14	(	(	PUNCT
american_scientific_journal-1771	52	15	)	)	PUNCT
american_scientific_journal-1771	52	16	(	(	PUNCT
american_scientific_journal-1771	52	17	)	)	PUNCT
american_scientific_journal-1771	52	18	)	)	PUNCT
american_scientific_journal-1771	52	19	(	(	PUNCT
american_scientific_journal-1771	52	20	12	12	NUM
american_scientific_journal-1771	52	21	)	)	PUNCT
american_scientific_journal-1771	52	22	(	(	PUNCT
american_scientific_journal-1771	52	23	111	111	NUM
american_scientific_journal-1771	52	24	t	t	NOUN
american_scientific_journal-1771	52	25	tt	tt	PROPN
american_scientific_journal-1771	52	26	t	t	PROPN
american_scientific_journal-1771	52	27	tta	tta	PROPN
american_scientific_journal-1771	52	28	ωξβϕφω	ωξβϕφω	PROPN
american_scientific_journal-1771	52	29	βφ	βφ	ADP
american_scientific_journal-1771	52	30	βθφ	βθφ	PROPN
american_scientific_journal-1771	52	31	βφ	βφ	ADP
american_scientific_journal-1771	52	32	βθ	βθ	ADJ
american_scientific_journal-1771	52	33	−+	−+	PROPN
american_scientific_journal-1771	52	34			PROPN
american_scientific_journal-1771	52	35			PROPN
american_scientific_journal-1771	52	36			ADJ
american_scientific_journal-1771	52	37			NUM
american_scientific_journal-1771	52	38			NOUN
american_scientific_journal-1771	52	39	∈+=	∈+=	NOUN
american_scientific_journal-1771	52	40			PROPN
american_scientific_journal-1771	52	41			PROPN
american_scientific_journal-1771	52	42			ADJ
american_scientific_journal-1771	52	43			NUM
american_scientific_journal-1771	52	44			PROPN
american_scientific_journal-1771	52	45	−	−	PROPN
american_scientific_journal-1771	52	46			X
american_scientific_journal-1771	52	47	(	(	PUNCT
american_scientific_journal-1771	52	48	)	)	PUNCT
american_scientific_journal-1771	52	49	(	(	PUNCT
american_scientific_journal-1771	52	50	)	)	PUNCT
american_scientific_journal-1771	52	51	(	(	PUNCT
american_scientific_journal-1771	52	52	)	)	PUNCT
american_scientific_journal-1771	52	53	(	(	PUNCT
american_scientific_journal-1771	52	54	)	)	PUNCT
american_scientific_journal-1771	52	55	(	(	PUNCT
american_scientific_journal-1771	52	56	)	)	PUNCT
american_scientific_journal-1771	52	57	1	1	X
american_scientific_journal-1771	52	58	)	)	PUNCT
american_scientific_journal-1771	52	59	(	(	PUNCT
american_scientific_journal-1771	52	60	12	12	NUM
american_scientific_journal-1771	52	61	)	)	PUNCT
american_scientific_journal-1771	52	62	(	(	PUNCT
american_scientific_journal-1771	52	63	11	11	NUM
american_scientific_journal-1771	52	64	−	−	PROPN
american_scientific_journal-1771	52	65	−+	−+	PROPN
american_scientific_journal-1771	52	66			PROPN
american_scientific_journal-1771	52	67			PROPN
american_scientific_journal-1771	52	68			ADJ
american_scientific_journal-1771	52	69			NUM
american_scientific_journal-1771	52	70			NOUN
american_scientific_journal-1771	52	71	+	+	X
american_scientific_journal-1771	52	72	=	=	SYM
american_scientific_journal-1771	52	73	βθ	βθ	PROPN
american_scientific_journal-1771	52	74	βφ	βφ	ADP
american_scientific_journal-1771	52	75	ωξβϕφωξ	ωξβϕφωξ	NOUN
american_scientific_journal-1771	52	76	βθ	βθ	INTJ
american_scientific_journal-1771	52	77	βφφ	βφφ	NOUN
american_scientific_journal-1771	53	1	t	t	X
american_scientific_journal-1771	53	2	tt	tt	PROPN
american_scientific_journal-1771	53	3	t	t	PROPN
american_scientific_journal-1771	53	4	t	t	PROPN
american_scientific_journal-1771	53	5	ta	ta	PROPN
american_scientific_journal-1771	53	6			X
american_scientific_journal-1771	53	7	(	(	PUNCT
american_scientific_journal-1771	53	8	7	7	NUM
american_scientific_journal-1771	53	9	)	)	PUNCT
american_scientific_journal-1771	53	10	summing	sum	VERB
american_scientific_journal-1771	53	11	the	the	DET
american_scientific_journal-1771	53	12	square	square	NOUN
american_scientific_journal-1771	53	13	of	of	ADP
american_scientific_journal-1771	53	14	equation	equation	NOUN
american_scientific_journal-1771	53	15	(	(	PUNCT
american_scientific_journal-1771	53	16	1.9	1.9	NUM
american_scientific_journal-1771	53	17	)	)	PUNCT
american_scientific_journal-1771	53	18	over	over	ADP
american_scientific_journal-1771	53	19	n	n	NOUN
american_scientific_journal-1771	53	20	we	we	PRON
american_scientific_journal-1771	53	21	have	have	VERB
american_scientific_journal-1771	53	22	(	(	PUNCT
american_scientific_journal-1771	53	23	)	)	PUNCT
american_scientific_journal-1771	53	24	(	(	PUNCT
american_scientific_journal-1771	53	25	)	)	PUNCT
american_scientific_journal-1771	53	26	(	(	PUNCT
american_scientific_journal-1771	53	27	)	)	PUNCT
american_scientific_journal-1771	53	28	(	(	PUNCT
american_scientific_journal-1771	53	29	)	)	PUNCT
american_scientific_journal-1771	53	30	(	(	PUNCT
american_scientific_journal-1771	53	31	)	)	PUNCT
american_scientific_journal-1771	53	32	∑	∑	PUNCT
american_scientific_journal-1771	53	33	∑	∑	PUNCT
american_scientific_journal-1771	53	34	=	=	PUNCT
american_scientific_journal-1771	54	1	=	=	PUNCT
american_scientific_journal-1771	54	2			PROPN
american_scientific_journal-1771	54	3			PROPN
american_scientific_journal-1771	54	4			PROPN
american_scientific_journal-1771	54	5			PROPN
american_scientific_journal-1771	54	6			PROPN
american_scientific_journal-1771	54	7			PROPN
american_scientific_journal-1771	54	8			ADJ
american_scientific_journal-1771	54	9			ADJ
american_scientific_journal-1771	54	10			ADJ
american_scientific_journal-1771	54	11			ADJ
american_scientific_journal-1771	54	12			NUM
american_scientific_journal-1771	54	13			PROPN
american_scientific_journal-1771	54	14	−	−	PROPN
american_scientific_journal-1771	54	15	−+	−+	NOUN
american_scientific_journal-1771	54	16			PUNCT
american_scientific_journal-1771	54	17			PROPN
american_scientific_journal-1771	55	1			INTJ
american_scientific_journal-1771	55	2			NOUN
american_scientific_journal-1771	55	3			VERB
american_scientific_journal-1771	55	4	+	+	CCONJ
american_scientific_journal-1771	55	5	=	=	SYM
american_scientific_journal-1771	55	6	n	n	PART
american_scientific_journal-1771	55	7	t	t	PROPN
american_scientific_journal-1771	55	8	n	n	ADP
american_scientific_journal-1771	55	9	t	t	PROPN
american_scientific_journal-1771	55	10	t	t	X
american_scientific_journal-1771	55	11	tt	tt	PROPN
american_scientific_journal-1771	55	12	t	t	PROPN
american_scientific_journal-1771	55	13	t	t	X
american_scientific_journal-1771	55	14	ta	ta	PROPN
american_scientific_journal-1771	55	15	1	1	NUM
american_scientific_journal-1771	55	16	1	1	NUM
american_scientific_journal-1771	55	17	)	)	PUNCT
american_scientific_journal-1771	55	18	(	(	PUNCT
american_scientific_journal-1771	55	19	12	12	NUM
american_scientific_journal-1771	55	20	)	)	PUNCT
american_scientific_journal-1771	55	21	(	(	PUNCT
american_scientific_journal-1771	55	22	11	11	NUM
american_scientific_journal-1771	55	23	2	2	NUM
american_scientific_journal-1771	55	24	1	1	NUM
american_scientific_journal-1771	55	25	βθ	βθ	NOUN
american_scientific_journal-1771	55	26	βφ	βφ	ADP
american_scientific_journal-1771	55	27	ωξβϕφωξ	ωξβϕφωξ	NOUN
american_scientific_journal-1771	55	28	βθ	βθ	ADP
american_scientific_journal-1771	55	29	βφφ	βφφ	ADJ
american_scientific_journal-1771	55	30			ADJ
american_scientific_journal-1771	55	31	(	(	PUNCT
american_scientific_journal-1771	55	32	8)	8)	NUM
american_scientific_journal-1771	55	33	differentiating	differentiate	VERB
american_scientific_journal-1771	55	34	equation	equation	NOUN
american_scientific_journal-1771	55	35	(	(	PUNCT
american_scientific_journal-1771	55	36	1.7	1.7	NUM
american_scientific_journal-1771	55	37	)	)	PUNCT
american_scientific_journal-1771	55	38	with	with	ADP
american_scientific_journal-1771	55	39	respect	respect	NOUN
american_scientific_journal-1771	55	40	to	to	ADP
american_scientific_journal-1771	55	41	ω	ω	NUM
american_scientific_journal-1771	55	42	and	and	CCONJ
american_scientific_journal-1771	55	43	setting	set	VERB
american_scientific_journal-1771	55	44	to	to	ADP
american_scientific_journal-1771	55	45	zero	zero	NUM
american_scientific_journal-1771	55	46	,	,	PUNCT
american_scientific_journal-1771	55	47	we	we	PRON
american_scientific_journal-1771	55	48	obtain	obtain	VERB
american_scientific_journal-1771	55	49	the	the	DET
american_scientific_journal-1771	55	50	magnitude	magnitude	NOUN
american_scientific_journal-1771	55	51	of	of	ADP
american_scientific_journal-1771	55	52	outlier	outlier	NOUN
american_scientific_journal-1771	55	53	in	in	ADP
american_scientific_journal-1771	55	54	the	the	DET
american_scientific_journal-1771	55	55	model	model	NOUN
american_scientific_journal-1771	55	56	as	as	ADP
american_scientific_journal-1771	55	57	american	american	PROPN
american_scientific_journal-1771	55	58	scientific	scientific	PROPN
american_scientific_journal-1771	55	59	research	research	PROPN
american_scientific_journal-1771	55	60	journal	journal	NOUN
american_scientific_journal-1771	55	61	for	for	ADP
american_scientific_journal-1771	55	62	engineering	engineering	NOUN
american_scientific_journal-1771	55	63	,	,	PUNCT
american_scientific_journal-1771	55	64	technology	technology	NOUN
american_scientific_journal-1771	55	65	,	,	PUNCT
american_scientific_journal-1771	55	66	and	and	CCONJ
american_scientific_journal-1771	55	67	sciences	science	NOUN
american_scientific_journal-1771	55	68	(	(	PUNCT
american_scientific_journal-1771	55	69	asrjets	asrjet	NOUN
american_scientific_journal-1771	55	70	)	)	PUNCT
american_scientific_journal-1771	55	71	(	(	PUNCT
american_scientific_journal-1771	55	72	2016	2016	NUM
american_scientific_journal-1771	55	73	)	)	PUNCT
american_scientific_journal-1771	55	74	volume	volume	NOUN
american_scientific_journal-1771	55	75	22	22	NUM
american_scientific_journal-1771	55	76	,	,	PUNCT
american_scientific_journal-1771	55	77	no	no	DET
american_scientific_journal-1771	55	78	1	1	NUM
american_scientific_journal-1771	55	79	,	,	PUNCT
american_scientific_journal-1771	55	80	pp	pp	ADV
american_scientific_journal-1771	55	81	10	10	NUM
american_scientific_journal-1771	55	82	-	-	SYM
american_scientific_journal-1771	55	83	25	25	NUM
american_scientific_journal-1771	55	84	14	14	NUM
american_scientific_journal-1771	55	85	(	(	PUNCT
american_scientific_journal-1771	55	86	)	)	PUNCT
american_scientific_journal-1771	55	87	(	(	PUNCT
american_scientific_journal-1771	55	88	)	)	PUNCT
american_scientific_journal-1771	55	89	(	(	PUNCT
american_scientific_journal-1771	55	90	)	)	PUNCT
american_scientific_journal-1771	55	91	(	(	PUNCT
american_scientific_journal-1771	55	92	)	)	PUNCT
american_scientific_journal-1771	55	93	(	(	PUNCT
american_scientific_journal-1771	55	94	)	)	PUNCT
american_scientific_journal-1771	55	95	0	0	NUM
american_scientific_journal-1771	55	96	1	1	NUM
american_scientific_journal-1771	55	97	2	2	NUM
american_scientific_journal-1771	55	98	ˆ	ˆ	NOUN
american_scientific_journal-1771	55	99	)	)	PUNCT
american_scientific_journal-1771	55	100	(	(	PUNCT
american_scientific_journal-1771	55	101	12	12	NUM
american_scientific_journal-1771	55	102	)	)	PUNCT
american_scientific_journal-1771	55	103	(	(	PUNCT
american_scientific_journal-1771	55	104	1	1	NUM
american_scientific_journal-1771	55	105	112	112	NUM
american_scientific_journal-1771	55	106	2	2	NUM
american_scientific_journal-1771	55	107	=	=	NOUN
american_scientific_journal-1771	55	108	−+	−+	NOUN
american_scientific_journal-1771	55	109			PUNCT
american_scientific_journal-1771	56	1			INTJ
american_scientific_journal-1771	57	1			INTJ
american_scientific_journal-1771	57	2			NOUN
american_scientific_journal-1771	57	3			VERB
american_scientific_journal-1771	57	4	+	+	CCONJ
american_scientific_journal-1771	57	5			NOUN
american_scientific_journal-1771	57	6			PUNCT
american_scientific_journal-1771	58	1			PROPN
american_scientific_journal-1771	59	1			INTJ
american_scientific_journal-1771	59	2			NOUN
american_scientific_journal-1771	59	3			VERB
american_scientific_journal-1771	59	4	−	−	NOUN
american_scientific_journal-1771	59	5	=	=	SYM
american_scientific_journal-1771	59	6	∂	∂	NUM
american_scientific_journal-1771	59	7	∂	∂	NOUN
american_scientific_journal-1771	59	8	∑	∑	PROPN
american_scientific_journal-1771	59	9	=	=	SYM
american_scientific_journal-1771	59	10	t	t	PROPN
american_scientific_journal-1771	59	11	tt	tt	PROPN
american_scientific_journal-1771	59	12	t	t	PROPN
american_scientific_journal-1771	59	13	t	t	PROPN
american_scientific_journal-1771	59	14	n	n	ADP
american_scientific_journal-1771	59	15	ta	ta	X
american_scientific_journal-1771	59	16	ta	ta	ADP
american_scientific_journal-1771	59	17	ωξβϕφωξ	ωξβϕφωξ	NOUN
american_scientific_journal-1771	59	18	βθ	βθ	INTJ
american_scientific_journal-1771	59	19	βφφ	βφφ	NOUN
american_scientific_journal-1771	59	20	βθ	βθ	INTJ
american_scientific_journal-1771	59	21	βφω	βφω	PROPN
american_scientific_journal-1771	60	1	l	l	NOUN
american_scientific_journal-1771	60	2	(	(	PUNCT
american_scientific_journal-1771	60	3	9	9	NUM
american_scientific_journal-1771	60	4	)	)	PUNCT
american_scientific_journal-1771	60	5	(	(	PUNCT
american_scientific_journal-1771	60	6	)	)	PUNCT
american_scientific_journal-1771	60	7	(	(	PUNCT
american_scientific_journal-1771	60	8	)	)	PUNCT
american_scientific_journal-1771	60	9	(	(	PUNCT
american_scientific_journal-1771	60	10	)	)	PUNCT
american_scientific_journal-1771	60	11	∑	∑	PROPN
american_scientific_journal-1771	60	12	∑∑	∑∑	NOUN
american_scientific_journal-1771	60	13	=	=	PUNCT
american_scientific_journal-1771	61	1	=	=	SYM
american_scientific_journal-1771	61	2	=	=	SYM
american_scientific_journal-1771	61	3	=	=	SYM
american_scientific_journal-1771	61	4	−+	−+	NOUN
american_scientific_journal-1771	61	5			PUNCT
american_scientific_journal-1771	61	6			INTJ
american_scientific_journal-1771	62	1			INTJ
american_scientific_journal-1771	62	2			NOUN
american_scientific_journal-1771	62	3			VERB
american_scientific_journal-1771	62	4	+	+	CCONJ
american_scientific_journal-1771	62	5	n	n	NUM
american_scientific_journal-1771	62	6	t	t	PROPN
american_scientific_journal-1771	62	7	n	n	ADP
american_scientific_journal-1771	62	8	t	t	PROPN
american_scientific_journal-1771	62	9	t	t	PROPN
american_scientific_journal-1771	62	10	n	n	PROPN
american_scientific_journal-1771	62	11	t	t	PROPN
american_scientific_journal-1771	62	12	1	1	NUM
american_scientific_journal-1771	62	13	1	1	NUM
american_scientific_journal-1771	62	14	12	12	NUM
american_scientific_journal-1771	62	15	1	1	NUM
american_scientific_journal-1771	62	16	11	11	NUM
american_scientific_journal-1771	62	17	0ωβϕφω	0ωβϕφω	NUM
american_scientific_journal-1771	62	18	βθ	βθ	PROPN
american_scientific_journal-1771	62	19	βφφ	βφφ	PROPN
american_scientific_journal-1771	62	20			X
american_scientific_journal-1771	62	21	(	(	PUNCT
american_scientific_journal-1771	62	22	)	)	PUNCT
american_scientific_journal-1771	62	23	(	(	PUNCT
american_scientific_journal-1771	62	24	)	)	PUNCT
american_scientific_journal-1771	62	25	(	(	PUNCT
american_scientific_journal-1771	62	26	)	)	PUNCT
american_scientific_journal-1771	62	27	(	(	PUNCT
american_scientific_journal-1771	62	28	)	)	PUNCT
american_scientific_journal-1771	62	29	(	(	PUNCT
american_scientific_journal-1771	62	30	)	)	PUNCT
american_scientific_journal-1771	62	31	(	(	PUNCT
american_scientific_journal-1771	62	32	)	)	PUNCT
american_scientific_journal-1771	62	33	(	(	PUNCT
american_scientific_journal-1771	62	34	)	)	PUNCT
american_scientific_journal-1771	62	35	t	t	PROPN
american_scientific_journal-1771	62	36	t	t	PROPN
american_scientific_journal-1771	62	37			X
american_scientific_journal-1771	62	38			ADJ
american_scientific_journal-1771	62	39	βϕφ	βϕφ	NOUN
american_scientific_journal-1771	62	40	βφ	βφ	X
american_scientific_journal-1771	62	41	βθφφω	βθφφω	NOUN
american_scientific_journal-1771	62	42	ωβϕφωφ	ωβϕφωφ	ADV
american_scientific_journal-1771	63	1	βθ	βθ	ADP
american_scientific_journal-1771	63	2	βφφ	βφφ	ADJ
american_scientific_journal-1771	63	3	121111	121111	NUM
american_scientific_journal-1771	63	4	121111	121111	NUM
american_scientific_journal-1771	63	5	1	1	NUM
american_scientific_journal-1771	63	6	0	0	NUM
american_scientific_journal-1771	64	1	+	+	NOUN
american_scientific_journal-1771	64	2	=	=	NOUN
american_scientific_journal-1771	64	3	−	−	X
american_scientific_journal-1771	64	4	=	=	NOUN
american_scientific_journal-1771	64	5	−++	−++	NUM
american_scientific_journal-1771	64	6			INTJ
american_scientific_journal-1771	64	7			PROPN
american_scientific_journal-1771	65	1			INTJ
american_scientific_journal-1771	65	2			NOUN
american_scientific_journal-1771	65	3			VERB
american_scientific_journal-1771	65	4	(	(	PUNCT
american_scientific_journal-1771	65	5	)	)	PUNCT
american_scientific_journal-1771	65	6	(	(	PUNCT
american_scientific_journal-1771	65	7	)	)	PUNCT
american_scientific_journal-1771	65	8	(	(	PUNCT
american_scientific_journal-1771	65	9	)	)	PUNCT
american_scientific_journal-1771	65	10	11	11	NUM
american_scientific_journal-1771	65	11	1211	1211	NUM
american_scientific_journal-1771	65	12	1	1	NUM
american_scientific_journal-1771	65	13	ˆ	ˆ	NOUN
american_scientific_journal-1771	65	14	φ	φ	PROPN
american_scientific_journal-1771	65	15	βϕφ	βϕφ	PROPN
american_scientific_journal-1771	65	16	βφ	βφ	ADP
american_scientific_journal-1771	65	17	βθφ	βθφ	PROPN
american_scientific_journal-1771	65	18	ω	ω	PROPN
american_scientific_journal-1771	65	19	−	−	PROPN
american_scientific_journal-1771	66	1	+	+	CCONJ
american_scientific_journal-1771	66	2	=	=	SYM
american_scientific_journal-1771	66	3	t	t	PROPN
american_scientific_journal-1771	66	4	a	a	DET
american_scientific_journal-1771	66	5			X
american_scientific_journal-1771	66	6	(	(	PUNCT
american_scientific_journal-1771	66	7	)	)	PUNCT
american_scientific_journal-1771	66	8	(	(	PUNCT
american_scientific_journal-1771	66	9	)	)	PUNCT
american_scientific_journal-1771	66	10	11	11	NUM
american_scientific_journal-1771	66	11	12	12	NUM
american_scientific_journal-1771	66	12	1	1	NUM
american_scientific_journal-1771	66	13	1ˆ	1ˆ	NUM
american_scientific_journal-1771	66	14	φ	φ	PROPN
american_scientific_journal-1771	66	15	φβϕω	φβϕω	NOUN
american_scientific_journal-1771	67	1	−	−	PROPN
american_scientific_journal-1771	68	1	+	+	CCONJ
american_scientific_journal-1771	68	2	=	=	SYM
american_scientific_journal-1771	68	3	t	t	PROPN
american_scientific_journal-1771	68	4	a	a	DET
american_scientific_journal-1771	68	5			X
american_scientific_journal-1771	68	6	(	(	PUNCT
american_scientific_journal-1771	68	7	10	10	NUM
american_scientific_journal-1771	68	8	)	)	PUNCT
american_scientific_journal-1771	68	9	therefore	therefore	ADV
american_scientific_journal-1771	68	10	,	,	PUNCT
american_scientific_journal-1771	68	11	the	the	DET
american_scientific_journal-1771	68	12	estimate	estimate	NOUN
american_scientific_journal-1771	68	13	of	of	ADP
american_scientific_journal-1771	68	14	the	the	DET
american_scientific_journal-1771	68	15	variance	variance	NOUN
american_scientific_journal-1771	68	16	is	be	AUX
american_scientific_journal-1771	68	17	(	(	PUNCT
american_scientific_journal-1771	68	18	)	)	PUNCT
american_scientific_journal-1771	68	19	(	(	PUNCT
american_scientific_journal-1771	68	20	)	)	PUNCT
american_scientific_journal-1771	68	21	2	2	NUM
american_scientific_journal-1771	68	22	2	2	NUM
american_scientific_journal-1771	68	23	2	2	NUM
american_scientific_journal-1771	68	24	12	12	NUM
american_scientific_journal-1771	68	25	2	2	NUM
american_scientific_journal-1771	68	26	11	11	NUM
american_scientific_journal-1771	68	27	ˆ	ˆ	NOUN
american_scientific_journal-1771	68	28	1	1	NUM
american_scientific_journal-1771	68	29	a	a	DET
american_scientific_journal-1771	68	30	av	av	PROPN
american_scientific_journal-1771	68	31	φ	φ	PROPN
american_scientific_journal-1771	68	32	β	β	X
american_scientific_journal-1771	68	33	ϕ	ϕ	PROPN
american_scientific_journal-1771	68	34	σ	σ	PROPN
american_scientific_journal-1771	68	35	ω	ω	PROPN
american_scientific_journal-1771	68	36	ϕ	ϕ	PROPN
american_scientific_journal-1771	68	37			PROPN
american_scientific_journal-1771	68	38			PROPN
american_scientific_journal-1771	68	39			NOUN
american_scientific_journal-1771	68	40			NOUN
american_scientific_journal-1771	68	41			NOUN
american_scientific_journal-1771	68	42	=	=	VERB
american_scientific_journal-1771	68	43	−	−	PROPN
american_scientific_journal-1771	68	44	2	2	NUM
american_scientific_journal-1771	68	45	2	2	NUM
american_scientific_journal-1771	68	46	212	212	NUM
american_scientific_journal-1771	68	47	111	111	NUM
american_scientific_journal-1771	68	48	a	a	DET
american_scientific_journal-1771	68	49	ϕ	ϕ	NOUN
american_scientific_journal-1771	68	50	φ	φ	X
american_scientific_journal-1771	68	51	β	β	PROPN
american_scientific_journal-1771	68	52	σ	σ	PROPN
american_scientific_journal-1771	68	53	ϕ	ϕ	PROPN
american_scientific_journal-1771	68	54			PROPN
american_scientific_journal-1771	68	55			NOUN
american_scientific_journal-1771	68	56			PUNCT
american_scientific_journal-1771	69	1	=	=	PUNCT
american_scientific_journal-1771	69	2			NOUN
american_scientific_journal-1771	69	3			NOUN
american_scientific_journal-1771	69	4	−	−	PROPN
american_scientific_journal-1771	69	5			PUNCT
american_scientific_journal-1771	70	1			ADV
american_scientific_journal-1771	70	2			PUNCT
american_scientific_journal-1771	71	1	(	(	PUNCT
american_scientific_journal-1771	71	2	11	11	NUM
american_scientific_journal-1771	71	3	)	)	PUNCT
american_scientific_journal-1771	71	4	with	with	ADP
american_scientific_journal-1771	71	5	the	the	DET
american_scientific_journal-1771	71	6	estimates	estimate	NOUN
american_scientific_journal-1771	71	7	of	of	ADP
american_scientific_journal-1771	71	8	mean	mean	NOUN
american_scientific_journal-1771	71	9	and	and	CCONJ
american_scientific_journal-1771	71	10	variance	variance	NOUN
american_scientific_journal-1771	71	11	of	of	ADP
american_scientific_journal-1771	71	12	the	the	DET
american_scientific_journal-1771	71	13	magnitude	magnitude	NOUN
american_scientific_journal-1771	71	14	of	of	ADP
american_scientific_journal-1771	71	15	ao	ao	PROPN
american_scientific_journal-1771	71	16	derived	derive	VERB
american_scientific_journal-1771	71	17	,	,	PUNCT
american_scientific_journal-1771	71	18	the	the	DET
american_scientific_journal-1771	71	19	test	test	NOUN
american_scientific_journal-1771	71	20	statistic	statistic	NOUN
american_scientific_journal-1771	71	21	for	for	ADP
american_scientific_journal-1771	71	22	testing	test	VERB
american_scientific_journal-1771	71	23	the	the	DET
american_scientific_journal-1771	71	24	presence	presence	NOUN
american_scientific_journal-1771	71	25	of	of	ADP
american_scientific_journal-1771	71	26	outlier	outlier	NOUN
american_scientific_journal-1771	71	27	for	for	ADP
american_scientific_journal-1771	71	28	additive	additive	ADJ
american_scientific_journal-1771	71	29	model	model	NOUN
american_scientific_journal-1771	71	30	is	be	AUX
american_scientific_journal-1771	71	31	constructed	construct	VERB
american_scientific_journal-1771	71	32	as	as	SCONJ
american_scientific_journal-1771	71	33	follows	follow	VERB
american_scientific_journal-1771	71	34	:	:	PUNCT
american_scientific_journal-1771	71	35	(	(	PUNCT
american_scientific_journal-1771	71	36	)	)	PUNCT
american_scientific_journal-1771	72	1	12	12	NUM
american_scientific_journal-1771	72	2	11	11	NUM
american_scientific_journal-1771	72	3	11	11	NUM
american_scientific_journal-1771	72	4	12	12	NUM
american_scientific_journal-1771	72	5	12	12	NUM
american_scientific_journal-1771	72	6	12	12	NUM
american_scientific_journal-1771	72	7	1	1	NUM
american_scientific_journal-1771	72	8	1	1	NUM
american_scientific_journal-1771	72	9	.	.	NOUN
american_scientific_journal-1771	72	10	1	1	NUM
american_scientific_journal-1771	72	11	1	1	NUM
american_scientific_journal-1771	72	12	(	(	PUNCT
