id	sid	tid	token	lemma	pos
fb494744g4q	1	1	randomized	randomized	ADJ
fb494744g4q	1	2	longitudinal	longitudinal	ADJ
fb494744g4q	1	3	designs	design	NOUN
fb494744g4q	1	4	are	be	AUX
fb494744g4q	1	5	commonly	commonly	ADV
fb494744g4q	1	6	used	use	VERB
fb494744g4q	1	7	in	in	ADP
fb494744g4q	1	8	medical	medical	ADJ
fb494744g4q	1	9	and	and	CCONJ
fb494744g4q	1	10	psychological	psychological	ADJ
fb494744g4q	1	11	studies	study	NOUN
fb494744g4q	1	12	to	to	PART
fb494744g4q	1	13	investigate	investigate	VERB
fb494744g4q	1	14	the	the	DET
fb494744g4q	1	15	treatment	treatment	NOUN
fb494744g4q	1	16	effect	effect	NOUN
fb494744g4q	1	17	of	of	ADP
fb494744g4q	1	18	an	an	DET
fb494744g4q	1	19	intervention	intervention	NOUN
fb494744g4q	1	20	method	method	NOUN
fb494744g4q	1	21	or	or	CCONJ
fb494744g4q	1	22	an	an	DET
fb494744g4q	1	23	experimental	experimental	ADJ
fb494744g4q	1	24	drug	drug	NOUN
fb494744g4q	1	25	.	.	PUNCT
fb494744g4q	2	1	traditional	traditional	ADJ
fb494744g4q	2	2	linear	linear	ADJ
fb494744g4q	2	3	mixed	mixed	ADJ
fb494744g4q	2	4	-	-	PUNCT
fb494744g4q	2	5	effects	effect	NOUN
fb494744g4q	2	6	models	model	NOUN
fb494744g4q	2	7	for	for	ADP
fb494744g4q	2	8	randomized	randomized	ADJ
fb494744g4q	2	9	longitudinal	longitudinal	ADJ
fb494744g4q	2	10	designs	design	NOUN
fb494744g4q	2	11	are	be	AUX
fb494744g4q	2	12	limited	limit	VERB
fb494744g4q	2	13	to	to	ADP
fb494744g4q	2	14	maximum	maximum	ADJ
fb494744g4q	2	15	likelihood	likelihood	NOUN
fb494744g4q	2	16	(	(	PUNCT
fb494744g4q	2	17	ml	ml	PROPN
fb494744g4q	2	18	)	)	PUNCT
fb494744g4q	2	19	methods	method	NOUN
fb494744g4q	2	20	which	which	PRON
fb494744g4q	2	21	assume	assume	VERB
fb494744g4q	2	22	data	datum	NOUN
fb494744g4q	2	23	are	be	AUX
fb494744g4q	2	24	missing	miss	VERB
fb494744g4q	2	25	at	at	ADP
fb494744g4q	2	26	random	random	ADJ
fb494744g4q	2	27	(	(	PUNCT
fb494744g4q	2	28	mar	mar	PROPN
fb494744g4q	2	29	)	)	PUNCT
fb494744g4q	2	30	.	.	PUNCT
fb494744g4q	3	1	in	in	ADP
fb494744g4q	3	2	practice	practice	NOUN
fb494744g4q	3	3	,	,	PUNCT
fb494744g4q	3	4	because	because	SCONJ
fb494744g4q	3	5	longitudinal	longitudinal	ADJ
fb494744g4q	3	6	data	datum	NOUN
fb494744g4q	3	7	are	be	AUX
fb494744g4q	3	8	likely	likely	ADJ
fb494744g4q	3	9	to	to	PART
fb494744g4q	3	10	be	be	AUX
fb494744g4q	3	11	missing	missing	ADJ
fb494744g4q	3	12	not	not	PART
fb494744g4q	3	13	at	at	ADP
fb494744g4q	3	14	random	random	ADJ
fb494744g4q	3	15	(	(	PUNCT
fb494744g4q	3	16	mnar	mnar	PROPN
