id	sid	tid	token	lemma	pos
economy-549	1	1	median	median	ADJ
economy-549	1	2	regression	regression	NOUN
economy-549	1	3	analysis	analysis	NOUN
economy-549	1	4	of	of	ADP
economy-549	1	5	gender	gender	NOUN
economy-549	1	6	-	-	PUNCT
economy-549	1	7	wise	wise	ADJ
economy-549	1	8	income	income	NOUN
economy-549	1	9	gap	gap	NOUN
economy-549	1	10	in	in	ADP
economy-549	1	11	punjab	punjab	ADJ
economy-549	1	12	,	,	PUNCT
economy-549	1	13	pakistan	pakistan	PROPN
economy-549	1	14	economy	economy	NOUN
economy-549	1	15	issn	issn	PROPN
economy-549	1	16	:	:	PUNCT
economy-549	1	17	2313	2313	NUM
economy-549	1	18	-	-	SYM
economy-549	1	19	8181	8181	NUM
economy-549	1	20	vol	vol	NOUN
economy-549	1	21	.	.	PROPN
economy-549	2	1	1	1	NUM
economy-549	2	2	,	,	PUNCT
economy-549	2	3	no	no	INTJ
economy-549	2	4	.	.	NOUN
economy-549	2	5	1	1	NUM
economy-549	2	6	,	,	PUNCT
economy-549	2	7	15	15	NUM
economy-549	2	8	-	-	SYM
economy-549	2	9	19	19	NUM
economy-549	2	10	,	,	PUNCT
economy-549	2	11	2014	2014	NUM
economy-549	2	12	www.asianonlinejournals.com/index.php/economy	www.asianonlinejournals.com/index.php/economy	VERB
economy-549	2	13	15	15	NUM
economy-549	2	14	median	median	ADJ
economy-549	2	15	regression	regression	NOUN
economy-549	2	16	analysis	analysis	NOUN
economy-549	2	17	of	of	ADP
economy-549	2	18	gender	gender	NOUN
economy-549	2	19	-	-	PUNCT
economy-549	2	20	wise	wise	ADJ
economy-549	2	21	income	income	NOUN
economy-549	2	22	gap	gap	NOUN
economy-549	2	23	in	in	ADP
economy-549	2	24	punjab	punjab	PROPN
economy-549	2	25	,	,	PUNCT
economy-549	2	26	pakistan	pakistan	PROPN
economy-549	2	27	muhammad	muhammad	PROPN
economy-549	2	28	aslam	aslam	PROPN
economy-549	2	29	1	1	NUM
economy-549	2	30	--arslan	--arslan	PROPN
economy-549	2	31	saeed	saeed	PROPN
economy-549	2	32	2	2	NUM
economy-549	2	33	--saima	--saima	SYM
economy-549	2	34	altaf	altaf	PROPN
economy-549	2	35	3	3	NUM
economy-549	2	36	1,3	1,3	NUM
economy-549	2	37	department	department	NOUN
economy-549	2	38	of	of	ADP
economy-549	2	39	statistics	statistic	NOUN
economy-549	2	40	,	,	PUNCT
economy-549	2	41	bahauddin	bahauddin	PROPN
economy-549	2	42	zakariya	zakariya	PROPN
economy-549	2	43	university	university	PROPN
economy-549	2	44	,	,	PUNCT
economy-549	2	45	multan	multan	PROPN
economy-549	2	46	,	,	PUNCT
economy-549	2	47	pakistan	pakistan	PROPN
economy-549	2	48	2	2	NUM
economy-549	2	49	govt	govt	NOUN
economy-549	2	50	.	.	PUNCT
economy-549	3	1	science	science	PROPN
economy-549	3	2	college	college	PROPN
economy-549	3	3	,	,	PUNCT
economy-549	3	4	multan	multan	PROPN
economy-549	3	5	,	,	PUNCT
economy-549	3	6	pakistan	pakistan	PROPN
economy-549	3	7	abstract	abstract	NOUN
economy-549	3	8	this	this	DET
economy-549	3	9	work	work	NOUN
economy-549	3	10	is	be	AUX
economy-549	3	11	licensed	license	VERB
economy-549	3	12	under	under	ADP
economy-549	3	13	a	a	DET
economy-549	3	14	creative	creative	ADJ
economy-549	3	15	commons	common	NOUN
economy-549	3	16	attribution	attribution	NOUN
economy-549	3	17	3.0	3.0	NUM
economy-549	3	18	license	license	NOUN
economy-549	3	19	asian	asian	ADJ
economy-549	3	20	online	online	PROPN
economy-549	3	21	journal	journal	PROPN
economy-549	3	22	publishing	publishing	NOUN
economy-549	3	23	group	group	PROPN
economy-549	3	24	1	1	NUM
economy-549	3	25	.	.	PUNCT
economy-549	4	1	introduction	introduction	NOUN
economy-549	4	2	income	income	NOUN
economy-549	4	3	is	be	AUX
economy-549	4	4	the	the	DET
economy-549	4	5	central	central	ADJ
economy-549	4	6	motivating	motivate	VERB
economy-549	4	7	factor	factor	NOUN
economy-549	4	8	of	of	ADP
economy-549	4	9	human	human	ADJ
economy-549	4	10	activities	activity	NOUN
economy-549	4	11	.	.	PUNCT
economy-549	5	1	according	accord	VERB
economy-549	5	2	to	to	ADP
economy-549	5	3	the	the	DET
economy-549	5	4	classical	classical	ADJ
economy-549	5	5	and	and	CCONJ
economy-549	5	6	modern	modern	ADJ
economy-549	5	7	economists	economist	NOUN
economy-549	5	8	,	,	PUNCT
economy-549	5	9	materialistic	materialistic	ADJ
economy-549	5	10	life	life	NOUN
economy-549	5	11	is	be	AUX
economy-549	5	12	the	the	DET
economy-549	5	13	game	game	NOUN
economy-549	5	14	of	of	ADP
economy-549	5	15	income	income	NOUN
economy-549	5	16	earning	earn	VERB
economy-549	5	17	and	and	CCONJ
economy-549	5	18	spending	spending	NOUN
economy-549	5	19	.	.	PUNCT
economy-549	6	1	according	accord	VERB
economy-549	6	2	to	to	ADP
economy-549	6	3	robbins	robbins	PROPN
economy-549	6	4	(	(	PUNCT
economy-549	6	5	1945	1945	NUM
economy-549	6	6	)	)	PUNCT
economy-549	6	7	“	"	PUNCT
economy-549	6	8	economics	economic	NOUN
economy-549	6	9	is	be	AUX
economy-549	6	10	the	the	DET
economy-549	6	11	study	study	NOUN
economy-549	6	12	of	of	ADP
economy-549	6	13	human	human	ADJ
economy-549	6	14	behavior	behavior	NOUN
economy-549	6	15	adopted	adopt	VERB
economy-549	6	16	between	between	ADP
economy-549	6	17	unlimited	unlimited	ADJ
economy-549	6	18	end	end	NOUN
economy-549	6	19	and	and	CCONJ
economy-549	6	20	scare	scare	NOUN
economy-549	6	21	means	mean	NOUN
economy-549	6	22	”	"	PUNCT
economy-549	6	23	.	.	PUNCT
economy-549	7	1	every	every	DET
economy-549	7	2	human	human	NOUN
economy-549	7	3	tries	try	VERB
economy-549	7	4	to	to	PART
economy-549	7	5	satisfy	satisfy	VERB
economy-549	7	6	his	his	PRON
economy-549	7	7	end	end	NOUN
economy-549	7	8	with	with	ADP
economy-549	7	9	his	his	PRON
economy-549	7	10	scare	scare	NOUN
economy-549	7	11	resources	resource	NOUN
economy-549	7	12	.	.	PUNCT
economy-549	8	1	the	the	DET
economy-549	8	2	main	main	ADJ
economy-549	8	3	head	head	NOUN
economy-549	8	4	of	of	ADP
economy-549	8	5	resource	resource	NOUN
economy-549	8	6	is	be	AUX
economy-549	8	7	income	income	NOUN
economy-549	8	8	that	that	PRON
economy-549	8	9	is	be	AUX
economy-549	8	10	the	the	DET
economy-549	8	11	reward	reward	NOUN
economy-549	8	12	of	of	ADP
economy-549	8	13	man	man	NOUN
economy-549	8	14	’s	’s	PART
economy-549	8	15	mental	mental	ADJ
economy-549	8	16	and	and	CCONJ
economy-549	8	17	physical	physical	ADJ
economy-549	8	18	effort	effort	NOUN
economy-549	8	19	.	.	PUNCT
economy-549	9	1	income	income	NOUN
economy-549	9	2	and	and	CCONJ
economy-549	9	3	income	income	NOUN
economy-549	9	4	related	relate	VERB
economy-549	9	5	issues	issue	NOUN
economy-549	9	6	are	be	AUX
economy-549	9	7	very	very	ADV
economy-549	9	8	important	important	ADJ
economy-549	9	9	for	for	ADP
economy-549	9	10	study	study	NOUN
economy-549	9	11	to	to	ADP
economy-549	9	12	a	a	DET
economy-549	9	13	research	research	NOUN
economy-549	9	14	scholar	scholar	NOUN
economy-549	9	15	.	.	PUNCT
economy-549	10	1	the	the	DET
economy-549	10	2	most	most	ADV
economy-549	10	3	relevant	relevant	ADJ
economy-549	10	4	income	income	NOUN
economy-549	10	5	related	relate	VERB
economy-549	10	6	issues	issue	NOUN
economy-549	10	7	are	be	AUX
economy-549	10	8	unemployment	unemployment	NOUN
economy-549	10	9	,	,	PUNCT
economy-549	10	10	inflation	inflation	NOUN
economy-549	10	11	,	,	PUNCT
economy-549	10	12	income	income	NOUN
economy-549	10	13	inequality	inequality	NOUN
economy-549	10	14	and	and	CCONJ
economy-549	10	15	poverty	poverty	NOUN
economy-549	10	16	etc	etc	X
economy-549	10	17	.	.	X
economy-549	11	1	income	income	NOUN
economy-549	11	2	is	be	AUX
economy-549	11	3	one	one	NUM
economy-549	11	4	of	of	ADP
economy-549	11	5	the	the	DET
economy-549	11	6	vast	vast	ADJ
economy-549	11	7	fields	field	NOUN
economy-549	11	8	of	of	ADP
economy-549	11	9	study	study	NOUN
economy-549	11	10	.	.	PUNCT
economy-549	12	1	so	so	ADV
economy-549	12	2	,	,	PUNCT
economy-549	12	3	how	how	SCONJ
economy-549	12	4	much	much	ADJ
economy-549	12	5	research	research	NOUN
economy-549	12	6	is	be	AUX
economy-549	12	7	made	make	VERB
economy-549	12	8	about	about	ADP
economy-549	12	9	income	income	NOUN
economy-549	12	10	or	or	CCONJ
economy-549	12	11	its	its	PRON
economy-549	12	12	related	related	ADJ
economy-549	12	13	issues	issue	NOUN
economy-549	12	14	(	(	PUNCT
economy-549	12	15	development	development	NOUN
economy-549	12	16	,	,	PUNCT
economy-549	12	17	poverty	poverty	NOUN
economy-549	12	18	,	,	PUNCT
economy-549	12	19	inflation	inflation	NOUN
economy-549	12	20	,	,	PUNCT
economy-549	12	21	and	and	CCONJ
economy-549	12	22	living	living	NOUN
economy-549	12	23	standard	standard	ADJ
economy-549	12	24	etc	etc	X
economy-549	12	25	.	.	PUNCT
economy-549	12	26	)	)	PUNCT
economy-549	12	27	is	be	AUX
economy-549	12	28	insufficient	insufficient	ADJ
economy-549	12	29	due	due	ADP
economy-549	12	30	to	to	ADP
economy-549	12	31	dynamic	dynamic	ADJ
economy-549	12	32	changes	change	NOUN
economy-549	12	33	in	in	ADP
economy-549	12	34	the	the	DET
economy-549	12	35	world	world	NOUN
economy-549	12	36	.	.	PUNCT
economy-549	13	1	however	however	ADV
economy-549	13	2	,	,	PUNCT
economy-549	13	3	the	the	DET
economy-549	13	4	study	study	NOUN
economy-549	13	5	of	of	ADP
economy-549	13	6	income	income	NOUN
economy-549	13	7	gap	gap	NOUN
economy-549	13	8	is	be	AUX
economy-549	13	9	one	one	NUM
economy-549	13	10	of	of	ADP
economy-549	13	11	the	the	DET
economy-549	13	12	important	important	ADJ
economy-549	13	13	areas	area	NOUN
economy-549	13	14	for	for	ADP
economy-549	13	15	the	the	DET
economy-549	13	16	researchers	researcher	NOUN
economy-549	13	17	.	.	PUNCT
economy-549	14	1	various	various	ADJ
economy-549	14	2	researchers	researcher	NOUN
economy-549	14	3	have	have	AUX
economy-549	14	4	analyzed	analyze	VERB
economy-549	14	5	the	the	DET
economy-549	14	6	income	income	NOUN
economy-549	14	7	gap	gap	NOUN
economy-549	14	8	in	in	ADP
economy-549	14	9	different	different	ADJ
economy-549	14	10	forms	form	NOUN
economy-549	14	11	.	.	PUNCT
economy-549	15	1	for	for	ADP
economy-549	15	2	instance	instance	NOUN
economy-549	15	3	,	,	PUNCT
economy-549	15	4	falaris	falaris	PROPN
economy-549	15	5	(	(	PUNCT
economy-549	15	6	2003	2003	NUM
economy-549	15	7	)	)	PUNCT
economy-549	15	8	has	have	AUX
economy-549	15	9	analyzed	analyze	VERB
economy-549	15	10	the	the	DET
economy-549	15	11	wage	wage	NOUN
economy-549	15	12	differences	difference	NOUN
economy-549	15	13	between	between	ADP
economy-549	15	14	males	male	NOUN
economy-549	15	15	and	and	CCONJ
economy-549	15	16	females	female	NOUN
economy-549	15	17	at	at	ADP
economy-549	15	18	various	various	ADJ
economy-549	15	19	quantiles	quantile	NOUN
economy-549	15	20	of	of	ADP
economy-549	15	21	income	income	NOUN
economy-549	15	22	in	in	ADP
economy-549	15	23	panama	panama	PROPN
economy-549	15	24	.	.	PUNCT
economy-549	16	1	machado	machado	PROPN
economy-549	16	2	and	and	CCONJ
economy-549	16	3	mata	mata	PROPN
economy-549	16	4	(	(	PUNCT
economy-549	16	5	2005	2005	NUM
economy-549	16	6	)	)	PUNCT
economy-549	16	7	have	have	AUX
economy-549	16	8	analyzed	analyze	VERB
economy-549	16	9	the	the	DET
economy-549	16	10	wage	wage	NOUN
economy-549	16	11	gap	gap	NOUN
economy-549	16	12	or	or	CCONJ
economy-549	16	13	wage	wage	NOUN
economy-549	16	14	changes	change	NOUN
economy-549	16	15	over	over	ADP
economy-549	16	16	various	various	ADJ
economy-549	16	17	periods	period	NOUN
economy-549	16	18	of	of	ADP
economy-549	16	19	time	time	NOUN
economy-549	16	20	in	in	ADP
economy-549	16	21	their	their	PRON
economy-549	16	22	study	study	NOUN
economy-549	16	23	.	.	PUNCT
economy-549	17	1	a	a	DET
economy-549	17	2	number	number	NOUN
economy-549	17	3	of	of	ADP
economy-549	17	4	studies	study	NOUN
economy-549	17	5	have	have	AUX
economy-549	17	6	also	also	ADV
economy-549	17	7	been	be	AUX
economy-549	17	8	conducted	conduct	VERB
economy-549	17	9	about	about	ADP
economy-549	17	10	the	the	DET
economy-549	17	11	income	income	NOUN
economy-549	17	12	gap	gap	NOUN
economy-549	17	13	in	in	ADP
economy-549	17	14	pakistan	pakistan	PROPN
economy-549	17	15	.	.	PUNCT
economy-549	18	1	for	for	ADP
economy-549	18	2	example	example	NOUN
economy-549	18	3	,	,	PUNCT
economy-549	18	4	hyder	hyder	NOUN
economy-549	18	5	and	and	CCONJ
economy-549	18	6	reilly	reilly	ADV
economy-549	18	7	(	(	PUNCT
economy-549	18	8	2005	2005	NUM
economy-549	18	9	)	)	PUNCT
economy-549	18	10	have	have	AUX
economy-549	18	11	analyzed	analyze	VERB
economy-549	18	12	the	the	DET
economy-549	18	13	public	public	ADJ
economy-549	18	14	and	and	CCONJ
economy-549	18	15	private	private	ADJ
economy-549	18	16	sector	sector	NOUN
economy-549	18	17	wage	wage	NOUN
economy-549	18	18	gap	gap	NOUN
economy-549	18	19	in	in	ADP
economy-549	18	20	pakistan	pakistan	PROPN
economy-549	18	21	.	.	PUNCT
economy-549	19	1	sabir	sabir	PROPN
economy-549	19	2	and	and	CCONJ
economy-549	19	3	aftab	aftab	PROPN
economy-549	19	4	(	(	PUNCT
economy-549	19	5	2007	2007	NUM
economy-549	19	6	)	)	PUNCT
economy-549	19	7	have	have	AUX
economy-549	19	8	also	also	ADV
economy-549	19	9	given	give	VERB
economy-549	19	10	the	the	DET
economy-549	19	11	study	study	NOUN
economy-549	19	12	about	about	ADP
economy-549	19	13	dynamism	dynamism	NOUN
economy-549	19	14	in	in	ADP
economy-549	19	15	the	the	DET
economy-549	19	16	gender	gender	NOUN
economy-549	19	17	wage	wage	NOUN
economy-549	19	18	gap	gap	NOUN
economy-549	19	19	.	.	PUNCT
economy-549	20	1	some	some	DET
economy-549	20	2	other	other	ADJ
economy-549	20	3	important	important	ADJ
economy-549	20	4	studies	study	NOUN
economy-549	20	5	are	be	AUX
economy-549	20	6	given	give	VERB
economy-549	20	7	by	by	ADP
economy-549	20	8	ali	ali	PROPN
economy-549	20	9	et	et	PROPN
economy-549	20	10	al	al	PROPN
economy-549	20	11	.	.	PROPN
economy-549	21	1	(	(	PUNCT
economy-549	21	2	1999	1999	NUM
economy-549	21	3	)	)	PUNCT
economy-549	21	4	,	,	PUNCT
economy-549	21	5	ahmad	ahmad	PROPN
economy-549	21	6	(	(	PUNCT
economy-549	21	7	2000	2000	NUM
economy-549	21	8	)	)	PUNCT
economy-549	21	9	,	,	PUNCT
economy-549	21	10	shahbaz	shahbaz	PROPN
economy-549	21	11	et	et	PROPN
economy-549	21	12	al	al	PROPN
economy-549	21	13	.	.	PROPN
economy-549	22	1	(	(	PUNCT
economy-549	22	2	2007	2007	NUM
economy-549	22	3	)	)	PUNCT
economy-549	22	4	and	and	CCONJ
economy-549	22	5	cheema	cheema	PROPN
economy-549	22	6	and	and	CCONJ
economy-549	22	7	sial	sial	PROPN
economy-549	22	8	(	(	PUNCT
economy-549	22	9	2012	2012	NUM
economy-549	22	10	)	)	PUNCT
economy-549	22	11	etc	etc	X
economy-549	22	12	.	.	X
economy-549	23	1	the	the	DET
economy-549	23	2	present	present	ADJ
economy-549	23	3	article	article	NOUN
economy-549	23	4	is	be	AUX
economy-549	23	5	also	also	ADV
economy-549	23	6	about	about	ADP
economy-549	23	7	the	the	DET
economy-549	23	8	income	income	NOUN
economy-549	23	9	related	relate	VERB
economy-549	23	10	issues	issue	NOUN
economy-549	23	11	focusing	focus	VERB
economy-549	23	12	the	the	DET
economy-549	23	13	province	province	NOUN
economy-549	23	14	of	of	ADP
economy-549	23	15	punjab	punjab	PROPN
economy-549	23	16	in	in	ADP
economy-549	23	17	pakistan	pakistan	PROPN
economy-549	23	18	.	.	PUNCT
economy-549	24	1	we	we	PRON
economy-549	24	2	primarily	primarily	ADV
economy-549	24	3	aim	aim	VERB
economy-549	24	4	to	to	PART
economy-549	24	5	discuss	discuss	VERB
economy-549	24	6	the	the	DET
economy-549	24	7	gender	gender	NOUN
economy-549	24	8	-	-	PUNCT
economy-549	24	9	wise	wise	ADJ
economy-549	24	10	gap	gap	NOUN
economy-549	24	11	in	in	ADP
economy-549	24	12	income	income	NOUN
economy-549	24	13	.	.	PUNCT
economy-549	25	1	however	however	ADV
economy-549	25	2	,	,	PUNCT
economy-549	25	3	the	the	DET
economy-549	25	4	impact	impact	NOUN
economy-549	25	5	of	of	ADP
economy-549	25	6	area	area	NOUN
economy-549	25	7	(	(	PUNCT
economy-549	25	8	urban	urban	ADJ
economy-549	25	9	or	or	CCONJ
economy-549	25	10	rural	rural	ADJ
economy-549	25	11	)	)	PUNCT
economy-549	25	12	,	,	PUNCT
economy-549	25	13	education	education	NOUN
economy-549	25	14	,	,	PUNCT
economy-549	25	15	and	and	CCONJ
economy-549	25	16	job	job	NOUN
economy-549	25	17	type	type	NOUN
economy-549	25	18	on	on	ADP
economy-549	25	19	income	income	NOUN
economy-549	25	20	of	of	ADP
economy-549	25	21	the	the	DET
economy-549	25	22	people	people	NOUN
economy-549	25	23	of	of	ADP
economy-549	25	24	punjab	punjab	PROPN
economy-549	25	25	are	be	AUX
economy-549	25	26	also	also	ADV
economy-549	25	27	being	be	AUX
economy-549	25	28	targeted	target	VERB
economy-549	25	29	in	in	ADP
economy-549	25	30	this	this	DET
economy-549	25	31	study	study	NOUN
economy-549	25	32	.	.	PUNCT
economy-549	26	1	it	it	PRON
economy-549	26	2	is	be	AUX
economy-549	26	3	common	common	ADJ
economy-549	26	4	to	to	PART
economy-549	26	5	use	use	VERB
economy-549	26	6	the	the	DET
economy-549	26	7	ordinary	ordinary	ADJ
economy-549	26	8	least	least	ADJ
economy-549	26	9	squares	square	NOUN
economy-549	26	10	(	(	PUNCT
economy-549	26	11	ols	ol	NOUN
economy-549	26	12	)	)	PUNCT
economy-549	26	13	method	method	NOUN
economy-549	26	14	to	to	PART
economy-549	26	15	estimate	estimate	VERB
economy-549	26	16	the	the	DET
economy-549	26	17	values	value	NOUN
economy-549	26	18	of	of	ADP
economy-549	26	19	dependent	dependent	ADJ
economy-549	26	20	variable	variable	NOUN
economy-549	26	21	,	,	PUNCT
economy-549	26	22	depending	depend	VERB
economy-549	26	23	on	on	ADP
economy-549	26	24	different	different	ADJ
economy-549	26	25	covariates	covariate	NOUN
economy-549	26	26	.	.	PUNCT
economy-549	27	1	but	but	CCONJ
economy-549	27	2	sometimes	sometimes	ADV
economy-549	27	3	the	the	DET
economy-549	27	4	conditional	conditional	ADJ
economy-549	27	5	mean	mean	NOUN
economy-549	27	6	of	of	ADP
economy-549	27	7	response	response	NOUN
economy-549	27	8	variable	variable	NOUN
economy-549	27	9	is	be	AUX
economy-549	27	10	not	not	PART
economy-549	27	11	desirable	desirable	ADJ
economy-549	27	12	when	when	SCONJ
economy-549	27	13	one	one	PRON
economy-549	27	14	wants	want	VERB
economy-549	27	15	to	to	PART
economy-549	27	16	obtain	obtain	VERB
economy-549	27	17	a	a	DET
economy-549	27	18	good	good	ADJ
economy-549	27	19	estimate	estimate	NOUN
economy-549	27	20	that	that	PRON
economy-549	27	21	satisfies	satisfy	VERB
