id	sid	tid	token	lemma	pos
ejpam-7150	1	1	european	european	PROPN
ejpam-7150	1	2	journal	journal	PROPN
ejpam-7150	1	3	of	of	ADP
ejpam-7150	1	4	pure	pure	ADJ
ejpam-7150	1	5	and	and	CCONJ
ejpam-7150	1	6	applied	applied	ADJ
ejpam-7150	1	7	mathematics	mathematic	NOUN
ejpam-7150	1	8	2025	2025	NUM
ejpam-7150	1	9	,	,	PUNCT
ejpam-7150	1	10	vol	vol	NOUN
ejpam-7150	1	11	.	.	PROPN
ejpam-7150	1	12	18	18	NUM
ejpam-7150	1	13	,	,	PUNCT
ejpam-7150	1	14	issue	issue	NOUN
ejpam-7150	1	15	4	4	NUM
ejpam-7150	1	16	,	,	PUNCT
ejpam-7150	1	17	article	article	NOUN
ejpam-7150	1	18	number	number	NOUN
ejpam-7150	1	19	7150	7150	NUM
ejpam-7150	1	20	issn	issn	PROPN
ejpam-7150	1	21	1307	1307	NUM
ejpam-7150	1	22	-	-	SYM
ejpam-7150	1	23	5543	5543	NUM
ejpam-7150	1	24	–	–	PUNCT
ejpam-7150	1	25	ejpam.com	ejpam.com	X
ejpam-7150	1	26	published	publish	VERB
ejpam-7150	1	27	by	by	ADP
ejpam-7150	1	28	new	new	PROPN
ejpam-7150	1	29	york	york	PROPN
ejpam-7150	1	30	business	business	PROPN
ejpam-7150	1	31	global	global	ADJ
ejpam-7150	1	32	sparse	sparse	ADJ
ejpam-7150	1	33	cells	cell	NOUN
ejpam-7150	1	34	,	,	PUNCT
ejpam-7150	1	35	inflated	inflated	ADJ
ejpam-7150	1	36	odds	odd	NOUN
ejpam-7150	1	37	:	:	PUNCT
ejpam-7150	1	38	bias	bias	NOUN
ejpam-7150	1	39	reduction	reduction	NOUN
ejpam-7150	1	40	methods	method	NOUN
ejpam-7150	1	41	for	for	ADP
ejpam-7150	1	42	complex	complex	ADJ
ejpam-7150	1	43	survey	survey	NOUN
ejpam-7150	1	44	data	datum	NOUN
ejpam-7150	1	45	with	with	ADP
ejpam-7150	1	46	an	an	DET
ejpam-7150	1	47	application	application	NOUN
ejpam-7150	1	48	to	to	PART
ejpam-7150	1	49	hygiene	hygiene	VERB
ejpam-7150	1	50	availability	availability	NOUN
ejpam-7150	1	51	zakariya	zakariya	PROPN
ejpam-7150	1	52	m.	m.	PROPN
ejpam-7150	1	53	s.	s.	PROPN
ejpam-7150	1	54	mohammed1,2,∗	mohammed1,2,∗	PROPN
ejpam-7150	1	55	,	,	PUNCT
ejpam-7150	1	56	sanaa	sanaa	PROPN
ejpam-7150	1	57	a.	a.	PROPN
ejpam-7150	1	58	mohammed3	mohammed3	PROPN
ejpam-7150	1	59	,	,	PUNCT
ejpam-7150	1	60	mohyaldein	mohyaldein	PROPN
ejpam-7150	1	61	salih2	salih2	PROPN
ejpam-7150	1	62	,	,	PUNCT
ejpam-7150	1	63	myada	myada	PROPN
ejpam-7150	1	64	a.	a.	PROPN
ejpam-7150	1	65	ibrahim4	ibrahim4	PROPN
ejpam-7150	1	66	,	,	PUNCT
ejpam-7150	1	67	omer	omer	PROPN
ejpam-7150	1	68	m.	m.	PROPN
ejpam-7150	1	69	a.	a.	PROPN
ejpam-7150	1	70	hamed5	hamed5	PROPN
ejpam-7150	1	71	,	,	PUNCT
ejpam-7150	1	72	ola	ola	PROPN
ejpam-7150	1	73	a.	a.	PROPN
ejpam-7150	1	74	i.	i.	PROPN
ejpam-7150	1	75	osman5	osman5	PROPN
ejpam-7150	1	76	,	,	PUNCT
ejpam-7150	1	77	ali	ali	PROPN
ejpam-7150	1	78	satty2	satty2	PROPN
ejpam-7150	1	79	1	1	NUM
ejpam-7150	1	80	center	center	NOUN
ejpam-7150	1	81	for	for	ADP
ejpam-7150	1	82	scientific	scientific	ADJ
ejpam-7150	1	83	research	research	NOUN
ejpam-7150	1	84	and	and	CCONJ
ejpam-7150	1	85	entrepreneurship	entrepreneurship	NOUN
ejpam-7150	1	86	,	,	PUNCT
ejpam-7150	1	87	northern	northern	ADJ
ejpam-7150	1	88	border	border	NOUN
ejpam-7150	1	89	university	university	PROPN
ejpam-7150	1	90	,	,	PUNCT
ejpam-7150	1	91	arar	arar	PROPN
ejpam-7150	1	92	,	,	PUNCT
ejpam-7150	1	93	saudi	saudi	PROPN
ejpam-7150	1	94	arabia	arabia	PROPN
ejpam-7150	1	95	2	2	NUM
ejpam-7150	1	96	department	department	NOUN
ejpam-7150	1	97	of	of	ADP
ejpam-7150	1	98	mathematics	mathematic	NOUN
ejpam-7150	1	99	,	,	PUNCT
ejpam-7150	1	100	college	college	NOUN
ejpam-7150	1	101	of	of	ADP
ejpam-7150	1	102	science	science	NOUN
ejpam-7150	1	103	,	,	PUNCT
ejpam-7150	1	104	northern	northern	ADJ
ejpam-7150	1	105	border	border	NOUN
ejpam-7150	1	106	university	university	NOUN
ejpam-7150	1	107	,	,	PUNCT
ejpam-7150	1	108	saudi	saudi	PROPN
ejpam-7150	1	109	arabia	arabia	PROPN
ejpam-7150	1	110	3	3	NUM
ejpam-7150	1	111	department	department	NOUN
ejpam-7150	1	112	of	of	ADP
ejpam-7150	1	113	statistics	statistic	NOUN
ejpam-7150	1	114	,	,	PUNCT
ejpam-7150	1	115	faculty	faculty	NOUN
ejpam-7150	1	116	of	of	ADP
ejpam-7150	1	117	mathematical	mathematical	ADJ
ejpam-7150	1	118	sciences	sciences	PROPN
ejpam-7150	1	119	and	and	CCONJ
ejpam-7150	1	120	informatics	informatic	NOUN
ejpam-7150	1	121	,	,	PUNCT
ejpam-7150	1	122	university	university	PROPN
ejpam-7150	1	123	of	of	ADP
ejpam-7150	1	124	khartoum	khartoum	PROPN
ejpam-7150	1	125	,	,	PUNCT
ejpam-7150	1	126	sudan	sudan	PROPN
ejpam-7150	1	127	4	4	NUM
ejpam-7150	1	128	sudan	sudan	PROPN
ejpam-7150	1	129	medical	medical	PROPN
ejpam-7150	1	130	specialization	specialization	PROPN
ejpam-7150	1	131	board	board	PROPN
ejpam-7150	1	132	,	,	PUNCT
ejpam-7150	1	133	khartoum	khartoum	PROPN
ejpam-7150	1	134	,	,	PUNCT
ejpam-7150	1	135	sudan	sudan	PROPN
ejpam-7150	1	136	5	5	NUM
ejpam-7150	1	137	department	department	PROPN
ejpam-7150	1	138	of	of	ADP
ejpam-7150	1	139	finance	finance	NOUN
ejpam-7150	1	140	and	and	CCONJ
ejpam-7150	1	141	insurance	insurance	NOUN
ejpam-7150	1	142	,	,	PUNCT
ejpam-7150	1	143	college	college	NOUN
ejpam-7150	1	144	of	of	ADP
ejpam-7150	1	145	business	business	PROPN
ejpam-7150	1	146	administration	administration	PROPN
ejpam-7150	1	147	,	,	PUNCT
ejpam-7150	1	148	northern	northern	ADJ
ejpam-7150	1	149	border	border	NOUN
ejpam-7150	1	150	university	university	PROPN
ejpam-7150	1	151	,	,	PUNCT
ejpam-7150	1	152	arar	arar	PROPN
ejpam-7150	1	153	,	,	PUNCT
ejpam-7150	1	154	saudi	saudi	PROPN
ejpam-7150	1	155	arabia	arabia	PROPN
ejpam-7150	1	156	abstract	abstract	NOUN
ejpam-7150	1	157	.	.	PUNCT
ejpam-7150	2	1	complex	complex	ADJ
ejpam-7150	2	2	survey	survey	NOUN
ejpam-7150	2	3	designs	design	NOUN
ejpam-7150	2	4	,	,	PUNCT
ejpam-7150	2	5	such	such	ADJ
ejpam-7150	2	6	as	as	ADP
ejpam-7150	2	7	unicef	unicef	PROPN
ejpam-7150	2	8	’s	’s	PART
ejpam-7150	2	9	multiple	multiple	ADJ
ejpam-7150	2	10	indicator	indicator	NOUN
ejpam-7150	2	11	cluster	cluster	NOUN
ejpam-7150	2	12	surveys	survey	NOUN
ejpam-7150	2	13	(	(	PUNCT
ejpam-7150	2	14	mics	mic	NOUN
ejpam-7150	2	15	)	)	PUNCT
ejpam-7150	2	16	,	,	PUNCT
ejpam-7150	2	17	often	often	ADV
ejpam-7150	2	18	generate	generate	VERB
ejpam-7150	2	19	sparse	sparse	ADJ
ejpam-7150	2	20	cells	cell	NOUN
ejpam-7150	2	21	across	across	ADP
ejpam-7150	2	22	strata	strata	NOUN
ejpam-7150	2	23	,	,	PUNCT
ejpam-7150	2	24	leading	lead	VERB
ejpam-7150	2	25	to	to	ADP
ejpam-7150	2	26	inflated	inflated	ADJ
ejpam-7150	2	27	odds	odd	NOUN
ejpam-7150	2	28	ratios	ratio	NOUN
ejpam-7150	2	29	(	(	PUNCT
ejpam-7150	2	30	ors	or	NOUN
ejpam-7150	2	31	)	)	PUNCT
ejpam-7150	2	32	,	,	PUNCT
ejpam-7150	2	33	wide	wide	ADJ
ejpam-7150	2	34	confidence	confidence	NOUN
ejpam-7150	2	35	intervals	interval	NOUN
ejpam-7150	2	36	(	(	PUNCT
ejpam-7150	2	37	cis	cis	NOUN
ejpam-7150	2	38	)	)	PUNCT
ejpam-7150	2	39	,	,	PUNCT
ejpam-7150	2	40	and	and	CCONJ
ejpam-7150	2	41	convergence	convergence	NOUN
ejpam-7150	2	42	failures	failure	NOUN
ejpam-7150	2	43	in	in	ADP
ejpam-7150	2	44	survey	survey	NOUN
ejpam-7150	2	45	-	-	PUNCT
ejpam-7150	2	46	weighted	weight	VERB
ejpam-7150	2	47	logistic	logistic	ADJ
ejpam-7150	2	48	regression	regression	NOUN
ejpam-7150	2	49	(	(	PUNCT
ejpam-7150	2	50	slr	slr	NOUN
ejpam-7150	2	51	)	)	PUNCT
ejpam-7150	2	52	.	.	PUNCT
ejpam-7150	3	1	using	use	VERB
ejpam-7150	3	2	sudan	sudan	PROPN
ejpam-7150	3	3	mics	mics	PROPN
ejpam-7150	3	4	2014	2014	NUM
ejpam-7150	3	5	data	datum	NOUN
ejpam-7150	3	6	on	on	ADP
ejpam-7150	3	7	16,679	16,679	NUM
ejpam-7150	3	8	households	household	NOUN
ejpam-7150	3	9	,	,	PUNCT
ejpam-7150	3	10	this	this	DET
ejpam-7150	3	11	study	study	NOUN
ejpam-7150	3	12	aims	aim	VERB
ejpam-7150	3	13	to	to	PART
ejpam-7150	3	14	demonstrate	demonstrate	VERB
ejpam-7150	3	15	a	a	DET
ejpam-7150	3	16	practical	practical	ADJ
ejpam-7150	3	17	workflow	workflow	NOUN
ejpam-7150	3	18	to	to	PART
ejpam-7150	3	19	mitigate	mitigate	VERB
ejpam-7150	3	20	sparse	sparse	ADJ
ejpam-7150	3	21	-	-	PUNCT
ejpam-7150	3	22	data	data	NOUN
ejpam-7150	3	23	bias	bias	NOUN
ejpam-7150	3	24	:	:	PUNCT
ejpam-7150	3	25	(	(	PUNCT
ejpam-7150	3	26	1	1	X
ejpam-7150	3	27	)	)	PUNCT
ejpam-7150	3	28	slr	slr	NOUN
ejpam-7150	3	29	for	for	ADP
ejpam-7150	3	30	population	population	NOUN
ejpam-7150	3	31	-	-	PUNCT
ejpam-7150	3	32	representative	representative	NOUN
ejpam-7150	3	33	estimates	estimate	NOUN
ejpam-7150	3	34	,	,	PUNCT
ejpam-7150	3	35	(	(	PUNCT
ejpam-7150	3	36	2	2	X
ejpam-7150	3	37	)	)	PUNCT
ejpam-7150	3	38	firth	firth	PROPN
ejpam-7150	3	39	’s	’s	PART
ejpam-7150	3	40	penalized	penalize	VERB
ejpam-7150	3	41	logistic	logistic	ADJ
ejpam-7150	3	42	regression	regression	NOUN
ejpam-7150	3	43	(	(	PUNCT
ejpam-7150	3	44	fplr	fplr	NOUN
ejpam-7150	3	45	)	)	PUNCT
ejpam-7150	3	46	to	to	PART
ejpam-7150	3	47	reduce	reduce	VERB
ejpam-7150	3	48	bias	bias	NOUN
ejpam-7150	3	49	from	from	ADP
ejpam-7150	3	50	sparse	sparse	ADJ
ejpam-7150	3	51	cells	cell	NOUN
ejpam-7150	3	52	,	,	PUNCT
ejpam-7150	3	53	and	and	CCONJ
ejpam-7150	3	54	(	(	PUNCT
ejpam-7150	3	55	3	3	X
ejpam-7150	3	56	)	)	PUNCT
ejpam-7150	3	57	geographic	geographic	ADJ
ejpam-7150	3	58	collapsing	collapsing	NOUN
ejpam-7150	3	59	of	of	ADP
ejpam-7150	3	60	states	state	NOUN
ejpam-7150	3	61	into	into	ADP
ejpam-7150	3	62	broader	broad	ADJ
ejpam-7150	3	63	regions	region	NOUN
ejpam-7150	3	64	to	to	PART
ejpam-7150	3	65	improve	improve	VERB
ejpam-7150	3	66	stability	stability	NOUN
ejpam-7150	3	67	.	.	PUNCT
ejpam-7150	4	1	results	result	NOUN
ejpam-7150	4	2	highlight	highlight	VERB
ejpam-7150	4	3	highly	highly	ADV
ejpam-7150	4	4	inflated	inflated	ADJ
ejpam-7150	4	5	ors	or	NOUN
ejpam-7150	4	6	under	under	ADP
ejpam-7150	4	7	slr	slr	NOUN
ejpam-7150	4	8	(	(	PUNCT
ejpam-7150	4	9	e.g.	e.g.	ADV
ejpam-7150	4	10	,	,	PUNCT
ejpam-7150	4	11	or=153.19	or=153.19	NOUN
ejpam-7150	4	12	for	for	ADP
ejpam-7150	4	13	central	central	ADJ
ejpam-7150	4	14	darfur	darfur	NOUN
ejpam-7150	4	15	)	)	PUNCT
ejpam-7150	4	16	were	be	AUX
ejpam-7150	4	17	substantially	substantially	ADV
ejpam-7150	4	18	reduced	reduce	VERB
ejpam-7150	4	19	after	after	ADP
ejpam-7150	4	20	fplr	fplr	NOUN
ejpam-7150	4	21	and	and	CCONJ
ejpam-7150	4	22	regional	regional	ADJ
ejpam-7150	4	23	collapsing	collapsing	NOUN
ejpam-7150	4	24	.	.	PUNCT
ejpam-7150	5	1	substantively	substantively	ADV
ejpam-7150	5	2	,	,	PUNCT
ejpam-7150	5	3	strong	strong	ADJ
ejpam-7150	5	4	gradients	gradient	NOUN
ejpam-7150	5	5	in	in	ADP
ejpam-7150	5	6	handwashing	handwashing	NOUN
ejpam-7150	5	7	facility	facility	NOUN
ejpam-7150	5	8	access	access	NOUN
ejpam-7150	5	9	emerged	emerge	VERB
ejpam-7150	5	10	by	by	ADP
ejpam-7150	5	11	education	education	NOUN
ejpam-7150	5	12	,	,	PUNCT
ejpam-7150	5	13	wealth	wealth	NOUN
ejpam-7150	5	14	,	,	PUNCT
ejpam-7150	5	15	and	and	CCONJ
ejpam-7150	5	16	geography	geography	NOUN
ejpam-7150	5	17	,	,	PUNCT
ejpam-7150	5	18	while	while	SCONJ
ejpam-7150	5	19	sex	sex	NOUN
ejpam-7150	5	20	of	of	ADP
ejpam-7150	5	21	household	household	NOUN
ejpam-7150	5	22	head	head	NOUN
ejpam-7150	5	23	showed	show	VERB
ejpam-7150	5	24	no	no	DET
ejpam-7150	5	25	effect	effect	NOUN
ejpam-7150	5	26	.	.	PUNCT
ejpam-7150	6	1	this	this	DET
ejpam-7150	6	2	study	study	NOUN
ejpam-7150	6	3	illustrates	illustrate	VERB
ejpam-7150	6	4	that	that	SCONJ
ejpam-7150	6	5	combining	combine	VERB
ejpam-7150	6	6	design	design	NOUN
ejpam-7150	6	7	-	-	PUNCT
ejpam-7150	6	8	based	base	VERB
ejpam-7150	6	9	estimation	estimation	NOUN
ejpam-7150	6	10	,	,	PUNCT
ejpam-7150	6	11	penalized	penalize	VERB
ejpam-7150	6	12	likelihood	likelihood	NOUN
ejpam-7150	6	13	,	,	PUNCT
ejpam-7150	6	14	and	and	CCONJ
ejpam-7150	6	15	collapsing	collapse	VERB
ejpam-7150	6	16	strategies	strategy	NOUN
ejpam-7150	6	17	yields	yield	VERB
ejpam-7150	6	18	more	more	ADV
ejpam-7150	6	19	stable	stable	ADJ
ejpam-7150	6	20	inference	inference	NOUN
ejpam-7150	6	21	in	in	ADP
ejpam-7150	6	22	complex	complex	ADJ
ejpam-7150	6	23	surveys	survey	NOUN
ejpam-7150	6	24	with	with	ADP
ejpam-7150	6	25	sparse	sparse	ADJ
ejpam-7150	6	26	data	datum	NOUN
ejpam-7150	6	27	,	,	PUNCT
ejpam-7150	6	28	offering	offer	VERB
ejpam-7150	6	29	practical	practical	ADJ
ejpam-7150	6	30	guidance	guidance	NOUN
ejpam-7150	6	31	for	for	ADP
ejpam-7150	6	32	applied	applied	ADJ
ejpam-7150	6	33	researchers	researcher	NOUN
ejpam-7150	6	34	.	.	PUNCT
ejpam-7150	7	1	2020	2020	NUM
ejpam-7150	7	2	mathematics	mathematic	NOUN
ejpam-7150	7	3	subject	subject	NOUN
ejpam-7150	7	4	classifications	classification	NOUN
ejpam-7150	7	5	:	:	PUNCT
ejpam-7150	7	6	62j12	62j12	NUM
ejpam-7150	7	7	,	,	PUNCT
ejpam-7150	7	8	62d05	62d05	NUM
ejpam-7150	7	9	,	,	PUNCT
ejpam-7150	7	10	62p10	62p10	NUM
ejpam-7150	7	11	key	key	ADJ
ejpam-7150	7	12	words	word	NOUN
ejpam-7150	7	13	and	and	CCONJ
ejpam-7150	7	14	phrases	phrase	NOUN
ejpam-7150	7	15	:	:	PUNCT
ejpam-7150	7	16	complex	complex	ADJ
ejpam-7150	7	17	survey	survey	NOUN
ejpam-7150	7	18	design	design	NOUN
ejpam-7150	7	19	,	,	PUNCT
ejpam-7150	7	20	sparse	sparse	ADJ
ejpam-7150	7	21	data	datum	NOUN
ejpam-7150	7	22	,	,	PUNCT
ejpam-7150	7	23	firth	firth	PROPN
ejpam-7150	7	24	’s	’s	PART
ejpam-7150	7	25	penalized	penalize	VERB
ejpam-7150	7	26	logistic	logistic	ADJ
ejpam-7150	7	27	regression	regression	NOUN
ejpam-7150	7	28	(	(	PUNCT
ejpam-7150	7	29	fplr	fplr	NOUN
ejpam-7150	7	30	)	)	PUNCT
ejpam-7150	7	31	,	,	PUNCT
ejpam-7150	7	32	survey	survey	NOUN
ejpam-7150	7	33	-	-	PUNCT
ejpam-7150	7	34	weighted	weight	VERB
ejpam-7150	7	35	logistic	logistic	ADJ
ejpam-7150	7	36	regression	regression	NOUN
ejpam-7150	7	37	(	(	PUNCT
ejpam-7150	7	38	slr	slr	NOUN
ejpam-7150	7	39	)	)	PUNCT
ejpam-7150	7	40	,	,	PUNCT
ejpam-7150	7	41	multiple	multiple	ADJ
ejpam-7150	7	42	indicator	indicator	NOUN
ejpam-7150	7	43	cluster	cluster	NOUN
ejpam-7150	7	44	survey	survey	NOUN
ejpam-7150	7	45	(	(	PUNCT
ejpam-7150	7	46	mics	mic	NOUN
ejpam-7150	7	47	)	)	PUNCT
ejpam-7150	7	48	∗corresponding	∗corresponde	VERB
ejpam-7150	7	49	author	author	NOUN
ejpam-7150	7	50	.	.	PUNCT
ejpam-7150	8	1	doi	doi	NOUN
ejpam-7150	8	2	:	:	PUNCT
ejpam-7150	8	3	https://doi.org/10.29020/nybg.ejpam.v18i4.7150	https://doi.org/10.29020/nybg.ejpam.v18i4.7150	PROPN
ejpam-7150	8	4	email	email	NOUN
ejpam-7150	8	5	address	address	NOUN
ejpam-7150	8	6	:	:	PUNCT
ejpam-7150	8	7	zakariya.mohammed@nbu.edu.sa	zakariya.mohammed@nbu.edu.sa	PROPN
ejpam-7150	8	8	(	(	PUNCT
ejpam-7150	8	9	z.	z.	PROPN
ejpam-7150	8	10	m.	m.	PROPN
ejpam-7150	8	11	s.	s.	PROPN
ejpam-7150	8	12	mohammed	mohammed	PROPN
ejpam-7150	8	13	)	)	PUNCT
ejpam-7150	8	14	https://www.ejpam.com	https://www.ejpam.com	X
ejpam-7150	9	1	1	1	NUM
ejpam-7150	9	2	copyright	copyright	NOUN
ejpam-7150	9	3	:	:	PUNCT
ejpam-7150	9	4	©	©	PROPN
ejpam-7150	9	5	2025	2025	NUM
ejpam-7150	9	6	the	the	DET
ejpam-7150	9	7	author(s	author(s	NOUN
ejpam-7150	9	8	)	)	PUNCT
ejpam-7150	9	9	.	.	PUNCT
ejpam-7150	10	1	(	(	PUNCT
ejpam-7150	10	2	cc	cc	NOUN
ejpam-7150	10	3	by	by	ADP
ejpam-7150	10	4	-	-	PUNCT
ejpam-7150	10	5	nc	nc	PROPN
ejpam-7150	10	6	4.0	4.0	NUM
ejpam-7150	10	7	)	)	PUNCT
ejpam-7150	10	8	z.	z.	PROPN
ejpam-7150	10	9	m.	m.	PROPN
ejpam-7150	10	10	s.	s.	PROPN
ejpam-7150	10	11	mohammed	mohammed	PROPN
ejpam-7150	10	12	et	et	PROPN
ejpam-7150	10	13	al	al	PROPN
ejpam-7150	10	14	.	.	PUNCT
ejpam-7150	10	15	/	/	SYM
ejpam-7150	10	16	eur	eur	PROPN
ejpam-7150	10	17	.	.	PUNCT
ejpam-7150	11	1	j.	j.	PROPN
ejpam-7150	11	2	pure	pure	PROPN
ejpam-7150	11	3	appl	appl	PROPN
ejpam-7150	11	4	.	.	PROPN
ejpam-7150	11	5	math	math	PROPN
ejpam-7150	11	6	,	,	PUNCT
ejpam-7150	11	7	18	18	NUM
ejpam-7150	11	8	(	(	PUNCT
ejpam-7150	11	9	4	4	NUM
ejpam-7150	11	10	)	)	PUNCT
ejpam-7150	11	11	(	(	PUNCT
ejpam-7150	11	12	2025	2025	NUM
ejpam-7150	11	13	)	)	PUNCT
ejpam-7150	11	14	,	,	PUNCT
ejpam-7150	11	15	7150	7150	NUM
ejpam-7150	11	16	2	2	NUM
ejpam-7150	11	17	of	of	ADP
ejpam-7150	11	18	15	15	NUM
ejpam-7150	11	19	1	1	NUM
ejpam-7150	11	20	.	.	PUNCT
ejpam-7150	12	1	introduction	introduction	NOUN
ejpam-7150	12	2	analysis	analysis	NOUN
ejpam-7150	12	3	of	of	ADP
ejpam-7150	12	4	health	health	NOUN
ejpam-7150	12	5	and	and	CCONJ
ejpam-7150	12	6	social	social	ADJ
ejpam-7150	12	7	outcomes	outcome	NOUN
ejpam-7150	12	8	from	from	ADP
ejpam-7150	12	9	large	large	ADJ
ejpam-7150	12	10	-	-	PUNCT
ejpam-7150	12	11	scale	scale	NOUN
ejpam-7150	12	12	household	household	NOUN
ejpam-7150	12	13	surveys	survey	NOUN
ejpam-7150	12	14	is	be	AUX
ejpam-7150	12	15	central	central	ADJ
ejpam-7150	12	16	to	to	ADP
ejpam-7150	12	17	global	global	ADJ
ejpam-7150	12	18	monitoring	monitoring	NOUN
ejpam-7150	12	19	.	.	PUNCT
ejpam-7150	13	1	surveys	survey	NOUN
ejpam-7150	13	2	such	such	ADJ
ejpam-7150	13	3	as	as	ADP
ejpam-7150	13	4	unicef	unicef	PROPN
ejpam-7150	13	5	’s	’s	PART
ejpam-7150	13	6	multiple	multiple	ADJ
ejpam-7150	13	7	indicator	indicator	NOUN
ejpam-7150	13	8	cluster	cluster	NOUN
ejpam-7150	13	9	surveys	survey	NOUN
ejpam-7150	13	10	(	(	PUNCT
ejpam-7150	13	11	mics	mic	NOUN
ejpam-7150	13	12	)	)	PUNCT
ejpam-7150	13	13	adopt	adopt	VERB
ejpam-7150	13	14	stratification	stratification	NOUN
ejpam-7150	13	15	,	,	PUNCT
ejpam-7150	13	16	clustering	clustering	NOUN
ejpam-7150	13	17	,	,	PUNCT
ejpam-7150	13	18	and	and	CCONJ
ejpam-7150	13	19	sampling	sample	VERB
ejpam-7150	13	20	weights	weight	NOUN
ejpam-7150	13	21	to	to	PART
ejpam-7150	13	22	ensure	ensure	VERB
ejpam-7150	13	23	population	population	NOUN
ejpam-7150	13	24	representativeness	representativeness	VERB
ejpam-7150	13	25	[	[	X
ejpam-7150	13	26	1–3	1–3	NOUN
ejpam-7150	13	27	]	]	X
ejpam-7150	13	28	.	.	PUNCT
ejpam-7150	14	1	yet	yet	CCONJ
ejpam-7150	14	2	these	these	DET
ejpam-7150	14	3	same	same	ADJ
ejpam-7150	14	4	design	design	NOUN
ejpam-7150	14	5	features	feature	NOUN
ejpam-7150	14	6	often	often	ADV
ejpam-7150	14	7	generate	generate	VERB
ejpam-7150	14	8	small	small	ADJ
ejpam-7150	14	9	cell	cell	NOUN
ejpam-7150	14	10	sizes	size	NOUN
ejpam-7150	14	11	across	across	ADP
ejpam-7150	14	12	subgroups	subgroup	NOUN
ejpam-7150	14	13	,	,	PUNCT
ejpam-7150	14	14	creating	create	VERB
ejpam-7150	14	15	sparse	sparse	ADJ
ejpam-7150	14	16	data	datum	NOUN
ejpam-7150	14	17	.	.	PUNCT
ejpam-7150	15	1	sparse	sparse	ADJ
ejpam-7150	15	2	-	-	PUNCT
ejpam-7150	15	3	data	datum	NOUN
ejpam-7150	15	4	bias	bias	NOUN
ejpam-7150	15	5	is	be	AUX
ejpam-7150	15	6	a	a	DET
ejpam-7150	15	7	well	well	ADV
ejpam-7150	15	8	-	-	PUNCT
ejpam-7150	15	9	documented	document	VERB
ejpam-7150	15	10	challenge	challenge	NOUN
ejpam-7150	15	11	in	in	ADP
ejpam-7150	15	12	logistic	logistic	ADJ
ejpam-7150	15	13	regression	regression	NOUN
ejpam-7150	15	14	,	,	PUNCT
ejpam-7150	15	15	producing	produce	VERB
ejpam-7150	15	16	inflated	inflated	ADJ
ejpam-7150	15	17	odds	odd	NOUN
ejpam-7150	15	18	ratios	ratio	NOUN
ejpam-7150	15	19	(	(	PUNCT
ejpam-7150	15	20	ors	or	NOUN
ejpam-7150	15	21	)	)	PUNCT
ejpam-7150	15	22	,	,	PUNCT
ejpam-7150	15	23	wide	wide	ADJ
ejpam-7150	15	24	or	or	CCONJ
ejpam-7150	15	25	infinite	infinite	ADJ
ejpam-7150	15	26	confidence	confidence	NOUN
ejpam-7150	15	27	intervals	interval	NOUN
ejpam-7150	15	28	(	(	PUNCT
ejpam-7150	15	29	cis	cis	NOUN
ejpam-7150	15	30	)	)	PUNCT
ejpam-7150	15	31	,	,	PUNCT
ejpam-7150	15	32	and	and	CCONJ
ejpam-7150	15	33	convergence	convergence	NOUN
ejpam-7150	15	34	failures	failure	NOUN
ejpam-7150	15	35	[	[	X
ejpam-7150	15	36	4–6	4–6	X
ejpam-7150	15	37	]	]	X
ejpam-7150	15	38	.	.	PUNCT
ejpam-7150	16	1	these	these	DET
ejpam-7150	16	2	problems	problem	NOUN
ejpam-7150	16	3	undermine	undermine	VERB
ejpam-7150	16	4	valid	valid	ADJ
ejpam-7150	16	5	inference	inference	NOUN
ejpam-7150	16	6	,	,	PUNCT
ejpam-7150	16	7	particularly	particularly	ADV
ejpam-7150	16	8	when	when	SCONJ
ejpam-7150	16	9	analyzing	analyze	VERB
ejpam-7150	16	10	rare	rare	ADJ
ejpam-7150	16	11	outcomes	outcome	NOUN
ejpam-7150	16	12	or	or	CCONJ
ejpam-7150	16	13	highly	highly	ADV
ejpam-7150	16	14	stratified	stratified	ADJ
ejpam-7150	16	15	covariates	covariate	NOUN
ejpam-7150	16	16	.	.	PUNCT
ejpam-7150	17	1	methodological	methodological	ADJ
ejpam-7150	17	2	studies	study	NOUN
ejpam-7150	17	3	show	show	VERB
ejpam-7150	17	4	that	that	SCONJ
ejpam-7150	17	5	maximum	maximum	ADJ
ejpam-7150	17	6	likelihood	likelihood	NOUN
ejpam-7150	17	7	estimates	estimate	NOUN
ejpam-7150	17	8	under	under	ADP
ejpam-7150	17	9	sparse	sparse	ADJ
ejpam-7150	17	10	data	datum	NOUN
ejpam-7150	17	11	exaggerate	exaggerate	VERB
ejpam-7150	17	12	effect	effect	NOUN
ejpam-7150	17	13	sizes	size	NOUN
ejpam-7150	17	14	[	[	X
ejpam-7150	17	15	7	7	NUM
ejpam-7150	17	16	]	]	PUNCT
ejpam-7150	17	17	.	.	PUNCT
ejpam-7150	18	1	penalized	penalize	VERB
ejpam-7150	18	2	likelihood	likelihood	NOUN
ejpam-7150	18	3	methods	method	NOUN
ejpam-7150	18	4	,	,	PUNCT
ejpam-7150	18	5	such	such	ADJ
ejpam-7150	18	6	as	as	ADP
ejpam-7150	18	7	firth	firth	PROPN
ejpam-7150	18	8	’s	’s	PART
ejpam-7150	18	9	logistic	logistic	ADJ
ejpam-7150	18	10	regression	regression	NOUN
ejpam-7150	18	11	(	(	PUNCT
ejpam-7150	18	12	fplr	fplr	NOUN
ejpam-7150	18	13	)	)	PUNCT
ejpam-7150	18	14	,	,	PUNCT
ejpam-7150	18	15	reduce	reduce	VERB
ejpam-7150	18	16	small	small	ADJ
ejpam-7150	18	17	-	-	PUNCT
ejpam-7150	18	18	sample	sample	NOUN
ejpam-7150	18	19	bias	bias	NOUN
ejpam-7150	18	20	and	and	CCONJ
ejpam-7150	18	21	produce	produce	VERB
ejpam-7150	18	22	finite	finite	ADJ
ejpam-7150	18	23	estimates	estimate	NOUN
ejpam-7150	18	24	under	under	ADP
ejpam-7150	18	25	separation	separation	NOUN
ejpam-7150	18	26	[	[	X
ejpam-7150	18	27	8	8	NUM
ejpam-7150	18	28	,	,	PUNCT
ejpam-7150	18	29	9	9	NUM
ejpam-7150	18	30	]	]	PUNCT
ejpam-7150	18	31	.	.	PUNCT
ejpam-7150	19	1	however	however	ADV
ejpam-7150	19	2	,	,	PUNCT
ejpam-7150	19	3	integrating	integrate	VERB
ejpam-7150	19	4	penalization	penalization	NOUN
ejpam-7150	19	5	with	with	ADP
ejpam-7150	19	6	survey	survey	NOUN
ejpam-7150	19	7	design	design	NOUN
ejpam-7150	19	8	is	be	AUX
ejpam-7150	19	9	not	not	PART
ejpam-7150	19	10	straightforward	straightforward	ADJ
ejpam-7150	19	11	because	because	SCONJ
ejpam-7150	19	12	most	most	ADJ
ejpam-7150	19	13	implementations	implementation	NOUN
ejpam-7150	19	14	omit	omit	VERB
ejpam-7150	19	15	survey	survey	NOUN
ejpam-7150	19	16	weights	weight	NOUN
ejpam-7150	19	17	,	,	PUNCT
ejpam-7150	19	18	clustering	clustering	NOUN
ejpam-7150	19	19	,	,	PUNCT
ejpam-7150	19	20	and	and	CCONJ
ejpam-7150	19	21	stratification	stratification	NOUN
ejpam-7150	19	22	[	[	X
ejpam-7150	19	23	3	3	NUM
ejpam-7150	19	24	]	]	PUNCT
ejpam-7150	19	25	.	.	PUNCT
ejpam-7150	20	1	recent	recent	ADJ
ejpam-7150	20	2	work	work	NOUN
ejpam-7150	20	3	advocates	advocate	VERB
ejpam-7150	20	4	hybrid	hybrid	ADJ
ejpam-7150	20	5	strategies	strategy	NOUN
ejpam-7150	20	6	combining	combine	VERB
ejpam-7150	20	7	survey	survey	NOUN
ejpam-7150	20	8	estimation	estimation	NOUN
ejpam-7150	20	9	with	with	ADP
ejpam-7150	20	10	bias	bias	NOUN
ejpam-7150	20	11	-	-	PUNCT
ejpam-7150	20	12	reduction	reduction	NOUN
ejpam-7150	20	13	methods	method	NOUN
ejpam-7150	20	14	[	[	X
ejpam-7150	20	15	10	10	NUM
ejpam-7150	20	16	]	]	PUNCT
ejpam-7150	20	17	.	.	PUNCT
ejpam-7150	21	1	when	when	SCONJ
ejpam-7150	21	2	penalization	penalization	NOUN
ejpam-7150	21	3	is	be	AUX
ejpam-7150	21	4	insufficient	insufficient	ADJ
ejpam-7150	21	5	,	,	PUNCT
ejpam-7150	21	6	collapsing	collapse	VERB
ejpam-7150	21	7	sparse	sparse	ADJ
ejpam-7150	21	8	categories	category	NOUN
ejpam-7150	21	9	offers	offer	VERB
ejpam-7150	21	10	a	a	DET
ejpam-7150	21	11	practical	practical	ADJ
ejpam-7150	21	12	remedy	remedy	NOUN
ejpam-7150	21	13	[	[	X
ejpam-7150	21	14	11	11	NUM
ejpam-7150	21	15	]	]	PUNCT
ejpam-7150	21	16	.	.	PUNCT
ejpam-7150	22	1	these	these	DET
ejpam-7150	22	2	methodological	methodological	ADJ
ejpam-7150	22	3	concerns	concern	NOUN
ejpam-7150	22	4	are	be	AUX
ejpam-7150	22	5	not	not	PART
ejpam-7150	22	6	abstract	abstract	ADJ
ejpam-7150	22	7	:	:	PUNCT
ejpam-7150	22	8	they	they	PRON
ejpam-7150	22	9	have	have	VERB
ejpam-7150	22	10	critical	critical	ADJ
ejpam-7150	22	11	implications	implication	NOUN
ejpam-7150	22	12	for	for	ADP
ejpam-7150	22	13	global	global	ADJ
ejpam-7150	22	14	health	health	NOUN
ejpam-7150	22	15	monitoring	monitoring	NOUN
ejpam-7150	22	16	.	.	PUNCT
ejpam-7150	23	1	hand	hand	NOUN
ejpam-7150	23	2	hygiene	hygiene	NOUN
ejpam-7150	23	3	is	be	AUX
ejpam-7150	23	4	among	among	ADP
ejpam-7150	23	5	the	the	DET
ejpam-7150	23	6	most	most	ADV
ejpam-7150	23	7	cost	cost	NOUN
ejpam-7150	23	8	-	-	PUNCT
ejpam-7150	23	9	effective	effective	ADJ
ejpam-7150	23	10	interventions	intervention	NOUN
ejpam-7150	23	11	to	to	PART
ejpam-7150	23	12	reduce	reduce	VERB
ejpam-7150	23	13	diarrheal	diarrheal	ADJ
ejpam-7150	23	14	disease	disease	NOUN
ejpam-7150	23	15	,	,	PUNCT
ejpam-7150	23	16	respiratory	respiratory	ADJ
ejpam-7150	23	17	infections	infection	NOUN
ejpam-7150	23	18	,	,	PUNCT
ejpam-7150	23	19	and	and	CCONJ
ejpam-7150	23	20	undernutrition	undernutrition	NOUN
ejpam-7150	23	21	,	,	PUNCT
ejpam-7150	23	22	major	major	ADJ
ejpam-7150	23	23	causes	cause	NOUN
ejpam-7150	23	24	of	of	ADP
ejpam-7150	23	25	child	child	NOUN
ejpam-7150	23	26	mortality	mortality	NOUN
ejpam-7150	23	27	[	[	X
ejpam-7150	23	28	12–14	12–14	NUM
ejpam-7150	23	29	]	]	X
ejpam-7150	23	30	.	.	PUNCT
ejpam-7150	24	1	in	in	ADP
ejpam-7150	24	2	sudan	sudan	PROPN
ejpam-7150	24	3	,	,	PUNCT
ejpam-7150	24	4	nearly	nearly	ADV
ejpam-7150	24	5	one	one	NUM
ejpam-7150	24	6	-	-	PUNCT
ejpam-7150	24	7	third	third	NOUN
ejpam-7150	24	8	of	of	ADP
ejpam-7150	24	9	households	household	NOUN
ejpam-7150	24	10	lack	lack	VERB
ejpam-7150	24	11	basic	basic	ADJ
ejpam-7150	24	12	handwashing	handwashing	NOUN
ejpam-7150	24	13	facilities	facility	NOUN
ejpam-7150	24	14	,	,	PUNCT
ejpam-7150	24	15	reflecting	reflect	VERB
ejpam-7150	24	16	entrenched	entrenched	ADJ
ejpam-7150	24	17	inequalities	inequality	NOUN
ejpam-7150	24	18	by	by	ADP
ejpam-7150	24	19	wealth	wealth	NOUN
ejpam-7150	24	20	,	,	PUNCT
ejpam-7150	24	21	education	education	NOUN
ejpam-7150	24	22	,	,	PUNCT
ejpam-7150	24	23	and	and	CCONJ
ejpam-7150	24	24	geography	geography	NOUN
ejpam-7150	25	1	[	[	X
ejpam-7150	25	2	15	15	NUM
ejpam-7150	25	3	]	]	PUNCT
ejpam-7150	25	4	.	.	PUNCT
ejpam-7150	26	1	sparse	sparse	ADJ
ejpam-7150	26	2	data	datum	NOUN
ejpam-7150	26	3	in	in	ADP
ejpam-7150	26	4	subnational	subnational	ADJ
ejpam-7150	26	5	survey	survey	NOUN
ejpam-7150	26	6	strata	strata	NOUN
ejpam-7150	26	7	complicates	complicate	VERB
ejpam-7150	26	8	estimation	estimation	NOUN
ejpam-7150	26	9	of	of	ADP
ejpam-7150	26	10	these	these	DET
ejpam-7150	26	11	inequalities	inequality	NOUN
ejpam-7150	26	12	,	,	PUNCT
ejpam-7150	26	13	risking	risk	VERB
ejpam-7150	26	14	misleading	mislead	VERB
ejpam-7150	26	15	evidence	evidence	NOUN
ejpam-7150	26	16	for	for	ADP
ejpam-7150	26	17	policy	policy	NOUN
ejpam-7150	26	18	.	.	PUNCT
ejpam-7150	27	1	this	this	DET
ejpam-7150	27	2	study	study	NOUN
ejpam-7150	27	3	aims	aim	VERB
ejpam-7150	27	4	to	to	PART
ejpam-7150	27	5	use	use	VERB
ejpam-7150	27	6	sudan	sudan	PROPN
ejpam-7150	27	7	mics	mic	NOUN
ejpam-7150	27	8	2014	2014	NUM
ejpam-7150	27	9	as	as	ADP
ejpam-7150	27	10	a	a	DET
ejpam-7150	27	11	case	case	NOUN
ejpam-7150	27	12	study	study	NOUN
ejpam-7150	27	13	to	to	PART
ejpam-7150	27	14	examine	examine	VERB
ejpam-7150	27	15	determinants	determinant	NOUN
ejpam-7150	27	16	of	of	ADP
ejpam-7150	27	17	household	household	NOUN
ejpam-7150	27	18	handwashing	handwashing	NOUN
ejpam-7150	27	19	availability	availability	NOUN
ejpam-7150	27	20	while	while	SCONJ
ejpam-7150	27	21	addressing	address	VERB
ejpam-7150	27	22	sparse	sparse	ADJ
ejpam-7150	27	23	-	-	PUNCT
ejpam-7150	27	24	data	data	NOUN