fb494744g4q	3	17	)	)	PUNCT
fb494744g4q	3	18	,	,	PUNCT
fb494744g4q	3	19	the	the	DET
fb494744g4q	3	20	traditional	traditional	ADJ
fb494744g4q	3	21	ml	ml	PROPN
fb494744g4q	3	22	method	method	NOUN
fb494744g4q	3	23	might	might	AUX
fb494744g4q	3	24	lead	lead	VERB
fb494744g4q	3	25	to	to	ADP
fb494744g4q	3	26	severely	severely	ADV
fb494744g4q	3	27	biased	biased	ADJ
fb494744g4q	3	28	estimation	estimation	NOUN
fb494744g4q	3	29	results	result	NOUN
fb494744g4q	3	30	.	.	PUNCT
fb494744g4q	4	1	in	in	ADP
fb494744g4q	4	2	such	such	ADJ
fb494744g4q	4	3	cases	case	NOUN
fb494744g4q	4	4	,	,	PUNCT
fb494744g4q	4	5	an	an	DET
fb494744g4q	4	6	alternative	alternative	ADJ
fb494744g4q	4	7	approach	approach	NOUN
fb494744g4q	4	8	is	be	AUX
fb494744g4q	4	9	to	to	PART
fb494744g4q	4	10	utilize	utilize	VERB
fb494744g4q	4	11	pattern	pattern	NOUN
fb494744g4q	4	12	-	-	PUNCT
fb494744g4q	4	13	mixture	mixture	NOUN
fb494744g4q	4	14	models	model	NOUN
fb494744g4q	4	15	.	.	PUNCT
fb494744g4q	5	1	in	in	ADP
fb494744g4q	5	2	this	this	DET
fb494744g4q	5	3	dissertation	dissertation	NOUN
fb494744g4q	5	4	,	,	PUNCT
fb494744g4q	5	5	monte	monte	PROPN
fb494744g4q	5	6	carlo	carlo	PROPN
fb494744g4q	5	7	simulation	simulation	PROPN
fb494744g4q	5	8	studies	study	NOUN
fb494744g4q	5	9	are	be	AUX
fb494744g4q	5	10	undertaken	undertake	VERB
fb494744g4q	5	11	to	to	PART
fb494744g4q	5	12	compare	compare	VERB
fb494744g4q	5	13	the	the	DET
fb494744g4q	5	14	traditional	traditional	ADJ
fb494744g4q	5	15	ml	ml	PROPN
fb494744g4q	5	16	method	method	NOUN
fb494744g4q	5	17	and	and	CCONJ
fb494744g4q	5	18	two	two	NUM
fb494744g4q	5	19	different	different	ADJ
fb494744g4q	5	20	approaches	approach	NOUN
fb494744g4q	5	21	of	of	ADP
fb494744g4q	5	22	pattern	pattern	NOUN
fb494744g4q	5	23	-	-	PUNCT
fb494744g4q	5	24	mixture	mixture	NOUN
fb494744g4q	5	25	models	model	NOUN
fb494744g4q	5	26	(	(	PUNCT
fb494744g4q	5	27	i.e.	i.e.	X
fb494744g4q	5	28	,	,	PUNCT
fb494744g4q	5	29	the	the	DET
fb494744g4q	5	30	d	d	NOUN
fb494744g4q	5	31	-	-	PUNCT
fb494744g4q	5	32	a	a	DET
fb494744g4q	5	33	method	method	NOUN
fb494744g4q	5	34	and	and	CCONJ
fb494744g4q	5	35	the	the	DET
fb494744g4q	5	36	a	a	DET
fb494744g4q	5	37	-	-	PUNCT
fb494744g4q	5	38	d	d	NOUN
fb494744g4q	5	39	method	method	NOUN
fb494744g4q	5	40	)	)	PUNCT
fb494744g4q	5	41	across	across	ADP
fb494744g4q	5	42	(	(	PUNCT
fb494744g4q	5	43	1	1	NUM
fb494744g4q	5	44	)	)	PUNCT
fb494744g4q	5	45	different	different	ADJ
