id	sid	tid	token	lemma	pos
dem-1068	1	1	microsoft	microsoft	PROPN
dem-1068	1	2	word	word	NOUN
dem-1068	1	3	11_bruzda_bejger.docx	11_bruzda_bejger.docx	NUM
dem-1068	1	4	dynamic	dynamic	ADJ
dem-1068	1	5	econometric	econometric	ADJ
dem-1068	1	6	models	model	NOUN
dem-1068	1	7	vol	vol	NOUN
dem-1068	1	8	.	.	PROPN
dem-1068	1	9	11	11	NUM
dem-1068	1	10	–	–	PUNCT
dem-1068	1	11	nicolaus	nicolaus	PROPN
dem-1068	1	12	copernicus	copernicus	PROPN
dem-1068	1	13	university	university	PROPN
dem-1068	1	14	–	–	PUNCT
dem-1068	1	15	toruń	toruń	NOUN
dem-1068	1	16	–	–	PUNCT
dem-1068	1	17	2011	2011	NUM
dem-1068	1	18	sylwester	sylwester	NOUN
dem-1068	1	19	bejger	bejger	NOUN
dem-1068	1	20	,	,	PUNCT
dem-1068	1	21	joanna	joanna	PROPN
dem-1068	1	22	bruzda†	bruzda†	PROPN
dem-1068	1	23	nicolaus	nicolaus	PROPN
dem-1068	1	24	copernicus	copernicus	PROPN
dem-1068	1	25	university	university	PROPN
dem-1068	1	26	in	in	ADP
dem-1068	1	27	toruń	toruń	PROPN
dem-1068	1	28	detection	detection	NOUN
dem-1068	1	29	of	of	ADP
dem-1068	1	30	collusion	collusion	NOUN
dem-1068	1	31	equilibrium	equilibrium	NOUN
dem-1068	1	32	in	in	ADP
dem-1068	1	33	an	an	DET
dem-1068	1	34	industry	industry	NOUN
dem-1068	1	35	with	with	ADP
dem-1068	1	36	application	application	NOUN
dem-1068	1	37	of	of	ADP
dem-1068	1	38	wavelet	wavelet	NOUN
dem-1068	1	39	analysis	analysis	NOUN
dem-1068	1	40	a	a	DET
dem-1068	1	41	b	b	PROPN
dem-1068	1	42	s	s	ADP
dem-1068	1	43	t	t	PROPN
dem-1068	1	44	r	r	NOUN
dem-1068	1	45	a	a	DET
dem-1068	1	46	c	c	NOUN
dem-1068	1	47	t.	t.	NOUN
dem-1068	1	48	in	in	ADP
dem-1068	1	49	the	the	DET
dem-1068	1	50	present	present	ADJ
dem-1068	1	51	paper	paper	NOUN
dem-1068	1	52	an	an	DET
dem-1068	1	53	attempt	attempt	NOUN
dem-1068	1	54	was	be	AUX
dem-1068	1	55	made	make	VERB
dem-1068	1	56	to	to	PART
dem-1068	1	57	verify	verify	VERB
dem-1068	1	58	the	the	DET
dem-1068	1	59	possibilities	possibility	NOUN
dem-1068	1	60	of	of	ADP
dem-1068	1	61	the	the	DET
dem-1068	1	62	use	use	NOUN
dem-1068	1	63	of	of	ADP
dem-1068	1	64	a	a	DET
dem-1068	1	65	marker	marker	NOUN
dem-1068	1	66	of	of	ADP
dem-1068	1	67	structural	structural	ADJ
dem-1068	1	68	changes	change	NOUN
dem-1068	1	69	of	of	ADP
dem-1068	1	70	market	market	NOUN
dem-1068	1	71	price	price	NOUN
dem-1068	1	72	variance	variance	NOUN
dem-1068	1	73	in	in	ADP
dem-1068	1	74	the	the	DET
dem-1068	1	75	detection	detection	NOUN
dem-1068	1	76	of	of	ADP
dem-1068	1	77	trade	trade	NOUN
dem-1068	1	78	collusion	collusion	NOUN
dem-1068	1	79	between	between	ADP
dem-1068	1	80	business	business	NOUN
dem-1068	1	81	players	player	NOUN
dem-1068	1	82	.	.	PUNCT
dem-1068	2	1	we	we	PRON
dem-1068	2	2	used	use	VERB
dem-1068	2	3	the	the	DET
dem-1068	2	4	theoretical	theoretical	ADJ
dem-1068	2	5	model	model	NOUN
dem-1068	2	6	of	of	ADP
dem-1068	2	7	strategic	strategic	ADJ
dem-1068	2	8	behaviour	behaviour	NOUN
dem-1068	2	9	of	of	ADP
dem-1068	2	10	trade	trade	NOUN
dem-1068	2	11	players	player	NOUN
dem-1068	2	12	with	with	ADP
dem-1068	2	13	the	the	DET
dem-1068	2	14	assumption	assumption	NOUN
dem-1068	2	15	of	of	ADP
dem-1068	2	16	exogenous	exogenous	ADJ
dem-1068	2	17	and	and	CCONJ
dem-1068	2	18	time	time	NOUN
dem-1068	2	19	-	-	PUNCT
dem-1068	2	20	constant	constant	ADJ
dem-1068	2	21	cartel	cartel	NOUN
dem-1068	2	22	quota	quota	NOUN
dem-1068	2	23	(	(	PUNCT
dem-1068	2	24	market	market	NOUN
dem-1068	2	25	shares	share	NOUN
dem-1068	2	26	)	)	PUNCT
dem-1068	2	27	,	,	PUNCT
dem-1068	2	28	which	which	PRON
dem-1068	2	29	justifies	justify	VERB
dem-1068	2	30	the	the	DET
dem-1068	2	31	application	application	NOUN
dem-1068	2	32	of	of	ADP
dem-1068	2	33	a	a	DET
dem-1068	2	34	marker	marker	NOUN
dem-1068	2	35	for	for	ADP
dem-1068	2	36	business	business	NOUN
dem-1068	2	37	with	with	ADP
dem-1068	2	38	specific	specific	ADJ
dem-1068	2	39	parameters	parameter	NOUN
dem-1068	2	40	.	.	PUNCT
dem-1068	3	1	the	the	DET
dem-1068	3	2	paper	paper	NOUN
dem-1068	3	3	contains	contain	VERB
dem-1068	3	4	empirical	empirical	ADJ
dem-1068	3	5	employment	employment	NOUN
dem-1068	3	6	of	of	ADP
dem-1068	3	7	a	a	DET
dem-1068	3	8	marker	marker	NOUN
dem-1068	3	9	for	for	ADP
dem-1068	3	10	a	a	DET
dem-1068	3	11	sequence	sequence	NOUN
dem-1068	3	12	of	of	ADP
dem-1068	3	13	average	average	ADJ
dem-1068	3	14	lysine	lysine	NOUN
dem-1068	3	15	price	price	NOUN
dem-1068	3	16	on	on	ADP
dem-1068	3	17	the	the	DET
dem-1068	3	18	usa	usa	PROPN
dem-1068	3	19	market	market	NOUN
dem-1068	3	20	in	in	ADP
dem-1068	3	21	1990–1996	1990–1996	NUM
dem-1068	3	22	.	.	PUNCT
dem-1068	4	1	wavelet	wavelet	NOUN
dem-1068	4	2	analysis	analysis	NOUN
dem-1068	4	3	was	be	AUX
dem-1068	4	4	applied	apply	VERB
dem-1068	4	5	,	,	PUNCT
dem-1068	4	6	for	for	ADP
dem-1068	4	7	the	the	DET
dem-1068	4	8	first	first	ADJ
dem-1068	4	9	time	time	NOUN
dem-1068	4	10	in	in	ADP
dem-1068	4	11	this	this	DET
dem-1068	4	12	context	context	NOUN
dem-1068	4	13	,	,	PUNCT
dem-1068	4	14	as	as	ADP
dem-1068	4	15	the	the	DET
dem-1068	4	16	econometric	econometric	ADJ
dem-1068	4	17	method	method	NOUN
dem-1068	4	18	for	for	ADP
dem-1068	4	19	the	the	DET
dem-1068	4	20	detection	detection	NOUN
dem-1068	4	21	of	of	ADP
dem-1068	4	22	structural	structural	ADJ
dem-1068	4	23	changes	change	NOUN
dem-1068	4	24	in	in	ADP
dem-1068	4	25	the	the	DET
dem-1068	4	26	variance	variance	NOUN
dem-1068	4	27	.	.	PUNCT
dem-1068	5	1	k	k	PROPN
dem-1068	5	2	e	e	PROPN
dem-1068	5	3	y	y	PROPN
dem-1068	5	4	w	w	NOUN
dem-1068	5	5	o	o	NOUN
dem-1068	5	6	r	r	NOUN
dem-1068	5	7	d	d	X
dem-1068	5	8	s	s	NOUN
dem-1068	5	9	:	:	PUNCT
dem-1068	5	10	explicit	explicit	ADJ
dem-1068	5	11	and	and	CCONJ
dem-1068	5	12	tacit	tacit	ADJ
dem-1068	5	13	collusion	collusion	NOUN
dem-1068	5	14	,	,	PUNCT
dem-1068	5	15	supergame	supergame	VERB
dem-1068	5	16	with	with	ADP
dem-1068	5	17	a	a	DET
dem-1068	5	18	fixed	fix	VERB
dem-1068	5	19	structure	structure	NOUN
dem-1068	5	20	of	of	ADP
dem-1068	5	21	market	market	NOUN
dem-1068	5	22	shares	share	NOUN
dem-1068	5	23	,	,	PUNCT
dem-1068	5	24	price	price	NOUN
dem-1068	5	25	variance	variance	NOUN
dem-1068	5	26	,	,	PUNCT
dem-1068	5	27	wavelet	wavelet	NOUN
dem-1068	5	28	analysis	analysis	NOUN
dem-1068	5	29	introduction	introduction	NOUN
dem-1068	5	30	in	in	ADP
dem-1068	5	31	the	the	DET
dem-1068	5	32	paper	paper	NOUN
dem-1068	5	33	bejger	bejger	NOUN
dem-1068	5	34	(	(	PUNCT
dem-1068	5	35	2010	2010	NUM
dem-1068	5	36	)	)	PUNCT
dem-1068	5	37	,	,	PUNCT
dem-1068	5	38	on	on	ADP
dem-1068	5	39	the	the	DET
dem-1068	5	40	basis	basis	NOUN
dem-1068	5	41	of	of	ADP
dem-1068	5	42	well	well	ADV
dem-1068	5	43	-	-	PUNCT
dem-1068	5	44	known	know	VERB
dem-1068	5	45	lysine1	lysine1	NOUN
dem-1068	5	46	cartel	cartel	NOUN
dem-1068	5	47	(	(	PUNCT
dem-1068	5	48	1990–1996	1990–1996	NUM
dem-1068	5	49	period	period	NOUN
dem-1068	5	50	)	)	PUNCT
dem-1068	5	51	a	a	DET
dem-1068	5	52	theoretical	theoretical	ADJ
dem-1068	5	53	model	model	NOUN
dem-1068	5	54	of	of	ADP
dem-1068	5	55	strategic	strategic	ADJ
dem-1068	5	56	behaviour	behaviour	NOUN
dem-1068	5	57	of	of	ADP
dem-1068	5	58	industry	industry	NOUN
dem-1068	5	59	players	player	NOUN
dem-1068	5	60	was	be	AUX
dem-1068	5	61	constructed	construct	VERB
dem-1068	5	62	as	as	ADP
dem-1068	5	63	a	a	DET
dem-1068	5	64	standard	standard	ADJ
dem-1068	5	65	supergame	supergame	NOUN
dem-1068	5	66	model	model	NOUN
dem-1068	5	67	with	with	ADP
dem-1068	5	68	a	a	DET
dem-1068	5	69	cournot	cournot	ADJ
dem-1068	5	70	type	type	NOUN
dem-1068	5	71	stage	stage	NOUN
dem-1068	5	72	game	game	NOUN
dem-1068	5	73	with	with	ADP
dem-1068	5	74	additional	additional	ADJ
dem-1068	5	75	assumption	assumption	NOUN
dem-1068	5	76	of	of	ADP
dem-1068	5	77	exogenous	exogenous	ADJ
dem-1068	5	78	and	and	CCONJ
dem-1068	5	79	time	time	NOUN
dem-1068	5	80	-	-	PUNCT
dem-1068	5	81	constant	constant	ADJ
dem-1068	5	82	cartel	cartel	NOUN
dem-1068	5	83	quota	quota	NOUN
dem-1068	5	84	(	(	PUNCT
dem-1068	5	85	market	market	NOUN
dem-1068	5	86	shares	share	NOUN
dem-1068	5	87	)	)	PUNCT
dem-1068	5	88	.	.	PUNCT
dem-1068	6	1	for	for	ADP
dem-1068	6	2	business	business	NOUN
dem-1068	6	3	branches	branch	NOUN
dem-1068	6	4	bound	bind	VERB
dem-1068	6	5	by	by	ADP
dem-1068	6	6	specific	specific	ADJ
dem-1068	6	7	parameters	parameter	NOUN
dem-1068	6	8	,	,	PUNCT
dem-1068	6	9	e.g.	e.g.	ADV
dem-1068	6	10	lysine	lysine	NOUN
dem-1068	6	11	manufacturers2	manufacturers2	NOUN
dem-1068	6	12	in	in	ADP
dem-1068	6	13	the	the	DET
dem-1068	6	14	above	above	ADJ
dem-1068	6	15	mentioned	mention	VERB
dem-1068	6	16	period	period	NOUN
dem-1068	6	17	,	,	PUNCT
dem-1068	6	18	the	the	DET
dem-1068	6	19	model	model	NOUN
dem-1068	6	20	may	may	AUX
dem-1068	6	21	indicate	indicate	VERB
dem-1068	6	22	certain	certain	ADJ
dem-1068	6	23	characteristic	characteristic	ADJ
dem-1068	6	24	structural	structural	ADJ
dem-1068	6	25	disorders	disorder	NOUN
dem-1068	6	26	in	in	ADP
dem-1068	6	27	the	the	DET
dem-1068	6	28	variance	variance	NOUN
dem-1068	6	29	of	of	ADP
dem-1068	6	30	the	the	DET
dem-1068	6	31	market	market	NOUN
dem-1068	6	32	price	price	NOUN
dem-1068	6	33	,	,	PUNCT
dem-1068	6	34	resulting	result	VERB
dem-1068	6	35	from	from	ADP
dem-1068	6	36	the	the	DET
dem-1068	6	37	likelihood	likelihood	NOUN
dem-1068	6	38	of	of	ADP
dem-1068	6	39	the	the	DET
dem-1068	6	40	development	development	NOUN
dem-1068	6	41	of	of	ADP
dem-1068	6	42	price	price	NOUN
dem-1068	6	43	war	war	NOUN
dem-1068	6	44	phase	phase	NOUN
dem-1068	6	45	,	,	PUNCT
dem-1068	6	46	caused	cause	VERB
dem-1068	6	47	by	by	ADP
dem-1068	6	48	†	†	PROPN
dem-1068	6	49	the	the	DET
dem-1068	6	50	author	author	NOUN
dem-1068	6	51	acknowledges	acknowledge	VERB
dem-1068	6	52	the	the	DET
dem-1068	6	53	financial	financial	ADJ
dem-1068	6	54	support	support	NOUN
dem-1068	6	55	from	from	ADP
dem-1068	6	56	the	the	DET
dem-1068	6	57	polish	polish	PROPN
dem-1068	6	58	ministry	ministry	PROPN
dem-1068	6	59	of	of	ADP
dem-1068	6	60	science	science	PROPN
dem-1068	6	61	and	and	CCONJ
dem-1068	6	62	higher	high	ADJ
dem-1068	6	63	education	education	NOUN
dem-1068	6	64	under	under	ADP
dem-1068	6	65	the	the	DET
dem-1068	6	66	grant	grant	NOUN
dem-1068	6	67	no	no	INTJ
dem-1068	6	68	.	.	PUNCT
dem-1068	7	1	n	n	PROPN
dem-1068	7	2	n111	n111	PROPN
dem-1068	7	3	285135	285135	NUM
dem-1068	7	4	.	.	PUNCT
dem-1068	8	1	1	1	NUM
dem-1068	8	2	lysine	lysine	NOUN
dem-1068	8	3	is	be	AUX
dem-1068	8	4	an	an	DET
dem-1068	8	5	α	α	NOUN
dem-1068	8	6	-	-	PUNCT
dem-1068	8	7	amino	amino	ADJ
dem-1068	8	8	acid	acid	NOUN
dem-1068	8	9	that	that	PRON
dem-1068	8	10	the	the	DET
dem-1068	8	11	human	human	ADJ
dem-1068	8	12	body	body	NOUN
dem-1068	8	13	can	can	AUX
dem-1068	8	14	not	not	PART
dem-1068	8	15	synthesize	synthesize	VERB
dem-1068	8	16	.	.	PUNCT
dem-1068	9	1	lysine	lysine	NOUN
dem-1068	9	2	production	production	NOUN
dem-1068	9	3	for	for	ADP
dem-1068	9	4	animal	animal	NOUN
dem-1068	9	5	feed	feed	NOUN
dem-1068	9	6	is	be	AUX
dem-1068	9	7	a	a	DET
dem-1068	9	8	major	major	ADJ
dem-1068	9	9	global	global	ADJ
dem-1068	9	10	industry	industry	NOUN
dem-1068	9	11	,	,	PUNCT
dem-1068	9	12	as	as	SCONJ
dem-1068	9	13	lysine	lysine	NOUN
dem-1068	9	14	is	be	AUX
dem-1068	9	15	an	an	DET
dem-1068	9	16	important	important	ADJ
dem-1068	9	17	additive	additive	NOUN
dem-1068	9	18	to	to	ADP
dem-1068	9	19	animal	animal	NOUN
dem-1068	9	20	feed	feed	NOUN
dem-1068	9	21	because	because	SCONJ
dem-1068	9	22	it	it	PRON
dem-1068	9	23	is	be	AUX
dem-1068	9	24	a	a	DET
dem-1068	9	25	limiting	limit	VERB
dem-1068	9	26	amino	amino	NOUN
dem-1068	9	27	acid	acid	NOUN
dem-1068	9	28	when	when	SCONJ
dem-1068	9	29	optimizing	optimize	VERB
dem-1068	9	30	the	the	DET
dem-1068	9	31	growth	growth	NOUN
dem-1068	9	32	of	of	ADP
dem-1068	9	33	certain	certain	ADJ
dem-1068	9	34	animals	animal	NOUN
dem-1068	9	35	such	such	ADJ
dem-1068	9	36	as	as	ADP
dem-1068	9	37	pigs	pig	NOUN
dem-1068	9	38	and	and	CCONJ
dem-1068	9	39	chickens	chicken	NOUN
dem-1068	9	40	for	for	ADP
dem-1068	9	41	the	the	DET
dem-1068	9	42	production	production	NOUN
dem-1068	9	43	of	of	ADP
dem-1068	9	44	meat	meat	NOUN
dem-1068	9	45	.	.	PUNCT
dem-1068	10	1	2	2	NUM
dem-1068	10	2	for	for	ADP
dem-1068	10	3	a	a	DET
dem-1068	10	4	detailed	detailed	ADJ
dem-1068	10	5	description	description	NOUN
dem-1068	10	6	of	of	ADP
dem-1068	10	7	lysine	lysine	NOUN
dem-1068	10	8	conspiracy	conspiracy	NOUN
dem-1068	10	9	see	see	VERB
dem-1068	10	10	connor	connor	NOUN
dem-1068	10	11	(	(	PUNCT
dem-1068	10	12	2001	2001	NUM
dem-1068	10	13	)	)	PUNCT
dem-1068	10	14	.	.	PUNCT
dem-1068	11	1	sylwester	sylwester	NOUN
dem-1068	11	2	bejger	bejger	NOUN
dem-1068	11	3	,	,	PUNCT
dem-1068	11	4	joanna	joanna	PROPN
dem-1068	11	5	bruzda	bruzda	VERB
dem-1068	11	6	156	156	NUM
dem-1068	11	7	a	a	DET
dem-1068	11	8	player	player	NOUN
dem-1068	11	9	with	with	ADP
dem-1068	11	10	no	no	DET
dem-1068	11	11	intention	intention	NOUN
dem-1068	11	12	of	of	ADP
dem-1068	11	13	maintaining	maintain	VERB
dem-1068	11	14	or	or	CCONJ
dem-1068	11	15	establishing	establish	VERB
dem-1068	11	16	collusion	collusion	NOUN
dem-1068	11	17	due	due	ADP
dem-1068	11	18	to	to	ADP
dem-1068	11	19	a	a	DET
dem-1068	11	20	too	too	ADV
dem-1068	11	21	low	low	ADJ
dem-1068	11	22	predicted	predict	VERB
dem-1068	11	23	or	or	CCONJ
dem-1068	11	24	factual	factual	ADJ
dem-1068	11	25	share	share	NOUN
dem-1068	11	26	on	on	ADP
dem-1068	11	27	the	the	DET
dem-1068	11	28	market	market	NOUN
dem-1068	11	29	or	or	CCONJ
dem-1068	11	30	a	a	DET
dem-1068	11	31	certain	certain	ADJ
dem-1068	11	32	market	market	NOUN
dem-1068	11	33	price	price	NOUN
dem-1068	11	34	stiffness	stiffness	NOUN
dem-1068	11	35	in	in	ADP
dem-1068	11	36	the	the	DET
dem-1068	11	37	collusion	collusion	NOUN
dem-1068	11	38	phase	phase	NOUN
dem-1068	11	39	in	in	ADP
dem-1068	11	40	the	the	DET
dem-1068	11	41	periods	period	NOUN
dem-1068	11	42	of	of	ADP
dem-1068	11	43	market	market	NOUN
dem-1068	11	44	contraction	contraction	NOUN
dem-1068	11	45	.	.	PUNCT
dem-1068	12	1	present	present	ADJ
dem-1068	12	2	paper	paper	NOUN
dem-1068	12	3	includes	include	VERB
dem-1068	12	4	an	an	DET
dem-1068	12	5	attempt	attempt	NOUN
dem-1068	12	6	of	of	ADP
dem-1068	12	7	the	the	DET
dem-1068	12	8	application	application	NOUN
dem-1068	12	9	of	of	ADP
dem-1068	12	10	wavelet	wavelet	NOUN
dem-1068	12	11	analysis	analysis	NOUN
dem-1068	12	12	with	with	ADP
dem-1068	12	13	the	the	DET
dem-1068	12	14	aim	aim	NOUN
dem-1068	12	15	of	of	ADP
dem-1068	12	16	an	an	DET
dem-1068	12	17	empirical	empirical	ADJ
dem-1068	12	18	verification	verification	NOUN
dem-1068	12	19	of	of	ADP
dem-1068	12	20	the	the	DET
dem-1068	12	21	correctness	correctness	NOUN
dem-1068	12	22	of	of	ADP
dem-1068	12	23	theoretical	theoretical	ADJ
dem-1068	12	24	findings	finding	NOUN
dem-1068	12	25	.	.	PUNCT
dem-1068	13	1	the	the	DET
dem-1068	13	2	verification	verification	NOUN
dem-1068	13	3	is	be	AUX
dem-1068	13	4	made	make	VERB
dem-1068	13	5	possible	possible	ADJ
dem-1068	13	6	thanks	thank	NOUN
dem-1068	13	7	to	to	ADP
dem-1068	13	8	the	the	DET
dem-1068	13	9	well	well	ADV
dem-1068	13	10	known	know	VERB
dem-1068	13	11	history	history	NOUN
dem-1068	13	12	of	of	ADP
dem-1068	13	13	strategic	strategic	ADJ
dem-1068	13	14	behaviour	behaviour	NOUN
dem-1068	13	15	of	of	ADP
dem-1068	13	16	the	the	DET
dem-1068	13	17	players	player	NOUN
dem-1068	13	18	in	in	ADP
dem-1068	13	19	the	the	DET
dem-1068	13	20	business	business	NOUN
dem-1068	13	21	.	.	PUNCT
dem-1068	14	1	the	the	DET
dem-1068	14	2	following	follow	VERB
dem-1068	14	3	chapter	chapter	NOUN
dem-1068	14	4	will	will	AUX
dem-1068	14	5	introduce	introduce	VERB
dem-1068	14	6	the	the	DET
dem-1068	14	7	summary	summary	NOUN
dem-1068	14	8	of	of	ADP
dem-1068	14	9	the	the	DET
dem-1068	14	10	to	to	ADP
dem-1068	14	11	-	-	PUNCT
dem-1068	14	12	date	date	NOUN
dem-1068	14	13	empirical	empirical	ADJ
dem-1068	14	14	research	research	NOUN
dem-1068	14	15	with	with	ADP
dem-1068	14	16	the	the	DET
dem-1068	14	17	use	use	NOUN
dem-1068	14	18	of	of	ADP
dem-1068	14	19	variance	variance	NOUN
dem-1068	14	20	change	change	NOUN
dem-1068	14	21	marker	marker	NOUN
dem-1068	14	22	.	.	PUNCT
dem-1068	15	1	chapter	chapter	NOUN
dem-1068	15	2	2	2	NUM
dem-1068	15	3	contains	contain	VERB
dem-1068	15	4	the	the	DET
dem-1068	15	5	description	description	NOUN
dem-1068	15	6	of	of	ADP
dem-1068	15	7	research	research	NOUN
dem-1068	15	8	methodology	methodology	NOUN
dem-1068	15	9	.	.	PUNCT
dem-1068	16	1	chapter	chapter	NOUN
dem-1068	16	2	3	3	NUM
dem-1068	16	3	contains	contain	VERB
dem-1068	16	4	empirical	empirical	ADJ
dem-1068	16	5	work	work	NOUN
dem-1068	16	6	(	(	PUNCT
dem-1068	16	7	in	in	ADP
dem-1068	16	8	a	a	DET
dem-1068	16	9	case	case	NOUN
dem-1068	16	10	-	-	PUNCT
dem-1068	16	11	study	study	NOUN
dem-1068	16	12	flavour	flavour	NOUN
dem-1068	16	13	)	)	PUNCT
dem-1068	16	14	.	.	PUNCT
dem-1068	17	1	in	in	ADP
dem-1068	17	2	chapter	chapter	NOUN
dem-1068	17	3	4	4	NUM
dem-1068	17	4	the	the	DET
dem-1068	17	5	results	result	NOUN
dem-1068	17	6	of	of	ADP
dem-1068	17	7	the	the	DET
dem-1068	17	8	study	study	NOUN
dem-1068	17	9	were	be	AUX
dem-1068	17	10	presented	present	VERB
dem-1068	17	11	.	.	PUNCT
dem-1068	18	1	chapter	chapter	NOUN
dem-1068	18	2	5	5	NUM
dem-1068	18	3	summarizes	summarize	VERB
dem-1068	18	4	the	the	DET
dem-1068	18	5	whole	whole	NOUN
dem-1068	18	6	of	of	ADP
dem-1068	18	7	the	the	DET
dem-1068	18	8	research	research	NOUN
dem-1068	18	9	.	.	PUNCT
dem-1068	19	1	1	1	X
dem-1068	19	2	.	.	X
dem-1068	19	3	to	to	ADP
dem-1068	19	4	-	-	PUNCT
dem-1068	19	5	date	date	NOUN
dem-1068	19	6	empirical	empirical	ADJ
dem-1068	19	7	research	research	NOUN
dem-1068	19	8	with	with	ADP
dem-1068	19	9	application	application	NOUN
dem-1068	19	10	of	of	ADP
dem-1068	19	11	variance	variance	NOUN
dem-1068	19	12	change	change	NOUN
dem-1068	19	13	marker	marker	NOUN
dem-1068	19	14	assuming	assume	VERB
dem-1068	19	15	that	that	SCONJ
dem-1068	19	16	the	the	DET
dem-1068	19	17	theoretical	theoretical	ADJ
dem-1068	19	18	model	model	NOUN
dem-1068	19	19	accurately	accurately	ADV
dem-1068	19	20	describes	describe	VERB
dem-1068	19	21	strategic	strategic	ADJ
dem-1068	19	22	behaviour	behaviour	NOUN
dem-1068	19	23	in	in	ADP
dem-1068	19	24	the	the	DET
dem-1068	19	25	industry	industry	NOUN
dem-1068	19	26	of	of	ADP
dem-1068	19	27	lysine	lysine	NOUN
dem-1068	19	28	manufacturers	manufacturer	NOUN
dem-1068	19	29	,	,	PUNCT
dem-1068	19	30	the	the	DET
dem-1068	19	31	following	follow	VERB
dem-1068	19	32	research	research	NOUN
dem-1068	19	33	hypotheses	hypothesis	NOUN
dem-1068	19	34	could	could	AUX
dem-1068	19	35	be	be	AUX
dem-1068	19	36	put	put	VERB
dem-1068	19	37	forward	forward	ADV
dem-1068	19	38	:	:	PUNCT
dem-1068	19	39			NOUN
dem-1068	19	40	regime	regime	NOUN
dem-1068	19	41	changes	change	NOUN
dem-1068	19	42	of	of	ADP
dem-1068	19	43	the	the	DET
dem-1068	19	44	variance	variance	NOUN
dem-1068	19	45	of	of	ADP
dem-1068	19	46	average	average	ADJ
dem-1068	19	47	lysine	lysine	NOUN
dem-1068	19	48	prices	price	NOUN
dem-1068	19	49	are	be	AUX
dem-1068	19	50	possible	possible	ADJ
dem-1068	19	51	due	due	ADP
dem-1068	19	52	to	to	ADP
dem-1068	19	53	a	a	DET
dem-1068	19	54	probability	probability	NOUN
dem-1068	19	55	of	of	ADP
dem-1068	19	56	the	the	DET
dem-1068	19	57	occurrence	occurrence	NOUN
dem-1068	19	58	of	of	ADP
dem-1068	19	59	price	price	NOUN
dem-1068	19	60	war	war	NOUN
dem-1068	19	61	phases	phase	NOUN
dem-1068	19	62	,	,	PUNCT
dem-1068	19	63			NOUN
dem-1068	19	64	in	in	ADP
dem-1068	19	65	the	the	DET
dem-1068	19	66	collusion	collusion	NOUN
dem-1068	19	67	phase	phase	NOUN
dem-1068	19	68	the	the	DET
dem-1068	19	69	variance	variance	NOUN
dem-1068	19	70	should	should	AUX
dem-1068	19	71	be	be	AUX
dem-1068	19	72	lower	low	ADJ
dem-1068	19	73	than	than	ADP
dem-1068	19	74	in	in	ADP
dem-1068	19	75	competition	competition	NOUN
dem-1068	19	76	phase	phase	NOUN
dem-1068	19	77	.	.	PUNCT
dem-1068	20	1	these	these	DET
dem-1068	20	2	two	two	NUM
dem-1068	20	3	specific	specific	ADJ
dem-1068	20	4	patterns	pattern	NOUN
dem-1068	20	5	in	in	ADP
dem-1068	20	6	variance	variance	NOUN
dem-1068	20	7	process	process	NOUN
dem-1068	20	8	could	could	AUX
dem-1068	20	9	distinguish	distinguish	VERB
dem-1068	20	10	collusion	collusion	NOUN
dem-1068	20	11	from	from	ADP
dem-1068	20	12	competition	competition	NOUN
dem-1068	20	13	and	and	CCONJ
dem-1068	20	14	are	be	AUX
dem-1068	20	15	usually	usually	ADV
dem-1068	20	16	named	name	VERB
dem-1068	20	17	markers	marker	NOUN
dem-1068	20	18	of	of	ADP
dem-1068	20	19	collusion	collusion	NOUN
dem-1068	20	20	(	(	PUNCT
dem-1068	20	21	harrington	harrington	NOUN
dem-1068	20	22	,	,	PUNCT
dem-1068	20	23	2005	2005	NUM
dem-1068	20	24	,	,	PUNCT
dem-1068	20	25	p.	p.	NOUN
dem-1068	20	26	25	25	NUM
dem-1068	20	27	)	)	PUNCT
dem-1068	20	28	.	.	PUNCT
dem-1068	21	1	with	with	ADP
dem-1068	21	2	the	the	DET
dem-1068	21	3	aim	aim	NOUN
dem-1068	21	4	of	of	ADP
dem-1068	21	5	detecting	detect	VERB
dem-1068	21	6	such	such	ADJ
dem-1068	21	7	variance	variance	NOUN
dem-1068	21	8	disorders	disorder	NOUN
dem-1068	21	9	a	a	DET
dem-1068	21	10	wavelet	wavelet	NOUN
dem-1068	21	11	analysis	analysis	NOUN
dem-1068	21	12	was	be	AUX
dem-1068	21	13	applied	apply	VERB
dem-1068	21	14	.	.	PUNCT
dem-1068	22	1	so	so	ADV
dem-1068	22	2	far	far	ADV
dem-1068	22	3	,	,	PUNCT
dem-1068	22	4	such	such	ADJ
dem-1068	22	5	approach	approach	NOUN
dem-1068	22	6	has	have	AUX
dem-1068	22	7	not	not	PART
dem-1068	22	8	been	be	AUX
dem-1068	22	9	used	use	VERB
dem-1068	22	10	.	.	PUNCT
dem-1068	23	1	basing	base	VERB
dem-1068	23	2	on	on	ADP
dem-1068	23	3	theoretical	theoretical	ADJ
dem-1068	23	4	findings	finding	NOUN
dem-1068	23	5	,	,	PUNCT
dem-1068	23	6	one	one	PRON
dem-1068	23	7	could	could	AUX
dem-1068	23	8	put	put	VERB
dem-1068	23	9	forward	forward	ADV
dem-1068	23	10	a	a	DET
dem-1068	23	11	hypothesis	hypothesis	NOUN
dem-1068	23	12	that	that	PRON
dem-1068	23	13	,	,	PUNCT
dem-1068	23	14	on	on	ADP
dem-1068	23	15	average	average	ADJ
dem-1068	23	16	,	,	PUNCT
dem-1068	23	17	in	in	ADP
dem-1068	23	18	the	the	DET
dem-1068	23	19	collusion	collusion	NOUN
dem-1068	23	20	phase	phase	NOUN
dem-1068	23	21	price	price	NOUN
dem-1068	23	22	variance	variance	NOUN
dem-1068	23	23	is	be	AUX
dem-1068	23	24	lower	low	ADJ
dem-1068	23	25	than	than	ADP
dem-1068	23	26	in	in	ADP
dem-1068	23	27	the	the	DET
dem-1068	23	28	competition	competition	NOUN
dem-1068	23	29	phase	phase	NOUN
dem-1068	23	30	.	.	PUNCT
dem-1068	24	1	one	one	PRON
dem-1068	24	2	should	should	AUX
dem-1068	24	3	also	also	ADV
dem-1068	24	4	expect	expect	VERB
dem-1068	24	5	regime	regime	NOUN
dem-1068	24	6	variance	variance	NOUN
dem-1068	24	7	change	change	NOUN
dem-1068	24	8	while	while	SCONJ
dem-1068	24	9	switching	switch	VERB
dem-1068	24	10	from	from	ADP
dem-1068	24	11	collusion	collusion	NOUN
dem-1068	24	12	phase	phase	NOUN
dem-1068	24	13	to	to	ADP
dem-1068	24	14	competition	competition	NOUN
dem-1068	24	15	phase	phase	NOUN
dem-1068	24	16	(	(	PUNCT
dem-1068	24	17	price	price	NOUN
dem-1068	24	18	war	war	NOUN
dem-1068	24	19	)	)	PUNCT
dem-1068	24	20	.	.	PUNCT
dem-1068	25	1	to	to	ADP
dem-1068	25	2	-	-	PUNCT
dem-1068	25	3	date	date	NOUN
dem-1068	25	4	papers	paper	NOUN
dem-1068	25	5	connected	connect	VERB
dem-1068	25	6	with	with	ADP
dem-1068	25	7	the	the	DET
dem-1068	25	8	detection	detection	NOUN
dem-1068	25	9	of	of	ADP
dem-1068	25	10	collusion	collusion	NOUN
dem-1068	25	11	on	on	ADP
dem-1068	25	12	the	the	DET
dem-1068	25	13	basis	basis	NOUN
dem-1068	25	14	of	of	ADP
dem-1068	25	15	the	the	DET
dem-1068	25	16	detection	detection	NOUN
dem-1068	25	17	of	of	ADP
dem-1068	25	18	structural	structural	ADJ
dem-1068	25	19	changes	change	NOUN
dem-1068	25	20	in	in	ADP
dem-1068	25	21	the	the	DET
dem-1068	25	22	variance	variance	NOUN
dem-1068	25	23	embraced	embrace	VERB
dem-1068	25	24	the	the	DET
dem-1068	25	25	application	application	NOUN
dem-1068	25	26	of	of	ADP
dem-1068	25	27	descriptive	descriptive	ADJ
dem-1068	25	28	statistics	statistic	NOUN
dem-1068	25	29	methods	method	NOUN
dem-1068	25	30	in	in	ADP
dem-1068	25	31	the	the	DET
dem-1068	25	32	comparison	comparison	NOUN
dem-1068	25	33	of	of	ADP
dem-1068	25	34	variance	variance	NOUN
dem-1068	25	35	levels	level	NOUN
dem-1068	25	36	in	in	ADP
dem-1068	25	37	the	the	DET
dem-1068	25	38	phases	phase	NOUN
dem-1068	25	39	of	of	ADP
dem-1068	25	40	collusion	collusion	NOUN
dem-1068	25	41	and	and	CCONJ
dem-1068	25	42	competition	competition	NOUN
dem-1068	25	43	(	(	PUNCT
dem-1068	25	44	abrantes	abrante	NOUN
dem-1068	25	45	-	-	PUNCT
dem-1068	25	46	metz	metz	ADJ
dem-1068	25	47	,	,	PUNCT
dem-1068	25	48	froeb	froeb	PROPN
dem-1068	25	49	,	,	PUNCT
dem-1068	25	50	geweke	geweke	NOUN
dem-1068	25	51	,	,	PUNCT
dem-1068	25	52	taylor	taylor	PROPN
dem-1068	25	53	,	,	PUNCT
dem-1068	25	54	2006	2006	NUM
dem-1068	25	55	)	)	PUNCT
dem-1068	25	56	,	,	PUNCT
dem-1068	25	57	the	the	DET
dem-1068	25	58	application	application	NOUN
dem-1068	25	59	of	of	ADP
dem-1068	25	60	arch	arch	ADJ
dem-1068	25	61	/	/	SYM
dem-1068	25	62	garch	garch	NOUN
dem-1068	25	63	specification	specification	NOUN
dem-1068	25	64	in	in	ADP
dem-1068	25	65	the	the	DET
dem-1068	25	66	process	process	NOUN
dem-1068	25	67	of	of	ADP
dem-1068	25	68	market	market	NOUN
dem-1068	25	69	price	price	NOUN
dem-1068	25	70	including	include	VERB
dem-1068	25	71	the	the	DET
dem-1068	25	72	additional	additional	ADJ
dem-1068	25	73	0	0	NUM
dem-1068	25	74	-	-	SYM
dem-1068	25	75	1	1	NUM
dem-1068	25	76	variable	variable	NOUN
dem-1068	25	77	describing	describe	VERB
dem-1068	25	78	the	the	DET
dem-1068	25	79	phases	phase	NOUN
dem-1068	25	80	of	of	ADP
dem-1068	25	81	collusion	collusion	NOUN
dem-1068	25	82	and	and	CCONJ
dem-1068	25	83	competition	competition	NOUN
dem-1068	25	84	(	(	PUNCT
dem-1068	25	85	bolotova	bolotova	X
dem-1068	25	86	,	,	PUNCT
dem-1068	25	87	connor	connor	NOUN
dem-1068	25	88	,	,	PUNCT
dem-1068	25	89	miller	miller	PROPN
dem-1068	25	90	,	,	PUNCT
dem-1068	25	91	2008	2008	NUM
dem-1068	25	92	)	)	PUNCT
dem-1068	25	93	,	,	PUNCT
dem-1068	25	94	as	as	ADV
dem-1068	25	95	well	well	ADV
dem-1068	25	96	as	as	ADP
dem-1068	25	97	the	the	DET
dem-1068	25	98	application	application	NOUN
dem-1068	25	99	of	of	ADP
dem-1068	25	100	markov	markov	NOUN
dem-1068	25	101	switch	switch	NOUN
dem-1068	25	102	model	model	NOUN
dem-1068	25	103	of	of	ADP
dem-1068	25	104	ms(m)(ar(p))garch(p	ms(m)(ar(p))garch(p	PROPN
dem-1068	25	105	,	,	PUNCT
dem-1068	25	106	q	q	ADJ
dem-1068	25	107	)	)	PUNCT
dem-1068	25	108	type	type	NOUN
dem-1068	25	109	for	for	ADP
dem-1068	25	110	the	the	DET
dem-1068	25	111	variance	variance	NOUN
dem-1068	25	112	and/or	and/or	CCONJ
dem-1068	25	113	average	average	ADJ
dem-1068	25	114	(	(	PUNCT
dem-1068	25	115	constant	constant	ADJ
dem-1068	25	116	)	)	PUNCT
dem-1068	25	117	of	of	ADP
dem-1068	25	118	the	the	DET
dem-1068	25	119	price	price	NOUN
dem-1068	25	120	process	process	NOUN
dem-1068	25	121	(	(	PUNCT
dem-1068	25	122	bejger	bejger	NOUN
dem-1068	25	123	,	,	PUNCT
dem-1068	25	124	2009	2009	NUM
dem-1068	25	125	)	)	PUNCT
dem-1068	25	126	.	.	PUNCT
dem-1068	26	1	the	the	DET
dem-1068	26	2	two	two	NUM
dem-1068	26	3	latter	latter	ADJ
dem-1068	26	4	articles	article	NOUN
dem-1068	26	5	are	be	AUX
dem-1068	26	6	all	all	DET
dem-1068	26	7	the	the	PRON
dem-1068	26	8	more	more	ADV
dem-1068	26	9	interesting	interesting	ADJ
dem-1068	26	10	due	due	ADP
dem-1068	26	11	to	to	ADP
dem-1068	26	12	the	the	DET
dem-1068	26	13	fact	fact	NOUN
dem-1068	26	14	that	that	SCONJ
dem-1068	26	15	they	they	PRON
dem-1068	26	16	refer	refer	VERB
dem-1068	26	17	to	to	ADP
dem-1068	26	18	the	the	DET
dem-1068	26	19	cartel	cartel	NOUN
dem-1068	26	20	of	of	ADP
dem-1068	26	21	lysine	lysine	NOUN
dem-1068	26	22	manufacturers	manufacturer	NOUN
dem-1068	26	23	.	.	PUNCT
dem-1068	27	1	in	in	ADP
dem-1068	27	2	the	the	DET
dem-1068	27	3	paper	paper	NOUN
dem-1068	27	4	(	(	PUNCT
