id	sid	tid	token	lemma	pos
easat-7600	1	1	edelweiss	edelweiss	PROPN
easat-7600	1	2	applied	apply	VERB
easat-7600	1	3	science	science	NOUN
easat-7600	1	4	and	and	CCONJ
easat-7600	1	5	technology	technology	NOUN
easat-7600	1	6	issn	issn	PROPN
easat-7600	1	7	:	:	PUNCT
easat-7600	1	8	2576	2576	NUM
easat-7600	1	9	-	-	SYM
easat-7600	1	10	8484	8484	NUM
easat-7600	1	11	vol	vol	NOUN
easat-7600	1	12	.	.	PROPN
easat-7600	2	1	9	9	NUM
easat-7600	2	2	,	,	PUNCT
easat-7600	2	3	no	no	INTJ
easat-7600	2	4	.	.	NOUN
easat-7600	2	5	5	5	NUM
easat-7600	2	6	,	,	PUNCT
easat-7600	2	7	2830	2830	NUM
easat-7600	2	8	-	-	SYM
easat-7600	2	9	2835	2835	NUM
easat-7600	2	10	2025	2025	NUM
easat-7600	2	11	publisher	publisher	NOUN
easat-7600	2	12	:	:	PUNCT
easat-7600	2	13	learning	learn	VERB
easat-7600	2	14	gate	gate	NOUN
easat-7600	2	15	doi	doi	PROPN
easat-7600	2	16	:	:	PUNCT
easat-7600	2	17	10.55214/25768484.v9i5.7600	10.55214/25768484.v9i5.7600	NUM
easat-7600	2	18	©	©	PROPN
easat-7600	2	19	2025	2025	NUM
easat-7600	2	20	by	by	ADP
easat-7600	2	21	the	the	DET
easat-7600	2	22	authors	author	NOUN
easat-7600	2	23	;	;	PUNCT
easat-7600	2	24	licensee	licensee	PROPN
easat-7600	2	25	learning	learning	NOUN
easat-7600	2	26	gate	gate	NOUN
easat-7600	3	1	©	©	PROPN
easat-7600	3	2	2025	2025	NUM
easat-7600	3	3	by	by	ADP
easat-7600	3	4	the	the	DET
easat-7600	3	5	authors	author	NOUN
easat-7600	3	6	;	;	PUNCT
easat-7600	3	7	licensee	licensee	PROPN
easat-7600	3	8	learning	learning	NOUN
easat-7600	3	9	gate	gate	NOUN
easat-7600	3	10	history	history	NOUN
easat-7600	3	11	:	:	PUNCT
easat-7600	3	12	received	receive	VERB
easat-7600	3	13	:	:	PUNCT
easat-7600	3	14	13	13	NUM
easat-7600	3	15	march	march	NOUN
easat-7600	3	16	2025	2025	NUM
easat-7600	3	17	;	;	PUNCT
easat-7600	3	18	revised	revise	VERB
easat-7600	3	19	:	:	PUNCT
easat-7600	3	20	6	6	NUM
easat-7600	3	21	may	may	PROPN
easat-7600	3	22	2025	2025	NUM
easat-7600	3	23	;	;	PUNCT
easat-7600	3	24	accepted	accept	VERB
easat-7600	3	25	:	:	PUNCT
easat-7600	3	26	9	9	NUM
easat-7600	3	27	may	may	PROPN
easat-7600	3	28	2025	2025	NUM
easat-7600	3	29	;	;	PUNCT
easat-7600	3	30	published	publish	VERB
easat-7600	3	31	:	:	PUNCT
easat-7600	3	32	28	28	NUM
easat-7600	3	33	may	may	AUX
easat-7600	3	34	2025	2025	NUM
easat-7600	3	35	*	*	PUNCT
easat-7600	3	36	correspondence	correspondence	NOUN
easat-7600	3	37	:	:	PUNCT
easat-7600	3	38	tiopanhmg@gmail.com	tiopanhmg@gmail.com	X
easat-7600	3	39	an	an	DET
easat-7600	3	40	analysis	analysis	NOUN
easat-7600	3	41	of	of	ADP
easat-7600	3	42	factors	factor	NOUN
easat-7600	3	43	influencing	influence	VERB
easat-7600	3	44	public	public	ADJ
easat-7600	3	45	transportation	transportation	NOUN
easat-7600	3	46	use	use	NOUN
easat-7600	3	47	by	by	ADP
easat-7600	3	48	mulawarman	mulawarman	ADJ
easat-7600	3	49	university	university	NOUN
easat-7600	3	50	students	student	NOUN
easat-7600	3	51	in	in	ADP
easat-7600	3	52	samarinda	samarinda	PROPN
easat-7600	3	53	city	city	PROPN
easat-7600	3	54	using	use	VERB
easat-7600	3	55	the	the	DET
easat-7600	3	56	binary	binary	ADJ
easat-7600	3	57	logistic	logistic	ADJ
easat-7600	3	58	regression	regression	NOUN
easat-7600	3	59	gultom	gultom	PROPN
easat-7600	3	60	tiopan	tiopan	NOUN
easat-7600	3	61	hm1	hm1	PROPN
easat-7600	3	62	*	*	PROPN
easat-7600	3	63	,	,	PUNCT
easat-7600	3	64	jamal	jamal	PROPN
easat-7600	3	65	mardewi2	mardewi2	PROPN
easat-7600	3	66	,	,	PUNCT
easat-7600	3	67	fatah	fatah	PROPN
easat-7600	3	68	m	m	VERB
easat-7600	3	69	khairul3	khairul3	PROPN
easat-7600	3	70	1,2,3faculty	1,2,3faculty	NUM
easat-7600	3	71	of	of	ADP
easat-7600	3	72	engineering	engineering	NOUN
easat-7600	3	73	,	,	PUNCT
easat-7600	3	74	mulawarman	mulawarman	NOUN
easat-7600	3	75	university	university	PROPN
easat-7600	3	76	,	,	PUNCT
easat-7600	3	77	indonesia	indonesia	PROPN
easat-7600	3	78	;	;	PUNCT
easat-7600	3	79	tiopanhmg@gmail.com	tiopanhmg@gmail.com	X
easat-7600	3	80	(	(	PUNCT
easat-7600	3	81	g.t	g.t	NOUN
easat-7600	3	82	.	.	PUNCT
easat-7600	3	83	)	)	PUNCT
easat-7600	4	1	wie_djamal@gmail.com	wie_djamal@gmail.com	X
easat-7600	4	2	(	(	PUNCT
easat-7600	4	3	j.m	j.m	PROPN
easat-7600	4	4	.	.	PUNCT
easat-7600	4	5	)	)	PUNCT
easat-7600	5	1	khairulfatah01@gmail.com	khairulfatah01@gmail.com	X
easat-7600	5	2	(	(	PUNCT
easat-7600	5	3	f.m.k	f.m.k	NOUN
easat-7600	5	4	.	.	PUNCT
easat-7600	5	5	)	)	PUNCT
easat-7600	5	6	.	.	PUNCT
easat-7600	6	1	abstract	abstract	ADV
easat-7600	6	2	:	:	PUNCT
easat-7600	6	3	the	the	DET
easat-7600	6	4	students	student	NOUN
easat-7600	6	5	of	of	ADP
easat-7600	6	6	mulawarman	mulawarman	NOUN
easat-7600	6	7	university	university	PROPN
easat-7600	6	8	represent	represent	VERB
easat-7600	6	9	a	a	DET
easat-7600	6	10	significant	significant	ADJ
easat-7600	6	11	potential	potential	ADJ
easat-7600	6	12	group	group	NOUN
easat-7600	6	13	of	of	ADP
easat-7600	6	14	public	public	ADJ
easat-7600	6	15	transportation	transportation	NOUN
easat-7600	6	16	users	user	NOUN
easat-7600	6	17	in	in	ADP
easat-7600	6	18	samarinda	samarinda	PROPN
easat-7600	6	19	.	.	PUNCT
easat-7600	7	1	various	various	ADJ
easat-7600	7	2	factors	factor	NOUN
easat-7600	7	3	influence	influence	VERB
easat-7600	7	4	their	their	PRON
easat-7600	7	5	decision	decision	NOUN
easat-7600	7	6	to	to	PART
easat-7600	7	7	use	use	VERB
easat-7600	7	8	public	public	ADJ
easat-7600	7	9	transportation	transportation	NOUN
easat-7600	7	10	,	,	PUNCT
easat-7600	7	11	such	such	ADJ
easat-7600	7	12	as	as	ADP
easat-7600	7	13	comfort	comfort	NOUN
easat-7600	7	14	,	,	PUNCT
easat-7600	7	15	cost	cost	NOUN
easat-7600	7	16	,	,	PUNCT
easat-7600	7	17	travel	travel	NOUN
easat-7600	7	18	time	time	NOUN
easat-7600	7	19	,	,	PUNCT
easat-7600	7	20	and	and	CCONJ
easat-7600	7	21	personal	personal	ADJ
easat-7600	7	22	preferences	preference	NOUN
easat-7600	7	23	.	.	PUNCT
easat-7600	8	1	to	to	PART
easat-7600	8	2	increase	increase	VERB
easat-7600	8	3	the	the	DET
easat-7600	8	4	use	use	NOUN
easat-7600	8	5	of	of	ADP
easat-7600	8	6	public	public	ADJ
easat-7600	8	7	transportation	transportation	NOUN
easat-7600	8	8	among	among	ADP
easat-7600	8	9	the	the	DET
easat-7600	8	10	students	student	NOUN
easat-7600	8	11	,	,	PUNCT
easat-7600	8	12	it	it	PRON
easat-7600	8	13	is	be	AUX
easat-7600	8	14	crucial	crucial	ADJ
easat-7600	8	15	to	to	PART
easat-7600	8	16	understand	understand	VERB
easat-7600	8	17	these	these	DET
easat-7600	8	18	factors	factor	NOUN
easat-7600	8	19	thoroughly	thoroughly	ADV
easat-7600	8	20	.	.	PUNCT
easat-7600	9	1	this	this	DET
easat-7600	9	2	research	research	NOUN
easat-7600	9	3	aims	aim	VERB
easat-7600	9	4	to	to	PART
easat-7600	9	5	analyze	analyze	VERB
easat-7600	9	6	the	the	DET
easat-7600	9	7	factors	factor	NOUN
easat-7600	9	8	affecting	affect	VERB
easat-7600	9	9	public	public	ADJ
easat-7600	9	10	transport	transport	NOUN
easat-7600	9	11	usage	usage	NOUN
easat-7600	9	12	among	among	ADP
easat-7600	9	13	mulawarman	mulawarman	ADJ
easat-7600	9	14	university	university	NOUN
easat-7600	9	15	students	student	NOUN
easat-7600	9	16	using	use	VERB
easat-7600	9	17	the	the	DET
easat-7600	9	18	binary	binary	ADJ
easat-7600	9	19	logistic	logistic	ADJ
easat-7600	9	20	regression	regression	NOUN
easat-7600	9	21	method	method	NOUN
easat-7600	9	22	.	.	PUNCT
easat-7600	10	1	the	the	DET
easat-7600	10	2	spss	spss	PROPN
easat-7600	10	3	(	(	PUNCT
easat-7600	10	4	statistical	statistical	ADJ
easat-7600	10	5	program	program	NOUN
easat-7600	10	6	for	for	ADP
easat-7600	10	7	social	social	ADJ
easat-7600	10	8	sciences	science	NOUN
easat-7600	10	9	)	)	PUNCT
easat-7600	10	10	software	software	NOUN
easat-7600	10	11	was	be	AUX
easat-7600	10	12	employed	employ	VERB
easat-7600	10	13	for	for	ADP
easat-7600	10	14	statistical	statistical	ADJ
easat-7600	10	15	analysis	analysis	NOUN
easat-7600	10	16	.	.	PUNCT
easat-7600	11	1	a	a	DET
easat-7600	11	2	survey	survey	NOUN
easat-7600	11	3	was	be	AUX
easat-7600	11	4	conducted	conduct	VERB
easat-7600	11	5	for	for	ADP
easat-7600	11	6	this	this	DET
easat-7600	11	7	research	research	NOUN
easat-7600	11	8	applying	apply	VERB
easat-7600	11	9	the	the	DET
easat-7600	11	10	random	random	ADJ
easat-7600	11	11	sampling	sampling	NOUN
easat-7600	11	12	approach	approach	NOUN
easat-7600	11	13	in	in	ADP
easat-7600	11	14	which	which	PRON
easat-7600	11	15	students	student	NOUN
easat-7600	11	16	were	be	AUX
easat-7600	11	17	the	the	DET
easat-7600	11	18	sole	sole	ADJ
easat-7600	11	19	respondents	respondent	NOUN
easat-7600	11	20	of	of	ADP
easat-7600	11	21	the	the	DET
easat-7600	11	22	questionnaires	questionnaire	NOUN
easat-7600	11	23	.	.	PUNCT
easat-7600	12	1	the	the	DET
easat-7600	12	2	analysis	analysis	NOUN
easat-7600	12	3	used	use	VERB
easat-7600	12	4	binary	binary	ADJ
easat-7600	12	5	logistic	logistic	ADJ
easat-7600	12	6	regression	regression	NOUN
easat-7600	12	7	,	,	PUNCT
easat-7600	12	8	including	include	VERB
easat-7600	12	9	multicollinearity	multicollinearity	NOUN
easat-7600	12	10	detection	detection	NOUN
easat-7600	12	11	,	,	PUNCT
easat-7600	12	12	parameter	parameter	NOUN
easat-7600	12	13	estimation	estimation	NOUN
easat-7600	12	14	via	via	ADP
easat-7600	12	15	maximum	maximum	ADJ
easat-7600	12	16	likelihood	likelihood	NOUN
easat-7600	12	17	estimation	estimation	NOUN
easat-7600	12	18	(	(	PUNCT
easat-7600	12	19	mle	mle	PROPN
easat-7600	12	20	)	)	PUNCT
easat-7600	12	21	,	,	PUNCT
easat-7600	12	22	and	and	CCONJ
easat-7600	12	23	significance	significance	NOUN
easat-7600	12	24	testing	testing	NOUN
easat-7600	12	25	.	.	PUNCT
easat-7600	13	1	the	the	DET
easat-7600	13	2	results	result	NOUN
easat-7600	13	3	show	show	VERB
easat-7600	13	4	that	that	SCONJ
easat-7600	13	5	the	the	DET
easat-7600	13	6	distance	distance	NOUN
easat-7600	13	7	from	from	ADP
easat-7600	13	8	student	student	NOUN
easat-7600	13	9	residence	residence	NOUN
easat-7600	13	10	to	to	ADP
easat-7600	13	11	campus	campus	NOUN
easat-7600	13	12	,	,	PUNCT
easat-7600	13	13	public	public	ADJ
easat-7600	13	14	transportation	transportation	NOUN
easat-7600	13	15	cost	cost	NOUN
easat-7600	13	16	,	,	PUNCT
easat-7600	13	17	accessibility	accessibility	NOUN
easat-7600	13	18	,	,	PUNCT
easat-7600	13	19	private	private	ADJ
easat-7600	13	20	vehicle	vehicle	NOUN
easat-7600	13	21	ownership	ownership	NOUN
easat-7600	13	22	,	,	PUNCT
easat-7600	13	23	and	and	CCONJ
easat-7600	13	24	travel	travel	NOUN
easat-7600	13	25	time	time	NOUN
easat-7600	13	26	significantly	significantly	ADV
easat-7600	13	27	affect	affect	VERB
easat-7600	13	28	public	public	ADJ
easat-7600	13	29	transport	transport	NOUN
easat-7600	13	30	usage	usage	NOUN
easat-7600	13	31	.	.	PUNCT
easat-7600	14	1	however	however	ADV
easat-7600	14	2	,	,	PUNCT
easat-7600	14	3	public	public	ADJ
easat-7600	14	4	transportation	transportation	NOUN
easat-7600	14	5	cost	cost	NOUN
easat-7600	14	6	,	,	PUNCT
easat-7600	14	7	accessibility	accessibility	NOUN
easat-7600	14	8	,	,	PUNCT
easat-7600	14	9	and	and	CCONJ
easat-7600	14	10	private	private	ADJ
easat-7600	14	11	vehicle	vehicle	NOUN
easat-7600	14	12	ownership	ownership	NOUN
easat-7600	14	13	do	do	AUX
easat-7600	14	14	not	not	PART
easat-7600	14	15	significantly	significantly	ADV
easat-7600	14	16	influence	influence	VERB
easat-7600	14	17	the	the	DET
easat-7600	14	18	usage	usage	NOUN
easat-7600	14	19	when	when	SCONJ
easat-7600	14	20	considered	consider	VERB
easat-7600	14	21	partially	partially	ADV
easat-7600	14	22	.	.	PUNCT
easat-7600	15	1	residential	residential	ADJ
easat-7600	15	2	distance	distance	NOUN
easat-7600	15	3	has	have	VERB
easat-7600	15	4	a	a	DET
easat-7600	15	5	negative	negative	ADJ
easat-7600	15	6	and	and	CCONJ
easat-7600	15	7	significant	significant	ADJ
easat-7600	15	8	effect	effect	NOUN
easat-7600	15	9	,	,	PUNCT
easat-7600	15	10	while	while	SCONJ
easat-7600	15	11	travel	travel	NOUN
easat-7600	15	12	time	time	NOUN
easat-7600	15	13	has	have	VERB
easat-7600	15	14	a	a	DET
easat-7600	15	15	positive	positive	ADJ
easat-7600	15	16	and	and	CCONJ
easat-7600	15	17	significant	significant	ADJ
easat-7600	15	18	effect	effect	NOUN
easat-7600	15	19	on	on	ADP
easat-7600	15	20	public	public	ADJ
easat-7600	15	21	transportation	transportation	NOUN
easat-7600	15	22	usage	usage	NOUN
easat-7600	15	23	by	by	ADP
easat-7600	15	24	the	the	DET
easat-7600	15	25	students	student	NOUN
easat-7600	15	26	.	.	PUNCT
easat-7600	16	1	keywords	keyword	NOUN
easat-7600	16	2	:	:	PUNCT
easat-7600	16	3	binary	binary	ADJ
easat-7600	16	4	logistic	logistic	PROPN
easat-7600	16	5	regression	regression	NOUN
easat-7600	16	6	,	,	PUNCT
easat-7600	16	7	public	public	ADJ
easat-7600	16	8	transport	transport	NOUN
easat-7600	16	9	.	.	PUNCT
easat-7600	17	1	1	1	X
easat-7600	17	2	.	.	X
easat-7600	17	3	introduction	introduction	NOUN
easat-7600	17	4	transportation	transportation	NOUN
easat-7600	17	5	can	can	AUX
easat-7600	17	6	be	be	AUX
easat-7600	17	7	defined	define	VERB
easat-7600	17	8	as	as	ADP
easat-7600	17	9	an	an	DET
easat-7600	17	10	effort	effort	NOUN
easat-7600	17	11	to	to	PART
easat-7600	17	12	move	move	VERB
easat-7600	17	13	,	,	PUNCT
easat-7600	17	14	transport	transport	NOUN
easat-7600	17	15	,	,	PUNCT
easat-7600	17	16	or	or	CCONJ
easat-7600	17	17	transfer	transfer	VERB
easat-7600	17	18	an	an	DET
easat-7600	17	19	object	object	NOUN
easat-7600	17	20	from	from	ADP
easat-7600	17	21	one	one	NUM
easat-7600	17	22	place	place	NOUN
easat-7600	17	23	to	to	ADP
easat-7600	17	24	another	another	PRON
easat-7600	17	25	,	,	PUNCT
easat-7600	17	26	so	so	CCONJ
easat-7600	17	27	the	the	DET
easat-7600	17	28	object	object	NOUN
easat-7600	17	29	becomes	become	VERB
easat-7600	17	30	more	more	ADV
easat-7600	17	31	useful	useful	ADJ
easat-7600	17	32	or	or	CCONJ
easat-7600	17	33	useful	useful	ADJ
easat-7600	17	34	for	for	ADP
easat-7600	17	35	certain	certain	ADJ
easat-7600	17	36	purposes	purpose	NOUN
easat-7600	17	37	[	[	X
easat-7600	17	38	1	1	NUM
easat-7600	17	39	,	,	PUNCT
easat-7600	17	40	2	2	NUM
easat-7600	17	41	]	]	PUNCT
easat-7600	17	42	.	.	PUNCT
easat-7600	18	1	there	there	PRON
easat-7600	18	2	are	be	VERB
easat-7600	18	3	5	5	NUM
easat-7600	18	4	main	main	ADJ
easat-7600	18	5	elements	element	NOUN
easat-7600	18	6	of	of	ADP