ejpam-7150	27	25	bias	bias	NOUN
ejpam-7150	27	26	.	.	PUNCT
ejpam-7150	28	1	by	by	ADP
ejpam-7150	28	2	comparing	compare	VERB
ejpam-7150	28	3	the	the	DET
ejpam-7150	28	4	slr	slr	NOUN
ejpam-7150	28	5	and	and	CCONJ
ejpam-7150	28	6	fplr	fplr	NOUN
ejpam-7150	28	7	models	model	NOUN
ejpam-7150	28	8	,	,	PUNCT
ejpam-7150	28	9	and	and	CCONJ
ejpam-7150	28	10	by	by	ADP
ejpam-7150	28	11	collapsing	collapse	VERB
ejpam-7150	28	12	states	state	NOUN
ejpam-7150	28	13	into	into	ADP
ejpam-7150	28	14	broader	broad	ADJ
ejpam-7150	28	15	regions	region	NOUN
ejpam-7150	28	16	,	,	PUNCT
ejpam-7150	28	17	this	this	DET
ejpam-7150	28	18	study	study	NOUN
ejpam-7150	28	19	proposes	propose	VERB
ejpam-7150	28	20	an	an	DET
ejpam-7150	28	21	analytic	analytic	ADJ
ejpam-7150	28	22	workflow	workflow	NOUN
ejpam-7150	28	23	that	that	PRON
ejpam-7150	28	24	balances	balance	NOUN
ejpam-7150	28	25	representativeness	representativeness	VERB
ejpam-7150	28	26	,	,	PUNCT
ejpam-7150	28	27	bias	bias	NOUN
ejpam-7150	28	28	reduction	reduction	NOUN
ejpam-7150	28	29	,	,	PUNCT
ejpam-7150	28	30	and	and	CCONJ
ejpam-7150	28	31	stability	stability	NOUN
ejpam-7150	28	32	.	.	PUNCT
ejpam-7150	29	1	recent	recent	ADJ
ejpam-7150	29	2	methodological	methodological	ADJ
ejpam-7150	29	3	advances	advance	NOUN
ejpam-7150	29	4	,	,	PUNCT
ejpam-7150	29	5	such	such	ADJ
ejpam-7150	29	6	as	as	ADP
ejpam-7150	29	7	those	those	PRON
ejpam-7150	29	8	by	by	ADP
ejpam-7150	29	9	[	[	X
ejpam-7150	29	10	10	10	NUM
ejpam-7150	29	11	]	]	PUNCT
ejpam-7150	29	12	,	,	PUNCT
ejpam-7150	29	13	who	who	PRON
ejpam-7150	29	14	conceptualized	conceptualize	VERB
ejpam-7150	29	15	the	the	DET
ejpam-7150	29	16	integration	integration	NOUN
ejpam-7150	29	17	of	of	ADP
ejpam-7150	29	18	penalized	penalize	VERB
ejpam-7150	29	19	estimation	estimation	NOUN
ejpam-7150	29	20	within	within	ADP
ejpam-7150	29	21	survey	survey	NOUN
ejpam-7150	29	22	frameworks	framework	NOUN
ejpam-7150	29	23	,	,	PUNCT
ejpam-7150	29	24	and	and	CCONJ
ejpam-7150	29	25	[	[	X
ejpam-7150	29	26	16	16	NUM
ejpam-7150	29	27	]	]	X
ejpam-7150	29	28	,	,	PUNCT
ejpam-7150	29	29	who	who	PRON
ejpam-7150	29	30	extended	extend	VERB
ejpam-7150	29	31	bayesian	bayesian	NOUN
ejpam-7150	29	32	hierarchical	hierarchical	ADJ
ejpam-7150	29	33	approaches	approach	NOUN
ejpam-7150	29	34	for	for	ADP
ejpam-7150	29	35	sparse	sparse	ADJ
ejpam-7150	29	36	survey	survey	NOUN
ejpam-7150	29	37	data	datum	NOUN
ejpam-7150	29	38	,	,	PUNCT
ejpam-7150	29	39	have	have	AUX
ejpam-7150	29	40	provided	provide	VERB
ejpam-7150	29	41	important	important	ADJ
ejpam-7150	29	42	theoretical	theoretical	ADJ
ejpam-7150	29	43	groundwork	groundwork	NOUN
ejpam-7150	29	44	.	.	PUNCT
ejpam-7150	30	1	building	build	VERB
ejpam-7150	30	2	on	on	ADP
ejpam-7150	30	3	these	these	DET
ejpam-7150	30	4	developments	development	NOUN
ejpam-7150	30	5	,	,	PUNCT
ejpam-7150	30	6	the	the	DET
ejpam-7150	30	7	present	present	ADJ
ejpam-7150	30	8	study	study	NOUN
ejpam-7150	30	9	diverges	diverge	VERB
ejpam-7150	30	10	by	by	ADP
ejpam-7150	30	11	operationalizing	operationalize	VERB
ejpam-7150	30	12	a	a	DET
ejpam-7150	30	13	practical	practical	ADJ
ejpam-7150	30	14	,	,	PUNCT
ejpam-7150	30	15	empirically	empirically	ADV
ejpam-7150	30	16	grounded	ground	VERB
ejpam-7150	30	17	workflow	workflow	NOUN
ejpam-7150	30	18	that	that	PRON
ejpam-7150	30	19	can	can	AUX
ejpam-7150	30	20	be	be	AUX
ejpam-7150	30	21	directly	directly	ADV
ejpam-7150	30	22	implemented	implement	VERB
ejpam-7150	30	23	with	with	ADP
ejpam-7150	30	24	standard	standard	ADJ
ejpam-7150	30	25	survey	survey	NOUN
ejpam-7150	30	26	software	software	NOUN
ejpam-7150	30	27	.	.	PUNCT
ejpam-7150	31	1	this	this	DET
ejpam-7150	31	2	workflow	workflow	NOUN
ejpam-7150	31	3	integrates	integrate	NOUN
ejpam-7150	31	4	survey	survey	NOUN
ejpam-7150	31	5	-	-	PUNCT
ejpam-7150	31	6	weighted	weight	VERB
ejpam-7150	31	7	logistic	logistic	ADJ
ejpam-7150	31	8	regression	regression	NOUN
ejpam-7150	31	9	,	,	PUNCT
ejpam-7150	31	10	firth	firth	PROPN
ejpam-7150	31	11	’s	’s	PART
ejpam-7150	31	12	penalized	penalize	VERB
ejpam-7150	31	13	regression	regression	NOUN
ejpam-7150	31	14	,	,	PUNCT
ejpam-7150	31	15	and	and	CCONJ
ejpam-7150	31	16	regional	regional	ADJ
ejpam-7150	31	17	collapsing	collapse	VERB
ejpam-7150	31	18	to	to	PART
ejpam-7150	31	19	stabilize	stabilize	VERB
ejpam-7150	31	20	estimation	estimation	NOUN
ejpam-7150	31	21	in	in	ADP
ejpam-7150	31	22	real	real	ADJ
ejpam-7150	31	23	-	-	PUNCT
ejpam-7150	31	24	world	world	NOUN
ejpam-7150	31	25	complex	complex	ADJ
ejpam-7150	31	26	survey	survey	NOUN
ejpam-7150	31	27	settings	setting	NOUN
ejpam-7150	31	28	like	like	ADP
ejpam-7150	31	29	mics	mic	NOUN
ejpam-7150	31	30	,	,	PUNCT
ejpam-7150	31	31	thereby	thereby	ADV
ejpam-7150	31	32	bridging	bridge	VERB
ejpam-7150	31	33	the	the	DET
ejpam-7150	31	34	gap	gap	NOUN
ejpam-7150	31	35	between	between	ADP
ejpam-7150	31	36	emerging	emerge	VERB
ejpam-7150	31	37	theory	theory	NOUN
ejpam-7150	31	38	and	and	CCONJ
ejpam-7150	31	39	applied	apply	VERB
ejpam-7150	31	40	implementation	implementation	NOUN
ejpam-7150	31	41	.	.	PUNCT
ejpam-7150	32	1	the	the	DET
ejpam-7150	32	2	contribution	contribution	NOUN
ejpam-7150	32	3	is	be	AUX
ejpam-7150	32	4	dual	dual	ADJ
ejpam-7150	32	5	:	:	PUNCT
ejpam-7150	32	6	providing	provide	VERB
ejpam-7150	32	7	substantive	substantive	ADJ
ejpam-7150	32	8	insights	insight	NOUN
ejpam-7150	32	9	into	into	ADP
ejpam-7150	32	10	hygiene	hygiene	NOUN
ejpam-7150	32	11	inequality	inequality	NOUN
ejpam-7150	32	12	in	in	ADP
ejpam-7150	32	13	sudan	sudan	PROPN
ejpam-7150	32	14	,	,	PUNCT
ejpam-7150	32	15	and	and	CCONJ
ejpam-7150	32	16	methodological	methodological	ADJ
ejpam-7150	32	17	guidance	guidance	NOUN
ejpam-7150	32	18	for	for	ADP
ejpam-7150	32	19	analyzing	analyze	VERB
ejpam-7150	32	20	binary	binary	ADJ
ejpam-7150	32	21	outcomes	outcome	NOUN
ejpam-7150	32	22	in	in	ADP
ejpam-7150	32	23	complex	complex	ADJ
ejpam-7150	32	24	survey	survey	NOUN
ejpam-7150	32	25	contexts	contexts	NOUN
ejpam-7150	32	26	.	.	PUNCT
ejpam-7150	33	1	z.	z.	PROPN
ejpam-7150	33	2	m.	m.	PROPN
ejpam-7150	33	3	s.	s.	PROPN
ejpam-7150	33	4	mohammed	mohammed	PROPN
ejpam-7150	33	5	et	et	PROPN
ejpam-7150	33	6	al	al	PROPN
ejpam-7150	33	7	.	.	PUNCT
ejpam-7150	33	8	/	/	SYM
ejpam-7150	33	9	eur	eur	PROPN
ejpam-7150	33	10	.	.	PUNCT
ejpam-7150	34	1	j.	j.	PROPN
ejpam-7150	34	2	pure	pure	PROPN
ejpam-7150	34	3	appl	appl	PROPN
ejpam-7150	34	4	.	.	PROPN
ejpam-7150	34	5	math	math	PROPN
ejpam-7150	34	6	,	,	PUNCT
ejpam-7150	34	7	18	18	NUM
ejpam-7150	34	8	(	(	PUNCT
ejpam-7150	34	9	4	4	NUM
ejpam-7150	34	10	)	)	PUNCT
ejpam-7150	34	11	(	(	PUNCT
ejpam-7150	34	12	2025	2025	NUM
ejpam-7150	34	13	)	)	PUNCT
ejpam-7150	34	14	,	,	PUNCT
ejpam-7150	34	15	7150	7150	NUM
ejpam-7150	34	16	3	3	NUM
ejpam-7150	34	17	of	of	ADP
ejpam-7150	34	18	15	15	NUM
ejpam-7150	34	19	2	2	NUM
ejpam-7150	34	20	.	.	PUNCT
ejpam-7150	34	21	method	method	PROPN
ejpam-7150	34	22	2.1	2.1	NUM
ejpam-7150	34	23	.	.	PUNCT
ejpam-7150	35	1	data	datum	NOUN
ejpam-7150	35	2	source	source	NOUN
ejpam-7150	35	3	and	and	CCONJ
ejpam-7150	35	4	sample	sample	VERB
ejpam-7150	35	5	the	the	DET
ejpam-7150	35	6	analysis	analysis	NOUN
ejpam-7150	35	7	used	use	VERB
ejpam-7150	35	8	data	datum	NOUN
ejpam-7150	35	9	from	from	ADP
ejpam-7150	35	10	the	the	DET
ejpam-7150	35	11	2014	2014	NUM
ejpam-7150	35	12	sudan	sudan	PROPN
ejpam-7150	35	13	mics	mics	PROPN
ejpam-7150	35	14	,	,	PUNCT
ejpam-7150	35	15	a	a	DET
ejpam-7150	35	16	nationally	nationally	ADV
ejpam-7150	35	17	representative	representative	ADJ
ejpam-7150	35	18	survey	survey	NOUN
ejpam-7150	35	19	conducted	conduct	VERB
ejpam-7150	35	20	by	by	ADP
ejpam-7150	35	21	unicef	unicef	NOUN
ejpam-7150	35	22	and	and	CCONJ
ejpam-7150	35	23	the	the	DET
ejpam-7150	35	24	central	central	ADJ
ejpam-7150	35	25	bureau	bureau	NOUN
ejpam-7150	35	26	of	of	ADP
ejpam-7150	35	27	statistics	statistic	NOUN
ejpam-7150	36	1	[	[	X
ejpam-7150	36	2	17	17	NUM
ejpam-7150	36	3	]	]	PUNCT
ejpam-7150	36	4	.	.	PUNCT
ejpam-7150	37	1	the	the	DET
ejpam-7150	37	2	survey	survey	NOUN
ejpam-7150	37	3	employed	employ	VERB
ejpam-7150	37	4	a	a	PRON
ejpam-7150	37	5	two	two	NUM
ejpam-7150	37	6	-	-	PUNCT
ejpam-7150	37	7	stage	stage	NOUN
ejpam-7150	37	8	stratified	stratified	ADJ
ejpam-7150	37	9	sampling	sample	VERB
ejpam-7150	37	10	design	design	NOUN
ejpam-7150	37	11	covering	cover	VERB
ejpam-7150	37	12	all	all	DET
ejpam-7150	37	13	18	18	NUM
ejpam-7150	37	14	states	state	NOUN
ejpam-7150	37	15	of	of	ADP
ejpam-7150	37	16	sudan	sudan	PROPN
ejpam-7150	37	17	,	,	PUNCT
ejpam-7150	37	18	with	with	ADP
ejpam-7150	37	19	stratification	stratification	NOUN
ejpam-7150	37	20	by	by	ADP
ejpam-7150	37	21	urban	urban	ADJ
ejpam-7150	37	22	and	and	CCONJ
ejpam-7150	37	23	rural	rural	ADJ
ejpam-7150	37	24	areas	area	NOUN
ejpam-7150	37	25	.	.	PUNCT
ejpam-7150	38	1	a	a	DET
ejpam-7150	38	2	total	total	NOUN
ejpam-7150	38	3	of	of	ADP
ejpam-7150	38	4	16,801	16,801	NUM
ejpam-7150	38	5	households	household	NOUN
ejpam-7150	38	6	were	be	AUX
ejpam-7150	38	7	interviewed	interview	VERB
ejpam-7150	38	8	,	,	PUNCT
ejpam-7150	38	9	and	and	CCONJ
ejpam-7150	38	10	after	after	ADP
ejpam-7150	38	11	excluding	exclude	VERB
ejpam-7150	38	12	cases	case	NOUN
ejpam-7150	38	13	with	with	ADP
ejpam-7150	38	14	missing	miss	VERB
ejpam-7150	38	15	data	datum	NOUN
ejpam-7150	38	16	on	on	ADP
ejpam-7150	38	17	handwashing	handwashing	NOUN
ejpam-7150	38	18	facilities	facility	NOUN
ejpam-7150	38	19	or	or	CCONJ
ejpam-7150	38	20	key	key	ADJ
ejpam-7150	38	21	covariates	covariate	NOUN
ejpam-7150	38	22	,	,	PUNCT
ejpam-7150	38	23	the	the	DET
ejpam-7150	38	24	final	final	ADJ
ejpam-7150	38	25	analytic	analytic	ADJ
ejpam-7150	38	26	sample	sample	NOUN
ejpam-7150	38	27	comprised	comprise	VERB
ejpam-7150	38	28	16,679	16,679	NUM
ejpam-7150	38	29	households	household	NOUN
ejpam-7150	38	30	.	.	PUNCT
ejpam-7150	39	1	the	the	DET
ejpam-7150	39	2	outcome	outcome	NOUN
ejpam-7150	39	3	of	of	ADP
ejpam-7150	39	4	interest	interest	NOUN
ejpam-7150	39	5	was	be	AUX
ejpam-7150	39	6	the	the	DET
ejpam-7150	39	7	availability	availability	NOUN
ejpam-7150	39	8	of	of	ADP
ejpam-7150	39	9	a	a	DET
ejpam-7150	39	10	designated	designate	VERB
ejpam-7150	39	11	handwashing	handwashing	NOUN
ejpam-7150	39	12	facility	facility	NOUN
ejpam-7150	39	13	with	with	ADP
ejpam-7150	39	14	water	water	NOUN
ejpam-7150	39	15	and	and	CCONJ
ejpam-7150	39	16	soap	soap	NOUN
ejpam-7150	39	17	,	,	PUNCT
ejpam-7150	39	18	recorded	record	VERB
ejpam-7150	39	19	through	through	ADP
ejpam-7150	39	20	direct	direct	ADJ
ejpam-7150	39	21	observation	observation	NOUN
ejpam-7150	39	22	by	by	ADP
ejpam-7150	39	23	interviewers	interviewer	NOUN
ejpam-7150	39	24	.	.	PUNCT
ejpam-7150	40	1	independent	independent	ADJ
ejpam-7150	40	2	variables	variable	NOUN
ejpam-7150	40	3	included	include	VERB
ejpam-7150	40	4	sex	sex	NOUN
ejpam-7150	40	5	and	and	CCONJ
ejpam-7150	40	6	education	education	NOUN
ejpam-7150	40	7	of	of	ADP
ejpam-7150	40	8	the	the	DET
ejpam-7150	40	9	household	household	NOUN
ejpam-7150	40	10	head	head	NOUN
ejpam-7150	40	11	,	,	PUNCT
ejpam-7150	40	12	household	household	NOUN
ejpam-7150	40	13	wealth	wealth	NOUN
ejpam-7150	40	14	quintile	quintile	NOUN
ejpam-7150	40	15	,	,	PUNCT
ejpam-7150	40	16	household	household	NOUN
ejpam-7150	40	17	size	size	NOUN
ejpam-7150	40	18	,	,	PUNCT
ejpam-7150	40	19	area	area	NOUN
ejpam-7150	40	20	of	of	ADP
ejpam-7150	40	21	residence	residence	NOUN
ejpam-7150	40	22	(	(	PUNCT
ejpam-7150	40	23	urban	urban	ADJ
ejpam-7150	40	24	/	/	SYM
ejpam-7150	40	25	rural	rural	NOUN
ejpam-7150	40	26	)	)	PUNCT
ejpam-7150	40	27	,	,	PUNCT
ejpam-7150	40	28	and	and	CCONJ
ejpam-7150	40	29	state	state	NOUN
ejpam-7150	40	30	of	of	ADP
ejpam-7150	40	31	residence	residence	NOUN
ejpam-7150	40	32	,	,	PUNCT
ejpam-7150	40	33	selected	select	VERB
ejpam-7150	40	34	based	base	VERB
ejpam-7150	40	35	on	on	ADP
ejpam-7150	40	36	theoretical	theoretical	ADJ
ejpam-7150	40	37	and	and	CCONJ
ejpam-7150	40	38	empirical	empirical	ADJ
ejpam-7150	40	39	relevance	relevance	NOUN
ejpam-7150	40	40	to	to	ADP
ejpam-7150	40	41	household	household	NOUN
ejpam-7150	40	42	sanitation	sanitation	NOUN
ejpam-7150	40	43	and	and	CCONJ
ejpam-7150	40	44	hygiene	hygiene	NOUN
ejpam-7150	40	45	[	[	X
ejpam-7150	40	46	18	18	NUM
ejpam-7150	40	47	]	]	PUNCT
ejpam-7150	40	48	.	.	PUNCT
ejpam-7150	41	1	the	the	DET
ejpam-7150	41	2	mics	mic	NOUN
ejpam-7150	41	3	dataset	dataset	NOUN
ejpam-7150	41	4	was	be	AUX
ejpam-7150	41	5	selected	select	VERB
ejpam-7150	41	6	for	for	ADP
ejpam-7150	41	7	its	its	PRON
ejpam-7150	41	8	dual	dual	ADJ
ejpam-7150	41	9	value	value	NOUN
ejpam-7150	41	10	:	:	PUNCT
ejpam-7150	41	11	its	its	PRON
ejpam-7150	41	12	public	public	ADJ
ejpam-7150	41	13	health	health	NOUN
ejpam-7150	41	14	importance	importance	NOUN
ejpam-7150	41	15	in	in	ADP
ejpam-7150	41	16	monitoring	monitor	VERB
ejpam-7150	41	17	hand	hand	NOUN
ejpam-7150	41	18	hygiene	hygiene	NOUN
ejpam-7150	41	19	,	,	PUNCT
ejpam-7150	41	20	and	and	CCONJ
ejpam-7150	41	21	its	its	PRON
ejpam-7150	41	22	methodological	methodological	ADJ
ejpam-7150	41	23	relevance	relevance	NOUN
ejpam-7150	41	24	due	due	ADP
ejpam-7150	41	25	to	to	ADP
ejpam-7150	41	26	complex	complex	ADJ
ejpam-7150	41	27	design	design	NOUN
ejpam-7150	41	28	and	and	CCONJ
ejpam-7150	41	29	sparse	sparse	ADJ
ejpam-7150	41	30	subnational	subnational	ADJ
ejpam-7150	41	31	data	datum	NOUN
ejpam-7150	41	32	that	that	PRON
ejpam-7150	41	33	challenge	challenge	VERB
ejpam-7150	41	34	regression	regression	NOUN
ejpam-7150	41	35	modeling	modeling	NOUN
ejpam-7150	41	36	.	.	PUNCT
ejpam-7150	42	1	2.2	2.2	NUM
ejpam-7150	42	2	.	.	PUNCT
ejpam-7150	43	1	statistical	statistical	ADJ
ejpam-7150	43	2	analysis	analysis	NOUN
ejpam-7150	43	3	2.2.1	2.2.1	NUM
ejpam-7150	43	4	.	.	PUNCT
ejpam-7150	44	1	survey	survey	NOUN
ejpam-7150	44	2	-	-	PUNCT
ejpam-7150	44	3	weighted	weight	VERB
ejpam-7150	44	4	logistic	logistic	ADJ
ejpam-7150	44	5	regression	regression	NOUN
ejpam-7150	44	6	(	(	PUNCT
ejpam-7150	44	7	slr	slr	NOUN
ejpam-7150	44	8	)	)	PUNCT
ejpam-7150	44	9	.	.	PUNCT
ejpam-7150	45	1	let	let	VERB
ejpam-7150	45	2	yi	yi	PRON
ejpam-7150	45	3	∈	∈	PROPN
ejpam-7150	45	4	{	{	PUNCT
ejpam-7150	45	5	0	0	NUM
ejpam-7150	45	6	,	,	PUNCT
ejpam-7150	45	7	1	1	NUM
ejpam-7150	45	8	}	}	PUNCT
ejpam-7150	45	9	indicate	indicate	VERB
ejpam-7150	45	10	handwashing	handwashing	NOUN
ejpam-7150	45	11	availability	availability	NOUN
ejpam-7150	45	12	for	for	ADP
ejpam-7150	45	13	household	household	NOUN
ejpam-7150	45	14	i	i	PRON
ejpam-7150	45	15	,	,	PUNCT
ejpam-7150	45	16	xi	xi	AUX
ejpam-7150	45	17	be	be	AUX
ejpam-7150	45	18	its	its	PRON
ejpam-7150	45	19	a	a	DET
ejpam-7150	45	20	vector	vector	NOUN
ejpam-7150	45	21	of	of	ADP
ejpam-7150	45	22	indicator	indicator	NOUN
ejpam-7150	45	23	/	/	SYM
ejpam-7150	45	24	coded	code	VERB
ejpam-7150	45	25	covariates	covariate	NOUN
ejpam-7150	45	26	constructed	construct	VERB
ejpam-7150	45	27	from	from	ADP
ejpam-7150	45	28	the	the	DET
ejpam-7150	45	29	study	study	NOUN
ejpam-7150	45	30	predictors	predictor	NOUN
ejpam-7150	45	31	(	(	PUNCT
ejpam-7150	45	32	e.g.	e.g.	ADV
ejpam-7150	45	33	education	education	NOUN
ejpam-7150	45	34	,	,	PUNCT
ejpam-7150	45	35	wealth	wealth	NOUN
ejpam-7150	45	36	,	,	PUNCT
ejpam-7150	45	37	residence	residence	NOUN
ejpam-7150	45	38	,	,	PUNCT
ejpam-7150	45	39	household	household	NOUN
ejpam-7150	45	40	size	size	NOUN
ejpam-7150	45	41	,	,	PUNCT
ejpam-7150	45	42	state	state	NOUN
ejpam-7150	45	43	,	,	PUNCT
ejpam-7150	45	44	sex	sex	NOUN
ejpam-7150	45	45	of	of	ADP
ejpam-7150	45	46	head	head	NOUN
ejpam-7150	45	47	)	)	PUNCT
ejpam-7150	45	48	,	,	PUNCT
ejpam-7150	45	49	and	and	CCONJ
ejpam-7150	45	50	wi	wi	PROPN
ejpam-7150	45	51	is	be	AUX
ejpam-7150	45	52	the	the	DET
ejpam-7150	45	53	survey	survey	NOUN
ejpam-7150	45	54	weight	weight	NOUN
ejpam-7150	45	55	.	.	PUNCT
ejpam-7150	46	1	define	define	VERB
ejpam-7150	46	2	pi	pi	NOUN
ejpam-7150	46	3	=	=	SYM
ejpam-7150	46	4	p	p	X
ejpam-7150	46	5	(	(	PUNCT
ejpam-7150	46	6	yi	yi	NOUN
ejpam-7150	46	7	=	=	SYM
ejpam-7150	46	8	1	1	NUM
ejpam-7150	46	9	|	|	ADV
ejpam-7150	46	10	xi	xi	NOUN
ejpam-7150	46	11	)	)	PUNCT
ejpam-7150	46	12	,	,	PUNCT
ejpam-7150	46	13	logit(pi	logit(pi	NOUN
ejpam-7150	46	14	)	)	PUNCT
ejpam-7150	46	15	=	=	PUNCT
ejpam-7150	46	16	ηi	ηi	NOUN
ejpam-7150	47	1	=	=	PUNCT
ejpam-7150	47	2	x⊤	x⊤	PROPN
ejpam-7150	47	3	i	i	PRON
ejpam-7150	47	4	β	β	X
ejpam-7150	47	5	.	.	PUNCT
ejpam-7150	48	1	(	(	PUNCT
ejpam-7150	48	2	1	1	X
ejpam-7150	48	3	)	)	PUNCT
ejpam-7150	48	4	the	the	DET
ejpam-7150	48	5	slr	slr	NOUN
ejpam-7150	48	6	estimator	estimator	NOUN
ejpam-7150	48	7	β̂	β̂	ADP
ejpam-7150	48	8	maximizes	maximize	VERB
ejpam-7150	48	9	the	the	DET
ejpam-7150	48	10	weighted	weighted	ADJ
ejpam-7150	48	11	(	(	PUNCT
ejpam-7150	48	12	pseudo	pseudo	NOUN
ejpam-7150	48	13	)	)	PUNCT
ejpam-7150	48	14	log	log	NOUN
ejpam-7150	48	15	-	-	PUNCT
ejpam-7150	48	16	likelihood	likelihood	NOUN
ejpam-7150	48	17	ιw(β	ιw(β	PUNCT
ejpam-7150	48	18	)	)	PUNCT
ejpam-7150	49	1	=	=	PUNCT
ejpam-7150	50	1	∑	∑	PUNCT
ejpam-7150	50	2	i	i	PRON
ejpam-7150	50	3	wi{yi	wi{yi	PUNCT
ejpam-7150	50	4	log	log	AUX
ejpam-7150	50	5	pi	pi	NOUN
ejpam-7150	50	6	+	+	CCONJ
ejpam-7150	50	7	(	(	PUNCT
ejpam-7150	50	8	1−	1−	NUM
ejpam-7150	50	9	yi	yi	NOUN
ejpam-7150	50	10	)	)	PUNCT
ejpam-7150	50	11	log(1−	log(1−	PROPN
ejpam-7150	50	12	pi	pi	NOUN
ejpam-7150	50	13	)	)	PUNCT
ejpam-7150	50	14	}	}	PUNCT
ejpam-7150	50	15	,	,	PUNCT
ejpam-7150	50	16	(	(	PUNCT
ejpam-7150	50	17	2	2	X
ejpam-7150	50	18	)	)	PUNCT
ejpam-7150	51	1	equivalently	equivalently	ADV
ejpam-7150	51	2	solving	solve	VERB
ejpam-7150	51	3	the	the	DET
ejpam-7150	51	4	weighted	weight	VERB
ejpam-7150	51	5	score	score	NOUN
ejpam-7150	51	6	equations	equation	NOUN
ejpam-7150	51	7	uw	uw	PROPN
ejpam-7150	51	8	(	(	PUNCT
ejpam-7150	51	9	β	β	X
ejpam-7150	51	10	)	)	PUNCT
ejpam-7150	51	11	=	=	PUNCT
ejpam-7150	52	1	∑	∑	PUNCT
ejpam-7150	52	2	i	i	PRON
ejpam-7150	52	3	wixi(yi	wixi(yi	ADV
ejpam-7150	52	4	−	−	PROPN
ejpam-7150	52	5	pi	pi	NOUN
ejpam-7150	52	6	)	)	PUNCT
ejpam-7150	52	7	=	=	SYM
ejpam-7150	52	8	0	0	NUM
ejpam-7150	52	9	,	,	PUNCT
ejpam-7150	52	10	(	(	PUNCT
ejpam-7150	52	11	3	3	X
ejpam-7150	52	12	)	)	PUNCT
ejpam-7150	52	13	with	with	ADP
ejpam-7150	52	14	expected	expect	VERB
ejpam-7150	52	15	information	information	NOUN
ejpam-7150	52	16	aw	aw	INTJ
ejpam-7150	52	17	(	(	PUNCT
ejpam-7150	52	18	β	β	NOUN
ejpam-7150	52	19	)	)	PUNCT
ejpam-7150	52	20	=	=	PUNCT
ejpam-7150	53	1	∑	∑	PUNCT
ejpam-7150	53	2	i	i	PRON
ejpam-7150	53	3	wixix	wixix	VERB
ejpam-7150	53	4	⊤	⊤	NOUN
ejpam-7150	53	5	i	i	PRON
ejpam-7150	53	6	pi(1−	pi(1−	VERB
ejpam-7150	53	7	pi	pi	NOUN
ejpam-7150	53	8	)	)	PUNCT
ejpam-7150	53	9	.	.	PUNCT
ejpam-7150	54	1	(	(	PUNCT
ejpam-7150	54	2	4	4	X
ejpam-7150	54	3	)	)	PUNCT
ejpam-7150	54	4	under	under	ADP
ejpam-7150	54	5	stratification	stratification	NOUN
ejpam-7150	54	6	and	and	CCONJ
ejpam-7150	54	7	clustering	clustering	NOUN
ejpam-7150	54	8	,	,	PUNCT
ejpam-7150	54	9	uncertainty	uncertainty	NOUN
ejpam-7150	54	10	is	be	AUX
ejpam-7150	54	11	obtained	obtain	VERB
ejpam-7150	54	12	via	via	ADP
ejpam-7150	54	13	the	the	DET
ejpam-7150	54	14	design	design	NOUN
ejpam-7150	54	15	-	-	PUNCT
ejpam-7150	54	16	based	base	VERB
ejpam-7150	54	17	sandwich	sandwich	NOUN
ejpam-7150	54	18	variance	variance	NOUN
ejpam-7150	54	19	v̂ar(β̂	v̂ar(β̂	PROPN
ejpam-7150	54	20	)	)	PUNCT
ejpam-7150	55	1	=	=	SYM
ejpam-7150	55	2	a−1	a−1	PROPN
ejpam-7150	55	3	w	w	PROPN
ejpam-7150	55	4	βw	βw	ADP
ejpam-7150	55	5	a−1	a−1	PROPN
ejpam-7150	55	6	w	w	PROPN
ejpam-7150	55	7	,	,	PUNCT
ejpam-7150	55	8	(	(	PUNCT
ejpam-7150	55	9	5	5	X
ejpam-7150	55	10	)	)	PUNCT
ejpam-7150	55	11	z.	z.	PROPN
ejpam-7150	55	12	m.	m.	PROPN
ejpam-7150	55	13	s.	s.	PROPN
ejpam-7150	55	14	mohammed	mohammed	PROPN
ejpam-7150	55	15	et	et	PROPN
ejpam-7150	55	16	al	al	PROPN
ejpam-7150	55	17	.	.	PUNCT
ejpam-7150	55	18	/	/	SYM
ejpam-7150	55	19	eur	eur	PROPN
ejpam-7150	55	20	.	.	PUNCT
ejpam-7150	56	1	j.	j.	PROPN
ejpam-7150	56	2	pure	pure	PROPN
ejpam-7150	56	3	appl	appl	PROPN
ejpam-7150	56	4	.	.	PROPN
ejpam-7150	56	5	math	math	PROPN
ejpam-7150	56	6	,	,	PUNCT
ejpam-7150	56	7	18	18	NUM
ejpam-7150	56	8	(	(	PUNCT
ejpam-7150	56	9	4	4	NUM
ejpam-7150	56	10	)	)	PUNCT
ejpam-7150	56	11	(	(	PUNCT
ejpam-7150	56	12	2025	2025	NUM
ejpam-7150	56	13	)	)	PUNCT
ejpam-7150	56	14	,	,	PUNCT
ejpam-7150	56	15	7150	7150	NUM
ejpam-7150	56	16	4	4	NUM
ejpam-7150	56	17	of	of	ADP
ejpam-7150	56	18	15	15	NUM
ejpam-7150	56	19	where	where	SCONJ
ejpam-7150	56	20	βw	βw	ADP
ejpam-7150	56	21	aggregates	aggregate	VERB
ejpam-7150	56	22	cluster	cluster	NOUN
ejpam-7150	56	23	-	-	PUNCT
ejpam-7150	56	24	level	level	NOUN
ejpam-7150	56	25	score	score	NOUN
ejpam-7150	56	26	residuals	residual	NOUN
ejpam-7150	56	27	within	within	ADP
ejpam-7150	56	28	strata	strata	NOUN
ejpam-7150	56	29	.	.	PUNCT
ejpam-7150	57	1	ors	or	NOUN
ejpam-7150	57	2	for	for	ADP
ejpam-7150	57	3	any	any	DET
ejpam-7150	57	4	contrast	contrast	NOUN
ejpam-7150	57	5	c	c	NOUN
ejpam-7150	57	6	are	be	AUX
ejpam-7150	57	7	exp{c⊤(β̂	exp{c⊤(β̂	NOUN
ejpam-7150	57	8	)	)	PUNCT
ejpam-7150	57	9	}	}	PUNCT
ejpam-7150	57	10	with	with	ADP
ejpam-7150	57	11	wald	wald	ADJ
ejpam-7150	57	12	cis	cis	NOUN
ejpam-7150	57	13	:	:	PUNCT
ejpam-7150	57	14	exp{c⊤(β̂)∓z1−α/2	exp{c⊤(β̂)∓z1−α/2	NOUN
ejpam-7150	57	15	√	√	ADP
ejpam-7150	57	16	c⊤v̂ar(β̂)c	c⊤v̂ar(β̂)c	ADJ
ejpam-7150	57	17	}	}	PUNCT
ejpam-7150	57	18	.	.	PUNCT
ejpam-7150	58	1	when	when	SCONJ
ejpam-7150	58	2	some	some	DET
ejpam-7150	58	3	design	design	NOUN
ejpam-7150	58	4	cells	cell	NOUN
ejpam-7150	58	5	are	be	AUX
ejpam-7150	58	6	small	small	ADJ
ejpam-7150	58	7	,	,	PUNCT
ejpam-7150	58	8	pi(1−	pi(1−	ADJ
ejpam-7150	58	9	pi	pi	NOUN
ejpam-7150	58	10	)	)	PUNCT
ejpam-7150	58	11	can	can	AUX
ejpam-7150	58	12	be	be	AUX
ejpam-7150	58	13	near	near	ADP
ejpam-7150	58	14	zero	zero	NUM
ejpam-7150	58	15	and	and	CCONJ
ejpam-7150	58	16	aw	aw	INTJ
ejpam-7150	58	17	becomes	become	VERB
ejpam-7150	58	18	ill	ill	ADV
ejpam-7150	58	19	-	-	PUNCT
ejpam-7150	58	20	conditioned	condition	VERB
ejpam-7150	58	21	,	,	PUNCT
ejpam-7150	58	22	yielding	yield	VERB
ejpam-7150	58	23	inflated	inflated	ADJ
ejpam-7150	58	24	ors	or	NOUN
ejpam-7150	58	25	,	,	PUNCT
ejpam-7150	58	26	very	very	ADV
ejpam-7150	58	27	wide	wide	ADJ
ejpam-7150	58	28	(	(	PUNCT
ejpam-7150	58	29	even	even	ADV
ejpam-7150	58	30	infinite	infinite	ADJ
ejpam-7150	58	31	)	)	PUNCT
ejpam-7150	58	32	cis	cis	NOUN
ejpam-7150	58	33	,	,	PUNCT
ejpam-7150	58	34	and	and	CCONJ
ejpam-7150	58	35	occasional	occasional	ADJ
ejpam-7150	58	36	non	non	ADJ
ejpam-7150	58	37	-	-	ADJ
ejpam-7150	58	38	convergence	convergence	ADJ
ejpam-7150	58	39	(	(	PUNCT
ejpam-7150	58	40	quasi	quasi	ADJ
ejpam-7150	58	41	/	/	SYM
ejpam-7150	58	42	complete	complete	ADJ
ejpam-7150	58	43	separation	separation	NOUN
ejpam-7150	58	44	)	)	PUNCT
ejpam-7150	58	45	.	.	PUNCT
ejpam-7150	59	1	2.2.2	2.2.2	X
ejpam-7150	59	2	.	.	PUNCT
ejpam-7150	60	1	firth	firth	PROPN
ejpam-7150	60	2	’s	’s	PART
ejpam-7150	60	3	penalized	penalize	VERB
ejpam-7150	60	4	logistic	logistic	ADJ
ejpam-7150	60	5	regression	regression	NOUN
ejpam-7150	60	6	(	(	PUNCT
ejpam-7150	60	7	fplr	fplr	NOUN
ejpam-7150	60	8	)	)	PUNCT
ejpam-7150	60	9	.	.	PUNCT
ejpam-7150	61	1	let	let	AUX
ejpam-7150	61	2	ι(β	ι(β	X
ejpam-7150	61	3	)	)	PUNCT
ejpam-7150	61	4	be	be	VERB
ejpam-7150	61	5	the	the	DET
ejpam-7150	61	6	standard	standard	ADJ
ejpam-7150	61	7	(	(	PUNCT
ejpam-7150	61	8	unweighted	unweighted	ADJ
ejpam-7150	61	9	)	)	PUNCT
ejpam-7150	61	10	log	log	NOUN
ejpam-7150	61	11	-	-	PUNCT
ejpam-7150	61	12	likelihood	likelihood	NOUN
ejpam-7150	61	13	.	.	PUNCT
ejpam-7150	62	1	firth	firth	PROPN
ejpam-7150	62	2	’s	’s	PROPN
ejpam-7150	62	3	estimator	estimator	NOUN
ejpam-7150	62	4	β̂f	β̂f	PROPN
ejpam-7150	62	5	maximizes	maximize	VERB
ejpam-7150	62	6	the	the	DET
ejpam-7150	62	7	penalized	penalize	VERB
ejpam-7150	62	8	log	log	NOUN
ejpam-7150	62	9	-	-	PUNCT
ejpam-7150	62	10	likelihood	likelihood	NOUN
ejpam-7150	62	11	ι∗(β	ι∗(β	PROPN
ejpam-7150	62	12	)	)	PUNCT
ejpam-7150	62	13	=	=	PUNCT
ejpam-7150	62	14	ι(β	ι(β	X
ejpam-7150	62	15	)	)	PUNCT
ejpam-7150	63	1	+	+	CCONJ
ejpam-7150	63	2	0.5	0.5	NUM
ejpam-7150	63	3	log	log	NOUN
ejpam-7150	63	4	|i(β)|	|i(β)|	VERB
ejpam-7150	63	5	,	,	PUNCT
ejpam-7150	63	6	(	(	PUNCT
ejpam-7150	63	7	6	6	NUM
ejpam-7150	63	8	)	)	PUNCT
ejpam-7150	63	9	where	where	SCONJ
ejpam-7150	63	10	the	the	DET
ejpam-7150	63	11	usual	usual	ADJ
ejpam-7150	63	12	(	(	PUNCT
ejpam-7150	63	13	unweighted	unweighted	ADJ
ejpam-7150	63	14	)	)	PUNCT
ejpam-7150	63	15	log	log	NOUN
ejpam-7150	63	16	-	-	PUNCT
ejpam-7150	63	17	likelihood	likelihood	NOUN
ejpam-7150	63	18	ι(β	ι(β	NOUN
ejpam-7150	63	19	)	)	PUNCT
ejpam-7150	63	20	=	=	PUNCT
ejpam-7150	64	1	∑	∑	PUNCT
ejpam-7150	64	2	i	i	PRON
ejpam-7150	64	3	{	{	PUNCT
ejpam-7150	64	4	yi	yi	PROPN
ejpam-7150	64	5	log	log	VERB
ejpam-7150	64	6	pi	pi	NOUN
ejpam-7150	64	7	+	+	CCONJ
ejpam-7150	64	8	(	(	PUNCT
ejpam-7150	64	9	1−	1−	NUM
ejpam-7150	64	10	yi	yi	NOUN
ejpam-7150	64	11	)	)	PUNCT
ejpam-7150	64	12	log(1−	log(1−	PROPN
ejpam-7150	64	13	pi	pi	NOUN
ejpam-7150	64	14	)	)	PUNCT
ejpam-7150	64	15	}	}	PUNCT
ejpam-7150	64	16	,	,	PUNCT
ejpam-7150	64	17	(	(	PUNCT
ejpam-7150	64	18	7	7	X
ejpam-7150	64	19	)	)	PUNCT
ejpam-7150	64	20	and	and	CCONJ
ejpam-7150	64	21	the	the	DET
ejpam-7150	64	22	expected	expect	VERB
ejpam-7150	64	23	fisher	fisher	PROPN
ejpam-7150	64	24	information	information	NOUN
ejpam-7150	64	25	is	be	AUX
ejpam-7150	64	26	i(β	i(β	NOUN
ejpam-7150	64	27	)	)	PUNCT
ejpam-7150	65	1	=	=	PUNCT
ejpam-7150	66	1	∑	∑	PUNCT
ejpam-7150	67	1	i	i	PRON
ejpam-7150	67	2	xix	xix	NOUN
ejpam-7150	67	3	⊤	⊤	NOUN
ejpam-7150	67	4	i	i	PRON
ejpam-7150	67	5	pi(1−	pi(1−	VERB
ejpam-7150	67	6	pi	pi	NOUN
ejpam-7150	67	7	)	)	PUNCT
ejpam-7150	67	8	.	.	PUNCT
ejpam-7150	68	1	(	(	PUNCT
ejpam-7150	68	2	8)	8)	NUM
ejpam-7150	68	3	equivalently	equivalently	ADV
ejpam-7150	68	4	,	,	PUNCT
ejpam-7150	68	5	β̂f	β̂f	PROPN
ejpam-7150	68	6	solves	solve	VERB
ejpam-7150	68	7	the	the	DET
ejpam-7150	68	8	penalized	penalize	VERB
ejpam-7150	68	9	score	score	NOUN
ejpam-7150	68	10	equations	equation	NOUN
ejpam-7150	68	11	u∗(β	u∗(β	PROPN
ejpam-7150	68	12	)	)	PUNCT
ejpam-7150	69	1	=	=	SYM
ejpam-7150	69	2	dι∗(β	dι∗(β	ADJ
ejpam-7150	69	3	)	)	PUNCT
ejpam-7150	70	1	dβ	dβ	NOUN
ejpam-7150	70	2	=	=	PUNCT
ejpam-7150	70	3	∑	∑	PUNCT
ejpam-7150	70	4	i	i	PRON
ejpam-7150	70	5	xi(yi	xi(yi	AUX
ejpam-7150	70	6	−	−	PROPN
ejpam-7150	71	1	pi	pi	NOUN
ejpam-7150	71	2	)	)	PUNCT
ejpam-7150	72	1	+	+	CCONJ
ejpam-7150	72	2	0.5	0.5	NUM
ejpam-7150	72	3	d	d	NOUN
ejpam-7150	72	4	dβ	dβ	ADJ
ejpam-7150	72	5	log	log	NOUN
ejpam-7150	72	6	|i(β)|	|i(β)|	PROPN
ejpam-7150	72	7	=	=	NOUN
ejpam-7150	72	8	0	0	NUM
ejpam-7150	72	9	,	,	PUNCT
ejpam-7150	72	10	(	(	PUNCT
ejpam-7150	72	11	9	9	X
ejpam-7150	72	12	)	)	PUNCT
ejpam-7150	72	13	which	which	PRON
ejpam-7150	72	14	are	be	AUX
ejpam-7150	72	15	implemented	implement	VERB
ejpam-7150	72	16	via	via	ADP
ejpam-7150	72	17	modified	modify	VERB
ejpam-7150	72	18	iteratively	iteratively	ADV
ejpam-7150	72	19	reweighted	reweighte	VERB
ejpam-7150	72	20	least	least	ADJ
ejpam-7150	72	21	squares	square	NOUN
ejpam-7150	72	22	(	(	PUNCT
ejpam-7150	72	23	irls	irl	NOUN
ejpam-7150	72	24	)	)	PUNCT