dem-1068	27	5	abrantes	abrante	NOUN
dem-1068	27	6	-	-	PUNCT
dem-1068	27	7	metz	metz	ADJ
dem-1068	27	8	,	,	PUNCT
dem-1068	27	9	froeb	froeb	PROPN
dem-1068	27	10	,	,	PUNCT
dem-1068	27	11	geweke	geweke	NOUN
dem-1068	27	12	,	,	PUNCT
dem-1068	27	13	taylor	taylor	PROPN
dem-1068	27	14	,	,	PUNCT
dem-1068	27	15	2006	2006	NUM
dem-1068	27	16	)	)	PUNCT
dem-1068	27	17	the	the	DET
dem-1068	27	18	cartel	cartel	NOUN
dem-1068	27	19	of	of	ADP
dem-1068	27	20	frozen	frozen	ADJ
dem-1068	27	21	fish	fish	NOUN
dem-1068	27	22	suppliers	supplier	NOUN
dem-1068	27	23	was	be	AUX
dem-1068	27	24	the	the	DET
dem-1068	27	25	research	research	NOUN
dem-1068	27	26	subject	subject	NOUN
dem-1068	27	27	.	.	PUNCT
dem-1068	28	1	the	the	DET
dem-1068	28	2	existence	existence	NOUN
dem-1068	28	3	and	and	CCONJ
dem-1068	28	4	functioning	functioning	NOUN
dem-1068	28	5	of	of	ADP
dem-1068	28	6	the	the	DET
dem-1068	28	7	cartel	cartel	NOUN
dem-1068	28	8	was	be	AUX
dem-1068	28	9	confirmed	confirm	VERB
dem-1068	28	10	by	by	ADP
dem-1068	28	11	the	the	DET
dem-1068	28	12	authorities	authority	NOUN
dem-1068	28	13	.	.	PUNCT
dem-1068	29	1	detection	detection	NOUN
dem-1068	29	2	of	of	ADP
dem-1068	29	3	collusion	collusion	NOUN
dem-1068	29	4	equilibrium	equilibrium	NOUN
dem-1068	29	5	in	in	ADP
dem-1068	29	6	an	an	DET
dem-1068	29	7	industry	industry	NOUN
dem-1068	29	8	with	with	ADP
dem-1068	29	9	application	application	NOUN
dem-1068	29	10	of	of	ADP
dem-1068	29	11	wavelet	wavelet	NOUN
dem-1068	29	12	analysis	analysis	NOUN
dem-1068	29	13	157	157	NUM
dem-1068	29	14	in	in	ADP
dem-1068	29	15	the	the	DET
dem-1068	29	16	course	course	NOUN
dem-1068	29	17	of	of	ADP
dem-1068	29	18	the	the	DET
dem-1068	29	19	research	research	NOUN
dem-1068	29	20	it	it	PRON
dem-1068	29	21	was	be	AUX
dem-1068	29	22	found	find	VERB
dem-1068	29	23	that	that	SCONJ
dem-1068	29	24	during	during	ADP
dem-1068	29	25	collusion	collusion	NOUN
dem-1068	29	26	phase	phase	NOUN
dem-1068	29	27	(	(	PUNCT
dem-1068	29	28	before	before	ADP
dem-1068	29	29	the	the	DET
dem-1068	29	30	discovery	discovery	NOUN
dem-1068	29	31	of	of	ADP
dem-1068	29	32	the	the	DET
dem-1068	29	33	cartel	cartel	NOUN
dem-1068	29	34	)	)	PUNCT
dem-1068	29	35	market	market	NOUN
dem-1068	29	36	price	price	NOUN
dem-1068	29	37	variance	variance	NOUN
dem-1068	29	38	(	(	PUNCT
dem-1068	29	39	offered	offer	VERB
dem-1068	29	40	by	by	ADP
dem-1068	29	41	colluders	colluder	NOUN
dem-1068	29	42	at	at	ADP
dem-1068	29	43	bargains	bargain	NOUN
dem-1068	29	44	)	)	PUNCT
dem-1068	29	45	was	be	AUX
dem-1068	29	46	significantly	significantly	ADV
dem-1068	29	47	lower	low	ADJ
dem-1068	29	48	than	than	ADP
dem-1068	29	49	after	after	ADP
dem-1068	29	50	the	the	DET
dem-1068	29	51	fall	fall	NOUN
dem-1068	29	52	of	of	ADP
dem-1068	29	53	the	the	DET
dem-1068	29	54	cartel	cartel	NOUN
dem-1068	29	55	.	.	PUNCT
dem-1068	30	1	the	the	DET
dem-1068	30	2	hypothesis	hypothesis	NOUN
dem-1068	30	3	that	that	PRON
dem-1068	30	4	justified	justify	VERB
dem-1068	30	5	the	the	DET
dem-1068	30	6	research	research	NOUN
dem-1068	30	7	was	be	AUX
dem-1068	30	8	the	the	DET
dem-1068	30	9	supergame	supergame	ADJ
dem-1068	30	10	model	model	NOUN
dem-1068	30	11	with	with	ADP
dem-1068	30	12	sppe	sppe	PROPN
dem-1068	30	13	equilibrium	equilibrium	NOUN
dem-1068	30	14	.	.	PUNCT
dem-1068	31	1	in	in	ADP
dem-1068	31	2	the	the	DET
dem-1068	31	3	article	article	NOUN
dem-1068	31	4	(	(	PUNCT
dem-1068	31	5	bolotova	bolotova	PROPN
dem-1068	31	6	,	,	PUNCT
dem-1068	31	7	connor	connor	NOUN
dem-1068	31	8	,	,	PUNCT
dem-1068	31	9	miller	miller	PROPN
dem-1068	31	10	,	,	PUNCT
dem-1068	31	11	2008	2008	NUM
dem-1068	31	12	)	)	PUNCT
dem-1068	31	13	arch	arch	ADJ
dem-1068	31	14	/	/	SYM
dem-1068	31	15	garch	garch	NOUN
dem-1068	31	16	specification	specification	NOUN
dem-1068	31	17	was	be	AUX
dem-1068	31	18	used	use	VERB
dem-1068	31	19	with	with	ADP
dem-1068	31	20	the	the	DET
dem-1068	31	21	aim	aim	NOUN
dem-1068	31	22	of	of	ADP
dem-1068	31	23	examining	examine	VERB
dem-1068	31	24	the	the	DET
dem-1068	31	25	disturbances	disturbance	NOUN
dem-1068	31	26	in	in	ADP
dem-1068	31	27	the	the	DET
dem-1068	31	28	variance	variance	NOUN
dem-1068	31	29	and	and	CCONJ
dem-1068	31	30	the	the	DET
dem-1068	31	31	average	average	NOUN
dem-1068	31	32	of	of	ADP
dem-1068	31	33	the	the	DET
dem-1068	31	34	lysine	lysine	NOUN
dem-1068	31	35	market	market	NOUN
dem-1068	31	36	price	price	NOUN
dem-1068	31	37	process	process	NOUN
dem-1068	31	38	during	during	ADP
dem-1068	31	39	the	the	DET
dem-1068	31	40	phases	phase	NOUN
dem-1068	31	41	of	of	ADP
dem-1068	31	42	competition	competition	NOUN
dem-1068	31	43	and	and	CCONJ
dem-1068	31	44	collusion	collusion	NOUN
dem-1068	31	45	.	.	PUNCT
dem-1068	32	1	the	the	DET
dem-1068	32	2	influence	influence	NOUN
dem-1068	32	3	was	be	AUX
dem-1068	32	4	described	describe	VERB
dem-1068	32	5	through	through	ADP
dem-1068	32	6	0	0	NUM
dem-1068	32	7	-	-	SYM
dem-1068	32	8	1	1	NUM
dem-1068	32	9	variables	variable	NOUN
dem-1068	32	10	for	for	ADP
dem-1068	32	11	the	the	DET
dem-1068	32	12	phases	phase	NOUN
dem-1068	32	13	of	of	ADP
dem-1068	32	14	cartel	cartel	NOUN
dem-1068	32	15	and	and	CCONJ
dem-1068	32	16	competition	competition	NOUN
dem-1068	32	17	.	.	PUNCT
dem-1068	33	1	a	a	DET
dem-1068	33	2	statistically	statistically	ADV
dem-1068	33	3	significantly	significantly	ADV
dem-1068	33	4	lower	low	ADJ
dem-1068	33	5	average	average	ADJ
dem-1068	33	6	variance	variance	NOUN
dem-1068	33	7	was	be	AUX
dem-1068	33	8	reached	reach	VERB
dem-1068	33	9	in	in	ADP
dem-1068	33	10	the	the	DET
dem-1068	33	11	periods	period	NOUN
dem-1068	33	12	of	of	ADP
dem-1068	33	13	collusion	collusion	NOUN
dem-1068	33	14	than	than	ADP
dem-1068	33	15	in	in	ADP
dem-1068	33	16	the	the	DET
dem-1068	33	17	phases	phase	NOUN
dem-1068	33	18	of	of	ADP
dem-1068	33	19	competition	competition	NOUN
dem-1068	33	20	.	.	PUNCT
dem-1068	34	1	however	however	ADV
dem-1068	34	2	,	,	PUNCT
dem-1068	34	3	it	it	PRON
dem-1068	34	4	should	should	AUX
dem-1068	34	5	be	be	AUX
dem-1068	34	6	underlined	underline	VERB
dem-1068	34	7	that	that	SCONJ
dem-1068	34	8	the	the	DET
dem-1068	34	9	marking	marking	NOUN
dem-1068	34	10	off	off	ADP
dem-1068	34	11	of	of	ADP
dem-1068	34	12	phases	phase	NOUN
dem-1068	34	13	of	of	ADP
dem-1068	34	14	both	both	DET
dem-1068	34	15	types	type	NOUN
dem-1068	34	16	(	(	PUNCT
dem-1068	34	17	with	with	ADP
dem-1068	34	18	the	the	DET
dem-1068	34	19	aim	aim	NOUN
dem-1068	34	20	of	of	ADP
dem-1068	34	21	01variable	01variable	PROPN
dem-1068	34	22	specification	specification	NOUN
dem-1068	34	23	)	)	PUNCT
dem-1068	34	24	took	take	VERB
dem-1068	34	25	place	place	NOUN
dem-1068	34	26	on	on	ADP
dem-1068	34	27	the	the	DET
dem-1068	34	28	basis	basis	NOUN
dem-1068	34	29	of	of	ADP
dem-1068	34	30	a	a	DET
dem-1068	34	31	posteriori	posteriori	NOUN
dem-1068	34	32	evidence	evidence	NOUN
dem-1068	34	33	from	from	ADP
dem-1068	34	34	the	the	DET
dem-1068	34	35	proceedings	proceeding	NOUN
dem-1068	34	36	in	in	ADP
dem-1068	34	37	the	the	DET
dem-1068	34	38	case	case	NOUN
dem-1068	34	39	of	of	ADP
dem-1068	34	40	the	the	DET
dem-1068	34	41	cartel	cartel	NOUN
dem-1068	34	42	.	.	PUNCT
dem-1068	35	1	in	in	ADP
dem-1068	35	2	the	the	DET
dem-1068	35	3	same	same	ADJ
dem-1068	35	4	article	article	NOUN
dem-1068	35	5	a	a	DET
dem-1068	35	6	cartel	cartel	NOUN
dem-1068	35	7	of	of	ADP
dem-1068	35	8	citric	citric	ADJ
dem-1068	35	9	acid	acid	NOUN
dem-1068	35	10	producers	producer	NOUN
dem-1068	35	11	was	be	AUX
dem-1068	35	12	studied	study	VERB
dem-1068	35	13	,	,	PUNCT
dem-1068	35	14	with	with	ADP
dem-1068	35	15	no	no	DET
dem-1068	35	16	particular	particular	ADJ
dem-1068	35	17	findings	finding	NOUN
dem-1068	35	18	as	as	ADP
dem-1068	35	19	to	to	ADP
dem-1068	35	20	the	the	DET
dem-1068	35	21	lower	low	ADJ
dem-1068	35	22	variance	variance	NOUN
dem-1068	35	23	in	in	ADP
dem-1068	35	24	the	the	DET
dem-1068	35	25	collusion	collusion	NOUN
dem-1068	35	26	phase	phase	NOUN
dem-1068	35	27	.	.	PUNCT
dem-1068	36	1	the	the	DET
dem-1068	36	2	theoretical	theoretical	ADJ
dem-1068	36	3	basis	basis	NOUN
dem-1068	36	4	for	for	ADP
dem-1068	36	5	the	the	DET
dem-1068	36	6	marker	marker	NOUN
dem-1068	36	7	was	be	AUX
dem-1068	36	8	sppe	sppe	NOUN
dem-1068	36	9	-	-	PUNCT
dem-1068	36	10	type	type	NOUN
dem-1068	36	11	equilibrium	equilibrium	NOUN
dem-1068	36	12	.	.	PUNCT
dem-1068	37	1	in	in	ADP
dem-1068	37	2	the	the	DET
dem-1068	37	3	paper	paper	NOUN
dem-1068	37	4	(	(	PUNCT
dem-1068	37	5	bejger	bejger	NOUN
dem-1068	37	6	,	,	PUNCT
dem-1068	37	7	2009	2009	NUM
dem-1068	37	8	)	)	PUNCT
dem-1068	37	9	markov	markov	NOUN
dem-1068	37	10	switching	switching	NOUN
dem-1068	37	11	model	model	NOUN
dem-1068	37	12	was	be	AUX
dem-1068	37	13	employed	employ	VERB
dem-1068	37	14	with	with	ADP
dem-1068	37	15	the	the	DET
dem-1068	37	16	aim	aim	NOUN
dem-1068	37	17	of	of	ADP
dem-1068	37	18	detecting	detect	VERB
dem-1068	37	19	moments	moment	NOUN
dem-1068	37	20	of	of	ADP
dem-1068	37	21	change	change	NOUN
dem-1068	37	22	in	in	ADP
dem-1068	37	23	the	the	DET
dem-1068	37	24	level	level	NOUN
dem-1068	37	25	of	of	ADP
dem-1068	37	26	variance	variance	NOUN
dem-1068	37	27	and	and	CCONJ
dem-1068	37	28	the	the	DET
dem-1068	37	29	average	average	NOUN
dem-1068	37	30	of	of	ADP
dem-1068	37	31	lysine	lysine	NOUN
dem-1068	37	32	price	price	NOUN
dem-1068	37	33	process	process	NOUN
dem-1068	37	34	.	.	PUNCT
dem-1068	38	1	the	the	DET
dem-1068	38	2	results	result	NOUN
dem-1068	38	3	confirmed	confirm	VERB
dem-1068	38	4	the	the	DET
dem-1068	38	5	existence	existence	NOUN
dem-1068	38	6	of	of	ADP
dem-1068	38	7	two	two	NUM
dem-1068	38	8	variance	variance	NOUN
dem-1068	38	9	regimes	regime	NOUN
dem-1068	38	10	and	and	CCONJ
dem-1068	38	11	a	a	DET
dem-1068	38	12	high	high	ADJ
dem-1068	38	13	likelihood	likelihood	NOUN
dem-1068	38	14	of	of	ADP
dem-1068	38	15	the	the	DET
dem-1068	38	16	process	process	NOUN
dem-1068	38	17	staying	stay	VERB
dem-1068	38	18	within	within	ADP
dem-1068	38	19	the	the	DET
dem-1068	38	20	lower	low	ADJ
dem-1068	38	21	variance	variance	NOUN
dem-1068	38	22	regime	regime	NOUN
dem-1068	38	23	,	,	PUNCT
dem-1068	38	24	especially	especially	ADV
dem-1068	38	25	during	during	ADP
dem-1068	38	26	the	the	DET
dem-1068	38	27	second	second	ADJ
dem-1068	38	28	collusion	collusion	NOUN
dem-1068	38	29	phase	phase	NOUN
dem-1068	38	30	.	.	PUNCT
dem-1068	39	1	the	the	DET
dem-1068	39	2	study	study	NOUN
dem-1068	39	3	seems	seem	VERB
dem-1068	39	4	of	of	ADP
dem-1068	39	5	importance	importance	NOUN
dem-1068	39	6	in	in	ADP
dem-1068	39	7	view	view	NOUN
dem-1068	39	8	of	of	ADP
dem-1068	39	9	the	the	DET
dem-1068	39	10	absence	absence	NOUN
dem-1068	39	11	of	of	ADP
dem-1068	39	12	assumptions	assumption	NOUN
dem-1068	39	13	as	as	ADP
dem-1068	39	14	to	to	ADP
dem-1068	39	15	the	the	DET
dem-1068	39	16	moments	moment	NOUN
dem-1068	39	17	of	of	ADP
dem-1068	39	18	switch	switch	NOUN
dem-1068	39	19	.	.	PUNCT
dem-1068	40	1	the	the	DET
dem-1068	40	2	detection	detection	NOUN
dem-1068	40	3	of	of	ADP
dem-1068	40	4	those	those	DET
dem-1068	40	5	moments	moment	NOUN
dem-1068	40	6	partly	partly	ADV
dem-1068	40	7	confirmed	confirm	VERB
dem-1068	40	8	the	the	DET
dem-1068	40	9	history	history	NOUN
dem-1068	40	10	of	of	ADP
dem-1068	40	11	cartel	cartel	NOUN
dem-1068	40	12	activity	activity	NOUN
dem-1068	40	13	known	know	VERB
dem-1068	40	14	from	from	ADP
dem-1068	40	15	the	the	DET
dem-1068	40	16	trial	trial	NOUN
dem-1068	40	17	evidence	evidence	NOUN
dem-1068	40	18	.	.	PUNCT
dem-1068	41	1	2	2	X
dem-1068	41	2	.	.	X
dem-1068	41	3	wavelet	wavelet	NOUN
dem-1068	41	4	analysis	analysis	NOUN
dem-1068	41	5	methodology	methodology	NOUN
dem-1068	41	6	assuming	assume	VERB
dem-1068	41	7	that	that	SCONJ
dem-1068	41	8	the	the	DET
dem-1068	41	9	theoretical	theoretical	ADJ
dem-1068	41	10	model	model	NOUN
dem-1068	41	11	accurately	accurately	ADV
dem-1068	41	12	describes	describe	VERB
dem-1068	41	13	strategic	strategic	ADJ
dem-1068	41	14	behaviour	behaviour	NOUN
dem-1068	41	15	in	in	ADP
dem-1068	41	16	the	the	DET
dem-1068	41	17	business	business	NOUN
dem-1068	41	18	of	of	ADP
dem-1068	41	19	lysine	lysine	NOUN
dem-1068	41	20	manufacturers	manufacturer	NOUN
dem-1068	41	21	,	,	PUNCT
dem-1068	41	22	one	one	PRON
dem-1068	41	23	could	could	AUX
dem-1068	41	24	put	put	VERB
dem-1068	41	25	forward	forward	ADV
dem-1068	41	26	the	the	DET
dem-1068	41	27	following	follow	VERB
dem-1068	41	28	research	research	NOUN
dem-1068	41	29	hypotheses	hypothesis	NOUN
dem-1068	41	30	:	:	PUNCT
dem-1068	41	31			NOUN
dem-1068	41	32	regime	regime	NOUN
dem-1068	41	33	changes	change	NOUN
dem-1068	41	34	of	of	ADP
dem-1068	41	35	the	the	DET
dem-1068	41	36	variance	variance	NOUN
dem-1068	41	37	of	of	ADP
dem-1068	41	38	average	average	ADJ
dem-1068	41	39	lysine	lysine	NOUN
dem-1068	41	40	prices	price	NOUN
dem-1068	41	41	are	be	AUX
dem-1068	41	42	possible	possible	ADJ
dem-1068	41	43	due	due	ADP
dem-1068	41	44	to	to	ADP
dem-1068	41	45	different	different	ADJ
dem-1068	41	46	phases	phase	NOUN
dem-1068	41	47	of	of	ADP
dem-1068	41	48	price	price	NOUN
dem-1068	41	49	war	war	NOUN
dem-1068	41	50	,	,	PUNCT
dem-1068	41	51			NOUN
dem-1068	41	52	in	in	ADP
dem-1068	41	53	the	the	DET
dem-1068	41	54	collusion	collusion	NOUN
dem-1068	41	55	phase	phase	NOUN
dem-1068	41	56	the	the	DET
dem-1068	41	57	variance	variance	NOUN
dem-1068	41	58	should	should	AUX
dem-1068	41	59	be	be	AUX
dem-1068	41	60	lower	low	ADJ
dem-1068	41	61	than	than	ADP
dem-1068	41	62	in	in	ADP
dem-1068	41	63	the	the	DET
dem-1068	41	64	competition	competition	NOUN
dem-1068	41	65	phase	phase	NOUN
dem-1068	41	66	.	.	PUNCT
dem-1068	42	1	with	with	ADP
dem-1068	42	2	the	the	DET
dem-1068	42	3	aim	aim	NOUN
dem-1068	42	4	of	of	ADP
dem-1068	42	5	detecting	detect	VERB
dem-1068	42	6	such	such	ADJ
dem-1068	42	7	variance	variance	NOUN
dem-1068	42	8	disorders	disorder	NOUN
dem-1068	42	9	a	a	DET
dem-1068	42	10	wavelet	wavelet	NOUN
dem-1068	42	11	analysis	analysis	NOUN
dem-1068	42	12	was	be	AUX
dem-1068	42	13	applied	apply	VERB
dem-1068	42	14	.	.	PUNCT
dem-1068	43	1	so	so	ADV
dem-1068	43	2	far	far	ADV
dem-1068	43	3	,	,	PUNCT
dem-1068	43	4	such	such	ADJ
dem-1068	43	5	approach	approach	NOUN
dem-1068	43	6	has	have	AUX
dem-1068	43	7	not	not	PART
dem-1068	43	8	been	be	AUX
dem-1068	43	9	used	use	VERB
dem-1068	43	10	.	.	PUNCT
dem-1068	44	1	comparing	compare	VERB
dem-1068	44	2	it	it	PRON
dem-1068	44	3	to	to	PART
dem-1068	44	4	variance	variance	VERB
dem-1068	44	5	marker	marker	NOUN
dem-1068	44	6	-	-	PUNCT
dem-1068	44	7	based	base	VERB
dem-1068	44	8	econometric	econometric	ADJ
dem-1068	44	9	methods	method	NOUN
dem-1068	44	10	of	of	ADP
dem-1068	44	11	collusion	collusion	NOUN
dem-1068	44	12	detection	detection	NOUN
dem-1068	44	13	applied	apply	VERB
dem-1068	44	14	before	before	ADV
dem-1068	44	15	(	(	PUNCT
dem-1068	44	16	mentioned	mention	VERB
dem-1068	44	17	in	in	ADP
dem-1068	44	18	chapter	chapter	NOUN
dem-1068	44	19	1	1	NUM
dem-1068	44	20	)	)	PUNCT
dem-1068	44	21	,	,	PUNCT
dem-1068	44	22	it	it	PRON
dem-1068	44	23	can	can	AUX
dem-1068	44	24	be	be	AUX
dem-1068	44	25	noticed	notice	VERB
dem-1068	44	26	that	that	SCONJ
dem-1068	44	27	the	the	DET
dem-1068	44	28	wavelet	wavelet	NOUN
dem-1068	44	29	analysis	analysis	NOUN
dem-1068	44	30	makes	make	VERB
dem-1068	44	31	it	it	PRON
dem-1068	44	32	possible	possible	ADJ
dem-1068	44	33	to	to	PART
dem-1068	44	34	utilize	utilize	VERB
dem-1068	44	35	simple	simple	ADJ
dem-1068	44	36	methods	method	NOUN
dem-1068	44	37	of	of	ADP
dem-1068	44	38	statistical	statistical	ADJ
dem-1068	44	39	inference	inference	NOUN
dem-1068	44	40	,	,	PUNCT
dem-1068	44	41	allows	allow	VERB
dem-1068	44	42	the	the	DET
dem-1068	44	43	preliminary	preliminary	ADJ
dem-1068	44	44	,	,	PUNCT
dem-1068	44	45	graphic	graphic	ADJ
dem-1068	44	46	,	,	PUNCT
dem-1068	44	47	estimation	estimation	NOUN
dem-1068	44	48	of	of	ADP
dem-1068	44	49	the	the	DET
dem-1068	44	50	changes	change	NOUN
dem-1068	44	51	in	in	ADP
dem-1068	44	52	variance	variance	NOUN
dem-1068	44	53	,	,	PUNCT
dem-1068	44	54	and	and	CCONJ
dem-1068	44	55	as	as	SCONJ
dem-1068	44	56	a	a	DET
dem-1068	44	57	non	non	ADJ
dem-1068	44	58	-	-	ADJ
dem-1068	44	59	parametric	parametric	ADJ
dem-1068	44	60	method	method	NOUN
dem-1068	44	61	is	be	AUX
dem-1068	44	62	not	not	PART
dem-1068	44	63	burdened	burden	VERB
dem-1068	44	64	with	with	ADP
dem-1068	44	65	model	model	NOUN
dem-1068	44	66	specification	specification	NOUN
dem-1068	44	67	error	error	NOUN
dem-1068	44	68	.	.	PUNCT
dem-1068	45	1	in	in	ADP
dem-1068	45	2	addition	addition	NOUN
dem-1068	45	3	,	,	PUNCT
dem-1068	45	4	it	it	PRON
dem-1068	45	5	allows	allow	VERB
dem-1068	45	6	for	for	ADP
dem-1068	45	7	the	the	DET
dem-1068	45	8	indication	indication	NOUN
dem-1068	45	9	of	of	ADP
dem-1068	45	10	the	the	DET
dem-1068	45	11	scales	scale	NOUN
dem-1068	45	12	in	in	ADP
dem-1068	45	13	case	case	NOUN
dem-1068	45	14	of	of	ADP
dem-1068	45	15	which	which	PRON
dem-1068	45	16	a	a	DET
dem-1068	45	17	change	change	NOUN
dem-1068	45	18	occurs	occur	VERB
dem-1068	45	19	;	;	PUNCT
dem-1068	45	20	this	this	PRON
dem-1068	45	21	however	however	ADV
dem-1068	45	22	requires	require	VERB
dem-1068	45	23	the	the	DET
dem-1068	45	24	access	access	NOUN
dem-1068	45	25	to	to	ADP
dem-1068	45	26	long	long	ADJ
dem-1068	45	27	time	time	NOUN
dem-1068	45	28	sequences	sequence	NOUN
dem-1068	45	29	.	.	PUNCT
dem-1068	46	1	sylwester	sylwester	NOUN
dem-1068	46	2	bejger	bejger	NOUN
dem-1068	46	3	,	,	PUNCT
dem-1068	46	4	joanna	joanna	PROPN
dem-1068	46	5	bruzda	bruzda	VERB
dem-1068	46	6	158	158	NUM
dem-1068	46	7	wavelet	wavelet	NOUN
dem-1068	46	8	analysis	analysis	NOUN
dem-1068	46	9	consists	consist	VERB
dem-1068	46	10	in	in	ADP
dem-1068	46	11	the	the	DET
dem-1068	46	12	decomposition	decomposition	NOUN
dem-1068	46	13	of	of	ADP
dem-1068	46	14	the	the	DET
dem-1068	46	15	process	process	NOUN
dem-1068	46	16	into	into	ADP
dem-1068	46	17	components	component	NOUN
dem-1068	46	18	constituting	constitute	VERB
dem-1068	46	19	shifted	shift	VERB
dem-1068	46	20	and	and	CCONJ
dem-1068	46	21	rescaled	rescaled	ADJ
dem-1068	46	22	versions	version	NOUN
dem-1068	46	23	of	of	ADP
dem-1068	46	24	the	the	DET
dem-1068	46	25	so	so	ADV
dem-1068	46	26	-	-	PUNCT
dem-1068	46	27	called	call	VERB
dem-1068	46	28	mother	mother	NOUN
dem-1068	46	29	wavelet	wavelet	NOUN
dem-1068	46	30	,	,	PUNCT
dem-1068	46	31	,	,	PUNCT
dem-1068	46	32	which	which	PRON
dem-1068	46	33	is	be	AUX
dem-1068	46	34	a	a	DET
dem-1068	46	35	function	function	NOUN
dem-1068	46	36	with	with	ADP
dem-1068	46	37	unit	unit	NOUN
dem-1068	46	38	energy	energy	NOUN
dem-1068	46	39	,	,	PUNCT
dem-1068	46	40	fulfilling	fulfil	VERB
dem-1068	46	41	the	the	DET
dem-1068	46	42	so	so	ADV
dem-1068	46	43	-	-	PUNCT
dem-1068	46	44	called	call	VERB
dem-1068	46	45	admissibility	admissibility	NOUN
dem-1068	46	46	condition	condition	NOUN
dem-1068	46	47	(	(	PUNCT
dem-1068	46	48	percival	percival	NOUN
dem-1068	46	49	,	,	PUNCT
dem-1068	46	50	walden	walden	NOUN
dem-1068	46	51	,	,	PUNCT
dem-1068	46	52	2000	2000	NUM
dem-1068	46	53	,	,	PUNCT
dem-1068	46	54	p.	p.	NOUN
dem-1068	46	55	4	4	NUM
dem-1068	46	56	)	)	PUNCT
dem-1068	46	57	.	.	PUNCT
dem-1068	47	1	let	let	VERB
dem-1068	47	2	a	a	DET
dem-1068	47	3	vector	vector	NOUN
dem-1068	47	4	be	be	AUX
dem-1068	47	5	given	give	VERB
dem-1068	47	6	in	in	ADP
dem-1068	47	7	the	the	DET
dem-1068	47	8	form	form	NOUN
dem-1068	47	9	of	of	ADP
dem-1068	47	10	)	)	PUNCT
dem-1068	47	11	,	,	PUNCT
dem-1068	47	12	,	,	PUNCT
dem-1068	47	13	,	,	PUNCT
dem-1068	47	14	(	(	PUNCT
dem-1068	47	15	110	110	NUM
dem-1068	47	16			PROPN
dem-1068	47	17	nxxx	nxxx	NOUN
dem-1068	47	18	x	x	X
dem-1068	47	19	where	where	SCONJ
dem-1068	47	20	jn	jn	PROPN
dem-1068	47	21	2	2	NUM
dem-1068	47	22	.	.	PUNCT
dem-1068	48	1	for	for	ADP
dem-1068	48	2	and	and	CCONJ
dem-1068	48	3	(	(	PUNCT
dem-1068	48	4	j	j	NOUN
dem-1068	48	5	–	–	PUNCT
dem-1068	48	6	decomposition	decomposition	NOUN
dem-1068	48	7	level	level	NOUN
dem-1068	48	8	,	,	PUNCT
dem-1068	48	9	t	t	PROPN
dem-1068	48	10	–	–	PUNCT
dem-1068	48	11	wavelet	wavelet	NOUN
dem-1068	48	12	coefficient	coefficient	NOUN
dem-1068	48	13	number	number	NOUN
dem-1068	48	14	)	)	PUNCT
dem-1068	48	15	we	we	PRON
dem-1068	48	16	define	define	VERB
dem-1068	48	17	discrete	discrete	ADJ
dem-1068	48	18	wavelet	wavelet	NOUN
dem-1068	48	19	transformation	transformation	NOUN
dem-1068	48	20	(	(	PUNCT
dem-1068	48	21	dwt	dwt	NOUN
dem-1068	48	22	)	)	PUNCT
dem-1068	48	23	of	of	ADP
dem-1068	48	24	the	the	DET
dem-1068	48	25	vector	vector	NOUN
dem-1068	48	26	x	x	NOUN
dem-1068	48	27	:	:	PUNCT
dem-1068	48	28			NOUN
dem-1068	48	29			NOUN
dem-1068	48	30			VERB
dem-1068	48	31			NOUN
dem-1068	48	32			NUM
dem-1068	48	33	1	1	NUM
dem-1068	48	34	0	0	NUM
dem-1068	48	35	,	,	PUNCT
dem-1068	48	36	,	,	PUNCT
dem-1068	48	37	n	n	CCONJ
dem-1068	48	38	n	n	ADV
dem-1068	48	39	tjntj	tjntj	VERB
dem-1068	48	40	nxw	nxw	PROPN
dem-1068	48	41			NOUN
dem-1068	48	42	,	,	PUNCT
dem-1068	48	43	(	(	PUNCT
dem-1068	48	44	1	1	X
dem-1068	48	45	)	)	PUNCT
dem-1068	48	46	where	where	SCONJ
dem-1068	48	47	)	)	PUNCT
dem-1068	48	48	(	(	PUNCT
dem-1068	48	49	,	,	PUNCT
dem-1068	48	50	tj	tj	PROPN
dem-1068	48	51	are	be	AUX
dem-1068	48	52	versions	version	NOUN
dem-1068	48	53	of	of	ADP
dem-1068	48	54	the	the	DET
dem-1068	48	55	basis	basis	NOUN
dem-1068	48	56	wavelet	wavelet	NOUN
dem-1068	48	57	shifted	shift	VERB
dem-1068	48	58	by	by	ADP
dem-1068	48	59	an	an	DET
dem-1068	48	60	integer	integer	NOUN
dem-1068	48	61	number	number	NOUN
dem-1068	48	62	and	and	CCONJ
dem-1068	48	63	rescaled	rescale	VERB
dem-1068	48	64	on	on	ADP
dem-1068	48	65	the	the	DET
dem-1068	48	66	dyadic	dyadic	ADJ
dem-1068	48	67	scale	scale	NOUN
dem-1068	48	68	,	,	PUNCT
dem-1068	48	69	...	...	PUNCT
dem-1068	48	70	2,1,2	2,1,2	NUM
dem-1068	48	71	1	1	NUM
dem-1068	48	72			NUM
dem-1068	48	73			PROPN
dem-1068	48	74	jj	jj	PROPN
dem-1068	48	75	j	j	PROPN
dem-1068	48	76	,	,	PUNCT
dem-1068	48	77	i.e.	i.e.	X
dem-1068	48	78	:	:	PUNCT
dem-1068	48	79			NOUN
dem-1068	48	80	txx	txx	PUNCT
dem-1068	49	1	jj	jj	PROPN
dem-1068	49	2	tj	tj	PROPN
dem-1068	49	3			PROPN
dem-1068	49	4			NUM
dem-1068	49	5	22	22	NUM
dem-1068	49	6	)	)	PUNCT
dem-1068	49	7	(	(	PUNCT
dem-1068	49	8	2/	2/	NUM
dem-1068	49	9	,	,	PUNCT
dem-1068	49	10			NOUN
dem-1068	49	11	.	.	PUNCT
dem-1068	50	1	(	(	PUNCT
dem-1068	50	2	2	2	X
dem-1068	50	3	)	)	PUNCT
dem-1068	50	4	in	in	ADP
dem-1068	50	5	the	the	DET
dem-1068	50	6	case	case	NOUN
dem-1068	50	7	of	of	ADP
dem-1068	50	8	the	the	DET
dem-1068	50	9	popular	popular	ADJ
dem-1068	50	10	daubechies	daubechie	NOUN
dem-1068	50	11	wavelets	wavelet	VERB
dem-1068	50	12	for	for	ADP
dem-1068	50	13	a	a	DET
dem-1068	50	14	given	give	VERB
dem-1068	50	15	j	j	PROPN
dem-1068	50	16	wavelet	wavelet	NOUN
dem-1068	50	17	coefficients	coefficient	NOUN
dem-1068	50	18	tjw	tjw	INTJ
dem-1068	50	19	,	,	PUNCT
dem-1068	50	20	are	be	AUX
dem-1068	50	21	proportional	proportional	ADJ
dem-1068	50	22	to	to	ADP
dem-1068	50	23	differences	difference	NOUN
dem-1068	50	24	(	(	PUNCT
dem-1068	50	25	of	of	ADP
dem-1068	50	26	various	various	ADJ
dem-1068	50	27	orders	order	NOUN
dem-1068	50	28	)	)	PUNCT
dem-1068	50	29	of	of	ADP
dem-1068	50	30	weighted	weight	VERB
dem-1068	50	31	averages	average	NOUN
dem-1068	50	32	over	over	ADP
dem-1068	50	33	the	the	DET
dem-1068	50	34	scale	scale	NOUN
dem-1068	50	35	j	j	PROPN
dem-1068	50	36	.	.	PUNCT
dem-1068	51	1	for	for	ADP
dem-1068	51	2	the	the	DET
dem-1068	51	3	stochastic	stochastic	ADJ
dem-1068	51	4	process	process	NOUN
dem-1068	51	5	tx	tx	ADP
dem-1068	51	6	a	a	DET
dem-1068	51	7	time	time	NOUN
dem-1068	51	8	-	-	PUNCT
dem-1068	51	9	varying	vary	VERB
dem-1068	51	10	wavelet	wavelet	NOUN
dem-1068	51	11	variance	variance	NOUN
dem-1068	51	12	is	be	AUX
dem-1068	51	13	defined	define	VERB
dem-1068	51	14	in	in	ADP
dem-1068	51	15	the	the	DET
dem-1068	51	16	following	following	ADJ
dem-1068	51	17	way	way	NOUN
dem-1068	51	18	:	:	PUNCT
dem-1068	51	19	)	)	PUNCT
dem-1068	52	1	var	var	NOUN
dem-1068	52	2	(	(	PUNCT
dem-1068	52	3	2	2	NUM
dem-1068	52	4	1	1	NUM
dem-1068	52	5	)	)	PUNCT
dem-1068	52	6	(	(	PUNCT
dem-1068	52	7	,	,	PUNCT
dem-1068	52	8	2	2	NUM
dem-1068	52	9	tj	tj	NOUN
dem-1068	52	10	j	j	PROPN
dem-1068	52	11	jt	jt	PROPN
dem-1068	52	12	w	w	PROPN
dem-1068	52	13			PROPN
dem-1068	52	14			PROPN
dem-1068	52	15			PROPN
dem-1068	52	16	.	.	PUNCT
dem-1068	53	1	(	(	PUNCT
dem-1068	53	2	3	3	X
dem-1068	53	3	)	)	PUNCT
dem-1068	53	4	under	under	ADP
dem-1068	53	5	the	the	DET
dem-1068	53	6	assumption	assumption	NOUN
dem-1068	53	7	that	that	SCONJ
dem-1068	53	8	the	the	DET
dem-1068	53	9	quantity	quantity	NOUN
dem-1068	53	10	above	above	ADV
dem-1068	53	11	does	do	AUX
dem-1068	53	12	not	not	PART
dem-1068	53	13	depend	depend	VERB
dem-1068	53	14	directly	directly	ADV
dem-1068	53	15	on	on	ADP
dem-1068	53	16	time	time	NOUN
dem-1068	53	17	3	3	NUM
dem-1068	53	18	,	,	PUNCT
dem-1068	53	19	we	we	PRON
dem-1068	53	20	obtain	obtain	VERB
dem-1068	53	21	a	a	DET
dem-1068	53	22	decomposition	decomposition	NOUN
dem-1068	53	23	of	of	ADP
dem-1068	53	24	the	the	DET
dem-1068	53	25	variance	variance	NOUN
dem-1068	53	26	according	accord	VERB
dem-1068	53	27	to	to	ADP
dem-1068	53	28	the	the	DET
dem-1068	53	29	scale	scale	NOUN
dem-1068	53	30	in	in	ADP
dem-1068	53	31	the	the	DET
dem-1068	53	32	form	form	NOUN
dem-1068	53	33	(	(	PUNCT
dem-1068	53	34	percival	percival	NOUN
dem-1068	53	35	,	,	PUNCT
dem-1068	53	36	walden	walden	NOUN
dem-1068	53	37	,	,	PUNCT
dem-1068	53	38	2000	2000	NUM
dem-1068	53	39	,	,	PUNCT
dem-1068	53	40	pp	pp	ADJ
dem-1068	53	41	.	.	PUNCT
dem-1068	54	1	296	296	NUM
dem-1068	54	2	-	-	SYM
dem-1068	54	3	298	298	NUM
dem-1068	54	4	):	):	PUNCT
dem-1068	54	5			X
dem-1068	54	6			X
dem-1068	54	7			VERB
dem-1068	54	8			PRON
dem-1068	54	9			NOUN
dem-1068	54	10			NUM
dem-1068	54	11			NUM
dem-1068	54	12	1	1	NUM
dem-1068	54	13	1	1	NUM
dem-1068	54	14	2	2	NUM
dem-1068	54	15	,	,	PUNCT
dem-1068	54	16	)	)	PUNCT
dem-1068	54	17	(	(	PUNCT
dem-1068	54	18	)	)	PUNCT
dem-1068	54	19	var	var	NOUN
dem-1068	54	20	(	(	PUNCT
dem-1068	54	21	1	1	NUM
dem-1068	54	22	2	2	NUM
dem-1068	54	23	1	1	NUM
dem-1068	54	24	)	)	PUNCT
dem-1068	54	25	var	var	NOUN
dem-1068	54	26	(	(	PUNCT
dem-1068	54	27	j	j	PROPN
dem-1068	54	28	j	j	PROPN
dem-1068	54	29	jtj	jtj	VERB
dem-1068	54	30	j	j	PROPN
dem-1068	54	31	t	t	PROPN
dem-1068	54	32	wx	wx	PROPN
dem-1068	55	1			PROPN
dem-1068	55	2			X
dem-1068	55	3	.	.	PUNCT
dem-1068	56	1	(	(	PUNCT
dem-1068	56	2	4	4	X
dem-1068	56	3	)	)	PUNCT
dem-1068	56	4	wavelet	wavelet	NOUN
dem-1068	56	5	variance	variance	NOUN
dem-1068	56	6	on	on	ADP
dem-1068	56	7	the	the	DET
dem-1068	56	8	level	level	NOUN
dem-1068	56	9	j	j	NOUN
dem-1068	56	10	corresponding	corresponding	NOUN
dem-1068	56	11	to	to	ADP
dem-1068	56	12	the	the	DET
dem-1068	56	13	scale	scale	NOUN
dem-1068	56	14	12	12	NUM
dem-1068	56	15			PROPN
dem-1068	56	16	j	j	PROPN
dem-1068	56	17	j	j	PROPN
dem-1068	56	18	,	,	PUNCT
dem-1068	56	19	)	)	PUNCT
dem-1068	56	20	(	(	PUNCT
dem-1068	56	21	2	2	NUM
dem-1068	56	22	j	j	NOUN
dem-1068	56	23	,	,	PUNCT
dem-1068	56	24	informs	inform	VERB
dem-1068	56	25	about	about	ADP
dem-1068	56	26	the	the	DET
dem-1068	56	27	changeability	changeability	NOUN
dem-1068	56	28	of	of	ADP
dem-1068	56	29	fluctuation	fluctuation	NOUN
dem-1068	56	30	in	in	ADP
dem-1068	56	31	cycles	cycle	NOUN
dem-1068	56	32	contained	contain	VERB
dem-1068	56	33	approximately	approximately	ADV
dem-1068	56	34	in	in	ADP
dem-1068	56	35	the	the	DET
dem-1068	56	36	bracket	bracket	NOUN
dem-1068	56	37	j2	j2	NOUN
dem-1068	56	38	–	–	PUNCT
dem-1068	56	39	12	12	NUM
dem-1068	56	40	j	j	NOUN
dem-1068	56	41	.	.	PUNCT
dem-1068	57	1	in	in	ADP
dem-1068	57	2	the	the	DET
dem-1068	57	3	estimation	estimation	NOUN
dem-1068	57	4	of	of	ADP
dem-1068	57	5	wavelet	wavelet	NOUN