easat-7600	18	7	transportation	transportation	NOUN
easat-7600	18	8	,	,	PUNCT
easat-7600	18	9	namely	namely	ADV
easat-7600	18	10	:	:	PUNCT
easat-7600	18	11	(	(	PUNCT
easat-7600	18	12	1	1	X
easat-7600	18	13	)	)	PUNCT
easat-7600	18	14	humans	human	NOUN
easat-7600	18	15	,	,	PUNCT
easat-7600	18	16	who	who	PRON
easat-7600	18	17	need	need	VERB
easat-7600	18	18	transportation	transportation	NOUN
easat-7600	18	19	;	;	PUNCT
easat-7600	18	20	(	(	PUNCT
easat-7600	18	21	2	2	X
easat-7600	18	22	)	)	PUNCT
easat-7600	18	23	goods	good	NOUN
easat-7600	18	24	,	,	PUNCT
easat-7600	18	25	which	which	PRON
easat-7600	18	26	are	be	AUX
easat-7600	18	27	needed	need	VERB
easat-7600	18	28	by	by	ADP
easat-7600	18	29	humans	human	NOUN
easat-7600	18	30	;	;	PUNCT
easat-7600	18	31	(	(	PUNCT
easat-7600	18	32	3	3	X
easat-7600	18	33	)	)	PUNCT
easat-7600	18	34	vehicles	vehicle	NOUN
easat-7600	18	35	,	,	PUNCT
easat-7600	18	36	as	as	ADP
easat-7600	18	37	a	a	DET
easat-7600	18	38	means	means	NOUN
easat-7600	18	39	of	of	ADP
easat-7600	18	40	transportation	transportation	NOUN
easat-7600	18	41	;	;	PUNCT
easat-7600	18	42	(	(	PUNCT
easat-7600	18	43	4	4	X
easat-7600	18	44	)	)	PUNCT
easat-7600	18	45	roads	road	NOUN
easat-7600	18	46	,	,	PUNCT
easat-7600	18	47	as	as	ADP
easat-7600	18	48	transportation	transportation	NOUN
easat-7600	18	49	infrastructure	infrastructure	NOUN
easat-7600	18	50	;	;	PUNCT
easat-7600	18	51	and	and	CCONJ
easat-7600	18	52	(	(	PUNCT
easat-7600	18	53	5	5	X
easat-7600	18	54	)	)	PUNCT
easat-7600	18	55	organizations	organization	NOUN
easat-7600	18	56	,	,	PUNCT
easat-7600	18	57	as	as	ADP
easat-7600	18	58	transportation	transportation	NOUN
easat-7600	18	59	managers	manager	NOUN
easat-7600	18	60	.	.	PUNCT
easat-7600	19	1	the	the	DET
easat-7600	19	2	five	five	NUM
easat-7600	19	3	elements	element	NOUN
easat-7600	19	4	are	be	AUX
easat-7600	19	5	interrelated	interrelate	VERB
easat-7600	19	6	for	for	ADP
easat-7600	19	7	the	the	DET
easat-7600	19	8	implementation	implementation	NOUN
easat-7600	19	9	of	of	ADP
easat-7600	19	10	transportation	transportation	NOUN
easat-7600	19	11	[	[	X
easat-7600	19	12	3	3	NUM
easat-7600	19	13	,	,	PUNCT
easat-7600	19	14	4	4	NUM
easat-7600	19	15	]	]	PUNCT
easat-7600	19	16	.	.	PUNCT
easat-7600	20	1	the	the	DET
easat-7600	20	2	transportation	transportation	NOUN
easat-7600	20	3	process	process	NOUN
easat-7600	20	4	is	be	AUX
easat-7600	20	5	created	create	VERB
easat-7600	20	6	due	due	ADP
easat-7600	20	7	to	to	ADP
easat-7600	20	8	differences	difference	NOUN
easat-7600	20	9	in	in	ADP
easat-7600	20	10	needs	need	NOUN
easat-7600	20	11	between	between	ADP
easat-7600	20	12	humans	human	NOUN
easat-7600	20	13	and	and	CCONJ
easat-7600	20	14	one	one	NUM
easat-7600	20	15	another	another	DET
easat-7600	20	16	,	,	PUNCT
easat-7600	20	17	so	so	SCONJ
easat-7600	20	18	that	that	SCONJ
easat-7600	20	19	there	there	PRON
easat-7600	20	20	is	be	VERB
easat-7600	20	21	a	a	DET
easat-7600	20	22	movement	movement	NOUN
easat-7600	20	23	from	from	ADP
easat-7600	20	24	one	one	NUM
easat-7600	20	25	place	place	NOUN
easat-7600	20	26	to	to	ADP
easat-7600	20	27	another	another	PRON
easat-7600	20	28	to	to	PART
easat-7600	20	29	get	get	VERB
easat-7600	20	30	it	it	PRON
easat-7600	21	1	[	[	X
easat-7600	21	2	5	5	NUM
easat-7600	21	3	,	,	PUNCT
easat-7600	21	4	6	6	NUM
easat-7600	21	5	]	]	PUNCT
easat-7600	21	6	.	.	PUNCT
easat-7600	22	1	statistics	statistic	NOUN
easat-7600	22	2	is	be	AUX
easat-7600	22	3	the	the	DET
easat-7600	22	4	science	science	NOUN
easat-7600	22	5	of	of	ADP
easat-7600	22	6	how	how	SCONJ
easat-7600	22	7	to	to	PART
easat-7600	22	8	collect	collect	VERB
easat-7600	22	9	data	datum	NOUN
easat-7600	22	10	,	,	PUNCT
easat-7600	22	11	analyze	analyze	NOUN
easat-7600	22	12	,	,	PUNCT
easat-7600	22	13	interpret	interpret	VERB
easat-7600	22	14	and	and	CCONJ
easat-7600	22	15	provide	provide	VERB
easat-7600	22	16	conclusions	conclusion	NOUN
easat-7600	22	17	on	on	ADP
easat-7600	22	18	the	the	DET
easat-7600	22	19	results	result	NOUN
easat-7600	22	20	of	of	ADP
easat-7600	22	21	the	the	DET
easat-7600	22	22	analysis	analysis	NOUN
easat-7600	22	23	so	so	SCONJ
easat-7600	22	24	that	that	SCONJ
easat-7600	22	25	data	data	NOUN
easat-7600	22	26	is	be	AUX
easat-7600	22	27	an	an	DET
easat-7600	22	28	absolute	absolute	ADJ
easat-7600	22	29	thing	thing	NOUN
easat-7600	22	30	that	that	PRON
easat-7600	22	31	must	must	AUX
easat-7600	22	32	exist	exist	VERB
easat-7600	22	33	when	when	SCONJ
easat-7600	22	34	statistics	statistic	NOUN
easat-7600	22	35	is	be	AUX
easat-7600	22	36	used	use	VERB
easat-7600	22	37	[	[	PUNCT
easat-7600	22	38	7	7	NUM
easat-7600	22	39	]	]	PUNCT
easat-7600	22	40	.	.	PUNCT
easat-7600	23	1	statistics	statistic	NOUN
easat-7600	23	2	can	can	AUX
easat-7600	23	3	be	be	AUX
easat-7600	23	4	used	use	VERB
easat-7600	23	5	as	as	ADP
easat-7600	23	6	a	a	DET
easat-7600	23	7	communication	communication	NOUN
easat-7600	23	8	tool	tool	NOUN
easat-7600	23	9	[	[	X
easat-7600	23	10	8	8	NUM
easat-7600	23	11	,	,	PUNCT
easat-7600	23	12	9	9	NUM
easat-7600	23	13	]	]	PUNCT
easat-7600	23	14	.	.	PUNCT
easat-7600	24	1	statistics	statistic	NOUN
easat-7600	24	2	as	as	SCONJ
easat-7600	24	3	communication	communication	NOUN
easat-7600	24	4	is	be	AUX
easat-7600	24	5	a	a	DET
easat-7600	24	6	liaison	liaison	NOUN
easat-7600	24	7	between	between	ADP
easat-7600	24	8	several	several	ADJ
easat-7600	24	9	parties	party	NOUN
easat-7600	24	10	who	who	PRON
easat-7600	24	11	produce	produce	VERB
easat-7600	24	12	statistical	statistical	ADJ
easat-7600	24	13	data	datum	NOUN
easat-7600	24	14	or	or	CCONJ
easat-7600	24	15	statistical	statistical	ADJ
easat-7600	24	16	analysis	analysis	NOUN
easat-7600	24	17	so	so	SCONJ
easat-7600	24	18	that	that	SCONJ
easat-7600	24	19	the	the	DET
easat-7600	24	20	parties	party	NOUN
easat-7600	24	21	will	will	AUX
easat-7600	24	22	be	be	AUX
easat-7600	24	23	able	able	ADJ
easat-7600	24	24	to	to	PART
easat-7600	24	25	make	make	VERB
easat-7600	24	26	decisions	decision	NOUN
easat-7600	24	27	by	by	ADP
easat-7600	24	28	using	use	VERB
easat-7600	24	29	this	this	DET
easat-7600	24	30	data	datum	NOUN
easat-7600	24	31	or	or	CCONJ
easat-7600	24	32	information	information	NOUN
easat-7600	24	33	.	.	PUNCT
easat-7600	25	1	then	then	ADV
easat-7600	25	2	statistics	statistic	NOUN
easat-7600	25	3	as	as	ADP
easat-7600	25	4	a	a	DET
easat-7600	25	5	description	description	NOUN
easat-7600	25	6	is	be	AUX
easat-7600	25	7	the	the	DET
easat-7600	25	8	presentation	presentation	NOUN
easat-7600	25	9	and	and	CCONJ
easat-7600	25	10	illustration	illustration	NOUN
easat-7600	25	11	of	of	ADP
easat-7600	25	12	data	datum	NOUN
easat-7600	25	13	,	,	PUNCT
easat-7600	25	14	for	for	ADP
easat-7600	25	15	example	example	NOUN
easat-7600	25	16	measuring	measure	VERB
easat-7600	25	17	production	production	NOUN
easat-7600	25	18	results	result	NOUN
easat-7600	25	19	,	,	PUNCT
easat-7600	25	20	news	news	NOUN
easat-7600	25	21	coverage	coverage	NOUN
easat-7600	25	22	reports	report	NOUN
easat-7600	25	23	,	,	PUNCT
easat-7600	25	24	consumer	consumer	NOUN
easat-7600	25	25	price	price	NOUN
easat-7600	25	26	indices	index	NOUN
easat-7600	25	27	,	,	PUNCT
easat-7600	25	28	financial	financial	ADJ
easat-7600	25	29	reports	report	NOUN
easat-7600	25	30	,	,	PUNCT
easat-7600	25	31	inflation	inflation	NOUN
easat-7600	25	32	rates	rate	NOUN
easat-7600	25	33	,	,	PUNCT
easat-7600	25	34	population	population	NOUN
easat-7600	25	35	,	,	PUNCT
easat-7600	25	36	and	and	CCONJ
easat-7600	25	37	state	state	NOUN
easat-7600	25	38	income	income	NOUN
easat-7600	25	39	and	and	CCONJ
easat-7600	25	40	expenditure	expenditure	NOUN
easat-7600	25	41	results	result	NOUN
easat-7600	25	42	[	[	X
easat-7600	25	43	10	10	NUM
easat-7600	25	44	,	,	PUNCT
easat-7600	25	45	11	11	NUM
easat-7600	25	46	]	]	PUNCT
easat-7600	25	47	.	.	PUNCT
easat-7600	26	1	2831	2831	NUM
easat-7600	26	2	edelweiss	edelweiss	PROPN
easat-7600	26	3	applied	apply	VERB
easat-7600	26	4	science	science	NOUN
easat-7600	26	5	and	and	CCONJ
easat-7600	26	6	technology	technology	NOUN
easat-7600	26	7	issn	issn	PROPN
easat-7600	26	8	:	:	PUNCT
easat-7600	26	9	2576	2576	NUM
easat-7600	26	10	-	-	SYM
easat-7600	26	11	8484	8484	NUM
easat-7600	26	12	vol	vol	NOUN
easat-7600	26	13	.	.	PROPN
easat-7600	27	1	9	9	NUM
easat-7600	27	2	,	,	PUNCT
easat-7600	27	3	no	no	INTJ
easat-7600	27	4	.	.	NOUN
easat-7600	27	5	5	5	NUM
easat-7600	27	6	:	:	SYM
easat-7600	27	7	2830	2830	NUM
easat-7600	27	8	-	-	SYM
easat-7600	27	9	2835	2835	NUM
easat-7600	27	10	,	,	PUNCT
easat-7600	27	11	2025	2025	NUM
easat-7600	27	12	doi	doi	NOUN
easat-7600	27	13	:	:	PUNCT
easat-7600	27	14	10.55214/25768484.v9i5.7600	10.55214/25768484.v9i5.7600	NUM
easat-7600	27	15	©	©	PROPN
easat-7600	27	16	2025	2025	NUM
easat-7600	27	17	by	by	ADP
easat-7600	27	18	the	the	DET
easat-7600	27	19	authors	author	NOUN
easat-7600	27	20	;	;	PUNCT
easat-7600	27	21	licensee	licensee	PROPN
easat-7600	27	22	learning	learning	NOUN
easat-7600	27	23	gate	gate	VERB
easat-7600	27	24	other	other	ADJ
easat-7600	27	25	uses	use	NOUN
easat-7600	27	26	of	of	ADP
easat-7600	27	27	statistics	statistic	NOUN
easat-7600	27	28	include	include	VERB
easat-7600	27	29	regression	regression	NOUN
easat-7600	27	30	,	,	PUNCT
easat-7600	27	31	which	which	PRON
easat-7600	27	32	is	be	AUX
easat-7600	27	33	to	to	PART
easat-7600	27	34	predict	predict	VERB
easat-7600	27	35	the	the	DET
easat-7600	27	36	effect	effect	NOUN
easat-7600	27	37	of	of	ADP
easat-7600	27	38	one	one	NUM
easat-7600	27	39	data	datum	NOUN
easat-7600	27	40	with	with	ADP
easat-7600	27	41	other	other	ADJ
easat-7600	27	42	data	datum	NOUN
easat-7600	27	43	and	and	CCONJ
easat-7600	27	44	to	to	PART
easat-7600	27	45	anticipate	anticipate	VERB
easat-7600	27	46	future	future	ADJ
easat-7600	27	47	symptoms	symptom	NOUN
easat-7600	27	48	;	;	PUNCT
easat-7600	27	49	correlation	correlation	NOUN
easat-7600	27	50	,	,	PUNCT
easat-7600	27	51	which	which	PRON
easat-7600	27	52	is	be	AUX
easat-7600	27	53	to	to	PART
easat-7600	27	54	find	find	VERB
easat-7600	27	55	the	the	DET
easat-7600	27	56	strength	strength	NOUN
easat-7600	27	57	or	or	CCONJ
easat-7600	27	58	magnitude	magnitude	NOUN
easat-7600	27	59	of	of	ADP
easat-7600	27	60	the	the	DET
easat-7600	27	61	data	datum	NOUN
easat-7600	27	62	relationship	relationship	NOUN
easat-7600	27	63	in	in	ADP
easat-7600	27	64	a	a	DET
easat-7600	27	65	study	study	NOUN
easat-7600	27	66	;	;	PUNCT
easat-7600	27	67	and	and	CCONJ
easat-7600	27	68	comparison	comparison	NOUN
easat-7600	27	69	,	,	PUNCT
easat-7600	27	70	which	which	PRON
easat-7600	27	71	is	be	AUX
easat-7600	27	72	to	to	PART
easat-7600	27	73	compare	compare	VERB
easat-7600	27	74	data	datum	NOUN
easat-7600	27	75	from	from	ADP
easat-7600	27	76	two	two	NUM
easat-7600	27	77	or	or	CCONJ
easat-7600	27	78	more	more	ADJ
easat-7600	27	79	groups	group	NOUN
easat-7600	27	80	[	[	X
easat-7600	27	81	12	12	NUM
easat-7600	27	82	,	,	PUNCT
easat-7600	27	83	13	13	NUM
easat-7600	27	84	]	]	PUNCT
easat-7600	27	85	.	.	PUNCT
easat-7600	28	1	logistic	logistic	ADJ
easat-7600	28	2	regression	regression	NOUN
easat-7600	28	3	is	be	AUX
easat-7600	28	4	a	a	DET
easat-7600	28	5	statistical	statistical	ADJ
easat-7600	28	6	method	method	NOUN
easat-7600	28	7	applied	apply	VERB
easat-7600	28	8	to	to	PART
easat-7600	28	9	model	model	VERB
easat-7600	28	10	a	a	DET
easat-7600	28	11	dependent	dependent	ADJ
easat-7600	28	12	variable	variable	NOUN
easat-7600	28	13	that	that	PRON
easat-7600	28	14	is	be	AUX
easat-7600	28	15	categorical	categorical	ADJ
easat-7600	28	16	(	(	PUNCT
easat-7600	28	17	nominal	nominal	ADJ
easat-7600	28	18	/	/	SYM
easat-7600	28	19	ordinal	ordinal	ADJ
easat-7600	28	20	scale	scale	NOUN
easat-7600	28	21	)	)	PUNCT
easat-7600	28	22	based	base	VERB
easat-7600	28	23	on	on	ADP
easat-7600	28	24	one	one	NUM
easat-7600	28	25	or	or	CCONJ
easat-7600	28	26	more	more	ADV
easat-7600	28	27	independent	independent	ADJ
easat-7600	28	28	variables	variable	NOUN
easat-7600	28	29	that	that	PRON
easat-7600	28	30	can	can	AUX
easat-7600	28	31	be	be	AUX
easat-7600	28	32	categorical	categorical	ADJ
easat-7600	28	33	or	or	CCONJ
easat-7600	28	34	continuous	continuous	ADJ
easat-7600	28	35	variables	variable	NOUN
easat-7600	28	36	(	(	PUNCT
easat-7600	28	37	interval	interval	NOUN
easat-7600	28	38	or	or	CCONJ
easat-7600	28	39	ratio	ratio	NOUN
easat-7600	28	40	scale	scale	NOUN
easat-7600	28	41	)	)	PUNCT
easat-7600	29	1	[	[	X
easat-7600	29	2	14	14	NUM
easat-7600	29	3	,	,	PUNCT
easat-7600	29	4	15	15	NUM
easat-7600	29	5	]	]	PUNCT
easat-7600	29	6	.	.	PUNCT
easat-7600	30	1	logistic	logistic	ADJ
easat-7600	30	2	regression	regression	NOUN
easat-7600	30	3	is	be	AUX
easat-7600	30	4	part	part	NOUN
easat-7600	30	5	of	of	ADP
easat-7600	30	6	a	a	DET
easat-7600	30	7	regression	regression	NOUN
easat-7600	30	8	analysis	analysis	NOUN
easat-7600	30	9	that	that	PRON
easat-7600	30	10	can	can	AUX
easat-7600	30	11	be	be	AUX
easat-7600	30	12	used	use	VERB
easat-7600	30	13	if	if	SCONJ
easat-7600	30	14	the	the	DET
easat-7600	30	15	dependent	dependent	ADJ
easat-7600	30	16	variable	variable	NOUN
easat-7600	30	17	is	be	AUX
easat-7600	30	18	a	a	DET
easat-7600	30	19	dichotomous	dichotomous	ADJ
easat-7600	30	20	variable	variable	NOUN
easat-7600	30	21	,	,	PUNCT
easat-7600	30	22	which	which	PRON
easat-7600	30	23	is	be	AUX
easat-7600	30	24	a	a	DET
easat-7600	30	25	variable	variable	NOUN
easat-7600	30	26	that	that	PRON
easat-7600	30	27	has	have	VERB
easat-7600	30	28	different	different	ADJ
easat-7600	30	29	or	or	CCONJ
easat-7600	30	30	opposite	opposite	ADJ
easat-7600	30	31	category	category	NOUN
easat-7600	30	32	values	value	NOUN
easat-7600	30	33	,	,	PUNCT
easat-7600	30	34	usually	usually	ADV
easat-7600	30	35	consisting	consist	VERB
easat-7600	30	36	of	of	ADP
easat-7600	30	37	only	only	ADV
easat-7600	30	38	two	two	NUM
easat-7600	30	39	values	value	NOUN
easat-7600	30	40	,	,	PUNCT
easat-7600	30	41	which	which	PRON
easat-7600	30	42	represent	represent	VERB
easat-7600	30	43	the	the	DET
easat-7600	30	44	occurrence	occurrence	NOUN
easat-7600	30	45	or	or	CCONJ
easat-7600	30	46	absence	absence	NOUN