economy-549	27	22	the	the	DET
economy-549	27	23	location	location	NOUN
economy-549	27	24	and	and	CCONJ
economy-549	27	25	shape	shape	NOUN
economy-549	27	26	properties	property	NOUN
economy-549	27	27	better	well	ADJ
economy-549	27	28	than	than	ADP
economy-549	27	29	the	the	DET
economy-549	27	30	ordinary	ordinary	ADJ
economy-549	27	31	mean	mean	NOUN
economy-549	27	32	as	as	SCONJ
economy-549	27	33	found	find	VERB
economy-549	27	34	in	in	ADP
economy-549	27	35	the	the	DET
economy-549	27	36	ols	ol	NOUN
economy-549	27	37	.	.	PUNCT
economy-549	28	1	koenker	koenker	PROPN
economy-549	28	2	and	and	CCONJ
economy-549	28	3	bassett	bassett	PROPN
economy-549	28	4	(	(	PUNCT
economy-549	28	5	1978	1978	NUM
economy-549	28	6	)	)	PUNCT
economy-549	28	7	argued	argue	VERB
economy-549	28	8	that	that	SCONJ
economy-549	28	9	the	the	DET
economy-549	28	10	ols	ols	NOUN
economy-549	28	11	estimators	estimator	NOUN
economy-549	28	12	may	may	AUX
economy-549	28	13	be	be	AUX
economy-549	28	14	seriously	seriously	ADV
economy-549	28	15	deficient	deficient	ADJ
economy-549	28	16	in	in	ADP
economy-549	28	17	linear	linear	PROPN
economy-549	28	18	models	model	NOUN
economy-549	28	19	with	with	ADP
economy-549	28	20	non	non	ADJ
economy-549	28	21	-	-	ADJ
economy-549	28	22	gaussian	gaussian	ADJ
economy-549	28	23	errors	error	NOUN
economy-549	28	24	.	.	PUNCT
economy-549	29	1	they	they	PRON
economy-549	29	2	introduced	introduce	VERB
economy-549	29	3	the	the	DET
economy-549	29	4	quantile	quantile	ADJ
economy-549	29	5	regression	regression	NOUN
economy-549	29	6	for	for	ADP
economy-549	29	7	this	this	DET
economy-549	29	8	situation	situation	NOUN
economy-549	29	9	.	.	PUNCT
economy-549	30	1	the	the	DET
economy-549	30	2	traditional	traditional	ADJ
economy-549	30	3	regression	regression	NOUN
economy-549	30	4	analysis	analysis	NOUN
economy-549	30	5	is	be	AUX
economy-549	30	6	focused	focus	VERB
economy-549	30	7	on	on	ADP
economy-549	30	8	mean	mean	VERB
economy-549	30	9	.	.	PUNCT
economy-549	31	1	the	the	DET
economy-549	31	2	conditional	conditional	ADJ
economy-549	31	3	mean	mean	NOUN
economy-549	31	4	models	model	NOUN
economy-549	31	5	have	have	VERB
economy-549	31	6	certain	certain	ADJ
economy-549	31	7	attractive	attractive	ADJ
economy-549	31	8	properties	property	NOUN
economy-549	31	9	under	under	ADP
economy-549	31	10	ideal	ideal	ADJ
economy-549	31	11	conditions	condition	NOUN
economy-549	31	12	(	(	PUNCT
economy-549	31	13	assumptions	assumption	NOUN
economy-549	31	14	)	)	PUNCT
economy-549	31	15	.	.	PUNCT
economy-549	32	1	the	the	DET
economy-549	32	2	conditional	conditional	ADJ
economy-549	32	3	mean	mean	NOUN
economy-549	32	4	models	model	NOUN
economy-549	32	5	have	have	VERB
economy-549	32	6	some	some	DET
economy-549	32	7	deficiencies	deficiency	NOUN
economy-549	32	8	i.e.	i.e.	X
economy-549	32	9	(	(	PUNCT
economy-549	32	10	a	a	X
economy-549	32	11	)	)	PUNCT
economy-549	32	12	these	these	DET
economy-549	32	13	models	model	NOUN
economy-549	32	14	are	be	AUX
economy-549	32	15	not	not	PART
economy-549	32	16	extendable	extendable	ADJ
economy-549	32	17	for	for	ADP
economy-549	32	18	non	non	X
economy-549	32	19	central	central	ADJ
economy-549	32	20	location	location	NOUN
economy-549	32	21	(	(	PUNCT
economy-549	32	22	b	b	X
economy-549	32	23	)	)	PUNCT
economy-549	32	24	the	the	DET
economy-549	32	25	assumptions	assumption	NOUN
economy-549	32	26	of	of	ADP
economy-549	32	27	conditional	conditional	ADJ
economy-549	32	28	mean	mean	NOUN
economy-549	32	29	modeling	modeling	NOUN
economy-549	32	30	are	be	AUX
economy-549	32	31	not	not	PART
economy-549	32	32	always	always	ADV
economy-549	32	33	met	meet	VERB
economy-549	32	34	in	in	ADP
economy-549	32	35	the	the	DET
economy-549	32	36	real	real	ADJ
economy-549	32	37	world	world	NOUN
economy-549	32	38	(	(	PUNCT
economy-549	32	39	c	c	X
economy-549	32	40	)	)	PUNCT
economy-549	32	41	the	the	DET
economy-549	32	42	conditional	conditional	ADJ
economy-549	32	43	mean	mean	NOUN
economy-549	32	44	models	model	NOUN
economy-549	32	45	do	do	AUX
economy-549	32	46	not	not	PART
economy-549	32	47	go	go	VERB
economy-549	32	48	beyond	beyond	ADP
economy-549	32	49	location	location	NOUN
economy-549	32	50	.	.	PUNCT
economy-549	33	1	they	they	PRON
economy-549	33	2	do	do	AUX
economy-549	33	3	not	not	PART
economy-549	33	4	cover	cover	VERB
economy-549	33	5	all	all	DET
economy-549	33	6	this	this	DET
economy-549	33	7	paper	paper	NOUN
economy-549	33	8	primarily	primarily	ADV
economy-549	33	9	examines	examine	VERB
economy-549	33	10	the	the	DET
economy-549	33	11	impact	impact	NOUN
economy-549	33	12	of	of	ADP
economy-549	33	13	gender	gender	NOUN
economy-549	33	14	on	on	ADP
economy-549	33	15	the	the	DET
economy-549	33	16	monthly	monthly	ADJ
economy-549	33	17	income	income	NOUN
economy-549	33	18	of	of	ADP
economy-549	33	19	the	the	DET
economy-549	33	20	working	work	VERB
economy-549	33	21	class	class	NOUN
economy-549	33	22	in	in	ADP
economy-549	33	23	punjab	punjab	PROPN
economy-549	33	24	,	,	PUNCT
economy-549	33	25	pakistan	pakistan	PROPN
economy-549	33	26	.	.	PUNCT
economy-549	34	1	the	the	DET
economy-549	34	2	relevant	relevant	ADJ
economy-549	34	3	data	datum	NOUN
economy-549	34	4	have	have	AUX
economy-549	34	5	been	be	AUX
economy-549	34	6	obtained	obtain	VERB
economy-549	34	7	from	from	ADP
economy-549	34	8	pakistan	pakistan	PROPN
economy-549	34	9	labour	labour	PROPN
economy-549	34	10	force	force	NOUN
economy-549	34	11	survey	survey	NOUN
economy-549	34	12	(	(	PUNCT
economy-549	34	13	2008	2008	NUM
economy-549	34	14	-	-	SYM
economy-549	34	15	9	9	NUM
economy-549	34	16	)	)	PUNCT
economy-549	34	17	.	.	PUNCT
economy-549	35	1	a	a	DET
economy-549	35	2	special	special	ADJ
economy-549	35	3	case	case	NOUN
economy-549	35	4	of	of	ADP
economy-549	35	5	quantile	quantile	ADJ
economy-549	35	6	regression	regression	NOUN
economy-549	35	7	i.e.	i.e.	X
economy-549	35	8	the	the	DET
economy-549	35	9	median	median	ADJ
economy-549	35	10	regression	regression	NOUN
economy-549	35	11	is	be	AUX
economy-549	35	12	used	use	VERB
economy-549	35	13	for	for	ADP
economy-549	35	14	the	the	DET
economy-549	35	15	desired	desire	VERB
economy-549	35	16	investigation	investigation	NOUN
economy-549	35	17	.	.	PUNCT
economy-549	36	1	in	in	ADP
economy-549	36	2	addition	addition	NOUN
economy-549	36	3	to	to	ADP
economy-549	36	4	gender	gender	NOUN
economy-549	36	5	,	,	PUNCT
economy-549	36	6	the	the	DET
economy-549	36	7	other	other	ADJ
economy-549	36	8	covariates	covariate	NOUN
economy-549	36	9	are	be	AUX
economy-549	36	10	marital	marital	ADJ
economy-549	36	11	status	status	NOUN
economy-549	36	12	,	,	PUNCT
economy-549	36	13	area	area	NOUN
economy-549	36	14	of	of	ADP
economy-549	36	15	residence	residence	NOUN
economy-549	36	16	,	,	PUNCT
economy-549	36	17	level	level	NOUN
economy-549	36	18	of	of	ADP
economy-549	36	19	education	education	NOUN
economy-549	36	20	,	,	PUNCT
economy-549	36	21	job	job	NOUN
economy-549	36	22	type	type	NOUN
economy-549	36	23	and	and	CCONJ
economy-549	36	24	status	status	NOUN
economy-549	36	25	etc	etc	X
economy-549	36	26	.	.	X
economy-549	36	27	as	as	ADP
economy-549	36	28	in	in	ADP
economy-549	36	29	many	many	ADJ
economy-549	36	30	other	other	ADJ
economy-549	36	31	regions	region	NOUN
economy-549	36	32	and	and	CCONJ
economy-549	36	33	countries	country	NOUN
economy-549	36	34	,	,	PUNCT
economy-549	36	35	the	the	DET
economy-549	36	36	male	male	ADJ
economy-549	36	37	workers	worker	NOUN
economy-549	36	38	in	in	ADP
economy-549	36	39	punjab	punjab	NOUN
economy-549	36	40	tend	tend	VERB
economy-549	36	41	to	to	PART
economy-549	36	42	have	have	VERB
economy-549	36	43	higher	high	ADJ
economy-549	36	44	average	average	ADJ
economy-549	36	45	income	income	NOUN
economy-549	36	46	and	and	CCONJ
economy-549	36	47	the	the	DET
economy-549	36	48	income	income	NOUN
economy-549	36	49	tend	tend	VERB
economy-549	36	50	to	to	PART
economy-549	36	51	increase	increase	VERB
economy-549	36	52	with	with	ADP
economy-549	36	53	increase	increase	NOUN
economy-549	36	54	in	in	ADP
economy-549	36	55	level	level	NOUN
economy-549	36	56	of	of	ADP
economy-549	36	57	education	education	NOUN
economy-549	36	58	.	.	PUNCT
economy-549	37	1	the	the	DET
economy-549	37	2	workers	worker	NOUN
economy-549	37	3	with	with	ADP
economy-549	37	4	permanent	permanent	ADJ
economy-549	37	5	jobs	job	NOUN
economy-549	37	6	earn	earn	VERB
economy-549	37	7	more	more	ADJ
economy-549	37	8	as	as	ADP
economy-549	37	9	compared	compare	VERB
economy-549	37	10	to	to	ADP
economy-549	37	11	temporary	temporary	ADJ
economy-549	37	12	job	job	NOUN
economy-549	37	13	holders	holder	NOUN
economy-549	37	14	.	.	PUNCT
economy-549	38	1	keywords	keyword	NOUN
economy-549	38	2	:	:	PUNCT
economy-549	38	3	income	income	NOUN
economy-549	38	4	gap	gap	NOUN
economy-549	38	5	,	,	PUNCT
economy-549	38	6	labour	labour	ADJ
economy-549	38	7	force	force	NOUN
economy-549	38	8	survey	survey	NOUN
economy-549	38	9	,	,	PUNCT
economy-549	38	10	median	median	ADJ
economy-549	38	11	income	income	NOUN
economy-549	38	12	,	,	PUNCT
economy-549	38	13	poverty	poverty	NOUN
economy-549	38	14	,	,	PUNCT
economy-549	38	15	quantile	quantile	NOUN
economy-549	38	16	,	,	PUNCT
economy-549	38	17	quantile	quantile	ADJ
economy-549	38	18	regression	regression	NOUN
economy-549	38	19	.	.	PUNCT
economy-549	39	1	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
economy-549	39	2	economy	economy	NOUN
economy-549	39	3	,	,	PUNCT
economy-549	39	4	2014	2014	NUM
economy-549	39	5	,	,	PUNCT
economy-549	39	6	1(1	1(1	NUM
economy-549	39	7	):	):	PUNCT
economy-549	39	8	15	15	NUM
economy-549	39	9	-	-	SYM
economy-549	39	10	19	19	NUM
economy-549	39	11	16	16	NUM
economy-549	39	12	characteristics	characteristic	NOUN
economy-549	39	13	(	(	PUNCT
economy-549	39	14	like	like	INTJ
economy-549	39	15	scale	scale	NOUN
economy-549	39	16	,	,	PUNCT
economy-549	39	17	skewness	skewness	NOUN
economy-549	39	18	and	and	CCONJ
economy-549	39	19	other	other	ADJ
economy-549	39	20	higher	high	ADJ
economy-549	39	21	order	order	NOUN
economy-549	39	22	properties	property	NOUN
economy-549	39	23	)	)	PUNCT
economy-549	39	24	of	of	ADP
economy-549	39	25	relationship	relationship	NOUN
economy-549	39	26	between	between	ADP
economy-549	39	27	response	response	NOUN
economy-549	39	28	distribution	distribution	NOUN
economy-549	39	29	and	and	CCONJ
economy-549	39	30	explanatory	explanatory	ADJ
economy-549	39	31	variables	variable	NOUN
economy-549	39	32	.	.	PUNCT
economy-549	40	1	when	when	SCONJ
economy-549	40	2	we	we	PRON
economy-549	40	3	study	study	VERB
economy-549	40	4	the	the	DET
economy-549	40	5	distribution	distribution	NOUN
economy-549	40	6	of	of	ADP
economy-549	40	7	income	income	NOUN
economy-549	40	8	,	,	PUNCT
economy-549	40	9	it	it	PRON
economy-549	40	10	is	be	AUX
economy-549	40	11	found	find	VERB
economy-549	40	12	to	to	PART
economy-549	40	13	be	be	AUX
economy-549	40	14	highly	highly	ADV
economy-549	40	15	skewed	skewed	ADJ
economy-549	40	16	and	and	CCONJ
economy-549	40	17	invites	invite	VERB
economy-549	40	18	the	the	DET
economy-549	40	19	quantile	quantile	ADJ
economy-549	40	20	regression	regression	NOUN
economy-549	40	21	to	to	PART
economy-549	40	22	be	be	AUX
economy-549	40	23	used	use	VERB
economy-549	40	24	.	.	PUNCT
economy-549	41	1	when	when	SCONJ
economy-549	41	2	the	the	DET
economy-549	41	3	distribution	distribution	NOUN
economy-549	41	4	is	be	AUX
economy-549	41	5	highly	highly	ADV
economy-549	41	6	skewed	skewed	ADJ
economy-549	41	7	then	then	ADV
economy-549	41	8	mean	mean	VERB
economy-549	41	9	is	be	AUX
economy-549	41	10	not	not	PART
economy-549	41	11	good	good	ADJ
economy-549	41	12	representation	representation	NOUN
economy-549	41	13	of	of	ADP
economy-549	41	14	location	location	NOUN
economy-549	41	15	as	as	ADP
economy-549	41	16	median	median	NOUN
economy-549	41	17	.	.	PUNCT
economy-549	42	1	the	the	DET
economy-549	42	2	conditional	conditional	ADJ
economy-549	42	3	median	median	ADJ
economy-549	42	4	regression	regression	NOUN
economy-549	42	5	model	model	NOUN
economy-549	42	6	is	be	AUX
economy-549	42	7	used	use	VERB
economy-549	42	8	in	in	ADP
economy-549	42	9	modeling	model	VERB
economy-549	42	10	the	the	DET
economy-549	42	11	location	location	NOUN
economy-549	42	12	and	and	CCONJ
economy-549	42	13	shape	shape	NOUN
economy-549	42	14	of	of	ADP
economy-549	42	15	distribution	distribution	NOUN
economy-549	42	16	of	of	ADP
economy-549	42	17	response	response	NOUN
economy-549	42	18	variable	variable	NOUN
economy-549	42	19	which	which	PRON
economy-549	42	20	is	be	AUX
economy-549	42	21	specific	specific	ADJ
economy-549	42	22	type	type	NOUN
economy-549	42	23	of	of	ADP
economy-549	42	24	quantile	quantile	ADJ
economy-549	42	25	regression	regression	NOUN
economy-549	42	26	.	.	PUNCT
economy-549	43	1	therefore	therefore	ADV
economy-549	43	2	,	,	PUNCT
economy-549	43	3	in	in	ADP
economy-549	43	4	the	the	DET
economy-549	43	5	present	present	ADJ
economy-549	43	6	study	study	NOUN
economy-549	43	7	,	,	PUNCT
economy-549	43	8	we	we	PRON
economy-549	43	9	aim	aim	VERB
economy-549	43	10	to	to	PART
economy-549	43	11	use	use	VERB
economy-549	43	12	the	the	DET
economy-549	43	13	median	median	ADJ
economy-549	43	14	regression	regression	NOUN
economy-549	43	15	model	model	NOUN
economy-549	43	16	.	.	PUNCT
economy-549	44	1	the	the	DET
economy-549	44	2	upcoming	upcoming	ADJ
economy-549	44	3	section	section	NOUN
economy-549	44	4	elaborates	elaborate	VERB
economy-549	44	5	the	the	DET
economy-549	44	6	structure	structure	NOUN
economy-549	44	7	of	of	ADP
economy-549	44	8	such	such	ADJ
economy-549	44	9	model	model	NOUN
economy-549	44	10	.	.	PUNCT
economy-549	45	1	we	we	PRON
economy-549	45	2	are	be	AUX
economy-549	45	3	not	not	PART
economy-549	45	4	the	the	DET
economy-549	45	5	first	first	ADJ
economy-549	45	6	who	who	PRON
economy-549	45	7	are	be	AUX
economy-549	45	8	using	use	VERB
economy-549	45	9	this	this	DET
economy-549	45	10	approach	approach	NOUN
economy-549	45	11	.	.	PUNCT
economy-549	46	1	many	many	ADJ
economy-549	46	2	researchers	researcher	NOUN
economy-549	46	3	used	use	VERB
economy-549	46	4	the	the	DET
economy-549	46	5	same	same	ADJ
economy-549	46	6	in	in	ADP
economy-549	46	7	their	their	PRON
economy-549	46	8	studies	study	NOUN
economy-549	46	9	about	about	ADP
economy-549	46	10	income	income	NOUN
economy-549	46	11	or	or	CCONJ
economy-549	46	12	wages	wage	NOUN
economy-549	46	13	e.g.	e.g.	ADV
economy-549	46	14	,	,	PUNCT
economy-549	46	15	see	see	VERB
economy-549	46	16	buchinsky	buchinsky	NOUN
economy-549	46	17	(	(	PUNCT
economy-549	46	18	1997	1997	NUM
economy-549	46	19	)	)	PUNCT
economy-549	46	20	,	,	PUNCT
economy-549	46	21	tasi	tasi	PROPN
economy-549	46	22	and	and	CCONJ
economy-549	46	23	kuan	kuan	PROPN
economy-549	46	24	(	(	PUNCT
economy-549	46	25	2003	2003	NUM
economy-549	46	26	)	)	PUNCT
economy-549	46	27	,	,	PUNCT
economy-549	46	28	falaris	falaris	NOUN
economy-549	46	29	(	(	PUNCT
economy-549	46	30	2003	2003	NUM
economy-549	46	31	)	)	PUNCT
economy-549	46	32	,	,	PUNCT
economy-549	46	33	machado	machado	PROPN
economy-549	46	34	and	and	CCONJ
economy-549	46	35	mata	mata	PROPN
economy-549	46	36	(	(	PUNCT
economy-549	46	37	2005	2005	NUM
economy-549	46	38	)	)	PUNCT
economy-549	46	39	among	among	ADP
economy-549	46	40	many	many	ADJ
economy-549	46	41	others	other	NOUN
economy-549	46	42	.	.	PUNCT
economy-549	47	1	similarly	similarly	ADV
economy-549	47	2	,	,	PUNCT
economy-549	47	3	a	a	DET
economy-549	47	4	number	number	NOUN
economy-549	47	5	of	of	ADP
economy-549	47	6	studies	study	NOUN
economy-549	47	7	about	about	ADP
economy-549	47	8	the	the	DET
economy-549	47	9	income	income	NOUN
economy-549	47	10	modeling	modeling	NOUN
economy-549	47	11	in	in	ADP
economy-549	47	12	pakistan	pakistan	PROPN
economy-549	47	13	can	can	AUX
economy-549	47	14	also	also	ADV
economy-549	47	15	be	be	AUX
economy-549	47	16	found	find	VERB
economy-549	47	17	in	in	ADP
economy-549	47	18	hyder	hyder	NOUN
economy-549	47	19	and	and	CCONJ
economy-549	47	20	reilly	reilly	ADV
economy-549	47	21	(	(	PUNCT
economy-549	47	22	2005	2005	NUM
economy-549	47	23	)	)	PUNCT
economy-549	47	24	and	and	CCONJ
economy-549	47	25	sabir	sabir	PROPN
economy-549	47	26	and	and	CCONJ
economy-549	47	27	aftab	aftab	PROPN
economy-549	47	28	(	(	PUNCT
economy-549	47	29	2007	2007	NUM
economy-549	47	30	)	)	PUNCT
economy-549	47	31	etc	etc	X
economy-549	47	32	..	..	X
economy-549	47	33	however	however	ADV
economy-549	47	34	,	,	PUNCT
economy-549	47	35	the	the	DET
economy-549	47	36	present	present	ADJ
economy-549	47	37	work	work	NOUN
economy-549	47	38	addresses	address	VERB
economy-549	47	39	the	the	DET
economy-549	47	40	income	income	NOUN
economy-549	47	41	gap	gap	NOUN
economy-549	47	42	focusing	focus	VERB
economy-549	47	43	of	of	ADP
economy-549	47	44	the	the	DET
economy-549	47	45	largest	large	ADJ
economy-549	47	46	province	province	NOUN
economy-549	47	47	of	of	ADP
economy-549	47	48	pakistan	pakistan	PROPN
economy-549	47	49	i.e.	i.e.	X
economy-549	47	50	punjab	punjab	ADJ
economy-549	47	51	.	.	PUNCT
economy-549	48	1	2	2	X
economy-549	48	2	.	.	X
economy-549	48	3	material	material	NOUN
economy-549	48	4	and	and	CCONJ
economy-549	48	5	methods	method	NOUN
economy-549	48	6	our	our	PRON
economy-549	48	7	analysis	analysis	NOUN
economy-549	48	8	based	base	VERB
economy-549	48	9	on	on	ADP
economy-549	48	10	the	the	DET
economy-549	48	11	secondary	secondary	ADJ
economy-549	48	12	data	datum	NOUN
economy-549	48	13	taken	take	VERB
economy-549	48	14	from	from	ADP
economy-549	48	15	“	"	PUNCT
economy-549	48	16	pakistan	pakistan	PROPN
economy-549	48	17	labor	labor	PROPN
economy-549	48	18	force	force	PROPN
economy-549	48	19	survey	survey	PROPN
economy-549	48	20	”	"	PUNCT
economy-549	48	21	(	(	PUNCT