ejpam-7150	72	25	and	and	CCONJ
ejpam-7150	72	26	yield	yield	VERB
ejpam-7150	72	27	finite	finite	NOUN
ejpam-7150	72	28	,	,	PUNCT
ejpam-7150	72	29	bias	bias	NOUN
ejpam-7150	72	30	-	-	PUNCT
ejpam-7150	72	31	reduced	reduce	VERB
ejpam-7150	72	32	estimates	estimate	NOUN
ejpam-7150	72	33	under	under	ADP
ejpam-7150	72	34	separation	separation	NOUN
ejpam-7150	72	35	and	and	CCONJ
ejpam-7150	72	36	sparse	sparse	ADJ
ejpam-7150	72	37	cells	cell	NOUN
ejpam-7150	72	38	.	.	PUNCT
ejpam-7150	73	1	the	the	DET
ejpam-7150	73	2	penalization	penalization	NOUN
ejpam-7150	73	3	is	be	AUX
ejpam-7150	73	4	based	base	VERB
ejpam-7150	73	5	on	on	ADP
ejpam-7150	73	6	the	the	DET
ejpam-7150	73	7	jeffreys	jeffreys	PROPN
ejpam-7150	73	8	prior	prior	ADV
ejpam-7150	73	9	.	.	PUNCT
ejpam-7150	74	1	inference	inference	NOUN
ejpam-7150	74	2	is	be	AUX
ejpam-7150	74	3	obtained	obtain	VERB
ejpam-7150	74	4	from	from	ADP
ejpam-7150	74	5	penalized	penalize	VERB
ejpam-7150	74	6	profile	profile	NOUN
ejpam-7150	74	7	likelihood	likelihood	NOUN
ejpam-7150	74	8	intervals	interval	NOUN
ejpam-7150	74	9	for	for	ADP
ejpam-7150	74	10	linear	linear	PROPN
ejpam-7150	74	11	contrasts	contrast	NOUN
ejpam-7150	74	12	c⊤(β̂	c⊤(β̂	PROPN
ejpam-7150	74	13	)	)	PUNCT
ejpam-7150	74	14	;	;	PUNCT
ejpam-7150	74	15	ors	or	NOUN
ejpam-7150	74	16	are	be	AUX
ejpam-7150	74	17	:	:	PUNCT
ejpam-7150	74	18	exp{c⊤(β̂f	exp{c⊤(β̂f	NOUN
ejpam-7150	74	19	)	)	PUNCT
ejpam-7150	74	20	}	}	PUNCT
ejpam-7150	74	21	(	(	PUNCT
ejpam-7150	74	22	wald	wald	NOUN
ejpam-7150	74	23	intervals	interval	NOUN
ejpam-7150	74	24	may	may	AUX
ejpam-7150	74	25	also	also	ADV
ejpam-7150	74	26	be	be	AUX
ejpam-7150	74	27	formed	form	VERB
ejpam-7150	74	28	using	use	VERB
ejpam-7150	74	29	the	the	DET
ejpam-7150	74	30	observed	observe	VERB
ejpam-7150	74	31	penalized	penalize	VERB
ejpam-7150	74	32	information	information	NOUN
ejpam-7150	74	33	at	at	ADP
ejpam-7150	74	34	β̂f	β̂f	PROPN
ejpam-7150	74	35	)	)	PUNCT
ejpam-7150	74	36	.	.	PUNCT
ejpam-7150	75	1	note	note	VERB
ejpam-7150	75	2	that	that	SCONJ
ejpam-7150	75	3	standard	standard	PROPN
ejpam-7150	75	4	firth	firth	PROPN
ejpam-7150	75	5	’s	’s	PART
ejpam-7150	75	6	implementations	implementation	NOUN
ejpam-7150	75	7	are	be	AUX
ejpam-7150	75	8	unweighted	unweighte	VERB
ejpam-7150	75	9	;	;	PUNCT
ejpam-7150	75	10	thus	thus	ADV
ejpam-7150	75	11	,	,	PUNCT
ejpam-7150	75	12	while	while	SCONJ
ejpam-7150	75	13	fplr	fplr	NOUN
ejpam-7150	75	14	stabilizes	stabilize	VERB
ejpam-7150	75	15	estimates	estimate	NOUN
ejpam-7150	75	16	under	under	ADP
ejpam-7150	75	17	sparsity	sparsity	NOUN
ejpam-7150	75	18	,	,	PUNCT
ejpam-7150	75	19	it	it	PRON
ejpam-7150	75	20	does	do	AUX
ejpam-7150	75	21	not	not	PART
ejpam-7150	75	22	fully	fully	ADV
ejpam-7150	75	23	integrate	integrate	VERB
ejpam-7150	75	24	survey	survey	NOUN
ejpam-7150	75	25	weights	weight	NOUN
ejpam-7150	75	26	,	,	PUNCT
ejpam-7150	75	27	clustering	clustering	NOUN
ejpam-7150	75	28	,	,	PUNCT
ejpam-7150	75	29	or	or	CCONJ
ejpam-7150	75	30	stratification	stratification	NOUN
ejpam-7150	75	31	.	.	PUNCT
ejpam-7150	76	1	2.2.3	2.2.3	X
ejpam-7150	76	2	.	.	X
ejpam-7150	76	3	collapsing	collapse	VERB
ejpam-7150	76	4	and	and	CCONJ
ejpam-7150	76	5	regrouping	regrouping	ADJ
ejpam-7150	76	6	(	(	PUNCT
ejpam-7150	76	7	post	post	ADJ
ejpam-7150	76	8	-	-	ADJ
ejpam-7150	76	9	slr	slr	ADJ
ejpam-7150	76	10	and	and	CCONJ
ejpam-7150	76	11	firth	firth	PROPN
ejpam-7150	76	12	)	)	PUNCT
ejpam-7150	76	13	.	.	PUNCT
ejpam-7150	77	1	now	now	ADV
ejpam-7150	77	2	,	,	PUNCT
ejpam-7150	77	3	to	to	PART
ejpam-7150	77	4	reduce	reduce	VERB
ejpam-7150	77	5	sparsity	sparsity	NOUN
ejpam-7150	77	6	,	,	PUNCT
ejpam-7150	77	7	let	let	VERB
ejpam-7150	77	8	each	each	DET
ejpam-7150	77	9	household	household	NOUN
ejpam-7150	77	10	i	i	PRON
ejpam-7150	77	11	belong	belong	VERB
ejpam-7150	77	12	to	to	ADP
ejpam-7150	77	13	one	one	NUM
ejpam-7150	77	14	of	of	ADP
ejpam-7150	77	15	the	the	DET
ejpam-7150	77	16	18	18	NUM
ejpam-7150	77	17	states	state	NOUN
ejpam-7150	77	18	encoded	encode	VERB
ejpam-7150	77	19	by	by	ADP
ejpam-7150	77	20	a	a	DET
ejpam-7150	77	21	one	one	NUM
ejpam-7150	77	22	-	-	PUNCT
ejpam-7150	77	23	vector	vector	NOUN
ejpam-7150	77	24	di	di	X
ejpam-7150	77	25	∈	∈	PROPN
ejpam-7150	77	26	{	{	PUNCT
ejpam-7150	77	27	0	0	NUM
ejpam-7150	77	28	,	,	PUNCT
ejpam-7150	77	29	1}18	1}18	NUM
ejpam-7150	77	30	.	.	NOUN
ejpam-7150	77	31	define	define	VERB
ejpam-7150	77	32	a	a	DET
ejpam-7150	77	33	many	many	ADJ
ejpam-7150	77	34	-	-	PUNCT
ejpam-7150	77	35	to	to	ADP
ejpam-7150	77	36	-	-	PUNCT
ejpam-7150	77	37	one	one	NUM
ejpam-7150	77	38	mapping	mapping	NOUN
ejpam-7150	77	39	matrix	matrix	NOUN
ejpam-7150	78	1	m	m	NOUN
ejpam-7150	78	2	∈	∈	NOUN
ejpam-7150	78	3	{	{	PUNCT
ejpam-7150	78	4	0	0	NUM
ejpam-7150	78	5	,	,	PUNCT
ejpam-7150	78	6	1}18	1}18	NUM
ejpam-7150	78	7	(	(	PUNCT
ejpam-7150	78	8	with	with	ADP
ejpam-7150	78	9	k	k	PROPN
ejpam-7150	78	10	<	<	X
ejpam-7150	78	11	18	18	NUM
ejpam-7150	78	12	)	)	PUNCT
ejpam-7150	78	13	that	that	PRON
ejpam-7150	78	14	groups	group	NOUN
ejpam-7150	78	15	states	state	VERB
ejpam-7150	78	16	into	into	ADP
ejpam-7150	78	17	broader	broad	ADJ
ejpam-7150	78	18	regions	region	NOUN
ejpam-7150	78	19	(	(	PUNCT
ejpam-7150	78	20	e.g.	e.g.	ADV
ejpam-7150	78	21	,	,	PUNCT
ejpam-7150	78	22	northern	northern	ADJ
ejpam-7150	78	23	,	,	PUNCT
ejpam-7150	78	24	eastern	eastern	ADJ
ejpam-7150	78	25	,	,	PUNCT
ejpam-7150	78	26	western	western	ADJ
ejpam-7150	78	27	,	,	PUNCT
ejpam-7150	78	28	central	central	ADJ
ejpam-7150	78	29	,	,	PUNCT
ejpam-7150	78	30	khartoum	khartoum	PROPN
ejpam-7150	78	31	)	)	PUNCT
ejpam-7150	78	32	.	.	PUNCT
ejpam-7150	79	1	the	the	DET
ejpam-7150	79	2	regional	regional	ADJ
ejpam-7150	79	3	indicator	indicator	NOUN
ejpam-7150	79	4	for	for	ADP
ejpam-7150	79	5	household	household	NOUN
ejpam-7150	79	6	i	i	PRON
ejpam-7150	79	7	is	be	AUX
ejpam-7150	79	8	zi	zi	NOUN
ejpam-7150	79	9	=	=	PUNCT
ejpam-7150	79	10	mdi	mdi	PROPN
ejpam-7150	79	11	∈	∈	PROPN
ejpam-7150	79	12	{	{	PUNCT
ejpam-7150	79	13	0	0	NUM
ejpam-7150	79	14	,	,	PUNCT
ejpam-7150	79	15	1}k	1}k	NUM
ejpam-7150	79	16	.	.	PUNCT
ejpam-7150	80	1	(	(	PUNCT
ejpam-7150	80	2	10	10	NUM
ejpam-7150	80	3	)	)	PUNCT
ejpam-7150	80	4	constructing	construct	VERB
ejpam-7150	80	5	the	the	DET
ejpam-7150	80	6	covariate	covariate	ADJ
ejpam-7150	80	7	vector	vector	NOUN
ejpam-7150	80	8	xi	xi	NUM
ejpam-7150	80	9	by	by	ADP
ejpam-7150	80	10	replacing	replace	VERB
ejpam-7150	80	11	state	state	NOUN
ejpam-7150	80	12	indicators	indicator	NOUN
ejpam-7150	80	13	with	with	ADP
ejpam-7150	80	14	zi	zi	NOUN
ejpam-7150	80	15	,	,	PUNCT
ejpam-7150	80	16	the	the	DET
ejpam-7150	80	17	logistic	logistic	ADJ
ejpam-7150	80	18	model	model	NOUN
ejpam-7150	80	19	retains	retain	VERB
ejpam-7150	80	20	the	the	DET
ejpam-7150	80	21	same	same	ADJ
ejpam-7150	80	22	linear	linear	NOUN
ejpam-7150	80	23	predictor	predictor	NOUN
ejpam-7150	80	24	but	but	CCONJ
ejpam-7150	80	25	with	with	ADP
ejpam-7150	80	26	regional	regional	ADJ
ejpam-7150	80	27	rather	rather	ADV
ejpam-7150	80	28	than	than	ADP
ejpam-7150	80	29	state	state	NOUN
ejpam-7150	80	30	effects	effect	NOUN
ejpam-7150	80	31	:	:	PUNCT
ejpam-7150	80	32	z.	z.	PROPN
ejpam-7150	80	33	m.	m.	PROPN
ejpam-7150	80	34	s.	s.	PROPN
ejpam-7150	80	35	mohammed	mohammed	PROPN
ejpam-7150	80	36	et	et	PROPN
ejpam-7150	80	37	al	al	PROPN
ejpam-7150	80	38	.	.	PUNCT
ejpam-7150	80	39	/	/	SYM
ejpam-7150	80	40	eur	eur	PROPN
ejpam-7150	80	41	.	.	PUNCT
ejpam-7150	81	1	j.	j.	PROPN
ejpam-7150	81	2	pure	pure	PROPN
ejpam-7150	81	3	appl	appl	PROPN
ejpam-7150	81	4	.	.	PROPN
ejpam-7150	81	5	math	math	PROPN
ejpam-7150	81	6	,	,	PUNCT
ejpam-7150	81	7	18	18	NUM
ejpam-7150	81	8	(	(	PUNCT
ejpam-7150	81	9	4	4	NUM
ejpam-7150	81	10	)	)	PUNCT
ejpam-7150	81	11	(	(	PUNCT
ejpam-7150	81	12	2025	2025	NUM
ejpam-7150	81	13	)	)	PUNCT
ejpam-7150	81	14	,	,	PUNCT
ejpam-7150	81	15	7150	7150	NUM
ejpam-7150	81	16	5	5	NUM
ejpam-7150	81	17	of	of	ADP
ejpam-7150	81	18	15	15	NUM
ejpam-7150	81	19	p	p	NOUN
ejpam-7150	81	20	(	(	PUNCT
ejpam-7150	81	21	yi	yi	NOUN
ejpam-7150	81	22	=	=	SYM
ejpam-7150	81	23	1	1	NUM
ejpam-7150	81	24	|	|	ADV
ejpam-7150	81	25	xi	xi	NOUN
ejpam-7150	81	26	)	)	PUNCT
ejpam-7150	81	27	=	=	SYM
ejpam-7150	82	1	pi	pi	NOUN
ejpam-7150	82	2	,	,	PUNCT
ejpam-7150	82	3	logit(pi	logit(pi	NOUN
ejpam-7150	82	4	)	)	PUNCT
ejpam-7150	82	5	=	=	PUNCT
ejpam-7150	83	1	x⊤	x⊤	NOUN
ejpam-7150	83	2	i	i	PRON
ejpam-7150	83	3	β	β	X
ejpam-7150	83	4	.	.	PUNCT
ejpam-7150	84	1	(	(	PUNCT
ejpam-7150	84	2	11	11	NUM
ejpam-7150	84	3	)	)	PUNCT
ejpam-7150	84	4	collapsing	collapse	VERB
ejpam-7150	84	5	increases	increase	NOUN
ejpam-7150	84	6	the	the	DET
ejpam-7150	84	7	effective	effective	ADJ
ejpam-7150	84	8	weighted	weight	VERB
ejpam-7150	84	9	cell	cell	NOUN
ejpam-7150	84	10	counts	count	NOUN
ejpam-7150	84	11	in	in	ADP
ejpam-7150	84	12	each	each	DET
ejpam-7150	84	13	geographic	geographic	ADJ
ejpam-7150	84	14	category	category	NOUN
ejpam-7150	84	15	,	,	PUNCT
ejpam-7150	84	16	n	n	X
ejpam-7150	84	17	eff	eff	PROPN
ejpam-7150	84	18	k	k	PROPN
ejpam-7150	85	1	=	=	PUNCT
ejpam-7150	85	2	∑	∑	PUNCT
ejpam-7150	85	3	i	i	PRON
ejpam-7150	85	4	:	:	PUNCT
ejpam-7150	85	5	zik=1	zik=1	PROPN
ejpam-7150	85	6	wi	wi	PROPN
ejpam-7150	85	7	,	,	PUNCT
ejpam-7150	85	8	(	(	PUNCT
ejpam-7150	85	9	12	12	NUM
ejpam-7150	85	10	)	)	PUNCT
ejpam-7150	85	11	which	which	PRON
ejpam-7150	85	12	improves	improve	VERB
ejpam-7150	85	13	conditioning	conditioning	NOUN
ejpam-7150	85	14	of	of	ADP
ejpam-7150	85	15	the	the	DET
ejpam-7150	85	16	(	(	PUNCT
ejpam-7150	85	17	expected	expect	VERB
ejpam-7150	85	18	)	)	PUNCT
ejpam-7150	85	19	information	information	NOUN
ejpam-7150	85	20	matrix	matrix	NOUN
ejpam-7150	85	21	,	,	PUNCT
ejpam-7150	85	22	design	design	NOUN
ejpam-7150	85	23	-	-	PUNCT
ejpam-7150	85	24	based	base	VERB
ejpam-7150	85	25	for	for	ADP
ejpam-7150	85	26	slr	slr	NOUN
ejpam-7150	85	27	,	,	PUNCT
ejpam-7150	85	28	aw	aw	INTJ
ejpam-7150	85	29	(	(	PUNCT
ejpam-7150	85	30	β	β	NOUN
ejpam-7150	85	31	)	)	PUNCT
ejpam-7150	85	32	=	=	PUNCT
ejpam-7150	86	1	∑	∑	PUNCT
ejpam-7150	86	2	i	i	PRON
ejpam-7150	86	3	wixix	wixix	VERB
ejpam-7150	86	4	⊤	⊤	NOUN
ejpam-7150	86	5	i	i	PRON
ejpam-7150	86	6	pi(1−	pi(1−	VERB
ejpam-7150	86	7	pi	pi	NOUN
ejpam-7150	86	8	)	)	PUNCT
ejpam-7150	86	9	,	,	PUNCT
ejpam-7150	86	10	(	(	PUNCT
ejpam-7150	86	11	13	13	NUM
ejpam-7150	86	12	)	)	PUNCT
ejpam-7150	86	13	or	or	CCONJ
ejpam-7150	86	14	unweighted	unweighte	VERB
ejpam-7150	86	15	for	for	ADP
ejpam-7150	86	16	firth	firth	PROPN
ejpam-7150	86	17	,	,	PUNCT
ejpam-7150	86	18	i(β	i(β	PROPN
ejpam-7150	86	19	)	)	PUNCT
ejpam-7150	86	20	=	=	PUNCT
ejpam-7150	87	1	∑	∑	PUNCT
ejpam-7150	87	2	i	i	PRON
ejpam-7150	87	3	xix	xix	NOUN
ejpam-7150	87	4	⊤	⊤	NOUN
ejpam-7150	87	5	i	i	PRON
ejpam-7150	87	6	pi(1−	pi(1−	VERB
ejpam-7150	87	7	pi	pi	NOUN
ejpam-7150	87	8	)	)	PUNCT
ejpam-7150	87	9	.	.	PUNCT
ejpam-7150	88	1	(	(	PUNCT
ejpam-7150	88	2	14	14	NUM
ejpam-7150	88	3	)	)	PUNCT
ejpam-7150	88	4	intuitively	intuitively	ADV
ejpam-7150	88	5	,	,	PUNCT
ejpam-7150	88	6	by	by	ADP
ejpam-7150	88	7	increasing	increase	VERB
ejpam-7150	88	8	the	the	DET
ejpam-7150	88	9	least	least	ADV
ejpam-7150	88	10	-	-	PUNCT
ejpam-7150	88	11	populated	populate	VERB
ejpam-7150	88	12	regional	regional	ADJ
ejpam-7150	88	13	cell	cell	NOUN
ejpam-7150	88	14	,	,	PUNCT
ejpam-7150	88	15	one	one	PRON
ejpam-7150	88	16	can	can	AUX
ejpam-7150	88	17	mitigate	mitigate	VERB
ejpam-7150	88	18	sparsity	sparsity	NOUN
ejpam-7150	88	19	;	;	PUNCT
ejpam-7150	88	20	this	this	PRON
ejpam-7150	88	21	lowers	lower	VERB
ejpam-7150	88	22	var(c⊤β̂	var(c⊤β̂	PROPN
ejpam-7150	88	23	)	)	PUNCT
ejpam-7150	88	24	yields	yield	VERB
ejpam-7150	88	25	a	a	DET
ejpam-7150	88	26	narrower	narrow	ADJ
ejpam-7150	88	27	cis	cis	NOUN
ejpam-7150	88	28	for	for	ADP
ejpam-7150	88	29	the	the	DET
ejpam-7150	88	30	ors	or	NOUN
ejpam-7150	88	31	,	,	PUNCT
ejpam-7150	88	32	exp{c⊤(β̂	exp{c⊤(β̂	NOUN
ejpam-7150	88	33	)	)	PUNCT
ejpam-7150	88	34	}	}	PUNCT
ejpam-7150	88	35	.	.	PUNCT
ejpam-7150	89	1	2.2.4	2.2.4	NUM
ejpam-7150	89	2	.	.	X
ejpam-7150	89	3	software	software	NOUN
ejpam-7150	89	4	and	and	CCONJ
ejpam-7150	89	5	implementation	implementation	NOUN
ejpam-7150	89	6	.	.	PUNCT
ejpam-7150	90	1	analyses	analysis	NOUN
ejpam-7150	90	2	were	be	AUX
ejpam-7150	90	3	performed	perform	VERB
ejpam-7150	90	4	in	in	ADP
ejpam-7150	90	5	stata	stata	NOUN
ejpam-7150	90	6	(	(	PUNCT
ejpam-7150	90	7	version	version	NOUN
ejpam-7150	90	8	17	17	NUM
ejpam-7150	90	9	)	)	PUNCT
ejpam-7150	90	10	.	.	PUNCT
ejpam-7150	91	1	the	the	DET
ejpam-7150	91	2	survey	survey	NOUN
ejpam-7150	91	3	design	design	NOUN
ejpam-7150	91	4	was	be	AUX
ejpam-7150	91	5	declared	declare	VERB
ejpam-7150	91	6	with	with	ADP
ejpam-7150	91	7	svyset	svyset	NOUN
ejpam-7150	91	8	using	use	VERB
ejpam-7150	91	9	the	the	DET
ejpam-7150	91	10	household	household	NOUN
ejpam-7150	91	11	pweight	pweight	NOUN
ejpam-7150	91	12	,	,	PUNCT
ejpam-7150	91	13	strata	strata	NOUN
ejpam-7150	91	14	,	,	PUNCT
ejpam-7150	91	15	and	and	CCONJ
ejpam-7150	91	16	psu	psu	ADJ
ejpam-7150	91	17	variables	variable	NOUN
ejpam-7150	91	18	.	.	PUNCT
ejpam-7150	92	1	design	design	NOUN
ejpam-7150	92	2	-	-	PUNCT
ejpam-7150	92	3	adjusted	adjust	VERB
ejpam-7150	92	4	descriptive	descriptive	ADJ
ejpam-7150	92	5	statistics	statistic	NOUN
ejpam-7150	92	6	and	and	CCONJ
ejpam-7150	92	7	rao	rao	PROPN
ejpam-7150	92	8	–	–	PUNCT
ejpam-7150	92	9	scott	scott	PROPN
ejpam-7150	92	10	chi	chi	ADJ
ejpam-7150	92	11	-	-	PUNCT
ejpam-7150	92	12	square	square	ADJ
ejpam-7150	92	13	tests	test	NOUN
ejpam-7150	92	14	were	be	AUX
ejpam-7150	92	15	obtained	obtain	VERB
ejpam-7150	92	16	via	via	ADP
ejpam-7150	92	17	svy	svy	NOUN
ejpam-7150	92	18	:	:	PUNCT
ejpam-7150	92	19	prefix	prefix	VERB
ejpam-7150	92	20	commands	command	NOUN
ejpam-7150	92	21	[	[	X
ejpam-7150	92	22	19	19	NUM
ejpam-7150	92	23	]	]	PUNCT
ejpam-7150	92	24	.	.	PUNCT
ejpam-7150	93	1	the	the	DET
ejpam-7150	93	2	primary	primary	ADJ
ejpam-7150	93	3	model	model	NOUN
ejpam-7150	93	4	was	be	AUX
ejpam-7150	93	5	slr	slr	NOUN
ejpam-7150	93	6	using	use	VERB
ejpam-7150	93	7	svy	svy	NOUN
ejpam-7150	93	8	:	:	PUNCT
ejpam-7150	93	9	logit	logit	PROPN
ejpam-7150	93	10	,	,	PUNCT
ejpam-7150	93	11	reporting	report	VERB
ejpam-7150	93	12	design	design	NOUN
ejpam-7150	93	13	-	-	PUNCT
ejpam-7150	93	14	based	base	VERB
ejpam-7150	93	15	standard	standard	ADJ
ejpam-7150	93	16	errors	error	NOUN
ejpam-7150	93	17	(	(	PUNCT
ejpam-7150	93	18	linearized	linearize	VERB
ejpam-7150	93	19	)	)	PUNCT
ejpam-7150	93	20	and	and	CCONJ
ejpam-7150	93	21	95	95	NUM
ejpam-7150	93	22	%	%	NOUN
ejpam-7150	93	23	cis	cis	NOUN
ejpam-7150	93	24	.	.	PUNCT
ejpam-7150	94	1	bias	bias	NOUN
ejpam-7150	94	2	reduction	reduction	NOUN
ejpam-7150	94	3	under	under	ADP
ejpam-7150	94	4	sparsity	sparsity	NOUN
ejpam-7150	94	5	was	be	AUX
ejpam-7150	94	6	examined	examine	VERB
ejpam-7150	94	7	with	with	ADP
ejpam-7150	94	8	firth	firth	PROPN
ejpam-7150	94	9	’s	’s	PART
ejpam-7150	94	10	logistic	logistic	ADJ
ejpam-7150	94	11	regression	regression	NOUN
ejpam-7150	94	12	(	(	PUNCT
ejpam-7150	94	13	firthlogit	firthlogit	NOUN
ejpam-7150	94	14	)	)	PUNCT
ejpam-7150	95	1	[	[	X
ejpam-7150	95	2	20	20	NUM
ejpam-7150	95	3	]	]	PUNCT
ejpam-7150	95	4	.	.	PUNCT
ejpam-7150	96	1	in	in	ADP
ejpam-7150	96	2	keeping	keep	VERB
ejpam-7150	96	3	with	with	ADP
ejpam-7150	96	4	current	current	ADJ
ejpam-7150	96	5	software	software	NOUN
ejpam-7150	96	6	constraints	constraint	NOUN
ejpam-7150	96	7	for	for	ADP
ejpam-7150	96	8	complex	complex	ADJ
ejpam-7150	96	9	designs	design	NOUN
ejpam-7150	96	10	,	,	PUNCT
ejpam-7150	96	11	fplr	fplr	NOUN
ejpam-7150	96	12	was	be	AUX
ejpam-7150	96	13	estimated	estimate	VERB
ejpam-7150	96	14	without	without	ADP
ejpam-7150	96	15	survey	survey	NOUN
ejpam-7150	96	16	weighting	weighting	NOUN
ejpam-7150	96	17	and	and	CCONJ
ejpam-7150	96	18	treated	treat	VERB
ejpam-7150	96	19	as	as	ADP
ejpam-7150	96	20	robustness	robustness	NOUN
ejpam-7150	96	21	checks	check	NOUN
ejpam-7150	96	22	to	to	PART
ejpam-7150	96	23	assess	assess	VERB
ejpam-7150	96	24	inflation	inflation	NOUN
ejpam-7150	96	25	and	and	CCONJ
ejpam-7150	96	26	instability	instability	NOUN
ejpam-7150	96	27	observed	observe	VERB
ejpam-7150	96	28	in	in	ADP
ejpam-7150	96	29	slr	slr	NOUN
ejpam-7150	96	30	.	.	PUNCT
ejpam-7150	97	1	to	to	PART
ejpam-7150	97	2	mitigate	mitigate	VERB
ejpam-7150	97	3	sparsity	sparsity	NOUN
ejpam-7150	97	4	,	,	PUNCT
ejpam-7150	97	5	states	state	NOUN
ejpam-7150	97	6	were	be	AUX
ejpam-7150	97	7	collapsed	collapse	VERB
ejpam-7150	97	8	into	into	ADP
ejpam-7150	97	9	broader	broad	ADJ
ejpam-7150	97	10	regions	region	NOUN
ejpam-7150	97	11	;	;	PUNCT
ejpam-7150	97	12	models	model	NOUN
ejpam-7150	97	13	were	be	AUX
ejpam-7150	97	14	re	re	VERB
ejpam-7150	97	15	-	-	VERB
ejpam-7150	97	16	fit	fit	ADJ
ejpam-7150	97	17	with	with	ADP
ejpam-7150	97	18	regional	regional	ADJ
ejpam-7150	97	19	indicators	indicator	NOUN
ejpam-7150	97	20	under	under	ADP
ejpam-7150	97	21	both	both	CCONJ
ejpam-7150	97	22	slr	slr	NOUN
ejpam-7150	97	23	and	and	CCONJ
ejpam-7150	97	24	fplr	fplr	NOUN
ejpam-7150	97	25	.	.	PUNCT
ejpam-7150	98	1	cases	case	NOUN
ejpam-7150	98	2	missing	miss	VERB
ejpam-7150	98	3	the	the	DET
ejpam-7150	98	4	outcome	outcome	NOUN
ejpam-7150	98	5	or	or	CCONJ
ejpam-7150	98	6	key	key	ADJ
ejpam-7150	98	7	predictors	predictor	NOUN
ejpam-7150	98	8	were	be	AUX
ejpam-7150	98	9	excluded	exclude	VERB
ejpam-7150	98	10	,	,	PUNCT
ejpam-7150	98	11	yielding	yield	VERB
ejpam-7150	98	12	a	a	DET
ejpam-7150	98	13	final	final	ADJ
ejpam-7150	98	14	analytic	analytic	ADJ
ejpam-7150	98	15	sample	sample	NOUN
ejpam-7150	98	16	of	of	ADP
ejpam-7150	98	17	16,679	16,679	NUM
ejpam-7150	98	18	households	household	NOUN
ejpam-7150	98	19	.	.	PUNCT
ejpam-7150	99	1	statistical	statistical	ADJ
ejpam-7150	99	2	significance	significance	NOUN
ejpam-7150	99	3	was	be	AUX
ejpam-7150	99	4	set	set	VERB
ejpam-7150	99	5	at	at	ADP
ejpam-7150	99	6	α	α	NOUN
ejpam-7150	99	7	=	=	NOUN
ejpam-7150	99	8	0.05	0.05	NUM
ejpam-7150	99	9	.	.	PUNCT
ejpam-7150	100	1	3	3	NUM
ejpam-7150	100	2	.	.	NOUN
ejpam-7150	100	3	results	result	VERB
ejpam-7150	100	4	3.1	3.1	NUM
ejpam-7150	100	5	.	.	PUNCT
ejpam-7150	101	1	household	household	NOUN
ejpam-7150	101	2	and	and	CCONJ
ejpam-7150	101	3	regional	regional	ADJ
ejpam-7150	101	4	correlates	correlate	NOUN
ejpam-7150	101	5	.	.	PUNCT
ejpam-7150	102	1	table	table	NOUN
ejpam-7150	102	2	1	1	NUM
ejpam-7150	102	3	summarizes	summarize	NOUN
ejpam-7150	102	4	household	household	NOUN
ejpam-7150	102	5	characteristics	characteristic	NOUN
ejpam-7150	102	6	,	,	PUNCT
ejpam-7150	102	7	handwashing	handwashing	NOUN
ejpam-7150	102	8	facility	facility	NOUN
ejpam-7150	102	9	availability	availability	NOUN
ejpam-7150	102	10	across	across	ADP
ejpam-7150	102	11	categories	category	NOUN
ejpam-7150	102	12	,	,	PUNCT
ejpam-7150	102	13	and	and	CCONJ
ejpam-7150	102	14	chi	chi	ADJ
ejpam-7150	102	15	-	-	PUNCT
ejpam-7150	102	16	square	square	ADJ
ejpam-7150	102	17	test	test	NOUN
ejpam-7150	102	18	results	result	NOUN
ejpam-7150	102	19	for	for	ADP
ejpam-7150	102	20	their	their	PRON
ejpam-7150	102	21	associations	association	NOUN
ejpam-7150	102	22	.	.	PUNCT
ejpam-7150	103	1	the	the	DET
ejpam-7150	103	2	results	result	NOUN
ejpam-7150	103	3	indicated	indicate	VERB
ejpam-7150	103	4	that	that	SCONJ
ejpam-7150	103	5	handwashing	handwashing	NOUN
ejpam-7150	103	6	facility	facility	NOUN
ejpam-7150	103	7	availability	availability	NOUN
ejpam-7150	103	8	did	do	AUX
ejpam-7150	103	9	not	not	PART
ejpam-7150	103	10	differ	differ	VERB
ejpam-7150	103	11	by	by	ADP
ejpam-7150	103	12	sex	sex	NOUN
ejpam-7150	103	13	of	of	ADP
ejpam-7150	103	14	the	the	DET
ejpam-7150	103	15	household	household	NOUN
ejpam-7150	103	16	head	head	NOUN
ejpam-7150	103	17	(	(	PUNCT
ejpam-7150	103	18	41	41	NUM
ejpam-7150	103	19	%	%	NOUN
ejpam-7150	103	20	in	in	ADP
ejpam-7150	103	21	male	male	NOUN
ejpam-7150	103	22	-	-	PUNCT
ejpam-7150	103	23	headed	head	VERB
ejpam-7150	103	24	households	household	NOUN
ejpam-7150	103	25	vs.	vs.	ADP
ejpam-7150	103	26	42	42	NUM
ejpam-7150	103	27	%	%	NOUN
ejpam-7150	103	28	in	in	ADP
ejpam-7150	103	29	female	female	NOUN
ejpam-7150	103	30	-	-	PUNCT
ejpam-7150	103	31	headed	head	VERB
ejpam-7150	103	32	,	,	PUNCT
ejpam-7150	103	33	p	p	X
ejpam-7150	103	34	=	=	NOUN
ejpam-7150	103	35	0.452	0.452	NUM
ejpam-7150	103	36	)	)	PUNCT
ejpam-7150	103	37	.	.	PUNCT
ejpam-7150	104	1	strong	strong	ADJ
ejpam-7150	104	2	socioeconomic	socioeconomic	ADJ
ejpam-7150	104	3	and	and	CCONJ
ejpam-7150	104	4	geographic	geographic	ADJ
ejpam-7150	104	5	gradients	gradient	NOUN
ejpam-7150	104	6	were	be	AUX
ejpam-7150	104	7	observed	observe	VERB
ejpam-7150	104	8	.	.	PUNCT
ejpam-7150	105	1	only	only	ADV
ejpam-7150	105	2	34	34	NUM
ejpam-7150	105	3	%	%	NOUN
ejpam-7150	105	4	of	of	ADP
ejpam-7150	105	5	households	household	NOUN
ejpam-7150	105	6	headed	head	VERB
ejpam-7150	105	7	by	by	ADP
ejpam-7150	105	8	individuals	individual	NOUN
ejpam-7150	105	9	with	with	ADP
ejpam-7150	105	10	no	no	DET
ejpam-7150	105	11	education	education	NOUN
ejpam-7150	105	12	had	have	VERB
ejpam-7150	105	13	a	a	DET
ejpam-7150	105	14	handwashing	handwashing	NOUN
ejpam-7150	105	15	facility	facility	NOUN
ejpam-7150	105	16	,	,	PUNCT
ejpam-7150	105	17	compared	compare	VERB
ejpam-7150	105	18	with	with	ADP
ejpam-7150	105	19	66	66	NUM
ejpam-7150	105	20	%	%	NOUN
ejpam-7150	105	21	among	among	ADP
ejpam-7150	105	22	those	those	PRON
ejpam-7150	105	23	with	with	ADP
ejpam-7150	105	24	higher	high	ADJ
ejpam-7150	105	25	education	education	NOUN
ejpam-7150	105	26	(	(	PUNCT
ejpam-7150	105	27	p	p	X
ejpam-7150	105	28	<	<	X
ejpam-7150	105	29	0.005	0.005	NUM
ejpam-7150	105	30	)	)	PUNCT
ejpam-7150	105	31	.	.	PUNCT
ejpam-7150	106	1	availability	availability	NOUN
ejpam-7150	106	2	increased	increase	VERB
ejpam-7150	106	3	across	across	ADP
ejpam-7150	106	4	wealth	wealth	NOUN
ejpam-7150	106	5	quintiles	quintile	NOUN
ejpam-7150	106	6	,	,	PUNCT
ejpam-7150	106	7	from	from	ADP
ejpam-7150	106	8	23	23	NUM
ejpam-7150	106	9	%	%	NOUN
ejpam-7150	106	10	in	in	ADP
ejpam-7150	106	11	the	the	DET
ejpam-7150	106	12	poorest	poor	ADJ
ejpam-7150	106	13	households	household	NOUN
ejpam-7150	106	14	to	to	ADP
ejpam-7150	106	15	71	71	NUM
ejpam-7150	106	16	%	%	NOUN
ejpam-7150	106	17	in	in	ADP
ejpam-7150	106	18	the	the	DET
ejpam-7150	106	19	richest	rich	ADJ
ejpam-7150	106	20	(	(	PUNCT
ejpam-7150	106	21	p	p	X
ejpam-7150	106	22	<	<	X
ejpam-7150	106	23	0.005	0.005	NUM
ejpam-7150	106	24	)	)	PUNCT
ejpam-7150	106	25	.	.	PUNCT
ejpam-7150	107	1	urban	urban	ADJ
ejpam-7150	107	2	households	household	NOUN
ejpam-7150	107	3	reported	report	VERB
ejpam-7150	107	4	z.	z.	PROPN
ejpam-7150	107	5	m.	m.	PROPN
ejpam-7150	107	6	s.	s.	PROPN
ejpam-7150	107	7	mohammed	mohammed	PROPN
ejpam-7150	107	8	et	et	PROPN
ejpam-7150	107	9	al	al	PROPN
ejpam-7150	107	10	.	.	PUNCT
ejpam-7150	107	11	/	/	SYM
ejpam-7150	107	12	eur	eur	PROPN
ejpam-7150	107	13	.	.	PUNCT
ejpam-7150	108	1	j.	j.	PROPN
ejpam-7150	108	2	pure	pure	PROPN
ejpam-7150	108	3	appl	appl	PROPN
ejpam-7150	108	4	.	.	PROPN
ejpam-7150	108	5	math	math	PROPN
ejpam-7150	108	6	,	,	PUNCT
ejpam-7150	108	7	18	18	NUM
ejpam-7150	108	8	(	(	PUNCT
ejpam-7150	108	9	4	4	NUM
ejpam-7150	108	10	)	)	PUNCT
ejpam-7150	108	11	(	(	PUNCT
ejpam-7150	108	12	2025	2025	NUM
ejpam-7150	108	13	)	)	PUNCT
ejpam-7150	108	14	,	,	PUNCT
ejpam-7150	108	15	7150	7150	NUM
ejpam-7150	108	16	6	6	NUM
ejpam-7150	108	17	of	of	ADP
ejpam-7150	108	18	15	15	NUM
ejpam-7150	108	19	greater	great	ADJ
ejpam-7150	108	20	access	access	NOUN
ejpam-7150	108	21	than	than	ADP
ejpam-7150	108	22	rural	rural	ADJ
ejpam-7150	108	23	ones	one	NOUN
ejpam-7150	108	24	(	(	PUNCT
ejpam-7150	108	25	47	47	NUM
ejpam-7150	108	26	%	%	NOUN
ejpam-7150	108	27	vs.	vs.	ADP
ejpam-7150	108	28	38	38	NUM
ejpam-7150	108	29	%	%	NOUN
ejpam-7150	108	30	,	,	PUNCT
ejpam-7150	108	31	p	p	X
ejpam-7150	108	32	<	<	X
ejpam-7150	108	33	0.005	0.005	NUM
ejpam-7150	108	34	)	)	PUNCT
ejpam-7150	108	35	.	.	PUNCT
ejpam-7150	109	1	marked	mark	VERB
ejpam-7150	109	2	spatial	spatial	ADJ
ejpam-7150	109	3	disparities	disparity	NOUN
ejpam-7150	109	4	were	be	AUX
ejpam-7150	109	5	evident	evident	ADJ
ejpam-7150	109	6	,	,	PUNCT
ejpam-7150	109	7	ranging	range	VERB
ejpam-7150	109	8	from	from	ADP
ejpam-7150	109	9	2	2	NUM
ejpam-7150	109	10	%	%	NOUN
ejpam-7150	109	11	in	in	ADP
ejpam-7150	109	12	gadarif	gadarif	NOUN
ejpam-7150	109	13	and	and	CCONJ
ejpam-7150	109	14	8	8	NUM
ejpam-7150	109	15	%	%	NOUN
ejpam-7150	109	16	in	in	ADP
ejpam-7150	109	17	east	east	PROPN
ejpam-7150	109	18	darfur	darfur	PROPN
ejpam-7150	109	19	to	to	ADP
ejpam-7150	109	20	93	93	NUM
ejpam-7150	109	21	%	%	NOUN
ejpam-7150	109	22	in	in	ADP
ejpam-7150	109	23	central	central	ADJ
ejpam-7150	109	24	darfur	darfur	NOUN
ejpam-7150	109	25	and	and	CCONJ
ejpam-7150	109	26	over	over	ADP
ejpam-7150	109	27	60	60	NUM
ejpam-7150	109	28	%	%	NOUN
ejpam-7150	109	29	in	in	ADP
ejpam-7150	109	30	north	north	NOUN
ejpam-7150	109	31	darfur	darfur	PROPN
ejpam-7150	109	32	and	and	CCONJ
ejpam-7150	109	33	south	south	PROPN
ejpam-7150	109	34	kordofan	kordofan	NOUN
ejpam-7150	110	1	(	(	PUNCT
ejpam-7150	110	2	p	p	X
ejpam-7150	110	3	<	<	X
ejpam-7150	110	4	0.005	0.005	NUM
ejpam-7150	110	5	)	)	PUNCT
ejpam-7150	110	6	.	.	PUNCT
ejpam-7150	111	1	household	household	NOUN
ejpam-7150	111	2	size	size	NOUN
ejpam-7150	111	3	showed	show	VERB
ejpam-7150	111	4	smaller	small	ADJ
ejpam-7150	111	5	differences	difference	NOUN
ejpam-7150	111	6	,	,	PUNCT
ejpam-7150	111	7	with	with	ADP
ejpam-7150	111	8	37	37	NUM
ejpam-7150	111	9	%	%	NOUN
ejpam-7150	111	10	availability	availability	NOUN
ejpam-7150	111	11	among	among	ADP
ejpam-7150	111	12	households	household	NOUN
ejpam-7150	111	13	of	of	ADP
ejpam-7150	111	14	1–3	1–3	NUM
ejpam-7150	111	15	members	member	NOUN
ejpam-7150	111	16	versus	versus	ADP
ejpam-7150	111	17	42	42	NUM
ejpam-7150	111	18	%	%	NOUN
ejpam-7150	111	19	in	in	ADP
ejpam-7150	111	20	larger	large	ADJ
ejpam-7150	111	21	households	household	NOUN
ejpam-7150	111	22	(	(	PUNCT
ejpam-7150	111	23	p	p	X
ejpam-7150	111	24	<	<	X
ejpam-7150	111	25	0.005	0.005	NUM
ejpam-7150	111	26	)	)	PUNCT
ejpam-7150	111	27	.	.	PUNCT
ejpam-7150	112	1	this	this	DET
ejpam-7150	112	2	descriptive	descriptive	ADJ
ejpam-7150	112	3	evidence	evidence	NOUN
ejpam-7150	112	4	provides	provide	VERB
ejpam-7150	112	5	a	a	DET
ejpam-7150	112	6	foundation	foundation	NOUN
ejpam-7150	112	7	for	for	ADP
ejpam-7150	112	8	subsequent	subsequent	ADJ
ejpam-7150	112	9	regression	regression	NOUN
ejpam-7150	112	10	analyses	analysis	NOUN
ejpam-7150	112	11	by	by	ADP
ejpam-7150	112	12	pinpointing	pinpoint	VERB
ejpam-7150	112	13	where	where	SCONJ
ejpam-7150	112	14	inequalities	inequality	NOUN
ejpam-7150	112	15	in	in	ADP
ejpam-7150	112	16	hygiene	hygiene	NOUN
ejpam-7150	112	17	access	access	NOUN
ejpam-7150	112	18	are	be	AUX
ejpam-7150	112	19	most	most	ADV
ejpam-7150	112	20	pronounced	pronounce	VERB
ejpam-7150	112	21	.	.	PUNCT
ejpam-7150	113	1	z.	z.	PROPN
ejpam-7150	113	2	m.	m.	PROPN
ejpam-7150	113	3	s.	s.	PROPN
ejpam-7150	113	4	mohammed	mohammed	PROPN
ejpam-7150	113	5	et	et	PROPN
ejpam-7150	113	6	al	al	PROPN
ejpam-7150	113	7	.	.	PUNCT
ejpam-7150	113	8	/	/	SYM
ejpam-7150	113	9	eur	eur	PROPN
ejpam-7150	113	10	.	.	PUNCT