easat-7600	30	47	of	of	ADP
easat-7600	30	48	an	an	DET
easat-7600	30	49	event	event	NOUN
easat-7600	30	50	which	which	PRON
easat-7600	30	51	is	be	AUX
easat-7600	30	52	usually	usually	ADV
easat-7600	30	53	given	give	VERB
easat-7600	30	54	the	the	DET
easat-7600	30	55	number	number	NOUN
easat-7600	30	56	0	0	NUM
easat-7600	30	57	or	or	CCONJ
easat-7600	30	58	1	1	NUM
easat-7600	31	1	[	[	SYM
easat-7600	31	2	16	16	NUM
easat-7600	31	3	,	,	PUNCT
easat-7600	31	4	17	17	NUM
easat-7600	31	5	]	]	PUNCT
easat-7600	31	6	.	.	PUNCT
easat-7600	32	1	binary	binary	PROPN
easat-7600	32	2	logistic	logistic	ADJ
easat-7600	32	3	regression	regression	NOUN
easat-7600	32	4	is	be	AUX
easat-7600	32	5	also	also	ADV
easat-7600	32	6	said	say	VERB
easat-7600	32	7	to	to	PART
easat-7600	32	8	be	be	AUX
easat-7600	32	9	one	one	NUM
easat-7600	32	10	of	of	ADP
easat-7600	32	11	the	the	DET
easat-7600	32	12	mathematical	mathematical	ADJ
easat-7600	32	13	model	model	NOUN
easat-7600	32	14	approaches	approach	NOUN
easat-7600	32	15	used	use	VERB
easat-7600	32	16	to	to	PART
easat-7600	32	17	analyze	analyze	VERB
easat-7600	32	18	the	the	DET
easat-7600	32	19	relationship	relationship	NOUN
easat-7600	32	20	of	of	ADP
easat-7600	32	21	several	several	ADJ
easat-7600	32	22	factors	factor	NOUN
easat-7600	32	23	with	with	ADP
easat-7600	32	24	a	a	DET
easat-7600	32	25	variable	variable	NOUN
easat-7600	32	26	that	that	PRON
easat-7600	32	27	is	be	AUX
easat-7600	32	28	dichotomous	dichotomous	ADJ
easat-7600	32	29	(	(	PUNCT
easat-7600	32	30	binary	binary	NOUN
easat-7600	32	31	)	)	PUNCT
easat-7600	33	1	[	[	X
easat-7600	33	2	18	18	NUM
easat-7600	33	3	]	]	PUNCT
easat-7600	33	4	.	.	PUNCT
easat-7600	34	1	that	that	PRON
easat-7600	34	2	is	be	AUX
easat-7600	34	3	,	,	PUNCT
easat-7600	34	4	in	in	ADP
easat-7600	34	5	binary	binary	ADJ
easat-7600	34	6	logistic	logistic	ADJ
easat-7600	34	7	regression	regression	NOUN
easat-7600	34	8	,	,	PUNCT
easat-7600	34	9	the	the	DET
easat-7600	34	10	data	datum	NOUN
easat-7600	34	11	on	on	ADP
easat-7600	34	12	the	the	DET
easat-7600	34	13	dependent	dependent	ADJ
easat-7600	34	14	variable	variable	NOUN
easat-7600	34	15	is	be	AUX
easat-7600	34	16	binary	binary	ADJ
easat-7600	34	17	(	(	PUNCT
easat-7600	34	18	0	0	NUM
easat-7600	34	19	and	and	CCONJ
easat-7600	34	20	1	1	NUM
easat-7600	34	21	)	)	PUNCT
easat-7600	34	22	.	.	PUNCT
easat-7600	35	1	the	the	DET
easat-7600	35	2	binary	binary	ADJ
easat-7600	35	3	numbers	number	NOUN
easat-7600	35	4	describe	describe	VERB
easat-7600	35	5	two	two	NUM
easat-7600	35	6	contrasting	contrast	VERB
easat-7600	35	7	categories	category	NOUN
easat-7600	35	8	of	of	ADP
easat-7600	35	9	data	datum	NOUN
easat-7600	35	10	,	,	PUNCT
easat-7600	35	11	such	such	ADJ
easat-7600	35	12	as	as	ADP
easat-7600	35	13	'	'	PUNCT
easat-7600	35	14	yes	yes	INTJ
easat-7600	35	15	or	or	CCONJ
easat-7600	35	16	no	no	INTJ
easat-7600	35	17	,	,	PUNCT
easat-7600	35	18	'	'	PUNCT
easat-7600	35	19	'	'	VERB
easat-7600	35	20	success	success	NOUN
easat-7600	35	21	or	or	CCONJ
easat-7600	35	22	failure	failure	NOUN
easat-7600	35	23	,	,	PUNCT
easat-7600	35	24	'	'	PUNCT
easat-7600	35	25	and	and	CCONJ
easat-7600	35	26	so	so	ADV
easat-7600	35	27	on	on	ADV
easat-7600	35	28	.	.	PUNCT
easat-7600	36	1	the	the	DET
easat-7600	36	2	general	general	ADJ
easat-7600	36	3	form	form	NOUN
easat-7600	36	4	of	of	ADP
easat-7600	36	5	the	the	DET
easat-7600	36	6	logistic	logistic	ADJ
easat-7600	36	7	regression	regression	NOUN
easat-7600	36	8	model	model	NOUN
easat-7600	36	9	:	:	PUNCT
easat-7600	36	10	𝑔(𝑋𝑘𝑖	𝑔(𝑋𝑘𝑖	NOUN
easat-7600	36	11	)	)	PUNCT
easat-7600	36	12	=	=	SYM
easat-7600	36	13	𝑙𝑛	𝑙𝑛	X
easat-7600	36	14	[	[	PUNCT
easat-7600	36	15	𝑃(𝑌|𝑋𝑘𝑖	𝑃(𝑌|𝑋𝑘𝑖	NOUN
easat-7600	36	16	)	)	PUNCT
easat-7600	36	17	𝑃(𝑌|𝑋𝑘𝑖	𝑃(𝑌|𝑋𝑘𝑖	NOUN
easat-7600	36	18	)	)	PUNCT
easat-7600	36	19	]	]	PUNCT
easat-7600	37	1	=	=	SYM
easat-7600	37	2	𝛽0	𝛽0	PROPN
easat-7600	37	3	+	+	CCONJ
easat-7600	37	4	𝛽1𝑋1𝑖	𝛽1𝑋1𝑖	ADJ
easat-7600	37	5	+	+	CCONJ
easat-7600	37	6	𝛽2𝑋2𝑖	𝛽2𝑋2𝑖	ADJ
easat-7600	37	7	+	+	NOUN
easat-7600	37	8	⋯+	⋯+	NOUN
easat-7600	37	9	𝛽𝑘𝑋𝑘𝑖	𝛽𝑘𝑋𝑘𝑖	ADJ
easat-7600	37	10	description	description	NOUN
easat-7600	37	11	:	:	PUNCT
easat-7600	37	12	𝑃(𝑌|𝑋𝑘𝑖	𝑃(𝑌|𝑋𝑘𝑖	NOUN
easat-7600	37	13	)	)	PUNCT
easat-7600	37	14	:	:	PUNCT
easat-7600	37	15	𝑒(𝛽0+𝛽1𝑋1𝑖+𝛽2𝑋2𝑖+⋯+𝛽𝑘𝑋𝑘𝑖	𝑒(𝛽0+𝛽1𝑋1𝑖+𝛽2𝑋2𝑖+⋯+𝛽𝑘𝑋𝑘𝑖	NOUN
easat-7600	37	16	)	)	PUNCT
easat-7600	37	17	1+𝑒(𝛽0+𝛽1𝑋1𝑖+𝛽2𝑋2𝑖+⋯+𝛽𝑘𝑋𝑘𝑖	1+𝑒(𝛽0+𝛽1𝑋1𝑖+𝛽2𝑋2𝑖+⋯+𝛽𝑘𝑋𝑘𝑖	NUM
easat-7600	37	18	)	)	PUNCT
easat-7600	37	19	xki	xki	NOUN
easat-7600	37	20	:	:	PUNCT
easat-7600	37	21	the	the	DET
easat-7600	37	22	value	value	NOUN
easat-7600	37	23	of	of	ADP
easat-7600	37	24	the	the	DET
easat-7600	37	25	kth	kth	PROPN
easat-7600	37	26	independent	independent	ADJ
easat-7600	37	27	variable	variable	NOUN
easat-7600	37	28	of	of	ADP
easat-7600	37	29	the	the	DET
easat-7600	37	30	i	i	PROPN
easat-7600	37	31	-	-	PUNCT
easat-7600	37	32	th	th	VERB
easat-7600	37	33	observation	observation	NOUN
easat-7600	37	34	βk	βk	ADP
easat-7600	37	35	:	:	PUNCT
easat-7600	37	36	parameter	parameter	NOUN
easat-7600	37	37	value	value	NOUN
easat-7600	37	38	of	of	ADP
easat-7600	37	39	the	the	DET
easat-7600	37	40	kth	kth	PROPN
easat-7600	37	41	independent	independent	PROPN
easat-7600	37	42	variable	variable	PROPN
easat-7600	37	43	k	k	PROPN
easat-7600	37	44	:	:	PUNCT
easat-7600	37	45	index	index	NOUN
easat-7600	37	46	for	for	ADP
easat-7600	37	47	independent	independent	ADJ
easat-7600	37	48	variables	variable	NOUN
easat-7600	37	49	(	(	PUNCT
easat-7600	37	50	k	k	NOUN
easat-7600	37	51	=	=	SYM
easat-7600	37	52	0	0	NUM
easat-7600	37	53	,	,	PUNCT
easat-7600	37	54	1	1	NUM
easat-7600	37	55	,	,	PUNCT
easat-7600	37	56	2	2	NUM
easat-7600	37	57	,	,	PUNCT
easat-7600	37	58	...	...	PUNCT
easat-7600	37	59	,	,	PUNCT
easat-7600	37	60	p	p	X
easat-7600	37	61	)	)	PUNCT
easat-7600	37	62	i	i	PRON
easat-7600	37	63	:	:	PUNCT
easat-7600	37	64	index	index	NOUN
easat-7600	37	65	for	for	ADP
easat-7600	37	66	the	the	DET
easat-7600	37	67	observation	observation	NOUN
easat-7600	37	68	(	(	PUNCT
easat-7600	37	69	i	i	NOUN
easat-7600	37	70	=	=	NOUN
easat-7600	37	71	1	1	NUM
easat-7600	37	72	,	,	PUNCT
easat-7600	37	73	2	2	NUM
easat-7600	37	74	,	,	PUNCT
easat-7600	37	75	...	...	PUNCT
easat-7600	37	76	,	,	PUNCT
easat-7600	37	77	n	n	CCONJ
easat-7600	37	78	)	)	PUNCT
easat-7600	37	79	many	many	ADJ
easat-7600	37	80	methods	method	NOUN
easat-7600	37	81	can	can	AUX
easat-7600	37	82	be	be	AUX
easat-7600	37	83	used	use	VERB
easat-7600	37	84	to	to	PART
easat-7600	37	85	estimate	estimate	VERB
easat-7600	37	86	the	the	DET
easat-7600	37	87	value	value	NOUN
easat-7600	37	88	of	of	ADP
easat-7600	37	89	model	model	NOUN
easat-7600	37	90	parameters	parameter	NOUN
easat-7600	37	91	,	,	PUNCT
easat-7600	37	92	including	include	VERB
easat-7600	37	93	the	the	DET
easat-7600	37	94	least	least	ADJ
easat-7600	37	95	squares	square	NOUN
easat-7600	37	96	method	method	NOUN
easat-7600	37	97	and	and	CCONJ
easat-7600	37	98	maximum	maximum	ADJ
easat-7600	37	99	likelihood	likelihood	NOUN
easat-7600	37	100	estimation	estimation	NOUN
easat-7600	37	101	(	(	PUNCT
easat-7600	37	102	mle	mle	PROPN
easat-7600	37	103	)	)	PUNCT
easat-7600	37	104	.	.	PUNCT
easat-7600	38	1	however	however	ADV
easat-7600	38	2	,	,	PUNCT
easat-7600	38	3	one	one	NUM
easat-7600	38	4	method	method	NOUN
easat-7600	38	5	that	that	PRON
easat-7600	38	6	is	be	AUX
easat-7600	38	7	suitable	suitable	ADJ
easat-7600	38	8	for	for	ADP
easat-7600	38	9	estimating	estimate	VERB
easat-7600	38	10	parameters	parameter	NOUN
easat-7600	38	11	in	in	ADP
easat-7600	38	12	logistic	logistic	ADJ
easat-7600	38	13	regression	regression	NOUN
easat-7600	38	14	analysis	analysis	NOUN
easat-7600	38	15	is	be	AUX
easat-7600	38	16	mle	mle	NOUN
easat-7600	38	17	,	,	PUNCT
easat-7600	38	18	which	which	PRON
easat-7600	38	19	is	be	AUX
easat-7600	38	20	a	a	DET
easat-7600	38	21	method	method	NOUN
easat-7600	38	22	for	for	ADP
easat-7600	38	23	estimating	estimate	VERB
easat-7600	38	24	unknown	unknown	ADJ
easat-7600	38	25	population	population	NOUN
easat-7600	38	26	parameters	parameter	NOUN
easat-7600	38	27	.	.	PUNCT
easat-7600	39	1	2	2	X
easat-7600	39	2	.	.	X
easat-7600	39	3	methods	method	NOUN
easat-7600	39	4	mulawarman	mulawarman	PROPN
easat-7600	39	5	university	university	PROPN
easat-7600	39	6	is	be	AUX
easat-7600	39	7	a	a	DET
easat-7600	39	8	state	state	NOUN
easat-7600	39	9	university	university	NOUN
easat-7600	39	10	in	in	ADP
easat-7600	39	11	the	the	DET
easat-7600	39	12	province	province	NOUN
easat-7600	39	13	of	of	ADP
easat-7600	39	14	east	east	PROPN
easat-7600	39	15	kalimantan	kalimantan	PROPN
easat-7600	39	16	,	,	PUNCT
easat-7600	39	17	established	establish	VERB
easat-7600	39	18	on	on	ADP
easat-7600	39	19	september	september	PROPN
easat-7600	39	20	27	27	NUM
easat-7600	39	21	,	,	PUNCT
easat-7600	39	22	1962	1962	NUM
easat-7600	39	23	based	base	VERB
easat-7600	39	24	on	on	ADP
easat-7600	39	25	the	the	DET
easat-7600	39	26	decree	decree	NOUN
easat-7600	39	27	of	of	ADP
easat-7600	39	28	the	the	DET
easat-7600	39	29	minister	minister	NOUN
easat-7600	39	30	of	of	ADP
easat-7600	39	31	education	education	PROPN
easat-7600	39	32	and	and	CCONJ
easat-7600	39	33	science	science	NOUN
easat-7600	39	34	no	no	INTJ
easat-7600	39	35	.	.	PROPN
easat-7600	39	36	130	130	NUM
easat-7600	39	37	of	of	ADP
easat-7600	39	38	1962	1962	NUM
easat-7600	39	39	with	with	ADP
easat-7600	39	40	four	four	NUM
easat-7600	39	41	faculties	faculty	NOUN
easat-7600	39	42	,	,	PUNCT
easat-7600	39	43	namely	namely	ADV
easat-7600	39	44	:	:	PUNCT
easat-7600	39	45	the	the	DET
easat-7600	39	46	faculty	faculty	NOUN
easat-7600	39	47	of	of	ADP
easat-7600	39	48	constitution	constitution	NOUN
easat-7600	39	49	and	and	CCONJ
easat-7600	39	50	order	order	NOUN
easat-7600	39	51	,	,	PUNCT
easat-7600	39	52	the	the	DET
easat-7600	39	53	faculty	faculty	NOUN
easat-7600	39	54	of	of	ADP
easat-7600	39	55	agriculture	agriculture	NOUN
easat-7600	39	56	,	,	PUNCT
easat-7600	39	57	the	the	DET
easat-7600	39	58	faculty	faculty	NOUN
easat-7600	39	59	of	of	ADP
easat-7600	39	60	forestry	forestry	NOUN
easat-7600	39	61	,	,	PUNCT
easat-7600	39	62	and	and	CCONJ
easat-7600	39	63	the	the	DET
easat-7600	39	64	faculty	faculty	NOUN
easat-7600	39	65	of	of	ADP
easat-7600	39	66	mining	mining	NOUN
easat-7600	39	67	[	[	X
easat-7600	39	68	19	19	NUM
easat-7600	39	69	]	]	PUNCT
easat-7600	39	70	.	.	PUNCT
easat-7600	40	1	the	the	DET
easat-7600	40	2	main	main	ADJ
easat-7600	40	3	campus	campus	NOUN
easat-7600	40	4	of	of	ADP
easat-7600	40	5	mulawarman	mulawarman	NOUN
easat-7600	40	6	university	university	NOUN
easat-7600	40	7	is	be	AUX
easat-7600	40	8	located	locate	VERB
easat-7600	40	9	at	at	ADP
easat-7600	40	10	gunung	gunung	PROPN
easat-7600	40	11	kelua	kelua	NOUN
easat-7600	40	12	,	,	PUNCT
easat-7600	40	13	while	while	SCONJ
easat-7600	40	14	other	other	ADJ
easat-7600	40	15	campuses	campus	NOUN
easat-7600	40	16	are	be	AUX
easat-7600	40	17	located	locate	VERB
easat-7600	40	18	on	on	ADP
easat-7600	40	19	jalan	jalan	PROPN
easat-7600	40	20	pahlawan	pahlawan	PROPN
easat-7600	40	21	,	,	PUNCT
easat-7600	40	22	jalan	jalan	PROPN
easat-7600	40	23	banggeris	banggeris	PROPN
easat-7600	40	24	and	and	CCONJ
easat-7600	40	25	jalan	jalan	PROPN
easat-7600	40	26	flores	flores	PROPN
easat-7600	40	27	.	.	PUNCT
easat-7600	41	1	mulawarman	mulawarman	PROPN
easat-7600	41	2	university	university	PROPN
easat-7600	41	3	has	have	VERB
easat-7600	41	4	thirteen	thirteen	NUM
easat-7600	41	5	faculties	faculty	NOUN
easat-7600	41	6	namely	namely	ADV
easat-7600	41	7	the	the	DET
easat-7600	41	8	faculty	faculty	NOUN
easat-7600	41	9	of	of	ADP
easat-7600	41	10	economics	economic	NOUN
easat-7600	41	11	and	and	CCONJ
easat-7600	41	12	business	business	NOUN
easat-7600	41	13	;	;	PUNCT
easat-7600	41	14	pharmacy	pharmacy	NOUN
easat-7600	41	15	;	;	PUNCT
easat-7600	41	16	law	law	NOUN
easat-7600	41	17	;	;	PUNCT
easat-7600	41	18	humanities	humanity	NOUN
easat-7600	41	19	;	;	PUNCT
easat-7600	41	20	social	social	ADJ
easat-7600	41	21	and	and	CCONJ
easat-7600	41	22	political	political	ADJ
easat-7600	41	23	sciences	science	NOUN
easat-7600	41	24	;	;	PUNCT
easat-7600	41	25	medicine	medicine	NOUN
easat-7600	41	26	;	;	PUNCT
easat-7600	41	27	teacher	teacher	NOUN
easat-7600	41	28	training	training	NOUN
easat-7600	41	29	and	and	CCONJ
easat-7600	41	30	education	education	NOUN
easat-7600	41	31	;	;	PUNCT
easat-7600	41	32	forestry	forestry	NOUN
easat-7600	41	33	;	;	PUNCT
easat-7600	41	34	public	public	ADJ
easat-7600	41	35	health	health	NOUN
easat-7600	41	36	;	;	PUNCT
easat-7600	41	37	mathematics	mathematic	NOUN
easat-7600	41	38	and	and	CCONJ
easat-7600	41	39	natural	natural	ADJ
easat-7600	41	40	sciences	science	NOUN
easat-7600	41	41	;	;	PUNCT
easat-7600	41	42	fisheries	fishery	NOUN
easat-7600	41	43	and	and	CCONJ
easat-7600	41	44	marine	marine	ADJ
easat-7600	41	45	science	science	NOUN
easat-7600	41	46	;	;	PUNCT
easat-7600	41	47	agriculture	agriculture	NOUN
easat-7600	41	48	;	;	PUNCT
easat-7600	41	49	and	and	CCONJ
easat-7600	41	50	engineering	engineering	NOUN
easat-7600	41	51	[	[	X
easat-7600	41	52	20	20	NUM
easat-7600	41	53	]	]	PUNCT
easat-7600	41	54	.	.	PUNCT
easat-7600	42	1	the	the	DET
easat-7600	42	2	number	number	NOUN
easat-7600	42	3	of	of	ADP
easat-7600	42	4	undergraduate	undergraduate	ADJ
easat-7600	42	5	students	student	NOUN
easat-7600	42	6	by	by	ADP
easat-7600	42	7	faculty	faculty	NOUN
easat-7600	42	8	until	until	ADP
easat-7600	42	9	the	the	DET
easat-7600	42	10	odd	odd	ADJ
easat-7600	42	11	semester	semester	NOUN
easat-7600	42	12	2023/2024	2023/2024	NUM
easat-7600	42	13	is	be	AUX
easat-7600	42	14	faculty	faculty	NOUN
easat-7600	42	15	of	of	ADP
easat-7600	42	16	economics	economic	NOUN
easat-7600	42	17	and	and	CCONJ
easat-7600	42	18	business	business	NOUN
easat-7600	42	19	as	as	ADV
easat-7600	42	20	many	many	ADJ
easat-7600	42	21	as	as	ADP
easat-7600	42	22	4,137	4,137	NUM
easat-7600	42	23	people	people	NOUN
easat-7600	42	24	,	,	PUNCT
easat-7600	42	25	faculty	faculty	NOUN
easat-7600	42	26	of	of	ADP
easat-7600	42	27	pharmacy	pharmacy	NOUN
easat-7600	42	28	1,334	1,334	NUM