american_scientific_journal-1771	72	13	12	12	NUM
american_scientific_journal-1771	72	14	)	)	PUNCT
american_scientific_journal-1771	72	15	t	t	NOUN
american_scientific_journal-1771	72	16	i	i	PRON
american_scientific_journal-1771	72	17	a	a	DET
american_scientific_journal-1771	72	18	t	t	X
american_scientific_journal-1771	73	1	i	i	PRON
american_scientific_journal-1771	73	2	a	a	DET
american_scientific_journal-1771	73	3	ϕ	ϕ	NOUN
american_scientific_journal-1771	73	4	ϕλ	ϕλ	ADP
american_scientific_journal-1771	73	5	ϕ	ϕ	PROPN
american_scientific_journal-1771	73	6	ϕ	ϕ	PROPN
american_scientific_journal-1771	73	7	σ	σ	X
american_scientific_journal-1771	73	8	ϕ	ϕ	PROPN
american_scientific_journal-1771	73	9	λ	λ	PROPN
american_scientific_journal-1771	73	10	ϕ	ϕ	PROPN
american_scientific_journal-1771	73	11	σ	σ	X
american_scientific_journal-1771	73	12	+	+	CCONJ
american_scientific_journal-1771	73	13	−	−	PROPN
american_scientific_journal-1771	73	14	=	=	SYM
american_scientific_journal-1771	74	1	−	−	PROPN
american_scientific_journal-1771	74	2	+	+	NUM
american_scientific_journal-1771	74	3	=	=	SYM
american_scientific_journal-1771	74	4	l	l	NOUN
american_scientific_journal-1771	74	5	l	l	NOUN
american_scientific_journal-1771	74	6	american	american	ADJ
american_scientific_journal-1771	74	7	scientific	scientific	ADJ
american_scientific_journal-1771	74	8	research	research	NOUN
american_scientific_journal-1771	74	9	journal	journal	NOUN
american_scientific_journal-1771	74	10	for	for	ADP
american_scientific_journal-1771	74	11	engineering	engineering	NOUN
american_scientific_journal-1771	74	12	,	,	PUNCT
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american_scientific_journal-1771	74	14	,	,	PUNCT
american_scientific_journal-1771	74	15	and	and	CCONJ
american_scientific_journal-1771	74	16	sciences	science	NOUN
american_scientific_journal-1771	74	17	(	(	PUNCT
american_scientific_journal-1771	74	18	asrjets	asrjet	NOUN
american_scientific_journal-1771	74	19	)	)	PUNCT
american_scientific_journal-1771	74	20	(	(	PUNCT
american_scientific_journal-1771	74	21	2016	2016	NUM
american_scientific_journal-1771	74	22	)	)	PUNCT
american_scientific_journal-1771	74	23	volume	volume	NOUN
american_scientific_journal-1771	74	24	22	22	NUM
american_scientific_journal-1771	74	25	,	,	PUNCT
american_scientific_journal-1771	74	26	no	no	DET
american_scientific_journal-1771	74	27	1	1	NUM
american_scientific_journal-1771	74	28	,	,	PUNCT
american_scientific_journal-1771	74	29	pp	pp	ADV
american_scientific_journal-1771	74	30	10	10	NUM
american_scientific_journal-1771	74	31	-	-	SYM
american_scientific_journal-1771	74	32	25	25	NUM
american_scientific_journal-1771	74	33	15	15	NUM
american_scientific_journal-1771	74	34	2.2	2.2	NUM
american_scientific_journal-1771	74	35	derivation	derivation	NOUN
american_scientific_journal-1771	74	36	of	of	ADP
american_scientific_journal-1771	74	37	outlier	outlier	NOUN
american_scientific_journal-1771	74	38	generating	generating	NOUN
american_scientific_journal-1771	74	39	mechanisms	mechanism	NOUN
american_scientific_journal-1771	74	40	for	for	ADP
american_scientific_journal-1771	74	41	convolution	convolution	NOUN
american_scientific_journal-1771	74	42	outlier	outlier	NOUN
american_scientific_journal-1771	74	43	(	(	PUNCT
american_scientific_journal-1771	74	44	mo	mo	PROPN
american_scientific_journal-1771	74	45	)	)	PUNCT
american_scientific_journal-1771	74	46	model	model	NOUN
american_scientific_journal-1771	74	47	the	the	DET
american_scientific_journal-1771	74	48	outlier	outlier	ADJ
american_scientific_journal-1771	74	49	effect	effect	NOUN
american_scientific_journal-1771	74	50	on	on	ADP
american_scientific_journal-1771	74	51	a	a	DET
american_scientific_journal-1771	74	52	given	give	VERB
american_scientific_journal-1771	74	53	series	series	NOUN
american_scientific_journal-1771	74	54	may	may	AUX
american_scientific_journal-1771	74	55	be	be	AUX
american_scientific_journal-1771	74	56	either	either	CCONJ
american_scientific_journal-1771	74	57	additive	additive	ADJ
american_scientific_journal-1771	74	58	or	or	CCONJ
american_scientific_journal-1771	74	59	innovative	innovative	ADJ
american_scientific_journal-1771	74	60	and	and	CCONJ
american_scientific_journal-1771	74	61	the	the	DET
american_scientific_journal-1771	74	62	effect	effect	NOUN
american_scientific_journal-1771	74	63	may	may	AUX
american_scientific_journal-1771	74	64	be	be	AUX
american_scientific_journal-1771	74	65	a	a	DET
american_scientific_journal-1771	74	66	combination	combination	NOUN
american_scientific_journal-1771	74	67	of	of	ADP
american_scientific_journal-1771	74	68	the	the	DET
american_scientific_journal-1771	74	69	two	two	NUM
american_scientific_journal-1771	74	70	[	[	X
american_scientific_journal-1771	74	71	26	26	NUM
american_scientific_journal-1771	74	72	]	]	PUNCT
american_scientific_journal-1771	74	73	.	.	PUNCT
american_scientific_journal-1771	75	1	by	by	ADP
american_scientific_journal-1771	75	2	this	this	PRON
american_scientific_journal-1771	75	3	,	,	PUNCT
american_scientific_journal-1771	75	4	we	we	PRON
american_scientific_journal-1771	75	5	propose	propose	VERB
american_scientific_journal-1771	75	6	the	the	DET
american_scientific_journal-1771	75	7	convolution	convolution	NOUN
american_scientific_journal-1771	75	8	of	of	ADP
american_scientific_journal-1771	75	9	the	the	DET
american_scientific_journal-1771	75	10	additive	additive	ADJ
american_scientific_journal-1771	75	11	and	and	CCONJ
american_scientific_journal-1771	75	12	innovative	innovative	ADJ
american_scientific_journal-1771	75	13	outliers	outlier	NOUN
american_scientific_journal-1771	75	14	for	for	ADP
american_scientific_journal-1771	75	15	the	the	DET
american_scientific_journal-1771	75	16	multivariate	multivariate	NOUN
american_scientific_journal-1771	75	17	setting	setting	NOUN
american_scientific_journal-1771	75	18	as	as	SCONJ
american_scientific_journal-1771	75	19	follows	follow	VERB
american_scientific_journal-1771	75	20	:	:	PUNCT
american_scientific_journal-1771	75	21	the	the	DET
american_scientific_journal-1771	75	22	innovative	innovative	ADJ
american_scientific_journal-1771	75	23	and	and	CCONJ
american_scientific_journal-1771	75	24	additive	additive	ADJ
american_scientific_journal-1771	75	25	models	model	NOUN
american_scientific_journal-1771	75	26	are	be	AUX
american_scientific_journal-1771	75	27	defined	define	VERB
american_scientific_journal-1771	75	28	respectively	respectively	ADV
american_scientific_journal-1771	75	29	as	as	SCONJ
american_scientific_journal-1771	75	30	follows	follow	VERB
american_scientific_journal-1771	75	31	:	:	PUNCT
american_scientific_journal-1771	75	32	(	(	PUNCT
american_scientific_journal-1771	75	33	)	)	PUNCT
american_scientific_journal-1771	75	34	model	model	NOUN
american_scientific_journal-1771	75	35	additivefor	additivefor	VERB
american_scientific_journal-1771	75	36	model	model	NOUN
american_scientific_journal-1771	75	37	innovativefor	innovativefor	PROPN
american_scientific_journal-1771	75	38	)	)	PUNCT
american_scientific_journal-1771	75	39	(	(	PUNCT
american_scientific_journal-1771	75	40	t	t	PROPN
american_scientific_journal-1771	75	41	ttta	ttta	NOUN
american_scientific_journal-1771	75	42	t	t	NOUN
american_scientific_journal-1771	75	43	ttti	ttti	NUM
american_scientific_journal-1771	75	44	zx	zx	NUM
american_scientific_journal-1771	75	45	zx	zx	INTJ
american_scientific_journal-1771	75	46	ωξ	ωξ	ADP
american_scientific_journal-1771	75	47	ωξβϕ	ωξβϕ	X
american_scientific_journal-1771	76	1	+	+	PROPN
american_scientific_journal-1771	76	2	=	=	SYM
american_scientific_journal-1771	76	3	+	+	NOUN
american_scientific_journal-1771	76	4	=	=	SYM
american_scientific_journal-1771	76	5	the	the	DET
american_scientific_journal-1771	76	6	convolution	convolution	NOUN
american_scientific_journal-1771	76	7	involved	involve	VERB
american_scientific_journal-1771	76	8	adding	add	VERB
american_scientific_journal-1771	76	9	both	both	CCONJ
american_scientific_journal-1771	76	10	innovative	innovative	ADJ
american_scientific_journal-1771	76	11	and	and	CCONJ
american_scientific_journal-1771	76	12	additive	additive	ADJ
american_scientific_journal-1771	76	13	models	model	NOUN
american_scientific_journal-1771	76	14	[	[	X
american_scientific_journal-1771	76	15	26	26	NUM
american_scientific_journal-1771	76	16	]	]	PUNCT
american_scientific_journal-1771	76	17	.	.	PUNCT
american_scientific_journal-1771	77	1	this	this	PRON
american_scientific_journal-1771	77	2	gives	give	VERB
american_scientific_journal-1771	77	3	(	(	PUNCT
american_scientific_journal-1771	77	4	)	)	PUNCT
american_scientific_journal-1771	77	5	(	(	PUNCT
american_scientific_journal-1771	77	6	)	)	PUNCT
american_scientific_journal-1771	77	7	βϕωξ	βϕωξ	ADJ
american_scientific_journal-1771	78	1	+	+	PROPN
american_scientific_journal-1771	78	2	+	+	NOUN
american_scientific_journal-1771	78	3	=	=	SYM
american_scientific_journal-1771	78	4	12	12	NUM
american_scientific_journal-1771	78	5	t	t	NOUN
american_scientific_journal-1771	78	6	tttc	tttc	NOUN
american_scientific_journal-1771	78	7	zx	zx	INTJ
american_scientific_journal-1771	78	8	(	(	PUNCT
american_scientific_journal-1771	78	9	13	13	NUM
american_scientific_journal-1771	78	10	)	)	PUNCT
american_scientific_journal-1771	78	11	for	for	ADP
american_scientific_journal-1771	78	12	the	the	DET
american_scientific_journal-1771	78	13	general	general	ADJ
american_scientific_journal-1771	78	14	case	case	NOUN
american_scientific_journal-1771	78	15	of	of	ADP
american_scientific_journal-1771	78	16	co	co	NOUN
american_scientific_journal-1771	78	17	,	,	PUNCT
american_scientific_journal-1771	78	18	now	now	ADV
american_scientific_journal-1771	78	19	considering	consider	VERB
american_scientific_journal-1771	78	20	,	,	PUNCT
american_scientific_journal-1771	78	21	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	78	22	=	=	SYM
american_scientific_journal-1771	78	23	∅21𝑋𝑋2𝑡𝑡−1	∅21𝑋𝑋2𝑡𝑡−1	PROPN
american_scientific_journal-1771	78	24	+	+	SYM
american_scientific_journal-1771	78	25	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	79	1	+	+	CCONJ
american_scientific_journal-1771	79	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	79	3	as	as	SCONJ
american_scientific_journal-1771	79	4	defined	define	VERB
american_scientific_journal-1771	79	5	in	in	ADP
american_scientific_journal-1771	79	6	equation	equation	NOUN
american_scientific_journal-1771	79	7	(	(	PUNCT
american_scientific_journal-1771	79	8	2	2	X
american_scientific_journal-1771	79	9	)	)	PUNCT
american_scientific_journal-1771	79	10	assuming	assume	VERB
american_scientific_journal-1771	79	11	𝑋𝑋2𝑡𝑡−1	𝑋𝑋2𝑡𝑡−1	NOUN
american_scientific_journal-1771	79	12	is	be	AUX
american_scientific_journal-1771	79	13	contaminated	contaminate	VERB
american_scientific_journal-1771	79	14	,	,	PUNCT
american_scientific_journal-1771	79	15	we	we	PRON
american_scientific_journal-1771	79	16	have	have	AUX
american_scientific_journal-1771	79	17	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	79	18	=	=	SYM
american_scientific_journal-1771	79	19	∅21	∅21	PROPN
american_scientific_journal-1771	79	20	�	�	PROPN
american_scientific_journal-1771	79	21	2𝑍𝑍𝑡𝑡−1	2𝑍𝑍𝑡𝑡−1	NUM
american_scientific_journal-1771	79	22	+	+	NUM
american_scientific_journal-1771	79	23	𝜔𝜔𝜉𝜉𝑡𝑡	𝜔𝜔𝜉𝜉𝑡𝑡	PROPN
american_scientific_journal-1771	79	24	(	(	PUNCT
american_scientific_journal-1771	79	25	𝑇𝑇)(1	𝑇𝑇)(1	NOUN
american_scientific_journal-1771	79	26	+	+	ADJ
american_scientific_journal-1771	79	27	𝜑𝜑(𝛽𝛽	𝜑𝜑(𝛽𝛽	NOUN
american_scientific_journal-1771	79	28	)	)	PUNCT
american_scientific_journal-1771	79	29	)	)	PUNCT
american_scientific_journal-1771	79	30	�	�	PROPN
american_scientific_journal-1771	79	31	+	+	CCONJ
american_scientific_journal-1771	79	32	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	80	1	+	+	CCONJ
american_scientific_journal-1771	80	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	80	3	(	(	PUNCT
american_scientific_journal-1771	80	4	14	14	NUM
american_scientific_journal-1771	80	5	)	)	PUNCT
american_scientific_journal-1771	80	6	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	80	7	=	=	SYM
american_scientific_journal-1771	80	8	2∅21𝑍𝑍𝑡𝑡−1	2∅21𝑍𝑍𝑡𝑡−1	NUM
american_scientific_journal-1771	80	9	+	+	NUM
american_scientific_journal-1771	80	10	∅21𝜔𝜔𝜉𝜉𝑡𝑡	∅21𝜔𝜔𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-1771	80	11	(	(	PUNCT
american_scientific_journal-1771	80	12	𝑇𝑇)(1	𝑇𝑇)(1	NOUN
american_scientific_journal-1771	80	13	+	+	ADJ
american_scientific_journal-1771	80	14	𝜑𝜑(𝛽𝛽	𝜑𝜑(𝛽𝛽	NOUN
american_scientific_journal-1771	80	15	)	)	PUNCT
american_scientific_journal-1771	80	16	)	)	PUNCT
american_scientific_journal-1771	81	1	+	+	CCONJ
american_scientific_journal-1771	81	2	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	82	1	+	+	CCONJ
american_scientific_journal-1771	82	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	82	3	where	where	SCONJ
american_scientific_journal-1771	82	4	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	NUM
american_scientific_journal-1771	82	5	=	=	SYM
american_scientific_journal-1771	82	6	𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	PROPN
american_scientific_journal-1771	82	7	(	(	PUNCT
american_scientific_journal-1771	82	8	𝑇𝑇)and	𝑇𝑇)and	NUM
american_scientific_journal-1771	82	9	𝑍𝑍𝑡𝑡−1	𝑍𝑍𝑡𝑡−1	X
american_scientific_journal-1771	82	10	=	=	SYM
american_scientific_journal-1771	82	11	𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	PROPN
american_scientific_journal-1771	82	12	(	(	PUNCT
american_scientific_journal-1771	82	13	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	82	14	)	)	PUNCT
american_scientific_journal-1771	82	15	we	we	PRON
american_scientific_journal-1771	82	16	then	then	ADV
american_scientific_journal-1771	82	17	have	have	AUX
american_scientific_journal-1771	82	18	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	82	19	=	=	SYM
american_scientific_journal-1771	82	20	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	NUM
american_scientific_journal-1771	82	21	(	(	PUNCT
american_scientific_journal-1771	82	22	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	82	23	)	)	PUNCT
american_scientific_journal-1771	82	24	+	+	CCONJ
american_scientific_journal-1771	82	25	∅21𝜔𝜔𝜉𝜉𝑡𝑡	∅21𝜔𝜔𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-1771	82	26	(	(	PUNCT
american_scientific_journal-1771	82	27	𝑇𝑇)(1	𝑇𝑇)(1	NOUN
american_scientific_journal-1771	82	28	+	+	ADJ
american_scientific_journal-1771	82	29	𝜑𝜑(𝛽𝛽	𝜑𝜑(𝛽𝛽	NOUN
american_scientific_journal-1771	82	30	)	)	PUNCT
american_scientific_journal-1771	82	31	)	)	PUNCT
american_scientific_journal-1771	83	1	+	+	CCONJ
american_scientific_journal-1771	83	2	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	83	3	+	+	CCONJ
american_scientific_journal-1771	83	4	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	83	5	(	(	PUNCT
american_scientific_journal-1771	83	6	15	15	NUM
american_scientific_journal-1771	83	7	)	)	PUNCT
american_scientific_journal-1771	83	8	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	83	9	=	=	SYM
american_scientific_journal-1771	84	1	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	NUM
american_scientific_journal-1771	84	2	(	(	PUNCT
american_scientific_journal-1771	84	3	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	84	4	)	)	PUNCT
american_scientific_journal-1771	84	5	+	+	CCONJ
american_scientific_journal-1771	84	6	∅21𝜔𝜔𝜉𝜉𝑡𝑡−1	∅21𝜔𝜔𝜉𝜉𝑡𝑡−1	ADJ
american_scientific_journal-1771	84	7	+	+	CCONJ
american_scientific_journal-1771	84	8	∅21𝜔𝜔𝜉𝜉𝑡𝑡	∅21𝜔𝜔𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-1771	84	9	(	(	PUNCT
american_scientific_journal-1771	84	10	𝑇𝑇)𝜑𝜑(𝛽𝛽	𝑇𝑇)𝜑𝜑(𝛽𝛽	PROPN
american_scientific_journal-1771	84	11	)	)	PUNCT
american_scientific_journal-1771	85	1	+	+	SYM
american_scientific_journal-1771	85	2	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	86	1	+	+	CCONJ
american_scientific_journal-1771	86	2	𝑎𝑎1𝑡𝑡	𝑎𝑎1𝑡𝑡	ADJ
american_scientific_journal-1771	86	3	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	86	4	=	=	SYM
american_scientific_journal-1771	86	5	∅22𝑋𝑋1	∅22𝑋𝑋1	PROPN
american_scientific_journal-1771	86	6	𝑡𝑡−1	𝑡𝑡−1	PROPN
american_scientific_journal-1771	86	7	+	+	CCONJ
american_scientific_journal-1771	87	1	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	NUM
american_scientific_journal-1771	87	2	(	(	PUNCT
american_scientific_journal-1771	87	3	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	87	4	)	)	PUNCT
american_scientific_journal-1771	87	5	+	+	CCONJ
american_scientific_journal-1771	87	6	∅21𝜔𝜔𝜉𝜉𝑡𝑡	∅21𝜔𝜔𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-1771	87	7	(	(	PUNCT
american_scientific_journal-1771	87	8	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	87	9	)	)	PUNCT
american_scientific_journal-1771	87	10	+	+	CCONJ
american_scientific_journal-1771	87	11	∅21𝜔𝜔𝜉𝜉𝑡𝑡	∅21𝜔𝜔𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-1771	87	12	(	(	PUNCT
american_scientific_journal-1771	87	13	𝑇𝑇)𝜑𝜑(𝛽𝛽	𝑇𝑇)𝜑𝜑(𝛽𝛽	PROPN
american_scientific_journal-1771	87	14	)	)	PUNCT
american_scientific_journal-1771	87	15	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	87	16	=	=	SYM
american_scientific_journal-1771	88	1	∅22𝑋𝑋1	∅22𝑋𝑋1	PROPN
american_scientific_journal-1771	88	2	𝑡𝑡−1	𝑡𝑡−1	PROPN
american_scientific_journal-1771	88	3	+	+	CCONJ
american_scientific_journal-1771	89	1	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	2∅21𝜑𝜑(𝛽𝛽)𝜉𝜉𝑡𝑡	NUM
american_scientific_journal-1771	89	2	(	(	PUNCT
american_scientific_journal-1771	89	3	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-1771	89	4	)	)	PUNCT
american_scientific_journal-1771	89	5	+	+	CCONJ
american_scientific_journal-1771	89	6	∅21𝜔𝜔𝜉𝜉𝑡𝑡	∅21𝜔𝜔𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-1771	89	7	(	(	PUNCT
american_scientific_journal-1771	89	8	𝑇𝑇)	𝑇𝑇)	PROPN
american_scientific_journal-1771	89	9	�	�	PROPN
american_scientific_journal-1771	89	10	1	1	NUM
american_scientific_journal-1771	89	11	+	+	CCONJ
american_scientific_journal-1771	89	12	𝜑𝜑(𝛽𝛽	𝜑𝜑(𝛽𝛽	PROPN
american_scientific_journal-1771	89	13	)	)	PUNCT
american_scientific_journal-1771	89	14	�	�	PROPN
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american_scientific_journal-1771	90	47	is	be	AUX
american_scientific_journal-1771	90	48	𝐶𝐶𝐴𝐴𝐶𝐶𝐴𝐴𝐴𝐴𝐴𝐴𝐶𝐶𝐴𝐴𝐴𝐴𝐴𝐴𝐶𝐶𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴:𝑋𝑋𝐶𝐶𝐴𝐴𝑡𝑡	𝐶𝐶𝐴𝐴𝐶𝐶𝐴𝐴𝐴𝐴𝐴𝐴𝐶𝐶𝐴𝐴𝐴𝐴𝐴𝐴𝐶𝐶𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴𝐴:𝑋𝑋𝐶𝐶𝐴𝐴𝑡𝑡	ADJ
american_scientific_journal-1771	90	49	=	=	SYM
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american_scientific_journal-1771	90	51	+	+	NUM
american_scientific_journal-1771	90	52	∅𝐴𝐴𝑗𝑗𝜉𝜉𝑡𝑡−1𝑇𝑇	∅𝐴𝐴𝑗𝑗𝜉𝜉𝑡𝑡−1𝑇𝑇	NOUN
american_scientific_journal-1771	90	53	[	[	X
american_scientific_journal-1771	90	54	2𝜑𝜑(𝛽𝛽	2𝜑𝜑(𝛽𝛽	NUM
american_scientific_journal-1771	90	55	)	)	PUNCT
american_scientific_journal-1771	91	1	+	+	CCONJ
american_scientific_journal-1771	91	2	𝜔𝜔(1	𝜔𝜔(1	PROPN
american_scientific_journal-1771	91	3	+	+	PUNCT
american_scientific_journal-1771	91	4	𝛽𝛽	𝛽𝛽	NOUN
american_scientific_journal-1771	91	5	)	)	PUNCT
american_scientific_journal-1771	91	6	]	]	PUNCT
american_scientific_journal-1771	91	7	(	(	PUNCT
american_scientific_journal-1771	91	8	17	17	NUM
american_scientific_journal-1771	91	9	)	)	SYM
american_scientific_journal-1771	91	10	2.1.2	2.1.2	NUM
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american_scientific_journal-1771	92	1	+	+	PROPN
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american_scientific_journal-1771	93	4	tt	tt	PROPN
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american_scientific_journal-1771	93	6	1112111	1112111	NUM
american_scientific_journal-1771	93	7	)	)	PUNCT
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american_scientific_journal-1771	93	15	+	+	ADJ
american_scientific_journal-1771	93	16	+	+	ADJ
american_scientific_journal-1771	93	17	−−	−−	ADJ
american_scientific_journal-1771	93	18	βϕφβϕωξβϕφβϕωξβϕ	βϕφβϕωξβϕφβϕωξβϕ	NOUN
american_scientific_journal-1771	93	19	(	(	PUNCT
american_scientific_journal-1771	93	20	)	)	PUNCT
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american_scientific_journal-1771	93	23	(	(	PUNCT
american_scientific_journal-1771	93	24	)	)	PUNCT
american_scientific_journal-1771	93	25	(	(	PUNCT
american_scientific_journal-1771	93	26	)	)	PUNCT
american_scientific_journal-1771	93	27	(	(	PUNCT
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american_scientific_journal-1771	94	1	+	+	PUNCT
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american_scientific_journal-1771	94	6	1122	1122	NUM
american_scientific_journal-1771	94	7	)	)	PUNCT
american_scientific_journal-1771	94	8	(	(	PUNCT
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american_scientific_journal-1771	94	10	)	)	PUNCT
american_scientific_journal-1771	94	11	(	(	PUNCT
american_scientific_journal-1771	94	12	1121111	1121111	NUM
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american_scientific_journal-1771	94	18			X
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american_scientific_journal-1771	95	3	(	(	PUNCT
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american_scientific_journal-1771	95	5	(	(	PUNCT
american_scientific_journal-1771	95	6	)	)	PUNCT
american_scientific_journal-1771	95	7	(	(	PUNCT
american_scientific_journal-1771	95	8	)	)	PUNCT
american_scientific_journal-1771	95	9	(	(	PUNCT
american_scientific_journal-1771	95	10	)	)	PUNCT
american_scientific_journal-1771	95	11	(	(	PUNCT
american_scientific_journal-1771	95	12	)	)	PUNCT
american_scientific_journal-1771	95	13	βϕωξφβϕωξβϕφφβϕβϕ	βϕωξφβϕωξβϕφφβϕβϕ	X
american_scientific_journal-1771	96	1	+	+	PUNCT
american_scientific_journal-1771	96	2	+	+	ADJ
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american_scientific_journal-1771	96	6	11122	11122	NUM
american_scientific_journal-1771	96	7	)	)	PUNCT
american_scientific_journal-1771	96	8	(	(	PUNCT
american_scientific_journal-1771	96	9	11	11	NUM
american_scientific_journal-1771	96	10	)	)	PUNCT
american_scientific_journal-1771	96	11	(	(	PUNCT
american_scientific_journal-1771	96	12	11211	11211	NUM
american_scientific_journal-1771	96	13	t	t	NOUN
american_scientific_journal-1771	96	14	t	t	PROPN
american_scientific_journal-1771	96	15	t	t	PROPN
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american_scientific_journal-1771	96	17			X
american_scientific_journal-1771	96	18	(	(	PUNCT
american_scientific_journal-1771	96	19	20	20	NUM
american_scientific_journal-1771	96	20	)	)	PUNCT
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american_scientific_journal-1771	96	22	and	and	CCONJ
american_scientific_journal-1771	96	23	squaring	square	VERB
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american_scientific_journal-1771	96	29	(	(	PUNCT
american_scientific_journal-1771	96	30	)	)	PUNCT
american_scientific_journal-1771	96	31	(	(	PUNCT
american_scientific_journal-1771	96	32	)	)	PUNCT
american_scientific_journal-1771	96	33	(	(	PUNCT
american_scientific_journal-1771	96	34	)	)	PUNCT
american_scientific_journal-1771	96	35	(	(	PUNCT
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american_scientific_journal-1771	96	37	(	(	PUNCT
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american_scientific_journal-1771	97	1	[	[	PUNCT
american_scientific_journal-1771	97	2	]	]	X
american_scientific_journal-1771	97	3	(	(	PUNCT
american_scientific_journal-1771	97	4	)	)	PUNCT
american_scientific_journal-1771	97	5	(	(	PUNCT
american_scientific_journal-1771	97	6	)	)	PUNCT
american_scientific_journal-1771	97	7	[	[	PUNCT
american_scientific_journal-1771	97	8	]	]	X
american_scientific_journal-1771	97	9	∑	∑	PUNCT