ejpam-7150	114	1	j.	j.	PROPN
ejpam-7150	114	2	pure	pure	PROPN
ejpam-7150	114	3	appl	appl	PROPN
ejpam-7150	114	4	.	.	PROPN
ejpam-7150	114	5	math	math	PROPN
ejpam-7150	114	6	,	,	PUNCT
ejpam-7150	114	7	18	18	NUM
ejpam-7150	114	8	(	(	PUNCT
ejpam-7150	114	9	4	4	NUM
ejpam-7150	114	10	)	)	PUNCT
ejpam-7150	114	11	(	(	PUNCT
ejpam-7150	114	12	2025	2025	NUM
ejpam-7150	114	13	)	)	PUNCT
ejpam-7150	114	14	,	,	PUNCT
ejpam-7150	114	15	7150	7150	NUM
ejpam-7150	114	16	7	7	NUM
ejpam-7150	114	17	of	of	ADP
ejpam-7150	114	18	15	15	NUM
ejpam-7150	114	19	table	table	NOUN
ejpam-7150	114	20	1	1	NUM
ejpam-7150	114	21	:	:	PUNCT
ejpam-7150	114	22	household	household	NOUN
ejpam-7150	114	23	characteristics	characteristic	NOUN
ejpam-7150	114	24	and	and	CCONJ
ejpam-7150	114	25	rational	rational	ADJ
ejpam-7150	114	26	correlates	correlate	NOUN
ejpam-7150	114	27	.	.	PUNCT
ejpam-7150	115	1	variables	variable	NOUN
ejpam-7150	115	2	category	category	NOUN
ejpam-7150	115	3	household	household	NOUN
ejpam-7150	115	4	observed	observe	VERB
ejpam-7150	115	5	place	place	NOUN
ejpam-7150	115	6	for	for	ADP
ejpam-7150	115	7	hand	hand	NOUN
ejpam-7150	115	8	washing	washing	NOUN
ejpam-7150	115	9	chi	chi	NOUN
ejpam-7150	115	10	-	-	PUNCT
ejpam-7150	115	11	square	square	ADJ
ejpam-7150	115	12	p	p	NOUN
ejpam-7150	115	13	-	-	PUNCT
ejpam-7150	115	14	value	value	NOUN
ejpam-7150	115	15	count	count	NOUN
ejpam-7150	115	16	%	%	NOUN
ejpam-7150	115	17	count	count	NOUN
ejpam-7150	115	18	%	%	NOUN
ejpam-7150	115	19	sex	sex	NOUN
ejpam-7150	115	20	of	of	ADP
ejpam-7150	115	21	household	household	NOUN
ejpam-7150	115	22	head	head	NOUN
ejpam-7150	115	23	male	male	NOUN
ejpam-7150	115	24	14414	14414	NUM
ejpam-7150	115	25	86	86	NUM
ejpam-7150	115	26	%	%	NOUN
ejpam-7150	115	27	5882	5882	NUM
ejpam-7150	115	28	41	41	NUM
ejpam-7150	115	29	%	%	NOUN
ejpam-7150	115	30	0.566	0.566	NUM
ejpam-7150	115	31	0.452	0.452	NUM
ejpam-7150	115	32	female	female	ADJ
ejpam-7150	115	33	2387	2387	NUM
ejpam-7150	115	34	14	14	NUM
ejpam-7150	115	35	%	%	NOUN
ejpam-7150	115	36	994	994	NUM
ejpam-7150	115	37	42	42	NUM
ejpam-7150	115	38	%	%	NOUN
ejpam-7150	115	39	education	education	NOUN
ejpam-7150	115	40	of	of	ADP
ejpam-7150	115	41	household	household	NOUN
ejpam-7150	115	42	head	head	NOUN
ejpam-7150	115	43	none	none	NOUN
ejpam-7150	115	44	7799	7799	NUM
ejpam-7150	115	45	46	46	NUM
ejpam-7150	115	46	%	%	NOUN
ejpam-7150	115	47	2657	2657	NUM
ejpam-7150	115	48	34	34	NUM
ejpam-7150	115	49	%	%	NOUN
ejpam-7150	115	50	592.397	592.397	NUM
ejpam-7150	115	51	<	<	X
ejpam-7150	115	52	0.001	0.001	NUM
ejpam-7150	115	53	primary	primary	ADJ
ejpam-7150	115	54	4730	4730	NUM
ejpam-7150	115	55	28	28	NUM
ejpam-7150	115	56	%	%	NOUN
ejpam-7150	115	57	1854	1854	NUM
ejpam-7150	115	58	39	39	NUM
ejpam-7150	115	59	%	%	NOUN
ejpam-7150	115	60	secondary	secondary	ADJ
ejpam-7150	115	61	3137	3137	NUM
ejpam-7150	115	62	19	19	NUM
ejpam-7150	115	63	%	%	NOUN
ejpam-7150	115	64	1650	1650	NUM
ejpam-7150	115	65	53	53	NUM
ejpam-7150	115	66	%	%	NOUN
ejpam-7150	115	67	higher	high	ADJ
ejpam-7150	115	68	1013	1013	NUM
ejpam-7150	115	69	6	6	NUM
ejpam-7150	115	70	%	%	NOUN
ejpam-7150	115	71	666	666	NUM
ejpam-7150	115	72	66	66	NUM
ejpam-7150	115	73	%	%	NOUN
ejpam-7150	115	74	missing	miss	VERB
ejpam-7150	115	75	122	122	NUM
ejpam-7150	115	76	1	1	NUM
ejpam-7150	115	77	%	%	NOUN
ejpam-7150	115	78	na	na	PART
ejpam-7150	115	79	na	na	PART
ejpam-7150	115	80	area	area	VERB
ejpam-7150	115	81	urban	urban	ADJ
ejpam-7150	115	82	5000	5000	NUM
ejpam-7150	115	83	30	30	NUM
ejpam-7150	115	84	%	%	NOUN
ejpam-7150	115	85	2365	2365	NUM
ejpam-7150	115	86	47	47	NUM
ejpam-7150	115	87	%	%	NOUN
ejpam-7150	115	88	119.756	119.756	NUM
ejpam-7150	115	89	<	<	SYM
ejpam-7150	115	90	0.001	0.001	NUM
ejpam-7150	115	91	rural	rural	ADJ
ejpam-7150	115	92	11801	11801	NUM
ejpam-7150	115	93	70	70	NUM
ejpam-7150	115	94	%	%	NOUN
ejpam-7150	115	95	4510	4510	NUM
ejpam-7150	115	96	38	38	NUM
ejpam-7150	115	97	%	%	NOUN
ejpam-7150	115	98	state	state	NOUN
ejpam-7150	115	99	northern	northern	ADJ
ejpam-7150	115	100	423	423	NUM
ejpam-7150	115	101	3	3	NUM
ejpam-7150	115	102	%	%	NOUN
ejpam-7150	115	103	203	203	NUM
ejpam-7150	115	104	48	48	NUM
ejpam-7150	115	105	%	%	NOUN
ejpam-7150	116	1	3490.814	3490.814	NUM
ejpam-7150	116	2	<	<	X
ejpam-7150	116	3	0.001	0.001	NUM
ejpam-7150	116	4	river	river	PROPN
ejpam-7150	116	5	nile	nile	PROPN
ejpam-7150	116	6	666	666	NUM
ejpam-7150	116	7	4	4	NUM
ejpam-7150	116	8	%	%	NOUN
ejpam-7150	116	9	430	430	NUM
ejpam-7150	116	10	65	65	NUM
ejpam-7150	116	11	%	%	NOUN
ejpam-7150	116	12	red	red	PROPN
ejpam-7150	116	13	sea	sea	NOUN
ejpam-7150	116	14	519	519	NUM
ejpam-7150	116	15	3	3	NUM
ejpam-7150	116	16	%	%	NOUN
ejpam-7150	116	17	82	82	NUM
ejpam-7150	116	18	16	16	NUM
ejpam-7150	116	19	%	%	NOUN
ejpam-7150	116	20	kassala	kassala	NOUN
ejpam-7150	116	21	722	722	NUM
ejpam-7150	116	22	4	4	NUM
ejpam-7150	116	23	%	%	NOUN
ejpam-7150	116	24	143	143	NUM
ejpam-7150	116	25	20	20	NUM
ejpam-7150	116	26	%	%	NOUN
ejpam-7150	116	27	gadarif	gadarif	NOUN
ejpam-7150	116	28	858	858	NUM
ejpam-7150	116	29	5	5	NUM
ejpam-7150	116	30	%	%	NOUN
ejpam-7150	116	31	17	17	NUM
ejpam-7150	116	32	2	2	NUM
ejpam-7150	116	33	%	%	NOUN
ejpam-7150	116	34	khartoum	khartoum	PROPN
ejpam-7150	116	35	2317	2317	NUM
ejpam-7150	116	36	14	14	NUM
ejpam-7150	116	37	%	%	NOUN
ejpam-7150	116	38	1228	1228	NUM
ejpam-7150	116	39	53	53	NUM
ejpam-7150	116	40	%	%	NOUN
ejpam-7150	116	41	gezira	gezira	NOUN
ejpam-7150	116	42	2629	2629	NUM
ejpam-7150	116	43	16	16	NUM
ejpam-7150	116	44	%	%	NOUN
ejpam-7150	116	45	1508	1508	NUM
ejpam-7150	116	46	57	57	NUM
ejpam-7150	116	47	%	%	NOUN
ejpam-7150	116	48	white	white	PROPN
ejpam-7150	116	49	nile	nile	PROPN
ejpam-7150	116	50	874	874	NUM
ejpam-7150	116	51	5	5	NUM
ejpam-7150	116	52	%	%	NOUN
ejpam-7150	116	53	435	435	NUM
ejpam-7150	116	54	50	50	NUM
ejpam-7150	116	55	%	%	NOUN
ejpam-7150	116	56	sinnar	sinnar	NOUN
ejpam-7150	116	57	661	661	NUM
ejpam-7150	116	58	4	4	NUM
ejpam-7150	116	59	%	%	NOUN
ejpam-7150	116	60	356	356	NUM
ejpam-7150	116	61	54	54	NUM
ejpam-7150	116	62	%	%	NOUN
ejpam-7150	116	63	blue	blue	PROPN
ejpam-7150	116	64	nile	nile	PROPN
ejpam-7150	116	65	656	656	NUM
ejpam-7150	116	66	4	4	NUM
ejpam-7150	116	67	%	%	NOUN
ejpam-7150	116	68	343	343	NUM
ejpam-7150	116	69	52	52	NUM
ejpam-7150	116	70	%	%	NOUN
ejpam-7150	116	71	north	north	NOUN
ejpam-7150	116	72	kordofan	kordofan	NOUN
ejpam-7150	116	73	1125	1125	NUM
ejpam-7150	116	74	7	7	NUM
ejpam-7150	116	75	%	%	NOUN
ejpam-7150	116	76	40	40	NUM
ejpam-7150	116	77	4	4	NUM
ejpam-7150	116	78	%	%	NOUN
ejpam-7150	116	79	south	south	PROPN
ejpam-7150	116	80	kordofan	kordofan	PROPN
ejpam-7150	116	81	462	462	NUM
ejpam-7150	116	82	3	3	NUM
ejpam-7150	116	83	%	%	NOUN
ejpam-7150	116	84	285	285	NUM
ejpam-7150	116	85	62	62	NUM
ejpam-7150	116	86	%	%	NOUN
ejpam-7150	116	87	west	west	NOUN
ejpam-7150	116	88	kordofan	kordofan	PROPN
ejpam-7150	116	89	1003	1003	NUM
ejpam-7150	116	90	6	6	NUM
ejpam-7150	116	91	%	%	NOUN
ejpam-7150	116	92	228	228	NUM
ejpam-7150	116	93	23	23	NUM
ejpam-7150	116	94	%	%	NOUN
ejpam-7150	116	95	north	north	NOUN
ejpam-7150	116	96	darfor	darfor	ADP
ejpam-7150	116	97	1243	1243	NUM
ejpam-7150	116	98	7	7	NUM
ejpam-7150	116	99	%	%	NOUN
ejpam-7150	116	100	776	776	NUM
ejpam-7150	116	101	62	62	NUM
ejpam-7150	116	102	%	%	NOUN
ejpam-7150	116	103	west	west	NOUN
ejpam-7150	116	104	darfor	darfor	VERB
ejpam-7150	116	105	553	553	NUM
ejpam-7150	116	106	3	3	NUM
ejpam-7150	116	107	%	%	NOUN
ejpam-7150	116	108	261	261	NUM
ejpam-7150	116	109	47	47	NUM
ejpam-7150	116	110	%	%	NOUN
ejpam-7150	116	111	south	south	NOUN
ejpam-7150	116	112	darfor	darfor	ADP
ejpam-7150	116	113	1282	1282	NUM
ejpam-7150	116	114	8	8	NUM
ejpam-7150	116	115	%	%	NOUN
ejpam-7150	116	116	220	220	NUM
ejpam-7150	116	117	17	17	NUM
ejpam-7150	116	118	%	%	NOUN
ejpam-7150	116	119	central	central	ADJ
ejpam-7150	116	120	darfor	darfor	VERB
ejpam-7150	116	121	299	299	NUM
ejpam-7150	116	122	2	2	NUM
ejpam-7150	116	123	%	%	NOUN
ejpam-7150	116	124	279	279	NUM
ejpam-7150	116	125	93	93	NUM
ejpam-7150	116	126	%	%	NOUN
ejpam-7150	116	127	east	east	NOUN
ejpam-7150	116	128	darfor	darfor	VERB
ejpam-7150	116	129	508	508	NUM
ejpam-7150	116	130	3	3	NUM
ejpam-7150	116	131	%	%	NOUN
ejpam-7150	116	132	42	42	NUM
ejpam-7150	116	133	8	8	NUM
ejpam-7150	116	134	%	%	NOUN
ejpam-7150	116	135	number	number	NOUN
ejpam-7150	116	136	of	of	ADP
ejpam-7150	116	137	household	household	NOUN
ejpam-7150	116	138	members	member	NOUN
ejpam-7150	116	139	1–3	1–3	PROPN
ejpam-7150	116	140	3343	3343	NUM
ejpam-7150	116	141	20	20	NUM
ejpam-7150	116	142	%	%	NOUN
ejpam-7150	116	143	1242	1242	NUM
ejpam-7150	116	144	37	37	NUM
ejpam-7150	116	145	%	%	NOUN
ejpam-7150	116	146	25.201	25.201	NUM
ejpam-7150	116	147	<	<	NOUN
ejpam-7150	116	148	0.0014–6	0.0014–6	NUM
ejpam-7150	116	149	7037	7037	NUM
ejpam-7150	116	150	42	42	NUM
ejpam-7150	116	151	%	%	NOUN
ejpam-7150	116	152	2924	2924	NUM
ejpam-7150	116	153	42	42	NUM
ejpam-7150	116	154	%	%	NOUN
ejpam-7150	116	155	7	7	NUM
ejpam-7150	116	156	&	&	CCONJ
ejpam-7150	116	157	more	more	ADJ
ejpam-7150	116	158	6420	6420	NUM
ejpam-7150	116	159	38	38	NUM
ejpam-7150	116	160	%	%	NOUN
ejpam-7150	116	161	2710	2710	NUM
ejpam-7150	116	162	42	42	NUM
ejpam-7150	116	163	%	%	NOUN
ejpam-7150	116	164	wealth	wealth	NOUN
ejpam-7150	116	165	index	index	NOUN
ejpam-7150	116	166	quintile	quintile	NOUN
ejpam-7150	116	167	poorest	poor	ADJ
ejpam-7150	116	168	3368	3368	NUM
ejpam-7150	116	169	20	20	NUM
ejpam-7150	116	170	%	%	NOUN
ejpam-7150	116	171	784	784	NUM
ejpam-7150	116	172	23	23	NUM
ejpam-7150	116	173	%	%	NOUN
ejpam-7150	116	174	1861.534	1861.534	NUM
ejpam-7150	116	175	<	<	X
ejpam-7150	116	176	0.001	0.001	NUM
ejpam-7150	116	177	second	second	ADJ
ejpam-7150	116	178	3592	3592	NUM
ejpam-7150	116	179	21	21	NUM
ejpam-7150	116	180	%	%	NOUN
ejpam-7150	116	181	1099	1099	NUM
ejpam-7150	116	182	31	31	NUM
ejpam-7150	116	183	%	%	NOUN
ejpam-7150	116	184	middle	middle	NOUN
ejpam-7150	116	185	3339	3339	NUM
ejpam-7150	116	186	20	20	NUM
ejpam-7150	116	187	%	%	NOUN
ejpam-7150	116	188	1258	1258	NUM
ejpam-7150	116	189	38	38	NUM
ejpam-7150	116	190	%	%	NOUN
ejpam-7150	116	191	fourth	fourth	ADJ
ejpam-7150	116	192	3209	3209	NUM
ejpam-7150	116	193	19	19	NUM
ejpam-7150	116	194	%	%	NOUN
ejpam-7150	116	195	1390	1390	NUM
ejpam-7150	116	196	43	43	NUM
ejpam-7150	116	197	%	%	NOUN
ejpam-7150	116	198	richest	rich	ADJ
ejpam-7150	116	199	3293	3293	NUM
ejpam-7150	116	200	20	20	NUM
ejpam-7150	116	201	%	%	NOUN
ejpam-7150	116	202	2344	2344	NUM
ejpam-7150	116	203	71	71	NUM
ejpam-7150	116	204	%	%	NOUN
ejpam-7150	116	205	3.2	3.2	NUM
ejpam-7150	116	206	.	.	PUNCT
ejpam-7150	117	1	slr	slr	X
ejpam-7150	117	2	versus	versus	ADP
ejpam-7150	117	3	fpr	fpr	NOUN
ejpam-7150	117	4	:	:	PUNCT
ejpam-7150	117	5	resolving	resolve	VERB
ejpam-7150	117	6	sparse	sparse	ADJ
ejpam-7150	117	7	-	-	PUNCT
ejpam-7150	117	8	data	data	NOUN
ejpam-7150	117	9	instability	instability	NOUN
ejpam-7150	117	10	.	.	PUNCT
ejpam-7150	118	1	table	table	NOUN
ejpam-7150	118	2	2	2	NUM
ejpam-7150	118	3	compares	compare	NOUN
ejpam-7150	118	4	results	result	NOUN
ejpam-7150	118	5	from	from	ADP
ejpam-7150	118	6	slr	slr	NOUN
ejpam-7150	118	7	and	and	CCONJ
ejpam-7150	118	8	fplr	fplr	NOUN
ejpam-7150	118	9	,	,	PUNCT
ejpam-7150	118	10	focusing	focus	VERB
ejpam-7150	118	11	on	on	ADP
ejpam-7150	118	12	the	the	DET
ejpam-7150	118	13	problem	problem	NOUN
ejpam-7150	118	14	of	of	ADP
ejpam-7150	118	15	inflated	inflated	ADJ
ejpam-7150	118	16	ors	or	NOUN
ejpam-7150	118	17	caused	cause	VERB
ejpam-7150	118	18	by	by	ADP
ejpam-7150	118	19	sparse	sparse	ADJ
ejpam-7150	118	20	data	datum	NOUN
ejpam-7150	118	21	.	.	PUNCT
ejpam-7150	119	1	compared	compare	VERB
ejpam-7150	119	2	with	with	ADP
ejpam-7150	119	3	slr	slr	NOUN
ejpam-7150	119	4	,	,	PUNCT
ejpam-7150	119	5	fplr	fplr	NOUN
ejpam-7150	119	6	consistently	consistently	ADV
ejpam-7150	119	7	reduced	reduce	VERB
ejpam-7150	119	8	extreme	extreme	ADJ
ejpam-7150	119	9	z.	z.	PROPN
ejpam-7150	119	10	m.	m.	PROPN
ejpam-7150	119	11	s.	s.	PROPN
ejpam-7150	119	12	mohammed	mohammed	PROPN
ejpam-7150	119	13	et	et	PROPN
ejpam-7150	119	14	al	al	PROPN
ejpam-7150	119	15	.	.	PUNCT
ejpam-7150	119	16	/	/	SYM
ejpam-7150	119	17	eur	eur	PROPN
ejpam-7150	119	18	.	.	PUNCT
ejpam-7150	120	1	j.	j.	PROPN
ejpam-7150	120	2	pure	pure	PROPN
ejpam-7150	120	3	appl	appl	PROPN
ejpam-7150	120	4	.	.	PROPN
ejpam-7150	120	5	math	math	PROPN
ejpam-7150	120	6	,	,	PUNCT
ejpam-7150	120	7	18	18	NUM
ejpam-7150	120	8	(	(	PUNCT
ejpam-7150	120	9	4	4	NUM
ejpam-7150	120	10	)	)	PUNCT
ejpam-7150	120	11	(	(	PUNCT
ejpam-7150	120	12	2025	2025	NUM
ejpam-7150	120	13	)	)	PUNCT
ejpam-7150	120	14	,	,	PUNCT
ejpam-7150	120	15	7150	7150	NUM
ejpam-7150	120	16	8	8	NUM
ejpam-7150	120	17	of	of	ADP
ejpam-7150	120	18	15	15	NUM
ejpam-7150	120	19	ors	or	NOUN
ejpam-7150	120	20	in	in	ADP
ejpam-7150	120	21	sparse	sparse	ADJ
ejpam-7150	120	22	states	state	NOUN
ejpam-7150	120	23	,	,	PUNCT
ejpam-7150	120	24	often	often	ADV
ejpam-7150	120	25	by	by	ADP
ejpam-7150	120	26	20–80	20–80	NUM
ejpam-7150	120	27	%	%	NOUN
ejpam-7150	120	28	.	.	PUNCT
ejpam-7150	121	1	for	for	ADP
ejpam-7150	121	2	example	example	NOUN
ejpam-7150	121	3	,	,	PUNCT
ejpam-7150	121	4	central	central	ADJ
ejpam-7150	121	5	darfur	darfur	NOUN
ejpam-7150	121	6	’s	’s	PART
ejpam-7150	121	7	estimate	estimate	NOUN
ejpam-7150	121	8	declined	decline	VERB
ejpam-7150	121	9	from	from	ADP
ejpam-7150	121	10	153.2	153.2	NUM
ejpam-7150	121	11	(	(	PUNCT
ejpam-7150	121	12	slr	slr	NOUN
ejpam-7150	121	13	)	)	PUNCT
ejpam-7150	121	14	to	to	ADP
ejpam-7150	121	15	143.0	143.0	NUM
ejpam-7150	121	16	(	(	PUNCT
ejpam-7150	121	17	fplr	fplr	NOUN
ejpam-7150	121	18	)	)	PUNCT
ejpam-7150	121	19	,	,	PUNCT
ejpam-7150	121	20	while	while	SCONJ
ejpam-7150	121	21	river	river	PROPN
ejpam-7150	121	22	nile	nile	PROPN
ejpam-7150	121	23	fell	fall	VERB
ejpam-7150	121	24	from	from	ADP
ejpam-7150	121	25	20.0	20.0	NUM
ejpam-7150	121	26	to	to	ADP
ejpam-7150	121	27	7.5	7.5	NUM
ejpam-7150	121	28	.	.	PUNCT
ejpam-7150	122	1	similarly	similarly	ADV
ejpam-7150	122	2	,	,	PUNCT
ejpam-7150	122	3	khartoum	khartoum	PROPN
ejpam-7150	122	4	dropped	drop	VERB
ejpam-7150	122	5	from	from	ADP
ejpam-7150	122	6	12.4	12.4	NUM
ejpam-7150	122	7	to	to	ADP
ejpam-7150	122	8	2.8	2.8	NUM
ejpam-7150	122	9	.	.	PUNCT
ejpam-7150	123	1	these	these	DET
ejpam-7150	123	2	reductions	reduction	NOUN
ejpam-7150	123	3	confirm	confirm	VERB
ejpam-7150	123	4	that	that	SCONJ
ejpam-7150	123	5	penalization	penalization	NOUN
ejpam-7150	123	6	shrinks	shrink	VERB
ejpam-7150	123	7	inflated	inflated	ADJ
ejpam-7150	123	8	estimates	estimate	NOUN
ejpam-7150	123	9	toward	toward	ADP
ejpam-7150	123	10	more	more	ADV
ejpam-7150	123	11	plausible	plausible	ADJ
ejpam-7150	123	12	values	value	NOUN
ejpam-7150	123	13	while	while	SCONJ
ejpam-7150	123	14	narrowing	narrow	VERB
ejpam-7150	123	15	cis	cis	NOUN
ejpam-7150	123	16	.	.	PUNCT
ejpam-7150	124	1	education	education	NOUN
ejpam-7150	124	2	and	and	CCONJ
ejpam-7150	124	3	wealth	wealth	NOUN
ejpam-7150	124	4	gradients	gradient	NOUN
ejpam-7150	124	5	showed	show	VERB
ejpam-7150	124	6	a	a	DET
ejpam-7150	124	7	similar	similar	ADJ
ejpam-7150	124	8	pattern	pattern	NOUN
ejpam-7150	124	9	:	:	PUNCT
ejpam-7150	124	10	for	for	ADP
ejpam-7150	124	11	higher	high	ADJ
ejpam-7150	124	12	education	education	NOUN
ejpam-7150	124	13	,	,	PUNCT
ejpam-7150	124	14	the	the	PRON
ejpam-7150	124	15	or	or	CCONJ
ejpam-7150	124	16	fell	fall	VERB
ejpam-7150	124	17	from	from	ADP
ejpam-7150	124	18	3.71	3.71	NUM
ejpam-7150	124	19	(	(	PUNCT
ejpam-7150	124	20	slr	slr	NOUN
ejpam-7150	124	21	)	)	PUNCT
ejpam-7150	124	22	to	to	ADP
ejpam-7150	124	23	1.37	1.37	NUM
ejpam-7150	124	24	(	(	PUNCT
ejpam-7150	124	25	fplr	fplr	NOUN
ejpam-7150	124	26	)	)	PUNCT
ejpam-7150	124	27	,	,	PUNCT
ejpam-7150	124	28	illustrating	illustrate	VERB
ejpam-7150	124	29	that	that	SCONJ
ejpam-7150	124	30	much	much	ADJ
ejpam-7150	124	31	of	of	ADP
ejpam-7150	124	32	the	the	DET
ejpam-7150	124	33	inflation	inflation	NOUN
ejpam-7150	124	34	observed	observe	VERB
ejpam-7150	124	35	in	in	ADP
ejpam-7150	124	36	the	the	DET
ejpam-7150	124	37	survey	survey	NOUN
ejpam-7150	124	38	model	model	NOUN
ejpam-7150	124	39	was	be	AUX
ejpam-7150	124	40	corrected	correct	VERB
ejpam-7150	124	41	.	.	PUNCT
ejpam-7150	125	1	similarly	similarly	ADV
ejpam-7150	125	2	,	,	PUNCT
ejpam-7150	125	3	river	river	NOUN
ejpam-7150	125	4	nile	nile	PROPN
ejpam-7150	125	5	decreases	decrease	VERB
ejpam-7150	125	6	from	from	ADP
ejpam-7150	125	7	20.00	20.00	NUM
ejpam-7150	125	8	to	to	ADP
ejpam-7150	125	9	7.54	7.54	NUM
ejpam-7150	125	10	,	,	PUNCT
ejpam-7150	125	11	and	and	CCONJ
ejpam-7150	125	12	khartoum	khartoum	PROPN
ejpam-7150	125	13	from	from	ADP
ejpam-7150	125	14	12.41	12.41	NUM
ejpam-7150	125	15	to	to	ADP
ejpam-7150	125	16	2.80	2.80	NUM
ejpam-7150	125	17	.	.	PUNCT
ejpam-7150	126	1	these	these	DET
ejpam-7150	126	2	results	result	NOUN
ejpam-7150	126	3	illustrate	illustrate	VERB
ejpam-7150	126	4	how	how	SCONJ
ejpam-7150	126	5	penalization	penalization	NOUN
ejpam-7150	126	6	narrows	narrow	VERB
ejpam-7150	126	7	cis	cis	NOUN
ejpam-7150	126	8	and	and	CCONJ
ejpam-7150	126	9	produces	produce	VERB
ejpam-7150	126	10	more	more	ADV
ejpam-7150	126	11	stable	stable	ADJ
ejpam-7150	126	12	estimates	estimate	NOUN
ejpam-7150	126	13	,	,	PUNCT
ejpam-7150	126	14	particularly	particularly	ADV
ejpam-7150	126	15	in	in	ADP
ejpam-7150	126	16	categories	category	NOUN
ejpam-7150	126	17	with	with	ADP
ejpam-7150	126	18	limited	limited	ADJ
ejpam-7150	126	19	observations	observation	NOUN
ejpam-7150	126	20	.	.	PUNCT
ejpam-7150	127	1	importantly	importantly	ADV
ejpam-7150	127	2	,	,	PUNCT
ejpam-7150	127	3	while	while	SCONJ
ejpam-7150	127	4	fplr	fplr	NOUN
ejpam-7150	127	5	reduces	reduce	VERB
ejpam-7150	127	6	extreme	extreme	ADJ
ejpam-7150	127	7	values	value	NOUN
ejpam-7150	127	8	,	,	PUNCT
ejpam-7150	127	9	some	some	DET
ejpam-7150	127	10	odds	odd	NOUN
ejpam-7150	127	11	ratios	ratio	NOUN
ejpam-7150	127	12	remain	remain	VERB
ejpam-7150	127	13	high	high	ADJ
ejpam-7150	127	14	(	(	PUNCT
ejpam-7150	127	15	e.g.	e.g.	ADV
ejpam-7150	127	16	,	,	PUNCT
ejpam-7150	127	17	north	north	NOUN
ejpam-7150	127	18	darfur	darfur	PROPN
ejpam-7150	127	19	or=22.91	or=22.91	NOUN
ejpam-7150	127	20	,	,	PUNCT
ejpam-7150	127	21	south	south	PROPN
ejpam-7150	127	22	kordofan	kordofan	NOUN
ejpam-7150	127	23	or=10.03	or=10.03	PROPN
ejpam-7150	127	24	)	)	PUNCT
ejpam-7150	127	25	,	,	PUNCT
ejpam-7150	127	26	reflecting	reflect	VERB
ejpam-7150	127	27	persistent	persistent	ADJ
ejpam-7150	127	28	sparse	sparse	ADJ
ejpam-7150	127	29	-	-	PUNCT
ejpam-7150	127	30	data	data	NOUN
ejpam-7150	127	31	challenges	challenge	NOUN
ejpam-7150	127	32	.	.	PUNCT
ejpam-7150	128	1	education	education	NOUN
ejpam-7150	128	2	and	and	CCONJ
ejpam-7150	128	3	wealth	wealth	NOUN
ejpam-7150	128	4	variables	variable	NOUN
ejpam-7150	128	5	also	also	ADV
ejpam-7150	128	6	demonstrate	demonstrate	VERB
ejpam-7150	128	7	this	this	DET
ejpam-7150	128	8	pattern	pattern	NOUN
ejpam-7150	128	9	.	.	PUNCT
ejpam-7150	129	1	for	for	ADP
ejpam-7150	129	2	instance	instance	NOUN
ejpam-7150	129	3	,	,	PUNCT
ejpam-7150	129	4	the	the	DET
ejpam-7150	129	5	“	"	PUNCT
ejpam-7150	129	6	higher	high	ADJ
ejpam-7150	129	7	education	education	NOUN
ejpam-7150	129	8	”	"	PUNCT
ejpam-7150	129	9	category	category	NOUN
ejpam-7150	129	10	shows	show	VERB
ejpam-7150	129	11	a	a	DET
ejpam-7150	129	12	sharp	sharp	ADJ
ejpam-7150	129	13	reduction	reduction	NOUN
ejpam-7150	129	14	:	:	PUNCT
ejpam-7150	129	15	or=3.71	or=3.71	PROPN
ejpam-7150	129	16	in	in	ADP
ejpam-7150	129	17	the	the	DET
ejpam-7150	129	18	unadjusted	unadjusted	ADJ
ejpam-7150	129	19	survey	survey	NOUN
ejpam-7150	129	20	model	model	NOUN
ejpam-7150	129	21	,	,	PUNCT
ejpam-7150	129	22	but	but	CCONJ
ejpam-7150	129	23	only	only	ADV
ejpam-7150	129	24	1.37	1.37	NUM
ejpam-7150	129	25	(	(	PUNCT
ejpam-7150	129	26	95	95	NUM
ejpam-7150	129	27	%	%	NOUN
ejpam-7150	129	28	ci	ci	NOUN
ejpam-7150	129	29	:	:	PUNCT
ejpam-7150	129	30	1.15–1.64	1.15–1.64	NUM
ejpam-7150	129	31	)	)	PUNCT
ejpam-7150	129	32	with	with	ADP
ejpam-7150	129	33	firth	firth	PROPN
ejpam-7150	129	34	’s	’s	PART
ejpam-7150	129	35	penalization	penalization	NOUN
ejpam-7150	129	36	.	.	PUNCT
ejpam-7150	130	1	similarly	similarly	ADV
ejpam-7150	130	2	,	,	PUNCT
ejpam-7150	130	3	the	the	DET
ejpam-7150	130	4	richest	rich	ADJ
ejpam-7150	130	5	wealth	wealth	NOUN
ejpam-7150	130	6	quintile	quintile	NOUN
ejpam-7150	130	7	decreases	decrease	VERB
ejpam-7150	130	8	from	from	ADP
ejpam-7150	130	9	or=8.14	or=8.14	PROPN
ejpam-7150	130	10	(	(	PUNCT
ejpam-7150	130	11	survey	survey	NOUN
ejpam-7150	130	12	)	)	PUNCT
ejpam-7150	130	13	to	to	PART
ejpam-7150	130	14	or=11.74	or=11.74	VERB
ejpam-7150	130	15	(	(	PUNCT
ejpam-7150	130	16	95	95	NUM
ejpam-7150	130	17	%	%	NOUN
ejpam-7150	130	18	ci	ci	NOUN
ejpam-7150	130	19	:	:	PUNCT
ejpam-7150	130	20	9.64–14.32	9.64–14.32	NUM
ejpam-7150	130	21	)	)	PUNCT
ejpam-7150	130	22	in	in	ADP
ejpam-7150	130	23	the	the	DET
ejpam-7150	130	24	fplr	fplr	ADJ
ejpam-7150	130	25	model	model	NOUN
ejpam-7150	130	26	,	,	PUNCT
ejpam-7150	130	27	still	still	ADV
ejpam-7150	130	28	indicating	indicate	VERB
ejpam-7150	130	29	strong	strong	ADJ
ejpam-7150	130	30	inequality	inequality	NOUN
ejpam-7150	130	31	but	but	CCONJ
ejpam-7150	130	32	with	with	ADP
ejpam-7150	130	33	more	more	ADV
ejpam-7150	130	34	controlled	control	VERB
ejpam-7150	130	35	inflation	inflation	NOUN
ejpam-7150	130	36	.	.	PUNCT
ejpam-7150	131	1	overall	overall	ADV
ejpam-7150	131	2	,	,	PUNCT
ejpam-7150	131	3	these	these	DET
ejpam-7150	131	4	findings	finding	NOUN
ejpam-7150	131	5	confirm	confirm	VERB
ejpam-7150	131	6	that	that	PRON
ejpam-7150	131	7	fplr	fplr	NOUN
ejpam-7150	131	8	reduces	reduce	VERB
ejpam-7150	131	9	inflation	inflation	NOUN
ejpam-7150	131	10	and	and	CCONJ
ejpam-7150	131	11	improves	improve	VERB
ejpam-7150	131	12	precision	precision	NOUN
ejpam-7150	131	13	,	,	PUNCT
ejpam-7150	131	14	but	but	CCONJ
ejpam-7150	131	15	because	because	SCONJ
ejpam-7150	131	16	residual	residual	ADJ
ejpam-7150	131	17	instability	instability	NOUN
ejpam-7150	131	18	persists	persist	VERB
ejpam-7150	131	19	,	,	PUNCT
ejpam-7150	131	20	the	the	DET
ejpam-7150	131	21	next	next	ADJ
ejpam-7150	131	22	step	step	NOUN
ejpam-7150	131	23	involved	involve	VERB
ejpam-7150	131	24	collapsing	collapse	VERB
ejpam-7150	131	25	and	and	CCONJ
ejpam-7150	131	26	regrouping	regroup	VERB
ejpam-7150	131	27	states	state	NOUN
ejpam-7150	131	28	into	into	ADP
ejpam-7150	131	29	broader	broad	ADJ
ejpam-7150	131	30	regions	region	NOUN
ejpam-7150	131	31	to	to	PART
ejpam-7150	131	32	further	far	ADV
ejpam-7150	131	33	stabilize	stabilize	VERB
ejpam-7150	131	34	the	the	DET
ejpam-7150	131	35	estimates	estimate	NOUN
ejpam-7150	131	36	.	.	PUNCT
ejpam-7150	132	1	z.	z.	PROPN
ejpam-7150	132	2	m.	m.	PROPN
ejpam-7150	132	3	s.	s.	PROPN
ejpam-7150	132	4	mohammed	mohammed	PROPN
ejpam-7150	132	5	et	et	PROPN
ejpam-7150	132	6	al	al	PROPN
ejpam-7150	132	7	.	.	PUNCT
ejpam-7150	132	8	/	/	SYM
ejpam-7150	132	9	eur	eur	PROPN
ejpam-7150	132	10	.	.	PUNCT
ejpam-7150	133	1	j.	j.	PROPN
ejpam-7150	133	2	pure	pure	PROPN
ejpam-7150	133	3	appl	appl	PROPN
ejpam-7150	133	4	.	.	PROPN
ejpam-7150	133	5	math	math	PROPN
ejpam-7150	133	6	,	,	PUNCT
ejpam-7150	133	7	18	18	NUM
ejpam-7150	133	8	(	(	PUNCT
ejpam-7150	133	9	4	4	NUM
ejpam-7150	133	10	)	)	PUNCT
ejpam-7150	133	11	(	(	PUNCT
ejpam-7150	133	12	2025	2025	NUM
ejpam-7150	133	13	)	)	PUNCT
ejpam-7150	133	14	,	,	PUNCT
ejpam-7150	133	15	7150	7150	NUM
ejpam-7150	133	16	9	9	NUM
ejpam-7150	133	17	of	of	ADP
ejpam-7150	133	18	15	15	NUM
ejpam-7150	133	19	table	table	NOUN
ejpam-7150	133	20	2	2	NUM
ejpam-7150	133	21	:	:	PUNCT
ejpam-7150	133	22	slr	slr	VERB
ejpam-7150	133	23	with	with	ADP
ejpam-7150	133	24	fplr	fplr	NOUN
ejpam-7150	133	25	to	to	PART
ejpam-7150	133	26	address	address	VERB
ejpam-7150	133	27	inflated	inflated	ADJ
ejpam-7150	133	28	ors	or	NOUN
ejpam-7150	133	29	.	.	PUNCT
ejpam-7150	134	1	variables	variable	NOUN
ejpam-7150	134	2	category	category	NOUN
ejpam-7150	134	3	slr	slr	PROPN
ejpam-7150	134	4	fplr	fplr	NOUN
ejpam-7150	134	5	unadjusted	unadjuste	VERB
ejpam-7150	134	6	prevalence	prevalence	NOUN
ejpam-7150	134	7	or	or	CCONJ
ejpam-7150	134	8	(	(	PUNCT
ejpam-7150	134	9	upor	upor	NOUN
ejpam-7150	134	10	)	)	PUNCT
ejpam-7150	134	11	adjusted	adjusted	ADJ
ejpam-7150	134	12	prevalence	prevalence	NOUN
ejpam-7150	134	13	or	or	CCONJ
ejpam-7150	134	14	(	(	PUNCT
ejpam-7150	134	15	apor	apor	ADJ
ejpam-7150	134	16	)	)	PUNCT
ejpam-7150	134	17	adjusted	adjusted	ADJ
ejpam-7150	134	18	prevalence	prevalence	NOUN
ejpam-7150	134	19	or	or	CCONJ
ejpam-7150	134	20	(	(	PUNCT
ejpam-7150	134	21	apor	apor	ADJ
ejpam-7150	134	22	)	)	PUNCT
ejpam-7150	134	23	or	or	CCONJ
ejpam-7150	134	24	95	95	NUM
ejpam-7150	134	25	%	%	NOUN
ejpam-7150	134	26	ci	ci	NOUN
ejpam-7150	134	27	or	or	CCONJ
ejpam-7150	134	28	95	95	NUM
ejpam-7150	134	29	%	%	NOUN
ejpam-7150	134	30	ci	ci	NOUN
ejpam-7150	134	31	or	or	CCONJ
ejpam-7150	134	32	95	95	NUM
ejpam-7150	134	33	%	%	NOUN
ejpam-7150	134	34	ci	ci	NOUN
ejpam-7150	134	35	lower	low	ADJ
ejpam-7150	134	36	upper	upper	ADJ
ejpam-7150	134	37	lower	low	ADJ
ejpam-7150	134	38	upper	upper	ADJ
ejpam-7150	134	39	lower	low	ADJ
ejpam-7150	134	40	upper	upper	ADJ
ejpam-7150	134	41	education	education	NOUN
ejpam-7150	134	42	of	of	ADP
ejpam-7150	134	43	household	household	NOUN
ejpam-7150	134	44	head	head	NOUN
ejpam-7150	134	45	primary	primary	ADJ
ejpam-7150	134	46	1.25	1.25	NUM
ejpam-7150	134	47	*	*	PUNCT
ejpam-7150	134	48	*	*	PUNCT
ejpam-7150	134	49	*	*	PUNCT
ejpam-7150	134	50	1.09	1.09	NUM
ejpam-7150	134	51	1.43	1.43	NUM
ejpam-7150	134	52	0.91	0.91	NUM
ejpam-7150	134	53	*	*	PUNCT
ejpam-7150	134	54	*	*	PUNCT
ejpam-7150	134	55	*	*	PUNCT
ejpam-7150	134	56	0.80	0.80	NUM
ejpam-7150	134	57	1.05	1.05	NUM
ejpam-7150	134	58	0.96	0.96	NUM
ejpam-7150	134	59	0.87	0.87	NUM
ejpam-7150	134	60	1.05	1.05	NUM
ejpam-7150	134	61	secondary	secondary	ADJ
ejpam-7150	134	62	2.15	2.15	NUM
ejpam-7150	134	63	*	*	PUNCT
ejpam-7150	134	64	*	*	PUNCT
ejpam-7150	134	65	*	*	PUNCT
ejpam-7150	134	66	1.78	1.78	NUM
ejpam-7150	134	67	2.59	2.59	NUM
ejpam-7150	134	68	1.10	1.10	NUM
ejpam-7150	134	69	*	*	PUNCT
ejpam-7150	134	70	*	*	PUNCT
ejpam-7150	134	71	*	*	PUNCT
ejpam-7150	134	72	0.92	0.92	NUM
ejpam-7150	134	73	1.30	1.30	NUM
ejpam-7150	134	74	1.14	1.14	NUM
ejpam-7150	134	75	*	*	PUNCT
ejpam-7150	134	76	*	*	PUNCT
ejpam-7150	134	77	*	*	PUNCT
ejpam-7150	134	78	1.02	1.02	NUM
ejpam-7150	134	79	1.27	1.27	NUM
ejpam-7150	134	80	higher	high	ADJ
ejpam-7150	134	81	3.71	3.71	NUM
ejpam-7150	134	82	*	*	PUNCT
ejpam-7150	134	83	*	*	PUNCT
ejpam-7150	134	84	*	*	PUNCT
ejpam-7150	134	85	2.82	2.82	NUM
ejpam-7150	134	86	4.87	4.87	NUM
ejpam-7150	134	87	1.48	1.48	NUM
ejpam-7150	134	88	*	*	NUM
ejpam-7150	134	89	1.14	1.14	NUM
ejpam-7150	134	90	1.93	1.93	NUM
ejpam-7150	134	91	1.37	1.37	NUM
ejpam-7150	134	92	*	*	NUM
ejpam-7150	134	93	1.15	1.15	NUM
ejpam-7150	134	94	1.64	1.64	NUM
ejpam-7150	134	95	none	none	NOUN
ejpam-7150	134	96	1	1	NUM
ejpam-7150	134	97	1	1	NUM
ejpam-7150	134	98	1	1	NUM
ejpam-7150	134	99	area	area	NOUN
ejpam-7150	134	100	urban	urban	ADJ
ejpam-7150	134	101	1.45	1.45	NUM
ejpam-7150	134	102	*	*	SYM