easat-7600	42	29	people	people	NOUN
easat-7600	42	30	,	,	PUNCT
easat-7600	42	31	faculty	faculty	NOUN
easat-7600	42	32	of	of	ADP
easat-7600	42	33	law	law	NOUN
easat-7600	42	34	1,666	1,666	NUM
easat-7600	42	35	people	people	NOUN
easat-7600	42	36	,	,	PUNCT
easat-7600	42	37	faculty	faculty	NOUN
easat-7600	42	38	of	of	ADP
easat-7600	42	39	cultural	cultural	ADJ
easat-7600	42	40	sciences	science	NOUN
easat-7600	42	41	1,288	1,288	NUM
easat-7600	42	42	people	people	NOUN
easat-7600	42	43	,	,	PUNCT
easat-7600	42	44	faculty	faculty	NOUN
easat-7600	42	45	of	of	ADP
easat-7600	42	46	social	social	ADJ
easat-7600	42	47	and	and	CCONJ
easat-7600	42	48	political	political	ADJ
easat-7600	42	49	sciences	science	NOUN
easat-7600	42	50	4,365	4,365	NUM
easat-7600	42	51	people	people	NOUN
easat-7600	42	52	,	,	PUNCT
easat-7600	42	53	faculty	faculty	NOUN
easat-7600	42	54	of	of	ADP
easat-7600	42	55	medicine	medicine	NOUN
easat-7600	42	56	670	670	NUM
easat-7600	42	57	people	people	NOUN
easat-7600	42	58	,	,	PUNCT
easat-7600	42	59	faculty	faculty	NOUN
easat-7600	42	60	of	of	ADP
easat-7600	42	61	teacher	teacher	NOUN
easat-7600	42	62	training	training	NOUN
easat-7600	42	63	and	and	CCONJ
easat-7600	42	64	education	education	NOUN
easat-7600	42	65	5.137	5.137	NUM
easat-7600	42	66	people	people	NOUN
easat-7600	42	67	,	,	PUNCT
easat-7600	42	68	faculty	faculty	NOUN
easat-7600	42	69	of	of	ADP
easat-7600	42	70	forestry	forestry	NOUN
easat-7600	42	71	1,539	1,539	NUM
easat-7600	42	72	people	people	NOUN
easat-7600	42	73	,	,	PUNCT
easat-7600	42	74	faculty	faculty	NOUN
easat-7600	42	75	of	of	ADP
easat-7600	42	76	public	public	ADJ
easat-7600	42	77	health	health	NOUN
easat-7600	42	78	575	575	NUM
easat-7600	42	79	people	people	NOUN
easat-7600	42	80	,	,	PUNCT
easat-7600	42	81	faculty	faculty	NOUN
easat-7600	42	82	of	of	ADP
easat-7600	42	83	mathematics	mathematic	NOUN
easat-7600	42	84	and	and	CCONJ
easat-7600	42	85	natural	natural	ADJ
easat-7600	42	86	sciences	science	NOUN
easat-7600	42	87	1,480	1,480	NUM
easat-7600	42	88	people	people	NOUN
easat-7600	42	89	,	,	PUNCT
easat-7600	42	90	faculty	faculty	NOUN
easat-7600	42	91	of	of	ADP
easat-7600	42	92	fisheries	fishery	NOUN
easat-7600	42	93	and	and	CCONJ
easat-7600	42	94	marine	marine	ADJ
easat-7600	42	95	science	science	NOUN
easat-7600	42	96	1,403	1,403	NUM
easat-7600	42	97	people	people	NOUN
easat-7600	42	98	,	,	PUNCT
easat-7600	42	99	faculty	faculty	NOUN
easat-7600	42	100	of	of	ADP
easat-7600	42	101	agriculture	agriculture	NOUN
easat-7600	42	102	1,753	1,753	NUM
easat-7600	42	103	people	people	NOUN
easat-7600	42	104	,	,	PUNCT
easat-7600	42	105	and	and	CCONJ
easat-7600	42	106	faculty	faculty	NOUN
easat-7600	42	107	of	of	ADP
easat-7600	42	108	engineering	engineer	VERB
easat-7600	42	109	3,934	3,934	NUM
easat-7600	42	110	people	people	NOUN
easat-7600	42	111	.	.	PUNCT
easat-7600	43	1	using	use	VERB
easat-7600	43	2	the	the	DET
easat-7600	43	3	slovin	slovin	NOUN
easat-7600	43	4	formula	formula	NOUN
easat-7600	43	5	with	with	ADP
easat-7600	43	6	a	a	DET
easat-7600	43	7	5	5	NUM
easat-7600	43	8	%	%	NOUN
easat-7600	43	9	error	error	NOUN
easat-7600	43	10	rate	rate	NOUN
easat-7600	43	11	,	,	PUNCT
easat-7600	43	12	the	the	DET
easat-7600	43	13	sample	sample	NOUN
easat-7600	43	14	size	size	NOUN
easat-7600	43	15	is	be	AUX
easat-7600	43	16	obtained	obtain	VERB
easat-7600	43	17	as	as	ADP
easat-7600	43	18	follows	follow	VERB
easat-7600	43	19	:	:	PUNCT
easat-7600	43	20	2832	2832	NUM
easat-7600	43	21	edelweiss	edelweiss	PROPN
easat-7600	43	22	applied	apply	VERB
easat-7600	43	23	science	science	NOUN
easat-7600	43	24	and	and	CCONJ
easat-7600	43	25	technology	technology	NOUN
easat-7600	43	26	issn	issn	PROPN
easat-7600	43	27	:	:	PUNCT
easat-7600	43	28	2576	2576	NUM
easat-7600	43	29	-	-	SYM
easat-7600	43	30	8484	8484	NUM
easat-7600	43	31	vol	vol	NOUN
easat-7600	43	32	.	.	PROPN
easat-7600	44	1	9	9	NUM
easat-7600	44	2	,	,	PUNCT
easat-7600	44	3	no	no	INTJ
easat-7600	44	4	.	.	NOUN
easat-7600	44	5	5	5	NUM
easat-7600	44	6	:	:	SYM
easat-7600	44	7	2830	2830	NUM
easat-7600	44	8	-	-	SYM
easat-7600	44	9	2835	2835	NUM
easat-7600	44	10	,	,	PUNCT
easat-7600	44	11	2025	2025	NUM
easat-7600	44	12	doi	doi	NOUN
easat-7600	44	13	:	:	PUNCT
easat-7600	44	14	10.55214/25768484.v9i5.7600	10.55214/25768484.v9i5.7600	NUM
easat-7600	44	15	©	©	PROPN
easat-7600	44	16	2025	2025	NUM
easat-7600	44	17	by	by	ADP
easat-7600	44	18	the	the	DET
easat-7600	44	19	authors	author	NOUN
easat-7600	44	20	;	;	PUNCT
easat-7600	44	21	licensee	licensee	PROPN
easat-7600	44	22	learning	learning	NOUN
easat-7600	44	23	gate	gate	NOUN
easat-7600	44	24	𝑛	𝑛	PROPN
easat-7600	44	25	=	=	SYM
easat-7600	44	26	29.281	29.281	NUM
easat-7600	44	27	1	1	NUM
easat-7600	44	28	+	+	CCONJ
easat-7600	44	29	29.281(0,05)2	29.281(0,05)2	NUM
easat-7600	44	30	=	=	PUNCT
easat-7600	45	1	29.281	29.281	NUM
easat-7600	45	2	74,2025	74,2025	NUM
easat-7600	45	3	𝑛	𝑛	NOUN
easat-7600	45	4	=	=	PUNCT
easat-7600	45	5	394,6	394,6	PROPN
easat-7600	45	6	≈	≈	PROPN
easat-7600	45	7	395	395	NUM
easat-7600	45	8	the	the	DET
easat-7600	45	9	data	data	NOUN
easat-7600	45	10	collection	collection	NOUN
easat-7600	45	11	technique	technique	NOUN
easat-7600	45	12	used	use	VERB
easat-7600	45	13	by	by	ADP
easat-7600	45	14	researchers	researcher	NOUN
easat-7600	45	15	is	be	AUX
easat-7600	45	16	interviews	interview	NOUN
easat-7600	45	17	with	with	ADP
easat-7600	45	18	respondents	respondent	NOUN
easat-7600	45	19	.	.	PUNCT
easat-7600	46	1	descriptive	descriptive	ADJ
easat-7600	46	2	data	datum	NOUN
easat-7600	46	3	collected	collect	VERB
easat-7600	46	4	by	by	ADP
easat-7600	46	5	the	the	DET
easat-7600	46	6	researchers	researcher	NOUN
easat-7600	46	7	is	be	AUX
easat-7600	46	8	in	in	ADP
easat-7600	46	9	the	the	DET
easat-7600	46	10	form	form	NOUN
easat-7600	46	11	of	of	ADP
easat-7600	46	12	questionnaire	questionnaire	NOUN
easat-7600	46	13	sheets	sheet	NOUN
easat-7600	46	14	.	.	PUNCT
easat-7600	47	1	the	the	DET
easat-7600	47	2	independent	independent	ADJ
easat-7600	47	3	variables	variable	NOUN
easat-7600	47	4	in	in	ADP
easat-7600	47	5	this	this	DET
easat-7600	47	6	study	study	NOUN
easat-7600	47	7	include	include	VERB
easat-7600	47	8	the	the	DET
easat-7600	47	9	distance	distance	NOUN
easat-7600	47	10	from	from	ADP
easat-7600	47	11	student	student	NOUN
easat-7600	47	12	residences	residence	NOUN
easat-7600	47	13	to	to	ADP
easat-7600	47	14	the	the	DET
easat-7600	47	15	campus	campus	NOUN
easat-7600	47	16	,	,	PUNCT
easat-7600	47	17	the	the	DET
easat-7600	47	18	perception	perception	NOUN
easat-7600	47	19	of	of	ADP
easat-7600	47	20	the	the	DET
easat-7600	47	21	public	public	ADJ
easat-7600	47	22	transportation	transportation	NOUN
easat-7600	47	23	cost	cost	NOUN
easat-7600	47	24	compared	compare	VERB
easat-7600	47	25	to	to	ADP
easat-7600	47	26	those	those	PRON
easat-7600	47	27	of	of	ADP
easat-7600	47	28	other	other	ADJ
easat-7600	47	29	transportation	transportation	NOUN
easat-7600	47	30	modes	mode	NOUN
easat-7600	47	31	,	,	PUNCT
easat-7600	47	32	the	the	DET
easat-7600	47	33	accessibility	accessibility	NOUN
easat-7600	47	34	of	of	ADP
easat-7600	47	35	public	public	ADJ
easat-7600	47	36	transportation	transportation	NOUN
easat-7600	47	37	around	around	ADP
easat-7600	47	38	student	student	NOUN
easat-7600	47	39	residences	residence	NOUN
easat-7600	47	40	,	,	PUNCT
easat-7600	47	41	the	the	DET
easat-7600	47	42	ownership	ownership	NOUN
easat-7600	47	43	of	of	ADP
easat-7600	47	44	private	private	ADJ
easat-7600	47	45	vehicles	vehicle	NOUN
easat-7600	47	46	,	,	PUNCT
easat-7600	47	47	and	and	CCONJ
easat-7600	47	48	travel	travel	NOUN
easat-7600	47	49	time	time	NOUN
easat-7600	47	50	from	from	ADP
easat-7600	47	51	student	student	NOUN
easat-7600	47	52	residences	residence	NOUN
easat-7600	47	53	to	to	ADP
easat-7600	47	54	campus	campus	NOUN
easat-7600	47	55	.	.	PUNCT
easat-7600	47	56	table	table	NOUN
easat-7600	47	57	1	1	NUM
easat-7600	47	58	.	.	PUNCT
easat-7600	47	59	variable	variable	ADJ
easat-7600	47	60	factors	factor	NOUN
easat-7600	47	61	of	of	ADP
easat-7600	47	62	public	public	ADJ
easat-7600	47	63	transportation	transportation	NOUN
easat-7600	47	64	use	use	NOUN
easat-7600	47	65	by	by	ADP
easat-7600	47	66	mulawarman	mulawarman	ADJ
easat-7600	47	67	university	university	NOUN
easat-7600	47	68	students	student	NOUN
easat-7600	47	69	.	.	PUNCT
easat-7600	48	1	variables	variable	NOUN
easat-7600	48	2	description	description	NOUN
easat-7600	48	3	type	type	NOUN
easat-7600	48	4	description	description	NOUN
easat-7600	48	5	y	y	NOUN
easat-7600	48	6	use	use	NOUN
easat-7600	48	7	of	of	ADP
easat-7600	48	8	public	public	ADJ
easat-7600	48	9	transportation	transportation	NOUN
easat-7600	48	10	category	category	NOUN
easat-7600	48	11	0	0	NUM
easat-7600	49	1	=	=	PUNCT
easat-7600	49	2	not	not	PART
easat-7600	49	3	using	use	VERB
easat-7600	49	4	1	1	NUM
easat-7600	49	5	=	=	VERB
easat-7600	49	6	using	use	VERB
easat-7600	49	7	x1	x1	ADJ
easat-7600	49	8	distance	distance	NOUN
easat-7600	49	9	from	from	ADP
easat-7600	49	10	residence	residence	NOUN
easat-7600	49	11	to	to	ADP
easat-7600	49	12	campus	campus	NOUN
easat-7600	49	13	category	category	NOUN
easat-7600	49	14	0	0	PUNCT
easat-7600	50	1	=	=	PUNCT
easat-7600	50	2	<	<	X
easat-7600	50	3	1	1	NUM
easat-7600	50	4	km	km	NOUN
easat-7600	50	5	1	1	NUM
easat-7600	50	6	=	=	SYM
easat-7600	50	7	1	1	NUM
easat-7600	50	8	-	-	SYM
easat-7600	50	9	3	3	NUM
easat-7600	50	10	km	km	NOUN
easat-7600	50	11	2	2	NUM
easat-7600	50	12	=	=	SYM
easat-7600	50	13	3	3	NUM
easat-7600	50	14	-	-	SYM
easat-7600	50	15	5	5	NUM
easat-7600	50	16	km	km	NOUN
easat-7600	50	17	3	3	NUM
easat-7600	50	18	=	=	SYM
easat-7600	50	19	>	>	PROPN
easat-7600	50	20	10	10	NUM
easat-7600	50	21	km	km	NOUN
easat-7600	50	22	x2	x2	PROPN
easat-7600	50	23	perceived	perceive	VERB
easat-7600	50	24	cost	cost	NOUN
easat-7600	50	25	of	of	ADP
easat-7600	50	26	public	public	ADJ
easat-7600	50	27	transport	transport	NOUN
easat-7600	50	28	compared	compare	VERB
easat-7600	50	29	to	to	ADP
easat-7600	50	30	other	other	ADJ
easat-7600	50	31	modes	mode	NOUN
easat-7600	50	32	of	of	ADP
easat-7600	50	33	transportation	transportation	NOUN
easat-7600	50	34	category	category	NOUN
easat-7600	50	35	0	0	NUM
easat-7600	51	1	=	=	PUNCT
easat-7600	51	2	very	very	ADV
easat-7600	51	3	cheap	cheap	ADJ
easat-7600	51	4	1	1	NUM
easat-7600	51	5	=	=	SYM
easat-7600	51	6	cheap	cheap	ADJ
easat-7600	51	7	2	2	NUM
easat-7600	51	8	=	=	NOUN
easat-7600	51	9	ordinary	ordinary	ADJ
easat-7600	51	10	3	3	NUM
easat-7600	51	11	=	=	SYM
easat-7600	51	12	expensive	expensive	ADJ
easat-7600	51	13	4	4	NUM
easat-7600	51	14	=	=	SYM
easat-7600	51	15	very	very	ADV
easat-7600	51	16	expensive	expensive	ADJ
easat-7600	51	17	x3	x3	ADJ
easat-7600	51	18	public	public	ADJ
easat-7600	51	19	transport	transport	NOUN
easat-7600	51	20	accessibility	accessibility	NOUN
easat-7600	51	21	category	category	NOUN
easat-7600	51	22	0	0	NUM
easat-7600	52	1	=	=	PUNCT
easat-7600	52	2	very	very	ADV
easat-7600	52	3	easy	easy	ADJ
easat-7600	52	4	1	1	NUM
easat-7600	52	5	=	=	SYM
easat-7600	52	6	easy	easy	ADJ
easat-7600	52	7	2	2	NUM
easat-7600	52	8	=	=	SYM
easat-7600	52	9	easy	easy	ADJ
easat-7600	52	10	enough	enough	ADV
easat-7600	52	11	3	3	NUM
easat-7600	52	12	=	=	SYM
easat-7600	52	13	difficult	difficult	ADJ
easat-7600	52	14	4	4	NUM
easat-7600	52	15	=	=	SYM
easat-7600	52	16	very	very	ADV
easat-7600	52	17	difficult	difficult	ADJ
easat-7600	52	18	x4	x4	ADJ
easat-7600	52	19	private	private	ADJ
easat-7600	52	20	vehicle	vehicle	NOUN
easat-7600	52	21	ownership	ownership	NOUN
easat-7600	52	22	category	category	NOUN
easat-7600	52	23	0	0	NUM
easat-7600	53	1	=	=	PRON
easat-7600	53	2	do	do	AUX
easat-7600	53	3	not	not	PART
easat-7600	53	4	have	have	VERB
easat-7600	53	5	1	1	NUM
easat-7600	53	6	=	=	SYM
easat-7600	53	7	bicycle	bicycle	NOUN
easat-7600	53	8	2	2	NUM
easat-7600	53	9	=	=	SYM
easat-7600	53	10	motorcycle	motorcycle	NOUN
easat-7600	53	11	3	3	NUM
easat-7600	53	12	=	=	NOUN
easat-7600	53	13	car	car	NOUN
easat-7600	53	14	4	4	NUM
easat-7600	53	15	=	=	SYM
easat-7600	53	16	motorcycle	motorcycle	PROPN
easat-7600	53	17	&	&	CCONJ
easat-7600	53	18	car	car	PROPN
easat-7600	53	19	x5	x5	PROPN
easat-7600	53	20	travel	travel	NOUN
easat-7600	53	21	time	time	NOUN
easat-7600	53	22	to	to	PART
easat-7600	53	23	campus	campus	VERB
easat-7600	53	24	category	category	NOUN
easat-7600	53	25	0	0	PUNCT
easat-7600	54	1	=	=	PUNCT
easat-7600	54	2	<	<	X
easat-7600	54	3	15	15	NUM
easat-7600	54	4	minutes	minute	NOUN
easat-7600	54	5	1	1	NUM
easat-7600	54	6	=	=	SYM
easat-7600	54	7	15	15	NUM
easat-7600	54	8	-	-	SYM
easat-7600	54	9	30	30	NUM
easat-7600	54	10	minutes	minute	NOUN
easat-7600	54	11	2	2	NUM
easat-7600	54	12	=	=	SYM
easat-7600	54	13	30	30	NUM
easat-7600	54	14	-	-	SYM
easat-7600	54	15	45	45	NUM
easat-7600	54	16	minutes	minute	NOUN
easat-7600	54	17	3	3	NUM
easat-7600	54	18	=	=	SYM
easat-7600	54	19	45	45	NUM
easat-7600	54	20	-	-	SYM
easat-7600	54	21	60	60	NUM
easat-7600	54	22	minutes	minute	NOUN
easat-7600	54	23	4	4	NUM
easat-7600	54	24	=	=	SYM
easat-7600	54	25	>	>	SYM
easat-7600	54	26	60	60	NUM
easat-7600	54	27	minutes	minute	NOUN
easat-7600	54	28	the	the	DET
easat-7600	54	29	research	research	NOUN
easat-7600	54	30	procedure	procedure	NOUN
easat-7600	54	31	can	can	AUX
easat-7600	54	32	be	be	AUX
easat-7600	54	33	broadly	broadly	ADV
easat-7600	54	34	divided	divide	VERB
easat-7600	54	35	into	into	ADP
easat-7600	54	36	the	the	DET
easat-7600	54	37	literature	literature	NOUN
easat-7600	54	38	study	study	NOUN
easat-7600	54	39	stage	stage	NOUN
easat-7600	54	40	,	,	PUNCT
easat-7600	54	41	determining	determine	VERB
easat-7600	54	42	the	the	DET
easat-7600	54	43	number	number	NOUN
easat-7600	54	44	and	and	CCONJ
easat-7600	54	45	distribution	distribution	NOUN
easat-7600	54	46	of	of	ADP
easat-7600	54	47	samples	sample	NOUN
easat-7600	54	48	,	,	PUNCT
easat-7600	54	49	organizing	organize	VERB
easat-7600	54	50	data	datum	NOUN
easat-7600	54	51	,	,	PUNCT
easat-7600	54	52	and	and	CCONJ
easat-7600	54	53	analyzing	analyze	VERB
easat-7600	54	54	data	datum	NOUN