fb494744g4q	5	46	variations	variation	NOUN
fb494744g4q	5	47	of	of	ADP
fb494744g4q	5	48	mixed	mixed	ADJ
fb494744g4q	5	49	-	-	PUNCT
fb494744g4q	5	50	effects	effect	NOUN
fb494744g4q	5	51	models	model	NOUN
fb494744g4q	5	52	(	(	PUNCT
fb494744g4q	5	53	i.e.	i.e.	X
fb494744g4q	5	54	,	,	PUNCT
fb494744g4q	5	55	with	with	ADP
fb494744g4q	5	56	or	or	CCONJ
fb494744g4q	5	57	without	without	ADP
fb494744g4q	5	58	adjustments	adjustment	NOUN
fb494744g4q	5	59	)	)	PUNCT
fb494744g4q	5	60	,	,	PUNCT
fb494744g4q	5	61	(	(	PUNCT
fb494744g4q	5	62	2	2	X
fb494744g4q	5	63	)	)	PUNCT
fb494744g4q	5	64	different	different	ADJ
fb494744g4q	5	65	missing	missing	ADJ
fb494744g4q	5	66	mechanisms	mechanism	NOUN
fb494744g4q	5	67	(	(	PUNCT
fb494744g4q	5	68	i.e.	i.e.	X
fb494744g4q	5	69	,	,	PUNCT
fb494744g4q	5	70	mar	mar	PROPN
fb494744g4q	5	71	,	,	PUNCT
fb494744g4q	5	72	random	random	ADJ
fb494744g4q	5	73	-	-	PUNCT
fb494744g4q	5	74	coefficient	coefficient	NOUN
fb494744g4q	5	75	-	-	PUNCT
fb494744g4q	5	76	dependent	dependent	ADJ
fb494744g4q	5	77	mnar	mnar	ADJ
fb494744g4q	5	78	or	or	CCONJ
fb494744g4q	5	79	outcome	outcome	NOUN
fb494744g4q	5	80	-	-	PUNCT
fb494744g4q	5	81	dependent	dependent	ADJ
fb494744g4q	5	82	mnar	mnar	PROPN
fb494744g4q	5	83	)	)	PUNCT
fb494744g4q	5	84	,	,	PUNCT
fb494744g4q	5	85	and	and	CCONJ
fb494744g4q	5	86	(	(	PUNCT
fb494744g4q	5	87	3	3	X
fb494744g4q	5	88	)	)	PUNCT
fb494744g4q	5	89	different	different	ADJ
fb494744g4q	5	90	types	type	NOUN
fb494744g4q	5	91	of	of	ADP
fb494744g4q	5	92	group	group	NOUN
fb494744g4q	5	93	-	-	PUNCT
fb494744g4q	5	94	based	base	VERB
fb494744g4q	5	95	missing	miss	VERB
fb494744g4q	5	96	probabilities	probability	NOUN
fb494744g4q	5	97	.	.	PUNCT
fb494744g4q	6	1	analytical	analytical	ADJ
fb494744g4q	6	2	derivations	derivation	NOUN
fb494744g4q	6	3	are	be	AUX
fb494744g4q	6	4	also	also	ADV
fb494744g4q	6	5	provided	provide	VERB
fb494744g4q	6	6	to	to	PART
fb494744g4q	6	7	explain	explain	VERB
fb494744g4q	6	8	the	the	DET
fb494744g4q	6	9	source	source	NOUN
fb494744g4q	6	10	of	of	ADP
fb494744g4q	6	11	bias	bias	NOUN
fb494744g4q	6	12	across	across	ADP
fb494744g4q	6	13	different	different	ADJ
fb494744g4q	6	14	estimation	estimation	NOUN
fb494744g4q	6	15	methods	method	NOUN
fb494744g4q	6	16	.	.	PUNCT
fb494744g4q	7	1	results	result	NOUN
fb494744g4q	7	2	suggest	suggest	VERB
fb494744g4q	7	3	that	that	SCONJ
fb494744g4q	7	4	the	the	DET
fb494744g4q	7	5	traditional	traditional	ADJ