ejpam-7150	134	103	1.08	1.08	NUM
ejpam-7150	134	104	1.95	1.95	NUM
ejpam-7150	134	105	0.88	0.88	NUM
ejpam-7150	134	106	0.62	0.62	NUM
ejpam-7150	134	107	1.23	1.23	NUM
ejpam-7150	134	108	0.909	0.909	NUM
ejpam-7150	134	109	0.82	0.82	NUM
ejpam-7150	134	110	1.008	1.008	NUM
ejpam-7150	134	111	rural	rural	ADJ
ejpam-7150	134	112	1	1	NUM
ejpam-7150	134	113	1	1	NUM
ejpam-7150	134	114	1	1	NUM
ejpam-7150	134	115	state	state	NOUN
ejpam-7150	134	116	northern	northern	ADJ
ejpam-7150	134	117	10.14	10.14	NUM
ejpam-7150	134	118	*	*	PUNCT
ejpam-7150	134	119	*	*	PUNCT
ejpam-7150	134	120	*	*	PUNCT
ejpam-7150	134	121	5.40	5.40	NUM
ejpam-7150	134	122	19.05	19.05	NUM
ejpam-7150	134	123	2.33	2.33	NUM
ejpam-7150	134	124	*	*	PUNCT
ejpam-7150	134	125	1.17	1.17	NUM
ejpam-7150	134	126	4.65	4.65	NUM
ejpam-7150	134	127	2.69	2.69	NUM
ejpam-7150	134	128	*	*	PUNCT
ejpam-7150	134	129	*	*	PUNCT
ejpam-7150	134	130	*	*	PUNCT
ejpam-7150	134	131	2.02	2.02	NUM
ejpam-7150	134	132	3.60	3.60	NUM
ejpam-7150	134	133	river	river	NOUN
ejpam-7150	134	134	nile	nile	PROPN
ejpam-7150	134	135	20.00	20.00	NUM
ejpam-7150	134	136	*	*	PUNCT
ejpam-7150	134	137	*	*	PUNCT
ejpam-7150	134	138	*	*	PUNCT
ejpam-7150	134	139	10.40	10.40	NUM
ejpam-7150	134	140	38.46	38.46	NUM
ejpam-7150	134	141	6.19	6.19	NUM
ejpam-7150	134	142	*	*	PUNCT
ejpam-7150	134	143	*	*	PUNCT
ejpam-7150	134	144	*	*	PUNCT
ejpam-7150	134	145	3.20	3.20	NUM
ejpam-7150	134	146	11.98	11.98	NUM
ejpam-7150	134	147	7.54	7.54	NUM
ejpam-7150	134	148	*	*	PUNCT
ejpam-7150	134	149	*	*	PUNCT
ejpam-7150	134	150	*	*	PUNCT
ejpam-7150	134	151	5.69	5.69	NUM
ejpam-7150	134	152	10.07	10.07	NUM
ejpam-7150	134	153	red	red	ADJ
ejpam-7150	134	154	sea	sea	PROPN
ejpam-7150	134	155	2.07	2.07	NUM
ejpam-7150	134	156	*	*	SYM
ejpam-7150	134	157	1.02	1.02	NUM
ejpam-7150	134	158	4.23	4.23	NUM
ejpam-7150	134	159	0.91	0.91	NUM
ejpam-7150	134	160	0.51	0.51	NUM
ejpam-7150	134	161	1.63	1.63	NUM
ejpam-7150	134	162	0.81	0.81	NUM
ejpam-7150	134	163	0.60	0.60	NUM
ejpam-7150	134	164	1.10	1.10	NUM
ejpam-7150	134	165	kassala	kassala	NOUN
ejpam-7150	134	166	2.72	2.72	NUM
ejpam-7150	134	167	*	*	PUNCT
ejpam-7150	134	168	*	*	PUNCT
ejpam-7150	134	169	*	*	PUNCT
ejpam-7150	134	170	1.39	1.39	NUM
ejpam-7150	134	171	5.33	5.33	NUM
ejpam-7150	134	172	1.59	1.59	NUM
ejpam-7150	134	173	0.88	0.88	NUM
ejpam-7150	134	174	2.86	2.86	NUM
ejpam-7150	134	175	1.57	1.57	NUM
ejpam-7150	134	176	*	*	PUNCT
ejpam-7150	134	177	*	*	PUNCT
ejpam-7150	134	178	*	*	PUNCT
ejpam-7150	134	179	1.18	1.18	NUM
ejpam-7150	134	180	2.11	2.11	NUM
ejpam-7150	134	181	gadarif	gadarif	ADJ
ejpam-7150	134	182	0.22	0.22	NUM
ejpam-7150	134	183	*	*	PUNCT
ejpam-7150	134	184	*	*	PUNCT
ejpam-7150	134	185	*	*	PUNCT
ejpam-7150	134	186	0.10	0.10	NUM
ejpam-7150	134	187	0.50	0.50	NUM
ejpam-7150	134	188	0.14	0.14	NUM
ejpam-7150	134	189	*	*	PUNCT
ejpam-7150	134	190	*	*	PUNCT
ejpam-7150	134	191	*	*	PUNCT
ejpam-7150	134	192	0.06	0.06	NUM
ejpam-7150	134	193	0.29	0.29	NUM
ejpam-7150	134	194	0.16	0.16	NUM
ejpam-7150	134	195	*	*	PUNCT
ejpam-7150	134	196	*	*	PUNCT
ejpam-7150	134	197	*	*	PUNCT
ejpam-7150	134	198	0.09	0.09	NUM
ejpam-7150	134	199	0.25	0.25	NUM
ejpam-7150	134	200	khartoum	khartoum	PROPN
ejpam-7150	134	201	12.41	12.41	NUM
ejpam-7150	134	202	*	*	PUNCT
ejpam-7150	134	203	*	*	PUNCT
ejpam-7150	134	204	*	*	PUNCT
ejpam-7150	135	1	6.67	6.67	NUM
ejpam-7150	135	2	23.12	23.12	NUM
ejpam-7150	135	3	2.76	2.76	NUM
ejpam-7150	135	4	*	*	PUNCT
ejpam-7150	135	5	*	*	PUNCT
ejpam-7150	135	6	*	*	PUNCT
ejpam-7150	135	7	1.50	1.50	NUM
ejpam-7150	135	8	5.08	5.08	NUM
ejpam-7150	135	9	2.80	2.80	NUM
ejpam-7150	135	10	*	*	PUNCT
ejpam-7150	135	11	*	*	PUNCT
ejpam-7150	135	12	*	*	PUNCT
ejpam-7150	135	13	2.12	2.12	NUM
ejpam-7150	135	14	3.72	3.72	NUM
ejpam-7150	135	15	gezira	gezira	NOUN
ejpam-7150	135	16	14.80	14.80	NUM
ejpam-7150	135	17	*	*	PUNCT
ejpam-7150	135	18	*	*	PUNCT
ejpam-7150	135	19	*	*	PUNCT
ejpam-7150	135	20	8.00	8.00	NUM
ejpam-7150	135	21	27.39	27.39	NUM
ejpam-7150	135	22	5.20	5.20	NUM
ejpam-7150	135	23	*	*	PUNCT
ejpam-7150	135	24	*	*	PUNCT
ejpam-7150	135	25	*	*	PUNCT
ejpam-7150	135	26	2.71	2.71	NUM
ejpam-7150	135	27	9.99	9.99	NUM
ejpam-7150	135	28	3.99	3.99	NUM
ejpam-7150	135	29	*	*	PUNCT
ejpam-7150	135	30	*	*	PUNCT
ejpam-7150	135	31	*	*	PUNCT
ejpam-7150	135	32	3.03	3.03	NUM
ejpam-7150	135	33	5.31	5.31	NUM
ejpam-7150	135	34	white	white	ADJ
ejpam-7150	135	35	nile	nile	PROPN
ejpam-7150	135	36	10.90	10.90	NUM
ejpam-7150	135	37	*	*	PUNCT
ejpam-7150	135	38	*	*	PUNCT
ejpam-7150	135	39	*	*	PUNCT
ejpam-7150	135	40	5.71	5.71	NUM
ejpam-7150	135	41	20.78	20.78	NUM
ejpam-7150	135	42	5.56	5.56	NUM
ejpam-7150	135	43	*	*	PUNCT
ejpam-7150	135	44	*	*	PUNCT
ejpam-7150	135	45	*	*	PUNCT
ejpam-7150	135	46	2.90	2.90	NUM
ejpam-7150	135	47	10.66	10.66	NUM
ejpam-7150	135	48	5.27	5.27	NUM
ejpam-7150	135	49	*	*	PUNCT
ejpam-7150	135	50	*	*	PUNCT
ejpam-7150	135	51	*	*	PUNCT
ejpam-7150	135	52	4.02	4.02	NUM
ejpam-7150	135	53	6.97	6.97	NUM
ejpam-7150	135	54	sinnar	sinnar	NOUN
ejpam-7150	135	55	12.88	12.88	NUM
ejpam-7150	135	56	*	*	NOUN
ejpam-7150	135	57	*	*	PUNCT
ejpam-7150	135	58	*	*	PUNCT
ejpam-7150	135	59	7.47	7.47	NUM
ejpam-7150	135	60	22.23	22.23	NUM
ejpam-7150	135	61	6.34	6.34	NUM
ejpam-7150	135	62	*	*	PUNCT
ejpam-7150	135	63	*	*	PUNCT
ejpam-7150	135	64	*	*	PUNCT
ejpam-7150	135	65	3.56	3.56	NUM
ejpam-7150	135	66	11.30	11.30	NUM
ejpam-7150	135	67	5.91	5.91	NUM
ejpam-7150	135	68	*	*	PUNCT
ejpam-7150	135	69	*	*	PUNCT
ejpam-7150	135	70	*	*	PUNCT
ejpam-7150	135	71	4.51	4.51	NUM
ejpam-7150	135	72	7.81	7.81	NUM
ejpam-7150	135	73	blue	blue	PROPN
ejpam-7150	135	74	nile	nile	PROPN
ejpam-7150	135	75	12.08	12.08	NUM
ejpam-7150	135	76	*	*	PUNCT
ejpam-7150	135	77	*	*	PUNCT
ejpam-7150	135	78	*	*	PUNCT
ejpam-7150	135	79	6.76	6.76	NUM
ejpam-7150	135	80	21.59	21.59	NUM
ejpam-7150	135	81	7.18	7.18	NUM
ejpam-7150	135	82	*	*	PUNCT
ejpam-7150	135	83	*	*	PUNCT
ejpam-7150	135	84	*	*	PUNCT
ejpam-7150	135	85	3.83	3.83	NUM
ejpam-7150	135	86	13.46	13.46	NUM
ejpam-7150	135	87	5.89	5.89	NUM
ejpam-7150	135	88	*	*	PUNCT
ejpam-7150	135	89	*	*	PUNCT
ejpam-7150	135	90	*	*	PUNCT
ejpam-7150	135	91	4.51	4.51	NUM
ejpam-7150	135	92	7.77	7.77	NUM
ejpam-7150	135	93	north	north	NOUN
ejpam-7150	135	94	kordofan	kordofan	NOUN
ejpam-7150	135	95	0.40	0.40	NUM
ejpam-7150	135	96	*	*	SYM
ejpam-7150	135	97	0.18	0.18	NUM
ejpam-7150	135	98	0.88	0.88	NUM
ejpam-7150	135	99	0.31	0.31	NUM
ejpam-7150	135	100	*	*	PUNCT
ejpam-7150	135	101	*	*	PUNCT
ejpam-7150	135	102	*	*	PUNCT
ejpam-7150	135	103	0.16	0.16	NUM
ejpam-7150	135	104	0.60	0.60	NUM
ejpam-7150	135	105	0.32	0.32	NUM
ejpam-7150	135	106	*	*	PUNCT
ejpam-7150	135	107	*	*	PUNCT
ejpam-7150	135	108	*	*	PUNCT
ejpam-7150	135	109	0.21	0.21	NUM
ejpam-7150	135	110	0.48	0.48	NUM
ejpam-7150	135	111	south	south	PROPN
ejpam-7150	135	112	kordofan	kordofan	NOUN
ejpam-7150	135	113	17.66	17.66	NUM
ejpam-7150	135	114	*	*	PUNCT
ejpam-7150	135	115	*	*	PUNCT
ejpam-7150	135	116	*	*	PUNCT
ejpam-7150	135	117	9.86	9.86	NUM
ejpam-7150	135	118	31.64	31.64	NUM
ejpam-7150	135	119	14.28	14.28	NUM
ejpam-7150	135	120	*	*	PUNCT
ejpam-7150	135	121	*	*	PUNCT
ejpam-7150	135	122	*	*	PUNCT
ejpam-7150	135	123	7.84	7.84	NUM
ejpam-7150	135	124	25.99	25.99	NUM
ejpam-7150	135	125	10.02	10.02	NUM
ejpam-7150	135	126	*	*	PUNCT
ejpam-7150	135	127	*	*	PUNCT
ejpam-7150	135	128	*	*	PUNCT
ejpam-7150	135	129	7.71	7.71	NUM
ejpam-7150	135	130	13.15	13.15	NUM
ejpam-7150	135	131	west	west	PROPN
ejpam-7150	135	132	kordofan	kordofan	PROPN
ejpam-7150	136	1	3.24	3.24	NUM
ejpam-7150	136	2	*	*	PUNCT
ejpam-7150	136	3	*	*	PUNCT
ejpam-7150	136	4	*	*	PUNCT
ejpam-7150	136	5	1.91	1.91	NUM
ejpam-7150	136	6	5.50	5.50	NUM
ejpam-7150	136	7	3.42	3.42	NUM
ejpam-7150	136	8	*	*	PUNCT
ejpam-7150	136	9	*	*	PUNCT
ejpam-7150	136	10	*	*	PUNCT
ejpam-7150	136	11	2.05	2.05	NUM
ejpam-7150	136	12	5.71	5.71	NUM
ejpam-7150	136	13	3.69	3.69	NUM
ejpam-7150	136	14	*	*	PUNCT
ejpam-7150	136	15	*	*	PUNCT
ejpam-7150	136	16	*	*	PUNCT
ejpam-7150	136	17	2.81	2.81	NUM
ejpam-7150	136	18	4.88	4.88	NUM
ejpam-7150	136	19	north	north	NOUN
ejpam-7150	136	20	darfor	darfor	ADP
ejpam-7150	136	21	18.25	18.25	NUM
ejpam-7150	136	22	*	*	PUNCT
ejpam-7150	136	23	*	*	PUNCT
ejpam-7150	136	24	*	*	PUNCT
ejpam-7150	137	1	10.25	10.25	NUM
ejpam-7150	137	2	32.49	32.49	NUM
ejpam-7150	137	3	23.81	23.81	NUM
ejpam-7150	137	4	*	*	PUNCT
ejpam-7150	137	5	*	*	PUNCT
ejpam-7150	137	6	*	*	PUNCT
ejpam-7150	137	7	13.76	13.76	NUM
ejpam-7150	137	8	41.21	41.21	NUM
ejpam-7150	137	9	22.90	22.90	NUM
ejpam-7150	137	10	*	*	PUNCT
ejpam-7150	137	11	*	*	PUNCT
ejpam-7150	137	12	*	*	PUNCT
ejpam-7150	137	13	17.57	17.57	NUM
ejpam-7150	137	14	30.16	30.16	NUM
ejpam-7150	137	15	west	west	NOUN
ejpam-7150	137	16	darfor	darfor	VERB
ejpam-7150	137	17	9.79	9.79	NUM
ejpam-7150	137	18	*	*	NOUN
ejpam-7150	137	19	*	*	PUNCT
ejpam-7150	137	20	*	*	PUNCT
ejpam-7150	137	21	5.28	5.28	NUM
ejpam-7150	137	22	18.13	18.13	NUM
ejpam-7150	137	23	10.26	10.26	NUM
ejpam-7150	137	24	*	*	PUNCT
ejpam-7150	137	25	*	*	PUNCT
ejpam-7150	137	26	*	*	PUNCT
ejpam-7150	137	27	5.30	5.30	NUM
ejpam-7150	137	28	19.88	19.88	NUM
ejpam-7150	137	29	8.56	8.56	NUM
ejpam-7150	137	30	*	*	PUNCT
ejpam-7150	137	31	*	*	PUNCT
ejpam-7150	137	32	*	*	PUNCT
ejpam-7150	137	33	6.58	6.58	NUM
ejpam-7150	137	34	11.22	11.22	NUM
ejpam-7150	137	35	south	south	NOUN
ejpam-7150	137	36	darfor	darfor	ADP
ejpam-7150	137	37	2.28	2.28	NUM
ejpam-7150	137	38	*	*	NOUN
ejpam-7150	137	39	*	*	PUNCT
ejpam-7150	137	40	1.26	1.26	NUM
ejpam-7150	137	41	4.14	4.14	NUM
ejpam-7150	137	42	2.23	2.23	NUM
ejpam-7150	137	43	*	*	PUNCT
ejpam-7150	137	44	*	*	PUNCT
ejpam-7150	137	45	*	*	PUNCT
ejpam-7150	137	46	1.31	1.31	NUM
ejpam-7150	137	47	3.83	3.83	NUM
ejpam-7150	137	48	2.20	2.20	NUM
ejpam-7150	137	49	*	*	PUNCT
ejpam-7150	137	50	*	*	PUNCT
ejpam-7150	137	51	*	*	PUNCT
ejpam-7150	137	52	1.66	1.66	NUM
ejpam-7150	137	53	2.93	2.93	NUM
ejpam-7150	137	54	central	central	ADJ
ejpam-7150	137	55	darfor	darfor	VERB
ejpam-7150	137	56	153.19	153.19	NUM
ejpam-7150	137	57	*	*	NOUN
ejpam-7150	137	58	*	*	PUNCT
ejpam-7150	137	59	*	*	PUNCT
ejpam-7150	137	60	84.22	84.22	NUM
ejpam-7150	137	61	278.65	278.65	NUM
ejpam-7150	137	62	172.76	172.76	NUM
ejpam-7150	137	63	*	*	PUNCT
ejpam-7150	137	64	*	*	PUNCT
ejpam-7150	137	65	*	*	PUNCT
ejpam-7150	137	66	92.87	92.87	NUM
ejpam-7150	137	67	321.37	321.37	NUM
ejpam-7150	137	68	143.03	143.03	NUM
ejpam-7150	137	69	*	*	PUNCT
ejpam-7150	137	70	*	*	PUNCT
ejpam-7150	137	71	*	*	PUNCT
ejpam-7150	137	72	102.37	102.37	NUM
ejpam-7150	137	73	202.98	202.98	NUM
ejpam-7150	137	74	east	east	NOUN
ejpam-7150	137	75	darfor	darfor	VERB
ejpam-7150	137	76	1	1	NUM
ejpam-7150	137	77	1	1	NUM
ejpam-7150	137	78	1	1	NUM
ejpam-7150	137	79	number	number	NOUN
ejpam-7150	137	80	of	of	ADP
ejpam-7150	137	81	household	household	NOUN
ejpam-7150	137	82	members	member	NOUN
ejpam-7150	137	83	1–3	1–3	NOUN
ejpam-7150	137	84	0.81	0.81	NUM
ejpam-7150	137	85	*	*	PUNCT
ejpam-7150	137	86	*	*	PUNCT
ejpam-7150	137	87	*	*	PUNCT
ejpam-7150	137	88	0.70	0.70	NUM
ejpam-7150	137	89	0.93	0.93	NUM
ejpam-7150	137	90	0.91	0.91	NUM
ejpam-7150	137	91	0.78	0.78	NUM
ejpam-7150	137	92	1.07	1.07	NUM
ejpam-7150	137	93	0.95	0.95	NUM
ejpam-7150	137	94	0.86	0.86	NUM
ejpam-7150	137	95	1.05	1.05	NUM
ejpam-7150	137	96	4–6	4–6	NUM
ejpam-7150	137	97	0.97	0.97	NUM
ejpam-7150	137	98	0.89	0.89	NUM
ejpam-7150	137	99	1.06	1.06	NUM
ejpam-7150	137	100	1.00	1.00	NUM
ejpam-7150	137	101	0.90	0.90	NUM
ejpam-7150	137	102	1.12	1.12	NUM
ejpam-7150	137	103	0.99	0.99	NUM
ejpam-7150	137	104	0.91	0.91	NUM
ejpam-7150	137	105	1.08	1.08	NUM
ejpam-7150	137	106	7	7	NUM
ejpam-7150	137	107	&	&	CCONJ
ejpam-7150	137	108	more	more	ADJ
ejpam-7150	137	109	1	1	NUM
ejpam-7150	137	110	1	1	NUM
ejpam-7150	137	111	1	1	NUM
ejpam-7150	137	112	wealth	wealth	NOUN
ejpam-7150	137	113	index	index	NOUN
ejpam-7150	137	114	quintile	quintile	NOUN
ejpam-7150	137	115	second	second	ADJ
ejpam-7150	137	116	1.45	1.45	NUM
ejpam-7150	137	117	*	*	PUNCT
ejpam-7150	137	118	*	*	PUNCT
ejpam-7150	137	119	*	*	PUNCT
ejpam-7150	137	120	1.16	1.16	NUM
ejpam-7150	137	121	1.83	1.83	NUM
ejpam-7150	137	122	1.87	1.87	NUM
ejpam-7150	137	123	*	*	PUNCT
ejpam-7150	137	124	*	*	PUNCT
ejpam-7150	137	125	*	*	PUNCT
ejpam-7150	137	126	1.45	1.45	NUM
ejpam-7150	137	127	2.40	2.40	NUM
ejpam-7150	137	128	1.61	1.61	NUM
ejpam-7150	137	129	*	*	PUNCT
ejpam-7150	137	130	*	*	PUNCT
ejpam-7150	137	131	*	*	PUNCT
ejpam-7150	137	132	1.41	1.41	NUM
ejpam-7150	137	133	1.84	1.84	NUM
ejpam-7150	137	134	middle	middle	ADJ
ejpam-7150	137	135	1.99	1.99	NUM
ejpam-7150	137	136	*	*	PUNCT
ejpam-7150	137	137	*	*	PUNCT
ejpam-7150	137	138	*	*	PUNCT
ejpam-7150	137	139	1.47	1.47	NUM
ejpam-7150	137	140	2.70	2.70	NUM
ejpam-7150	137	141	3.22	3.22	NUM
ejpam-7150	137	142	*	*	PUNCT
ejpam-7150	137	143	*	*	PUNCT
ejpam-7150	137	144	*	*	PUNCT
ejpam-7150	137	145	2.28	2.28	NUM
ejpam-7150	137	146	4.56	4.56	NUM
ejpam-7150	137	147	2.71	2.71	NUM
ejpam-7150	137	148	*	*	PUNCT
ejpam-7150	137	149	*	*	PUNCT
ejpam-7150	137	150	*	*	PUNCT
ejpam-7150	137	151	2.33	2.33	NUM
ejpam-7150	137	152	3.15	3.15	NUM
ejpam-7150	137	153	fourth	fourth	ADJ
ejpam-7150	137	154	2.52	2.52	NUM
ejpam-7150	137	155	*	*	PUNCT
ejpam-7150	137	156	*	*	PUNCT
ejpam-7150	137	157	*	*	PUNCT
ejpam-7150	137	158	1.76	1.76	NUM
ejpam-7150	137	159	3.60	3.60	NUM
ejpam-7150	137	160	3.86	3.86	NUM
ejpam-7150	137	161	*	*	PUNCT
ejpam-7150	137	162	*	*	PUNCT
ejpam-7150	137	163	*	*	PUNCT
ejpam-7150	137	164	2.55	2.55	NUM
ejpam-7150	137	165	5.84	5.84	NUM
ejpam-7150	137	166	3.05	3.05	NUM
ejpam-7150	137	167	*	*	SYM
ejpam-7150	137	168	*	*	PROPN
ejpam-7150	137	169	2.57	2.57	NUM
ejpam-7150	137	170	3.63	3.63	NUM
ejpam-7150	137	171	richest	rich	ADJ
ejpam-7150	137	172	8.14	8.14	NUM
ejpam-7150	137	173	*	*	PUNCT
ejpam-7150	137	174	*	*	PUNCT
ejpam-7150	137	175	*	*	PUNCT
ejpam-7150	137	176	5.90	5.90	NUM
ejpam-7150	137	177	11.22	11.22	NUM
ejpam-7150	137	178	14.98	14.98	NUM
ejpam-7150	137	179	*	*	PUNCT
ejpam-7150	137	180	*	*	PUNCT
ejpam-7150	137	181	*	*	PUNCT
ejpam-7150	137	182	9.60	9.60	NUM
ejpam-7150	137	183	23.37	23.37	NUM
ejpam-7150	137	184	11.73	11.73	NUM
ejpam-7150	137	185	*	*	PUNCT
ejpam-7150	137	186	*	*	PUNCT
ejpam-7150	137	187	*	*	PUNCT
ejpam-7150	137	188	9.63	9.63	NUM
ejpam-7150	137	189	14.31	14.31	NUM
ejpam-7150	137	190	poorest	poor	ADJ
ejpam-7150	137	191	1	1	NUM
ejpam-7150	137	192	1	1	NUM
ejpam-7150	137	193	1	1	NUM
ejpam-7150	137	194	*	*	PUNCT
ejpam-7150	137	195	significant	significant	ADJ
ejpam-7150	137	196	at	at	ADP
ejpam-7150	137	197	0.05	0.05	NUM
ejpam-7150	137	198	,	,	PUNCT
ejpam-7150	137	199	*	*	PUNCT
ejpam-7150	137	200	*	*	PUNCT
ejpam-7150	137	201	significant	significant	ADJ
ejpam-7150	137	202	at	at	ADP
ejpam-7150	137	203	0.01	0.01	NUM
ejpam-7150	137	204	,	,	PUNCT
ejpam-7150	137	205	*	*	PUNCT
ejpam-7150	137	206	*	*	PUNCT
ejpam-7150	137	207	*	*	PUNCT
ejpam-7150	137	208	significant	significant	ADJ
ejpam-7150	137	209	at	at	ADP
ejpam-7150	137	210	0.001	0.001	NUM
ejpam-7150	137	211	z.	z.	PROPN
ejpam-7150	137	212	m.	m.	PROPN
ejpam-7150	137	213	s.	s.	PROPN
ejpam-7150	137	214	mohammed	mohammed	PROPN
ejpam-7150	137	215	et	et	PROPN
ejpam-7150	137	216	al	al	PROPN
ejpam-7150	137	217	.	.	PUNCT
ejpam-7150	137	218	/	/	SYM
ejpam-7150	137	219	eur	eur	PROPN
ejpam-7150	137	220	.	.	PUNCT
ejpam-7150	138	1	j.	j.	PROPN
ejpam-7150	138	2	pure	pure	PROPN
ejpam-7150	138	3	appl	appl	PROPN
ejpam-7150	138	4	.	.	PROPN
ejpam-7150	138	5	math	math	PROPN
ejpam-7150	138	6	,	,	PUNCT
ejpam-7150	138	7	18	18	NUM
ejpam-7150	138	8	(	(	PUNCT
ejpam-7150	138	9	4	4	NUM
ejpam-7150	138	10	)	)	PUNCT
ejpam-7150	138	11	(	(	PUNCT
ejpam-7150	138	12	2025	2025	NUM
ejpam-7150	138	13	)	)	PUNCT
ejpam-7150	138	14	,	,	PUNCT
ejpam-7150	138	15	7150	7150	NUM
ejpam-7150	138	16	10	10	NUM
ejpam-7150	138	17	of	of	ADP
ejpam-7150	138	18	15	15	NUM
ejpam-7150	138	19	3.3	3.3	NUM
ejpam-7150	138	20	.	.	PUNCT
ejpam-7150	139	1	slr	slr	X
ejpam-7150	139	2	versus	versus	ADP
ejpam-7150	139	3	fplr	fplr	NOUN
ejpam-7150	139	4	:	:	PUNCT
ejpam-7150	139	5	collapsing	collapse	VERB
ejpam-7150	139	6	states	state	NOUN
ejpam-7150	139	7	into	into	ADP
ejpam-7150	139	8	regions	region	NOUN
ejpam-7150	139	9	.	.	PUNCT
ejpam-7150	140	1	table	table	NOUN
ejpam-7150	140	2	3	3	NUM
ejpam-7150	140	3	reports	report	VERB
ejpam-7150	140	4	the	the	DET
ejpam-7150	140	5	results	result	NOUN
ejpam-7150	140	6	of	of	ADP
ejpam-7150	140	7	slr	slr	NOUN
ejpam-7150	140	8	and	and	CCONJ
ejpam-7150	140	9	fplr	fplr	NOUN
ejpam-7150	140	10	after	after	ADP
ejpam-7150	140	11	applying	apply	VERB
ejpam-7150	140	12	a	a	DET
ejpam-7150	140	13	collapsing	collapse	VERB
ejpam-7150	140	14	and	and	CCONJ
ejpam-7150	140	15	regrouping	regroup	VERB
ejpam-7150	140	16	strategy	strategy	NOUN
ejpam-7150	140	17	to	to	PART
ejpam-7150	140	18	combine	combine	VERB
ejpam-7150	140	19	states	state	NOUN
ejpam-7150	140	20	into	into	ADP
ejpam-7150	140	21	broader	broad	ADJ
ejpam-7150	140	22	regional	regional	ADJ
ejpam-7150	140	23	categories	category	NOUN
ejpam-7150	140	24	.	.	PUNCT
ejpam-7150	141	1	this	this	DET
ejpam-7150	141	2	re	re	NOUN
ejpam-7150	141	3	-	-	NOUN
ejpam-7150	141	4	categorization	categorization	NOUN
ejpam-7150	141	5	was	be	AUX
ejpam-7150	141	6	designed	design	VERB
ejpam-7150	141	7	to	to	PART
ejpam-7150	141	8	mitigate	mitigate	VERB
ejpam-7150	141	9	sparse	sparse	ADJ
ejpam-7150	141	10	-	-	PUNCT
ejpam-7150	141	11	data	datum	NOUN
ejpam-7150	141	12	problems	problem	NOUN
ejpam-7150	141	13	identified	identify	VERB
ejpam-7150	141	14	earlier	early	ADV
ejpam-7150	141	15	and	and	CCONJ
ejpam-7150	141	16	to	to	PART
ejpam-7150	141	17	produce	produce	VERB
ejpam-7150	141	18	more	more	ADV
ejpam-7150	141	19	stable	stable	ADJ
ejpam-7150	141	20	and	and	CCONJ
ejpam-7150	141	21	conservative	conservative	ADJ
ejpam-7150	141	22	estimates	estimate	NOUN
ejpam-7150	141	23	.	.	PUNCT
ejpam-7150	142	1	the	the	DET
ejpam-7150	142	2	results	result	NOUN
ejpam-7150	142	3	confirm	confirm	VERB
ejpam-7150	142	4	that	that	SCONJ
ejpam-7150	142	5	collapsing	collapse	VERB
ejpam-7150	142	6	states	state	NOUN
ejpam-7150	142	7	into	into	ADP
ejpam-7150	142	8	regions	region	NOUN
ejpam-7150	142	9	reduces	reduce	VERB
ejpam-7150	142	10	instability	instability	NOUN
ejpam-7150	142	11	and	and	CCONJ
ejpam-7150	142	12	yields	yield	NOUN
ejpam-7150	142	13	narrower	narrow	ADJ
ejpam-7150	142	14	cis	cis	NOUN
ejpam-7150	142	15	,	,	PUNCT
ejpam-7150	142	16	while	while	SCONJ
ejpam-7150	142	17	the	the	DET
ejpam-7150	142	18	main	main	ADJ
ejpam-7150	142	19	associations	association	NOUN
ejpam-7150	142	20	remain	remain	VERB
ejpam-7150	142	21	consistent	consistent	ADJ
ejpam-7150	142	22	in	in	ADP
ejpam-7150	142	23	direction	direction	NOUN
ejpam-7150	142	24	and	and	CCONJ
ejpam-7150	142	25	significance	significance	NOUN
ejpam-7150	142	26	.	.	PUNCT
ejpam-7150	143	1	for	for	ADP
ejpam-7150	143	2	household	household	NOUN
ejpam-7150	143	3	head	head	NOUN
ejpam-7150	143	4	’s	’s	PART
ejpam-7150	143	5	education	education	NOUN
ejpam-7150	143	6	,	,	PUNCT
ejpam-7150	143	7	the	the	DET
ejpam-7150	143	8	fplr	fplr	ADJ
ejpam-7150	143	9	estimates	estimate	NOUN
ejpam-7150	143	10	are	be	AUX
ejpam-7150	143	11	smaller	small	ADJ
ejpam-7150	143	12	but	but	CCONJ
ejpam-7150	143	13	remain	remain	VERB
ejpam-7150	143	14	significant	significant	ADJ
ejpam-7150	143	15	for	for	ADP
ejpam-7150	143	16	higher	high	ADJ
ejpam-7150	143	17	education	education	NOUN
ejpam-7150	143	18	(	(	PUNCT
ejpam-7150	143	19	firth	firth	PROPN
ejpam-7150	143	20	’s	’s	PART
ejpam-7150	143	21	or=1.23	or=1.23	PROPN
ejpam-7150	143	22	;	;	PUNCT
ejpam-7150	143	23	95	95	NUM
ejpam-7150	143	24	%	%	NOUN
ejpam-7150	143	25	ci	ci	NOUN
ejpam-7150	143	26	:	:	PUNCT
ejpam-7150	143	27	1.05–1.46	1.05–1.46	NUM
ejpam-7150	143	28	)	)	PUNCT
ejpam-7150	143	29	,	,	PUNCT
ejpam-7150	143	30	confirming	confirm	VERB
ejpam-7150	143	31	that	that	SCONJ
ejpam-7150	143	32	education	education	NOUN
ejpam-7150	143	33	is	be	AUX
ejpam-7150	143	34	positively	positively	ADV
ejpam-7150	143	35	associated	associate	VERB
ejpam-7150	143	36	with	with	ADP
ejpam-7150	143	37	availability	availability	NOUN
ejpam-7150	143	38	of	of	ADP
ejpam-7150	143	39	handwashing	handwashing	NOUN
ejpam-7150	143	40	facilities	facility	NOUN
ejpam-7150	143	41	.	.	PUNCT
ejpam-7150	144	1	for	for	ADP
ejpam-7150	144	2	primary	primary	ADJ
ejpam-7150	144	3	and	and	CCONJ
ejpam-7150	144	4	secondary	secondary	ADJ
ejpam-7150	144	5	education	education	NOUN
ejpam-7150	144	6	,	,	PUNCT
ejpam-7150	144	7	the	the	DET
ejpam-7150	144	8	ors	or	NOUN
ejpam-7150	144	9	are	be	AUX
ejpam-7150	144	10	closer	close	ADJ
ejpam-7150	144	11	to	to	ADP
ejpam-7150	144	12	1	1	NUM
ejpam-7150	144	13	in	in	ADP
ejpam-7150	144	14	fplr	fplr	NOUN
ejpam-7150	144	15	,	,	PUNCT
ejpam-7150	144	16	suggesting	suggest	VERB
ejpam-7150	144	17	that	that	SCONJ
ejpam-7150	144	18	much	much	ADJ
ejpam-7150	144	19	of	of	ADP
ejpam-7150	144	20	the	the	DET
ejpam-7150	144	21	inflation	inflation	NOUN
ejpam-7150	144	22	seen	see	VERB
ejpam-7150	144	23	in	in	ADP
ejpam-7150	144	24	the	the	DET
ejpam-7150	144	25	survey	survey	NOUN
ejpam-7150	144	26	model	model	NOUN
ejpam-7150	144	27	has	have	AUX
ejpam-7150	144	28	been	be	AUX
ejpam-7150	144	29	addressed	address	VERB
ejpam-7150	144	30	.	.	PUNCT
ejpam-7150	145	1	urban	urban	ADJ
ejpam-7150	145	2	–	–	PUNCT
ejpam-7150	145	3	rural	rural	ADJ
ejpam-7150	145	4	differences	difference	NOUN
ejpam-7150	145	5	follow	follow	VERB
ejpam-7150	145	6	the	the	DET
ejpam-7150	145	7	same	same	ADJ
ejpam-7150	145	8	pattern	pattern	NOUN
ejpam-7150	145	9	:	:	PUNCT
ejpam-7150	145	10	while	while	SCONJ
ejpam-7150	145	11	the	the	DET
ejpam-7150	145	12	survey	survey	NOUN
ejpam-7150	145	13	model	model	NOUN
ejpam-7150	145	14	shows	show	VERB
ejpam-7150	145	15	an	an	DET
ejpam-7150	145	16	inflated	inflated	ADJ
ejpam-7150	145	17	or	or	CCONJ
ejpam-7150	145	18	(	(	PUNCT
ejpam-7150	145	19	or=1.45	or=1.45	NOUN
ejpam-7150	145	20	)	)	PUNCT
ejpam-7150	145	21	,	,	PUNCT
ejpam-7150	145	22	fplr	fplr	NOUN
ejpam-7150	145	23	produces	produce	VERB
ejpam-7150	145	24	a	a	DET
ejpam-7150	145	25	conservative	conservative	ADJ
ejpam-7150	145	26	estimate	estimate	NOUN
ejpam-7150	145	27	with	with	ADP
ejpam-7150	145	28	an	an	DET
ejpam-7150	145	29	or	or	CCONJ
ejpam-7150	145	30	below	below	ADP
ejpam-7150	145	31	1	1	NUM
ejpam-7150	145	32	(	(	PUNCT
ejpam-7150	145	33	firth	firth	PROPN
ejpam-7150	145	34	’s	’s	PROPN
ejpam-7150	145	35	or=0.80	or=0.80	PROPN
ejpam-7150	145	36	;	;	PUNCT
ejpam-7150	145	37	95	95	NUM
ejpam-7150	145	38	%	%	NOUN
ejpam-7150	145	39	ci	ci	NOUN
ejpam-7150	145	40	:	:	PUNCT
ejpam-7150	145	41	0.73–0.88	0.73–0.88	NUM
ejpam-7150	145	42	)	)	PUNCT
ejpam-7150	145	43	,	,	PUNCT
ejpam-7150	145	44	indicating	indicate	VERB
ejpam-7150	145	45	lower	low	ADJ
ejpam-7150	145	46	adjusted	adjust	VERB
ejpam-7150	145	47	odds	odd	NOUN
ejpam-7150	145	48	for	for	ADP
ejpam-7150	145	49	handwashing	handwashing	NOUN
ejpam-7150	145	50	facilities	facility	NOUN
ejpam-7150	145	51	in	in	ADP
ejpam-7150	145	52	urban	urban	ADJ
ejpam-7150	145	53	households	household	NOUN
ejpam-7150	145	54	after	after	ADP
ejpam-7150	145	55	controlling	control	VERB
ejpam-7150	145	56	for	for	ADP
ejpam-7150	145	57	covariates	covariate	NOUN
ejpam-7150	145	58	.	.	PUNCT
ejpam-7150	146	1	the	the	DET
ejpam-7150	146	2	regrouping	regrouping	ADJ
ejpam-7150	146	3	strategy	strategy	NOUN
ejpam-7150	146	4	for	for	ADP
ejpam-7150	146	5	states	state	NOUN
ejpam-7150	146	6	is	be	AUX
ejpam-7150	146	7	particularly	particularly	ADV
ejpam-7150	146	8	effective	effective	ADJ
ejpam-7150	146	9	.	.	PUNCT
ejpam-7150	147	1	the	the	DET
ejpam-7150	147	2	inflated	inflated	ADJ
ejpam-7150	147	3	ors	or	NOUN
ejpam-7150	147	4	observed	observe	VERB
ejpam-7150	147	5	in	in	ADP
ejpam-7150	147	6	the	the	DET
ejpam-7150	147	7	earlier	early	ADJ
ejpam-7150	147	8	model	model	NOUN
ejpam-7150	147	9	(	(	PUNCT
ejpam-7150	147	10	table	table	NOUN
ejpam-7150	147	11	2	2	NUM
ejpam-7150	147	12	)	)	PUNCT
ejpam-7150	147	13	are	be	AUX
ejpam-7150	147	14	now	now	ADV
ejpam-7150	147	15	reduced	reduce	VERB
ejpam-7150	147	16	to	to	ADP
ejpam-7150	147	17	more	more	ADV
ejpam-7150	147	18	stable	stable	ADJ
ejpam-7150	147	19	regional	regional	ADJ
ejpam-7150	147	20	estimates	estimate	NOUN
ejpam-7150	147	21	.	.	PUNCT
ejpam-7150	148	1	for	for	ADP
ejpam-7150	148	2	example	example	NOUN
ejpam-7150	148	3	,	,	PUNCT
ejpam-7150	148	4	khartoum	khartoum	PROPN
ejpam-7150	148	5	falls	fall	VERB
ejpam-7150	148	6	from	from	ADP
ejpam-7150	148	7	or=2.30	or=2.30	NOUN
ejpam-7150	148	8	(	(	PUNCT
ejpam-7150	148	9	survey	survey	NOUN
ejpam-7150	148	10	)	)	PUNCT
ejpam-7150	148	11	to	to	ADP
ejpam-7150	148	12	firth	firth	PROPN
ejpam-7150	148	13	’s	’s	PART
ejpam-7150	148	14	or=0.57	or=0.57	PROPN
ejpam-7150	148	15	(	(	PUNCT
ejpam-7150	148	16	95	95	NUM
ejpam-7150	148	17	%	%	NOUN
ejpam-7150	148	18	ci	ci	NOUN
ejpam-7150	148	19	:	:	PUNCT
ejpam-7150	148	20	0.48–0.68	0.48–0.68	NUM
ejpam-7150	148	21	)	)	PUNCT
ejpam-7150	148	22	,	,	PUNCT
ejpam-7150	148	23	and	and	CCONJ
ejpam-7150	148	24	northern	northern	PROPN
ejpam-7150	148	25	sudan	sudan	PROPN
ejpam-7150	148	26	from	from	ADP
ejpam-7150	148	27	or=2.83	or=2.83	ADJ
ejpam-7150	148	28	to	to	ADP
ejpam-7150	148	29	firth	firth	PROPN
ejpam-7150	148	30	’s	’s	PROPN
ejpam-7150	148	31	or=0.83	or=0.83	PROPN
ejpam-7150	148	32	(	(	PUNCT
ejpam-7150	148	33	95	95	NUM
ejpam-7150	148	34	%	%	NOUN
ejpam-7150	148	35	ci	ci	NOUN
ejpam-7150	148	36	:	:	PUNCT
ejpam-7150	148	37	0.72–0.96	0.72–0.96	NUM
ejpam-7150	148	38	)	)	PUNCT
ejpam-7150	148	39	.	.	PUNCT
ejpam-7150	149	1	eastern	eastern	PROPN
ejpam-7150	149	2	sudan	sudan	PROPN
ejpam-7150	149	3	shows	show	VERB
ejpam-7150	149	4	a	a	DET
ejpam-7150	149	5	consistently	consistently	ADV
ejpam-7150	149	6	protective	protective	ADJ
ejpam-7150	149	7	effect	effect	NOUN
ejpam-7150	149	8	,	,	PUNCT
ejpam-7150	149	9	with	with	ADP
ejpam-7150	149	10	the	the	PRON
ejpam-7150	149	11	or	or	CCONJ
ejpam-7150	149	12	further	far	ADV
ejpam-7150	149	13	stabilized	stabilize	VERB
ejpam-7150	149	14	under	under	ADP
ejpam-7150	149	15	penalization	penalization	NOUN
ejpam-7150	149	16	(	(	PUNCT
ejpam-7150	149	17	firth	firth	PROPN
ejpam-7150	149	18	’s	’s	PART
ejpam-7150	149	19	or=0.14	or=0.14	PROPN
ejpam-7150	149	20	;	;	PUNCT
ejpam-7150	149	21	95	95	NUM
ejpam-7150	149	22	%	%	NOUN
ejpam-7150	149	23	ci	ci	NOUN
ejpam-7150	149	24	:	:	PUNCT
ejpam-7150	149	25	0.12–0.15	0.12–0.15	NUM
ejpam-7150	149	26	)	)	PUNCT
ejpam-7150	149	27	.	.	PUNCT
ejpam-7150	150	1	these	these	DET
ejpam-7150	150	2	findings	finding	NOUN
ejpam-7150	150	3	demonstrate	demonstrate	VERB
ejpam-7150	150	4	how	how	SCONJ
ejpam-7150	150	5	collapsing	collapse	VERB
ejpam-7150	150	6	states	state	NOUN
ejpam-7150	150	7	into	into	ADP
ejpam-7150	150	8	broader	broad	ADJ
ejpam-7150	150	9	regions	region	NOUN
ejpam-7150	150	10	reduces	reduce	VERB
ejpam-7150	150	11	sparse	sparse	ADJ
ejpam-7150	150	12	-	-	PUNCT
ejpam-7150	150	13	data	data	NOUN
ejpam-7150	150	14	bias	bias	NOUN
ejpam-7150	150	15	and	and	CCONJ
ejpam-7150	150	16	produces	produce	VERB
ejpam-7150	150	17	more	more	ADV
ejpam-7150	150	18	interpretable	interpretable	ADJ
ejpam-7150	150	19	results	result	NOUN
ejpam-7150	150	20	.	.	PUNCT
ejpam-7150	151	1	wealth	wealth	NOUN
ejpam-7150	151	2	-	-	PUNCT
