id	sid	tid	token	lemma	pos
dem-4196	1	1	microsoft	microsoft	PROPN
dem-4196	1	2	word	word	NOUN
dem-4196	1	3	00_tresc.docx	00_tresc.docx	PRON
dem-4196	1	4	dynamic	dynamic	ADJ
dem-4196	1	5	econometric	econometric	ADJ
dem-4196	1	6	models	model	NOUN
dem-4196	1	7	vol	vol	NOUN
dem-4196	1	8	.	.	PROPN
dem-4196	1	9	10	10	NUM
dem-4196	1	10	–	–	PUNCT
dem-4196	1	11	nicolaus	nicolaus	PROPN
dem-4196	1	12	copernicus	copernicus	PROPN
dem-4196	1	13	university	university	PROPN
dem-4196	1	14	–	–	PUNCT
dem-4196	1	15	toruń	toruń	NOUN
dem-4196	1	16	–	–	PUNCT
dem-4196	1	17	2010	2010	NUM
dem-4196	1	18	witold	witold	ADJ
dem-4196	1	19	orzeszko	orzeszko	PROPN
dem-4196	1	20	nicolaus	nicolaus	PROPN
dem-4196	1	21	copernicus	copernicus	PROPN
dem-4196	1	22	university	university	PROPN
dem-4196	1	23	in	in	ADP
dem-4196	1	24	toruń	toruń	NOUN
dem-4196	1	25	measuring	measure	VERB
dem-4196	1	26	nonlinear	nonlinear	ADJ
dem-4196	1	27	serial	serial	ADJ
dem-4196	1	28	dependencies	dependency	NOUN
dem-4196	1	29	using	use	VERB
dem-4196	1	30	the	the	DET
dem-4196	1	31	mutual	mutual	ADJ
dem-4196	1	32	information	information	NOUN
dem-4196	1	33	coefficient†	coefficient†	VERB
dem-4196	1	34	a	a	DET
dem-4196	1	35	b	b	PROPN
dem-4196	1	36	s	s	ADP
dem-4196	1	37	t	t	PROPN
dem-4196	1	38	r	r	NOUN
dem-4196	1	39	a	a	DET
dem-4196	1	40	c	c	NOUN
dem-4196	1	41	t	t	NOUN
dem-4196	1	42	:	:	PUNCT
dem-4196	1	43	construction	construction	NOUN
dem-4196	1	44	,	,	PUNCT
dem-4196	1	45	estimation	estimation	NOUN
dem-4196	1	46	and	and	CCONJ
dem-4196	1	47	application	application	NOUN
dem-4196	1	48	of	of	ADP
dem-4196	1	49	the	the	DET
dem-4196	1	50	mutual	mutual	ADJ
dem-4196	1	51	information	information	NOUN
dem-4196	1	52	measure	measure	NOUN
dem-4196	1	53	have	have	AUX
dem-4196	1	54	been	be	AUX
dem-4196	1	55	presented	present	VERB
dem-4196	1	56	in	in	ADP
dem-4196	1	57	this	this	DET
dem-4196	1	58	paper	paper	NOUN
dem-4196	1	59	.	.	PUNCT
dem-4196	2	1	the	the	DET
dem-4196	2	2	simulations	simulation	NOUN
dem-4196	2	3	have	have	AUX
dem-4196	2	4	been	be	AUX
dem-4196	2	5	carried	carry	VERB
dem-4196	2	6	out	out	ADP
dem-4196	2	7	to	to	PART
dem-4196	2	8	verify	verify	VERB
dem-4196	2	9	its	its	PRON
dem-4196	2	10	usefulness	usefulness	NOUN
dem-4196	2	11	to	to	PART
dem-4196	2	12	detect	detect	VERB
dem-4196	2	13	nonlinear	nonlinear	ADJ
dem-4196	2	14	serial	serial	ADJ
dem-4196	2	15	dependencies	dependency	NOUN
dem-4196	2	16	.	.	PUNCT
dem-4196	3	1	moreover	moreover	ADV
dem-4196	3	2	,	,	PUNCT
dem-4196	3	3	the	the	DET
dem-4196	3	4	mutual	mutual	ADJ
dem-4196	3	5	information	information	NOUN
dem-4196	3	6	measure	measure	NOUN
dem-4196	3	7	has	have	AUX
dem-4196	3	8	been	be	AUX
dem-4196	3	9	applied	apply	VERB
dem-4196	3	10	to	to	ADP
dem-4196	3	11	the	the	DET
dem-4196	3	12	indices	index	NOUN
dem-4196	3	13	and	and	CCONJ
dem-4196	3	14	the	the	DET
dem-4196	3	15	sector	sector	NOUN
dem-4196	3	16	sub	sub	NOUN
dem-4196	3	17	-	-	NOUN
dem-4196	3	18	indices	index	NOUN
dem-4196	3	19	of	of	ADP
dem-4196	3	20	the	the	DET
dem-4196	3	21	warsaw	warsaw	PROPN
dem-4196	3	22	stock	stock	PROPN
dem-4196	3	23	exchange	exchange	PROPN
dem-4196	3	24	.	.	PUNCT
dem-4196	4	1	k	k	PROPN
dem-4196	4	2	e	e	PROPN
dem-4196	4	3	y	y	PROPN
dem-4196	4	4	w	w	NOUN
dem-4196	4	5	o	o	NOUN
dem-4196	4	6	r	r	NOUN
dem-4196	4	7	d	d	X
dem-4196	4	8	s	s	NOUN
dem-4196	4	9	:	:	PUNCT
dem-4196	4	10	nonlinearity	nonlinearity	NOUN
dem-4196	4	11	,	,	PUNCT
dem-4196	4	12	mutual	mutual	ADJ
dem-4196	4	13	information	information	NOUN
dem-4196	4	14	coefficient	coefficient	NOUN
dem-4196	4	15	,	,	PUNCT
dem-4196	4	16	mutual	mutual	ADJ
dem-4196	4	17	information	information	NOUN
dem-4196	4	18	,	,	PUNCT
dem-4196	4	19	serial	serial	ADJ
dem-4196	4	20	dependencies	dependency	NOUN
dem-4196	4	21	.	.	PUNCT
dem-4196	5	1	1	1	X
dem-4196	5	2	.	.	X
dem-4196	5	3	introduction	introduction	NOUN
dem-4196	5	4	measuring	measure	VERB
dem-4196	5	5	relationships	relationship	NOUN
dem-4196	5	6	between	between	ADP
dem-4196	5	7	variables	variable	NOUN
dem-4196	5	8	is	be	AUX
dem-4196	5	9	an	an	DET
dem-4196	5	10	extremely	extremely	ADV
dem-4196	5	11	important	important	ADJ
dem-4196	5	12	area	area	NOUN
dem-4196	5	13	of	of	ADP
dem-4196	5	14	research	research	NOUN
dem-4196	5	15	in	in	ADP
dem-4196	5	16	econometrics	econometrics	NOUN
dem-4196	5	17	.	.	PUNCT
dem-4196	6	1	to	to	ADP
dem-4196	6	2	this	this	DET
dem-4196	6	3	end	end	NOUN
dem-4196	6	4	the	the	DET
dem-4196	6	5	pearson	pearson	PROPN
dem-4196	6	6	correlation	correlation	NOUN
dem-4196	6	7	coefficient	coefficient	NOUN
dem-4196	6	8	is	be	AUX
dem-4196	6	9	commonly	commonly	ADV
dem-4196	6	10	used	use	VERB
dem-4196	6	11	.	.	PUNCT
dem-4196	7	1	however	however	ADV
dem-4196	7	2	,	,	PUNCT
dem-4196	7	3	the	the	DET
dem-4196	7	4	pearson	pearson	PROPN
dem-4196	7	5	coefficient	coefficient	NOUN
dem-4196	7	6	is	be	AUX
dem-4196	7	7	not	not	PART
dem-4196	7	8	a	a	DET
dem-4196	7	9	proper	proper	ADJ
dem-4196	7	10	tool	tool	NOUN
dem-4196	7	11	for	for	ADP
dem-4196	7	12	measuring	measure	VERB
dem-4196	7	13	nonlinear	nonlinear	ADJ
dem-4196	7	14	dependencies	dependency	NOUN
dem-4196	7	15	.	.	PUNCT
dem-4196	8	1	therefore	therefore	ADV
dem-4196	8	2	,	,	PUNCT
dem-4196	8	3	in	in	ADP
dem-4196	8	4	the	the	DET
dem-4196	8	5	case	case	NOUN
dem-4196	8	6	of	of	ADP
dem-4196	8	7	nonlinearity	nonlinearity	NOUN
dem-4196	8	8	other	other	ADJ
dem-4196	8	9	methods	method	NOUN
dem-4196	8	10	must	must	AUX
dem-4196	8	11	be	be	AUX
dem-4196	8	12	used	use	VERB
dem-4196	8	13	.	.	PUNCT
dem-4196	9	1	the	the	DET
dem-4196	9	2	mutual	mutual	ADJ
dem-4196	9	3	information	information	NOUN
dem-4196	9	4	coefficient	coefficient	NOUN
dem-4196	9	5	is	be	AUX
dem-4196	9	6	one	one	NUM
dem-4196	9	7	of	of	ADP
dem-4196	9	8	the	the	DET
dem-4196	9	9	most	most	ADV
dem-4196	9	10	important	important	ADJ
dem-4196	9	11	tools	tool	NOUN
dem-4196	9	12	to	to	PART
dem-4196	9	13	detect	detect	VERB
dem-4196	9	14	nonlinear	nonlinear	ADJ
dem-4196	9	15	relationships	relationship	NOUN
dem-4196	9	16	.	.	PUNCT
dem-4196	10	1	it	it	PRON
dem-4196	10	2	comes	come	VERB
dem-4196	10	3	from	from	ADP
dem-4196	10	4	the	the	DET
dem-4196	10	5	information	information	NOUN
dem-4196	10	6	theory	theory	NOUN
dem-4196	10	7	and	and	CCONJ
dem-4196	10	8	is	be	AUX
dem-4196	10	9	based	base	VERB
dem-4196	10	10	on	on	ADP
dem-4196	10	11	a	a	DET
dem-4196	10	12	concept	concept	NOUN
dem-4196	10	13	of	of	ADP
dem-4196	10	14	entropy	entropy	NOUN
dem-4196	10	15	.	.	PUNCT
dem-4196	11	1	the	the	DET
dem-4196	11	2	mutual	mutual	ADJ
dem-4196	11	3	information	information	NOUN
dem-4196	11	4	coefficient	coefficient	NOUN
dem-4196	11	5	may	may	AUX
dem-4196	11	6	be	be	AUX
dem-4196	11	7	applied	apply	VERB
dem-4196	11	8	to	to	AUX
dem-4196	11	9	measure	measure	VERB
dem-4196	11	10	dependencies	dependency	NOUN
dem-4196	11	11	between	between	ADP
dem-4196	11	12	two	two	NUM
dem-4196	11	13	time	time	NOUN
dem-4196	11	14	series	series	NOUN
dem-4196	11	15	or	or	CCONJ
dem-4196	11	16	serial	serial	ADJ
dem-4196	11	17	dependencies	dependency	NOUN
dem-4196	11	18	in	in	ADP
dem-4196	11	19	a	a	DET
dem-4196	11	20	single	single	ADJ
dem-4196	11	21	time	time	NOUN
dem-4196	11	22	series	series	NOUN
dem-4196	11	23	.	.	PUNCT
dem-4196	12	1	2	2	X
dem-4196	12	2	.	.	X
dem-4196	12	3	measuring	measure	VERB
dem-4196	12	4	nonlinear	nonlinear	ADJ
dem-4196	12	5	dependencies	dependency	NOUN
dem-4196	12	6	in	in	ADP
dem-4196	12	7	time	time	NOUN
dem-4196	12	8	series	series	NOUN
dem-4196	12	9	there	there	PRON
dem-4196	12	10	are	be	VERB
dem-4196	12	11	various	various	ADJ
dem-4196	12	12	methods	method	NOUN
dem-4196	12	13	to	to	PART
dem-4196	12	14	measure	measure	VERB
dem-4196	12	15	nonlinear	nonlinear	ADJ
dem-4196	12	16	dependencies	dependency	NOUN
dem-4196	12	17	in	in	ADP
dem-4196	12	18	time	time	NOUN
dem-4196	12	19	series	series	NOUN
dem-4196	12	20	(	(	PUNCT
dem-4196	12	21	cf	cf	NOUN
dem-4196	12	22	.	.	PUNCT
dem-4196	13	1	granger	granger	PROPN
dem-4196	13	2	,	,	PUNCT
dem-4196	13	3	terasvirta	terasvirta	PROPN
dem-4196	13	4	,	,	PUNCT
dem-4196	13	5	1993	1993	NUM
dem-4196	13	6	;	;	PUNCT
dem-4196	13	7	maasoumi	maasoumi	NOUN
dem-4196	13	8	,	,	PUNCT
dem-4196	13	9	racine	racine	PROPN
dem-4196	13	10	,	,	PUNCT
dem-4196	13	11	2002	2002	NUM
dem-4196	13	12	;	;	PUNCT
dem-4196	13	13	bruzda	bruzda	PROPN
dem-4196	13	14	,	,	PUNCT
dem-4196	13	15	2004	2004	NUM
dem-4196	13	16	)	)	PUNCT
dem-4196	13	17	.	.	PUNCT
dem-4196	14	1	one	one	NUM
dem-4196	14	2	of	of	ADP
dem-4196	14	3	the	the	DET
dem-4196	14	4	most	most	ADV
dem-4196	14	5	important	important	ADJ
dem-4196	14	6	is	be	AUX
dem-4196	14	7	the	the	DET
dem-4196	14	8	mutual	mutual	ADJ
dem-4196	14	9	information	information	NOUN
dem-4196	14	10	measure	measure	NOUN
dem-4196	14	11	(	(	PUNCT
dem-4196	14	12	mi	mi	PROPN
dem-4196	14	13	hereafter	hereafter	ADV
dem-4196	14	14	)	)	PUNCT
dem-4196	14	15	,	,	PUNCT
dem-4196	14	16	given	give	VERB
dem-4196	14	17	by	by	ADP
dem-4196	14	18	the	the	DET
dem-4196	14	19	formula	formula	NOUN
dem-4196	14	20	:	:	PUNCT
dem-4196	14	21	†	†	X
dem-4196	14	22	financial	financial	ADJ
dem-4196	14	23	support	support	NOUN
dem-4196	14	24	of	of	ADP
dem-4196	14	25	nicolaus	nicolaus	PROPN
dem-4196	14	26	copernicus	copernicus	PROPN
dem-4196	14	27	univerity	univerity	PROPN
dem-4196	14	28	in	in	ADP
dem-4196	14	29	toruń	toruń	NOUN
dem-4196	14	30	for	for	ADP
dem-4196	14	31	the	the	DET
dem-4196	14	32	project	project	NOUN
dem-4196	14	33	umk	umk	ADJ
dem-4196	14	34	397	397	NUM
dem-4196	14	35	-	-	SYM
dem-4196	14	36	e	e	NOUN
dem-4196	14	37	is	be	AUX
dem-4196	14	38	gratefully	gratefully	ADV
dem-4196	14	39	acknowledged	acknowledge	VERB
dem-4196	14	40	.	.	PUNCT
dem-4196	15	1	witold	witold	PROPN
dem-4196	15	2	orzeszko	orzeszko	ADJ
dem-4196	15	3	98	98	NUM
dem-4196	15	4	,	,	PUNCT
dem-4196	15	5	)	)	PUNCT
dem-4196	15	6	(	(	PUNCT
dem-4196	15	7	)	)	PUNCT
dem-4196	15	8	(	(	PUNCT
dem-4196	15	9	)	)	PUNCT
dem-4196	15	10	,	,	PUNCT
dem-4196	15	11	(	(	PUNCT
dem-4196	15	12	log	log	NOUN
dem-4196	15	13	)	)	PUNCT
dem-4196	15	14	,	,	PUNCT
dem-4196	15	15	(	(	PUNCT
dem-4196	15	16	)	)	PUNCT
dem-4196	15	17	,	,	PUNCT
dem-4196	15	18	(	(	PUNCT
dem-4196	15	19	21	21	NUM
dem-4196	15	20	∫∫	∫∫	ADV
dem-4196	15	21	⎟⎟	⎟⎟	ADJ
dem-4196	15	22	⎠	⎠	NOUN
dem-4196	15	23	⎞	⎞	NOUN
dem-4196	15	24	⎜⎜	⎜⎜	NOUN
dem-4196	15	25	⎝	⎝	PUNCT
dem-4196	15	26	⎛	⎛	NOUN
dem-4196	15	27	=	=	PUNCT
dem-4196	15	28	dxdy	dxdy	PROPN
dem-4196	15	29	ypxp	ypxp	PROPN
dem-4196	15	30	yxp	yxp	NOUN
dem-4196	15	31	yxpyxi	yxpyxi	NOUN
dem-4196	15	32	(	(	PUNCT
dem-4196	15	33	1	1	NUM
dem-4196	15	34	)	)	PUNCT
dem-4196	15	35	where	where	SCONJ
dem-4196	15	36	)	)	PUNCT
dem-4196	15	37	,	,	PUNCT
dem-4196	15	38	(	(	PUNCT
dem-4196	15	39	yxp	yxp	NOUN
dem-4196	15	40	is	be	AUX
dem-4196	15	41	a	a	DET
dem-4196	15	42	joint	joint	ADJ
dem-4196	15	43	probability	probability	NOUN
dem-4196	15	44	density	density	NOUN
dem-4196	15	45	function	function	NOUN
dem-4196	15	46	and	and	CCONJ
dem-4196	15	47	)	)	PUNCT
dem-4196	15	48	(	(	PUNCT
dem-4196	15	49	1	1	NUM
dem-4196	15	50	xp	xp	NOUN
dem-4196	15	51	and	and	CCONJ
dem-4196	15	52	)	)	PUNCT
dem-4196	15	53	(	(	PUNCT
dem-4196	15	54	2	2	NUM
dem-4196	15	55	yp	yp	NOUN
dem-4196	15	56	are	be	AUX
dem-4196	15	57	marginal	marginal	ADJ
dem-4196	15	58	densities	density	NOUN
dem-4196	15	59	for	for	ADP
dem-4196	15	60	random	random	ADJ
dem-4196	15	61	variables	variable	NOUN
dem-4196	15	62	x	x	PUNCT
dem-4196	15	63	and	and	CCONJ
dem-4196	15	64	y.	y.	NOUN
dem-4196	15	65	it	it	PRON
dem-4196	15	66	can	can	AUX
dem-4196	15	67	be	be	AUX
dem-4196	15	68	shown	show	VERB
dem-4196	15	69	that	that	SCONJ
dem-4196	15	70	for	for	ADP
dem-4196	15	71	all	all	DET
dem-4196	15	72	x	x	PUNCT
dem-4196	15	73	and	and	CCONJ
dem-4196	15	74	y	y	PROPN
dem-4196	15	75	the	the	DET
dem-4196	15	76	measure	measure	NOUN
dem-4196	15	77	)	)	PUNCT
dem-4196	15	78	,	,	PUNCT
dem-4196	15	79	(	(	PUNCT
dem-4196	15	80	yxi	yxi	NOUN
dem-4196	15	81	takes	take	VERB
dem-4196	15	82	non	non	ADJ
dem-4196	15	83	-	-	ADJ
dem-4196	15	84	negative	negative	ADJ
dem-4196	15	85	values	value	NOUN
dem-4196	15	86	and	and	CCONJ
dem-4196	15	87	0	0	NUM
dem-4196	15	88	)	)	PUNCT
dem-4196	15	89	,	,	PUNCT
dem-4196	15	90	(	(	PUNCT
dem-4196	15	91	=	=	NOUN
dem-4196	15	92	yxi	yxi	NOUN
dem-4196	15	93	only	only	ADV
dem-4196	15	94	if	if	SCONJ
dem-4196	15	95	x	x	PRON
dem-4196	15	96	and	and	CCONJ
dem-4196	15	97	y	y	PROPN
dem-4196	15	98	are	be	AUX
dem-4196	15	99	independent	independent	ADJ
dem-4196	15	100	.	.	PUNCT
dem-4196	16	1	it	it	PRON
dem-4196	16	2	is	be	AUX
dem-4196	16	3	convenient	convenient	ADJ
dem-4196	16	4	to	to	PART
dem-4196	16	5	define	define	VERB
dem-4196	16	6	the	the	DET
dem-4196	16	7	mutual	mutual	ADJ
dem-4196	16	8	information	information	NOUN
dem-4196	16	9	coefficient	coefficient	NOUN
dem-4196	16	10	,	,	PUNCT
dem-4196	16	11	given	give	VERB
dem-4196	16	12	by	by	ADP
dem-4196	16	13	the	the	DET
dem-4196	16	14	expression	expression	NOUN
dem-4196	16	15	:	:	PUNCT
dem-4196	16	16	.1	.1	NUM
dem-4196	16	17	)	)	PUNCT
dem-4196	16	18	,	,	PUNCT
dem-4196	16	19	(	(	PUNCT
dem-4196	16	20	)	)	PUNCT
dem-4196	16	21	,	,	PUNCT
dem-4196	16	22	(	(	PUNCT
dem-4196	16	23	2	2	NUM
dem-4196	16	24	yxieyxr	yxieyxr	NOUN
dem-4196	16	25	−−=	−−=	PROPN
dem-4196	16	26	(	(	PUNCT
dem-4196	16	27	2	2	X
dem-4196	16	28	)	)	PUNCT
dem-4196	16	29	it	it	PRON
dem-4196	16	30	can	can	AUX
dem-4196	16	31	be	be	AUX
dem-4196	16	32	shown	show	VERB
dem-4196	16	33	that	that	SCONJ
dem-4196	16	34	the	the	DET
dem-4196	16	35	mutual	mutual	ADJ
dem-4196	16	36	information	information	NOUN
dem-4196	16	37	coefficient	coefficient	NOUN
dem-4196	16	38	has	have	VERB
dem-4196	16	39	the	the	DET
dem-4196	16	40	following	follow	VERB
dem-4196	16	41	properties	property	NOUN
dem-4196	16	42	(	(	PUNCT
dem-4196	16	43	cf	cf	NOUN
dem-4196	16	44	.	.	PUNCT
dem-4196	17	1	granger	granger	PROPN
dem-4196	17	2	,	,	PUNCT
dem-4196	17	3	terasvirta	terasvirta	PROPN
dem-4196	17	4	,	,	PUNCT
dem-4196	17	5	1993	1993	NUM
dem-4196	17	6	;	;	PUNCT
dem-4196	17	7	granger	granger	PROPN
dem-4196	17	8	,	,	PUNCT
dem-4196	17	9	lin	lin	PROPN
dem-4196	17	10	,	,	PUNCT
dem-4196	17	11	1994	1994	NUM
dem-4196	17	12	):	):	PUNCT
dem-4196	17	13	1	1	X
dem-4196	17	14	.	.	X
dem-4196	18	1	1),(0	1),(0	NUM
dem-4196	18	2	≤≤	≤≤	NOUN
dem-4196	19	1	yxr	yxr	NOUN
dem-4196	19	2	,	,	PUNCT
dem-4196	19	3	2	2	NUM
dem-4196	19	4	.	.	NOUN
dem-4196	19	5	0	0	NUM
dem-4196	19	6	)	)	PUNCT
dem-4196	19	7	,	,	PUNCT
dem-4196	19	8	(	(	PUNCT
dem-4196	20	1	=	=	SYM
dem-4196	20	2	yxr	yxr	NOUN
dem-4196	20	3	⇔	⇔	X
dem-4196	20	4	x	x	PUNCT
dem-4196	20	5	and	and	CCONJ
dem-4196	20	6	y	y	PROPN
dem-4196	20	7	are	be	AUX
dem-4196	20	8	independent	independent	ADJ
dem-4196	20	9	,	,	PUNCT
dem-4196	20	10	3	3	NUM
dem-4196	20	11	.	.	NOUN
dem-4196	20	12	1	1	NUM
dem-4196	20	13	)	)	PUNCT
dem-4196	20	14	,	,	PUNCT
dem-4196	20	15	(	(	PUNCT
dem-4196	21	1	=	=	NOUN
dem-4196	21	2	yxr	yxr	NOUN
dem-4196	21	3	⇔	⇔	NOUN
dem-4196	21	4	)	)	PUNCT
dem-4196	21	5	(	(	PUNCT
dem-4196	21	6	xfy	xfy	PROPN
dem-4196	21	7	=	=	PUNCT
dem-4196	21	8	,	,	PUNCT
dem-4196	21	9	where	where	SCONJ
dem-4196	21	10	f	f	PROPN
dem-4196	21	11	is	be	AUX
dem-4196	21	12	some	some	DET
dem-4196	21	13	invertible	invertible	ADJ
dem-4196	21	14	function	function	NOUN
dem-4196	21	15	,	,	PUNCT
dem-4196	21	16	4	4	NUM
dem-4196	21	17	.	.	PUNCT
dem-4196	22	1	r	r	NOUN
dem-4196	22	2	is	be	AUX
dem-4196	22	3	unaltered	unaltere	VERB
dem-4196	22	4	if	if	SCONJ
dem-4196	22	5	x	x	NOUN
dem-4196	22	6	,	,	PUNCT
dem-4196	22	7	y	y	PROPN
dem-4196	22	8	are	be	AUX
dem-4196	22	9	replaced	replace	VERB
dem-4196	22	10	by	by	ADP
dem-4196	22	11	instantaneous	instantaneous	ADJ
dem-4196	22	12	transformations	transformation	NOUN
dem-4196	22	13	)	)	PUNCT
dem-4196	22	14	(	(	PUNCT
dem-4196	22	15	)	)	PUNCT
dem-4196	22	16	,	,	PUNCT
dem-4196	22	17	(	(	PUNCT
dem-4196	22	18	21	21	NUM
dem-4196	22	19	yhxh	yhxh	NOUN
dem-4196	22	20	,	,	PUNCT
dem-4196	22	21	i.e.	i.e.	X
dem-4196	22	22	(	(	PUNCT
dem-4196	22	23	)	)	PUNCT
dem-4196	22	24	(	(	PUNCT
dem-4196	22	25	)	)	PUNCT
dem-4196	22	26	)	)	PUNCT
dem-4196	22	27	(	(	PUNCT
dem-4196	22	28	)	)	PUNCT
dem-4196	22	29	,	,	PUNCT
dem-4196	22	30	(	(	PUNCT
dem-4196	22	31	,	,	PUNCT
dem-4196	22	32	21	21	NUM
dem-4196	22	33	yhxhryxr	yhxhryxr	NOUN
dem-4196	22	34	=	=	SYM