fb494744g4q	7	6	ml	ml	PROPN
fb494744g4q	7	7	method	method	NOUN
fb494744g4q	7	8	is	be	AUX
fb494744g4q	7	9	well	well	ADV
fb494744g4q	7	10	suited	suited	ADJ
fb494744g4q	7	11	for	for	ADP
fb494744g4q	7	12	mar	mar	PROPN
fb494744g4q	7	13	data	datum	NOUN
fb494744g4q	7	14	whereas	whereas	SCONJ
fb494744g4q	7	15	the	the	DET
fb494744g4q	7	16	proposed	propose	VERB
fb494744g4q	7	17	pm	pm	NOUN
fb494744g4q	7	18	-	-	PUNCT
fb494744g4q	7	19	ad	ad	NOUN
fb494744g4q	7	20	model	model	NOUN
fb494744g4q	7	21	has	have	VERB
fb494744g4q	7	22	the	the	DET
fb494744g4q	7	23	best	good	ADJ
fb494744g4q	7	24	overall	overall	ADJ
fb494744g4q	7	25	performance	performance	NOUN
fb494744g4q	7	26	for	for	ADP
fb494744g4q	7	27	mnar	mnar	ADJ
fb494744g4q	7	28	data	datum	NOUN
fb494744g4q	7	29	.	.	PUNCT
fb494744g4q	8	1	omitting	omit	VERB
fb494744g4q	8	2	the	the	DET
fb494744g4q	8	3	group	group	NOUN
fb494744g4q	8	4	membership	membership	NOUN
fb494744g4q	8	5	predictor	predictor	NOUN
fb494744g4q	8	6	for	for	ADP
fb494744g4q	8	7	the	the	DET
fb494744g4q	8	8	intercept	intercept	NOUN
fb494744g4q	8	9	or	or	CCONJ
fb494744g4q	8	10	including	include	VERB
fb494744g4q	8	11	the	the	DET
fb494744g4q	8	12	baseline	baseline	NOUN
fb494744g4q	8	13	score	score	NOUN
fb494744g4q	8	14	as	as	ADP
fb494744g4q	8	15	a	a	DET
fb494744g4q	8	16	covariate	covariate	NOUN
fb494744g4q	8	17	can	can	AUX
fb494744g4q	8	18	lead	lead	VERB
fb494744g4q	8	19	to	to	ADP
fb494744g4q	8	20	larger	large	ADJ
fb494744g4q	8	21	power	power	NOUN
fb494744g4q	8	22	and	and	CCONJ
fb494744g4q	8	23	smaller	small	ADJ
fb494744g4q	8	24	bias	bias	NOUN
fb494744g4q	8	25	in	in	ADP
fb494744g4q	8	26	treatment	treatment	NOUN
fb494744g4q	8	27	effect	effect	NOUN
fb494744g4q	8	28	estimates	estimate	VERB
fb494744g4q	8	29	when	when	SCONJ
fb494744g4q	8	30	the	the	DET
fb494744g4q	8	31	ml	ml	PROPN
fb494744g4q	8	32	method	method	NOUN
fb494744g4q	8	33	is	be	AUX
fb494744g4q	8	34	used	use	VERB
fb494744g4q	8	35	.	.	PUNCT
fb494744g4q	9	1	applications	application	NOUN
fb494744g4q	9	2	of	of	ADP
fb494744g4q	9	3	different	different	ADJ
fb494744g4q	9	4	estimation	estimation	NOUN
fb494744g4q	9	5	methods	method	NOUN
fb494744g4q	9	6	are	be	AUX
fb494744g4q	9	7	also	also	ADV
fb494744g4q	9	8	illustrated	illustrate	VERB
fb494744g4q	9	9	using	use	VERB
fb494744g4q	9	10	a	a	DET
fb494744g4q	9	11	real	real	ADJ
fb494744g4q	9	12	data	data	NOUN
fb494744g4q	9	13	example	example	NOUN
fb494744g4q	9	14	.	.	PUNCT