ejpam-7150	151	3	related	relate	VERB
ejpam-7150	151	4	inequalities	inequality	NOUN
ejpam-7150	151	5	remain	remain	VERB
ejpam-7150	151	6	strong	strong	ADJ
ejpam-7150	151	7	and	and	CCONJ
ejpam-7150	151	8	robust	robust	ADJ
ejpam-7150	151	9	across	across	ADP
ejpam-7150	151	10	both	both	DET
ejpam-7150	151	11	models	model	NOUN
ejpam-7150	151	12	.	.	PUNCT
ejpam-7150	152	1	for	for	ADP
ejpam-7150	152	2	instance	instance	NOUN
ejpam-7150	152	3	,	,	PUNCT
ejpam-7150	152	4	households	household	NOUN
ejpam-7150	152	5	in	in	ADP
ejpam-7150	152	6	the	the	DET
ejpam-7150	152	7	richest	rich	ADJ
ejpam-7150	152	8	quintile	quintile	NOUN
ejpam-7150	152	9	show	show	VERB
ejpam-7150	152	10	more	more	ADJ
ejpam-7150	152	11	than	than	ADP
ejpam-7150	152	12	nine	nine	NUM
ejpam-7150	152	13	times	time	NOUN
ejpam-7150	152	14	higher	high	ADJ
ejpam-7150	152	15	odds	odd	NOUN
ejpam-7150	152	16	of	of	ADP
ejpam-7150	152	17	having	have	VERB
ejpam-7150	152	18	a	a	DET
ejpam-7150	152	19	handwashing	handwashing	NOUN
ejpam-7150	152	20	place	place	NOUN
ejpam-7150	152	21	compared	compare	VERB
ejpam-7150	152	22	to	to	ADP
ejpam-7150	152	23	the	the	DET
ejpam-7150	152	24	poorest	poor	ADJ
ejpam-7150	152	25	(	(	PUNCT
ejpam-7150	152	26	firth	firth	PROPN
ejpam-7150	152	27	’s	’s	PART
ejpam-7150	152	28	or=9.88	or=9.88	NOUN
ejpam-7150	152	29	;	;	PUNCT
ejpam-7150	152	30	95	95	NUM
ejpam-7150	152	31	%	%	NOUN
ejpam-7150	152	32	ci	ci	NOUN
ejpam-7150	152	33	:	:	PUNCT
ejpam-7150	152	34	8.30–11.77	8.30–11.77	NUM
ejpam-7150	152	35	)	)	PUNCT
ejpam-7150	152	36	.	.	PUNCT
ejpam-7150	153	1	the	the	DET
ejpam-7150	153	2	gradient	gradient	NOUN
ejpam-7150	153	3	across	across	ADP
ejpam-7150	153	4	wealth	wealth	NOUN
ejpam-7150	153	5	quintiles	quintile	NOUN
ejpam-7150	153	6	persists	persist	VERB
ejpam-7150	153	7	,	,	PUNCT
ejpam-7150	153	8	with	with	ADP
ejpam-7150	153	9	consistent	consistent	ADJ
ejpam-7150	153	10	increases	increase	NOUN
ejpam-7150	153	11	from	from	ADP
ejpam-7150	153	12	the	the	DET
ejpam-7150	153	13	second	second	ADJ
ejpam-7150	153	14	through	through	ADP
ejpam-7150	153	15	richest	rich	ADJ
ejpam-7150	153	16	groups	group	NOUN
ejpam-7150	153	17	,	,	PUNCT
ejpam-7150	153	18	highlighting	highlight	VERB
ejpam-7150	153	19	persistent	persistent	ADJ
ejpam-7150	153	20	socioeconomic	socioeconomic	ADJ
ejpam-7150	153	21	disparities	disparity	NOUN
ejpam-7150	153	22	.	.	PUNCT
ejpam-7150	154	1	in	in	ADP
ejpam-7150	154	2	summary	summary	NOUN
ejpam-7150	154	3	,	,	PUNCT
ejpam-7150	154	4	the	the	DET
ejpam-7150	154	5	collapsing	collapse	VERB
ejpam-7150	154	6	and	and	CCONJ
ejpam-7150	154	7	regrouping	regrouping	NOUN
ejpam-7150	154	8	of	of	ADP
ejpam-7150	154	9	states	state	NOUN
ejpam-7150	154	10	into	into	ADP
ejpam-7150	154	11	regions	region	NOUN
ejpam-7150	154	12	improved	improve	VERB
ejpam-7150	154	13	model	model	NOUN
ejpam-7150	154	14	stability	stability	NOUN
ejpam-7150	154	15	and	and	CCONJ
ejpam-7150	154	16	yielded	yield	VERB
ejpam-7150	154	17	more	more	ADJ
ejpam-7150	154	18	conservative	conservative	ADJ
ejpam-7150	154	19	estimates	estimate	NOUN
ejpam-7150	154	20	,	,	PUNCT
ejpam-7150	154	21	yet	yet	CCONJ
ejpam-7150	154	22	the	the	DET
ejpam-7150	154	23	associations	association	NOUN
ejpam-7150	154	24	between	between	ADP
ejpam-7150	154	25	handwashing	handwashing	NOUN
ejpam-7150	154	26	availability	availability	NOUN
ejpam-7150	154	27	and	and	CCONJ
ejpam-7150	154	28	key	key	ADJ
ejpam-7150	154	29	predictors	predictor	NOUN
ejpam-7150	154	30	,	,	PUNCT
ejpam-7150	154	31	education	education	NOUN
ejpam-7150	154	32	,	,	PUNCT
ejpam-7150	154	33	region	region	NOUN
ejpam-7150	154	34	,	,	PUNCT
ejpam-7150	154	35	area	area	NOUN
ejpam-7150	154	36	of	of	ADP
ejpam-7150	154	37	residence	residence	NOUN
ejpam-7150	154	38	,	,	PUNCT
ejpam-7150	154	39	and	and	CCONJ
ejpam-7150	154	40	wealth	wealth	NOUN
ejpam-7150	154	41	,	,	PUNCT
ejpam-7150	154	42	remain	remain	VERB
ejpam-7150	154	43	significant	significant	ADJ
ejpam-7150	154	44	and	and	CCONJ
ejpam-7150	154	45	directionally	directionally	ADV
ejpam-7150	154	46	consistent	consistent	ADJ
ejpam-7150	154	47	.	.	PUNCT
ejpam-7150	155	1	z.	z.	PROPN
ejpam-7150	155	2	m.	m.	PROPN
ejpam-7150	155	3	s.	s.	PROPN
ejpam-7150	155	4	mohammed	mohammed	PROPN
ejpam-7150	155	5	et	et	PROPN
ejpam-7150	155	6	al	al	PROPN
ejpam-7150	155	7	.	.	PUNCT
ejpam-7150	155	8	/	/	SYM
ejpam-7150	155	9	eur	eur	PROPN
ejpam-7150	155	10	.	.	PUNCT
ejpam-7150	156	1	j.	j.	PROPN
ejpam-7150	156	2	pure	pure	PROPN
ejpam-7150	156	3	appl	appl	PROPN
ejpam-7150	156	4	.	.	PROPN
ejpam-7150	156	5	math	math	PROPN
ejpam-7150	156	6	,	,	PUNCT
ejpam-7150	156	7	18	18	NUM
ejpam-7150	156	8	(	(	PUNCT
ejpam-7150	156	9	4	4	NUM
ejpam-7150	156	10	)	)	PUNCT
ejpam-7150	156	11	(	(	PUNCT
ejpam-7150	156	12	2025	2025	NUM
ejpam-7150	156	13	)	)	PUNCT
ejpam-7150	156	14	,	,	PUNCT
ejpam-7150	156	15	7150	7150	NUM
ejpam-7150	156	16	11	11	NUM
ejpam-7150	156	17	of	of	ADP
ejpam-7150	156	18	15	15	NUM
ejpam-7150	156	19	table	table	NOUN
ejpam-7150	156	20	3	3	NUM
ejpam-7150	156	21	:	:	PUNCT
ejpam-7150	156	22	slr	slr	NOUN
ejpam-7150	156	23	versus	versus	ADP
ejpam-7150	156	24	fplr	fplr	NOUN
ejpam-7150	156	25	after	after	ADP
ejpam-7150	156	26	collapsing	collapse	VERB
ejpam-7150	156	27	states	state	NOUN
ejpam-7150	156	28	into	into	ADP
ejpam-7150	156	29	regions	region	NOUN
ejpam-7150	156	30	.	.	PUNCT
ejpam-7150	157	1	variables	variable	NOUN
ejpam-7150	157	2	category	category	NOUN
ejpam-7150	157	3	unadjusted	unadjuste	VERB
ejpam-7150	157	4	prevalence	prevalence	NOUN
ejpam-7150	157	5	or	or	CCONJ
ejpam-7150	157	6	(	(	PUNCT
ejpam-7150	157	7	upor	upor	NOUN
ejpam-7150	157	8	)	)	PUNCT
ejpam-7150	157	9	adjusted	adjusted	ADJ
ejpam-7150	157	10	prevalence	prevalence	NOUN
ejpam-7150	157	11	or	or	CCONJ
ejpam-7150	157	12	(	(	PUNCT
ejpam-7150	157	13	apor	apor	ADJ
ejpam-7150	157	14	)	)	PUNCT
ejpam-7150	157	15	–	–	PUNCT
ejpam-7150	157	16	slr	slr	NOUN
ejpam-7150	157	17	adjusted	adjust	VERB
ejpam-7150	157	18	prevalence	prevalence	NOUN
ejpam-7150	157	19	or	or	CCONJ
ejpam-7150	157	20	(	(	PUNCT
ejpam-7150	157	21	apor	apor	ADJ
ejpam-7150	157	22	)	)	PUNCT
ejpam-7150	157	23	–	–	PUNCT
ejpam-7150	157	24	fplr	fplr	ADJ
ejpam-7150	157	25	or	or	CCONJ
ejpam-7150	157	26	lower	low	ADJ
ejpam-7150	157	27	upper	upper	ADJ
ejpam-7150	157	28	or	or	CCONJ
ejpam-7150	157	29	lower	low	ADJ
ejpam-7150	157	30	upper	upper	ADJ
ejpam-7150	157	31	or	or	CCONJ
ejpam-7150	157	32	lower	low	ADJ
ejpam-7150	157	33	upper	upper	ADJ
ejpam-7150	157	34	education	education	NOUN
ejpam-7150	157	35	of	of	ADP
ejpam-7150	157	36	household	household	NOUN
ejpam-7150	157	37	head	head	NOUN
ejpam-7150	157	38	primary	primary	ADJ
ejpam-7150	157	39	1.25	1.25	NUM
ejpam-7150	157	40	*	*	PUNCT
ejpam-7150	157	41	*	*	PUNCT
ejpam-7150	157	42	*	*	PUNCT
ejpam-7150	157	43	1.09	1.09	NUM
ejpam-7150	157	44	1.43	1.43	NUM
ejpam-7150	157	45	0.87	0.87	NUM
ejpam-7150	157	46	*	*	PUNCT
ejpam-7150	157	47	0.77	0.77	NUM
ejpam-7150	157	48	0.99	0.99	NUM
ejpam-7150	157	49	0.80	0.80	NUM
ejpam-7150	157	50	*	*	PUNCT
ejpam-7150	157	51	*	*	PUNCT
ejpam-7150	158	1	*	*	PUNCT
ejpam-7150	158	2	0.74	0.74	NUM
ejpam-7150	158	3	0.87	0.87	NUM
ejpam-7150	158	4	secondary	secondary	ADJ
ejpam-7150	158	5	2.15	2.15	NUM
ejpam-7150	158	6	*	*	PUNCT
ejpam-7150	158	7	*	*	PUNCT
ejpam-7150	158	8	*	*	PUNCT
ejpam-7150	158	9	1.78	1.78	NUM
ejpam-7150	158	10	2.59	2.59	NUM
ejpam-7150	158	11	1.06	1.06	NUM
ejpam-7150	158	12	0.90	0.90	NUM
ejpam-7150	158	13	1.26	1.26	NUM
ejpam-7150	158	14	0.97	0.97	NUM
ejpam-7150	158	15	0.87	0.87	NUM
ejpam-7150	158	16	1.07	1.07	NUM
ejpam-7150	158	17	higher	high	ADJ
ejpam-7150	158	18	3.71	3.71	NUM
ejpam-7150	158	19	*	*	PUNCT
ejpam-7150	158	20	*	*	PUNCT
ejpam-7150	158	21	*	*	PUNCT
ejpam-7150	158	22	2.82	2.82	NUM
ejpam-7150	158	23	4.87	4.87	NUM
ejpam-7150	158	24	1.45	1.45	NUM
ejpam-7150	158	25	*	*	PUNCT
ejpam-7150	158	26	*	*	PUNCT
ejpam-7150	158	27	1.13	1.13	NUM
ejpam-7150	158	28	1.87	1.87	NUM
ejpam-7150	158	29	1.23	1.23	NUM
ejpam-7150	158	30	*	*	NUM
ejpam-7150	158	31	1.04	1.04	NUM
ejpam-7150	158	32	1.45	1.45	NUM
ejpam-7150	158	33	none	none	NOUN
ejpam-7150	158	34	1	1	NUM
ejpam-7150	158	35	1	1	NUM
ejpam-7150	158	36	1	1	NUM
ejpam-7150	158	37	area	area	NOUN
ejpam-7150	158	38	urban	urban	ADJ
ejpam-7150	158	39	1.45	1.45	NUM
ejpam-7150	158	40	*	*	SYM
ejpam-7150	158	41	1.08	1.08	NUM
ejpam-7150	158	42	1.95	1.95	NUM
ejpam-7150	158	43	0.81	0.81	NUM
ejpam-7150	158	44	0.58	0.58	NUM
ejpam-7150	158	45	1.13	1.13	NUM
ejpam-7150	158	46	0.79	0.79	NUM
ejpam-7150	158	47	*	*	PUNCT
ejpam-7150	158	48	*	*	PUNCT
ejpam-7150	158	49	*	*	NOUN
ejpam-7150	158	50	0.72	0.72	NUM
ejpam-7150	158	51	0.87	0.87	NUM
ejpam-7150	158	52	rural	rural	ADJ
ejpam-7150	158	53	1	1	NUM
ejpam-7150	158	54	1	1	NUM
ejpam-7150	158	55	1	1	NUM
ejpam-7150	158	56	region	region	NOUN
ejpam-7150	158	57	northern	northern	PROPN
ejpam-7150	158	58	sudan	sudan	PROPN
ejpam-7150	158	59	2.82	2.82	NUM
ejpam-7150	158	60	*	*	PUNCT
ejpam-7150	158	61	*	*	PUNCT
ejpam-7150	158	62	*	*	PUNCT
ejpam-7150	158	63	1.95	1.95	NUM
ejpam-7150	158	64	4.08	4.08	NUM
ejpam-7150	158	65	0.98	0.98	NUM
ejpam-7150	158	66	0.63	0.63	NUM
ejpam-7150	158	67	1.51	1.51	NUM
ejpam-7150	158	68	0.83	0.83	NUM
ejpam-7150	158	69	*	*	PUNCT
ejpam-7150	158	70	*	*	PUNCT
ejpam-7150	158	71	*	*	PUNCT
ejpam-7150	158	72	0.72	0.72	NUM
ejpam-7150	158	73	0.95	0.95	NUM
ejpam-7150	158	74	eastern	eastern	ADJ
ejpam-7150	158	75	sudan	sudan	PROPN
ejpam-7150	158	76	0.26	0.26	NUM
ejpam-7150	158	77	*	*	PUNCT
ejpam-7150	158	78	*	*	PUNCT
ejpam-7150	158	79	*	*	X
ejpam-7150	158	80	0.18	0.18	NUM
ejpam-7150	158	81	0.38	0.38	NUM
ejpam-7150	158	82	0.17	0.17	NUM
ejpam-7150	158	83	*	*	PUNCT
ejpam-7150	158	84	*	*	PUNCT
ejpam-7150	158	85	*	*	PUNCT
ejpam-7150	158	86	0.12	0.12	NUM
ejpam-7150	158	87	0.23	0.23	NUM
ejpam-7150	158	88	0.13	0.13	NUM
ejpam-7150	158	89	*	*	PUNCT
ejpam-7150	158	90	0.11	0.11	NUM
ejpam-7150	158	91	0.15	0.15	NUM
ejpam-7150	158	92	khartoum	khartoum	PROPN
ejpam-7150	158	93	2.30	2.30	NUM
ejpam-7150	158	94	*	*	PUNCT
ejpam-7150	158	95	*	*	PUNCT
ejpam-7150	158	96	*	*	PUNCT
ejpam-7150	158	97	1.43	1.43	NUM
ejpam-7150	158	98	3.68	3.68	NUM
ejpam-7150	158	99	0.67	0.67	NUM
ejpam-7150	158	100	0.42	0.42	NUM
ejpam-7150	158	101	1.08	1.08	NUM
ejpam-7150	158	102	0.57	0.57	NUM
ejpam-7150	158	103	*	*	PUNCT
ejpam-7150	158	104	*	*	PUNCT
ejpam-7150	158	105	*	*	PUNCT
ejpam-7150	158	106	0.48	0.48	NUM
ejpam-7150	158	107	0.67	0.67	NUM
ejpam-7150	158	108	central	central	ADJ
ejpam-7150	158	109	sudan	sudan	PROPN
ejpam-7150	158	110	2.47	2.47	NUM
ejpam-7150	158	111	*	*	PUNCT
ejpam-7150	158	112	*	*	PUNCT
ejpam-7150	158	113	*	*	PUNCT
ejpam-7150	158	114	1.83	1.83	NUM
ejpam-7150	158	115	3.34	3.34	NUM
ejpam-7150	158	116	1.25	1.25	NUM
ejpam-7150	158	117	0.92	0.92	NUM
ejpam-7150	158	118	1.69	1.69	NUM
ejpam-7150	158	119	0.88	0.88	NUM
ejpam-7150	158	120	*	*	PUNCT
ejpam-7150	158	121	*	*	PUNCT
ejpam-7150	158	122	*	*	PUNCT
ejpam-7150	158	123	0.79	0.79	NUM
ejpam-7150	158	124	0.97	0.97	NUM
ejpam-7150	158	125	western	western	ADJ
ejpam-7150	158	126	sudan	sudan	PROPN
ejpam-7150	158	127	1	1	NUM
ejpam-7150	158	128	1	1	NUM
ejpam-7150	158	129	1	1	NUM
ejpam-7150	158	130	number	number	NOUN
ejpam-7150	158	131	of	of	ADP
ejpam-7150	158	132	household	household	NOUN
ejpam-7150	158	133	members	member	NOUN
ejpam-7150	158	134	1–3	1–3	NOUN
ejpam-7150	158	135	0.81	0.81	NUM
ejpam-7150	158	136	*	*	PUNCT
ejpam-7150	158	137	*	*	PUNCT
ejpam-7150	158	138	*	*	PUNCT
ejpam-7150	158	139	0.70	0.70	NUM
ejpam-7150	158	140	0.93	0.93	NUM
ejpam-7150	158	141	0.86	0.86	NUM
ejpam-7150	158	142	0.74	0.74	NUM
ejpam-7150	158	143	1.00	1.00	NUM
ejpam-7150	158	144	0.94	0.94	NUM
ejpam-7150	158	145	0.85	0.85	NUM
ejpam-7150	158	146	1.03	1.03	NUM
ejpam-7150	158	147	4–6	4–6	NUM
ejpam-7150	158	148	0.97	0.97	NUM
ejpam-7150	158	149	0.89	0.89	NUM
ejpam-7150	158	150	1.06	1.06	NUM
ejpam-7150	158	151	0.98	0.98	NUM
ejpam-7150	158	152	0.88	0.88	NUM
ejpam-7150	158	153	1.08	1.08	NUM
ejpam-7150	158	154	0.99	0.99	NUM
ejpam-7150	158	155	0.92	0.92	NUM
ejpam-7150	158	156	1.07	1.07	NUM
ejpam-7150	158	157	7	7	NUM
ejpam-7150	158	158	&	&	CCONJ
ejpam-7150	158	159	more	more	ADJ
ejpam-7150	158	160	1	1	NUM
ejpam-7150	158	161	1	1	NUM
ejpam-7150	158	162	1	1	NUM
ejpam-7150	158	163	wealth	wealth	NOUN
ejpam-7150	158	164	index	index	NOUN
ejpam-7150	158	165	quintile	quintile	NOUN
ejpam-7150	158	166	second	second	ADJ
ejpam-7150	158	167	1.45	1.45	NUM
ejpam-7150	158	168	*	*	PUNCT
ejpam-7150	158	169	*	*	PUNCT
ejpam-7150	158	170	*	*	PUNCT
ejpam-7150	158	171	1.16	1.16	NUM
ejpam-7150	158	172	1.83	1.83	NUM
ejpam-7150	158	173	1.64	1.64	NUM
ejpam-7150	158	174	*	*	PUNCT
ejpam-7150	158	175	*	*	PUNCT
ejpam-7150	158	176	*	*	PUNCT
ejpam-7150	158	177	1.27	1.27	NUM
ejpam-7150	158	178	2.09	2.09	NUM
ejpam-7150	158	179	1.86	1.86	NUM
ejpam-7150	158	180	*	*	PUNCT
ejpam-7150	158	181	*	*	PUNCT
ejpam-7150	158	182	*	*	PUNCT
ejpam-7150	158	183	1.67	1.67	NUM
ejpam-7150	158	184	2.06	2.06	NUM
ejpam-7150	158	185	middle	middle	ADJ
ejpam-7150	158	186	1.99	1.99	NUM
ejpam-7150	158	187	*	*	PUNCT
ejpam-7150	158	188	*	*	PUNCT
ejpam-7150	158	189	*	*	PUNCT
ejpam-7150	158	190	1.47	1.47	NUM
ejpam-7150	158	191	2.70	2.70	NUM
ejpam-7150	158	192	2.19	2.19	NUM
ejpam-7150	158	193	*	*	PUNCT
ejpam-7150	158	194	*	*	PUNCT
ejpam-7150	158	195	*	*	PUNCT
ejpam-7150	158	196	1.56	1.56	NUM
ejpam-7150	158	197	3.08	3.08	NUM
ejpam-7150	158	198	2.46	2.46	NUM
ejpam-7150	158	199	*	*	PUNCT
ejpam-7150	158	200	*	*	PUNCT
ejpam-7150	158	201	*	*	PUNCT
ejpam-7150	158	202	2.17	2.17	NUM
ejpam-7150	158	203	2.78	2.78	NUM
ejpam-7150	158	204	fourth	fourth	ADJ
ejpam-7150	158	205	2.52	2.52	NUM
ejpam-7150	158	206	*	*	PUNCT
ejpam-7150	158	207	*	*	PUNCT
ejpam-7150	158	208	*	*	PUNCT
ejpam-7150	158	209	1.76	1.76	NUM
ejpam-7150	158	210	3.60	3.60	NUM
ejpam-7150	158	211	2.59	2.59	NUM
ejpam-7150	158	212	*	*	PUNCT
ejpam-7150	158	213	*	*	PUNCT
ejpam-7150	158	214	*	*	PUNCT
ejpam-7150	158	215	1.70	1.70	NUM
ejpam-7150	158	216	3.92	3.92	NUM
ejpam-7150	158	217	2.62	2.62	NUM
ejpam-7150	158	218	*	*	PUNCT
ejpam-7150	158	219	*	*	PUNCT
ejpam-7150	158	220	*	*	PUNCT
ejpam-7150	158	221	2.26	2.26	NUM
ejpam-7150	158	222	3.04	3.04	NUM
ejpam-7150	158	223	richest	rich	ADJ
ejpam-7150	158	224	8.14	8.14	NUM
ejpam-7150	158	225	*	*	PUNCT
ejpam-7150	158	226	*	*	PUNCT
ejpam-7150	158	227	*	*	PUNCT
ejpam-7150	158	228	5.90	5.90	NUM
ejpam-7150	158	229	11.22	11.22	NUM
ejpam-7150	158	230	9.78	9.78	NUM
ejpam-7150	158	231	*	*	PUNCT
ejpam-7150	158	232	*	*	PUNCT
ejpam-7150	158	233	*	*	PUNCT
ejpam-7150	158	234	6.29	6.29	NUM
ejpam-7150	158	235	15.22	15.22	NUM
ejpam-7150	158	236	9.87	9.87	NUM
ejpam-7150	158	237	*	*	PUNCT
ejpam-7150	158	238	*	*	PUNCT
ejpam-7150	158	239	*	*	PUNCT
ejpam-7150	158	240	8.30	8.30	NUM
ejpam-7150	158	241	11.77	11.77	NUM
ejpam-7150	158	242	poorest	poor	ADJ
ejpam-7150	158	243	1	1	NUM
ejpam-7150	158	244	1	1	NUM
ejpam-7150	158	245	1	1	NUM
ejpam-7150	158	246	*	*	PUNCT
ejpam-7150	158	247	significant	significant	ADJ
ejpam-7150	158	248	at	at	ADP
ejpam-7150	158	249	0.05	0.05	NUM
ejpam-7150	158	250	,	,	PUNCT
ejpam-7150	158	251	*	*	PUNCT
ejpam-7150	158	252	*	*	PUNCT
ejpam-7150	158	253	significant	significant	ADJ
ejpam-7150	158	254	at	at	ADP
ejpam-7150	158	255	0.01	0.01	NUM
ejpam-7150	158	256	,	,	PUNCT
ejpam-7150	158	257	*	*	PUNCT
ejpam-7150	158	258	*	*	PUNCT
ejpam-7150	158	259	*	*	PUNCT
ejpam-7150	158	260	significant	significant	ADJ
ejpam-7150	158	261	at	at	ADP
ejpam-7150	158	262	0.001	0.001	NUM
ejpam-7150	158	263	4	4	NUM
ejpam-7150	158	264	.	.	PUNCT
ejpam-7150	159	1	discussion	discussion	NOUN
ejpam-7150	159	2	this	this	DET
ejpam-7150	159	3	study	study	NOUN
ejpam-7150	159	4	addressed	address	VERB
ejpam-7150	159	5	the	the	DET
ejpam-7150	159	6	persistent	persistent	ADJ
ejpam-7150	159	7	challenge	challenge	NOUN
ejpam-7150	159	8	of	of	ADP
ejpam-7150	159	9	sparse	sparse	ADJ
ejpam-7150	159	10	-	-	PUNCT
ejpam-7150	159	11	data	data	NOUN
ejpam-7150	159	12	bias	bias	NOUN
ejpam-7150	159	13	in	in	ADP
ejpam-7150	159	14	complex	complex	ADJ
ejpam-7150	159	15	surveys	survey	NOUN
ejpam-7150	159	16	,	,	PUNCT
ejpam-7150	159	17	using	use	VERB
ejpam-7150	159	18	sudan	sudan	PROPN
ejpam-7150	159	19	mics	mics	PROPN
ejpam-7150	159	20	2014	2014	NUM
ejpam-7150	159	21	as	as	ADP
ejpam-7150	159	22	a	a	DET
ejpam-7150	159	23	case	case	NOUN
ejpam-7150	159	24	study	study	NOUN
ejpam-7150	159	25	on	on	ADP
ejpam-7150	159	26	household	household	NOUN
ejpam-7150	159	27	handwashing	handwashing	NOUN
ejpam-7150	159	28	availability	availability	NOUN
ejpam-7150	159	29	.	.	PUNCT
ejpam-7150	160	1	conventional	conventional	ADJ
ejpam-7150	160	2	survey	survey	NOUN
ejpam-7150	160	3	-	-	PUNCT
ejpam-7150	160	4	weighted	weight	VERB
ejpam-7150	160	5	logistic	logistic	ADJ
ejpam-7150	160	6	regression	regression	NOUN
ejpam-7150	160	7	produced	produce	VERB
ejpam-7150	160	8	inflated	inflated	ADJ
ejpam-7150	160	9	ors	or	NOUN
ejpam-7150	160	10	and	and	CCONJ
ejpam-7150	160	11	wide	wide	ADJ
ejpam-7150	160	12	cis	cis	NOUN
ejpam-7150	160	13	,	,	PUNCT
ejpam-7150	160	14	particularly	particularly	ADV
ejpam-7150	160	15	for	for	ADP
ejpam-7150	160	16	small	small	ADJ
ejpam-7150	160	17	state	state	NOUN
ejpam-7150	160	18	-	-	PUNCT
ejpam-7150	160	19	level	level	NOUN
ejpam-7150	160	20	strata	strata	NOUN
ejpam-7150	160	21	,	,	PUNCT
ejpam-7150	160	22	confirming	confirm	VERB
ejpam-7150	160	23	earlier	early	ADJ
ejpam-7150	160	24	warnings	warning	NOUN
ejpam-7150	160	25	about	about	ADP
ejpam-7150	160	26	instability	instability	NOUN
ejpam-7150	160	27	under	under	ADP
ejpam-7150	160	28	quasior	quasior	NOUN
ejpam-7150	160	29	complete	complete	ADJ
ejpam-7150	160	30	separation	separation	NOUN
ejpam-7150	160	31	[	[	X
ejpam-7150	160	32	4	4	NUM
ejpam-7150	160	33	,	,	PUNCT
ejpam-7150	160	34	21	21	NUM
ejpam-7150	160	35	]	]	PUNCT
ejpam-7150	160	36	.	.	PUNCT
ejpam-7150	161	1	applying	apply	VERB
ejpam-7150	161	2	fplr	fplr	NOUN
ejpam-7150	161	3	reduced	reduce	VERB
ejpam-7150	161	4	these	these	DET
ejpam-7150	161	5	artifacts	artifact	NOUN
ejpam-7150	161	6	by	by	ADP
ejpam-7150	161	7	shrinking	shrink	VERB
ejpam-7150	161	8	extreme	extreme	ADJ
ejpam-7150	161	9	estimates	estimate	NOUN
ejpam-7150	161	10	toward	toward	ADP
ejpam-7150	161	11	plausible	plausible	ADJ
ejpam-7150	161	12	values	value	NOUN
ejpam-7150	161	13	,	,	PUNCT
ejpam-7150	161	14	consistent	consistent	ADJ
ejpam-7150	161	15	with	with	ADP
ejpam-7150	161	16	its	its	PRON
ejpam-7150	161	17	established	establish	VERB
ejpam-7150	161	18	role	role	NOUN
ejpam-7150	161	19	in	in	ADP
ejpam-7150	161	20	bias	bias	NOUN
ejpam-7150	161	21	reduction	reduction	NOUN
ejpam-7150	161	22	for	for	ADP
ejpam-7150	161	23	rare	rare	ADJ
ejpam-7150	161	24	events	event	NOUN
ejpam-7150	161	25	[	[	X
ejpam-7150	161	26	5	5	NUM
ejpam-7150	161	27	,	,	PUNCT
ejpam-7150	161	28	8	8	NUM
ejpam-7150	161	29	,	,	PUNCT
ejpam-7150	161	30	22	22	NUM
ejpam-7150	161	31	]	]	PUNCT
ejpam-7150	161	32	.	.	PUNCT
ejpam-7150	162	1	yet	yet	CCONJ
ejpam-7150	162	2	residual	residual	ADJ
ejpam-7150	162	3	instability	instability	NOUN
ejpam-7150	162	4	persisted	persist	VERB
ejpam-7150	162	5	in	in	ADP
ejpam-7150	162	6	very	very	ADV
ejpam-7150	162	7	sparse	sparse	ADJ
ejpam-7150	162	8	strata	strata	NOUN
ejpam-7150	162	9	,	,	PUNCT
ejpam-7150	162	10	demonstrating	demonstrate	VERB
ejpam-7150	162	11	that	that	DET
ejpam-7150	162	12	penalization	penalization	NOUN
ejpam-7150	162	13	alone	alone	ADV
ejpam-7150	162	14	can	can	AUX
ejpam-7150	162	15	not	not	PART
ejpam-7150	162	16	fully	fully	ADV
ejpam-7150	162	17	resolve	resolve	VERB
ejpam-7150	162	18	separation	separation	NOUN
ejpam-7150	162	19	when	when	SCONJ
ejpam-7150	162	20	coupled	couple	VERB
ejpam-7150	162	21	with	with	ADP
ejpam-7150	162	22	complex	complex	ADJ
ejpam-7150	162	23	design	design	NOUN
ejpam-7150	162	24	features	feature	NOUN
ejpam-7150	162	25	.	.	PUNCT
ejpam-7150	163	1	collapsing	collapse	VERB
ejpam-7150	163	2	states	state	NOUN
ejpam-7150	163	3	into	into	ADP
ejpam-7150	163	4	broader	broad	ADJ
ejpam-7150	163	5	regions	region	NOUN
ejpam-7150	163	6	provided	provide	VERB
ejpam-7150	163	7	an	an	DET
ejpam-7150	163	8	additional	additional	ADJ
ejpam-7150	163	9	remedy	remedy	NOUN
ejpam-7150	163	10	,	,	PUNCT
ejpam-7150	163	11	narrowing	narrow	VERB
ejpam-7150	163	12	confidence	confidence	NOUN
ejpam-7150	163	13	intervals	interval	NOUN
ejpam-7150	163	14	while	while	SCONJ
ejpam-7150	163	15	preserving	preserve	VERB
ejpam-7150	163	16	effect	effect	NOUN
ejpam-7150	163	17	directions	direction	NOUN
ejpam-7150	163	18	.	.	PUNCT
ejpam-7150	164	1	taken	take	VERB
ejpam-7150	164	2	together	together	ADV
ejpam-7150	164	3	,	,	PUNCT
ejpam-7150	164	4	the	the	DET
ejpam-7150	164	5	results	result	NOUN
ejpam-7150	164	6	illustrate	illustrate	VERB
ejpam-7150	164	7	a	a	DET
ejpam-7150	164	8	feasible	feasible	ADJ
ejpam-7150	164	9	workflow	workflow	NOUN
ejpam-7150	164	10	,	,	PUNCT
ejpam-7150	164	11	design	design	NOUN
ejpam-7150	164	12	-	-	PUNCT
ejpam-7150	164	13	based	base	VERB
ejpam-7150	164	14	regression	regression	NOUN
ejpam-7150	164	15	for	for	ADP
ejpam-7150	164	16	representativeness	representativeness	NOUN
ejpam-7150	164	17	,	,	PUNCT
ejpam-7150	164	18	penalized	penalize	VERB
ejpam-7150	164	19	regression	regression	NOUN
ejpam-7150	164	20	for	for	ADP
ejpam-7150	164	21	bias	bias	NOUN
ejpam-7150	164	22	reduction	reduction	NOUN
ejpam-7150	164	23	,	,	PUNCT
ejpam-7150	164	24	and	and	CCONJ
ejpam-7150	164	25	collapsing	collapse	VERB
ejpam-7150	164	26	for	for	ADP
ejpam-7150	164	27	stability	stability	NOUN
ejpam-7150	164	28	,	,	PUNCT
ejpam-7150	164	29	that	that	PRON
ejpam-7150	164	30	can	can	AUX
ejpam-7150	164	31	guide	guide	VERB
ejpam-7150	164	32	analysts	analyst	NOUN
ejpam-7150	164	33	working	work	VERB
ejpam-7150	164	34	with	with	ADP
ejpam-7150	164	35	mics	mic	NOUN
ejpam-7150	164	36	and	and	CCONJ
ejpam-7150	164	37	other	other	ADJ
ejpam-7150	164	38	large	large	ADJ
ejpam-7150	164	39	household	household	NOUN
ejpam-7150	164	40	surveys	survey	NOUN
ejpam-7150	164	41	[	[	X
ejpam-7150	164	42	10	10	NUM
ejpam-7150	164	43	]	]	PUNCT
ejpam-7150	164	44	.	.	PUNCT
ejpam-7150	165	1	z.	z.	PROPN
ejpam-7150	165	2	m.	m.	PROPN
ejpam-7150	165	3	s.	s.	PROPN
ejpam-7150	165	4	mohammed	mohammed	PROPN
ejpam-7150	165	5	et	et	PROPN
ejpam-7150	165	6	al	al	PROPN
ejpam-7150	165	7	.	.	PUNCT
ejpam-7150	165	8	/	/	SYM
ejpam-7150	165	9	eur	eur	PROPN
ejpam-7150	165	10	.	.	PUNCT
ejpam-7150	166	1	j.	j.	PROPN
ejpam-7150	166	2	pure	pure	PROPN
ejpam-7150	166	3	appl	appl	PROPN
ejpam-7150	166	4	.	.	PROPN
ejpam-7150	166	5	math	math	PROPN
ejpam-7150	166	6	,	,	PUNCT
ejpam-7150	166	7	18	18	NUM
ejpam-7150	166	8	(	(	PUNCT
ejpam-7150	166	9	4	4	NUM
ejpam-7150	166	10	)	)	PUNCT
ejpam-7150	166	11	(	(	PUNCT
ejpam-7150	166	12	2025	2025	NUM
ejpam-7150	166	13	)	)	PUNCT
ejpam-7150	166	14	,	,	PUNCT
ejpam-7150	166	15	7150	7150	NUM
ejpam-7150	166	16	12	12	NUM
ejpam-7150	166	17	of	of	ADP
ejpam-7150	166	18	15	15	NUM
ejpam-7150	166	19	substantively	substantively	ADV
ejpam-7150	166	20	,	,	PUNCT
ejpam-7150	166	21	the	the	DET
ejpam-7150	166	22	findings	finding	NOUN
ejpam-7150	166	23	highlight	highlight	VERB
ejpam-7150	166	24	entrenched	entrenched	ADJ
ejpam-7150	166	25	inequalities	inequality	NOUN
ejpam-7150	166	26	in	in	ADP
ejpam-7150	166	27	access	access	NOUN
ejpam-7150	166	28	to	to	ADP
ejpam-7150	166	29	hygiene	hygiene	NOUN
ejpam-7150	166	30	facilities	facility	NOUN
ejpam-7150	166	31	across	across	ADP
ejpam-7150	166	32	sudan	sudan	PROPN
ejpam-7150	166	33	.	.	PUNCT
ejpam-7150	167	1	education	education	NOUN
ejpam-7150	167	2	and	and	CCONJ
ejpam-7150	167	3	wealth	wealth	NOUN
ejpam-7150	167	4	gradients	gradient	NOUN
ejpam-7150	167	5	remained	remain	VERB
ejpam-7150	167	6	strong	strong	ADJ
ejpam-7150	167	7	even	even	ADV
ejpam-7150	167	8	after	after	ADP
ejpam-7150	167	9	methodological	methodological	ADJ
ejpam-7150	167	10	corrections	correction	NOUN
ejpam-7150	167	11	,	,	PUNCT
ejpam-7150	167	12	echoing	echo	VERB
ejpam-7150	167	13	global	global	ADJ
ejpam-7150	167	14	evidence	evidence	NOUN
ejpam-7150	167	15	that	that	SCONJ
ejpam-7150	167	16	socioeconomic	socioeconomic	ADJ
ejpam-7150	167	17	status	status	NOUN
ejpam-7150	167	18	is	be	AUX
ejpam-7150	167	19	a	a	DET
ejpam-7150	167	20	robust	robust	ADJ
ejpam-7150	167	21	determinant	determinant	NOUN
ejpam-7150	167	22	of	of	ADP
ejpam-7150	167	23	sanitation	sanitation	NOUN
ejpam-7150	167	24	access	access	NOUN
ejpam-7150	167	25	[	[	X
ejpam-7150	167	26	14	14	NUM
ejpam-7150	167	27	,	,	PUNCT
ejpam-7150	167	28	18	18	NUM
ejpam-7150	167	29	]	]	PUNCT
ejpam-7150	167	30	.	.	PUNCT
ejpam-7150	168	1	geographic	geographic	ADJ
ejpam-7150	168	2	disparities	disparity	NOUN
ejpam-7150	168	3	were	be	AUX
ejpam-7150	168	4	also	also	ADV
ejpam-7150	168	5	pronounced	pronounce	VERB
ejpam-7150	168	6	,	,	PUNCT
ejpam-7150	168	7	with	with	ADP
ejpam-7150	168	8	extremely	extremely	ADV
ejpam-7150	168	9	low	low	ADJ
ejpam-7150	168	10	coverage	coverage	NOUN
ejpam-7150	168	11	in	in	ADP
ejpam-7150	168	12	states	state	NOUN
ejpam-7150	168	13	such	such	ADJ
ejpam-7150	168	14	as	as	ADP
ejpam-7150	168	15	gadarif	gadarif	NOUN
ejpam-7150	168	16	compared	compare	VERB
ejpam-7150	168	17	with	with	ADP
ejpam-7150	168	18	high	high	ADJ
ejpam-7150	168	19	access	access	NOUN
ejpam-7150	168	20	in	in	ADP
ejpam-7150	168	21	central	central	ADJ
ejpam-7150	168	22	darfur	darfur	NOUN
ejpam-7150	168	23	,	,	PUNCT
ejpam-7150	168	24	consistent	consistent	ADJ
ejpam-7150	168	25	with	with	ADP
ejpam-7150	168	26	spatial	spatial	ADJ
ejpam-7150	168	27	inequities	inequity	NOUN
ejpam-7150	168	28	documented	document	VERB
ejpam-7150	168	29	in	in	ADP
ejpam-7150	168	30	water	water	NOUN
ejpam-7150	168	31	,	,	PUNCT
ejpam-7150	168	32	sanitation	sanitation	NOUN
ejpam-7150	168	33	,	,	PUNCT
ejpam-7150	168	34	and	and	CCONJ
ejpam-7150	168	35	hygiene	hygiene	NOUN
ejpam-7150	168	36	(	(	PUNCT
ejpam-7150	168	37	wash	wash	NOUN
ejpam-7150	168	38	)	)	PUNCT
ejpam-7150	168	39	research	research	NOUN
ejpam-7150	168	40	in	in	ADP
ejpam-7150	168	41	sub	sub	ADJ
ejpam-7150	168	42	-	-	ADJ
ejpam-7150	168	43	saharan	saharan	ADJ
ejpam-7150	168	44	africa	africa	PROPN
ejpam-7150	169	1	[	[	X
ejpam-7150	169	2	23	23	NUM
ejpam-7150	169	3	]	]	PUNCT
ejpam-7150	169	4	.	.	PUNCT
ejpam-7150	170	1	these	these	DET
ejpam-7150	170	2	results	result	NOUN
ejpam-7150	170	3	suggest	suggest	VERB
ejpam-7150	170	4	that	that	SCONJ
ejpam-7150	170	5	expanding	expand	VERB
ejpam-7150	170	6	hygiene	hygiene	NOUN
ejpam-7150	170	7	access	access	NOUN
ejpam-7150	170	8	requires	require	VERB
ejpam-7150	170	9	both	both	CCONJ
ejpam-7150	170	10	pro	pro	ADJ
ejpam-7150	170	11	-	-	ADJ
ejpam-7150	170	12	poor	poor	ADJ
ejpam-7150	170	13	investments	investment	NOUN
ejpam-7150	170	14	and	and	CCONJ
ejpam-7150	170	15	regionally	regionally	ADV
ejpam-7150	170	16	targeted	target	VERB
ejpam-7150	170	17	interventions	intervention	NOUN
ejpam-7150	170	18	,	,	PUNCT
ejpam-7150	170	19	as	as	SCONJ
ejpam-7150	170	20	recommended	recommend	VERB
ejpam-7150	170	21	by	by	ADP
ejpam-7150	170	22	[	[	X
ejpam-7150	170	23	15	15	NUM
ejpam-7150	170	24	]	]	PUNCT
ejpam-7150	170	25	.	.	PUNCT
ejpam-7150	171	1	importantly	importantly	ADV
ejpam-7150	171	2	,	,	PUNCT
ejpam-7150	171	3	the	the	DET
ejpam-7150	171	4	methodological	methodological	ADJ
ejpam-7150	171	5	refinements	refinement	NOUN