dem-1068	57	6	variance	variance	NOUN
dem-1068	57	7	and	and	CCONJ
dem-1068	57	8	wavelet	wavelet	NOUN
dem-1068	57	9	correlation	correlation	NOUN
dem-1068	57	10	in	in	ADP
dem-1068	57	11	practice	practice	NOUN
dem-1068	57	12	,	,	PUNCT
dem-1068	57	13	dwt	dwt	PROPN
dem-1068	57	14	is	be	AUX
dem-1068	57	15	replaced	replace	VERB
dem-1068	57	16	by	by	ADP
dem-1068	57	17	its	its	PRON
dem-1068	57	18	modification	modification	NOUN
dem-1068	57	19	in	in	ADP
dem-1068	57	20	the	the	DET
dem-1068	57	21	form	form	NOUN
dem-1068	57	22	of	of	ADP
dem-1068	57	23	modwt	modwt	NOUN
dem-1068	57	24	(	(	PUNCT
dem-1068	57	25	maximal	maximal	ADJ
dem-1068	57	26	overlap	overlap	NOUN
dem-1068	57	27	discrete	discrete	ADJ
dem-1068	57	28	wavelet	wavelet	NOUN
dem-1068	57	29	transform)4	transform)4	PROPN
dem-1068	57	30	,	,	PUNCT
dem-1068	57	31	which	which	PRON
dem-1068	57	32	does	do	AUX
dem-1068	57	33	not	not	PART
dem-1068	57	34	require	require	VERB
dem-1068	57	35	handling	handle	VERB
dem-1068	57	36	long	long	ADJ
dem-1068	57	37	ranges	range	NOUN
dem-1068	57	38	being	be	AUX
dem-1068	57	39	3	3	NUM
dem-1068	57	40	the	the	DET
dem-1068	57	41	assumption	assumption	NOUN
dem-1068	57	42	is	be	AUX
dem-1068	57	43	fulfilled	fulfil	VERB
dem-1068	57	44	also	also	ADV
dem-1068	57	45	for	for	ADP
dem-1068	57	46	non	non	ADJ
dem-1068	57	47	-	-	ADJ
dem-1068	57	48	stationary	stationary	ADJ
dem-1068	57	49	processes	process	NOUN
dem-1068	57	50	on	on	ADP
dem-1068	57	51	condition	condition	NOUN
dem-1068	57	52	that	that	SCONJ
dem-1068	57	53	the	the	DET
dem-1068	57	54	processes	process	NOUN
dem-1068	57	55	are	be	AUX
dem-1068	57	56	integrated	integrate	VERB
dem-1068	57	57	of	of	ADP
dem-1068	57	58	order	order	NOUN
dem-1068	57	59	d	d	NOUN
dem-1068	57	60	,	,	PUNCT
dem-1068	57	61	while	while	SCONJ
dem-1068	57	62	the	the	DET
dem-1068	57	63	applied	apply	VERB
dem-1068	57	64	wavelet	wavelet	NOUN
dem-1068	57	65	filter	filter	NOUN
dem-1068	57	66	is	be	AUX
dem-1068	57	67	sufficient	sufficient	ADJ
dem-1068	57	68	to	to	PART
dem-1068	57	69	eliminate	eliminate	VERB
dem-1068	57	70	the	the	DET
dem-1068	57	71	nonstationarity	nonstationarity	NOUN
dem-1068	57	72	,	,	PUNCT
dem-1068	57	73	i.e.	i.e.	X
dem-1068	57	74	it	it	PRON
dem-1068	57	75	is	be	AUX
dem-1068	57	76	a	a	DET
dem-1068	57	77	daubechies	daubechies	PROPN
dem-1068	57	78	filter	filter	NOUN
dem-1068	57	79	(	(	PUNCT
dem-1068	57	80	daublet	daublet	ADJ
dem-1068	57	81	,	,	PUNCT
dem-1068	57	82	symlet	symlet	NOUN
dem-1068	57	83	or	or	CCONJ
dem-1068	57	84	coiflet	coiflet	NOUN
dem-1068	57	85	)	)	PUNCT
dem-1068	57	86	of	of	ADP
dem-1068	57	87	an	an	DET
dem-1068	57	88	appropriate	appropriate	ADJ
dem-1068	57	89	length	length	NOUN
dem-1068	57	90	(	(	PUNCT
dem-1068	57	91	see	see	VERB
dem-1068	57	92	percival	percival	NOUN
dem-1068	57	93	,	,	PUNCT
dem-1068	57	94	walden	walden	NOUN
dem-1068	57	95	,	,	PUNCT
dem-1068	57	96	2000	2000	NUM
dem-1068	57	97	)	)	PUNCT
dem-1068	57	98	.	.	PUNCT
dem-1068	58	1	4	4	NUM
dem-1068	58	2	modwt	modwt	NOUN
dem-1068	58	3	is	be	AUX
dem-1068	58	4	preferably	preferably	ADV
dem-1068	58	5	pronounced	pronounce	VERB
dem-1068	58	6	‘	'	PUNCT
dem-1068	58	7	mod	mod	ADJ
dem-1068	58	8	wt	wt	NOUN
dem-1068	58	9	’	'	PUNCT
dem-1068	58	10	–	–	PUNCT
dem-1068	58	11	modified	modify	VERB
dem-1068	58	12	wt	wt	PART
dem-1068	58	13	see	see	VERB
dem-1068	58	14	:	:	PUNCT
dem-1068	58	15	(	(	PUNCT
dem-1068	58	16	percival	percival	NOUN
dem-1068	58	17	,	,	PUNCT
dem-1068	58	18	walden	walden	NOUN
dem-1068	58	19	,	,	PUNCT
dem-1068	58	20	2000	2000	NUM
dem-1068	58	21	,	,	PUNCT
dem-1068	58	22	p.	p.	NOUN
dem-1068	58	23	159	159	NUM
dem-1068	58	24	)	)	PUNCT
dem-1068	58	25	.	.	PUNCT
dem-1068	59	1	other	other	ADJ
dem-1068	59	2	names	name	NOUN
dem-1068	59	3	for	for	ADP
dem-1068	59	4	this	this	DET
dem-1068	59	5	kind	kind	NOUN
dem-1068	59	6	of	of	ADP
dem-1068	59	7	transformation	transformation	NOUN
dem-1068	59	8	are	be	AUX
dem-1068	59	9	non	non	ADJ
dem-1068	59	10	-	-	ADJ
dem-1068	59	11	decimated	decimated	ADJ
dem-1068	59	12	wavelet	wavelet	NOUN
dem-1068	59	13	transformation	transformation	NOUN
dem-1068	59	14	,	,	PUNCT
dem-1068	59	15	continuous	continuous	ADJ
dem-1068	59	16	-	-	PUNCT
dem-1068	59	17	discrete	discrete	ADJ
dem-1068	59	18	wavelet	wavelet	NOUN
dem-1068	59	19	transformation	transformation	NOUN
dem-1068	59	20	or	or	CCONJ
dem-1068	59	21	french	french	ADJ
dem-1068	59	22	-	-	PUNCT
dem-1068	59	23	derived	derive	VERB
dem-1068	59	24	term	term	NOUN
dem-1068	59	25	algorithme	algorithme	NOUN
dem-1068	59	26	à	à	X
dem-1068	59	27	trous	trous	PROPN
dem-1068	59	28	.	.	PUNCT
dem-1068	59	29	)	)	PUNCT
dem-1068	60	1	(	(	PUNCT
dem-1068	60	2			PROPN
dem-1068	60	3	jj	jj	PROPN
dem-1068	60	4	,	,	PUNCT
dem-1068	60	5	,	,	PUNCT
dem-1068	60	6	2,1	2,1	NUM
dem-1068	60	7			NUM
dem-1068	60	8	12,,1,0	12,,1,0	NUM
dem-1068	60	9			ADJ
dem-1068	60	10			PROPN
dem-1068	60	11	jjt	jjt	NOUN
dem-1068	60	12			NUM
dem-1068	60	13	detection	detection	NOUN
dem-1068	60	14	of	of	ADP
dem-1068	60	15	collusion	collusion	NOUN
dem-1068	60	16	equilibrium	equilibrium	NOUN
dem-1068	60	17	in	in	ADP
dem-1068	60	18	an	an	DET
dem-1068	60	19	industry	industry	NOUN
dem-1068	60	20	with	with	ADP
dem-1068	60	21	application	application	NOUN
dem-1068	60	22	of	of	ADP
dem-1068	60	23	wavelet	wavelet	NOUN
dem-1068	60	24	analysis	analysis	NOUN
dem-1068	60	25	159	159	NUM
dem-1068	60	26	the	the	DET
dem-1068	60	27	subsequent	subsequent	ADJ
dem-1068	60	28	powers	power	NOUN
dem-1068	60	29	of	of	ADP
dem-1068	60	30	the	the	DET
dem-1068	60	31	number	number	NOUN
dem-1068	60	32	2	2	NUM
dem-1068	60	33	,	,	PUNCT
dem-1068	60	34	provides	provide	VERB
dem-1068	60	35	a	a	DET
dem-1068	60	36	more	more	ADV
dem-1068	60	37	effective	effective	ADJ
dem-1068	60	38	estimator	estimator	NOUN
dem-1068	60	39	)	)	PUNCT
dem-1068	60	40	(	(	PUNCT
dem-1068	60	41	2	2	NUM
dem-1068	60	42	j	j	NOUN
dem-1068	60	43	and	and	CCONJ
dem-1068	60	44	has	have	VERB
dem-1068	60	45	invariance	invariance	NOUN
dem-1068	60	46	properties	property	NOUN
dem-1068	60	47	due	due	ADJ
dem-1068	60	48	to	to	ADP
dem-1068	60	49	shifts	shift	NOUN
dem-1068	60	50	in	in	ADP
dem-1068	60	51	time	time	NOUN
dem-1068	60	52	.	.	PUNCT
dem-1068	61	1	(	(	PUNCT
dem-1068	61	2	percival	percival	NOUN
dem-1068	61	3	,	,	PUNCT
dem-1068	61	4	walden	walden	NOUN
dem-1068	61	5	,	,	PUNCT
dem-1068	61	6	2000	2000	NUM
dem-1068	61	7	,	,	PUNCT
dem-1068	61	8	pp	pp	ADJ
dem-1068	61	9	.	.	PUNCT
dem-1068	62	1	308	308	NUM
dem-1068	62	2	-	-	SYM
dem-1068	62	3	310	310	NUM
dem-1068	62	4	;	;	PUNCT
dem-1068	62	5	gençay	gençay	ADJ
dem-1068	62	6	and	and	CCONJ
dem-1068	62	7	others	other	NOUN
dem-1068	62	8	,	,	PUNCT
dem-1068	62	9	2002	2002	NUM
dem-1068	62	10	,	,	PUNCT
dem-1068	62	11	p.	p.	NOUN
dem-1068	62	12	135	135	NUM
dem-1068	62	13	)	)	PUNCT
dem-1068	62	14	.	.	PUNCT
dem-1068	63	1	the	the	DET
dem-1068	63	2	estimator	estimator	NOUN
dem-1068	63	3	of	of	ADP
dem-1068	63	4	wavelet	wavelet	NOUN
dem-1068	63	5	variance	variance	NOUN
dem-1068	63	6	is	be	AUX
dem-1068	63	7	expressed	express	VERB
dem-1068	63	8	by	by	ADP
dem-1068	63	9	means	mean	NOUN
dem-1068	63	10	on	on	ADP
dem-1068	63	11	the	the	DET
dem-1068	63	12	following	follow	VERB
dem-1068	63	13	formula	formula	NOUN
dem-1068	63	14	:	:	PUNCT
dem-1068	63	15			X
dem-1068	63	16			VERB
dem-1068	63	17			ADP
dem-1068	63	18			NOUN
dem-1068	63	19	1	1	NUM
dem-1068	63	20	1	1	NUM
dem-1068	63	21	2	2	NUM
dem-1068	63	22	,	,	PUNCT
dem-1068	63	23	2	2	NUM
dem-1068	63	24	~	~	PUNCT
dem-1068	63	25	~	~	SYM
dem-1068	63	26	1	1	X
dem-1068	63	27	)	)	PUNCT
dem-1068	63	28	(	(	PUNCT
dem-1068	63	29	~	~	PUNCT
dem-1068	63	30	n	n	CCONJ
dem-1068	63	31	lt	lt	PROPN
dem-1068	63	32	tj	tj	PROPN
dem-1068	63	33	j	j	PROPN
dem-1068	63	34	j	j	PROPN
dem-1068	63	35	j	j	PROPN
dem-1068	63	36	w	w	PROPN
dem-1068	63	37	n	n	PROPN
dem-1068	63	38			PROPN
dem-1068	63	39	,	,	PUNCT
dem-1068	63	40	(	(	PUNCT
dem-1068	63	41	5	5	NUM
dem-1068	63	42	)	)	PUNCT
dem-1068	63	43	where	where	SCONJ
dem-1068	63	44	are	be	AUX
dem-1068	63	45	modwt	modwt	NOUN
dem-1068	63	46	coefficients	coefficient	NOUN
dem-1068	63	47	,	,	PUNCT
dem-1068	63	48	is	be	AUX
dem-1068	63	49	the	the	DET
dem-1068	63	50	length	length	NOUN
dem-1068	63	51	of	of	ADP
dem-1068	63	52	the	the	DET
dem-1068	63	53	wavelet	wavelet	NOUN
dem-1068	63	54	filter	filter	NOUN
dem-1068	63	55	for	for	ADP
dem-1068	63	56	the	the	DET
dem-1068	63	57	scale	scale	NOUN
dem-1068	63	58	(	(	PUNCT
dem-1068	63	59	l	l	NOUN
dem-1068	63	60	is	be	AUX
dem-1068	63	61	the	the	DET
dem-1068	63	62	length	length	NOUN
dem-1068	63	63	of	of	ADP
dem-1068	63	64	the	the	DET
dem-1068	63	65	basic	basic	ADJ
dem-1068	63	66	wavelet	wavelet	NOUN
dem-1068	63	67	filter	filter	NOUN
dem-1068	63	68	)	)	PUNCT
dem-1068	63	69	,	,	PUNCT
dem-1068	63	70	whereas	whereas	SCONJ
dem-1068	63	71	is	be	AUX
dem-1068	63	72	the	the	DET
dem-1068	63	73	number	number	NOUN
dem-1068	63	74	of	of	ADP
dem-1068	63	75	coefficients	coefficient	NOUN
dem-1068	63	76	distorted	distort	VERB
dem-1068	63	77	by	by	ADP
dem-1068	63	78	the	the	DET
dem-1068	63	79	extrapolation	extrapolation	NOUN
dem-1068	63	80	at	at	ADP
dem-1068	63	81	the	the	DET
dem-1068	63	82	ends	end	NOUN
dem-1068	63	83	of	of	ADP
dem-1068	63	84	the	the	DET
dem-1068	63	85	sample	sample	NOUN
dem-1068	63	86	.	.	PUNCT
dem-1068	64	1	(	(	PUNCT
dem-1068	64	2	1–)-per	1–)-per	NUM
dem-1068	64	3	cent	cent	NOUN
dem-1068	64	4	confidence	confidence	NOUN
dem-1068	64	5	interval	interval	NOUN
dem-1068	64	6	for	for	ADP
dem-1068	64	7	)	)	PUNCT
dem-1068	64	8	(	(	PUNCT
dem-1068	64	9	2	2	NUM
dem-1068	64	10	j	j	NOUN
dem-1068	64	11	can	can	AUX
dem-1068	64	12	be	be	AUX
dem-1068	64	13	approximated	approximate	VERB
dem-1068	64	14	in	in	ADP
dem-1068	64	15	the	the	DET
dem-1068	64	16	following	following	ADJ
dem-1068	64	17	way	way	NOUN
dem-1068	64	18	:	:	PUNCT
dem-1068	64	19	5,0	5,0	NUM
dem-1068	64	20	,	,	PUNCT
dem-1068	64	21	~	~	PUNCT
dem-1068	64	22	2	2	NUM
dem-1068	64	23	~	~	PUNCT
dem-1068	64	24	)	)	PUNCT
dem-1068	64	25	0(ˆ	0(ˆ	NUM
dem-1068	64	26	)	)	PUNCT
dem-1068	65	1	(	(	PUNCT
dem-1068	65	2	~	~	SYM
dem-1068	65	3	2	2	NUM
dem-1068	65	4			NUM
dem-1068	65	5			PROPN
dem-1068	65	6			NOUN
dem-1068	65	7			PROPN
dem-1068	65	8			PROPN
dem-1068	65	9			PROPN
dem-1068	66	1			PROPN
dem-1068	66	2			NOUN
dem-1068	67	1			PROPN
dem-1068	67	2	j	j	PROPN
dem-1068	67	3	jw	jw	PROPN
dem-1068	67	4	j	j	PROPN
dem-1068	67	5	n	n	CCONJ
dem-1068	67	6	f	f	PROPN
dem-1068	67	7			PROPN
dem-1068	67	8	,	,	PUNCT
dem-1068	67	9	(	(	PUNCT
dem-1068	67	10	6	6	NUM
dem-1068	67	11	)	)	PUNCT
dem-1068	67	12	where	where	SCONJ
dem-1068	67	13	2	2	NUM
dem-1068	67	14			NOUN
dem-1068	67	15	is	be	AUX
dem-1068	67	16	the	the	DET
dem-1068	67	17	(	(	PUNCT
dem-1068	67	18	1–/2	1–/2	NOUN
dem-1068	67	19	)	)	PUNCT
dem-1068	67	20	quantile	quantile	NOUN
dem-1068	67	21	of	of	ADP
dem-1068	67	22	the	the	DET
dem-1068	67	23	normal	normal	ADJ
dem-1068	67	24	distribution	distribution	NOUN
dem-1068	67	25	,	,	PUNCT
dem-1068	67	26	whereas	whereas	SCONJ
dem-1068	67	27	)	)	PUNCT
dem-1068	67	28	0(ˆ	0(ˆ	NUM
dem-1068	67	29	,	,	PUNCT
dem-1068	67	30	~	~	PUNCT
dem-1068	67	31	jw	jw	PROPN
dem-1068	67	32	f	f	PROPN
dem-1068	67	33	is	be	AUX
dem-1068	67	34	an	an	DET
dem-1068	67	35	estimate	estimate	NOUN
dem-1068	67	36	of	of	ADP
dem-1068	67	37	the	the	DET
dem-1068	67	38	spectral	spectral	ADJ
dem-1068	67	39	density	density	NOUN
dem-1068	67	40	function	function	NOUN
dem-1068	67	41	for	for	ADP
dem-1068	67	42	squares	square	NOUN
dem-1068	67	43	of	of	ADP
dem-1068	67	44	wavelet	wavelet	NOUN
dem-1068	67	45	coefficients	coefficient	NOUN
dem-1068	67	46	for	for	ADP
dem-1068	67	47	scale	scale	NOUN
dem-1068	67	48	j	j	PROPN
dem-1068	67	49	at	at	ADP
dem-1068	67	50	0	0	NUM
dem-1068	67	51	.	.	PROPN
dem-1068	67	52	2.1	2.1	NUM
dem-1068	67	53	.	.	PUNCT
dem-1068	68	1	testing	test	VERB
dem-1068	68	2	homogeneity	homogeneity	NOUN
dem-1068	68	3	of	of	ADP
dem-1068	68	4	variance	variance	NOUN
dem-1068	68	5	the	the	DET
dem-1068	68	6	attractiveness	attractiveness	NOUN
dem-1068	68	7	of	of	ADP
dem-1068	68	8	wavelet	wavelet	NOUN
dem-1068	68	9	coefficients	coefficient	NOUN
dem-1068	68	10	in	in	ADP
dem-1068	68	11	testing	test	VERB
dem-1068	68	12	volatility	volatility	NOUN
dem-1068	68	13	changes	change	NOUN
dem-1068	68	14	results	result	NOUN
dem-1068	68	15	from	from	ADP
dem-1068	68	16	their	their	PRON
dem-1068	68	17	two	two	NUM
dem-1068	68	18	vital	vital	ADJ
dem-1068	68	19	properties	property	NOUN
dem-1068	68	20	.	.	PUNCT
dem-1068	69	1	firstly	firstly	ADV
dem-1068	69	2	,	,	PUNCT
dem-1068	69	3	wavelet	wavelet	NOUN
dem-1068	69	4	coefficients	coefficient	NOUN
dem-1068	69	5	are	be	AUX
dem-1068	69	6	closely	closely	ADV
dem-1068	69	7	tied	tie	VERB
dem-1068	69	8	to	to	ADP
dem-1068	69	9	the	the	DET
dem-1068	69	10	changes	change	NOUN
dem-1068	69	11	at	at	ADP
dem-1068	69	12	various	various	ADJ
dem-1068	69	13	scales	scale	NOUN
dem-1068	69	14	and	and	CCONJ
dem-1068	69	15	moments	moment	NOUN
dem-1068	69	16	in	in	ADP
dem-1068	69	17	time	time	NOUN
dem-1068	69	18	,	,	PUNCT
dem-1068	69	19	and	and	CCONJ
dem-1068	69	20	thus	thus	ADV
dem-1068	69	21	they	they	PRON
dem-1068	69	22	carry	carry	VERB
dem-1068	69	23	information	information	NOUN
dem-1068	69	24	about	about	ADP
dem-1068	69	25	the	the	DET
dem-1068	69	26	variability	variability	NOUN
dem-1068	69	27	of	of	ADP
dem-1068	69	28	the	the	DET
dem-1068	69	29	process	process	NOUN
dem-1068	69	30	.	.	PUNCT
dem-1068	70	1	secondly	secondly	ADV
dem-1068	70	2	,	,	PUNCT
dem-1068	70	3	(	(	PUNCT
dem-1068	70	4	conventional	conventional	ADJ
dem-1068	70	5	)	)	PUNCT
dem-1068	70	6	wavelet	wavelet	NOUN
dem-1068	70	7	transformation	transformation	NOUN
dem-1068	70	8	provides	provide	VERB
dem-1068	70	9	coefficients	coefficient	NOUN
dem-1068	70	10	which	which	PRON
dem-1068	70	11	can	can	AUX
dem-1068	70	12	be	be	AUX
dem-1068	70	13	treated	treat	VERB
dem-1068	70	14	as	as	ADP
dem-1068	70	15	approximately	approximately	ADV
dem-1068	70	16	noncorrelated	noncorrelate	VERB
dem-1068	70	17	both	both	CCONJ
dem-1068	70	18	in	in	ADP
dem-1068	70	19	the	the	DET
dem-1068	70	20	case	case	NOUN
dem-1068	70	21	of	of	ADP
dem-1068	70	22	short	short	ADJ
dem-1068	70	23	and	and	CCONJ
dem-1068	70	24	long	long	ADJ
dem-1068	70	25	-	-	PUNCT
dem-1068	70	26	memory	memory	NOUN
dem-1068	70	27	processes	process	NOUN
dem-1068	70	28	,	,	PUNCT
dem-1068	70	29	which	which	PRON
dem-1068	70	30	significantly	significantly	ADV
dem-1068	70	31	simplifies	simplify	VERB
dem-1068	70	32	the	the	DET
dem-1068	70	33	inference	inference	NOUN
dem-1068	70	34	procedures	procedure	NOUN
dem-1068	70	35	(	(	PUNCT
dem-1068	70	36	comp	comp	NOUN
dem-1068	70	37	.	.	PUNCT
dem-1068	71	1	whitcher	whitcher	PROPN
dem-1068	71	2	,	,	PUNCT
dem-1068	71	3	1998	1998	NUM
dem-1068	71	4	,	,	PUNCT
dem-1068	71	5	ch	ch	NOUN
dem-1068	71	6	.	.	PROPN
dem-1068	72	1	4.1.2	4.1.2	NUM
dem-1068	72	2	;	;	PUNCT
dem-1068	72	3	percival	percival	NOUN
dem-1068	72	4	,	,	PUNCT
dem-1068	72	5	walden	walden	NOUN
dem-1068	72	6	,	,	PUNCT
dem-1068	72	7	2000	2000	NUM
dem-1068	72	8	,	,	PUNCT
dem-1068	72	9	p.	p.	NOUN
dem-1068	72	10	351	351	NUM
dem-1068	72	11	)	)	PUNCT
dem-1068	72	12	.	.	PUNCT
dem-1068	73	1	meanwhile	meanwhile	ADV
dem-1068	73	2	,	,	PUNCT
dem-1068	73	3	in	in	ADP
dem-1068	73	4	the	the	DET
dem-1068	73	5	estimation	estimation	NOUN
dem-1068	73	6	of	of	ADP
dem-1068	73	7	the	the	DET
dem-1068	73	8	switch	switch	NOUN
dem-1068	73	9	moment	moment	NOUN
dem-1068	73	10	the	the	DET
dem-1068	73	11	employment	employment	NOUN
dem-1068	73	12	of	of	ADP
dem-1068	73	13	modwt	modwt	NOUN
dem-1068	73	14	is	be	AUX
dem-1068	73	15	proposed	propose	VERB
dem-1068	73	16	on	on	ADP
dem-1068	73	17	the	the	DET
dem-1068	73	18	account	account	NOUN
dem-1068	73	19	of	of	ADP
dem-1068	73	20	eliminating	eliminate	VERB
dem-1068	73	21	subsampling	subsample	VERB
dem-1068	73	22	effects	effect	NOUN
dem-1068	73	23	,	,	PUNCT
dem-1068	73	24	which	which	PRON
dem-1068	73	25	entails	entail	VERB
dem-1068	73	26	higher	high	ADJ
dem-1068	73	27	precision	precision	NOUN
dem-1068	73	28	of	of	ADP
dem-1068	73	29	an	an	DET
dem-1068	73	30	estimate	estimate	NOUN
dem-1068	73	31	.	.	PUNCT
dem-1068	74	1	the	the	DET
dem-1068	74	2	approach	approach	NOUN
dem-1068	74	3	put	put	VERB
dem-1068	74	4	forward	forward	ADV
dem-1068	74	5	in	in	ADP
dem-1068	74	6	the	the	DET
dem-1068	74	7	phd	phd	NOUN
dem-1068	74	8	dissertation	dissertation	NOUN
dem-1068	74	9	of	of	ADP
dem-1068	74	10	whitcher	whitcher	NOUN
dem-1068	74	11	(	(	PUNCT
dem-1068	74	12	1998	1998	NUM
dem-1068	74	13	)	)	PUNCT
dem-1068	74	14	is	be	AUX
dem-1068	74	15	presented	present	VERB
dem-1068	74	16	below	below	ADV
dem-1068	74	17	,	,	PUNCT
dem-1068	74	18	and	and	CCONJ
dem-1068	74	19	the	the	DET
dem-1068	74	20	direct	direct	ADJ
dem-1068	74	21	application	application	NOUN
dem-1068	74	22	of	of	ADP
dem-1068	74	23	the	the	DET
dem-1068	74	24	inclán	inclán	NOUN
dem-1068	74	25	and	and	CCONJ
dem-1068	74	26	tiao	tiao	NOUN
dem-1068	74	27	(	(	PUNCT
dem-1068	74	28	1994	1994	NUM
dem-1068	74	29	)	)	PUNCT
dem-1068	74	30	method	method	NOUN
dem-1068	74	31	to	to	ADP
dem-1068	74	32	wavelet	wavelet	NOUN
dem-1068	74	33	coefficients	coefficient	NOUN
dem-1068	74	34	is	be	AUX
dem-1068	74	35	proposed	propose	VERB
dem-1068	74	36	.	.	PUNCT
dem-1068	75	1	it	it	PRON
dem-1068	75	2	is	be	AUX
dem-1068	75	3	obligatory	obligatory	ADJ
dem-1068	75	4	to	to	PART
dem-1068	75	5	stress	stress	VERB
dem-1068	75	6	that	that	SCONJ
dem-1068	75	7	the	the	DET
dem-1068	75	8	methods	method	NOUN
dem-1068	75	9	of	of	ADP
dem-1068	75	10	wavelet	wavelet	NOUN
dem-1068	75	11	detection	detection	NOUN
dem-1068	75	12	of	of	ADP
dem-1068	75	13	changes	change	NOUN
dem-1068	75	14	in	in	ADP
dem-1068	75	15	variance	variance	NOUN
dem-1068	75	16	are	be	AUX
dem-1068	75	17	discussed	discuss	VERB
dem-1068	75	18	primarily	primarily	ADV
dem-1068	75	19	in	in	ADP
dem-1068	75	20	the	the	DET
dem-1068	75	21	context	context	NOUN
dem-1068	75	22	of	of	ADP
dem-1068	75	23	longmemory	longmemory	NOUN
dem-1068	75	24	processes	process	NOUN
dem-1068	75	25	,	,	PUNCT
dem-1068	75	26	but	but	CCONJ
dem-1068	75	27	–	–	PUNCT
dem-1068	75	28	because	because	SCONJ
dem-1068	75	29	the	the	DET
dem-1068	75	30	property	property	NOUN
dem-1068	75	31	of	of	ADP
dem-1068	75	32	the	the	DET
dem-1068	75	33	approximate	approximate	ADJ
dem-1068	75	34	decorrelation	decorrelation	NOUN
dem-1068	75	35	is	be	AUX
dem-1068	75	36	valid	valid	ADJ
dem-1068	75	37	also	also	ADV
dem-1068	75	38	for	for	ADP
dem-1068	75	39	the	the	DET
dem-1068	75	40	short	short	ADJ
dem-1068	75	41	-	-	PUNCT
dem-1068	75	42	memory	memory	NOUN
dem-1068	75	43	processes	process	NOUN
dem-1068	75	44	–	–	PUNCT
dem-1068	75	45	it	it	PRON
dem-1068	75	46	is	be	AUX
dem-1068	75	47	possible	possible	ADJ
dem-1068	75	48	to	to	PART
dem-1068	75	49	apply	apply	VERB
dem-1068	75	50	the	the	DET
dem-1068	75	51	method	method	NOUN
dem-1068	75	52	in	in	ADP
dem-1068	75	53	the	the	DET
dem-1068	75	54	case	case	NOUN
dem-1068	75	55	of	of	ADP
dem-1068	75	56	the	the	DET
dem-1068	75	57	latter	latter	ADJ
dem-1068	75	58	processes	process	NOUN
dem-1068	75	59	as	as	ADV
dem-1068	75	60	well	well	ADV
dem-1068	75	61	.	.	PUNCT
dem-1068	76	1	tjw	tjw	INTJ
dem-1068	76	2	,	,	PUNCT
dem-1068	76	3	~	~	PUNCT
dem-1068	76	4	1)1)(12	1)1)(12	NUM
dem-1068	76	5	(	(	PUNCT
dem-1068	76	6			NOUN
dem-1068	76	7	ll	ll	PROPN
dem-1068	76	8	j	j	PROPN
dem-1068	76	9	j	j	PROPN
dem-1068	76	10	j	j	PROPN
dem-1068	76	11	1	1	NUM
dem-1068	76	12	~	~	PUNCT
dem-1068	76	13			X
dem-1068	76	14	jj	jj	PROPN
dem-1068	76	15	lnn	lnn	PROPN
dem-1068	76	16	sylwester	sylwester	PROPN
dem-1068	76	17	bejger	bejger	NOUN
dem-1068	76	18	,	,	PUNCT
dem-1068	76	19	joanna	joanna	PROPN
dem-1068	76	20	bruzda	bruzda	VERB
dem-1068	76	21	160	160	NUM
dem-1068	76	22	let	let	VERB
dem-1068	76	23	}	}	PUNCT
dem-1068	76	24	{	{	PUNCT
dem-1068	76	25	,	,	PUNCT
dem-1068	76	26	tjw	tjw	PROPN
dem-1068	76	27	be	be	AUX
dem-1068	76	28	wavelet	wavelet	NOUN
dem-1068	76	29	coefficients	coefficient	NOUN
dem-1068	76	30	of	of	ADP
dem-1068	76	31	the	the	DET
dem-1068	76	32	jth	jth	PROPN
dem-1068	76	33	decomposition	decomposition	NOUN
dem-1068	76	34	level	level	NOUN
dem-1068	76	35	.	.	PUNCT
dem-1068	77	1	we	we	PRON
dem-1068	77	2	are	be	AUX
dem-1068	77	3	now	now	ADV
dem-1068	77	4	interested	interested	ADJ
dem-1068	77	5	in	in	ADP
dem-1068	77	6	testing	test	VERB
dem-1068	77	7	the	the	DET
dem-1068	77	8	following	follow	VERB
dem-1068	77	9	hypothesis	hypothesis	NOUN
dem-1068	77	10	:	:	PUNCT
dem-1068	77	11	)	)	PUNCT
dem-1068	77	12	var()var()var(:h	var()var()var(:h	X
dem-1068	77	13	12/,1,,0	12/,1,,0	NUM
dem-1068	77	14			PROPN
dem-1068	77	15			VERB
dem-1068	77	16	j	j	PROPN
dem-1068	77	17	jj	jj	PROPN
dem-1068	77	18	njljlj	njljlj	PROPN
dem-1068	77	19	www	www	PROPN
dem-1068	77	20			PROPN
dem-1068	77	21	,	,	PUNCT
dem-1068	77	22	where	where	SCONJ
dem-1068	77	23	jl	jl	PROPN
dem-1068	77	24	is	be	AUX
dem-1068	77	25	the	the	DET
dem-1068	77	26	number	number	NOUN
dem-1068	77	27	of	of	ADP
dem-1068	77	28	boundary	boundary	ADJ
dem-1068	77	29	coefficients	coefficient	NOUN
dem-1068	77	30	of	of	ADP
dem-1068	77	31	the	the	DET
dem-1068	77	32	wavelet	wavelet	NOUN
dem-1068	77	33	transform	transform	NOUN
dem-1068	77	34	at	at	ADP
dem-1068	77	35	the	the	DET
dem-1068	77	36	jth	jth	PROPN
dem-1068	77	37	decomposition	decomposition	NOUN
dem-1068	77	38	level	level	NOUN
dem-1068	77	39	(	(	PUNCT
dem-1068	77	40	dwt	dwt	NOUN
dem-1068	77	41	coefficients	coefficient	NOUN
dem-1068	77	42	,	,	PUNCT
dem-1068	77	43	the	the	DET
dem-1068	77	44	value	value	NOUN
dem-1068	77	45	of	of	ADP
dem-1068	77	46	which	which	PRON
dem-1068	77	47	is	be	AUX
dem-1068	77	48	influenced	influence	VERB
dem-1068	77	49	by	by	ADP
dem-1068	77	50	the	the	DET
dem-1068	77	51	extrapolation	extrapolation	NOUN
dem-1068	77	52	method	method	NOUN
dem-1068	77	53	at	at	ADP
dem-1068	77	54	the	the	DET
dem-1068	77	55	ends	end	NOUN
dem-1068	77	56	of	of	ADP
dem-1068	77	57	the	the	DET
dem-1068	77	58	sample)5	sample)5	NUM
dem-1068	77	59	.	.	PUNCT
dem-1068	78	1	furthermore	furthermore	ADV
dem-1068	78	2	,	,	PUNCT
dem-1068	78	3	we	we	PRON
dem-1068	78	4	assume	assume	VERB
dem-1068	78	5	that	that	SCONJ
dem-1068	78	6	the	the	DET
dem-1068	78	7	wavelet	wavelet	NOUN
dem-1068	78	8	decorrelation	decorrelation	NOUN
dem-1068	78	9	is	be	AUX
dem-1068	78	10	effective	effective	ADJ
dem-1068	78	11	what	what	PRON
dem-1068	78	12	means	mean	VERB
dem-1068	78	13	that	that	SCONJ
dem-1068	78	14	the	the	DET
dem-1068	78	15	coefficients	coefficient	NOUN
dem-1068	78	16	}	}	PUNCT
dem-1068	78	17	{	{	PUNCT
dem-1068	78	18	,	,	PUNCT
dem-1068	78	19	tjw	tjw	PROPN
dem-1068	78	20	form	form	VERB
dem-1068	78	21	a	a	DET
dem-1068	78	22	second	second	ADJ
dem-1068	78	23	-	-	PUNCT
dem-1068	78	24	order	order	NOUN
dem-1068	78	25	gaussian	gaussian	ADJ
dem-1068	78	26	white	white	ADJ
dem-1068	78	27	noise	noise	NOUN
dem-1068	78	28	.	.	PUNCT
dem-1068	79	1	moreover	moreover	ADV
dem-1068	79	2	,	,	PUNCT
dem-1068	79	3	we	we	PRON
dem-1068	79	4	assume	assume	VERB
dem-1068	79	5	that	that	SCONJ
dem-1068	79	6	the	the	DET
dem-1068	79	7	length	length	NOUN
dem-1068	79	8	of	of	ADP
dem-1068	79	9	the	the	DET
dem-1068	79	10	wavelet	wavelet	NOUN
dem-1068	79	11	filter	filter	NOUN
dem-1068	79	12	is	be	AUX
dem-1068	79	13	sufficient	sufficient	ADJ
dem-1068	79	14	for	for	ADP
dem-1068	79	15	the	the	DET
dem-1068	79	16	elimination	elimination	NOUN
dem-1068	79	17	of	of	ADP
dem-1068	79	18	deterministic	deterministic	ADJ
dem-1068	79	19	components	component	NOUN
dem-1068	79	20	,	,	PUNCT
dem-1068	79	21	i.e.	i.e.	X
dem-1068	79	22	0)e	0)e	ADJ
dem-1068	79	23	(	(	PUNCT
dem-1068	79	24	,	,	PUNCT
dem-1068	79	25	tjw	tjw	PROPN
dem-1068	79	26	.	.	PUNCT
dem-1068	80	1	the	the	DET
dem-1068	80	2	statistics	statistic	NOUN
dem-1068	80	3	in	in	ADP
dem-1068	80	4	the	the	DET
dem-1068	80	5	test	test	NOUN
dem-1068	80	6	against	against	ADP
dem-1068	80	7	the	the	DET
dem-1068	80	8	alternative	alternative	ADJ
dem-1068	80	9	hypothesis	hypothesis	NOUN
dem-1068	80	10	in	in	ADP
dem-1068	80	11	the	the	DET
dem-1068	80	12	form	form	NOUN
dem-1068	80	13	:	:	PUNCT
dem-1068	80	14	)	)	PUNCT
dem-1068	80	15	var()var()var()var(:h	var()var()var()var(:h	PROPN
dem-1068	80	16	12/,1,,,1	12/,1,,,1	NUM
dem-1068	80	17			NOUN
dem-1068	80	18			X
dem-1068	80	19	j	j	PROPN
dem-1068	80	20	j	j	PROPN
dem-1068	80	21	njkjkjlj	njkjkjlj	PROPN
dem-1068	80	22	wwww	wwww	PROPN
dem-1068	80	23			X
dem-1068	80	24	,	,	PUNCT
dem-1068	80	25	where	where	SCONJ
dem-1068	80	26	k	k	PROPN
dem-1068	80	27	is	be	AUX
dem-1068	80	28	the	the	DET
dem-1068	80	29	unknown	unknown	ADJ
dem-1068	80	30	location	location	NOUN
dem-1068	80	31	of	of	ADP
dem-1068	80	32	the	the	DET
dem-1068	80	33	variance	variance	NOUN
dem-1068	80	34	change	change	NOUN
dem-1068	80	35	,	,	PUNCT
dem-1068	80	36	is	be	AUX
dem-1068	80	37	based	base	VERB
dem-1068	80	38	on	on	ADP
dem-1068	80	39	the	the	DET
dem-1068	80	40	normalized	normalize	VERB
dem-1068	80	41	cumulated	cumulated	ADJ
dem-1068	80	42	sum	sum	NOUN
dem-1068	80	43	of	of	ADP
dem-1068	80	44	squares	square	NOUN
dem-1068	80	45	(	(	PUNCT
dem-1068	80	46	cusum	cusum	VERB
dem-1068	80	47	for	for	ADP
dem-1068	80	48	squares	square	NOUN
dem-1068	80	49	):	):	PUNCT
dem-1068	80	50			X
dem-1068	80	51			X
dem-1068	80	52			VERB
dem-1068	80	53			PRON
dem-1068	80	54			PROPN
dem-1068	80	55			NUM
dem-1068	80	56	12/	12/	NUM
dem-1068	80	57	2	2	NUM
dem-1068	80	58	,	,	PUNCT
dem-1068	80	59	2	2	NUM
dem-1068	80	60	,	,	PUNCT
dem-1068	80	61	j	j	PROPN
dem-1068	80	62	j	j	PROPN
dem-1068	80	63	j	j	PROPN
dem-1068	80	64	n	n	CCONJ
dem-1068	80	65	lt	lt	PROPN
dem-1068	80	66	tj	tj	PROPN
dem-1068	80	67	k	k	PROPN
dem-1068	80	68	lt	lt	VERB
dem-1068	80	69	tj	tj	PROPN
dem-1068	80	70	k	k	PROPN
dem-1068	80	71	w	w	PROPN
dem-1068	80	72	w	w	PROPN
dem-1068	80	73	w	w	PROPN
dem-1068	80	74	,	,	PUNCT
dem-1068	80	75	(	(	PUNCT
dem-1068	80	76	7	7	NUM
dem-1068	80	77	)	)	PUNCT
dem-1068	80	78	and	and	CCONJ
dem-1068	80	79	have	have	VERB
dem-1068	80	80	the	the	DET
dem-1068	80	81	forms	form	NOUN
dem-1068	80	82	:	:	PUNCT
dem-1068	80	83	a.	a.	NOUN
dem-1068	80	84	(	(	PUNCT
dem-1068	80	85	inclán	inclán	ADJ
dem-1068	80	86	,	,	PUNCT
dem-1068	80	87	tiao	tiao	NOUN
dem-1068	80	88	,	,	PUNCT
dem-1068	80	89	1994	1994	NUM
dem-1068	80	90	)	)	PUNCT
dem-1068	81	1	j	j	PROPN
dem-1068	81	2	j	j	PROPN
dem-1068	81	3	jj	jj	PROPN
dem-1068	81	4	j	j	PROPN
dem-1068	81	5	j	j	PROPN
dem-1068	81	6	n	n	CCONJ
dem-1068	81	7	lk	lk	PROPN
dem-1068	81	8	k	k	PROPN
dem-1068	81	9	lk	lk	PROPN
dem-1068	81	10	n	n	PRON
dem-1068	81	11	wit	wit	NOUN
dem-1068	81	12			CCONJ
dem-1068	81	13			PROPN
dem-1068	81	14			NUM
dem-1068	81	15			ADJ
dem-1068	81	16			ADJ
dem-1068	81	17			PROPN
dem-1068	81	18	1	1	NUM
dem-1068	81	19	12	12	NUM
dem-1068	81	20	,	,	PUNCT
dem-1068	81	21	,	,	PUNCT
dem-1068	81	22	2	2	NUM
dem-1068	81	23	max	max	NOUN
dem-1068	81	24			NUM
dem-1068	81	25	;	;	PUNCT
dem-1068	81	26	(	(	PUNCT
dem-1068	81	27	8)	8)	NUM
dem-1068	81	28	b.	b.	PROPN
dem-1068	81	29	(	(	PUNCT
dem-1068	81	30	whitcher	whitcher	NOUN
dem-1068	81	31	,	,	PUNCT
dem-1068	81	32	1998	1998	NUM
dem-1068	81	33	)	)	PUNCT
dem-1068	82	1			PROPN
dem-1068	82	2			PROPN
dem-1068	82	3			PROPN
dem-1068	82	4	ddw	ddw	PROPN
dem-1068	82	5	jn	jn	PROPN
dem-1068	82	6	,	,	PUNCT
dem-1068	82	7	max2	max2	NOUN
dem-1068	82	8	,	,	PUNCT
dem-1068	82	9	(	(	PUNCT
dem-1068	82	10	9	9	NUM
dem-1068	82	11	)	)	PUNCT
dem-1068	82	12	where	where	SCONJ
dem-1068	82	13	:	:	PUNCT
dem-1068	82	14			PROPN
dem-1068	82	15	kn	kn	NOUN
dem-1068	83	1	lk	lk	INTJ
dem-1068	83	2	nlk	nlk	INTJ
dem-1068	84	1	wd	wd	PROPN
dem-1068	84	2	j	j	PROPN
dem-1068	84	3	j	j	PROPN
dem-1068	84	4	j	j	PROPN
dem-1068	84	5	j	j	PROPN
dem-1068	84	6			PROPN
dem-1068	84	7			PROPN
dem-1068	84	8			PROPN
dem-1068	84	9			NUM
dem-1068	84	10			ADV