dem-4196	22	35	,	,	PUNCT
dem-4196	22	36	5	5	X
dem-4196	22	37	.	.	PUNCT
dem-4196	23	1	if	if	SCONJ
dem-4196	23	2	(	(	PUNCT
dem-4196	23	3	)	)	PUNCT
dem-4196	23	4	yx	yx	INTJ
dem-4196	23	5	,	,	PUNCT
dem-4196	23	6	(	(	PUNCT
dem-4196	23	7	or	or	CCONJ
dem-4196	23	8	(	(	PUNCT
dem-4196	23	9	)	)	PUNCT
dem-4196	23	10	)	)	PUNCT
dem-4196	23	11	(	(	PUNCT
dem-4196	23	12	)	)	PUNCT
dem-4196	23	13	,	,	PUNCT
dem-4196	23	14	(	(	PUNCT
dem-4196	23	15	21	21	NUM
dem-4196	23	16	yhxh	yhxh	NOUN
dem-4196	23	17	,	,	PUNCT
dem-4196	23	18	where	where	SCONJ
dem-4196	23	19	1h	1h	NUM
dem-4196	23	20	and	and	CCONJ
dem-4196	23	21	2h	2h	NUM
dem-4196	23	22	are	be	AUX
dem-4196	23	23	instantaneous	instantaneous	ADJ
dem-4196	23	24	)	)	PUNCT
dem-4196	23	25	has	have	VERB
dem-4196	23	26	a	a	DET
dem-4196	23	27	joint	joint	ADJ
dem-4196	23	28	gaussian	gaussian	ADJ
dem-4196	23	29	distribution	distribution	NOUN
dem-4196	23	30	with	with	ADP
dem-4196	23	31	correlation	correlation	NOUN
dem-4196	23	32	)	)	PUNCT
dem-4196	23	33	,	,	PUNCT
dem-4196	23	34	(	(	PUNCT
dem-4196	23	35	yxρ	yxρ	INTJ
dem-4196	23	36	,	,	PUNCT
dem-4196	23	37	then	then	ADV
dem-4196	23	38	)	)	PUNCT
dem-4196	23	39	,	,	PUNCT
dem-4196	23	40	(	(	PUNCT
dem-4196	23	41	)	)	PUNCT
dem-4196	23	42	,	,	PUNCT
dem-4196	23	43	(	(	PUNCT
dem-4196	23	44	yxyxr	yxyxr	NOUN
dem-4196	23	45	ρ=	ρ=	ADJ
dem-4196	23	46	.	.	PUNCT
dem-4196	24	1	in	in	ADP
dem-4196	24	2	the	the	DET
dem-4196	24	3	literature	literature	NOUN
dem-4196	24	4	one	one	PRON
dem-4196	24	5	can	can	AUX
dem-4196	24	6	find	find	VERB
dem-4196	24	7	several	several	ADJ
dem-4196	24	8	methods	method	NOUN
dem-4196	24	9	for	for	ADP
dem-4196	24	10	estimating	estimate	VERB
dem-4196	24	11	a	a	DET
dem-4196	24	12	value	value	NOUN
dem-4196	24	13	of	of	ADP
dem-4196	24	14	)	)	PUNCT
dem-4196	24	15	,	,	PUNCT
dem-4196	24	16	(	(	PUNCT
dem-4196	24	17	yxi	yxi	NOUN
dem-4196	24	18	.	.	PUNCT
dem-4196	25	1	essentially	essentially	ADV
dem-4196	25	2	,	,	PUNCT
dem-4196	25	3	due	due	ADP
dem-4196	25	4	to	to	ADP
dem-4196	25	5	the	the	DET
dem-4196	25	6	technique	technique	NOUN
dem-4196	25	7	of	of	ADP
dem-4196	25	8	estimating	estimate	VERB
dem-4196	25	9	the	the	DET
dem-4196	25	10	probability	probability	NOUN
dem-4196	25	11	density	density	NOUN
dem-4196	25	12	functions	function	NOUN
dem-4196	25	13	in	in	ADP
dem-4196	25	14	equation	equation	NOUN
dem-4196	25	15	1	1	NUM
dem-4196	25	16	,	,	PUNCT
dem-4196	25	17	they	they	PRON
dem-4196	25	18	can	can	AUX
dem-4196	25	19	be	be	AUX
dem-4196	25	20	divided	divide	VERB
dem-4196	25	21	into	into	ADP
dem-4196	25	22	three	three	NUM
dem-4196	25	23	main	main	ADJ
dem-4196	25	24	groups	group	NOUN
dem-4196	25	25	(	(	PUNCT
dem-4196	25	26	cf	cf	NOUN
dem-4196	25	27	.	.	PUNCT
dem-4196	26	1	dionisio	dionisio	PROPN
dem-4196	26	2	,	,	PUNCT
dem-4196	26	3	menezes	menezes	PROPN
dem-4196	26	4	,	,	PUNCT
dem-4196	26	5	mendes	mende	NOUN
dem-4196	26	6	,	,	PUNCT
dem-4196	26	7	2003	2003	NUM
dem-4196	26	8	):	):	PUNCT
dem-4196	26	9	−	−	PROPN
dem-4196	26	10	histogram	histogram	NOUN
dem-4196	26	11	-	-	PUNCT
dem-4196	26	12	based	base	VERB
dem-4196	26	13	estimators	estimator	NOUN
dem-4196	26	14	,	,	PUNCT
dem-4196	26	15	−	−	PRON
dem-4196	26	16	kernel	kernel	NOUN
dem-4196	26	17	-	-	PUNCT
dem-4196	26	18	based	base	VERB
dem-4196	26	19	estimators	estimator	NOUN
dem-4196	26	20	,	,	PUNCT
dem-4196	26	21	−	−	NOUN
dem-4196	26	22	parametric	parametric	ADJ
dem-4196	26	23	methods	method	NOUN
dem-4196	26	24	.	.	PUNCT
dem-4196	27	1	the	the	DET
dem-4196	27	2	kernel	kernel	NOUN
dem-4196	27	3	-	-	PUNCT
dem-4196	27	4	based	base	VERB
dem-4196	27	5	estimators	estimator	NOUN
dem-4196	27	6	have	have	VERB
dem-4196	27	7	many	many	ADJ
dem-4196	27	8	adjustable	adjustable	ADJ
dem-4196	27	9	parameters	parameter	NOUN
dem-4196	27	10	such	such	ADJ
dem-4196	27	11	as	as	ADP
dem-4196	27	12	the	the	DET
dem-4196	27	13	optimal	optimal	ADJ
dem-4196	27	14	kernel	kernel	NOUN
dem-4196	27	15	width	width	NOUN
dem-4196	27	16	and	and	CCONJ
dem-4196	27	17	the	the	DET
dem-4196	27	18	optimal	optimal	ADJ
dem-4196	27	19	kernel	kernel	NOUN
dem-4196	27	20	form	form	NOUN
dem-4196	27	21	,	,	PUNCT
dem-4196	27	22	and	and	CCONJ
dem-4196	27	23	a	a	DET
dem-4196	27	24	non	non	ADJ
dem-4196	27	25	-	-	ADJ
dem-4196	27	26	optimal	optimal	ADJ
dem-4196	27	27	choice	choice	NOUN
dem-4196	27	28	of	of	ADP
dem-4196	27	29	those	those	DET
dem-4196	27	30	parameters	parameter	NOUN
dem-4196	27	31	may	may	AUX
dem-4196	27	32	cause	cause	VERB
dem-4196	27	33	a	a	DET
dem-4196	27	34	large	large	ADJ
dem-4196	27	35	bias	bias	NOUN
dem-4196	27	36	in	in	ADP
dem-4196	27	37	the	the	DET
dem-4196	27	38	results	result	NOUN
dem-4196	27	39	.	.	PUNCT
dem-4196	28	1	for	for	ADP
dem-4196	28	2	the	the	DET
dem-4196	28	3	application	application	NOUN
dem-4196	28	4	of	of	ADP
dem-4196	28	5	parametric	parametric	ADJ
dem-4196	28	6	methods	method	NOUN
dem-4196	28	7	one	one	NUM
dem-4196	28	8	needs	need	VERB
dem-4196	28	9	to	to	PART
dem-4196	28	10	know	know	VERB
dem-4196	28	11	the	the	DET
dem-4196	28	12	specific	specific	ADJ
dem-4196	28	13	form	form	NOUN
dem-4196	28	14	of	of	ADP
dem-4196	28	15	the	the	DET
dem-4196	28	16	generating	generate	VERB
dem-4196	28	17	process	process	NOUN
dem-4196	28	18	(	(	PUNCT
dem-4196	28	19	dionisio	dionisio	PROPN
dem-4196	28	20	,	,	PUNCT
dem-4196	28	21	menezes	menezes	PROPN
dem-4196	28	22	,	,	PUNCT
dem-4196	28	23	mendes	mende	NOUN
dem-4196	28	24	,	,	PUNCT
dem-4196	28	25	2003	2003	NUM
dem-4196	28	26	)	)	PUNCT
dem-4196	28	27	)	)	PUNCT
dem-4196	28	28	.	.	PUNCT
dem-4196	29	1	therefore	therefore	ADV
dem-4196	29	2	a	a	DET
dem-4196	29	3	standard	standard	ADJ
dem-4196	29	4	way	way	NOUN
dem-4196	29	5	is	be	AUX
dem-4196	29	6	to	to	PART
dem-4196	29	7	estimate	estimate	VERB
dem-4196	29	8	the	the	DET
dem-4196	29	9	densities	density	NOUN
dem-4196	29	10	by	by	ADP
dem-4196	29	11	means	mean	NOUN
dem-4196	29	12	of	of	ADP
dem-4196	29	13	histograms	histogram	NOUN
dem-4196	29	14	(	(	PUNCT
dem-4196	29	15	cf	cf	NOUN
dem-4196	29	16	.	.	PUNCT
dem-4196	29	17	darbellay	darbellay	PROPN
dem-4196	29	18	,	,	PUNCT
dem-4196	29	19	wuertz	wuertz	NOUN
dem-4196	29	20	,	,	PUNCT
dem-4196	29	21	2000	2000	NUM
dem-4196	29	22	)	)	PUNCT
dem-4196	29	23	.	.	PUNCT
dem-4196	30	1	one	one	PRON
dem-4196	30	2	can	can	AUX
dem-4196	30	3	also	also	ADV
dem-4196	30	4	define	define	VERB
dem-4196	30	5	auto	auto	NOUN
dem-4196	30	6	mutual	mutual	ADJ
dem-4196	30	7	information	information	NOUN
dem-4196	30	8	at	at	ADP
dem-4196	30	9	lag	lag	PROPN
dem-4196	30	10	k	k	PROPN
dem-4196	30	11	for	for	ADP
dem-4196	30	12	a	a	DET
dem-4196	30	13	stationary	stationary	ADJ
dem-4196	30	14	discrete	discrete	ADV
dem-4196	30	15	-	-	PUNCT
dem-4196	30	16	valued	value	VERB
dem-4196	30	17	stochastic	stochastic	ADJ
dem-4196	30	18	process	process	NOUN
dem-4196	30	19	nxxx	nxxx	ADJ
dem-4196	30	20	,	,	PUNCT
dem-4196	30	21	...	...	PUNCT
dem-4196	30	22	,	,	PUNCT
dem-4196	30	23	,	,	PUNCT
dem-4196	30	24	21	21	NUM
dem-4196	30	25	as	as	ADP
dem-4196	30	26	the	the	DET
dem-4196	30	27	mutual	mutual	ADJ
dem-4196	30	28	information	information	NOUN
dem-4196	30	29	between	between	ADP
dem-4196	30	30	random	random	ADJ
dem-4196	30	31	variables	variable	NOUN
dem-4196	30	32	tx	tx	PROPN
dem-4196	30	33	and	and	CCONJ
dem-4196	30	34	ktx	ktx	PROPN
dem-4196	31	1	+	+	CCONJ
dem-4196	31	2	:	:	PUNCT
dem-4196	31	3	measuring	measure	VERB
dem-4196	31	4	nonlinear	nonlinear	ADJ
dem-4196	31	5	serial	serial	ADJ
dem-4196	31	6	dependencies	dependency	NOUN
dem-4196	31	7	using	use	VERB
dem-4196	31	8	the	the	DET
dem-4196	31	9	mutual	mutual	ADJ
dem-4196	31	10	information	information	NOUN
dem-4196	31	11	coefficient	coefficient	NOUN
dem-4196	31	12	99	99	NUM
dem-4196	31	13	.	.	PUNCT
dem-4196	31	14	)	)	PUNCT
dem-4196	31	15	(	(	PUNCT
dem-4196	31	16	)	)	PUNCT
dem-4196	31	17	(	(	PUNCT
dem-4196	31	18	)	)	PUNCT
dem-4196	31	19	,	,	PUNCT
dem-4196	31	20	(	(	PUNCT
dem-4196	31	21	log	log	NOUN
dem-4196	31	22	)	)	PUNCT
dem-4196	31	23	,	,	PUNCT
dem-4196	31	24	(	(	PUNCT
dem-4196	31	25	)	)	PUNCT
dem-4196	31	26	,	,	PUNCT
dem-4196	31	27	(	(	PUNCT
dem-4196	31	28	∑∑	∑∑	NOUN
dem-4196	31	29	+	+	NUM
dem-4196	31	30	⎟⎟	⎟⎟	ADJ
dem-4196	31	31	⎠	⎠	NOUN
dem-4196	31	32	⎞	⎞	NOUN
dem-4196	31	33	⎜⎜	⎜⎜	NOUN
dem-4196	31	34	⎝	⎝	PUNCT
dem-4196	31	35	⎛	⎛	NOUN
dem-4196	31	36	=	=	PUNCT
dem-4196	32	1	+	+	PUNCT
dem-4196	33	1	+	+	NUM
dem-4196	33	2	+	+	ADJ
dem-4196	33	3	+	+	PROPN
dem-4196	33	4	t	t	X
dem-4196	33	5	ktx	ktx	PROPN
dem-4196	33	6	x	x	PROPN
dem-4196	33	7	ktt	ktt	PROPN
dem-4196	33	8	ktt	ktt	PROPN
dem-4196	33	9	kttktt	kttktt	PROPN
dem-4196	33	10	xpxp	xpxp	PROPN
dem-4196	34	1	xxp	xxp	PROPN
dem-4196	34	2	xxpxxi	xxpxxi	PROPN
dem-4196	34	3	(	(	PUNCT
dem-4196	34	4	3	3	NUM
dem-4196	34	5	)	)	PUNCT
dem-4196	34	6	since	since	SCONJ
dem-4196	34	7	the	the	DET
dem-4196	34	8	process	process	NOUN
dem-4196	34	9	is	be	AUX
dem-4196	34	10	stationary	stationary	ADJ
dem-4196	34	11	,	,	PUNCT
dem-4196	34	12	)	)	PUNCT
dem-4196	34	13	,	,	PUNCT
dem-4196	34	14	(	(	PUNCT
dem-4196	34	15	ktt	ktt	PROPN
dem-4196	34	16	xxi	xxi	PROPN
dem-4196	35	1	+	+	X
dem-4196	35	2	is	be	AUX
dem-4196	35	3	independent	independent	ADJ
dem-4196	35	4	of	of	ADP
dem-4196	35	5	t	t	PROPN
dem-4196	35	6	and	and	CCONJ
dem-4196	35	7	so	so	ADV
dem-4196	35	8	we	we	PRON
dem-4196	35	9	can	can	AUX
dem-4196	35	10	refer	refer	VERB
dem-4196	35	11	to	to	ADP
dem-4196	35	12	the	the	DET
dem-4196	35	13	mutual	mutual	ADJ
dem-4196	35	14	information	information	NOUN
dem-4196	35	15	at	at	ADP
dem-4196	35	16	lag	lag	PROPN
dem-4196	35	17	k	k	PROPN
dem-4196	35	18	,	,	PUNCT
dem-4196	35	19	as	as	ADP
dem-4196	35	20	)	)	PUNCT
dem-4196	35	21	(	(	PUNCT
dem-4196	35	22	ki	ki	PROPN
dem-4196	35	23	(	(	PUNCT
dem-4196	35	24	fonseca	fonseca	PROPN
dem-4196	35	25	,	,	PUNCT
dem-4196	35	26	crovella	crovella	PROPN
dem-4196	35	27	,	,	PUNCT
dem-4196	35	28	salamatian	salamatian	ADJ
dem-4196	35	29	,	,	PUNCT
dem-4196	35	30	2008	2008	NUM
dem-4196	35	31	)	)	PUNCT
dem-4196	35	32	.	.	PUNCT
dem-4196	36	1	this	this	PRON
dem-4196	36	2	means	mean	VERB
dem-4196	36	3	that	that	SCONJ
dem-4196	36	4	,	,	PUNCT
dem-4196	36	5	the	the	DET
dem-4196	36	6	mutual	mutual	ADJ
dem-4196	36	7	information	information	NOUN
dem-4196	36	8	measure	measure	NOUN
dem-4196	36	9	may	may	AUX
dem-4196	36	10	be	be	AUX
dem-4196	36	11	used	use	VERB
dem-4196	36	12	to	to	PART
dem-4196	36	13	measure	measure	VERB
dem-4196	36	14	serial	serial	ADJ
dem-4196	36	15	dependencies	dependency	NOUN
dem-4196	36	16	in	in	ADP
dem-4196	36	17	a	a	DET
dem-4196	36	18	single	single	ADJ
dem-4196	36	19	time	time	NOUN
dem-4196	36	20	series	series	NOUN
dem-4196	36	21	as	as	ADV
dem-4196	36	22	well	well	ADV
dem-4196	36	23	.	.	PUNCT
dem-4196	37	1	to	to	ADP
dem-4196	37	2	this	this	DET
dem-4196	37	3	end	end	NOUN
dem-4196	37	4	,	,	PUNCT
dem-4196	37	5	the	the	DET
dem-4196	37	6	past	past	ADJ
dem-4196	37	7	realizations	realization	NOUN
dem-4196	37	8	of	of	ADP
dem-4196	37	9	the	the	DET
dem-4196	37	10	investigated	investigate	VERB
dem-4196	37	11	data	datum	NOUN
dem-4196	37	12	x	x	PRON
dem-4196	37	13	should	should	AUX
dem-4196	37	14	be	be	AUX
dem-4196	37	15	taken	take	VERB
dem-4196	37	16	as	as	SCONJ
dem-4196	37	17	the	the	DET
dem-4196	37	18	variable	variable	ADJ
dem-4196	37	19	y.	y.	NOUN
dem-4196	37	20	it	it	PRON
dem-4196	37	21	should	should	AUX
dem-4196	37	22	be	be	AUX
dem-4196	37	23	emphasized	emphasize	VERB
dem-4196	37	24	that	that	SCONJ
dem-4196	37	25	mi	mi	PROPN
dem-4196	37	26	measures	measure	NOUN
dem-4196	37	27	both	both	CCONJ
dem-4196	37	28	linear	linear	ADJ
dem-4196	37	29	and	and	CCONJ
dem-4196	37	30	nonlinear	nonlinear	ADJ
dem-4196	37	31	dependencies	dependency	NOUN
dem-4196	37	32	,	,	PUNCT
dem-4196	37	33	so	so	ADV
dem-4196	37	34	to	to	PART
dem-4196	37	35	identify	identify	VERB
dem-4196	37	36	serial	serial	ADJ
dem-4196	37	37	nonlinear	nonlinear	ADJ
dem-4196	37	38	relationships	relationship	NOUN
dem-4196	37	39	,	,	PUNCT
dem-4196	37	40	analyzed	analyze	VERB
dem-4196	37	41	data	datum	NOUN
dem-4196	37	42	must	must	AUX
dem-4196	37	43	be	be	AUX
dem-4196	37	44	prefiltered	prefiltere	VERB
dem-4196	37	45	by	by	ADP
dem-4196	37	46	an	an	DET
dem-4196	37	47	estimated	estimate	VERB
dem-4196	37	48	arma	arma	NOUN
dem-4196	37	49	-	-	PUNCT
dem-4196	37	50	type	type	NOUN
dem-4196	37	51	model	model	NOUN
dem-4196	37	52	.	.	PUNCT
dem-4196	38	1	3	3	X
dem-4196	38	2	.	.	X
dem-4196	38	3	application	application	NOUN
dem-4196	38	4	of	of	ADP
dem-4196	38	5	the	the	DET
dem-4196	38	6	mutual	mutual	ADJ
dem-4196	38	7	information	information	NOUN
dem-4196	38	8	measure	measure	NOUN
dem-4196	38	9	to	to	PART
dem-4196	38	10	detect	detect	VERB
dem-4196	38	11	serial	serial	ADJ
dem-4196	38	12	dependencies	dependency	NOUN
dem-4196	38	13	3.1	3.1	NUM
dem-4196	38	14	.	.	PUNCT
dem-4196	38	15	simulated	simulate	VERB
dem-4196	38	16	data	datum	NOUN
dem-4196	38	17	the	the	DET
dem-4196	38	18	aim	aim	NOUN
dem-4196	38	19	of	of	ADP
dem-4196	38	20	the	the	DET
dem-4196	38	21	simulations	simulation	NOUN
dem-4196	38	22	was	be	AUX
dem-4196	38	23	to	to	PART
dem-4196	38	24	verify	verify	VERB
dem-4196	38	25	,	,	PUNCT
dem-4196	38	26	if	if	SCONJ
dem-4196	38	27	the	the	DET
dem-4196	38	28	mutual	mutual	ADJ
dem-4196	38	29	information	information	NOUN
dem-4196	38	30	measure	measure	NOUN
dem-4196	38	31	may	may	AUX
dem-4196	38	32	be	be	AUX
dem-4196	38	33	effectively	effectively	ADV
dem-4196	38	34	applied	apply	VERB
dem-4196	38	35	to	to	PART
dem-4196	38	36	detect	detect	VERB
dem-4196	38	37	nonlinear	nonlinear	ADJ
dem-4196	38	38	serial	serial	ADJ
dem-4196	38	39	dependencies	dependency	NOUN
dem-4196	38	40	.	.	PUNCT
dem-4196	39	1	the	the	DET
dem-4196	39	2	time	time	NOUN
dem-4196	39	3	series	series	PROPN
dem-4196	39	4	produced	produce	VERB
dem-4196	39	5	from	from	ADP
dem-4196	39	6	five	five	NUM
dem-4196	39	7	different	different	ADJ
dem-4196	39	8	generating	generating	NOUN
dem-4196	39	9	models	model	NOUN
dem-4196	39	10	and	and	CCONJ
dem-4196	39	11	two	two	NUM
dem-4196	39	12	different	different	ADJ
dem-4196	39	13	sample	sample	NOUN
dem-4196	39	14	sizes	size	NOUN
dem-4196	39	15	(	(	PUNCT
dem-4196	39	16	with	with	ADP
dem-4196	39	17	each	each	PRON
dem-4196	39	18	of	of	ADP
dem-4196	39	19	those	those	DET
dem-4196	39	20	models	model	NOUN
dem-4196	39	21	)	)	PUNCT
dem-4196	39	22	were	be	AUX
dem-4196	39	23	used	use	VERB
dem-4196	39	24	in	in	ADP
dem-4196	39	25	the	the	DET
dem-4196	39	26	simulations	simulation	NOUN
dem-4196	39	27	.	.	PUNCT
dem-4196	40	1	this	this	DET
dem-4196	40	2	data	datum	NOUN
dem-4196	40	3	was	be	AUX
dem-4196	40	4	generated	generate	VERB
dem-4196	40	5	by	by	ADP
dem-4196	40	6	barnett	barnett	PROPN
dem-4196	40	7	et	et	PROPN
dem-4196	40	8	al	al	PROPN
dem-4196	40	9	.	.	PROPN
dem-4196	41	1	(	(	PUNCT
dem-4196	41	2	1998	1998	NUM
dem-4196	41	3	)	)	PUNCT
dem-4196	42	1	to	to	PART
dem-4196	42	2	compare	compare	VERB
dem-4196	42	3	the	the	DET
dem-4196	42	4	power	power	NOUN
dem-4196	42	5	of	of	ADP
dem-4196	42	6	some	some	DET
dem-4196	42	7	popular	popular	ADJ
dem-4196	42	8	tests	test	NOUN
dem-4196	42	9	for	for	ADP
dem-4196	42	10	nonlinearity	nonlinearity	NOUN
dem-4196	42	11	and	and	CCONJ
dem-4196	42	12	chaos1	chaos1	PROPN
dem-4196	42	13	.	.	PUNCT
dem-4196	43	1	specifically	specifically	ADV
dem-4196	43	2	,	,	PUNCT
dem-4196	43	3	these	these	PRON
dem-4196	43	4	were	be	AUX
dem-4196	43	5	:	:	PUNCT
dem-4196	43	6	five	five	NUM
dem-4196	43	7	time	time	NOUN
dem-4196	43	8	series	series	NOUN
dem-4196	43	9	of	of	ADP
dem-4196	43	10	2000	2000	NUM
dem-4196	43	11	observations	observation	NOUN
dem-4196	43	12	–	–	PUNCT
dem-4196	43	13	m1	m1	NOUN
dem-4196	43	14	,	,	PUNCT
dem-4196	43	15	m2	m2	PROPN
dem-4196	43	16	,	,	PUNCT
dem-4196	43	17	m3	m3	PROPN
dem-4196	43	18	,	,	PUNCT
dem-4196	43	19	m4	m4	PROPN
dem-4196	43	20	,	,	PUNCT
dem-4196	43	21	m5	m5	NOUN
dem-4196	43	22	and	and	CCONJ
dem-4196	43	23	five	five	NUM
dem-4196	43	24	time	time	NOUN
dem-4196	43	25	series	series	NOUN
dem-4196	43	26	of	of	ADP
dem-4196	43	27	their	their	PRON
dem-4196	43	28	first	first	ADJ
dem-4196	43	29	380	380	NUM
dem-4196	43	30	observations	observation	NOUN
dem-4196	43	31	–	–	PUNCT
dem-4196	43	32	m1s	m1s	PROPN
dem-4196	43	33	,	,	PUNCT
dem-4196	43	34	m2s	m2s	PROPN
dem-4196	43	35	,	,	PUNCT
dem-4196	43	36	m3s	m3s	PROPN