ejpam-7150	171	6	applied	apply	VERB
ejpam-7150	171	7	here	here	ADV
ejpam-7150	171	8	did	do	AUX
ejpam-7150	171	9	not	not	PART
ejpam-7150	171	10	erase	erase	VERB
ejpam-7150	171	11	substantive	substantive	ADJ
ejpam-7150	171	12	patterns	pattern	NOUN
ejpam-7150	171	13	of	of	ADP
ejpam-7150	171	14	inequality	inequality	NOUN
ejpam-7150	171	15	but	but	CCONJ
ejpam-7150	171	16	instead	instead	ADV
ejpam-7150	171	17	produced	produce	VERB
ejpam-7150	171	18	more	more	ADV
ejpam-7150	171	19	credible	credible	ADJ
ejpam-7150	171	20	estimates	estimate	NOUN
ejpam-7150	171	21	,	,	PUNCT
ejpam-7150	171	22	ensuring	ensure	VERB
ejpam-7150	171	23	that	that	SCONJ
ejpam-7150	171	24	policy	policy	NOUN
ejpam-7150	171	25	responses	response	NOUN
ejpam-7150	171	26	are	be	AUX
ejpam-7150	171	27	guided	guide	VERB
ejpam-7150	171	28	by	by	ADP
ejpam-7150	171	29	stable	stable	ADJ
ejpam-7150	171	30	and	and	CCONJ
ejpam-7150	171	31	interpretable	interpretable	ADJ
ejpam-7150	171	32	evidence	evidence	NOUN
ejpam-7150	171	33	.	.	PUNCT
ejpam-7150	172	1	this	this	DET
ejpam-7150	172	2	study	study	NOUN
ejpam-7150	172	3	has	have	VERB
ejpam-7150	172	4	several	several	ADJ
ejpam-7150	172	5	strengths	strength	NOUN
ejpam-7150	172	6	,	,	PUNCT
ejpam-7150	172	7	including	include	VERB
ejpam-7150	172	8	the	the	DET
ejpam-7150	172	9	use	use	NOUN
ejpam-7150	172	10	of	of	ADP
ejpam-7150	172	11	a	a	DET
ejpam-7150	172	12	nationally	nationally	ADV
ejpam-7150	172	13	representative	representative	ADJ
ejpam-7150	172	14	dataset	dataset	NOUN
ejpam-7150	172	15	,	,	PUNCT
ejpam-7150	172	16	the	the	DET
ejpam-7150	172	17	systematic	systematic	ADJ
ejpam-7150	172	18	comparison	comparison	NOUN
ejpam-7150	172	19	of	of	ADP
ejpam-7150	172	20	analytic	analytic	ADJ
ejpam-7150	172	21	strategies	strategy	NOUN
ejpam-7150	172	22	,	,	PUNCT
ejpam-7150	172	23	and	and	CCONJ
ejpam-7150	172	24	the	the	DET
ejpam-7150	172	25	transparent	transparent	ADJ
ejpam-7150	172	26	demonstration	demonstration	NOUN
ejpam-7150	172	27	of	of	ADP
ejpam-7150	172	28	sparse	sparse	ADJ
ejpam-7150	172	29	-	-	PUNCT
ejpam-7150	172	30	data	data	NOUN
ejpam-7150	172	31	bias	bias	NOUN
ejpam-7150	172	32	and	and	CCONJ
ejpam-7150	172	33	remedies	remedy	NOUN
ejpam-7150	172	34	.	.	PUNCT
ejpam-7150	173	1	nonetheless	nonetheless	ADV
ejpam-7150	173	2	,	,	PUNCT
ejpam-7150	173	3	limitations	limitation	NOUN
ejpam-7150	173	4	must	must	AUX
ejpam-7150	173	5	be	be	AUX
ejpam-7150	173	6	noted	note	VERB
ejpam-7150	173	7	.	.	PUNCT
ejpam-7150	174	1	current	current	ADJ
ejpam-7150	174	2	implementations	implementation	NOUN
ejpam-7150	174	3	of	of	ADP
ejpam-7150	174	4	firth	firth	PROPN
ejpam-7150	174	5	’s	’s	PART
ejpam-7150	174	6	regression	regression	NOUN
ejpam-7150	174	7	do	do	AUX
ejpam-7150	174	8	not	not	PART
ejpam-7150	174	9	fully	fully	ADV
ejpam-7150	174	10	incorporate	incorporate	VERB
ejpam-7150	174	11	survey	survey	NOUN
ejpam-7150	174	12	weights	weight	NOUN
ejpam-7150	174	13	or	or	CCONJ
ejpam-7150	174	14	clustering	cluster	VERB
ejpam-7150	174	15	[	[	X
ejpam-7150	174	16	3	3	NUM
ejpam-7150	174	17	]	]	PUNCT
ejpam-7150	174	18	,	,	PUNCT
ejpam-7150	174	19	which	which	PRON
ejpam-7150	174	20	may	may	AUX
ejpam-7150	174	21	leave	leave	VERB
ejpam-7150	174	22	residual	residual	ADJ
ejpam-7150	174	23	bias	bias	NOUN
ejpam-7150	174	24	.	.	PUNCT
ejpam-7150	175	1	this	this	DET
ejpam-7150	175	2	limitation	limitation	NOUN
ejpam-7150	175	3	has	have	AUX
ejpam-7150	175	4	motivated	motivate	VERB
ejpam-7150	175	5	emerging	emerge	VERB
ejpam-7150	175	6	methodological	methodological	ADJ
ejpam-7150	175	7	efforts	effort	NOUN
ejpam-7150	175	8	toward	toward	ADP
ejpam-7150	175	9	weighted	weight	VERB
ejpam-7150	175	10	penalized	penalize	VERB
ejpam-7150	175	11	likelihood	likelihood	NOUN
ejpam-7150	175	12	and	and	CCONJ
ejpam-7150	175	13	pseudo	pseudo	NOUN
ejpam-7150	175	14	-	-	PUNCT
ejpam-7150	175	15	likelihood	likelihood	NOUN
ejpam-7150	175	16	formulations	formulation	NOUN
ejpam-7150	175	17	that	that	PRON
ejpam-7150	175	18	combine	combine	AUX
ejpam-7150	175	19	survey	survey	NOUN
ejpam-7150	175	20	weights	weight	NOUN
ejpam-7150	175	21	with	with	ADP
ejpam-7150	175	22	penalization	penalization	NOUN
ejpam-7150	175	23	to	to	PART
ejpam-7150	175	24	achieve	achieve	VERB
ejpam-7150	175	25	design	design	NOUN
ejpam-7150	175	26	-	-	PUNCT
ejpam-7150	175	27	consistent	consistent	ADJ
ejpam-7150	175	28	inference	inference	NOUN
ejpam-7150	175	29	[	[	X
ejpam-7150	175	30	24	24	NUM
ejpam-7150	175	31	]	]	PUNCT
ejpam-7150	175	32	.	.	PUNCT
ejpam-7150	176	1	collapsing	collapse	VERB
ejpam-7150	176	2	the	the	DET
ejpam-7150	176	3	18	18	NUM
ejpam-7150	176	4	states	state	NOUN
ejpam-7150	176	5	into	into	ADP
ejpam-7150	176	6	five	five	NUM
ejpam-7150	176	7	broader	broad	ADJ
ejpam-7150	176	8	regions	region	NOUN
ejpam-7150	176	9	improved	improve	VERB
ejpam-7150	176	10	model	model	NOUN
ejpam-7150	176	11	stability	stability	NOUN
ejpam-7150	176	12	and	and	CCONJ
ejpam-7150	176	13	effective	effective	ADJ
ejpam-7150	176	14	sample	sample	NOUN
ejpam-7150	176	15	size	size	NOUN
ejpam-7150	176	16	but	but	CCONJ
ejpam-7150	176	17	may	may	AUX
ejpam-7150	176	18	have	have	AUX
ejpam-7150	176	19	obscured	obscure	VERB
ejpam-7150	176	20	within	within	ADP
ejpam-7150	176	21	-	-	PUNCT
ejpam-7150	176	22	region	region	NOUN
ejpam-7150	176	23	heterogeneity	heterogeneity	NOUN
ejpam-7150	176	24	,	,	PUNCT
ejpam-7150	176	25	a	a	DET
ejpam-7150	176	26	trade	trade	NOUN
ejpam-7150	176	27	-	-	PUNCT
ejpam-7150	176	28	off	off	NOUN
ejpam-7150	176	29	commonly	commonly	ADV
ejpam-7150	176	30	observed	observe	VERB
ejpam-7150	176	31	in	in	ADP
ejpam-7150	176	32	sparse	sparse	ADJ
ejpam-7150	176	33	-	-	PUNCT
ejpam-7150	176	34	data	datum	NOUN
ejpam-7150	176	35	analyses	analysis	NOUN
ejpam-7150	176	36	[	[	X
ejpam-7150	176	37	11	11	NUM
ejpam-7150	176	38	]	]	PUNCT
ejpam-7150	176	39	.	.	PUNCT
ejpam-7150	177	1	however	however	ADV
ejpam-7150	177	2	,	,	PUNCT
ejpam-7150	177	3	this	this	DET
ejpam-7150	177	4	regional	regional	ADJ
ejpam-7150	177	5	grouping	grouping	NOUN
ejpam-7150	177	6	was	be	AUX
ejpam-7150	177	7	guided	guide	VERB
ejpam-7150	177	8	by	by	ADP
ejpam-7150	177	9	both	both	CCONJ
ejpam-7150	177	10	statistical	statistical	ADJ
ejpam-7150	177	11	and	and	CCONJ
ejpam-7150	177	12	substantive	substantive	ADJ
ejpam-7150	177	13	considerations	consideration	NOUN
ejpam-7150	177	14	,	,	PUNCT
ejpam-7150	177	15	as	as	SCONJ
ejpam-7150	177	16	the	the	DET
ejpam-7150	177	17	merged	merged	ADJ
ejpam-7150	177	18	states	state	NOUN
ejpam-7150	177	19	share	share	VERB
ejpam-7150	177	20	similar	similar	ADJ
ejpam-7150	177	21	socioeconomic	socioeconomic	ADJ
ejpam-7150	177	22	and	and	CCONJ
ejpam-7150	177	23	health	health	NOUN
ejpam-7150	177	24	profiles	profile	NOUN
ejpam-7150	177	25	,	,	PUNCT
ejpam-7150	177	26	allowing	allow	VERB
ejpam-7150	177	27	stability	stability	NOUN
ejpam-7150	177	28	without	without	ADP
ejpam-7150	177	29	sacrificing	sacrifice	VERB
ejpam-7150	177	30	interpretability	interpretability	NOUN
ejpam-7150	177	31	within	within	ADP
ejpam-7150	177	32	sudan	sudan	PROPN
ejpam-7150	177	33	’s	’s	PART
ejpam-7150	177	34	administrative	administrative	ADJ
ejpam-7150	177	35	structure	structure	NOUN
ejpam-7150	177	36	.	.	PUNCT
ejpam-7150	178	1	finally	finally	ADV
ejpam-7150	178	2	,	,	PUNCT
ejpam-7150	178	3	as	as	ADP
ejpam-7150	178	4	a	a	DET
ejpam-7150	178	5	cross	cross	ADJ
ejpam-7150	178	6	-	-	ADJ
ejpam-7150	178	7	sectional	sectional	ADJ
ejpam-7150	178	8	survey	survey	NOUN
ejpam-7150	178	9	,	,	PUNCT
ejpam-7150	178	10	mics	mic	NOUN
ejpam-7150	178	11	does	do	AUX
ejpam-7150	178	12	not	not	PART
ejpam-7150	178	13	allow	allow	VERB
ejpam-7150	178	14	causal	causal	ADJ
ejpam-7150	178	15	inference	inference	NOUN
ejpam-7150	178	16	,	,	PUNCT
ejpam-7150	178	17	and	and	CCONJ
ejpam-7150	178	18	unmeasured	unmeasured	ADJ
ejpam-7150	178	19	confounders	confounder	NOUN
ejpam-7150	178	20	,	,	PUNCT
ejpam-7150	178	21	such	such	ADJ
ejpam-7150	178	22	as	as	ADP
ejpam-7150	178	23	water	water	NOUN
ejpam-7150	178	24	reliability	reliability	NOUN
ejpam-7150	178	25	or	or	CCONJ
ejpam-7150	178	26	cultural	cultural	ADJ
ejpam-7150	178	27	practices	practice	NOUN
ejpam-7150	178	28	,	,	PUNCT
ejpam-7150	178	29	may	may	AUX
ejpam-7150	178	30	partly	partly	ADV
ejpam-7150	178	31	explain	explain	VERB
ejpam-7150	178	32	observed	observed	ADJ
ejpam-7150	178	33	associations	association	NOUN
ejpam-7150	178	34	.	.	PUNCT
ejpam-7150	179	1	future	future	ADJ
ejpam-7150	179	2	research	research	NOUN
ejpam-7150	179	3	should	should	AUX
ejpam-7150	179	4	explore	explore	VERB
ejpam-7150	179	5	bayesian	bayesian	NOUN
ejpam-7150	179	6	hierarchical	hierarchical	ADJ
ejpam-7150	179	7	and	and	CCONJ
ejpam-7150	179	8	penalized	penalize	VERB
ejpam-7150	179	9	multilevel	multilevel	NOUN
ejpam-7150	179	10	models	model	NOUN
ejpam-7150	179	11	that	that	PRON
ejpam-7150	179	12	can	can	AUX
ejpam-7150	179	13	simultaneously	simultaneously	ADV
ejpam-7150	179	14	accommodate	accommodate	VERB
ejpam-7150	179	15	survey	survey	NOUN
ejpam-7150	179	16	design	design	NOUN
ejpam-7150	179	17	and	and	CCONJ
ejpam-7150	179	18	small	small	ADJ
ejpam-7150	179	19	-	-	PUNCT
ejpam-7150	179	20	area	area	NOUN
ejpam-7150	179	21	estimation	estimation	NOUN
ejpam-7150	179	22	[	[	X
ejpam-7150	179	23	16	16	NUM
ejpam-7150	179	24	]	]	PUNCT
ejpam-7150	179	25	.	.	PUNCT
ejpam-7150	180	1	by	by	ADP
ejpam-7150	180	2	combining	combine	VERB
ejpam-7150	180	3	current	current	ADJ
ejpam-7150	180	4	methodological	methodological	ADJ
ejpam-7150	180	5	discussion	discussion	NOUN
ejpam-7150	180	6	with	with	ADP
ejpam-7150	180	7	substantive	substantive	ADJ
ejpam-7150	180	8	interpretation	interpretation	NOUN
ejpam-7150	180	9	,	,	PUNCT
ejpam-7150	180	10	this	this	DET
ejpam-7150	180	11	study	study	NOUN
ejpam-7150	180	12	contributes	contribute	VERB
ejpam-7150	180	13	both	both	PRON
ejpam-7150	180	14	to	to	ADP
ejpam-7150	180	15	improving	improve	VERB
ejpam-7150	180	16	analytic	analytic	ADJ
ejpam-7150	180	17	practice	practice	NOUN
ejpam-7150	180	18	in	in	ADP
ejpam-7150	180	19	complex	complex	ADJ
ejpam-7150	180	20	survey	survey	NOUN
ejpam-7150	180	21	research	research	NOUN
ejpam-7150	180	22	and	and	CCONJ
ejpam-7150	180	23	to	to	ADP
ejpam-7150	180	24	strengthening	strengthen	VERB
ejpam-7150	180	25	the	the	DET
ejpam-7150	180	26	evidence	evidence	NOUN
ejpam-7150	180	27	base	base	NOUN
ejpam-7150	180	28	for	for	ADP
ejpam-7150	180	29	achieving	achieve	VERB
ejpam-7150	180	30	sustainable	sustainable	ADJ
ejpam-7150	180	31	development	development	NOUN
ejpam-7150	180	32	goal	goal	NOUN
ejpam-7150	180	33	6	6	NUM
ejpam-7150	180	34	on	on	ADP
ejpam-7150	180	35	universal	universal	ADJ
ejpam-7150	180	36	hygiene	hygiene	NOUN
ejpam-7150	180	37	access	access	NOUN
ejpam-7150	180	38	.	.	PUNCT
ejpam-7150	181	1	5	5	X
ejpam-7150	181	2	.	.	X
ejpam-7150	181	3	conclusion	conclusion	NOUN
ejpam-7150	181	4	this	this	DET
ejpam-7150	181	5	study	study	NOUN
ejpam-7150	181	6	shows	show	VERB
ejpam-7150	181	7	that	that	SCONJ
ejpam-7150	181	8	sparse	sparse	ADJ
ejpam-7150	181	9	cells	cell	NOUN
ejpam-7150	181	10	in	in	ADP
ejpam-7150	181	11	complex	complex	ADJ
ejpam-7150	181	12	surveys	survey	NOUN
ejpam-7150	181	13	like	like	ADP
ejpam-7150	181	14	mics	mic	NOUN
ejpam-7150	181	15	can	can	AUX
ejpam-7150	181	16	distort	distort	VERB
ejpam-7150	181	17	designbased	designbase	VERB
ejpam-7150	181	18	logistic	logistic	ADJ
ejpam-7150	181	19	regression	regression	NOUN
ejpam-7150	181	20	,	,	PUNCT
ejpam-7150	181	21	yielding	yield	VERB
ejpam-7150	181	22	inflated	inflated	ADJ
ejpam-7150	181	23	ors	or	NOUN
ejpam-7150	181	24	,	,	PUNCT
ejpam-7150	181	25	wide	wide	ADJ
ejpam-7150	181	26	cis	cis	NOUN
ejpam-7150	181	27	,	,	PUNCT
ejpam-7150	181	28	and	and	CCONJ
ejpam-7150	181	29	occasional	occasional	ADJ
ejpam-7150	181	30	non	non	ADJ
ejpam-7150	181	31	-	-	NOUN
ejpam-7150	181	32	convergence	convergence	NOUN
ejpam-7150	181	33	.	.	PUNCT
ejpam-7150	182	1	using	use	VERB
ejpam-7150	182	2	a	a	DET
ejpam-7150	182	3	hygiene	hygiene	NOUN
ejpam-7150	182	4	-	-	PUNCT
ejpam-7150	182	5	access	access	NOUN
ejpam-7150	182	6	case	case	NOUN
ejpam-7150	182	7	study	study	NOUN
ejpam-7150	182	8	,	,	PUNCT
ejpam-7150	182	9	the	the	DET
ejpam-7150	182	10	study	study	NOUN
ejpam-7150	182	11	implemented	implement	VERB
ejpam-7150	182	12	a	a	DET
ejpam-7150	182	13	practical	practical	ADJ
ejpam-7150	182	14	analytic	analytic	ADJ
ejpam-7150	182	15	strategy	strategy	NOUN
ejpam-7150	182	16	:	:	PUNCT
ejpam-7150	182	17	estimate	estimate	VERB
ejpam-7150	182	18	slr	slr	NOUN
ejpam-7150	182	19	for	for	ADP
ejpam-7150	182	20	population	population	NOUN
ejpam-7150	182	21	-	-	PUNCT
ejpam-7150	182	22	representative	representative	NOUN
ejpam-7150	182	23	effects	effect	NOUN
ejpam-7150	182	24	;	;	PUNCT
ejpam-7150	182	25	apply	apply	VERB
ejpam-7150	182	26	fplr	fplr	NOUN
ejpam-7150	182	27	to	to	PART
ejpam-7150	182	28	reduce	reduce	VERB
ejpam-7150	182	29	separation	separation	NOUN
ejpam-7150	182	30	-	-	PUNCT
ejpam-7150	182	31	driven	drive	VERB
ejpam-7150	182	32	bias	bias	NOUN
ejpam-7150	182	33	and	and	CCONJ
ejpam-7150	182	34	ensure	ensure	VERB
ejpam-7150	182	35	finite	finite	ADJ
ejpam-7150	182	36	,	,	PUNCT
ejpam-7150	182	37	more	more	ADV
ejpam-7150	182	38	stable	stable	ADJ
ejpam-7150	182	39	coefficients	coefficient	NOUN
ejpam-7150	182	40	;	;	PUNCT
ejpam-7150	182	41	and	and	CCONJ
ejpam-7150	182	42	,	,	PUNCT
ejpam-7150	182	43	when	when	SCONJ
ejpam-7150	182	44	sparsity	sparsity	NOUN
ejpam-7150	182	45	persists	persist	VERB
ejpam-7150	182	46	,	,	PUNCT
ejpam-7150	182	47	collapse	collapse	VERB
ejpam-7150	182	48	small	small	ADJ
ejpam-7150	182	49	geographic	geographic	ADJ
ejpam-7150	182	50	units	unit	NOUN
ejpam-7150	182	51	into	into	ADP
ejpam-7150	182	52	broader	broad	ADJ
ejpam-7150	182	53	regions	region	NOUN
ejpam-7150	182	54	to	to	PART
ejpam-7150	182	55	further	far	ADV
ejpam-7150	182	56	stabilize	stabilize	VERB
ejpam-7150	182	57	estimates	estimate	NOUN
ejpam-7150	182	58	.	.	PUNCT
ejpam-7150	183	1	substantively	substantively	ADV
ejpam-7150	183	2	,	,	PUNCT
ejpam-7150	183	3	access	access	NOUN
ejpam-7150	183	4	to	to	ADP
ejpam-7150	183	5	handwashing	handwashing	NOUN
ejpam-7150	183	6	facilities	facility	NOUN
ejpam-7150	183	7	varied	varied	ADJ
ejpam-7150	183	8	little	little	ADJ
ejpam-7150	183	9	by	by	ADP
ejpam-7150	183	10	sex	sex	NOUN
ejpam-7150	183	11	of	of	ADP
ejpam-7150	183	12	household	household	NOUN
ejpam-7150	183	13	head	head	NOUN
ejpam-7150	183	14	but	but	CCONJ
ejpam-7150	183	15	showed	show	VERB
ejpam-7150	183	16	strong	strong	ADJ
ejpam-7150	183	17	gradients	gradient	NOUN
ejpam-7150	183	18	by	by	ADP
ejpam-7150	183	19	education	education	NOUN
ejpam-7150	183	20	,	,	PUNCT
ejpam-7150	183	21	wealth	wealth	NOUN
ejpam-7150	183	22	,	,	PUNCT
ejpam-7150	183	23	residence	residence	NOUN
ejpam-7150	183	24	,	,	PUNCT
ejpam-7150	183	25	and	and	CCONJ
ejpam-7150	183	26	geography	geography	NOUN
ejpam-7150	183	27	.	.	PUNCT
ejpam-7150	184	1	because	because	SCONJ
ejpam-7150	184	2	sparse	sparse	ADJ
ejpam-7150	184	3	-	-	PUNCT
ejpam-7150	184	4	data	data	NOUN
ejpam-7150	184	5	bias	bias	NOUN
ejpam-7150	184	6	is	be	AUX
ejpam-7150	184	7	structural	structural	ADJ
ejpam-7150	184	8	in	in	ADP
ejpam-7150	184	9	complex	complex	ADJ
ejpam-7150	184	10	survey	survey	NOUN
ejpam-7150	184	11	designs	design	NOUN
ejpam-7150	184	12	,	,	PUNCT
ejpam-7150	184	13	it	it	PRON
ejpam-7150	184	14	must	must	AUX
ejpam-7150	184	15	be	be	AUX
ejpam-7150	184	16	addressed	address	VERB
ejpam-7150	184	17	to	to	PART
ejpam-7150	184	18	produce	produce	VERB
ejpam-7150	184	19	credible	credible	ADJ
ejpam-7150	184	20	,	,	PUNCT
ejpam-7150	184	21	policy	policy	NOUN
ejpam-7150	184	22	-	-	PUNCT
ejpam-7150	184	23	relevant	relevant	ADJ
ejpam-7150	184	24	inferz	inferz	NOUN
ejpam-7150	184	25	.	.	PUNCT
ejpam-7150	185	1	m.	m.	PROPN
ejpam-7150	185	2	s.	s.	PROPN
ejpam-7150	185	3	mohammed	mohammed	PROPN
ejpam-7150	185	4	et	et	PROPN
ejpam-7150	185	5	al	al	PROPN
ejpam-7150	185	6	.	.	PUNCT
ejpam-7150	185	7	/	/	SYM
ejpam-7150	185	8	eur	eur	PROPN
ejpam-7150	185	9	.	.	PUNCT
ejpam-7150	186	1	j.	j.	PROPN
ejpam-7150	186	2	pure	pure	PROPN
ejpam-7150	186	3	appl	appl	PROPN
ejpam-7150	186	4	.	.	PROPN
ejpam-7150	186	5	math	math	PROPN
ejpam-7150	186	6	,	,	PUNCT
ejpam-7150	186	7	18	18	NUM
ejpam-7150	186	8	(	(	PUNCT
ejpam-7150	186	9	4	4	NUM
ejpam-7150	186	10	)	)	PUNCT
ejpam-7150	186	11	(	(	PUNCT
ejpam-7150	186	12	2025	2025	NUM
ejpam-7150	186	13	)	)	PUNCT
ejpam-7150	186	14	,	,	PUNCT
ejpam-7150	186	15	7150	7150	NUM
ejpam-7150	186	16	13	13	NUM
ejpam-7150	186	17	of	of	ADP
ejpam-7150	186	18	15	15	NUM
ejpam-7150	186	19	ence	ence	NOUN
ejpam-7150	186	20	.	.	PUNCT
ejpam-7150	187	1	in	in	ADP
ejpam-7150	187	2	our	our	PRON
ejpam-7150	187	3	mics	mic	NOUN
ejpam-7150	187	4	case	case	NOUN
ejpam-7150	187	5	study	study	NOUN
ejpam-7150	187	6	,	,	PUNCT
ejpam-7150	187	7	slr	slr	NOUN
ejpam-7150	187	8	alone	alone	ADV
ejpam-7150	187	9	produced	produce	VERB
ejpam-7150	187	10	unstable	unstable	ADJ
ejpam-7150	187	11	,	,	PUNCT
ejpam-7150	187	12	inflated	inflated	ADJ
ejpam-7150	187	13	estimates	estimate	NOUN
ejpam-7150	187	14	in	in	ADP
ejpam-7150	187	15	sparse	sparse	ADJ
ejpam-7150	187	16	strata	strata	NOUN
ejpam-7150	187	17	;	;	PUNCT
ejpam-7150	187	18	fplr	fplr	NOUN
ejpam-7150	187	19	reduced	reduce	VERB
ejpam-7150	187	20	this	this	DET
ejpam-7150	187	21	inflation	inflation	NOUN
ejpam-7150	187	22	,	,	PUNCT
ejpam-7150	187	23	and	and	CCONJ
ejpam-7150	187	24	regrouping	regroup	VERB
ejpam-7150	187	25	states	state	NOUN
ejpam-7150	187	26	into	into	ADP
ejpam-7150	187	27	broader	broad	ADJ
ejpam-7150	187	28	regions	region	NOUN
ejpam-7150	187	29	improved	improve	VERB
ejpam-7150	187	30	precision	precision	NOUN
ejpam-7150	187	31	with	with	ADP
ejpam-7150	187	32	modest	modest	ADJ
ejpam-7150	187	33	loss	loss	NOUN
ejpam-7150	187	34	of	of	ADP
ejpam-7150	187	35	granularity	granularity	NOUN
ejpam-7150	187	36	.	.	PUNCT
ejpam-7150	188	1	together	together	ADV
ejpam-7150	188	2	,	,	PUNCT
ejpam-7150	188	3	these	these	DET
ejpam-7150	188	4	steps	step	NOUN
ejpam-7150	188	5	yield	yield	VERB
ejpam-7150	188	6	stable	stable	ADJ
ejpam-7150	188	7	,	,	PUNCT
ejpam-7150	188	8	interpretable	interpretable	ADJ
ejpam-7150	188	9	estimates	estimate	NOUN
ejpam-7150	188	10	that	that	PRON
ejpam-7150	188	11	strengthen	strengthen	VERB
ejpam-7150	188	12	the	the	DET
ejpam-7150	188	13	evidence	evidence	NOUN
ejpam-7150	188	14	base	base	NOUN
ejpam-7150	188	15	for	for	ADP
ejpam-7150	188	16	targeting	target	VERB
ejpam-7150	188	17	hygiene	hygiene	NOUN
ejpam-7150	188	18	investments	investment	NOUN
ejpam-7150	188	19	toward	toward	ADP
ejpam-7150	188	20	poorer	poor	ADJ
ejpam-7150	188	21	households	household	NOUN
ejpam-7150	188	22	,	,	PUNCT
ejpam-7150	188	23	less	less	ADV
ejpam-7150	188	24	-	-	PUNCT
ejpam-7150	188	25	educated	educate	VERB
ejpam-7150	188	26	heads	head	NOUN
ejpam-7150	188	27	,	,	PUNCT
ejpam-7150	188	28	rural	rural	ADJ
ejpam-7150	188	29	areas	area	NOUN
ejpam-7150	188	30	,	,	PUNCT
ejpam-7150	188	31	and	and	CCONJ
ejpam-7150	188	32	lagging	lag	VERB
ejpam-7150	188	33	regions	region	NOUN
ejpam-7150	188	34	.	.	PUNCT
ejpam-7150	189	1	practically	practically	ADV
ejpam-7150	189	2	,	,	PUNCT
ejpam-7150	189	3	this	this	DET
ejpam-7150	189	4	approach	approach	NOUN
ejpam-7150	189	5	offers	offer	VERB
ejpam-7150	189	6	a	a	DET
ejpam-7150	189	7	robust	robust	ADJ
ejpam-7150	189	8	template	template	NOUN
ejpam-7150	189	9	for	for	ADP
ejpam-7150	189	10	analyzing	analyze	VERB
ejpam-7150	189	11	binary	binary	ADJ
ejpam-7150	189	12	outcomes	outcome	NOUN
ejpam-7150	189	13	in	in	ADP
ejpam-7150	189	14	complex	complex	ADJ
ejpam-7150	189	15	surveys	survey	NOUN
ejpam-7150	189	16	while	while	SCONJ
ejpam-7150	189	17	retaining	retain	VERB
ejpam-7150	189	18	policy	policy	NOUN
ejpam-7150	189	19	-	-	PUNCT
ejpam-7150	189	20	relevant	relevant	ADJ
ejpam-7150	189	21	signals	signal	NOUN
ejpam-7150	189	22	of	of	ADP
ejpam-7150	189	23	inequality	inequality	NOUN
ejpam-7150	189	24	in	in	ADP
ejpam-7150	189	25	hygiene	hygiene	NOUN
ejpam-7150	189	26	access	access	NOUN
ejpam-7150	189	27	.	.	PUNCT
ejpam-7150	190	1	the	the	DET
ejpam-7150	190	2	adoption	adoption	NOUN
ejpam-7150	190	3	of	of	ADP
ejpam-7150	190	4	biasadjusted	biasadjuste	VERB
ejpam-7150	190	5	workflows	workflow	NOUN
ejpam-7150	190	6	,	,	PUNCT
ejpam-7150	190	7	such	such	ADJ
ejpam-7150	190	8	as	as	ADP
ejpam-7150	190	9	the	the	DET
ejpam-7150	190	10	one	one	NOUN
ejpam-7150	190	11	demonstrated	demonstrate	VERB
ejpam-7150	190	12	here	here	ADV
ejpam-7150	190	13	,	,	PUNCT
ejpam-7150	190	14	can	can	AUX
ejpam-7150	190	15	strengthen	strengthen	VERB
ejpam-7150	190	16	evidence	evidence	NOUN
ejpam-7150	190	17	-	-	PUNCT
ejpam-7150	190	18	based	base	VERB
ejpam-7150	190	19	policy	policy	NOUN
ejpam-7150	190	20	formulation	formulation	NOUN
ejpam-7150	190	21	and	and	CCONJ
ejpam-7150	190	22	better	well	ADJ
ejpam-7150	190	23	guide	guide	VERB
ejpam-7150	190	24	investments	investment	NOUN
ejpam-7150	190	25	toward	toward	ADP
ejpam-7150	190	26	communities	community	NOUN
ejpam-7150	190	27	most	most	ADV
ejpam-7150	190	28	at	at	ADP
ejpam-7150	190	29	risk	risk	NOUN
ejpam-7150	190	30	of	of	ADP
ejpam-7150	190	31	being	be	AUX
ejpam-7150	190	32	left	leave	VERB
ejpam-7150	190	33	behind	behind	ADV
ejpam-7150	190	34	in	in	ADP
ejpam-7150	190	35	achieving	achieve	VERB
ejpam-7150	190	36	sustainable	sustainable	ADJ
ejpam-7150	190	37	development	development	NOUN
ejpam-7150	190	38	goal	goal	NOUN
ejpam-7150	190	39	6	6	NUM
ejpam-7150	190	40	.	.	PUNCT
ejpam-7150	191	1	ethical	ethical	ADJ
ejpam-7150	191	2	considerations	consideration	NOUN
ejpam-7150	191	3	this	this	DET
ejpam-7150	191	4	study	study	NOUN
ejpam-7150	191	5	used	use	VERB
ejpam-7150	191	6	secondary	secondary	ADJ
ejpam-7150	191	7	data	datum	NOUN
ejpam-7150	191	8	from	from	ADP
ejpam-7150	191	9	the	the	DET
ejpam-7150	191	10	publicly	publicly	ADV
ejpam-7150	191	11	available	available	ADJ
ejpam-7150	191	12	2014	2014	NUM
ejpam-7150	191	13	sudan	sudan	PROPN
ejpam-7150	191	14	mics	mic	NOUN
ejpam-7150	191	15	,	,	PUNCT
ejpam-7150	191	16	accessible	accessible	ADJ
ejpam-7150	191	17	via	via	ADP
ejpam-7150	191	18	the	the	DET
ejpam-7150	191	19	unicef	unicef	PROPN
ejpam-7150	191	20	mics	mic	NOUN
ejpam-7150	191	21	database	database	NOUN
ejpam-7150	191	22	(	(	PUNCT
ejpam-7150	191	23	https://mics.unicef.org/surveys	https://mics.unicef.org/surveys	PROPN
ejpam-7150	191	24	)	)	PUNCT
ejpam-7150	191	25	.	.	PUNCT
ejpam-7150	192	1	all	all	DET
ejpam-7150	192	2	data	datum	NOUN
ejpam-7150	192	3	are	be	AUX
ejpam-7150	192	4	fully	fully	ADV
ejpam-7150	192	5	anonymized	anonymize	VERB
ejpam-7150	192	6	,	,	PUNCT
ejpam-7150	192	7	and	and	CCONJ
ejpam-7150	192	8	no	no	DET
ejpam-7150	192	9	identifiable	identifiable	ADJ
ejpam-7150	192	10	information	information	NOUN
ejpam-7150	192	11	was	be	AUX
ejpam-7150	192	12	used	use	VERB
ejpam-7150	192	13	.	.	PUNCT
ejpam-7150	193	1	as	as	SCONJ
ejpam-7150	193	2	the	the	DET
ejpam-7150	193	3	analysis	analysis	NOUN
ejpam-7150	193	4	involved	involve	VERB
ejpam-7150	193	5	publicly	publicly	ADV
ejpam-7150	193	6	available	available	ADJ
ejpam-7150	193	7	secondary	secondary	ADJ
ejpam-7150	193	8	data	datum	NOUN
ejpam-7150	193	9	,	,	PUNCT
ejpam-7150	193	10	no	no	DET
ejpam-7150	193	11	additional	additional	ADJ
ejpam-7150	193	12	ethical	ethical	ADJ
ejpam-7150	193	13	approval	approval	NOUN
ejpam-7150	193	14	was	be	AUX
ejpam-7150	193	15	required	require	VERB
ejpam-7150	193	16	.	.	PUNCT
ejpam-7150	194	1	acknowledgements	acknowledgement	NOUN
ejpam-7150	194	2	the	the	DET
ejpam-7150	194	3	authors	author	NOUN
ejpam-7150	194	4	extend	extend	VERB
ejpam-7150	194	5	their	their	PRON
ejpam-7150	194	6	appreciation	appreciation	NOUN
ejpam-7150	194	7	to	to	ADP
ejpam-7150	194	8	the	the	DET
ejpam-7150	194	9	deanship	deanship	NOUN
ejpam-7150	194	10	of	of	ADP
ejpam-7150	194	11	scientific	scientific	ADJ
ejpam-7150	194	12	research	research	NOUN
ejpam-7150	194	13	at	at	ADP
ejpam-7150	194	14	northern	northern	ADJ
ejpam-7150	194	15	border	border	NOUN
ejpam-7150	194	16	university	university	PROPN
ejpam-7150	194	17	,	,	PUNCT
ejpam-7150	194	18	arar	arar	PROPN
ejpam-7150	194	19	,	,	PUNCT
ejpam-7150	194	20	ksa	ksa	PROPN
ejpam-7150	194	21	for	for	ADP
ejpam-7150	194	22	funding	fund	VERB
ejpam-7150	194	23	this	this	DET
ejpam-7150	194	24	research	research	NOUN
ejpam-7150	194	25	work	work	NOUN
ejpam-7150	194	26	through	through	ADP
ejpam-7150	194	27	the	the	DET
ejpam-7150	194	28	project	project	NOUN
ejpam-7150	194	29	number	number	NOUN
ejpam-7150	194	30	“	"	PUNCT
ejpam-7150	194	31	nbu	nbu	NOUN
ejpam-7150	194	32	-	-	PUNCT
ejpam-7150	194	33	ffr-2025	ffr-2025	NOUN
ejpam-7150	194	34	-	-	PUNCT
ejpam-7150	194	35	1635	1635	NUM
ejpam-7150	194	36	-	-	PUNCT
ejpam-7150	194	37	08	08	NUM
ejpam-7150	194	38	”	"	PUNCT
ejpam-7150	194	39	.	.	PUNCT
ejpam-7150	195	1	references	reference	NOUN
ejpam-7150	195	2	[	[	X
ejpam-7150	195	3	1	1	NUM
ejpam-7150	195	4	]	]	X
ejpam-7150	195	5	s	s	VERB
ejpam-7150	195	6	g	g	NOUN
ejpam-7150	195	7	heeringa	heeringa	NOUN
ejpam-7150	195	8	,	,	PUNCT
ejpam-7150	195	9	b	b	PROPN
ejpam-7150	195	10	t	t	X
ejpam-7150	195	11	west	west	NOUN
ejpam-7150	195	12	,	,	PUNCT
ejpam-7150	195	13	and	and	CCONJ
ejpam-7150	196	1	p	p	X
ejpam-7150	196	2	a	a	DET
ejpam-7150	196	3	berglund	berglund	PROPN
ejpam-7150	196	4	.	.	PROPN
ejpam-7150	196	5	applied	apply	VERB
ejpam-7150	196	6	survey	survey	NOUN
ejpam-7150	196	7	data	datum	NOUN
ejpam-7150	196	8	analysis	analysis	NOUN
ejpam-7150	196	9	.	.	PUNCT
ejpam-7150	197	1	chapman	chapman	PROPN
ejpam-7150	197	2	&	&	CCONJ
ejpam-7150	197	3	hall	hall	PROPN
ejpam-7150	197	4	/	/	SYM
ejpam-7150	197	5	crc	crc	PROPN
ejpam-7150	197	6	,	,	PUNCT
ejpam-7150	197	7	2nd	2nd	PROPN
ejpam-7150	197	8	edition	edition	NOUN
ejpam-7150	197	9	,	,	PUNCT
ejpam-7150	197	10	2017	2017	NUM
ejpam-7150	197	11	.	.	PUNCT
ejpam-7150	198	1	[	[	X
ejpam-7150	198	2	2	2	NUM
ejpam-7150	198	3	]	]	PUNCT
ejpam-7150	198	4	e	e	X
ejpam-7150	198	5	l	l	X
ejpam-7150	198	6	korn	korn	PROPN
ejpam-7150	198	7	and	and	CCONJ
ejpam-7150	198	8	b	b	PROPN
ejpam-7150	198	9	i	i	PRON
ejpam-7150	198	10	graubard	graubard	PROPN
ejpam-7150	198	11	.	.	PUNCT
ejpam-7150	199	1	analysis	analysis	NOUN
ejpam-7150	199	2	of	of	ADP
ejpam-7150	199	3	health	health	NOUN
ejpam-7150	199	4	surveys	survey	NOUN
ejpam-7150	199	5	.	.	PUNCT
ejpam-7150	200	1	wiley	wiley	PROPN
ejpam-7150	200	2	,	,	PUNCT
ejpam-7150	200	3	1999	1999	NUM
ejpam-7150	200	4	.	.	PUNCT
ejpam-7150	201	1	[	[	X
ejpam-7150	201	2	3	3	X
ejpam-7150	201	3	]	]	PUNCT
ejpam-7150	201	4	t	t	PROPN
ejpam-7150	201	5	lumley	lumley	PROPN
ejpam-7150	201	6	.	.	PUNCT
ejpam-7150	202	1	complex	complex	ADJ
ejpam-7150	202	2	surveys	survey	NOUN
ejpam-7150	202	3	:	:	PUNCT
ejpam-7150	202	4	a	a	DET
ejpam-7150	202	5	guide	guide	NOUN
ejpam-7150	202	6	to	to	ADP
ejpam-7150	202	7	analysis	analysis	NOUN
ejpam-7150	202	8	using	use	VERB
ejpam-7150	202	9	r.	r.	PROPN
ejpam-7150	202	10	john	john	PROPN
ejpam-7150	202	11	wiley	wiley	PROPN
ejpam-7150	202	12	&	&	CCONJ
ejpam-7150	202	13	sons	sons	PROPN
ejpam-7150	202	14	,	,	PUNCT
ejpam-7150	202	15	hoboken	hoboken	PROPN
ejpam-7150	202	16	,	,	PUNCT
ejpam-7150	202	17	nj	nj	PROPN
ejpam-7150	202	18	,	,	PUNCT
ejpam-7150	202	19	2010	2010	NUM