economy-549	48	22	plfs	plfs	NOUN
economy-549	48	23	)	)	PUNCT
economy-549	48	24	2008	2008	NUM
economy-549	48	25	-	-	SYM
economy-549	48	26	09	09	NUM
economy-549	48	27	conducted	conduct	VERB
economy-549	48	28	by	by	ADP
economy-549	48	29	the	the	DET
economy-549	48	30	federal	federal	PROPN
economy-549	48	31	bureau	bureau	PROPN
economy-549	48	32	of	of	ADP
economy-549	48	33	statistics	statistic	NOUN
economy-549	48	34	,	,	PUNCT
economy-549	48	35	pakistan	pakistan	PROPN
economy-549	48	36	.	.	PUNCT
economy-549	49	1	previously	previously	ADV
economy-549	49	2	,	,	PUNCT
economy-549	49	3	hyder	hyder	NOUN
economy-549	49	4	and	and	CCONJ
economy-549	49	5	reilly	reilly	ADV
economy-549	49	6	(	(	PUNCT
economy-549	49	7	2005	2005	NUM
economy-549	49	8	)	)	PUNCT
economy-549	49	9	,	,	PUNCT
economy-549	49	10	among	among	ADP
economy-549	49	11	many	many	ADJ
economy-549	49	12	others	other	NOUN
economy-549	49	13	,	,	PUNCT
economy-549	49	14	have	have	AUX
economy-549	49	15	also	also	ADV
economy-549	49	16	used	use	VERB
economy-549	49	17	the	the	DET
economy-549	49	18	plfs	plfs	NOUN
economy-549	49	19	data	datum	NOUN
economy-549	49	20	in	in	ADP
economy-549	49	21	their	their	PRON
economy-549	49	22	research	research	NOUN
economy-549	49	23	.	.	PUNCT
economy-549	50	1	such	such	ADJ
economy-549	50	2	data	datum	NOUN
economy-549	50	3	give	give	VERB
economy-549	50	4	detailed	detailed	ADJ
economy-549	50	5	and	and	CCONJ
economy-549	50	6	comprehensive	comprehensive	ADJ
economy-549	50	7	characteristics	characteristic	NOUN
economy-549	50	8	of	of	ADP
economy-549	50	9	employed	employ	VERB
economy-549	50	10	persons	person	NOUN
economy-549	50	11	of	of	ADP
economy-549	50	12	age	age	NOUN
economy-549	50	13	greater	great	ADJ
economy-549	50	14	than	than	ADP
economy-549	50	15	10	10	NUM
economy-549	50	16	years	year	NOUN
economy-549	50	17	.	.	PUNCT
economy-549	51	1	in	in	ADP
economy-549	51	2	our	our	PRON
economy-549	51	3	study	study	NOUN
economy-549	51	4	,	,	PUNCT
economy-549	51	5	the	the	DET
economy-549	51	6	data	datum	NOUN
economy-549	51	7	of	of	ADP
economy-549	51	8	earning	earn	VERB
economy-549	51	9	persons	person	NOUN
economy-549	51	10	in	in	ADP
economy-549	51	11	punjab	punjab	ADJ
economy-549	51	12	consist	consist	NOUN
economy-549	51	13	of	of	ADP
economy-549	51	14	7070	7070	NUM
economy-549	51	15	individuals	individual	NOUN
economy-549	51	16	whose	whose	DET
economy-549	51	17	monthly	monthly	ADJ
economy-549	51	18	incomes	income	NOUN
economy-549	51	19	are	be	AUX
economy-549	51	20	given	give	VERB
economy-549	51	21	.	.	PUNCT
economy-549	52	1	2.1	2.1	NUM
economy-549	52	2	.	.	PUNCT
economy-549	52	3	variables	variable	NOUN
economy-549	52	4	and	and	CCONJ
economy-549	52	5	description	description	NOUN
economy-549	52	6	for	for	ADP
economy-549	52	7	our	our	PRON
economy-549	52	8	study	study	NOUN
economy-549	52	9	,	,	PUNCT
economy-549	52	10	we	we	PRON
economy-549	52	11	used	use	VERB
economy-549	52	12	the	the	DET
economy-549	52	13	variable	variable	NOUN
economy-549	52	14	as	as	SCONJ
economy-549	52	15	given	give	VERB
economy-549	52	16	in	in	ADP
economy-549	52	17	table	table	NOUN
economy-549	52	18	1	1	NUM
economy-549	52	19	.	.	PUNCT
economy-549	53	1	table-1.variables	table-1.variable	NOUN
economy-549	53	2	and	and	CCONJ
economy-549	53	3	coding	code	VERB
economy-549	53	4	variable	variable	ADJ
economy-549	53	5	notation	notation	NOUN
economy-549	53	6	definition	definition	NOUN
economy-549	53	7	income	income	NOUN
economy-549	53	8	y	y	PROPN
economy-549	53	9	natural	natural	ADJ
economy-549	53	10	logarithm	logarithm	NOUN
economy-549	53	11	of	of	ADP
economy-549	53	12	the	the	DET
economy-549	53	13	monthly	monthly	ADJ
economy-549	53	14	income	income	NOUN
economy-549	53	15	of	of	ADP
economy-549	53	16	a	a	DET
economy-549	53	17	person	person	NOUN
economy-549	53	18	.	.	PUNCT
economy-549	54	1	gender	gender	NOUN
economy-549	54	2	g	g	PROPN
economy-549	54	3	=	=	NOUN
economy-549	54	4	1	1	NUM
economy-549	54	5	if	if	SCONJ
economy-549	54	6	a	a	DET
economy-549	54	7	person	person	NOUN
economy-549	54	8	is	be	AUX
economy-549	54	9	male	male	ADJ
economy-549	54	10	;	;	PUNCT
economy-549	54	11	=	=	SYM
economy-549	54	12	0	0	PUNCT
economy-549	54	13	if	if	SCONJ
economy-549	54	14	female	female	NOUN
economy-549	54	15	.	.	PUNCT
economy-549	55	1	age	age	NOUN
economy-549	55	2	x1	x1	ADJ
economy-549	55	3	age	age	NOUN
economy-549	55	4	of	of	ADP
economy-549	55	5	a	a	DET
economy-549	55	6	person	person	NOUN
economy-549	55	7	in	in	ADP
economy-549	55	8	years	year	NOUN
economy-549	55	9	.	.	PUNCT
economy-549	56	1	area	area	NOUN
economy-549	57	1	x2	x2	NOUN
economy-549	57	2	=	=	PUNCT
economy-549	57	3	1	1	NUM
economy-549	57	4	if	if	SCONJ
economy-549	57	5	a	a	DET
economy-549	57	6	person	person	NOUN
economy-549	57	7	belongs	belong	VERB
economy-549	57	8	to	to	ADP
economy-549	57	9	urban	urban	ADJ
economy-549	57	10	area	area	NOUN
economy-549	57	11	;	;	PUNCT
economy-549	57	12	=	=	SYM
economy-549	57	13	0	0	NUM
economy-549	57	14	,	,	PUNCT
economy-549	57	15	otherwise	otherwise	ADV
economy-549	57	16	.	.	PUNCT
economy-549	58	1	marital	marital	ADJ
economy-549	58	2	status	status	NOUN
economy-549	58	3	x3	x3	NOUN
economy-549	58	4	=	=	SYM
economy-549	58	5	1	1	NUM
economy-549	58	6	if	if	SCONJ
economy-549	58	7	a	a	DET
economy-549	58	8	person	person	NOUN
economy-549	58	9	is	be	AUX
economy-549	58	10	married	married	ADJ
economy-549	58	11	;	;	PUNCT
economy-549	58	12	=	=	SYM
economy-549	58	13	0	0	NUM
economy-549	58	14	,	,	PUNCT
economy-549	58	15	otherwise	otherwise	ADV
economy-549	58	16	.	.	PUNCT
economy-549	59	1	primary	primary	ADJ
economy-549	59	2	education	education	NOUN
economy-549	59	3	level	level	NOUN
economy-549	59	4	and	and	CCONJ
economy-549	59	5	training	training	NOUN
economy-549	59	6	e1	e1	NOUN
economy-549	59	7	=	=	NOUN
economy-549	59	8	1	1	NUM
economy-549	59	9	if	if	SCONJ
economy-549	59	10	a	a	DET
economy-549	59	11	person	person	NOUN
economy-549	59	12	has	have	VERB
economy-549	59	13	primary	primary	ADJ
economy-549	59	14	level	level	NOUN
economy-549	59	15	education	education	NOUN
economy-549	59	16	but	but	CCONJ
economy-549	59	17	below	below	ADP
economy-549	59	18	middle	middle	NOUN
economy-549	59	19	;	;	PUNCT
economy-549	59	20	=	=	SYM
economy-549	59	21	0	0	NUM
economy-549	59	22	,	,	PUNCT
economy-549	59	23	otherwise	otherwise	ADV
economy-549	59	24	.	.	PUNCT
economy-549	60	1	middle	middle	PROPN
economy-549	60	2	e2	e2	PROPN
economy-549	60	3	=	=	PUNCT
economy-549	60	4	1	1	NUM
economy-549	60	5	if	if	SCONJ
economy-549	60	6	a	a	DET
economy-549	60	7	person	person	NOUN
economy-549	60	8	has	have	VERB
economy-549	60	9	middle	middle	ADJ
economy-549	60	10	level	level	NOUN
economy-549	60	11	education	education	NOUN
economy-549	60	12	but	but	CCONJ
economy-549	60	13	below	below	ADP
economy-549	60	14	matriculation	matriculation	NOUN
economy-549	60	15	;	;	PUNCT
economy-549	60	16	=	=	SYM
economy-549	60	17	0	0	NUM
economy-549	60	18	,	,	PUNCT
economy-549	60	19	otherwise	otherwise	ADV
economy-549	60	20	.	.	PUNCT
economy-549	61	1	matric	matric	VERB
economy-549	61	2	e3	e3	NOUN
economy-549	61	3	=	=	SYM
economy-549	61	4	1	1	NUM
economy-549	61	5	if	if	SCONJ
economy-549	61	6	a	a	DET
economy-549	61	7	person	person	NOUN
economy-549	61	8	has	have	VERB
economy-549	61	9	matric	matric	NOUN
economy-549	61	10	level	level	NOUN
economy-549	61	11	education	education	NOUN
economy-549	61	12	but	but	CCONJ
economy-549	61	13	below	below	ADP
economy-549	61	14	intermediate	intermediate	ADJ
economy-549	61	15	;	;	PUNCT
economy-549	61	16	=	=	SYM
economy-549	61	17	0	0	NUM
economy-549	61	18	,	,	PUNCT
economy-549	61	19	otherwise	otherwise	ADV
economy-549	61	20	.	.	PUNCT
economy-549	62	1	intermediate	intermediate	ADJ
economy-549	62	2	e4	e4	PROPN
economy-549	62	3	=	=	SYM
economy-549	62	4	1	1	NUM
economy-549	62	5	if	if	SCONJ
economy-549	62	6	a	a	DET
economy-549	62	7	person	person	NOUN
economy-549	62	8	has	have	VERB
economy-549	62	9	intermediate	intermediate	ADJ
economy-549	62	10	level	level	NOUN
economy-549	62	11	education	education	NOUN
economy-549	62	12	but	but	CCONJ
economy-549	62	13	below	below	ADP
economy-549	62	14	graduation	graduation	NOUN
economy-549	62	15	;	;	PUNCT
economy-549	62	16	=	=	SYM
economy-549	62	17	0	0	NUM
economy-549	62	18	,	,	PUNCT
economy-549	62	19	otherwise	otherwise	ADV
economy-549	62	20	.	.	PUNCT
economy-549	63	1	graduate	graduate	PROPN
economy-549	63	2	e5	e5	PROPN
economy-549	63	3	=	=	PUNCT
economy-549	63	4	1	1	NUM
economy-549	63	5	if	if	SCONJ
economy-549	63	6	a	a	DET
economy-549	63	7	person	person	NOUN
economy-549	63	8	has	have	VERB
economy-549	63	9	ordinary	ordinary	ADJ
economy-549	63	10	graduate	graduate	ADJ
economy-549	63	11	level	level	NOUN
economy-549	63	12	education	education	NOUN
economy-549	63	13	but	but	CCONJ
economy-549	63	14	below	below	ADP
economy-549	63	15	masters	master	NOUN
economy-549	63	16	;	;	PUNCT
economy-549	63	17	=	=	SYM
economy-549	63	18	0	0	NUM
economy-549	63	19	,	,	PUNCT
economy-549	63	20	otherwise	otherwise	ADV
economy-549	63	21	.	.	PUNCT
economy-549	64	1	profdeg	profdeg	PROPN
economy-549	64	2	e6	e6	PROPN
economy-549	64	3	=	=	PUNCT
economy-549	64	4	1	1	NUM
economy-549	64	5	if	if	SCONJ
economy-549	64	6	a	a	DET
economy-549	64	7	person	person	NOUN
economy-549	64	8	has	have	VERB
economy-549	64	9	a	a	DET
economy-549	64	10	professional	professional	ADJ
economy-549	64	11	degree	degree	NOUN
economy-549	64	12	in	in	ADP
economy-549	64	13	engineering	engineering	NOUN
economy-549	64	14	,	,	PUNCT
economy-549	64	15	medicine	medicine	NOUN
economy-549	64	16	,	,	PUNCT
economy-549	64	17	computer	computer	NOUN
economy-549	64	18	and	and	CCONJ
economy-549	64	19	agriculture	agriculture	NOUN
economy-549	64	20	etc	etc	X
economy-549	64	21	.	.	X
economy-549	64	22	;	;	PUNCT
economy-549	64	23	=	=	SYM
economy-549	64	24	0	0	NUM
economy-549	64	25	,	,	PUNCT
economy-549	64	26	otherwise	otherwise	ADV
economy-549	64	27	.	.	PUNCT
economy-549	65	1	postgraduate	postgraduate	PROPN
economy-549	65	2	e7	e7	PROPN
economy-549	65	3	=	=	PUNCT
economy-549	65	4	1	1	NUM
economy-549	65	5	if	if	SCONJ
economy-549	65	6	a	a	DET
economy-549	65	7	person	person	NOUN
economy-549	65	8	is	be	AUX
economy-549	65	9	postgraduate	postgraduate	ADJ
economy-549	65	10	or	or	CCONJ
economy-549	65	11	has	have	VERB
economy-549	65	12	higher	high	ADJ
economy-549	65	13	degree	degree	NOUN
economy-549	65	14	;	;	PUNCT
economy-549	65	15	=	=	SYM
economy-549	65	16	0	0	NUM
economy-549	65	17	,	,	PUNCT
economy-549	65	18	otherwise	otherwise	ADV
economy-549	65	19	.	.	PUNCT
economy-549	66	1	training	training	NOUN
economy-549	66	2	e8	e8	PROPN
economy-549	66	3	=	=	PROPN
economy-549	66	4	1	1	NUM
economy-549	66	5	if	if	SCONJ
economy-549	66	6	a	a	DET
economy-549	66	7	person	person	NOUN
economy-549	66	8	has	have	AUX
economy-549	66	9	received	receive	VERB
economy-549	66	10	any	any	DET
economy-549	66	11	on	on	ADP
economy-549	66	12	/	/	SYM
economy-549	66	13	off	off	ADP
economy-549	66	14	job	job	NOUN
economy-549	66	15	training	training	NOUN
economy-549	66	16	;	;	PUNCT
economy-549	66	17	=	=	SYM
economy-549	66	18	0	0	NUM
economy-549	66	19	,	,	PUNCT
economy-549	66	20	otherwise	otherwise	ADV
economy-549	66	21	.	.	PUNCT
economy-549	67	1	job	job	NOUN
economy-549	67	2	status	status	NOUN
economy-549	67	3	job	job	NOUN
economy-549	67	4	nature	nature	NOUN
economy-549	67	5	and	and	CCONJ
economy-549	67	6	status	status	NOUN
economy-549	67	7	j1	j1	NOUN
economy-549	67	8	=	=	NOUN
economy-549	67	9	1	1	NUM
economy-549	67	10	if	if	SCONJ
economy-549	67	11	a	a	DET
economy-549	67	12	person	person	NOUN
economy-549	67	13	has	have	VERB
economy-549	67	14	a	a	DET
economy-549	67	15	permanent	permanent	ADJ
economy-549	67	16	job	job	NOUN
economy-549	67	17	;	;	PUNCT
economy-549	67	18	=	=	SYM
economy-549	67	19	0	0	NUM
economy-549	67	20	,	,	PUNCT
economy-549	67	21	otherwise	otherwise	ADV
economy-549	67	22	.	.	PUNCT
economy-549	68	1	lsom	lsom	NOUN
economy-549	68	2	j2	j2	PROPN
economy-549	68	3	=	=	SYM
economy-549	68	4	1	1	NUM
economy-549	68	5	if	if	SCONJ
economy-549	68	6	a	a	DET
economy-549	68	7	person	person	NOUN
economy-549	68	8	is	be	AUX
economy-549	68	9	legislator	legislator	NOUN
economy-549	68	10	,	,	PUNCT
economy-549	68	11	senior	senior	ADJ
economy-549	68	12	official	official	NOUN
economy-549	68	13	or	or	CCONJ
economy-549	68	14	manager	manager	NOUN
economy-549	68	15	etc	etc	X
economy-549	68	16	.	.	X
economy-549	68	17	;	;	PUNCT
economy-549	68	18	=	=	SYM
economy-549	68	19	0	0	NUM
economy-549	68	20	,	,	PUNCT
economy-549	68	21	otherwise	otherwise	ADV
economy-549	68	22	.	.	PUNCT
economy-549	69	1	professionals	professional	NOUN
economy-549	69	2	j3	j3	PROPN
economy-549	69	3	=	=	PROPN
economy-549	69	4	1	1	NUM
economy-549	69	5	if	if	SCONJ
economy-549	69	6	a	a	DET
economy-549	69	7	person	person	NOUN
economy-549	69	8	is	be	AUX
economy-549	69	9	professional	professional	ADJ
economy-549	69	10	doctor	doctor	NOUN
economy-549	69	11	,	,	PUNCT
economy-549	69	12	engineer	engineer	NOUN
economy-549	69	13	etc	etc	X
economy-549	69	14	.	.	PUNCT
economy-549	69	15	;	;	PUNCT
economy-549	69	16	=	=	SYM
economy-549	69	17	0	0	NUM
economy-549	69	18	,	,	PUNCT
economy-549	69	19	otherwise	otherwise	ADV
economy-549	69	20	.	.	PUNCT
economy-549	70	1	tasp	tasp	NOUN
economy-549	70	2	j4	j4	NOUN
economy-549	70	3	=	=	SYM
economy-549	70	4	1	1	NUM
economy-549	70	5	if	if	SCONJ
economy-549	70	6	a	a	DET
economy-549	70	7	person	person	NOUN
economy-549	70	8	is	be	AUX
economy-549	70	9	technician	technician	ADJ
economy-549	70	10	or	or	CCONJ
economy-549	70	11	associate	associate	ADJ
economy-549	70	12	professional	professional	ADJ
economy-549	70	13	etc	etc	X
economy-549	70	14	.	.	X
economy-549	70	15	;	;	PUNCT
economy-549	70	16	=	=	SYM
economy-549	70	17	0	0	NUM
economy-549	70	18	,	,	PUNCT
economy-549	70	19	otherwise	otherwise	ADV
economy-549	70	20	.	.	PUNCT
economy-549	71	1	clerks	clerk	NOUN
economy-549	71	2	j5	j5	PROPN
economy-549	71	3	=	=	PUNCT
economy-549	71	4	1	1	NUM
economy-549	71	5	if	if	SCONJ
economy-549	71	6	a	a	DET
economy-549	71	7	person	person	NOUN
economy-549	71	8	is	be	AUX
economy-549	71	9	clerk	clerk	NOUN
economy-549	71	10	;	;	PUNCT
economy-549	71	11	=	=	SYM
economy-549	71	12	0	0	NUM
economy-549	71	13	,	,	PUNCT
economy-549	71	14	otherwise	otherwise	ADV
economy-549	71	15	.	.	PUNCT
economy-549	72	1	swsmsw	swsmsw	PROPN
economy-549	72	2	j6	j6	PROPN
economy-549	72	3	=	=	PUNCT
economy-549	72	4	1	1	NUM
economy-549	72	5	if	if	SCONJ
economy-549	72	6	a	a	DET
economy-549	72	7	person	person	NOUN
economy-549	72	8	is	be	AUX
economy-549	72	9	service	service	NOUN
economy-549	72	10	worker	worker	NOUN
economy-549	72	11	,	,	PUNCT
economy-549	72	12	sale	sale	NOUN
economy-549	72	13	’s	’s	PART
economy-549	72	14	person	person	NOUN
economy-549	72	15	etc	etc	X
economy-549	72	16	.	.	X
economy-549	72	17	;	;	PUNCT
economy-549	72	18	=	=	SYM
economy-549	72	19	0	0	NUM
economy-549	72	20	,	,	PUNCT
economy-549	72	21	otherwise	otherwise	ADV
economy-549	72	22	.	.	PUNCT
economy-549	73	1	safw	safw	PROPN
economy-549	73	2	j7	j7	X
economy-549	73	3	=	=	PUNCT
economy-549	73	4	1	1	NUM
economy-549	73	5	if	if	SCONJ
economy-549	73	6	a	a	DET
economy-549	73	7	person	person	NOUN
economy-549	73	8	is	be	AUX
economy-549	73	9	skilled	skilled	ADJ
economy-549	73	10	agricultural	agricultural	ADJ
economy-549	73	11	or	or	CCONJ
economy-549	73	12	fishery	fishery	NOUN
economy-549	73	13	worker	worker	NOUN
economy-549	73	14	etc	etc	X
economy-549	73	15	.	.	X
economy-549	73	16	;	;	PUNCT
economy-549	73	17	=	=	SYM
economy-549	73	18	0	0	NUM
economy-549	73	19	,	,	PUNCT
economy-549	73	20	otherwise	otherwise	ADV
economy-549	73	21	.	.	PUNCT
economy-549	74	1	ctw	ctw	PROPN
economy-549	74	2	j8	j8	X
economy-549	74	3	=	=	PUNCT
economy-549	74	4	1	1	NUM
economy-549	74	5	if	if	SCONJ
economy-549	74	6	a	a	DET
economy-549	74	7	person	person	NOUN
economy-549	74	8	is	be	AUX
economy-549	74	9	craft	craft	NOUN
economy-549	74	10	or	or	CCONJ
economy-549	74	11	related	relate	VERB
economy-549	74	12	trade	trade	NOUN
economy-549	74	13	worker	worker	NOUN
economy-549	74	14	;	;	PUNCT
economy-549	74	15	=	=	SYM
economy-549	74	16	0	0	PUNCT
economy-549	74	17	otherwise	otherwise	ADV
economy-549	74	18	.	.	PUNCT
economy-549	75	1	pmoa	pmoa	PROPN
economy-549	75	2	j9	j9	PROPN
economy-549	75	3	=	=	PROPN
economy-549	75	4	1	1	NUM
economy-549	75	5	if	if	SCONJ
economy-549	75	6	a	a	DET
economy-549	75	7	person	person	NOUN
economy-549	75	8	is	be	AUX
economy-549	75	9	plant	plant	NOUN
economy-549	75	10	or	or	CCONJ
economy-549	75	11	machine	machine	NOUN
economy-549	75	12	operator	operator	NOUN
economy-549	75	13	or	or	CCONJ
economy-549	75	14	assembler	assembler	NOUN
economy-549	75	15	etc	etc	X
economy-549	75	16	.	.	X
economy-549	75	17	;	;	PUNCT
economy-549	75	18	=	=	SYM
economy-549	75	19	0	0	NUM
economy-549	75	20	,	,	PUNCT
economy-549	75	21	otherwise	otherwise	ADV
economy-549	75	22	.	.	PUNCT
economy-549	76	1	eo	eo	PROPN
economy-549	76	2	j10	j10	PROPN
economy-549	76	3	=	=	PUNCT
economy-549	76	4	1	1	NUM
economy-549	76	5	if	if	SCONJ
economy-549	76	6	a	a	DET
economy-549	76	7	person	person	NOUN
economy-549	76	8	belongs	belong	VERB
economy-549	76	9	to	to	ADP
economy-549	76	10	elementary	elementary	ADJ
economy-549	76	11	occupation	occupation	NOUN
economy-549	76	12	;	;	PUNCT
economy-549	76	13	=	=	SYM
economy-549	76	14	0	0	NUM
economy-549	76	15	,	,	PUNCT
economy-549	76	16	otherwise	otherwise	ADV
economy-549	76	17	.	.	PUNCT
economy-549	77	1	although	although	SCONJ
economy-549	77	2	hyder	hyder	NOUN
economy-549	77	3	and	and	CCONJ
economy-549	77	4	reilly	reilly	ADV
economy-549	77	5	(	(	PUNCT
economy-549	77	6	2005	2005	NUM
economy-549	77	7	)	)	PUNCT
economy-549	77	8	also	also	ADV
economy-549	77	9	used	use	VERB
economy-549	77	10	the	the	DET
economy-549	77	11	majority	majority	NOUN