easat-7600	54	55	.	.	PUNCT
easat-7600	55	1	the	the	DET
easat-7600	55	2	first	first	ADJ
easat-7600	55	3	stage	stage	NOUN
easat-7600	55	4	or	or	CCONJ
easat-7600	55	5	preparation	preparation	NOUN
easat-7600	55	6	stage	stage	NOUN
easat-7600	55	7	is	be	AUX
easat-7600	55	8	a	a	DET
easat-7600	55	9	literature	literature	NOUN
easat-7600	55	10	study	study	NOUN
easat-7600	55	11	to	to	PART
easat-7600	55	12	comprehend	comprehend	VERB
easat-7600	55	13	theories	theory	NOUN
easat-7600	55	14	related	relate	VERB
easat-7600	55	15	to	to	ADP
easat-7600	55	16	the	the	DET
easat-7600	55	17	goal	goal	NOUN
easat-7600	55	18	of	of	ADP
easat-7600	55	19	the	the	DET
easat-7600	55	20	research	research	NOUN
easat-7600	55	21	,	,	PUNCT
easat-7600	55	22	then	then	ADV
easat-7600	55	23	to	to	ADP
easat-7600	55	24	determinethe	determinethe	DET
easat-7600	55	25	number	number	NOUN
easat-7600	55	26	and	and	CCONJ
easat-7600	55	27	distribution	distribution	NOUN
easat-7600	55	28	of	of	ADP
easat-7600	55	29	samples	sample	NOUN
easat-7600	55	30	in	in	ADP
easat-7600	55	31	accordance	accordance	NOUN
easat-7600	55	32	with	with	ADP
easat-7600	55	33	the	the	DET
easat-7600	55	34	research	research	NOUN
easat-7600	55	35	area	area	NOUN
easat-7600	55	36	.	.	PUNCT
easat-7600	56	1	the	the	DET
easat-7600	56	2	second	second	ADJ
easat-7600	56	3	stage	stage	NOUN
easat-7600	56	4	is	be	AUX
easat-7600	56	5	data	data	NOUN
easat-7600	56	6	collection	collection	NOUN
easat-7600	56	7	,	,	PUNCT
easat-7600	56	8	and	and	CCONJ
easat-7600	56	9	organizing	organize	VERB
easat-7600	56	10	required	required	ADJ
easat-7600	56	11	data	datum	NOUN
easat-7600	56	12	obtained	obtain	VERB
easat-7600	56	13	from	from	ADP
easat-7600	56	14	surveys	survey	NOUN
easat-7600	56	15	.	.	PUNCT
easat-7600	57	1	based	base	VERB
easat-7600	57	2	on	on	ADP
easat-7600	57	3	the	the	DET
easat-7600	57	4	source	source	NOUN
easat-7600	57	5	of	of	ADP
easat-7600	57	6	data	datum	NOUN
easat-7600	57	7	,	,	PUNCT
easat-7600	57	8	data	datum	NOUN
easat-7600	57	9	can	can	AUX
easat-7600	57	10	be	be	AUX
easat-7600	57	11	classified	classify	VERB
easat-7600	57	12	into	into	ADP
easat-7600	57	13	primary	primary	ADJ
easat-7600	57	14	data	datum	NOUN
easat-7600	57	15	obtained	obtain	VERB
easat-7600	57	16	directly	directly	ADV
easat-7600	57	17	from	from	ADP
easat-7600	57	18	respondents	respondent	NOUN
easat-7600	57	19	or	or	CCONJ
easat-7600	57	20	objects	object	NOUN
easat-7600	57	21	under	under	ADP
easat-7600	57	22	study	study	NOUN
easat-7600	57	23	,	,	PUNCT
easat-7600	57	24	and	and	CCONJ
easat-7600	57	25	secondary	secondary	ADJ
easat-7600	57	26	data	datum	NOUN
easat-7600	57	27	that	that	PRON
easat-7600	57	28	have	have	AUX
easat-7600	57	29	been	be	AUX
easat-7600	57	30	previously	previously	ADV
easat-7600	57	31	collected	collect	VERB
easat-7600	57	32	and	and	CCONJ
easat-7600	57	33	reported	report	VERB
easat-7600	57	34	.	.	PUNCT
easat-7600	58	1	in	in	ADP
easat-7600	58	2	this	this	DET
easat-7600	58	3	research	research	NOUN
easat-7600	58	4	,	,	PUNCT
easat-7600	58	5	secondary	secondary	ADJ
easat-7600	58	6	data	datum	NOUN
easat-7600	58	7	was	be	AUX
easat-7600	58	8	obtained	obtain	VERB
easat-7600	58	9	from	from	ADP
easat-7600	58	10	mulawarman	mulawarman	NOUN
easat-7600	58	11	university	university	NOUN
easat-7600	58	12	.	.	PUNCT
easat-7600	59	1	the	the	DET
easat-7600	59	2	third	third	ADJ
easat-7600	59	3	stage	stage	NOUN
easat-7600	59	4	is	be	AUX
easat-7600	59	5	data	datum	NOUN
easat-7600	59	6	analysis	analysis	NOUN
easat-7600	59	7	to	to	PART
easat-7600	59	8	analyze	analyze	VERB
easat-7600	59	9	all	all	DET
easat-7600	59	10	data	datum	NOUN
easat-7600	59	11	that	that	PRON
easat-7600	59	12	have	have	AUX
easat-7600	59	13	been	be	AUX
easat-7600	59	14	collected	collect	VERB
easat-7600	59	15	with	with	ADP
easat-7600	59	16	descriptive	descriptive	ADJ
easat-7600	59	17	analysis	analysis	NOUN
easat-7600	59	18	for	for	ADP
easat-7600	59	19	each	each	DET
easat-7600	59	20	variable	variable	NOUN
easat-7600	59	21	,	,	PUNCT
easat-7600	59	22	followed	follow	VERB
easat-7600	59	23	by	by	ADP
easat-7600	59	24	the	the	DET
easat-7600	59	25	binary	binary	PROPN
easat-7600	59	26	logistic	logistic	ADJ
easat-7600	59	27	regression	regression	NOUN
easat-7600	59	28	for	for	ADP
easat-7600	59	29	the	the	DET
easat-7600	59	30	selection	selection	NOUN
easat-7600	59	31	of	of	ADP
easat-7600	59	32	the	the	DET
easat-7600	59	33	best	good	ADJ
easat-7600	59	34	logistic	logistic	ADJ
easat-7600	59	35	regression	regression	NOUN
easat-7600	59	36	model	model	NOUN
easat-7600	59	37	.	.	PUNCT
easat-7600	60	1	the	the	DET
easat-7600	60	2	fourth	fourth	ADJ
easat-7600	60	3	stage	stage	NOUN
easat-7600	60	4	is	be	AUX
easat-7600	60	5	a	a	DET
easat-7600	60	6	discussion	discussion	NOUN
easat-7600	60	7	of	of	ADP
easat-7600	60	8	the	the	DET
easat-7600	60	9	results	result	NOUN
easat-7600	60	10	of	of	ADP
easat-7600	60	11	both	both	CCONJ
easat-7600	60	12	descriptive	descriptive	ADJ
easat-7600	60	13	analysis	analysis	NOUN
easat-7600	60	14	and	and	CCONJ
easat-7600	60	15	binary	binary	ADJ
easat-7600	60	16	logistic	logistic	ADJ
easat-7600	60	17	regression	regression	NOUN
easat-7600	60	18	.	.	PUNCT
easat-7600	61	1	in	in	ADP
easat-7600	61	2	the	the	DET
easat-7600	61	3	descriptive	descriptive	ADJ
easat-7600	61	4	analysis	analysis	NOUN
easat-7600	61	5	,	,	PUNCT
easat-7600	61	6	the	the	DET
easat-7600	61	7	collecteddata	collecteddata	NOUN
easat-7600	61	8	is	be	AUX
easat-7600	61	9	presented	present	VERB
easat-7600	61	10	in	in	ADP
easat-7600	61	11	the	the	DET
easat-7600	61	12	form	form	NOUN
easat-7600	61	13	of	of	ADP
easat-7600	61	14	a	a	DET
easat-7600	61	15	bar	bar	NOUN
easat-7600	61	16	chart	chart	NOUN
easat-7600	61	17	that	that	PRON
easat-7600	61	18	displays	display	VERB
easat-7600	61	19	the	the	DET
easat-7600	61	20	frequency	frequency	NOUN
easat-7600	61	21	of	of	ADP
easat-7600	61	22	respondents	respondent	NOUN
easat-7600	61	23	'	'	PART
easat-7600	61	24	answers	answer	NOUN
easat-7600	61	25	for	for	ADP
easat-7600	61	26	each	each	DET
easat-7600	61	27	variable	variable	ADJ
easat-7600	61	28	category	category	NOUN
easat-7600	61	29	.	.	PUNCT
easat-7600	62	1	in	in	ADP
easat-7600	62	2	the	the	DET
easat-7600	62	3	binary	binary	PROPN
easat-7600	62	4	logistic	logistic	ADJ
easat-7600	62	5	regression	regression	NOUN
easat-7600	62	6	analysis	analysis	NOUN
easat-7600	62	7	,	,	PUNCT
easat-7600	62	8	the	the	DET
easat-7600	62	9	results	result	NOUN
easat-7600	62	10	of	of	ADP
easat-7600	62	11	multicollinearity	multicollinearity	NOUN
easat-7600	62	12	detection	detection	NOUN
easat-7600	62	13	,	,	PUNCT
easat-7600	62	14	2833	2833	NUM
easat-7600	62	15	edelweiss	edelweiss	PROPN
easat-7600	62	16	applied	apply	VERB
easat-7600	62	17	science	science	NOUN
easat-7600	62	18	and	and	CCONJ
easat-7600	62	19	technology	technology	NOUN
easat-7600	62	20	issn	issn	PROPN
easat-7600	62	21	:	:	PUNCT
easat-7600	62	22	2576	2576	NUM
easat-7600	62	23	-	-	SYM
easat-7600	62	24	8484	8484	NUM
easat-7600	62	25	vol	vol	NOUN
easat-7600	62	26	.	.	PROPN
easat-7600	63	1	9	9	NUM
easat-7600	63	2	,	,	PUNCT
easat-7600	63	3	no	no	INTJ
easat-7600	63	4	.	.	NOUN
easat-7600	63	5	5	5	NUM
easat-7600	63	6	:	:	SYM
easat-7600	63	7	2830	2830	NUM
easat-7600	63	8	-	-	SYM
easat-7600	63	9	2835	2835	NUM
easat-7600	63	10	,	,	PUNCT
easat-7600	63	11	2025	2025	NUM
easat-7600	63	12	doi	doi	NOUN
easat-7600	63	13	:	:	PUNCT
easat-7600	63	14	10.55214/25768484.v9i5.7600	10.55214/25768484.v9i5.7600	NUM
easat-7600	63	15	©	©	PROPN
easat-7600	63	16	2025	2025	NUM
easat-7600	63	17	by	by	ADP
easat-7600	63	18	the	the	DET
easat-7600	63	19	authors	author	NOUN
easat-7600	63	20	;	;	PUNCT
easat-7600	63	21	licensee	licensee	PROPN
easat-7600	63	22	learning	learning	NOUN
easat-7600	63	23	gate	gate	VERB
easat-7600	63	24	simultaneous	simultaneous	ADJ
easat-7600	63	25	parameter	parameter	NOUN
easat-7600	63	26	significance	significance	NOUN
easat-7600	63	27	test	test	NOUN
easat-7600	63	28	,	,	PUNCT
easat-7600	63	29	partial	partial	ADJ
easat-7600	63	30	parameter	parameter	NOUN
easat-7600	63	31	significance	significance	NOUN
easat-7600	63	32	test	test	NOUN
easat-7600	63	33	,	,	PUNCT
easat-7600	63	34	model	model	NOUN
easat-7600	63	35	fit	fit	ADJ
easat-7600	63	36	test	test	NOUN
easat-7600	63	37	,	,	PUNCT
easat-7600	63	38	and	and	CCONJ
easat-7600	63	39	binary	binary	ADJ
easat-7600	63	40	logistic	logistic	ADJ
easat-7600	63	41	regression	regression	NOUN
easat-7600	63	42	model	model	NOUN
easat-7600	63	43	are	be	AUX
easat-7600	63	44	presented	present	VERB
easat-7600	63	45	.	.	PUNCT
easat-7600	64	1	after	after	ADP
easat-7600	64	2	the	the	DET
easat-7600	64	3	discussion	discussion	NOUN
easat-7600	64	4	,	,	PUNCT
easat-7600	64	5	conclusions	conclusion	NOUN
easat-7600	64	6	and	and	CCONJ
easat-7600	64	7	suggestions	suggestion	NOUN
easat-7600	64	8	are	be	AUX
easat-7600	64	9	drawn	draw	VERB
easat-7600	64	10	as	as	ADP
easat-7600	64	11	a	a	DET
easat-7600	64	12	closing	closing	NOUN
easat-7600	64	13	.	.	PUNCT
easat-7600	65	1	3	3	X
easat-7600	65	2	.	.	NOUN
easat-7600	65	3	results	result	NOUN
easat-7600	65	4	and	and	CCONJ
easat-7600	65	5	discussion	discussion	NOUN
easat-7600	65	6	3.1	3.1	NUM
easat-7600	65	7	.	.	PUNCT
easat-7600	66	1	model	model	NOUN
easat-7600	66	2	building	build	VERB
easat-7600	66	3	the	the	DET
easat-7600	66	4	formation	formation	NOUN
easat-7600	66	5	of	of	ADP
easat-7600	66	6	the	the	DET
easat-7600	66	7	model	model	NOUN
easat-7600	66	8	is	be	AUX
easat-7600	66	9	obtained	obtain	VERB
easat-7600	66	10	from	from	ADP
easat-7600	66	11	the	the	DET
easat-7600	66	12	possible	possible	ADJ
easat-7600	66	13	combination	combination	NOUN
easat-7600	66	14	of	of	ADP
easat-7600	66	15	k	k	PROPN
easat-7600	66	16	independent	independent	ADJ
easat-7600	66	17	variables	variable	NOUN
easat-7600	66	18	,	,	PUNCT
easat-7600	66	19	so	so	CCONJ
easat-7600	66	20	the	the	DET
easat-7600	66	21	number	number	NOUN
easat-7600	66	22	of	of	ADP
easat-7600	66	23	models	model	NOUN
easat-7600	66	24	is	be	AUX
easat-7600	66	25	2k	2k	NUM
easat-7600	66	26	1	1	NUM
easat-7600	66	27	,	,	PUNCT
easat-7600	66	28	because	because	SCONJ
easat-7600	66	29	in	in	ADP
easat-7600	66	30	this	this	DET
easat-7600	66	31	research	research	NOUN
easat-7600	66	32	the	the	DET
easat-7600	66	33	number	number	NOUN
easat-7600	66	34	of	of	ADP
easat-7600	66	35	independent	independent	ADJ
easat-7600	66	36	variables	variable	NOUN
easat-7600	66	37	is	be	AUX
easat-7600	66	38	five	five	NUM
easat-7600	66	39	,	,	PUNCT
easat-7600	66	40	the	the	DET
easat-7600	66	41	relationship	relationship	NOUN
easat-7600	66	42	form	form	NOUN
easat-7600	66	43	is	be	AUX
easat-7600	66	44	25	25	NUM
easat-7600	66	45	1	1	NUM
easat-7600	66	46	=	=	SYM
easat-7600	66	47	31	31	NUM
easat-7600	66	48	possible	possible	ADJ
easat-7600	66	49	models	model	NOUN
easat-7600	66	50	formed	form	VERB
easat-7600	66	51	.	.	PUNCT
easat-7600	67	1	the	the	DET
easat-7600	67	2	model	model	NOUN
easat-7600	67	3	will	will	AUX
easat-7600	67	4	be	be	AUX
easat-7600	67	5	tested	test	VERB
easat-7600	67	6	and	and	CCONJ
easat-7600	67	7	analyzed	analyze	VERB
easat-7600	67	8	using	use	VERB
easat-7600	67	9	spss	spss	PROPN
easat-7600	67	10	software	software	NOUN
easat-7600	67	11	.	.	PUNCT
easat-7600	68	1	3.2	3.2	NUM
easat-7600	68	2	.	.	PUNCT
easat-7600	68	3	model	model	PROPN
easat-7600	68	4	fit	fit	PROPN
easat-7600	68	5	test	test	NOUN
easat-7600	68	6	the	the	DET
easat-7600	68	7	model	model	NOUN
easat-7600	68	8	fit	fit	ADJ
easat-7600	68	9	test	test	NOUN
easat-7600	68	10	is	be	AUX
easat-7600	68	11	to	to	PART
easat-7600	68	12	conduct	conduct	VERB
easat-7600	68	13	the	the	DET
easat-7600	68	14	test	test	NOUN
easat-7600	68	15	[	[	X
easat-7600	68	16	21	21	NUM
easat-7600	68	17	]	]	PUNCT
easat-7600	68	18	in	in	ADP
easat-7600	68	19	each	each	DET
easat-7600	68	20	model	model	NOUN
easat-7600	68	21	formed	form	VERB
easat-7600	68	22	to	to	PART
easat-7600	68	23	determine	determine	VERB
easat-7600	68	24	the	the	DET
easat-7600	68	25	variables	variable	NOUN
easat-7600	68	26	that	that	PRON
easat-7600	68	27	have	have	AUX
easat-7600	68	28	contributed	contribute	VERB
easat-7600	68	29	significantly	significantly	ADV
easat-7600	68	30	to	to	ADP
easat-7600	68	31	the	the	DET
easat-7600	68	32	model	model	NOUN
easat-7600	68	33	.	.	PUNCT
easat-7600	69	1	if	if	SCONJ
easat-7600	69	2	the	the	DET
easat-7600	69	3	model	model	NOUN
easat-7600	69	4	i	i	PRON
easat-7600	69	5	s	s	VERB
easat-7600	69	6	significant	significant	ADJ
easat-7600	69	7	,	,	PUNCT
easat-7600	69	8	then	then	ADV
easat-7600	69	9	proceed	proceed	VERB
easat-7600	69	10	to	to	ADP
easat-7600	69	11	the	the	DET
easat-7600	69	12	simultaneous	simultaneous	ADJ
easat-7600	69	13	test	test	NOUN
easat-7600	69	14	.	.	PUNCT
easat-7600	70	1	3.3	3.3	NUM
easat-7600	70	2	.	.	PUNCT
easat-7600	71	1	concurrent	concurrent	ADJ
easat-7600	71	2	test	test	NOUN
easat-7600	71	3	the	the	DET
easat-7600	71	4	simultaneous	simultaneous	ADJ
easat-7600	71	5	test	test	NOUN
easat-7600	71	6	is	be	AUX
easat-7600	71	7	to	to	PART
easat-7600	71	8	test	test	VERB
easat-7600	71	9	the	the	DET
easat-7600	71	10	significant	significant	ADJ
easat-7600	71	11	effect	effect	NOUN
easat-7600	71	12	of	of	ADP
easat-7600	71	13	all	all	DET
easat-7600	71	14	predictor	predictor	NOUN
easat-7600	71	15	variables	variable	NOUN
easat-7600	71	16	on	on	ADP
easat-7600	71	17	the	the	DET
easat-7600	71	18	response	response	NOUN
easat-7600	71	19	variable	variable	NOUN
easat-7600	71	20	using	use	VERB
easat-7600	71	21	the	the	DET
easat-7600	71	22	g	g	PROPN
easat-7600	71	23	test	test	NOUN
easat-7600	71	24	in	in	ADP
easat-7600	71	25	each	each	DET
easat-7600	71	26	appropriate	appropriate	ADJ
easat-7600	71	27	model	model	NOUN
easat-7600	71	28	.	.	PUNCT
easat-7600	72	1	if	if	SCONJ
easat-7600	72	2	the	the	DET
easat-7600	72	3	model	model	NOUN
easat-7600	72	4	is	be	AUX
easat-7600	72	5	significant	significant	ADJ
easat-7600	72	6	,	,	PUNCT
easat-7600	72	7	then	then	ADV
easat-7600	72	8	proceed	proceed	VERB
easat-7600	72	9	to	to	ADP
easat-7600	72	10	the	the	DET
easat-7600	72	11	partial	partial	ADJ
easat-7600	72	12	test	test	NOUN