dem-4196	43	37	,	,	PUNCT
dem-4196	43	38	m4s	m4s	PROPN
dem-4196	43	39	,	,	PUNCT
dem-4196	43	40	m5s	m5s	PROPN
dem-4196	43	41	.	.	PUNCT
dem-4196	44	1	the	the	DET
dem-4196	44	2	investigated	investigate	VERB
dem-4196	44	3	series	series	NOUN
dem-4196	44	4	were	be	AUX
dem-4196	44	5	generated	generate	VERB
dem-4196	44	6	from	from	ADP
dem-4196	44	7	the	the	DET
dem-4196	44	8	following	follow	VERB
dem-4196	44	9	models2	models2	PROPN
dem-4196	44	10	:	:	PUNCT
dem-4196	44	11	i	i	PROPN
dem-4196	44	12	)	)	PUNCT
dem-4196	44	13	m1	m1	PROPN
dem-4196	44	14	–	–	PUNCT
dem-4196	44	15	logistic	logistic	ADJ
dem-4196	44	16	map3	map3	NOUN
dem-4196	44	17	:	:	PUNCT
dem-4196	44	18	)	)	PUNCT
dem-4196	44	19	,	,	PUNCT
dem-4196	44	20	1(57.3	1(57.3	NOUN
dem-4196	44	21	11	11	NUM
dem-4196	44	22	−−	−−	PROPN
dem-4196	44	23	−=	−=	NOUN
dem-4196	44	24	ttt	ttt	PROPN
dem-4196	44	25	xxx	xxx	PROPN
dem-4196	44	26	(	(	PUNCT
dem-4196	44	27	4	4	NUM
dem-4196	44	28	)	)	PUNCT
dem-4196	44	29	ii	ii	PROPN
dem-4196	44	30	)	)	PUNCT
dem-4196	44	31	m2	m2	PROPN
dem-4196	44	32	–	–	PUNCT
dem-4196	44	33	garch(1,1	garch(1,1	NOUN
dem-4196	44	34	)	)	PUNCT
dem-4196	44	35	process	process	NOUN
dem-4196	44	36	:	:	PUNCT
dem-4196	44	37	,	,	PUNCT
dem-4196	44	38	ttt	ttt	PROPN
dem-4196	44	39	uhx	uhx	PROPN
dem-4196	44	40	=	=	SYM
dem-4196	44	41	(	(	PUNCT
dem-4196	44	42	5a	5a	NUM
dem-4196	44	43	)	)	PUNCT
dem-4196	44	44	,	,	PUNCT
dem-4196	44	45	8.01.01	8.01.01	NUM
dem-4196	44	46	1	1	NUM
dem-4196	44	47	2	2	NUM
dem-4196	44	48	1	1	NUM
dem-4196	44	49	−−	−−	NOUN
dem-4196	44	50	+	+	PROPN
dem-4196	44	51	+	+	PROPN
dem-4196	44	52	=	=	X
dem-4196	44	53	ttt	ttt	PROPN
dem-4196	44	54	hxh	hxh	PROPN
dem-4196	44	55	(	(	PUNCT
dem-4196	44	56	5b	5b	NUM
dem-4196	44	57	)	)	PUNCT
dem-4196	44	58	where	where	SCONJ
dem-4196	44	59	10	10	NUM
dem-4196	44	60	=	=	NOUN
dem-4196	44	61	h	h	NOUN
dem-4196	44	62	and	and	CCONJ
dem-4196	44	63	00	00	PUNCT
dem-4196	45	1	=	=	SYM
dem-4196	45	2	x	x	NOUN
dem-4196	45	3	.	.	PUNCT
dem-4196	45	4	1	1	NUM
dem-4196	45	5	the	the	DET
dem-4196	45	6	data	datum	NOUN
dem-4196	45	7	was	be	AUX
dem-4196	45	8	downloaded	download	VERB
dem-4196	45	9	from	from	ADP
dem-4196	45	10	the	the	DET
dem-4196	45	11	homepage	homepage	NOUN
dem-4196	45	12	of	of	ADP
dem-4196	45	13	w.a	w.a	PROPN
dem-4196	45	14	.	.	PROPN
dem-4196	45	15	barnett	barnett	PROPN
dem-4196	45	16	:	:	PUNCT
dem-4196	45	17	http://econ.tepper.cmu.edu/	http://econ.tepper.cmu.edu/	VERB
dem-4196	45	18	/barnett	/barnett	PUNCT
dem-4196	45	19	/	/	SYM
dem-4196	45	20	papers.html	papers.html	ADJ
dem-4196	45	21	.	.	PUNCT
dem-4196	46	1	2	2	NUM
dem-4196	46	2	in	in	ADP
dem-4196	46	3	all	all	DET
dem-4196	46	4	cases	case	NOUN
dem-4196	46	5	,	,	PUNCT
dem-4196	46	6	the	the	DET
dem-4196	46	7	white	white	ADJ
dem-4196	46	8	-	-	PUNCT
dem-4196	46	9	noise	noise	NOUN
dem-4196	46	10	disturbances	disturbance	NOUN
dem-4196	46	11	–	–	PUNCT
dem-4196	46	12	ut	ut	PROPN
dem-4196	46	13	were	be	AUX
dem-4196	46	14	sampled	sample	VERB
dem-4196	46	15	independently	independently	ADV
dem-4196	46	16	from	from	ADP
dem-4196	46	17	the	the	DET
dem-4196	46	18	standard	standard	ADJ
dem-4196	46	19	normal	normal	ADJ
dem-4196	46	20	distribution	distribution	NOUN
dem-4196	46	21	.	.	PUNCT
dem-4196	47	1	3	3	NUM
dem-4196	47	2	the	the	DET
dem-4196	47	3	logistic	logistic	ADJ
dem-4196	47	4	map	map	NOUN
dem-4196	47	5	with	with	ADP
dem-4196	47	6	the	the	DET
dem-4196	47	7	parameter	parameter	NOUN
dem-4196	47	8	equaled	equal	VERB
dem-4196	47	9	to	to	ADP
dem-4196	47	10	3.57	3.57	NUM
dem-4196	47	11	generates	generate	VERB
dem-4196	47	12	chaotic	chaotic	ADJ
dem-4196	47	13	dynamics	dynamic	NOUN
dem-4196	47	14	.	.	PUNCT
dem-4196	48	1	witold	witold	PROPN
dem-4196	48	2	orzeszko	orzeszko	ADJ
dem-4196	48	3	100	100	NUM
dem-4196	48	4	iii	iii	NOUN
dem-4196	48	5	)	)	PUNCT
dem-4196	48	6	m3	m3	PROPN
dem-4196	48	7	–	–	PUNCT
dem-4196	48	8	nonlinear	nonlinear	ADJ
dem-4196	48	9	moving	move	VERB
dem-4196	48	10	average	average	ADJ
dem-4196	48	11	process	process	NOUN
dem-4196	48	12	(	(	PUNCT
dem-4196	48	13	nlma	nlma	ADJ
dem-4196	48	14	):	):	PUNCT
dem-4196	48	15	,	,	PUNCT
dem-4196	48	16	8.0	8.0	NUM
dem-4196	48	17	21	21	NUM
dem-4196	48	18	−−+=	−−+=	NUM
dem-4196	48	19	tttt	tttt	NOUN
dem-4196	48	20	uuux	uuux	NOUN
dem-4196	48	21	(	(	PUNCT
dem-4196	48	22	6	6	NUM
dem-4196	48	23	)	)	PUNCT
dem-4196	48	24	iv	iv	X
dem-4196	48	25	)	)	PUNCT
dem-4196	48	26	m4	m4	PROPN
dem-4196	48	27	–	–	PUNCT
dem-4196	48	28	arch(1	arch(1	NOUN
dem-4196	48	29	)	)	PUNCT
dem-4196	48	30	process	process	NOUN
dem-4196	48	31	:	:	PUNCT
dem-4196	48	32	,	,	PUNCT
dem-4196	48	33	5.01	5.01	NUM
dem-4196	48	34	2	2	NUM
dem-4196	48	35	1	1	NUM
dem-4196	48	36	ttt	ttt	PROPN
dem-4196	48	37	uxx	uxx	X
dem-4196	48	38	−+=	−+=	X
dem-4196	48	39	(	(	PUNCT
dem-4196	48	40	7	7	NUM
dem-4196	48	41	)	)	SYM
dem-4196	48	42	v	v	NOUN
dem-4196	48	43	)	)	PUNCT
dem-4196	48	44	m5	m5	NOUN
dem-4196	48	45	–	–	PUNCT
dem-4196	48	46	arma(2,1	arma(2,1	ADJ
dem-4196	48	47	)	)	PUNCT
dem-4196	48	48	process	process	NOUN
dem-4196	48	49	:	:	PUNCT
dem-4196	48	50	,	,	PUNCT
dem-4196	48	51	3.015.08.0	3.015.08.0	NUM
dem-4196	48	52	121	121	NUM
dem-4196	48	53	−−−	−−−	NOUN
dem-4196	49	1	+	+	PUNCT
dem-4196	49	2	+	+	ADJ
dem-4196	49	3	+	+	ADJ
dem-4196	49	4	=	=	ADJ
dem-4196	49	5	ttttt	ttttt	NOUN
dem-4196	49	6	uuxxx	uuxxx	NOUN
dem-4196	49	7	(	(	PUNCT
dem-4196	49	8	8)	8)	NUM
dem-4196	49	9	where	where	SCONJ
dem-4196	49	10	10	10	NUM
dem-4196	49	11	=	=	NOUN
dem-4196	49	12	x	x	X
dem-4196	49	13	and	and	CCONJ
dem-4196	49	14	7.01	7.01	NUM
dem-4196	49	15	=	=	NOUN
dem-4196	49	16	x	x	X
dem-4196	49	17	.	.	PUNCT
dem-4196	50	1	in	in	ADP
dem-4196	50	2	each	each	DET
dem-4196	50	3	case	case	NOUN
dem-4196	50	4	the	the	DET
dem-4196	50	5	mutual	mutual	ADJ
dem-4196	50	6	information	information	NOUN
dem-4196	50	7	measure	measure	NOUN
dem-4196	50	8	was	be	AUX
dem-4196	50	9	calculated	calculate	VERB
dem-4196	50	10	for	for	ADP
dem-4196	50	11	the	the	DET
dem-4196	50	12	raw	raw	ADJ
dem-4196	50	13	series	series	NOUN
dem-4196	50	14	and	and	CCONJ
dem-4196	50	15	for	for	ADP
dem-4196	50	16	its	its	PRON
dem-4196	50	17	residuals	residual	NOUN
dem-4196	50	18	from	from	ADP
dem-4196	50	19	the	the	DET
dem-4196	50	20	fitted	fit	VERB
dem-4196	50	21	arma	arma	PROPN
dem-4196	50	22	model	model	NOUN
dem-4196	50	23	.	.	PUNCT
dem-4196	51	1	first	first	ADV
dem-4196	51	2	,	,	PUNCT
dem-4196	51	3	stationarity	stationarity	NOUN
dem-4196	51	4	was	be	AUX
dem-4196	51	5	verified	verify	VERB
dem-4196	51	6	using	use	VERB
dem-4196	51	7	the	the	DET
dem-4196	51	8	augmented	augment	VERB
dem-4196	51	9	dickey	dickey	PROPN
dem-4196	51	10	-	-	PUNCT
dem-4196	51	11	fuller	full	ADJ
dem-4196	51	12	test	test	NOUN
dem-4196	51	13	.	.	PUNCT
dem-4196	52	1	the	the	DET
dem-4196	52	2	null	null	ADJ
dem-4196	52	3	hypothesis	hypothesis	NOUN
dem-4196	52	4	of	of	ADP
dem-4196	52	5	a	a	DET
dem-4196	52	6	unit	unit	NOUN
dem-4196	52	7	root	root	NOUN
dem-4196	52	8	was	be	AUX
dem-4196	52	9	strongly	strongly	ADV
dem-4196	52	10	rejected	reject	VERB
dem-4196	52	11	for	for	ADP
dem-4196	52	12	the	the	DET
dem-4196	52	13	all	all	DET
dem-4196	52	14	investigated	investigate	VERB
dem-4196	52	15	data	datum	NOUN
dem-4196	52	16	,	,	PUNCT
dem-4196	52	17	except	except	SCONJ
dem-4196	52	18	m5s	m5s	PROPN
dem-4196	52	19	.	.	PUNCT
dem-4196	53	1	thus	thus	ADV
dem-4196	53	2	,	,	PUNCT
dem-4196	53	3	instead	instead	ADV
dem-4196	53	4	of	of	ADP
dem-4196	53	5	m5s	m5s	PRON
dem-4196	53	6	,	,	PUNCT
dem-4196	53	7	the	the	DET
dem-4196	53	8	series	series	NOUN
dem-4196	53	9	of	of	ADP
dem-4196	53	10	its	its	PRON
dem-4196	53	11	first	first	ADJ
dem-4196	53	12	differences	difference	NOUN
dem-4196	53	13	–	–	PUNCT
dem-4196	53	14	m5s_diff	m5s_diff	PROPN
dem-4196	53	15	was	be	AUX
dem-4196	53	16	chosen	choose	VERB
dem-4196	53	17	for	for	ADP
dem-4196	53	18	further	further	ADJ
dem-4196	53	19	research	research	NOUN
dem-4196	53	20	.	.	PUNCT
dem-4196	54	1	in	in	ADP
dem-4196	54	2	table	table	NOUN
dem-4196	54	3	1	1	NUM
dem-4196	54	4	the	the	DET
dem-4196	54	5	arma	arma	NOUN
dem-4196	54	6	models	model	NOUN
dem-4196	54	7	fitted	fit	VERB
dem-4196	54	8	to	to	ADP
dem-4196	54	9	analyzed	analyze	VERB
dem-4196	54	10	series	series	NOUN
dem-4196	54	11	are	be	AUX
dem-4196	54	12	presented4	presented4	NOUN
dem-4196	54	13	.	.	PUNCT
dem-4196	54	14	table	table	NOUN
dem-4196	54	15	1	1	NUM
dem-4196	54	16	.	.	PUNCT
dem-4196	54	17	arma	arma	NOUN
dem-4196	54	18	models	model	NOUN
dem-4196	54	19	for	for	ADP
dem-4196	54	20	the	the	DET
dem-4196	54	21	generated	generate	VERB
dem-4196	54	22	series	series	PROPN
dem-4196	54	23	series	series	PROPN
dem-4196	54	24	arma	arma	PROPN
dem-4196	54	25	model	model	PROPN
dem-4196	54	26	series	series	PROPN
dem-4196	54	27	arma	arma	PROPN
dem-4196	54	28	model	model	PROPN
dem-4196	54	29	m1	m1	PROPN
dem-4196	54	30	white	white	PROPN
dem-4196	54	31	noise	noise	PROPN
dem-4196	54	32	(	(	PUNCT
dem-4196	54	33	ex=0.648	ex=0.648	NOUN
dem-4196	54	34	)	)	PUNCT
dem-4196	54	35	m1s	m1s	PROPN
dem-4196	54	36	white	white	PROPN
dem-4196	54	37	noise	noise	NOUN
dem-4196	54	38	(	(	PUNCT
dem-4196	54	39	ex=0.649	ex=0.649	NOUN
dem-4196	54	40	)	)	PUNCT
dem-4196	54	41	m2	m2	PROPN
dem-4196	54	42	white	white	PROPN
dem-4196	54	43	noise	noise	PROPN
dem-4196	54	44	(	(	PUNCT
dem-4196	54	45	ex=0.034	ex=0.034	NOUN
dem-4196	54	46	)	)	PUNCT
dem-4196	54	47	m2s	m2s	PROPN
dem-4196	54	48	white	white	PROPN
dem-4196	54	49	noise	noise	PROPN
dem-4196	54	50	(	(	PUNCT
dem-4196	54	51	ex=0.067	ex=0.067	NOUN
dem-4196	54	52	)	)	PUNCT
dem-4196	54	53	m3	m3	PROPN
dem-4196	54	54	white	white	PROPN
dem-4196	54	55	noise	noise	PROPN
dem-4196	54	56	(	(	PUNCT
dem-4196	54	57	ex=	ex=	NOUN
dem-4196	54	58	0.007	0.007	NUM
dem-4196	54	59	)	)	PUNCT
dem-4196	54	60	m3s	m3s	PROPN
dem-4196	54	61	white	white	ADJ
dem-4196	54	62	noise	noise	NOUN
dem-4196	54	63	(	(	PUNCT
dem-4196	54	64	ex=	ex=	NOUN
dem-4196	54	65	0.033	0.033	NUM
dem-4196	54	66	)	)	PUNCT
dem-4196	54	67	m4	m4	PROPN
dem-4196	54	68	white	white	PROPN
dem-4196	54	69	noise	noise	NOUN
dem-4196	54	70	(	(	PUNCT
dem-4196	54	71	ex=	ex=	NOUN
dem-4196	54	72	0.011	0.011	NUM
dem-4196	54	73	)	)	PUNCT
dem-4196	54	74	m4s	m4s	PROPN
dem-4196	54	75	white	white	PROPN
dem-4196	54	76	noise	noise	NOUN
dem-4196	54	77	(	(	PUNCT
dem-4196	54	78	ex=	ex=	NOUN
dem-4196	54	79	0.018	0.018	NUM
dem-4196	54	80	)	)	PUNCT
dem-4196	54	81	m5	m5	PROPN
dem-4196	54	82	arma(1,1	arma(1,1	NOUN
dem-4196	54	83	)	)	PUNCT
dem-4196	55	1	m5s_diff	m5s_diff	PROPN
dem-4196	55	2	ma(1	ma(1	NOUN
dem-4196	55	3	)	)	PUNCT
dem-4196	55	4	next	next	ADV
dem-4196	55	5	,	,	PUNCT
dem-4196	55	6	the	the	DET
dem-4196	55	7	ljung	ljung	ADJ
dem-4196	55	8	-	-	PUNCT
dem-4196	55	9	box	box	NOUN
dem-4196	55	10	test	test	NOUN
dem-4196	55	11	was	be	AUX
dem-4196	55	12	applied	apply	VERB
dem-4196	55	13	to	to	PART
dem-4196	55	14	test	test	VERB
dem-4196	55	15	if	if	SCONJ
dem-4196	55	16	the	the	DET
dem-4196	55	17	residual	residual	ADJ
dem-4196	55	18	series	series	NOUN
dem-4196	55	19	are	be	AUX
dem-4196	55	20	white	white	ADJ
dem-4196	55	21	noise	noise	NOUN
dem-4196	55	22	.	.	PUNCT
dem-4196	56	1	the	the	DET
dem-4196	56	2	test	test	NOUN
dem-4196	56	3	confirmed	confirm	VERB
dem-4196	56	4	that	that	SCONJ
dem-4196	56	5	no	no	DET
dem-4196	56	6	investigated	investigate	VERB
dem-4196	56	7	residuals	residual	NOUN
dem-4196	56	8	contain	contain	VERB
dem-4196	56	9	linear	linear	NOUN
dem-4196	56	10	dependencies	dependency	NOUN
dem-4196	56	11	.	.	PUNCT
dem-4196	57	1	to	to	PART
dem-4196	57	2	estimate	estimate	VERB
dem-4196	57	3	the	the	DET
dem-4196	57	4	mutual	mutual	ADJ
dem-4196	57	5	information	information	NOUN
dem-4196	57	6	measure	measure	VERB
dem-4196	57	7	the	the	DET
dem-4196	57	8	method	method	NOUN
dem-4196	57	9	proposed	propose	VERB
dem-4196	57	10	by	by	ADP
dem-4196	57	11	fraser	fraser	PROPN
dem-4196	57	12	and	and	CCONJ
dem-4196	57	13	swinney	swinney	PROPN
dem-4196	57	14	(	(	PUNCT
dem-4196	57	15	1986	1986	NUM
dem-4196	57	16	)	)	PUNCT
dem-4196	57	17	was	be	AUX
dem-4196	57	18	used5	used5	ADJ
dem-4196	57	19	.	.	PUNCT
dem-4196	58	1	this	this	DET
dem-4196	58	2	method	method	NOUN
dem-4196	58	3	is	be	AUX
dem-4196	58	4	based	base	VERB
dem-4196	58	5	on	on	ADP
dem-4196	58	6	an	an	DET
dem-4196	58	7	analysis	analysis	NOUN
dem-4196	58	8	of	of	ADP
dem-4196	58	9	the	the	DET
dem-4196	58	10	twodimensional	twodimensional	ADJ
dem-4196	58	11	histogram	histogram	NOUN
dem-4196	58	12	.	.	PUNCT
dem-4196	59	1	briefly	briefly	PROPN
dem-4196	59	2	speaking	speak	VERB
dem-4196	59	3	,	,	PUNCT
dem-4196	59	4	it	it	PRON
dem-4196	59	5	consists	consist	VERB
dem-4196	59	6	in	in	ADP
dem-4196	59	7	covering	cover	VERB
dem-4196	59	8	the	the	DET
dem-4196	59	9	twodimensional	twodimensional	ADJ
dem-4196	59	10	plane	plane	NOUN
dem-4196	59	11	containing	contain	VERB
dem-4196	59	12	pairs	pair	NOUN
dem-4196	59	13	(	(	PUNCT
dem-4196	59	14	)	)	PUNCT
dem-4196	59	15	tt	tt	PROPN
dem-4196	59	16	yx	yx	NOUN
dem-4196	59	17	,	,	PUNCT
dem-4196	59	18	with	with	ADP
dem-4196	59	19	rectangular	rectangular	ADJ
dem-4196	59	20	partitions	partition	NOUN
dem-4196	59	21	and	and	CCONJ
dem-4196	59	22	calculating	calculate	VERB
dem-4196	59	23	frequencies	frequency	NOUN
dem-4196	59	24	of	of	ADP
dem-4196	59	25	points	point	NOUN
dem-4196	59	26	in	in	ADP
dem-4196	59	27	each	each	DET
dem-4196	59	28	partition	partition	NOUN
dem-4196	59	29	.	.	PUNCT
dem-4196	60	1	next	next	ADV
dem-4196	60	2	,	,	PUNCT
dem-4196	60	3	equation	equation	NOUN
dem-4196	60	4	1	1	NUM
dem-4196	60	5	is	be	AUX
dem-4196	60	6	used	use	VERB
dem-4196	60	7	,	,	PUNCT
dem-4196	60	8	i.e.	i.e.	X
dem-4196	60	9	the	the	DET
dem-4196	60	10	calculated	calculate	VERB
dem-4196	60	11	frequencies	frequency	NOUN
dem-4196	60	12	are	be	AUX
dem-4196	60	13	estimators	estimator	NOUN
dem-4196	60	14	of	of	ADP
dem-4196	60	15	the	the	DET
dem-4196	60	16	probability	probability	NOUN
dem-4196	60	17	density	density	NOUN
dem-4196	60	18	functions	function	NOUN
dem-4196	60	19	and	and	CCONJ
dem-4196	60	20	the	the	DET
dem-4196	60	21	integration	integration	NOUN
dem-4196	60	22	is	be	AUX
dem-4196	60	23	carried	carry	VERB
dem-4196	60	24	out	out	ADP
dem-4196	60	25	numerically	numerically	ADV
dem-4196	60	26	.	.	PUNCT
dem-4196	61	1	let	let	VERB
dem-4196	61	2	ki	ki	PROPN
dem-4196	61	3	denotes	denote	VERB
dem-4196	61	4	an	an	DET
dem-4196	61	5	estimated	estimate	VERB
dem-4196	61	6	value	value	NOUN
dem-4196	61	7	of	of	ADP
dem-4196	61	8	the	the	DET
dem-4196	61	9	mutual	mutual	ADJ
dem-4196	61	10	information	information	NOUN
dem-4196	61	11	measure	measure	NOUN
dem-4196	61	12	between	between	ADP
dem-4196	61	13	variables	variable	NOUN
dem-4196	61	14	tx	tx	PROPN
dem-4196	61	15	and	and	CCONJ
dem-4196	61	16	ktx	ktx	PROPN
dem-4196	61	17	−	−	PROPN
dem-4196	61	18	.	.	PUNCT
dem-4196	62	1	due	due	ADP
dem-4196	62	2	to	to	ADP
dem-4196	62	3	a	a	DET
dem-4196	62	4	purpose	purpose	NOUN
dem-4196	62	5	of	of	ADP
dem-4196	62	6	the	the	DET
dem-4196	62	7	research	research	NOUN
dem-4196	62	8	,	,	PUNCT
dem-4196	62	9	the	the	DET
dem-4196	62	10	key	key	ADJ
dem-4196	62	11	task	task	NOUN
dem-4196	62	12	is	be	AUX
dem-4196	62	13	to	to	PART
dem-4196	62	14	verify	verify	VERB
dem-4196	62	15	the	the	DET
dem-4196	62	16	hypothesis	hypothesis	NOUN
dem-4196	62	17	of	of	ADP
dem-4196	62	18	mutual	mutual	ADJ
dem-4196	62	19	information	information	NOUN
dem-4196	62	20	measure	measure	NOUN
dem-4196	62	21	’s	’s	PART
dem-4196	62	22	insignificance	insignificance	NOUN
dem-4196	62	23	(	(	PUNCT
dem-4196	62	24	i.e	i.e	ADP
dem-4196	62	25	the	the	DET
dem-4196	62	26	hypothesis	hypothesis	NOUN
dem-4196	62	27	of	of	ADP
dem-4196	62	28	independence	independence	NOUN
dem-4196	62	29	)	)	PUNCT
dem-4196	62	30	.	.	PUNCT
dem-4196	63	1	to	to	ADP
dem-4196	63	2	this	this	DET
dem-4196	63	3	end	end	NOUN
dem-4196	63	4	,	,	PUNCT
dem-4196	63	5	for	for	ADP
dem-4196	63	6	each	each	DET
dem-4196	63	7	investigated	investigate	VERB
dem-4196	63	8	series	series	NOUN
dem-4196	63	9	and	and	CCONJ
dem-4196	63	10	for	for	ADP
dem-4196	63	11	4	4	NUM
dem-4196	63	12	the	the	DET
dem-4196	63	13	models	model	NOUN
dem-4196	63	14	were	be	AUX
dem-4196	63	15	selected	select	VERB
dem-4196	63	16	based	base	VERB
dem-4196	63	17	on	on	ADP
dem-4196	63	18	the	the	DET
dem-4196	63	19	schwarz	schwarz	PROPN