dem-1068	84	11	1	1	NUM
dem-1068	84	12	1	1	NUM
dem-1068	84	13	22/	22/	NUM
dem-1068	84	14	,	,	PUNCT
dem-1068	84	15	,	,	PUNCT
dem-1068	84	16	max	max	PROPN
dem-1068	84	17			NUM
dem-1068	84	18	,	,	PUNCT
dem-1068	84	19			PROPN
dem-1068	84	20	1	1	NOUN
dem-1068	84	21	22/	22/	NUM
dem-1068	84	22	,	,	PUNCT
dem-1068	84	23	,	,	PUNCT
dem-1068	84	24	max	max	PROPN
dem-1068	84	25			PROPN
dem-1068	84	26			PROPN
dem-1068	84	27			VERB
dem-1068	84	28			NOUN
dem-1068	84	29			PROPN
dem-1068	84	30	j	j	PROPN
dem-1068	84	31	j	j	PROPN
dem-1068	84	32	j	j	PROPN
dem-1068	84	33	j	j	PROPN
dem-1068	84	34	n	n	CCONJ
dem-1068	85	1	lk	lk	PROPN
dem-1068	85	2	k	k	PROPN
dem-1068	85	3	nlk	nlk	PROPN
dem-1068	85	4	wd	wd	PROPN
dem-1068	85	5			INTJ
dem-1068	85	6	,	,	PUNCT
dem-1068	85	7	whereas	whereas	SCONJ
dem-1068	85	8	j	j	PROPN
dem-1068	85	9	j	j	PROPN
dem-1068	85	10	j	j	PROPN
dem-1068	85	11	lnn	lnn	PROPN
dem-1068	85	12			PROPN
dem-1068	85	13	2/	2/	NUM
dem-1068	85	14	is	be	AUX
dem-1068	85	15	the	the	DET
dem-1068	85	16	number	number	NOUN
dem-1068	85	17	of	of	ADP
dem-1068	85	18	coefficients	coefficient	NOUN
dem-1068	85	19	distorted	distort	VERB
dem-1068	85	20	by	by	ADP
dem-1068	85	21	the	the	DET
dem-1068	85	22	extrapolation	extrapolation	NOUN
dem-1068	85	23	method	method	NOUN
dem-1068	85	24	at	at	ADP
dem-1068	85	25	the	the	DET
dem-1068	85	26	ends	end	NOUN
dem-1068	85	27	of	of	ADP
dem-1068	85	28	the	the	DET
dem-1068	85	29	sample	sample	NOUN
dem-1068	85	30	.	.	PUNCT
dem-1068	86	1	in	in	ADP
dem-1068	86	2	the	the	DET
dem-1068	86	3	case	case	NOUN
dem-1068	86	4	where	where	SCONJ
dem-1068	86	5	jn	jn	PROPN
dem-1068	86	6			PROPN
dem-1068	86	7	amounts	amount	VERB
dem-1068	86	8	to	to	ADP
dem-1068	86	9	at	at	ADV
dem-1068	86	10	least	least	ADV
dem-1068	86	11	128	128	NUM
dem-1068	86	12	,	,	PUNCT
dem-1068	86	13	the	the	DET
dem-1068	86	14	following	follow	VERB
dem-1068	86	15	distribution	distribution	NOUN
dem-1068	86	16	for	for	ADP
dem-1068	86	17	the	the	DET
dem-1068	86	18	test	test	NOUN
dem-1068	86	19	statistics	statistic	NOUN
dem-1068	86	20	is	be	AUX
dem-1068	86	21	used	use	VERB
dem-1068	86	22	(	(	PUNCT
dem-1068	86	23	see	see	VERB
dem-1068	86	24	:	:	PUNCT
dem-1068	86	25	inclán	inclán	ADJ
dem-1068	86	26	,	,	PUNCT
dem-1068	86	27	tiao	tiao	NOUN
dem-1068	86	28	1994	1994	NUM
dem-1068	86	29	,	,	PUNCT
dem-1068	86	30	p.	p.	NOUN
dem-1068	86	31	923	923	NUM
dem-1068	86	32	;	;	PUNCT
dem-1068	86	33	whitcher	whitcher	NOUN
dem-1068	86	34	1998	1998	NUM
dem-1068	86	35	,	,	PUNCT
dem-1068	86	36	p.	p.	NOUN
dem-1068	86	37	60	60	NUM
dem-1068	86	38	)	)	PUNCT
dem-1068	86	39	.	.	PUNCT
dem-1068	87	1	small	small	ADJ
dem-1068	87	2	sample	sample	NOUN
dem-1068	87	3	critical	critical	ADJ
dem-1068	87	4	values	value	NOUN
dem-1068	87	5	(	(	PUNCT
dem-1068	87	6	9	9	NUM
dem-1068	87	7	)	)	PUNCT
dem-1068	87	8	can	can	AUX
dem-1068	87	9	be	be	AUX
dem-1068	87	10	found	find	VERB
dem-1068	87	11	in	in	ADP
dem-1068	87	12	the	the	DET
dem-1068	87	13	works	work	NOUN
dem-1068	87	14	of	of	ADP
dem-1068	87	15	whitcher	whitcher	NOUN
dem-1068	87	16	(	(	PUNCT
dem-1068	87	17	1998	1998	NUM
dem-1068	87	18	)	)	PUNCT
dem-1068	87	19	,	,	PUNCT
dem-1068	87	20	whitcher	whitcher	NOUN
dem-1068	87	21	and	and	CCONJ
dem-1068	87	22	others	other	NOUN
dem-1068	87	23	(	(	PUNCT
dem-1068	87	24	2002	2002	NUM
dem-1068	87	25	)	)	PUNCT
dem-1068	87	26	.	.	PUNCT
dem-1068	88	1	5	5	NUM
dem-1068	88	2	for	for	ADP
dem-1068	88	3	the	the	DET
dem-1068	88	4	applied	apply	VERB
dem-1068	88	5	wavelets	wavelet	NOUN
dem-1068	88	6	those	those	DET
dem-1068	88	7	values	value	NOUN
dem-1068	88	8	amount	amount	VERB
dem-1068	88	9	to	to	ADP
dem-1068	88	10	0	0	NUM
dem-1068	88	11	in	in	ADP
dem-1068	88	12	the	the	DET
dem-1068	88	13	case	case	NOUN
dem-1068	88	14	of	of	ADP
dem-1068	88	15	the	the	DET
dem-1068	88	16	haar	haar	NOUN
dem-1068	88	17	wavelet	wavelet	NOUN
dem-1068	88	18	whereas	whereas	SCONJ
dem-1068	88	19	in	in	ADP
dem-1068	88	20	the	the	DET
dem-1068	88	21	case	case	NOUN
dem-1068	88	22	of	of	ADP
dem-1068	88	23	d4	d4	PROPN
dem-1068	88	24	wavelet	wavelet	NOUN
dem-1068	88	25	–	–	PUNCT
dem-1068	88	26	1	1	NUM
dem-1068	88	27	for	for	ADP
dem-1068	88	28	the	the	DET
dem-1068	88	29	first	first	ADJ
dem-1068	88	30	decomposition	decomposition	NOUN
dem-1068	88	31	level	level	NOUN
dem-1068	88	32	and	and	CCONJ
dem-1068	88	33	2	2	NUM
dem-1068	88	34	for	for	ADP
dem-1068	88	35	higher	high	ADJ
dem-1068	88	36	levels	level	NOUN
dem-1068	88	37	–	–	PUNCT
dem-1068	88	38	compare	compare	VERB
dem-1068	88	39	(	(	PUNCT
dem-1068	88	40	percival	percival	NOUN
dem-1068	88	41	,	,	PUNCT
dem-1068	88	42	walden	walden	NOUN
dem-1068	88	43	,	,	PUNCT
dem-1068	88	44	2000	2000	NUM
dem-1068	88	45	,	,	PUNCT
dem-1068	88	46	p.	p.	NOUN
dem-1068	88	47	136	136	NUM
dem-1068	88	48	)	)	PUNCT
dem-1068	88	49	.	.	PUNCT
dem-1068	89	1	detection	detection	NOUN
dem-1068	89	2	of	of	ADP
dem-1068	89	3	collusion	collusion	NOUN
dem-1068	89	4	equilibrium	equilibrium	NOUN
dem-1068	89	5	in	in	ADP
dem-1068	89	6	an	an	DET
dem-1068	89	7	industry	industry	NOUN
dem-1068	89	8	with	with	ADP
dem-1068	89	9	application	application	NOUN
dem-1068	89	10	of	of	ADP
dem-1068	89	11	wavelet	wavelet	NOUN
dem-1068	89	12	analysis	analysis	NOUN
dem-1068	89	13	161	161	NUM
dem-1068	89	14	2.2	2.2	NUM
dem-1068	89	15	.	.	PUNCT
dem-1068	89	16	estimating	estimate	VERB
dem-1068	89	17	the	the	DET
dem-1068	89	18	location	location	NOUN
dem-1068	89	19	of	of	ADP
dem-1068	89	20	variance	variance	NOUN
dem-1068	89	21	change	change	NOUN
dem-1068	89	22	k	k	PROPN
dem-1068	89	23	~	~	PUNCT
dem-1068	89	24	,	,	PUNCT
dem-1068	89	25	for	for	ADP
dem-1068	89	26	which	which	PRON
dem-1068	89	27	the	the	DET
dem-1068	89	28	appropriate	appropriate	ADJ
dem-1068	89	29	expressions	expression	NOUN
dem-1068	89	30	in	in	ADP
dem-1068	89	31	test	test	NOUN
dem-1068	89	32	statistics	statistic	NOUN
dem-1068	89	33	reach	reach	VERB
dem-1068	89	34	their	their	PRON
dem-1068	89	35	maximum	maximum	NOUN
dem-1068	89	36	as	as	SCONJ
dem-1068	89	37	mentioned	mention	VERB
dem-1068	89	38	earlier	early	ADV
dem-1068	89	39	,	,	PUNCT
dem-1068	89	40	it	it	PRON
dem-1068	89	41	is	be	AUX
dem-1068	89	42	necessary	necessary	ADJ
dem-1068	89	43	to	to	PART
dem-1068	89	44	base	base	VERB
dem-1068	89	45	the	the	DET
dem-1068	89	46	estimation	estimation	NOUN
dem-1068	89	47	of	of	ADP
dem-1068	89	48	the	the	DET
dem-1068	89	49	location	location	NOUN
dem-1068	89	50	of	of	ADP
dem-1068	89	51	variance	variance	NOUN
dem-1068	89	52	change	change	NOUN
dem-1068	89	53	on	on	ADP
dem-1068	89	54	the	the	DET
dem-1068	89	55	coefficients	coefficient	NOUN
dem-1068	89	56	tjw	tjw	INTJ
dem-1068	89	57	,	,	PUNCT
dem-1068	89	58	~	~	PUNCT
dem-1068	89	59	of	of	ADP
dem-1068	89	60	the	the	DET
dem-1068	89	61	non	non	ADJ
dem-1068	89	62	-	-	ADJ
dem-1068	89	63	decimated	decimated	ADJ
dem-1068	89	64	wavelet	wavelet	NOUN
dem-1068	89	65	transformation	transformation	NOUN
dem-1068	89	66	.	.	PUNCT
dem-1068	90	1	it	it	PRON
dem-1068	90	2	is	be	AUX
dem-1068	90	3	then	then	ADV
dem-1068	90	4	that	that	SCONJ
dem-1068	90	5	the	the	DET
dem-1068	90	6	index	index	NOUN
dem-1068	90	7	values	value	NOUN
dem-1068	90	8	,	,	PUNCT
dem-1068	90	9	indicates	indicate	VERB
dem-1068	90	10	the	the	DET
dem-1068	90	11	moment	moment	NOUN
dem-1068	90	12	of	of	ADP
dem-1068	90	13	change	change	NOUN
dem-1068	90	14	.	.	PUNCT
dem-1068	91	1	obviously	obviously	ADV
dem-1068	91	2	,	,	PUNCT
dem-1068	91	3	in	in	ADP
dem-1068	91	4	such	such	ADJ
dem-1068	91	5	statistics	statistic	NOUN
dem-1068	91	6	the	the	DET
dem-1068	91	7	lower	low	ADJ
dem-1068	91	8	and	and	CCONJ
dem-1068	91	9	upper	upper	ADJ
dem-1068	91	10	summation	summation	NOUN
dem-1068	91	11	limits	limit	NOUN
dem-1068	91	12	must	must	AUX
dem-1068	91	13	be	be	AUX
dem-1068	91	14	modified	modify	VERB
dem-1068	91	15	accordingly	accordingly	ADV
dem-1068	91	16	,	,	PUNCT
dem-1068	91	17	in	in	ADP
dem-1068	91	18	the	the	DET
dem-1068	91	19	way	way	NOUN
dem-1068	91	20	so	so	SCONJ
dem-1068	91	21	that	that	SCONJ
dem-1068	91	22	all	all	DET
dem-1068	91	23	non	non	ADJ
dem-1068	91	24	-	-	ADJ
dem-1068	91	25	boundary	boundary	ADJ
dem-1068	91	26	coefficients	coefficient	NOUN
dem-1068	91	27	are	be	AUX
dem-1068	91	28	taken	take	VERB
dem-1068	91	29	into	into	ADP
dem-1068	91	30	account	account	NOUN
dem-1068	91	31	.	.	PUNCT
dem-1068	92	1	and	and	CCONJ
dem-1068	92	2	thus	thus	ADV
dem-1068	92	3	,	,	PUNCT
dem-1068	92	4	the	the	DET
dem-1068	92	5	statistic	statistic	NOUN
dem-1068	92	6	in	in	ADP
dem-1068	92	7	inclán	inclán	VERB
dem-1068	92	8	and	and	CCONJ
dem-1068	92	9	tiao	tiao	NOUN
dem-1068	92	10	version	version	NOUN
dem-1068	92	11	now	now	ADV
dem-1068	92	12	takes	take	VERB
dem-1068	92	13	the	the	DET
dem-1068	92	14	form	form	NOUN
dem-1068	92	15	:	:	PUNCT
dem-1068	92	16	1	1	NUM
dem-1068	92	17	2	2	NUM
dem-1068	92	18	1,,12	1,,12	NUM
dem-1068	92	19	1	1	NUM
dem-1068	92	20	max	max	PROPN
dem-1068	92	21			PROPN
dem-1068	92	22			PROPN
dem-1068	92	23			PUNCT
dem-1068	92	24			VERB
dem-1068	92	25			PROPN
dem-1068	92	26	j	j	PROPN
dem-1068	92	27	j	j	PROPN
dem-1068	93	1	j	j	PROPN
dem-1068	93	2	j	j	PROPN
dem-1068	94	1	ln	ln	PROPN
dem-1068	94	2	lk	lk	PROPN
dem-1068	95	1	k	k	PROPN
dem-1068	95	2	nlk	nlk	PROPN
dem-1068	95	3	ln	ln	ADJ
dem-1068	95	4	wit	wit	NOUN
dem-1068	95	5			NUM
dem-1068	95	6	,	,	PUNCT
dem-1068	95	7	(	(	PUNCT
dem-1068	95	8	10	10	NUM
dem-1068	95	9	)	)	PUNCT
dem-1068	95	10	whereas	whereas	SCONJ
dem-1068	95	11	the	the	DET
dem-1068	95	12	expressions	expression	NOUN
dem-1068	95	13	in	in	ADP
dem-1068	95	14	statistics	statistic	NOUN
dem-1068	95	15	(	(	PUNCT
dem-1068	95	16	9	9	X
dem-1068	95	17	)	)	PUNCT
dem-1068	95	18	transform	transform	VERB
dem-1068	95	19	into	into	ADP
dem-1068	95	20	:	:	PUNCT
dem-1068	95	21			NOUN
dem-1068	96	1	kln	kln	INTJ
dem-1068	96	2	lk	lk	INTJ
dem-1068	97	1	nlk	nlk	INTJ
dem-1068	97	2	wd	wd	PROPN
dem-1068	97	3	j	j	PROPN
dem-1068	97	4	j	j	PROPN
dem-1068	97	5	j	j	PROPN
dem-1068	97	6			PROPN
dem-1068	97	7			PROPN
dem-1068	97	8			PROPN
dem-1068	97	9			PUNCT
dem-1068	97	10			VERB
dem-1068	97	11	2	2	NUM
dem-1068	97	12	2,,1	2,,1	NUM
dem-1068	97	13	max	max	NOUN
dem-1068	97	14			NUM
dem-1068	97	15	,	,	PUNCT
dem-1068	97	16			NOUN
dem-1068	97	17	1	1	ADJ
dem-1068	97	18	1	1	NUM
dem-1068	97	19	,	,	PUNCT
dem-1068	97	20	,	,	PUNCT
dem-1068	97	21	2	2	NUM
dem-1068	97	22	max	max	NOUN
dem-1068	97	23	,	,	PUNCT
dem-1068	97	24	j	j	PROPN
dem-1068	98	1	j	j	PROPN
dem-1068	98	2	j	j	PROPN
dem-1068	99	1	k	k	PROPN
dem-1068	99	2	l	l	PROPN
dem-1068	99	3	k	k	PROPN
dem-1068	99	4	n	n	CCONJ
dem-1068	99	5	lk	lk	PROPN
dem-1068	99	6	l	l	PROPN
dem-1068	100	1	n	n	PROPN
dem-1068	100	2	d	d	NOUN
dem-1068	100	3	w	w	PROPN
dem-1068	100	4			PROPN
dem-1068	100	5			VERB
dem-1068	100	6			ADJ
dem-1068	100	7			PROPN
dem-1068	100	8			PROPN
dem-1068	100	9			PROPN
dem-1068	100	10			PROPN
dem-1068	101	1			NUM
dem-1068	101	2	then	then	ADV
dem-1068	101	3	the	the	DET
dem-1068	101	4	normalized	normalize	VERB
dem-1068	101	5	cumulated	cumulated	ADJ
dem-1068	101	6	sum	sum	NOUN
dem-1068	101	7	of	of	ADP
dem-1068	101	8	squares	square	NOUN
dem-1068	101	9	is	be	AUX
dem-1068	101	10	in	in	ADP
dem-1068	101	11	the	the	DET
dem-1068	101	12	form	form	NOUN
dem-1068	101	13	:	:	PUNCT
dem-1068	101	14			X
dem-1068	101	15			VERB
dem-1068	101	16			VERB
dem-1068	101	17			ADJ
dem-1068	101	18			NOUN
dem-1068	101	19			NUM
dem-1068	101	20	1	1	NUM
dem-1068	101	21	1	1	NUM
dem-1068	101	22	2	2	NUM
dem-1068	101	23	,	,	PUNCT
dem-1068	101	24	1	1	NUM
dem-1068	101	25	2	2	NUM
dem-1068	101	26	,	,	PUNCT
dem-1068	101	27	~	~	PUNCT
dem-1068	101	28	~	~	PUNCT
dem-1068	101	29	n	n	X
dem-1068	102	1	lt	lt	NOUN
dem-1068	102	2	tj	tj	NOUN
dem-1068	102	3	k	k	PROPN
dem-1068	102	4	lt	lt	VERB
dem-1068	102	5	tj	tj	PROPN
dem-1068	102	6	k	k	PROPN
dem-1068	102	7	j	j	PROPN
dem-1068	102	8	j	j	PROPN
dem-1068	102	9	w	w	PROPN
dem-1068	102	10	w	w	PROPN
dem-1068	102	11	w	w	PROPN
dem-1068	102	12	.	.	PUNCT
dem-1068	103	1	(	(	PUNCT
dem-1068	103	2	11	11	NUM
dem-1068	103	3	)	)	PUNCT
dem-1068	103	4	finally	finally	ADV
dem-1068	103	5	,	,	PUNCT
dem-1068	103	6	we	we	PRON
dem-1068	103	7	receive	receive	VERB
dem-1068	103	8	the	the	DET
dem-1068	103	9	moment	moment	NOUN
dem-1068	103	10	of	of	ADP
dem-1068	103	11	change	change	NOUN
dem-1068	103	12	in	in	ADP
dem-1068	103	13	real	real	ADJ
dem-1068	103	14	time	time	NOUN
dem-1068	103	15	,	,	PUNCT
dem-1068	103	16	by	by	ADP
dem-1068	103	17	applying	apply	VERB
dem-1068	103	18	additional	additional	ADJ
dem-1068	103	19	corrections	correction	NOUN
dem-1068	103	20	due	due	ADP
dem-1068	103	21	to	to	ADP
dem-1068	103	22	a	a	DET
dem-1068	103	23	phase	phase	NOUN
dem-1068	103	24	shift6	shift6	NOUN
dem-1068	103	25	.	.	PUNCT
dem-1068	104	1	in	in	ADP
dem-1068	104	2	the	the	DET
dem-1068	104	3	case	case	NOUN
dem-1068	104	4	in	in	ADP
dem-1068	104	5	which	which	PRON
dem-1068	104	6	there	there	PRON
dem-1068	104	7	is	be	VERB
dem-1068	104	8	a	a	DET
dem-1068	104	9	possibility	possibility	NOUN
dem-1068	104	10	of	of	ADP
dem-1068	104	11	the	the	DET
dem-1068	104	12	occurrence	occurrence	NOUN
dem-1068	104	13	of	of	ADP
dem-1068	104	14	multiple	multiple	ADJ
dem-1068	104	15	changes	change	NOUN
dem-1068	104	16	in	in	ADP
dem-1068	104	17	variance	variance	NOUN
dem-1068	104	18	,	,	PUNCT
dem-1068	104	19	it	it	PRON
dem-1068	104	20	is	be	AUX
dem-1068	104	21	proposed	propose	VERB
dem-1068	104	22	(	(	PUNCT
dem-1068	104	23	inclán	inclán	ADJ
dem-1068	104	24	,	,	PUNCT
dem-1068	104	25	tiao	tiao	NOUN
dem-1068	104	26	,	,	PUNCT
dem-1068	104	27	1994	1994	NUM
dem-1068	104	28	)	)	PUNCT
dem-1068	104	29	to	to	PART
dem-1068	104	30	apply	apply	VERB
dem-1068	104	31	a	a	DET
dem-1068	104	32	procedure	procedure	NOUN
dem-1068	104	33	described	describe	VERB
dem-1068	104	34	as	as	ADP
dem-1068	104	35	the	the	DET
dem-1068	104	36	algorithm	algorithm	NOUN
dem-1068	104	37	of	of	ADP
dem-1068	104	38	iterated	iterated	ADJ
dem-1068	104	39	cumulative	cumulative	ADJ
dem-1068	104	40	sums	sum	NOUN
dem-1068	104	41	of	of	ADP
dem-1068	104	42	squares	square	NOUN
dem-1068	104	43	,	,	PUNCT
dem-1068	104	44	icss	icss	PROPN
dem-1068	104	45	,	,	PUNCT
dem-1068	104	46	based	base	VERB
dem-1068	104	47	on	on	ADP
dem-1068	104	48	the	the	DET
dem-1068	104	49	method	method	NOUN
dem-1068	104	50	of	of	ADP
dem-1068	104	51	binary	binary	ADJ
dem-1068	104	52	segmentation	segmentation	NOUN
dem-1068	104	53	.	.	PUNCT
dem-1068	105	1	the	the	DET
dem-1068	105	2	application	application	NOUN
dem-1068	105	3	of	of	ADP
dem-1068	105	4	such	such	DET
dem-1068	105	5	an	an	DET
dem-1068	105	6	algorithm	algorithm	NOUN
dem-1068	105	7	in	in	ADP
dem-1068	105	8	the	the	DET
dem-1068	105	9	context	context	NOUN
dem-1068	105	10	of	of	ADP
dem-1068	105	11	wavelet	wavelet	NOUN
dem-1068	105	12	detection	detection	NOUN
dem-1068	105	13	was	be	AUX
dem-1068	105	14	proposed	propose	VERB
dem-1068	105	15	by	by	ADP
dem-1068	105	16	whitcher	whitcher	PROPN
dem-1068	105	17	et	et	PROPN
dem-1068	105	18	al	al	PROPN
dem-1068	105	19	.	.	PUNCT
dem-1068	106	1	(	(	PUNCT
dem-1068	106	2	2000	2000	NUM
dem-1068	106	3	)	)	PUNCT
dem-1068	106	4	.	.	PUNCT
dem-1068	107	1	the	the	DET
dem-1068	107	2	course	course	NOUN
dem-1068	107	3	of	of	ADP
dem-1068	107	4	the	the	DET
dem-1068	107	5	algorithm	algorithm	NOUN
dem-1068	107	6	can	can	AUX
dem-1068	107	7	be	be	AUX
dem-1068	107	8	depicted	depict	VERB
dem-1068	107	9	in	in	ADP
dem-1068	107	10	the	the	DET
dem-1068	107	11	following	following	ADJ
dem-1068	107	12	way	way	NOUN
dem-1068	107	13	:	:	PUNCT
dem-1068	107	14			NOUN
dem-1068	107	15	having	have	VERB
dem-1068	107	16	a	a	DET
dem-1068	107	17	succession	succession	NOUN
dem-1068	107	18	of	of	ADP
dem-1068	107	19	non	non	ADJ
dem-1068	107	20	-	-	ADJ
dem-1068	107	21	boundary	boundary	ADJ
dem-1068	107	22	dwt	dwt	NOUN
dem-1068	107	23	coefficients	coefficient	NOUN
dem-1068	107	24	:	:	PUNCT
dem-1068	107	25	12/,1	12/,1	NUM
dem-1068	107	26	,	,	PUNCT
dem-1068	107	27	,	,	PUNCT
dem-1068	107	28	,	,	PUNCT
dem-1068	107	29	,	,	PUNCT
dem-1068	107	30	,	,	PUNCT
dem-1068	107	31			PROPN
dem-1068	107	32	j	j	PROPN
dem-1068	107	33	jj	jj	PROPN
dem-1068	107	34	njljlj	njljlj	PROPN
dem-1068	107	35	www	www	PROPN
dem-1068	107	36			INTJ
dem-1068	107	37	we	we	PRON
dem-1068	107	38	assume	assume	VERB
dem-1068	107	39	12/	12/	NUM
dem-1068	107	40	,	,	PUNCT
dem-1068	107	41	21	21	NUM
dem-1068	107	42			NUM
dem-1068	107	43	j	j	PROPN
dem-1068	107	44	j	j	PROPN
dem-1068	107	45	ntlt	ntlt	PROPN
dem-1068	107	46	and	and	CCONJ
dem-1068	107	47	compute	compute	VERB
dem-1068	107	48	the	the	DET
dem-1068	107	49	value	value	NOUN
dem-1068	107	50	of	of	ADP
dem-1068	107	51	the	the	DET
dem-1068	107	52	statistic	statistic	NOUN
dem-1068	107	53	it	it	PRON
dem-1068	107	54	or	or	CCONJ
dem-1068	107	55	w	w	NOUN
dem-1068	107	56	for	for	ADP
dem-1068	107	57	the	the	DET
dem-1068	107	58	range	range	NOUN
dem-1068	107	59	]	]	X
dem-1068	107	60	,	,	PUNCT
dem-1068	107	61	[	[	PUNCT
dem-1068	107	62	21	21	NUM
dem-1068	107	63	tt	tt	PROPN
dem-1068	107	64	.	.	PUNCT
dem-1068	108	1	if	if	SCONJ
dem-1068	108	2	the	the	DET
dem-1068	108	3	statistic	statistic	NOUN
dem-1068	108	4	points	point	VERB
dem-1068	108	5	to	to	ADP
dem-1068	108	6	the	the	DET
dem-1068	108	7	occurrence	occurrence	NOUN
dem-1068	108	8	of	of	ADP
dem-1068	108	9	change	change	NOUN
dem-1068	108	10	,	,	PUNCT
dem-1068	108	11	we	we	PRON
dem-1068	108	12	mark	mark	VERB
dem-1068	108	13	the	the	DET
dem-1068	108	14	moment	moment	NOUN
dem-1068	108	15	k	k	NOUN
dem-1068	108	16	,	,	PUNCT
dem-1068	108	17	for	for	ADP
dem-1068	108	18	which	which	PRON
dem-1068	108	19	its	its	PRON
dem-1068	108	20	value	value	NOUN
dem-1068	108	21	was	be	AUX
dem-1068	108	22	determined	determine	VERB
dem-1068	108	23	and	and	CCONJ
dem-1068	108	24	we	we	PRON
dem-1068	108	25	pass	pass	VERB
dem-1068	108	26	on	on	ADP
dem-1068	108	27	to	to	ADP
dem-1068	108	28	the	the	DET
dem-1068	108	29	next	next	ADJ
dem-1068	108	30	stage	stage	NOUN
dem-1068	108	31	.	.	PUNCT
dem-1068	109	1			NOUN
dem-1068	109	2	we	we	PRON
dem-1068	109	3	determine	determine	VERB
dem-1068	109	4	the	the	DET
dem-1068	109	5	value	value	NOUN
dem-1068	109	6	of	of	ADP
dem-1068	109	7	the	the	DET
dem-1068	109	8	test	test	NOUN
dem-1068	109	9	statistic	statistic	NOUN
dem-1068	109	10	to	to	ADP
dem-1068	109	11	the	the	DET
dem-1068	109	12	left	left	NOUN
dem-1068	109	13	of	of	ADP
dem-1068	109	14	k	k	PROPN
dem-1068	109	15	,	,	PUNCT
dem-1068	109	16	i.e.	i.e.	X
dem-1068	109	17	in	in	ADP
dem-1068	109	18	the	the	DET
dem-1068	109	19	range	range	NOUN
dem-1068	109	20	]	]	X
dem-1068	109	21	1	1	NUM
dem-1068	109	22	,	,	PUNCT
dem-1068	109	23	[	[	PUNCT
dem-1068	109	24	1	1	NUM
dem-1068	109	25	kt	kt	NOUN
dem-1068	109	26	and	and	CCONJ
dem-1068	109	27	to	to	ADP
dem-1068	109	28	the	the	DET
dem-1068	109	29	right	right	NOUN
dem-1068	109	30	of	of	ADP
dem-1068	109	31	k	k	PROPN
dem-1068	109	32	,	,	PUNCT
dem-1068	109	33	i.e.	i.e.	X
dem-1068	109	34	in	in	ADP
dem-1068	109	35	the	the	DET
dem-1068	109	36	interval	interval	NOUN
dem-1068	109	37	]	]	PUNCT
dem-1068	109	38	,	,	PUNCT
dem-1068	109	39	1	1	NUM
dem-1068	109	40	[	[	PUNCT
dem-1068	109	41	2tk	2tk	ADJ
dem-1068	109	42			NOUN
dem-1068	109	43	.	.	PUNCT
dem-1068	110	1	we	we	PRON
dem-1068	110	2	keep	keep	VERB
dem-1068	110	3	6	6	NUM
dem-1068	110	4	in	in	ADP
dem-1068	110	5	the	the	DET
dem-1068	110	6	case	case	NOUN
dem-1068	110	7	of	of	ADP
dem-1068	110	8	the	the	DET
dem-1068	110	9	filters	filter	NOUN
dem-1068	110	10	applied	apply	VERB
dem-1068	110	11	further	far	ADV
dem-1068	110	12	in	in	ADP
dem-1068	110	13	the	the	DET
dem-1068	110	14	empirical	empirical	ADJ
dem-1068	110	15	part	part	NOUN
dem-1068	110	16	,	,	PUNCT
dem-1068	110	17	the	the	DET
dem-1068	110	18	evaluation	evaluation	NOUN
dem-1068	110	19	of	of	ADP
dem-1068	110	20	the	the	DET
dem-1068	110	21	moment	moment	NOUN
dem-1068	110	22	of	of	ADP
dem-1068	110	23	change	change	NOUN
dem-1068	110	24	in	in	ADP
dem-1068	110	25	real	real	ADJ
dem-1068	110	26	time	time	NOUN
dem-1068	110	27	,	,	PUNCT
dem-1068	110	28	with	with	ADP
dem-1068	110	29	the	the	DET
dem-1068	110	30	assumption	assumption	NOUN
dem-1068	110	31	that	that	SCONJ
dem-1068	110	32	the	the	DET
dem-1068	110	33	time	time	NOUN
dem-1068	110	34	is	be	AUX
dem-1068	110	35	numbered	number	VERB
dem-1068	110	36	beginning	begin	VERB
dem-1068	110	37	with	with	ADP
dem-1068	110	38	1	1	NUM
dem-1068	110	39	,	,	PUNCT
dem-1068	110	40	is	be	AUX
dem-1068	110	41	obtained	obtain	VERB
dem-1068	110	42	as	as	ADP
dem-1068	110	43	follows	follow	VERB
dem-1068	110	44	:	:	PUNCT
dem-1068	110	45	in	in	ADP
dem-1068	110	46	the	the	DET
dem-1068	110	47	case	case	NOUN
dem-1068	110	48	of	of	ADP
dem-1068	110	49	the	the	DET
dem-1068	110	50	haar	haar	PROPN
dem-1068	110	51	wavelet	wavelet	NOUN
dem-1068	110	52	without	without	ADP
dem-1068	110	53	any	any	DET
dem-1068	110	54	modification	modification	NOUN
dem-1068	110	55	of	of	ADP
dem-1068	110	56	k	k	PROPN
dem-1068	110	57	~	~	PUNCT
dem-1068	110	58	,	,	PUNCT
dem-1068	110	59	while	while	SCONJ
dem-1068	110	60	in	in	ADP
dem-1068	110	61	the	the	DET
dem-1068	110	62	case	case	NOUN
dem-1068	110	63	of	of	ADP
dem-1068	110	64	d4	d4	PROPN
dem-1068	110	65	wavelet	wavelet	NOUN
dem-1068	110	66	–	–	PUNCT
dem-1068	110	67	by	by	ADP
dem-1068	110	68	subtracting	subtract	VERB
dem-1068	110	69	1	1	NUM
dem-1068	110	70	from	from	ADP
dem-1068	110	71	k	k	NUM
dem-1068	110	72	~	~	PUNCT
dem-1068	110	73	.	.	PUNCT
dem-1068	111	1	sylwester	sylwester	NOUN
dem-1068	111	2	bejger	bejger	NOUN
dem-1068	111	3	,	,	PUNCT
dem-1068	111	4	joanna	joanna	PROPN
dem-1068	111	5	bruzda	bruzda	VERB
dem-1068	111	6	162	162	NUM
dem-1068	111	7	finding	find	VERB
dem-1068	111	8	subsequent	subsequent	ADJ
dem-1068	111	9	points	point	NOUN
dem-1068	111	10	by	by	ADP
dem-1068	111	11	following	follow	VERB
dem-1068	111	12	the	the	DET
dem-1068	111	13	same	same	ADJ
dem-1068	111	14	procedure	procedure	NOUN
dem-1068	111	15	–	–	PUNCT
dem-1068	111	16	we	we	PRON
dem-1068	111	17	appropriately	appropriately	ADV
dem-1068	111	18	divide	divide	VERB
dem-1068	111	19	the	the	DET
dem-1068	111	20	intervals	interval	NOUN
dem-1068	111	21	and	and	CCONJ
dem-1068	111	22	determine	determine	VERB
dem-1068	111	23	the	the	DET
dem-1068	111	24	values	value	NOUN
dem-1068	111	25	of	of	ADP
dem-1068	111	26	statistics	statistic	NOUN
dem-1068	111	27	in	in	ADP
dem-1068	111	28	the	the	DET
dem-1068	111	29	smaller	small	ADJ
dem-1068	111	30	ranges	range	NOUN
dem-1068	111	31	of	of	ADP
dem-1068	111	32	coefficients	coefficient	NOUN
dem-1068	111	33	.	.	PUNCT
dem-1068	112	1	the	the	DET
dem-1068	112	2	procedure	procedure	NOUN
dem-1068	112	3	comes	come	VERB
dem-1068	112	4	to	to	ADP
dem-1068	112	5	an	an	DET
dem-1068	112	6	end	end	NOUN
dem-1068	112	7	when	when	SCONJ
dem-1068	112	8	the	the	DET
dem-1068	112	9	rejection	rejection	NOUN
dem-1068	112	10	of	of	ADP
dem-1068	112	11	the	the	DET
dem-1068	112	12	zero	zero	NUM
dem-1068	112	13	hypothesis	hypothesis	NOUN
dem-1068	112	14	does	do	AUX
dem-1068	112	15	not	not	PART
dem-1068	112	16	occur	occur	VERB
dem-1068	112	17	.	.	PUNCT
dem-1068	113	1			NOUN
dem-1068	113	2	we	we	PRON
dem-1068	113	3	arrange	arrange	VERB
dem-1068	113	4	the	the	DET
dem-1068	113	5	detected	detect	VERB
dem-1068	113	6	points	point	NOUN
dem-1068	113	7	in	in	ADP
dem-1068	113	8	the	the	DET
dem-1068	113	9	ascending	ascend	VERB
dem-1068	113	10	order	order	NOUN
dem-1068	113	11	nkkk	nkkk	ADV
dem-1068	113	12	,	,	PUNCT
dem-1068	113	13	,	,	PUNCT
dem-1068	113	14	,	,	PUNCT
dem-1068	113	15	21	21	NUM
dem-1068	113	16			NUM
dem-1068	113	17	while	while	SCONJ
dem-1068	113	18	additionally	additionally	ADV
dem-1068	113	19	assuming	assume	VERB
dem-1068	113	20	jlk	jlk	NOUN
dem-1068	113	21	0	0	PROPN
dem-1068	113	22	and	and	CCONJ
dem-1068	113	23	12/1	12/1	NUM
dem-1068	113	24			PROPN
dem-1068	113	25	j	j	PROPN
dem-1068	113	26	n	n	PROPN
dem-1068	113	27	nk	nk	PROPN
dem-1068	113	28	.	.	PUNCT
dem-1068	114	1	for	for	ADP
dem-1068	114	2	each	each	DET
dem-1068	114	3	j	j	PROPN
dem-1068	114	4	=	=	SYM
dem-1068	114	5	1	1	NUM
dem-1068	114	6	,	,	PUNCT
dem-1068	114	7	…	…	PUNCT
dem-1068	114	8	,	,	PUNCT
dem-1068	114	9	n	n	CCONJ
dem-1068	114	10	we	we	PRON
dem-1068	114	11	carry	carry	VERB
dem-1068	114	12	out	out	ADP
dem-1068	114	13	a	a	DET
dem-1068	114	14	test	test	NOUN
dem-1068	114	15	in	in	ADP
dem-1068	114	16	the	the	DET
dem-1068	114	17	interval	interval	NOUN
dem-1068	114	18	between	between	ADP
dem-1068	114	19	the	the	DET
dem-1068	114	20	points	point	NOUN
dem-1068	114	21	of	of	ADP
dem-1068	114	22	change	change	NOUN
dem-1068	114	23	adjacent	adjacent	ADJ
dem-1068	114	24	to	to	ADP
dem-1068	114	25	jk	jk	PROPN
dem-1068	114	26	,	,	PUNCT
dem-1068	114	27	i.e.	i.e.	X
dem-1068	114	28	in	in	ADP
dem-1068	114	29	the	the	DET
dem-1068	114	30	area	area	NOUN
dem-1068	114	31	between	between	ADP
dem-1068	114	32	1jk	1jk	NUM
dem-1068	114	33	and	and	CCONJ
dem-1068	114	34	1jk	1jk	NUM
dem-1068	114	35	.	.	PUNCT
dem-1068	115	1	if	if	SCONJ
dem-1068	115	2	a	a	DET
dem-1068	115	3	potential	potential	ADJ
dem-1068	115	4	change	change	NOUN
dem-1068	115	5	-	-	PUNCT
dem-1068	115	6	point	point	NOUN
dem-1068	115	7	is	be	AUX
dem-1068	115	8	not	not	PART
dem-1068	115	9	detected	detect	VERB
dem-1068	115	10	again	again	ADV
dem-1068	115	11	,	,	PUNCT
dem-1068	115	12	we	we	PRON
dem-1068	115	13	reject	reject	VERB
dem-1068	115	14	jk	jk	PROPN
dem-1068	115	15	from	from	ADP
dem-1068	115	16	the	the	DET
dem-1068	115	17	considered	consider	VERB
dem-1068	115	18	set	set	NOUN
dem-1068	115	19	.	.	PUNCT
dem-1068	116	1	the	the	DET
dem-1068	116	2	procedure	procedure	NOUN
dem-1068	116	3	is	be	AUX
dem-1068	116	4	continued	continue	VERB
dem-1068	116	5	on	on	ADP
dem-1068	116	6	a	a	DET
dem-1068	116	7	new	new	ADJ
dem-1068	116	8	set	set	NOUN
dem-1068	116	9	of	of	ADP
dem-1068	116	10	points	point	NOUN
dem-1068	116	11	and	and	CCONJ
dem-1068	116	12	we	we	PRON
dem-1068	116	13	ultimately	ultimately	ADV
dem-1068	116	14	finish	finish	VERB
dem-1068	116	15	when	when	SCONJ
dem-1068	116	16	there	there	PRON
dem-1068	116	17	are	be	VERB
dem-1068	116	18	no	no	DET
dem-1068	116	19	reductions	reduction	NOUN
dem-1068	116	20	in	in	ADP
dem-1068	116	21	the	the	DET
dem-1068	116	22	number	number	NOUN
dem-1068	116	23	of	of	ADP
dem-1068	116	24	detected	detect	VERB
dem-1068	116	25	changes	change	NOUN
dem-1068	116	26	.	.	PUNCT
dem-1068	117	1	with	with	ADP
dem-1068	117	2	the	the	DET
dem-1068	117	3	aim	aim	NOUN
dem-1068	117	4	of	of	ADP
dem-1068	117	5	selecting	select	VERB
dem-1068	117	6	the	the	DET
dem-1068	117	7	appropriate	appropriate	ADJ
dem-1068	117	8	manner	manner	NOUN
dem-1068	117	9	of	of	ADP
dem-1068	117	10	implementation	implementation	NOUN
dem-1068	117	11	for	for	ADP
dem-1068	117	12	the	the	DET
dem-1068	117	13	presented	present	VERB
dem-1068	117	14	methods	method	NOUN
dem-1068	117	15	,	,	PUNCT
dem-1068	117	16	it	it	PRON
dem-1068	117	17	is	be	AUX
dem-1068	117	18	worth	worth	ADJ
dem-1068	117	19	discussing	discuss	VERB
dem-1068	117	20	their	their	PRON
dem-1068	117	21	statistical	statistical	ADJ
dem-1068	117	22	properties	property	NOUN
dem-1068	117	23	.	.	PUNCT
dem-1068	118	1	firstly	firstly	ADV
dem-1068	118	2	,	,	PUNCT
dem-1068	118	3	wavelets	wavelet	NOUN
dem-1068	118	4	with	with	ADP
dem-1068	118	5	smaller	small	ADJ
dem-1068	118	6	support	support	NOUN
dem-1068	118	7	(	(	PUNCT
dem-1068	118	8	shorter	short	ADJ
dem-1068	118	9	wavelet	wavelet	NOUN
dem-1068	118	10	filters	filter	NOUN
dem-1068	118	11	)	)	PUNCT
dem-1068	118	12	have	have	VERB
dem-1068	118	13	better	well	ADJ
dem-1068	118	14	localization	localization	NOUN
dem-1068	118	15	properties	property	NOUN
dem-1068	118	16	–	–	PUNCT
dem-1068	118	17	out	out	ADP
dem-1068	118	18	of	of	ADP
dem-1068	118	19	the	the	DET
dem-1068	118	20	simulation	simulation	NOUN
dem-1068	118	21	analyses	analysis	NOUN
dem-1068	118	22	presented	present	VERB