economy-549	77	12	of	of	ADP
economy-549	77	13	such	such	ADJ
economy-549	77	14	variables	variable	NOUN
economy-549	77	15	in	in	ADP
economy-549	77	16	their	their	PRON
economy-549	77	17	studies	study	NOUN
economy-549	77	18	but	but	CCONJ
economy-549	77	19	we	we	PRON
economy-549	77	20	added	add	VERB
economy-549	77	21	few	few	ADJ
economy-549	77	22	variables	variable	NOUN
economy-549	77	23	,	,	PUNCT
economy-549	77	24	displaying	display	VERB
economy-549	77	25	the	the	DET
economy-549	77	26	job	job	NOUN
economy-549	77	27	type	type	NOUN
economy-549	77	28	and	and	CCONJ
economy-549	77	29	status	status	NOUN
economy-549	77	30	.	.	PUNCT
economy-549	78	1	2.2	2.2	NUM
economy-549	78	2	.	.	PUNCT
economy-549	79	1	median	median	ADJ
economy-549	79	2	regression	regression	NOUN
economy-549	79	3	for	for	ADP
economy-549	79	4	the	the	DET
economy-549	79	5	empirical	empirical	ADJ
economy-549	79	6	analysis	analysis	NOUN
economy-549	79	7	of	of	ADP
economy-549	79	8	our	our	PRON
economy-549	79	9	study	study	NOUN
economy-549	79	10	,	,	PUNCT
economy-549	79	11	the	the	DET
economy-549	79	12	relationship	relationship	NOUN
economy-549	79	13	between	between	ADP
economy-549	79	14	response	response	NOUN
economy-549	79	15	variable	variable	NOUN
economy-549	79	16	and	and	CCONJ
economy-549	79	17	covariates	covariate	NOUN
economy-549	79	18	is	be	AUX
economy-549	79	19	established	establish	VERB
economy-549	79	20	.	.	PUNCT
economy-549	80	1	in	in	ADP
economy-549	80	2	statistics	statistic	NOUN
economy-549	80	3	,	,	PUNCT
economy-549	80	4	we	we	PRON
economy-549	80	5	know	know	VERB
economy-549	80	6	that	that	SCONJ
economy-549	80	7	the	the	DET
economy-549	80	8	basic	basic	ADJ
economy-549	80	9	descriptive	descriptive	ADJ
economy-549	80	10	aspects	aspect	NOUN
economy-549	80	11	of	of	ADP
economy-549	80	12	any	any	DET
economy-549	80	13	data	datum	NOUN
economy-549	80	14	are	be	AUX
economy-549	80	15	location	location	NOUN
economy-549	80	16	(	(	PUNCT
economy-549	80	17	average	average	ADJ
economy-549	80	18	)	)	PUNCT
economy-549	80	19	and	and	CCONJ
economy-549	80	20	shape	shape	NOUN
economy-549	80	21	(	(	PUNCT
economy-549	80	22	dispersion	dispersion	NOUN
economy-549	80	23	)	)	PUNCT
economy-549	80	24	.	.	PUNCT
economy-549	81	1	in	in	ADP
economy-549	81	2	analysis	analysis	NOUN
economy-549	81	3	our	our	PRON
economy-549	81	4	concern	concern	NOUN
economy-549	81	5	lies	lie	VERB
economy-549	81	6	in	in	ADP
economy-549	81	7	the	the	DET
economy-549	81	8	both	both	DET
economy-549	81	9	aspects	aspect	NOUN
economy-549	81	10	of	of	ADP
economy-549	81	11	the	the	DET
economy-549	81	12	distribution	distribution	NOUN
economy-549	81	13	of	of	ADP
economy-549	81	14	response	response	NOUN
economy-549	81	15	variable	variable	NOUN
economy-549	81	16	with	with	ADP
economy-549	81	17	the	the	DET
economy-549	81	18	connection	connection	NOUN
economy-549	81	19	of	of	ADP
economy-549	81	20	covariates	covariate	NOUN
economy-549	81	21	effects	effect	NOUN
economy-549	81	22	i.e.	i.e.	X
economy-549	81	23	how	how	SCONJ
economy-549	81	24	the	the	DET
economy-549	81	25	covariates	covariate	NOUN
economy-549	81	26	affect	affect	VERB
economy-549	81	27	the	the	DET
economy-549	81	28	location	location	NOUN
economy-549	81	29	and	and	CCONJ
economy-549	81	30	shape	shape	NOUN
economy-549	81	31	of	of	ADP
economy-549	81	32	response	response	NOUN
economy-549	81	33	variable	variable	NOUN
economy-549	81	34	.	.	PUNCT
economy-549	82	1	thus	thus	ADV
economy-549	82	2	,	,	PUNCT
economy-549	82	3	we	we	PRON
economy-549	82	4	chose	choose	VERB
economy-549	82	5	to	to	PART
economy-549	82	6	use	use	VERB
economy-549	82	7	the	the	DET
economy-549	82	8	quantile	quantile	ADJ
economy-549	82	9	regression	regression	NOUN
economy-549	82	10	model	model	NOUN
economy-549	82	11	.	.	PUNCT
economy-549	83	1	the	the	DET
economy-549	83	2	concept	concept	NOUN
economy-549	83	3	of	of	ADP
economy-549	83	4	quantile	quantile	ADJ
economy-549	83	5	regression	regression	NOUN
economy-549	83	6	has	have	AUX
economy-549	83	7	given	give	VERB
economy-549	83	8	by	by	ADP
economy-549	83	9	koenker	koenker	NOUN
economy-549	83	10	and	and	CCONJ
economy-549	83	11	bassett	bassett	PROPN
economy-549	83	12	(	(	PUNCT
economy-549	83	13	1978	1978	NUM
economy-549	83	14	)	)	PUNCT
economy-549	83	15	.	.	PUNCT
economy-549	84	1	they	they	PRON
economy-549	84	2	have	have	AUX
economy-549	84	3	explained	explain	VERB
economy-549	84	4	the	the	DET
economy-549	84	5	significance	significance	NOUN
economy-549	84	6	of	of	ADP
economy-549	84	7	the	the	DET
economy-549	84	8	quantile	quantile	ADJ
economy-549	84	9	regression	regression	NOUN
economy-549	84	10	approach	approach	NOUN
economy-549	84	11	when	when	SCONJ
economy-549	84	12	the	the	DET
economy-549	84	13	distribution	distribution	NOUN
economy-549	84	14	of	of	ADP
economy-549	84	15	response	response	NOUN
economy-549	84	16	variable	variable	NOUN
economy-549	84	17	is	be	AUX
economy-549	84	18	non	non	ADJ
economy-549	84	19	-	-	ADJ
economy-549	84	20	gaussian	gaussian	ADJ
economy-549	84	21	.	.	PUNCT
economy-549	85	1	in	in	ADP
economy-549	85	2	economy	economy	NOUN
economy-549	85	3	,	,	PUNCT
economy-549	85	4	2014	2014	NUM
economy-549	85	5	,	,	PUNCT
economy-549	85	6	1(1	1(1	NUM
economy-549	85	7	):	):	PUNCT
economy-549	85	8	15	15	NUM
economy-549	85	9	-	-	SYM
economy-549	85	10	19	19	NUM
economy-549	85	11	17	17	NUM
economy-549	85	12	statistics	statistic	NOUN
economy-549	85	13	,	,	PUNCT
economy-549	85	14	for	for	ADP
economy-549	85	15	non	non	ADJ
economy-549	85	16	-	-	ADJ
economy-549	85	17	gaussian	gaussian	ADJ
economy-549	85	18	distribution	distribution	NOUN
economy-549	85	19	the	the	DET
economy-549	85	20	suitable	suitable	ADJ
economy-549	85	21	descriptive	descriptive	ADJ
economy-549	85	22	statistic	statistic	NOUN
economy-549	85	23	for	for	ADP
economy-549	85	24	location	location	NOUN
economy-549	85	25	is	be	AUX
economy-549	85	26	median	median	ADJ
economy-549	85	27	rather	rather	ADV
economy-549	85	28	than	than	ADP
economy-549	85	29	mean	mean	VERB
economy-549	85	30	.	.	PUNCT
economy-549	86	1	so	so	ADV
economy-549	86	2	the	the	DET
economy-549	86	3	median	median	ADJ
economy-549	86	4	regression	regression	NOUN
economy-549	86	5	which	which	PRON
economy-549	86	6	is	be	AUX
economy-549	86	7	a	a	DET
economy-549	86	8	special	special	ADJ
economy-549	86	9	case	case	NOUN
economy-549	86	10	of	of	ADP
economy-549	86	11	a	a	DET
economy-549	86	12	quantile	quantile	ADJ
economy-549	86	13	regression	regression	NOUN
economy-549	86	14	,	,	PUNCT
economy-549	86	15	gives	give	VERB
economy-549	86	16	the	the	DET
economy-549	86	17	estimates	estimate	NOUN
economy-549	86	18	of	of	ADP
economy-549	86	19	median	median	NOUN
economy-549	86	20	of	of	ADP
economy-549	86	21	response	response	NOUN
economy-549	86	22	variable	variable	ADJ
economy-549	86	23	distribution	distribution	NOUN
economy-549	86	24	with	with	ADP
economy-549	86	25	the	the	DET
economy-549	86	26	connection	connection	NOUN
economy-549	86	27	of	of	ADP
economy-549	86	28	covariates	covariate	NOUN
economy-549	86	29	effects	effect	NOUN
economy-549	86	30	.	.	PUNCT
economy-549	87	1	one	one	NUM
economy-549	87	2	more	more	ADJ
economy-549	87	3	advantage	advantage	NOUN
economy-549	87	4	of	of	ADP
economy-549	87	5	such	such	ADJ
economy-549	87	6	regression	regression	NOUN
economy-549	87	7	approach	approach	NOUN
economy-549	87	8	is	be	AUX
economy-549	87	9	that	that	SCONJ
economy-549	87	10	it	it	PRON
economy-549	87	11	is	be	AUX
economy-549	87	12	robust	robust	ADJ
economy-549	87	13	technique	technique	NOUN
economy-549	87	14	in	in	ADP
economy-549	87	15	handling	handle	VERB
economy-549	87	16	the	the	DET
economy-549	87	17	extreme	extreme	ADJ
economy-549	87	18	values	value	NOUN
economy-549	87	19	and	and	CCONJ
economy-549	87	20	outliers	outlier	NOUN
economy-549	87	21	.	.	PUNCT
economy-549	88	1	consider	consider	VERB
economy-549	88	2	a	a	DET
economy-549	88	3	real	real	ADV
economy-549	88	4	valued	value	VERB
economy-549	88	5	random	random	ADJ
economy-549	88	6	variable	variable	NOUN
economy-549	88	7	y	y	PROPN
economy-549	88	8	characterized	characterize	VERB
economy-549	88	9	by	by	ADP
economy-549	88	10	the	the	DET
economy-549	88	11	following	follow	VERB
economy-549	88	12	distribution	distribution	NOUN
economy-549	88	13	function	function	NOUN
economy-549	88	14	,	,	PUNCT
economy-549	88	15	f(y	f(y	NOUN
economy-549	88	16	)	)	PUNCT
economy-549	89	1	=	=	NOUN
economy-549	89	2	prob	prob	NOUN
economy-549	89	3	(	(	PUNCT
economy-549	89	4	y	y	PROPN
economy-549	89	5			PROPN
economy-549	89	6	y	y	PROPN
economy-549	89	7	)	)	PUNCT
economy-549	89	8	,	,	PUNCT
economy-549	89	9	the	the	DET
economy-549	89	10	-th	-th	PROPN
economy-549	89	11	quantile	quantile	NOUN
economy-549	89	12	of	of	ADP
economy-549	89	13	y	y	PROPN
economy-549	89	14	is	be	AUX
economy-549	89	15	defined	define	VERB
economy-549	89	16	as	as	ADP
economy-549	89	17	the	the	DET
economy-549	89	18	inverse	inverse	NOUN
economy-549	89	19	function	function	NOUN
economy-549	89	20	q(	q(	PROPN
economy-549	89	21	)	)	PUNCT
economy-549	90	1	=	=	SYM
economy-549	90	2	inf	inf	PROPN
economy-549	90	3	{	{	PUNCT
economy-549	90	4	y	y	NOUN
economy-549	90	5	:	:	PUNCT
economy-549	90	6	f(y	f(y	NOUN
economy-549	90	7	)	)	PUNCT
economy-549	90	8			NUM
economy-549	90	9			NOUN
economy-549	90	10	}	}	PUNCT
economy-549	90	11	,	,	PUNCT
economy-549	90	12	where	where	SCONJ
economy-549	90	13	0	0	X
economy-549	90	14	<	<	X
economy-549	90	15			X
economy-549	90	16	<	<	X
economy-549	90	17	1	1	NUM
economy-549	90	18	.	.	PUNCT
economy-549	91	1	in	in	ADP
economy-549	91	2	particular	particular	ADJ
economy-549	91	3	,	,	PUNCT
economy-549	91	4	the	the	DET
economy-549	91	5	median	median	NOUN
economy-549	91	6	is	be	AUX
economy-549	91	7	q(1/2	q(1/2	PROPN
economy-549	91	8	)	)	PUNCT
economy-549	91	9	.	.	PUNCT
economy-549	92	1	the	the	DET
economy-549	92	2	-th	-th	PROPN
economy-549	92	3	sample	sample	NOUN
economy-549	92	4	quantile	quantile	NOUN
economy-549	92	5	)	)	PUNCT
economy-549	92	6	(	(	PUNCT
economy-549	92	7	ˆ	ˆ	NUM
economy-549	92	8			NUM
economy-549	92	9	,	,	PUNCT
economy-549	92	10	which	which	PRON
economy-549	92	11	is	be	AUX
economy-549	92	12	an	an	DET
economy-549	92	13	analogue	analogue	NOUN
economy-549	92	14	of	of	ADP
economy-549	92	15	q(	q(	PROPN
economy-549	92	16	)	)	PUNCT
economy-549	92	17	,	,	PUNCT
economy-549	92	18	may	may	AUX
economy-549	92	19	be	be	AUX
economy-549	92	20	formulated	formulate	VERB
economy-549	92	21	as	as	ADP
economy-549	92	22	the	the	DET
economy-549	92	23	solution	solution	NOUN
economy-549	92	24	of	of	ADP
economy-549	92	25	the	the	DET
economy-549	92	26	optimization	optimization	NOUN
economy-549	92	27	problem	problem	NOUN
economy-549	92	28	,	,	PUNCT
economy-549	92	29	)	)	PUNCT
economy-549	92	30	,	,	PUNCT
economy-549	92	31	(	(	PUNCT
economy-549	92	32	min	min	NOUN
economy-549	92	33	1	1	NUM
economy-549	92	34			NOUN
economy-549	92	35			NOUN
economy-549	92	36			X
economy-549	92	37			NOUN
economy-549	92	38	y	y	NOUN
economy-549	92	39	i	i	PRON
economy-549	92	40	n	n	VERB
economy-549	92	41	ir	ir	INTJ
economy-549	92	42	where	where	SCONJ
economy-549	92	43	,	,	PUNCT
economy-549	92	44	10)),0	10)),0	PROPN
economy-549	92	45	(	(	PUNCT
economy-549	92	46	(	(	PUNCT
economy-549	92	47	)	)	PUNCT
economy-549	92	48	(	(	PUNCT
economy-549	92	49			PROPN
economy-549	92	50			PROPN
economy-549	92	51	zizz	zizz	PROPN
economy-549	92	52	is	be	AUX
economy-549	92	53	usually	usually	ADV
economy-549	92	54	called	call	VERB
economy-549	92	55	the	the	DET
economy-549	92	56	check	check	NOUN
economy-549	92	57	function	function	NOUN
economy-549	92	58	.	.	PUNCT
economy-549	93	1	when	when	SCONJ
economy-549	93	2	covariates	covariate	NOUN
economy-549	93	3	x	x	PRON
economy-549	93	4	are	be	AUX
economy-549	93	5	considered	consider	VERB
economy-549	93	6	,	,	PUNCT
economy-549	93	7	the	the	DET
economy-549	93	8	linear	linear	ADJ
economy-549	93	9	conditional	conditional	ADJ
economy-549	93	10	quantile	quantile	ADJ
economy-549	93	11	function	function	NOUN
economy-549	93	12	,	,	PUNCT
economy-549	93	13	)	)	PUNCT
economy-549	93	14	(	(	PUNCT
economy-549	93	15	)	)	PUNCT
economy-549	93	16	|	|	ADV
economy-549	93	17	(	(	PUNCT
economy-549	93	18			NOUN
economy-549	93	19	xxxq	xxxq	NOUN
economy-549	93	20			VERB
economy-549	93	21	,	,	PUNCT
economy-549	93	22	can	can	AUX
economy-549	93	23	be	be	AUX
economy-549	93	24	estimated	estimate	VERB
economy-549	93	25	by	by	ADP
economy-549	93	26	solving	solve	VERB
economy-549	93	27	,	,	PUNCT
economy-549	93	28	)	)	PUNCT
economy-549	93	29	(	(	PUNCT
economy-549	93	30	minarg)(ˆ	minarg)(ˆ	NOUN
economy-549	93	31	1	1	NUM
economy-549	93	32			NUM
economy-549	93	33			PROPN
economy-549	93	34	xy	xy	PROPN
economy-549	93	35	ii	ii	PROPN
economy-549	93	36	n	n	INTJ
economy-549	93	37	i	i	PRON
economy-549	93	38			VERB
economy-549	93	39			PRON
economy-549	93	40	,	,	PUNCT
economy-549	93	41	(	(	PUNCT
economy-549	93	42	1	1	X
economy-549	93	43	)	)	PUNCT
economy-549	93	44	for	for	ADP
economy-549	93	45	any	any	PRON
economy-549	93	46	)	)	PUNCT
economy-549	93	47	.1,0(	.1,0(	PROPN
economy-549	93	48	the	the	DET
economy-549	93	49	quantity	quantity	NOUN
economy-549	93	50	)	)	PUNCT
economy-549	93	51	(	(	PUNCT
economy-549	93	52	ˆ	ˆ	NOUN
economy-549	93	53			VERB
economy-549	93	54	is	be	AUX
economy-549	93	55	called	call	VERB
economy-549	93	56	the	the	DET
economy-549	93	57	regression	regression	NOUN
economy-549	93	58	quantile	quantile	NOUN
economy-549	93	59	.	.	PUNCT
economy-549	94	1	the	the	DET
economy-549	94	2	case	case	NOUN
economy-549	94	3	0.5	0.5	NOUN
economy-549	94	4			PRON
economy-549	94	5	,	,	PUNCT
economy-549	94	6	which	which	PRON
economy-549	94	7	minimizes	minimize	VERB
economy-549	94	8	the	the	DET
economy-549	94	9	sum	sum	NOUN
economy-549	94	10	of	of	ADP
economy-549	94	11	absolute	absolute	ADJ
economy-549	94	12	residual	residual	ADJ
economy-549	94	13	,	,	PUNCT
economy-549	94	14	is	be	AUX
economy-549	94	15	usually	usually	ADV
economy-549	94	16	known	know	VERB
economy-549	94	17	as	as	ADP
economy-549	94	18	median	median	ADJ
economy-549	94	19	regression	regression	NOUN
economy-549	94	20	.	.	PUNCT
economy-549	95	1	for	for	ADP
economy-549	95	2	more	more	ADJ
economy-549	95	3	details	detail	NOUN
economy-549	95	4	and	and	CCONJ
economy-549	95	5	use	use	NOUN
economy-549	95	6	of	of	ADP
economy-549	95	7	the	the	DET
economy-549	95	8	median	median	ADJ
economy-549	95	9	regression	regression	NOUN
economy-549	95	10	,	,	PUNCT
economy-549	95	11	see	see	VERB
economy-549	95	12	koenker	koenker	NOUN
economy-549	95	13	and	and	CCONJ
economy-549	95	14	hallock	hallock	PROPN
economy-549	95	15	(	(	PUNCT
economy-549	95	16	2001	2001	NUM
economy-549	95	17	)	)	PUNCT
economy-549	95	18	,	,	PUNCT
economy-549	95	19	buhai	buhai	PROPN
economy-549	95	20	(	(	PUNCT
economy-549	95	21	2004	2004	NUM
economy-549	95	22	)	)	PUNCT
economy-549	95	23	,	,	PUNCT
economy-549	95	24	martins	martin	NOUN
economy-549	95	25	and	and	CCONJ
economy-549	95	26	pereira	pereira	PROPN
economy-549	95	27	(	(	PUNCT
economy-549	95	28	2004	2004	NUM
economy-549	95	29	)	)	PUNCT
economy-549	95	30	,	,	PUNCT
economy-549	95	31	chen	chen	PROPN
economy-549	95	32	and	and	CCONJ
economy-549	95	33	wei	wei	PROPN
economy-549	95	34	(	(	PUNCT
economy-549	95	35	2005	2005	NUM
economy-549	95	36	)	)	PUNCT
economy-549	95	37	and	and	CCONJ
economy-549	95	38	aslam	aslam	PROPN
economy-549	95	39	et	et	PROPN
economy-549	95	40	al	al	PROPN
economy-549	95	41	.	.	PROPN
economy-549	96	1	(	(	PUNCT
economy-549	96	2	2010	2010	NUM
economy-549	96	3	)	)	PUNCT
economy-549	96	4	.	.	PUNCT
economy-549	97	1	our	our	PRON
economy-549	97	2	model	model	NOUN
economy-549	97	3	of	of	ADP
economy-549	97	4	interest	interest	NOUN
economy-549	97	5	is	be	AUX
economy-549	97	6	3	3	NUM
economy-549	97	7	8	8	NUM
economy-549	97	8	10	10	NUM
economy-549	97	9	0	0	NUM
economy-549	97	10	1	1	NUM
economy-549	97	11	1	1	NUM
economy-549	97	12	1	1	NUM
economy-549	97	13	(	(	PUNCT
economy-549	97	14	)	)	PUNCT
economy-549	97	15	,	,	PUNCT
economy-549	97	16	i	i	PRON
economy-549	98	1	i	i	INTJ
economy-549	98	2	j	j	VERB
economy-549	99	1	ji	ji	INTJ
economy-549	100	1	k	k	PROPN
economy-549	100	2	ki	ki	PROPN
economy-549	100	3	m	m	PROPN
economy-549	100	4	mi	mi	PROPN
economy-549	101	1	i	i	PRON
economy-549	101	2	j	j	PROPN
economy-549	102	1	k	k	PROPN
economy-549	102	2	m	m	VERB
economy-549	102	3	q	q	VERB
economy-549	102	4	y	y	NOUN
economy-549	102	5	g	g	NOUN
economy-549	102	6	x	x	PUNCT
economy-549	102	7	e	e	X
economy-549	102	8	j	j	X
economy-549	102	9			NOUN
economy-549	103	1			NOUN
economy-549	103	2			NOUN
economy-549	103	3			NOUN
economy-549	103	4			NOUN
economy-549	103	5			VERB
economy-549	103	6			ADJ
economy-549	103	7			PROPN
economy-549	103	8			NUM
economy-549	103	9			NUM
economy-549	103	10			PROPN
economy-549	103	11			NUM
economy-549	104	1			NUM
economy-549	104	2			NUM
economy-549	104	3			PROPN
economy-549	104	4			ADV
economy-549	104	5			PUNCT
economy-549	104	6			VERB
economy-549	104	7			PUNCT
economy-549	104	8			X
economy-549	104	9			X
economy-549	104	10			X
economy-549	104	11	(	(	PUNCT
economy-549	104	12	2	2	X
economy-549	104	13	)	)	PUNCT
economy-549	105	1	where	where	SCONJ
economy-549	105	2	(	(	PUNCT
economy-549	105	3	)	)	PUNCT
economy-549	105	4	iq	iq	PROPN
economy-549	105	5	y	y	PROPN
economy-549	105	6	is	be	AUX
economy-549	105	7	the	the	DET
economy-549	105	8	desired	desire	VERB
economy-549	105	9			NOUN
economy-549	105	10	-th	-th	NOUN
economy-549	105	11	quantile	quantile	NOUN
economy-549	105	12	of	of	ADP
economy-549	105	13	the	the	DET
economy-549	105	14	log	log	NOUN
economy-549	105	15	-	-	PUNCT
economy-549	105	16	income	income	NOUN
economy-549	105	17	of	of	ADP
economy-549	105	18	the	the	DET
economy-549	105	19	ith	ith	PROPN
economy-549	105	20	individual	individual	NOUN