dem-4196	63	20	criterion	criterion	NOUN
dem-4196	63	21	.	.	PUNCT
dem-4196	64	1	5	5	NUM
dem-4196	64	2	in	in	ADP
dem-4196	64	3	the	the	DET
dem-4196	64	4	calculations	calculation	NOUN
dem-4196	64	5	the	the	DET
dem-4196	64	6	m	m	NOUN
dem-4196	64	7	-	-	PUNCT
dem-4196	64	8	file	file	NOUN
dem-4196	64	9	created	create	VERB
dem-4196	64	10	by	by	ADP
dem-4196	64	11	a.	a.	NOUN
dem-4196	64	12	leontitsis	leontitsis	NOUN
dem-4196	64	13	was	be	AUX
dem-4196	64	14	used	use	VERB
dem-4196	64	15	.	.	PUNCT
dem-4196	65	1	measuring	measure	VERB
dem-4196	65	2	nonlinear	nonlinear	ADJ
dem-4196	65	3	serial	serial	ADJ
dem-4196	65	4	dependencies	dependency	NOUN
dem-4196	65	5	using	use	VERB
dem-4196	65	6	the	the	DET
dem-4196	65	7	mutual	mutual	ADJ
dem-4196	65	8	information	information	NOUN
dem-4196	65	9	coefficient	coefficient	VERB
dem-4196	65	10	101	101	NUM
dem-4196	65	11	each	each	DET
dem-4196	65	12	10	10	NUM
dem-4196	65	13	...	...	PUNCT
dem-4196	65	14	,,2,1	,,2,1	PUNCT
dem-4196	65	15	=	=	SYM
dem-4196	65	16	k	k	PROPN
dem-4196	65	17	,	,	PUNCT
dem-4196	65	18	the	the	DET
dem-4196	65	19	p	p	NOUN
dem-4196	65	20	-	-	PUNCT
dem-4196	65	21	value	value	NOUN
dem-4196	65	22	was	be	AUX
dem-4196	65	23	evaluated	evaluate	VERB
dem-4196	65	24	through	through	ADP
dem-4196	65	25	bootstraping6	bootstraping6	NOUN
dem-4196	65	26	with	with	ADP
dem-4196	65	27	00010	00010	NUM
dem-4196	65	28	repetitions7	repetitions7	NOUN
dem-4196	65	29	.	.	PUNCT
dem-4196	66	1	in	in	ADP
dem-4196	66	2	tables	table	NOUN
dem-4196	66	3	2	2	NUM
dem-4196	66	4	-	-	SYM
dem-4196	66	5	6	6	NUM
dem-4196	66	6	the	the	DET
dem-4196	66	7	calculated	calculated	ADJ
dem-4196	66	8	values	value	NOUN
dem-4196	66	9	of	of	ADP
dem-4196	66	10	ki	ki	PROPN
dem-4196	66	11	and	and	CCONJ
dem-4196	66	12	the	the	DET
dem-4196	66	13	corresponding	correspond	VERB
dem-4196	66	14	p	p	NOUN
dem-4196	66	15	-	-	PUNCT
dem-4196	66	16	values	value	NOUN
dem-4196	66	17	(	(	PUNCT
dem-4196	66	18	at	at	ADP
dem-4196	66	19	the	the	DET
dem-4196	66	20	bottom	bottom	NOUN
dem-4196	66	21	)	)	PUNCT
dem-4196	66	22	are	be	AUX
dem-4196	66	23	summarized	summarize	VERB
dem-4196	66	24	.	.	PUNCT
dem-4196	67	1	the	the	DET
dem-4196	67	2	p	p	NOUN
dem-4196	67	3	-	-	PUNCT
dem-4196	67	4	values	value	NOUN
dem-4196	67	5	not	not	PART
dem-4196	67	6	larger	large	ADJ
dem-4196	67	7	than	than	ADP
dem-4196	67	8	0.005	0.005	NUM
dem-4196	67	9	are	be	AUX
dem-4196	68	1	bolded8	bolded8	NOUN
dem-4196	68	2	.	.	PUNCT
dem-4196	68	3	table	table	NOUN
dem-4196	68	4	2	2	NUM
dem-4196	68	5	.	.	PUNCT
dem-4196	69	1	values	value	NOUN
dem-4196	69	2	of	of	ADP
dem-4196	69	3	ki	ki	PROPN
dem-4196	69	4	for	for	ADP
dem-4196	69	5	m1s	m1s	PROPN
dem-4196	69	6	and	and	CCONJ
dem-4196	69	7	m1	m1	PROPN
dem-4196	69	8	k	k	PROPN
dem-4196	69	9	series	series	PROPN
dem-4196	69	10	1	1	NUM
dem-4196	69	11	2	2	NUM
dem-4196	69	12	3	3	NUM
dem-4196	69	13	4	4	NUM
dem-4196	69	14	5	5	NUM
dem-4196	69	15	6	6	NUM
dem-4196	69	16	7	7	NUM
dem-4196	69	17	8	8	NUM
dem-4196	69	18	9	9	NUM
dem-4196	69	19	10	10	NUM
dem-4196	69	20	m1s	m1s	PROPN
dem-4196	69	21	1.6927	1.6927	NUM
dem-4196	69	22	0.0000	0.0000	NUM
dem-4196	69	23	1.6963	1.6963	NUM
dem-4196	69	24	0.0000	0.0000	NUM
dem-4196	69	25	1.6123	1.6123	NUM
dem-4196	69	26	0.0000	0.0000	NUM
dem-4196	69	27	1.7148	1.7148	NUM
dem-4196	69	28	0.0000	0.0000	NUM
dem-4196	69	29	1.5919	1.5919	NUM
dem-4196	69	30	0.0000	0.0000	NUM
dem-4196	69	31	1.6849	1.6849	NUM
dem-4196	69	32	0.0000	0.0000	NUM
dem-4196	69	33	1.5412	1.5412	NUM
dem-4196	69	34	0.0000	0.0000	NUM
dem-4196	69	35	1.6381	1.6381	NUM
dem-4196	69	36	0.0000	0.0000	NUM
dem-4196	69	37	1.5379	1.5379	NUM
dem-4196	69	38	0.0000	0.0000	NUM
dem-4196	69	39	1.6560	1.6560	NUM
dem-4196	69	40	0.0000	0.0000	NUM
dem-4196	69	41	m1	m1	NOUN
dem-4196	69	42	2.0139	2.0139	NUM
dem-4196	69	43	0.0000	0.0000	NUM
dem-4196	69	44	2.0090	2.0090	NUM
dem-4196	69	45	0.0000	0.0000	NUM
dem-4196	69	46	2.0064	2.0064	NUM
dem-4196	69	47	0.0000	0.0000	NUM
dem-4196	69	48	2.2520	2.2520	NUM
dem-4196	69	49	0.0000	0.0000	NUM
dem-4196	69	50	1.9981	1.9981	NUM
dem-4196	69	51	0.0000	0.0000	NUM
dem-4196	69	52	1.9991	1.9991	NUM
dem-4196	69	53	0.0000	0.0000	NUM
dem-4196	69	54	1.9940	1.9940	NUM
dem-4196	69	55	0.0000	0.0000	NUM
dem-4196	69	56	2.2737	2.2737	NUM
dem-4196	69	57	0.0000	0.0000	NUM
dem-4196	69	58	1.9891	1.9891	NUM
dem-4196	69	59	0.0000	0.0000	NUM
dem-4196	69	60	1.9891	1.9891	NUM
dem-4196	69	61	0.0000	0.0000	NUM
dem-4196	69	62	table	table	NOUN
dem-4196	69	63	3	3	NUM
dem-4196	69	64	.	.	PUNCT
dem-4196	70	1	values	value	NOUN
dem-4196	70	2	of	of	ADP
dem-4196	70	3	ki	ki	PROPN
dem-4196	70	4	for	for	ADP
dem-4196	70	5	m2s	m2s	PROPN
dem-4196	70	6	and	and	CCONJ
dem-4196	70	7	m2	m2	PROPN
dem-4196	70	8	k	k	PROPN
dem-4196	70	9	series	series	PROPN
dem-4196	70	10	1	1	NUM
dem-4196	70	11	2	2	NUM
dem-4196	70	12	3	3	NUM
dem-4196	70	13	4	4	NUM
dem-4196	70	14	5	5	NUM
dem-4196	70	15	6	6	NUM
dem-4196	70	16	7	7	NUM
dem-4196	70	17	8	8	NUM
dem-4196	70	18	9	9	NUM
dem-4196	70	19	10	10	NUM
dem-4196	70	20	m2s	m2s	PROPN
dem-4196	70	21	0.0848	0.0848	NUM
dem-4196	70	22	0.9616	0.9616	NUM
dem-4196	70	23	0.1538	0.1538	NUM
dem-4196	70	24	0.0201	0.0201	NUM
dem-4196	70	25	0.1191	0.1191	NUM
dem-4196	70	26	0.3802	0.3802	NUM
dem-4196	70	27	0.1308	0.1308	NUM
dem-4196	70	28	0.1786	0.1786	NUM
dem-4196	70	29	0.1231	0.1231	NUM
dem-4196	70	30	0.3052	0.3052	NUM
dem-4196	70	31	0.1616	0.1616	NUM
dem-4196	70	32	0.0081	0.0081	NUM
dem-4196	70	33	0.1701	0.1701	NUM
dem-4196	70	34	0.0029	0.0029	NUM
dem-4196	70	35	0.1162	0.1162	NUM
dem-4196	70	36	0.4412	0.4412	NUM
dem-4196	70	37	0.1281	0.1281	NUM
dem-4196	70	38	0.2187	0.2187	NUM
dem-4196	70	39	0.1228	0.1228	NUM
dem-4196	70	40	0.3090	0.3090	NUM
dem-4196	70	41	m2	m2	PROPN
dem-4196	70	42	0.0541	0.0541	NUM
dem-4196	70	43	0.0053	0.0053	NUM
dem-4196	70	44	0.0562	0.0562	NUM
dem-4196	70	45	0.0025	0.0025	NUM
dem-4196	70	46	0.0477	0.0477	NUM
dem-4196	71	1	0.0808	0.0808	NUM
dem-4196	71	2	0.0488	0.0488	NUM
dem-4196	71	3	0.0536	0.0536	NUM
dem-4196	71	4	0.0492	0.0492	NUM
dem-4196	71	5	0.0451	0.0451	NUM
dem-4196	71	6	0.0509	0.0509	NUM
dem-4196	72	1	0.0227	0.0227	NUM
dem-4196	72	2	0.0541	0.0541	NUM
dem-4196	72	3	0.0052	0.0052	NUM
dem-4196	72	4	0.0461	0.0461	NUM
dem-4196	72	5	0.1303	0.1303	NUM
dem-4196	72	6	0.0449	0.0449	NUM
dem-4196	72	7	0.1868	0.1868	NUM
dem-4196	72	8	0.0334	0.0334	NUM
dem-4196	72	9	0.9315	0.9315	NUM
dem-4196	72	10	table	table	NOUN
dem-4196	72	11	4	4	NUM
dem-4196	72	12	.	.	PUNCT
dem-4196	72	13	values	value	NOUN
dem-4196	72	14	of	of	ADP
dem-4196	72	15	ki	ki	PROPN
dem-4196	72	16	for	for	ADP
dem-4196	72	17	m3s	m3s	PROPN
dem-4196	72	18	and	and	CCONJ
dem-4196	72	19	m3	m3	PROPN
dem-4196	72	20	k	k	PROPN
dem-4196	72	21	series	series	PROPN
dem-4196	72	22	1	1	NUM
dem-4196	72	23	2	2	NUM
dem-4196	72	24	3	3	NUM
dem-4196	72	25	4	4	NUM
dem-4196	72	26	5	5	NUM
dem-4196	72	27	6	6	NUM
dem-4196	72	28	7	7	NUM
dem-4196	72	29	8	8	NUM
dem-4196	72	30	9	9	NUM
dem-4196	72	31	10	10	NUM
dem-4196	72	32	m3s	m3s	PROPN
dem-4196	72	33	0.1857	0.1857	NUM
dem-4196	72	34	0.0492	0.0492	NUM
dem-4196	72	35	0.1586	0.1586	NUM
dem-4196	72	36	0.3316	0.3316	NUM
dem-4196	72	37	0.1425	0.1425	NUM
dem-4196	72	38	0.6241	0.6241	NUM
dem-4196	72	39	0.1469	0.1469	NUM
dem-4196	72	40	0.5429	0.5429	NUM
dem-4196	72	41	0.1323	0.1323	NUM
dem-4196	72	42	0.8032	0.8032	NUM
dem-4196	72	43	0.1028	0.1028	NUM
dem-4196	72	44	0.9927	0.9927	NUM
dem-4196	72	45	0.1897	0.1897	NUM
dem-4196	72	46	0.0353	0.0353	NUM
dem-4196	72	47	0.1600	0.1600	NUM
dem-4196	72	48	0.3096	0.3096	NUM
dem-4196	72	49	0.1525	0.1525	NUM
dem-4196	72	50	0.4389	0.4389	NUM
dem-4196	72	51	0.1606	0.1606	NUM
dem-4196	72	52	0.2987	0.2987	NUM
dem-4196	72	53	m3	m3	PROPN
dem-4196	72	54	0.0725	0.0725	NUM
dem-4196	72	55	0.0000	0.0000	NUM
dem-4196	72	56	0.0658	0.0658	NUM
dem-4196	72	57	0.0001	0.0001	NUM
dem-4196	72	58	0.0307	0.0307	NUM
dem-4196	72	59	0.9634	0.9634	NUM
dem-4196	72	60	0.0429	0.0429	NUM
dem-4196	72	61	0.2065	0.2065	NUM
dem-4196	72	62	0.0309	0.0309	NUM
dem-4196	73	1	0.9599	0.9599	NUM
dem-4196	73	2	0.0383	0.0383	NUM
dem-4196	73	3	0.5426	0.5426	NUM
dem-4196	73	4	0.0372	0.0372	NUM
dem-4196	73	5	0.6274	0.6274	NUM
dem-4196	73	6	0.0404	0.0404	NUM
dem-4196	73	7	0.3724	0.3724	NUM
dem-4196	73	8	0.0389	0.0389	NUM
dem-4196	73	9	0.4868	0.4868	NUM
dem-4196	73	10	0.0456	0.0456	NUM
dem-4196	73	11	0.0976	0.0976	NUM
dem-4196	73	12	table	table	NOUN
dem-4196	73	13	5	5	NUM
dem-4196	73	14	.	.	PUNCT
dem-4196	74	1	values	value	NOUN
dem-4196	74	2	of	of	ADP
dem-4196	74	3	ki	ki	PROPN
dem-4196	74	4	for	for	ADP
dem-4196	74	5	m4s	m4s	PROPN
dem-4196	74	6	and	and	CCONJ
dem-4196	74	7	m4	m4	PROPN
dem-4196	74	8	k	k	PROPN
dem-4196	74	9	series	series	PROPN
dem-4196	74	10	1	1	NUM
dem-4196	74	11	2	2	NUM
dem-4196	74	12	3	3	NUM
dem-4196	74	13	4	4	NUM
dem-4196	74	14	5	5	NUM
dem-4196	74	15	6	6	NUM
dem-4196	74	16	7	7	NUM
dem-4196	74	17	8	8	NUM
dem-4196	74	18	9	9	NUM
dem-4196	74	19	10	10	NUM
dem-4196	74	20	m4s	m4s	NUM
dem-4196	74	21	0.1365	0.1365	NUM
dem-4196	74	22	0.2663	0.2663	NUM
dem-4196	74	23	0.1667	0.1667	NUM
dem-4196	74	24	0.0205	0.0205	NUM
dem-4196	74	25	0.1442	0.1442	NUM
dem-4196	74	26	0.1562	0.1562	NUM
dem-4196	74	27	0.1349	0.1349	NUM
dem-4196	74	28	0.2940	0.2940	NUM
dem-4196	74	29	0.1198	0.1198	NUM
dem-4196	74	30	0.6104	0.6104	NUM
dem-4196	74	31	0.1367	0.1367	NUM
dem-4196	74	32	0.2613	0.2613	NUM
dem-4196	74	33	0.1347	0.1347	NUM
dem-4196	74	34	0.2959	0.2959	NUM
dem-4196	74	35	0.1327	0.1327	NUM
dem-4196	74	36	0.3361	0.3361	NOUN
dem-4196	74	37	0.1435	0.1435	NUM
dem-4196	75	1	0.1641	0.1641	NUM
dem-4196	75	2	0.1464	0.1464	NUM
dem-4196	75	3	0.1303	0.1303	NUM
dem-4196	75	4	m4	m4	PROPN
dem-4196	75	5	0.1053	0.1053	NUM
dem-4196	75	6	0.0000	0.0000	NUM
dem-4196	75	7	0.0472	0.0472	NUM
dem-4196	75	8	0.0051	0.0051	NUM
dem-4196	75	9	0.0363	0.0363	NUM
dem-4196	75	10	0.3383	0.3383	NUM
dem-4196	75	11	0.0379	0.0379	NUM
dem-4196	75	12	0.2324	0.2324	NUM
dem-4196	75	13	0.0286	0.0286	NUM
dem-4196	75	14	0.9261	0.9261	NUM
dem-4196	75	15	0.0344	0.0344	NUM
dem-4196	75	16	0.5058	0.5058	NUM
dem-4196	75	17	0.0370	0.0370	NUM
dem-4196	75	18	0.2866	0.2866	NUM
dem-4196	75	19	0.0475	0.0475	NUM
dem-4196	75	20	0.0039	0.0039	NUM
dem-4196	75	21	0.0368	0.0368	NUM
dem-4196	75	22	0.3074	0.3074	NUM
dem-4196	75	23	0.0344	0.0344	NUM
dem-4196	75	24	0.5059	0.5059	NUM
dem-4196	75	25	6	6	NUM
dem-4196	75	26	bootstrap	bootstrap	NOUN
dem-4196	75	27	without	without	ADP
dem-4196	75	28	replacement	replacement	NOUN
dem-4196	75	29	(	(	PUNCT
dem-4196	75	30	i.e.	i.e.	X
dem-4196	75	31	permutation	permutation	NOUN
dem-4196	75	32	)	)	PUNCT
dem-4196	75	33	was	be	AUX
dem-4196	75	34	performed	perform	VERB
dem-4196	75	35	.	.	PUNCT
dem-4196	76	1	bootstrapped	bootstrappe	VERB
dem-4196	76	2	p	p	NOUN
dem-4196	76	3	-	-	PUNCT
dem-4196	76	4	values	value	NOUN
dem-4196	76	5	correspond	correspond	VERB
dem-4196	76	6	to	to	ADP
dem-4196	76	7	a	a	DET
dem-4196	76	8	one	one	NUM
dem-4196	76	9	-	-	PUNCT
dem-4196	76	10	sided	sided	ADJ
dem-4196	76	11	test	test	NOUN
dem-4196	76	12	.	.	PUNCT
dem-4196	77	1	7	7	NUM
dem-4196	77	2	in	in	ADP
dem-4196	77	3	this	this	DET
dem-4196	77	4	way	way	NOUN
dem-4196	77	5	,	,	PUNCT
dem-4196	77	6	for	for	ADP
dem-4196	77	7	each	each	PRON
dem-4196	77	8	of	of	ADP
dem-4196	77	9	the	the	DET
dem-4196	77	10	filtered	filter	VERB
dem-4196	77	11	series	series	NOUN
dem-4196	77	12	an	an	DET
dem-4196	77	13	expected	expect	VERB
dem-4196	77	14	distribution	distribution	NOUN
dem-4196	77	15	of	of	ADP
dem-4196	77	16	mi(1	mi(1	NOUN
dem-4196	77	17	)	)	PUNCT
dem-4196	77	18	(	(	PUNCT
dem-4196	77	19	i.e.	i.e.	X
dem-4196	77	20	the	the	DET
dem-4196	77	21	mi	mi	PROPN
dem-4196	77	22	measure	measure	NOUN
dem-4196	77	23	with	with	ADP
dem-4196	77	24	k=1	k=1	NOUN
dem-4196	77	25	)	)	PUNCT
dem-4196	77	26	was	be	AUX
dem-4196	77	27	determined	determine	VERB
dem-4196	77	28	.	.	PUNCT
dem-4196	78	1	next	next	ADV
dem-4196	78	2	,	,	PUNCT
dem-4196	78	3	this	this	DET
dem-4196	78	4	distribution	distribution	NOUN
dem-4196	78	5	has	have	AUX
dem-4196	78	6	led	lead	VERB
dem-4196	78	7	to	to	ADP
dem-4196	78	8	evaluation	evaluation	NOUN
dem-4196	78	9	of	of	ADP
dem-4196	78	10	the	the	DET
dem-4196	78	11	p	p	NOUN
dem-4196	78	12	-	-	PUNCT
dem-4196	78	13	value	value	NOUN
dem-4196	78	14	for	for	ADP
dem-4196	78	15	each	each	DET
dem-4196	78	16	k=1,2,	k=1,2,	NOUN
dem-4196	78	17	...	...	PUNCT
dem-4196	78	18	,10	,10	PUNCT
dem-4196	78	19	.	.	PUNCT
dem-4196	79	1	8	8	NUM
dem-4196	79	2	note	note	VERB
dem-4196	79	3	that	that	SCONJ
dem-4196	79	4	the	the	DET
dem-4196	79	5	rejection	rejection	NOUN
dem-4196	79	6	of	of	ADP
dem-4196	79	7	the	the	DET
dem-4196	79	8	null	null	NOUN
dem-4196	79	9	of	of	ADP
dem-4196	79	10	ki	ki	PROPN
dem-4196	79	11	insignificance	insignificance	NOUN
dem-4196	79	12	for	for	ADP
dem-4196	79	13	at	at	ADV
dem-4196	79	14	least	least	ADV
dem-4196	79	15	one	one	NUM
dem-4196	79	16	k=1,2,	k=1,2,	NOUN
dem-4196	79	17	...	...	PUNCT
dem-4196	79	18	,10	,10	PUNCT
dem-4196	79	19	implies	imply	VERB
dem-4196	79	20	the	the	DET
dem-4196	79	21	rejection	rejection	NOUN
dem-4196	79	22	of	of	ADP
dem-4196	79	23	the	the	DET
dem-4196	79	24	hypothesis	hypothesis	NOUN
dem-4196	79	25	of	of	ADP
dem-4196	79	26	serial	serial	ADJ
dem-4196	79	27	independence	independence	NOUN
dem-4196	79	28	.	.	PUNCT
dem-4196	80	1	therefore	therefore	ADV
dem-4196	80	2	,	,	PUNCT
dem-4196	80	3	adopting	adopt	VERB
dem-4196	80	4	the	the	DET
dem-4196	80	5	value	value	NOUN
dem-4196	80	6	0.005	0.005	NUM
dem-4196	80	7	for	for	ADP
dem-4196	80	8	each	each	DET
dem-4196	80	9	k	k	PROPN
dem-4196	80	10	implies	imply	VERB
dem-4196	80	11	that	that	SCONJ
dem-4196	80	12	the	the	DET
dem-4196	80	13	probability	probability	NOUN
dem-4196	80	14	for	for	ADP
dem-4196	80	15	a	a	DET
dem-4196	80	16	type	type	NOUN
dem-4196	80	17	i	i	PRON
dem-4196	80	18	error	error	NOUN
dem-4196	80	19	(	(	PUNCT
dem-4196	80	20	in	in	ADP
dem-4196	80	21	the	the	DET
dem-4196	80	22	test	test	NOUN
dem-4196	80	23	of	of	ADP
dem-4196	80	24	serial	serial	ADJ
dem-4196	80	25	independence	independence	NOUN
dem-4196	80	26	)	)	PUNCT
dem-4196	80	27	is	be	AUX
dem-4196	80	28	approximately	approximately	ADV
dem-4196	80	29	5	5	NUM
dem-4196	80	30	%	%	NOUN
dem-4196	80	31	.	.	PUNCT
dem-4196	81	1	witold	witold	ADJ
dem-4196	81	2	orzeszko	orzeszko	ADJ
dem-4196	81	3	102	102	NUM
dem-4196	81	4	table	table	NOUN
dem-4196	81	5	6	6	NUM
dem-4196	81	6	.	.	PUNCT
dem-4196	81	7	values	value	NOUN
dem-4196	81	8	of	of	ADP
dem-4196	81	9	ki	ki	PROPN
dem-4196	81	10	for	for	ADP
dem-4196	81	11	m5s	m5s	PRON
dem-4196	81	12	and	and	CCONJ
dem-4196	81	13	m5	m5	PROPN
dem-4196	81	14	k	k	PROPN
dem-4196	81	15	series	series	PROPN
dem-4196	81	16	1	1	NUM
dem-4196	81	17	2	2	NUM
dem-4196	81	18	3	3	NUM
dem-4196	81	19	4	4	NUM
dem-4196	81	20	5	5	NUM
dem-4196	81	21	6	6	NUM
dem-4196	81	22	7	7	NUM
dem-4196	81	23	8	8	NUM
dem-4196	81	24	9	9	NUM
dem-4196	81	25	10	10	NUM
dem-4196	81	26	m5s	m5s	NUM
dem-4196	82	1	1.4787	1.4787	NUM
dem-4196	82	2	0.0000	0.0000	NUM
dem-4196	82	3	1.1206	1.1206	NUM
dem-4196	82	4	0.0000	0.0000	NUM
dem-4196	82	5	0.9817	0.9817	NUM
dem-4196	82	6	0.0000	0.0000	NUM
dem-4196	82	7	0.8640	0.8640	NUM
dem-4196	82	8	0.0000	0.0000	NUM
dem-4196	82	9	0.7505	0.7505	NUM
dem-4196	82	10	0.0000	0.0000	NUM
dem-4196	82	11	0.6895	0.6895	NUM
dem-4196	82	12	0.0000	0.0000	NUM
dem-4196	82	13	0.6344	0.6344	NUM
dem-4196	82	14	0.0000	0.0000	NUM
dem-4196	82	15	0.6310	0.6310	NUM
dem-4196	82	16	0.0000	0.0000	NUM
dem-4196	82	17	0.6173	0.6173	NUM
dem-4196	82	18	0.0000	0.0000	NUM
dem-4196	82	19	0.6070	0.6070	NUM
dem-4196	82	20	0.0000	0.0000	NUM
dem-4196	82	21	m5s	m5s	NOUN
dem-4196	82	22	_	_	PRON
dem-4196	82	23	diff	diff	NOUN
dem-4196	82	24	0.1390	0.1390	NUM
dem-4196	83	1	0.5519	0.5519	NUM
dem-4196	83	2	0.1658	0.1658	NUM
dem-4196	83	3	0.1199	0.1199	NUM
dem-4196	83	4	0.1288	0.1288	NUM
dem-4196	83	5	0.7509	0.7509	NUM
dem-4196	83	6	0.1438	0.1438	NUM
dem-4196	83	7	0.4542	0.4542	NUM
dem-4196	83	8	0.1496	0.1496	NUM
dem-4196	83	9	0.3452	0.3452	NUM
dem-4196	83	10	0.2012	0.2012	NUM
dem-4196	83	11	0.0039	0.0039	NUM
dem-4196	83	12	0.1642	0.1642	NUM
dem-4196	83	13	0.1351	0.1351	NUM
dem-4196	83	14	0.1297	0.1297	NUM
dem-4196	83	15	0.7340	0.7340	NUM
dem-4196	83	16	0.1161	0.1161	NUM
