id	sid	tid	token	lemma	pos
x059c53710k	1	1	mediation	mediation	NOUN
x059c53710k	1	2	analysis	analysis	NOUN
x059c53710k	1	3	investigates	investigate	VERB
x059c53710k	1	4	how	how	SCONJ
x059c53710k	1	5	certain	certain	ADJ
x059c53710k	1	6	variables	variable	NOUN
x059c53710k	1	7	mediate	mediate	VERB
x059c53710k	1	8	the	the	DET
x059c53710k	1	9	effect	effect	NOUN
x059c53710k	1	10	of	of	ADP
x059c53710k	1	11	predictors	predictor	NOUN
x059c53710k	1	12	on	on	ADP
x059c53710k	1	13	outcome	outcome	NOUN
x059c53710k	1	14	variables	variable	NOUN
x059c53710k	1	15	.	.	PUNCT
x059c53710k	2	1	existing	exist	VERB
x059c53710k	2	2	studies	study	NOUN
x059c53710k	2	3	of	of	ADP
x059c53710k	2	4	mediation	mediation	NOUN
x059c53710k	2	5	have	have	AUX
x059c53710k	2	6	been	be	AUX
x059c53710k	2	7	limited	limit	VERB
x059c53710k	2	8	to	to	ADP
x059c53710k	2	9	normal	normal	ADJ
x059c53710k	2	10	theory	theory	NOUN
x059c53710k	2	11	maximum	maximum	ADJ
x059c53710k	2	12	likelihood	likelihood	NOUN
x059c53710k	2	13	(	(	PUNCT
x059c53710k	2	14	ml	ml	PROPN
x059c53710k	2	15	)	)	PUNCT
x059c53710k	2	16	or	or	CCONJ
x059c53710k	2	17	least	least	ADJ
x059c53710k	2	18	squares	square	NOUN
x059c53710k	2	19	with	with	ADP
x059c53710k	2	20	normally	normally	ADV
x059c53710k	2	21	distributed	distribute	VERB
x059c53710k	2	22	data	datum	NOUN
x059c53710k	2	23	.	.	PUNCT
x059c53710k	3	1	because	because	SCONJ
x059c53710k	3	2	real	real	ADJ
x059c53710k	3	3	data	datum	NOUN
x059c53710k	3	4	in	in	ADP
x059c53710k	3	5	psychology	psychology	NOUN
x059c53710k	3	6	are	be	AUX
x059c53710k	3	7	seldom	seldom	ADV
x059c53710k	3	8	normally	normally	ADV
x059c53710k	3	9	distributed	distribute	VERB
x059c53710k	3	10	,	,	PUNCT
x059c53710k	3	11	classic	classic	ADJ
x059c53710k	3	12	methods	method	NOUN
x059c53710k	3	13	often	often	ADV
x059c53710k	3	14	lead	lead	VERB
x059c53710k	3	15	to	to	ADP
x059c53710k	3	16	biased	biased	ADJ
x059c53710k	3	17	or	or	CCONJ
x059c53710k	3	18	inefficient	inefficient	ADJ
x059c53710k	3	19	parameter	parameter	NOUN
x059c53710k	3	20	estimates	estimate	NOUN
x059c53710k	3	21	,	,	PUNCT
x059c53710k	3	22	which	which	PRON
x059c53710k	3	23	make	make	VERB
x059c53710k	3	24	the	the	DET
x059c53710k	3	25	result	result	NOUN
x059c53710k	3	26	of	of	ADP
x059c53710k	3	27	mediation	mediation	NOUN
x059c53710k	3	28	analysis	analysis	NOUN
x059c53710k	3	29	misleading	misleading	ADJ
x059c53710k	3	30	.	.	PUNCT
x059c53710k	4	1	to	to	PART
x059c53710k	4	2	circumvent	circumvent	VERB
x059c53710k	4	3	these	these	DET
x059c53710k	4	4	problems	problem	NOUN
x059c53710k	4	5	,	,	PUNCT
x059c53710k	4	6	this	this	DET
x059c53710k	4	7	dissertation	dissertation	NOUN
x059c53710k	4	8	proposes	propose	VERB
x059c53710k	4	9	to	to	PART
x059c53710k	4	10	utilize	utilize	VERB
x059c53710k	4	11	robust	robust	ADJ
x059c53710k	4	12	methods	method	NOUN
x059c53710k	4	13	for	for	ADP
x059c53710k	4	14	parameter	parameter	NOUN
x059c53710k	4	15	estimation	estimation	NOUN
x059c53710k	4	16	,	,	PUNCT
x059c53710k	4	17	and	and	CCONJ
x059c53710k	4	18	then	then	ADV
x059c53710k	4	19	to	to	PART
x059c53710k	4	20	evaluate	evaluate	VERB
x059c53710k	4	21	the	the	DET
x059c53710k	4	22	mediated	mediate	VERB
x059c53710k	4	23	effect	effect	NOUN
x059c53710k	4	24	based	base	VERB
x059c53710k	4	25	on	on	ADP
x059c53710k	4	26	robust	robust	ADJ
x059c53710k	4	27	estimates	estimate	NOUN
x059c53710k	4	28	.	.	PUNCT