dem-1068	118	23	in	in	ADP
dem-1068	118	24	whitcher	whitcher	NOUN
dem-1068	118	25	’s	’s	PART
dem-1068	118	26	phd	phd	NOUN
dem-1068	118	27	dissertation	dissertation	NOUN
dem-1068	118	28	(	(	PUNCT
dem-1068	118	29	1998	1998	NUM
dem-1068	118	30	)	)	PUNCT
dem-1068	118	31	we	we	PRON
dem-1068	118	32	can	can	AUX
dem-1068	118	33	infer	infer	VERB
dem-1068	118	34	that	that	SCONJ
dem-1068	118	35	the	the	DET
dem-1068	118	36	localization	localization	NOUN
dem-1068	118	37	of	of	ADP
dem-1068	118	38	the	the	DET
dem-1068	118	39	moment	moment	NOUN
dem-1068	118	40	of	of	ADP
dem-1068	118	41	switch	switch	NOUN
dem-1068	118	42	is	be	AUX
dem-1068	118	43	burdened	burden	VERB
dem-1068	118	44	with	with	ADP
dem-1068	118	45	a	a	DET
dem-1068	118	46	bigger	big	ADJ
dem-1068	118	47	mistake	mistake	NOUN
dem-1068	118	48	for	for	ADP
dem-1068	118	49	longer	long	ADJ
dem-1068	118	50	wavelet	wavelet	NOUN
dem-1068	118	51	filters	filter	NOUN
dem-1068	118	52	.	.	PUNCT
dem-1068	119	1	secondly	secondly	ADV
dem-1068	119	2	,	,	PUNCT
dem-1068	119	3	wavelet	wavelet	NOUN
dem-1068	119	4	coefficients	coefficient	NOUN
dem-1068	119	5	on	on	ADP
dem-1068	119	6	the	the	DET
dem-1068	119	7	second	second	ADJ
dem-1068	119	8	decomposition	decomposition	NOUN
dem-1068	119	9	level	level	NOUN
dem-1068	119	10	require	require	VERB
dem-1068	119	11	higher	high	ADJ
dem-1068	119	12	snr	snr	NOUN
dem-1068	119	13	(	(	PUNCT
dem-1068	119	14	signal	signal	VERB
dem-1068	119	15	to	to	PART
dem-1068	119	16	noise	noise	VERB
dem-1068	119	17	ratios	ratio	NOUN
dem-1068	119	18	)	)	PUNCT
dem-1068	119	19	,	,	PUNCT
dem-1068	119	20	in	in	ADP
dem-1068	119	21	order	order	NOUN
dem-1068	119	22	to	to	PART
dem-1068	119	23	attain	attain	VERB
dem-1068	119	24	the	the	DET
dem-1068	119	25	same	same	ADJ
dem-1068	119	26	level	level	NOUN
dem-1068	119	27	of	of	ADP
dem-1068	119	28	accuracy	accuracy	NOUN
dem-1068	119	29	as	as	ADP
dem-1068	119	30	on	on	ADP
dem-1068	119	31	the	the	DET
dem-1068	119	32	first	first	ADJ
dem-1068	119	33	level	level	NOUN
dem-1068	119	34	,	,	PUNCT
dem-1068	119	35	both	both	CCONJ
dem-1068	119	36	in	in	ADP
dem-1068	119	37	terms	term	NOUN
dem-1068	119	38	of	of	ADP
dem-1068	119	39	the	the	DET
dem-1068	119	40	detection	detection	NOUN
dem-1068	119	41	of	of	ADP
dem-1068	119	42	change	change	NOUN
dem-1068	119	43	and	and	CCONJ
dem-1068	119	44	its	its	PRON
dem-1068	119	45	localization	localization	NOUN
dem-1068	119	46	–	–	PUNCT
dem-1068	119	47	thus	thus	ADV
dem-1068	119	48	it	it	PRON
dem-1068	119	49	is	be	AUX
dem-1068	119	50	vital	vital	ADJ
dem-1068	119	51	to	to	PART
dem-1068	119	52	make	make	VERB
dem-1068	119	53	use	use	NOUN
dem-1068	119	54	of	of	ADP
dem-1068	119	55	primarily	primarily	ADV
dem-1068	119	56	first	first	ADJ
dem-1068	119	57	levels	level	NOUN
dem-1068	119	58	of	of	ADP
dem-1068	119	59	decomposition	decomposition	NOUN
dem-1068	119	60	.	.	PUNCT
dem-1068	120	1	other	other	ADJ
dem-1068	120	2	conclusions	conclusion	NOUN
dem-1068	120	3	of	of	ADP
dem-1068	120	4	the	the	DET
dem-1068	120	5	simulation	simulation	NOUN
dem-1068	120	6	analyses	analysis	NOUN
dem-1068	120	7	are	be	AUX
dem-1068	120	8	as	as	SCONJ
dem-1068	120	9	follows	follow	VERB
dem-1068	120	10	:	:	PUNCT
dem-1068	120	11	the	the	DET
dem-1068	120	12	estimation	estimation	NOUN
dem-1068	120	13	of	of	ADP
dem-1068	120	14	the	the	DET
dem-1068	120	15	moment	moment	NOUN
dem-1068	120	16	of	of	ADP
dem-1068	120	17	change	change	NOUN
dem-1068	120	18	is	be	AUX
dem-1068	120	19	lightly	lightly	ADV
dem-1068	120	20	biased	bias	VERB
dem-1068	120	21	towards	towards	ADP
dem-1068	120	22	the	the	DET
dem-1068	120	23	centre	centre	NOUN
dem-1068	120	24	of	of	ADP
dem-1068	120	25	the	the	DET
dem-1068	120	26	test	test	NOUN
dem-1068	120	27	(	(	PUNCT
dem-1068	120	28	inclán	inclán	VERB
dem-1068	120	29	,	,	PUNCT
dem-1068	120	30	tiao	tiao	NOUN
dem-1068	120	31	,	,	PUNCT
dem-1068	120	32	1994	1994	NUM
dem-1068	120	33	;	;	PUNCT
dem-1068	120	34	whitcher	whitcher	NOUN
dem-1068	120	35	,	,	PUNCT
dem-1068	120	36	1998	1998	NUM
dem-1068	120	37	)	)	PUNCT
dem-1068	120	38	,	,	PUNCT
dem-1068	120	39	in	in	ADP
dem-1068	120	40	the	the	DET
dem-1068	120	41	test	test	NOUN
dem-1068	120	42	of	of	ADP
dem-1068	120	43	homogeneity	homogeneity	NOUN
dem-1068	120	44	of	of	ADP
dem-1068	120	45	the	the	DET
dem-1068	120	46	wavelet	wavelet	NOUN
dem-1068	120	47	variance	variance	NOUN
dem-1068	120	48	,	,	PUNCT
dem-1068	120	49	the	the	DET
dem-1068	120	50	haar	haar	NOUN
dem-1068	120	51	,	,	PUNCT
dem-1068	120	52	d4	d4	PROPN
dem-1068	120	53	and	and	CCONJ
dem-1068	120	54	la8	la8	NOUN
dem-1068	120	55	wavelets	wavelet	NOUN
dem-1068	120	56	provide	provide	VERB
dem-1068	120	57	similar	similar	ADJ
dem-1068	120	58	rejection	rejection	NOUN
dem-1068	120	59	rates	rate	NOUN
dem-1068	120	60	in	in	ADP
dem-1068	120	61	tests	test	NOUN
dem-1068	120	62	for	for	ADP
dem-1068	120	63	one	one	NUM
dem-1068	120	64	or	or	CCONJ
dem-1068	120	65	two	two	NUM
dem-1068	120	66	changes	change	NOUN
dem-1068	120	67	in	in	ADP
dem-1068	120	68	a	a	DET
dem-1068	120	69	wide	wide	ADJ
dem-1068	120	70	range	range	NOUN
dem-1068	120	71	of	of	ADP
dem-1068	120	72	value	value	NOUN
dem-1068	120	73	for	for	ADP
dem-1068	120	74	the	the	DET
dem-1068	120	75	parameter	parameter	NOUN
dem-1068	120	76	d	d	PROPN
dem-1068	120	77	of	of	ADP
dem-1068	120	78	fractional	fractional	ADJ
dem-1068	120	79	integration	integration	NOUN
dem-1068	120	80	(	(	PUNCT
dem-1068	120	81	0,05–0,45	0,05–0,45	NUM
dem-1068	120	82	)	)	PUNCT
dem-1068	120	83	,	,	PUNCT
dem-1068	120	84	especially	especially	ADV
dem-1068	120	85	if	if	SCONJ
dem-1068	120	86	small	small	ADJ
dem-1068	120	87	sample	sample	NOUN
dem-1068	120	88	critical	critical	ADJ
dem-1068	120	89	values	value	NOUN
dem-1068	120	90	were	be	AUX
dem-1068	120	91	used	use	VERB
dem-1068	120	92	and	and	CCONJ
dem-1068	120	93	the	the	DET
dem-1068	120	94	test	test	NOUN
dem-1068	120	95	was	be	AUX
dem-1068	120	96	carried	carry	VERB
dem-1068	120	97	out	out	ADP
dem-1068	120	98	on	on	ADP
dem-1068	120	99	low	low	ADJ
dem-1068	120	100	(	(	PUNCT
dem-1068	120	101	1–2	1–2	NUM
dem-1068	120	102	)	)	PUNCT
dem-1068	120	103	decomposition	decomposition	NOUN
dem-1068	120	104	levels	level	NOUN
dem-1068	120	105	(	(	PUNCT
dem-1068	120	106	whitcher	whitcher	NOUN
dem-1068	120	107	,	,	PUNCT
dem-1068	120	108	1998	1998	NUM
dem-1068	120	109	;	;	PUNCT
dem-1068	120	110	whitcher	whitcher	NOUN
dem-1068	120	111	and	and	CCONJ
dem-1068	120	112	others	other	NOUN
dem-1068	120	113	,	,	PUNCT
dem-1068	120	114	2002	2002	NUM
dem-1068	120	115	)	)	PUNCT
dem-1068	120	116	.	.	PUNCT
dem-1068	121	1	obviously	obviously	ADV
dem-1068	121	2	,	,	PUNCT
dem-1068	121	3	daubechies	daubechie	NOUN
dem-1068	121	4	wavelets	wavelet	VERB
dem-1068	121	5	(	(	PUNCT
dem-1068	121	6	see	see	VERB
dem-1068	121	7	daubechies	daubechie	NOUN
dem-1068	121	8	,	,	PUNCT
dem-1068	121	9	1992	1992	NUM
dem-1068	121	10	;	;	PUNCT
dem-1068	121	11	percival	percival	NOUN
dem-1068	121	12	,	,	PUNCT
dem-1068	121	13	walden	walden	NOUN
dem-1068	121	14	,	,	PUNCT
dem-1068	121	15	2000	2000	NUM
dem-1068	121	16	)	)	PUNCT
dem-1068	121	17	with	with	ADP
dem-1068	121	18	longer	long	ADJ
dem-1068	121	19	support	support	NOUN
dem-1068	121	20	allow	allow	VERB
dem-1068	121	21	to	to	PART
dem-1068	121	22	analyse	analyse	VERB
dem-1068	121	23	non	non	ADJ
dem-1068	121	24	-	-	ADJ
dem-1068	121	25	stationary	stationary	ADJ
dem-1068	121	26	processes	process	NOUN
dem-1068	121	27	of	of	ADP
dem-1068	121	28	a	a	DET
dem-1068	121	29	more	more	ADV
dem-1068	121	30	complicated	complicated	ADJ
dem-1068	121	31	structure	structure	NOUN
dem-1068	121	32	but	but	CCONJ
dem-1068	121	33	–	–	PUNCT
dem-1068	121	34	simultaneously	simultaneously	ADV
dem-1068	121	35	–	–	PUNCT
dem-1068	121	36	render	render	VERB
dem-1068	121	37	a	a	DET
dem-1068	121	38	smaller	small	ADJ
dem-1068	121	39	number	number	NOUN
dem-1068	121	40	of	of	ADP
dem-1068	121	41	useable	useable	ADJ
dem-1068	121	42	coefficients	coefficient	NOUN
dem-1068	121	43	.	.	PUNCT
dem-1068	122	1	in	in	ADP
dem-1068	122	2	the	the	DET
dem-1068	122	3	case	case	NOUN
dem-1068	122	4	of	of	ADP
dem-1068	122	5	the	the	DET
dem-1068	122	6	tested	test	VERB
dem-1068	122	7	sequence	sequence	NOUN
dem-1068	122	8	we	we	PRON
dem-1068	122	9	do	do	AUX
dem-1068	122	10	not	not	PART
dem-1068	122	11	analyse	analyse	VERB
dem-1068	122	12	higher	high	ADJ
dem-1068	122	13	levels	level	NOUN
dem-1068	122	14	of	of	ADP
dem-1068	122	15	decomposition	decomposition	NOUN
dem-1068	122	16	also	also	ADV
dem-1068	122	17	for	for	ADP
dem-1068	122	18	the	the	DET
dem-1068	122	19	reason	reason	NOUN
dem-1068	122	20	that	that	SCONJ
dem-1068	122	21	it	it	PRON
dem-1068	122	22	would	would	AUX
dem-1068	122	23	only	only	ADV
dem-1068	122	24	contain	contain	VERB
dem-1068	122	25	19	19	NUM
dem-1068	122	26	coefficients	coefficient	NOUN
dem-1068	122	27	(	(	PUNCT
dem-1068	122	28	so	so	ADV
dem-1068	122	29	there	there	PRON
dem-1068	122	30	is	be	VERB
dem-1068	122	31	a	a	DET
dem-1068	122	32	slim	slim	ADJ
dem-1068	122	33	chance	chance	NOUN
dem-1068	122	34	of	of	ADP
dem-1068	122	35	as	as	ADV
dem-1068	122	36	many	many	ADJ
dem-1068	122	37	as	as	ADP
dem-1068	122	38	two	two	NUM
dem-1068	122	39	moments	moment	NOUN
dem-1068	122	40	of	of	ADP
dem-1068	122	41	change	change	NOUN
dem-1068	122	42	being	be	AUX
dem-1068	122	43	discovered	discover	VERB
dem-1068	122	44	)	)	PUNCT
dem-1068	122	45	,	,	PUNCT
dem-1068	122	46	moreover	moreover	ADV
dem-1068	122	47	,	,	PUNCT
dem-1068	122	48	wishing	wish	VERB
dem-1068	122	49	to	to	PART
dem-1068	122	50	carry	carry	VERB
dem-1068	122	51	out	out	ADP
dem-1068	122	52	a	a	DET
dem-1068	122	53	j	j	NOUN
dem-1068	122	54	-	-	PUNCT
dem-1068	122	55	level	level	NOUN
dem-1068	122	56	wavelet	wavelet	NOUN
dem-1068	122	57	analysis	analysis	NOUN
dem-1068	122	58	without	without	ADP
dem-1068	122	59	having	have	VERB
dem-1068	122	60	to	to	PART
dem-1068	122	61	write	write	VERB
dem-1068	122	62	in	in	ADP
dem-1068	122	63	any	any	DET
dem-1068	122	64	additional	additional	ADJ
dem-1068	122	65	observations	observation	NOUN
dem-1068	122	66	we	we	PRON
dem-1068	122	67	should	should	AUX
dem-1068	122	68	be	be	AUX
dem-1068	122	69	equipped	equip	VERB
dem-1068	122	70	with	with	ADP
dem-1068	122	71	a	a	DET
dem-1068	122	72	series	series	NOUN
dem-1068	122	73	of	of	ADP
dem-1068	122	74	length	length	NOUN
dem-1068	122	75	which	which	PRON
dem-1068	122	76	is	be	AUX
dem-1068	122	77	a	a	DET
dem-1068	122	78	multiple	multiple	NOUN
dem-1068	122	79	of	of	ADP
dem-1068	122	80	j2	j2	PROPN
dem-1068	122	81	(	(	PUNCT
dem-1068	122	82	the	the	DET
dem-1068	122	83	length	length	NOUN
dem-1068	122	84	of	of	ADP
dem-1068	122	85	our	our	PRON
dem-1068	122	86	series	series	NOUN
dem-1068	122	87	–	–	PUNCT
dem-1068	122	88	78	78	NUM
dem-1068	122	89	–	–	PUNCT
dem-1068	122	90	does	do	AUX
dem-1068	122	91	not	not	PART
dem-1068	122	92	allow	allow	VERB
dem-1068	122	93	to	to	PART
dem-1068	122	94	take	take	VERB
dem-1068	122	95	the	the	DET
dem-1068	122	96	analysis	analysis	NOUN
dem-1068	122	97	to	to	ADP
dem-1068	122	98	higher	high	ADJ
dem-1068	122	99	levels	level	NOUN
dem-1068	122	100	without	without	ADP
dem-1068	122	101	writing	write	VERB
dem-1068	122	102	in	in	ADP
dem-1068	122	103	additional	additional	ADJ
dem-1068	122	104	observations	observation	NOUN
dem-1068	122	105	)	)	PUNCT
dem-1068	122	106	.	.	PUNCT
dem-1068	123	1	summing	sum	VERB
dem-1068	123	2	up	up	ADP
dem-1068	123	3	,	,	PUNCT
dem-1068	123	4	two	two	NUM
dem-1068	123	5	wavelets	wavelet	NOUN
dem-1068	123	6	will	will	AUX
dem-1068	123	7	be	be	AUX
dem-1068	123	8	applied	apply	VERB
dem-1068	123	9	in	in	ADP
dem-1068	123	10	the	the	DET
dem-1068	123	11	analysis	analysis	NOUN
dem-1068	123	12	:	:	PUNCT
dem-1068	123	13	the	the	DET
dem-1068	123	14	haar	haar	X
dem-1068	123	15	wavelet	wavelet	NOUN
dem-1068	123	16	and	and	CCONJ
dem-1068	123	17	detection	detection	NOUN
dem-1068	123	18	of	of	ADP
dem-1068	123	19	collusion	collusion	NOUN
dem-1068	123	20	equilibrium	equilibrium	NOUN
dem-1068	123	21	in	in	ADP
dem-1068	123	22	an	an	DET
dem-1068	123	23	industry	industry	NOUN
dem-1068	123	24	with	with	ADP
dem-1068	123	25	application	application	NOUN
dem-1068	123	26	of	of	ADP
dem-1068	123	27	wavelet	wavelet	NOUN
dem-1068	123	28	analysis	analysis	NOUN
dem-1068	123	29	163	163	NUM
dem-1068	123	30	d4	d4	NOUN
dem-1068	123	31	,	,	PUNCT
dem-1068	123	32	yielding	yield	VERB
dem-1068	123	33	filters	filter	NOUN
dem-1068	123	34	of	of	ADP
dem-1068	123	35	the	the	DET
dem-1068	123	36	length	length	NOUN
dem-1068	123	37	of	of	ADP
dem-1068	123	38	2	2	NUM
dem-1068	123	39	and	and	CCONJ
dem-1068	123	40	4	4	NUM
dem-1068	123	41	respectively7	respectively7	NOUN
dem-1068	123	42	.	.	PUNCT
dem-1068	124	1	in	in	ADP
dem-1068	124	2	the	the	DET
dem-1068	124	3	testing	testing	NOUN
dem-1068	124	4	for	for	ADP
dem-1068	124	5	homogeneity	homogeneity	NOUN
dem-1068	124	6	of	of	ADP
dem-1068	124	7	variance	variance	NOUN
dem-1068	124	8	we	we	PRON
dem-1068	124	9	will	will	AUX
dem-1068	124	10	use	use	VERB
dem-1068	124	11	the	the	DET
dem-1068	124	12	first	first	ADJ
dem-1068	124	13	decomposition	decomposition	NOUN
dem-1068	124	14	level	level	NOUN
dem-1068	124	15	.	.	PUNCT
dem-1068	125	1	3	3	X
dem-1068	125	2	.	.	X
dem-1068	125	3	empirical	empirical	ADJ
dem-1068	125	4	study	study	NOUN
dem-1068	125	5	in	in	ADP
dem-1068	125	6	the	the	DET
dem-1068	125	7	first	first	ADJ
dem-1068	125	8	stage	stage	NOUN
dem-1068	125	9	of	of	ADP
dem-1068	125	10	the	the	DET
dem-1068	125	11	analysis	analysis	NOUN
dem-1068	125	12	graphs	graph	NOUN
dem-1068	125	13	were	be	AUX
dem-1068	125	14	made	make	VERB
dem-1068	125	15	of	of	ADP
dem-1068	125	16	the	the	DET
dem-1068	125	17	modwt	modwt	NOUN
dem-1068	125	18	coefficients	coefficient	NOUN
dem-1068	125	19	and	and	CCONJ
dem-1068	125	20	the	the	DET
dem-1068	125	21	wavelet	wavelet	NOUN
dem-1068	125	22	variance	variance	NOUN
dem-1068	125	23	in	in	ADP
dem-1068	125	24	its	its	PRON
dem-1068	125	25	rolling	rolling	ADJ
dem-1068	125	26	version	version	NOUN
dem-1068	125	27	.	.	PUNCT
dem-1068	126	1	figure	figure	NOUN
dem-1068	126	2	1	1	NUM
dem-1068	126	3	was	be	AUX
dem-1068	126	4	then	then	ADV
dem-1068	126	5	marked	mark	VERB
dem-1068	126	6	with	with	ADP
dem-1068	126	7	modwt	modwt	NOUN
dem-1068	126	8	coefficients	coefficient	NOUN
dem-1068	126	9	obtained	obtain	VERB
dem-1068	126	10	by	by	ADP
dem-1068	126	11	means	mean	NOUN
dem-1068	126	12	of	of	ADP
dem-1068	126	13	the	the	DET
dem-1068	126	14	haar	haar	NOUN
dem-1068	126	15	wavelet	wavelet	NOUN
dem-1068	126	16	on	on	ADP
dem-1068	126	17	4	4	NUM
dem-1068	126	18	levels	level	NOUN
dem-1068	126	19	of	of	ADP
dem-1068	126	20	decomposition	decomposition	NOUN
dem-1068	126	21	,	,	PUNCT
dem-1068	126	22	together	together	ADV
dem-1068	126	23	with	with	ADP
dem-1068	126	24	scaling	scale	VERB
dem-1068	126	25	coefficients	coefficient	NOUN
dem-1068	126	26	from	from	ADP
dem-1068	126	27	the	the	DET
dem-1068	126	28	fourth	fourth	ADJ
dem-1068	126	29	level	level	NOUN
dem-1068	126	30	as	as	ADV
dem-1068	126	31	well	well	ADV
dem-1068	126	32	as	as	ADP
dem-1068	126	33	the	the	DET
dem-1068	126	34	original	original	ADJ
dem-1068	126	35	time	time	NOUN
dem-1068	126	36	line	line	NOUN
dem-1068	126	37	.	.	PUNCT
dem-1068	127	1	the	the	DET
dem-1068	127	2	values	value	NOUN
dem-1068	127	3	are	be	AUX
dem-1068	127	4	shifted	shift	VERB
dem-1068	127	5	on	on	ADP
dem-1068	127	6	the	the	DET
dem-1068	127	7	time	time	NOUN
dem-1068	127	8	axis	axis	NOUN
dem-1068	127	9	in	in	ADP
dem-1068	127	10	the	the	DET
dem-1068	127	11	way	way	NOUN
dem-1068	127	12	so	so	SCONJ
dem-1068	127	13	as	as	SCONJ
dem-1068	127	14	to	to	PART
dem-1068	127	15	cancel	cancel	VERB
dem-1068	127	16	the	the	DET
dem-1068	127	17	phase	phase	NOUN
dem-1068	127	18	shift	shift	NOUN
dem-1068	127	19	.	.	PUNCT
dem-1068	128	1	figure	figure	NOUN
dem-1068	128	2	1	1	NUM
dem-1068	128	3	.	.	PUNCT
dem-1068	129	1	wavelet	wavelet	NOUN
dem-1068	129	2	,	,	PUNCT
dem-1068	129	3	scaling	scale	VERB
dem-1068	129	4	coefficients	coefficient	NOUN
dem-1068	129	5	and	and	CCONJ
dem-1068	129	6	the	the	DET
dem-1068	129	7	time	time	NOUN
dem-1068	129	8	series	series	NOUN
dem-1068	129	9	.	.	PUNCT
dem-1068	130	1	the	the	DET
dem-1068	130	2	vertical	vertical	ADJ
dem-1068	130	3	lines	line	NOUN
dem-1068	130	4	delineate	delineate	VERB
dem-1068	130	5	the	the	DET
dem-1068	130	6	boundary	boundary	ADJ
dem-1068	130	7	regions	region	NOUN
dem-1068	130	8	7	7	NUM
dem-1068	130	9	the	the	DET
dem-1068	130	10	d4	d4	PROPN
dem-1068	130	11	wavelet	wavelet	NOUN
dem-1068	130	12	can	can	AUX
dem-1068	130	13	not	not	PART
dem-1068	130	14	be	be	AUX
dem-1068	130	15	written	write	VERB
dem-1068	130	16	in	in	ADP
dem-1068	130	17	closed	closed	ADJ
dem-1068	130	18	form	form	NOUN
dem-1068	130	19	,	,	PUNCT
dem-1068	130	20	while	while	SCONJ
dem-1068	130	21	the	the	DET
dem-1068	130	22	haar	haar	PROPN
dem-1068	130	23	wavelet	wavelet	NOUN
dem-1068	130	24	is	be	AUX
dem-1068	130	25	given	give	VERB
dem-1068	130	26	as	as	ADP
dem-1068	130	27	:	:	PUNCT
dem-1068	130	28	)	)	PUNCT
dem-1068	130	29	(	(	PUNCT
dem-1068	130	30	)	)	PUNCT
dem-1068	130	31	(	(	PUNCT
dem-1068	130	32	)	)	PUNCT
dem-1068	130	33	(	(	PUNCT
dem-1068	130	34	)	)	PUNCT
dem-1068	130	35	2/1,0)1,2/1	2/1,0)1,2/1	NUM
dem-1068	130	36	xxx	xxx	NOUN
dem-1068	130	37			NUM
dem-1068	130	38			ADJ
dem-1068	130	39	11	11	PROPN
dem-1068	130	40	.	.	PUNCT
dem-1068	131	1	a	a	DET
dem-1068	131	2	detailed	detailed	ADJ
dem-1068	131	3	presentation	presentation	NOUN
dem-1068	131	4	of	of	ADP
dem-1068	131	5	the	the	DET
dem-1068	131	6	level	level	NOUN
dem-1068	131	7	j	j	PROPN
dem-1068	131	8	haar	haar	PROPN
dem-1068	131	9	and	and	CCONJ
dem-1068	131	10	d4	d4	PROPN
dem-1068	131	11	wavelet	wavelet	NOUN
dem-1068	131	12	filters	filter	NOUN
dem-1068	131	13	can	can	AUX
dem-1068	131	14	be	be	AUX
dem-1068	131	15	found	find	VERB
dem-1068	131	16	in	in	ADP
dem-1068	131	17	percival	percival	NOUN
dem-1068	131	18	and	and	CCONJ
dem-1068	131	19	walden	walden	NOUN
dem-1068	131	20	(	(	PUNCT
dem-1068	131	21	2000	2000	NUM
dem-1068	131	22	)	)	PUNCT
dem-1068	131	23	,	,	PUNCT
dem-1068	131	24	ch	ch	PROPN
dem-1068	131	25	.	.	PROPN
dem-1068	131	26	iv	iv	PROPN
dem-1068	131	27	.	.	PROPN
dem-1068	131	28	10	10	NUM
dem-1068	131	29	20	20	NUM
dem-1068	131	30	30	30	NUM
dem-1068	131	31	40	40	NUM
dem-1068	131	32	50	50	NUM
dem-1068	131	33	60	60	NUM
dem-1068	131	34	70	70	NUM
dem-1068	131	35	0.7	0.7	NUM
dem-1068	131	36	0.8	0.8	NUM
dem-1068	131	37	0.9	0.9	NUM
dem-1068	131	38	1	1	NUM
dem-1068	131	39	1.1	1.1	NUM
dem-1068	131	40	1.2	1.2	NUM
dem-1068	131	41	1.3	1.3	NUM
dem-1068	131	42	x	x	PUNCT
dem-1068	131	43	t-1w1	t-1w1	ADJ
dem-1068	131	44	t-2w2	t-2w2	PROPN
dem-1068	131	45	t-2v2	t-2v2	VERB
dem-1068	131	46	10	10	NUM
dem-1068	131	47	20	20	NUM
dem-1068	131	48	30	30	NUM
dem-1068	131	49	40	40	NUM
dem-1068	131	50	50	50	NUM
dem-1068	131	51	60	60	NUM
dem-1068	131	52	70	70	NUM
dem-1068	131	53	0.7	0.7	NUM
dem-1068	131	54	0.8	0.8	NUM
dem-1068	131	55	0.9	0.9	NUM
dem-1068	131	56	1	1	NUM
dem-1068	131	57	1.1	1.1	NUM
dem-1068	131	58	1.2	1.2	NUM
dem-1068	131	59	1.3	1.3	NUM
dem-1068	131	60	x	x	PUNCT
dem-1068	131	61	t-1w1	t-1w1	NOUN
dem-1068	131	62	t-2w2	t-2w2	ADJ
dem-1068	131	63	t-4w3	t-4w3	PRON
dem-1068	131	64	t-4v3	t-4v3	ADP
dem-1068	131	65	10	10	NUM
dem-1068	131	66	20	20	NUM
dem-1068	131	67	30	30	NUM
dem-1068	131	68	40	40	NUM
dem-1068	131	69	50	50	NUM
dem-1068	131	70	60	60	NUM
dem-1068	131	71	70	70	NUM
dem-1068	131	72	0.7	0.7	NUM
dem-1068	131	73	0.8	0.8	NUM
dem-1068	131	74	0.9	0.9	NUM
dem-1068	131	75	1	1	NUM
dem-1068	131	76	1.1	1.1	NUM
dem-1068	131	77	1.2	1.2	NUM
dem-1068	131	78	1.3	1.3	NUM
dem-1068	131	79	x	x	PUNCT
dem-1068	131	80	t-1w1	t-1w1	NOUN
dem-1068	131	81	t-2w2	t-2w2	VERB
dem-1068	131	82	t-4w3	t-4w3	ADP
dem-1068	131	83	t-8w4	t-8w4	ADJ
dem-1068	131	84	t-8v4	t-8v4	PROPN
dem-1068	131	85	sylwester	sylwester	NOUN
dem-1068	131	86	bejger	bejger	NOUN
dem-1068	131	87	,	,	PUNCT
dem-1068	131	88	joanna	joanna	PROPN
dem-1068	131	89	bruzda	bruzda	VERB
dem-1068	131	90	164	164	NUM
dem-1068	131	91	figures	figure	NOUN
dem-1068	131	92	2	2	NUM
dem-1068	131	93	and	and	CCONJ
dem-1068	131	94	3	3	NUM
dem-1068	131	95	(	(	PUNCT
dem-1068	131	96	next	next	ADJ
dem-1068	131	97	page	page	NOUN
dem-1068	131	98	)	)	PUNCT
dem-1068	131	99	depict	depict	VERB
dem-1068	131	100	the	the	DET
dem-1068	131	101	wavelet	wavelet	NOUN
dem-1068	131	102	variance	variance	NOUN
dem-1068	131	103	in	in	ADP
dem-1068	131	104	the	the	DET
dem-1068	131	105	rolling	rolling	ADJ
dem-1068	131	106	(	(	PUNCT
dem-1068	131	107	local	local	ADJ
dem-1068	131	108	)	)	PUNCT
dem-1068	131	109	version	version	NOUN
dem-1068	131	110	,	,	PUNCT
dem-1068	131	111	computed	compute	VERB
dem-1068	131	112	with	with	ADP
dem-1068	131	113	small	small	ADJ
dem-1068	131	114	portions	portion	NOUN
dem-1068	131	115	of	of	ADP
dem-1068	131	116	wavelet	wavelet	NOUN
dem-1068	131	117	coefficients	coefficient	NOUN
dem-1068	131	118	,	,	PUNCT
dem-1068	131	119	shifted	shift	VERB
dem-1068	131	120	on	on	ADP
dem-1068	131	121	the	the	DET
dem-1068	131	122	time	time	NOUN
dem-1068	131	123	axis	axis	NOUN
dem-1068	131	124	,	,	PUNCT
dem-1068	131	125	together	together	ADV
dem-1068	131	126	with	with	ADP
dem-1068	131	127	95	95	NUM
dem-1068	131	128	-	-	PUNCT
dem-1068	131	129	percent	percent	NOUN
dem-1068	131	130	confidence	confidence	NOUN
dem-1068	131	131	intervals	interval	NOUN
dem-1068	131	132	,	,	PUNCT
dem-1068	131	133	estimated	estimate	VERB
dem-1068	131	134	on	on	ADP
dem-1068	131	135	the	the	DET
dem-1068	131	136	basis	basis	NOUN
dem-1068	131	137	of	of	ADP
dem-1068	131	138	modwt	modwt	NOUN
dem-1068	131	139	.	.	PUNCT
dem-1068	132	1	the	the	DET
dem-1068	132	2	calculations	calculation	NOUN
dem-1068	132	3	omit	omit	VERB
dem-1068	132	4	all	all	DET
dem-1068	132	5	boundary	boundary	ADJ
dem-1068	132	6	coefficients	coefficient	NOUN
dem-1068	132	7	(	(	PUNCT
dem-1068	132	8	i.e.	i.e.	X
dem-1068	132	9	the	the	DET
dem-1068	132	10	coefficients	coefficient	NOUN
dem-1068	132	11	the	the	DET
dem-1068	132	12	value	value	NOUN
dem-1068	132	13	of	of	ADP
dem-1068	132	14	which	which	PRON
dem-1068	132	15	is	be	AUX
dem-1068	132	16	influence	influence	NOUN
dem-1068	132	17	by	by	ADP
dem-1068	132	18	the	the	DET
dem-1068	132	19	extrapolation	extrapolation	NOUN
dem-1068	132	20	method	method	NOUN
dem-1068	132	21	at	at	ADP
dem-1068	132	22	the	the	DET
dem-1068	132	23	ends	end	NOUN
dem-1068	132	24	of	of	ADP
dem-1068	132	25	the	the	DET
dem-1068	132	26	series	series	NOUN
dem-1068	132	27	)	)	PUNCT
dem-1068	132	28	.	.	PUNCT
dem-1068	133	1	two	two	NUM
dem-1068	133	2	moments	moment	NOUN
dem-1068	133	3	can	can	AUX
dem-1068	133	4	be	be	AUX
dem-1068	133	5	seen	see	VERB
dem-1068	133	6	:	:	PUNCT
dem-1068	133	7	one	one	NUM
dem-1068	133	8	located	locate	VERB
dem-1068	133	9	around	around	ADP
dem-1068	133	10	observation	observation	NOUN
dem-1068	133	11	28	28	NUM
dem-1068	133	12	and	and	CCONJ
dem-1068	133	13	the	the	DET
dem-1068	133	14	other	other	ADJ
dem-1068	133	15	further	far	ADV
dem-1068	133	16	off	off	ADV
dem-1068	133	17	.	.	PUNCT
dem-1068	134	1	figure	figure	NOUN
dem-1068	134	2	2	2	NUM
dem-1068	134	3	.	.	X
dem-1068	134	4	rolling	roll	VERB
dem-1068	134	5	wavelet	wavelet	NOUN
dem-1068	134	6	variances	variance	NOUN
dem-1068	134	7	with	with	ADP
dem-1068	134	8	with	with	ADP
dem-1068	134	9	95	95	NUM
dem-1068	134	10	-	-	PUNCT
dem-1068	134	11	percent	percent	NOUN
dem-1068	134	12	confidence	confidence	NOUN
dem-1068	134	13	intervals	interval	NOUN
dem-1068	134	14	–	–	PUNCT
dem-1068	134	15	haar	haar	X
dem-1068	134	16	wavelet	wavelet	NOUN
dem-1068	134	17	,	,	PUNCT
dem-1068	134	18	window	window	NOUN
dem-1068	134	19	length	length	NOUN
dem-1068	134	20	30	30	NUM
dem-1068	134	21	20	20	NUM
dem-1068	134	22	40	40	NUM
dem-1068	134	23	60	60	NUM
dem-1068	134	24	0	0	NUM
dem-1068	134	25	0.5	0.5	NUM
dem-1068	134	26	1	1	NUM
dem-1068	134	27	1.5	1.5	NUM
dem-1068	134	28	x	x	SYM
dem-1068	134	29	10	10	NUM
dem-1068	134	30	-3	-3	PUNCT
dem-1068	134	31	scale	scale	NOUN
dem-1068	134	32	1	1	NUM
dem-1068	134	33	wavelet	wavelet	NOUN
dem-1068	134	34	variances	variance	NOUN
dem-1068	134	35	20	20	NUM
dem-1068	134	36	40	40	NUM
dem-1068	134	37	60	60	NUM
dem-1068	134	38	0	0	NUM
dem-1068	134	39	0.005	0.005	NUM
dem-1068	134	40	0.01	0.01	NUM
dem-1068	134	41	0.015	0.015	NUM
dem-1068	134	42	scale	scale	NOUN
dem-1068	134	43	2	2	NUM
dem-1068	134	44	20	20	NUM
dem-1068	134	45	40	40	NUM
dem-1068	134	46	60	60	NUM
dem-1068	134	47	0	0	NUM
dem-1068	134	48	0.02	0.02	NUM
dem-1068	134	49	0.04	0.04	NUM
dem-1068	134	50	0.06	0.06	NUM
dem-1068	134	51	0.08	0.08	NUM
dem-1068	134	52	scale	scale	NOUN
dem-1068	134	53	4	4	NUM
dem-1068	134	54	figure	figure	NOUN
dem-1068	134	55	3	3	NUM
dem-1068	134	56	.	.	X
dem-1068	134	57	rolling	roll	VERB
dem-1068	134	58	wavelet	wavelet	NOUN
dem-1068	134	59	variances	variance	NOUN
dem-1068	134	60	with	with	ADP
dem-1068	134	61	with	with	ADP
dem-1068	134	62	95	95	NUM
dem-1068	134	63	-	-	PUNCT
dem-1068	134	64	percent	percent	NOUN
dem-1068	134	65	confidence	confidence	NOUN
dem-1068	134	66	intervals	interval	NOUN
dem-1068	134	67	–	–	PUNCT
dem-1068	134	68	d4	d4	PROPN
dem-1068	134	69	wavelet	wavelet	NOUN
dem-1068	134	70	,	,	PUNCT
dem-1068	134	71	window	window	NOUN
dem-1068	134	72	length	length	NOUN
dem-1068	134	73	30	30	NUM
dem-1068	134	74	the	the	DET
dem-1068	134	75	next	next	ADJ
dem-1068	134	76	stage	stage	NOUN
dem-1068	134	77	consisted	consist	VERB
dem-1068	134	78	in	in	ADP
dem-1068	134	79	testing	testing	NOUN
dem-1068	134	80	of	of	ADP
dem-1068	134	81	structural	structural	ADJ
dem-1068	134	82	changes	change	NOUN
dem-1068	134	83	and	and	CCONJ
dem-1068	134	84	variances	variance	NOUN
dem-1068	134	85	by	by	ADP
dem-1068	134	86	means	mean	NOUN
dem-1068	134	87	of	of	ADP
dem-1068	134	88	wavelet	wavelet	NOUN
dem-1068	134	89	methods	method	NOUN
dem-1068	134	90	and	and	CCONJ
dem-1068	134	91	included	include	VERB
dem-1068	134	92	a	a	DET
dem-1068	134	93	direct	direct	ADJ
dem-1068	134	94	application	application	NOUN
dem-1068	134	95	of	of	ADP
dem-1068	134	96	the	the	DET
dem-1068	134	97	inclán	inclán	NOUN
dem-1068	134	98	and	and	CCONJ
dem-1068	134	99	tiao	tiao	NOUN
dem-1068	134	100	method	method	NOUN
dem-1068	134	101	to	to	ADP
dem-1068	134	102	dwt	dwt	VERB
dem-1068	134	103	coefficients	coefficient	NOUN
dem-1068	134	104	and	and	CCONJ
dem-1068	134	105	testing	testing	NOUN
dem-1068	134	106	according	accord	VERB
dem-1068	134	107	to	to	ADP
dem-1068	134	108	whitcher	whitcher	PROPN
dem-1068	134	109	’s	’s	PART
dem-1068	134	110	wavelet	wavelet	NOUN
dem-1068	134	111	method	method	NOUN
dem-1068	134	112	.	.	PUNCT
dem-1068	135	1	the	the	DET
dem-1068	135	2	results	result	NOUN
dem-1068	135	3	of	of	ADP
dem-1068	135	4	both	both	DET
dem-1068	135	5	tests	test	NOUN
dem-1068	135	6	are	be	AUX
dem-1068	135	7	summed	sum	VERB
dem-1068	135	8	up	up	ADP
dem-1068	135	9	in	in	ADP
dem-1068	135	10	tables	table	NOUN
dem-1068	135	11	1	1	NUM
dem-1068	135	12	and	and	CCONJ
dem-1068	135	13	2	2	NUM
dem-1068	135	14	.	.	X
dem-1068	136	1	the	the	DET
dem-1068	136	2	occurrence	occurrence	NOUN
dem-1068	136	3	of	of	ADP
dem-1068	136	4	the	the	DET
dem-1068	136	5	subsequent	subsequent	ADJ
dem-1068	136	6	point	point	NOUN
dem-1068	136	7	of	of	ADP
dem-1068	136	8	change	change	NOUN
dem-1068	136	9	was	be	AUX
dem-1068	136	10	also	also	ADV
dem-1068	136	11	verified	verify	VERB
dem-1068	136	12	with	with	ADP
dem-1068	136	13	the	the	DET
dem-1068	136	14	application	application	NOUN
dem-1068	136	15	of	of	ADP
dem-1068	136	16	wavelet	wavelet	NOUN
dem-1068	136	17	d4	d4	PROPN
dem-1068	136	18	.	.	PUNCT
dem-1068	137	1	this	this	DET
dem-1068	137	2	time	time	NOUN
dem-1068	137	3	coefficients	coefficient	VERB
dem-1068	137	4	with	with	ADP
dem-1068	137	5	numbers	number	NOUN
dem-1068	137	6	from	from	ADP