dem-4196	83	17	0.9125	0.9125	NUM
dem-4196	83	18	0.1387	0.1387	NUM
dem-4196	83	19	0.5560	0.5560	NUM
dem-4196	83	20	m5s	m5s	PUNCT
dem-4196	83	21	_	_	PRON
dem-4196	83	22	diffma	diffma	NOUN
dem-4196	83	23	0.1224	0.1224	NUM
dem-4196	83	24	0.7971	0.7971	NUM
dem-4196	83	25	0.1584	0.1584	NUM
dem-4196	84	1	0.1595	0.1595	NUM
dem-4196	84	2	0.1225	0.1225	NUM
dem-4196	85	1	0.7942	0.7942	NUM
dem-4196	85	2	0.1242	0.1242	NUM
dem-4196	85	3	0.7668	0.7668	NUM
dem-4196	85	4	0.1444	0.1444	NUM
dem-4196	85	5	0.3745	0.3745	NUM
dem-4196	85	6	0.1391	0.1391	NUM
dem-4196	85	7	0.4816	0.4816	NUM
dem-4196	85	8	0.1624	0.1624	NUM
dem-4196	85	9	0.1193	0.1193	NUM
dem-4196	85	10	0.1510	0.1510	NUM
dem-4196	85	11	0.2584	0.2584	NUM
dem-4196	85	12	0.1495	0.1495	NUM
dem-4196	85	13	0.2821	0.2821	NUM
dem-4196	85	14	0.1474	0.1474	NUM
dem-4196	85	15	0.3179	0.3179	NUM
dem-4196	85	16	m5	m5	NOUN
dem-4196	85	17	1.7145	1.7145	NUM
dem-4196	85	18	0.0000	0.0000	NUM
dem-4196	85	19	1.3154	1.3154	NUM
dem-4196	85	20	0.0000	0.0000	NUM
dem-4196	85	21	1.0949	1.0949	NUM
dem-4196	85	22	0.0000	0.0000	NUM
dem-4196	85	23	0.9504	0.9504	NUM
dem-4196	85	24	0.0000	0.0000	NUM
dem-4196	85	25	0.8414	0.8414	NUM
dem-4196	85	26	0.0000	0.0000	NUM
dem-4196	85	27	0.7597	0.7597	NUM
dem-4196	85	28	0.0000	0.0000	NUM
dem-4196	85	29	0.6958	0.6958	NUM
dem-4196	85	30	0.0000	0.0000	NUM
dem-4196	85	31	0.6449	0.6449	NUM
dem-4196	85	32	0.0000	0.0000	NUM
dem-4196	85	33	0.5917	0.5917	NUM
dem-4196	85	34	0.0000	0.0000	NUM
dem-4196	85	35	0.5584	0.5584	NUM
dem-4196	85	36	0.0000	0.0000	NUM
dem-4196	85	37	m5arma	m5arma	NOUN
dem-4196	85	38	0.0422	0.0422	NUM
dem-4196	85	39	0.2714	0.2714	NUM
dem-4196	85	40	0.0375	0.0375	NUM
dem-4196	85	41	0.6530	0.6530	NUM
dem-4196	85	42	0.0417	0.0417	NUM
dem-4196	85	43	0.3103	0.3103	NUM
dem-4196	85	44	0.0412	0.0412	NUM
dem-4196	85	45	0.3438	0.3438	NUM
dem-4196	85	46	0.0355	0.0355	NUM
dem-4196	85	47	0.8012	0.8012	NUM
dem-4196	85	48	0.0396	0.0396	NUM
dem-4196	85	49	0.4685	0.4685	NUM
dem-4196	85	50	0.0419	0.0419	NUM
dem-4196	85	51	0.2963	0.2963	NUM
dem-4196	85	52	0.0486	0.0486	NUM
dem-4196	85	53	0.0398	0.0398	NUM
dem-4196	85	54	0.0434	0.0434	NUM
dem-4196	85	55	0.2030	0.2030	NUM
dem-4196	85	56	0.0397	0.0397	NUM
dem-4196	85	57	0.4640	0.4640	NUM
dem-4196	85	58	in	in	ADP
dem-4196	85	59	tables	table	NOUN
dem-4196	85	60	7	7	NUM
dem-4196	85	61	-	-	SYM
dem-4196	85	62	8	8	NUM
dem-4196	85	63	the	the	DET
dem-4196	85	64	results	result	NOUN
dem-4196	85	65	of	of	ADP
dem-4196	85	66	nonlinearity	nonlinearity	NOUN
dem-4196	85	67	detection	detection	NOUN
dem-4196	85	68	carried	carry	VERB
dem-4196	85	69	out	out	ADP
dem-4196	85	70	by	by	ADP
dem-4196	85	71	the	the	DET
dem-4196	85	72	mi	mi	PROPN
dem-4196	85	73	measure	measure	NOUN
dem-4196	85	74	are	be	AUX
dem-4196	85	75	summarized	summarize	VERB
dem-4196	85	76	.	.	PUNCT
dem-4196	86	1	table	table	NOUN
dem-4196	86	2	7	7	NUM
dem-4196	86	3	.	.	PUNCT
dem-4196	87	1	results	result	NOUN
dem-4196	87	2	of	of	ADP
dem-4196	87	3	nonlinearity	nonlinearity	NOUN
dem-4196	87	4	detection	detection	NOUN
dem-4196	87	5	for	for	ADP
dem-4196	87	6	the	the	DET
dem-4196	87	7	long	long	ADJ
dem-4196	87	8	series	series	PROPN
dem-4196	87	9	series	series	PROPN
dem-4196	87	10	serial	serial	PROPN
dem-4196	87	11	dependencies	dependency	NOUN
dem-4196	87	12	nonlinearity	nonlinearity	NOUN
dem-4196	87	13	m1	m1	NOUN
dem-4196	88	1	yes	yes	INTJ
dem-4196	89	1	yes	yes	INTJ
dem-4196	89	2	m2	m2	PROPN
dem-4196	90	1	yes	yes	INTJ
dem-4196	90	2	yes	yes	INTJ
dem-4196	91	1	m3	m3	PROPN
dem-4196	92	1	yes	yes	INTJ
dem-4196	92	2	yes	yes	INTJ
dem-4196	92	3	m4	m4	VERB
dem-4196	93	1	yes	yes	INTJ
dem-4196	93	2	yes	yes	INTJ
dem-4196	94	1	m5	m5	NOUN
dem-4196	94	2	yes	yes	INTJ
dem-4196	94	3	no	no	DET
dem-4196	94	4	table	table	NOUN
dem-4196	94	5	8	8	NUM
dem-4196	94	6	.	.	PUNCT
dem-4196	94	7	results	result	NOUN
dem-4196	94	8	of	of	ADP
dem-4196	94	9	nonlinearity	nonlinearity	NOUN
dem-4196	94	10	detection	detection	NOUN
dem-4196	94	11	for	for	ADP
dem-4196	94	12	the	the	DET
dem-4196	94	13	short	short	ADJ
dem-4196	94	14	series	series	PROPN
dem-4196	94	15	series	series	PROPN
dem-4196	94	16	serial	serial	PROPN
dem-4196	94	17	dependencies	dependency	NOUN
dem-4196	94	18	nonlinearity	nonlinearity	NOUN
dem-4196	94	19	m1s	m1s	PROPN
dem-4196	95	1	yes	yes	INTJ
dem-4196	95	2	yes	yes	INTJ
dem-4196	96	1	m2s	m2s	NOUN
dem-4196	97	1	yes	yes	INTJ
dem-4196	97	2	yes	yes	INTJ
dem-4196	98	1	m3s	m3	NOUN
dem-4196	98	2	no	no	INTJ
dem-4196	99	1	no	no	INTJ
dem-4196	99	2	m4s	m4s	PROPN
dem-4196	99	3	no	no	INTJ
dem-4196	99	4	no	no	DET
dem-4196	99	5	m5s	m5s	NOUN
dem-4196	99	6	_	_	PRON
dem-4196	99	7	diff	diff	NOUN
dem-4196	100	1	yes	yes	INTJ
dem-4196	100	2	no	no	INTJ
dem-4196	100	3	as	as	SCONJ
dem-4196	100	4	it	it	PRON
dem-4196	100	5	is	be	AUX
dem-4196	100	6	clearly	clearly	ADV
dem-4196	100	7	seen	see	VERB
dem-4196	100	8	,	,	PUNCT
dem-4196	100	9	the	the	DET
dem-4196	100	10	mi	mi	PROPN
dem-4196	100	11	measure	measure	NOUN
dem-4196	100	12	correctly	correctly	ADV
dem-4196	100	13	identified	identify	VERB
dem-4196	100	14	each	each	PRON
dem-4196	100	15	of	of	ADP
dem-4196	100	16	the	the	DET
dem-4196	100	17	investigated	investigate	VERB
dem-4196	100	18	long	long	ADJ
dem-4196	100	19	series	series	NOUN
dem-4196	100	20	.	.	PUNCT
dem-4196	101	1	in	in	ADP
dem-4196	101	2	an	an	DET
dem-4196	101	3	application	application	NOUN
dem-4196	101	4	to	to	ADP
dem-4196	101	5	the	the	DET
dem-4196	101	6	short	short	ADJ
dem-4196	101	7	series	series	NOUN
dem-4196	101	8	it	it	PRON
dem-4196	101	9	led	lead	VERB
dem-4196	101	10	to	to	ADP
dem-4196	101	11	erroneous	erroneous	ADJ
dem-4196	101	12	conclusions	conclusion	NOUN
dem-4196	101	13	in	in	ADP
dem-4196	101	14	the	the	DET
dem-4196	101	15	case	case	NOUN
dem-4196	101	16	of	of	ADP
dem-4196	101	17	m3s	m3s	PROPN
dem-4196	101	18	and	and	CCONJ
dem-4196	101	19	m4s	m4s	PROPN
dem-4196	101	20	.	.	PUNCT
dem-4196	102	1	the	the	DET
dem-4196	102	2	obtained	obtain	VERB
dem-4196	102	3	result	result	NOUN
dem-4196	102	4	is	be	AUX
dem-4196	102	5	consistent	consistent	ADJ
dem-4196	102	6	with	with	ADP
dem-4196	102	7	studies	study	NOUN
dem-4196	102	8	by	by	ADP
dem-4196	102	9	other	other	ADJ
dem-4196	102	10	authors	author	NOUN
dem-4196	102	11	,	,	PUNCT
dem-4196	102	12	i.e.	i.e.	X
dem-4196	102	13	it	it	PRON
dem-4196	102	14	indicates	indicate	VERB
dem-4196	102	15	that	that	SCONJ
dem-4196	102	16	histogram	histogram	NOUN
dem-4196	102	17	-	-	PUNCT
dem-4196	102	18	based	base	VERB
dem-4196	102	19	estimators	estimator	NOUN
dem-4196	102	20	may	may	AUX
dem-4196	102	21	be	be	AUX
dem-4196	102	22	unreliable	unreliable	ADJ
dem-4196	102	23	in	in	ADP
dem-4196	102	24	a	a	DET
dem-4196	102	25	case	case	NOUN
dem-4196	102	26	of	of	ADP
dem-4196	102	27	a	a	DET
dem-4196	102	28	small	small	ADJ
dem-4196	102	29	number	number	NOUN
dem-4196	102	30	of	of	ADP
dem-4196	102	31	observations	observation	NOUN
dem-4196	102	32	(	(	PUNCT
dem-4196	102	33	e.g.	e.g.	ADV
dem-4196	102	34	dionisio	dionisio	PROPN
dem-4196	102	35	,	,	PUNCT
dem-4196	102	36	menezes	menezes	PROPN
dem-4196	102	37	,	,	PUNCT
dem-4196	102	38	mendes	mende	NOUN
dem-4196	102	39	,	,	PUNCT
dem-4196	102	40	2003	2003	NUM
dem-4196	102	41	)	)	PUNCT
dem-4196	102	42	.	.	PUNCT
dem-4196	103	1	3.2	3.2	NUM
dem-4196	103	2	.	.	PUNCT
dem-4196	104	1	stock	stock	NOUN
dem-4196	104	2	market	market	NOUN
dem-4196	104	3	indices	index	NOUN
dem-4196	104	4	in	in	ADP
dem-4196	104	5	this	this	DET
dem-4196	104	6	section	section	NOUN
dem-4196	104	7	the	the	DET
dem-4196	104	8	indices	index	NOUN
dem-4196	104	9	and	and	CCONJ
dem-4196	104	10	the	the	DET
dem-4196	104	11	sector	sector	NOUN
dem-4196	104	12	sub	sub	NOUN
dem-4196	104	13	-	-	NOUN
dem-4196	104	14	indices	index	NOUN
dem-4196	104	15	of	of	ADP
dem-4196	104	16	the	the	DET
dem-4196	104	17	warsaw	warsaw	PROPN
dem-4196	104	18	stock	stock	PROPN
dem-4196	104	19	exchange	exchange	PROPN
dem-4196	104	20	from	from	ADP
dem-4196	104	21	2.01.2001–15.04.2009	2.01.2001–15.04.2009	NUM
dem-4196	104	22	(	(	PUNCT
dem-4196	104	23	2078	2078	NUM
dem-4196	104	24	observations	observation	NOUN
dem-4196	104	25	)	)	PUNCT
dem-4196	104	26	were	be	AUX
dem-4196	104	27	analyzed	analyze	VERB
dem-4196	104	28	.	.	PUNCT
dem-4196	105	1	for	for	ADP
dem-4196	105	2	the	the	DET
dem-4196	105	3	each	each	DET
dem-4196	105	4	index	index	NOUN
dem-4196	105	5	,	,	PUNCT
dem-4196	105	6	the	the	DET
dem-4196	105	7	three	three	NUM
dem-4196	105	8	time	time	NOUN
dem-4196	105	9	series	series	NOUN
dem-4196	105	10	were	be	AUX
dem-4196	105	11	investigated	investigate	VERB
dem-4196	105	12	:	:	PUNCT
dem-4196	105	13	daily	daily	ADJ
dem-4196	105	14	log	log	NOUN
dem-4196	105	15	returns	return	NOUN
dem-4196	105	16	,	,	PUNCT
dem-4196	105	17	residuals	residual	NOUN
dem-4196	105	18	from	from	ADP
dem-4196	105	19	their	their	PRON
dem-4196	105	20	arma	arma	NOUN
dem-4196	105	21	and	and	CCONJ
dem-4196	105	22	arma	arma	ADJ
dem-4196	105	23	-	-	PUNCT
dem-4196	105	24	garch	garch	NOUN
dem-4196	105	25	models	model	NOUN
dem-4196	105	26	.	.	PUNCT
dem-4196	106	1	investigation	investigation	NOUN
dem-4196	106	2	of	of	ADP
dem-4196	106	3	the	the	DET
dem-4196	106	4	residuals	residual	NOUN
dem-4196	106	5	from	from	ADP
dem-4196	106	6	the	the	DET
dem-4196	106	7	arma	arma	PROPN
dem-4196	106	8	model	model	NOUN
dem-4196	106	9	gives	give	VERB
dem-4196	106	10	information	information	NOUN
dem-4196	106	11	,	,	PUNCT
dem-4196	106	12	if	if	SCONJ
dem-4196	106	13	dependencies	dependency	NOUN
dem-4196	106	14	are	be	AUX
dem-4196	106	15	nonlinear	nonlinear	ADJ
dem-4196	106	16	.	.	PUNCT
dem-4196	107	1	if	if	SCONJ
dem-4196	107	2	so	so	ADV
dem-4196	107	3	,	,	PUNCT
dem-4196	107	4	the	the	DET
dem-4196	107	5	standardized	standardized	ADJ
dem-4196	107	6	residuals	residual	NOUN
dem-4196	107	7	from	from	ADP
dem-4196	107	8	the	the	DET
dem-4196	107	9	arma	arma	ADJ
dem-4196	107	10	-	-	PUNCT
dem-4196	107	11	garch	garch	NOUN
dem-4196	107	12	model	model	NOUN
dem-4196	107	13	were	be	AUX
dem-4196	107	14	anameasuring	anameasure	VERB
dem-4196	107	15	nonlinear	nonlinear	ADJ
dem-4196	107	16	serial	serial	ADJ
dem-4196	107	17	dependencies	dependency	NOUN
dem-4196	107	18	using	use	VERB
dem-4196	107	19	the	the	DET
dem-4196	107	20	mutual	mutual	ADJ
dem-4196	107	21	information	information	NOUN
dem-4196	107	22	coefficient	coefficient	NOUN
dem-4196	107	23	103	103	NUM
dem-4196	107	24	lyzed	lyze	VERB
dem-4196	107	25	,	,	PUNCT
dem-4196	107	26	to	to	PART
dem-4196	107	27	verify	verify	VERB
dem-4196	107	28	if	if	SCONJ
dem-4196	107	29	this	this	DET
dem-4196	107	30	class	class	NOUN
dem-4196	107	31	of	of	ADP
dem-4196	107	32	processes	process	NOUN
dem-4196	107	33	can	can	AUX
dem-4196	107	34	capture	capture	VERB
dem-4196	107	35	nonlinear	nonlinear	ADJ
dem-4196	107	36	dynamics	dynamic	NOUN
dem-4196	107	37	found	find	VERB
dem-4196	107	38	in	in	ADP
dem-4196	107	39	the	the	DET
dem-4196	107	40	investigated	investigated	ADJ
dem-4196	107	41	data9	data9	NOUN
dem-4196	107	42	.	.	PUNCT
dem-4196	108	1	the	the	DET
dem-4196	108	2	results	result	NOUN
dem-4196	108	3	of	of	ADP
dem-4196	108	4	this	this	DET
dem-4196	108	5	analysis	analysis	NOUN
dem-4196	108	6	are	be	AUX
dem-4196	108	7	presented	present	VERB
dem-4196	108	8	in	in	ADP
dem-4196	108	9	tables	table	NOUN
dem-4196	108	10	9	9	NUM
dem-4196	108	11	-	-	SYM
dem-4196	108	12	20	20	NUM
dem-4196	108	13	.	.	PUNCT
dem-4196	109	1	table	table	NOUN
dem-4196	109	2	9	9	NUM
dem-4196	109	3	.	.	PUNCT
dem-4196	110	1	values	value	NOUN
dem-4196	110	2	of	of	ADP
dem-4196	110	3	ki	ki	PROPN
dem-4196	110	4	for	for	ADP
dem-4196	110	5	the	the	DET
dem-4196	110	6	wig	wig	NOUN
dem-4196	110	7	index	index	NOUN
dem-4196	110	8	k	k	PROPN
dem-4196	110	9	series	series	PROPN
dem-4196	110	10	1	1	NUM
dem-4196	110	11	2	2	NUM
dem-4196	110	12	3	3	NUM
dem-4196	110	13	4	4	NUM
dem-4196	110	14	5	5	NUM
dem-4196	110	15	6	6	NUM
dem-4196	110	16	7	7	NUM
dem-4196	110	17	8	8	NUM
dem-4196	110	18	9	9	NUM
dem-4196	110	19	10	10	NUM
dem-4196	110	20	log	log	NOUN
dem-4196	110	21	returns	return	NOUN
dem-4196	110	22	0.0458	0.0458	NUM
dem-4196	110	23	0.0000	0.0000	NUM
dem-4196	110	24	0.0444	0.0444	NUM
dem-4196	110	25	0.0003	0.0003	NUM
dem-4196	110	26	0.0605	0.0605	NUM
dem-4196	110	27	0.0000	0.0000	NUM
dem-4196	110	28	0.0612	0.0612	NUM
dem-4196	110	29	0.0000	0.0000	NUM
dem-4196	110	30	0.0486	0.0486	NUM
dem-4196	110	31	0.0000	0.0000	NUM
dem-4196	110	32	0.0518	0.0518	NUM
dem-4196	110	33	0.0000	0.0000	NUM
dem-4196	110	34	0.0350	0.0350	NUM
dem-4196	110	35	0.0338	0.0338	NUM
dem-4196	110	36	0.0365	0.0365	NUM
dem-4196	110	37	0.0153	0.0153	NUM
dem-4196	110	38	0.0522	0.0522	NUM
dem-4196	110	39	0.0000	0.0000	NUM
dem-4196	110	40	0.0559	0.0559	NUM
dem-4196	110	41	0.0000	0.0000	NUM
dem-4196	110	42	ma(1	ma(1	NOUN
dem-4196	110	43	)	)	PUNCT
dem-4196	110	44	0.0412	0.0412	NUM
dem-4196	111	1	0.0010	0.0010	NUM
dem-4196	111	2	0.0455	0.0455	NUM
dem-4196	111	3	0.0000	0.0000	NUM
dem-4196	111	4	0.0549	0.0549	NUM
dem-4196	111	5	0.0000	0.0000	NUM
dem-4196	111	6	0.0632	0.0632	NUM
dem-4196	111	7	0.0000	0.0000	NUM
dem-4196	111	8	0.0427	0.0427	NUM
dem-4196	111	9	0.0002	0.0002	NUM
dem-4196	111	10	0.0500	0.0500	NUM
dem-4196	111	11	0.0000	0.0000	NUM
dem-4196	111	12	0.0379	0.0379	NUM
dem-4196	111	13	0.0074	0.0074	NUM
dem-4196	111	14	0.0313	0.0313	NUM
dem-4196	111	15	0.1530	0.1530	NUM
dem-4196	111	16	0.0552	0.0552	NUM
dem-4196	111	17	0.0000	0.0000	NUM
dem-4196	111	18	0.0566	0.0566	NUM
dem-4196	111	19	0.0000	0.0000	NUM
dem-4196	111	20	ma(1)garch(3,1	ma(1)garch(3,1	NOUN
dem-4196	111	21	)	)	PUNCT
dem-4196	112	1	0.0458	0.0458	NUM
dem-4196	112	2	0.0225	0.0225	NUM
dem-4196	113	1	0.0498	0.0498	NUM
dem-4196	113	2	0.0033	0.0033	NUM
dem-4196	113	3	0.0336	0.0336	NUM
dem-4196	113	4	0.7074	0.7074	NUM
dem-4196	113	5	0.0395	0.0395	NUM
dem-4196	113	6	0.2254	0.2254	NUM
dem-4196	113	7	0.0359	0.0359	NUM
dem-4196	113	8	0.5142	0.5142	NUM
dem-4196	113	9	0.0306	0.0306	NUM
dem-4196	113	10	0.8964	0.8964	NUM
dem-4196	113	11	0.0302	0.0302	NUM
dem-4196	113	12	0.9124	0.9124	NUM
dem-4196	113	13	0.0352	0.0352	NUM
dem-4196	113	14	0.5738	0.5738	NUM
dem-4196	113	15	0.0328	0.0328	NUM
dem-4196	113	16	0.7700	0.7700	NUM
dem-4196	113	17	0.0309	0.0309	NUM
dem-4196	113	18	0.8823	0.8823	NUM
dem-4196	113	19	table	table	NOUN
dem-4196	113	20	10	10	NUM
dem-4196	113	21	.	.	PUNCT
dem-4196	114	1	values	value	NOUN
dem-4196	114	2	of	of	ADP
dem-4196	114	3	ki	ki	PROPN
dem-4196	114	4	for	for	ADP
dem-4196	114	5	the	the	DET
dem-4196	114	6	wig20	wig20	PROPN
dem-4196	114	7	index	index	NOUN
dem-4196	114	8	k	k	PROPN
dem-4196	114	9	series	series	PROPN
dem-4196	114	10	1	1	NUM
dem-4196	114	11	2	2	NUM
dem-4196	114	12	3	3	NUM
dem-4196	114	13	4	4	NUM
dem-4196	114	14	5	5	NUM
dem-4196	114	15	6	6	NUM
dem-4196	114	16	7	7	NUM
dem-4196	114	17	8	8	NUM
dem-4196	114	18	9	9	NUM
dem-4196	114	19	10	10	NUM
dem-4196	114	20	log	log	NOUN
dem-4196	114	21	returns	return	NOUN
dem-4196	114	22	0.0514	0.0514	NUM
dem-4196	114	23	0.0000	0.0000	NUM
dem-4196	114	24	0.0415	0.0415	NUM
dem-4196	114	25	0.0106	0.0106	NUM
dem-4196	114	26	0.0577	0.0577	NUM
dem-4196	114	27	0.0000	0.0000	NUM
dem-4196	115	1	0.0690	0.0690	NUM
dem-4196	115	2	0.0000	0.0000	NUM
dem-4196	115	3	0.0489	0.0489	NUM
dem-4196	115	4	0.0002	0.0002	NUM
dem-4196	115	5	0.0509	0.0509	NUM
dem-4196	115	6	0.0000	0.0000	NUM
dem-4196	115	7	0.0388	0.0388	NUM
dem-4196	115	8	0.0381	0.0381	NUM
dem-4196	115	9	0.0388	0.0388	NUM
dem-4196	115	10	0.0373	0.0373	NUM
dem-4196	115	11	0.0438	0.0438	NUM
dem-4196	115	12	0.0029	0.0029	NUM
dem-4196	115	13	0.0537	0.0537	NUM
dem-4196	115	14	0.0000	0.0000	NUM
dem-4196	115	15	ma(1	ma(1	NOUN
dem-4196	115	16	)	)	PUNCT
dem-4196	115	17	0.0456	0.0456	NUM
dem-4196	115	18	0.0011	0.0011	NUM
dem-4196	115	19	0.0471	0.0471	NUM
dem-4196	115	20	0.0006	0.0006	NUM
dem-4196	115	21	0.0579	0.0579	NUM
dem-4196	115	22	0.0000	0.0000	NUM
dem-4196	115	23	0.0687	0.0687	NUM
dem-4196	115	24	0.0000	0.0000	NUM
dem-4196	115	25	0.0506	0.0506	NUM
dem-4196	115	26	0.0001	0.0001	NUM
dem-4196	115	27	0.0510	0.0510	NUM
dem-4196	115	28	0.0001	0.0001	NUM
dem-4196	115	29	0.0402	0.0402	NUM
dem-4196	115	30	0.0187	0.0187	NUM
dem-4196	115	31	0.0458	0.0458	NUM
dem-4196	115	32	0.0009	0.0009	NUM
dem-4196	115	33	0.0439	0.0439	NUM