ejpam-7150	202	20	.	.	PUNCT
ejpam-7150	203	1	[	[	X
ejpam-7150	203	2	4	4	X
ejpam-7150	203	3	]	]	X
ejpam-7150	203	4	g	g	NOUN
ejpam-7150	203	5	king	king	NOUN
ejpam-7150	203	6	and	and	CCONJ
ejpam-7150	203	7	l	l	PROPN
ejpam-7150	203	8	zeng	zeng	PROPN
ejpam-7150	203	9	.	.	PUNCT
ejpam-7150	204	1	logistic	logistic	ADJ
ejpam-7150	204	2	regression	regression	NOUN
ejpam-7150	204	3	in	in	ADP
ejpam-7150	204	4	rare	rare	ADJ
ejpam-7150	204	5	events	event	NOUN
ejpam-7150	204	6	data	datum	NOUN
ejpam-7150	204	7	.	.	PUNCT
ejpam-7150	205	1	political	political	ADJ
ejpam-7150	205	2	analysis	analysis	NOUN
ejpam-7150	205	3	,	,	PUNCT
ejpam-7150	205	4	9(2):137–163	9(2):137–163	NUM
ejpam-7150	205	5	,	,	PUNCT
ejpam-7150	205	6	2001	2001	NUM
ejpam-7150	205	7	.	.	PUNCT
ejpam-7150	206	1	[	[	X
ejpam-7150	206	2	5	5	NUM
ejpam-7150	206	3	]	]	X
ejpam-7150	206	4	g	g	PROPN
ejpam-7150	206	5	heinze	heinze	PROPN
ejpam-7150	206	6	and	and	CCONJ
ejpam-7150	206	7	m	m	PROPN
ejpam-7150	206	8	schemper	schemper	NOUN
ejpam-7150	206	9	.	.	PUNCT
ejpam-7150	207	1	a	a	DET
ejpam-7150	207	2	solution	solution	NOUN
ejpam-7150	207	3	to	to	ADP
ejpam-7150	207	4	the	the	DET
ejpam-7150	207	5	problem	problem	NOUN
ejpam-7150	207	6	of	of	ADP
ejpam-7150	207	7	separation	separation	NOUN
ejpam-7150	207	8	in	in	ADP
ejpam-7150	207	9	logistic	logistic	ADJ
ejpam-7150	207	10	regression	regression	NOUN
ejpam-7150	207	11	.	.	PUNCT
ejpam-7150	208	1	statistics	statistic	NOUN
ejpam-7150	208	2	in	in	ADP
ejpam-7150	208	3	medicine	medicine	NOUN
ejpam-7150	208	4	,	,	PUNCT
ejpam-7150	208	5	21(16):2409–2419	21(16):2409–2419	NUM
ejpam-7150	208	6	,	,	PUNCT
ejpam-7150	208	7	2002	2002	NUM
ejpam-7150	208	8	.	.	PUNCT
ejpam-7150	209	1	[	[	X
ejpam-7150	209	2	6	6	NUM
ejpam-7150	209	3	]	]	SYM
ejpam-7150	209	4	s	s	NOUN
ejpam-7150	209	5	nemes	neme	NOUN
ejpam-7150	209	6	,	,	PUNCT
ejpam-7150	209	7	j	j	PROPN
ejpam-7150	209	8	m	m	PROPN
ejpam-7150	209	9	jonasson	jonasson	PROPN
ejpam-7150	209	10	,	,	PUNCT
ejpam-7150	209	11	a	a	DET
ejpam-7150	209	12	genell	genell	NOUN
ejpam-7150	209	13	,	,	PUNCT
ejpam-7150	209	14	and	and	CCONJ
ejpam-7150	209	15	g	g	PROPN
ejpam-7150	209	16	steineck	steineck	NOUN
ejpam-7150	209	17	.	.	PUNCT
ejpam-7150	210	1	bias	bias	NOUN
ejpam-7150	210	2	in	in	ADP
ejpam-7150	210	3	odds	odd	NOUN
ejpam-7150	210	4	ratios	ratio	NOUN
ejpam-7150	210	5	by	by	ADP
ejpam-7150	210	6	logistic	logistic	ADJ
ejpam-7150	210	7	regression	regression	NOUN
ejpam-7150	210	8	modeling	modeling	NOUN
ejpam-7150	210	9	and	and	CCONJ
ejpam-7150	210	10	sample	sample	NOUN
ejpam-7150	210	11	size	size	NOUN
ejpam-7150	210	12	.	.	PUNCT
ejpam-7150	211	1	bmc	bmc	PROPN
ejpam-7150	211	2	medical	medical	ADJ
ejpam-7150	211	3	research	research	NOUN
ejpam-7150	211	4	methodology	methodology	NOUN
ejpam-7150	211	5	,	,	PUNCT
ejpam-7150	211	6	9:56	9:56	NUM
ejpam-7150	211	7	,	,	PUNCT
ejpam-7150	211	8	2009	2009	NUM
ejpam-7150	211	9	.	.	PUNCT
ejpam-7150	212	1	[	[	X
ejpam-7150	212	2	7	7	NUM
ejpam-7150	212	3	]	]	X
ejpam-7150	212	4	s	s	PART
ejpam-7150	212	5	greenland	greenland	PROPN
ejpam-7150	212	6	,	,	PUNCT
ejpam-7150	212	7	m	m	VERB
ejpam-7150	212	8	a	a	DET
ejpam-7150	212	9	mansournia	mansournia	NOUN
ejpam-7150	212	10	,	,	PUNCT
ejpam-7150	212	11	and	and	CCONJ
ejpam-7150	212	12	d	d	X
ejpam-7150	212	13	g	g	PROPN
ejpam-7150	212	14	altman	altman	PROPN
ejpam-7150	212	15	.	.	PUNCT
ejpam-7150	213	1	sparse	sparse	ADJ
ejpam-7150	213	2	data	datum	NOUN
ejpam-7150	213	3	bias	bias	NOUN
ejpam-7150	213	4	:	:	PUNCT
ejpam-7150	213	5	a	a	DET
ejpam-7150	213	6	problem	problem	NOUN
ejpam-7150	213	7	hiding	hide	VERB
ejpam-7150	213	8	in	in	ADP
ejpam-7150	213	9	plain	plain	ADJ
ejpam-7150	213	10	sight	sight	NOUN
ejpam-7150	213	11	.	.	PUNCT
ejpam-7150	214	1	bmj	bmj	PROPN
ejpam-7150	214	2	,	,	PUNCT
ejpam-7150	214	3	352	352	NUM
ejpam-7150	214	4	:	:	PUNCT
ejpam-7150	214	5	i1981	i1981	NOUN
ejpam-7150	214	6	,	,	PUNCT
ejpam-7150	214	7	2016	2016	NUM
ejpam-7150	214	8	.	.	PUNCT
ejpam-7150	215	1	[	[	X
ejpam-7150	215	2	8	8	NUM
ejpam-7150	215	3	]	]	X
ejpam-7150	215	4	d	d	PROPN
ejpam-7150	215	5	firth	firth	PROPN
ejpam-7150	215	6	.	.	PROPN
ejpam-7150	215	7	bias	bias	PROPN
ejpam-7150	215	8	reduction	reduction	NOUN
ejpam-7150	215	9	of	of	ADP
ejpam-7150	215	10	maximum	maximum	ADJ
ejpam-7150	215	11	likelihood	likelihood	NOUN
ejpam-7150	215	12	estimates	estimate	NOUN
ejpam-7150	215	13	.	.	PUNCT
ejpam-7150	216	1	biometrika	biometrika	NOUN
ejpam-7150	216	2	,	,	PUNCT
ejpam-7150	216	3	80(1):27–38	80(1):27–38	NUM
ejpam-7150	216	4	,	,	PUNCT
ejpam-7150	216	5	1993	1993	NUM
ejpam-7150	216	6	.	.	PUNCT
ejpam-7150	217	1	[	[	X
ejpam-7150	217	2	9	9	NUM
ejpam-7150	217	3	]	]	SYM
ejpam-7150	217	4	r	r	NOUN
ejpam-7150	217	5	puhr	puhr	NOUN
ejpam-7150	217	6	,	,	PUNCT
ejpam-7150	217	7	g	g	PROPN
ejpam-7150	217	8	heinze	heinze	PROPN
ejpam-7150	217	9	,	,	PUNCT
ejpam-7150	217	10	m	m	AUX
ejpam-7150	217	11	nold	nold	VERB
ejpam-7150	217	12	,	,	PUNCT
ejpam-7150	217	13	l	l	NOUN
ejpam-7150	217	14	lusa	lusa	NOUN
ejpam-7150	217	15	,	,	PUNCT
ejpam-7150	217	16	and	and	CCONJ
ejpam-7150	217	17	a	a	DET
ejpam-7150	217	18	geroldinger	geroldinger	NOUN
ejpam-7150	217	19	.	.	PUNCT
ejpam-7150	218	1	firth	firth	PROPN
ejpam-7150	218	2	’s	’s	PART
ejpam-7150	218	3	logistic	logistic	ADJ
ejpam-7150	218	4	regression	regression	NOUN
ejpam-7150	218	5	z.	z.	PROPN
ejpam-7150	218	6	m.	m.	PROPN
ejpam-7150	218	7	s.	s.	PROPN
ejpam-7150	218	8	mohammed	mohammed	PROPN
ejpam-7150	218	9	et	et	PROPN
ejpam-7150	218	10	al	al	PROPN
ejpam-7150	218	11	.	.	PUNCT
ejpam-7150	218	12	/	/	SYM
ejpam-7150	218	13	eur	eur	PROPN
ejpam-7150	218	14	.	.	PUNCT
ejpam-7150	219	1	j.	j.	PROPN
ejpam-7150	219	2	pure	pure	PROPN
ejpam-7150	219	3	appl	appl	PROPN
ejpam-7150	219	4	.	.	PROPN
ejpam-7150	219	5	math	math	PROPN
ejpam-7150	219	6	,	,	PUNCT
ejpam-7150	219	7	18	18	NUM
ejpam-7150	219	8	(	(	PUNCT
ejpam-7150	219	9	4	4	NUM
ejpam-7150	219	10	)	)	PUNCT
ejpam-7150	219	11	(	(	PUNCT
ejpam-7150	219	12	2025	2025	NUM
ejpam-7150	219	13	)	)	PUNCT
ejpam-7150	219	14	,	,	PUNCT
ejpam-7150	219	15	7150	7150	NUM
ejpam-7150	219	16	14	14	NUM
ejpam-7150	219	17	of	of	ADP
ejpam-7150	219	18	15	15	NUM
ejpam-7150	219	19	with	with	ADP
ejpam-7150	219	20	rare	rare	ADJ
ejpam-7150	219	21	events	event	NOUN
ejpam-7150	219	22	:	:	PUNCT
ejpam-7150	219	23	accurate	accurate	ADJ
ejpam-7150	219	24	effect	effect	NOUN
ejpam-7150	219	25	estimates	estimate	NOUN
ejpam-7150	219	26	and	and	CCONJ
ejpam-7150	219	27	predictions	prediction	NOUN
ejpam-7150	219	28	?	?	PUNCT
ejpam-7150	220	1	statistics	statistic	NOUN
ejpam-7150	220	2	in	in	ADP
ejpam-7150	220	3	medicine	medicine	NOUN
ejpam-7150	220	4	,	,	PUNCT
ejpam-7150	220	5	36(14):2302–2317	36(14):2302–2317	NUM
ejpam-7150	220	6	,	,	PUNCT
ejpam-7150	220	7	2017	2017	NUM
ejpam-7150	220	8	.	.	PUNCT
ejpam-7150	221	1	[	[	X
ejpam-7150	221	2	10	10	NUM
ejpam-7150	221	3	]	]	X
ejpam-7150	221	4	i	i	PRON
ejpam-7150	221	5	burstyn	burstyn	NOUN
ejpam-7150	221	6	and	and	CCONJ
ejpam-7150	221	7	d	d	PROPN
ejpam-7150	221	8	miller	miller	PROPN
ejpam-7150	221	9	.	.	PUNCT
ejpam-7150	222	1	adjustment	adjustment	NOUN
ejpam-7150	222	2	for	for	ADP
ejpam-7150	222	3	sparse	sparse	ADJ
ejpam-7150	222	4	data	datum	NOUN
ejpam-7150	222	5	bias	bias	NOUN
ejpam-7150	222	6	in	in	ADP
ejpam-7150	222	7	odds	odd	NOUN
ejpam-7150	222	8	ratios	ratio	NOUN
ejpam-7150	222	9	:	:	PUNCT
ejpam-7150	222	10	significance	significance	NOUN
ejpam-7150	222	11	to	to	ADP
ejpam-7150	222	12	appraisal	appraisal	NOUN
ejpam-7150	222	13	of	of	ADP
ejpam-7150	222	14	risk	risk	NOUN
ejpam-7150	222	15	of	of	ADP
ejpam-7150	222	16	diabetes	diabetes	NOUN
ejpam-7150	222	17	due	due	ADP
ejpam-7150	222	18	to	to	ADP
ejpam-7150	222	19	occupational	occupational	ADJ
ejpam-7150	222	20	trichlorfon	trichlorfon	NOUN
ejpam-7150	222	21	insecticide	insecticide	NOUN
ejpam-7150	222	22	exposure	exposure	NOUN
ejpam-7150	222	23	.	.	PUNCT
ejpam-7150	223	1	global	global	ADJ
ejpam-7150	223	2	epidemiology	epidemiology	NOUN
ejpam-7150	223	3	,	,	PUNCT
ejpam-7150	223	4	8:100154	8:100154	NUM
ejpam-7150	223	5	,	,	PUNCT
ejpam-7150	223	6	2024	2024	NUM
ejpam-7150	223	7	.	.	PUNCT
ejpam-7150	224	1	[	[	X
ejpam-7150	224	2	11	11	NUM
ejpam-7150	224	3	]	]	X
ejpam-7150	224	4	s	s	AUX
ejpam-7150	224	5	dörken	dörken	NOUN
ejpam-7150	224	6	,	,	PUNCT
ejpam-7150	224	7	m	m	VERB
ejpam-7150	224	8	avalos	avalos	PROPN
ejpam-7150	224	9	,	,	PUNCT
ejpam-7150	224	10	e	e	PROPN
ejpam-7150	224	11	lagarde	lagarde	PROPN
ejpam-7150	224	12	,	,	PUNCT
ejpam-7150	224	13	and	and	CCONJ
ejpam-7150	224	14	m	m	PROPN
ejpam-7150	224	15	schumacher	schumacher	PROPN
ejpam-7150	224	16	.	.	PUNCT
ejpam-7150	224	17	penalized	penalize	VERB
ejpam-7150	224	18	logistic	logistic	ADJ
ejpam-7150	224	19	regression	regression	NOUN
ejpam-7150	224	20	with	with	ADP
ejpam-7150	224	21	low	low	ADJ
ejpam-7150	224	22	prevalence	prevalence	NOUN
ejpam-7150	224	23	exposures	exposure	NOUN
ejpam-7150	224	24	beyond	beyond	ADP
ejpam-7150	224	25	high	high	ADJ
ejpam-7150	224	26	-	-	PUNCT
ejpam-7150	224	27	dimensional	dimensional	ADJ
ejpam-7150	224	28	settings	setting	NOUN
ejpam-7150	224	29	.	.	PUNCT
ejpam-7150	225	1	plos	plos	PROPN
ejpam-7150	225	2	one	one	NUM
ejpam-7150	225	3	,	,	PUNCT
ejpam-7150	225	4	14(5):e0217057	14(5):e0217057	NOUN
ejpam-7150	225	5	,	,	PUNCT
ejpam-7150	225	6	2019	2019	NUM
ejpam-7150	225	7	.	.	PUNCT
ejpam-7150	226	1	[	[	X
ejpam-7150	226	2	12	12	NUM
ejpam-7150	226	3	]	]	SYM
ejpam-7150	226	4	v	v	ADP
ejpam-7150	226	5	curtis	curtis	PROPN
ejpam-7150	226	6	and	and	CCONJ
ejpam-7150	226	7	s	s	PROPN
ejpam-7150	226	8	cairncross	cairncross	NOUN
ejpam-7150	226	9	.	.	PUNCT
ejpam-7150	227	1	effect	effect	NOUN
ejpam-7150	227	2	of	of	ADP
ejpam-7150	227	3	washing	wash	VERB
ejpam-7150	227	4	hands	hand	NOUN
ejpam-7150	227	5	with	with	ADP
ejpam-7150	227	6	soap	soap	NOUN
ejpam-7150	227	7	on	on	ADP
ejpam-7150	227	8	diarrhoea	diarrhoea	NOUN
ejpam-7150	227	9	risk	risk	NOUN
ejpam-7150	227	10	in	in	ADP
ejpam-7150	227	11	the	the	DET
ejpam-7150	227	12	community	community	NOUN
ejpam-7150	227	13	:	:	PUNCT
ejpam-7150	227	14	a	a	DET
ejpam-7150	227	15	systematic	systematic	ADJ
ejpam-7150	227	16	review	review	NOUN
ejpam-7150	227	17	.	.	PUNCT
ejpam-7150	228	1	the	the	DET
ejpam-7150	228	2	lancet	lancet	ADJ
ejpam-7150	228	3	infectious	infectious	ADJ
ejpam-7150	228	4	diseases	disease	NOUN
ejpam-7150	228	5	,	,	PUNCT
ejpam-7150	228	6	3(5):275–281	3(5):275–281	NUM
ejpam-7150	228	7	,	,	PUNCT
ejpam-7150	228	8	2003	2003	NUM
ejpam-7150	228	9	.	.	PUNCT
ejpam-7150	229	1	[	[	X
ejpam-7150	229	2	13	13	NUM
ejpam-7150	229	3	]	]	X
ejpam-7150	229	4	m	m	PROPN
ejpam-7150	229	5	c	c	NOUN
ejpam-7150	229	6	freeman	freeman	PROPN
ejpam-7150	229	7	,	,	PUNCT
ejpam-7150	229	8	m	m	VERB
ejpam-7150	229	9	e	e	NOUN
ejpam-7150	229	10	stocks	stock	NOUN
ejpam-7150	229	11	,	,	PUNCT
ejpam-7150	229	12	o	o	NOUN
ejpam-7150	229	13	cumming	cumming	NOUN
ejpam-7150	229	14	,	,	PUNCT
ejpam-7150	229	15	a	a	DET
ejpam-7150	229	16	jeandron	jeandron	PROPN
ejpam-7150	229	17	,	,	PUNCT
ejpam-7150	229	18	j	j	PROPN
ejpam-7150	229	19	p	p	PROPN
ejpam-7150	229	20	t	t	PROPN
ejpam-7150	229	21	higgins	higgins	PROPN
ejpam-7150	229	22	,	,	PUNCT
ejpam-7150	229	23	j	j	PROPN
ejpam-7150	229	24	wolf	wolf	NOUN
ejpam-7150	229	25	,	,	PUNCT
ejpam-7150	229	26	and	and	CCONJ
ejpam-7150	229	27	v	v	ADP
ejpam-7150	229	28	curtis	curtis	PROPN
ejpam-7150	229	29	.	.	PUNCT
ejpam-7150	230	1	hygiene	hygiene	NOUN
ejpam-7150	230	2	and	and	CCONJ
ejpam-7150	230	3	health	health	NOUN
ejpam-7150	230	4	:	:	PUNCT
ejpam-7150	230	5	systematic	systematic	ADJ
ejpam-7150	230	6	review	review	NOUN
ejpam-7150	230	7	of	of	ADP
ejpam-7150	230	8	handwashing	handwashing	NOUN
ejpam-7150	230	9	practices	practice	NOUN
ejpam-7150	230	10	worldwide	worldwide	ADV
ejpam-7150	230	11	and	and	CCONJ
ejpam-7150	230	12	update	update	NOUN
ejpam-7150	230	13	of	of	ADP
ejpam-7150	230	14	health	health	NOUN
ejpam-7150	230	15	effects	effect	NOUN
ejpam-7150	230	16	.	.	PUNCT
ejpam-7150	231	1	tropical	tropical	ADJ
ejpam-7150	231	2	medicine	medicine	PROPN
ejpam-7150	231	3	&	&	CCONJ
ejpam-7150	231	4	international	international	PROPN
ejpam-7150	231	5	health	health	NOUN
ejpam-7150	231	6	,	,	PUNCT
ejpam-7150	231	7	19(8):906	19(8):906	NUM
ejpam-7150	231	8	–	–	PUNCT
ejpam-7150	231	9	916	916	NUM
ejpam-7150	231	10	,	,	PUNCT
ejpam-7150	231	11	2014	2014	NUM
ejpam-7150	231	12	.	.	PUNCT
ejpam-7150	232	1	[	[	X
ejpam-7150	232	2	14	14	NUM
ejpam-7150	232	3	]	]	X
ejpam-7150	232	4	j	j	PROPN
ejpam-7150	232	5	wolf	wolf	PROPN
ejpam-7150	232	6	,	,	PUNCT
ejpam-7150	232	7	r	r	NOUN
ejpam-7150	232	8	johnston	johnston	PROPN
ejpam-7150	232	9	,	,	PUNCT
ejpam-7150	232	10	m	m	PROPN
ejpam-7150	232	11	c	c	PROPN
ejpam-7150	232	12	freeman	freeman	PROPN
ejpam-7150	232	13	,	,	PUNCT
ejpam-7150	232	14	p	p	PROPN
ejpam-7150	232	15	k	k	PROPN
ejpam-7150	232	16	ram	ram	PROPN
ejpam-7150	232	17	,	,	PUNCT
ejpam-7150	232	18	t	t	NOUN
ejpam-7150	232	19	slaymaker	slaymaker	NOUN
ejpam-7150	232	20	,	,	PUNCT
ejpam-7150	232	21	e	e	NOUN
ejpam-7150	232	22	laurenz	laurenz	NOUN
ejpam-7150	232	23	,	,	PUNCT
ejpam-7150	232	24	and	and	CCONJ
ejpam-7150	232	25	a	a	DET
ejpam-7150	232	26	prüssustün	prüssustün	NOUN
ejpam-7150	232	27	.	.	PUNCT
ejpam-7150	233	1	handwashing	handwash	VERB
ejpam-7150	233	2	with	with	ADP
ejpam-7150	233	3	soap	soap	NOUN
ejpam-7150	233	4	after	after	ADP
ejpam-7150	233	5	potential	potential	ADJ
ejpam-7150	233	6	faecal	faecal	ADJ
ejpam-7150	233	7	contact	contact	NOUN
ejpam-7150	233	8	:	:	PUNCT
ejpam-7150	233	9	global	global	ADJ
ejpam-7150	233	10	,	,	PUNCT
ejpam-7150	233	11	regional	regional	ADJ
ejpam-7150	233	12	and	and	CCONJ
ejpam-7150	233	13	country	country	NOUN
ejpam-7150	233	14	estimates	estimate	NOUN
ejpam-7150	233	15	.	.	PUNCT
ejpam-7150	234	1	international	international	ADJ
ejpam-7150	234	2	journal	journal	NOUN
ejpam-7150	234	3	of	of	ADP
ejpam-7150	234	4	epidemiology	epidemiology	NOUN
ejpam-7150	234	5	,	,	PUNCT
ejpam-7150	234	6	47(4):1204–1218	47(4):1204–1218	NUM
ejpam-7150	234	7	,	,	PUNCT
ejpam-7150	234	8	2018	2018	NUM
ejpam-7150	234	9	.	.	PUNCT
ejpam-7150	235	1	[	[	X
ejpam-7150	235	2	15	15	NUM
ejpam-7150	235	3	]	]	X
ejpam-7150	235	4	world	world	NOUN
ejpam-7150	235	5	health	health	NOUN
ejpam-7150	235	6	organization	organization	NOUN
ejpam-7150	235	7	(	(	PUNCT
ejpam-7150	235	8	who	who	PRON
ejpam-7150	235	9	)	)	PUNCT
ejpam-7150	235	10	and	and	CCONJ
ejpam-7150	235	11	unicef	unicef	PROPN
ejpam-7150	235	12	.	.	PUNCT
ejpam-7150	236	1	progress	progress	NOUN
ejpam-7150	236	2	on	on	ADP
ejpam-7150	236	3	household	household	NOUN
ejpam-7150	236	4	drinking	drinking	NOUN
ejpam-7150	236	5	water	water	NOUN
ejpam-7150	236	6	,	,	PUNCT
ejpam-7150	236	7	sanitation	sanitation	NOUN
ejpam-7150	236	8	and	and	CCONJ
ejpam-7150	236	9	hygiene	hygiene	NOUN
ejpam-7150	236	10	2000–2020	2000–2020	NUM
ejpam-7150	236	11	:	:	PUNCT
ejpam-7150	236	12	five	five	NUM
ejpam-7150	236	13	years	year	NOUN
ejpam-7150	236	14	into	into	ADP
ejpam-7150	236	15	the	the	DET
ejpam-7150	236	16	sdgs	sdgs	NOUN
ejpam-7150	236	17	.	.	PUNCT
ejpam-7150	237	1	technical	technical	ADJ
ejpam-7150	237	2	report	report	PROPN
ejpam-7150	237	3	,	,	PUNCT
ejpam-7150	237	4	world	world	NOUN
ejpam-7150	237	5	health	health	NOUN
ejpam-7150	237	6	organization	organization	PROPN
ejpam-7150	237	7	and	and	CCONJ
ejpam-7150	237	8	unicef	unicef	PROPN
ejpam-7150	237	9	,	,	PUNCT
ejpam-7150	237	10	geneva	geneva	PROPN
ejpam-7150	237	11	,	,	PUNCT
ejpam-7150	237	12	2021	2021	NUM
ejpam-7150	237	13	.	.	PUNCT
ejpam-7150	238	1	[	[	X
ejpam-7150	238	2	16	16	NUM
ejpam-7150	238	3	]	]	X
ejpam-7150	238	4	m	m	PROPN
ejpam-7150	238	5	stolte	stolte	NOUN
ejpam-7150	238	6	.	.	PUNCT
ejpam-7150	239	1	a	a	DET
ejpam-7150	239	2	comprehensive	comprehensive	ADJ
ejpam-7150	239	3	review	review	NOUN
ejpam-7150	239	4	of	of	ADP
ejpam-7150	239	5	bias	bias	NOUN
ejpam-7150	239	6	reduction	reduction	NOUN
ejpam-7150	239	7	methods	method	NOUN
ejpam-7150	239	8	for	for	ADP
ejpam-7150	239	9	logistic	logistic	ADJ
ejpam-7150	239	10	regression	regression	NOUN
ejpam-7150	239	11	.	.	PUNCT
ejpam-7150	240	1	statistical	statistical	ADJ
ejpam-7150	240	2	surveys	survey	NOUN
ejpam-7150	240	3	,	,	PUNCT
ejpam-7150	240	4	2024	2024	NUM
ejpam-7150	240	5	.	.	PUNCT
ejpam-7150	241	1	[	[	X
ejpam-7150	241	2	17	17	NUM
ejpam-7150	241	3	]	]	X
ejpam-7150	241	4	unicef	unicef	PROPN
ejpam-7150	241	5	sudan	sudan	PROPN
ejpam-7150	241	6	and	and	CCONJ
ejpam-7150	241	7	central	central	ADJ
ejpam-7150	241	8	bureau	bureau	NOUN
ejpam-7150	241	9	of	of	ADP
ejpam-7150	241	10	statistics	statistic	NOUN
ejpam-7150	241	11	.	.	PUNCT
ejpam-7150	242	1	sudan	sudan	PROPN
ejpam-7150	242	2	multiple	multiple	PROPN
ejpam-7150	242	3	indicator	indicator	PROPN
ejpam-7150	242	4	cluster	cluster	NOUN
ejpam-7150	242	5	survey	survey	NOUN
ejpam-7150	242	6	2014	2014	NUM
ejpam-7150	242	7	,	,	PUNCT
ejpam-7150	242	8	final	final	ADJ
ejpam-7150	242	9	report	report	NOUN
ejpam-7150	242	10	.	.	PUNCT
ejpam-7150	243	1	technical	technical	ADJ
ejpam-7150	243	2	report	report	PROPN
ejpam-7150	243	3	,	,	PUNCT
ejpam-7150	243	4	unicef	unicef	PROPN
ejpam-7150	243	5	,	,	PUNCT
ejpam-7150	243	6	khartoum	khartoum	PROPN
ejpam-7150	243	7	,	,	PUNCT
ejpam-7150	243	8	sudan	sudan	PROPN
ejpam-7150	243	9	,	,	PUNCT
ejpam-7150	243	10	2016	2016	NUM
ejpam-7150	243	11	.	.	PUNCT
ejpam-7150	244	1	[	[	X
ejpam-7150	244	2	18	18	NUM
ejpam-7150	244	3	]	]	PUNCT
ejpam-7150	244	4	a	a	DET
ejpam-7150	244	5	prüss	prüss	PROPN
ejpam-7150	244	6	-	-	PUNCT
ejpam-7150	244	7	ustün	ustün	NOUN
ejpam-7150	244	8	,	,	PUNCT
ejpam-7150	244	9	j	j	PROPN
ejpam-7150	244	10	wolf	wolf	PROPN
ejpam-7150	244	11	,	,	PUNCT
ejpam-7150	244	12	j	j	PROPN
ejpam-7150	244	13	bartram	bartram	PROPN
ejpam-7150	244	14	,	,	PUNCT
ejpam-7150	244	15	t	t	PROPN
ejpam-7150	244	16	clasen	clasen	PROPN
ejpam-7150	244	17	,	,	PUNCT
ejpam-7150	244	18	o	o	NOUN
ejpam-7150	244	19	cumming	cumming	NOUN
ejpam-7150	244	20	,	,	PUNCT
ejpam-7150	244	21	m	m	PROPN
ejpam-7150	244	22	c	c	NOUN
ejpam-7150	244	23	freeman	freeman	NOUN
ejpam-7150	244	24	,	,	PUNCT
ejpam-7150	244	25	and	and	CCONJ
ejpam-7150	244	26	r	r	PROPN
ejpam-7150	244	27	johnston	johnston	PROPN
ejpam-7150	244	28	.	.	PUNCT
ejpam-7150	245	1	burden	burden	NOUN
ejpam-7150	245	2	of	of	ADP
ejpam-7150	245	3	disease	disease	NOUN
ejpam-7150	245	4	from	from	ADP
ejpam-7150	245	5	inadequate	inadequate	ADJ
ejpam-7150	245	6	water	water	NOUN
ejpam-7150	245	7	,	,	PUNCT
ejpam-7150	245	8	sanitation	sanitation	NOUN
ejpam-7150	245	9	and	and	CCONJ
ejpam-7150	245	10	hygiene	hygiene	NOUN
ejpam-7150	245	11	for	for	ADP
ejpam-7150	245	12	selected	select	VERB
ejpam-7150	245	13	adverse	adverse	ADJ
ejpam-7150	245	14	health	health	NOUN
ejpam-7150	245	15	outcomes	outcome	NOUN
ejpam-7150	245	16	:	:	PUNCT
ejpam-7150	245	17	an	an	DET
ejpam-7150	245	18	updated	update	VERB
ejpam-7150	245	19	analysis	analysis	NOUN
ejpam-7150	245	20	with	with	ADP
ejpam-7150	245	21	a	a	DET
ejpam-7150	245	22	focus	focus	NOUN
ejpam-7150	245	23	on	on	ADP
ejpam-7150	245	24	lowand	lowand	ADJ
ejpam-7150	245	25	middle	middle	ADJ
ejpam-7150	245	26	-	-	PUNCT
ejpam-7150	245	27	income	income	NOUN
ejpam-7150	245	28	countries	country	NOUN
ejpam-7150	245	29	.	.	PUNCT
ejpam-7150	246	1	international	international	ADJ
ejpam-7150	246	2	journal	journal	PROPN
ejpam-7150	246	3	of	of	ADP
ejpam-7150	246	4	hygiene	hygiene	NOUN
ejpam-7150	246	5	and	and	CCONJ
ejpam-7150	246	6	environmental	environmental	ADJ
ejpam-7150	246	7	health	health	NOUN
ejpam-7150	246	8	,	,	PUNCT
ejpam-7150	246	9	222(5):765–777	222(5):765–777	NUM
ejpam-7150	246	10	,	,	PUNCT
ejpam-7150	246	11	2019	2019	NUM
ejpam-7150	246	12	.	.	PUNCT
ejpam-7150	247	1	[	[	X
ejpam-7150	247	2	19	19	NUM
ejpam-7150	247	3	]	]	SYM
ejpam-7150	247	4	statacorp	statacorp	PROPN
ejpam-7150	247	5	.	.	PROPN
ejpam-7150	247	6	stata	stata	PROPN
ejpam-7150	247	7	19	19	NUM
ejpam-7150	247	8	survey	survey	NOUN
ejpam-7150	247	9	data	datum	NOUN
ejpam-7150	247	10	reference	reference	NOUN
ejpam-7150	247	11	manual	manual	NOUN
ejpam-7150	247	12	.	.	PUNCT
ejpam-7150	248	1	stata	stata	PROPN
ejpam-7150	248	2	press	press	PROPN
ejpam-7150	248	3	,	,	PUNCT
ejpam-7150	248	4	college	college	NOUN
ejpam-7150	248	5	station	station	NOUN
ejpam-7150	248	6	,	,	PUNCT
ejpam-7150	248	7	tx	tx	PROPN
ejpam-7150	248	8	,	,	PUNCT
ejpam-7150	248	9	2025	2025	NUM
ejpam-7150	248	10	.	.	PUNCT
ejpam-7150	249	1	[	[	X
ejpam-7150	249	2	20	20	NUM
ejpam-7150	249	3	]	]	PUNCT
ejpam-7150	249	4	j	j	PROPN
ejpam-7150	249	5	coveney	coveney	NOUN
ejpam-7150	249	6	.	.	PUNCT
ejpam-7150	250	1	firthlogit	firthlogit	PROPN
ejpam-7150	250	2	:	:	PUNCT
ejpam-7150	250	3	stata	stata	NOUN
ejpam-7150	250	4	module	module	NOUN
ejpam-7150	250	5	to	to	PART
ejpam-7150	250	6	calculate	calculate	VERB
ejpam-7150	250	7	bias	bias	NOUN
ejpam-7150	250	8	reduction	reduction	NOUN
ejpam-7150	250	9	in	in	ADP
ejpam-7150	250	10	logistic	logistic	ADJ
ejpam-7150	250	11	regression	regression	NOUN
ejpam-7150	250	12	,	,	PUNCT
ejpam-7150	250	13	2008	2008	NUM
ejpam-7150	250	14	.	.	PUNCT
ejpam-7150	251	1	statistical	statistical	ADJ
ejpam-7150	251	2	software	software	NOUN
ejpam-7150	251	3	components	component	NOUN
ejpam-7150	251	4	s456948	s456948	PROPN
ejpam-7150	251	5	,	,	PUNCT
ejpam-7150	251	6	boston	boston	PROPN
ejpam-7150	251	7	college	college	PROPN
ejpam-7150	251	8	department	department	PROPN
ejpam-7150	251	9	of	of	ADP
ejpam-7150	251	10	economics	economic	NOUN
ejpam-7150	251	11	.	.	PUNCT
ejpam-7150	252	1	[	[	X
ejpam-7150	252	2	21	21	NUM
ejpam-7150	252	3	]	]	X
ejpam-7150	252	4	e	e	X
ejpam-7150	252	5	vittinghoff	vittinghoff	NOUN
ejpam-7150	252	6	and	and	CCONJ
ejpam-7150	252	7	c	c	NOUN
ejpam-7150	252	8	e	e	PROPN
ejpam-7150	252	9	mcculloch	mcculloch	PROPN
ejpam-7150	252	10	.	.	PUNCT
ejpam-7150	253	1	relaxing	relax	VERB
ejpam-7150	253	2	the	the	DET
ejpam-7150	253	3	rule	rule	NOUN
ejpam-7150	253	4	of	of	ADP
ejpam-7150	253	5	ten	ten	NUM
ejpam-7150	253	6	events	event	NOUN
ejpam-7150	253	7	per	per	ADP
ejpam-7150	253	8	variable	variable	NOUN
ejpam-7150	253	9	in	in	ADP
ejpam-7150	253	10	logistic	logistic	ADJ
ejpam-7150	253	11	and	and	CCONJ
ejpam-7150	253	12	cox	cox	PROPN
ejpam-7150	253	13	regression	regression	NOUN
ejpam-7150	253	14	.	.	PUNCT
ejpam-7150	254	1	american	american	PROPN
ejpam-7150	254	2	journal	journal	PROPN
ejpam-7150	254	3	of	of	ADP
ejpam-7150	254	4	epidemiology	epidemiology	NOUN
ejpam-7150	254	5	,	,	PUNCT
ejpam-7150	254	6	165(6):710–718	165(6):710–718	NUM
ejpam-7150	254	7	,	,	PUNCT
ejpam-7150	254	8	2007	2007	NUM
ejpam-7150	254	9	.	.	PUNCT
ejpam-7150	255	1	[	[	X
ejpam-7150	255	2	22	22	NUM
ejpam-7150	255	3	]	]	X
ejpam-7150	255	4	s	s	PART
ejpam-7150	255	5	greenland	greenland	PROPN
ejpam-7150	255	6	and	and	CCONJ
ejpam-7150	255	7	m	m	PROPN
ejpam-7150	255	8	a	a	DET
ejpam-7150	255	9	mansournia	mansournia	NOUN
ejpam-7150	255	10	.	.	PUNCT
ejpam-7150	256	1	penalization	penalization	NOUN
ejpam-7150	256	2	,	,	PUNCT
ejpam-7150	256	3	bias	bias	NOUN
ejpam-7150	256	4	reduction	reduction	NOUN
ejpam-7150	256	5	,	,	PUNCT
ejpam-7150	256	6	and	and	CCONJ
ejpam-7150	256	7	default	default	NOUN
ejpam-7150	256	8	priors	prior	NOUN
ejpam-7150	256	9	in	in	ADP
ejpam-7150	256	10	logistic	logistic	ADJ
ejpam-7150	256	11	and	and	CCONJ
ejpam-7150	256	12	related	relate	VERB
ejpam-7150	256	13	categorical	categorical	ADJ
ejpam-7150	256	14	and	and	CCONJ
ejpam-7150	256	15	survival	survival	NOUN
ejpam-7150	256	16	regressions	regression	NOUN
ejpam-7150	256	17	.	.	PUNCT
ejpam-7150	257	1	statistics	statistic	NOUN
ejpam-7150	257	2	in	in	ADP
ejpam-7150	257	3	medicine	medicine	NOUN
ejpam-7150	257	4	,	,	PUNCT
ejpam-7150	257	5	34(23):3133–3143	34(23):3133–3143	PROPN
ejpam-7150	257	6	,	,	PUNCT
ejpam-7150	257	7	2015	2015	NUM
ejpam-7150	257	8	.	.	PUNCT
ejpam-7150	258	1	[	[	X
ejpam-7150	258	2	23	23	NUM
ejpam-7150	258	3	]	]	X
ejpam-7150	258	4	g	g	PROPN
ejpam-7150	258	5	d	d	PROPN
ejpam-7150	258	6	demissie	demissie	PROPN
ejpam-7150	258	7	,	,	PUNCT
ejpam-7150	258	8	y	y	PROPN
ejpam-7150	258	9	yeshaw	yeshaw	NOUN
ejpam-7150	258	10	,	,	PUNCT
ejpam-7150	258	11	w	w	NOUN
ejpam-7150	258	12	aleminew	aleminew	ADJ
ejpam-7150	258	13	,	,	PUNCT
ejpam-7150	258	14	and	and	CCONJ
ejpam-7150	258	15	k	k	PROPN
ejpam-7150	258	16	shitu	shitu	PROPN
ejpam-7150	258	17	.	.	PUNCT
ejpam-7150	259	1	diarrhea	diarrhea	PROPN
ejpam-7150	259	2	and	and	CCONJ
ejpam-7150	259	3	associated	associated	ADJ
ejpam-7150	259	4	factors	factor	NOUN
ejpam-7150	259	5	among	among	ADP
ejpam-7150	259	6	under	under	ADP
ejpam-7150	259	7	five	five	NUM
ejpam-7150	259	8	children	child	NOUN
ejpam-7150	259	9	in	in	ADP
ejpam-7150	259	10	sub	sub	ADJ
ejpam-7150	259	11	-	-	ADJ
ejpam-7150	259	12	saharan	saharan	ADJ
ejpam-7150	259	13	africa	africa	PROPN
ejpam-7150	259	14	:	:	PUNCT
ejpam-7150	259	15	evidence	evidence	NOUN
ejpam-7150	259	16	from	from	ADP
ejpam-7150	259	17	demographic	demographic	ADJ
ejpam-7150	259	18	and	and	CCONJ
ejpam-7150	259	19	health	health	NOUN
ejpam-7150	259	20	surveys	survey	NOUN
ejpam-7150	259	21	of	of	ADP
ejpam-7150	259	22	34	34	NUM
ejpam-7150	259	23	sub	sub	ADJ
ejpam-7150	259	24	-	-	ADJ
ejpam-7150	259	25	saharan	saharan	ADJ
ejpam-7150	259	26	countries	country	NOUN
ejpam-7150	259	27	.	.	PUNCT
ejpam-7150	260	1	plos	plos	PROPN
ejpam-7150	260	2	one	one	NUM
ejpam-7150	260	3	,	,	PUNCT
ejpam-7150	260	4	16(9):e0257522	16(9):e0257522	NOUN
ejpam-7150	260	5	,	,	PUNCT
ejpam-7150	260	6	2021	2021	NUM
ejpam-7150	260	7	.	.	PUNCT
ejpam-7150	261	1	z.	z.	PROPN
ejpam-7150	261	2	m.	m.	PROPN
ejpam-7150	261	3	s.	s.	PROPN
ejpam-7150	261	4	mohammed	mohammed	PROPN
ejpam-7150	261	5	et	et	PROPN
ejpam-7150	261	6	al	al	PROPN
ejpam-7150	261	7	.	.	PUNCT
ejpam-7150	261	8	/	/	SYM
ejpam-7150	261	9	eur	eur	PROPN
ejpam-7150	261	10	.	.	PUNCT
ejpam-7150	262	1	j.	j.	PROPN
ejpam-7150	262	2	pure	pure	PROPN
ejpam-7150	262	3	appl	appl	PROPN
ejpam-7150	262	4	.	.	PROPN
ejpam-7150	262	5	math	math	PROPN
ejpam-7150	262	6	,	,	PUNCT
ejpam-7150	262	7	18	18	NUM
ejpam-7150	262	8	(	(	PUNCT
ejpam-7150	262	9	4	4	NUM
ejpam-7150	262	10	)	)	PUNCT
ejpam-7150	262	11	(	(	PUNCT
ejpam-7150	262	12	2025	2025	NUM
ejpam-7150	262	13	)	)	PUNCT
ejpam-7150	262	14	,	,	PUNCT
ejpam-7150	262	15	7150	7150	NUM
ejpam-7150	262	16	15	15	NUM
ejpam-7150	262	17	of	of	ADP
ejpam-7150	262	18	15	15	NUM
ejpam-7150	263	1	[	[	SYM
ejpam-7150	263	2	24	24	NUM
ejpam-7150	263	3	]	]	PUNCT
ejpam-7150	263	4	a	a	DET
ejpam-7150	263	5	iparragirre	iparragirre	NOUN
ejpam-7150	263	6	,	,	PUNCT
ejpam-7150	263	7	d	d	PROPN
ejpam-7150	263	8	lee	lee	PROPN
ejpam-7150	263	9	,	,	PUNCT
ejpam-7150	263	10	b	b	PROPN
ejpam-7150	263	11	sarr	sarr	PROPN
ejpam-7150	263	12	,	,	PUNCT
ejpam-7150	263	13	and	and	CCONJ
ejpam-7150	263	14	p	p	PRON
ejpam-7150	263	15	congdon	congdon	PROPN
ejpam-7150	263	16	.	.	PUNCT
ejpam-7150	264	1	variable	variable	ADJ
ejpam-7150	264	2	selection	selection	NOUN
ejpam-7150	264	3	with	with	ADP
ejpam-7150	264	4	lasso	lasso	NOUN
ejpam-7150	264	5	regression	regression	NOUN
ejpam-7150	264	6	for	for	ADP
ejpam-7150	264	7	complex	complex	ADJ
ejpam-7150	264	8	survey	survey	NOUN
ejpam-7150	264	9	data	datum	NOUN
ejpam-7150	264	10	.	.	PUNCT
ejpam-7150	265	1	stat	stat	PROPN
ejpam-7150	265	2	,	,	PUNCT
ejpam-7150	265	3	12(1):e578	12(1):e578	NUM
ejpam-7150	265	4	,	,	PUNCT
ejpam-7150	265	5	2023	2023	NUM
ejpam-7150	265	6	.	.	PUNCT