american_scientific_journal-1771	97	10	∑	∑	PUNCT
american_scientific_journal-1771	97	11	=	=	SYM
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american_scientific_journal-1771	97	13	−	−	PROPN
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american_scientific_journal-1771	97	22	t	t	PROPN
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american_scientific_journal-1771	97	30	2	2	NUM
american_scientific_journal-1771	97	31	11112	11112	NUM
american_scientific_journal-1771	97	32	2	2	NUM
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american_scientific_journal-1771	97	36	βϕωξφβϕωξβϕφ	βϕωξφβϕωξβϕφ	ADV
american_scientific_journal-1771	97	37			X
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american_scientific_journal-1771	97	51	equating	equate	VERB
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american_scientific_journal-1771	97	87	ω	ω	X
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american_scientific_journal-1771	98	3	+	+	ADJ
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american_scientific_journal-1771	98	6	βϕωφβϕωβϕφ	βϕωφβϕωβϕφ	ADJ
american_scientific_journal-1771	98	7	t	t	PROPN
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american_scientific_journal-1771	98	15	)	)	PUNCT
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american_scientific_journal-1771	98	17	)	)	PUNCT
american_scientific_journal-1771	98	18	11211	11211	NUM
american_scientific_journal-1771	98	19	11	11	NUM
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american_scientific_journal-1771	98	21	tβϕφβϕωωφβϕω	tβϕφβϕωωφβϕω	PROPN
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american_scientific_journal-1771	98	30	,	,	PUNCT
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american_scientific_journal-1771	98	37	2016	2016	NUM
american_scientific_journal-1771	98	38	)	)	PUNCT
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american_scientific_journal-1771	98	40	22	22	NUM
american_scientific_journal-1771	98	41	,	,	PUNCT
american_scientific_journal-1771	98	42	no	no	DET
american_scientific_journal-1771	98	43	1	1	NUM
american_scientific_journal-1771	98	44	,	,	PUNCT
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american_scientific_journal-1771	98	46	10	10	NUM
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american_scientific_journal-1771	98	48	25	25	NUM
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american_scientific_journal-1771	98	55	)	)	PUNCT
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american_scientific_journal-1771	98	57	)	)	PUNCT
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american_scientific_journal-1771	98	64	−=+−+	−=+−+	NOUN
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american_scientific_journal-1771	98	73	)	)	PUNCT
american_scientific_journal-1771	98	74	βϕφ	βϕφ	PROPN
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american_scientific_journal-1771	98	76	ω	ω	NUM
american_scientific_journal-1771	98	77	−−	−−	NOUN
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american_scientific_journal-1771	99	1	−	−	PROPN
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american_scientific_journal-1771	99	3	ˆ	ˆ	NUM
american_scientific_journal-1771	99	4	11	11	NUM
american_scientific_journal-1771	99	5	112	112	NUM
american_scientific_journal-1771	99	6	t	t	PROPN
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american_scientific_journal-1771	99	11	)	)	PUNCT
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american_scientific_journal-1771	99	27	22	22	NUM
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american_scientific_journal-1771	99	32	1	1	NUM
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american_scientific_journal-1771	99	43	β	β	X
american_scientific_journal-1771	99	44	=	=	PUNCT
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american_scientific_journal-1771	102	9	2	2	NUM
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american_scientific_journal-1771	102	12	11	11	NUM
american_scientific_journal-1771	102	13	11/	11/	NUM
american_scientific_journal-1771	102	14	βϕφσβϕφ	βϕφσβϕφ	NOUN
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american_scientific_journal-1771	102	16	λ	λ	X
american_scientific_journal-1771	103	1	+	+	PROPN
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american_scientific_journal-1771	103	3			PUNCT
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american_scientific_journal-1771	104	5	+	+	NOUN
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american_scientific_journal-1771	105	25	a	a	DET
american_scientific_journal-1771	105	26	t	t	PROPN
american_scientific_journal-1771	105	27	σβϕφ	σβϕφ	PROPN
american_scientific_journal-1771	105	28	βϕφ	βϕφ	ADV
american_scientific_journal-1771	105	29	βϕφ	βϕφ	ADP
american_scientific_journal-1771	105	30	βϕφ	βϕφ	NOUN
american_scientific_journal-1771	105	31	12	12	NUM
american_scientific_journal-1771	105	32	11	11	NUM
american_scientific_journal-1771	105	33	11	11	NUM
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american_scientific_journal-1771	105	35	11	11	NUM
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american_scientific_journal-1771	105	37	11	11	NUM
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american_scientific_journal-1771	107	3	−	−	PROPN
american_scientific_journal-1771	107	4	a	a	DET
american_scientific_journal-1771	107	5	t	t	NOUN
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american_scientific_journal-1771	108	5	−=	−=	NOUN
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american_scientific_journal-1771	108	9	)	)	PUNCT
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american_scientific_journal-1771	108	12	:	:	PUNCT
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american_scientific_journal-1771	108	35	(	(	PUNCT
american_scientific_journal-1771	108	36	)	)	PUNCT
american_scientific_journal-1771	108	37	12	12	NUM
american_scientific_journal-1771	108	38	11	11	NUM
american_scientific_journal-1771	108	39	1	1	NUM
american_scientific_journal-1771	108	40	1	1	NUM
american_scientific_journal-1771	108	41	tϕ	tϕ	PROPN
american_scientific_journal-1771	108	42	β	β	PROPN
american_scientific_journal-1771	108	43	φ	φ	X
american_scientific_journal-1771	108	44	λ	λ	PROPN
american_scientific_journal-1771	108	45	φ	φ	PROPN
american_scientific_journal-1771	108	46	+	+	CCONJ
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american_scientific_journal-1771	108	48	2	2	NUM
american_scientific_journal-1771	108	49	2	2	NUM
american_scientific_journal-1771	108	50	2	2	NUM
american_scientific_journal-1771	108	51	11	11	NUM
american_scientific_journal-1771	108	52	12	12	NUM
american_scientific_journal-1771	108	53	1	1	NUM
american_scientific_journal-1771	108	54	aσβϕ	aσβϕ	NOUN
american_scientific_journal-1771	108	55	φ	φ	PROPN
american_scientific_journal-1771	108	56	φ	φ	PROPN
american_scientific_journal-1771	108	57			PROPN
american_scientific_journal-1771	108	58			PUNCT
american_scientific_journal-1771	109	1			PROPN
american_scientific_journal-1771	109	2			NOUN
american_scientific_journal-1771	109	3			NOUN
american_scientific_journal-1771	109	4			VERB
american_scientific_journal-1771	109	5			NOUN
american_scientific_journal-1771	109	6			PUNCT
american_scientific_journal-1771	110	1			PROPN
american_scientific_journal-1771	111	1			INTJ
american_scientific_journal-1771	111	2			NOUN
american_scientific_journal-1771	111	3			VERB
american_scientific_journal-1771	111	4	−	−	PROPN
american_scientific_journal-1771	111	5	(	(	PUNCT
american_scientific_journal-1771	111	6	)	)	PUNCT
american_scientific_journal-1771	111	7	a	a	DET
american_scientific_journal-1771	111	8	t	t	NOUN
american_scientific_journal-1771	111	9	σφ	σφ	NOUN
american_scientific_journal-1771	111	10	φ	φ	PROPN
american_scientific_journal-1771	111	11	12	12	NUM
american_scientific_journal-1771	111	12	121	121	NUM
american_scientific_journal-1771	111	13	+	+	ADJ
american_scientific_journal-1771	111	14	convolution	convolution	NOUN
american_scientific_journal-1771	111	15	(	(	PUNCT
american_scientific_journal-1771	111	16	)	)	PUNCT
american_scientific_journal-1771	111	17	(	(	PUNCT
american_scientific_journal-1771	111	18	)	)	PUNCT
american_scientific_journal-1771	111	19	(	(	PUNCT
american_scientific_journal-1771	111	20	)	)	PUNCT
american_scientific_journal-1771	111	21	(	(	PUNCT
american_scientific_journal-1771	111	22	)	)	PUNCT
american_scientific_journal-1771	111	23	βϕφ	βϕφ	X
american_scientific_journal-1771	111	24	βϕφ	βϕφ	PROPN
american_scientific_journal-1771	111	25	−−	−−	NOUN
american_scientific_journal-1771	111	26	−	−	NOUN
american_scientific_journal-1771	111	27	11	11	NUM
american_scientific_journal-1771	111	28	11	11	NUM
american_scientific_journal-1771	111	29	112	112	NUM
american_scientific_journal-1771	111	30	t	t	PROPN
american_scientific_journal-1771	111	31	(	(	PUNCT
american_scientific_journal-1771	111	32	)	)	PUNCT
american_scientific_journal-1771	111	33	(	(	PUNCT
american_scientific_journal-1771	111	34	)	)	PUNCT
american_scientific_journal-1771	111	35	(	(	PUNCT
american_scientific_journal-1771	111	36	)	)	PUNCT
american_scientific_journal-1771	111	37	22	22	NUM
american_scientific_journal-1771	111	38	11	11	NUM
american_scientific_journal-1771	111	39	2	2	NUM
american_scientific_journal-1771	111	40	2	2	NUM
american_scientific_journal-1771	111	41	12	12	NUM
american_scientific_journal-1771	111	42	11	11	NUM
american_scientific_journal-1771	111	43	βϕφ	βϕφ	ADP
american_scientific_journal-1771	111	44	σβϕφ	σβϕφ	PROPN
american_scientific_journal-1771	111	45	−−	−−	NOUN
american_scientific_journal-1771	111	46			NOUN
american_scientific_journal-1771	111	47			PUNCT
american_scientific_journal-1771	112	1			PROPN
american_scientific_journal-1771	112	2			NOUN
american_scientific_journal-1771	112	3			NOUN
american_scientific_journal-1771	112	4			VERB
american_scientific_journal-1771	112	5	a	a	DET
american_scientific_journal-1771	112	6	a	a	DET
american_scientific_journal-1771	112	7	t	t	NOUN
american_scientific_journal-1771	112	8	σ	σ	PRON
american_scientific_journal-1771	112	9	1−	1−	NUM
american_scientific_journal-1771	112	10	american	american	ADJ
american_scientific_journal-1771	112	11	scientific	scientific	ADJ
american_scientific_journal-1771	112	12	research	research	NOUN
american_scientific_journal-1771	112	13	journal	journal	NOUN
american_scientific_journal-1771	112	14	for	for	ADP
american_scientific_journal-1771	112	15	engineering	engineering	NOUN
american_scientific_journal-1771	112	16	,	,	PUNCT
american_scientific_journal-1771	112	17	technology	technology	NOUN
american_scientific_journal-1771	112	18	,	,	PUNCT
american_scientific_journal-1771	112	19	and	and	CCONJ
american_scientific_journal-1771	112	20	sciences	science	NOUN
american_scientific_journal-1771	112	21	(	(	PUNCT
american_scientific_journal-1771	112	22	asrjets	asrjet	NOUN
american_scientific_journal-1771	112	23	)	)	PUNCT
american_scientific_journal-1771	112	24	(	(	PUNCT
american_scientific_journal-1771	112	25	2016	2016	NUM
american_scientific_journal-1771	112	26	)	)	PUNCT
american_scientific_journal-1771	112	27	volume	volume	NOUN
american_scientific_journal-1771	112	28	22	22	NUM
american_scientific_journal-1771	112	29	,	,	PUNCT
american_scientific_journal-1771	112	30	no	no	DET
american_scientific_journal-1771	112	31	1	1	NUM
american_scientific_journal-1771	112	32	,	,	PUNCT
american_scientific_journal-1771	112	33	pp	pp	ADV
american_scientific_journal-1771	112	34	10	10	NUM
american_scientific_journal-1771	112	35	-	-	SYM
american_scientific_journal-1771	112	36	25	25	NUM
american_scientific_journal-1771	112	37	18	18	NUM
american_scientific_journal-1771	112	38	3	3	NUM
american_scientific_journal-1771	112	39	.	.	PUNCT
american_scientific_journal-1771	112	40	application	application	NOUN
american_scientific_journal-1771	112	41	in	in	ADP
american_scientific_journal-1771	112	42	this	this	DET
american_scientific_journal-1771	112	43	section	section	NOUN
american_scientific_journal-1771	112	44	,	,	PUNCT
american_scientific_journal-1771	112	45	analysis	analysis	NOUN
american_scientific_journal-1771	112	46	of	of	ADP
american_scientific_journal-1771	112	47	both	both	DET
american_scientific_journal-1771	112	48	simulated	simulated	ADJ
american_scientific_journal-1771	112	49	and	and	CCONJ
american_scientific_journal-1771	112	50	real	real	ADJ
american_scientific_journal-1771	112	51	data	data	NOUN
american_scientific_journal-1771	112	52	sets	set	NOUN
american_scientific_journal-1771	112	53	will	will	AUX
american_scientific_journal-1771	112	54	be	be	AUX
american_scientific_journal-1771	112	55	used	use	VERB
american_scientific_journal-1771	112	56	to	to	PART
american_scientific_journal-1771	112	57	test	test	VERB
american_scientific_journal-1771	112	58	the	the	DET
american_scientific_journal-1771	112	59	validity	validity	NOUN
american_scientific_journal-1771	112	60	and	and	CCONJ
american_scientific_journal-1771	112	61	efficiency	efficiency	NOUN
american_scientific_journal-1771	112	62	of	of	ADP
american_scientific_journal-1771	112	63	the	the	DET
american_scientific_journal-1771	112	64	derived	derive	VERB
american_scientific_journal-1771	112	65	outliers	outlier	NOUN
american_scientific_journal-1771	112	66	generating	generate	VERB
american_scientific_journal-1771	112	67	mechanisms	mechanism	NOUN
american_scientific_journal-1771	112	68	.	.	PUNCT
american_scientific_journal-1771	113	1	in	in	ADP
american_scientific_journal-1771	113	2	other	other	ADJ
american_scientific_journal-1771	113	3	to	to	PART
american_scientific_journal-1771	113	4	compare	compare	VERB
american_scientific_journal-1771	113	5	the	the	DET
american_scientific_journal-1771	113	6	performance	performance	NOUN
american_scientific_journal-1771	113	7	of	of	ADP
american_scientific_journal-1771	113	8	the	the	DET
american_scientific_journal-1771	113	9	two	two	NUM
american_scientific_journal-1771	113	10	newly	newly	ADV
american_scientific_journal-1771	113	11	derived	derive	VERB
american_scientific_journal-1771	113	12	models	model	NOUN
american_scientific_journal-1771	113	13	with	with	ADP
american_scientific_journal-1771	113	14	the	the	DET
american_scientific_journal-1771	113	15	existing	exist	VERB
american_scientific_journal-1771	113	16	ones	one	NOUN
american_scientific_journal-1771	113	17	,	,	PUNCT
american_scientific_journal-1771	113	18	data	datum	NOUN
american_scientific_journal-1771	113	19	on	on	ADP
american_scientific_journal-1771	113	20	nigerian	nigerian	ADJ
american_scientific_journal-1771	113	21	bank	bank	NOUN
american_scientific_journal-1771	113	22	deposits	deposit	NOUN
american_scientific_journal-1771	113	23	and	and	CCONJ
american_scientific_journal-1771	113	24	loans	loan	NOUN
american_scientific_journal-1771	113	25	from	from	ADP
american_scientific_journal-1771	113	26	annual	annual	ADJ
american_scientific_journal-1771	113	27	statistical	statistical	ADJ
american_scientific_journal-1771	113	28	bulletin	bulletin	NOUN
american_scientific_journal-1771	113	29	of	of	ADP
american_scientific_journal-1771	113	30	the	the	DET
american_scientific_journal-1771	113	31	central	central	ADJ
american_scientific_journal-1771	113	32	bank	bank	PROPN
american_scientific_journal-1771	113	33	of	of	ADP
american_scientific_journal-1771	113	34	nigeria	nigeria	PROPN
american_scientific_journal-1771	113	35	,	,	PUNCT
american_scientific_journal-1771	113	36	2011	2011	NUM
american_scientific_journal-1771	113	37	were	be	AUX
american_scientific_journal-1771	113	38	made	make	VERB
american_scientific_journal-1771	113	39	used	use	VERB
american_scientific_journal-1771	113	40	of	of	ADP
american_scientific_journal-1771	113	41	.	.	PUNCT
american_scientific_journal-1771	114	1	from	from	ADP
american_scientific_journal-1771	114	2	the	the	DET
american_scientific_journal-1771	114	3	derived	derive	VERB
american_scientific_journal-1771	114	4	outlier	outlier	NOUN
american_scientific_journal-1771	114	5	generating	generating	NOUN
american_scientific_journal-1771	114	6	mechanisms	mechanism	NOUN
american_scientific_journal-1771	114	7	in	in	ADP
american_scientific_journal-1771	114	8	section	section	NOUN
american_scientific_journal-1771	114	9	2	2	NUM
american_scientific_journal-1771	114	10	and	and	CCONJ
american_scientific_journal-1771	114	11	with	with	ADP
american_scientific_journal-1771	114	12	the	the	DET
american_scientific_journal-1771	114	13	estimation	estimation	NOUN
american_scientific_journal-1771	114	14	of	of	ADP
american_scientific_journal-1771	114	15	the	the	DET
american_scientific_journal-1771	114	16	magnitudes	magnitude	NOUN
american_scientific_journal-1771	114	17	of	of	ADP
american_scientific_journal-1771	114	18	outliers	outlier	NOUN
american_scientific_journal-1771	114	19	and	and	CCONJ
american_scientific_journal-1771	114	20	their	their	PRON
american_scientific_journal-1771	114	21	variances	variance	NOUN
american_scientific_journal-1771	114	22	,	,	PUNCT
american_scientific_journal-1771	114	23	the	the	DET
american_scientific_journal-1771	114	24	test	test	NOUN
american_scientific_journal-1771	114	25	statistics	statistic	NOUN
american_scientific_journal-1771	114	26	constructed	construct	VERB
american_scientific_journal-1771	114	27	will	will	AUX
american_scientific_journal-1771	114	28	be	be	AUX
american_scientific_journal-1771	114	29	used	use	VERB
american_scientific_journal-1771	114	30	to	to	PART
american_scientific_journal-1771	114	31	detect	detect	VERB
american_scientific_journal-1771	114	32	the	the	DET
american_scientific_journal-1771	114	33	existence	existence	NOUN
american_scientific_journal-1771	114	34	of	of	ADP
american_scientific_journal-1771	114	35	outliers	outlier	NOUN
american_scientific_journal-1771	114	36	in	in	ADP
american_scientific_journal-1771	114	37	both	both	CCONJ
american_scientific_journal-1771	114	38	the	the	DET
american_scientific_journal-1771	114	39	generated	generate	VERB
american_scientific_journal-1771	114	40	series	series	NOUN
american_scientific_journal-1771	114	41	and	and	CCONJ
american_scientific_journal-1771	114	42	real	real	ADJ
american_scientific_journal-1771	114	43	data	datum	NOUN
american_scientific_journal-1771	114	44	.	.	PUNCT
american_scientific_journal-1771	115	1	for	for	ADP
american_scientific_journal-1771	115	2	the	the	DET
american_scientific_journal-1771	115	3	simulated	simulate	VERB
american_scientific_journal-1771	115	4	data	datum	NOUN
american_scientific_journal-1771	115	5	,	,	PUNCT
american_scientific_journal-1771	115	6	a	a	DET
american_scientific_journal-1771	115	7	uniform	uniform	ADJ
american_scientific_journal-1771	115	8	distribution	distribution	NOUN
american_scientific_journal-1771	115	9	is	be	AUX
american_scientific_journal-1771	115	10	assumed	assume	VERB
american_scientific_journal-1771	115	11	with	with	ADP
american_scientific_journal-1771	115	12	contaminated	contaminated	ADJ
american_scientific_journal-1771	115	13	observation	observation	NOUN
american_scientific_journal-1771	115	14	with	with	ADP
american_scientific_journal-1771	115	15	varying	vary	VERB
american_scientific_journal-1771	115	16	sizes	size	NOUN
american_scientific_journal-1771	115	17	of	of	ADP
american_scientific_journal-1771	115	18	10	10	NUM
american_scientific_journal-1771	115	19	,	,	PUNCT
american_scientific_journal-1771	115	20	50	50	NUM
american_scientific_journal-1771	115	21	,	,	PUNCT
american_scientific_journal-1771	115	22	and	and	CCONJ
american_scientific_journal-1771	115	23	100	100	NUM
american_scientific_journal-1771	115	24	.	.	PUNCT
american_scientific_journal-1771	116	1	the	the	DET
american_scientific_journal-1771	116	2	data	datum	NOUN
american_scientific_journal-1771	116	3	were	be	AUX
american_scientific_journal-1771	116	4	analysed	analyse	VERB
american_scientific_journal-1771	116	5	with	with	ADP
american_scientific_journal-1771	116	6	the	the	DET
american_scientific_journal-1771	116	7	r	r	NOUN
american_scientific_journal-1771	116	8	-	-	PUNCT
american_scientific_journal-1771	116	9	package	package	NOUN
american_scientific_journal-1771	116	10	of	of	ADP
american_scientific_journal-1771	116	11	version	version	NOUN
american_scientific_journal-1771	116	12	3.0.1	3.0.1	NUM
american_scientific_journal-1771	116	13	.	.	PROPN
american_scientific_journal-1771	116	14	3.1	3.1	NUM
american_scientific_journal-1771	116	15	analysis	analysis	NOUN
american_scientific_journal-1771	116	16	of	of	ADP
american_scientific_journal-1771	116	17	simulated	simulated	ADJ
american_scientific_journal-1771	116	18	data	datum	NOUN
american_scientific_journal-1771	116	19	when	when	SCONJ
american_scientific_journal-1771	116	20	x1	x1	PROPN
american_scientific_journal-1771	116	21	t	t	PROPN
american_scientific_journal-1771	116	22	contains	contain	VERB
american_scientific_journal-1771	116	23	an	an	DET
american_scientific_journal-1771	116	24	outlier	outlier	NOUN
american_scientific_journal-1771	116	25	the	the	DET
american_scientific_journal-1771	116	26	results	result	NOUN
american_scientific_journal-1771	116	27	of	of	ADP
american_scientific_journal-1771	116	28	the	the	DET
american_scientific_journal-1771	116	29	models	model	NOUN
american_scientific_journal-1771	116	30	on	on	ADP
american_scientific_journal-1771	116	31	simulated	simulated	ADJ
american_scientific_journal-1771	116	32	data	datum	NOUN
american_scientific_journal-1771	116	33	assuming	assume	VERB
american_scientific_journal-1771	116	34	a	a	DET
american_scientific_journal-1771	116	35	uniform	uniform	ADJ
american_scientific_journal-1771	116	36	distribution	distribution	NOUN
american_scientific_journal-1771	116	37	in	in	ADP
american_scientific_journal-1771	116	38	terms	term	NOUN
american_scientific_journal-1771	116	39	of	of	ADP
american_scientific_journal-1771	116	40	their	their	PRON
american_scientific_journal-1771	116	41	outlier	outlier	ADJ
american_scientific_journal-1771	116	42	detection	detection	NOUN
american_scientific_journal-1771	116	43	performance	performance	NOUN
american_scientific_journal-1771	116	44	are	be	AUX
american_scientific_journal-1771	116	45	tabulated	tabulate	VERB
american_scientific_journal-1771	116	46	below	below	ADV
american_scientific_journal-1771	116	47	.	.	PUNCT
american_scientific_journal-1771	117	1	the	the	DET
american_scientific_journal-1771	117	2	sample	sample	NOUN
american_scientific_journal-1771	117	3	sizes	size	NOUN
american_scientific_journal-1771	117	4	considered	consider	VERB
american_scientific_journal-1771	117	5	are	be	AUX
american_scientific_journal-1771	117	6	10	10	NUM
american_scientific_journal-1771	117	7	,	,	PUNCT
american_scientific_journal-1771	117	8	50	50	NUM
american_scientific_journal-1771	117	9	and	and	CCONJ
american_scientific_journal-1771	117	10	100	100	NUM
american_scientific_journal-1771	117	11	.	.	PUNCT
american_scientific_journal-1771	118	1	table2	table2	NOUN
american_scientific_journal-1771	118	2	:	:	PUNCT
american_scientific_journal-1771	119	1	summary	summary	NOUN
american_scientific_journal-1771	119	2	of	of	ADP
american_scientific_journal-1771	119	3	result	result	NOUN
american_scientific_journal-1771	119	4	on	on	ADP
american_scientific_journal-1771	119	5	detection	detection	NOUN
american_scientific_journal-1771	119	6	rate	rate	NOUN
american_scientific_journal-1771	119	7	of	of	ADP
american_scientific_journal-1771	119	8	the	the	DET
american_scientific_journal-1771	119	9	models	model	NOUN
american_scientific_journal-1771	119	10	on	on	ADP
american_scientific_journal-1771	119	11	simulated	simulated	ADJ
american_scientific_journal-1771	119	12	data	datum	NOUN
american_scientific_journal-1771	119	13	when	when	SCONJ