dem-4196	115	34	0.0028	0.0028	NUM
dem-4196	115	35	0.0545	0.0545	NUM
dem-4196	115	36	0.0000	0.0000	NUM
dem-4196	115	37	ma(1)garch(3,1	ma(1)garch(3,1	NOUN
dem-4196	115	38	)	)	PUNCT
dem-4196	116	1	0.0441	0.0441	NUM
dem-4196	116	2	0.0410	0.0410	NUM
dem-4196	116	3	0.0457	0.0457	NUM
dem-4196	116	4	0.0222	0.0222	NUM
dem-4196	116	5	0.0337	0.0337	NUM
dem-4196	116	6	0.6723	0.6723	NUM
dem-4196	116	7	0.0382	0.0382	NUM
dem-4196	116	8	0.2962	0.2962	NUM
dem-4196	116	9	0.0311	0.0311	NUM
dem-4196	117	1	0.8499	0.8499	NUM
dem-4196	117	2	0.0333	0.0333	NUM
dem-4196	117	3	0.6978	0.6978	NUM
dem-4196	117	4	0.0307	0.0307	NUM
dem-4196	117	5	0.8683	0.8683	NUM
dem-4196	117	6	0.0384	0.0384	NUM
dem-4196	117	7	0.2806	0.2806	NUM
dem-4196	117	8	0.0303	0.0303	NUM
dem-4196	117	9	0.8867	0.8867	NUM
dem-4196	117	10	0.0272	0.0272	NUM
dem-4196	117	11	0.9756	0.9756	NUM
dem-4196	117	12	table	table	NOUN
dem-4196	117	13	11	11	NUM
dem-4196	117	14	.	.	PUNCT
dem-4196	118	1	values	value	NOUN
dem-4196	118	2	of	of	ADP
dem-4196	118	3	ki	ki	PROPN
dem-4196	118	4	for	for	ADP
dem-4196	118	5	the	the	DET
dem-4196	118	6	mwig40	mwig40	NOUN
dem-4196	118	7	index	index	PROPN
dem-4196	118	8	k	k	PROPN
dem-4196	118	9	series	series	PROPN
dem-4196	118	10	1	1	NUM
dem-4196	118	11	2	2	NUM
dem-4196	118	12	3	3	NUM
dem-4196	118	13	4	4	NUM
dem-4196	118	14	5	5	NUM
dem-4196	118	15	6	6	NUM
dem-4196	118	16	7	7	NUM
dem-4196	118	17	8	8	NUM
dem-4196	118	18	9	9	NUM
dem-4196	118	19	10	10	NUM
dem-4196	118	20	log	log	NOUN
dem-4196	118	21	returns	return	NOUN
dem-4196	119	1	0.0728	0.0728	NUM
dem-4196	119	2	0.0000	0.0000	NUM
dem-4196	119	3	0.0508	0.0508	NUM
dem-4196	119	4	0.0000	0.0000	NUM
dem-4196	119	5	0.0630	0.0630	NUM
dem-4196	119	6	0.0000	0.0000	NUM
dem-4196	119	7	0.0603	0.0603	NUM
dem-4196	119	8	0.0000	0.0000	NUM
dem-4196	119	9	0.0545	0.0545	NUM
dem-4196	119	10	0.0000	0.0000	NUM
dem-4196	119	11	0.0660	0.0660	NUM
dem-4196	119	12	0.0000	0.0000	NUM
dem-4196	119	13	0.0508	0.0508	NUM
dem-4196	119	14	0.0000	0.0000	NUM
dem-4196	119	15	0.0343	0.0343	NUM
dem-4196	119	16	0.0058	0.0058	NUM
dem-4196	119	17	0.0397	0.0397	NUM
dem-4196	119	18	0.0002	0.0002	NUM
dem-4196	119	19	0.0428	0.0428	NUM
dem-4196	119	20	0.0000	0.0000	NUM
dem-4196	119	21	ar(3	ar(3	NOUN
dem-4196	119	22	)	)	PUNCT
dem-4196	119	23	0.0511	0.0511	NOUN
dem-4196	120	1	0.0000	0.0000	NUM
dem-4196	120	2	0.0458	0.0458	NUM
dem-4196	120	3	0.0000	0.0000	NUM
dem-4196	120	4	0.0539	0.0539	NUM
dem-4196	120	5	0.0000	0.0000	NUM
dem-4196	120	6	0.0569	0.0569	NUM
dem-4196	120	7	0.0000	0.0000	NUM
dem-4196	120	8	0.0508	0.0508	NUM
dem-4196	120	9	0.0000	0.0000	NUM
dem-4196	120	10	0.0462	0.0462	NUM
dem-4196	120	11	0.0000	0.0000	NUM
dem-4196	121	1	0.0465	0.0465	NUM
dem-4196	121	2	0.0000	0.0000	NUM
dem-4196	121	3	0.0376	0.0376	NUM
dem-4196	121	4	0.0002	0.0002	NUM
dem-4196	121	5	0.0379	0.0379	NUM
dem-4196	121	6	0.0002	0.0002	NUM
dem-4196	121	7	0.0460	0.0460	NUM
dem-4196	121	8	0.0000	0.0000	NUM
dem-4196	121	9	ar(3)garch(1,2	ar(3)garch(1,2	ADJ
dem-4196	121	10	)	)	PUNCT
dem-4196	122	1	0.0340	0.0340	NUM
dem-4196	122	2	0.0964	0.0964	NUM
dem-4196	122	3	0.0301	0.0301	NUM
dem-4196	122	4	0.3434	0.3434	NUM
dem-4196	122	5	0.0278	0.0278	NUM
dem-4196	122	6	0.5657	0.5657	NUM
dem-4196	122	7	0.0404	0.0404	NUM
dem-4196	122	8	0.0039	0.0039	NUM
dem-4196	122	9	0.0264	0.0264	NUM
dem-4196	122	10	0.6980	0.6980	NUM
dem-4196	122	11	0.0377	0.0377	NUM
dem-4196	122	12	0.0182	0.0182	NUM
dem-4196	122	13	0.0250	0.0250	NUM
dem-4196	123	1	0.8188	0.8188	NUM
dem-4196	123	2	0.0309	0.0309	NUM
dem-4196	123	3	0.2750	0.2750	NUM
dem-4196	123	4	0.0283	0.0283	NUM
dem-4196	123	5	0.5131	0.5131	NUM
dem-4196	123	6	0.0295	0.0295	NUM
dem-4196	123	7	0.3955	0.3955	NUM
dem-4196	123	8	table	table	NOUN
dem-4196	123	9	12	12	NUM
dem-4196	123	10	.	.	PUNCT
dem-4196	124	1	values	value	NOUN
dem-4196	124	2	of	of	ADP
dem-4196	124	3	ki	ki	PROPN
dem-4196	124	4	for	for	ADP
dem-4196	124	5	the	the	DET
dem-4196	124	6	swig80	swig80	NOUN
dem-4196	124	7	index	index	PROPN
dem-4196	124	8	k	k	PROPN
dem-4196	124	9	series	series	PROPN
dem-4196	124	10	1	1	NUM
dem-4196	124	11	2	2	NUM
dem-4196	124	12	3	3	NUM
dem-4196	124	13	4	4	NUM
dem-4196	124	14	5	5	NUM
dem-4196	124	15	6	6	NUM
dem-4196	124	16	7	7	NUM
dem-4196	124	17	8	8	NUM
dem-4196	124	18	9	9	NUM
dem-4196	124	19	10	10	NUM
dem-4196	124	20	log	log	NOUN
dem-4196	124	21	returns	return	NOUN
dem-4196	124	22	0.0911	0.0911	NUM
dem-4196	124	23	0.0000	0.0000	NUM
dem-4196	125	1	0.0551	0.0551	NUM
dem-4196	125	2	0.0000	0.0000	NUM
dem-4196	125	3	0.0680	0.0680	NUM
dem-4196	125	4	0.0000	0.0000	NUM
dem-4196	125	5	0.0579	0.0579	NUM
dem-4196	125	6	0.0000	0.0000	NUM
dem-4196	126	1	0.0597	0.0597	NUM
dem-4196	126	2	0.0000	0.0000	NUM
dem-4196	126	3	0.0546	0.0546	NUM
dem-4196	126	4	0.0000	0.0000	NUM
dem-4196	126	5	0.0498	0.0498	NUM
dem-4196	126	6	0.0000	0.0000	NUM
dem-4196	126	7	0.0416	0.0416	NUM
dem-4196	126	8	0.0014	0.0014	NUM
dem-4196	126	9	0.0440	0.0440	NUM
dem-4196	126	10	0.0003	0.0003	NUM
dem-4196	126	11	0.0426	0.0426	NUM
dem-4196	126	12	0.0006	0.0006	NUM
dem-4196	126	13	arma(1.2	arma(1.2	NOUN
dem-4196	126	14	)	)	PUNCT
dem-4196	126	15	0.0478	0.0478	NUM
dem-4196	126	16	0.0000	0.0000	NUM
dem-4196	126	17	0.0386	0.0386	NUM
dem-4196	126	18	0.0031	0.0031	NUM
dem-4196	126	19	0.0538	0.0538	NUM
dem-4196	126	20	0.0000	0.0000	NUM
dem-4196	126	21	0.0502	0.0502	NUM
dem-4196	127	1	0.0000	0.0000	NUM
dem-4196	127	2	0.0397	0.0397	NUM
dem-4196	127	3	0.0020	0.0020	NUM
dem-4196	127	4	0.0479	0.0479	NUM
dem-4196	127	5	0.0000	0.0000	NUM
dem-4196	127	6	0.0371	0.0371	NUM
dem-4196	127	7	0.0074	0.0074	NUM
dem-4196	127	8	0.0340	0.0340	NUM
dem-4196	127	9	0.0349	0.0349	NUM
dem-4196	127	10	0.0369	0.0369	NUM
dem-4196	127	11	0.0083	0.0083	NUM
dem-4196	127	12	0.0376	0.0376	NUM
dem-4196	127	13	0.0056	0.0056	NUM
dem-4196	127	14	arma(1,2	arma(1,2	ADJ
dem-4196	127	15	)	)	PUNCT
dem-4196	127	16	garch(1,1	garch(1,1	NOUN
dem-4196	127	17	)	)	PUNCT
dem-4196	127	18	0.0268	0.0268	NUM
dem-4196	128	1	0.7878	0.7878	NUM
dem-4196	128	2	0.0300	0.0300	NUM
dem-4196	128	3	0.5014	0.5014	NUM
dem-4196	128	4	0.0367	0.0367	NUM
dem-4196	128	5	0.0616	0.0616	NUM
dem-4196	128	6	0.0282	0.0282	NUM
dem-4196	129	1	0.6646	0.6646	NUM
dem-4196	129	2	0.0258	0.0258	NUM
dem-4196	129	3	0.8545	0.8545	NUM
dem-4196	129	4	0.0345	0.0345	NUM
dem-4196	129	5	0.1451	0.1451	NUM
dem-4196	129	6	0.0255	0.0255	NUM
dem-4196	129	7	0.8722	0.8722	NUM
dem-4196	129	8	0.0295	0.0295	NUM
dem-4196	129	9	0.5471	0.5471	NUM
dem-4196	129	10	0.0278	0.0278	NUM
dem-4196	129	11	0.7014	0.7014	NUM
dem-4196	130	1	0.0309	0.0309	NUM
dem-4196	130	2	0.4072	0.4072	NUM
dem-4196	130	3	9	9	NUM
dem-4196	130	4	the	the	DET
dem-4196	130	5	fit	fit	NOUN
dem-4196	130	6	of	of	ADP
dem-4196	130	7	all	all	DET
dem-4196	130	8	estimated	estimate	VERB
dem-4196	130	9	models	model	NOUN
dem-4196	130	10	was	be	AUX
dem-4196	130	11	positively	positively	ADV
dem-4196	130	12	verified	verify	VERB
dem-4196	130	13	using	use	VERB
dem-4196	130	14	the	the	DET
dem-4196	130	15	box	box	NOUN
dem-4196	130	16	-	-	PUNCT
dem-4196	130	17	ljung	ljung	PROPN
dem-4196	130	18	and	and	CCONJ
dem-4196	130	19	the	the	DET
dem-4196	130	20	engle	engle	NOUN
dem-4196	130	21	tests	test	NOUN
dem-4196	130	22	.	.	PUNCT
dem-4196	131	1	table	table	NOUN
dem-4196	131	2	13	13	NUM
dem-4196	131	3	.	.	PUNCT
dem-4196	132	1	values	value	NOUN
dem-4196	132	2	of	of	ADP
dem-4196	132	3	ki	ki	PROPN
dem-4196	132	4	for	for	ADP
dem-4196	132	5	the	the	DET
dem-4196	132	6	wig	wig	NOUN
dem-4196	132	7	-	-	PUNCT
dem-4196	132	8	banking	banking	NOUN
dem-4196	132	9	index	index	NOUN
dem-4196	132	10	k	k	PROPN
dem-4196	132	11	series	series	PROPN
dem-4196	132	12	1	1	NUM
dem-4196	132	13	2	2	NUM
dem-4196	132	14	3	3	NUM
dem-4196	132	15	4	4	NUM
dem-4196	132	16	5	5	NUM
dem-4196	132	17	6	6	NUM
dem-4196	132	18	7	7	NUM
dem-4196	132	19	8	8	NUM
dem-4196	132	20	9	9	NUM
dem-4196	132	21	10	10	NUM
dem-4196	132	22	log	log	NOUN
dem-4196	132	23	returns	return	NOUN
dem-4196	132	24	0.0429	0.0429	NUM
dem-4196	132	25	0.0000	0.0000	NUM
dem-4196	132	26	0.0439	0.0439	NUM
dem-4196	132	27	0.0000	0.0000	NUM
dem-4196	132	28	0.0628	0.0628	NUM
dem-4196	133	1	0.0000	0.0000	NUM
dem-4196	133	2	0.0556	0.0556	NUM
dem-4196	133	3	0.0000	0.0000	NUM
dem-4196	133	4	0.0485	0.0485	NUM
dem-4196	133	5	0.0000	0.0000	NUM
dem-4196	133	6	0.0518	0.0518	NUM
dem-4196	133	7	0.0000	0.0000	NUM
dem-4196	133	8	0.0476	0.0476	NUM
dem-4196	133	9	0.0000	0.0000	NUM
dem-4196	133	10	0.0516	0.0516	NUM
dem-4196	133	11	0.0000	0.0000	NUM
dem-4196	133	12	0.0602	0.0602	NUM
dem-4196	133	13	0.0000	0.0000	NUM
dem-4196	133	14	0.0443	0.0443	NUM
dem-4196	133	15	0.0000	0.0000	NUM
dem-4196	133	16	ma(1	ma(1	NOUN
dem-4196	133	17	)	)	PUNCT
dem-4196	133	18	0.0421	0.0421	NUM
dem-4196	133	19	0.0000	0.0000	NUM
dem-4196	133	20	0.0469	0.0469	NUM
dem-4196	133	21	0.0000	0.0000	NUM
dem-4196	133	22	0.0566	0.0566	NUM
dem-4196	133	23	0.0000	0.0000	NUM
dem-4196	133	24	0.0542	0.0542	NUM
dem-4196	133	25	0.0000	0.0000	NUM
dem-4196	133	26	0.0609	0.0609	NUM
dem-4196	133	27	0.0000	0.0000	NUM
dem-4196	133	28	0.0530	0.0530	NUM
dem-4196	133	29	0.0000	0.0000	NUM
dem-4196	133	30	0.0421	0.0421	NUM
dem-4196	134	1	0.0000	0.0000	NUM
dem-4196	134	2	0.0544	0.0544	NUM
dem-4196	134	3	0.0000	0.0000	NUM
dem-4196	134	4	0.0565	0.0565	NUM
dem-4196	134	5	0.0000	0.0000	NUM
dem-4196	134	6	0.0496	0.0496	NUM
dem-4196	134	7	0.0000	0.0000	NUM
dem-4196	134	8	ma(1)garch(1,2	ma(1)garch(1,2	NOUN
dem-4196	134	9	)	)	PUNCT
dem-4196	134	10	0.0387	0.0387	NUM
dem-4196	134	11	0.0534	0.0534	NUM
dem-4196	134	12	0.0346	0.0346	NUM
dem-4196	134	13	0.2279	0.2279	NUM
dem-4196	134	14	0.0347	0.0347	NUM
dem-4196	134	15	0.2242	0.2242	NUM
dem-4196	134	16	0.0278	0.0278	NUM
dem-4196	134	17	0.8131	0.8131	NUM
dem-4196	135	1	0.0308	0.0308	NUM
dem-4196	135	2	0.5525	0.5525	NUM
dem-4196	135	3	0.0320	0.0320	NUM
dem-4196	135	4	0.4328	0.4328	NUM
dem-4196	135	5	0.0276	0.0276	NUM
dem-4196	135	6	0.8250	0.8250	NUM
dem-4196	135	7	0.0302	0.0302	NUM
dem-4196	135	8	0.6136	0.6136	NUM
dem-4196	135	9	0.0306	0.0306	NUM
dem-4196	135	10	0.5702	0.5702	NUM
dem-4196	135	11	0.0354	0.0354	NUM
dem-4196	135	12	0.1790	0.1790	NUM
dem-4196	135	13	table	table	NOUN
dem-4196	135	14	14	14	NUM
dem-4196	135	15	.	.	PUNCT
dem-4196	136	1	values	value	NOUN
dem-4196	136	2	of	of	ADP
dem-4196	136	3	ki	ki	PROPN
dem-4196	136	4	for	for	ADP
dem-4196	136	5	the	the	DET
dem-4196	136	6	wig	wig	NOUN
dem-4196	136	7	-	-	PUNCT
dem-4196	136	8	construction	construction	NOUN
dem-4196	136	9	index	index	NOUN
dem-4196	136	10	k	k	PROPN
dem-4196	136	11	series	series	PROPN
dem-4196	136	12	1	1	NUM
dem-4196	136	13	2	2	NUM
dem-4196	136	14	3	3	NUM
dem-4196	136	15	4	4	NUM
dem-4196	136	16	5	5	NUM
dem-4196	136	17	6	6	NUM
dem-4196	136	18	7	7	NUM
dem-4196	136	19	8	8	NUM
dem-4196	136	20	9	9	NUM
dem-4196	136	21	10	10	NUM
dem-4196	136	22	log	log	NOUN
dem-4196	136	23	returns	return	NOUN
dem-4196	136	24	0.0525	0.0525	NUM
dem-4196	136	25	0.0000	0.0000	NUM
dem-4196	136	26	0.0301	0.0301	NUM
dem-4196	136	27	0.2070	0.2070	NUM
dem-4196	136	28	0.0415	0.0415	NUM
dem-4196	136	29	0.0009	0.0009	NUM
dem-4196	136	30	0.0400	0.0400	NUM
dem-4196	137	1	0.0016	0.0016	NUM
dem-4196	137	2	0.0365	0.0365	NUM
dem-4196	137	3	0.0119	0.0119	NUM
dem-4196	137	4	0.0451	0.0451	NUM
dem-4196	137	5	0.0001	0.0001	NUM
dem-4196	137	6	0.0460	0.0460	NUM
dem-4196	137	7	0.0001	0.0001	NUM
dem-4196	137	8	0.0326	0.0326	NUM
dem-4196	137	9	0.0823	0.0823	NUM
dem-4196	137	10	0.0321	0.0321	NUM
dem-4196	137	11	0.1004	0.1004	NUM
dem-4196	137	12	0.0451	0.0451	NUM
dem-4196	137	13	0.0001	0.0001	NUM
dem-4196	137	14	arma(2,1	arma(2,1	NOUN
dem-4196	137	15	)	)	PUNCT
dem-4196	137	16	0.0336	0.0336	NUM
dem-4196	137	17	0.0145	0.0145	NUM
dem-4196	137	18	0.0386	0.0386	NUM
dem-4196	137	19	0.0003	0.0003	NUM
dem-4196	137	20	0.0428	0.0428	NUM
dem-4196	137	21	0.0000	0.0000	NUM
dem-4196	137	22	0.0387	0.0387	NUM
dem-4196	137	23	0.0003	0.0003	NUM
dem-4196	137	24	0.0350	0.0350	NUM
dem-4196	137	25	0.0064	0.0064	NUM
dem-4196	137	26	0.0365	0.0365	NUM
dem-4196	137	27	0.0022	0.0022	NUM
dem-4196	137	28	0.0391	0.0391	NUM
dem-4196	137	29	0.0002	0.0002	NUM
dem-4196	137	30	0.0221	0.0221	NUM
dem-4196	137	31	0.7270	0.7270	NUM
dem-4196	137	32	0.0320	0.0320	NUM
dem-4196	137	33	0.0311	0.0311	NUM
dem-4196	137	34	0.0481	0.0481	NUM
dem-4196	137	35	0.0000	0.0000	NUM
dem-4196	137	36	arma(2,1	arma(2,1	ADJ
dem-4196	137	37	)	)	PUNCT
dem-4196	137	38	garch(1,1	garch(1,1	NOUN
dem-4196	137	39	)	)	PUNCT
dem-4196	137	40	0.0286	0.0286	NUM
dem-4196	137	41	0.5966	0.5966	NUM
dem-4196	137	42	0.0289	0.0289	NUM
dem-4196	137	43	0.5661	0.5661	NUM
dem-4196	137	44	0.0321	0.0321	NUM
dem-4196	137	45	0.2637	0.2637	NUM
dem-4196	137	46	0.0293	0.0293	NUM
dem-4196	138	1	0.5281	0.5281	NUM
dem-4196	138	2	0.0239	0.0239	NUM
dem-4196	138	3	0.9422	0.9422	NUM
dem-4196	138	4	0.0305	0.0305	NUM
dem-4196	138	5	0.4099	0.4099	NUM
dem-4196	138	6	0.0263	0.0263	NUM
dem-4196	138	7	0.8061	0.8061	NUM
dem-4196	138	8	0.0251	0.0251	NUM
dem-4196	138	9	0.8875	0.8875	NUM
dem-4196	138	10	0.0301	0.0301	NUM
dem-4196	138	11	0.4452	0.4452	NUM
dem-4196	138	12	0.0338	0.0338	NUM
dem-4196	138	13	0.1569	0.1569	NUM
dem-4196	138	14	table	table	NOUN
dem-4196	138	15	15	15	NUM
dem-4196	138	16	.	.	PUNCT
dem-4196	138	17	values	value	NOUN
dem-4196	138	18	of	of	ADP
dem-4196	138	19	ki	ki	PROPN
dem-4196	138	20	for	for	ADP
dem-4196	138	21	the	the	DET
dem-4196	138	22	wig	wig	NOUN
dem-4196	138	23	-	-	PUNCT
dem-4196	138	24	developers	developer	NOUN
dem-4196	138	25	index	index	NOUN
dem-4196	138	26	k	k	PROPN
dem-4196	138	27	series	series	PROPN
dem-4196	138	28	1	1	NUM
dem-4196	138	29	2	2	NUM
dem-4196	138	30	3	3	NUM
dem-4196	138	31	4	4	NUM
dem-4196	138	32	5	5	NUM
dem-4196	138	33	6	6	NUM
dem-4196	138	34	7	7	NUM
dem-4196	138	35	8	8	NUM
dem-4196	138	36	9	9	NUM
dem-4196	138	37	10	10	NUM
dem-4196	138	38	log	log	NOUN
dem-4196	138	39	returns	return	NOUN
dem-4196	138	40	0.1392	0.1392	NUM
dem-4196	138	41	0.0063	0.0063	NUM
dem-4196	138	42	0.1477	0.1477	NUM
dem-4196	138	43	0.0013	0.0013	NUM
dem-4196	138	44	0.1290	0.1290	NUM
dem-4196	138	45	0.0246	0.0246	NUM
dem-4196	138	46	0.1154	0.1154	NUM
dem-4196	138	47	0.1188	0.1188	NUM
dem-4196	138	48	0.1859	0.1859	NUM
dem-4196	138	49	0.0000	0.0000	NUM
dem-4196	138	50	0.1292	0.1292	NUM
dem-4196	138	51	0.0240	0.0240	NUM
dem-4196	138	52	0.1255	0.1255	NUM
dem-4196	138	53	0.0392	0.0392	NUM
dem-4196	138	54	0.1370	0.1370	NUM
dem-4196	138	55	0.0091	0.0091	NUM
dem-4196	138	56	0.1699	0.1699	NUM
dem-4196	138	57	0.0000	0.0000	NUM
dem-4196	138	58	0.1353	0.1353	NUM
dem-4196	138	59	0.0118	0.0118	NUM
dem-4196	138	60	arma(1,1	arma(1,1	NOUN
dem-4196	138	61	)	)	PUNCT
dem-4196	138	62	0.1479	0.1479	NUM
dem-4196	138	63	0.0022	0.0022	NUM
dem-4196	138	64	0.1562	0.1562	NUM
dem-4196	138	65	0.0006	0.0006	NUM
dem-4196	138	66	0.1466	0.1466	NUM
dem-4196	138	67	0.0028	0.0028	NUM
dem-4196	138	68	0.1144	0.1144	NUM
dem-4196	138	69	0.1664	0.1664	NUM
dem-4196	138	70	0.1506	0.1506	NUM
dem-4196	139	1	0.0017	0.0017	NUM
dem-4196	139	2	0.1515	0.1515	NUM
dem-4196	139	3	0.0014	0.0014	NUM
dem-4196	139	4	0.1488	0.1488	NUM
dem-4196	139	5	0.0021	0.0021	NUM
dem-4196	139	6	0.1258	0.1258	NUM
dem-4196	139	7	0.0531	0.0531	NUM
dem-4196	139	8	0.1412	0.1412	NUM
dem-4196	139	9	0.0079	0.0079	NUM
dem-4196	139	10	0.1484	0.1484	NUM
dem-4196	139	11	0.0022	0.0022	NUM
dem-4196	139	12	arma(1,1	arma(1,1	NOUN
dem-4196	139	13	)	)	PUNCT
dem-4196	139	14	garch(1,2	garch(1,2	NOUN
dem-4196	139	15	)	)	PUNCT
dem-4196	140	1	0.0928	0.0928	NUM
dem-4196	140	2	0.9250	0.9250	NUM
dem-4196	141	1	0.1147	0.1147	NUM
dem-4196	141	2	0.5124	0.5124	NUM
dem-4196	141	3	0.0999	0.0999	NUM
dem-4196	141	4	0.8324	0.8324	NUM
dem-4196	141	5	0.0929	0.0929	NUM
dem-4196	141	6	0.9245	0.9245	NUM
dem-4196	141	7	0.1195	0.1195	NUM
dem-4196	141	8	0.3976	0.3976	NUM
dem-4196	141	9	0.1153	0.1153	NUM
dem-4196	142	1	0.4980	0.4980	NUM
dem-4196	142	2	0.1189	0.1189	NUM
dem-4196	142	3	0.4135	0.4135	NUM
dem-4196	142	4	0.1199	0.1199	NUM
dem-4196	142	5	0.3861	0.3861	NUM
dem-4196	142	6	0.0869	0.0869	NUM
dem-4196	142	7	0.9708	0.9708	NUM
dem-4196	142	8	0.1241	0.1241	NUM
dem-4196	142	9	0.3014	0.3014	NUM
dem-4196	142	10	table	table	NOUN
dem-4196	142	11	16	16	NUM
dem-4196	142	12	.	.	PUNCT