economy-549	105	21	,	,	PUNCT
economy-549	105	22	i	i	PROPN
economy-549	105	23	is	be	AUX
economy-549	105	24	the	the	DET
economy-549	105	25	random	random	ADJ
economy-549	105	26	error	error	NOUN
economy-549	105	27	with	with	ADP
economy-549	105	28	zero	zero	NUM
economy-549	105	29	mean	mean	ADJ
economy-549	105	30	and	and	CCONJ
economy-549	105	31	constant	constant	ADJ
economy-549	105	32	variance	variance	NOUN
economy-549	105	33	and	and	CCONJ
economy-549	105	34	rest	rest	NOUN
economy-549	105	35	are	be	AUX
economy-549	105	36	the	the	DET
economy-549	105	37	respective	respective	ADJ
economy-549	105	38	coefficients	coefficient	NOUN
economy-549	105	39	and	and	CCONJ
economy-549	105	40	covariates	covariate	NOUN
economy-549	105	41	defined	define	VERB
economy-549	105	42	in	in	ADP
economy-549	105	43	table	table	NOUN
economy-549	105	44	1	1	NUM
economy-549	105	45	.	.	PUNCT
economy-549	106	1	however	however	ADV
economy-549	106	2	,	,	PUNCT
economy-549	106	3	for	for	ADP
economy-549	106	4	0.5,	0.5,	PROPN
economy-549	106	5			NOUN
economy-549	106	6	we	we	PRON
economy-549	106	7	have	have	VERB
economy-549	106	8	the	the	DET
economy-549	106	9	model	model	NOUN
economy-549	106	10	of	of	ADP
economy-549	106	11	interest	interest	NOUN
economy-549	106	12	,	,	PUNCT
economy-549	106	13	the	the	DET
economy-549	106	14	median	median	ADJ
economy-549	106	15	regression	regression	NOUN
economy-549	106	16	model	model	NOUN
economy-549	106	17	.	.	PUNCT
economy-549	107	1	3	3	X
economy-549	107	2	.	.	NOUN
economy-549	107	3	results	result	NOUN
economy-549	107	4	and	and	CCONJ
economy-549	107	5	discussion	discussion	NOUN
economy-549	107	6	there	there	PRON
economy-549	107	7	are	be	VERB
economy-549	107	8	7,070	7,070	NUM
economy-549	107	9	individuals	individual	NOUN
economy-549	107	10	of	of	ADP
economy-549	107	11	the	the	DET
economy-549	107	12	punjab	punjab	NOUN
economy-549	107	13	,	,	PUNCT
economy-549	107	14	whose	whose	DET
economy-549	107	15	monthly	monthly	ADJ
economy-549	107	16	incomes	income	NOUN
economy-549	107	17	are	be	AUX
economy-549	107	18	given	give	VERB
economy-549	107	19	in	in	ADP
economy-549	107	20	the	the	DET
economy-549	107	21	data	datum	NOUN
economy-549	107	22	(	(	PUNCT
economy-549	107	23	plfs	plfs	NOUN
economy-549	107	24	,	,	PUNCT
economy-549	107	25	200809	200809	NUM
economy-549	107	26	)	)	PUNCT
economy-549	107	27	.	.	PUNCT
economy-549	108	1	out	out	ADP
economy-549	108	2	of	of	ADP
economy-549	108	3	7,070	7,070	NUM
economy-549	108	4	persons	person	NOUN
economy-549	108	5	4,848	4,848	NUM
economy-549	108	6	(	(	PUNCT
economy-549	108	7	68.57	68.57	NUM
economy-549	108	8	%	%	NOUN
economy-549	108	9	)	)	PUNCT
economy-549	108	10	belong	belong	VERB
economy-549	108	11	to	to	ADP
economy-549	108	12	the	the	DET
economy-549	108	13	urban	urban	ADJ
economy-549	108	14	and	and	CCONJ
economy-549	108	15	2,222(31.43	2,222(31.43	NUM
economy-549	108	16	%	%	NOUN
economy-549	108	17	)	)	PUNCT
economy-549	108	18	belong	belong	VERB
economy-549	108	19	to	to	ADP
economy-549	108	20	the	the	DET
economy-549	108	21	rural	rural	ADJ
economy-549	108	22	areas	area	NOUN
economy-549	108	23	of	of	ADP
economy-549	108	24	punjab	punjab	PROPN
economy-549	108	25	.	.	PUNCT
economy-549	109	1	there	there	PRON
economy-549	109	2	are	be	VERB
economy-549	109	3	85.40	85.40	NUM
economy-549	109	4	%	%	NOUN
economy-549	109	5	males	male	NOUN
economy-549	109	6	and	and	CCONJ
economy-549	109	7	14.60	14.60	NUM
economy-549	109	8	%	%	NOUN
economy-549	109	9	females	female	NOUN
economy-549	109	10	.	.	PUNCT
economy-549	110	1	it	it	PRON
economy-549	110	2	seems	seem	VERB
economy-549	110	3	that	that	SCONJ
economy-549	110	4	the	the	DET
economy-549	110	5	working	work	VERB
economy-549	110	6	class	class	NOUN
economy-549	110	7	of	of	ADP
economy-549	110	8	men	man	NOUN
economy-549	110	9	is	be	AUX
economy-549	110	10	greater	great	ADJ
economy-549	110	11	than	than	ADP
economy-549	110	12	five	five	NUM
economy-549	110	13	times	time	NOUN
economy-549	110	14	of	of	ADP
economy-549	110	15	that	that	PRON
economy-549	110	16	of	of	ADP
economy-549	110	17	women	woman	NOUN
economy-549	110	18	in	in	ADP
economy-549	110	19	punjab	punjab	PROPN
economy-549	110	20	.	.	PUNCT
economy-549	111	1	mean	mean	VERB
economy-549	111	2	age	age	NOUN
economy-549	111	3	of	of	ADP
economy-549	111	4	the	the	DET
economy-549	111	5	respondents	respondent	NOUN
economy-549	111	6	is	be	AUX
economy-549	111	7	33.29	33.29	NUM
economy-549	111	8			PROPN
economy-549	111	9	12.43(standard	12.43(standard	NUM
economy-549	111	10	deviation	deviation	NOUN
economy-549	111	11	:	:	PUNCT
economy-549	111	12	sd	sd	NUM
economy-549	111	13	)	)	PUNCT
economy-549	111	14	.	.	PUNCT
economy-549	112	1	in	in	ADP
economy-549	112	2	the	the	DET
economy-549	112	3	data	datum	NOUN
economy-549	112	4	,	,	PUNCT
economy-549	112	5	there	there	PRON
economy-549	112	6	are	be	VERB
economy-549	112	7	76.40	76.40	NUM
economy-549	112	8	%	%	NOUN
economy-549	112	9	literate	literate	ADJ
economy-549	112	10	and	and	CCONJ
economy-549	112	11	23.6	23.6	NUM
economy-549	112	12	%	%	NOUN
economy-549	112	13	illiterate	illiterate	ADJ
economy-549	112	14	persons	person	NOUN
economy-549	112	15	and	and	CCONJ
economy-549	112	16	this	this	PRON
economy-549	112	17	shows	show	VERB
economy-549	112	18	that	that	SCONJ
economy-549	112	19	literacy	literacy	NOUN
economy-549	112	20	rate	rate	NOUN
economy-549	112	21	in	in	ADP
economy-549	112	22	employed	employ	VERB
economy-549	112	23	community	community	NOUN
economy-549	112	24	is	be	AUX
economy-549	112	25	high	high	ADJ
economy-549	112	26	.	.	PUNCT
economy-549	113	1	only	only	ADV
economy-549	113	2	32.57	32.57	NUM
economy-549	113	3	%	%	NOUN
economy-549	113	4	of	of	ADP
economy-549	113	5	the	the	DET
economy-549	113	6	individuals	individual	NOUN
economy-549	113	7	have	have	VERB
economy-549	113	8	permanent	permanent	ADJ
economy-549	113	9	job	job	NOUN
economy-549	113	10	.	.	PUNCT
economy-549	114	1	the	the	DET
economy-549	114	2	average	average	ADJ
economy-549	114	3	monthly	monthly	ADJ
economy-549	114	4	income	income	NOUN
economy-549	114	5	is	be	AUX
economy-549	114	6	reported	report	VERB
economy-549	114	7	to	to	PART
economy-549	114	8	be	be	AUX
economy-549	114	9	rs	rs	ADJ
economy-549	114	10	.	.	PUNCT
economy-549	115	1	8,293.72	8,293.72	NUM
economy-549	115	2			PROPN
economy-549	115	3	8,405.26	8,405.26	NUM
economy-549	115	4	(	(	PUNCT
economy-549	115	5	95	95	NUM
economy-549	115	6	%	%	NOUN
economy-549	115	7	c.i	c.i	NOUN
economy-549	115	8	:	:	PUNCT
economy-549	115	9	rs	rs	NOUN
economy-549	115	10	.	.	PUNCT
economy-549	115	11	8,097.76	8,097.76	NUM
economy-549	115	12	,	,	PUNCT
economy-549	115	13	8,489.67	8,489.67	NUM
economy-549	115	14	)	)	PUNCT
economy-549	115	15	.	.	PUNCT
economy-549	116	1	the	the	DET
economy-549	116	2	median	median	NOUN
economy-549	116	3	of	of	ADP
economy-549	116	4	monthly	monthly	ADJ
economy-549	116	5	income	income	NOUN
economy-549	116	6	is	be	AUX
economy-549	116	7	found	find	VERB
economy-549	116	8	to	to	PART
economy-549	116	9	be	be	AUX
economy-549	116	10	rs	rs	ADJ
economy-549	116	11	.	.	PUNCT
economy-549	117	1	6,000	6,000	NUM
economy-549	117	2	.	.	PUNCT
economy-549	118	1	it	it	PRON
economy-549	118	2	means	mean	VERB
economy-549	118	3	than	than	SCONJ
economy-549	118	4	50	50	NUM
economy-549	118	5	%	%	NOUN
economy-549	118	6	of	of	ADP
economy-549	118	7	the	the	DET
economy-549	118	8	working	work	VERB
economy-549	118	9	class	class	NOUN
economy-549	118	10	in	in	ADP
economy-549	118	11	punjab	punjab	PROPN
economy-549	118	12	earns	earn	NOUN
economy-549	118	13	just	just	ADV
economy-549	118	14	rs	rs	NOUN
economy-549	118	15	.	.	PUNCT
economy-549	119	1	6,000	6,000	NUM
economy-549	119	2	or	or	CCONJ
economy-549	119	3	below	below	ADP
economy-549	119	4	per	per	ADP
economy-549	119	5	month	month	NOUN
economy-549	119	6	.	.	PUNCT
economy-549	120	1	it	it	PRON
economy-549	120	2	is	be	AUX
economy-549	120	3	noted	note	VERB
economy-549	120	4	that	that	SCONJ
economy-549	120	5	the	the	DET
economy-549	120	6	distribution	distribution	NOUN
economy-549	120	7	of	of	ADP
economy-549	120	8	income	income	NOUN
economy-549	120	9	is	be	AUX
economy-549	120	10	positively	positively	ADV
economy-549	120	11	skewed	skew	VERB
economy-549	120	12	the	the	DET
economy-549	120	13	mean	mean	NOUN
economy-549	120	14	is	be	AUX
economy-549	120	15	far	far	ADV
economy-549	120	16	from	from	ADP
economy-549	120	17	median	median	NOUN
economy-549	120	18	and	and	CCONJ
economy-549	120	19	close	close	ADJ
economy-549	120	20	to	to	ADP
economy-549	120	21	the	the	DET
economy-549	120	22	upper	upper	ADJ
economy-549	120	23	quartile	quartile	NOUN
economy-549	120	24	.	.	PUNCT
economy-549	121	1	it	it	PRON
economy-549	121	2	is	be	AUX
economy-549	121	3	also	also	ADV
economy-549	121	4	evident	evident	ADJ
economy-549	121	5	from	from	ADP
economy-549	121	6	fig	fig	NOUN
economy-549	121	7	.	.	PUNCT
economy-549	122	1	1	1	X
economy-549	122	2	.	.	X
economy-549	122	3	fig-1.histogram	fig-1.histogram	NOUN
economy-549	122	4	of	of	ADP
economy-549	122	5	monthly	monthly	ADJ
economy-549	122	6	income	income	NOUN
economy-549	122	7	from	from	ADP
economy-549	122	8	table	table	NOUN
economy-549	122	9	2	2	NUM
economy-549	122	10	,	,	PUNCT
economy-549	122	11	it	it	PRON
economy-549	122	12	is	be	AUX
economy-549	122	13	reported	report	VERB
economy-549	122	14	that	that	SCONJ
economy-549	122	15	the	the	DET
economy-549	122	16	average	average	ADJ
economy-549	122	17	income	income	NOUN
economy-549	122	18	of	of	ADP
economy-549	122	19	males	male	NOUN
economy-549	122	20	and	and	CCONJ
economy-549	122	21	females	female	NOUN
economy-549	122	22	in	in	ADP
economy-549	122	23	punjab	punjab	PROPN
economy-549	122	24	are	be	AUX
economy-549	122	25	rs	rs	ADJ
economy-549	122	26	.	.	PUNCT
economy-549	123	1	8,554	8,554	NUM
economy-549	123	2	and	and	CCONJ
economy-549	123	3	rs	rs	NOUN
economy-549	123	4	.	.	PUNCT
economy-549	123	5	6,770	6,770	NUM
economy-549	123	6	,	,	PUNCT
economy-549	123	7	respectively	respectively	ADV
economy-549	123	8	(	(	PUNCT
economy-549	123	9	using	use	VERB
economy-549	123	10	plfs	plfs	NOUN
economy-549	123	11	2008	2008	NUM
economy-549	123	12	-	-	SYM
economy-549	123	13	9	9	NUM
economy-549	123	14	)	)	PUNCT
economy-549	123	15	.	.	PUNCT
economy-549	124	1	thus	thus	ADV
economy-549	124	2	,	,	PUNCT
economy-549	124	3	the	the	DET
economy-549	124	4	average	average	ADJ
economy-549	124	5	income	income	NOUN
economy-549	124	6	gap	gap	NOUN
economy-549	124	7	is	be	AUX
economy-549	124	8	rs	rs	ADJ
economy-549	124	9	.	.	PUNCT
economy-549	125	1	1,784	1,784	NUM
economy-549	125	2	which	which	PRON
economy-549	125	3	is	be	AUX
economy-549	125	4	also	also	ADV
economy-549	125	5	statistically	statistically	ADV
economy-549	125	6	significant	significant	ADJ
economy-549	125	7	.	.	PUNCT
economy-549	126	1	table-2.comparison	table-2.comparison	NOUN
economy-549	126	2	of	of	ADP
economy-549	126	3	average	average	ADJ
economy-549	126	4	income	income	NOUN
economy-549	126	5	of	of	ADP
economy-549	126	6	males	male	NOUN
economy-549	126	7	and	and	CCONJ
economy-549	126	8	female	female	ADJ
economy-549	126	9	gender	gender	NOUN
economy-549	126	10	n	n	PRON
economy-549	126	11	mean	mean	VERB
economy-549	126	12	std	std	NOUN
economy-549	126	13	.	.	PUNCT
economy-549	127	1	deviation	deviation	NOUN
economy-549	127	2	std	std	NOUN
economy-549	127	3	.	.	PUNCT
economy-549	128	1	err	err	PROPN
economy-549	128	2	.	.	PUNCT
economy-549	129	1	t	t	PROPN
economy-549	129	2	p	p	ADJ
economy-549	129	3	-	-	PUNCT
economy-549	129	4	value	value	NOUN
economy-549	129	5	male	male	NOUN
economy-549	129	6	6038	6038	NUM
economy-549	129	7	8554.09	8554.09	NUM
economy-549	129	8	8413.23	8413.23	NUM
economy-549	129	9	108.27	108.27	NUM
economy-549	129	10	6.32	6.32	NUM
economy-549	129	11	0.00	0.00	NUM
economy-549	129	12	female	female	ADJ
economy-549	129	13	1032	1032	NUM
economy-549	129	14	6770.31	6770.31	NUM
economy-549	129	15	8198.33	8198.33	NUM
economy-549	129	16	255.20	255.20	NUM
economy-549	129	17	table	table	NOUN
economy-549	129	18	3	3	NUM
economy-549	129	19	presents	present	VERB
economy-549	129	20	the	the	DET
economy-549	129	21	median	median	ADJ
economy-549	129	22	regression	regression	NOUN
economy-549	129	23	estimates	estimate	NOUN
economy-549	129	24	which	which	PRON
economy-549	129	25	are	be	AUX
economy-549	129	26	the	the	DET
economy-549	129	27	chief	chief	ADJ
economy-549	129	28	targets	target	NOUN
economy-549	129	29	of	of	ADP
economy-549	129	30	the	the	DET
economy-549	129	31	present	present	ADJ
economy-549	129	32	study	study	NOUN
economy-549	129	33	.	.	PUNCT
economy-549	130	1	all	all	DET
economy-549	130	2	the	the	DET
economy-549	130	3	regression	regression	NOUN
economy-549	130	4	coefficients	coefficient	NOUN
economy-549	130	5	are	be	AUX
economy-549	130	6	found	find	VERB
economy-549	130	7	to	to	PART
economy-549	130	8	be	be	AUX
economy-549	130	9	statistically	statistically	ADV
economy-549	130	10	significant	significant	ADJ
economy-549	130	11	at	at	ADP
economy-549	130	12	1	1	NUM
economy-549	130	13	%	%	NOUN
economy-549	130	14	or	or	CCONJ
economy-549	130	15	5	5	NUM
economy-549	130	16	%	%	NOUN
economy-549	130	17	level	level	NOUN
economy-549	130	18	of	of	ADP
economy-549	130	19	significance	significance	NOUN
economy-549	130	20	.	.	PUNCT
economy-549	131	1	since	since	SCONJ
economy-549	131	2	the	the	DET
economy-549	131	3	logarithmic	logarithmic	ADJ
economy-549	131	4	income	income	NOUN
economy-549	131	5	is	be	AUX
economy-549	131	6	used	use	VERB
economy-549	131	7	in	in	ADP
economy-549	131	8	model	model	NOUN
economy-549	131	9	(	(	PUNCT
economy-549	131	10	2	2	NUM
economy-549	131	11	)	)	PUNCT
economy-549	131	12	,	,	PUNCT
economy-549	131	13	the	the	DET
economy-549	131	14	coefficients	coefficient	NOUN
economy-549	131	15	in	in	ADP
economy-549	131	16	table	table	NOUN
economy-549	131	17	3	3	NUM
economy-549	131	18	are	be	AUX
economy-549	131	19	directly	directly	ADV
economy-549	131	20	interpretable	interpretable	ADJ
economy-549	131	21	.	.	PUNCT
economy-549	132	1	they	they	PRON
economy-549	132	2	merely	merely	ADV
economy-549	132	3	tell	tell	VERB
economy-549	132	4	the	the	DET
economy-549	132	5	0	0	NUM
economy-549	132	6	50000	50000	NUM
economy-549	132	7	100000	100000	NUM
economy-549	132	8	0	0	NUM
economy-549	132	9	500	500	NUM
economy-549	132	10	1000	1000	NUM
economy-549	132	11	1500	1500	NUM
economy-549	132	12	income	income	NOUN
economy-549	132	13	f	f	X
economy-549	132	14	re	re	NOUN
economy-549	132	15	q	q	X
economy-549	132	16	u	u	X
economy-549	132	17	e	e	X
economy-549	132	18	n	n	PROPN
economy-549	132	19	c	c	PROPN
economy-549	132	20	y	y	PROPN
economy-549	132	21	economy	economy	NOUN
economy-549	132	22	,	,	PUNCT
economy-549	132	23	2014	2014	NUM
economy-549	132	24	,	,	PUNCT
economy-549	132	25	1(1	1(1	NUM
economy-549	132	26	):	):	PUNCT
economy-549	132	27	15	15	NUM
economy-549	132	28	-	-	SYM
economy-549	132	29	19	19	NUM
economy-549	132	30	18	18	NUM
economy-549	132	31	percent	percent	NOUN
economy-549	132	32	change	change	NOUN
economy-549	132	33	in	in	ADP
economy-549	132	34	the	the	DET
economy-549	132	35	median	median	ADJ
economy-549	132	36	monthly	monthly	ADJ
economy-549	132	37	income	income	NOUN
economy-549	132	38	of	of	ADP
economy-549	132	39	an	an	DET
economy-549	132	40	individual	individual	NOUN
economy-549	132	41	in	in	ADP
economy-549	132	42	punjab	punjab	PROPN
economy-549	132	43	.	.	PUNCT
economy-549	133	1	it	it	PRON
economy-549	133	2	is	be	AUX
economy-549	133	3	reported	report	VERB
economy-549	133	4	if	if	SCONJ
economy-549	133	5	a	a	DET
economy-549	133	6	person	person	NOUN
economy-549	133	7	in	in	ADP
economy-549	133	8	punjab	punjab	PROPN
economy-549	133	9	is	be	AUX
economy-549	133	10	male	male	ADJ
economy-549	133	11	he	he	PRON
economy-549	133	12	can	can	AUX
economy-549	133	13	earn	earn	VERB
economy-549	133	14	46.77	46.77	NUM
economy-549	133	15	%	%	NOUN
economy-549	133	16	more	more	ADJ
economy-549	133	17	income	income	NOUN
economy-549	133	18	as	as	ADP
economy-549	133	19	compared	compare	VERB
economy-549	133	20	to	to	ADP
economy-549	133	21	female	female	NOUN
economy-549	133	22	for	for	ADP
economy-549	133	23	just	just	ADV
economy-549	133	24	being	be	AUX
economy-549	133	25	male	male	ADJ
economy-549	133	26	.	.	PUNCT
economy-549	134	1	in	in	ADP
economy-549	134	2	other	other	ADJ
economy-549	134	3	words	word	NOUN
economy-549	134	4	,	,	PUNCT
economy-549	134	5	if	if	SCONJ
economy-549	134	6	the	the	DET
economy-549	134	7	50	50	NUM
economy-549	134	8	%	%	NOUN
economy-549	134	9	of	of	ADP
economy-549	134	10	the	the	DET
economy-549	134	11	females	female	NOUN
economy-549	134	12	in	in	ADP
economy-549	134	13	punjab	punjab	PROPN
economy-549	134	14	earn	earn	VERB
economy-549	134	15	monthly	monthly	ADJ
economy-549	134	16	income	income	NOUN
economy-549	134	17	rs	rs	NOUN
economy-549	134	18	.	.	PUNCT
economy-549	135	1	10,000	10,000	NUM
economy-549	135	2	then	then	ADV
economy-549	135	3	50	50	NUM
economy-549	135	4	%	%	NOUN
economy-549	135	5	of	of	ADP
economy-549	135	6	their	their	PRON
economy-549	135	7	male	male	ADJ
economy-549	135	8	counterparts	counterpart	NOUN
economy-549	135	9	will	will	AUX
economy-549	135	10	earn	earn	VERB
economy-549	135	11	rs	rs	NOUN
economy-549	135	12	.	.	PUNCT
economy-549	136	1	14,677	14,677	NUM
economy-549	136	2	.	.	PUNCT
economy-549	137	1	however	however	ADV
economy-549	137	2	,	,	PUNCT
economy-549	137	3	when	when	SCONJ
economy-549	137	4	we	we	PRON
economy-549	137	5	compare	compare	VERB
economy-549	137	6	our	our	PRON
economy-549	137	7	result	result	NOUN
economy-549	137	8	with	with	ADP
economy-549	137	9	that	that	PRON
economy-549	137	10	given	give	VERB
economy-549	137	11	in	in	ADP
economy-549	137	12	hyder	hyder	NOUN
economy-549	137	13	and	and	CCONJ
economy-549	137	14	reilly	reilly	ADV
economy-549	137	15	(	(	PUNCT