easat-7600	72	13	.	.	PUNCT
easat-7600	73	1	3.4	3.4	NUM
easat-7600	73	2	.	.	PUNCT
easat-7600	73	3	partial	partial	ADJ
easat-7600	73	4	test	test	NOUN
easat-7600	73	5	partial	partial	ADJ
easat-7600	73	6	test	test	NOUN
easat-7600	73	7	is	be	AUX
easat-7600	73	8	to	to	PART
easat-7600	73	9	test	test	VERB
easat-7600	73	10	the	the	DET
easat-7600	73	11	significant	significant	ADJ
easat-7600	73	12	effect	effect	NOUN
easat-7600	73	13	of	of	ADP
easat-7600	73	14	each	each	DET
easat-7600	73	15	independent	independent	ADJ
easat-7600	73	16	variable	variable	NOUN
easat-7600	73	17	on	on	ADP
easat-7600	73	18	the	the	DET
easat-7600	73	19	dependent	dependent	ADJ
easat-7600	73	20	variable	variable	NOUN
easat-7600	73	21	using	use	VERB
easat-7600	73	22	the	the	DET
easat-7600	73	23	wald	wald	NOUN
easat-7600	73	24	test	test	NOUN
easat-7600	73	25	in	in	ADP
easat-7600	73	26	each	each	DET
easat-7600	73	27	significant	significant	ADJ
easat-7600	73	28	model	model	NOUN
easat-7600	73	29	in	in	ADP
easat-7600	73	30	the	the	DET
easat-7600	73	31	simultaneous	simultaneous	ADJ
easat-7600	73	32	test	test	NOUN
easat-7600	73	33	.	.	PUNCT
easat-7600	74	1	if	if	SCONJ
easat-7600	74	2	in	in	ADP
easat-7600	74	3	this	this	DET
easat-7600	74	4	test	test	NOUN
easat-7600	74	5	the	the	DET
easat-7600	74	6	model	model	NOUN
easat-7600	74	7	is	be	AUX
easat-7600	74	8	significant	significant	ADJ
easat-7600	74	9	,	,	PUNCT
easat-7600	74	10	then	then	ADV
easat-7600	74	11	the	the	DET
easat-7600	74	12	model	model	NOUN
easat-7600	74	13	is	be	AUX
easat-7600	74	14	included	include	VERB
easat-7600	74	15	in	in	ADP
easat-7600	74	16	the	the	DET
easat-7600	74	17	best	good	ADJ
easat-7600	74	18	model	model	NOUN
easat-7600	74	19	classification	classification	NOUN
easat-7600	74	20	.	.	PUNCT
easat-7600	75	1	3.5	3.5	NUM
easat-7600	75	2	.	.	PUNCT
easat-7600	76	1	modeling	model	VERB
easat-7600	76	2	logistic	logistic	ADJ
easat-7600	76	3	regression	regression	NOUN
easat-7600	76	4	after	after	ADP
easat-7600	76	5	an	an	DET
easat-7600	76	6	analysis	analysis	NOUN
easat-7600	76	7	using	use	VERB
easat-7600	76	8	spss	spss	PROPN
easat-7600	76	9	software	software	NOUN
easat-7600	76	10	,	,	PUNCT
easat-7600	76	11	the	the	DET
easat-7600	76	12	results	result	NOUN
easat-7600	76	13	are	be	AUX
easat-7600	76	14	shown	show	VERB
easat-7600	76	15	in	in	ADP
easat-7600	76	16	table	table	NOUN
easat-7600	76	17	2	2	NUM
easat-7600	76	18	below	below	ADV
easat-7600	76	19	.	.	PUNCT
easat-7600	77	1	table	table	NOUN
easat-7600	77	2	2	2	NUM
easat-7600	77	3	.	.	PUNCT
easat-7600	77	4	model	model	NOUN
easat-7600	77	5	testing	testing	NOUN
easat-7600	77	6	results	result	NOUN
easat-7600	77	7	.	.	PUNCT
easat-7600	78	1	variables	variable	NOUN
easat-7600	78	2	description	description	NOUN
easat-7600	78	3	x1	x1	PRON
easat-7600	78	4	,	,	PUNCT
easat-7600	79	1	x3	x3	ADJ
easat-7600	79	2	,	,	PUNCT
easat-7600	79	3	x5	x5	NOUN
easat-7600	79	4	significant	significant	ADJ
easat-7600	79	5	x1	x1	X
easat-7600	79	6	,	,	PUNCT
easat-7600	80	1	x3	x3	ADJ
easat-7600	80	2	,	,	PUNCT
easat-7600	80	3	x4	x4	PROPN
easat-7600	80	4	,	,	PUNCT
easat-7600	80	5	x5	x5	NOUN
easat-7600	80	6	significant	significant	ADJ
easat-7600	80	7	x	x	NOUN
easat-7600	80	8	x1	x1	PROPN
easat-7600	80	9	,	,	PUNCT
easat-7600	80	10	2	2	NUM
easat-7600	80	11	,	,	PUNCT
easat-7600	80	12	x	x	X
easat-7600	80	13	,	,	PUNCT
easat-7600	80	14	x34	x34	NUM
easat-7600	80	15	,	,	PUNCT
easat-7600	80	16	x5	x5	PROPN
easat-7600	80	17	significant	significant	ADJ
easat-7600	80	18	based	base	VERB
easat-7600	80	19	on	on	ADP
easat-7600	80	20	the	the	DET
easat-7600	80	21	g	g	PROPN
easat-7600	80	22	test	test	NOUN
easat-7600	80	23	and	and	CCONJ
easat-7600	80	24	wald	wald	NOUN
easat-7600	80	25	test	test	NOUN
easat-7600	80	26	that	that	PRON
easat-7600	80	27	have	have	AUX
easat-7600	80	28	been	be	AUX
easat-7600	80	29	applied	apply	VERB
easat-7600	80	30	to	to	ADP
easat-7600	80	31	all	all	DET
easat-7600	80	32	models	model	NOUN
easat-7600	80	33	formed	form	VERB
easat-7600	80	34	,	,	PUNCT
easat-7600	80	35	several	several	ADJ
easat-7600	80	36	significant	significant	ADJ
easat-7600	80	37	models	model	NOUN
easat-7600	80	38	are	be	AUX
easat-7600	80	39	obtained	obtain	VERB
easat-7600	80	40	and	and	CCONJ
easat-7600	80	41	can	can	AUX
easat-7600	80	42	be	be	AUX
easat-7600	80	43	seen	see	VERB
easat-7600	80	44	as	as	ADP
easat-7600	80	45	the	the	DET
easat-7600	80	46	final	final	ADJ
easat-7600	80	47	model	model	NOUN
easat-7600	80	48	in	in	ADP
easat-7600	80	49	table	table	NOUN
easat-7600	80	50	2	2	NUM
easat-7600	80	51	which	which	PRON
easat-7600	80	52	includes	include	VERB
easat-7600	80	53	all	all	DET
easat-7600	80	54	the	the	DET
easat-7600	80	55	independent	independent	ADJ
easat-7600	80	56	variables	variable	NOUN
easat-7600	80	57	in	in	ADP
easat-7600	80	58	this	this	DET
easat-7600	80	59	study	study	NOUN
easat-7600	80	60	.	.	PUNCT
easat-7600	81	1	3.6	3.6	NUM
easat-7600	81	2	.	.	PUNCT
easat-7600	82	1	determining	determine	VERB
easat-7600	82	2	the	the	DET
easat-7600	82	3	best	good	ADJ
easat-7600	82	4	logistic	logistic	ADJ
easat-7600	82	5	regression	regression	NOUN
easat-7600	82	6	model	model	NOUN
easat-7600	82	7	after	after	ADP
easat-7600	82	8	obtaining	obtain	VERB
easat-7600	82	9	several	several	ADJ
easat-7600	82	10	significant	significant	ADJ
easat-7600	82	11	models	model	NOUN
easat-7600	82	12	presented	present	VERB
easat-7600	82	13	in	in	ADP
easat-7600	82	14	table	table	NOUN
easat-7600	82	15	2	2	NUM
easat-7600	82	16	,	,	PUNCT
easat-7600	82	17	the	the	DET
easat-7600	82	18	best	good	ADJ
easat-7600	82	19	model	model	NOUN
easat-7600	82	20	is	be	AUX
easat-7600	82	21	selected	select	VERB
easat-7600	82	22	based	base	VERB
easat-7600	82	23	on	on	ADP
easat-7600	82	24	the	the	DET
easat-7600	82	25	smallest	small	ADJ
easat-7600	82	26	g	g	NOUN
easat-7600	82	27	value	value	NOUN
easat-7600	82	28	.	.	PUNCT
easat-7600	83	1	table	table	NOUN
easat-7600	83	2	3	3	NUM
easat-7600	83	3	shows	show	VERB
easat-7600	83	4	the	the	DET
easat-7600	83	5	best	good	ADJ
easat-7600	83	6	model	model	NOUN
easat-7600	83	7	based	base	VERB
easat-7600	83	8	on	on	ADP
easat-7600	83	9	the	the	DET
easat-7600	83	10	criteria	criterion	NOUN
easat-7600	83	11	of	of	ADP
easat-7600	83	12	the	the	DET
easat-7600	83	13	smallest	small	ADJ
easat-7600	83	14	g	g	NOUN
easat-7600	83	15	value	value	NOUN
easat-7600	83	16	to	to	PART
easat-7600	83	17	determine	determine	VERB
easat-7600	83	18	factors	factor	NOUN
easat-7600	83	19	that	that	PRON
easat-7600	83	20	influence	influence	VERB
easat-7600	83	21	the	the	DET
easat-7600	83	22	use	use	NOUN
easat-7600	83	23	of	of	ADP
easat-7600	83	24	public	public	ADJ
easat-7600	83	25	transportation	transportation	NOUN
easat-7600	83	26	by	by	ADP
easat-7600	83	27	mulawarman	mulawarman	NOUN
easat-7600	83	28	university	university	NOUN
easat-7600	83	29	students	student	NOUN
easat-7600	83	30	in	in	ADP
easat-7600	83	31	samarinda	samarinda	PROPN
easat-7600	83	32	city	city	PROPN
easat-7600	83	33	is	be	AUX
easat-7600	83	34	(	(	PUNCT
easat-7600	83	35	𝑥	𝑥	NOUN
easat-7600	83	36	)	)	PUNCT
easat-7600	83	37	=	=	PUNCT
easat-7600	83	38	exp⁡(0,087−1,643𝑋1	exp⁡(0,087−1,643𝑋1	NOUN
easat-7600	84	1	+	+	NOUN
easat-7600	84	2	1,374𝑋2	1,374𝑋2	NUM
easat-7600	84	3	+	+	ADJ
easat-7600	84	4	1,146𝑋3−0,725𝑋4	1,146𝑋3−0,725𝑋4	NUM
easat-7600	84	5	+	+	NOUN
easat-7600	84	6	1,593𝑋5	1,593𝑋5	NUM
easat-7600	84	7	)	)	PUNCT
easat-7600	84	8	1+exp⁡(0,087−1,643𝑋1	1+exp⁡(0,087−1,643𝑋1	NOUN
easat-7600	85	1	+	+	NOUN
easat-7600	85	2	1,374𝑋2	1,374𝑋2	NUM
easat-7600	85	3	+	+	ADJ
easat-7600	85	4	1,146𝑋3−0,725𝑋4	1,146𝑋3−0,725𝑋4	NUM
easat-7600	85	5	+	+	NOUN
easat-7600	85	6	1,593𝑋5	1,593𝑋5	NUM
easat-7600	85	7	)	)	PUNCT
easat-7600	85	8	which	which	PRON
easat-7600	85	9	includes	include	VERB
easat-7600	85	10	variables	variable	NOUN
easat-7600	85	11	x1	x1	PROPN
easat-7600	85	12	,	,	PUNCT
easat-7600	85	13	x2	x2	INTJ
easat-7600	85	14	,	,	PUNCT
easat-7600	85	15	x3	x3	ADJ
easat-7600	85	16	,	,	PUNCT
easat-7600	85	17	x4	x4	PROPN
easat-7600	85	18	,	,	PUNCT
easat-7600	85	19	x5	x5	PROPN
easat-7600	85	20	with	with	ADP
easat-7600	85	21	a	a	DET
easat-7600	85	22	g	g	NOUN
easat-7600	85	23	value	value	NOUN
easat-7600	85	24	of	of	ADP
easat-7600	85	25	471.648	471.648	NUM
easat-7600	85	26	.	.	PUNCT
easat-7600	86	1	2834	2834	NUM
easat-7600	86	2	edelweiss	edelweiss	PROPN
easat-7600	86	3	applied	apply	VERB
easat-7600	86	4	science	science	NOUN
easat-7600	86	5	and	and	CCONJ
easat-7600	86	6	technology	technology	NOUN
easat-7600	86	7	issn	issn	PROPN
easat-7600	86	8	:	:	PUNCT
easat-7600	86	9	2576	2576	NUM
easat-7600	86	10	-	-	SYM
easat-7600	86	11	8484	8484	NUM
easat-7600	86	12	vol	vol	NOUN
easat-7600	86	13	.	.	PROPN
easat-7600	87	1	9	9	NUM
easat-7600	87	2	,	,	PUNCT
easat-7600	87	3	no	no	INTJ
easat-7600	87	4	.	.	NOUN
easat-7600	87	5	5	5	NUM
easat-7600	87	6	:	:	SYM
easat-7600	87	7	2830	2830	NUM
easat-7600	87	8	-	-	SYM
easat-7600	87	9	2835	2835	NUM
easat-7600	87	10	,	,	PUNCT
easat-7600	87	11	2025	2025	NUM
easat-7600	87	12	doi	doi	NOUN
easat-7600	87	13	:	:	PUNCT
easat-7600	87	14	10.55214/25768484.v9i5.7600	10.55214/25768484.v9i5.7600	NUM
easat-7600	87	15	©	©	PROPN
easat-7600	87	16	2025	2025	NUM
easat-7600	87	17	by	by	ADP
easat-7600	87	18	the	the	DET
easat-7600	87	19	authors	author	NOUN
easat-7600	87	20	;	;	PUNCT
easat-7600	88	1	licensee	licensee	PROPN
easat-7600	88	2	learning	learn	VERB
easat-7600	88	3	gate	gate	NOUN
easat-7600	88	4	table	table	NOUN
easat-7600	88	5	3	3	NUM
easat-7600	88	6	.	.	PUNCT
easat-7600	88	7	best	good	ADJ
easat-7600	88	8	model	model	PROPN
easat-7600	88	9	classification	classification	NOUN
easat-7600	88	10	.	.	PUNCT
easat-7600	89	1	variables	variable	NOUN
easat-7600	89	2	model	model	VERB
easat-7600	89	3	g	g	PROPN
easat-7600	89	4	x1	x1	PROPN
easat-7600	89	5	,	,	PUNCT
easat-7600	89	6	x3	x3	ADJ
easat-7600	89	7	,	,	PUNCT
easat-7600	89	8	x5	x5	PROPN
easat-7600	89	9	�	�	PROPN
easat-7600	89	10	̂	̂	VERB
easat-7600	89	11	�	�	NOUN
easat-7600	89	12	(𝑥	(𝑥	NOUN
easat-7600	89	13	)	)	PUNCT
easat-7600	89	14	=	=	PUNCT
easat-7600	90	1	exp⁡(0,605	exp⁡(0,605	X
easat-7600	91	1	−	−	PROPN
easat-7600	91	2	1,311𝑋1	1,311𝑋1	NUM
easat-7600	92	1	+	+	CCONJ
easat-7600	92	2	0,948𝑋3	0,948𝑋3	NUM
easat-7600	93	1	+	+	CCONJ
easat-7600	93	2	1,397𝑋5	1,397𝑋5	NUM
easat-7600	93	3	)	)	PUNCT
easat-7600	93	4	1	1	NUM
easat-7600	94	1	+	+	CCONJ
easat-7600	94	2	exp⁡(0,605	exp⁡(0,605	NUM
easat-7600	94	3	−	−	NOUN
easat-7600	94	4	1,311𝑋1	1,311𝑋1	NUM
easat-7600	95	1	+	+	CCONJ
easat-7600	95	2	0,948𝑋3	0,948𝑋3	NUM
easat-7600	96	1	+	+	CCONJ
easat-7600	96	2	1,397𝑋5	1,397𝑋5	NUM
easat-7600	96	3	)	)	PUNCT
easat-7600	96	4	484,743	484,743	NUM
easat-7600	96	5	x1	x1	NOUN
easat-7600	96	6	,	,	PUNCT
easat-7600	97	1	x3	x3	ADJ
easat-7600	97	2	,	,	PUNCT
easat-7600	97	3	x4	x4	PROPN
easat-7600	97	4	,	,	PUNCT
easat-7600	97	5	x5	x5	PROPN
easat-7600	97	6	�	�	PROPN
easat-7600	97	7	̂	̂	VERB
easat-7600	97	8	�	�	NOUN
easat-7600	97	9	(𝑥	(𝑥	NOUN
easat-7600	97	10	)	)	PUNCT
easat-7600	97	11	=	=	PUNCT
easat-7600	98	1	exp⁡(1,323	exp⁡(1,323	NUM
easat-7600	98	2	−	−	NUM
easat-7600	98	3	1,466𝑋1	1,466𝑋1	NUM
easat-7600	99	1	+	+	CCONJ
easat-7600	99	2	1,082𝑋3	1,082𝑋3	VERB
easat-7600	99	3	−	−	NOUN
easat-7600	100	1	0,582𝑋4	0,582𝑋4	NUM
easat-7600	101	1	+	+	NUM
easat-7600	101	2	1,693𝑋5	1,693𝑋5	NUM
easat-7600	101	3	)	)	PUNCT
easat-7600	101	4	1	1	NUM
easat-7600	102	1	+	+	CCONJ
easat-7600	102	2	exp⁡(1,323	exp⁡(1,323	NUM
easat-7600	102	3	−	−	NUM
easat-7600	102	4	1,466𝑋1	1,466𝑋1	NUM
easat-7600	102	5	+	+	CCONJ
easat-7600	102	6	1,082𝑋3	1,082𝑋3	VERB
easat-7600	102	7	−	−	NOUN
easat-7600	103	1	0,582𝑋4	0,582𝑋4	NUM
easat-7600	104	1	+	+	NUM
easat-7600	104	2	1,693𝑋5	1,693𝑋5	NUM
easat-7600	104	3	)	)	PUNCT
easat-7600	105	1	476,236	476,236	NUM
easat-7600	105	2	x	x	SYM
easat-7600	105	3	x1	x1	PROPN
easat-7600	105	4	,	,	PUNCT
easat-7600	105	5	2	2	NUM
easat-7600	105	6	,	,	PUNCT
easat-7600	105	7	x	x	X
easat-7600	105	8	,	,	PUNCT
easat-7600	105	9	x34	x34	NUM
easat-7600	105	10	,	,	PUNCT
easat-7600	105	11	x5	x5	PROPN
easat-7600	105	12	�	�	PROPN
easat-7600	105	13	̂	̂	VERB
easat-7600	105	14	�	�	NOUN
easat-7600	105	15	(𝑥	(𝑥	NOUN
easat-7600	105	16	)	)	PUNCT
easat-7600	105	17	=	=	SYM
easat-7600	105	18	exp⁡(0,087	exp⁡(0,087	PUNCT
easat-7600	106	1	−	−	NUM
easat-7600	106	2	1,643𝑋1	1,643𝑋1	NOUN
easat-7600	106	3	+	+	CCONJ
easat-7600	106	4	1,374𝑋2	1,374𝑋2	NUM
easat-7600	106	5	+	+	CCONJ
easat-7600	106	6	1,146𝑋3	1,146𝑋3	NUM
easat-7600	106	7	−	−	NOUN
easat-7600	106	8	0,725𝑋4	0,725𝑋4	NOUN
easat-7600	106	9	+	+	CCONJ
easat-7600	106	10	1,593𝑋5	1,593𝑋5	NUM
easat-7600	106	11	)	)	PUNCT
easat-7600	106	12	1	1	NUM
easat-7600	107	1	+	+	NUM
easat-7600	107	2	exp⁡(0,087	exp⁡(0,087	NUM
easat-7600	107	3	−	−	NUM
easat-7600	107	4	1,643𝑋1	1,643𝑋1	NOUN
easat-7600	107	5	+	+	CCONJ
easat-7600	107	6	1,374𝑋2	1,374𝑋2	NUM
easat-7600	108	1	+	+	CCONJ
easat-7600	108	2	1,146𝑋3	1,146𝑋3	NUM
easat-7600	108	3	−	−	NOUN
easat-7600	108	4	0,725𝑋4	0,725𝑋4	NOUN
easat-7600	108	5	+	+	CCONJ
easat-7600	108	6	1,593𝑋5	1,593𝑋5	NUM
easat-7600	108	7	)	)	PUNCT
easat-7600	108	8	471,648	471,648	NUM
easat-7600	108	9	4	4	NUM
easat-7600	108	10	.	.	PUNCT
easat-7600	108	11	conclusion	conclusion	VERB
easat-7600	108	12	the	the	DET
easat-7600	108	13	results	result	NOUN
easat-7600	108	14	of	of	ADP
easat-7600	108	15	the	the	DET
easat-7600	108	16	analysis	analysis	NOUN
easat-7600	108	17	using	use	VERB
easat-7600	108	18	the	the	DET
easat-7600	108	19	binary	binary	ADJ
easat-7600	108	20	logistic	logistic	ADJ
easat-7600	108	21	regression	regression	NOUN
easat-7600	108	22	reveal	reveal	VERB
easat-7600	108	23	variables	variable	NOUN
easat-7600	108	24	that	that	SCONJ
easat-7600	108	25	most	most	ADJ
easat-7600	108	26	influence	influence	VERB
easat-7600	108	27	the	the	DET
easat-7600	108	28	decision	decision	NOUN
easat-7600	108	29	of	of	ADP
easat-7600	108	30	mulawarman	mulawarman	ADJ
easat-7600	108	31	university	university	NOUN
easat-7600	108	32	students	student	NOUN
easat-7600	108	33	to	to	PART
easat-7600	108	34	use	use	VERB
easat-7600	108	35	public	public	ADJ
easat-7600	108	36	transportation	transportation	NOUN