dem-4196	143	1	values	value	NOUN
dem-4196	143	2	of	of	ADP
dem-4196	143	3	ki	ki	PROPN
dem-4196	143	4	for	for	ADP
dem-4196	143	5	the	the	DET
dem-4196	143	6	wig	wig	NOUN
dem-4196	143	7	-	-	PUNCT
dem-4196	143	8	food	food	NOUN
dem-4196	143	9	index	index	NOUN
dem-4196	143	10	k	k	PROPN
dem-4196	143	11	series	series	PROPN
dem-4196	143	12	1	1	NUM
dem-4196	143	13	2	2	NUM
dem-4196	143	14	3	3	NUM
dem-4196	143	15	4	4	NUM
dem-4196	143	16	5	5	NUM
dem-4196	143	17	6	6	NUM
dem-4196	143	18	7	7	NUM
dem-4196	143	19	8	8	NUM
dem-4196	143	20	9	9	NUM
dem-4196	143	21	10	10	NUM
dem-4196	143	22	log	log	NOUN
dem-4196	143	23	returns	return	NOUN
dem-4196	143	24	0.0544	0.0544	NUM
dem-4196	143	25	0.0000	0.0000	NUM
dem-4196	143	26	0.0361	0.0361	NUM
dem-4196	143	27	0.0000	0.0000	NUM
dem-4196	143	28	0.0449	0.0449	NUM
dem-4196	143	29	0.0000	0.0000	NUM
dem-4196	143	30	0.0473	0.0473	NUM
dem-4196	143	31	0.0000	0.0000	NUM
dem-4196	143	32	0.0446	0.0446	NUM
dem-4196	143	33	0.0000	0.0000	NUM
dem-4196	143	34	0.0311	0.0311	NUM
dem-4196	143	35	0.0037	0.0037	NUM
dem-4196	143	36	0.0314	0.0314	NUM
dem-4196	143	37	0.0028	0.0028	NUM
dem-4196	143	38	0.0337	0.0337	NUM
dem-4196	143	39	0.0003	0.0003	NUM
dem-4196	143	40	0.0305	0.0305	NUM
dem-4196	143	41	0.0052	0.0052	NUM
dem-4196	143	42	0.0342	0.0342	NUM
dem-4196	143	43	0.0002	0.0002	NUM
dem-4196	143	44	arma(1,1	arma(1,1	NOUN
dem-4196	143	45	)	)	PUNCT
dem-4196	143	46	0.0371	0.0371	NUM
dem-4196	143	47	0.0000	0.0000	NUM
dem-4196	143	48	0.0365	0.0365	NUM
dem-4196	143	49	0.0000	0.0000	NUM
dem-4196	143	50	0.0418	0.0418	NUM
dem-4196	143	51	0.0000	0.0000	NUM
dem-4196	143	52	0.0433	0.0433	NUM
dem-4196	144	1	0.0000	0.0000	NUM
dem-4196	144	2	0.0358	0.0358	NUM
dem-4196	144	3	0.0000	0.0000	NUM
dem-4196	144	4	0.0270	0.0270	NUM
dem-4196	144	5	0.0055	0.0055	NUM
dem-4196	144	6	0.0310	0.0310	NUM
dem-4196	144	7	0.0003	0.0003	NUM
dem-4196	144	8	0.0409	0.0409	NUM
dem-4196	144	9	0.0000	0.0000	NUM
dem-4196	144	10	0.0230	0.0230	NUM
dem-4196	144	11	0.0601	0.0601	NUM
dem-4196	144	12	0.0298	0.0298	NUM
dem-4196	144	13	0.0007	0.0007	NUM
dem-4196	144	14	arma(1,1)garch(1,1	arma(1,1)garch(1,1	NOUN
dem-4196	144	15	)	)	PUNCT
dem-4196	144	16	0.0311	0.0311	NUM
dem-4196	144	17	0.5233	0.5233	NUM
dem-4196	144	18	0.0340	0.0340	NUM
dem-4196	144	19	0.2766	0.2766	NUM
dem-4196	144	20	0.0338	0.0338	NUM
dem-4196	144	21	0.2873	0.2873	NUM
dem-4196	144	22	0.0347	0.0347	NUM
dem-4196	144	23	0.2198	0.2198	NUM
dem-4196	144	24	0.0239	0.0239	NUM
dem-4196	144	25	0.9738	0.9738	NUM
dem-4196	144	26	0.0309	0.0309	NUM
dem-4196	144	27	0.5448	0.5448	NUM
dem-4196	144	28	0.0281	0.0281	NUM
dem-4196	144	29	0.7944	0.7944	NUM
dem-4196	144	30	0.0281	0.0281	NUM
dem-4196	144	31	0.7938	0.7938	NUM
dem-4196	144	32	0.0311	0.0311	NUM
dem-4196	144	33	0.5252	0.5252	NUM
dem-4196	144	34	0.0362	0.0362	NUM
dem-4196	144	35	0.1404	0.1404	NUM
dem-4196	144	36	measuring	measure	VERB
dem-4196	144	37	nonlinear	nonlinear	ADJ
dem-4196	144	38	serial	serial	ADJ
dem-4196	144	39	dependencies	dependency	NOUN
dem-4196	144	40	using	use	VERB
dem-4196	144	41	the	the	DET
dem-4196	144	42	mutual	mutual	ADJ
dem-4196	144	43	information	information	NOUN
dem-4196	144	44	coefficient	coefficient	NOUN
dem-4196	144	45	105	105	NUM
dem-4196	144	46	table	table	NOUN
dem-4196	144	47	17	17	NUM
dem-4196	144	48	.	.	PUNCT
dem-4196	145	1	values	value	NOUN
dem-4196	145	2	of	of	ADP
dem-4196	145	3	ki	ki	PROPN
dem-4196	145	4	for	for	ADP
dem-4196	145	5	the	the	DET
dem-4196	145	6	wig	wig	NOUN
dem-4196	145	7	-	-	PUNCT
dem-4196	145	8	it	it	PRON
dem-4196	145	9	index	index	NOUN
dem-4196	145	10	k	k	PROPN
dem-4196	145	11	series	series	PROPN
dem-4196	145	12	1	1	NUM
dem-4196	145	13	2	2	NUM
dem-4196	145	14	3	3	NUM
dem-4196	145	15	4	4	NUM
dem-4196	145	16	5	5	NUM
dem-4196	145	17	6	6	NUM
dem-4196	145	18	7	7	NUM
dem-4196	145	19	8	8	NUM
dem-4196	145	20	9	9	NUM
dem-4196	145	21	10	10	NUM
dem-4196	145	22	log	log	NOUN
dem-4196	145	23	returns	return	VERB
dem-4196	145	24	0.0486	0.0486	NUM
dem-4196	145	25	0.0000	0.0000	NUM
dem-4196	146	1	0.0388	0.0388	NUM
dem-4196	146	2	0.0038	0.0038	NUM
dem-4196	146	3	0.0466	0.0466	NUM
dem-4196	146	4	0.0000	0.0000	NUM
dem-4196	146	5	0.0573	0.0573	NUM
dem-4196	146	6	0.0000	0.0000	NUM
dem-4196	146	7	0.0454	0.0454	NUM
dem-4196	146	8	0.0000	0.0000	NUM
dem-4196	146	9	0.0443	0.0443	NUM
dem-4196	146	10	0.0001	0.0001	NUM
dem-4196	146	11	0.0335	0.0335	NUM
dem-4196	146	12	0.0580	0.0580	NUM
dem-4196	146	13	0.0513	0.0513	NUM
dem-4196	146	14	0.0000	0.0000	NUM
dem-4196	146	15	0.0469	0.0469	NUM
dem-4196	146	16	0.0000	0.0000	NUM
dem-4196	146	17	0.0434	0.0434	NUM
dem-4196	146	18	0.0002	0.0002	NUM
dem-4196	146	19	ar(1	ar(1	PROPN
dem-4196	146	20	)	)	PUNCT
dem-4196	146	21	0.0585	0.0585	NUM
dem-4196	147	1	0.0000	0.0000	NUM
dem-4196	147	2	0.0359	0.0359	NUM
dem-4196	147	3	0.0449	0.0449	NUM
dem-4196	147	4	0.0476	0.0476	NUM
dem-4196	147	5	0.0000	0.0000	NUM
dem-4196	147	6	0.0619	0.0619	NUM
dem-4196	147	7	0.0000	0.0000	NUM
dem-4196	147	8	0.0553	0.0553	NUM
dem-4196	147	9	0.0000	0.0000	NUM
dem-4196	147	10	0.0488	0.0488	NUM
dem-4196	147	11	0.0000	0.0000	NUM
dem-4196	147	12	0.0314	0.0314	NUM
dem-4196	147	13	0.2556	0.2556	NUM
dem-4196	147	14	0.0499	0.0499	NUM
dem-4196	147	15	0.0000	0.0000	NUM
dem-4196	147	16	0.0543	0.0543	NUM
dem-4196	147	17	0.0000	0.0000	NUM
dem-4196	147	18	0.0409	0.0409	NUM
dem-4196	147	19	0.0032	0.0032	NUM
dem-4196	147	20	ar(1)garch(1,1	ar(1)garch(1,1	NOUN
dem-4196	147	21	)	)	PUNCT
dem-4196	148	1	0.0362	0.0362	NUM
dem-4196	149	1	0.0778	0.0778	NUM
dem-4196	149	2	0.0251	0.0251	NUM
dem-4196	149	3	0.8876	0.8876	NUM
dem-4196	149	4	0.0270	0.0270	NUM
dem-4196	149	5	0.7622	0.7622	NUM
dem-4196	149	6	0.0339	0.0339	NUM
dem-4196	149	7	0.1810	0.1810	NUM
dem-4196	149	8	0.0222	0.0222	NUM
dem-4196	149	9	0.9796	0.9796	NUM
dem-4196	149	10	0.0260	0.0260	NUM
dem-4196	149	11	0.8343	0.8343	NUM
dem-4196	149	12	0.0282	0.0282	NUM
dem-4196	149	13	0.6611	0.6611	NUM
dem-4196	149	14	0.0244	0.0244	NUM
dem-4196	149	15	0.9176	0.9176	NUM
dem-4196	149	16	0.0303	0.0303	NUM
dem-4196	149	17	0.4641	0.4641	NUM
dem-4196	149	18	0.0293	0.0293	NUM
dem-4196	149	19	0.5646	0.5646	NUM
dem-4196	149	20	table	table	NOUN
dem-4196	149	21	18	18	NUM
dem-4196	149	22	.	.	PUNCT
dem-4196	149	23	values	value	NOUN
dem-4196	149	24	of	of	ADP
dem-4196	149	25	ki	ki	PROPN
dem-4196	149	26	for	for	ADP
dem-4196	149	27	the	the	DET
dem-4196	149	28	wig	wig	NOUN
dem-4196	149	29	-	-	PUNCT
dem-4196	149	30	media	medium	NOUN
dem-4196	149	31	index	index	NOUN
dem-4196	149	32	k	k	PROPN
dem-4196	149	33	series	series	PROPN
dem-4196	149	34	1	1	NUM
dem-4196	149	35	2	2	NUM
dem-4196	149	36	3	3	NUM
dem-4196	149	37	4	4	NUM
dem-4196	149	38	5	5	NUM
dem-4196	149	39	6	6	NUM
dem-4196	149	40	7	7	NUM
dem-4196	149	41	8	8	NUM
dem-4196	149	42	9	9	NUM
dem-4196	149	43	10	10	NUM
dem-4196	149	44	log	log	NOUN
dem-4196	149	45	returns	return	NOUN
dem-4196	149	46	0.0481	0.0481	NUM
dem-4196	149	47	0.0555	0.0555	NUM
dem-4196	149	48	0.0560	0.0560	NUM
dem-4196	149	49	0.0049	0.0049	NUM
dem-4196	149	50	0.0448	0.0448	NUM
dem-4196	149	51	0.1229	0.1229	NUM
dem-4196	149	52	0.0562	0.0562	NUM
dem-4196	149	53	0.0047	0.0047	NUM
dem-4196	149	54	0.0475	0.0475	NUM
dem-4196	149	55	0.0642	0.0642	NUM
dem-4196	149	56	0.0456	0.0456	NUM
dem-4196	149	57	0.1020	0.1020	NUM
dem-4196	149	58	0.0350	0.0350	NUM
dem-4196	149	59	0.6139	0.6139	NUM
dem-4196	150	1	0.0422	0.0422	NUM
dem-4196	150	2	0.2144	0.2144	NUM
dem-4196	150	3	0.0304	0.0304	NUM
dem-4196	150	4	0.8539	0.8539	NUM
dem-4196	150	5	0.0393	0.0393	NUM
dem-4196	150	6	0.3531	0.3531	NUM
dem-4196	150	7	ma(1	ma(1	NOUN
dem-4196	150	8	)	)	PUNCT
dem-4196	150	9	0.0484	0.0484	NUM
dem-4196	151	1	0.1063	0.1063	NUM
dem-4196	151	2	0.0571	0.0571	NUM
dem-4196	151	3	0.0097	0.0097	NUM
dem-4196	151	4	0.0516	0.0516	NUM
dem-4196	151	5	0.0473	0.0473	NUM
dem-4196	151	6	0.0529	0.0529	NUM
dem-4196	151	7	0.0333	0.0333	NUM
dem-4196	151	8	0.0519	0.0519	NUM
dem-4196	151	9	0.0432	0.0432	NUM
dem-4196	151	10	0.0398	0.0398	NUM
dem-4196	151	11	0.4922	0.4922	NUM
dem-4196	151	12	0.0464	0.0464	NUM
dem-4196	152	1	0.1644	0.1644	NUM
dem-4196	152	2	0.0450	0.0450	NUM
dem-4196	152	3	0.2159	0.2159	NUM
dem-4196	152	4	0.0446	0.0446	NUM
dem-4196	152	5	0.2322	0.2322	NUM
dem-4196	152	6	0.0426	0.0426	NUM
dem-4196	152	7	0.3298	0.3298	NUM
dem-4196	152	8	ma(1)garch(1,1	ma(1)garch(1,1	NOUN
dem-4196	152	9	)	)	PUNCT
dem-4196	153	1	0.0484	0.0484	NUM
dem-4196	153	2	0.1380	0.1380	NUM
dem-4196	153	3	0.0414	0.0414	NUM
dem-4196	153	4	0.4673	0.4673	NUM
dem-4196	153	5	0.0427	0.0427	NUM
dem-4196	153	6	0.3925	0.3925	NUM
dem-4196	153	7	0.0481	0.0481	NUM
dem-4196	153	8	0.1451	0.1451	NUM
dem-4196	153	9	0.0510	0.0510	NUM
dem-4196	153	10	0.0735	0.0735	NUM
dem-4196	153	11	0.0352	0.0352	NUM
dem-4196	153	12	0.8260	0.8260	NUM
dem-4196	153	13	0.0397	0.0397	NUM
dem-4196	153	14	0.5785	0.5785	NUM
dem-4196	153	15	0.0363	0.0363	NUM
dem-4196	153	16	0.7691	0.7691	NUM
dem-4196	153	17	0.0465	0.0465	NUM
dem-4196	153	18	0.2020	0.2020	NUM
dem-4196	153	19	0.0370	0.0370	NUM
dem-4196	153	20	0.7320	0.7320	NUM
dem-4196	153	21	table	table	NOUN
dem-4196	153	22	19	19	NUM
dem-4196	153	23	.	.	PUNCT
dem-4196	154	1	values	value	NOUN
dem-4196	154	2	of	of	ADP
dem-4196	154	3	ki	ki	PROPN
dem-4196	154	4	for	for	ADP
dem-4196	154	5	the	the	DET
dem-4196	154	6	wig	wig	NOUN
dem-4196	154	7	-	-	PUNCT
dem-4196	154	8	oil&gas	oil&gas	PROPN
dem-4196	154	9	index	index	NOUN
dem-4196	154	10	k	k	PROPN
dem-4196	154	11	series	series	PROPN
dem-4196	154	12	1	1	NUM
dem-4196	154	13	2	2	NUM
dem-4196	154	14	3	3	NUM
dem-4196	154	15	4	4	NUM
dem-4196	154	16	5	5	NUM
dem-4196	154	17	6	6	NUM
dem-4196	154	18	7	7	NUM
dem-4196	154	19	8	8	NUM
dem-4196	154	20	9	9	NUM
dem-4196	154	21	10	10	NUM
dem-4196	154	22	log	log	NOUN
dem-4196	154	23	returns	return	VERB
dem-4196	154	24	0.0825	0.0825	NUM
dem-4196	155	1	0.0185	0.0185	NUM
dem-4196	155	2	0.0780	0.0780	NUM
dem-4196	155	3	0.0503	0.0503	NUM
dem-4196	155	4	0.0761	0.0761	NUM
dem-4196	155	5	0.0733	0.0733	NUM
dem-4196	155	6	0.0711	0.0711	NUM
dem-4196	155	7	0.1660	0.1660	NUM
dem-4196	155	8	0.0862	0.0862	NUM
dem-4196	155	9	0.0076	0.0076	NUM
dem-4196	155	10	0.0658	0.0658	NUM
dem-4196	155	11	0.3335	0.3335	NUM
dem-4196	155	12	0.0562	0.0562	NUM
dem-4196	155	13	0.7510	0.7510	NUM
dem-4196	155	14	0.0685	0.0685	NUM
dem-4196	155	15	0.2422	0.2422	NUM
dem-4196	155	16	0.0829	0.0829	NUM
dem-4196	155	17	0.0166	0.0166	NUM
dem-4196	155	18	0.0667	0.0667	NUM
dem-4196	155	19	0.3009	0.3009	NUM
dem-4196	155	20	ar(2	ar(2	NOUN
dem-4196	155	21	)	)	PUNCT
dem-4196	155	22	0.0816	0.0816	NUM
dem-4196	155	23	0.0203	0.0203	NUM
dem-4196	155	24	0.0652	0.0652	NUM
dem-4196	155	25	0.3279	0.3279	NUM
dem-4196	155	26	0.0619	0.0619	NUM
dem-4196	155	27	0.4671	0.4671	NUM
dem-4196	155	28	0.0824	0.0824	NUM
dem-4196	156	1	0.0183	0.0183	NUM
dem-4196	156	2	0.0820	0.0820	NUM
dem-4196	156	3	0.0195	0.0195	NUM
dem-4196	156	4	0.0863	0.0863	NUM
dem-4196	156	5	0.0062	0.0062	NUM
dem-4196	156	6	0.0573	0.0573	NUM
dem-4196	156	7	0.6711	0.6711	NUM
dem-4196	156	8	0.0823	0.0823	NUM
dem-4196	156	9	0.0184	0.0184	NUM
dem-4196	156	10	0.0878	0.0878	NUM
dem-4196	156	11	0.0043	0.0043	NUM
dem-4196	156	12	0.0771	0.0771	NUM
dem-4196	156	13	0.0493	0.0493	NUM
dem-4196	156	14	ar(2)garch(1,1	ar(2)garch(1,1	NOUN
dem-4196	156	15	)	)	PUNCT
dem-4196	156	16	0.0451	0.0451	NUM
dem-4196	157	1	0.8837	0.8837	NUM
dem-4196	157	2	0.0611	0.0611	NUM
dem-4196	157	3	0.2362	0.2362	NUM
dem-4196	157	4	0.0493	0.0493	NUM
dem-4196	157	5	0.7406	0.7406	NUM
dem-4196	157	6	0.0573	0.0573	NUM
dem-4196	157	7	0.3809	0.3809	NUM
dem-4196	157	8	0.0716	0.0716	NUM
dem-4196	157	9	0.0368	0.0368	NUM
dem-4196	157	10	0.0573	0.0573	NUM
dem-4196	157	11	0.3787	0.3787	NUM
dem-4196	157	12	0.0524	0.0524	NUM
dem-4196	157	13	0.6043	0.6043	NUM
dem-4196	157	14	0.0652	0.0652	NUM
dem-4196	157	15	0.1240	0.1240	NUM
dem-4196	157	16	0.0592	0.0592	NUM
dem-4196	157	17	0.3055	0.3055	NUM
dem-4196	157	18	0.0472	0.0472	NUM
dem-4196	157	19	0.8178	0.8178	NUM
dem-4196	157	20	table	table	NOUN
dem-4196	157	21	20	20	NUM
dem-4196	157	22	.	.	PUNCT
dem-4196	158	1	values	value	NOUN
dem-4196	158	2	of	of	ADP
dem-4196	158	3	ki	ki	PROPN
dem-4196	158	4	for	for	ADP
dem-4196	158	5	the	the	DET
dem-4196	158	6	wig	wig	NOUN
dem-4196	158	7	-	-	PUNCT
dem-4196	158	8	telecom	telecom	PROPN
dem-4196	158	9	index	index	NOUN
dem-4196	158	10	k	k	PROPN
dem-4196	158	11	series	series	PROPN
dem-4196	158	12	1	1	NUM
dem-4196	158	13	2	2	NUM
dem-4196	158	14	3	3	NUM
dem-4196	158	15	4	4	NUM
dem-4196	158	16	5	5	NUM
dem-4196	158	17	6	6	NUM
dem-4196	158	18	7	7	NUM
dem-4196	158	19	8	8	NUM
dem-4196	158	20	9	9	NUM
dem-4196	158	21	10	10	NUM
dem-4196	158	22	log	log	NOUN
dem-4196	158	23	returns	return	VERB
dem-4196	158	24	0.0467	0.0467	NUM
dem-4196	158	25	0.0072	0.0072	NUM
dem-4196	158	26	0.0395	0.0395	NUM
dem-4196	158	27	0.1307	0.1307	NUM
dem-4196	158	28	0.0429	0.0429	NUM
dem-4196	158	29	0.0369	0.0369	NUM
dem-4196	158	30	0.0687	0.0687	NUM
dem-4196	158	31	0.0000	0.0000	NUM
dem-4196	158	32	0.0440	0.0440	NUM
dem-4196	158	33	0.0234	0.0234	NUM
dem-4196	158	34	0.0393	0.0393	NUM
dem-4196	158	35	0.1405	0.1405	NUM
dem-4196	158	36	0.0417	0.0417	NUM
dem-4196	158	37	0.0579	0.0579	NUM
dem-4196	158	38	0.0469	0.0469	NUM
dem-4196	158	39	0.0062	0.0062	NUM
dem-4196	158	40	0.0419	0.0419	NUM
dem-4196	158	41	0.0518	0.0518	NUM
dem-4196	158	42	0.0514	0.0514	NUM
dem-4196	158	43	0.0007	0.0007	NUM
dem-4196	158	44	garch(1.3	garch(1.3	NOUN
dem-4196	158	45	)	)	PUNCT
dem-4196	158	46	0.0311	0.0311	NUM
dem-4196	158	47	0.5186	0.5186	NUM
dem-4196	158	48	0.0340	0.0340	NUM
dem-4196	158	49	0.2752	0.2752	NUM
dem-4196	158	50	0.0338	0.0338	NUM
dem-4196	158	51	0.2834	0.2834	NUM
dem-4196	158	52	0.0347	0.0347	NUM
dem-4196	158	53	0.2234	0.2234	NUM
dem-4196	159	1	0.0239	0.0239	NUM
dem-4196	159	2	0.9693	0.9693	NUM
dem-4196	159	3	0.0309	0.0309	NUM
dem-4196	159	4	0.5411	0.5411	NUM
dem-4196	159	5	0.0281	0.0281	NUM
dem-4196	159	6	0.7826	0.7826	NUM
dem-4196	159	7	0.0281	0.0281	NUM
dem-4196	159	8	0.7821	0.7821	NUM
dem-4196	159	9	0.0311	0.0311	NUM
dem-4196	159	10	0.5207	0.5207	NUM
dem-4196	159	11	0.0362	0.0362	NUM
dem-4196	159	12	0.1448	0.1448	NUM
dem-4196	159	13	the	the	DET
dem-4196	159	14	results	result	NOUN
dem-4196	159	15	summarized	summarize	VERB
dem-4196	159	16	in	in	ADP
dem-4196	159	17	tables	table	NOUN
dem-4196	159	18	9	9	NUM
dem-4196	159	19	-	-	SYM
dem-4196	159	20	20	20	NUM
dem-4196	159	21	indicate	indicate	VERB
dem-4196	159	22	that	that	PRON
dem-4196	159	23	evidence	evidence	NOUN
dem-4196	159	24	of	of	ADP
dem-4196	159	25	serial	serial	ADJ
dem-4196	159	26	dependencies	dependency	NOUN
dem-4196	159	27	was	be	AUX
dem-4196	159	28	found	find	VERB
dem-4196	159	29	for	for	ADP
dem-4196	159	30	the	the	DET
dem-4196	159	31	most	most	ADV
dem-4196	159	32	investigated	investigated	ADJ
dem-4196	159	33	indices10	indices10	NOUN
dem-4196	159	34	.	.	PUNCT
dem-4196	160	1	the	the	DET
dem-4196	160	2	same	same	ADJ
dem-4196	160	3	conclusion	conclusion	NOUN
dem-4196	160	4	may	may	AUX
dem-4196	160	5	be	be	AUX
dem-4196	160	6	drawn	draw	VERB
dem-4196	160	7	for	for	ADP
dem-4196	160	8	the	the	DET
dem-4196	160	9	residuals	residual	NOUN
dem-4196	160	10	from	from	ADP
dem-4196	160	11	the	the	DET
dem-4196	160	12	arma	arma	PROPN
dem-4196	160	13	models	model	NOUN
dem-4196	160	14	,	,	PUNCT
dem-4196	160	15	which	which	PRON
dem-4196	160	16	means	mean	VERB
dem-4196	160	17	that	that	SCONJ
dem-4196	160	18	the	the	DET
dem-4196	160	19	detected	detect	VERB
dem-4196	160	20	dependencies	dependency	NOUN
dem-4196	160	21	are	be	AUX
dem-4196	160	22	nonlinear	nonlinear	ADJ
dem-4196	160	23	.	.	PUNCT
dem-4196	161	1	in	in	ADP
dem-4196	161	2	most	most	ADJ
dem-4196	161	3	cases	case	NOUN
dem-4196	161	4	the	the	DET
dem-4196	161	5	estimated	estimate	VERB
dem-4196	161	6	armagarch	armagarch	NOUN
dem-4196	161	7	models	model	NOUN
dem-4196	161	8	were	be	AUX
dem-4196	161	9	able	able	ADJ
dem-4196	161	10	to	to	PART
dem-4196	161	11	capture	capture	VERB
dem-4196	161	12	these	these	DET
dem-4196	161	13	nonlinearities	nonlinearitie	NOUN
dem-4196	161	14	.	.	PUNCT
dem-4196	162	1	only	only	ADV
dem-4196	162	2	in	in	ADP
dem-4196	162	3	the	the	DET
dem-4196	162	4	case	case	NOUN
dem-4196	162	5	10	10	NUM