dem-1068	137	7	the	the	DET
dem-1068	137	8	interval	interval	NOUN
dem-1068	137	9	[	[	X
dem-1068	137	10	1	1	NUM
dem-1068	137	11	,	,	PUNCT
dem-1068	137	12	20	20	NUM
dem-1068	137	13	]	]	PUNCT
dem-1068	137	14	were	be	AUX
dem-1068	137	15	evaluated	evaluate	VERB
dem-1068	137	16	.	.	PUNCT
dem-1068	138	1	appropriate	appropriate	ADJ
dem-1068	138	2	statistics	statistic	NOUN
dem-1068	138	3	were	be	AUX
dem-1068	138	4	equal	equal	ADJ
dem-1068	138	5	:	:	PUNCT
dem-1068	138	6	0.4106	0.4106	NUM
dem-1068	138	7	(	(	PUNCT
dem-1068	138	8	it	it	PRON
dem-1068	138	9	)	)	PUNCT
dem-1068	138	10	,	,	PUNCT
dem-1068	138	11	0.6290	0.6290	NUM
dem-1068	138	12	(	(	PUNCT
dem-1068	138	13	w	w	NOUN
dem-1068	138	14	)	)	PUNCT
dem-1068	138	15	,	,	PUNCT
dem-1068	138	16	pointing	point	VERB
dem-1068	138	17	to	to	ADP
dem-1068	138	18	the	the	DET
dem-1068	138	19	lack	lack	NOUN
dem-1068	138	20	of	of	ADP
dem-1068	138	21	another	another	DET
dem-1068	138	22	switch	switch	NOUN
dem-1068	138	23	within	within	ADP
dem-1068	138	24	the	the	DET
dem-1068	138	25	variance	variance	NOUN
dem-1068	138	26	.	.	PUNCT
dem-1068	139	1	the	the	DET
dem-1068	139	2	d4	d4	PROPN
dem-1068	139	3	wavelet	wavelet	NOUN
dem-1068	139	4	indicates	indicate	VERB
dem-1068	139	5	two	two	NUM
dem-1068	139	6	moments	moment	NOUN
dem-1068	139	7	of	of	ADP
dem-1068	139	8	change	change	NOUN
dem-1068	139	9	:	:	PUNCT
dem-1068	139	10	we	we	PRON
dem-1068	139	11	infer	infer	VERB
dem-1068	139	12	about	about	ADP
dem-1068	139	13	the	the	DET
dem-1068	139	14	first	first	ADJ
dem-1068	139	15	one	one	NUM
dem-1068	139	16	at	at	ADP
dem-1068	139	17	the	the	DET
dem-1068	139	18	low	low	ADJ
dem-1068	139	19	significance	significance	NOUN
dem-1068	139	20	level	level	NOUN
dem-1068	139	21	,	,	PUNCT
dem-1068	139	22	i.e.	i.e.	X
dem-1068	139	23	empirical	empirical	ADJ
dem-1068	139	24	significance	significance	NOUN
dem-1068	139	25	level	level	NOUN
dem-1068	139	26	remains	remain	VERB
dem-1068	139	27	below	below	ADP
dem-1068	139	28	10	10	NUM
dem-1068	139	29	%	%	NOUN
dem-1068	139	30	,	,	PUNCT
dem-1068	139	31	yet	yet	CCONJ
dem-1068	139	32	the	the	DET
dem-1068	139	33	inference	inference	NOUN
dem-1068	139	34	about	about	ADP
dem-1068	139	35	the	the	DET
dem-1068	139	36	presence	presence	NOUN
dem-1068	139	37	of	of	ADP
dem-1068	139	38	the	the	DET
dem-1068	139	39	latter	latter	NOUN
dem-1068	139	40	is	be	AUX
dem-1068	139	41	already	already	ADV
dem-1068	139	42	made	make	VERB
dem-1068	139	43	at	at	ADP
dem-1068	139	44	1	1	NUM
dem-1068	139	45	%	%	NOUN
dem-1068	139	46	level	level	NOUN
dem-1068	139	47	.	.	PUNCT
dem-1068	140	1	the	the	DET
dem-1068	140	2	observations	observation	NOUN
dem-1068	140	3	are	be	AUX
dem-1068	140	4	made	make	VERB
dem-1068	140	5	in	in	ADP
dem-1068	140	6	accordance	accordance	NOUN
dem-1068	140	7	with	with	ADP
dem-1068	140	8	the	the	DET
dem-1068	140	9	course	course	NOUN
dem-1068	140	10	of	of	ADP
dem-1068	140	11	rolling	roll	VERB
dem-1068	140	12	wavelet	wavelet	NOUN
dem-1068	140	13	variances	variance	NOUN
dem-1068	140	14	.	.	PUNCT
dem-1068	141	1	20	20	NUM
dem-1068	141	2	40	40	NUM
dem-1068	141	3	60	60	NUM
dem-1068	141	4	0	0	NUM
dem-1068	141	5	1	1	NUM
dem-1068	141	6	2	2	NUM
dem-1068	141	7	3	3	NUM
dem-1068	141	8	4	4	NUM
dem-1068	141	9	x	x	SYM
dem-1068	141	10	10	10	NUM
dem-1068	141	11	-3	-3	PUNCT
dem-1068	141	12	scale	scale	NOUN
dem-1068	141	13	1	1	NUM
dem-1068	141	14	wavelet	wavelet	NOUN
dem-1068	141	15	variances	variance	NOUN
dem-1068	141	16	20	20	NUM
dem-1068	141	17	40	40	NUM
dem-1068	141	18	60	60	NUM
dem-1068	141	19	0	0	NUM
dem-1068	141	20	0.005	0.005	NUM
dem-1068	141	21	0.01	0.01	NUM
dem-1068	141	22	0.015	0.015	NUM
dem-1068	141	23	scale	scale	NOUN
dem-1068	141	24	2	2	NUM
dem-1068	141	25	20	20	NUM
dem-1068	141	26	40	40	NUM
dem-1068	141	27	60	60	NUM
dem-1068	141	28	0	0	NUM
dem-1068	141	29	0.02	0.02	NUM
dem-1068	141	30	0.04	0.04	NUM
dem-1068	141	31	0.06	0.06	NUM
dem-1068	141	32	0.08	0.08	NUM
dem-1068	141	33	scale	scale	NOUN
dem-1068	141	34	4	4	NUM
dem-1068	141	35	20	20	NUM
dem-1068	141	36	40	40	NUM
dem-1068	141	37	60	60	NUM
dem-1068	141	38	0	0	NUM
dem-1068	141	39	0.1	0.1	NUM
dem-1068	141	40	0.2	0.2	NUM
dem-1068	141	41	0.3	0.3	NUM
dem-1068	141	42	0.4	0.4	NUM
dem-1068	141	43	scale	scale	NOUN
dem-1068	141	44	8	8	NUM
dem-1068	141	45	detection	detection	NOUN
dem-1068	141	46	of	of	ADP
dem-1068	141	47	collusion	collusion	NOUN
dem-1068	141	48	equilibrium	equilibrium	NOUN
dem-1068	141	49	in	in	ADP
dem-1068	141	50	an	an	DET
dem-1068	141	51	industry	industry	NOUN
dem-1068	141	52	with	with	ADP
dem-1068	141	53	application	application	NOUN
dem-1068	141	54	of	of	ADP
dem-1068	141	55	wavelet	wavelet	NOUN
dem-1068	141	56	analysis	analysis	NOUN
dem-1068	141	57	165	165	NUM
dem-1068	141	58	table	table	NOUN
dem-1068	141	59	1	1	NUM
dem-1068	141	60	.	.	PUNCT
dem-1068	141	61	testing	test	VERB
dem-1068	141	62	for	for	ADP
dem-1068	141	63	change	change	NOUN
dem-1068	141	64	in	in	ADP
dem-1068	141	65	variance	variance	NOUN
dem-1068	141	66	–	–	PUNCT
dem-1068	141	67	the	the	DET
dem-1068	141	68	haar	haar	PROPN
dem-1068	141	69	wavelet	wavelet	NOUN
dem-1068	141	70	method	method	NOUN
dem-1068	141	71	and	and	CCONJ
dem-1068	141	72	stage	stage	NOUN
dem-1068	141	73	of	of	ADP
dem-1068	141	74	analysis	analysis	NOUN
dem-1068	141	75	statistics	statistic	NOUN
dem-1068	141	76	no	no	INTJ
dem-1068	141	77	.	.	PUNCT
dem-1068	142	1	of	of	ADP
dem-1068	142	2	the	the	DET
dem-1068	142	3	dwt	dwt	NOUN
dem-1068	142	4	coefficient	coefficient	NOUN
dem-1068	142	5	(	(	PUNCT
dem-1068	142	6	kj	kj	NOUN
dem-1068	142	7	)	)	PUNCT
dem-1068	142	8	location	location	NOUN
dem-1068	142	9	of	of	ADP
dem-1068	142	10	the	the	DET
dem-1068	142	11	change	change	NOUN
dem-1068	142	12	in	in	ADP
dem-1068	142	13	variance	variance	NOUN
dem-1068	142	14	with	with	ADP
dem-1068	142	15	the	the	DET
dem-1068	142	16	help	help	NOUN
dem-1068	142	17	of	of	ADP
dem-1068	142	18	the	the	DET
dem-1068	142	19	modwt	modwt	NOUN
dem-1068	142	20	coefficients	coefficient	VERB
dem-1068	142	21	it	it	PRON
dem-1068	142	22	first	first	ADV
dem-1068	142	23	change	change	NOUN
dem-1068	142	24	-	-	PUNCT
dem-1068	142	25	point	point	NOUN
dem-1068	142	26	1.4144	1.4144	NUM
dem-1068	142	27	*	*	NOUN
dem-1068	142	28	*	*	SYM
dem-1068	142	29	22	22	NUM
dem-1068	142	30	(	(	PUNCT
dem-1068	142	31	k1	k1	NOUN
dem-1068	142	32	)	)	PUNCT
dem-1068	142	33	45	45	NUM
dem-1068	142	34	w	w	NOUN
dem-1068	142	35	–	–	PUNCT
dem-1068	142	36	first	first	ADJ
dem-1068	142	37	change	change	NOUN
dem-1068	142	38	-	-	PUNCT
dem-1068	142	39	point	point	NOUN
dem-1068	142	40	1.3458	1.3458	NUM
dem-1068	142	41	*	*	NOUN
dem-1068	142	42	*	*	SYM
dem-1068	142	43	22	22	NUM
dem-1068	142	44	(	(	PUNCT
dem-1068	142	45	k1	k1	PROPN
dem-1068	142	46	)	)	PUNCT
dem-1068	142	47	45	45	NUM
dem-1068	142	48	it	it	PRON
dem-1068	142	49	–	–	PUNCT
dem-1068	142	50	second	second	ADJ
dem-1068	142	51	change	change	NOUN
dem-1068	142	52	-	-	PUNCT
dem-1068	142	53	point	point	NOUN
dem-1068	142	54	searched	search	VERB
dem-1068	142	55	to	to	ADP
dem-1068	142	56	the	the	DET
dem-1068	142	57	left	left	NOUN
dem-1068	142	58	from	from	ADP
dem-1068	142	59	the	the	DET
dem-1068	142	60	first	first	ADJ
dem-1068	142	61	0.4627	0.4627	NUM
dem-1068	142	62	10	10	NUM
dem-1068	142	63	38	38	NUM
dem-1068	142	64	w	w	ADJ
dem-1068	142	65	–	–	PUNCT
dem-1068	142	66	second	second	ADJ
dem-1068	142	67	change	change	NOUN
dem-1068	142	68	-	-	PUNCT
dem-1068	142	69	point	point	NOUN
dem-1068	142	70	searched	search	VERB
dem-1068	142	71	to	to	ADP
dem-1068	142	72	the	the	DET
dem-1068	142	73	left	left	NOUN
dem-1068	142	74	from	from	ADP
dem-1068	142	75	the	the	DET
dem-1068	142	76	first	first	ADJ
dem-1068	142	77	0.7356	0.7356	NUM
dem-1068	142	78	18	18	NUM
dem-1068	142	79	38	38	NUM
dem-1068	142	80	it	it	PRON
dem-1068	142	81	–	–	PUNCT
dem-1068	142	82	second	second	ADJ
dem-1068	142	83	change	change	NOUN
dem-1068	142	84	-	-	PUNCT
dem-1068	142	85	point	point	NOUN
dem-1068	142	86	searched	search	VERB
dem-1068	142	87	to	to	ADP
dem-1068	142	88	the	the	DET
dem-1068	142	89	right	right	NOUN
dem-1068	142	90	from	from	ADP
dem-1068	142	91	the	the	DET
dem-1068	142	92	first	first	ADJ
dem-1068	142	93	0.5335	0.5335	NUM
dem-1068	142	94	27	27	NUM
dem-1068	142	95	61	61	NUM
dem-1068	142	96	w	w	ADJ
dem-1068	142	97	–	–	PUNCT
dem-1068	142	98	second	second	ADJ
dem-1068	142	99	change	change	NOUN
dem-1068	142	100	-	-	PUNCT
dem-1068	142	101	point	point	NOUN
dem-1068	142	102	searched	search	VERB
dem-1068	142	103	to	to	ADP
dem-1068	142	104	the	the	DET
dem-1068	142	105	right	right	NOUN
dem-1068	142	106	from	from	ADP
dem-1068	142	107	the	the	DET
dem-1068	142	108	first	first	ADJ
dem-1068	142	109	0.8494	0.8494	NUM
dem-1068	142	110	34	34	NUM
dem-1068	142	111	61	61	NUM
dem-1068	142	112	note	note	NOUN
dem-1068	142	113	:	:	PUNCT
dem-1068	143	1	it	it	PRON
dem-1068	143	2	–	–	PUNCT
dem-1068	143	3	inclán	inclán	ADJ
dem-1068	143	4	and	and	CCONJ
dem-1068	143	5	tiao	tiao	NOUN
dem-1068	143	6	test	test	NOUN
dem-1068	143	7	;	;	PUNCT
dem-1068	143	8	w	w	X
dem-1068	143	9	–	–	PUNCT
dem-1068	143	10	whitcher	whitcher	NOUN
dem-1068	143	11	test	test	NOUN
dem-1068	143	12	;	;	PUNCT
dem-1068	143	13	asymptotic	asymptotic	ADJ
dem-1068	143	14	critical	critical	ADJ
dem-1068	143	15	values	value	NOUN
dem-1068	143	16	:	:	PUNCT
dem-1068	143	17	1.224	1.224	NUM
dem-1068	143	18	(	(	PUNCT
dem-1068	143	19	10	10	NUM
dem-1068	143	20	%	%	NOUN
dem-1068	143	21	)	)	PUNCT
dem-1068	143	22	,	,	PUNCT
dem-1068	143	23	1.358	1.358	NUM
dem-1068	143	24	(	(	PUNCT
dem-1068	143	25	5	5	NUM
dem-1068	143	26	%	%	NOUN
dem-1068	143	27	)	)	PUNCT
dem-1068	143	28	,	,	PUNCT
dem-1068	143	29	1.628	1.628	NUM
dem-1068	143	30	(	(	PUNCT
dem-1068	143	31	1	1	NUM
dem-1068	143	32	%	%	NOUN
dem-1068	143	33	)	)	PUNCT
dem-1068	143	34	,	,	PUNCT
dem-1068	143	35	small	small	ADJ
dem-1068	143	36	-	-	PUNCT
dem-1068	143	37	sample	sample	NOUN
dem-1068	143	38	critical	critical	ADJ
dem-1068	143	39	values	value	NOUN
dem-1068	143	40	(	(	PUNCT
dem-1068	143	41	whitcher	whitcher	NOUN
dem-1068	143	42	,	,	PUNCT
dem-1068	143	43	1998	1998	NUM
dem-1068	143	44	):	):	PUNCT
dem-1068	143	45	n	n	PROPN
dem-1068	143	46	=	=	SYM
dem-1068	143	47	16	16	NUM
dem-1068	143	48	–	–	PUNCT
dem-1068	143	49	1.135	1.135	NUM
dem-1068	143	50	(	(	PUNCT
dem-1068	143	51	10	10	NUM
dem-1068	143	52	%	%	NOUN
dem-1068	143	53	)	)	PUNCT
dem-1068	143	54	,	,	PUNCT
dem-1068	143	55	1.265	1.265	NUM
dem-1068	143	56	(	(	PUNCT
dem-1068	143	57	5	5	NUM
dem-1068	143	58	%	%	NOUN
dem-1068	143	59	)	)	PUNCT
dem-1068	143	60	,	,	PUNCT
dem-1068	143	61	1.508	1.508	NUM
dem-1068	143	62	(	(	PUNCT
dem-1068	143	63	1	1	NUM
dem-1068	143	64	%	%	NOUN
dem-1068	143	65	)	)	PUNCT
dem-1068	143	66	,	,	PUNCT
dem-1068	143	67	n	n	NOUN
dem-1068	143	68	=	=	SYM
dem-1068	143	69	32	32	NUM
dem-1068	143	70	–	–	PUNCT
dem-1068	143	71	1.157	1.157	NUM
dem-1068	143	72	(	(	PUNCT
dem-1068	143	73	10	10	NUM
dem-1068	143	74	%	%	NOUN
dem-1068	143	75	)	)	PUNCT
dem-1068	143	76	,	,	PUNCT
dem-1068	143	77	1.293	1.293	NUM
dem-1068	143	78	(	(	PUNCT
dem-1068	143	79	5	5	NUM
dem-1068	143	80	%	%	NOUN
dem-1068	143	81	)	)	PUNCT
dem-1068	143	82	,	,	PUNCT
dem-1068	143	83	1.553	1.553	NUM
dem-1068	143	84	(	(	PUNCT
dem-1068	143	85	1	1	NUM
dem-1068	143	86	%	%	NOUN
dem-1068	143	87	)	)	PUNCT
dem-1068	143	88	;	;	PUNCT
dem-1068	143	89	small	small	ADJ
dem-1068	143	90	-	-	PUNCT
dem-1068	143	91	sample	sample	NOUN
dem-1068	143	92	critical	critical	ADJ
dem-1068	143	93	values	value	NOUN
dem-1068	143	94	(	(	PUNCT
dem-1068	143	95	inclán	inclán	ADJ
dem-1068	143	96	,	,	PUNCT
dem-1068	143	97	tiao	tiao	NOUN
dem-1068	143	98	,	,	PUNCT
dem-1068	143	99	1994	1994	NUM
dem-1068	143	100	):	):	PUNCT
dem-1068	143	101	n	n	PROPN
dem-1068	143	102	=	=	SYM
dem-1068	143	103	100	100	NUM
dem-1068	143	104	–	–	PUNCT
dem-1068	143	105	1.14	1.14	NUM
dem-1068	143	106	(	(	PUNCT
dem-1068	143	107	10	10	NUM
dem-1068	143	108	%	%	NOUN
dem-1068	143	109	)	)	PUNCT
dem-1068	143	110	,	,	PUNCT
dem-1068	143	111	1.27	1.27	NUM
dem-1068	143	112	(	(	PUNCT
dem-1068	143	113	5	5	NUM
dem-1068	143	114	%	%	NOUN
dem-1068	143	115	)	)	PUNCT
dem-1068	143	116	,	,	PUNCT
dem-1068	143	117	1.52	1.52	NUM
dem-1068	143	118	(	(	PUNCT
dem-1068	143	119	1	1	NUM
dem-1068	143	120	%	%	NOUN
dem-1068	143	121	)	)	PUNCT
dem-1068	143	122	;	;	PUNCT
dem-1068	143	123	numeration	numeration	NOUN
dem-1068	143	124	of	of	ADP
dem-1068	143	125	the	the	DET
dem-1068	143	126	dwt	dwt	NOUN
dem-1068	143	127	coefficients	coefficient	NOUN
dem-1068	143	128	:	:	PUNCT
dem-1068	143	129	0	0	NUM
dem-1068	143	130	,	,	PUNCT
dem-1068	143	131	1	1	NUM
dem-1068	143	132	,	,	PUNCT
dem-1068	143	133	…	…	PUNCT
dem-1068	143	134	,	,	PUNCT
dem-1068	143	135	38	38	NUM
dem-1068	143	136	;	;	PUNCT
dem-1068	143	137	location	location	NOUN
dem-1068	143	138	of	of	ADP
dem-1068	143	139	variance	variance	NOUN
dem-1068	143	140	change	change	NOUN
dem-1068	143	141	in	in	ADP
dem-1068	143	142	real	real	ADJ
dem-1068	143	143	time	time	NOUN
dem-1068	143	144	;	;	PUNCT
dem-1068	143	145	‘	'	PUNCT
dem-1068	143	146	*	*	PUNCT
dem-1068	143	147	*	*	NOUN
dem-1068	143	148	’	'	PUNCT
dem-1068	143	149	denotes	denote	NOUN
dem-1068	143	150	rejection	rejection	NOUN
dem-1068	143	151	of	of	ADP
dem-1068	143	152	the	the	DET
dem-1068	143	153	homogeneity	homogeneity	NOUN
dem-1068	143	154	of	of	ADP
dem-1068	143	155	variance	variance	NOUN
dem-1068	143	156	at	at	ADP
dem-1068	143	157	the	the	DET
dem-1068	143	158	5	5	NUM
dem-1068	143	159	%	%	NOUN
dem-1068	143	160	significance	significance	NOUN
dem-1068	143	161	level	level	NOUN
dem-1068	143	162	.	.	PUNCT
dem-1068	144	1	table	table	NOUN
dem-1068	144	2	2	2	NUM
dem-1068	144	3	.	.	X
dem-1068	145	1	testing	test	VERB
dem-1068	145	2	for	for	ADP
dem-1068	145	3	change	change	NOUN
dem-1068	145	4	in	in	ADP
dem-1068	145	5	variance	variance	NOUN
dem-1068	145	6	–	–	PUNCT
dem-1068	145	7	the	the	DET
dem-1068	145	8	d4	d4	PROPN
dem-1068	145	9	wavelet	wavelet	NOUN
dem-1068	145	10	method	method	NOUN
dem-1068	145	11	and	and	CCONJ
dem-1068	145	12	stage	stage	NOUN
dem-1068	145	13	of	of	ADP
dem-1068	145	14	analysis	analysis	NOUN
dem-1068	145	15	statistics	statistic	NOUN
dem-1068	145	16	no	no	INTJ
dem-1068	145	17	.	.	PUNCT
dem-1068	146	1	of	of	ADP
dem-1068	146	2	the	the	DET
dem-1068	146	3	dwt	dwt	NOUN
dem-1068	146	4	coefficient	coefficient	NOUN
dem-1068	146	5	(	(	PUNCT
dem-1068	146	6	kj	kj	NOUN
dem-1068	146	7	)	)	PUNCT
dem-1068	146	8	location	location	NOUN
dem-1068	146	9	of	of	ADP
dem-1068	146	10	the	the	DET
dem-1068	146	11	change	change	NOUN
dem-1068	146	12	in	in	ADP
dem-1068	146	13	variance	variance	NOUN
dem-1068	146	14	with	with	ADP
dem-1068	146	15	the	the	DET
dem-1068	146	16	help	help	NOUN
dem-1068	146	17	of	of	ADP
dem-1068	146	18	the	the	DET
dem-1068	146	19	modwt	modwt	NOUN
dem-1068	146	20	coefficients	coefficient	VERB
dem-1068	146	21	it	it	PRON
dem-1068	146	22	first	first	ADV
dem-1068	146	23	change	change	NOUN
dem-1068	146	24	-	-	PUNCT
dem-1068	146	25	point	point	NOUN
dem-1068	146	26	1.1297	1.1297	NUM
dem-1068	146	27	23	23	NUM
dem-1068	146	28	(	(	PUNCT
dem-1068	146	29	k2	k2	NOUN
dem-1068	146	30	)	)	PUNCT
dem-1068	146	31	42	42	NUM
dem-1068	146	32	w	w	NOUN
dem-1068	146	33	–	–	PUNCT
dem-1068	146	34	first	first	ADJ
dem-1068	146	35	change	change	NOUN
dem-1068	146	36	-	-	PUNCT
dem-1068	146	37	point	point	NOUN
dem-1068	146	38	1.0583	1.0583	NUM
dem-1068	146	39	23	23	NUM
dem-1068	146	40	42	42	NUM
dem-1068	146	41	it	it	PRON
dem-1068	146	42	–	–	PUNCT
dem-1068	146	43	second	second	ADJ
dem-1068	146	44	change	change	NOUN
dem-1068	146	45	-	-	PUNCT
dem-1068	146	46	point	point	NOUN
dem-1068	146	47	searched	search	VERB
dem-1068	146	48	to	to	ADP
dem-1068	146	49	the	the	DET
dem-1068	146	50	left	left	NOUN
dem-1068	146	51	from	from	ADP
dem-1068	146	52	the	the	DET
dem-1068	146	53	first	first	ADJ
dem-1068	146	54	1.2241	1.2241	NUM
dem-1068	146	55	*	*	SYM
dem-1068	146	56	20	20	NUM
dem-1068	146	57	(	(	PUNCT
dem-1068	146	58	k1	k1	NOUN
dem-1068	146	59	)	)	PUNCT
dem-1068	146	60	28	28	NUM
dem-1068	146	61	w	w	ADJ
dem-1068	146	62	–	–	PUNCT
dem-1068	146	63	second	second	ADJ
dem-1068	146	64	change	change	NOUN
dem-1068	146	65	-	-	PUNCT
dem-1068	146	66	point	point	NOUN
dem-1068	146	67	searched	search	VERB
dem-1068	146	68	to	to	ADP
dem-1068	146	69	the	the	DET
dem-1068	146	70	left	left	NOUN
dem-1068	146	71	from	from	ADP
dem-1068	146	72	the	the	DET
dem-1068	146	73	first	first	ADJ
dem-1068	146	74	1.5256	1.5256	NUM
dem-1068	146	75	*	*	PUNCT
dem-1068	146	76	*	*	PUNCT
dem-1068	146	77	*	*	SYM
dem-1068	146	78	20	20	NUM
dem-1068	146	79	(	(	PUNCT
dem-1068	146	80	k1	k1	NOUN
dem-1068	146	81	)	)	PUNCT
dem-1068	146	82	28	28	NUM
dem-1068	146	83	it	it	PRON
dem-1068	146	84	–	–	PUNCT
dem-1068	146	85	second	second	ADJ
dem-1068	146	86	change	change	NOUN
dem-1068	146	87	-	-	PUNCT
dem-1068	146	88	point	point	NOUN
dem-1068	146	89	searched	search	VERB
dem-1068	146	90	to	to	ADP
dem-1068	146	91	the	the	DET
dem-1068	146	92	right	right	NOUN
dem-1068	146	93	from	from	ADP
dem-1068	146	94	the	the	DET
dem-1068	146	95	first	first	ADJ
dem-1068	146	96	1.0331	1.0331	NUM
dem-1068	146	97	34	34	NUM
dem-1068	146	98	63	63	NUM
dem-1068	146	99	w	w	ADJ
dem-1068	146	100	–	–	PUNCT
dem-1068	146	101	second	second	ADJ
dem-1068	146	102	change	change	NOUN
dem-1068	146	103	-	-	PUNCT
dem-1068	146	104	point	point	NOUN
dem-1068	146	105	searched	search	VERB
dem-1068	146	106	to	to	ADP
dem-1068	146	107	the	the	DET
dem-1068	146	108	right	right	NOUN
dem-1068	146	109	from	from	ADP
dem-1068	146	110	the	the	DET
dem-1068	146	111	first	first	ADJ
dem-1068	146	112	0.6940	0.6940	NUM
dem-1068	146	113	34	34	NUM
dem-1068	146	114	63	63	NUM
dem-1068	146	115	note	note	NOUN
dem-1068	146	116	:	:	PUNCT
dem-1068	147	1	it	it	PRON
dem-1068	147	2	–	–	PUNCT
dem-1068	147	3	inclán	inclán	ADJ
dem-1068	147	4	and	and	CCONJ
dem-1068	147	5	tiao	tiao	NOUN
dem-1068	147	6	test	test	NOUN
dem-1068	147	7	;	;	PUNCT
dem-1068	147	8	w	w	X
dem-1068	147	9	–	–	PUNCT
dem-1068	147	10	whitcher	whitcher	NOUN
dem-1068	147	11	test	test	NOUN
dem-1068	147	12	;	;	PUNCT
dem-1068	147	13	asymptotic	asymptotic	ADJ
dem-1068	147	14	critical	critical	ADJ
dem-1068	147	15	values	value	NOUN
dem-1068	147	16	:	:	PUNCT
dem-1068	147	17	1.224	1.224	NUM
dem-1068	147	18	(	(	PUNCT
dem-1068	147	19	10	10	NUM
dem-1068	147	20	%	%	NOUN
dem-1068	147	21	)	)	PUNCT
dem-1068	147	22	,	,	PUNCT
dem-1068	147	23	1.358	1.358	NUM
dem-1068	147	24	(	(	PUNCT
dem-1068	147	25	5	5	NUM
dem-1068	147	26	%	%	NOUN
dem-1068	147	27	)	)	PUNCT
dem-1068	147	28	,	,	PUNCT
dem-1068	147	29	1.628	1.628	NUM
dem-1068	147	30	(	(	PUNCT
dem-1068	147	31	1	1	NUM
dem-1068	147	32	%	%	NOUN
dem-1068	147	33	)	)	PUNCT
dem-1068	147	34	,	,	PUNCT
dem-1068	147	35	small	small	ADJ
dem-1068	147	36	-	-	PUNCT
dem-1068	147	37	sample	sample	NOUN
dem-1068	147	38	critical	critical	ADJ
dem-1068	147	39	values	value	NOUN
dem-1068	147	40	(	(	PUNCT
dem-1068	147	41	whitcher	whitcher	NOUN
dem-1068	147	42	,	,	PUNCT
dem-1068	147	43	1998	1998	NUM
dem-1068	147	44	):	):	PUNCT
dem-1068	147	45	n	n	PROPN
dem-1068	147	46	=	=	SYM
dem-1068	147	47	16	16	NUM
dem-1068	147	48	–	–	PUNCT
dem-1068	147	49	1.135	1.135	NUM
dem-1068	147	50	(	(	PUNCT
dem-1068	147	51	10	10	NUM
dem-1068	147	52	%	%	NOUN
dem-1068	147	53	)	)	PUNCT
dem-1068	147	54	,	,	PUNCT
dem-1068	147	55	1.265	1.265	NUM
dem-1068	147	56	(	(	PUNCT
dem-1068	147	57	5	5	NUM
dem-1068	147	58	%	%	NOUN
dem-1068	147	59	)	)	PUNCT
dem-1068	147	60	,	,	PUNCT
dem-1068	147	61	1.508	1.508	NUM
dem-1068	147	62	(	(	PUNCT
dem-1068	147	63	1	1	NUM
dem-1068	147	64	%	%	NOUN
dem-1068	147	65	)	)	PUNCT
dem-1068	147	66	,	,	PUNCT
dem-1068	147	67	n	n	NOUN
dem-1068	147	68	=	=	SYM
dem-1068	147	69	32	32	NUM
dem-1068	147	70	–	–	PUNCT
dem-1068	147	71	1.157	1.157	NUM
dem-1068	147	72	(	(	PUNCT
dem-1068	147	73	10	10	NUM
dem-1068	147	74	%	%	NOUN
dem-1068	147	75	)	)	PUNCT
dem-1068	147	76	,	,	PUNCT
dem-1068	147	77	1.293	1.293	NUM
dem-1068	147	78	(	(	PUNCT
dem-1068	147	79	5	5	NUM
dem-1068	147	80	%	%	NOUN
dem-1068	147	81	)	)	PUNCT
dem-1068	147	82	,	,	PUNCT
dem-1068	147	83	1.553	1.553	NUM
dem-1068	147	84	(	(	PUNCT
dem-1068	147	85	1	1	NUM
dem-1068	147	86	%	%	NOUN
dem-1068	147	87	)	)	PUNCT
dem-1068	147	88	;	;	PUNCT
dem-1068	147	89	small	small	ADJ
dem-1068	147	90	-	-	PUNCT
dem-1068	147	91	sample	sample	NOUN
dem-1068	147	92	critical	critical	ADJ
dem-1068	147	93	values	value	NOUN
dem-1068	147	94	(	(	PUNCT
dem-1068	147	95	inclán	inclán	ADJ
dem-1068	147	96	,	,	PUNCT
dem-1068	147	97	tiao	tiao	NOUN
dem-1068	147	98	,	,	PUNCT
dem-1068	147	99	1994	1994	NUM
dem-1068	147	100	):	):	PUNCT
dem-1068	147	101	n	n	PROPN
dem-1068	147	102	=	=	SYM
dem-1068	147	103	100	100	NUM
dem-1068	147	104	–	–	PUNCT
dem-1068	147	105	1.14	1.14	NUM
dem-1068	147	106	(	(	PUNCT
dem-1068	147	107	10	10	NUM
dem-1068	147	108	%	%	NOUN
dem-1068	147	109	)	)	PUNCT
dem-1068	147	110	,	,	PUNCT
dem-1068	147	111	1.27	1.27	NUM
dem-1068	147	112	(	(	PUNCT
dem-1068	147	113	5	5	NUM
dem-1068	147	114	%	%	NOUN
dem-1068	147	115	)	)	PUNCT
dem-1068	147	116	,	,	PUNCT
dem-1068	147	117	1.52	1.52	NUM
dem-1068	147	118	(	(	PUNCT
dem-1068	147	119	1	1	NUM
dem-1068	147	120	%	%	NOUN
dem-1068	147	121	)	)	PUNCT
dem-1068	147	122	;	;	PUNCT
dem-1068	147	123	numeration	numeration	NOUN
dem-1068	147	124	of	of	ADP
dem-1068	147	125	the	the	DET
dem-1068	147	126	dwt	dwt	NOUN
dem-1068	147	127	coefficients	coefficient	NOUN
dem-1068	147	128	:	:	PUNCT
dem-1068	147	129	0	0	NUM
dem-1068	147	130	,	,	PUNCT
dem-1068	147	131	1	1	NUM
dem-1068	147	132	,	,	PUNCT
dem-1068	147	133	…	…	PUNCT
dem-1068	147	134	,	,	PUNCT
dem-1068	147	135	38	38	NUM
dem-1068	147	136	;	;	PUNCT
dem-1068	147	137	location	location	NOUN
dem-1068	147	138	of	of	ADP
dem-1068	147	139	variance	variance	NOUN
dem-1068	147	140	change	change	NOUN
dem-1068	147	141	in	in	ADP
dem-1068	147	142	real	real	ADJ
dem-1068	147	143	time	time	NOUN
dem-1068	147	144	;	;	PUNCT
dem-1068	147	145	designation	designation	NOUN
dem-1068	147	146	of	of	ADP
dem-1068	147	147	the	the	DET
dem-1068	147	148	coefficients	coefficient	NOUN
dem-1068	147	149	indicating	indicate	VERB
dem-1068	147	150	a	a	DET
dem-1068	147	151	change	change	NOUN
dem-1068	147	152	in	in	ADP
dem-1068	147	153	variance	variance	NOUN
dem-1068	147	154	is	be	AUX
dem-1068	147	155	in	in	ADP
dem-1068	147	156	an	an	DET
dem-1068	147	157	increasing	increase	VERB
dem-1068	147	158	order	order	NOUN
dem-1068	147	159	;	;	PUNCT
dem-1068	147	160	‘	'	PUNCT
dem-1068	147	161	*	*	PUNCT
dem-1068	147	162	’	'	PUNCT
dem-1068	147	163	,	,	PUNCT
dem-1068	147	164	‘	'	PUNCT
dem-1068	147	165	*	*	PUNCT
dem-1068	147	166	*	*	PUNCT
dem-1068	147	167	*	*	NOUN
dem-1068	147	168	’	'	PUNCT
dem-1068	147	169	denote	denote	NOUN
dem-1068	147	170	rejection	rejection	NOUN
dem-1068	147	171	of	of	ADP
dem-1068	147	172	the	the	DET
dem-1068	147	173	homogeneity	homogeneity	NOUN
dem-1068	147	174	of	of	ADP
dem-1068	147	175	variance	variance	NOUN
dem-1068	147	176	at	at	ADP
dem-1068	147	177	the	the	DET
dem-1068	147	178	10	10	NUM
dem-1068	147	179	%	%	NOUN
dem-1068	147	180	,	,	PUNCT
dem-1068	147	181	1	1	NUM
dem-1068	147	182	%	%	NOUN
dem-1068	147	183	significance	significance	NOUN
dem-1068	147	184	level	level	NOUN
dem-1068	147	185	,	,	PUNCT
dem-1068	147	186	respectively	respectively	ADV
dem-1068	147	187	.	.	PUNCT
dem-1068	148	1	as	as	ADV
dem-1068	148	2	far	far	ADV
dem-1068	148	3	as	as	SCONJ
dem-1068	148	4	the	the	DET
dem-1068	148	5	moments	moment	NOUN
dem-1068	148	6	of	of	ADP
dem-1068	148	7	switch	switch	NOUN
dem-1068	148	8	are	be	AUX
dem-1068	148	9	concerned	concern	VERB
dem-1068	148	10	,	,	PUNCT
dem-1068	148	11	certain	certain	ADJ
dem-1068	148	12	ambiguities	ambiguity	NOUN
dem-1068	148	13	appear	appear	VERB
dem-1068	148	14	.	.	PUNCT
dem-1068	149	1	the	the	DET
dem-1068	149	2	first	first	ADJ
dem-1068	149	3	change	change	NOUN
dem-1068	149	4	-	-	PUNCT
dem-1068	149	5	point	point	NOUN
dem-1068	149	6	is	be	AUX
dem-1068	149	7	in	in	ADP
dem-1068	149	8	the	the	DET
dem-1068	149	9	interval	interval	NOUN
dem-1068	149	10	42–46	42–46	NUM
dem-1068	149	11	(	(	PUNCT
dem-1068	149	12	rather	rather	ADV
dem-1068	149	13	closer	close	ADV
dem-1068	149	14	to	to	ADP
dem-1068	149	15	45–46	45–46	NUM
dem-1068	149	16	,	,	PUNCT
dem-1068	149	17	as	as	ADP
dem-1068	149	18	the	the	DET
dem-1068	149	19	haar	haar	PROPN
dem-1068	149	20	sylwester	sylwester	PROPN
dem-1068	149	21	bejger	bejger	NOUN
dem-1068	149	22	,	,	PUNCT
dem-1068	149	23	joanna	joanna	PROPN
dem-1068	149	24	bruzda	bruzda	PROPN
dem-1068	149	25	166	166	NUM
dem-1068	149	26	wavelet	wavelet	NOUN
dem-1068	149	27	has	have	VERB
dem-1068	149	28	better	well	ADJ
dem-1068	149	29	localization	localization	NOUN
dem-1068	149	30	properties	property	NOUN
dem-1068	149	31	,	,	PUNCT
dem-1068	149	32	and	and	CCONJ
dem-1068	149	33	moreover	moreover	ADV
dem-1068	149	34	–	–	PUNCT
dem-1068	149	35	as	as	SCONJ
dem-1068	149	36	it	it	PRON
dem-1068	149	37	was	be	AUX
dem-1068	149	38	already	already	ADV
dem-1068	149	39	mentioned	mention	VERB
dem-1068	149	40	–	–	PUNCT
dem-1068	149	41	the	the	DET
dem-1068	149	42	evaluation	evaluation	NOUN
dem-1068	149	43	of	of	ADP
dem-1068	149	44	the	the	DET
dem-1068	149	45	moment	moment	NOUN
dem-1068	149	46	of	of	ADP
dem-1068	149	47	change	change	NOUN
dem-1068	149	48	is	be	AUX
dem-1068	149	49	burdened	burden	VERB
dem-1068	149	50	with	with	ADP
dem-1068	149	51	error	error	NOUN
dem-1068	149	52	towards	towards	ADP
dem-1068	149	53	the	the	DET
dem-1068	149	54	centre	centre	NOUN
dem-1068	149	55	of	of	ADP
dem-1068	149	56	the	the	DET
dem-1068	149	57	sample	sample	NOUN
dem-1068	149	58	)	)	PUNCT
dem-1068	149	59	,	,	PUNCT
dem-1068	149	60	while	while	SCONJ
dem-1068	149	61	the	the	DET
dem-1068	149	62	other	other	ADJ
dem-1068	149	63	one	one	NUM
dem-1068	149	64	–	–	PUNCT
dem-1068	149	65	as	as	SCONJ
dem-1068	149	66	it	it	PRON
dem-1068	149	67	results	result	VERB
dem-1068	149	68	from	from	ADP
dem-1068	149	69	the	the	DET
dem-1068	149	70	test	test	NOUN
dem-1068	149	71	with	with	ADP
dem-1068	149	72	the	the	DET
dem-1068	149	73	use	use	NOUN
dem-1068	149	74	of	of	ADP
dem-1068	149	75	d4	d4	PROPN
dem-1068	149	76	wavelet	wavelet	NOUN
dem-1068	149	77	as	as	ADV
dem-1068	149	78	well	well	ADV
dem-1068	149	79	as	as	ADP
dem-1068	149	80	the	the	DET
dem-1068	149	81	charts	chart	NOUN
dem-1068	149	82	–	–	PUNCT
dem-1068	149	83	around	around	ADP
dem-1068	149	84	obser	obser	PROPN
dem-1068	149	85	vations	vation	NOUN
dem-1068	149	86	28–29	28–29	NUM
dem-1068	149	87	.	.	PUNCT
dem-1068	150	1	4	4	X
dem-1068	150	2	.	.	X
dem-1068	150	3	interpretation	interpretation	NOUN
dem-1068	150	4	of	of	ADP
dem-1068	150	5	results	result	NOUN
dem-1068	150	6	in	in	ADP
dem-1068	150	7	order	order	NOUN
dem-1068	150	8	to	to	PART
dem-1068	150	9	better	well	ADV
dem-1068	150	10	illustrate	illustrate	VERB
dem-1068	150	11	the	the	DET
dem-1068	150	12	received	receive	VERB
dem-1068	150	13	results	result	NOUN
dem-1068	150	14	,	,	PUNCT
dem-1068	150	15	the	the	DET
dem-1068	150	16	series	series	NOUN
dem-1068	150	17	of	of	ADP
dem-1068	150	18	average	average	ADJ
dem-1068	150	19	lysine	lysine	NOUN
dem-1068	150	20	prices	price	NOUN
dem-1068	150	21	was	be	AUX
dem-1068	150	22	presented	present	VERB
dem-1068	150	23	in	in	ADP
dem-1068	150	24	figure	figure	NOUN
dem-1068	150	25	4	4	NUM
dem-1068	150	26	,	,	PUNCT
dem-1068	150	27	together	together	ADV
dem-1068	150	28	with	with	ADP
dem-1068	150	29	observation	observation	NOUN
dem-1068	150	30	numbers	number	NOUN
dem-1068	150	31	.	.	PUNCT
dem-1068	151	1	figure	figure	VERB
dem-1068	151	2	4	4	NUM
dem-1068	151	3	.	.	PUNCT
dem-1068	151	4	average	average	ADJ
dem-1068	151	5	price	price	NOUN
dem-1068	151	6	of	of	ADP
dem-1068	151	7	lysine	lysine	NOUN
dem-1068	151	8	,	,	PUNCT
dem-1068	151	9	observation	observation	NOUN
dem-1068	151	10	numbers	number	NOUN
dem-1068	151	11	on	on	ADP
dem-1068	151	12	upper	upper	ADJ