american_scientific_journal-1771	119	14	1tx	1tx	ADJ
american_scientific_journal-1771	119	15	contains	contain	VERB
american_scientific_journal-1771	119	16	outlier	outlier	NOUN
american_scientific_journal-1771	119	17	n=10	n=10	NOUN
american_scientific_journal-1771	119	18	n=50	n=50	ADJ
american_scientific_journal-1771	119	19	n=100	n=100	NUM
american_scientific_journal-1771	119	20	model	model	NOUN
american_scientific_journal-1771	119	21	type	type	NOUN
american_scientific_journal-1771	119	22	no	no	PRON
american_scientific_journal-1771	119	23	of	of	ADP
american_scientific_journal-1771	119	24	outliers	outlier	NOUN
american_scientific_journal-1771	119	25	injected	inject	VERB
american_scientific_journal-1771	119	26	no	no	PRON
american_scientific_journal-1771	119	27	of	of	ADP
american_scientific_journal-1771	119	28	outliers	outlier	NOUN
american_scientific_journal-1771	119	29	detected	detect	VERB
american_scientific_journal-1771	119	30	%	%	NOUN
american_scientific_journal-1771	119	31	of	of	ADP
american_scientific_journal-1771	119	32	outliers	outlier	NOUN
american_scientific_journal-1771	119	33	detected	detect	VERB
american_scientific_journal-1771	119	34	no	no	PRON
american_scientific_journal-1771	119	35	of	of	ADP
american_scientific_journal-1771	119	36	outliers	outlier	NOUN
american_scientific_journal-1771	119	37	injected	inject	VERB
american_scientific_journal-1771	119	38	no	no	PRON
american_scientific_journal-1771	119	39	of	of	ADP
american_scientific_journal-1771	119	40	outliers	outlier	NOUN
american_scientific_journal-1771	119	41	detected	detect	VERB
american_scientific_journal-1771	119	42	%	%	NOUN
american_scientific_journal-1771	119	43	of	of	ADP
american_scientific_journal-1771	119	44	outliers	outlier	NOUN
american_scientific_journal-1771	119	45	detected	detect	VERB
american_scientific_journal-1771	119	46	no	no	PRON
american_scientific_journal-1771	119	47	of	of	ADP
american_scientific_journal-1771	119	48	outliers	outlier	NOUN
american_scientific_journal-1771	119	49	injected	inject	VERB
american_scientific_journal-1771	119	50	no	no	PRON
american_scientific_journal-1771	119	51	of	of	ADP
american_scientific_journal-1771	119	52	outliers	outlier	NOUN
american_scientific_journal-1771	119	53	detected	detect	VERB
american_scientific_journal-1771	119	54	%	%	NOUN
american_scientific_journal-1771	119	55	of	of	ADP
american_scientific_journal-1771	119	56	outliers	outlier	NOUN
american_scientific_journal-1771	119	57	detected	detect	VERB
american_scientific_journal-1771	119	58	additive	additive	ADJ
american_scientific_journal-1771	119	59	2	2	NUM
american_scientific_journal-1771	119	60	1	1	NUM
american_scientific_journal-1771	119	61	50	50	NUM
american_scientific_journal-1771	119	62	5	5	NUM
american_scientific_journal-1771	119	63	4	4	NUM
american_scientific_journal-1771	119	64	80	80	NUM
american_scientific_journal-1771	119	65	8	8	NUM
american_scientific_journal-1771	119	66	6	6	NUM
american_scientific_journal-1771	119	67	75	75	NUM
american_scientific_journal-1771	119	68	convolution	convolution	NOUN
american_scientific_journal-1771	119	69	2	2	NUM
american_scientific_journal-1771	119	70	2	2	NUM
american_scientific_journal-1771	119	71	100	100	NUM
american_scientific_journal-1771	119	72	5	5	NUM
american_scientific_journal-1771	119	73	5	5	NUM
american_scientific_journal-1771	119	74	100	100	NUM
american_scientific_journal-1771	119	75	8	8	NUM
american_scientific_journal-1771	119	76	8	8	NUM
american_scientific_journal-1771	119	77	100	100	NUM
american_scientific_journal-1771	119	78	innovative	innovative	ADJ
american_scientific_journal-1771	119	79	*	*	ADJ
american_scientific_journal-1771	119	80	2	2	NUM
american_scientific_journal-1771	119	81	0	0	NUM
american_scientific_journal-1771	119	82	0	0	NUM
american_scientific_journal-1771	119	83	5	5	NUM
american_scientific_journal-1771	119	84	2	2	NUM
american_scientific_journal-1771	119	85	40	40	NUM
american_scientific_journal-1771	119	86	8	8	NUM
american_scientific_journal-1771	119	87	2	2	NUM
american_scientific_journal-1771	119	88	25	25	NUM
american_scientific_journal-1771	119	89	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	119	90	*	*	ADJ
american_scientific_journal-1771	119	91	2	2	NUM
american_scientific_journal-1771	119	92	2	2	NUM
american_scientific_journal-1771	119	93	100	100	NUM
american_scientific_journal-1771	119	94	5	5	NUM
american_scientific_journal-1771	119	95	4	4	NUM
american_scientific_journal-1771	119	96	80	80	NUM
american_scientific_journal-1771	119	97	8	8	NUM
american_scientific_journal-1771	119	98	5	5	NUM
american_scientific_journal-1771	119	99	80	80	NUM
american_scientific_journal-1771	119	100	source	source	NOUN
american_scientific_journal-1771	119	101	*	*	PUNCT
american_scientific_journal-1771	120	1	[	[	X
american_scientific_journal-1771	120	2	19	19	NUM
american_scientific_journal-1771	120	3	]	]	PUNCT
american_scientific_journal-1771	120	4	the	the	DET
american_scientific_journal-1771	120	5	convolution	convolution	NOUN
american_scientific_journal-1771	120	6	model	model	NOUN
american_scientific_journal-1771	120	7	from	from	ADP
american_scientific_journal-1771	120	8	the	the	DET
american_scientific_journal-1771	120	9	summary	summary	NOUN
american_scientific_journal-1771	120	10	in	in	ADP
american_scientific_journal-1771	120	11	table2	table2	PROPN
american_scientific_journal-1771	120	12	had	have	VERB
american_scientific_journal-1771	120	13	100	100	NUM
american_scientific_journal-1771	120	14	%	%	NOUN
american_scientific_journal-1771	120	15	outlier	outlier	NOUN
american_scientific_journal-1771	120	16	detection	detection	NOUN
american_scientific_journal-1771	120	17	compared	compare	VERB
american_scientific_journal-1771	120	18	to	to	ADP
american_scientific_journal-1771	120	19	additive	additive	ADJ
american_scientific_journal-1771	120	20	model	model	NOUN
american_scientific_journal-1771	120	21	as	as	ADP
american_scientific_journal-1771	120	22	the	the	DET
american_scientific_journal-1771	120	23	sample	sample	NOUN
american_scientific_journal-1771	120	24	size	size	NOUN
american_scientific_journal-1771	120	25	increases	increase	NOUN
american_scientific_journal-1771	120	26	.	.	PUNCT
american_scientific_journal-1771	121	1	when	when	SCONJ
american_scientific_journal-1771	121	2	compared	compare	VERB
american_scientific_journal-1771	121	3	with	with	ADP
american_scientific_journal-1771	121	4	existing	exist	VERB
american_scientific_journal-1771	121	5	models	model	NOUN
american_scientific_journal-1771	121	6	,	,	PUNCT
american_scientific_journal-1771	121	7	the	the	DET
american_scientific_journal-1771	121	8	convolution	convolution	NOUN
american_scientific_journal-1771	121	9	model	model	NOUN
american_scientific_journal-1771	121	10	is	be	AUX
american_scientific_journal-1771	121	11	most	most	ADV
american_scientific_journal-1771	121	12	sensitive	sensitive	ADJ
american_scientific_journal-1771	121	13	to	to	ADP
american_scientific_journal-1771	121	14	outlying	outlying	ADJ
american_scientific_journal-1771	121	15	observations	observation	NOUN
american_scientific_journal-1771	121	16	.	.	PUNCT
american_scientific_journal-1771	122	1	3.2	3.2	NUM
american_scientific_journal-1771	122	2	detection	detection	NOUN
american_scientific_journal-1771	122	3	of	of	ADP
american_scientific_journal-1771	122	4	outlier	outlier	NOUN
american_scientific_journal-1771	122	5	in	in	ADP
american_scientific_journal-1771	122	6	real	real	ADJ
american_scientific_journal-1771	122	7	data	datum	NOUN
american_scientific_journal-1771	122	8	american	american	ADJ
american_scientific_journal-1771	122	9	scientific	scientific	ADJ
american_scientific_journal-1771	122	10	research	research	NOUN
american_scientific_journal-1771	122	11	journal	journal	NOUN
american_scientific_journal-1771	122	12	for	for	ADP
american_scientific_journal-1771	122	13	engineering	engineering	NOUN
american_scientific_journal-1771	122	14	,	,	PUNCT
american_scientific_journal-1771	122	15	technology	technology	NOUN
american_scientific_journal-1771	122	16	,	,	PUNCT
american_scientific_journal-1771	122	17	and	and	CCONJ
american_scientific_journal-1771	122	18	sciences	science	NOUN
american_scientific_journal-1771	122	19	(	(	PUNCT
american_scientific_journal-1771	122	20	asrjets	asrjet	NOUN
american_scientific_journal-1771	122	21	)	)	PUNCT
american_scientific_journal-1771	122	22	(	(	PUNCT
american_scientific_journal-1771	122	23	2016	2016	NUM
american_scientific_journal-1771	122	24	)	)	PUNCT
american_scientific_journal-1771	122	25	volume	volume	NOUN
american_scientific_journal-1771	122	26	22	22	NUM
american_scientific_journal-1771	122	27	,	,	PUNCT
american_scientific_journal-1771	122	28	no	no	DET
american_scientific_journal-1771	122	29	1	1	NUM
american_scientific_journal-1771	122	30	,	,	PUNCT
american_scientific_journal-1771	122	31	pp	pp	ADV
american_scientific_journal-1771	122	32	10	10	NUM
american_scientific_journal-1771	122	33	-	-	SYM
american_scientific_journal-1771	122	34	25	25	NUM
american_scientific_journal-1771	122	35	19	19	NUM
american_scientific_journal-1771	122	36	in	in	ADP
american_scientific_journal-1771	122	37	order	order	NOUN
american_scientific_journal-1771	122	38	to	to	PART
american_scientific_journal-1771	122	39	investigate	investigate	VERB
american_scientific_journal-1771	122	40	the	the	DET
american_scientific_journal-1771	122	41	performance	performance	NOUN
american_scientific_journal-1771	122	42	of	of	ADP
american_scientific_journal-1771	122	43	the	the	DET
american_scientific_journal-1771	122	44	proposed	propose	VERB
american_scientific_journal-1771	122	45	models	model	NOUN
american_scientific_journal-1771	122	46	,	,	PUNCT
american_scientific_journal-1771	122	47	a	a	DET
american_scientific_journal-1771	122	48	pair	pair	NOUN
american_scientific_journal-1771	122	49	of	of	ADP
american_scientific_journal-1771	122	50	data	datum	NOUN
american_scientific_journal-1771	122	51	on	on	ADP
american_scientific_journal-1771	122	52	deposit	deposit	NOUN
american_scientific_journal-1771	122	53	and	and	CCONJ
american_scientific_journal-1771	122	54	loan	loan	NOUN
american_scientific_journal-1771	122	55	was	be	AUX
american_scientific_journal-1771	122	56	used	use	VERB
american_scientific_journal-1771	122	57	.	.	PUNCT
american_scientific_journal-1771	123	1	the	the	DET
american_scientific_journal-1771	123	2	data	datum	NOUN
american_scientific_journal-1771	123	3	was	be	AUX
american_scientific_journal-1771	123	4	extracted	extract	VERB
american_scientific_journal-1771	123	5	from	from	ADP
american_scientific_journal-1771	123	6	the	the	DET
american_scientific_journal-1771	123	7	annual	annual	ADJ
american_scientific_journal-1771	123	8	statistical	statistical	ADJ
american_scientific_journal-1771	123	9	bulletin	bulletin	NOUN
american_scientific_journal-1771	123	10	of	of	ADP
american_scientific_journal-1771	123	11	the	the	DET
american_scientific_journal-1771	123	12	central	central	ADJ
american_scientific_journal-1771	123	13	bank	bank	PROPN
american_scientific_journal-1771	123	14	of	of	ADP
american_scientific_journal-1771	123	15	nigeria	nigeria	PROPN
american_scientific_journal-1771	123	16	,	,	PUNCT
american_scientific_journal-1771	123	17	2011	2011	NUM
american_scientific_journal-1771	123	18	.	.	PUNCT
american_scientific_journal-1771	124	1	3.2.1	3.2.1	NUM
american_scientific_journal-1771	124	2	.	.	PUNCT
american_scientific_journal-1771	124	3	assumed	assume	VERB
american_scientific_journal-1771	124	4	model	model	NOUN
american_scientific_journal-1771	124	5	of	of	ADP
american_scientific_journal-1771	124	6	deposits	deposit	NOUN
american_scientific_journal-1771	124	7	and	and	CCONJ
american_scientific_journal-1771	124	8	loans	loan	NOUN
american_scientific_journal-1771	124	9	here	here	ADV
american_scientific_journal-1771	124	10	two	two	NUM
american_scientific_journal-1771	124	11	cases	case	NOUN
american_scientific_journal-1771	124	12	are	be	AUX
american_scientific_journal-1771	124	13	considered	consider	VERB
american_scientific_journal-1771	124	14	.	.	PUNCT
american_scientific_journal-1771	125	1	the	the	DET
american_scientific_journal-1771	125	2	first	first	ADJ
american_scientific_journal-1771	125	3	case	case	NOUN
american_scientific_journal-1771	125	4	is	be	AUX
american_scientific_journal-1771	125	5	when	when	SCONJ
american_scientific_journal-1771	125	6	loan	loan	NOUN
american_scientific_journal-1771	125	7	is	be	AUX
american_scientific_journal-1771	125	8	contaminated	contaminate	VERB
american_scientific_journal-1771	125	9	.	.	PUNCT
american_scientific_journal-1771	126	1	the	the	DET
american_scientific_journal-1771	126	2	vector	vector	NOUN
american_scientific_journal-1771	126	3	autoregressive	autoregressive	ADJ
american_scientific_journal-1771	126	4	model	model	NOUN
american_scientific_journal-1771	126	5	is	be	AUX
american_scientific_journal-1771	126	6	given	give	VERB
american_scientific_journal-1771	126	7	as	as	ADP
american_scientific_journal-1771	126	8	𝑋𝑋1𝑡𝑡	𝑋𝑋1𝑡𝑡	PROPN
american_scientific_journal-1771	126	9	=	=	PUNCT
american_scientific_journal-1771	127	1	∅11𝑋𝑋1𝑡𝑡−1	∅11𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	128	1	+	+	NUM
american_scientific_journal-1771	128	2	∅12𝑋𝑋2𝑡𝑡−1	∅12𝑋𝑋2𝑡𝑡−1	NUM
american_scientific_journal-1771	128	3	+	+	NUM
american_scientific_journal-1771	128	4	ℓ𝑡𝑡	ℓ𝑡𝑡	NOUN
american_scientific_journal-1771	128	5	(	(	PUNCT
american_scientific_journal-1771	128	6	27	27	NUM
american_scientific_journal-1771	128	7	)	)	PUNCT
american_scientific_journal-1771	128	8	where	where	SCONJ
american_scientific_journal-1771	128	9	𝑋𝑋1𝑡𝑡	𝑋𝑋1𝑡𝑡	PROPN
american_scientific_journal-1771	128	10	is	be	AUX
american_scientific_journal-1771	128	11	the	the	DET
american_scientific_journal-1771	128	12	current	current	ADJ
american_scientific_journal-1771	128	13	value	value	NOUN
american_scientific_journal-1771	128	14	of	of	ADP
american_scientific_journal-1771	128	15	deposit	deposit	NOUN
american_scientific_journal-1771	128	16	,	,	PUNCT
american_scientific_journal-1771	128	17	𝑋𝑋1𝑡𝑡−1	𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	128	18	is	be	AUX
american_scientific_journal-1771	128	19	the	the	DET
american_scientific_journal-1771	128	20	immediate	immediate	ADJ
american_scientific_journal-1771	128	21	past	past	ADJ
american_scientific_journal-1771	128	22	value	value	NOUN
american_scientific_journal-1771	128	23	of	of	ADP
american_scientific_journal-1771	128	24	deposit	deposit	NOUN
american_scientific_journal-1771	128	25	,	,	PUNCT
american_scientific_journal-1771	128	26	and	and	CCONJ
american_scientific_journal-1771	128	27	𝑋𝑋2𝑡𝑡−1	𝑋𝑋2𝑡𝑡−1	NOUN
american_scientific_journal-1771	128	28	is	be	AUX
american_scientific_journal-1771	128	29	the	the	DET
american_scientific_journal-1771	128	30	immediate	immediate	ADJ
american_scientific_journal-1771	128	31	past	past	ADJ
american_scientific_journal-1771	128	32	value	value	NOUN
american_scientific_journal-1771	128	33	of	of	ADP
american_scientific_journal-1771	128	34	loan	loan	NOUN
american_scientific_journal-1771	128	35	.	.	PUNCT
american_scientific_journal-1771	129	1	the	the	DET
american_scientific_journal-1771	129	2	estimated	estimate	VERB
american_scientific_journal-1771	129	3	var	var	NOUN
american_scientific_journal-1771	129	4	model	model	NOUN
american_scientific_journal-1771	129	5	via	via	ADP
american_scientific_journal-1771	129	6	the	the	DET
american_scientific_journal-1771	129	7	use	use	NOUN
american_scientific_journal-1771	129	8	of	of	ADP
american_scientific_journal-1771	129	9	statistical	statistical	ADJ
american_scientific_journal-1771	129	10	package	package	NOUN
american_scientific_journal-1771	129	11	r	r	NOUN
american_scientific_journal-1771	129	12	is	be	AUX
american_scientific_journal-1771	129	13	as	as	SCONJ
american_scientific_journal-1771	129	14	follows	follow	VERB
american_scientific_journal-1771	129	15	x1	x1	PROPN
american_scientific_journal-1771	129	16	t	t	NOUN
american_scientific_journal-1771	129	17	=	=	SYM
american_scientific_journal-1771	129	18	0.4826	0.4826	NUM
american_scientific_journal-1771	129	19	x1t-1	x1t-1	PROPN
american_scientific_journal-1771	129	20	–	–	PUNCT
american_scientific_journal-1771	129	21	–	–	PUNCT
american_scientific_journal-1771	129	22	0.1579	0.1579	NUM
american_scientific_journal-1771	129	23	x2t-1	x2t-1	X
american_scientific_journal-1771	129	24	(	(	PUNCT
american_scientific_journal-1771	129	25	28	28	NUM
american_scientific_journal-1771	129	26	)	)	PUNCT
american_scientific_journal-1771	129	27	s.e	s.e	PROPN
american_scientific_journal-1771	129	28	(	(	PUNCT
american_scientific_journal-1771	129	29	0.1836	0.1836	NUM
american_scientific_journal-1771	129	30	)	)	PUNCT
american_scientific_journal-1771	129	31	(	(	PUNCT
american_scientific_journal-1771	129	32	0.1561	0.1561	NUM
american_scientific_journal-1771	129	33	)	)	PUNCT
american_scientific_journal-1771	129	34	t	t	PROPN
american_scientific_journal-1771	129	35	(	(	PUNCT
american_scientific_journal-1771	129	36	2.628	2.628	NUM
american_scientific_journal-1771	129	37	)	)	PUNCT
american_scientific_journal-1771	129	38	(	(	PUNCT
american_scientific_journal-1771	129	39	–	–	PUNCT
american_scientific_journal-1771	129	40	1.012	1.012	NUM
american_scientific_journal-1771	129	41	)	)	PUNCT
american_scientific_journal-1771	129	42	p	p	NOUN
american_scientific_journal-1771	129	43	-	-	PUNCT
american_scientific_journal-1771	129	44	value	value	NOUN
american_scientific_journal-1771	129	45	(	(	PUNCT
american_scientific_journal-1771	129	46	0.0142	0.0142	NUM
american_scientific_journal-1771	129	47	)	)	PUNCT
american_scientific_journal-1771	129	48	(	(	PUNCT
american_scientific_journal-1771	129	49	0.3210	0.3210	NUM
american_scientific_journal-1771	129	50	)	)	PUNCT
american_scientific_journal-1771	129	51	when	when	SCONJ
american_scientific_journal-1771	129	52	deposit	deposit	NOUN
american_scientific_journal-1771	129	53	is	be	AUX
american_scientific_journal-1771	129	54	contaminated	contaminate	VERB
american_scientific_journal-1771	129	55	,	,	PUNCT
american_scientific_journal-1771	129	56	the	the	DET
american_scientific_journal-1771	129	57	vector	vector	NOUN
american_scientific_journal-1771	129	58	autoregressive	autoregressive	ADJ
american_scientific_journal-1771	129	59	model	model	NOUN
american_scientific_journal-1771	129	60	is	be	AUX
american_scientific_journal-1771	129	61	:	:	PUNCT
american_scientific_journal-1771	130	1	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	VERB
american_scientific_journal-1771	130	2	=	=	SYM
american_scientific_journal-1771	131	1	∅21𝑋𝑋2𝑡𝑡−1	∅21𝑋𝑋2𝑡𝑡−1	PROPN
american_scientific_journal-1771	131	2	+	+	SYM
american_scientific_journal-1771	131	3	∅22𝑋𝑋1𝑡𝑡−1	∅22𝑋𝑋1𝑡𝑡−1	PROPN
american_scientific_journal-1771	131	4	+	+	CCONJ
american_scientific_journal-1771	131	5	ℓ𝑡𝑡	ℓ𝑡𝑡	NOUN
american_scientific_journal-1771	131	6	(	(	PUNCT
american_scientific_journal-1771	131	7	29	29	NUM
american_scientific_journal-1771	131	8	)	)	PUNCT
american_scientific_journal-1771	131	9	where	where	SCONJ
american_scientific_journal-1771	131	10	𝑋𝑋2𝑡𝑡	𝑋𝑋2𝑡𝑡	PROPN
american_scientific_journal-1771	131	11	is	be	AUX
american_scientific_journal-1771	131	12	the	the	DET
american_scientific_journal-1771	131	13	current	current	ADJ
american_scientific_journal-1771	131	14	value	value	NOUN
american_scientific_journal-1771	131	15	of	of	ADP
american_scientific_journal-1771	131	16	loan,𝑋𝑋2𝑡𝑡−1	loan,𝑋𝑋2𝑡𝑡−1	ADJ
american_scientific_journal-1771	131	17	is	be	AUX
american_scientific_journal-1771	131	18	the	the	DET
american_scientific_journal-1771	131	19	immediate	immediate	ADJ
american_scientific_journal-1771	131	20	past	past	ADJ
american_scientific_journal-1771	131	21	value	value	NOUN
american_scientific_journal-1771	131	22	of	of	ADP
american_scientific_journal-1771	131	23	loan	loan	NOUN
american_scientific_journal-1771	131	24	and	and	CCONJ
american_scientific_journal-1771	131	25	𝑋𝑋1𝑡𝑡−1	𝑋𝑋1𝑡𝑡−1	NOUN
american_scientific_journal-1771	131	26	is	be	AUX
american_scientific_journal-1771	131	27	the	the	DET
american_scientific_journal-1771	131	28	immediate	immediate	ADJ
american_scientific_journal-1771	131	29	past	past	ADJ
american_scientific_journal-1771	131	30	value	value	NOUN
american_scientific_journal-1771	131	31	of	of	ADP
american_scientific_journal-1771	131	32	deposit	deposit	NOUN
american_scientific_journal-1771	131	33	.	.	PUNCT
american_scientific_journal-1771	132	1	the	the	DET
american_scientific_journal-1771	132	2	estimated	estimate	VERB
american_scientific_journal-1771	132	3	var	var	NOUN
american_scientific_journal-1771	132	4	model	model	NOUN
american_scientific_journal-1771	132	5	via	via	ADP
american_scientific_journal-1771	132	6	the	the	DET
american_scientific_journal-1771	132	7	use	use	NOUN
american_scientific_journal-1771	132	8	of	of	ADP
american_scientific_journal-1771	132	9	statistical	statistical	ADJ
american_scientific_journal-1771	132	10	package	package	NOUN
american_scientific_journal-1771	132	11	r	r	NOUN
american_scientific_journal-1771	132	12	is	be	AUX
american_scientific_journal-1771	132	13	as	as	SCONJ
american_scientific_journal-1771	132	14	follows	follow	VERB
american_scientific_journal-1771	132	15	x2	x2	PROPN
american_scientific_journal-1771	132	16	t	t	NOUN
american_scientific_journal-1771	132	17	=	=	SYM
american_scientific_journal-1771	132	18	0.9605	0.9605	NUM
american_scientific_journal-1771	132	19	x2t-1	x2t-1	PROPN
american_scientific_journal-1771	132	20	–	–	PUNCT
american_scientific_journal-1771	132	21	–	–	PUNCT
american_scientific_journal-1771	132	22	0.3339	0.3339	NUM
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american_scientific_journal-1771	133	56	5722.0	5722.0	NUM
american_scientific_journal-1771	133	57	8360.1	8360.1	NUM
american_scientific_journal-1771	133	58	10580.7	10580.7	NUM
american_scientific_journal-1771	133	59	4612.2	4612.2	NUM
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american_scientific_journal-1771	133	67	20640.9	20640.9	NUM
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american_scientific_journal-1771	133	78	35.9	35.9	NUM
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american_scientific_journal-1771	150	14	*	*	NOUN
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american_scientific_journal-1771	150	16	no	no	DET
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american_scientific_journal-1771	150	25	=	=	SYM
american_scientific_journal-1771	150	26	4	4	NUM
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american_scientific_journal-1771	150	28	scientific	scientific	ADJ
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american_scientific_journal-1771	150	43	)	)	PUNCT
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american_scientific_journal-1771	150	47	no	no	DET
american_scientific_journal-1771	150	48	1	1	NUM
american_scientific_journal-1771	150	49	,	,	PUNCT
american_scientific_journal-1771	150	50	pp	pp	ADV
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american_scientific_journal-1771	150	52	-	-	SYM
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american_scientific_journal-1771	150	54	21	21	NUM
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american_scientific_journal-1771	150	57	:	:	PUNCT
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american_scientific_journal-1771	150	64	deposit	deposit	NOUN
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american_scientific_journal-1771	150	66	loan	loan	NOUN
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american_scientific_journal-1771	150	68	deposit	deposit	NOUN
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american_scientific_journal-1771	150	74	remarks	remark	VERB