easat-7600	108	37	.	.	PUNCT
easat-7600	109	1	the	the	DET
easat-7600	109	2	variables	variable	NOUN
easat-7600	109	3	are	be	AUX
easat-7600	109	4	the	the	DET
easat-7600	109	5	distance	distance	NOUN
easat-7600	109	6	from	from	ADP
easat-7600	109	7	student	student	NOUN
easat-7600	109	8	residence	residence	NOUN
easat-7600	109	9	to	to	ADP
easat-7600	109	10	campus	campus	NOUN
easat-7600	109	11	and	and	CCONJ
easat-7600	109	12	the	the	DET
easat-7600	109	13	travel	travel	NOUN
easat-7600	109	14	time	time	NOUN
easat-7600	109	15	.	.	PUNCT
easat-7600	110	1	the	the	DET
easat-7600	110	2	best	well	ADV
easat-7600	110	3	logistic	logistic	ADJ
easat-7600	110	4	model	model	NOUN
easat-7600	110	5	to	to	PART
easat-7600	110	6	describe	describe	VERB
easat-7600	110	7	factors	factor	NOUN
easat-7600	110	8	that	that	PRON
easat-7600	110	9	influence	influence	VERB
easat-7600	110	10	the	the	DET
easat-7600	110	11	use	use	NOUN
easat-7600	110	12	of	of	ADP
easat-7600	110	13	public	public	ADJ
easat-7600	110	14	transportation	transportation	NOUN
easat-7600	110	15	by	by	ADP
easat-7600	110	16	mulawarman	mulawarman	NOUN
easat-7600	110	17	university	university	NOUN
easat-7600	110	18	students	student	NOUN
easat-7600	110	19	in	in	ADP
easat-7600	110	20	samarinda	samarinda	PROPN
easat-7600	110	21	city	city	NOUN
easat-7600	110	22	is	be	AUX
easat-7600	110	23	as	as	SCONJ
easat-7600	110	24	follows	follow	VERB
easat-7600	110	25	�	�	PROPN
easat-7600	110	26	̂	̂	PROPN
easat-7600	110	27	�	�	NOUN
easat-7600	110	28	(𝑥	(𝑥	NOUN
easat-7600	110	29	)	)	PUNCT
easat-7600	110	30	=	=	SYM
easat-7600	111	1	𝑒𝑥𝑝⁡(0,087	𝑒𝑥𝑝⁡(0,087	NUM
easat-7600	111	2	−	−	NUM
easat-7600	112	1	1,643𝑋1	1,643𝑋1	NOUN
easat-7600	112	2	+	+	CCONJ
easat-7600	112	3	1,374𝑋2	1,374𝑋2	NUM
easat-7600	112	4	+	+	CCONJ
easat-7600	112	5	1,146𝑋3	1,146𝑋3	NUM
easat-7600	112	6	−	−	NOUN
easat-7600	112	7	0,725𝑋4	0,725𝑋4	NOUN
easat-7600	112	8	+	+	CCONJ
easat-7600	112	9	1,593𝑋5	1,593𝑋5	NUM
easat-7600	112	10	)	)	PUNCT
easat-7600	112	11	1	1	NUM
easat-7600	113	1	+	+	CCONJ
easat-7600	113	2	𝑒𝑥𝑝⁡(0,087	𝑒𝑥𝑝⁡(0,087	NUM
easat-7600	113	3	−	−	NUM
easat-7600	113	4	1,643𝑋1	1,643𝑋1	NOUN
easat-7600	113	5	+	+	CCONJ
easat-7600	113	6	1,374𝑋2	1,374𝑋2	NUM
easat-7600	114	1	+	+	CCONJ
easat-7600	115	1	1,146𝑋3	1,146𝑋3	NUM
easat-7600	115	2	−	−	NOUN
easat-7600	115	3	0,725𝑋4	0,725𝑋4	NOUN
easat-7600	115	4	+	+	CCONJ
easat-7600	115	5	1,593𝑋5	1,593𝑋5	NUM
easat-7600	115	6	)	)	PUNCT
easat-7600	115	7	transparency	transparency	NOUN
easat-7600	115	8	:	:	PUNCT
easat-7600	115	9	the	the	DET
easat-7600	115	10	authors	author	NOUN
easat-7600	115	11	confirm	confirm	VERB
easat-7600	115	12	that	that	SCONJ
easat-7600	115	13	the	the	DET
easat-7600	115	14	manuscript	manuscript	NOUN
easat-7600	115	15	is	be	AUX
easat-7600	115	16	an	an	DET
easat-7600	115	17	honest	honest	ADJ
easat-7600	115	18	,	,	PUNCT
easat-7600	115	19	accurate	accurate	ADJ
easat-7600	115	20	,	,	PUNCT
easat-7600	115	21	and	and	CCONJ
easat-7600	115	22	transparent	transparent	ADJ
easat-7600	115	23	account	account	NOUN
easat-7600	115	24	of	of	ADP
easat-7600	115	25	the	the	DET
easat-7600	115	26	study	study	NOUN
easat-7600	115	27	;	;	PUNCT
easat-7600	115	28	that	that	SCONJ
easat-7600	115	29	no	no	DET
easat-7600	115	30	vital	vital	ADJ
easat-7600	115	31	features	feature	NOUN
easat-7600	115	32	of	of	ADP
easat-7600	115	33	the	the	DET
easat-7600	115	34	study	study	NOUN
easat-7600	115	35	have	have	AUX
easat-7600	115	36	been	be	AUX
easat-7600	115	37	omitted	omit	VERB
easat-7600	115	38	;	;	PUNCT
easat-7600	115	39	and	and	CCONJ
easat-7600	115	40	that	that	SCONJ
easat-7600	115	41	any	any	DET
easat-7600	115	42	discrepancies	discrepancy	NOUN
easat-7600	115	43	from	from	ADP
easat-7600	115	44	the	the	DET
easat-7600	115	45	study	study	NOUN
easat-7600	115	46	as	as	SCONJ
easat-7600	115	47	planned	plan	VERB
easat-7600	115	48	have	have	AUX
easat-7600	115	49	been	be	AUX
easat-7600	115	50	explained	explain	VERB
easat-7600	115	51	.	.	PUNCT
easat-7600	116	1	this	this	DET
easat-7600	116	2	study	study	NOUN
easat-7600	116	3	followed	follow	VERB
easat-7600	116	4	all	all	DET
easat-7600	116	5	ethical	ethical	ADJ
easat-7600	116	6	practices	practice	NOUN
easat-7600	116	7	during	during	ADP
easat-7600	116	8	writing	writing	NOUN
easat-7600	116	9	.	.	PUNCT
easat-7600	117	1	copyright	copyright	NOUN
easat-7600	117	2	:	:	PUNCT
easat-7600	117	3	©	©	PROPN
easat-7600	117	4	2025	2025	NUM
easat-7600	117	5	by	by	ADP
easat-7600	117	6	the	the	DET
easat-7600	117	7	authors	author	NOUN
easat-7600	117	8	.	.	PUNCT
easat-7600	118	1	this	this	DET
easat-7600	118	2	open	open	ADJ
easat-7600	118	3	-	-	PUNCT
easat-7600	118	4	access	access	NOUN
easat-7600	118	5	article	article	NOUN
easat-7600	118	6	is	be	AUX
easat-7600	118	7	distributed	distribute	VERB
easat-7600	118	8	under	under	ADP
easat-7600	118	9	the	the	DET
easat-7600	118	10	terms	term	NOUN
easat-7600	118	11	and	and	CCONJ
easat-7600	118	12	conditions	condition	NOUN
easat-7600	118	13	of	of	ADP
easat-7600	118	14	the	the	DET
easat-7600	118	15	creative	creative	ADJ
easat-7600	118	16	commons	common	NOUN
easat-7600	118	17	attribution	attribution	NOUN
easat-7600	118	18	(	(	PUNCT
easat-7600	118	19	cc	cc	NOUN
easat-7600	118	20	by	by	ADP
easat-7600	118	21	)	)	PUNCT
easat-7600	118	22	license	license	NOUN
easat-7600	118	23	(	(	PUNCT
easat-7600	118	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7600	118	25	)	)	PUNCT
easat-7600	118	26	.	.	PUNCT
easat-7600	119	1	references	reference	NOUN
easat-7600	119	2	[	[	X
easat-7600	119	3	1	1	X
easat-7600	119	4	]	]	PUNCT
easat-7600	119	5	e.	e.	PROPN
easat-7600	119	6	susanti	susanti	PROPN
easat-7600	119	7	and	and	CCONJ
easat-7600	119	8	s.	s.	PROPN
easat-7600	119	9	t.	t.	PROPN
easat-7600	119	10	nurul	nurul	PROPN
easat-7600	119	11	hidayati	hidayati	PROPN
easat-7600	119	12	,	,	PUNCT
easat-7600	119	13	analysis	analysis	NOUN
easat-7600	119	14	of	of	ADP
easat-7600	119	15	through	through	ADP
easat-7600	119	16	traffic	traffic	NOUN
easat-7600	119	17	in	in	ADP
easat-7600	119	18	surakarta	surakarta	NOUN
easat-7600	119	19	city	city	NOUN
easat-7600	119	20	from	from	ADP
easat-7600	119	21	the	the	DET
easat-7600	119	22	west	west	NOUN
easat-7600	119	23	.	.	PUNCT
easat-7600	120	1	indonesia	indonesia	PROPN
easat-7600	120	2	:	:	PUNCT
easat-7600	120	3	universitas	universita	NOUN
easat-7600	120	4	muhammadiyah	muhammadiyah	ADP
easat-7600	120	5	surakarta	surakarta	NOUN
easat-7600	120	6	,	,	PUNCT
easat-7600	120	7	2014	2014	NUM
easat-7600	120	8	.	.	PUNCT
easat-7600	121	1	[	[	X
easat-7600	121	2	2	2	X
easat-7600	121	3	]	]	PUNCT
easat-7600	121	4	w.	w.	PROPN
easat-7600	121	5	natalia	natalia	PROPN
easat-7600	121	6	,	,	PUNCT
easat-7600	121	7	h.	h.	PROPN
easat-7600	121	8	dwiatmoko	dwiatmoko	PROPN
easat-7600	121	9	,	,	PUNCT
easat-7600	121	10	and	and	CCONJ
easat-7600	121	11	n.	n.	PROPN
easat-7600	121	12	widyaningsih	widyaningsih	PROPN
easat-7600	121	13	,	,	PUNCT
easat-7600	121	14	"	"	PUNCT
easat-7600	121	15	the	the	DET
easat-7600	121	16	effectiveness	effectiveness	NOUN
easat-7600	121	17	city	city	NOUN
easat-7600	121	18	of	of	ADP
easat-7600	121	19	balikpapan	balikpapan	PROPN
easat-7600	121	20	-	-	PUNCT
easat-7600	121	21	samarinda	samarinda	PROPN
easat-7600	121	22	route	route	NOUN
easat-7600	121	23	selection	selection	NOUN
easat-7600	121	24	with	with	ADP
easat-7600	121	25	user	user	NOUN
easat-7600	121	26	characteristics	characteristic	NOUN
easat-7600	121	27	analysis	analysis	NOUN
easat-7600	121	28	,	,	PUNCT
easat-7600	121	29	and	and	CCONJ
easat-7600	121	30	toll	toll	NOUN
easat-7600	121	31	tariff	tariff	NOUN
easat-7600	121	32	analysis	analysis	NOUN
easat-7600	121	33	,	,	PUNCT
easat-7600	121	34	"	"	PUNCT
easat-7600	121	35	international	international	ADJ
easat-7600	121	36	journal	journal	NOUN
easat-7600	121	37	of	of	ADP
easat-7600	121	38	research	research	NOUN
easat-7600	121	39	and	and	CCONJ
easat-7600	121	40	review	review	NOUN
easat-7600	121	41	,	,	PUNCT
easat-7600	121	42	vol	vol	NOUN
easat-7600	121	43	.	.	PROPN
easat-7600	121	44	8	8	NUM
easat-7600	121	45	,	,	PUNCT
easat-7600	121	46	no	no	INTJ
easat-7600	121	47	.	.	NOUN
easat-7600	121	48	8	8	NUM
easat-7600	121	49	,	,	PUNCT
easat-7600	121	50	pp	pp	ADJ
easat-7600	121	51	.	.	PUNCT
easat-7600	122	1	533	533	NUM
easat-7600	122	2	-	-	SYM
easat-7600	122	3	545	545	NUM
easat-7600	122	4	,	,	PUNCT
easat-7600	122	5	2021	2021	NUM
easat-7600	122	6	.	.	PUNCT
easat-7600	123	1	[	[	X
easat-7600	123	2	3	3	X
easat-7600	123	3	]	]	X
easat-7600	123	4	n.	n.	NOUN
easat-7600	123	5	asiyah	asiyah	PROPN
easat-7600	123	6	,	,	PUNCT
easat-7600	123	7	s.	s.	PROPN
easat-7600	123	8	damanik	damanik	PROPN
easat-7600	123	9	,	,	PUNCT
easat-7600	123	10	and	and	CCONJ
easat-7600	123	11	r.	r.	PROPN
easat-7600	123	12	ramadhan	ramadhan	PROPN
easat-7600	123	13	,	,	PUNCT
easat-7600	123	14	"	"	PUNCT
easat-7600	123	15	transportation	transportation	NOUN
easat-7600	123	16	mode	mode	NOUN
easat-7600	123	17	choice	choice	NOUN
easat-7600	123	18	to	to	ADP
easat-7600	123	19	campus	campus	NOUN
easat-7600	123	20	study	study	NOUN
easat-7600	123	21	in	in	ADP
easat-7600	123	22	the	the	DET
easat-7600	123	23	new	new	ADJ
easat-7600	123	24	normal	normal	ADJ
easat-7600	123	25	era	era	NOUN
easat-7600	123	26	(	(	PUNCT
easat-7600	123	27	case	case	NOUN
easat-7600	123	28	study	study	NOUN
easat-7600	123	29	:	:	PUNCT
easat-7600	123	30	al	al	PROPN
easat-7600	123	31	-	-	PUNCT
easat-7600	123	32	azhar	azhar	PROPN
easat-7600	123	33	university	university	PROPN
easat-7600	123	34	)	)	PUNCT
easat-7600	123	35	,	,	PUNCT
easat-7600	123	36	"	"	PUNCT
easat-7600	123	37	jurnal	jurnal	ADJ
easat-7600	123	38	vorteks	vortek	NOUN
easat-7600	123	39	,	,	PUNCT
easat-7600	123	40	vol	vol	NOUN
easat-7600	123	41	.	.	PROPN
easat-7600	123	42	5	5	NUM
easat-7600	123	43	,	,	PUNCT
easat-7600	123	44	no	no	INTJ
easat-7600	123	45	.	.	NOUN
easat-7600	123	46	1	1	NUM
easat-7600	123	47	,	,	PUNCT
easat-7600	123	48	pp	pp	ADJ
easat-7600	123	49	.	.	PUNCT
easat-7600	123	50	376	376	NUM
easat-7600	123	51	-	-	SYM
easat-7600	123	52	386	386	NUM
easat-7600	123	53	,	,	PUNCT
easat-7600	123	54	2024	2024	NUM
easat-7600	123	55	.	.	PUNCT
easat-7600	124	1	[	[	X
easat-7600	124	2	4	4	X
easat-7600	124	3	]	]	PUNCT
easat-7600	124	4	s.	s.	PROPN
easat-7600	124	5	h.	h.	PROPN
easat-7600	124	6	aspan	aspan	PROPN
easat-7600	124	7	,	,	PUNCT
easat-7600	124	8	"	"	PUNCT
easat-7600	124	9	knowledge	knowledge	NOUN
easat-7600	124	10	,	,	PUNCT
easat-7600	124	11	attitude	attitude	NOUN
easat-7600	124	12	,	,	PUNCT
easat-7600	124	13	and	and	CCONJ
easat-7600	124	14	practice	practice	NOUN
easat-7600	124	15	towards	towards	ADP
easat-7600	124	16	social	social	ADJ
easat-7600	124	17	distancing	distancing	NOUN
easat-7600	124	18	among	among	ADP
easat-7600	124	19	undergraduate	undergraduate	ADJ
easat-7600	124	20	students	student	NOUN
easat-7600	124	21	in	in	ADP
easat-7600	124	22	medical	medical	ADJ
easat-7600	124	23	fields	field	NOUN
easat-7600	124	24	during	during	ADP
easat-7600	124	25	rapid	rapid	ADJ
easat-7600	124	26	rise	rise	NOUN
easat-7600	124	27	of	of	ADP
easat-7600	124	28	covid-19	covid-19	PROPN
easat-7600	124	29	in	in	ADP
easat-7600	124	30	samarinda	samarinda	PROPN
easat-7600	124	31	city	city	PROPN
easat-7600	124	32	,	,	PUNCT
easat-7600	124	33	indonesia	indonesia	PROPN
easat-7600	124	34	:	:	PUNCT
easat-7600	124	35	a	a	DET
easat-7600	124	36	cross	cross	ADJ
easat-7600	124	37	sectional	sectional	ADJ
easat-7600	124	38	study	study	NOUN
easat-7600	124	39	,	,	PUNCT
easat-7600	124	40	"	"	PUNCT
easat-7600	124	41	journal	journal	NOUN
easat-7600	124	42	of	of	ADP
easat-7600	124	43	public	public	ADJ
easat-7600	124	44	health	health	NOUN
easat-7600	124	45	,	,	PUNCT
easat-7600	124	46	pp	pp	ADJ
easat-7600	124	47	.	.	PUNCT
easat-7600	125	1	1	1	NUM
easat-7600	125	2	-	-	SYM
easat-7600	125	3	10	10	NUM
easat-7600	125	4	,	,	PUNCT
easat-7600	125	5	2020	2020	NUM
easat-7600	125	6	.	.	PUNCT
easat-7600	126	1	[	[	X
easat-7600	126	2	5	5	NUM
easat-7600	126	3	]	]	PUNCT
easat-7600	126	4	c.	c.	PROPN
easat-7600	126	5	l.	l.	PROPN
easat-7600	126	6	b.	b.	PROPN
easat-7600	126	7	caling	caling	PROPN
easat-7600	126	8	,	,	PUNCT
easat-7600	126	9	p.	p.	PROPN
easat-7600	126	10	v.	v.	PROPN
easat-7600	126	11	sandi	sandi	PROPN
easat-7600	126	12	,	,	PUNCT
easat-7600	126	13	a.	a.	PROPN
easat-7600	126	14	j.	j.	PROPN
easat-7600	126	15	fireflies	fireflies	PROPN
easat-7600	126	16	,	,	PUNCT
easat-7600	126	17	and	and	CCONJ
easat-7600	126	18	m.	m.	NOUN
easat-7600	126	19	gondia	gondia	PROPN
easat-7600	126	20	,	,	PUNCT
easat-7600	126	21	"	"	PUNCT
easat-7600	126	22	the	the	DET
easat-7600	126	23	influence	influence	NOUN
easat-7600	126	24	of	of	ADP
easat-7600	126	25	analysis	analysis	NOUN
easat-7600	126	26	of	of	ADP
easat-7600	126	27	choice	choice	NOUN
easat-7600	126	28	of	of	ADP
easat-7600	126	29	shuttle	shuttle	NOUN
easat-7600	126	30	transportation	transportation	NOUN
easat-7600	126	31	modes	mode	NOUN
easat-7600	126	32	in	in	ADP
easat-7600	126	33	the	the	DET
easat-7600	126	34	province	province	NOUN
easat-7600	126	35	of	of	ADP
easat-7600	126	36	the	the	DET
easat-7600	126	37	gunung	gunung	PROPN
easat-7600	126	38	mas	mas	PROPN
easat-7600	126	39	travel	travel	PROPN
easat-7600	126	40	fleet	fleet	PROPN
easat-7600	126	41	route	route	PROPN
easat-7600	126	42	ruteng	ruteng	NOUN
easat-7600	126	43	-	-	PUNCT
easat-7600	126	44	ende	ende	ADJ
easat-7600	126	45	city	city	NOUN
easat-7600	126	46	,	,	PUNCT
easat-7600	126	47	"	"	PUNCT
easat-7600	126	48	presented	present	VERB
easat-7600	126	49	at	at	ADP
easat-7600	126	50	the	the	DET
easat-7600	126	51	iop	iop	PROPN
easat-7600	126	52	conference	conference	PROPN
easat-7600	126	53	series	series	NOUN
easat-7600	126	54	:	:	PUNCT
easat-7600	126	55	earth	earth	NOUN
easat-7600	126	56	and	and	CCONJ
easat-7600	126	57	environmental	environmental	ADJ
easat-7600	126	58	science	science	NOUN
easat-7600	126	59	,	,	PUNCT
easat-7600	126	60	iop	iop	NOUN
easat-7600	126	61	publishing	publishing	NOUN
easat-7600	126	62	,	,	PUNCT
easat-7600	126	63	2024	2024	NUM
easat-7600	126	64	.	.	PUNCT
easat-7600	127	1	[	[	X
easat-7600	127	2	6	6	NUM
easat-7600	127	3	]	]	X
easat-7600	127	4	n.	n.	PROPN