economy-549	137	16	2005	2005	NUM
economy-549	137	17	)	)	PUNCT
economy-549	137	18	,	,	PUNCT
economy-549	137	19	this	this	DET
economy-549	137	20	figure	figure	NOUN
economy-549	137	21	is	be	AUX
economy-549	137	22	21.28	21.28	NUM
economy-549	137	23	%	%	NOUN
economy-549	137	24	for	for	ADP
economy-549	137	25	the	the	DET
economy-549	137	26	entire	entire	ADJ
economy-549	137	27	country	country	NOUN
economy-549	137	28	(	(	PUNCT
economy-549	137	29	using	use	VERB
economy-549	137	30	lfs	lfs	PROPN
economy-549	137	31	2001	2001	NUM
economy-549	137	32	-	-	SYM
economy-549	137	33	02	02	NUM
economy-549	137	34	)	)	PUNCT
economy-549	137	35	.	.	PUNCT
economy-549	138	1	thus	thus	ADV
economy-549	138	2	,	,	PUNCT
economy-549	138	3	the	the	DET
economy-549	138	4	income	income	NOUN
economy-549	138	5	gap	gap	NOUN
economy-549	138	6	between	between	ADP
economy-549	138	7	males	male	NOUN
economy-549	138	8	and	and	CCONJ
economy-549	138	9	females	female	NOUN
economy-549	138	10	almost	almost	ADV
economy-549	138	11	double	double	VERB
economy-549	138	12	in	in	ADP
economy-549	138	13	punjab	punjab	NOUN
economy-549	138	14	when	when	SCONJ
economy-549	138	15	compared	compare	VERB
economy-549	138	16	with	with	ADP
economy-549	138	17	entire	entire	ADJ
economy-549	138	18	pakistan	pakistan	NOUN
economy-549	138	19	.	.	PUNCT
economy-549	139	1	being	be	AUX
economy-549	139	2	married	married	ADJ
economy-549	139	3	can	can	AUX
economy-549	139	4	increase	increase	VERB
economy-549	139	5	9.53	9.53	NUM
economy-549	139	6	%	%	NOUN
economy-549	139	7	of	of	ADP
economy-549	139	8	income	income	NOUN
economy-549	139	9	and	and	CCONJ
economy-549	139	10	it	it	PRON
economy-549	139	11	is	be	AUX
economy-549	139	12	evident	evident	ADJ
economy-549	139	13	due	due	ADJ
economy-549	139	14	to	to	PART
economy-549	139	15	change	change	VERB
economy-549	139	16	in	in	ADP
economy-549	139	17	the	the	DET
economy-549	139	18	responsibilities	responsibility	NOUN
economy-549	139	19	after	after	ADP
economy-549	139	20	getting	getting	AUX
economy-549	139	21	married	marry	VERB
economy-549	139	22	.	.	PUNCT
economy-549	140	1	moreover	moreover	ADV
economy-549	140	2	,	,	PUNCT
economy-549	140	3	if	if	SCONJ
economy-549	140	4	we	we	PRON
economy-549	140	5	compare	compare	VERB
economy-549	140	6	the	the	DET
economy-549	140	7	urban	urban	ADJ
economy-549	140	8	and	and	CCONJ
economy-549	140	9	rural	rural	ADJ
economy-549	140	10	residents	resident	NOUN
economy-549	140	11	of	of	ADP
economy-549	140	12	punjab	punjab	PROPN
economy-549	140	13	,	,	PUNCT
economy-549	140	14	the	the	DET
economy-549	140	15	gap	gap	NOUN
economy-549	140	16	in	in	ADP
economy-549	140	17	income	income	NOUN
economy-549	140	18	is	be	AUX
economy-549	140	19	found	find	VERB
economy-549	140	20	to	to	PART
economy-549	140	21	be	be	AUX
economy-549	140	22	9.87	9.87	NUM
economy-549	140	23	%	%	NOUN
economy-549	140	24	.	.	PUNCT
economy-549	141	1	the	the	DET
economy-549	141	2	urban	urban	ADJ
economy-549	141	3	workers	worker	NOUN
economy-549	141	4	tend	tend	VERB
economy-549	141	5	to	to	PART
economy-549	141	6	earn	earn	VERB
economy-549	141	7	more	more	ADJ
economy-549	141	8	.	.	PUNCT
economy-549	142	1	however	however	ADV
economy-549	142	2	,	,	PUNCT
economy-549	142	3	it	it	PRON
economy-549	142	4	should	should	AUX
economy-549	142	5	be	be	AUX
economy-549	142	6	noted	note	VERB
economy-549	142	7	that	that	SCONJ
economy-549	142	8	in	in	ADP
economy-549	142	9	plfs	plfs	PROPN
economy-549	142	10	(	(	PUNCT
economy-549	142	11	20089	20089	NUM
economy-549	142	12	)	)	PUNCT
economy-549	142	13	,	,	PUNCT
economy-549	142	14	the	the	DET
economy-549	142	15	area	area	NOUN
economy-549	142	16	means	mean	VERB
economy-549	142	17	the	the	DET
economy-549	142	18	area	area	NOUN
economy-549	142	19	of	of	ADP
economy-549	142	20	residence	residence	NOUN
economy-549	142	21	not	not	PART
economy-549	142	22	the	the	DET
economy-549	142	23	work	work	NOUN
economy-549	142	24	area	area	NOUN
economy-549	142	25	so	so	SCONJ
economy-549	142	26	we	we	PRON
economy-549	142	27	can	can	AUX
economy-549	142	28	not	not	PART
economy-549	142	29	assess	assess	VERB
economy-549	142	30	the	the	DET
economy-549	142	31	true	true	ADJ
economy-549	142	32	income	income	NOUN
economy-549	142	33	gap	gap	NOUN
economy-549	142	34	between	between	ADP
economy-549	142	35	the	the	DET
economy-549	142	36	rural	rural	ADJ
economy-549	142	37	and	and	CCONJ
economy-549	142	38	urban	urban	ADJ
economy-549	142	39	workers	worker	NOUN
economy-549	142	40	.	.	PUNCT
economy-549	143	1	it	it	PRON
economy-549	143	2	may	may	AUX
economy-549	143	3	possible	possible	ADJ
economy-549	143	4	that	that	SCONJ
economy-549	143	5	a	a	DET
economy-549	143	6	rural	rural	ADJ
economy-549	143	7	resident	resident	NOUN
economy-549	143	8	works	work	VERB
economy-549	143	9	in	in	ADP
economy-549	143	10	some	some	DET
economy-549	143	11	urban	urban	ADJ
economy-549	143	12	area	area	NOUN
economy-549	143	13	and	and	CCONJ
economy-549	143	14	vice	vice	ADV
economy-549	143	15	versa	versa	ADV
economy-549	143	16	.	.	PUNCT
economy-549	144	1	when	when	SCONJ
economy-549	144	2	we	we	PRON
economy-549	144	3	focus	focus	VERB
economy-549	144	4	on	on	ADP
economy-549	144	5	the	the	DET
economy-549	144	6	education	education	NOUN
economy-549	144	7	level	level	NOUN
economy-549	144	8	of	of	ADP
economy-549	144	9	the	the	DET
economy-549	144	10	workers	worker	NOUN
economy-549	144	11	in	in	ADP
economy-549	144	12	punjab	punjab	PROPN
economy-549	144	13	,	,	PUNCT
economy-549	144	14	we	we	PRON
economy-549	144	15	note	note	VERB
economy-549	144	16	expectedly	expectedly	ADV
economy-549	144	17	that	that	SCONJ
economy-549	144	18	with	with	ADP
economy-549	144	19	the	the	DET
economy-549	144	20	increase	increase	NOUN
economy-549	144	21	in	in	ADP
economy-549	144	22	the	the	DET
economy-549	144	23	education	education	NOUN
economy-549	144	24	,	,	PUNCT
economy-549	144	25	there	there	PRON
economy-549	144	26	is	be	VERB
economy-549	144	27	increase	increase	NOUN
economy-549	144	28	in	in	ADP
economy-549	144	29	the	the	DET
economy-549	144	30	income	income	NOUN
economy-549	144	31	.	.	PUNCT
economy-549	145	1	professional	professional	ADJ
economy-549	145	2	degree	degree	NOUN
economy-549	145	3	holders	holder	NOUN
economy-549	145	4	earn	earn	VERB
economy-549	145	5	at	at	ADP
economy-549	145	6	highest	high	ADJ
economy-549	145	7	rate	rate	NOUN
economy-549	145	8	as	as	SCONJ
economy-549	145	9	compared	compare	VERB
economy-549	145	10	to	to	ADP
economy-549	145	11	the	the	DET
economy-549	145	12	others	other	NOUN
economy-549	145	13	.	.	PUNCT
economy-549	146	1	according	accord	VERB
economy-549	146	2	to	to	ADP
economy-549	146	3	hyder	hyder	NOUN
economy-549	146	4	and	and	CCONJ
economy-549	146	5	reilly	reilly	ADV
economy-549	146	6	(	(	PUNCT
economy-549	146	7	2005	2005	NUM
economy-549	146	8	)	)	PUNCT
economy-549	146	9	,	,	PUNCT
economy-549	146	10	the	the	DET
economy-549	146	11	change	change	NOUN
economy-549	146	12	in	in	ADP
economy-549	146	13	the	the	DET
economy-549	146	14	median	median	ADJ
economy-549	146	15	income	income	NOUN
economy-549	146	16	is	be	AUX
economy-549	146	17	6.83	6.83	NUM
economy-549	146	18	%	%	NOUN
economy-549	146	19	if	if	SCONJ
economy-549	146	20	a	a	DET
economy-549	146	21	person	person	NOUN
economy-549	146	22	has	have	VERB
economy-549	146	23	primary	primary	ADJ
economy-549	146	24	level	level	NOUN
economy-549	146	25	of	of	ADP
economy-549	146	26	education	education	NOUN
economy-549	146	27	in	in	ADP
economy-549	146	28	pakistan	pakistan	PROPN
economy-549	146	29	.	.	PUNCT
economy-549	147	1	this	this	DET
economy-549	147	2	figure	figure	NOUN
economy-549	147	3	is	be	AUX
economy-549	147	4	almost	almost	ADV
economy-549	147	5	double	double	ADJ
economy-549	147	6	i.e.	i.e.	X
economy-549	147	7	11.35	11.35	NUM
economy-549	147	8	%	%	NOUN
economy-549	147	9	in	in	ADP
economy-549	147	10	punjab	punjab	NOUN
economy-549	147	11	.	.	PUNCT
economy-549	148	1	it	it	PRON
economy-549	148	2	shows	show	VERB
economy-549	148	3	that	that	SCONJ
economy-549	148	4	there	there	PRON
economy-549	148	5	are	be	VERB
economy-549	148	6	fair	fair	ADJ
economy-549	148	7	available	available	ADJ
economy-549	148	8	sources	source	NOUN
economy-549	148	9	of	of	ADP
economy-549	148	10	income	income	NOUN
economy-549	148	11	for	for	ADP
economy-549	148	12	low	low	ADJ
economy-549	148	13	educated	educate	VERB
economy-549	148	14	persons	person	NOUN
economy-549	148	15	in	in	ADP
economy-549	148	16	punjab	punjab	PROPN
economy-549	148	17	as	as	ADP
economy-549	148	18	when	when	SCONJ
economy-549	148	19	compared	compare	VERB
economy-549	148	20	with	with	ADP
economy-549	148	21	entire	entire	ADJ
economy-549	148	22	pakistan	pakistan	NOUN
economy-549	148	23	.	.	PUNCT
economy-549	149	1	if	if	SCONJ
economy-549	149	2	we	we	PRON
economy-549	149	3	focus	focus	VERB
economy-549	149	4	on	on	ADP
economy-549	149	5	the	the	DET
economy-549	149	6	job	job	NOUN
economy-549	149	7	status	status	NOUN
economy-549	149	8	and	and	CCONJ
economy-549	149	9	nature	nature	NOUN
economy-549	149	10	in	in	ADP
economy-549	149	11	punjab	punjab	PROPN
economy-549	149	12	,	,	PUNCT
economy-549	149	13	we	we	PRON
economy-549	149	14	report	report	VERB
economy-549	149	15	that	that	SCONJ
economy-549	149	16	after	after	ADP
economy-549	149	17	having	have	VERB
economy-549	149	18	a	a	DET
economy-549	149	19	permanent	permanent	ADJ
economy-549	149	20	job	job	NOUN
economy-549	149	21	,	,	PUNCT
economy-549	149	22	the	the	DET
economy-549	149	23	median	median	ADJ
economy-549	149	24	monthly	monthly	ADJ
economy-549	149	25	income	income	NOUN
economy-549	149	26	can	can	AUX
economy-549	149	27	be	be	AUX
economy-549	149	28	increased	increase	VERB
economy-549	149	29	as	as	ADV
economy-549	149	30	much	much	ADV
economy-549	149	31	as	as	ADP
economy-549	149	32	41.17	41.17	NUM
economy-549	149	33	%	%	NOUN
economy-549	149	34	.	.	PUNCT
economy-549	150	1	the	the	DET
economy-549	150	2	median	median	ADJ
economy-549	150	3	income	income	NOUN
economy-549	150	4	of	of	ADP
economy-549	150	5	is	be	AUX
economy-549	150	6	legislators	legislator	NOUN
economy-549	150	7	,	,	PUNCT
economy-549	150	8	senior	senior	ADJ
economy-549	150	9	officials	official	NOUN
economy-549	150	10	or	or	CCONJ
economy-549	150	11	managers	manager	NOUN
economy-549	150	12	is	be	AUX
economy-549	150	13	at	at	ADP
economy-549	150	14	the	the	DET
economy-549	150	15	highest	high	ADJ
economy-549	150	16	level	level	NOUN
economy-549	150	17	in	in	ADP
economy-549	150	18	punjab	punjab	NOUN
economy-549	150	19	.	.	PUNCT
economy-549	151	1	now	now	ADV
economy-549	151	2	we	we	PRON
economy-549	151	3	elaborate	elaborate	VERB
economy-549	151	4	the	the	DET
economy-549	151	5	results	result	NOUN
economy-549	151	6	of	of	ADP
economy-549	151	7	the	the	DET
economy-549	151	8	estimated	estimate	VERB
economy-549	151	9	median	median	ADJ
economy-549	151	10	regression	regression	NOUN
economy-549	151	11	model	model	NOUN
economy-549	151	12	with	with	ADP
economy-549	151	13	the	the	DET
economy-549	151	14	help	help	NOUN
economy-549	151	15	of	of	ADP
economy-549	151	16	hypothetical	hypothetical	ADJ
economy-549	151	17	information	information	NOUN
economy-549	151	18	of	of	ADP
economy-549	151	19	a	a	DET
economy-549	151	20	working	work	VERB
economy-549	151	21	individual	individual	NOUN
economy-549	151	22	of	of	ADP
economy-549	151	23	punjab	punjab	PROPN
economy-549	151	24	.	.	PUNCT
economy-549	152	1	suppose	suppose	VERB
economy-549	152	2	,	,	PUNCT
economy-549	152	3	if	if	SCONJ
economy-549	152	4	we	we	PRON
economy-549	152	5	consider	consider	VERB
economy-549	152	6	a	a	DET
economy-549	152	7	graduate	graduate	NOUN
economy-549	152	8	married	married	ADJ
economy-549	152	9	male	male	NOUN
economy-549	152	10	(	(	PUNCT
economy-549	152	11	e5	e5	NOUN
economy-549	152	12	=	=	PROPN
economy-549	152	13	1	1	NUM
economy-549	152	14	,	,	PUNCT
economy-549	152	15	g	g	PROPN
economy-549	152	16	=	=	PROPN
economy-549	152	17	1	1	NUM
economy-549	152	18	,	,	PUNCT
economy-549	152	19	x3	x3	ADJ
economy-549	152	20	=	=	NOUN
economy-549	152	21	1	1	NUM
economy-549	152	22	)	)	PUNCT
economy-549	152	23	worker	worker	NOUN
economy-549	152	24	of	of	ADP
economy-549	152	25	age	age	NOUN
economy-549	152	26	30	30	NUM
economy-549	152	27	(	(	PUNCT
economy-549	152	28	x1	x1	PROPN
economy-549	152	29	=	=	SYM
economy-549	152	30	30	30	NUM
economy-549	152	31	)	)	PUNCT
economy-549	152	32	who	who	PRON
economy-549	152	33	lives	live	VERB
economy-549	152	34	in	in	ADP
economy-549	152	35	an	an	DET
economy-549	152	36	urban	urban	ADJ
economy-549	152	37	area	area	NOUN
economy-549	152	38	(	(	PUNCT
economy-549	152	39	x2	x2	NOUN
economy-549	152	40	=	=	NOUN
economy-549	152	41	1	1	NUM
economy-549	152	42	)	)	PUNCT
economy-549	152	43	and	and	CCONJ
economy-549	152	44	is	be	AUX
economy-549	152	45	a	a	DET
economy-549	152	46	clerk	clerk	NOUN
economy-549	152	47	(	(	PUNCT
economy-549	152	48	j5	j5	PROPN
economy-549	152	49	=	=	SYM
economy-549	152	50	1	1	NUM
economy-549	152	51	)	)	PUNCT
economy-549	152	52	on	on	ADP
economy-549	152	53	permanent	permanent	ADJ
economy-549	152	54	(	(	PUNCT
economy-549	152	55	j1	j1	NOUN
economy-549	152	56	=	=	SYM
economy-549	152	57	1	1	NUM
economy-549	152	58	)	)	PUNCT
economy-549	152	59	basis	basis	NOUN
economy-549	152	60	.	.	PUNCT
economy-549	153	1	the	the	DET
economy-549	153	2	median	median	ADJ
economy-549	153	3	monthly	monthly	ADJ
economy-549	153	4	income	income	NOUN
economy-549	153	5	of	of	ADP
economy-549	153	6	the	the	DET
economy-549	153	7	persons	person	NOUN
economy-549	153	8	in	in	ADP
economy-549	153	9	punjab	punjab	PROPN
economy-549	153	10	having	have	VERB
economy-549	153	11	such	such	ADJ
economy-549	153	12	characteristics	characteristic	NOUN
economy-549	153	13	can	can	AUX
economy-549	153	14	be	be	AUX
economy-549	153	15	computed	compute	VERB
economy-549	153	16	to	to	PART
economy-549	153	17	be	be	AUX
economy-549	153	18	rs	r	VERB
economy-549	153	19	.	.	PUNCT
economy-549	154	1	11,762	11,762	NUM
economy-549	154	2	.	.	PUNCT
economy-549	155	1	in	in	ADP
economy-549	155	2	other	other	ADJ
economy-549	155	3	words	word	NOUN
economy-549	155	4	,	,	PUNCT
economy-549	155	5	50	50	NUM
economy-549	155	6	%	%	NOUN
economy-549	155	7	of	of	ADP
economy-549	155	8	the	the	DET
economy-549	155	9	male	male	ADJ
economy-549	155	10	workers	worker	NOUN
economy-549	155	11	with	with	ADP
economy-549	155	12	the	the	DET
economy-549	155	13	above	above	ADJ
economy-549	155	14	stated	stated	ADJ
economy-549	155	15	characteristics	characteristic	NOUN
economy-549	155	16	will	will	AUX
economy-549	155	17	have	have	VERB
economy-549	155	18	monthly	monthly	ADJ
economy-549	155	19	income	income	NOUN
economy-549	155	20	more	more	ADJ
economy-549	155	21	than	than	ADP
economy-549	155	22	rs	rs	NOUN
economy-549	155	23	.	.	PUNCT
economy-549	156	1	11,762	11,762	NUM
economy-549	156	2	and	and	CCONJ
economy-549	156	3	50	50	NUM
economy-549	156	4	%	%	NOUN
economy-549	156	5	less	less	ADJ
economy-549	156	6	than	than	ADP
economy-549	156	7	this	this	DET
economy-549	156	8	amount	amount	NOUN
economy-549	156	9	.	.	PUNCT
economy-549	157	1	if	if	SCONJ
economy-549	157	2	such	such	ADJ
economy-549	157	3	person	person	NOUN
economy-549	157	4	is	be	AUX
economy-549	157	5	a	a	DET
economy-549	157	6	female	female	NOUN
economy-549	157	7	then	then	ADV
economy-549	157	8	the	the	DET
economy-549	157	9	median	median	ADJ
economy-549	157	10	income	income	NOUN
economy-549	157	11	is	be	AUX
economy-549	157	12	rs	rs	ADJ
economy-549	157	13	.	.	PUNCT
economy-549	158	1	7,368	7,368	NUM
economy-549	158	2	.	.	PUNCT
economy-549	159	1	thus	thus	ADV
economy-549	159	2	,	,	PUNCT
economy-549	159	3	there	there	PRON
economy-549	159	4	is	be	VERB
economy-549	159	5	a	a	DET
economy-549	159	6	gap	gap	NOUN
economy-549	159	7	of	of	ADP
economy-549	159	8	rs	rs	NOUN
economy-549	159	9	.	.	PUNCT
economy-549	159	10	4,394	4,394	NUM
economy-549	159	11	between	between	ADP
economy-549	159	12	the	the	DET
economy-549	159	13	males	male	NOUN
economy-549	159	14	and	and	CCONJ
economy-549	159	15	females	female	NOUN
economy-549	159	16	of	of	ADP
economy-549	159	17	the	the	DET
economy-549	159	18	same	same	ADJ
economy-549	159	19	cadre	cadre	NOUN
economy-549	159	20	and	and	CCONJ
economy-549	159	21	status	status	NOUN
economy-549	159	22	as	as	SCONJ
economy-549	159	23	stated	state	VERB
economy-549	159	24	above	above	ADV
economy-549	159	25	.	.	PUNCT
economy-549	160	1	4	4	X
economy-549	160	2	.	.	X
economy-549	160	3	conclusion	conclusion	NOUN
economy-549	160	4	a	a	DET
economy-549	160	5	data	datum	NOUN
economy-549	160	6	set	set	VERB
economy-549	160	7	of	of	ADP
economy-549	160	8	7,070	7,070	NUM
economy-549	160	9	individuals	individual	NOUN
economy-549	160	10	of	of	ADP
economy-549	160	11	the	the	DET
economy-549	160	12	punjab	punjab	NOUN
economy-549	160	13	,	,	PUNCT
economy-549	160	14	whose	whose	DET
economy-549	160	15	monthly	monthly	ADJ
economy-549	160	16	incomes	income	NOUN
economy-549	160	17	are	be	AUX
economy-549	160	18	given	give	VERB
economy-549	160	19	in	in	ADP
economy-549	160	20	plfs	plfs	NOUN
economy-549	160	21	(	(	PUNCT
economy-549	160	22	2008	2008	NUM
economy-549	160	23	-	-	SYM
economy-549	160	24	09	09	NUM
economy-549	160	25	)	)	PUNCT
economy-549	160	26	is	be	AUX
economy-549	160	27	considered	consider	VERB
economy-549	160	28	.	.	PUNCT
economy-549	161	1	in	in	ADP
economy-549	161	2	addition	addition	NOUN
economy-549	161	3	to	to	ADP
economy-549	161	4	income	income	NOUN
economy-549	161	5	,	,	PUNCT
economy-549	161	6	several	several	ADJ
economy-549	161	7	other	other	ADJ
economy-549	161	8	variables	variable	NOUN
economy-549	161	9	are	be	AUX
economy-549	161	10	included	include	VERB
economy-549	161	11	in	in	ADP
economy-549	161	12	the	the	DET
economy-549	161	13	study	study	NOUN
economy-549	161	14	whose	whose	DET
economy-549	161	15	impacts	impact	NOUN
economy-549	161	16	are	be	AUX