american_scientific_journal-1771	150	75	111.7	111.7	NUM
american_scientific_journal-1771	150	76	131.2	131.2	NUM
american_scientific_journal-1771	150	77	276.6	276.6	NUM
american_scientific_journal-1771	150	78	311.4	311.4	NUM
american_scientific_journal-1771	150	79	873.5	873.5	NUM
american_scientific_journal-1771	150	80	1229.2	1229.2	NUM
american_scientific_journal-1771	150	81	1378.4	1378.4	NUM
american_scientific_journal-1771	150	82	5722.0	5722.0	NUM
american_scientific_journal-1771	150	83	8360.1	8360.1	NUM
american_scientific_journal-1771	150	84	10580.7	10580.7	NUM
american_scientific_journal-1771	150	85	4612.2	4612.2	NUM
american_scientific_journal-1771	150	86	19542.2	19542.2	NUM
american_scientific_journal-1771	150	87	4855.2	4855.2	NUM
american_scientific_journal-1771	150	88	8807.1	8807.1	NUM
american_scientific_journal-1771	150	89	12442.0	12442.0	NUM
american_scientific_journal-1771	150	90	19047.6	19047.6	NUM
american_scientific_journal-1771	150	91	18513.8	18513.8	NUM
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american_scientific_journal-1771	150	93	20640.9	20640.9	NUM
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american_scientific_journal-1771	150	97	64490.0	64490.0	NUM
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american_scientific_journal-1771	150	102	3296.2	3296.2	NUM
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american_scientific_journal-1771	150	104	35.9	35.9	NUM
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american_scientific_journal-1771	150	107	114.9	114.9	NUM
american_scientific_journal-1771	150	108	373.6	373.6	NUM
american_scientific_journal-1771	150	109	492.8	492.8	NUM
american_scientific_journal-1771	150	110	659.9	659.9	NUM
american_scientific_journal-1771	150	111	3721.1	3721.1	NUM
american_scientific_journal-1771	150	112	4730.8	4730.8	NUM
american_scientific_journal-1771	150	113	5962.1	5962.1	NUM
american_scientific_journal-1771	150	114	1895.3	1895.3	NUM
american_scientific_journal-1771	150	115	10910.4	10910.4	NUM
american_scientific_journal-1771	150	116	1602.2	1602.2	NUM
american_scientific_journal-1771	150	117	8659.3	8659.3	NUM
american_scientific_journal-1771	150	118	4411.2	4411.2	NUM
american_scientific_journal-1771	150	119	11158.6	11158.6	NUM
american_scientific_journal-1771	150	120	11852.7	11852.7	NUM
american_scientific_journal-1771	150	121	7498.1	7498.1	NUM
american_scientific_journal-1771	150	122	11150.3	11150.3	NUM
american_scientific_journal-1771	150	123	12341.0	12341.0	NUM
american_scientific_journal-1771	150	124	8942.2	8942.2	NUM
american_scientific_journal-1771	150	125	11251.9	11251.9	NUM
american_scientific_journal-1771	150	126	34118.5	34118.5	NUM
american_scientific_journal-1771	150	127	16105.5	16105.5	NUM
american_scientific_journal-1771	150	128	24274.6	24274.6	NUM
american_scientific_journal-1771	150	129	27263.5	27263.5	NUM
american_scientific_journal-1771	150	130	46521.5	46521.5	NUM
american_scientific_journal-1771	150	131	15590.5	15590.5	NUM
american_scientific_journal-1771	150	132	63769.4	63769.4	NUM
american_scientific_journal-1771	150	133	543.83931	543.83931	NUM
american_scientific_journal-1771	150	134	533.78300	533.78300	NUM
american_scientific_journal-1771	150	135	536.21138	536.21138	NUM
american_scientific_journal-1771	150	136	495.61569	495.61569	NUM
american_scientific_journal-1771	150	137	486.43869	486.43869	NUM
american_scientific_journal-1771	150	138	486.70449	486.70449	NUM
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american_scientific_journal-1771	150	140	96.80611	96.80611	NUM
american_scientific_journal-1771	150	141	15.72891	15.72891	NUM
american_scientific_journal-1771	150	142	517.12786	517.12786	NUM
american_scientific_journal-1771	150	143	-740.31692	-740.31692	NUM
american_scientific_journal-1771	150	144	758.84751	758.84751	NUM
american_scientific_journal-1771	150	145	57.93392	57.93392	NUM
american_scientific_journal-1771	150	146	-150.23132	-150.23132	NUM
american_scientific_journal-1771	150	147	-456.44297	-456.44297	PROPN
american_scientific_journal-1771	150	148	-261.90317	-261.90317	ADJ
american_scientific_journal-1771	150	149	-94.46133	-94.46133	PUNCT
american_scientific_journal-1771	150	150	-488.01380	-488.01380	NUM
american_scientific_journal-1771	150	151	-85.52721	-85.52721	INTJ
american_scientific_journal-1771	150	152	-84.83722	-84.83722	NUM
american_scientific_journal-1771	150	153	-533.49445	-533.49445	NOUN
american_scientific_journal-1771	150	154	-3577.25755	-3577.25755	PRON
american_scientific_journal-1771	151	1	1082.53098	1082.53098	NUM
american_scientific_journal-1771	151	2	787.77864	787.77864	NUM
american_scientific_journal-1771	151	3	153.65662	153.65662	NUM
american_scientific_journal-1771	151	4	-638.75715	-638.75715	PROPN
american_scientific_journal-1771	151	5	244.52322	244.52322	NUM
american_scientific_journal-1771	151	6	196.58282	196.58282	NUM
american_scientific_journal-1771	151	7	-54.77264	-54.77264	SYM
american_scientific_journal-1771	151	8	3.4944194	3.4944194	NUM
american_scientific_journal-1771	151	9	3.4298029	3.4298029	NUM
american_scientific_journal-1771	151	10	3.4454064	3.4454064	NUM
american_scientific_journal-1771	151	11	3.1845603	3.1845603	NUM
american_scientific_journal-1771	151	12	3.1255938	3.1255938	NUM
american_scientific_journal-1771	151	13	3.1273017	3.1273017	NUM
american_scientific_journal-1771	151	14	1.1045794	1.1045794	NUM
american_scientific_journal-1771	151	15	0.6220241	0.6220241	NUM
american_scientific_journal-1771	151	16	0.1010655	0.1010655	NUM
american_scientific_journal-1771	151	17	3.3227859	3.3227859	NUM
american_scientific_journal-1771	151	18	-4.7568790	-4.7568790	NOUN
american_scientific_journal-1771	151	19	4.8759466	4.8759466	NUM
american_scientific_journal-1771	151	20	0.3722523	0.3722523	NUM
american_scientific_journal-1771	151	21	-0.9653058	-0.9653058	NOUN
american_scientific_journal-1771	151	22	-2.9328574	-2.9328574	NOUN
american_scientific_journal-1771	151	23	-1.6828492	-1.6828492	PROPN
american_scientific_journal-1771	151	24	-0.6069578	-0.6069578	NOUN
american_scientific_journal-1771	151	25	-3.1357146	-3.1357146	PROPN
american_scientific_journal-1771	151	26	-0.5495519	-0.5495519	PROPN
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american_scientific_journal-1771	151	28	-3.4279489	-3.4279489	NOUN
american_scientific_journal-1771	151	29	-22.9855362	-22.9855362	PUNCT
american_scientific_journal-1771	151	30	6.9557628	6.9557628	NUM
american_scientific_journal-1771	151	31	5.0618425	5.0618425	NUM
american_scientific_journal-1771	151	32	0.9873149	0.9873149	NUM
american_scientific_journal-1771	151	33	-4.1043105	-4.1043105	NOUN
american_scientific_journal-1771	151	34	1.5711749	1.5711749	NUM
american_scientific_journal-1771	151	35	1.2631357	1.2631357	NUM
american_scientific_journal-1771	151	36	-0.3519396	-0.3519396	NOUN
american_scientific_journal-1771	151	37	nd	nd	ADP
american_scientific_journal-1771	151	38	*	*	PROPN
american_scientific_journal-1771	151	39	nd	nd	INTJ
american_scientific_journal-1771	151	40	nd	nd	INTJ
american_scientific_journal-1771	151	41	nd	nd	INTJ
american_scientific_journal-1771	151	42	nd	nd	INTJ
american_scientific_journal-1771	151	43	nd	nd	INTJ
american_scientific_journal-1771	151	44	nd	nd	INTJ
american_scientific_journal-1771	151	45	nd	nd	INTJ
american_scientific_journal-1771	151	46	nd	nd	ADV
american_scientific_journal-1771	151	47	nd	nd	ADV
american_scientific_journal-1771	151	48	d	d	PROPN
american_scientific_journal-1771	151	49	*	*	PUNCT
american_scientific_journal-1771	152	1	*	*	PUNCT
american_scientific_journal-1771	153	1	d	d	X
american_scientific_journal-1771	153	2	nd	nd	INTJ
american_scientific_journal-1771	153	3	nd	nd	INTJ
american_scientific_journal-1771	153	4	nd	nd	INTJ
american_scientific_journal-1771	153	5	nd	nd	INTJ
american_scientific_journal-1771	153	6	nd	nd	INTJ
american_scientific_journal-1771	153	7	nd	nd	INTJ
american_scientific_journal-1771	153	8	nd	nd	INTJ
american_scientific_journal-1771	153	9	nd	nd	NOUN
american_scientific_journal-1771	153	10	nd	nd	NOUN
american_scientific_journal-1771	153	11	d	d	PROPN
american_scientific_journal-1771	153	12	d	d	PROPN
american_scientific_journal-1771	154	1	d	d	PROPN
american_scientific_journal-1771	154	2	nd	nd	PROPN
american_scientific_journal-1771	154	3	d	d	NOUN
american_scientific_journal-1771	154	4	nd	nd	INTJ
american_scientific_journal-1771	154	5	nd	nd	INTJ
american_scientific_journal-1771	154	6	nd	nd	ADV
american_scientific_journal-1771	154	7	d	d	PROPN
american_scientific_journal-1771	154	8	*	*	PUNCT
american_scientific_journal-1771	154	9	*	*	PUNCT
american_scientific_journal-1771	154	10	=	=	NOUN
american_scientific_journal-1771	154	11	outlier	outlier	NOUN
american_scientific_journal-1771	154	12	detected	detect	VERB
american_scientific_journal-1771	154	13	nd	nd	PRON
american_scientific_journal-1771	154	14	*	*	NOUN
american_scientific_journal-1771	154	15	=	=	SYM
american_scientific_journal-1771	154	16	no	no	DET
american_scientific_journal-1771	154	17	outlier	outlier	NOUN
american_scientific_journal-1771	154	18	detected	detect	VERB
american_scientific_journal-1771	154	19	the	the	DET
american_scientific_journal-1771	154	20	critical	critical	ADJ
american_scientific_journal-1771	154	21	value	value	NOUN
american_scientific_journal-1771	154	22	(	(	PUNCT
american_scientific_journal-1771	154	23	c	c	NOUN
american_scientific_journal-1771	154	24	)	)	PUNCT
american_scientific_journal-1771	154	25	=	=	SYM
american_scientific_journal-1771	154	26	4	4	NUM
american_scientific_journal-1771	154	27	american	american	ADJ
american_scientific_journal-1771	154	28	scientific	scientific	ADJ
american_scientific_journal-1771	154	29	research	research	NOUN
american_scientific_journal-1771	154	30	journal	journal	NOUN
american_scientific_journal-1771	154	31	for	for	ADP
american_scientific_journal-1771	154	32	engineering	engineering	NOUN
american_scientific_journal-1771	154	33	,	,	PUNCT
american_scientific_journal-1771	154	34	technology	technology	NOUN
american_scientific_journal-1771	154	35	,	,	PUNCT
american_scientific_journal-1771	154	36	and	and	CCONJ
american_scientific_journal-1771	154	37	sciences	science	NOUN
american_scientific_journal-1771	154	38	(	(	PUNCT
american_scientific_journal-1771	154	39	asrjets	asrjet	NOUN
american_scientific_journal-1771	154	40	)	)	PUNCT
american_scientific_journal-1771	154	41	(	(	PUNCT
american_scientific_journal-1771	154	42	2016	2016	NUM
american_scientific_journal-1771	154	43	)	)	PUNCT
american_scientific_journal-1771	154	44	volume	volume	NOUN
american_scientific_journal-1771	154	45	22	22	NUM
american_scientific_journal-1771	154	46	,	,	PUNCT
american_scientific_journal-1771	154	47	no	no	DET
american_scientific_journal-1771	154	48	1	1	NUM
american_scientific_journal-1771	154	49	,	,	PUNCT
american_scientific_journal-1771	154	50	pp	pp	ADV
american_scientific_journal-1771	154	51	10	10	NUM
american_scientific_journal-1771	154	52	-	-	SYM
american_scientific_journal-1771	154	53	25	25	NUM
american_scientific_journal-1771	154	54	22	22	NUM
american_scientific_journal-1771	154	55	table	table	NOUN
american_scientific_journal-1771	154	56	5	5	NUM
american_scientific_journal-1771	154	57	:	:	PUNCT
american_scientific_journal-1771	154	58	summary	summary	NOUN
american_scientific_journal-1771	154	59	of	of	ADP
american_scientific_journal-1771	154	60	outlier	outlier	ADJ
american_scientific_journal-1771	154	61	detection	detection	NOUN
american_scientific_journal-1771	154	62	of	of	ADP
american_scientific_journal-1771	154	63	the	the	DET
american_scientific_journal-1771	154	64	two	two	NUM
american_scientific_journal-1771	154	65	models	model	NOUN
american_scientific_journal-1771	154	66	on	on	ADP
american_scientific_journal-1771	154	67	deposits	deposit	NOUN
american_scientific_journal-1771	154	68	and	and	CCONJ
american_scientific_journal-1771	154	69	loan	loan	NOUN
american_scientific_journal-1771	154	70	data	datum	NOUN
american_scientific_journal-1771	154	71	model	model	NOUN
american_scientific_journal-1771	154	72	no	no	PROPN
american_scientific_journal-1771	154	73	of	of	ADP
american_scientific_journal-1771	154	74	outliers	outlier	NOUN
american_scientific_journal-1771	154	75	detected	detect	VERB
american_scientific_journal-1771	154	76	convolution	convolution	NOUN
american_scientific_journal-1771	154	77	6	6	NUM
american_scientific_journal-1771	154	78	additive	additive	ADJ
american_scientific_journal-1771	154	79	6	6	NUM
american_scientific_journal-1771	154	80	*	*	PUNCT
american_scientific_journal-1771	154	81	*	*	NOUN
american_scientific_journal-1771	154	82	innovation	innovation	NOUN
american_scientific_journal-1771	154	83	5	5	NUM
american_scientific_journal-1771	154	84	*	*	PUNCT
american_scientific_journal-1771	154	85	*	*	PUNCT
american_scientific_journal-1771	154	86	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	154	87	nil	nil	NOUN
american_scientific_journal-1771	154	88	*	*	PUNCT
american_scientific_journal-1771	154	89	*	*	NOUN
american_scientific_journal-1771	154	90	source	source	NOUN
american_scientific_journal-1771	154	91	:	:	PUNCT
american_scientific_journal-1771	154	92	[	[	X
american_scientific_journal-1771	154	93	19	19	NUM
american_scientific_journal-1771	154	94	]	]	SYM
american_scientific_journal-1771	154	95	4	4	NUM
american_scientific_journal-1771	154	96	.	.	X
american_scientific_journal-1771	154	97	discussion	discussion	NOUN
american_scientific_journal-1771	154	98	of	of	ADP
american_scientific_journal-1771	154	99	results	result	NOUN
american_scientific_journal-1771	154	100	from	from	ADP
american_scientific_journal-1771	154	101	the	the	DET
american_scientific_journal-1771	154	102	analyzed	analyze	VERB
american_scientific_journal-1771	154	103	simulated	simulate	VERB
american_scientific_journal-1771	154	104	data	datum	NOUN
american_scientific_journal-1771	154	105	with	with	ADP
american_scientific_journal-1771	154	106	varying	vary	VERB
american_scientific_journal-1771	154	107	sample	sample	NOUN
american_scientific_journal-1771	154	108	sizes	size	NOUN
american_scientific_journal-1771	154	109	of	of	ADP
american_scientific_journal-1771	154	110	10	10	NUM
american_scientific_journal-1771	154	111	,	,	PUNCT
american_scientific_journal-1771	154	112	50	50	NUM
american_scientific_journal-1771	154	113	,	,	PUNCT
american_scientific_journal-1771	154	114	and100	and100	PROPN
american_scientific_journal-1771	154	115	,	,	PUNCT
american_scientific_journal-1771	154	116	the	the	DET
american_scientific_journal-1771	154	117	average	average	ADJ
american_scientific_journal-1771	154	118	percentage	percentage	NOUN
american_scientific_journal-1771	154	119	rates	rate	NOUN
american_scientific_journal-1771	154	120	of	of	ADP
american_scientific_journal-1771	154	121	outlier	outlier	ADJ
american_scientific_journal-1771	154	122	detection	detection	NOUN
american_scientific_journal-1771	154	123	for	for	ADP
american_scientific_journal-1771	154	124	ao	ao	PROPN
american_scientific_journal-1771	154	125	and	and	CCONJ
american_scientific_journal-1771	154	126	co	co	NOUN
american_scientific_journal-1771	154	127	are	be	AUX
american_scientific_journal-1771	154	128	68	68	NUM
american_scientific_journal-1771	154	129	%	%	NOUN
american_scientific_journal-1771	154	130	and	and	CCONJ
american_scientific_journal-1771	154	131	100	100	NUM
american_scientific_journal-1771	154	132	%	%	NOUN
american_scientific_journal-1771	154	133	respectively	respectively	ADV
american_scientific_journal-1771	154	134	of	of	ADP
american_scientific_journal-1771	154	135	the	the	DET
american_scientific_journal-1771	154	136	injected	inject	VERB
american_scientific_journal-1771	154	137	outliers	outlier	NOUN
american_scientific_journal-1771	154	138	.	.	PUNCT
american_scientific_journal-1771	155	1	from	from	ADP
american_scientific_journal-1771	155	2	the	the	DET
american_scientific_journal-1771	155	3	result	result	NOUN
american_scientific_journal-1771	155	4	,	,	PUNCT
american_scientific_journal-1771	155	5	co	co	X
american_scientific_journal-1771	155	6	was	be	AUX
american_scientific_journal-1771	155	7	consistent	consistent	ADJ
american_scientific_journal-1771	155	8	in	in	ADP
american_scientific_journal-1771	155	9	outlier	outlier	ADJ
american_scientific_journal-1771	155	10	detection	detection	NOUN
american_scientific_journal-1771	155	11	as	as	ADP
american_scientific_journal-1771	155	12	the	the	DET
american_scientific_journal-1771	155	13	sample	sample	NOUN
american_scientific_journal-1771	155	14	size	size	NOUN
american_scientific_journal-1771	155	15	increases	increase	NOUN
american_scientific_journal-1771	155	16	.	.	PUNCT
american_scientific_journal-1771	156	1	comparing	compare	VERB
american_scientific_journal-1771	156	2	the	the	DET
american_scientific_journal-1771	156	3	performance	performance	NOUN
american_scientific_journal-1771	156	4	of	of	ADP
american_scientific_journal-1771	156	5	these	these	DET
american_scientific_journal-1771	156	6	two	two	NUM
american_scientific_journal-1771	156	7	newly	newly	ADV
american_scientific_journal-1771	156	8	derived	derive	VERB
american_scientific_journal-1771	156	9	models	model	NOUN
american_scientific_journal-1771	156	10	with	with	ADP
american_scientific_journal-1771	156	11	the	the	DET
american_scientific_journal-1771	156	12	existing	exist	VERB
american_scientific_journal-1771	156	13	models	model	NOUN
american_scientific_journal-1771	156	14	,	,	PUNCT
american_scientific_journal-1771	156	15	the	the	DET
american_scientific_journal-1771	156	16	co	co	NOUN
american_scientific_journal-1771	156	17	outperformed	outperform	VERB
american_scientific_journal-1771	156	18	both	both	CCONJ
american_scientific_journal-1771	156	19	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	156	20	and	and	CCONJ
american_scientific_journal-1771	156	21	innovative	innovative	ADJ
american_scientific_journal-1771	156	22	models	model	NOUN
american_scientific_journal-1771	156	23	that	that	PRON
american_scientific_journal-1771	156	24	have	have	VERB
american_scientific_journal-1771	156	25	average	average	ADJ
american_scientific_journal-1771	156	26	detection	detection	NOUN
american_scientific_journal-1771	156	27	rate	rate	NOUN
american_scientific_journal-1771	156	28	of	of	ADP
american_scientific_journal-1771	156	29	86.7	86.7	NUM
american_scientific_journal-1771	156	30	%	%	NOUN
american_scientific_journal-1771	156	31	and	and	CCONJ
american_scientific_journal-1771	156	32	21.7	21.7	NUM
american_scientific_journal-1771	156	33	%	%	NOUN
american_scientific_journal-1771	156	34	respectively	respectively	ADV
american_scientific_journal-1771	156	35	for	for	ADP
american_scientific_journal-1771	156	36	the	the	DET
american_scientific_journal-1771	156	37	simulated	simulate	VERB
american_scientific_journal-1771	156	38	data	datum	NOUN
american_scientific_journal-1771	156	39	.	.	PUNCT
american_scientific_journal-1771	157	1	for	for	ADP
american_scientific_journal-1771	157	2	the	the	DET
american_scientific_journal-1771	157	3	real	real	ADJ
american_scientific_journal-1771	157	4	data	datum	NOUN
american_scientific_journal-1771	157	5	set	set	VERB
american_scientific_journal-1771	157	6	of	of	ADP
american_scientific_journal-1771	157	7	deposit	deposit	NOUN
american_scientific_journal-1771	157	8	and	and	CCONJ
american_scientific_journal-1771	157	9	loan	loan	NOUN
american_scientific_journal-1771	157	10	,	,	PUNCT
american_scientific_journal-1771	157	11	6	6	NUM
american_scientific_journal-1771	157	12	outliers	outlier	NOUN
american_scientific_journal-1771	157	13	were	be	AUX
american_scientific_journal-1771	157	14	equally	equally	ADV
american_scientific_journal-1771	157	15	detected	detect	VERB
american_scientific_journal-1771	157	16	by	by	ADP
american_scientific_journal-1771	157	17	the	the	DET
american_scientific_journal-1771	157	18	two	two	NUM
american_scientific_journal-1771	157	19	models	model	NOUN
american_scientific_journal-1771	157	20	when	when	SCONJ
american_scientific_journal-1771	157	21	we	we	PRON
american_scientific_journal-1771	157	22	consider	consider	VERB
american_scientific_journal-1771	157	23	the	the	DET
american_scientific_journal-1771	157	24	case	case	NOUN
american_scientific_journal-1771	157	25	of	of	ADP
american_scientific_journal-1771	157	26	deposit	deposit	NOUN
american_scientific_journal-1771	157	27	depending	depend	VERB
american_scientific_journal-1771	157	28	on	on	ADP
american_scientific_journal-1771	157	29	loan	loan	NOUN
american_scientific_journal-1771	157	30	.	.	PUNCT
american_scientific_journal-1771	158	1	the	the	DET
american_scientific_journal-1771	158	2	two	two	NUM
american_scientific_journal-1771	158	3	derived	derive	VERB
american_scientific_journal-1771	158	4	outlier	outlier	NOUN
american_scientific_journal-1771	158	5	-	-	PUNCT
american_scientific_journal-1771	158	6	generating	generate	VERB
american_scientific_journal-1771	158	7	mechanisms	mechanism	NOUN
american_scientific_journal-1771	158	8	were	be	AUX
american_scientific_journal-1771	158	9	able	able	ADJ
american_scientific_journal-1771	158	10	to	to	PART
american_scientific_journal-1771	158	11	detect	detect	VERB
american_scientific_journal-1771	158	12	potential	potential	ADJ
american_scientific_journal-1771	158	13	outlier	outlier	NOUN
american_scientific_journal-1771	158	14	independently	independently	ADV
american_scientific_journal-1771	158	15	in	in	ADP
american_scientific_journal-1771	158	16	multivariate	multivariate	NOUN
american_scientific_journal-1771	158	17	time	time	NOUN
american_scientific_journal-1771	158	18	series	series	PROPN
american_scientific_journal-1771	158	19	.	.	PUNCT
american_scientific_journal-1771	159	1	however	however	ADV
american_scientific_journal-1771	159	2	,	,	PUNCT
american_scientific_journal-1771	159	3	comparing	compare	VERB
american_scientific_journal-1771	159	4	the	the	DET
american_scientific_journal-1771	159	5	performance	performance	NOUN
american_scientific_journal-1771	159	6	of	of	ADP
american_scientific_journal-1771	159	7	these	these	DET
american_scientific_journal-1771	159	8	models	model	NOUN
american_scientific_journal-1771	159	9	with	with	ADP
american_scientific_journal-1771	159	10	the	the	DET
american_scientific_journal-1771	159	11	existing	exist	VERB
american_scientific_journal-1771	159	12	ones	one	NOUN
american_scientific_journal-1771	159	13	,	,	PUNCT
american_scientific_journal-1771	159	14	ao	ao	PROPN
american_scientific_journal-1771	159	15	and	and	CCONJ
american_scientific_journal-1771	159	16	co	co	VERB
american_scientific_journal-1771	159	17	detected	detect	VERB
american_scientific_journal-1771	159	18	6	6	NUM
american_scientific_journal-1771	159	19	outliers	outlier	NOUN
american_scientific_journal-1771	159	20	while	while	SCONJ
american_scientific_journal-1771	159	21	innovative	innovative	ADJ
american_scientific_journal-1771	159	22	model	model	NOUN
american_scientific_journal-1771	159	23	was	be	AUX
american_scientific_journal-1771	159	24	able	able	ADJ
american_scientific_journal-1771	159	25	to	to	PART
american_scientific_journal-1771	159	26	detect	detect	VERB
american_scientific_journal-1771	159	27	5	5	NUM
american_scientific_journal-1771	159	28	but	but	CCONJ
american_scientific_journal-1771	159	29	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	159	30	model	model	NOUN
american_scientific_journal-1771	159	31	detected	detect	VERB
american_scientific_journal-1771	159	32	no	no	DET
american_scientific_journal-1771	159	33	outlier	outlier	NOUN
american_scientific_journal-1771	159	34	as	as	ADP
american_scientific_journal-1771	159	35	a	a	DET