dem-1068	151	13	horizontal	horizontal	ADJ
dem-1068	151	14	axis	axis	NOUN
dem-1068	151	15	.	.	PUNCT
dem-1068	152	1	data	datum	NOUN
dem-1068	152	2	from	from	ADP
dem-1068	152	3	connor	connor	PROPN
dem-1068	152	4	,	,	PUNCT
dem-1068	152	5	(	(	PUNCT
dem-1068	152	6	2000	2000	NUM
dem-1068	152	7	)	)	PUNCT
dem-1068	152	8	,	,	PUNCT
dem-1068	152	9	appendix	appendix	VERB
dem-1068	152	10	a	a	DET
dem-1068	152	11	,	,	PUNCT
dem-1068	152	12	table	table	NOUN
dem-1068	152	13	a2	a2	NOUN
dem-1068	152	14	as	as	ADP
dem-1068	152	15	results	result	NOUN
dem-1068	152	16	from	from	ADP
dem-1068	152	17	the	the	DET
dem-1068	152	18	study	study	NOUN
dem-1068	152	19	we	we	PRON
dem-1068	152	20	carried	carry	VERB
dem-1068	152	21	out	out	ADP
dem-1068	152	22	,	,	PUNCT
dem-1068	152	23	the	the	DET
dem-1068	152	24	moments	moment	NOUN
dem-1068	152	25	of	of	ADP
dem-1068	152	26	variance	variance	NOUN
dem-1068	152	27	change	change	NOUN
dem-1068	152	28	are	be	AUX
dem-1068	152	29	identified	identify	VERB
dem-1068	152	30	around	around	ADP
dem-1068	152	31	observation	observation	NOUN
dem-1068	152	32	28	28	NUM
dem-1068	152	33	–	–	PUNCT
dem-1068	152	34	the	the	DET
dem-1068	152	35	increase	increase	NOUN
dem-1068	152	36	of	of	ADP
dem-1068	152	37	the	the	DET
dem-1068	152	38	variance	variance	NOUN
dem-1068	152	39	–	–	PUNCT
dem-1068	152	40	and	and	CCONJ
dem-1068	152	41	around	around	ADP
dem-1068	152	42	observation	observation	NOUN
dem-1068	152	43	45	45	NUM
dem-1068	152	44	–	–	PUNCT
dem-1068	152	45	the	the	DET
dem-1068	152	46	fall	fall	NOUN
dem-1068	152	47	of	of	ADP
dem-1068	152	48	the	the	DET
dem-1068	152	49	process	process	NOUN
dem-1068	152	50	’	'	PUNCT
dem-1068	152	51	variance	variance	NOUN
dem-1068	152	52	.	.	PUNCT
dem-1068	153	1	this	this	DET
dem-1068	153	2	piece	piece	NOUN
dem-1068	153	3	of	of	ADP
dem-1068	153	4	statistical	statistical	ADJ
dem-1068	153	5	information	information	NOUN
dem-1068	153	6	is	be	AUX
dem-1068	153	7	confirmed	confirm	VERB
dem-1068	153	8	by	by	ADP
dem-1068	153	9	the	the	DET
dem-1068	153	10	analysis	analysis	NOUN
dem-1068	153	11	of	of	ADP
dem-1068	153	12	charts	chart	NOUN
dem-1068	153	13	1	1	NUM
dem-1068	153	14	and	and	CCONJ
dem-1068	153	15	2	2	NUM
dem-1068	153	16	.	.	X
dem-1068	154	1	basing	base	VERB
dem-1068	154	2	on	on	ADP
dem-1068	154	3	theoretical	theoretical	ADJ
dem-1068	154	4	motivation	motivation	NOUN
dem-1068	154	5	of	of	ADP
dem-1068	154	6	the	the	DET
dem-1068	154	7	marker	marker	NOUN
dem-1068	154	8	of	of	ADP
dem-1068	154	9	collusion	collusion	NOUN
dem-1068	154	10	it	it	PRON
dem-1068	154	11	is	be	AUX
dem-1068	154	12	mandatory	mandatory	ADJ
dem-1068	154	13	to	to	PART
dem-1068	154	14	make	make	VERB
dem-1068	154	15	the	the	DET
dem-1068	154	16	following	follow	VERB
dem-1068	154	17	statements	statement	NOUN
dem-1068	154	18	:	:	PUNCT
dem-1068	154	19	a	a	X
dem-1068	154	20	)	)	PUNCT
dem-1068	154	21	until	until	ADP
dem-1068	154	22	april	april	PROPN
dem-1068	154	23	1992	1992	NUM
dem-1068	154	24	no	no	DET
dem-1068	154	25	significant	significant	ADJ
dem-1068	154	26	change	change	NOUN
dem-1068	154	27	of	of	ADP
dem-1068	154	28	the	the	DET
dem-1068	154	29	variance	variance	NOUN
dem-1068	154	30	regime	regime	NOUN
dem-1068	154	31	can	can	AUX
dem-1068	154	32	be	be	AUX
dem-1068	154	33	found	find	VERB
dem-1068	154	34	,	,	PUNCT
dem-1068	154	35	therefore	therefore	ADV
dem-1068	154	36	the	the	DET
dem-1068	154	37	period	period	NOUN
dem-1068	154	38	can	can	AUX
dem-1068	154	39	not	not	PART
dem-1068	154	40	be	be	AUX
dem-1068	154	41	considered	consider	VERB
dem-1068	154	42	a	a	DET
dem-1068	154	43	factual	factual	ADJ
dem-1068	154	44	phase	phase	NOUN
dem-1068	154	45	of	of	ADP
dem-1068	154	46	the	the	DET
dem-1068	154	47	price	price	NOUN
dem-1068	154	48	war	war	NOUN
dem-1068	154	49	,	,	PUNCT
dem-1068	154	50	b	b	NOUN
dem-1068	154	51	)	)	PUNCT
dem-1068	154	52	from	from	ADP
dem-1068	154	53	april	april	PROPN
dem-1068	154	54	1992	1992	NUM
dem-1068	154	55	until	until	ADP
dem-1068	154	56	august	august	PROPN
dem-1068	154	57	1993	1993	NUM
dem-1068	154	58	we	we	PRON
dem-1068	154	59	can	can	AUX
dem-1068	154	60	talk	talk	VERB
dem-1068	154	61	about	about	ADP
dem-1068	154	62	a	a	DET
dem-1068	154	63	significant	significant	ADJ
dem-1068	154	64	phase	phase	NOUN
dem-1068	154	65	of	of	ADP
dem-1068	154	66	the	the	DET
dem-1068	154	67	growth	growth	NOUN
dem-1068	154	68	of	of	ADP
dem-1068	154	69	the	the	DET
dem-1068	154	70	process	process	NOUN
dem-1068	154	71	variance	variance	NOUN
dem-1068	154	72	,	,	PUNCT
dem-1068	154	73	which	which	PRON
dem-1068	154	74	points	point	VERB
dem-1068	154	75	to	to	ADP
dem-1068	154	76	the	the	DET
dem-1068	154	77	price	price	NOUN
dem-1068	154	78	war	war	NOUN
dem-1068	154	79	.	.	PUNCT
dem-1068	155	1	it	it	PRON
dem-1068	155	2	is	be	AUX
dem-1068	155	3	the	the	DET
dem-1068	155	4	period	period	NOUN
dem-1068	155	5	of	of	ADP
dem-1068	155	6	the	the	DET
dem-1068	155	7	announcement	announcement	NOUN
dem-1068	155	8	by	by	ADP
dem-1068	155	9	adm	adm	PROPN
dem-1068	155	10	(	(	PUNCT
dem-1068	155	11	precisely	precisely	ADV
dem-1068	155	12	april	april	PROPN
dem-1068	155	13	1992	1992	NUM
dem-1068	155	14	)	)	PUNCT
dem-1068	155	15	of	of	ADP
dem-1068	155	16	the	the	DET
dem-1068	155	17	proposition	proposition	NOUN
dem-1068	155	18	to	to	PART
dem-1068	155	19	establish	establish	VERB
dem-1068	155	20	the	the	DET
dem-1068	155	21	‘	'	PUNCT
dem-1068	155	22	amino	amino	ADJ
dem-1068	155	23	acids	acid	NOUN
dem-1068	155	24	manufacturer	manufacturer	NOUN
dem-1068	155	25	society	society	NOUN
dem-1068	155	26	’	'	PUNCT
dem-1068	155	27	,	,	PUNCT
dem-1068	155	28	until	until	ADP
dem-1068	155	29	august	august	PROPN
dem-1068	155	30	1993	1993	NUM
dem-1068	155	31	,	,	PUNCT
dem-1068	155	32	which	which	PRON
dem-1068	155	33	is	be	AUX
dem-1068	155	34	around	around	ADV
dem-1068	155	35	two	two	NUM
dem-1068	155	36	months	month	NOUN
dem-1068	155	37	before	before	ADP
dem-1068	155	38	the	the	DET
dem-1068	155	39	irvine	irvine	PROPN
dem-1068	155	40	meeting	meeting	NOUN
dem-1068	155	41	(	(	PUNCT
dem-1068	155	42	where	where	SCONJ
dem-1068	155	43	representatives	representative	NOUN
dem-1068	155	44	of	of	ADP
dem-1068	155	45	two	two	NUM
dem-1068	155	46	main	main	ADJ
dem-1068	155	47	players	player	NOUN
dem-1068	155	48	,	,	PUNCT
dem-1068	155	49	amd	amd	NOUN
dem-1068	155	50	and	and	CCONJ
dem-1068	155	51	ajinomoto	ajinomoto	NOUN
dem-1068	155	52	had	have	AUX
dem-1068	155	53	confidentially	confidentially	ADV
dem-1068	155	54	agreed	agree	VERB
dem-1068	155	55	cartel	cartel	NOUN
dem-1068	155	56	quotas	quota	NOUN
dem-1068	155	57	of	of	ADP
dem-1068	155	58	lysine	lysine	NOUN
dem-1068	155	59	supply	supply	NOUN
dem-1068	155	60	,	,	PUNCT
dem-1068	155	61	as	as	SCONJ
dem-1068	155	62	they	they	PRON
dem-1068	155	63	further	far	ADV
dem-1068	155	64	witnessed	witness	VERB
dem-1068	155	65	)	)	PUNCT
dem-1068	155	66	,	,	PUNCT
dem-1068	155	67	1	1	NUM
dem-1068	155	68	7	7	NUM
dem-1068	155	69	13	13	NUM
dem-1068	155	70	19	19	NUM
dem-1068	155	71	25	25	NUM
dem-1068	155	72	31	31	NUM
dem-1068	155	73	37	37	NUM
dem-1068	155	74	43	43	NUM
dem-1068	155	75	49	49	NUM
dem-1068	155	76	55	55	NUM
dem-1068	155	77	61	61	NUM
dem-1068	155	78	67	67	NUM
dem-1068	155	79	73	73	NUM
dem-1068	155	80	0,4	0,4	NUM
dem-1068	155	81	0,5	0,5	NUM
dem-1068	155	82	0,6	0,6	NUM
dem-1068	155	83	0,7	0,7	NUM
dem-1068	155	84	0,8	0,8	NUM
dem-1068	155	85	0,9	0,9	NUM
dem-1068	155	86	1	1	NUM
dem-1068	155	87	1,1	1,1	NUM
dem-1068	155	88	1,2	1,2	NUM
dem-1068	155	89	1,3	1,3	NUM
dem-1068	155	90	1,4	1,4	NUM
dem-1068	155	91	ja	ja	PROPN
dem-1068	155	92	n90	n90	PROPN
dem-1068	155	93	m	m	PROPN
dem-1068	155	94	ay	ay	NOUN
dem-1068	155	95	-9	-9	PROPN
dem-1068	155	96	0	0	PROPN
dem-1068	155	97	s	s	PART
dem-1068	155	98	ep	ep	NOUN
dem-1068	155	99	-9	-9	PROPN
dem-1068	155	100	0	0	PROPN
dem-1068	156	1	ja	ja	PROPN
dem-1068	156	2	n91	n91	PROPN
dem-1068	156	3	m	m	VERB
dem-1068	156	4	ay	ay	NOUN
dem-1068	156	5	-9	-9	PROPN
dem-1068	156	6	1	1	PROPN
dem-1068	156	7	s	s	PART
dem-1068	156	8	ep	ep	NOUN
dem-1068	156	9	-9	-9	PROPN
dem-1068	156	10	1	1	NUM
dem-1068	156	11	ja	ja	PROPN
dem-1068	156	12	n92	n92	PROPN
dem-1068	156	13	m	m	PROPN
dem-1068	156	14	ay	ay	NOUN
dem-1068	156	15	-9	-9	PROPN
dem-1068	156	16	2	2	PROPN
dem-1068	156	17	s	s	PART
dem-1068	156	18	ep	ep	NOUN
dem-1068	156	19	-9	-9	PROPN
dem-1068	156	20	2	2	NUM
dem-1068	156	21	ja	ja	PROPN
dem-1068	156	22	n93	n93	PROPN
dem-1068	156	23	m	m	PROPN
dem-1068	156	24	ay	ay	NOUN
dem-1068	156	25	-9	-9	PROPN
dem-1068	156	26	3	3	PROPN
dem-1068	156	27	s	s	PART
dem-1068	156	28	ep	ep	NOUN
dem-1068	156	29	-9	-9	PROPN
dem-1068	156	30	3	3	NUM
dem-1068	156	31	ja	ja	PROPN
dem-1068	156	32	n94	n94	PROPN
dem-1068	156	33	m	m	PROPN
dem-1068	156	34	ay	ay	NOUN
dem-1068	156	35	-9	-9	PROPN
dem-1068	156	36	4	4	NUM
dem-1068	156	37	s	s	PART
dem-1068	156	38	ep	ep	NOUN
dem-1068	156	39	-9	-9	PROPN
dem-1068	156	40	4	4	NUM
dem-1068	156	41	ja	ja	PROPN
dem-1068	156	42	n95	n95	PROPN
dem-1068	156	43	m	m	PROPN
dem-1068	156	44	ay	ay	NOUN
dem-1068	156	45	-9	-9	PROPN
dem-1068	156	46	5	5	PROPN
dem-1068	156	47	s	s	PART
dem-1068	156	48	ep	ep	NOUN
dem-1068	156	49	-9	-9	PROPN
dem-1068	156	50	5	5	NUM
dem-1068	156	51	ja	ja	PROPN
dem-1068	156	52	n96	n96	PROPN
dem-1068	156	53	m	m	PROPN
dem-1068	156	54	ay	ay	NOUN
dem-1068	156	55	-9	-9	PROPN
dem-1068	156	56	6	6	NUM
dem-1068	156	57	average	average	ADJ
dem-1068	156	58	price	price	NOUN
dem-1068	156	59	of	of	ADP
dem-1068	156	60	lysine	lysine	NOUN
dem-1068	156	61	(	(	PUNCT
dem-1068	156	62	usd	usd	NOUN
dem-1068	156	63	/	/	SYM
dem-1068	156	64	pound	pound	NOUN
dem-1068	156	65	)	)	PUNCT
dem-1068	156	66	detection	detection	NOUN
dem-1068	156	67	of	of	ADP
dem-1068	156	68	collusion	collusion	NOUN
dem-1068	156	69	equilibrium	equilibrium	NOUN
dem-1068	156	70	in	in	ADP
dem-1068	156	71	an	an	DET
dem-1068	156	72	industry	industry	NOUN
dem-1068	156	73	with	with	ADP
dem-1068	156	74	application	application	NOUN
dem-1068	156	75	of	of	ADP
dem-1068	156	76	wavelet	wavelet	NOUN
dem-1068	156	77	analysis	analysis	NOUN
dem-1068	156	78	167	167	NUM
dem-1068	156	79	c	c	NOUN
dem-1068	156	80	)	)	PUNCT
dem-1068	156	81	from	from	ADP
dem-1068	156	82	september	september	PROPN
dem-1068	156	83	1993	1993	NUM
dem-1068	156	84	,	,	PUNCT
dem-1068	156	85	therefore	therefore	ADV
dem-1068	156	86	exactly	exactly	ADV
dem-1068	156	87	a	a	DET
dem-1068	156	88	month	month	NOUN
dem-1068	156	89	before	before	ADP
dem-1068	156	90	the	the	DET
dem-1068	156	91	irvine	irvine	PROPN
dem-1068	156	92	meeting	meeting	NOUN
dem-1068	156	93	,	,	PUNCT
dem-1068	156	94	a	a	DET
dem-1068	156	95	meaningful	meaningful	ADJ
dem-1068	156	96	drop	drop	NOUN
dem-1068	156	97	of	of	ADP
dem-1068	156	98	the	the	DET
dem-1068	156	99	process	process	NOUN
dem-1068	156	100	variance	variance	NOUN
dem-1068	156	101	occurs	occur	VERB
dem-1068	156	102	,	,	PUNCT
dem-1068	156	103	which	which	PRON
dem-1068	156	104	may	may	AUX
dem-1068	156	105	indicate	indicate	VERB
dem-1068	156	106	the	the	DET
dem-1068	156	107	establishment	establishment	NOUN
dem-1068	156	108	of	of	ADP
dem-1068	156	109	collusion	collusion	NOUN
dem-1068	156	110	and	and	CCONJ
dem-1068	156	111	the	the	DET
dem-1068	156	112	willingness	willingness	NOUN
dem-1068	156	113	to	to	PART
dem-1068	156	114	maintain	maintain	VERB
dem-1068	156	115	it	it	PRON
dem-1068	156	116	.	.	PUNCT
dem-1068	157	1	there	there	PRON
dem-1068	157	2	might	might	AUX
dem-1068	157	3	be	be	AUX
dem-1068	157	4	a	a	DET
dem-1068	157	5	certain	certain	ADJ
dem-1068	157	6	mistake	mistake	NOUN
dem-1068	157	7	in	in	ADP
dem-1068	157	8	pinpointing	pinpoint	VERB
dem-1068	157	9	the	the	DET
dem-1068	157	10	moment	moment	NOUN
dem-1068	157	11	of	of	ADP
dem-1068	157	12	change	change	NOUN
dem-1068	157	13	or	or	CCONJ
dem-1068	157	14	perhaps	perhaps	ADV
dem-1068	157	15	the	the	DET
dem-1068	157	16	players	player	NOUN
dem-1068	157	17	had	have	AUX
dem-1068	157	18	gone	go	VERB
dem-1068	157	19	into	into	ADP
dem-1068	157	20	informal	informal	ADJ
dem-1068	157	21	agreements	agreement	NOUN
dem-1068	157	22	before	before	ADP
dem-1068	157	23	the	the	DET
dem-1068	157	24	time	time	NOUN
dem-1068	157	25	they	they	PRON
dem-1068	157	26	indicated	indicate	VERB
dem-1068	157	27	in	in	ADP
dem-1068	157	28	their	their	PRON
dem-1068	157	29	testimonies	testimony	NOUN
dem-1068	157	30	.	.	PUNCT
dem-1068	158	1	comparing	compare	VERB
dem-1068	158	2	the	the	DET
dem-1068	158	3	results	result	NOUN
dem-1068	158	4	of	of	ADP
dem-1068	158	5	the	the	DET
dem-1068	158	6	wavelet	wavelet	NOUN
dem-1068	158	7	analysis	analysis	NOUN
dem-1068	158	8	with	with	ADP
dem-1068	158	9	familiar	familiar	ADJ
dem-1068	158	10	facts	fact	NOUN
dem-1068	158	11	from	from	ADP
dem-1068	158	12	the	the	DET
dem-1068	158	13	cartel	cartel	NOUN
dem-1068	158	14	history	history	NOUN
dem-1068	158	15	(	(	PUNCT
dem-1068	158	16	see	see	NOUN
dem-1068	158	17	:	:	PUNCT
dem-1068	158	18	connor	connor	NOUN
dem-1068	158	19	,	,	PUNCT
dem-1068	158	20	2000	2000	NUM
dem-1068	158	21	)	)	PUNCT
dem-1068	158	22	,	,	PUNCT
dem-1068	158	23	it	it	PRON
dem-1068	158	24	is	be	AUX
dem-1068	158	25	necessary	necessary	ADJ
dem-1068	158	26	to	to	PART
dem-1068	158	27	notice	notice	VERB
dem-1068	158	28	that	that	SCONJ
dem-1068	158	29	the	the	DET
dem-1068	158	30	analysis	analysis	NOUN
dem-1068	158	31	pointed	point	VERB
dem-1068	158	32	out	out	ADP
dem-1068	158	33	significant	significant	ADJ
dem-1068	158	34	changes	change	NOUN
dem-1068	158	35	in	in	ADP
dem-1068	158	36	the	the	DET
dem-1068	158	37	process	process	NOUN
dem-1068	158	38	variance	variance	NOUN
dem-1068	158	39	.	.	PUNCT
dem-1068	159	1	the	the	DET
dem-1068	159	2	discovered	discover	VERB
dem-1068	159	3	moments	moment	NOUN
dem-1068	159	4	of	of	ADP
dem-1068	159	5	change	change	NOUN
dem-1068	159	6	are	be	AUX
dem-1068	159	7	closely	closely	ADV
dem-1068	159	8	tied	tie	VERB
dem-1068	159	9	to	to	ADP
dem-1068	159	10	vital	vital	ADJ
dem-1068	159	11	facts	fact	NOUN
dem-1068	159	12	from	from	ADP
dem-1068	159	13	the	the	DET
dem-1068	159	14	cartel	cartel	NOUN
dem-1068	159	15	history	history	NOUN
dem-1068	159	16	,	,	PUNCT
dem-1068	159	17	therefore	therefore	ADV
dem-1068	159	18	we	we	PRON
dem-1068	159	19	can	can	AUX
dem-1068	159	20	assume	assume	VERB
dem-1068	159	21	that	that	SCONJ
dem-1068	159	22	they	they	PRON
dem-1068	159	23	indicate	indicate	VERB
dem-1068	159	24	the	the	DET
dem-1068	159	25	change	change	NOUN
dem-1068	159	26	in	in	ADP
dem-1068	159	27	the	the	DET
dem-1068	159	28	players	player	NOUN
dem-1068	159	29	’	’	PART
dem-1068	159	30	price	price	NOUN
dem-1068	159	31	behaviour	behaviour	NOUN
dem-1068	159	32	.	.	PUNCT
dem-1068	160	1	if	if	SCONJ
dem-1068	160	2	we	we	PRON
dem-1068	160	3	accept	accept	VERB
dem-1068	160	4	the	the	DET
dem-1068	160	5	proposed	propose	VERB
dem-1068	160	6	game	game	NOUN
dem-1068	160	7	theory	theory	NOUN
dem-1068	160	8	model	model	NOUN
dem-1068	160	9	(	(	PUNCT
dem-1068	160	10	bejger	bejger	NOUN
dem-1068	160	11	,	,	PUNCT
dem-1068	160	12	2010	2010	NUM
dem-1068	160	13	)	)	PUNCT
dem-1068	160	14	as	as	ADP
dem-1068	160	15	the	the	DET
dem-1068	160	16	theoretical	theoretical	ADJ
dem-1068	160	17	base	base	NOUN
dem-1068	160	18	for	for	ADP
dem-1068	160	19	that	that	DET
dem-1068	160	20	behaviour	behaviour	NOUN
dem-1068	160	21	,	,	PUNCT
dem-1068	160	22	changes	change	NOUN
dem-1068	160	23	in	in	ADP
dem-1068	160	24	the	the	DET
dem-1068	160	25	variance	variance	NOUN
dem-1068	160	26	correspond	correspond	NOUN
dem-1068	160	27	to	to	ADP
dem-1068	160	28	phases	phase	NOUN
dem-1068	160	29	of	of	ADP
dem-1068	160	30	the	the	DET
dem-1068	160	31	price	price	NOUN
dem-1068	160	32	war	war	NOUN
dem-1068	160	33	and	and	CCONJ
dem-1068	160	34	collusion	collusion	NOUN
dem-1068	160	35	.	.	PUNCT
dem-1068	161	1	in	in	ADP
dem-1068	161	2	confrontation	confrontation	NOUN
dem-1068	161	3	with	with	ADP
dem-1068	161	4	the	the	DET
dem-1068	161	5	to	to	ADP
dem-1068	161	6	-	-	PUNCT
dem-1068	161	7	date	date	NOUN
dem-1068	161	8	analyses	analysis	NOUN
dem-1068	161	9	of	of	ADP
dem-1068	161	10	the	the	DET
dem-1068	161	11	workings	working	NOUN
dem-1068	161	12	of	of	ADP
dem-1068	161	13	the	the	DET
dem-1068	161	14	cartel	cartel	NOUN
dem-1068	161	15	,	,	PUNCT
dem-1068	161	16	the	the	DET
dem-1068	161	17	present	present	ADJ
dem-1068	161	18	empirical	empirical	ADJ
dem-1068	161	19	study	study	NOUN
dem-1068	161	20	leads	lead	VERB
dem-1068	161	21	to	to	ADP
dem-1068	161	22	the	the	DET
dem-1068	161	23	following	follow	VERB
dem-1068	161	24	differences	difference	NOUN
dem-1068	161	25	in	in	ADP
dem-1068	161	26	the	the	DET
dem-1068	161	27	history	history	NOUN
dem-1068	161	28	evaluation	evaluation	NOUN
dem-1068	161	29	:	:	PUNCT
dem-1068	161	30			NOUN
dem-1068	161	31	price	price	NOUN
dem-1068	161	32	war	war	NOUN
dem-1068	161	33	phase	phase	NOUN
dem-1068	161	34	is	be	AUX
dem-1068	161	35	delayed	delay	VERB
dem-1068	161	36	by	by	ADP
dem-1068	161	37	around	around	ADV
dem-1068	161	38	12	12	NUM
dem-1068	161	39	months	month	NOUN
dem-1068	161	40	,	,	PUNCT
dem-1068	161	41			NOUN
dem-1068	161	42	first	first	ADJ
dem-1068	161	43	phase	phase	NOUN
dem-1068	161	44	of	of	ADP
dem-1068	161	45	collusion	collusion	NOUN
dem-1068	161	46	is	be	AUX
dem-1068	161	47	not	not	PART
dem-1068	161	48	clearly	clearly	ADV
dem-1068	161	49	distinguished	distinguish	VERB
dem-1068	161	50	.	.	PUNCT
dem-1068	162	1	on	on	ADP
dem-1068	162	2	the	the	DET
dem-1068	162	3	one	one	NUM
dem-1068	162	4	hand	hand	NOUN
dem-1068	162	5	,	,	PUNCT
dem-1068	162	6	those	those	DET
dem-1068	162	7	differences	difference	NOUN
dem-1068	162	8	may	may	AUX
dem-1068	162	9	be	be	AUX
dem-1068	162	10	caused	cause	VERB
dem-1068	162	11	by	by	ADP
dem-1068	162	12	a	a	DET
dem-1068	162	13	small	small	ADJ
dem-1068	162	14	sample	sample	NOUN
dem-1068	162	15	series	series	NOUN
dem-1068	162	16	,	,	PUNCT
dem-1068	162	17	which	which	PRON
dem-1068	162	18	disables	disable	VERB
dem-1068	162	19	wavelet	wavelet	NOUN
dem-1068	162	20	analysis	analysis	NOUN
dem-1068	162	21	at	at	ADP
dem-1068	162	22	higher	high	ADJ
dem-1068	162	23	decomposition	decomposition	NOUN
dem-1068	162	24	levels	level	NOUN
dem-1068	162	25	,	,	PUNCT
dem-1068	162	26	on	on	ADP
dem-1068	162	27	the	the	DET
dem-1068	162	28	other	other	ADJ
dem-1068	162	29	they	they	PRON
dem-1068	162	30	may	may	AUX
dem-1068	162	31	point	point	VERB
dem-1068	162	32	to	to	ADP
dem-1068	162	33	a	a	DET
dem-1068	162	34	history	history	NOUN
dem-1068	162	35	of	of	ADP
dem-1068	162	36	lysine	lysine	NOUN
dem-1068	162	37	industry	industry	NOUN
dem-1068	162	38	collusion	collusion	NOUN
dem-1068	162	39	that	that	PRON
dem-1068	162	40	is	be	AUX
dem-1068	162	41	much	much	ADV
dem-1068	162	42	different	different	ADJ
dem-1068	162	43	from	from	ADP
dem-1068	162	44	the	the	DET
dem-1068	162	45	one	one	NOUN
dem-1068	162	46	generally	generally	ADV
dem-1068	162	47	accepted	accept	VERB
dem-1068	162	48	.	.	PUNCT
dem-1068	163	1	conclusions	conclusion	NOUN
dem-1068	163	2	taking	take	VERB
dem-1068	163	3	as	as	ADP
dem-1068	163	4	an	an	DET
dem-1068	163	5	theoretical	theoretical	ADJ
dem-1068	163	6	motivation	motivation	NOUN
dem-1068	163	7	the	the	DET
dem-1068	163	8	model	model	NOUN
dem-1068	163	9	of	of	ADP
dem-1068	163	10	strategic	strategic	ADJ
dem-1068	163	11	behaviour	behaviour	NOUN
dem-1068	163	12	of	of	ADP
dem-1068	163	13	the	the	DET
dem-1068	163	14	players	player	NOUN
dem-1068	163	15	in	in	ADP
dem-1068	163	16	an	an	DET
dem-1068	163	17	industry	industry	NOUN
dem-1068	163	18	with	with	ADP
dem-1068	163	19	the	the	DET
dem-1068	163	20	assumption	assumption	NOUN
dem-1068	163	21	of	of	ADP
dem-1068	163	22	time	time	NOUN
dem-1068	163	23	-	-	PUNCT
dem-1068	163	24	fixed	fix	VERB
dem-1068	163	25	cartel	cartel	NOUN
dem-1068	163	26	quotas	quota	NOUN
dem-1068	163	27	(	(	PUNCT
dem-1068	163	28	market	market	NOUN
dem-1068	163	29	shares	share	NOUN
dem-1068	163	30	)	)	PUNCT
dem-1068	163	31	an	an	DET
dem-1068	163	32	attempt	attempt	NOUN
dem-1068	163	33	of	of	ADP
dem-1068	163	34	explaining	explain	VERB
dem-1068	163	35	the	the	DET
dem-1068	163	36	behaviour	behaviour	NOUN
dem-1068	163	37	of	of	ADP
dem-1068	163	38	the	the	DET
dem-1068	163	39	players	player	NOUN
dem-1068	163	40	in	in	ADP
dem-1068	163	41	the	the	DET
dem-1068	163	42	industry	industry	NOUN
dem-1068	163	43	of	of	ADP
dem-1068	163	44	lysine	lysine	NOUN
dem-1068	163	45	manufacturers	manufacturer	NOUN
dem-1068	163	46	in	in	ADP
dem-1068	163	47	the	the	DET
dem-1068	163	48	years	year	NOUN
dem-1068	163	49	1990	1990	NUM
dem-1068	163	50	–	–	PUNCT
dem-1068	163	51	1996	1996	NUM
dem-1068	163	52	was	be	AUX
dem-1068	163	53	made	make	VERB
dem-1068	163	54	.	.	PUNCT
dem-1068	164	1	the	the	DET
dem-1068	164	2	model	model	NOUN
dem-1068	164	3	provides	provide	VERB
dem-1068	164	4	theoretical	theoretical	ADJ
dem-1068	164	5	support	support	NOUN
dem-1068	164	6	to	to	ADP
dem-1068	164	7	the	the	DET
dem-1068	164	8	method	method	NOUN
dem-1068	164	9	of	of	ADP
dem-1068	164	10	the	the	DET
dem-1068	164	11	detection	detection	NOUN
dem-1068	164	12	of	of	ADP
dem-1068	164	13	collusion	collusion	NOUN
dem-1068	164	14	based	base	VERB
dem-1068	164	15	on	on	ADP
dem-1068	164	16	the	the	DET
dem-1068	164	17	analysis	analysis	NOUN
dem-1068	164	18	of	of	ADP
dem-1068	164	19	the	the	DET
dem-1068	164	20	variance	variance	NOUN
dem-1068	164	21	of	of	ADP
dem-1068	164	22	the	the	DET
dem-1068	164	23	market	market	NOUN
dem-1068	164	24	price	price	NOUN
dem-1068	164	25	process	process	NOUN
dem-1068	164	26	,	,	PUNCT
dem-1068	164	27	as	as	ADV
dem-1068	164	28	well	well	ADV
dem-1068	164	29	.	.	PUNCT
dem-1068	165	1	for	for	ADP
dem-1068	165	2	empirical	empirical	ADJ
dem-1068	165	3	evaluation	evaluation	NOUN
dem-1068	165	4	the	the	DET
dem-1068	165	5	marker	marker	NOUN
dem-1068	165	6	of	of	ADP
dem-1068	165	7	variance	variance	NOUN
dem-1068	165	8	change	change	NOUN
dem-1068	165	9	was	be	AUX
dem-1068	165	10	applied	apply	VERB
dem-1068	165	11	for	for	ADP
dem-1068	165	12	a	a	DET
dem-1068	165	13	series	series	NOUN
dem-1068	165	14	of	of	ADP
dem-1068	165	15	average	average	ADJ
dem-1068	165	16	lysine	lysine	NOUN
dem-1068	165	17	prices	price	NOUN
dem-1068	165	18	on	on	ADP
dem-1068	165	19	the	the	DET
dem-1068	165	20	usa	usa	PROPN
dem-1068	165	21	market	market	NOUN
dem-1068	165	22	in	in	ADP
dem-1068	165	23	the	the	DET
dem-1068	165	24	studied	studied	ADJ
dem-1068	165	25	period	period	NOUN
dem-1068	165	26	.	.	PUNCT
dem-1068	166	1	wavelet	wavelet	NOUN
dem-1068	166	2	analysis	analysis	NOUN
dem-1068	166	3	was	be	AUX
dem-1068	166	4	employed	employ	VERB
dem-1068	166	5	,	,	PUNCT
dem-1068	166	6	for	for	ADP
dem-1068	166	7	the	the	DET
dem-1068	166	8	first	first	ADJ
dem-1068	166	9	time	time	NOUN
dem-1068	166	10	in	in	ADP
dem-1068	166	11	such	such	DET
dem-1068	166	12	a	a	DET
dem-1068	166	13	context	context	NOUN
dem-1068	166	14	,	,	PUNCT
dem-1068	166	15	as	as	ADP
dem-1068	166	16	the	the	DET
dem-1068	166	17	econometric	econometric	ADJ
dem-1068	166	18	method	method	NOUN
dem-1068	166	19	of	of	ADP
dem-1068	166	20	the	the	DET
dem-1068	166	21	detection	detection	NOUN
dem-1068	166	22	of	of	ADP
dem-1068	166	23	structural	structural	ADJ
dem-1068	166	24	changes	change	NOUN
dem-1068	166	25	in	in	ADP
dem-1068	166	26	the	the	DET
dem-1068	166	27	variance	variance	NOUN
dem-1068	166	28	.	.	PUNCT
dem-1068	167	1	the	the	DET
dem-1068	167	2	proposed	propose	VERB
dem-1068	167	3	method	method	NOUN
dem-1068	167	4	of	of	ADP
dem-1068	167	5	detection	detection	NOUN
dem-1068	167	6	proved	prove	VERB
dem-1068	167	7	to	to	PART
dem-1068	167	8	be	be	AUX
dem-1068	167	9	very	very	ADV
dem-1068	167	10	useful	useful	ADJ
dem-1068	167	11	,	,	PUNCT
dem-1068	167	12	indicating	indicate	VERB
dem-1068	167	13	the	the	DET
dem-1068	167	14	significant	significant	ADJ
dem-1068	167	15	changes	change	NOUN
dem-1068	167	16	of	of	ADP
dem-1068	167	17	the	the	DET
dem-1068	167	18	variance	variance	NOUN
dem-1068	167	19	regime	regime	NOUN
dem-1068	167	20	and	and	CCONJ
dem-1068	167	21	precisely	precisely	ADV
dem-1068	167	22	detecting	detect	VERB
dem-1068	167	23	the	the	DET
dem-1068	167	24	moments	moment	NOUN
dem-1068	167	25	of	of	ADP
dem-1068	167	26	such	such	ADJ
dem-1068	167	27	changes	change	NOUN
dem-1068	167	28	,	,	PUNCT
dem-1068	167	29	closely	closely	ADV
dem-1068	167	30	connected	connect	VERB
dem-1068	167	31	to	to	ADP
dem-1068	167	32	the	the	DET
dem-1068	167	33	key	key	ADJ
dem-1068	167	34	dates	date	NOUN
dem-1068	167	35	in	in	ADP
dem-1068	167	36	the	the	DET
dem-1068	167	37	history	history	NOUN
dem-1068	167	38	of	of	ADP
dem-1068	167	39	the	the	DET
dem-1068	167	40	cartel	cartel	NOUN
dem-1068	167	41	.	.	PUNCT
dem-1068	168	1	while	while	SCONJ
dem-1068	168	2	enumerating	enumerate	VERB
dem-1068	168	3	the	the	DET
dem-1068	168	4	advantages	advantage	NOUN
dem-1068	168	5	of	of	ADP
dem-1068	168	6	wavelet	wavelet	NOUN
dem-1068	168	7	analysis	analysis	NOUN
dem-1068	168	8	in	in	ADP
dem-1068	168	9	the	the	DET
dem-1068	168	10	proposed	propose	VERB
dem-1068	168	11	application	application	NOUN
dem-1068	168	12	,	,	PUNCT
dem-1068	168	13	it	it	PRON
dem-1068	168	14	is	be	AUX
dem-1068	168	15	essential	essential	ADJ
dem-1068	168	16	to	to	PART
dem-1068	168	17	mention	mention	VERB
dem-1068	168	18	:	:	PUNCT
dem-1068	168	19			NOUN
dem-1068	168	20	parsimony	parsimony	NOUN
dem-1068	168	21	of	of	ADP
dem-1068	168	22	specification	specification	NOUN
dem-1068	168	23	–	–	PUNCT
dem-1068	168	24	as	as	ADP
dem-1068	168	25	a	a	DET
dem-1068	168	26	non	non	ADJ
dem-1068	168	27	-	-	ADJ
dem-1068	168	28	parametric	parametric	ADJ
dem-1068	168	29	method	method	NOUN
dem-1068	168	30	it	it	PRON
dem-1068	168	31	is	be	AUX
dem-1068	168	32	not	not	PART
dem-1068	168	33	burdened	burden	VERB
dem-1068	168	34	with	with	ADP
dem-1068	168	35	specification	specification	NOUN
dem-1068	168	36	error	error	NOUN
dem-1068	168	37	of	of	ADP
dem-1068	168	38	the	the	DET
dem-1068	168	39	econometric	econometric	ADJ
dem-1068	168	40	model	model	NOUN
dem-1068	168	41	,	,	PUNCT
dem-1068	168	42	sylwester	sylwester	NOUN
dem-1068	168	43	bejger	bejger	NOUN
dem-1068	168	44	,	,	PUNCT
dem-1068	168	45	joanna	joanna	PROPN
dem-1068	168	46	bruzda	bruzda	VERB
dem-1068	168	47	168	168	NUM
dem-1068	168	48			PROPN
dem-1068	168	49	simplicity	simplicity	NOUN
dem-1068	168	50	of	of	ADP
dem-1068	168	51	application	application	NOUN
dem-1068	168	52	–	–	PUNCT
dem-1068	168	53	the	the	DET
dem-1068	168	54	work	work	NOUN
dem-1068	168	55	indispensable	indispensable	ADJ
dem-1068	168	56	to	to	PART
dem-1068	168	57	apply	apply	VERB
dem-1068	168	58	the	the	DET
dem-1068	168	59	method	method	NOUN
dem-1068	168	60	to	to	ADP
dem-1068	168	61	the	the	DET
dem-1068	168	62	data	data	NOUN
dem-1068	168	63	is	be	AUX
dem-1068	168	64	minimal	minimal	ADJ
dem-1068	168	65	.	.	PUNCT
dem-1068	169	1	therefore	therefore	ADV
dem-1068	169	2	,	,	PUNCT
dem-1068	169	3	the	the	DET
dem-1068	169	4	method	method	NOUN
dem-1068	169	5	is	be	AUX
dem-1068	169	6	quick	quick	ADJ
dem-1068	169	7	in	in	ADP
dem-1068	169	8	application	application	NOUN
dem-1068	169	9	,	,	PUNCT
dem-1068	169	10			NOUN
dem-1068	169	11	precise	precise	ADJ
dem-1068	169	12	indication	indication	NOUN
dem-1068	169	13	of	of	ADP
dem-1068	169	14	the	the	DET
dem-1068	169	15	moment	moment	NOUN
dem-1068	169	16	of	of	ADP
dem-1068	169	17	variance	variance	NOUN
dem-1068	169	18	change	change	NOUN
dem-1068	169	19	,	,	PUNCT
dem-1068	169	20	without	without	ADP
dem-1068	169	21	any	any	DET
dem-1068	169	22	assumptions	assumption	NOUN
dem-1068	169	23	as	as	ADP
dem-1068	169	24	to	to	ADP
dem-1068	169	25	their	their	PRON
dem-1068	169	26	localization	localization	NOUN
dem-1068	169	27	.	.	PUNCT
dem-1068	170	1	the	the	DET
dem-1068	170	2	method	method	NOUN
dem-1068	170	3	is	be	AUX
dem-1068	170	4	thus	thus	ADV
dem-1068	170	5	absolutely	absolutely	ADV
dem-1068	170	6	objective	objective	ADJ