dem-4196	162	6	the	the	DET
dem-4196	162	7	exception	exception	NOUN
dem-4196	162	8	is	be	AUX
dem-4196	162	9	the	the	DET
dem-4196	162	10	wig	wig	NOUN
dem-4196	162	11	-	-	PUNCT
dem-4196	162	12	oil&gas	oil&gas	NOUN
dem-4196	162	13	index	index	NOUN
dem-4196	162	14	.	.	PUNCT
dem-4196	163	1	in	in	ADP
dem-4196	163	2	this	this	DET
dem-4196	163	3	case	case	NOUN
dem-4196	163	4	the	the	DET
dem-4196	163	5	obtained	obtain	VERB
dem-4196	163	6	result	result	NOUN
dem-4196	163	7	is	be	AUX
dem-4196	163	8	rather	rather	ADV
dem-4196	163	9	unusual	unusual	ADJ
dem-4196	163	10	,	,	PUNCT
dem-4196	163	11	i.e.	i.e.	X
dem-4196	163	12	filtering	filter	VERB
dem-4196	163	13	data	datum	NOUN
dem-4196	163	14	by	by	ADP
dem-4196	163	15	the	the	DET
dem-4196	163	16	arma	arma	PROPN
dem-4196	163	17	model	model	NOUN
dem-4196	163	18	caused	cause	VERB
dem-4196	163	19	the	the	DET
dem-4196	163	20	appearance	appearance	NOUN
dem-4196	163	21	of	of	ADP
dem-4196	163	22	significance	significance	NOUN
dem-4196	163	23	of	of	ADP
dem-4196	163	24	the	the	DET
dem-4196	163	25	mi	mi	PROPN
dem-4196	163	26	measure	measure	NOUN
dem-4196	163	27	.	.	PUNCT
dem-4196	164	1	witold	witold	PROPN
dem-4196	164	2	orzeszko	orzeszko	PROPN
dem-4196	164	3	106	106	NUM
dem-4196	164	4	of	of	ADP
dem-4196	164	5	wig	wig	NOUN
dem-4196	164	6	and	and	CCONJ
dem-4196	164	7	mwig40	mwig40	NOUN
dem-4196	164	8	indices	indice	VERB
dem-4196	164	9	there	there	PRON
dem-4196	164	10	are	be	VERB
dem-4196	164	11	reasons	reason	NOUN
dem-4196	164	12	to	to	PART
dem-4196	164	13	believe	believe	VERB
dem-4196	164	14	that	that	SCONJ
dem-4196	164	15	identified	identify	VERB
dem-4196	164	16	nonlinearity	nonlinearity	NOUN
dem-4196	164	17	is	be	AUX
dem-4196	164	18	not	not	PART
dem-4196	164	19	caused	cause	VERB
dem-4196	164	20	by	by	ADP
dem-4196	164	21	an	an	DET
dem-4196	164	22	arch	arch	ADJ
dem-4196	164	23	effect	effect	NOUN
dem-4196	164	24	.	.	PUNCT
dem-4196	165	1	references	reference	NOUN
dem-4196	165	2	barnett	barnett	PROPN
dem-4196	165	3	w.	w.	PROPN
dem-4196	165	4	a.	a.	PROPN
dem-4196	165	5	,	,	PUNCT
dem-4196	165	6	gallant	gallant	PROPN
dem-4196	165	7	a.	a.	PROPN
dem-4196	165	8	r.	r.	PROPN
dem-4196	165	9	,	,	PUNCT
dem-4196	165	10	hinich	hinich	PROPN
dem-4196	165	11	m.	m.	PROPN
dem-4196	165	12	j.	j.	PROPN
dem-4196	165	13	,	,	PUNCT
dem-4196	165	14	jungeilges	jungeilge	VERB
dem-4196	165	15	j.	j.	PROPN
dem-4196	165	16	a.	a.	PROPN
dem-4196	165	17	,	,	PUNCT
dem-4196	165	18	kaplan	kaplan	PROPN
dem-4196	165	19	d.	d.	PROPN
dem-4196	165	20	,	,	PUNCT
dem-4196	165	21	jensen	jensen	PROPN
dem-4196	165	22	m.	m.	PROPN
dem-4196	165	23	j.	j.	PROPN
dem-4196	165	24	(	(	PUNCT
dem-4196	165	25	1998	1998	NUM
dem-4196	165	26	)	)	PUNCT
dem-4196	165	27	,	,	PUNCT
dem-4196	165	28	a	a	DET
dem-4196	165	29	single	single	ADJ
dem-4196	165	30	-	-	PUNCT
dem-4196	165	31	blind	blind	ADJ
dem-4196	165	32	controlled	control	VERB
dem-4196	165	33	competition	competition	NOUN
dem-4196	165	34	among	among	ADP
dem-4196	165	35	tests	test	NOUN
dem-4196	165	36	for	for	ADP
dem-4196	165	37	nonlinearity	nonlinearity	NOUN
dem-4196	165	38	and	and	CCONJ
dem-4196	165	39	chaos	chaos	NOUN
dem-4196	165	40	,	,	PUNCT
dem-4196	165	41	journal	journal	NOUN
dem-4196	165	42	of	of	ADP
dem-4196	165	43	econometrics	econometric	NOUN
dem-4196	165	44	,	,	PUNCT
dem-4196	165	45	82.1	82.1	NUM
dem-4196	165	46	,	,	PUNCT
dem-4196	165	47	157–192	157–192	NUM
dem-4196	165	48	.	.	PUNCT
dem-4196	166	1	bruzda	bruzda	PROPN
dem-4196	166	2	j.	j.	PROPN
dem-4196	166	3	(	(	PUNCT
dem-4196	166	4	2004	2004	NUM
dem-4196	166	5	)	)	PUNCT
dem-4196	166	6	,	,	PUNCT
dem-4196	166	7	miary	miary	PROPN
dem-4196	166	8	zależności	zależności	PROPN
dem-4196	166	9	nieliniowej	nieliniowej	PROPN
dem-4196	166	10	w	w	PROPN
dem-4196	166	11	identyfikacji	identyfikacji	PROPN
dem-4196	166	12	nieliniowych	nieliniowych	PROPN
dem-4196	166	13	procesów	procesów	PROPN
dem-4196	166	14	ekonomicznych	ekonomicznych	PROPN
dem-4196	166	15	(	(	PUNCT
dem-4196	166	16	measures	measure	NOUN
dem-4196	166	17	of	of	ADP
dem-4196	166	18	nonlinear	nonlinear	ADJ
dem-4196	166	19	relationship	relationship	NOUN
dem-4196	166	20	in	in	ADP
dem-4196	166	21	identification	identification	NOUN
dem-4196	166	22	of	of	ADP
dem-4196	166	23	nonlinear	nonlinear	ADJ
dem-4196	166	24	economic	economic	ADJ
dem-4196	166	25	processes	process	NOUN
dem-4196	166	26	)	)	PUNCT
dem-4196	166	27	,	,	PUNCT
dem-4196	166	28	acta	acta	PROPN
dem-4196	166	29	universitatis	universitatis	PROPN
dem-4196	166	30	nicolai	nicolai	PROPN
dem-4196	166	31	copernici	copernici	PROPN
dem-4196	166	32	,	,	PUNCT
dem-4196	166	33	34	34	NUM
dem-4196	166	34	,	,	PUNCT
dem-4196	166	35	183–203	183–203	NUM
dem-4196	166	36	.	.	PUNCT
dem-4196	167	1	darbellay	darbellay	PROPN
dem-4196	167	2	g.a	g.a	PROPN
dem-4196	167	3	,	,	PUNCT
dem-4196	167	4	wuertz	wuertz	PROPN
dem-4196	167	5	d.	d.	PROPN
dem-4196	167	6	(	(	PUNCT
dem-4196	167	7	2000	2000	NUM
dem-4196	167	8	)	)	PUNCT
dem-4196	167	9	,	,	PUNCT
dem-4196	167	10	the	the	DET
dem-4196	167	11	entropy	entropy	NOUN
dem-4196	167	12	as	as	ADP
dem-4196	167	13	a	a	DET
dem-4196	167	14	tool	tool	NOUN
dem-4196	167	15	for	for	ADP
dem-4196	167	16	analysing	analyse	VERB
dem-4196	167	17	statistical	statistical	ADJ
dem-4196	167	18	dependencies	dependency	NOUN
dem-4196	167	19	in	in	ADP
dem-4196	167	20	financial	financial	ADJ
dem-4196	167	21	time	time	NOUN
dem-4196	167	22	series	series	PROPN
dem-4196	167	23	,	,	PUNCT
dem-4196	167	24	physica	physica	VERB
dem-4196	167	25	a	a	DET
dem-4196	167	26	,	,	PUNCT
dem-4196	167	27	287	287	NUM
dem-4196	167	28	,	,	PUNCT
dem-4196	167	29	429–439	429–439	NUM
dem-4196	167	30	.	.	PUNCT
dem-4196	168	1	dionisio	dionisio	PROPN
dem-4196	168	2	a.	a.	PROPN
dem-4196	168	3	,	,	PUNCT
dem-4196	168	4	menezes	menezes	PROPN
dem-4196	168	5	r.	r.	PROPN
dem-4196	168	6	,	,	PUNCT
dem-4196	168	7	mendes	mendes	PROPN
dem-4196	168	8	d.a	d.a	PROPN
dem-4196	168	9	.	.	PUNCT
dem-4196	168	10	(	(	PUNCT
dem-4196	168	11	2003	2003	NUM
dem-4196	168	12	)	)	PUNCT
dem-4196	168	13	,	,	PUNCT
dem-4196	168	14	mutual	mutual	ADJ
dem-4196	168	15	information	information	NOUN
dem-4196	168	16	:	:	PUNCT
dem-4196	168	17	a	a	DET
dem-4196	168	18	dependence	dependence	NOUN
dem-4196	168	19	measure	measure	NOUN
dem-4196	168	20	for	for	ADP
dem-4196	168	21	nonlinear	nonlinear	ADJ
dem-4196	168	22	time	time	NOUN
dem-4196	168	23	series	series	PROPN
dem-4196	168	24	,	,	PUNCT
dem-4196	168	25	working	working	NOUN
dem-4196	168	26	paper	paper	NOUN
dem-4196	168	27	,	,	PUNCT
dem-4196	168	28	http://129.3.20.41/eps/em/papers/0311/	http://129.3.20.41/eps/em/papers/0311/	X
dem-4196	168	29	/0311003.pdf	/0311003.pdf	PROPN
dem-4196	168	30	(	(	PUNCT
dem-4196	168	31	10.02.2010	10.02.2010	PROPN
dem-4196	168	32	)	)	PUNCT
dem-4196	168	33	.	.	PUNCT
dem-4196	169	1	fonseca	fonseca	PROPN
dem-4196	169	2	n.	n.	PROPN
dem-4196	169	3	,	,	PUNCT
dem-4196	169	4	crovella	crovella	NOUN
dem-4196	169	5	m.	m.	NOUN
dem-4196	169	6	,	,	PUNCT
dem-4196	169	7	salamatian	salamatian	ADJ
dem-4196	169	8	k.	k.	PROPN
dem-4196	169	9	(	(	PUNCT
dem-4196	169	10	2008	2008	NUM
dem-4196	169	11	)	)	PUNCT
dem-4196	169	12	,	,	PUNCT
dem-4196	169	13	long	long	ADJ
dem-4196	169	14	range	range	NOUN
dem-4196	169	15	mutual	mutual	ADJ
dem-4196	169	16	information	information	NOUN
dem-4196	169	17	,	,	PUNCT
dem-4196	169	18	proceedings	proceeding	NOUN
dem-4196	169	19	of	of	ADP
dem-4196	169	20	the	the	DET
dem-4196	169	21	first	first	ADJ
dem-4196	169	22	workshop	workshop	NOUN
dem-4196	169	23	on	on	ADP
dem-4196	169	24	hot	hot	ADJ
dem-4196	169	25	topics	topic	NOUN
dem-4196	169	26	in	in	ADP
dem-4196	169	27	measurement	measurement	NOUN
dem-4196	169	28	and	and	CCONJ
dem-4196	169	29	modeling	modeling	NOUN
dem-4196	169	30	of	of	ADP
dem-4196	169	31	computer	computer	NOUN
dem-4196	169	32	systems	system	NOUN
dem-4196	169	33	(	(	PUNCT
dem-4196	169	34	hotmetrics	hotmetric	NOUN
dem-4196	169	35	’	'	PUNCT
dem-4196	169	36	08	08	NUM
dem-4196	169	37	)	)	PUNCT
dem-4196	169	38	,	,	PUNCT
dem-4196	169	39	annapolis	annapolis	PROPN
dem-4196	169	40	.	.	PUNCT
dem-4196	170	1	fraser	fraser	PROPN
dem-4196	170	2	a.m.	a.m.	PROPN
dem-4196	170	3	,	,	PUNCT
dem-4196	170	4	swinney	swinney	PROPN
dem-4196	170	5	h.l	h.l	PROPN
dem-4196	170	6	.	.	PROPN
dem-4196	171	1	(	(	PUNCT
dem-4196	171	2	1986	1986	NUM
dem-4196	171	3	)	)	PUNCT
dem-4196	171	4	,	,	PUNCT
dem-4196	171	5	independent	independent	ADJ
dem-4196	171	6	coordinates	coordinate	NOUN
dem-4196	171	7	for	for	ADP
dem-4196	171	8	strange	strange	ADJ
dem-4196	171	9	attractors	attractor	NOUN
dem-4196	171	10	from	from	ADP
dem-4196	171	11	mutual	mutual	ADJ
dem-4196	171	12	information	information	NOUN
dem-4196	171	13	,	,	PUNCT
dem-4196	171	14	physical	physical	ADJ
dem-4196	171	15	review	review	NOUN
dem-4196	171	16	a	a	PRON
dem-4196	171	17	,	,	PUNCT
dem-4196	171	18	33.2	33.2	NUM
dem-4196	171	19	,	,	PUNCT
dem-4196	171	20	1134–1140	1134–1140	NUM
dem-4196	171	21	.	.	PUNCT
dem-4196	172	1	granger	granger	PROPN
dem-4196	172	2	c.	c.	PROPN
dem-4196	172	3	w.	w.	PROPN
dem-4196	172	4	j.	j.	PROPN
dem-4196	172	5	,	,	PUNCT
dem-4196	172	6	terasvirta	terasvirta	PROPN
dem-4196	172	7	t.	t.	PROPN
dem-4196	172	8	(	(	PUNCT
dem-4196	172	9	1993	1993	NUM
dem-4196	172	10	)	)	PUNCT
dem-4196	172	11	,	,	PUNCT
dem-4196	172	12	modelling	model	VERB
dem-4196	172	13	nonlinear	nonlinear	ADJ
dem-4196	172	14	economic	economic	ADJ
dem-4196	172	15	relationship	relationship	NOUN
dem-4196	172	16	,	,	PUNCT
dem-4196	172	17	oxford	oxford	PROPN
dem-4196	172	18	university	university	PROPN
dem-4196	172	19	press	press	NOUN
dem-4196	172	20	,	,	PUNCT
dem-4196	172	21	oxford	oxford	PROPN
dem-4196	172	22	.	.	PUNCT
dem-4196	173	1	granger	granger	PROPN
dem-4196	173	2	c.	c.	PROPN
dem-4196	173	3	w.	w.	PROPN
dem-4196	173	4	j.	j.	PROPN
dem-4196	173	5	,	,	PUNCT
dem-4196	173	6	lin	lin	PROPN
dem-4196	173	7	j	j	PROPN
dem-4196	173	8	-	-	PROPN
dem-4196	173	9	l.	l.	PROPN
dem-4196	173	10	(	(	PUNCT
dem-4196	173	11	1994	1994	NUM
dem-4196	173	12	)	)	PUNCT
dem-4196	173	13	,	,	PUNCT
dem-4196	173	14	using	use	VERB
dem-4196	173	15	the	the	DET
dem-4196	173	16	mutual	mutual	ADJ
dem-4196	173	17	information	information	NOUN
dem-4196	173	18	coefficient	coefficient	NOUN
dem-4196	173	19	to	to	PART
dem-4196	173	20	identify	identify	VERB
dem-4196	173	21	lags	lag	NOUN
dem-4196	173	22	in	in	ADP
dem-4196	173	23	nonlinear	nonlinear	ADJ
dem-4196	173	24	models	model	NOUN
dem-4196	173	25	,	,	PUNCT
dem-4196	173	26	journal	journal	NOUN
dem-4196	173	27	of	of	ADP
dem-4196	173	28	time	time	NOUN
dem-4196	173	29	series	series	PROPN
dem-4196	173	30	analysis	analysis	NOUN
dem-4196	173	31	,	,	PUNCT
dem-4196	173	32	15	15	NUM
dem-4196	173	33	,	,	PUNCT
dem-4196	173	34	371–384	371–384	NUM
dem-4196	173	35	.	.	PUNCT
dem-4196	174	1	maasoumi	maasoumi	PROPN
dem-4196	174	2	e.	e.	PROPN
dem-4196	174	3	,	,	PUNCT
dem-4196	174	4	racine	racine	PROPN
dem-4196	174	5	j.	j.	PROPN
dem-4196	174	6	(	(	PUNCT
dem-4196	174	7	2002	2002	NUM
dem-4196	174	8	)	)	PUNCT
dem-4196	174	9	,	,	PUNCT
dem-4196	174	10	entropy	entropy	NOUN
dem-4196	174	11	and	and	CCONJ
dem-4196	174	12	predictability	predictability	NOUN
dem-4196	174	13	of	of	ADP
dem-4196	174	14	stock	stock	NOUN
dem-4196	174	15	market	market	NOUN
dem-4196	174	16	returns	return	NOUN
dem-4196	174	17	,	,	PUNCT
dem-4196	174	18	journal	journal	NOUN
dem-4196	174	19	of	of	ADP
dem-4196	174	20	econometric	econometric	PROPN
dem-4196	174	21	”	"	PUNCT
dem-4196	174	22	,	,	PUNCT
dem-4196	174	23	107	107	NUM
dem-4196	174	24	,	,	PUNCT
dem-4196	174	25	291–312	291–312	NUM
dem-4196	174	26	.	.	PUNCT
dem-4196	174	27	orzeszko	orzeszko	PROPN
dem-4196	174	28	w.	w.	PROPN
dem-4196	174	29	(	(	PUNCT
dem-4196	174	30	2010	2010	NUM
dem-4196	174	31	)	)	PUNCT
dem-4196	174	32	,	,	PUNCT
dem-4196	174	33	detection	detection	NOUN
dem-4196	174	34	of	of	ADP
dem-4196	174	35	nonlinear	nonlinear	ADJ
dem-4196	174	36	autodependencies	autodependencie	NOUN
dem-4196	174	37	using	use	VERB
dem-4196	174	38	hiemstra	hiemstra	ADJ
dem-4196	174	39	-	-	PUNCT
dem-4196	174	40	jones	jones	PROPN
dem-4196	174	41	test	test	NOUN
dem-4196	174	42	,	,	PUNCT
dem-4196	174	43	financial	financial	ADJ
dem-4196	174	44	markets	market	NOUN
dem-4196	174	45	.	.	PUNCT
dem-4196	175	1	principles	principle	NOUN
dem-4196	175	2	of	of	ADP
dem-4196	175	3	modeling	modeling	NOUN
dem-4196	175	4	,	,	PUNCT
dem-4196	175	5	forecasting	forecasting	NOUN
dem-4196	175	6	and	and	CCONJ
dem-4196	175	7	decision	decision	NOUN
dem-4196	175	8	-	-	PUNCT
dem-4196	175	9	making	making	NOUN
dem-4196	175	10	,	,	PUNCT
dem-4196	175	11	eds	ed	NOUN
dem-4196	175	12	.	.	PUNCT
dem-4196	176	1	milo	milo	PROPN
dem-4196	176	2	w.	w.	PROPN
dem-4196	176	3	,	,	PUNCT
dem-4196	176	4	szafrański	szafrański	PROPN
dem-4196	176	5	g.	g.	PROPN
dem-4196	176	6	,	,	PUNCT
dem-4196	176	7	wdowiński	wdowiński	PROPN
dem-4196	176	8	p.	p.	PROPN
dem-4196	176	9	,	,	PUNCT
dem-4196	176	10	157–170	157–170	NUM
dem-4196	176	11	.	.	PUNCT
dem-4196	177	1	współczynnik	współczynnik	AUX
dem-4196	177	2	informacji	informacji	VERB
dem-4196	177	3	wzajemnej	wzajemnej	PROPN
dem-4196	177	4	jako	jako	PROPN
dem-4196	177	5	miara	miara	PROPN
dem-4196	177	6	zależności	zależności	PROPN
dem-4196	177	7	nieliniowych	nieliniowych	PROPN
dem-4196	177	8	w	w	PROPN
dem-4196	177	9	szeregach	szeregach	PROPN
dem-4196	177	10	czasowych	czasowych	PROPN
dem-4196	177	11	z	z	PROPN
dem-4196	177	12	a	a	DET
dem-4196	177	13	r	r	NOUN
dem-4196	177	14	y	y	PROPN
dem-4196	177	15	s	s	PROPN
dem-4196	177	16	t	t	NOUN
dem-4196	177	17	r	r	NOUN
dem-4196	177	18	e	e	PROPN
dem-4196	177	19	ś	ś	PROPN
dem-4196	177	20	c	c	PROPN
dem-4196	177	21	i.	i.	PROPN
dem-4196	177	22	w	w	PROPN
dem-4196	177	23	artykule	artykule	PROPN
dem-4196	177	24	scharakteryzowano	scharakteryzowano	PROPN
dem-4196	177	25	konstrukcję	konstrukcję	PROPN
dem-4196	177	26	,	,	PUNCT
dem-4196	177	27	estymację	estymację	NOUN
dem-4196	177	28	oraz	oraz	PROPN
dem-4196	177	29	możliwości	możliwości	PROPN
dem-4196	177	30	zastosowania	zastosowania	PROPN
dem-4196	177	31	współczynnika	współczynnika	PROPN
dem-4196	177	32	informacji	informacji	PROPN
dem-4196	177	33	wzajemnej	wzajemnej	PROPN
dem-4196	177	34	.	.	PUNCT
dem-4196	178	1	przedstawiono	przedstawiono	PROPN
dem-4196	178	2	wyniki	wyniki	PROPN
dem-4196	178	3	symulacji	symulacji	PROPN
dem-4196	178	4	,	,	PUNCT
dem-4196	178	5	prowadzących	prowadzących	PROPN
dem-4196	178	6	do	do	VERB
dem-4196	178	7	weryfikacji	weryfikacji	PROPN
dem-4196	178	8	jego	jego	PROPN
dem-4196	178	9	przydatności	przydatności	PROPN
dem-4196	179	1	w	w	PROPN
dem-4196	179	2	procesie	procesie	PROPN
dem-4196	179	3	identyfikacji	identyfikacji	PROPN
dem-4196	179	4	zależności	zależności	PROPN
dem-4196	179	5	nieliniowych	nieliniowych	PROPN
dem-4196	179	6	w	w	PROPN
dem-4196	179	7	szeregach	szeregach	PROPN
dem-4196	179	8	czasowych	czasowych	PROPN
dem-4196	179	9	.	.	PUNCT
dem-4196	180	1	ponadto	ponadto	PROPN
dem-4196	180	2	zaprezentowano	zaprezentowano	PROPN
dem-4196	180	3	wyniki	wyniki	PROPN
dem-4196	180	4	zastosowania	zastosowania	PROPN
dem-4196	180	5	tego	tego	PROPN
dem-4196	180	6	współczynnika	współczynnika	PROPN
dem-4196	180	7	do	do	VERB
dem-4196	180	8	analizy	analizy	PROPN
dem-4196	180	9	indeksów	indeksów	PROPN
dem-4196	180	10	giełdy	giełdy	PROPN
dem-4196	180	11	papierów	papierów	PROPN
dem-4196	180	12	wartościowych	wartościowych	PROPN
dem-4196	180	13	w	w	PROPN
dem-4196	180	14	warszawie	warszawie	PROPN
dem-4196	180	15	.	.	PUNCT
dem-4196	181	1	s	s	PART
dem-4196	182	1	ł	ł	PROPN
dem-4196	182	2	o	o	X
dem-4196	182	3	w	w	NOUN
dem-4196	182	4	a	a	DET
dem-4196	182	5	k	k	X
dem-4196	182	6	l	l	NOUN
dem-4196	182	7	u	u	NOUN
dem-4196	183	1	c	c	NOUN
dem-4196	183	2	z	z	NOUN
dem-4196	183	3	o	o	X
dem-4196	183	4	w	w	PROPN
dem-4196	183	5	e	e	NOUN
dem-4196	183	6	:	:	PUNCT
dem-4196	183	7	nieliniowość	nieliniowość	NOUN
dem-4196	183	8	,	,	PUNCT
dem-4196	183	9	współczynnik	współczynnik	AUX
dem-4196	183	10	informacji	informacji	VERB
dem-4196	183	11	wzajemnej	wzajemnej	ADJ
dem-4196	183	12	,	,	PUNCT
dem-4196	183	13	mutual	mutual	ADJ
dem-4196	183	14	information	information	NOUN
dem-4196	183	15	,	,	PUNCT
dem-4196	183	16	identyfikacja	identyfikacja	PROPN
dem-4196	183	17	zależności	zależności	PROPN
dem-4196	183	18	.	.	PUNCT