american_scientific_journal-1771	159	36	result	result	NOUN
american_scientific_journal-1771	159	37	of	of	ADP
american_scientific_journal-1771	159	38	non	non	ADJ
american_scientific_journal-1771	159	39	-	-	ADJ
american_scientific_journal-1771	159	40	multiplicative	multiplicative	ADJ
american_scientific_journal-1771	159	41	nature	nature	NOUN
american_scientific_journal-1771	159	42	of	of	ADP
american_scientific_journal-1771	159	43	data	datum	NOUN
american_scientific_journal-1771	159	44	.	.	PUNCT
american_scientific_journal-1771	160	1	[	[	X
american_scientific_journal-1771	160	2	19	19	NUM
american_scientific_journal-1771	160	3	]	]	PUNCT
american_scientific_journal-1771	160	4	.	.	PUNCT
american_scientific_journal-1771	161	1	in	in	ADP
american_scientific_journal-1771	161	2	summary	summary	NOUN
american_scientific_journal-1771	161	3	,	,	PUNCT
american_scientific_journal-1771	161	4	co	co	VERB
american_scientific_journal-1771	161	5	was	be	AUX
american_scientific_journal-1771	161	6	found	find	VERB
american_scientific_journal-1771	161	7	to	to	PART
american_scientific_journal-1771	161	8	be	be	AUX
american_scientific_journal-1771	161	9	most	most	ADV
american_scientific_journal-1771	161	10	sensitive	sensitive	ADJ
american_scientific_journal-1771	161	11	to	to	ADP
american_scientific_journal-1771	161	12	outliers	outlier	NOUN
american_scientific_journal-1771	161	13	for	for	ADP
american_scientific_journal-1771	161	14	the	the	DET
american_scientific_journal-1771	161	15	simulated	simulate	VERB
american_scientific_journal-1771	161	16	data	data	NOUN
american_scientific_journal-1771	161	17	sets	set	NOUN
american_scientific_journal-1771	161	18	as	as	ADP
american_scientific_journal-1771	161	19	the	the	DET
american_scientific_journal-1771	161	20	sample	sample	NOUN
american_scientific_journal-1771	161	21	increases	increase	VERB
american_scientific_journal-1771	161	22	and	and	CCONJ
american_scientific_journal-1771	161	23	also	also	ADV
american_scientific_journal-1771	161	24	for	for	ADP
american_scientific_journal-1771	161	25	the	the	DET
american_scientific_journal-1771	161	26	real	real	ADJ
american_scientific_journal-1771	161	27	data	datum	NOUN
american_scientific_journal-1771	161	28	.	.	PUNCT
american_scientific_journal-1771	162	1	when	when	SCONJ
american_scientific_journal-1771	162	2	compared	compare	VERB
american_scientific_journal-1771	162	3	also	also	ADV
american_scientific_journal-1771	162	4	with	with	ADP
american_scientific_journal-1771	162	5	the	the	DET
american_scientific_journal-1771	162	6	existing	exist	VERB
american_scientific_journal-1771	162	7	models	model	NOUN
american_scientific_journal-1771	162	8	,	,	PUNCT
american_scientific_journal-1771	162	9	co	co	VERB
american_scientific_journal-1771	162	10	has	have	AUX
american_scientific_journal-1771	162	11	been	be	AUX
american_scientific_journal-1771	162	12	found	find	VERB
american_scientific_journal-1771	162	13	to	to	PART
american_scientific_journal-1771	162	14	be	be	AUX
american_scientific_journal-1771	162	15	most	most	ADV
american_scientific_journal-1771	162	16	efficient	efficient	ADJ
american_scientific_journal-1771	162	17	with	with	ADP
american_scientific_journal-1771	162	18	minimum	minimum	NOUN
american_scientific_journal-1771	162	19	standard	standard	ADJ
american_scientific_journal-1771	162	20	error	error	NOUN
american_scientific_journal-1771	162	21	of	of	ADP
american_scientific_journal-1771	162	22	the	the	DET
american_scientific_journal-1771	162	23	estimate	estimate	NOUN
american_scientific_journal-1771	162	24	and	and	CCONJ
american_scientific_journal-1771	162	25	is	be	AUX
american_scientific_journal-1771	162	26	therefore	therefore	ADV
american_scientific_journal-1771	162	27	recommended	recommend	VERB
american_scientific_journal-1771	162	28	for	for	ADP
american_scientific_journal-1771	162	29	outlier	outlier	ADJ
american_scientific_journal-1771	162	30	detection	detection	NOUN
american_scientific_journal-1771	162	31	in	in	ADP
american_scientific_journal-1771	162	32	multivariate	multivariate	NOUN
american_scientific_journal-1771	162	33	time	time	NOUN
american_scientific_journal-1771	162	34	series	series	PROPN
american_scientific_journal-1771	162	35	data	data	PROPN
american_scientific_journal-1771	162	36	.	.	PUNCT
american_scientific_journal-1771	163	1	5	5	X
american_scientific_journal-1771	163	2	.	.	X
american_scientific_journal-1771	163	3	conclusion	conclusion	NOUN
american_scientific_journal-1771	163	4	this	this	DET
american_scientific_journal-1771	163	5	work	work	NOUN
american_scientific_journal-1771	163	6	was	be	AUX
american_scientific_journal-1771	163	7	undertaken	undertake	VERB
american_scientific_journal-1771	163	8	to	to	PART
american_scientific_journal-1771	163	9	develop	develop	VERB
american_scientific_journal-1771	163	10	test	test	NOUN
american_scientific_journal-1771	163	11	statistic	statistic	NOUN
american_scientific_journal-1771	163	12	for	for	ADP
american_scientific_journal-1771	163	13	detecting	detect	VERB
american_scientific_journal-1771	163	14	outliers	outlier	NOUN
american_scientific_journal-1771	163	15	assuming	assume	VERB
american_scientific_journal-1771	163	16	two	two	NUM
american_scientific_journal-1771	163	17	different	different	ADJ
american_scientific_journal-1771	163	18	outliers	outlier	NOUN
american_scientific_journal-1771	163	19	generating	generate	VERB
american_scientific_journal-1771	163	20	mechanisms	mechanism	NOUN
american_scientific_journal-1771	163	21	in	in	ADP
american_scientific_journal-1771	163	22	multivariate	multivariate	NOUN
american_scientific_journal-1771	163	23	time	time	NOUN
american_scientific_journal-1771	163	24	series	series	NOUN
american_scientific_journal-1771	163	25	models	model	NOUN
american_scientific_journal-1771	163	26	.	.	PUNCT
american_scientific_journal-1771	164	1	in	in	ADP
american_scientific_journal-1771	164	2	line	line	NOUN
american_scientific_journal-1771	164	3	with	with	ADP
american_scientific_journal-1771	164	4	the	the	DET
american_scientific_journal-1771	164	5	main	main	ADJ
american_scientific_journal-1771	164	6	objective	objective	NOUN
american_scientific_journal-1771	164	7	of	of	ADP
american_scientific_journal-1771	164	8	this	this	DET
american_scientific_journal-1771	164	9	paper	paper	NOUN
american_scientific_journal-1771	164	10	,	,	PUNCT
american_scientific_journal-1771	164	11	the	the	DET
american_scientific_journal-1771	164	12	test	test	NOUN
american_scientific_journal-1771	164	13	statistics	statistic	NOUN
american_scientific_journal-1771	164	14	were	be	AUX
american_scientific_journal-1771	164	15	derived	derive	VERB
american_scientific_journal-1771	164	16	for	for	ADP
american_scientific_journal-1771	164	17	each	each	DET
american_scientific_journal-1771	164	18	generating	generate	VERB
american_scientific_journal-1771	164	19	mechanism	mechanism	NOUN
american_scientific_journal-1771	164	20	namely	namely	ADV
american_scientific_journal-1771	164	21	;	;	PUNCT
american_scientific_journal-1771	164	22	the	the	DET
american_scientific_journal-1771	164	23	additive	additive	ADJ
american_scientific_journal-1771	164	24	and	and	CCONJ
american_scientific_journal-1771	164	25	convolution	convolution	NOUN
american_scientific_journal-1771	164	26	models	model	NOUN
american_scientific_journal-1771	164	27	.	.	PUNCT
american_scientific_journal-1771	165	1	the	the	DET
american_scientific_journal-1771	165	2	model	model	NOUN
american_scientific_journal-1771	165	3	with	with	ADP
american_scientific_journal-1771	165	4	greatest	great	ADJ
american_scientific_journal-1771	165	5	detective	detective	ADJ
american_scientific_journal-1771	165	6	power	power	NOUN
american_scientific_journal-1771	165	7	in	in	ADP
american_scientific_journal-1771	165	8	terms	term	NOUN
american_scientific_journal-1771	165	9	of	of	ADP
american_scientific_journal-1771	165	10	their	their	PRON
american_scientific_journal-1771	165	11	sensitivity	sensitivity	NOUN
american_scientific_journal-1771	165	12	to	to	ADP
american_scientific_journal-1771	165	13	the	the	DET
american_scientific_journal-1771	165	14	number	number	NOUN
american_scientific_journal-1771	165	15	of	of	ADP
american_scientific_journal-1771	165	16	outliers	outlier	NOUN
american_scientific_journal-1771	165	17	detected	detect	VERB
american_scientific_journal-1771	165	18	by	by	ADP
american_scientific_journal-1771	165	19	applying	apply	VERB
american_scientific_journal-1771	165	20	the	the	DET
american_scientific_journal-1771	165	21	models	model	NOUN
american_scientific_journal-1771	165	22	to	to	ADP
american_scientific_journal-1771	165	23	both	both	CCONJ
american_scientific_journal-1771	165	24	simulated	simulate	VERB
american_scientific_journal-1771	165	25	and	and	CCONJ
american_scientific_journal-1771	165	26	a	a	DET
american_scientific_journal-1771	165	27	pair	pair	NOUN
american_scientific_journal-1771	165	28	of	of	ADP
american_scientific_journal-1771	165	29	real	real	ADJ
american_scientific_journal-1771	165	30	data	datum	NOUN
american_scientific_journal-1771	165	31	were	be	AUX
american_scientific_journal-1771	165	32	determined	determine	VERB
american_scientific_journal-1771	165	33	.	.	PUNCT
american_scientific_journal-1771	166	1	all	all	DET
american_scientific_journal-1771	166	2	these	these	PRON
american_scientific_journal-1771	166	3	were	be	AUX
american_scientific_journal-1771	166	4	achieved	achieve	VERB
american_scientific_journal-1771	166	5	using	use	VERB
american_scientific_journal-1771	166	6	theoretical	theoretical	ADJ
american_scientific_journal-1771	166	7	and	and	CCONJ
american_scientific_journal-1771	166	8	analytical	analytical	ADJ
american_scientific_journal-1771	166	9	methods	method	NOUN
american_scientific_journal-1771	166	10	.	.	PUNCT
american_scientific_journal-1771	167	1	the	the	DET
american_scientific_journal-1771	167	2	convolution	convolution	NOUN
american_scientific_journal-1771	167	3	model	model	NOUN
american_scientific_journal-1771	167	4	was	be	AUX
american_scientific_journal-1771	167	5	found	find	VERB
american_scientific_journal-1771	167	6	to	to	PART
american_scientific_journal-1771	167	7	be	be	AUX
american_scientific_journal-1771	167	8	most	most	ADV
american_scientific_journal-1771	167	9	sensitive	sensitive	ADJ
american_scientific_journal-1771	167	10	to	to	ADP
american_scientific_journal-1771	167	11	outlier	outlier	NOUN
american_scientific_journal-1771	167	12	detection	detection	NOUN
american_scientific_journal-1771	167	13	when	when	SCONJ
american_scientific_journal-1771	167	14	compared	compare	VERB
american_scientific_journal-1771	167	15	with	with	ADP
american_scientific_journal-1771	167	16	existing	exist	VERB
american_scientific_journal-1771	167	17	models	model	NOUN
american_scientific_journal-1771	167	18	,	,	PUNCT
american_scientific_journal-1771	167	19	it	it	PRON
american_scientific_journal-1771	167	20	is	be	AUX
american_scientific_journal-1771	167	21	therefore	therefore	ADV
american_scientific_journal-1771	167	22	recommended	recommend	VERB
american_scientific_journal-1771	167	23	for	for	ADP
american_scientific_journal-1771	167	24	outlier	outlier	ADJ
american_scientific_journal-1771	167	25	detection	detection	NOUN
american_scientific_journal-1771	167	26	in	in	ADP
american_scientific_journal-1771	167	27	multivariate	multivariate	NOUN
american_scientific_journal-1771	167	28	time	time	NOUN
american_scientific_journal-1771	167	29	series	series	PROPN
american_scientific_journal-1771	167	30	.	.	PUNCT
american_scientific_journal-1771	168	1	american	american	PROPN
american_scientific_journal-1771	168	2	scientific	scientific	PROPN
american_scientific_journal-1771	168	3	research	research	PROPN
american_scientific_journal-1771	168	4	journal	journal	NOUN
american_scientific_journal-1771	168	5	for	for	ADP
american_scientific_journal-1771	168	6	engineering	engineering	NOUN
american_scientific_journal-1771	168	7	,	,	PUNCT
american_scientific_journal-1771	168	8	technology	technology	NOUN
american_scientific_journal-1771	168	9	,	,	PUNCT
american_scientific_journal-1771	168	10	and	and	CCONJ
american_scientific_journal-1771	168	11	sciences	science	NOUN
american_scientific_journal-1771	168	12	(	(	PUNCT
american_scientific_journal-1771	168	13	asrjets	asrjet	NOUN
american_scientific_journal-1771	168	14	)	)	PUNCT
american_scientific_journal-1771	168	15	(	(	PUNCT
american_scientific_journal-1771	168	16	2016	2016	NUM
american_scientific_journal-1771	168	17	)	)	PUNCT
american_scientific_journal-1771	168	18	volume	volume	NOUN
american_scientific_journal-1771	168	19	22	22	NUM
american_scientific_journal-1771	168	20	,	,	PUNCT
american_scientific_journal-1771	168	21	no	no	DET
american_scientific_journal-1771	168	22	1	1	NUM
american_scientific_journal-1771	168	23	,	,	PUNCT
american_scientific_journal-1771	168	24	pp	pp	ADV
american_scientific_journal-1771	168	25	10	10	NUM
american_scientific_journal-1771	168	26	-	-	SYM
american_scientific_journal-1771	168	27	25	25	NUM
american_scientific_journal-1771	168	28	23	23	NUM
american_scientific_journal-1771	168	29	references	reference	NOUN
american_scientific_journal-1771	168	30	[	[	X
american_scientific_journal-1771	168	31	1	1	NUM
american_scientific_journal-1771	168	32	]	]	PUNCT
american_scientific_journal-1771	168	33	z.	z.	PROPN
american_scientific_journal-1771	168	34	azami	azami	PROPN
american_scientific_journal-1771	168	35	,	,	PUNCT
american_scientific_journal-1771	168	36	a.	a.	PROPN
american_scientific_journal-1771	168	37	ibrahim	ibrahim	PROPN
american_scientific_journal-1771	168	38	and	and	CCONJ
american_scientific_journal-1771	168	39	s.	s.	PROPN
american_scientific_journal-1771	168	40	mohd	mohd	PROPN
american_scientific_journal-1771	168	41	.	.	PUNCT
american_scientific_journal-1771	169	1	“	"	PUNCT
american_scientific_journal-1771	169	2	detection	detection	NOUN
american_scientific_journal-1771	169	3	procedure	procedure	NOUN
american_scientific_journal-1771	169	4	for	for	ADP
american_scientific_journal-1771	169	5	a	a	DET
american_scientific_journal-1771	169	6	single	single	ADJ
american_scientific_journal-1771	169	7	additive	additive	ADJ
american_scientific_journal-1771	169	8	outlier	outlier	NOUN
american_scientific_journal-1771	169	9	in	in	ADP
american_scientific_journal-1771	169	10	bilinear	bilinear	PROPN
american_scientific_journal-1771	169	11	model	model	NOUN
american_scientific_journal-1771	169	12	.	.	PUNCT
american_scientific_journal-1771	169	13	”	"	PUNCT
american_scientific_journal-1771	170	1	journal	journal	PROPN
american_scientific_journal-1771	170	2	of	of	ADP
american_scientific_journal-1771	170	3	pak	pak	PROPN
american_scientific_journal-1771	170	4	.	.	PUNCT
american_scientific_journal-1771	171	1	stat	stat	PROPN
american_scientific_journal-1771	171	2	.	.	PUNCT
american_scientific_journal-1771	172	1	oper	oper	PROPN
american_scientific_journal-1771	172	2	.	.	PUNCT
american_scientific_journal-1771	173	1	res	res	PROPN
american_scientific_journal-1771	173	2	.	.	PUNCT
american_scientific_journal-1771	174	1	vol	vol	NOUN
american_scientific_journal-1771	174	2	.	.	PUNCT
american_scientific_journal-1771	175	1	no	no	DET
american_scientific_journal-1771	175	2	1	1	NUM
american_scientific_journal-1771	175	3	pp	pp	ADJ
american_scientific_journal-1771	175	4	.	.	PUNCT
american_scientific_journal-1771	176	1	1	1	NUM
american_scientific_journal-1771	176	2	-	-	SYM
american_scientific_journal-1771	176	3	5	5	NUM
american_scientific_journal-1771	176	4	,	,	PUNCT
american_scientific_journal-1771	176	5	2007	2007	NUM
american_scientific_journal-1771	176	6	.	.	PUNCT
american_scientific_journal-1771	177	1	[	[	X
american_scientific_journal-1771	177	2	2	2	NUM
american_scientific_journal-1771	177	3	]	]	PUNCT
american_scientific_journal-1771	177	4	r.	r.	PROPN
american_scientific_journal-1771	177	5	baragona	baragona	PROPN
american_scientific_journal-1771	177	6	and	and	CCONJ
american_scientific_journal-1771	177	7	f.	f.	PROPN
american_scientific_journal-1771	177	8	battaglia	battaglia	PROPN
american_scientific_journal-1771	177	9	.	.	PUNCT
american_scientific_journal-1771	178	1	“	"	PUNCT
american_scientific_journal-1771	178	2	outlier	outlier	ADJ
american_scientific_journal-1771	178	3	detection	detection	NOUN
american_scientific_journal-1771	178	4	in	in	ADP
american_scientific_journal-1771	178	5	multivariate	multivariate	NOUN
american_scientific_journal-1771	178	6	time	time	NOUN
american_scientific_journal-1771	178	7	series	series	PROPN
american_scientific_journal-1771	178	8	by	by	ADP
american_scientific_journal-1771	178	9	independent	independent	ADJ
american_scientific_journal-1771	178	10	component	component	NOUN
american_scientific_journal-1771	178	11	analysis	analysis	NOUN
american_scientific_journal-1771	178	12	.	.	PUNCT
american_scientific_journal-1771	178	13	”	"	PUNCT
american_scientific_journal-1771	179	1	neutral	neutral	ADJ
american_scientific_journal-1771	179	2	computation	computation	NOUN
american_scientific_journal-1771	179	3	,	,	PUNCT
american_scientific_journal-1771	179	4	19:1962	19:1962	NOUN
american_scientific_journal-1771	179	5	-	-	NOUN
american_scientific_journal-1771	179	6	1984	1984	NUM
american_scientific_journal-1771	179	7	.	.	PUNCT
american_scientific_journal-1771	180	1	[	[	X
american_scientific_journal-1771	180	2	3	3	NUM
american_scientific_journal-1771	180	3	]	]	X
american_scientific_journal-1771	180	4	r.	r.	PROPN
american_scientific_journal-1771	180	5	baragona	baragona	PROPN
american_scientific_journal-1771	180	6	,	,	PUNCT
american_scientific_journal-1771	180	7	f.	f.	PROPN
american_scientific_journal-1771	180	8	battaglia	battaglia	PROPN
american_scientific_journal-1771	180	9	and	and	CCONJ
american_scientific_journal-1771	180	10	c.	c.	PROPN
american_scientific_journal-1771	180	11	alzini	alzini	PROPN
american_scientific_journal-1771	180	12	.	.	PUNCT
american_scientific_journal-1771	181	1	“	"	PUNCT
american_scientific_journal-1771	181	2	genetic	genetic	ADJ
american_scientific_journal-1771	181	3	algorithms	algorithm	NOUN
american_scientific_journal-1771	181	4	for	for	ADP
american_scientific_journal-1771	181	5	the	the	DET
american_scientific_journal-1771	181	6	identification	identification	NOUN
american_scientific_journal-1771	181	7	of	of	ADP
american_scientific_journal-1771	181	8	additive	additive	ADJ
american_scientific_journal-1771	181	9	and	and	CCONJ
american_scientific_journal-1771	181	10	innovational	innovational	ADJ
american_scientific_journal-1771	181	11	outliers	outlier	NOUN
american_scientific_journal-1771	181	12	in	in	ADP
american_scientific_journal-1771	181	13	time	time	NOUN
american_scientific_journal-1771	181	14	series	series	NOUN
american_scientific_journal-1771	181	15	”	"	PUNCT
american_scientific_journal-1771	181	16	computational	computational	ADJ
american_scientific_journal-1771	181	17	statistics	statistic	NOUN
american_scientific_journal-1771	181	18	and	and	CCONJ
american_scientific_journal-1771	181	19	data	datum	NOUN
american_scientific_journal-1771	181	20	analysis	analysis	NOUN
american_scientific_journal-1771	181	21	.	.	PUNCT
american_scientific_journal-1771	182	1	30,147,2001	30,147,2001	NUM
american_scientific_journal-1771	182	2	.	.	PUNCT
american_scientific_journal-1771	183	1	[	[	X
american_scientific_journal-1771	183	2	4	4	X
american_scientific_journal-1771	183	3	]	]	X
american_scientific_journal-1771	183	4	v.	v.	X
american_scientific_journal-1771	183	5	barnett	barnett	PROPN
american_scientific_journal-1771	183	6	.	.	PUNCT
american_scientific_journal-1771	184	1	“	"	PUNCT
american_scientific_journal-1771	184	2	the	the	DET
american_scientific_journal-1771	184	3	study	study	NOUN
american_scientific_journal-1771	184	4	of	of	ADP
american_scientific_journal-1771	184	5	outliers	outlier	NOUN
american_scientific_journal-1771	184	6	:	:	PUNCT
american_scientific_journal-1771	184	7	purpose	purpose	NOUN
american_scientific_journal-1771	184	8	and	and	CCONJ
american_scientific_journal-1771	184	9	model	model	NOUN
american_scientific_journal-1771	184	10	.	.	PUNCT
american_scientific_journal-1771	184	11	”	"	PUNCT
american_scientific_journal-1771	184	12	applied	apply	VERB
american_scientific_journal-1771	184	13	statistics	statistic	NOUN
american_scientific_journal-1771	184	14	,	,	PUNCT
american_scientific_journal-1771	184	15	27(3	27(3	NUM
american_scientific_journal-1771	184	16	)	)	PUNCT
american_scientific_journal-1771	184	17	,	,	PUNCT
american_scientific_journal-1771	184	18	242–250,1978	242–250,1978	NUM
american_scientific_journal-1771	184	19	.	.	PUNCT
american_scientific_journal-1771	185	1	[	[	X
american_scientific_journal-1771	185	2	5	5	X
american_scientific_journal-1771	185	3	]	]	PUNCT
american_scientific_journal-1771	185	4	v.	v.	CCONJ
american_scientific_journal-1771	185	5	barnett	barnett	PROPN
american_scientific_journal-1771	185	6	and	and	CCONJ
american_scientific_journal-1771	185	7	t.	t.	PROPN
american_scientific_journal-1771	185	8	lewis	lewis	PROPN
american_scientific_journal-1771	185	9	.	.	PROPN
american_scientific_journal-1771	185	10	outlier	outlier	PROPN
american_scientific_journal-1771	185	11	in	in	ADP
american_scientific_journal-1771	185	12	statistical	statistical	ADJ
american_scientific_journal-1771	185	13	data	datum	NOUN
american_scientific_journal-1771	185	14	.	.	PUNCT
american_scientific_journal-1771	186	1	john	john	PROPN
american_scientific_journal-1771	186	2	wiley	wiley	PROPN
american_scientific_journal-1771	186	3	&	&	CCONJ
american_scientific_journal-1771	186	4	sons	sons	PROPN
american_scientific_journal-1771	186	5	u.	u.	PROPN
american_scientific_journal-1771	186	6	k.	k.	PROPN
american_scientific_journal-1771	186	7	1994	1994	NUM
american_scientific_journal-1771	186	8	.	.	PUNCT
american_scientific_journal-1771	187	1	[	[	X
american_scientific_journal-1771	187	2	6	6	NUM
american_scientific_journal-1771	187	3	]	]	X
american_scientific_journal-1771	187	4	g.e.p	g.e.p	PROPN
american_scientific_journal-1771	187	5	.	.	PROPN
american_scientific_journal-1771	187	6	box	box	PROPN
american_scientific_journal-1771	187	7	,	,	PUNCT
american_scientific_journal-1771	187	8	g.m	g.m	PROPN
american_scientific_journal-1771	187	9	.	.	PROPN
american_scientific_journal-1771	187	10	jenkins	jenkins	PROPN
american_scientific_journal-1771	187	11	and	and	CCONJ
american_scientific_journal-1771	187	12	g.	g.	PROPN
american_scientific_journal-1771	187	13	reinsel	reinsel	PROPN
american_scientific_journal-1771	187	14	.	.	PUNCT
american_scientific_journal-1771	188	1	time	time	NOUN
american_scientific_journal-1771	188	2	series	series	PROPN
american_scientific_journal-1771	188	3	analysis	analysis	NOUN
american_scientific_journal-1771	188	4	:	:	PUNCT
american_scientific_journal-1771	188	5	forecasting	forecasting	NOUN
american_scientific_journal-1771	188	6	and	and	CCONJ
american_scientific_journal-1771	188	7	control,3rd	control,3rd	PROPN
american_scientific_journal-1771	188	8	ed	ed	NOUN
american_scientific_journal-1771	188	9	.	.	PROPN
american_scientific_journal-1771	188	10	,	,	PUNCT
american_scientific_journal-1771	188	11	new	new	PROPN
american_scientific_journal-1771	188	12	jersey	jersey	PROPN
american_scientific_journal-1771	188	13	:	:	PUNCT
american_scientific_journal-1771	188	14	prentice	prentice	NOUN
american_scientific_journal-1771	188	15	-	-	PUNCT
american_scientific_journal-1771	188	16	hall,1994	hall,1994	NOUN
american_scientific_journal-1771	188	17	.	.	PUNCT
american_scientific_journal-1771	189	1	[	[	X
american_scientific_journal-1771	189	2	7	7	X
american_scientific_journal-1771	189	3	]	]	PUNCT
american_scientific_journal-1771	189	4	k.	k.	PROPN
american_scientific_journal-1771	189	5	chaloner	chaloner	PROPN