x059c53710k	5	1	theoretical	theoretical	ADJ
x059c53710k	5	2	details	detail	NOUN
x059c53710k	5	3	of	of	ADP
x059c53710k	5	4	robust	robust	ADJ
x059c53710k	5	5	procedures	procedure	NOUN
x059c53710k	5	6	for	for	ADP
x059c53710k	5	7	mediation	mediation	NOUN
x059c53710k	5	8	analysis	analysis	NOUN
x059c53710k	5	9	are	be	AUX
x059c53710k	5	10	provided	provide	VERB
x059c53710k	5	11	.	.	PUNCT
x059c53710k	6	1	their	their	PRON
x059c53710k	6	2	properties	property	NOUN
x059c53710k	6	3	are	be	AUX
x059c53710k	6	4	investigated	investigate	VERB
x059c53710k	6	5	via	via	ADP
x059c53710k	6	6	simulation	simulation	NOUN
x059c53710k	6	7	studies	study	NOUN
x059c53710k	6	8	,	,	PUNCT
x059c53710k	6	9	and	and	CCONJ
x059c53710k	6	10	results	result	NOUN
x059c53710k	6	11	suggest	suggest	VERB
x059c53710k	6	12	that	that	SCONJ
x059c53710k	6	13	(	(	PUNCT
x059c53710k	6	14	a	a	X
x059c53710k	6	15	)	)	PUNCT
x059c53710k	6	16	the	the	DET
x059c53710k	6	17	most	most	ADV
x059c53710k	6	18	commonly	commonly	ADV
x059c53710k	6	19	used	use	VERB
x059c53710k	6	20	sobel	sobel	PROPN
x059c53710k	6	21	z	z	PROPN
x059c53710k	6	22	method	method	NOUN
x059c53710k	6	23	relying	rely	VERB
x059c53710k	6	24	on	on	ADP
x059c53710k	6	25	ml	ml	PROPN
x059c53710k	6	26	point	point	NOUN
x059c53710k	6	27	and	and	CCONJ
x059c53710k	6	28	information	information	NOUN
x059c53710k	6	29	-	-	PUNCT
x059c53710k	6	30	based	base	VERB
x059c53710k	6	31	standard	standard	ADJ
x059c53710k	6	32	error	error	NOUN
x059c53710k	6	33	(	(	PUNCT
x059c53710k	6	34	se	se	X
x059c53710k	6	35	)	)	PUNCT
x059c53710k	6	36	estimates	estimate	NOUN
x059c53710k	6	37	has	have	VERB
x059c53710k	6	38	the	the	DET
x059c53710k	6	39	worst	bad	ADJ
x059c53710k	6	40	overall	overall	ADJ
x059c53710k	6	41	performance	performance	NOUN
x059c53710k	6	42	;	;	PUNCT
x059c53710k	6	43	(	(	PUNCT
x059c53710k	6	44	b	b	X
x059c53710k	6	45	)	)	PUNCT
x059c53710k	6	46	the	the	DET
x059c53710k	6	47	distribution	distribution	NOUN
x059c53710k	6	48	of	of	ADP
x059c53710k	6	49	the	the	DET
x059c53710k	6	50	product	product	NOUN
x059c53710k	6	51	confidence	confidence	NOUN
x059c53710k	6	52	interval	interval	NOUN
x059c53710k	6	53	based	base	VERB
x059c53710k	6	54	on	on	ADP
x059c53710k	6	55	robust	robust	ADJ
x059c53710k	6	56	point	point	NOUN
x059c53710k	6	57	and	and	CCONJ
x059c53710k	6	58	sandwich	sandwich	NOUN
x059c53710k	6	59	-	-	PUNCT
x059c53710k	6	60	type	type	NOUN
x059c53710k	6	61	se	se	X
x059c53710k	6	62	estimates	estimate	NOUN
x059c53710k	6	63	has	have	VERB
x059c53710k	6	64	the	the	DET
x059c53710k	6	65	best	good	ADJ
x059c53710k	6	66	overall	overall	ADJ
x059c53710k	6	67	performance	performance	NOUN
x059c53710k	6	68	.	.	PUNCT
x059c53710k	7	1	applications	application	NOUN
x059c53710k	7	2	of	of	ADP
x059c53710k	7	3	robust	robust	ADJ
x059c53710k	7	4	procedures	procedure	NOUN
x059c53710k	7	5	are	be	AUX
x059c53710k	7	6	illustrated	illustrate	VERB
x059c53710k	7	7	using	use	VERB
x059c53710k	7	8	real	real	ADJ
x059c53710k	7	9	data	data	NOUN
x059c53710k	7	10	examples	example	NOUN
x059c53710k	7	11	,	,	PUNCT
x059c53710k	7	12	which	which	PRON
x059c53710k	7	13	show	show	VERB
x059c53710k	7	14	that	that	SCONJ
x059c53710k	7	15	robust	robust	ADJ
x059c53710k	7	16	procedures	procedure	NOUN
x059c53710k	7	17	provide	provide	VERB
x059c53710k	7	18	more	more	ADV
x059c53710k	7	19	reliable	reliable	ADJ
x059c53710k	7	20	results	result	NOUN
x059c53710k	7	21	.	.	PUNCT