dem-1068	170	7	,	,	PUNCT
dem-1068	170	8			NOUN
dem-1068	170	9	possibility	possibility	NOUN
dem-1068	170	10	of	of	ADP
dem-1068	170	11	preliminary	preliminary	ADJ
dem-1068	170	12	,	,	PUNCT
dem-1068	170	13	graphic	graphic	ADJ
dem-1068	170	14	assessment	assessment	NOUN
dem-1068	170	15	of	of	ADP
dem-1068	170	16	the	the	DET
dem-1068	170	17	variance	variance	NOUN
dem-1068	170	18	changes	change	NOUN
dem-1068	170	19	by	by	ADP
dem-1068	170	20	means	mean	NOUN
dem-1068	170	21	of	of	ADP
dem-1068	170	22	modwt	modwt	NOUN
dem-1068	170	23	charts	chart	NOUN
dem-1068	170	24	as	as	ADV
dem-1068	170	25	well	well	ADV
dem-1068	170	26	as	as	ADP
dem-1068	170	27	rolling	roll	VERB
dem-1068	170	28	wavelet	wavelet	NOUN
dem-1068	170	29	variances	variance	NOUN
dem-1068	170	30	.	.	PUNCT
dem-1068	171	1	among	among	ADP
dem-1068	171	2	the	the	DET
dem-1068	171	3	drawbacks	drawback	NOUN
dem-1068	171	4	to	to	ADP
dem-1068	171	5	wavelet	wavelet	NOUN
dem-1068	171	6	analysis	analysis	NOUN
dem-1068	171	7	we	we	PRON
dem-1068	171	8	can	can	AUX
dem-1068	171	9	indicate	indicate	VERB
dem-1068	171	10	relatively	relatively	ADV
dem-1068	171	11	high	high	ADJ
dem-1068	171	12	requirements	requirement	NOUN
dem-1068	171	13	as	as	ADP
dem-1068	171	14	to	to	ADP
dem-1068	171	15	the	the	DET
dem-1068	171	16	length	length	NOUN
dem-1068	171	17	of	of	ADP
dem-1068	171	18	the	the	DET
dem-1068	171	19	observation	observation	NOUN
dem-1068	171	20	series	series	NOUN
dem-1068	171	21	and	and	CCONJ
dem-1068	171	22	the	the	DET
dem-1068	171	23	lack	lack	NOUN
dem-1068	171	24	of	of	ADP
dem-1068	171	25	the	the	DET
dem-1068	171	26	direct	direct	ADJ
dem-1068	171	27	link	link	NOUN
dem-1068	171	28	of	of	ADP
dem-1068	171	29	the	the	DET
dem-1068	171	30	method	method	NOUN
dem-1068	171	31	to	to	ADP
dem-1068	171	32	the	the	DET
dem-1068	171	33	structure	structure	NOUN
dem-1068	171	34	of	of	ADP
dem-1068	171	35	equilibrium	equilibrium	NOUN
dem-1068	171	36	strategy	strategy	NOUN
dem-1068	171	37	(	(	PUNCT
dem-1068	171	38	as	as	SCONJ
dem-1068	171	39	it	it	PRON
dem-1068	171	40	takes	take	VERB
dem-1068	171	41	place	place	NOUN
dem-1068	171	42	in	in	ADP
dem-1068	171	43	e.g.	e.g.	ADV
dem-1068	171	44	the	the	DET
dem-1068	171	45	application	application	NOUN
dem-1068	171	46	of	of	ADP
dem-1068	171	47	markov	markov	NOUN
dem-1068	171	48	switching	switch	VERB
dem-1068	171	49	model	model	NOUN
dem-1068	171	50	of	of	ADP
dem-1068	171	51	ms	ms	PROPN
dem-1068	171	52	-	-	PUNCT
dem-1068	171	53	ar	ar	NOUN
dem-1068	171	54	-	-	PUNCT
dem-1068	171	55	garch	garch	NOUN
dem-1068	171	56	type	type	NOUN
dem-1068	171	57	)	)	PUNCT
dem-1068	171	58	.	.	PUNCT
dem-1068	172	1	therefore	therefore	ADV
dem-1068	172	2	,	,	PUNCT
dem-1068	172	3	it	it	PRON
dem-1068	172	4	can	can	AUX
dem-1068	172	5	be	be	AUX
dem-1068	172	6	assessed	assess	VERB
dem-1068	172	7	that	that	SCONJ
dem-1068	172	8	wavelet	wavelet	NOUN
dem-1068	172	9	analysis	analysis	NOUN
dem-1068	172	10	in	in	ADP
dem-1068	172	11	the	the	DET
dem-1068	172	12	proposed	propose	VERB
dem-1068	172	13	application	application	NOUN
dem-1068	172	14	may	may	AUX
dem-1068	172	15	serve	serve	VERB
dem-1068	172	16	as	as	ADP
dem-1068	172	17	a	a	DET
dem-1068	172	18	preliminary	preliminary	ADJ
dem-1068	172	19	detector	detector	NOUN
dem-1068	172	20	of	of	ADP
dem-1068	172	21	the	the	DET
dem-1068	172	22	variance	variance	NOUN
dem-1068	172	23	changes	change	NOUN
dem-1068	172	24	because	because	SCONJ
dem-1068	172	25	its	its	PRON
dem-1068	172	26	application	application	NOUN
dem-1068	172	27	is	be	AUX
dem-1068	172	28	cheap	cheap	ADJ
dem-1068	172	29	and	and	CCONJ
dem-1068	172	30	quick	quick	ADJ
dem-1068	172	31	with	with	ADP
dem-1068	172	32	accurate	accurate	ADJ
dem-1068	172	33	findings	finding	NOUN
dem-1068	172	34	.	.	PUNCT
dem-1068	173	1	wherever	wherever	SCONJ
dem-1068	173	2	it	it	PRON
dem-1068	173	3	is	be	AUX
dem-1068	173	4	theoretically	theoretically	ADV
dem-1068	173	5	justified	justify	VERB
dem-1068	173	6	other	other	ADJ
dem-1068	173	7	methods	method	NOUN
dem-1068	173	8	may	may	AUX
dem-1068	173	9	then	then	ADV
dem-1068	173	10	be	be	AUX
dem-1068	173	11	applied	apply	VERB
dem-1068	173	12	with	with	ADP
dem-1068	173	13	the	the	DET
dem-1068	173	14	aim	aim	NOUN
dem-1068	173	15	of	of	ADP
dem-1068	173	16	further	further	ADJ
dem-1068	173	17	verification	verification	NOUN
dem-1068	173	18	of	of	ADP
dem-1068	173	19	the	the	DET
dem-1068	173	20	hypothesis	hypothesis	NOUN
dem-1068	173	21	of	of	ADP
dem-1068	173	22	collusion	collusion	NOUN
dem-1068	173	23	in	in	ADP
dem-1068	173	24	an	an	DET
dem-1068	173	25	industry	industry	NOUN
dem-1068	173	26	.	.	PUNCT
dem-1068	174	1	our	our	PRON
dem-1068	174	2	work	work	NOUN
dem-1068	174	3	has	have	VERB
dem-1068	174	4	a	a	DET
dem-1068	174	5	case	case	NOUN
dem-1068	174	6	–	–	PUNCT
dem-1068	174	7	study	study	NOUN
dem-1068	174	8	character	character	NOUN
dem-1068	174	9	so	so	SCONJ
dem-1068	174	10	our	our	PRON
dem-1068	174	11	conclusions	conclusion	NOUN
dem-1068	174	12	should	should	AUX
dem-1068	174	13	be	be	AUX
dem-1068	174	14	verified	verify	VERB
dem-1068	174	15	in	in	ADP
dem-1068	174	16	further	further	ADJ
dem-1068	174	17	research	research	NOUN
dem-1068	174	18	.	.	PUNCT
dem-1068	175	1	next	next	ADJ
dem-1068	175	2	steps	step	NOUN
dem-1068	175	3	in	in	ADP
dem-1068	175	4	the	the	DET
dem-1068	175	5	study	study	NOUN
dem-1068	175	6	will	will	AUX
dem-1068	175	7	be	be	AUX
dem-1068	175	8	the	the	DET
dem-1068	175	9	modification	modification	NOUN
dem-1068	175	10	of	of	ADP
dem-1068	175	11	the	the	DET
dem-1068	175	12	theoretical	theoretical	ADJ
dem-1068	175	13	model	model	NOUN
dem-1068	175	14	for	for	ADP
dem-1068	175	15	the	the	DET
dem-1068	175	16	strategies	strategy	NOUN
dem-1068	175	17	with	with	ADP
dem-1068	175	18	different	different	ADJ
dem-1068	175	19	penal	penal	ADJ
dem-1068	175	20	codes	code	NOUN
dem-1068	175	21	and	and	CCONJ
dem-1068	175	22	–	–	PUNCT
dem-1068	175	23	on	on	ADP
dem-1068	175	24	the	the	DET
dem-1068	175	25	empirical	empirical	ADJ
dem-1068	175	26	plane	plane	NOUN
dem-1068	175	27	–	–	PUNCT
dem-1068	175	28	an	an	DET
dem-1068	175	29	attempt	attempt	NOUN
dem-1068	175	30	to	to	PART
dem-1068	175	31	apply	apply	VERB
dem-1068	175	32	the	the	DET
dem-1068	175	33	wavelet	wavelet	NOUN
dem-1068	175	34	analysis	analysis	NOUN
dem-1068	175	35	of	of	ADP
dem-1068	175	36	variance	variance	NOUN
dem-1068	175	37	for	for	ADP
dem-1068	175	38	other	other	ADJ
dem-1068	175	39	price	price	NOUN
dem-1068	175	40	time	time	NOUN
dem-1068	175	41	series	series	NOUN
dem-1068	175	42	in	in	ADP
dem-1068	175	43	industries	industry	NOUN
dem-1068	175	44	susceptible	susceptible	ADJ
dem-1068	175	45	to	to	ADP
dem-1068	175	46	explicit	explicit	ADJ
dem-1068	175	47	or	or	CCONJ
dem-1068	175	48	tacit	tacit	ADJ
dem-1068	175	49	collusion	collusion	NOUN
dem-1068	175	50	.	.	PUNCT
dem-1068	176	1	references	reference	NOUN
dem-1068	176	2	abrantes	abrante	NOUN
dem-1068	176	3	-	-	PUNCT
dem-1068	176	4	metz	metz	PROPN
dem-1068	176	5	,	,	PUNCT
dem-1068	176	6	r.	r.	PROPN
dem-1068	176	7	,	,	PUNCT
dem-1068	176	8	froeb	froeb	PROPN
dem-1068	176	9	,	,	PUNCT
dem-1068	176	10	l.	l.	PROPN
dem-1068	176	11	,	,	PUNCT
dem-1068	176	12	geweke	geweke	NOUN
dem-1068	176	13	,	,	PUNCT
dem-1068	176	14	j.	j.	PROPN
dem-1068	176	15	,	,	PUNCT
dem-1068	176	16	taylor	taylor	PROPN
dem-1068	176	17	,	,	PUNCT
dem-1068	176	18	c.	c.	PROPN
dem-1068	176	19	(	(	PUNCT
dem-1068	176	20	2006	2006	NUM
dem-1068	176	21	)	)	PUNCT
dem-1068	176	22	,	,	PUNCT
dem-1068	176	23	a	a	DET
dem-1068	176	24	variance	variance	NOUN
dem-1068	176	25	screen	screen	NOUN
dem-1068	176	26	for	for	ADP
dem-1068	176	27	collusion	collusion	NOUN
dem-1068	176	28	,	,	PUNCT
dem-1068	176	29	international	international	ADJ
dem-1068	176	30	journal	journal	NOUN
dem-1068	176	31	of	of	ADP
dem-1068	176	32	industrial	industrial	ADJ
dem-1068	176	33	organization	organization	NOUN
dem-1068	176	34	24	24	NUM
dem-1068	176	35	,	,	PUNCT
dem-1068	176	36	467–486	467–486	NUM
dem-1068	176	37	athey	athey	PROPN
dem-1068	176	38	,	,	PUNCT
dem-1068	176	39	s.	s.	PROPN
dem-1068	176	40	,	,	PUNCT
dem-1068	176	41	bagwell	bagwell	PROPN
dem-1068	176	42	,	,	PUNCT
dem-1068	176	43	k.	k.	PROPN
dem-1068	176	44	,	,	PUNCT
dem-1068	176	45	sanchirico	sanchirico	PROPN
dem-1068	176	46	,	,	PUNCT
dem-1068	176	47	c.	c.	NOUN
dem-1068	176	48	(	(	PUNCT
dem-1068	176	49	2004	2004	NUM
dem-1068	176	50	)	)	PUNCT
dem-1068	176	51	,	,	PUNCT
dem-1068	176	52	collusion	collusion	NOUN
dem-1068	176	53	and	and	CCONJ
dem-1068	176	54	price	price	NOUN
dem-1068	176	55	rigidity	rigidity	NOUN
dem-1068	176	56	,	,	PUNCT
dem-1068	176	57	review	review	NOUN
dem-1068	176	58	of	of	ADP
dem-1068	176	59	economic	economic	ADJ
dem-1068	176	60	studies	study	NOUN
dem-1068	176	61	,	,	PUNCT
dem-1068	176	62	71	71	NUM
dem-1068	176	63	,	,	PUNCT
dem-1068	176	64	317–349	317–349	NUM
dem-1068	176	65	.	.	PUNCT
dem-1068	176	66	bejger	bejger	NOUN
dem-1068	176	67	,	,	PUNCT
dem-1068	176	68	s.	s.	PROPN
dem-1068	176	69	(	(	PUNCT
dem-1068	176	70	2010	2010	NUM
dem-1068	176	71	)	)	PUNCT
dem-1068	176	72	,	,	PUNCT
dem-1068	176	73	collusion	collusion	NOUN
dem-1068	176	74	and	and	CCONJ
dem-1068	176	75	seasonality	seasonality	NOUN
dem-1068	176	76	of	of	ADP
dem-1068	176	77	market	market	NOUN
dem-1068	176	78	price	price	NOUN
dem-1068	176	79	–	–	PUNCT
dem-1068	176	80	a	a	DET
dem-1068	176	81	case	case	NOUN
dem-1068	176	82	of	of	ADP
dem-1068	176	83	fixed	fix	VERB
dem-1068	176	84	market	market	NOUN
dem-1068	176	85	shares	share	NOUN
dem-1068	176	86	,	,	PUNCT
dem-1068	176	87	business	business	NOUN
dem-1068	176	88	and	and	CCONJ
dem-1068	176	89	economic	economic	ADJ
dem-1068	176	90	horizons	horizon	NOUN
dem-1068	176	91	,	,	PUNCT
dem-1068	176	92	vol	vol	NOUN
dem-1068	176	93	2	2	NUM
dem-1068	176	94	,	,	PUNCT
dem-1068	176	95	48–59	48–59	NUM
dem-1068	176	96	.	.	PUNCT
dem-1068	177	1	bejger	bejger	NOUN
dem-1068	177	2	,	,	PUNCT
dem-1068	177	3	s.	s.	PROPN
dem-1068	177	4	(	(	PUNCT
dem-1068	177	5	2009	2009	NUM
dem-1068	177	6	)	)	PUNCT
dem-1068	177	7	,	,	PUNCT
dem-1068	177	8	econometric	econometric	ADJ
dem-1068	177	9	tools	tool	NOUN
dem-1068	177	10	for	for	ADP
dem-1068	177	11	collusion	collusion	NOUN
dem-1068	177	12	detection	detection	NOUN
dem-1068	177	13	,	,	PUNCT
dem-1068	177	14	aunc	aunc	NOUN
dem-1068	177	15	ekonomia	ekonomia	PROPN
dem-1068	177	16	xxxix	xxxix	PROPN
dem-1068	177	17	,	,	PUNCT
dem-1068	177	18	125–132	125–132	NUM
dem-1068	177	19	.	.	PUNCT
dem-1068	178	1	bolotova	bolotova	PROPN
dem-1068	178	2	,	,	PUNCT
dem-1068	178	3	y.	y.	PROPN
dem-1068	178	4	,	,	PUNCT
dem-1068	178	5	connor	connor	PROPN
dem-1068	178	6	,	,	PUNCT
dem-1068	178	7	j.	j.	PROPN
dem-1068	178	8	m.	m.	PROPN
dem-1068	178	9	,	,	PUNCT
dem-1068	178	10	miller	miller	PROPN
dem-1068	178	11	,	,	PUNCT
dem-1068	178	12	d.	d.	PROPN
dem-1068	178	13	j.	j.	PROPN
dem-1068	178	14	(	(	PUNCT
dem-1068	178	15	2008	2008	NUM
dem-1068	178	16	)	)	PUNCT
dem-1068	178	17	,	,	PUNCT
dem-1068	178	18	the	the	DET
dem-1068	178	19	impact	impact	NOUN
dem-1068	178	20	of	of	ADP
dem-1068	178	21	collusion	collusion	NOUN
dem-1068	178	22	on	on	ADP
dem-1068	178	23	price	price	NOUN
dem-1068	178	24	behavior	behavior	NOUN
dem-1068	178	25	:	:	PUNCT
dem-1068	178	26	empirical	empirical	ADJ
dem-1068	178	27	results	result	NOUN
dem-1068	178	28	from	from	ADP
dem-1068	178	29	two	two	NUM
dem-1068	178	30	recent	recent	ADJ
dem-1068	178	31	cases	case	NOUN
dem-1068	178	32	,	,	PUNCT
dem-1068	178	33	international	international	ADJ
dem-1068	178	34	journal	journal	NOUN
dem-1068	178	35	of	of	ADP
dem-1068	178	36	industrial	industrial	ADJ
dem-1068	178	37	organization	organization	NOUN
dem-1068	178	38	26	26	NUM
dem-1068	178	39	,	,	PUNCT
dem-1068	178	40	1290–1307	1290–1307	NUM
dem-1068	178	41	.	.	PUNCT
dem-1068	179	1	connor	connor	PROPN
dem-1068	179	2	,	,	PUNCT
dem-1068	179	3	j.	j.	PROPN
dem-1068	179	4	(	(	PUNCT
dem-1068	179	5	2001	2001	NUM
dem-1068	179	6	)	)	PUNCT
dem-1068	179	7	,	,	PUNCT
dem-1068	179	8	our	our	PRON
dem-1068	179	9	customers	customer	NOUN
dem-1068	179	10	are	be	AUX
dem-1068	179	11	our	our	PRON
dem-1068	179	12	enemies	enemy	NOUN
dem-1068	179	13	”	"	PUNCT
dem-1068	179	14	:	:	PUNCT
dem-1068	179	15	the	the	DET
dem-1068	179	16	lysine	lysine	NOUN
dem-1068	179	17	cartel	cartel	NOUN
dem-1068	179	18	of	of	ADP
dem-1068	179	19	1992–1995	1992–1995	NUM
dem-1068	179	20	,	,	PUNCT
dem-1068	179	21	review	review	NOUN
dem-1068	179	22	of	of	ADP
dem-1068	179	23	industrial	industrial	ADJ
dem-1068	179	24	organization	organization	NOUN
dem-1068	179	25	,	,	PUNCT
dem-1068	179	26	18	18	NUM
dem-1068	179	27	,	,	PUNCT
dem-1068	179	28	5–21	5–21	PROPN
dem-1068	179	29	.	.	PUNCT
dem-1068	180	1	connor	connor	PROPN
dem-1068	180	2	,	,	PUNCT
dem-1068	180	3	j.	j.	PROPN
dem-1068	180	4	(	(	PUNCT
dem-1068	180	5	2000	2000	NUM
dem-1068	180	6	)	)	PUNCT
dem-1068	180	7	,	,	PUNCT
dem-1068	180	8	archer	archer	PROPN
dem-1068	180	9	daniels	daniels	PROPN
dem-1068	180	10	midland	midland	PROPN
dem-1068	180	11	:	:	PUNCT
dem-1068	180	12	price	price	NOUN
dem-1068	180	13	-	-	PUNCT
dem-1068	180	14	fixer	fixer	NOUN
dem-1068	180	15	to	to	ADP
dem-1068	180	16	the	the	DET
dem-1068	180	17	world	world	NOUN
dem-1068	180	18	,	,	PUNCT
dem-1068	180	19	staff	staff	NOUN
dem-1068	180	20	paper	paper	NOUN
dem-1068	180	21	no	no	INTJ
dem-1068	180	22	.	.	NOUN
dem-1068	180	23	00	00	NUM
dem-1068	180	24	-	-	SYM
dem-1068	180	25	11	11	NUM
dem-1068	180	26	,	,	PUNCT
dem-1068	180	27	department	department	NOUN
dem-1068	180	28	of	of	ADP
dem-1068	180	29	agricultural	agricultural	ADJ
dem-1068	180	30	economics	economic	NOUN
dem-1068	180	31	,	,	PUNCT
dem-1068	180	32	purdue	purdue	PROPN
dem-1068	180	33	university	university	NOUN
dem-1068	180	34	,	,	PUNCT
dem-1068	180	35	west	west	PROPN
dem-1068	180	36	lafayette	lafayette	PROPN
dem-1068	180	37	,	,	PUNCT
dem-1068	180	38	in	in	ADP
dem-1068	180	39	.	.	PUNCT
dem-1068	181	1	daubechies	daubechies	PROPN
dem-1068	181	2	,	,	PUNCT
dem-1068	181	3	i.	i.	PROPN
dem-1068	181	4	(	(	PUNCT
dem-1068	181	5	1992	1992	NUM
dem-1068	181	6	)	)	PUNCT
dem-1068	181	7	,	,	PUNCT
dem-1068	181	8	ten	ten	NUM
dem-1068	181	9	lectures	lecture	NOUN
dem-1068	181	10	on	on	ADP
dem-1068	181	11	wavelets	wavelet	NOUN
dem-1068	181	12	,	,	PUNCT
dem-1068	181	13	siam	siam	PROPN
dem-1068	181	14	,	,	PUNCT
dem-1068	181	15	philadelphia	philadelphia	PROPN
dem-1068	181	16	.	.	PUNCT
dem-1068	182	1	gençay	gençay	PROPN
dem-1068	182	2	,	,	PUNCT
dem-1068	182	3	r.	r.	PROPN
dem-1068	182	4	f.	f.	PROPN
dem-1068	182	5	,	,	PUNCT
dem-1068	182	6	selçuk	selçuk	PROPN
dem-1068	182	7	,	,	PUNCT
dem-1068	182	8	f.	f.	PROPN
dem-1068	182	9	,	,	PUNCT
dem-1068	182	10	whitcher	whitcher	NOUN
dem-1068	182	11	,	,	PUNCT
dem-1068	182	12	b.	b.	PROPN
dem-1068	182	13	(	(	PUNCT
dem-1068	182	14	2002	2002	NUM
dem-1068	182	15	)	)	PUNCT
dem-1068	182	16	,	,	PUNCT
dem-1068	182	17	an	an	DET
dem-1068	182	18	introduction	introduction	NOUN
dem-1068	182	19	to	to	ADP
dem-1068	182	20	wavelets	wavelet	NOUN
dem-1068	182	21	and	and	CCONJ
dem-1068	182	22	other	other	ADJ
dem-1068	182	23	filtering	filter	VERB
dem-1068	182	24	methods	method	NOUN
dem-1068	182	25	in	in	ADP
dem-1068	182	26	finance	finance	NOUN
dem-1068	182	27	and	and	CCONJ
dem-1068	182	28	economics	economic	NOUN
dem-1068	182	29	,	,	PUNCT
dem-1068	182	30	academic	academic	ADJ
dem-1068	182	31	press	press	NOUN
dem-1068	182	32	,	,	PUNCT
dem-1068	182	33	san	san	PROPN
dem-1068	182	34	diego	diego	PROPN
dem-1068	182	35	.	.	PUNCT
dem-1068	183	1	harrington	harrington	PROPN
dem-1068	183	2	,	,	PUNCT
dem-1068	183	3	j.	j.	PROPN
dem-1068	183	4	e.	e.	PROPN
dem-1068	183	5	(	(	PUNCT
dem-1068	183	6	2005	2005	NUM
dem-1068	183	7	)	)	PUNCT
dem-1068	183	8	,	,	PUNCT
dem-1068	183	9	detecting	detect	VERB
dem-1068	183	10	cartels	cartel	NOUN
dem-1068	183	11	,	,	PUNCT
dem-1068	183	12	working	working	NOUN
dem-1068	183	13	paper	paper	NOUN
dem-1068	183	14	,	,	PUNCT
dem-1068	183	15	john	john	PROPN
dem-1068	183	16	hopkins	hopkins	PROPN
dem-1068	183	17	university	university	PROPN
dem-1068	183	18	.	.	PUNCT
dem-1068	184	1	inclán	inclán	PROPN
dem-1068	184	2	,	,	PUNCT
dem-1068	184	3	c.	c.	PROPN
dem-1068	184	4	,	,	PUNCT
dem-1068	184	5	tiao	tiao	NOUN
dem-1068	184	6	,	,	PUNCT
dem-1068	184	7	g.	g.	PROPN
dem-1068	184	8	c.	c.	PROPN
dem-1068	184	9	(	(	PUNCT
dem-1068	184	10	1994	1994	NUM
dem-1068	184	11	)	)	PUNCT
dem-1068	184	12	,	,	PUNCT
dem-1068	184	13	use	use	NOUN
dem-1068	184	14	of	of	ADP
dem-1068	184	15	cumulative	cumulative	ADJ
dem-1068	184	16	sums	sum	NOUN
dem-1068	184	17	of	of	ADP
dem-1068	184	18	squares	square	NOUN
dem-1068	184	19	for	for	ADP
dem-1068	184	20	retrospective	retrospective	ADJ
dem-1068	184	21	detection	detection	NOUN
dem-1068	184	22	of	of	ADP
dem-1068	184	23	changes	change	NOUN
dem-1068	184	24	of	of	ADP
dem-1068	184	25	variance	variance	NOUN
dem-1068	184	26	,	,	PUNCT
dem-1068	184	27	journal	journal	NOUN
dem-1068	184	28	of	of	ADP
dem-1068	184	29	the	the	DET
dem-1068	184	30	american	american	PROPN
dem-1068	184	31	statistical	statistical	PROPN
dem-1068	184	32	association	association	NOUN
dem-1068	184	33	,	,	PUNCT
dem-1068	184	34	89	89	NUM
dem-1068	184	35	,	,	PUNCT
dem-1068	184	36	913–923	913–923	NUM
dem-1068	184	37	.	.	PUNCT
dem-1068	185	1	percival	percival	PROPN
dem-1068	185	2	,	,	PUNCT
dem-1068	185	3	d.	d.	PROPN
dem-1068	185	4	b.	b.	PROPN
dem-1068	185	5	,	,	PUNCT
dem-1068	185	6	walden	walden	PROPN
dem-1068	185	7	,	,	PUNCT
dem-1068	185	8	a.	a.	NOUN
dem-1068	185	9	t.	t.	PROPN
dem-1068	185	10	(	(	PUNCT
dem-1068	185	11	2000	2000	NUM
dem-1068	185	12	)	)	PUNCT
dem-1068	185	13	,	,	PUNCT
dem-1068	185	14	wavelet	wavelet	NOUN
dem-1068	185	15	methods	method	NOUN
dem-1068	185	16	for	for	ADP
dem-1068	185	17	time	time	NOUN
dem-1068	185	18	series	series	PROPN
dem-1068	185	19	analysis	analysis	PROPN
dem-1068	185	20	,	,	PUNCT
dem-1068	185	21	cambridge	cambridge	PROPN
dem-1068	185	22	university	university	PROPN
dem-1068	185	23	press	press	PROPN
dem-1068	185	24	,	,	PUNCT
dem-1068	185	25	cambridge	cambridge	PROPN
dem-1068	185	26	.	.	PUNCT
dem-1068	186	1	west	west	PROPN
dem-1068	186	2	,	,	PUNCT
dem-1068	186	3	k.	k.	PROPN
dem-1068	186	4	d.	d.	PROPN
dem-1068	186	5	,	,	PUNCT
dem-1068	186	6	cho	cho	PROPN
dem-1068	186	7	,	,	PUNCT
dem-1068	186	8	d.	d.	PROPN
dem-1068	186	9	(	(	PUNCT
dem-1068	186	10	1995	1995	NUM
dem-1068	186	11	)	)	PUNCT
dem-1068	186	12	,	,	PUNCT
dem-1068	186	13	the	the	DET
dem-1068	186	14	predictive	predictive	ADJ
dem-1068	186	15	ability	ability	NOUN
dem-1068	186	16	of	of	ADP
dem-1068	186	17	several	several	ADJ
dem-1068	186	18	models	model	NOUN
dem-1068	186	19	of	of	ADP
dem-1068	186	20	exchange	exchange	NOUN
dem-1068	186	21	rate	rate	NOUN
dem-1068	186	22	volatility	volatility	NOUN
dem-1068	186	23	,	,	PUNCT
dem-1068	186	24	journal	journal	NOUN
dem-1068	186	25	of	of	ADP
dem-1068	186	26	econometrics	econometric	NOUN
dem-1068	186	27	,	,	PUNCT
dem-1068	186	28	69	69	NUM
dem-1068	186	29	,	,	PUNCT
dem-1068	186	30	367–391	367–391	NUM
dem-1068	186	31	.	.	PUNCT
dem-1068	187	1	detection	detection	NOUN
dem-1068	187	2	of	of	ADP
dem-1068	187	3	collusion	collusion	NOUN
dem-1068	187	4	equilibrium	equilibrium	NOUN
dem-1068	187	5	in	in	ADP
dem-1068	187	6	an	an	DET
dem-1068	187	7	industry	industry	NOUN
dem-1068	187	8	with	with	ADP
dem-1068	187	9	application	application	NOUN
dem-1068	187	10	of	of	ADP
dem-1068	187	11	wavelet	wavelet	NOUN
dem-1068	187	12	analysis	analysis	NOUN
dem-1068	187	13	169	169	NUM
dem-1068	187	14	whitcher	whitcher	NOUN
dem-1068	187	15	,	,	PUNCT
dem-1068	187	16	b.	b.	PROPN
dem-1068	187	17	(	(	PUNCT
dem-1068	187	18	1998	1998	NUM
dem-1068	187	19	)	)	PUNCT
dem-1068	187	20	,	,	PUNCT
dem-1068	187	21	assessing	assess	VERB
dem-1068	187	22	nonstationary	nonstationary	ADJ
dem-1068	187	23	time	time	NOUN
dem-1068	187	24	series	series	PROPN
dem-1068	187	25	using	use	VERB
dem-1068	187	26	wavelets	wavelet	NOUN
dem-1068	187	27	,	,	PUNCT
dem-1068	187	28	phd	phd	NOUN
dem-1068	187	29	thesis	thesis	NOUN
dem-1068	187	30	,	,	PUNCT
dem-1068	187	31	university	university	PROPN
dem-1068	187	32	of	of	ADP
dem-1068	187	33	washington	washington	PROPN
dem-1068	187	34	.	.	PUNCT
dem-1068	188	1	whitcher	whitcher	PROPN
dem-1068	188	2	,	,	PUNCT
dem-1068	188	3	b.	b.	PROPN
dem-1068	188	4	,	,	PUNCT
dem-1068	188	5	byers	byer	NOUN
dem-1068	188	6	,	,	PUNCT
dem-1068	188	7	s.	s.	PROPN
dem-1068	188	8	d.	d.	PROPN
dem-1068	188	9	,	,	PUNCT
dem-1068	188	10	guttorp	guttorp	PROPN
dem-1068	188	11	,	,	PUNCT
dem-1068	188	12	p.	p.	PROPN
dem-1068	188	13	,	,	PUNCT
dem-1068	188	14	percival	percival	PROPN
dem-1068	188	15	,	,	PUNCT
dem-1068	188	16	d.	d.	PROPN
dem-1068	188	17	b.	b.	PROPN
dem-1068	188	18	(	(	PUNCT
dem-1068	188	19	2002	2002	NUM
dem-1068	188	20	)	)	PUNCT
dem-1068	188	21	,	,	PUNCT
dem-1068	188	22	testing	test	VERB
dem-1068	188	23	for	for	ADP
dem-1068	188	24	homogeneity	homogeneity	NOUN
dem-1068	188	25	of	of	ADP
dem-1068	188	26	variance	variance	NOUN
dem-1068	188	27	in	in	ADP
dem-1068	188	28	time	time	NOUN
dem-1068	188	29	series	series	PROPN
dem-1068	188	30	:	:	PUNCT
dem-1068	188	31	long	long	ADJ
dem-1068	188	32	memory	memory	NOUN
dem-1068	188	33	,	,	PUNCT
dem-1068	188	34	wavelets	wavelet	NOUN
dem-1068	188	35	and	and	CCONJ
dem-1068	188	36	the	the	DET
dem-1068	188	37	nile	nile	PROPN
dem-1068	188	38	river	river	PROPN
dem-1068	188	39	,	,	PUNCT
dem-1068	188	40	water	water	NOUN
dem-1068	188	41	resources	resource	NOUN
dem-1068	188	42	research	research	NOUN
dem-1068	188	43	,	,	PUNCT
dem-1068	188	44	38	38	NUM
dem-1068	188	45	,	,	PUNCT
dem-1068	188	46	1054–1070	1054–1070	NUM
dem-1068	188	47	.	.	PUNCT
dem-1068	189	1	whitcher	whitcher	PROPN
dem-1068	189	2	,	,	PUNCT
dem-1068	189	3	b.	b.	PROPN
dem-1068	189	4	,	,	PUNCT
dem-1068	189	5	guttorp	guttorp	PROPN
dem-1068	189	6	,	,	PUNCT
dem-1068	189	7	p.	p.	PROPN
dem-1068	189	8	,	,	PUNCT
dem-1068	189	9	percival	percival	PROPN
dem-1068	189	10	,	,	PUNCT
dem-1068	189	11	d.	d.	PROPN
dem-1068	189	12	b.	b.	PROPN
dem-1068	189	13	(	(	PUNCT
dem-1068	189	14	2000	2000	NUM
dem-1068	189	15	)	)	PUNCT
dem-1068	189	16	,	,	PUNCT
dem-1068	189	17	multiscale	multiscale	ADJ
dem-1068	189	18	detection	detection	NOUN
dem-1068	189	19	and	and	CCONJ
dem-1068	189	20	location	location	NOUN
dem-1068	189	21	of	of	ADP
dem-1068	189	22	multiple	multiple	ADJ
dem-1068	189	23	variance	variance	NOUN
dem-1068	189	24	changes	change	NOUN
dem-1068	189	25	in	in	ADP
dem-1068	189	26	the	the	DET
dem-1068	189	27	presence	presence	NOUN
dem-1068	189	28	of	of	ADP
dem-1068	189	29	long	long	ADJ
dem-1068	189	30	memory	memory	NOUN
dem-1068	189	31	,	,	PUNCT
dem-1068	189	32	journal	journal	NOUN
dem-1068	189	33	of	of	ADP
dem-1068	189	34	statistical	statistical	ADJ
dem-1068	189	35	computation	computation	NOUN
dem-1068	189	36	and	and	CCONJ
dem-1068	189	37	simulation	simulation	NOUN
dem-1068	189	38	,	,	PUNCT
dem-1068	189	39	68	68	NUM
dem-1068	189	40	,	,	PUNCT
dem-1068	189	41	65–88	65–88	NUM
dem-1068	189	42	.	.	PUNCT
dem-1068	190	1	detekcja	detekcja	PROPN
dem-1068	190	2	równowagi	równowagi	PROPN
dem-1068	190	3	zmowy	zmowy	PROPN
dem-1068	190	4	w	w	PROPN
dem-1068	190	5	branży	branży	PROPN
dem-1068	190	6	z	z	PROPN
dem-1068	190	7	wykorzystaniem	wykorzystaniem	PROPN
dem-1068	190	8	analizy	analizy	PROPN
dem-1068	190	9	falkowej	falkowej	PROPN
dem-1068	190	10	z	z	PROPN
dem-1068	190	11	a	a	DET
dem-1068	190	12	r	r	NOUN
dem-1068	190	13	y	y	PROPN
dem-1068	190	14	s	s	PROPN
dem-1068	190	15	t	t	NOUN
dem-1068	190	16	r	r	NOUN
dem-1068	190	17	e	e	PROPN
dem-1068	190	18	ś	ś	PROPN
dem-1068	190	19	c	c	PROPN
dem-1068	190	20	i.	i.	PROPN
dem-1068	190	21	artykuł	artykuł	PROPN
dem-1068	190	22	zawiera	zawiera	PROPN
dem-1068	190	23	empiryczne	empiryczne	PROPN
dem-1068	190	24	zastosowanie	zastosowanie	PROPN
dem-1068	190	25	markera	markera	PROPN
dem-1068	190	26	zmian	zmian	PROPN
dem-1068	190	27	strukturalnych	strukturalnych	PROPN
dem-1068	190	28	wariancji	wariancji	PROPN
dem-1068	190	29	procesu	procesu	PROPN
dem-1068	190	30	ceny	ceny	PROPN
dem-1068	190	31	rynkowej	rynkowej	PROPN
dem-1068	190	32	dla	dla	PROPN
dem-1068	190	33	szeregu	szeregu	PROPN
dem-1068	190	34	cen	cen	PROPN
dem-1068	190	35	średnich	średnich	PROPN
dem-1068	190	36	lysiny	lysiny	VERB
dem-1068	190	37	na	na	ADP
dem-1068	190	38	rynku	rynku	PROPN
dem-1068	190	39	usa	usa	PROPN
dem-1068	190	40	w	w	PROPN
dem-1068	190	41	latach	latach	PROPN
dem-1068	190	42	1990	1990	NUM
dem-1068	190	43	–	–	PUNCT
dem-1068	190	44	1996	1996	NUM
dem-1068	190	45	.	.	PUNCT
dem-1068	191	1	jako	jako	PROPN
dem-1068	191	2	metodę	metodę	PROPN
dem-1068	191	3	ekonometryczną	ekonometryczną	PROPN
dem-1068	191	4	detekcji	detekcji	PROPN
dem-1068	191	5	zmian	zmian	PROPN
dem-1068	191	6	strukturalnych	strukturalnych	PROPN
dem-1068	191	7	w	w	PROPN
dem-1068	191	8	wariancji	wariancji	PROPN
dem-1068	191	9	zastosowano	zastosowano	PROPN
dem-1068	191	10	,	,	PUNCT
dem-1068	191	11	po	po	PROPN
dem-1068	191	12	raz	raz	PROPN
dem-1068	191	13	pierwszy	pierwszy	PROPN
dem-1068	191	14	w	w	PROPN
dem-1068	191	15	tym	tym	PROPN
dem-1068	191	16	kontekście	kontekście	PROPN
dem-1068	191	17	,	,	PUNCT
dem-1068	191	18	analizę	analizę	ADJ
dem-1068	191	19	falkową	falkową	NOUN
dem-1068	191	20	.	.	PUNCT
dem-1068	192	1	metoda	metoda	PROPN
dem-1068	193	1	ta	ta	PROPN
dem-1068	193	2	ma	ma	PROPN
dem-1068	193	3	w	w	PROPN
dem-1068	193	4	omawianym	omawianym	PROPN
dem-1068	193	5	zakresie	zakresie	PROPN
dem-1068	193	6	aplikacji	aplikacji	PROPN
dem-1068	193	7	istotne	istotne	PROPN
dem-1068	193	8	zalety	zalety	NOUN
dem-1068	193	9	,	,	PUNCT
dem-1068	193	10	takie	takie	PROPN
dem-1068	193	11	jak	jak	PROPN
dem-1068	193	12	oszczędność	oszczędność	PROPN
dem-1068	193	13	w	w	PROPN
dem-1068	193	14	zakresie	zakresie	PROPN
dem-1068	193	15	wymaganych	wymaganych	PROPN
dem-1068	193	16	danych	danych	PROPN
dem-1068	193	17	statystycznych	statystycznych	NOUN
dem-1068	193	18	oraz	oraz	PROPN
dem-1068	193	19	bardzo	bardzo	X
dem-1068	193	20	dobre	dobre	PROPN
dem-1068	193	21	własności	własności	PROPN
dem-1068	193	22	lokalizacyjne	lokalizacyjne	PROPN
dem-1068	193	23	w	w	PROPN
dem-1068	193	24	dziedzinie	dziedzinie	PROPN
dem-1068	193	25	czasu	czasu	PROPN
dem-1068	193	26	.	.	PUNCT
dem-1068	194	1	w	w	PROPN
dem-1068	194	2	pracy	pracy	PROPN
dem-1068	194	3	wykorzystano	wykorzystano	PROPN
dem-1068	194	4	model	model	NOUN
dem-1068	194	5	teoretyczny	teoretyczny	PROPN
dem-1068	194	6	zachowań	zachowań	NOUN
dem-1068	194	7	strategicznych	strategicznych	NOUN
dem-1068	194	8	graczy	graczy	PROPN
dem-1068	194	9	w	w	PROPN
dem-1068	194	10	branży	branży	PROPN
dem-1068	194	11	motywujący	motywujący	PROPN
dem-1068	194	12	zastosowanie	zastosowanie	PROPN
dem-1068	194	13	wymienionego	wymienionego	PROPN
dem-1068	194	14	markera	markera	NOUN
dem-1068	194	15	.	.	PUNCT
dem-1068	195	1	s	s	PART
dem-1068	196	1	ł	ł	PROPN
dem-1068	196	2	o	o	X
dem-1068	196	3	w	w	NOUN
dem-1068	196	4	a	a	DET
dem-1068	196	5	k	k	X
dem-1068	196	6	l	l	NOUN
dem-1068	196	7	u	u	NOUN
dem-1068	197	1	c	c	NOUN
dem-1068	197	2	z	z	NOUN
dem-1068	197	3	o	o	X
dem-1068	197	4	w	w	PROPN
dem-1068	198	1	e	e	NOUN
dem-1068	198	2	:	:	PUNCT
dem-1068	198	3	zmowa	zmowa	NOUN
dem-1068	198	4	jawna	jawna	NOUN
dem-1068	198	5	i	i	PRON
dem-1068	198	6	milcząca	milcząca	NOUN
dem-1068	198	7	,	,	PUNCT
dem-1068	198	8	supergra	supergra	PROPN
dem-1068	198	9	ze	ze	PROPN
dem-1068	198	10	stała	stała	PROPN
dem-1068	198	11	strukturą	strukturą	PROPN
dem-1068	198	12	udziałów	udziałów	PROPN
dem-1068	199	1	w	w	PROPN
dem-1068	199	2	rynku	rynku	ADJ
dem-1068	199	3	,	,	PUNCT
dem-1068	199	4	lysina	lysina	NOUN
dem-1068	199	5	,	,	PUNCT
dem-1068	199	6	wariancja	wariancja	NOUN
dem-1068	199	7	ceny	ceny	NOUN
dem-1068	199	8	,	,	PUNCT
dem-1068	199	9	analiza	analiza	NOUN
dem-1068	199	10	falkowa	falkowa	NOUN
dem-1068	199	11	.	.	PUNCT