american_scientific_journal-1771	189	6	and	and	CCONJ
american_scientific_journal-1771	189	7	r.	r.	PROPN
american_scientific_journal-1771	189	8	brant	brant	PROPN
american_scientific_journal-1771	189	9	.	.	PUNCT
american_scientific_journal-1771	190	1	“	"	PUNCT
american_scientific_journal-1771	190	2	a	a	DET
american_scientific_journal-1771	190	3	bayesian	bayesian	NOUN
american_scientific_journal-1771	190	4	approach	approach	NOUN
american_scientific_journal-1771	190	5	to	to	ADP
american_scientific_journal-1771	190	6	outlier	outlier	NOUN
american_scientific_journal-1771	190	7	detection	detection	NOUN
american_scientific_journal-1771	190	8	and	and	CCONJ
american_scientific_journal-1771	190	9	residual	residual	ADJ
american_scientific_journal-1771	190	10	analysis	analysis	NOUN
american_scientific_journal-1771	190	11	.	.	PUNCT
american_scientific_journal-1771	190	12	”	"	PUNCT
american_scientific_journal-1771	190	13	biometrika	biometrika	NOUN
american_scientific_journal-1771	190	14	,	,	PUNCT
american_scientific_journal-1771	190	15	25	25	NUM
american_scientific_journal-1771	190	16	,	,	PUNCT
american_scientific_journal-1771	190	17	651	651	NUM
american_scientific_journal-1771	190	18	–	–	PUNCT
american_scientific_journal-1771	190	19	660,1988	660,1988	NUM
american_scientific_journal-1771	190	20	.	.	PUNCT
american_scientific_journal-1771	191	1	[	[	X
american_scientific_journal-1771	191	2	8	8	NUM
american_scientific_journal-1771	191	3	]	]	X
american_scientific_journal-1771	191	4	i.	i.	PROPN
american_scientific_journal-1771	191	5	chang	chang	PROPN
american_scientific_journal-1771	191	6	,	,	PUNCT
american_scientific_journal-1771	191	7	et	et	PROPN
american_scientific_journal-1771	191	8	.	.	PUNCT
american_scientific_journal-1771	192	1	al	al	PROPN
american_scientific_journal-1771	192	2	.	.	PUNCT
american_scientific_journal-1771	193	1	“	"	PUNCT
american_scientific_journal-1771	193	2	estimation	estimation	NOUN
american_scientific_journal-1771	193	3	of	of	ADP
american_scientific_journal-1771	193	4	time	time	NOUN
american_scientific_journal-1771	193	5	series	series	PROPN
american_scientific_journal-1771	193	6	parameters	parameter	NOUN
american_scientific_journal-1771	193	7	in	in	ADP
american_scientific_journal-1771	193	8	the	the	DET
american_scientific_journal-1771	193	9	presence	presence	NOUN
american_scientific_journal-1771	193	10	of	of	ADP
american_scientific_journal-1771	193	11	outliers	outlier	NOUN
american_scientific_journal-1771	193	12	”	"	PUNCT
american_scientific_journal-1771	193	13	technometrics	technometric	NOUN
american_scientific_journal-1771	193	14	,	,	PUNCT
american_scientific_journal-1771	193	15	3	3	NUM
american_scientific_journal-1771	193	16	,	,	PUNCT
american_scientific_journal-1771	193	17	193.204,1988	193.204,1988	NUM
american_scientific_journal-1771	193	18	.	.	PUNCT
american_scientific_journal-1771	194	1	[	[	X
american_scientific_journal-1771	194	2	9	9	NUM
american_scientific_journal-1771	194	3	]	]	PUNCT
american_scientific_journal-1771	194	4	c.	c.	PROPN
american_scientific_journal-1771	194	5	chen	chen	PROPN
american_scientific_journal-1771	194	6	and	and	CCONJ
american_scientific_journal-1771	194	7	l.m	l.m	PROPN
american_scientific_journal-1771	194	8	.	.	PROPN
american_scientific_journal-1771	194	9	liu	liu	PROPN
american_scientific_journal-1771	194	10	.	.	PUNCT
american_scientific_journal-1771	195	1	“	"	PUNCT
american_scientific_journal-1771	195	2	joint	joint	ADJ
american_scientific_journal-1771	195	3	estimation	estimation	NOUN
american_scientific_journal-1771	195	4	of	of	ADP
american_scientific_journal-1771	195	5	model	model	NOUN
american_scientific_journal-1771	195	6	parameters	parameter	NOUN
american_scientific_journal-1771	195	7	and	and	CCONJ
american_scientific_journal-1771	195	8	outlier	outlier	NOUN
american_scientific_journal-1771	195	9	effects	effect	NOUN
american_scientific_journal-1771	195	10	in	in	ADP
american_scientific_journal-1771	195	11	time	time	NOUN
american_scientific_journal-1771	195	12	series	series	NOUN
american_scientific_journal-1771	195	13	.	.	PUNCT
american_scientific_journal-1771	195	14	”	"	PUNCT
american_scientific_journal-1771	196	1	journal	journal	NOUN
american_scientific_journal-1771	196	2	of	of	ADP
american_scientific_journal-1771	196	3	the	the	DET
american_scientific_journal-1771	196	4	american	american	PROPN
american_scientific_journal-1771	196	5	statistical	statistical	PROPN
american_scientific_journal-1771	196	6	association	association	NOUN
american_scientific_journal-1771	196	7	,	,	PUNCT
american_scientific_journal-1771	196	8	88	88	NUM
american_scientific_journal-1771	196	9	,	,	PUNCT
american_scientific_journal-1771	196	10	284	284	NUM
american_scientific_journal-1771	196	11	–	–	PUNCT
american_scientific_journal-1771	196	12	297,1993	297,1993	NUM
american_scientific_journal-1771	196	13	.	.	PUNCT
american_scientific_journal-1771	197	1	[	[	X
american_scientific_journal-1771	197	2	10	10	NUM
american_scientific_journal-1771	197	3	]	]	X
american_scientific_journal-1771	197	4	d.	d.	PROPN
american_scientific_journal-1771	197	5	cucina	cucina	PROPN
american_scientific_journal-1771	197	6	,	,	PUNCT
american_scientific_journal-1771	197	7	a.di	a.di	PROPN
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american_scientific_journal-1771	197	9	and	and	CCONJ
american_scientific_journal-1771	197	10	m.	m.	NOUN
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american_scientific_journal-1771	197	12	.	.	PUNCT
american_scientific_journal-1771	198	1	‘	'	PUNCT
american_scientific_journal-1771	198	2	’	'	PUNCT
american_scientific_journal-1771	198	3	meta	meta	ADJ
american_scientific_journal-1771	198	4	-	-	PUNCT
american_scientific_journal-1771	198	5	heuristic	heuristic	ADJ
american_scientific_journal-1771	198	6	methods	method	NOUN
american_scientific_journal-1771	198	7	for	for	ADP
american_scientific_journal-1771	198	8	outliers	outlier	NOUN
american_scientific_journal-1771	198	9	detection	detection	NOUN
american_scientific_journal-1771	198	10	in	in	ADP
american_scientific_journal-1771	198	11	multivariate	multivariate	NOUN
american_scientific_journal-1771	198	12	time	time	NOUN
american_scientific_journal-1771	198	13	series	series	NOUN
american_scientific_journal-1771	198	14	.	.	PUNCT
american_scientific_journal-1771	198	15	’’	’'	PUNCT
american_scientific_journal-1771	199	1	comisef	comisef	PROPN
american_scientific_journal-1771	199	2	working	working	PROPN
american_scientific_journal-1771	199	3	paper	paper	NOUN
american_scientific_journal-1771	199	4	series	series	NOUN
american_scientific_journal-1771	199	5	,	,	PUNCT
american_scientific_journal-1771	199	6	003,270,2008	003,270,2008	NOUN
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american_scientific_journal-1771	200	2	11	11	NUM
american_scientific_journal-1771	200	3	]	]	X
american_scientific_journal-1771	200	4	a.j	a.j	PROPN
american_scientific_journal-1771	200	5	.	.	PROPN
american_scientific_journal-1771	200	6	fox	fox	PROPN
american_scientific_journal-1771	200	7	.	.	PUNCT
american_scientific_journal-1771	201	1	“	"	PUNCT
american_scientific_journal-1771	201	2	outliers	outlier	NOUN
american_scientific_journal-1771	201	3	in	in	ADP
american_scientific_journal-1771	201	4	time	time	NOUN
american_scientific_journal-1771	201	5	series	series	NOUN
american_scientific_journal-1771	201	6	.	.	PUNCT
american_scientific_journal-1771	201	7	”	"	PUNCT
american_scientific_journal-1771	202	1	journal	journal	NOUN
american_scientific_journal-1771	202	2	of	of	ADP
american_scientific_journal-1771	202	3	the	the	DET
american_scientific_journal-1771	202	4	royal	royal	ADJ
american_scientific_journal-1771	202	5	statistical	statistical	ADJ
american_scientific_journal-1771	202	6	society	society	NOUN
american_scientific_journal-1771	202	7	.	.	PUNCT
american_scientific_journal-1771	203	1	b34	b34	NOUN
american_scientific_journal-1771	203	2	:	:	PUNCT
american_scientific_journal-1771	203	3	350	350	NUM
american_scientific_journal-1771	203	4	–	–	PUNCT
american_scientific_journal-1771	203	5	363,1972	363,1972	NUM
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american_scientific_journal-1771	204	2	12	12	NUM
american_scientific_journal-1771	204	3	]	]	PUNCT
american_scientific_journal-1771	204	4	p.	p.	NOUN
american_scientific_journal-1771	204	5	galeano	galeano	PROPN
american_scientific_journal-1771	204	6	,	,	PUNCT
american_scientific_journal-1771	204	7	d.	d.	PROPN
american_scientific_journal-1771	204	8	pena	pena	PROPN
american_scientific_journal-1771	204	9	and	and	CCONJ
american_scientific_journal-1771	204	10	r.s	r.s	PROPN
american_scientific_journal-1771	204	11	.	.	PROPN
american_scientific_journal-1771	204	12	tsay	tsay	PROPN
american_scientific_journal-1771	204	13	.	.	PUNCT
american_scientific_journal-1771	205	1	“	"	PUNCT
american_scientific_journal-1771	205	2	outlier	outlier	ADJ
american_scientific_journal-1771	205	3	detection	detection	NOUN
american_scientific_journal-1771	205	4	in	in	ADP
american_scientific_journal-1771	205	5	multivariate	multivariate	NOUN
american_scientific_journal-1771	205	6	time	time	NOUN
american_scientific_journal-1771	205	7	series	series	PROPN
american_scientific_journal-1771	205	8	via	via	ADP
american_scientific_journal-1771	205	9	projection	projection	NOUN
american_scientific_journal-1771	205	10	pursuit	pursuit	NOUN
american_scientific_journal-1771	205	11	.	.	PUNCT
american_scientific_journal-1771	205	12	”	"	PUNCT
american_scientific_journal-1771	206	1	working	work	VERB
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american_scientific_journal-1771	206	3	0	0	NUM
american_scientific_journal-1771	206	4	-	-	SYM
american_scientific_journal-1771	206	5	42	42	NUM
american_scientific_journal-1771	206	6	.	.	PUNCT
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american_scientific_journal-1771	207	2	and	and	CCONJ
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american_scientific_journal-1771	207	4	series	series	PROPN
american_scientific_journal-1771	207	5	ii	ii	PROPN
american_scientific_journal-1771	207	6	,	,	PUNCT
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american_scientific_journal-1771	207	8	.	.	PROPN
american_scientific_journal-1771	207	9	de	de	PROPN
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american_scientific_journal-1771	207	11	,	,	PUNCT
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american_scientific_journal-1771	207	18	13	13	NUM
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american_scientific_journal-1771	207	20	j.	j.	PROPN
american_scientific_journal-1771	207	21	helbling	helbling	PROPN
american_scientific_journal-1771	207	22	and	and	CCONJ
american_scientific_journal-1771	207	23	r.	r.	PROPN
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american_scientific_journal-1771	207	25	.	.	PUNCT
american_scientific_journal-1771	208	1	“	"	PUNCT
american_scientific_journal-1771	208	2	on	on	ADP
american_scientific_journal-1771	208	3	outlier	outlier	ADJ
american_scientific_journal-1771	208	4	detection	detection	NOUN
american_scientific_journal-1771	208	5	in	in	ADP
american_scientific_journal-1771	208	6	multivariate	multivariate	NOUN
american_scientific_journal-1771	208	7	time	time	NOUN
american_scientific_journal-1771	208	8	series	series	PROPN
american_scientific_journal-1771	208	9	.	.	PUNCT
american_scientific_journal-1771	208	10	”	"	PUNCT
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american_scientific_journal-1771	209	3	34	34	NUM
american_scientific_journal-1771	209	4	,	,	PUNCT
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american_scientific_journal-1771	209	6	1	1	NUM
american_scientific_journal-1771	209	7	,	,	PUNCT
american_scientific_journal-1771	209	8	pp	pp	ADJ
american_scientific_journal-1771	209	9	.	.	PUNCT
american_scientific_journal-1771	210	1	19	19	NUM
american_scientific_journal-1771	210	2	-	-	SYM
american_scientific_journal-1771	210	3	26,2009	26,2009	NUM
american_scientific_journal-1771	210	4	.	.	PUNCT
american_scientific_journal-1771	211	1	[	[	X
american_scientific_journal-1771	211	2	14	14	NUM
american_scientific_journal-1771	211	3	]	]	X
american_scientific_journal-1771	211	4	a.	a.	PROPN
american_scientific_journal-1771	211	5	kaya	kaya	PROPN
american_scientific_journal-1771	211	6	.	.	PUNCT
american_scientific_journal-1771	212	1	“	"	PUNCT
american_scientific_journal-1771	212	2	modelling	model	VERB
american_scientific_journal-1771	212	3	outlier	outlier	NOUN
american_scientific_journal-1771	212	4	factors	factor	NOUN
american_scientific_journal-1771	212	5	in	in	ADP
american_scientific_journal-1771	212	6	data	datum	NOUN
american_scientific_journal-1771	212	7	analysis	analysis	NOUN
american_scientific_journal-1771	212	8	.	.	PUNCT
american_scientific_journal-1771	212	9	”	"	PUNCT
american_scientific_journal-1771	212	10	advances	advance	NOUN
american_scientific_journal-1771	212	11	in	in	ADP
american_scientific_journal-1771	212	12	information	information	NOUN
american_scientific_journal-1771	212	13	systems	system	NOUN
american_scientific_journal-1771	212	14	,	,	PUNCT
american_scientific_journal-1771	212	15	lncs	lncs	NOUN
american_scientific_journal-1771	212	16	3261	3261	NUM
american_scientific_journal-1771	212	17	,	,	PUNCT
american_scientific_journal-1771	212	18	88	88	NUM
american_scientific_journal-1771	212	19	–	–	PUNCT
american_scientific_journal-1771	212	20	95,2010	95,2010	NOUN
american_scientific_journal-1771	212	21	.	.	PUNCT
american_scientific_journal-1771	213	1	[	[	X
american_scientific_journal-1771	213	2	15	15	NUM
american_scientific_journal-1771	213	3	]	]	PUNCT
american_scientific_journal-1771	213	4	a.	a.	NOUN
american_scientific_journal-1771	213	5	khattree	khattree	NOUN
american_scientific_journal-1771	213	6	and	and	CCONJ
american_scientific_journal-1771	213	7	d.n	d.n	PROPN
american_scientific_journal-1771	213	8	.	.	PROPN
american_scientific_journal-1771	213	9	naik	naik	PROPN
american_scientific_journal-1771	213	10	.	.	PUNCT
american_scientific_journal-1771	214	1	“	"	PUNCT
american_scientific_journal-1771	214	2	detection	detection	NOUN
american_scientific_journal-1771	214	3	of	of	ADP
american_scientific_journal-1771	214	4	outliers	outlier	NOUN
american_scientific_journal-1771	214	5	in	in	ADP
american_scientific_journal-1771	214	6	bivariate	bivariate	ADJ
american_scientific_journal-1771	214	7	time	time	NOUN
american_scientific_journal-1771	214	8	series	series	PROPN
american_scientific_journal-1771	214	9	data	data	PROPN
american_scientific_journal-1771	214	10	.	.	PUNCT
american_scientific_journal-1771	214	11	”	"	PUNCT
american_scientific_journal-1771	215	1	communications	communication	NOUN
american_scientific_journal-1771	215	2	in	in	ADP
american_scientific_journal-1771	215	3	american	american	ADJ
american_scientific_journal-1771	215	4	scientific	scientific	ADJ
american_scientific_journal-1771	215	5	research	research	NOUN
american_scientific_journal-1771	215	6	journal	journal	NOUN
american_scientific_journal-1771	215	7	for	for	ADP
american_scientific_journal-1771	215	8	engineering	engineering	NOUN
american_scientific_journal-1771	215	9	,	,	PUNCT
american_scientific_journal-1771	215	10	technology	technology	NOUN
american_scientific_journal-1771	215	11	,	,	PUNCT
american_scientific_journal-1771	215	12	and	and	CCONJ
american_scientific_journal-1771	215	13	sciences	science	NOUN
american_scientific_journal-1771	215	14	(	(	PUNCT
american_scientific_journal-1771	215	15	asrjets	asrjet	NOUN
american_scientific_journal-1771	215	16	)	)	PUNCT
american_scientific_journal-1771	215	17	(	(	PUNCT
american_scientific_journal-1771	215	18	2016	2016	NUM
american_scientific_journal-1771	215	19	)	)	PUNCT
american_scientific_journal-1771	215	20	volume	volume	NOUN
american_scientific_journal-1771	215	21	22	22	NUM
american_scientific_journal-1771	215	22	,	,	PUNCT
american_scientific_journal-1771	215	23	no	no	DET
american_scientific_journal-1771	215	24	1	1	NUM
american_scientific_journal-1771	215	25	,	,	PUNCT
american_scientific_journal-1771	215	26	pp	pp	ADV
american_scientific_journal-1771	215	27	10	10	NUM
american_scientific_journal-1771	215	28	-	-	SYM
american_scientific_journal-1771	215	29	25	25	NUM
american_scientific_journal-1771	215	30	24	24	NUM
american_scientific_journal-1771	215	31	statistics	statistic	NOUN
american_scientific_journal-1771	215	32	–	–	PUNCT
american_scientific_journal-1771	215	33	theory	theory	NOUN
american_scientific_journal-1771	215	34	and	and	CCONJ
american_scientific_journal-1771	215	35	methods	method	NOUN
american_scientific_journal-1771	215	36	,	,	PUNCT
american_scientific_journal-1771	215	37	16(12	16(12	NUM
american_scientific_journal-1771	215	38	):	):	PUNCT
american_scientific_journal-1771	215	39	3701	3701	NUM
american_scientific_journal-1771	215	40	–	–	PUNCT
american_scientific_journal-1771	215	41	3714,1987	3714,1987	NUM
american_scientific_journal-1771	215	42	.	.	PUNCT
american_scientific_journal-1771	216	1	[	[	X
american_scientific_journal-1771	216	2	16	16	NUM
american_scientific_journal-1771	216	3	]	]	X
american_scientific_journal-1771	216	4	g.m	g.m	PROPN
american_scientific_journal-1771	216	5	.	.	PROPN
american_scientific_journal-1771	216	6	ljung	ljung	PROPN
american_scientific_journal-1771	216	7	.	.	PUNCT
american_scientific_journal-1771	217	1	“	"	PUNCT
american_scientific_journal-1771	217	2	on	on	ADP
american_scientific_journal-1771	217	3	outlier	outlier	ADJ
american_scientific_journal-1771	217	4	detection	detection	NOUN
american_scientific_journal-1771	217	5	in	in	ADP
american_scientific_journal-1771	217	6	time	time	NOUN
american_scientific_journal-1771	217	7	series	series	NOUN
american_scientific_journal-1771	217	8	.	.	PUNCT
american_scientific_journal-1771	217	9	”	"	PUNCT
american_scientific_journal-1771	218	1	j.	j.	PROPN
american_scientific_journal-1771	218	2	r.	r.	PROPN
american_scientific_journal-1771	218	3	statist	statist	PROPN
american_scientific_journal-1771	218	4	.	.	PUNCT
american_scientific_journal-1771	219	1	soc	soc	PROPN
american_scientific_journal-1771	219	2	.	.	PUNCT
american_scientific_journal-1771	220	1	b.	b.	PROPN
american_scientific_journal-1771	220	2	55	55	NUM
american_scientific_journal-1771	221	1	no	no	NOUN
american_scientific_journal-1771	221	2	.	.	NOUN
american_scientific_journal-1771	221	3	2	2	NUM
american_scientific_journal-1771	221	4	,	,	PUNCT
american_scientific_journal-1771	221	5	559	559	NUM
american_scientific_journal-1771	221	6	-567,1993	-567,1993	NOUN
american_scientific_journal-1771	221	7	.	.	PUNCT
american_scientific_journal-1771	222	1	[	[	X
american_scientific_journal-1771	222	2	17	17	NUM
american_scientific_journal-1771	222	3	]	]	X
american_scientific_journal-1771	222	4	c.r	c.r	PROPN
american_scientific_journal-1771	222	5	.	.	PROPN
american_scientific_journal-1771	222	6	nelson	nelson	PROPN
american_scientific_journal-1771	222	7	,	,	PUNCT
american_scientific_journal-1771	222	8	and	and	CCONJ
american_scientific_journal-1771	222	9	c.l	c.l	PROPN
american_scientific_journal-1771	222	10	.	.	PROPN
american_scientific_journal-1771	222	11	plosser	plosser	PROPN
american_scientific_journal-1771	222	12	.	.	PUNCT
american_scientific_journal-1771	223	1	“	"	PUNCT
american_scientific_journal-1771	223	2	trends	trend	NOUN
american_scientific_journal-1771	223	3	and	and	CCONJ
american_scientific_journal-1771	223	4	random	random	ADJ
american_scientific_journal-1771	223	5	walks	walk	NOUN
american_scientific_journal-1771	223	6	in	in	ADP
american_scientific_journal-1771	223	7	macroeconomic	macroeconomic	ADJ
american_scientific_journal-1771	223	8	time	time	NOUN
american_scientific_journal-1771	223	9	series	series	NOUN
american_scientific_journal-1771	223	10	.	.	PUNCT
american_scientific_journal-1771	223	11	”	"	PUNCT
american_scientific_journal-1771	224	1	journal	journal	NOUN
american_scientific_journal-1771	224	2	of	of	ADP
american_scientific_journal-1771	224	3	monetary	monetary	ADJ
american_scientific_journal-1771	224	4	economics	economic	NOUN
american_scientific_journal-1771	224	5	,	,	PUNCT
american_scientific_journal-1771	224	6	10	10	NUM
american_scientific_journal-1771	224	7	,	,	PUNCT
american_scientific_journal-1771	224	8	139	139	NUM
american_scientific_journal-1771	224	9	–	–	PUNCT
american_scientific_journal-1771	224	10	162,1982	162,1982	NUM
american_scientific_journal-1771	224	11	.	.	PUNCT
american_scientific_journal-1771	225	1	[	[	X
american_scientific_journal-1771	225	2	18	18	NUM
american_scientific_journal-1771	225	3	]	]	X
american_scientific_journal-1771	225	4	d.	d.	NOUN
american_scientific_journal-1771	225	5	olivier	olivier	PROPN
american_scientific_journal-1771	225	6	and	and	CCONJ
american_scientific_journal-1771	225	7	c.	c.	PROPN
american_scientific_journal-1771	225	8	amelie	amelie	PROPN
american_scientific_journal-1771	225	9	.	.	PUNCT
american_scientific_journal-1771	226	1	“	"	PUNCT
american_scientific_journal-1771	226	2	the	the	DET
american_scientific_journal-1771	226	3	impact	impact	NOUN
american_scientific_journal-1771	226	4	of	of	ADP
american_scientific_journal-1771	226	5	outliers	outlier	NOUN
american_scientific_journal-1771	226	6	on	on	ADP
american_scientific_journal-1771	226	7	transitory	transitory	ADJ
american_scientific_journal-1771	226	8	and	and	CCONJ
american_scientific_journal-1771	226	9	permanent	permanent	ADJ
american_scientific_journal-1771	226	10	components	component	NOUN
american_scientific_journal-1771	226	11	in	in	ADP
american_scientific_journal-1771	226	12	macroeconomic	macroeconomic	ADJ
american_scientific_journal-1771	226	13	series	series	NOUN
american_scientific_journal-1771	226	14	.	.	PUNCT
american_scientific_journal-1771	226	15	”	"	PUNCT
american_scientific_journal-1771	227	1	economic	economic	ADJ
american_scientific_journal-1771	227	2	bulleting	bulleting	NOUN
american_scientific_journal-1771	227	3	,	,	PUNCT
american_scientific_journal-1771	227	4	vol	vol	NOUN
american_scientific_journal-1771	227	5	.	.	PROPN
american_scientific_journal-1771	228	1	3	3	NUM
american_scientific_journal-1771	228	2	,	,	PUNCT
american_scientific_journal-1771	228	3	no	no	DET
american_scientific_journal-1771	228	4	60	60	NUM
american_scientific_journal-1771	228	5	pp	pp	NUM
american_scientific_journal-1771	228	6	1	1	NUM
american_scientific_journal-1771	228	7	–	–	PUNCT
american_scientific_journal-1771	228	8	9,2008	9,2008	NOUN
american_scientific_journal-1771	228	9	.	.	PUNCT
american_scientific_journal-1771	229	1	[	[	X
american_scientific_journal-1771	229	2	19	19	NUM
american_scientific_journal-1771	229	3	]	]	X
american_scientific_journal-1771	229	4	o.	o.	PROPN
american_scientific_journal-1771	229	5	olufolabo	olufolabo	PROPN
american_scientific_journal-1771	229	6	,	,	PUNCT
american_scientific_journal-1771	229	7	o.i	o.i	PROPN
american_scientific_journal-1771	229	8	.	.	PROPN
american_scientific_journal-1771	229	9	shittu	shittu	PROPN
american_scientific_journal-1771	229	10	and	and	CCONJ
american_scientific_journal-1771	229	11	k.a	k.a	PROPN
american_scientific_journal-1771	229	12	.	.	PROPN
american_scientific_journal-1771	229	13	adepoju	adepoju	PROPN
american_scientific_journal-1771	229	14	.	.	PUNCT
american_scientific_journal-1771	230	1	“	"	PUNCT
american_scientific_journal-1771	230	2	performance	performance	NOUN
american_scientific_journal-1771	230	3	of	of	ADP
american_scientific_journal-1771	230	4	two	two	NUM
american_scientific_journal-1771	230	5	generating	generate	VERB
american_scientific_journal-1771	230	6	mechanisms	mechanism	NOUN
american_scientific_journal-1771	230	7	in	in	ADP