economy-549	161	17	being	be	AUX
economy-549	161	18	measured	measure	VERB
economy-549	161	19	on	on	ADP
economy-549	161	20	the	the	DET
economy-549	161	21	monthly	monthly	ADJ
economy-549	161	22	income	income	NOUN
economy-549	161	23	.	.	PUNCT
economy-549	162	1	these	these	DET
economy-549	162	2	covariates	covariate	NOUN
economy-549	162	3	are	be	AUX
economy-549	162	4	gender	gender	NOUN
economy-549	162	5	,	,	PUNCT
economy-549	162	6	age	age	NOUN
economy-549	162	7	,	,	PUNCT
economy-549	162	8	marital	marital	ADJ
economy-549	162	9	status	status	NOUN
economy-549	162	10	,	,	PUNCT
economy-549	162	11	education	education	NOUN
economy-549	162	12	level	level	NOUN
economy-549	162	13	and	and	CCONJ
economy-549	162	14	job	job	NOUN
economy-549	162	15	status	status	NOUN
economy-549	162	16	etc	etc	X
economy-549	162	17	.	.	X
economy-549	163	1	it	it	PRON
economy-549	163	2	is	be	AUX
economy-549	163	3	found	find	VERB
economy-549	163	4	that	that	SCONJ
economy-549	163	5	the	the	DET
economy-549	163	6	female	female	ADJ
economy-549	163	7	labour	labour	NOUN
economy-549	163	8	force	force	NOUN
economy-549	163	9	participation	participation	NOUN
economy-549	163	10	is	be	AUX
economy-549	163	11	very	very	ADV
economy-549	163	12	low	low	ADJ
economy-549	163	13	(	(	PUNCT
economy-549	163	14	14.60	14.60	NUM
economy-549	163	15	%	%	NOUN
economy-549	163	16	)	)	PUNCT
economy-549	163	17	in	in	ADP
economy-549	163	18	punjab	punjab	NOUN
economy-549	163	19	.	.	PUNCT
economy-549	164	1	more	more	ADJ
economy-549	164	2	than	than	ADP
economy-549	164	3	75	75	NUM
economy-549	164	4	%	%	NOUN
economy-549	164	5	of	of	ADP
economy-549	164	6	the	the	DET
economy-549	164	7	working	work	VERB
economy-549	164	8	class	class	NOUN
economy-549	164	9	is	be	AUX
economy-549	164	10	literate	literate	ADJ
economy-549	164	11	68.57	68.57	NUM
economy-549	164	12	%	%	NOUN
economy-549	164	13	belongs	belong	VERB
economy-549	164	14	to	to	ADP
economy-549	164	15	the	the	DET
economy-549	164	16	urban	urban	ADJ
economy-549	164	17	areas	area	NOUN
economy-549	164	18	.	.	PUNCT
economy-549	165	1	majority	majority	NOUN
economy-549	165	2	of	of	ADP
economy-549	165	3	the	the	DET
economy-549	165	4	employers	employer	NOUN
economy-549	165	5	do	do	AUX
economy-549	165	6	not	not	PART
economy-549	165	7	have	have	VERB
economy-549	165	8	permanent	permanent	ADJ
economy-549	165	9	jobs	job	NOUN
economy-549	165	10	.	.	PUNCT
economy-549	166	1	the	the	DET
economy-549	166	2	average	average	ADJ
economy-549	166	3	monthly	monthly	ADJ
economy-549	166	4	income	income	NOUN
economy-549	166	5	is	be	AUX
economy-549	166	6	reported	report	VERB
economy-549	166	7	to	to	PART
economy-549	166	8	be	be	AUX
economy-549	166	9	rs	rs	ADJ
economy-549	166	10	.	.	PUNCT
economy-549	167	1	8,293.72	8,293.72	NUM
economy-549	167	2	.	.	PUNCT
economy-549	168	1	moreover	moreover	ADV
economy-549	168	2	,	,	PUNCT
economy-549	168	3	50	50	NUM
economy-549	168	4	%	%	NOUN
economy-549	168	5	of	of	ADP
economy-549	168	6	the	the	DET
economy-549	168	7	employees	employee	NOUN
economy-549	168	8	in	in	ADP
economy-549	168	9	punjab	punjab	PROPN
economy-549	168	10	earn	earn	VERB
economy-549	168	11	less	less	ADJ
economy-549	168	12	than	than	ADP
economy-549	168	13	rs	rs	NOUN
economy-549	168	14	.	.	PUNCT
economy-549	169	1	6,000	6,000	NUM
economy-549	169	2	per	per	ADP
economy-549	169	3	month	month	NOUN
economy-549	169	4	according	accord	VERB
economy-549	169	5	to	to	ADP
economy-549	169	6	the	the	DET
economy-549	169	7	information	information	NOUN
economy-549	169	8	available	available	ADJ
economy-549	169	9	in	in	ADP
economy-549	169	10	plfs	plfs	PROPN
economy-549	169	11	(	(	PUNCT
economy-549	169	12	2008	2008	NUM
economy-549	169	13	-	-	SYM
economy-549	169	14	9	9	NUM
economy-549	169	15	)	)	PUNCT
economy-549	169	16	.	.	PUNCT
economy-549	170	1	similarly	similarly	ADV
economy-549	170	2	,	,	PUNCT
economy-549	170	3	from	from	ADP
economy-549	170	4	the	the	DET
economy-549	170	5	distribution	distribution	NOUN
economy-549	170	6	of	of	ADP
economy-549	170	7	income	income	NOUN
economy-549	170	8	,	,	PUNCT
economy-549	170	9	it	it	PRON
economy-549	170	10	is	be	AUX
economy-549	170	11	depicted	depict	VERB
economy-549	170	12	that	that	SCONJ
economy-549	170	13	a	a	DET
economy-549	170	14	huge	huge	ADJ
economy-549	170	15	working	working	NOUN
economy-549	170	16	class	class	NOUN
economy-549	170	17	has	have	VERB
economy-549	170	18	low	low	ADJ
economy-549	170	19	income	income	NOUN
economy-549	170	20	.	.	PUNCT
economy-549	171	1	the	the	DET
economy-549	171	2	average	average	ADJ
economy-549	171	3	monthly	monthly	ADJ
economy-549	171	4	income	income	NOUN
economy-549	171	5	of	of	ADP
economy-549	171	6	males	male	NOUN
economy-549	171	7	and	and	CCONJ
economy-549	171	8	females	female	NOUN
economy-549	171	9	are	be	AUX
economy-549	171	10	reported	report	VERB
economy-549	171	11	to	to	PART
economy-549	171	12	be	be	AUX
economy-549	171	13	rs	rs	ADJ
economy-549	171	14	.	.	PUNCT
economy-549	172	1	8,554	8,554	NUM
economy-549	172	2	and	and	CCONJ
economy-549	172	3	rs	rs	NOUN
economy-549	172	4	.	.	PUNCT
economy-549	172	5	6,770	6,770	NUM
economy-549	172	6	,	,	PUNCT
economy-549	172	7	respectively	respectively	ADV
economy-549	172	8	(	(	PUNCT
economy-549	172	9	using	use	VERB
economy-549	172	10	plfs	plfs	NOUN
economy-549	172	11	2008	2008	NUM
economy-549	172	12	-	-	SYM
economy-549	172	13	9	9	NUM
economy-549	172	14	)	)	PUNCT
economy-549	172	15	.	.	PUNCT
economy-549	173	1	the	the	DET
economy-549	173	2	males	male	NOUN
economy-549	173	3	tend	tend	VERB
economy-549	173	4	to	to	PART
economy-549	173	5	earn	earn	VERB
economy-549	173	6	rs	r	NOUN
economy-549	173	7	.	.	PUNCT
economy-549	174	1	1,784	1,784	NUM
economy-549	174	2	more	more	ADJ
economy-549	174	3	income	income	NOUN
economy-549	174	4	,	,	PUNCT
economy-549	174	5	on	on	ADP
economy-549	174	6	average	average	ADJ
economy-549	174	7	,	,	PUNCT
economy-549	174	8	as	as	SCONJ
economy-549	174	9	compared	compare	VERB
economy-549	174	10	to	to	ADP
economy-549	174	11	their	their	PRON
economy-549	174	12	female	female	ADJ
economy-549	174	13	counterparts	counterpart	NOUN
economy-549	174	14	in	in	ADP
economy-549	174	15	punjab	punjab	PROPN
economy-549	174	16	.	.	PUNCT
economy-549	175	1	the	the	DET
economy-549	175	2	median	median	ADJ
economy-549	175	3	regression	regression	NOUN
economy-549	175	4	analysis	analysis	NOUN
economy-549	175	5	has	have	VERB
economy-549	175	6	the	the	DET
economy-549	175	7	following	follow	VERB
economy-549	175	8	main	main	ADJ
economy-549	175	9	findings	finding	NOUN
economy-549	175	10	:	:	PUNCT
economy-549	175	11	a	a	X
economy-549	175	12	)	)	PUNCT
economy-549	175	13	a	a	DET
economy-549	175	14	male	male	NOUN
economy-549	175	15	can	can	AUX
economy-549	175	16	increase	increase	VERB
economy-549	175	17	46.77	46.77	NUM
economy-549	175	18	%	%	NOUN
economy-549	175	19	in	in	ADP
economy-549	175	20	the	the	DET
economy-549	175	21	median	median	ADJ
economy-549	175	22	monthly	monthly	ADJ
economy-549	175	23	income	income	NOUN
economy-549	175	24	as	as	ADP
economy-549	175	25	compared	compare	VERB
economy-549	175	26	to	to	ADP
economy-549	175	27	working	work	VERB
economy-549	175	28	female	female	NOUN
economy-549	175	29	in	in	ADP
economy-549	175	30	punjab	punjab	ADJ
economy-549	175	31	;	;	PUNCT
economy-549	175	32	b	b	X
economy-549	175	33	)	)	PUNCT
economy-549	175	34	the	the	DET
economy-549	175	35	factor	factor	NOUN
economy-549	175	36	of	of	ADP
economy-549	175	37	marriage	marriage	NOUN
economy-549	175	38	increases	increase	VERB
economy-549	175	39	9.53	9.53	NUM
economy-549	175	40	%	%	NOUN
economy-549	175	41	in	in	ADP
economy-549	175	42	the	the	DET
economy-549	175	43	monthly	monthly	ADJ
economy-549	175	44	income	income	NOUN
economy-549	175	45	;	;	PUNCT
economy-549	175	46	c	c	X
economy-549	175	47	)	)	PUNCT
economy-549	175	48	the	the	DET
economy-549	175	49	people	people	NOUN
economy-549	175	50	with	with	ADP
economy-549	175	51	urban	urban	ADJ
economy-549	175	52	origin	origin	NOUN
economy-549	175	53	can	can	AUX
economy-549	175	54	earn	earn	VERB
economy-549	175	55	9.87	9.87	NUM
economy-549	175	56	%	%	NOUN
economy-549	175	57	more	more	ADJ
economy-549	175	58	;	;	PUNCT
economy-549	175	59	d	d	X
economy-549	175	60	)	)	PUNCT
economy-549	175	61	permanent	permanent	ADJ
economy-549	175	62	job	job	NOUN
economy-549	175	63	is	be	AUX
economy-549	175	64	prime	prime	ADJ
economy-549	175	65	factor	factor	NOUN
economy-549	175	66	in	in	ADP
economy-549	175	67	the	the	DET
economy-549	175	68	increase	increase	NOUN
economy-549	175	69	of	of	ADP
economy-549	175	70	income	income	NOUN
economy-549	175	71	.	.	PUNCT
economy-549	176	1	table-3.the	table-3.the	DET
economy-549	176	2	median	median	ADJ
economy-549	176	3	regression	regression	NOUN
economy-549	176	4	estimates	estimate	VERB
economy-549	176	5	variable	variable	ADJ
economy-549	176	6	coef	coef	PROPN
economy-549	176	7	.	.	PUNCT
economy-549	177	1	std	std	NOUN
economy-549	177	2	.	.	PUNCT
economy-549	178	1	err	err	PROPN
economy-549	178	2	.	.	PUNCT
economy-549	179	1	t	t	PROPN
economy-549	179	2	p	p	NOUN
economy-549	179	3	-	-	PUNCT
economy-549	179	4	value	value	NOUN
economy-549	179	5	[	[	X
economy-549	179	6	95	95	NUM
economy-549	179	7	%	%	NOUN
economy-549	179	8	conf	conf	NOUN
economy-549	179	9	.	.	PUNCT
economy-549	180	1	interval	interval	NOUN
economy-549	180	2	]	]	PUNCT
economy-549	180	3	constant	constant	ADJ
economy-549	180	4	7.1111	7.1111	NUM
economy-549	180	5	0.03821	0.03821	NUM
economy-549	180	6	186.10	186.10	NUM
economy-549	180	7	0.0000	0.0000	NUM
economy-549	180	8	7.0362	7.0362	NUM
economy-549	180	9	7.1860	7.1860	NUM
economy-549	180	10	age	age	NOUN
economy-549	180	11	0.0097	0.0097	NUM
economy-549	180	12	0.0007	0.0007	NUM
economy-549	180	13	13.89	13.89	NUM
economy-549	180	14	0.0000	0.0000	NUM
economy-549	180	15	0.0083	0.0083	NUM
economy-549	180	16	0.0111	0.0111	NUM
economy-549	180	17	gender	gender	NOUN
economy-549	180	18	0.4677	0.4677	NUM
economy-549	180	19	0.0207	0.0207	NUM
economy-549	180	20	22.60	22.60	NUM
economy-549	180	21	0.0000	0.0000	NUM
economy-549	180	22	0.4272	0.4272	NUM
economy-549	180	23	0.5083	0.5083	NUM
economy-549	180	24	marital	marital	ADJ
economy-549	180	25	status	status	NOUN
economy-549	180	26	0.0953	0.0953	NUM
economy-549	180	27	0.0185	0.0185	NUM
economy-549	180	28	5.15	5.15	NUM
economy-549	180	29	0.0000	0.0000	NUM
economy-549	180	30	0.0590	0.0590	NUM
economy-549	180	31	0.1315	0.1315	NUM
economy-549	180	32	area	area	NOUN
economy-549	180	33	0.0987	0.0987	NUM
economy-549	180	34	0.0146	0.0146	NUM
economy-549	180	35	6.76	6.76	NUM
economy-549	180	36	0.0000	0.0000	NUM
economy-549	180	37	0.0701	0.0701	NUM
economy-549	180	38	0.1274	0.1274	NUM
economy-549	180	39	primary	primary	ADJ
economy-549	180	40	0.1135	0.1135	NUM
economy-549	180	41	0.0488	0.0488	NUM
economy-549	180	42	2.33	2.33	NUM
economy-549	180	43	0.0296	0.0296	NUM
economy-549	180	44	0.0179	0.0179	NUM
economy-549	180	45	0.2092	0.2092	NUM
economy-549	180	46	middle	middle	ADJ
economy-549	180	47	0.1758	0.1758	NUM
economy-549	180	48	0.0525	0.0525	NUM
economy-549	180	49	3.35	3.35	NUM
economy-549	180	50	0.0029	0.0029	NUM
economy-549	180	51	0.0729	0.0729	NUM
economy-549	180	52	0.2787	0.2787	NUM
economy-549	180	53	matriculation	matriculation	NOUN
economy-549	180	54	0.2768	0.2768	NUM
economy-549	180	55	0.0521	0.0521	NUM
economy-549	180	56	5.31	5.31	NUM
economy-549	180	57	0.0000	0.0000	NUM
economy-549	180	58	0.1747	0.1747	NUM
economy-549	180	59	0.3789	0.3789	NUM
economy-549	180	60	intermediate	intermediate	ADJ
economy-549	180	61	0.4510	0.4510	NUM
economy-549	180	62	0.0553	0.0553	NUM
economy-549	180	63	8.15	8.15	NUM
economy-549	180	64	0.0000	0.0000	NUM
economy-549	180	65	0.3426	0.3426	NUM
economy-549	180	66	0.5593	0.5593	NUM
economy-549	180	67	prof	prof	NOUN
economy-549	180	68	.	.	PUNCT
economy-549	180	69	degree	degree	NOUN
economy-549	180	70	1.0322	1.0322	NUM
economy-549	180	71	0.0682	0.0682	NUM
economy-549	180	72	15.13	15.13	NUM
economy-549	180	73	0.0000	0.0000	NUM
economy-549	180	74	0.8985	0.8985	NUM
economy-549	180	75	1.1659	1.1659	NUM
economy-549	180	76	graduation	graduation	NOUN
economy-549	180	77	0.5280	0.5280	NUM
economy-549	180	78	0.0316	0.0316	NUM
economy-549	180	79	16.71	16.71	NUM
economy-549	180	80	0.0000	0.0000	NUM
economy-549	180	81	0.4661	0.4661	NUM
economy-549	180	82	0.5899	0.5899	NUM
economy-549	180	83	post	post	NOUN
economy-549	180	84	graduation	graduation	NOUN
economy-549	180	85	0.8989	0.8989	NUM
economy-549	180	86	0.0364	0.0364	NUM
economy-549	180	87	24.69	24.69	NUM
economy-549	180	88	0.0000	0.0000	NUM
economy-549	180	89	0.8275	0.8275	NUM
economy-549	180	90	0.9702	0.9702	NUM
economy-549	180	91	training	train	VERB
economy-549	180	92	0.0634	0.0634	NUM
economy-549	180	93	0.0206	0.0206	NUM
economy-549	180	94	3.08	3.08	NUM
economy-549	180	95	0.0055	0.0055	NUM
economy-549	180	96	0.0230	0.0230	NUM
economy-549	180	97	0.1037	0.1037	NUM
economy-549	180	98	job	job	NOUN
economy-549	180	99	status	status	NOUN
economy-549	180	100	0.4117	0.4117	NUM
economy-549	180	101	0.0165	0.0165	NUM
economy-549	180	102	24.95	24.95	NUM
economy-549	180	103	0.0000	0.0000	NUM
economy-549	180	104	0.3794	0.3794	NUM
economy-549	180	105	0.4440	0.4440	NUM
economy-549	180	106	lsom	lsom	NOUN
economy-549	180	107	0.7308	0.7308	NUM
economy-549	180	108	0.0369	0.0369	NUM
economy-549	180	109	19.80	19.80	NUM
economy-549	180	110	0.0000	0.0000	NUM
economy-549	180	111	0.6584	0.6584	NUM
economy-549	180	112	0.8031	0.8031	NUM
economy-549	180	113	professional	professional	ADJ
economy-549	180	114	0.4715	0.4715	NUM
economy-549	180	115	0.0376	0.0376	NUM
economy-549	180	116	12.54	12.54	NUM
economy-549	180	117	0.0000	0.0000	NUM
economy-549	180	118	0.3978	0.3978	NUM
economy-549	180	119	0.5452	0.5452	NUM
economy-549	180	120	tasp	tasp	NOUN
economy-549	180	121	0.2965	0.2965	NUM
economy-549	180	122	0.0322	0.0322	NUM
economy-549	180	123	9.21	9.21	NUM
economy-549	180	124	0.0000	0.0000	NUM
economy-549	180	125	0.2334	0.2334	NUM
economy-549	180	126	0.3596	0.3596	NUM
economy-549	180	127	clerk	clerk	NOUN
economy-549	180	128	0.3685	0.3685	NUM
economy-549	180	129	0.0372	0.0372	NUM
economy-549	180	130	9.91	9.91	NUM
economy-549	180	131	0.0000	0.0000	NUM
economy-549	180	132	0.2956	0.2956	NUM
economy-549	180	133	0.4414	0.4414	NUM
economy-549	180	134	swsmsw	swsmsw	NOUN
economy-549	180	135	0.3087	0.3087	NUM
economy-549	180	136	0.0287	0.0287	NUM
economy-549	180	137	10.75	10.75	NUM
economy-549	180	138	0.0000	0.0000	NUM
economy-549	180	139	0.2524	0.2524	NUM
economy-549	180	140	0.3649	0.3649	NUM
economy-549	180	141	safw	safw	ADJ
economy-549	180	142	0.2601	0.2601	NUM
economy-549	180	143	0.0541	0.0541	NUM
economy-549	180	144	4.81	4.81	NUM
economy-549	180	145	0.0001	0.0001	NUM
economy-549	180	146	0.1540	0.1540	NUM
economy-549	180	147	0.3661	0.3661	NUM
economy-549	180	148	ctw	ctw	ADJ
economy-549	180	149	0.3977	0.3977	NUM
economy-549	180	150	0.0238	0.0238	NUM
economy-549	180	151	16.71	16.71	NUM
economy-549	180	152	0.0000	0.0000	NUM
economy-549	180	153	0.3510	0.3510	NUM
economy-549	180	154	0.4443	0.4443	NUM
economy-549	180	155	pmoa	pmoa	NOUN
economy-549	180	156	0.4673	0.4673	NUM
economy-549	180	157	0.0305	0.0305	NUM
economy-549	180	158	15.32	15.32	NUM
economy-549	180	159	0.0000	0.0000	NUM
economy-549	180	160	0.4075	0.4075	NUM
economy-549	180	161	0.5270	0.5270	NUM
economy-549	180	162	eo	eo	NOUN
economy-549	180	163	0.2705	0.2705	NUM
economy-549	180	164	0.0238	0.0238	NUM
economy-549	180	165	11.36	11.36	NUM
economy-549	180	166	0.0000	0.0000	NUM
economy-549	180	167	0.2238	0.2238	NUM
economy-549	180	168	0.3171	0.3171	NUM
economy-549	180	169	economy	economy	NOUN
economy-549	180	170	,	,	PUNCT
economy-549	180	171	2014	2014	NUM
economy-549	180	172	,	,	PUNCT
economy-549	180	173	1(1	1(1	NUM
economy-549	180	174	):	):	PUNCT
economy-549	180	175	15	15	NUM
economy-549	180	176	-	-	SYM
economy-549	180	177	19	19	NUM
economy-549	180	178	19	19	NUM
economy-549	180	179	references	reference	NOUN
economy-549	180	180	ahmad	ahmad	PROPN
economy-549	180	181	,	,	PUNCT
economy-549	180	182	m.	m.	NOUN
economy-549	180	183	,	,	PUNCT
economy-549	180	184	2000	2000	NUM
economy-549	180	185	.	.	PUNCT
economy-549	181	1	estimation	estimation	NOUN
economy-549	181	2	of	of	ADP
economy-549	181	3	distribution	distribution	NOUN
economy-549	181	4	of	of	ADP
economy-549	181	5	income	income	NOUN
economy-549	181	6	in	in	ADP
economy-549	181	7	pakistan	pakistan	PROPN
economy-549	181	8	,	,	PUNCT
economy-549	181	9	using	use	VERB
economy-549	181	10	micro	micro	PROPN
economy-549	181	11	data	data	PROPN
economy-549	181	12	.	.	PUNCT
economy-549	182	1	the	the	DET
economy-549	182	2	pakistan	pakistan	PROPN
economy-549	182	3	development	development	PROPN
economy-549	182	4	review	review	PROPN
economy-549	182	5	,	,	PUNCT
economy-549	182	6	39(4	39(4	NUM
economy-549	182	7	):	):	PUNCT
economy-549	182	8	807	807	NUM
economy-549	182	9	-	-	SYM
economy-549	182	10	824	824	NUM
economy-549	182	11	.	.	PUNCT
economy-549	183	1	ali	ali	PROPN
economy-549	183	2	,	,	PUNCT
economy-549	183	3	s.s	s.s	PROPN
economy-549	183	4	.	.	PROPN
economy-549	183	5	,	,	PUNCT
economy-549	183	6	s.	s.	PROPN
economy-549	183	7	tahir	tahir	PROPN
economy-549	183	8	and	and	CCONJ
economy-549	183	9	g.m	g.m	PROPN
economy-549	183	10	.	.	PROPN
economy-549	183	11	arif	arif	PROPN
economy-549	183	12	,	,	PUNCT
economy-549	183	13	1999	1999	NUM
economy-549	183	14	.	.	PUNCT
economy-549	184	1	dynamics	dynamic	NOUN
economy-549	184	2	of	of	ADP
economy-549	184	3	growth	growth	NOUN
economy-549	184	4	,	,	PUNCT
economy-549	184	5	poverty	poverty	NOUN
economy-549	184	6	,	,	PUNCT
economy-549	184	7	and	and	CCONJ
economy-549	184	8	inequality	inequality	NOUN
economy-549	184	9	in	in	ADP
economy-549	184	10	pakistan	pakistan	PROPN