easat-7600	127	5	widyaningsih	widyaningsih	PROPN
easat-7600	127	6	,	,	PUNCT
easat-7600	127	7	w.	w.	PROPN
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easat-7600	127	9	,	,	PUNCT
easat-7600	127	10	n.	n.	PROPN
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easat-7600	127	14	m.	m.	PROPN
easat-7600	127	15	putri	putri	PROPN
easat-7600	127	16	,	,	PUNCT
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easat-7600	127	28	,	,	PUNCT
easat-7600	127	29	"	"	PUNCT
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easat-7600	127	31	journal	journal	NOUN
easat-7600	127	32	on	on	ADP
easat-7600	127	33	technical	technical	ADJ
easat-7600	127	34	and	and	CCONJ
easat-7600	127	35	physical	physical	ADJ
easat-7600	127	36	problems	problem	NOUN
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easat-7600	127	39	,	,	PUNCT
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easat-7600	127	41	.	.	PROPN
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easat-7600	127	43	,	,	PUNCT
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easat-7600	127	45	.	.	NOUN
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easat-7600	127	47	,	,	PUNCT
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easat-7600	127	49	.	.	PUNCT
easat-7600	128	1	216	216	NUM
easat-7600	128	2	-	-	SYM
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easat-7600	128	4	,	,	PUNCT
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easat-7600	128	6	.	.	PUNCT
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easat-7600	129	2	7	7	X
easat-7600	129	3	]	]	X
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easat-7600	129	9	,	,	PUNCT
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easat-7600	129	13	,	,	PUNCT
easat-7600	129	14	b.	b.	PROPN
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easat-7600	129	17	and	and	CCONJ
easat-7600	129	18	n.	n.	PROPN
easat-7600	129	19	l.	l.	PROPN
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easat-7600	129	25	sciences	science	NOUN
easat-7600	129	26	.	.	PUNCT
easat-7600	130	1	united	united	PROPN
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easat-7600	130	4	john	john	PROPN
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easat-7600	130	8	,	,	PUNCT
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easat-7600	130	10	.	.	PUNCT
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easat-7600	131	2	8	8	NUM
easat-7600	131	3	]	]	PUNCT
easat-7600	131	4	a.	a.	NOUN
easat-7600	131	5	malik	malik	PROPN
easat-7600	131	6	and	and	CCONJ
easat-7600	131	7	m.	m.	PROPN
easat-7600	131	8	m.	m.	PROPN
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easat-7600	131	10	,	,	PUNCT
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easat-7600	131	12	to	to	ADP
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easat-7600	131	14	statistics	statistic	NOUN
easat-7600	131	15	:	:	PUNCT
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easat-7600	131	18	applications	application	NOUN
easat-7600	131	19	.	.	PUNCT
easat-7600	132	1	india	india	PROPN
easat-7600	132	2	:	:	PUNCT
easat-7600	132	3	deepubish	deepubish	PROPN
easat-7600	132	4	,	,	PUNCT
easat-7600	132	5	2018	2018	NUM
easat-7600	132	6	.	.	PUNCT
easat-7600	133	1	[	[	X
easat-7600	133	2	9	9	NUM
easat-7600	133	3	]	]	PUNCT
easat-7600	133	4	z.	z.	PROPN
easat-7600	133	5	lubis	lubis	PROPN
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easat-7600	133	8	statistics	statistic	NOUN
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easat-7600	133	11	and	and	CCONJ
easat-7600	133	12	economic	economic	ADJ
easat-7600	133	13	sciences	science	NOUN
easat-7600	133	14	.	.	PUNCT
easat-7600	134	1	indonesia	indonesia	PROPN
easat-7600	134	2	:	:	PUNCT
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easat-7600	134	7	.	.	PUNCT
easat-7600	135	1	[	[	X
easat-7600	135	2	10	10	NUM
easat-7600	135	3	]	]	PUNCT
easat-7600	135	4	s.	s.	PROPN
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easat-7600	135	16	analysis	analysis	NOUN
easat-7600	135	17	on	on	ADP
easat-7600	135	18	self	self	NOUN
easat-7600	135	19	-	-	PUNCT
easat-7600	135	20	healing	healing	NOUN
easat-7600	135	21	method	method	NOUN
easat-7600	135	22	.	.	PUNCT
easat-7600	136	1	indonesia	indonesia	PROPN
easat-7600	136	2	:	:	PUNCT
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easat-7600	136	6	,	,	PUNCT
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easat-7600	136	8	.	.	PUNCT
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easat-7600	137	2	11	11	NUM
easat-7600	137	3	]	]	X
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easat-7600	137	10	,	,	PUNCT
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easat-7600	137	29	penelitian	penelitian	PROPN
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easat-7600	137	35	,	,	PUNCT
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easat-7600	137	37	.	.	PROPN
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easat-7600	137	39	,	,	PUNCT
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easat-7600	137	41	.	.	NOUN
easat-7600	137	42	2	2	NUM
easat-7600	137	43	,	,	PUNCT
easat-7600	137	44	pp	pp	ADJ
easat-7600	137	45	.	.	PUNCT
easat-7600	138	1	101	101	NUM
easat-7600	138	2	-	-	SYM
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easat-7600	138	4	,	,	PUNCT
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easat-7600	138	6	.	.	PUNCT
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easat-7600	139	2	12	12	NUM
easat-7600	139	3	]	]	PUNCT
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easat-7600	139	8	s.	s.	PROPN
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easat-7600	139	44	.	.	PUNCT
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easat-7600	141	6	:	:	SYM
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easat-7600	142	3	]	]	PUNCT
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easat-7600	142	34	"	"	PUNCT
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easat-7600	142	47	,	,	PUNCT
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easat-7600	143	3	]	]	PUNCT
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easat-7600	144	2	:	:	PUNCT
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easat-7600	144	6	.	.	PUNCT
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easat-7600	145	2	15	15	NUM
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easat-7600	146	2	:	:	PUNCT
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easat-7600	147	2	16	16	NUM
easat-7600	147	3	]	]	PUNCT
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easat-7600	147	18	regression	regression	NOUN
easat-7600	147	19	for	for	ADP
easat-7600	147	20	the	the	DET
easat-7600	147	21	analysis	analysis	NOUN
easat-7600	147	22	of	of	ADP
easat-7600	147	23	career	career	NOUN
easat-7600	147	24	decision	decision	NOUN
easat-7600	147	25	style	style	NOUN
easat-7600	147	26	in	in	ADP
easat-7600	147	27	teacher	teacher	NOUN
easat-7600	147	28	education	education	NOUN
easat-7600	147	29	,	,	PUNCT
easat-7600	147	30	"	"	PUNCT
easat-7600	147	31	european	european	ADJ
easat-7600	147	32	journal	journal	NOUN
easat-7600	147	33	of	of	ADP
easat-7600	147	34	educational	educational	ADJ
easat-7600	147	35	research	research	NOUN
easat-7600	147	36	,	,	PUNCT
easat-7600	147	37	vol	vol	NOUN
easat-7600	147	38	.	.	PROPN
easat-7600	147	39	12	12	NUM
easat-7600	147	40	,	,	PUNCT
easat-7600	147	41	no	no	INTJ
easat-7600	147	42	.	.	NOUN
easat-7600	147	43	1	1	NUM
easat-7600	147	44	,	,	PUNCT
easat-7600	147	45	pp	pp	ADJ
easat-7600	147	46	.	.	PUNCT
easat-7600	148	1	1	1	NUM
easat-7600	148	2	-	-	SYM
easat-7600	148	3	10	10	NUM
easat-7600	148	4	,	,	PUNCT
easat-7600	148	5	2023	2023	NUM
easat-7600	148	6	.	.	PUNCT
easat-7600	149	1	[	[	X
easat-7600	149	2	17	17	NUM
easat-7600	149	3	]	]	PUNCT
easat-7600	149	4	t.	t.	PROPN
easat-7600	149	5	a.	a.	NOUN
easat-7600	149	6	sari	sari	PROPN
easat-7600	149	7	,	,	PUNCT
easat-7600	149	8	"	"	PUNCT
easat-7600	149	9	application	application	NOUN
easat-7600	149	10	of	of	ADP
easat-7600	149	11	backward	backward	ADJ
easat-7600	149	12	method	method	NOUN
easat-7600	149	13	to	to	PART
easat-7600	149	14	determine	determine	VERB
easat-7600	149	15	the	the	DET
easat-7600	149	16	factor	factor	NOUN
easat-7600	149	17	that	that	PRON
easat-7600	149	18	affect	affect	VERB
easat-7600	149	19	the	the	DET
easat-7600	149	20	poverty	poverty	NOUN
easat-7600	149	21	level	level	NOUN
easat-7600	149	22	of	of	ADP
easat-7600	149	23	sibolga	sibolga	ADJ
easat-7600	149	24	city	city	NOUN
easat-7600	149	25	20112020	20112020	NUM
easat-7600	149	26	,	,	PUNCT
easat-7600	149	27	"	"	PUNCT
easat-7600	149	28	jmea	jmea	VERB
easat-7600	149	29	:	:	PUNCT
easat-7600	149	30	journal	journal	NOUN
easat-7600	149	31	of	of	ADP
easat-7600	149	32	mathematics	mathematics	PROPN
easat-7600	149	33	education	education	NOUN
easat-7600	149	34	and	and	CCONJ
easat-7600	149	35	application	application	NOUN
easat-7600	149	36	,	,	PUNCT
easat-7600	149	37	vol	vol	NOUN
easat-7600	149	38	.	.	PROPN
easat-7600	150	1	2	2	NUM
easat-7600	150	2	,	,	PUNCT
easat-7600	150	3	no	no	INTJ
easat-7600	150	4	.	.	NOUN
easat-7600	150	5	1	1	NUM
easat-7600	150	6	,	,	PUNCT
easat-7600	150	7	pp	pp	ADJ
easat-7600	150	8	.	.	PUNCT
easat-7600	151	1	10	10	NUM
easat-7600	151	2	-	-	SYM
easat-7600	151	3	19	19	NUM
easat-7600	151	4	,	,	PUNCT
easat-7600	151	5	2023	2023	NUM
easat-7600	151	6	.	.	PUNCT
easat-7600	152	1	[	[	X
easat-7600	152	2	18	18	NUM
easat-7600	152	3	]	]	PUNCT
easat-7600	152	4	a.	a.	NOUN
easat-7600	152	5	a.	a.	PROPN
easat-7600	152	6	r.	r.	PROPN
easat-7600	152	7	fernandes	fernandes	PROPN
easat-7600	152	8	,	,	PUNCT
easat-7600	152	9	metode	metode	PROPN
easat-7600	152	10	statistika	statistika	PROPN
easat-7600	152	11	multivariat	multivariat	PROPN
easat-7600	152	12	pemodelan	pemodelan	PROPN
easat-7600	152	13	persamaan	persamaan	PROPN
easat-7600	152	14	struktural	struktural	ADJ
easat-7600	152	15	(	(	PUNCT
easat-7600	152	16	sem	sem	NOUN
easat-7600	152	17	)	)	PUNCT
easat-7600	152	18	pendekatan	pendekatan	ADJ
easat-7600	152	19	warppls	warppls	NOUN
easat-7600	152	20	.	.	PUNCT
easat-7600	153	1	indonesia	indonesia	PROPN
easat-7600	153	2	:	:	PUNCT
easat-7600	153	3	universitas	universitas	PROPN
easat-7600	153	4	brawijaya	brawijaya	NOUN
easat-7600	153	5	press	press	NOUN
easat-7600	153	6	,	,	PUNCT
easat-7600	153	7	2017	2017	NUM
easat-7600	153	8	.	.	PUNCT
easat-7600	154	1	[	[	X
easat-7600	154	2	19	19	NUM
easat-7600	154	3	]	]	PUNCT
easat-7600	154	4	m.	m.	NOUN
easat-7600	154	5	ramdhan	ramdhan	NOUN
easat-7600	154	6	,	,	PUNCT
easat-7600	154	7	research	research	NOUN
easat-7600	154	8	methods	method	NOUN
easat-7600	154	9	.	.	PUNCT
easat-7600	155	1	indonesia	indonesia	PROPN
easat-7600	155	2	:	:	PUNCT
easat-7600	155	3	cipta	cipta	VERB
easat-7600	155	4	media	media	NOUN
easat-7600	155	5	nusantara	nusantara	NOUN
easat-7600	155	6	,	,	PUNCT
easat-7600	155	7	2021	2021	NUM
easat-7600	155	8	.	.	PUNCT
easat-7600	156	1	[	[	X
easat-7600	156	2	20	20	NUM
easat-7600	156	3	]	]	PUNCT
easat-7600	156	4	j.	j.	PROPN
easat-7600	156	5	hogland	hogland	PROPN
easat-7600	156	6	,	,	PUNCT
easat-7600	156	7	n.	n.	NOUN
easat-7600	156	8	billor	billor	NOUN
easat-7600	156	9	,	,	PUNCT
easat-7600	156	10	and	and	CCONJ
easat-7600	156	11	n.	n.	PROPN
easat-7600	156	12	anderson	anderson	PROPN
easat-7600	156	13	,	,	PUNCT
easat-7600	156	14	"	"	PUNCT
easat-7600	156	15	comparison	comparison	NOUN
easat-7600	156	16	of	of	ADP
easat-7600	156	17	standard	standard	ADJ
easat-7600	156	18	maximum	maximum	ADJ
easat-7600	156	19	likelihood	likelihood	NOUN
easat-7600	156	20	classification	classification	NOUN
easat-7600	156	21	and	and	CCONJ
easat-7600	156	22	polytomous	polytomous	ADJ
easat-7600	156	23	logistic	logistic	ADJ
easat-7600	156	24	regression	regression	NOUN
easat-7600	156	25	used	use	VERB
easat-7600	156	26	in	in	ADP
easat-7600	156	27	remote	remote	ADJ
easat-7600	156	28	sensing	sensing	NOUN
easat-7600	156	29	,	,	PUNCT
easat-7600	156	30	"	"	PUNCT
easat-7600	156	31	european	european	ADJ
easat-7600	156	32	journal	journal	NOUN
easat-7600	156	33	of	of	ADP
easat-7600	156	34	remote	remote	ADJ
easat-7600	156	35	sensing	sensing	NOUN
easat-7600	156	36	,	,	PUNCT
easat-7600	156	37	vol	vol	NOUN
easat-7600	156	38	.	.	PROPN
easat-7600	156	39	46	46	NUM
easat-7600	156	40	,	,	PUNCT
easat-7600	156	41	no	no	INTJ
easat-7600	156	42	.	.	NOUN
easat-7600	156	43	1	1	NUM
easat-7600	156	44	,	,	PUNCT
easat-7600	156	45	pp	pp	ADJ
easat-7600	156	46	.	.	PUNCT
easat-7600	156	47	623	623	NUM
easat-7600	156	48	-	-	SYM
easat-7600	156	49	640	640	NUM
easat-7600	156	50	,	,	PUNCT
easat-7600	156	51	2013	2013	NUM
easat-7600	156	52	.	.	PUNCT
easat-7600	157	1	[	[	X
easat-7600	157	2	21	21	NUM
easat-7600	157	3	]	]	PUNCT
easat-7600	157	4	n.-n	n.-n	PROPN
easat-7600	157	5	.	.	PUNCT
easat-7600	158	1	sze	sze	PROPN
easat-7600	158	2	and	and	CCONJ
easat-7600	158	3	s.	s.	PROPN
easat-7600	158	4	wong	wong	PROPN
easat-7600	158	5	,	,	PUNCT
easat-7600	158	6	"	"	PUNCT
easat-7600	158	7	diagnostic	diagnostic	ADJ
easat-7600	158	8	analysis	analysis	NOUN
easat-7600	158	9	of	of	ADP
easat-7600	158	10	the	the	DET
easat-7600	158	11	logistic	logistic	ADJ
easat-7600	158	12	model	model	NOUN
easat-7600	158	13	for	for	ADP
easat-7600	158	14	pedestrian	pedestrian	NOUN
easat-7600	158	15	injury	injury	NOUN
easat-7600	158	16	severity	severity	NOUN
easat-7600	158	17	in	in	ADP
easat-7600	158	18	traffic	traffic	NOUN
easat-7600	158	19	crashes	crash	NOUN
easat-7600	158	20	,	,	PUNCT
easat-7600	158	21	"	"	PUNCT
easat-7600	158	22	accident	accident	NOUN
easat-7600	158	23	analysis	analysis	NOUN
easat-7600	158	24	&	&	CCONJ
easat-7600	158	25	prevention	prevention	NOUN
easat-7600	158	26	,	,	PUNCT
easat-7600	158	27	vol	vol	NOUN
easat-7600	158	28	.	.	PROPN
easat-7600	158	29	39	39	NUM
easat-7600	158	30	,	,	PUNCT
easat-7600	158	31	no	no	INTJ
easat-7600	158	32	.	.	NOUN
easat-7600	158	33	6	6	NUM
easat-7600	158	34	,	,	PUNCT
easat-7600	158	35	pp	pp	ADJ
easat-7600	158	36	.	.	PUNCT
easat-7600	159	1	1267	1267	NUM
easat-7600	159	2	-	-	SYM
easat-7600	159	3	1278	1278	NUM
easat-7600	159	4	,	,	PUNCT
easat-7600	159	5	2007	2007	NUM
easat-7600	159	6	.	.	PUNCT