american_scientific_journal-1771	230	8	detection	detection	NOUN
american_scientific_journal-1771	230	9	of	of	ADP
american_scientific_journal-1771	230	10	outliers	outlier	NOUN
american_scientific_journal-1771	230	11	in	in	ADP
american_scientific_journal-1771	230	12	multivariate	multivariate	NOUN
american_scientific_journal-1771	230	13	time	time	NOUN
american_scientific_journal-1771	230	14	series	series	PROPN
american_scientific_journal-1771	230	15	.	.	PUNCT
american_scientific_journal-1771	230	16	”	"	PUNCT
american_scientific_journal-1771	231	1	american	american	PROPN
american_scientific_journal-1771	231	2	journal	journal	PROPN
american_scientific_journal-1771	231	3	of	of	ADP
american_scientific_journal-1771	231	4	theoretical	theoretical	ADJ
american_scientific_journal-1771	231	5	and	and	CCONJ
american_scientific_journal-1771	231	6	applied	applied	ADJ
american_scientific_journal-1771	231	7	statistics.5(3	statistics.5(3	NOUN
american_scientific_journal-1771	231	8	)	)	PUNCT
american_scientific_journal-1771	231	9	,	,	PUNCT
american_scientific_journal-1771	231	10	115	115	NUM
american_scientific_journal-1771	231	11	-	-	SYM
american_scientific_journal-1771	231	12	122,2016	122,2016	NUM
american_scientific_journal-1771	231	13	.	.	PUNCT
american_scientific_journal-1771	232	1	[	[	X
american_scientific_journal-1771	232	2	20	20	NUM
american_scientific_journal-1771	232	3	]	]	PUNCT
american_scientific_journal-1771	232	4	a.	a.	NOUN
american_scientific_journal-1771	232	5	pankratz	pankratz	NOUN
american_scientific_journal-1771	232	6	.	.	PUNCT
american_scientific_journal-1771	233	1	forecasting	forecast	VERB
american_scientific_journal-1771	233	2	with	with	ADP
american_scientific_journal-1771	233	3	univariate	univariate	ADJ
american_scientific_journal-1771	233	4	box	box	NOUN
american_scientific_journal-1771	233	5	-	-	PUNCT
american_scientific_journal-1771	233	6	jenkins	jenkin	NOUN
american_scientific_journal-1771	233	7	models	model	NOUN
american_scientific_journal-1771	233	8	:	:	PUNCT
american_scientific_journal-1771	233	9	concepts	concept	NOUN
american_scientific_journal-1771	233	10	and	and	CCONJ
american_scientific_journal-1771	233	11	cases	case	NOUN
american_scientific_journal-1771	233	12	,	,	PUNCT
american_scientific_journal-1771	233	13	new	new	PROPN
american_scientific_journal-1771	233	14	york	york	PROPN
american_scientific_journal-1771	233	15	:	:	PUNCT
american_scientific_journal-1771	234	1	john	john	PROPN
american_scientific_journal-1771	234	2	wiley	wiley	PROPN
american_scientific_journal-1771	234	3	and	and	CCONJ
american_scientific_journal-1771	234	4	sins,1983	sins,1983	PROPN
american_scientific_journal-1771	234	5	.	.	PUNCT
american_scientific_journal-1771	235	1	[	[	X
american_scientific_journal-1771	235	2	21	21	NUM
american_scientific_journal-1771	235	3	]	]	X
american_scientific_journal-1771	235	4	a.	a.	NOUN
american_scientific_journal-1771	235	5	pankratz	pankratz	NOUN
american_scientific_journal-1771	235	6	.	.	PUNCT
american_scientific_journal-1771	236	1	“	"	PUNCT
american_scientific_journal-1771	236	2	detecting	detect	VERB
american_scientific_journal-1771	236	3	and	and	CCONJ
american_scientific_journal-1771	236	4	treating	treat	VERB
american_scientific_journal-1771	236	5	outliers	outlier	NOUN
american_scientific_journal-1771	236	6	in	in	ADP
american_scientific_journal-1771	236	7	dynamic	dynamic	ADJ
american_scientific_journal-1771	236	8	regression	regression	NOUN
american_scientific_journal-1771	236	9	models	model	NOUN
american_scientific_journal-1771	236	10	.	.	PUNCT
american_scientific_journal-1771	236	11	”	"	PUNCT
american_scientific_journal-1771	237	1	biometrika,80	biometrika,80	NOUN
american_scientific_journal-1771	237	2	,	,	PUNCT
american_scientific_journal-1771	237	3	4754,1993	4754,1993	X
american_scientific_journal-1771	237	4	.	.	PUNCT
american_scientific_journal-1771	238	1	[	[	X
american_scientific_journal-1771	238	2	22	22	NUM
american_scientific_journal-1771	238	3	]	]	X
american_scientific_journal-1771	238	4	d.	d.	PROPN
american_scientific_journal-1771	238	5	pena	pena	PROPN
american_scientific_journal-1771	238	6	and	and	CCONJ
american_scientific_journal-1771	238	7	g.e.p	g.e.p	PROPN
american_scientific_journal-1771	238	8	.	.	PROPN
american_scientific_journal-1771	238	9	box	box	PROPN
american_scientific_journal-1771	238	10	.	.	PUNCT
american_scientific_journal-1771	239	1	“	"	PUNCT
american_scientific_journal-1771	239	2	identifying	identify	VERB
american_scientific_journal-1771	239	3	a	a	DET
american_scientific_journal-1771	239	4	simplifying	simplify	VERB
american_scientific_journal-1771	239	5	structure	structure	NOUN
american_scientific_journal-1771	239	6	in	in	ADP
american_scientific_journal-1771	239	7	time	time	NOUN
american_scientific_journal-1771	239	8	series	series	PROPN
american_scientific_journal-1771	239	9	.	.	PUNCT
american_scientific_journal-1771	239	10	”	"	PUNCT
american_scientific_journal-1771	239	11	journal	journal	NOUN
american_scientific_journal-1771	239	12	of	of	ADP
american_scientific_journal-1771	239	13	the	the	DET
american_scientific_journal-1771	239	14	american	american	PROPN
american_scientific_journal-1771	239	15	statistical	statistical	PROPN
american_scientific_journal-1771	239	16	association	association	NOUN
american_scientific_journal-1771	239	17	,	,	PUNCT
american_scientific_journal-1771	239	18	82	82	NUM
american_scientific_journal-1771	239	19	,	,	PUNCT
american_scientific_journal-1771	239	20	836	836	NUM
american_scientific_journal-1771	239	21	-	-	SYM
american_scientific_journal-1771	239	22	843,1987	843,1987	NUM
american_scientific_journal-1771	239	23	.	.	PUNCT
american_scientific_journal-1771	240	1	[	[	X
american_scientific_journal-1771	240	2	23	23	NUM
american_scientific_journal-1771	240	3	]	]	X
american_scientific_journal-1771	240	4	s.	s.	PROPN
american_scientific_journal-1771	240	5	ruey	ruey	PROPN
american_scientific_journal-1771	240	6	and	and	CCONJ
american_scientific_journal-1771	240	7	r.s	r.s	PROPN
american_scientific_journal-1771	240	8	.	.	PROPN
american_scientific_journal-1771	240	9	tsay	tsay	PROPN
american_scientific_journal-1771	240	10	.	.	PUNCT
american_scientific_journal-1771	241	1	“	"	PUNCT
american_scientific_journal-1771	241	2	outliers	outlier	NOUN
american_scientific_journal-1771	241	3	,	,	PUNCT
american_scientific_journal-1771	241	4	level	level	NOUN
american_scientific_journal-1771	241	5	shifts	shift	NOUN
american_scientific_journal-1771	241	6	,	,	PUNCT
american_scientific_journal-1771	241	7	and	and	CCONJ
american_scientific_journal-1771	241	8	variance	variance	NOUN
american_scientific_journal-1771	241	9	changes	change	NOUN
american_scientific_journal-1771	241	10	in	in	ADP
american_scientific_journal-1771	241	11	time	time	NOUN
american_scientific_journal-1771	241	12	series	series	NOUN
american_scientific_journal-1771	241	13	.	.	PUNCT
american_scientific_journal-1771	241	14	”	"	PUNCT
american_scientific_journal-1771	241	15	journal	journal	NOUN
american_scientific_journal-1771	241	16	of	of	ADP
american_scientific_journal-1771	241	17	forecasting	forecasting	NOUN
american_scientific_journal-1771	241	18	,	,	PUNCT
american_scientific_journal-1771	241	19	vol	vol	NOUN
american_scientific_journal-1771	241	20	.	.	PROPN
american_scientific_journal-1771	241	21	7	7	NUM
american_scientific_journal-1771	241	22	,	,	PUNCT
american_scientific_journal-1771	241	23	i-20	i-20	PROPN
american_scientific_journal-1771	241	24	department	department	PROPN
american_scientific_journal-1771	241	25	of	of	ADP
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american_scientific_journal-1771	241	27	,	,	PUNCT
american_scientific_journal-1771	241	28	carnegie	carnegie	PROPN
american_scientific_journal-1771	241	29	mellon	mellon	PROPN
american_scientific_journal-1771	241	30	university	university	PROPN
american_scientific_journal-1771	241	31	,	,	PUNCT
american_scientific_journal-1771	241	32	u.	u.	PROPN
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american_scientific_journal-1771	242	1	[	[	X
american_scientific_journal-1771	242	2	24	24	NUM
american_scientific_journal-1771	242	3	]	]	X
american_scientific_journal-1771	242	4	d.k	d.k	PROPN
american_scientific_journal-1771	242	5	.	.	PROPN
american_scientific_journal-1771	242	6	shangodoyin	shangodoyin	PROPN
american_scientific_journal-1771	242	7	.	.	PUNCT
american_scientific_journal-1771	243	1	“	"	PUNCT
american_scientific_journal-1771	243	2	on	on	ADP
american_scientific_journal-1771	243	3	the	the	DET
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american_scientific_journal-1771	243	5	of	of	ADP
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american_scientific_journal-1771	243	7	series	series	NOUN
american_scientific_journal-1771	243	8	models	model	NOUN
american_scientific_journal-1771	243	9	in	in	ADP
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american_scientific_journal-1771	243	12	of	of	ADP
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american_scientific_journal-1771	243	14	observations	observation	NOUN
american_scientific_journal-1771	243	15	”	"	PUNCT
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american_scientific_journal-1771	244	1	ph.d	ph.d	PROPN
american_scientific_journal-1771	244	2	.	.	PUNCT
american_scientific_journal-1771	245	1	thesis	thesis	NOUN
american_scientific_journal-1771	245	2	in	in	ADP
american_scientific_journal-1771	245	3	the	the	DET
american_scientific_journal-1771	245	4	dept	dept	NOUN
american_scientific_journal-1771	245	5	.	.	PROPN
american_scientific_journal-1771	245	6	of	of	ADP
american_scientific_journal-1771	245	7	statistics	statistic	NOUN
american_scientific_journal-1771	245	8	,	,	PUNCT
american_scientific_journal-1771	245	9	univ	univ	PROPN
american_scientific_journal-1771	245	10	.	.	PROPN
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american_scientific_journal-1771	245	13	.	.	PUNCT
american_scientific_journal-1771	246	1	[	[	X
american_scientific_journal-1771	246	2	25	25	NUM
american_scientific_journal-1771	246	3	]	]	X
american_scientific_journal-1771	246	4	i.o	i.o	PROPN
american_scientific_journal-1771	246	5	.	.	PROPN
american_scientific_journal-1771	246	6	shittu	shittu	PROPN
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american_scientific_journal-1771	246	8	d.k	d.k	PROPN
american_scientific_journal-1771	246	9	.	.	PROPN
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american_scientific_journal-1771	246	11	.	.	PUNCT
american_scientific_journal-1771	247	1	‘	'	PUNCT
american_scientific_journal-1771	247	2	’	'	PUNCT
american_scientific_journal-1771	247	3	detection	detection	NOUN
american_scientific_journal-1771	247	4	of	of	ADP
american_scientific_journal-1771	247	5	outliers	outlier	NOUN
american_scientific_journal-1771	247	6	in	in	ADP
american_scientific_journal-1771	247	7	time	time	NOUN
american_scientific_journal-1771	247	8	series	series	PROPN
american_scientific_journal-1771	247	9	data	data	PROPN
american_scientific_journal-1771	247	10	:	:	PUNCT
american_scientific_journal-1771	247	11	a	a	DET
american_scientific_journal-1771	247	12	frequency	frequency	NOUN
american_scientific_journal-1771	247	13	domain	domain	NOUN
american_scientific_journal-1771	247	14	approach	approach	NOUN
american_scientific_journal-1771	247	15	.	.	PUNCT
american_scientific_journal-1771	247	16	’’	’'	PUNCT
american_scientific_journal-1771	248	1	asian	asian	ADJ
american_scientific_journal-1771	248	2	journal	journal	NOUN
american_scientific_journal-1771	248	3	of	of	ADP
american_scientific_journal-1771	248	4	scientific	scientific	ADJ
american_scientific_journal-1771	248	5	research	research	NOUN
american_scientific_journal-1771	248	6	1	1	NUM
american_scientific_journal-1771	248	7	,	,	PUNCT
american_scientific_journal-1771	248	8	(	(	PUNCT
american_scientific_journal-1771	248	9	2	2	NUM
american_scientific_journal-1771	248	10	)	)	PUNCT
american_scientific_journal-1771	248	11	130	130	NUM
american_scientific_journal-1771	248	12	-	-	PUNCT
american_scientific_journal-1771	248	13	137,2008	137,2008	NOUN
american_scientific_journal-1771	248	14	.	.	PUNCT
american_scientific_journal-1771	249	1	[	[	X
american_scientific_journal-1771	249	2	26	26	NUM
american_scientific_journal-1771	249	3	]	]	X
american_scientific_journal-1771	249	4	i.	i.	PROPN
american_scientific_journal-1771	249	5	o.	o.	PROPN
american_scientific_journal-1771	249	6	shittu	shittu	PROPN
american_scientific_journal-1771	249	7	.	.	PUNCT
american_scientific_journal-1771	250	1	“	"	PUNCT
american_scientific_journal-1771	250	2	on	on	ADP
american_scientific_journal-1771	250	3	performance	performance	NOUN
american_scientific_journal-1771	250	4	of	of	ADP
american_scientific_journal-1771	250	5	some	some	DET
american_scientific_journal-1771	250	6	generating	generating	NOUN
american_scientific_journal-1771	250	7	models	model	NOUN
american_scientific_journal-1771	250	8	in	in	ADP
american_scientific_journal-1771	250	9	detection	detection	NOUN
american_scientific_journal-1771	250	10	of	of	ADP
american_scientific_journal-1771	250	11	outliers	outlier	NOUN
american_scientific_journal-1771	250	12	under	under	ADP
american_scientific_journal-1771	250	13	classical	classical	ADJ
american_scientific_journal-1771	250	14	rule	rule	NOUN
american_scientific_journal-1771	250	15	.	.	PUNCT
american_scientific_journal-1771	250	16	’’	’'	PUNCT
american_scientific_journal-1771	250	17	m.phil	m.phil	NOUN
american_scientific_journal-1771	250	18	.	.	PUNCT
american_scientific_journal-1771	250	19	thesis	thesis	NOUN
american_scientific_journal-1771	250	20	.	.	PUNCT
american_scientific_journal-1771	250	21	dept	dept	PROPN
american_scientific_journal-1771	250	22	.	.	PROPN
american_scientific_journal-1771	251	1	of	of	ADP
american_scientific_journal-1771	251	2	statistics	statistic	NOUN
american_scientific_journal-1771	251	3	,	,	PUNCT
american_scientific_journal-1771	251	4	univ	univ	PROPN
american_scientific_journal-1771	251	5	.	.	PROPN
american_scientific_journal-1771	251	6	of	of	ADP
american_scientific_journal-1771	251	7	ibadan,2000	ibadan,2000	PROPN
american_scientific_journal-1771	251	8	.	.	PUNCT
american_scientific_journal-1771	252	1	[	[	X
american_scientific_journal-1771	252	2	27	27	NUM
american_scientific_journal-1771	252	3	]	]	X
american_scientific_journal-1771	252	4	c.	c.	NOUN
american_scientific_journal-1771	252	5	sims	sim	NOUN
american_scientific_journal-1771	252	6	.	.	PUNCT
american_scientific_journal-1771	253	1	“	"	PUNCT
american_scientific_journal-1771	253	2	macroeconomics	macroeconomic	NOUN
american_scientific_journal-1771	253	3	and	and	CCONJ
american_scientific_journal-1771	253	4	reality	reality	NOUN
american_scientific_journal-1771	253	5	.	.	PUNCT
american_scientific_journal-1771	253	6	”	"	PUNCT
american_scientific_journal-1771	253	7	econometricsa	econometricsa	VERB
american_scientific_journal-1771	253	8	48	48	NUM
american_scientific_journal-1771	253	9	(	(	PUNCT
american_scientific_journal-1771	253	10	1	1	NUM
american_scientific_journal-1771	253	11	)	)	PUNCT
american_scientific_journal-1771	253	12	,	,	PUNCT
american_scientific_journal-1771	253	13	11	11	NUM
american_scientific_journal-1771	253	14	-	-	SYM
american_scientific_journal-1771	253	15	46	46	NUM
american_scientific_journal-1771	253	16	,	,	PUNCT
american_scientific_journal-1771	253	17	jstor	jstor	NOUN
american_scientific_journal-1771	253	18	112017,1980	112017,1980	NUM
american_scientific_journal-1771	253	19	.	.	PUNCT
american_scientific_journal-1771	254	1	[	[	X
american_scientific_journal-1771	254	2	28	28	NUM
american_scientific_journal-1771	254	3	]	]	X
american_scientific_journal-1771	254	4	r.s	r.s	PROPN
american_scientific_journal-1771	254	5	.	.	PROPN
american_scientific_journal-1771	254	6	tsay	tsay	PROPN
american_scientific_journal-1771	254	7	.	.	PUNCT
american_scientific_journal-1771	255	1	“	"	PUNCT
american_scientific_journal-1771	255	2	time	time	NOUN
american_scientific_journal-1771	255	3	series	series	PROPN
american_scientific_journal-1771	255	4	model	model	NOUN
american_scientific_journal-1771	255	5	specification	specification	NOUN
american_scientific_journal-1771	255	6	in	in	ADP
american_scientific_journal-1771	255	7	the	the	DET
american_scientific_journal-1771	255	8	presence	presence	NOUN
american_scientific_journal-1771	255	9	of	of	ADP
american_scientific_journal-1771	255	10	outlier	outlier	NOUN
american_scientific_journal-1771	255	11	.	.	PUNCT
american_scientific_journal-1771	255	12	”	"	PUNCT
american_scientific_journal-1771	256	1	jour	jour	PROPN
american_scientific_journal-1771	256	2	.	.	PUNCT
american_scientific_journal-1771	256	3	amer	amer	PROPN
american_scientific_journal-1771	256	4	.	.	PUNCT
american_scientific_journal-1771	256	5	stat	stat	PROPN
american_scientific_journal-1771	256	6	.	.	PUNCT
american_scientific_journal-1771	257	1	asso	asso	PROPN
american_scientific_journal-1771	257	2	.	.	PUNCT
american_scientific_journal-1771	258	1	81	81	NUM
american_scientific_journal-1771	258	2	,	,	PUNCT
american_scientific_journal-1771	258	3	132	132	NUM
american_scientific_journal-1771	258	4	–	–	PUNCT
american_scientific_journal-1771	258	5	141,1986	141,1986	NUM
american_scientific_journal-1771	258	6	.	.	PUNCT
american_scientific_journal-1771	259	1	[	[	X
american_scientific_journal-1771	259	2	29	29	NUM
american_scientific_journal-1771	259	3	]	]	X
american_scientific_journal-1771	259	4	r.s	r.s	PROPN
american_scientific_journal-1771	259	5	.	.	PROPN
american_scientific_journal-1771	259	6	tsay	tsay	PROPN
american_scientific_journal-1771	259	7	.	.	PUNCT
american_scientific_journal-1771	260	1	“	"	PUNCT
american_scientific_journal-1771	260	2	outliers	outlier	NOUN
american_scientific_journal-1771	260	3	,	,	PUNCT
american_scientific_journal-1771	260	4	level	level	NOUN
american_scientific_journal-1771	260	5	shifts	shift	NOUN
american_scientific_journal-1771	260	6	and	and	CCONJ
american_scientific_journal-1771	260	7	variance	variance	NOUN
american_scientific_journal-1771	260	8	changes	change	NOUN
american_scientific_journal-1771	260	9	in	in	ADP
american_scientific_journal-1771	260	10	time	time	NOUN
american_scientific_journal-1771	260	11	series	series	NOUN
american_scientific_journal-1771	260	12	.	.	PUNCT
american_scientific_journal-1771	260	13	”	"	PUNCT
american_scientific_journal-1771	260	14	journal	journal	NOUN
american_scientific_journal-1771	260	15	of	of	ADP
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american_scientific_journal-1771	260	17	,	,	PUNCT
american_scientific_journal-1771	260	18	7	7	NUM
american_scientific_journal-1771	260	19	,	,	PUNCT
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american_scientific_journal-1771	260	21	.	.	PUNCT
american_scientific_journal-1771	261	1	american	american	PROPN
american_scientific_journal-1771	261	2	scientific	scientific	PROPN
american_scientific_journal-1771	261	3	research	research	PROPN
american_scientific_journal-1771	261	4	journal	journal	NOUN
american_scientific_journal-1771	261	5	for	for	ADP
american_scientific_journal-1771	261	6	engineering	engineering	NOUN
american_scientific_journal-1771	261	7	,	,	PUNCT
american_scientific_journal-1771	261	8	technology	technology	NOUN
american_scientific_journal-1771	261	9	,	,	PUNCT
american_scientific_journal-1771	261	10	and	and	CCONJ
american_scientific_journal-1771	261	11	sciences	science	NOUN
american_scientific_journal-1771	261	12	(	(	PUNCT
american_scientific_journal-1771	261	13	asrjets	asrjet	NOUN
american_scientific_journal-1771	261	14	)	)	PUNCT
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american_scientific_journal-1771	261	20	,	,	PUNCT
american_scientific_journal-1771	261	21	no	no	DET
american_scientific_journal-1771	261	22	1	1	NUM
american_scientific_journal-1771	261	23	,	,	PUNCT
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american_scientific_journal-1771	261	25	10	10	NUM
american_scientific_journal-1771	261	26	-	-	SYM
american_scientific_journal-1771	261	27	25	25	NUM
american_scientific_journal-1771	261	28	25	25	NUM
american_scientific_journal-1771	261	29	[	[	SYM
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american_scientific_journal-1771	261	35	,	,	PUNCT
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american_scientific_journal-1771	261	37	pena	pena	PROPN
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american_scientific_journal-1771	261	40	.	.	PROPN
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american_scientific_journal-1771	261	42	.	.	PUNCT
american_scientific_journal-1771	262	1	“	"	PUNCT
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american_scientific_journal-1771	262	3	in	in	ADP
american_scientific_journal-1771	262	4	multivariate	multivariate	NOUN
american_scientific_journal-1771	262	5	time	time	NOUN
american_scientific_journal-1771	262	6	series	series	PROPN
american_scientific_journal-1771	262	7	.	.	PUNCT
american_scientific_journal-1771	262	8	”	"	PUNCT
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american_scientific_journal-1771	262	10	,	,	PUNCT
american_scientific_journal-1771	262	11	87	87	NUM
american_scientific_journal-1771	262	12	,	,	PUNCT
american_scientific_journal-1771	262	13	789804,2000	789804,2000	NUM
american_scientific_journal-1771	262	14	.	.	PUNCT
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american_scientific_journal-1771	263	2	31	31	NUM
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american_scientific_journal-1771	263	4	x.wang	x.wang	X
american_scientific_journal-1771	263	5	.	.	PUNCT
american_scientific_journal-1771	264	1	“	"	PUNCT
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american_scientific_journal-1771	264	3	-	-	PUNCT
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american_scientific_journal-1771	264	6	detection	detection	NOUN
american_scientific_journal-1771	264	7	in	in	ADP
american_scientific_journal-1771	264	8	multivariate	multivariate	NOUN
american_scientific_journal-1771	264	9	time	time	NOUN
american_scientific_journal-1771	264	10	series	series	PROPN
american_scientific_journal-1771	264	11	.	.	PUNCT
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american_scientific_journal-1771	265	10	.	.	PUNCT
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american_scientific_journal-1771	267	5	.	.	PUNCT
american_scientific_journal-1771	268	1	yanjie	yanjie	PROPN
american_scientific_journal-1771	268	2	et	et	PROPN
american_scientific_journal-1771	268	3	al	al	PROPN
american_scientific_journal-1771	268	4	.	.	PROPN
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american_scientific_journal-1771	269	4	.	.	PUNCT
american_scientific_journal-1771	270	1	“	"	PUNCT
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american_scientific_journal-1771	270	9	of	of	ADP
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american_scientific_journal-1771	270	11	parking	parking	NOUN
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american_scientific_journal-1771	270	13	.	.	PUNCT
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american_scientific_journal-1771	271	3	in	in	ADP
american_scientific_journal-1771	271	4	engineering	engineering	NOUN
american_scientific_journal-1771	271	5	,	,	PUNCT
american_scientific_journal-1771	271	6	volume	volume	NOUN
american_scientific_journal-1771	271	7	2013	2013	NUM
american_scientific_journal-1771	271	8	:	:	PUNCT
american_scientific_journal-1771	271	9	1	1	NUM
american_scientific_journal-1771	271	10	-	-	SYM
american_scientific_journal-1771	271	11	12,2013	12,2013	NUM
american_scientific_journal-1771	271	12	.	.	PUNCT
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