economy-549	184	11	.	.	PUNCT
economy-549	185	1	the	the	DET
economy-549	185	2	pakistan	pakistan	PROPN
economy-549	185	3	development	development	PROPN
economy-549	185	4	review	review	PROPN
economy-549	185	5	,	,	PUNCT
economy-549	185	6	38(4	38(4	NUM
economy-549	185	7	):	):	PUNCT
economy-549	185	8	837	837	NUM
economy-549	185	9	-	-	SYM
economy-549	185	10	858	858	NUM
economy-549	185	11	.	.	PUNCT
economy-549	186	1	aslam	aslam	PROPN
economy-549	186	2	,	,	PUNCT
economy-549	186	3	m.	m.	NOUN
economy-549	186	4	,	,	PUNCT
economy-549	186	5	a.	a.	PROPN
economy-549	186	6	saeed	saeed	PROPN
economy-549	186	7	,	,	PUNCT
economy-549	186	8	g.r	g.r	PROPN
economy-549	186	9	.	.	PUNCT
economy-549	186	10	pasha	pasha	PROPN
economy-549	186	11	and	and	CCONJ
economy-549	186	12	s.	s.	PROPN
economy-549	186	13	altaf	altaf	PROPN
economy-549	186	14	,	,	PUNCT
economy-549	186	15	2010	2010	NUM
economy-549	186	16	.	.	PUNCT
economy-549	187	1	median	median	ADJ
economy-549	187	2	regression	regression	NOUN
economy-549	187	3	analysis	analysis	NOUN
economy-549	187	4	of	of	ADP
economy-549	187	5	body	body	NOUN
economy-549	187	6	mass	mass	NOUN
economy-549	187	7	index	index	NOUN
economy-549	187	8	of	of	ADP
economy-549	187	9	adults	adult	NOUN
economy-549	187	10	in	in	ADP
economy-549	187	11	pakistan	pakistan	PROPN
economy-549	187	12	.	.	PUNCT
economy-549	188	1	pakistan	pakistan	PROPN
economy-549	188	2	journal	journal	PROPN
economy-549	188	3	of	of	ADP
economy-549	188	4	nutrition	nutrition	PROPN
economy-549	188	5	,	,	PUNCT
economy-549	188	6	9(6	9(6	NUM
economy-549	188	7	):	):	PUNCT
economy-549	188	8	611	611	NUM
economy-549	188	9	-	-	SYM
economy-549	188	10	615	615	NUM
economy-549	188	11	.	.	PUNCT
economy-549	189	1	buchinsky	buchinsky	PROPN
economy-549	189	2	,	,	PUNCT
economy-549	189	3	m.	m.	NOUN
economy-549	189	4	,	,	PUNCT
economy-549	189	5	1997	1997	NUM
economy-549	189	6	.	.	PUNCT
economy-549	190	1	changes	change	NOUN
economy-549	190	2	in	in	ADP
economy-549	190	3	the	the	DET
economy-549	190	4	u.s	u.s	PROPN
economy-549	190	5	.	.	PROPN
economy-549	190	6	wage	wage	NOUN
economy-549	190	7	structure	structure	NOUN
economy-549	190	8	1963	1963	NUM
economy-549	190	9	-	-	SYM
economy-549	190	10	1987	1987	NUM
economy-549	190	11	:	:	PUNCT
economy-549	190	12	application	application	NOUN
economy-549	190	13	of	of	ADP
economy-549	190	14	quantile	quantile	ADJ
economy-549	190	15	regression	regression	NOUN
economy-549	190	16	.	.	PUNCT
economy-549	191	1	econometrica	econometrica	PROPN
economy-549	191	2	,	,	PUNCT
economy-549	191	3	62(2	62(2	NUM
economy-549	191	4	):	):	PUNCT
economy-549	191	5	405	405	NUM
economy-549	191	6	-	-	SYM
economy-549	191	7	458	458	NUM
economy-549	191	8	.	.	PUNCT
economy-549	192	1	buhai	buhai	PROPN
economy-549	192	2	,	,	PUNCT
economy-549	192	3	s.	s.	PROPN
economy-549	192	4	,	,	PUNCT
economy-549	192	5	2004	2004	NUM
economy-549	192	6	.	.	PUNCT
economy-549	193	1	quantile	quantile	ADJ
economy-549	193	2	regression	regression	NOUN
economy-549	193	3	:	:	PUNCT
economy-549	193	4	overview	overview	NOUN
economy-549	193	5	and	and	CCONJ
economy-549	193	6	selected	select	VERB
economy-549	193	7	applications	application	NOUN
economy-549	193	8	.	.	PUNCT
economy-549	194	1	rotterdam	rotterdam	NOUN
economy-549	194	2	:	:	PUNCT
economy-549	194	3	tinbergen	tinbergen	PROPN
economy-549	194	4	institute	institute	PROPN
economy-549	194	5	and	and	CCONJ
economy-549	194	6	erasmus	erasmus	PROPN
economy-549	194	7	university	university	PROPN
economy-549	194	8	.	.	PUNCT
economy-549	195	1	cheema	cheema	PROPN
economy-549	195	2	,	,	PUNCT
economy-549	195	3	a.r	a.r	PROPN
economy-549	195	4	.	.	PROPN
economy-549	195	5	and	and	CCONJ
economy-549	195	6	m.h	m.h	PROPN
economy-549	195	7	.	.	PROPN
economy-549	195	8	sial	sial	PROPN
economy-549	195	9	,	,	PUNCT
economy-549	195	10	2012	2012	NUM
economy-549	195	11	.	.	PUNCT
economy-549	196	1	poverty	poverty	NOUN
economy-549	196	2	,	,	PUNCT
economy-549	196	3	income	income	NOUN
economy-549	196	4	inequality	inequality	NOUN
economy-549	196	5	,	,	PUNCT
economy-549	196	6	and	and	CCONJ
economy-549	196	7	growth	growth	NOUN
economy-549	196	8	in	in	ADP
economy-549	196	9	pakistan	pakistan	PROPN
economy-549	196	10	:	:	PUNCT
economy-549	196	11	a	a	DET
economy-549	196	12	pooled	pool	VERB
economy-549	196	13	regression	regression	NOUN
economy-549	196	14	analysis	analysis	NOUN
economy-549	196	15	.	.	PUNCT
economy-549	197	1	the	the	DET
economy-549	197	2	lahore	lahore	PROPN
economy-549	197	3	journal	journal	PROPN
economy-549	197	4	of	of	ADP
economy-549	197	5	economics	economic	NOUN
economy-549	197	6	,	,	PUNCT
economy-549	197	7	17(2	17(2	NUM
economy-549	197	8	):	):	PUNCT
economy-549	197	9	137–157	137–157	NUM
economy-549	197	10	.	.	PUNCT
economy-549	198	1	chen	chen	PROPN
economy-549	198	2	,	,	PUNCT
economy-549	198	3	c.	c.	PROPN
economy-549	198	4	and	and	CCONJ
economy-549	198	5	y.	y.	PROPN
economy-549	198	6	wei	wei	PROPN
economy-549	198	7	,	,	PUNCT
economy-549	198	8	2005	2005	NUM
economy-549	198	9	.	.	PUNCT
economy-549	199	1	computational	computational	ADJ
economy-549	199	2	issues	issue	NOUN
economy-549	199	3	on	on	ADP
economy-549	199	4	quantile	quantile	ADJ
economy-549	199	5	regression	regression	NOUN
economy-549	199	6	.	.	PUNCT
economy-549	200	1	sankhya	sankhya	PROPN
economy-549	200	2	,	,	PUNCT
economy-549	200	3	67(2	67(2	NUM
economy-549	200	4	):	):	PUNCT
economy-549	200	5	399	399	NUM
economy-549	200	6	-	-	SYM
economy-549	200	7	417	417	NUM
economy-549	200	8	.	.	PUNCT
economy-549	201	1	falaris	falaris	PROPN
economy-549	201	2	,	,	PUNCT
economy-549	201	3	e.m	e.m	PROPN
economy-549	201	4	.	.	PROPN
economy-549	201	5	,	,	PUNCT
economy-549	201	6	2003	2003	NUM
economy-549	201	7	.	.	PUNCT
economy-549	202	1	a	a	DET
economy-549	202	2	quantile	quantile	ADJ
economy-549	202	3	regression	regression	NOUN
economy-549	202	4	analysis	analysis	NOUN
economy-549	202	5	of	of	ADP
economy-549	202	6	wages	wage	NOUN
economy-549	202	7	in	in	ADP
economy-549	202	8	panama	panama	PROPN
economy-549	202	9	.	.	PUNCT
economy-549	203	1	department	department	PROPN
economy-549	203	2	of	of	ADP
economy-549	203	3	economics	economic	NOUN
economy-549	203	4	,	,	PUNCT
economy-549	203	5	university	university	NOUN
economy-549	203	6	of	of	ADP
economy-549	203	7	delaware	delaware	PROPN
economy-549	203	8	.	.	PUNCT
economy-549	204	1	(	(	PUNCT
economy-549	204	2	mimeographed	mimeograph	VERB
economy-549	204	3	)	)	PUNCT
economy-549	204	4	.	.	PUNCT
economy-549	205	1	hyder	hyder	NOUN
economy-549	205	2	,	,	PUNCT
economy-549	205	3	a.	a.	NOUN
economy-549	205	4	and	and	CCONJ
economy-549	205	5	b.	b.	PROPN
economy-549	205	6	reilly	reilly	PROPN
economy-549	205	7	,	,	PUNCT
economy-549	205	8	2005	2005	NUM
economy-549	205	9	.	.	PUNCT
economy-549	206	1	the	the	DET
economy-549	206	2	public	public	ADJ
economy-549	206	3	and	and	CCONJ
economy-549	206	4	private	private	ADJ
economy-549	206	5	sector	sector	NOUN
economy-549	206	6	pay	pay	NOUN
economy-549	206	7	gap	gap	NOUN
economy-549	206	8	in	in	ADP
economy-549	206	9	pakistan	pakistan	PROPN
economy-549	206	10	:	:	PUNCT
economy-549	206	11	a	a	DET
economy-549	206	12	quantile	quantile	ADJ
economy-549	206	13	regression	regression	NOUN
economy-549	206	14	analysis	analysis	NOUN
economy-549	206	15	.	.	PUNCT
economy-549	207	1	the	the	DET
economy-549	207	2	pakistan	pakistan	PROPN
economy-549	207	3	development	development	PROPN
economy-549	207	4	review	review	PROPN
economy-549	207	5	,	,	PUNCT
economy-549	207	6	44(3	44(3	NUM
economy-549	207	7	):	):	PUNCT
economy-549	207	8	271–306	271–306	NUM
economy-549	207	9	.	.	PUNCT
economy-549	208	1	koenker	koenker	PROPN
economy-549	208	2	,	,	PUNCT
economy-549	208	3	r.	r.	PROPN
economy-549	208	4	and	and	CCONJ
economy-549	208	5	g.	g.	PROPN
economy-549	208	6	bassett	bassett	PROPN
economy-549	208	7	,	,	PUNCT
economy-549	208	8	1978	1978	NUM
economy-549	208	9	.	.	PUNCT
economy-549	209	1	regression	regression	NOUN
economy-549	209	2	quantiles	quantile	NOUN
economy-549	209	3	.	.	PUNCT
economy-549	210	1	econometrica	econometrica	PROPN
economy-549	210	2	,	,	PUNCT
economy-549	210	3	46(1	46(1	NUM
economy-549	210	4	):	):	PUNCT
economy-549	210	5	33	33	NUM
economy-549	210	6	-	-	SYM
economy-549	210	7	50	50	NUM
economy-549	210	8	.	.	PUNCT
economy-549	211	1	koenker	koenker	PROPN
economy-549	211	2	,	,	PUNCT
economy-549	211	3	r.	r.	PROPN
economy-549	211	4	and	and	CCONJ
economy-549	211	5	k.f	k.f	PROPN
economy-549	211	6	.	.	PROPN
economy-549	211	7	hallock	hallock	PROPN
economy-549	211	8	,	,	PUNCT
economy-549	211	9	2001	2001	NUM
economy-549	211	10	.	.	PUNCT
economy-549	212	1	quantile	quantile	ADJ
economy-549	212	2	regression	regression	NOUN
economy-549	212	3	.	.	PUNCT
economy-549	213	1	journal	journal	NOUN
economy-549	213	2	of	of	ADP
economy-549	213	3	economic	economic	ADJ
economy-549	213	4	perspectives	perspective	NOUN
economy-549	213	5	,	,	PUNCT
economy-549	213	6	15(4	15(4	NUM
economy-549	213	7	):	):	PUNCT
economy-549	213	8	43	43	NUM
economy-549	213	9	-	-	SYM
economy-549	213	10	56	56	NUM
economy-549	213	11	.	.	PUNCT
economy-549	214	1	machado	machado	PROPN
economy-549	214	2	,	,	PUNCT
economy-549	214	3	j.a.f	j.a.f	NOUN
economy-549	214	4	.	.	PUNCT
economy-549	215	1	and	and	CCONJ
economy-549	215	2	m.	m.	PROPN
economy-549	215	3	mata	mata	PROPN
economy-549	215	4	,	,	PUNCT
economy-549	215	5	2005	2005	NUM
economy-549	215	6	.	.	PUNCT
economy-549	216	1	counterfactual	counterfactual	ADJ
economy-549	216	2	decomposition	decomposition	NOUN
economy-549	216	3	of	of	ADP
economy-549	216	4	changes	change	NOUN
economy-549	216	5	in	in	ADP
economy-549	216	6	wage	wage	NOUN
economy-549	216	7	distribution	distribution	NOUN
economy-549	216	8	using	use	VERB
economy-549	216	9	quantile	quantile	ADJ
economy-549	216	10	regression	regression	NOUN
economy-549	216	11	.	.	PUNCT
economy-549	217	1	journal	journal	NOUN
economy-549	217	2	of	of	ADP
economy-549	217	3	applied	applied	ADJ
economy-549	217	4	econometrics	econometric	NOUN
economy-549	217	5	,	,	PUNCT
economy-549	217	6	20(4	20(4	NOUN
economy-549	217	7	):	):	PUNCT
economy-549	217	8	445	445	NUM
economy-549	217	9	-	-	SYM
economy-549	217	10	465	465	NUM
economy-549	217	11	.	.	PUNCT
economy-549	218	1	martins	martin	NOUN
economy-549	218	2	,	,	PUNCT
economy-549	218	3	p.s	p.s	PROPN
economy-549	218	4	.	.	PROPN
economy-549	218	5	and	and	CCONJ
economy-549	218	6	p.t	p.t	PROPN
economy-549	218	7	.	.	PROPN
economy-549	218	8	pereira	pereira	PROPN
economy-549	218	9	,	,	PUNCT
economy-549	218	10	2004	2004	NUM
economy-549	218	11	.	.	PUNCT
economy-549	219	1	does	do	AUX
economy-549	219	2	education	education	NOUN
economy-549	219	3	reduce	reduce	VERB
economy-549	219	4	wage	wage	NOUN
economy-549	219	5	inequality	inequality	NOUN
economy-549	219	6	?	?	PUNCT
economy-549	220	1	quantile	quantile	ADJ
economy-549	220	2	regression	regression	NOUN
economy-549	220	3	evidence	evidence	NOUN
economy-549	220	4	from	from	ADP
economy-549	220	5	16	16	NUM
economy-549	220	6	countries	country	NOUN
economy-549	220	7	.	.	PUNCT
economy-549	221	1	labour	labour	ADJ
economy-549	221	2	economics	economic	NOUN
economy-549	221	3	,	,	PUNCT
economy-549	221	4	11(3	11(3	NUM
economy-549	221	5	):	):	PUNCT
economy-549	221	6	355	355	NUM
economy-549	221	7	-	-	SYM
economy-549	221	8	371	371	NUM
economy-549	221	9	.	.	PUNCT
economy-549	221	10	robbins	robbins	PROPN
economy-549	221	11	,	,	PUNCT
economy-549	221	12	l.	l.	PROPN
economy-549	221	13	,	,	PUNCT
economy-549	221	14	1945	1945	NUM
economy-549	221	15	.	.	PUNCT
economy-549	222	1	an	an	DET
economy-549	222	2	essay	essay	NOUN
economy-549	222	3	on	on	ADP
economy-549	222	4	the	the	DET
economy-549	222	5	nature	nature	NOUN
economy-549	222	6	and	and	CCONJ
economy-549	222	7	significance	significance	NOUN
economy-549	222	8	of	of	ADP
economy-549	222	9	economic	economic	ADJ
economy-549	222	10	science	science	NOUN
economy-549	222	11	.	.	PUNCT
economy-549	223	1	london	london	PROPN
economy-549	223	2	:	:	PUNCT
economy-549	223	3	macmillan	macmillan	PROPN
economy-549	223	4	and	and	CCONJ
economy-549	223	5	co.	co.	PROPN
economy-549	223	6	ltd	ltd	PROPN
economy-549	223	7	.	.	PROPN
economy-549	223	8	sabir	sabir	PROPN
economy-549	223	9	,	,	PUNCT
economy-549	223	10	m.	m.	NOUN
economy-549	223	11	and	and	CCONJ
economy-549	223	12	z.	z.	PROPN
economy-549	223	13	aftab	aftab	PROPN
economy-549	223	14	,	,	PUNCT
economy-549	223	15	2007	2007	NUM
economy-549	223	16	.	.	PUNCT
economy-549	224	1	dynamism	dynamism	NOUN
economy-549	224	2	in	in	ADP
economy-549	224	3	the	the	DET
economy-549	224	4	gender	gender	NOUN
economy-549	224	5	wage	wage	NOUN
economy-549	224	6	gap	gap	NOUN
economy-549	224	7	:	:	PUNCT
economy-549	224	8	evidence	evidence	NOUN
economy-549	224	9	from	from	ADP
economy-549	224	10	pakistan	pakistan	PROPN
economy-549	224	11	.	.	PUNCT
economy-549	225	1	the	the	DET
economy-549	225	2	pakistan	pakistan	PROPN
economy-549	225	3	development	development	PROPN
economy-549	225	4	review	review	PROPN
economy-549	225	5	,	,	PUNCT
economy-549	225	6	46(4	46(4	NUM
economy-549	225	7	):	):	PUNCT
economy-549	225	8	865	865	NUM
economy-549	225	9	-	-	SYM
economy-549	225	10	882	882	NUM
economy-549	225	11	.	.	PUNCT
economy-549	226	1	shahbaz	shahbaz	PROPN
economy-549	226	2	,	,	PUNCT
economy-549	226	3	m.	m.	NOUN
economy-549	226	4	,	,	PUNCT
economy-549	226	5	n.	n.	PROPN
economy-549	226	6	aamir	aamir	PROPN
economy-549	226	7	and	and	CCONJ
economy-549	226	8	m.s	m.s	PROPN
economy-549	226	9	.	.	PROPN
economy-549	226	10	butt	butt	PROPN
economy-549	226	11	,	,	PUNCT
economy-549	226	12	2007	2007	NUM
economy-549	226	13	.	.	PUNCT
economy-549	227	1	rural	rural	ADJ
economy-549	227	2	-	-	PUNCT
economy-549	227	3	urban	urban	ADJ
economy-549	227	4	income	income	NOUN
economy-549	227	5	inequality	inequality	NOUN
economy-549	227	6	under	under	ADP
economy-549	227	7	financial	financial	ADJ
economy-549	227	8	development	development	NOUN
economy-549	227	9	and	and	CCONJ
economy-549	227	10	trade	trade	NOUN
economy-549	227	11	openness	openness	NOUN
economy-549	227	12	in	in	ADP
economy-549	227	13	pakistan	pakistan	PROPN
economy-549	227	14	:	:	PUNCT
economy-549	227	15	the	the	DET
economy-549	227	16	econometric	econometric	ADJ
economy-549	227	17	evidence	evidence	NOUN
economy-549	227	18	.	.	PUNCT
economy-549	228	1	the	the	DET
economy-549	228	2	pakistan	pakistan	PROPN
economy-549	228	3	development	development	PROPN
economy-549	228	4	review	review	PROPN
economy-549	228	5	,	,	PUNCT
economy-549	228	6	46(4	46(4	NUM
economy-549	228	7	):	):	PUNCT
economy-549	228	8	657672	657672	NUM
economy-549	228	9	.	.	PUNCT
economy-549	229	1	tasi	tasi	PROPN
economy-549	229	2	,	,	PUNCT
economy-549	229	3	s.l	s.l	PROPN
economy-549	229	4	.	.	PROPN
economy-549	229	5	and	and	CCONJ
economy-549	229	6	c.m	c.m	PROPN
economy-549	229	7	.	.	PROPN
economy-549	229	8	kuan	kuan	PROPN
economy-549	229	9	,	,	PUNCT
economy-549	229	10	2003	2003	NUM
economy-549	229	11	.	.	PUNCT
economy-549	229	12	assortative	assortative	ADJ
economy-549	229	13	mating	mating	NOUN
economy-549	229	14	and	and	CCONJ
economy-549	229	15	income	income	NOUN
economy-549	229	16	inequality	inequality	NOUN
economy-549	229	17	in	in	ADP
economy-549	229	18	taiwan	taiwan	PROPN
economy-549	229	19	:	:	PUNCT
economy-549	229	20	a	a	DET
economy-549	229	21	quantile	quantile	ADJ
economy-549	229	22	regression	regression	NOUN
economy-549	229	23	approach	approach	NOUN
economy-549	229	24	.	.	PUNCT
economy-549	230	1	conference	conference	NOUN
economy-549	230	2	of	of	ADP
economy-549	230	3	research	research	NOUN
economy-549	230	4	committee	committee	NOUN
economy-549	230	5	on	on	ADP
economy-549	230	6	social	social	ADJ
economy-549	230	7	stratification	stratification	NOUN
economy-549	230	8	and	and	CCONJ
economy-549	230	9	mobility	mobility	NOUN
economy-549	230	10	of	of	ADP
economy-549	230	11	the	the	DET
economy-549	230	12	international	international	ADJ
economy-549	230	13	sociological	sociological	ADJ
economy-549	230	14	association	association	PROPN
economy-549	230	15	.	.	PUNCT
economy-549	231	1	university	university	NOUN
economy-549	231	2	of	of	ADP
economy-549	231	3	tokyo	tokyo	PROPN
economy-549	231	4	,	,	PUNCT
economy-549	231	5	japan	japan	PROPN
economy-549	231	6	.	.	PUNCT
economy-549	232	1	views	view	NOUN
economy-549	232	2	and	and	CCONJ
economy-549	232	3	opinions	opinion	NOUN
economy-549	232	4	expressed	express	VERB
economy-549	232	5	in	in	ADP
economy-549	232	6	this	this	DET
economy-549	232	7	article	article	NOUN
economy-549	232	8	are	be	AUX
economy-549	232	9	the	the	DET
economy-549	232	10	views	view	NOUN
economy-549	232	11	and	and	CCONJ
economy-549	232	12	opinions	opinion	NOUN
economy-549	232	13	of	of	ADP
economy-549	232	14	the	the	DET
economy-549	232	15	authors	author	NOUN
economy-549	232	16	,	,	PUNCT
economy-549	232	17	economy	economy	NOUN
economy-549	232	18	shall	shall	AUX
economy-549	232	19	not	not	PART
economy-549	232	20	be	be	AUX
economy-549	232	21	responsible	responsible	ADJ
economy-549	232	22	or	or	CCONJ
economy-549	232	23	answerable	answerable	ADJ
economy-549	232	24	for	for	ADP
economy-549	232	25	any	any	DET
economy-549	232	26	loss	loss	NOUN
economy-549	232	27	,	,	PUNCT
economy-549	232	28	damage	damage	NOUN
economy-549	232	29	or	or	CCONJ
economy-549	232	30	liability	liability	NOUN
economy-549	232	31	etc	etc	X
economy-549	232	32	.	.	X
economy-549	232	33	caused	cause	VERB
economy-549	232	34	in	in	ADP
economy-549	232	35	relation	relation	NOUN
economy-549	232	36	to	to	PART
economy-549	232	37	/	/	PUNCT
economy-549	232	38	arising	arise	VERB
economy-549	232	39	out	out	ADP
economy-549	232	40	of	of	ADP
economy-549	232	41	the	the	DET
economy-549	232	42	use	use	NOUN
economy-549	232	43	of	of	ADP
economy-549	232	44	the	the	DET
economy-549	232	45	content	content	NOUN
economy-549	232	46	.	.	PUNCT