id	sid	tid	token	lemma	pos
fbem-9280	1	1	frontiers	frontier	NOUN
fbem-9280	1	2	in	in	ADP
fbem-9280	1	3	business	business	NOUN
fbem-9280	1	4	,	,	PUNCT
fbem-9280	1	5	economics	economic	NOUN
fbem-9280	1	6	and	and	CCONJ
fbem-9280	1	7	management	management	NOUN
fbem-9280	1	8	issn	issn	PROPN
fbem-9280	1	9	:	:	PUNCT
fbem-9280	1	10	2766	2766	NUM
fbem-9280	1	11	-	-	PUNCT
fbem-9280	1	12	824x	824x	NUM
fbem-9280	1	13	|	|	ADJ
fbem-9280	1	14	vol	vol	NOUN
fbem-9280	1	15	.	.	PROPN
fbem-9280	2	1	9	9	NUM
fbem-9280	2	2	,	,	PUNCT
fbem-9280	2	3	no	no	INTJ
fbem-9280	2	4	.	.	NOUN
fbem-9280	2	5	2	2	NUM
fbem-9280	2	6	,	,	PUNCT
fbem-9280	2	7	2023	2023	NUM
fbem-9280	2	8	187	187	NUM
fbem-9280	2	9	third‐party	third‐party	NOUN
fbem-9280	2	10	retailer	retailer	NOUN
fbem-9280	2	11	’s	’s	PART
fbem-9280	2	12	lot‐sizing	lot‐size	VERB
fbem-9280	2	13	policy	policy	NOUN
fbem-9280	2	14	under	under	ADP
fbem-9280	2	15	conditions	condition	NOUN
fbem-9280	2	16	of	of	ADP
fbem-9280	2	17	trade	trade	NOUN
fbem-9280	2	18	credit	credit	NOUN
fbem-9280	2	19	,	,	PUNCT
fbem-9280	2	20	uncertain	uncertain	ADJ
fbem-9280	2	21	demand	demand	NOUN
fbem-9280	2	22	and	and	CCONJ
fbem-9280	2	23	asymmetric	asymmetric	ADJ
fbem-9280	2	24	initial	initial	ADJ
fbem-9280	2	25	budget	budget	NOUN
fbem-9280	2	26	information	information	NOUN
fbem-9280	2	27	rui	rui	PROPN
fbem-9280	2	28	liang	liang	PROPN
fbem-9280	2	29	coolpad	coolpad	PROPN
fbem-9280	2	30	group	group	PROPN
fbem-9280	2	31	limited	limit	VERB
fbem-9280	2	32	,	,	PUNCT
fbem-9280	2	33	shenzhen	shenzhen	PROPN
fbem-9280	2	34	518001	518001	NUM
fbem-9280	2	35	,	,	PUNCT
fbem-9280	2	36	china	china	PROPN
fbem-9280	2	37	abstract	abstract	NOUN
fbem-9280	2	38	:	:	PUNCT
fbem-9280	2	39	large	large	ADJ
fbem-9280	2	40	retail	retail	ADJ
fbem-9280	2	41	platform	platform	NOUN
fbem-9280	2	42	has	have	AUX
fbem-9280	2	43	begun	begin	VERB
fbem-9280	2	44	to	to	PART
fbem-9280	2	45	provide	provide	VERB
fbem-9280	2	46	trade	trade	NOUN
fbem-9280	2	47	credit	credit	NOUN
fbem-9280	2	48	to	to	ADP
fbem-9280	2	49	the	the	DET
fbem-9280	2	50	capital	capital	NOUN
fbem-9280	2	51	-	-	PUNCT
fbem-9280	2	52	constrained	constrain	VERB
fbem-9280	2	53	and	and	CCONJ
fbem-9280	2	54	start	start	VERB
fbem-9280	2	55	-	-	PUNCT
fbem-9280	2	56	up	up	ADP
fbem-9280	2	57	third	third	ADJ
fbem-9280	2	58	party	party	NOUN
fbem-9280	2	59	retailer	retailer	NOUN
fbem-9280	2	60	(	(	PUNCT
fbem-9280	2	61	3pr	3pr	ADJ
fbem-9280	2	62	)	)	PUNCT
fbem-9280	2	63	.	.	PUNCT
fbem-9280	3	1	most	most	ADJ
fbem-9280	3	2	of	of	ADP
fbem-9280	3	3	the	the	DET
fbem-9280	3	4	3prs	3prs	NUM
fbem-9280	3	5	face	face	NOUN
fbem-9280	3	6	uncertain	uncertain	ADJ
fbem-9280	3	7	demands	demand	NOUN
fbem-9280	3	8	with	with	ADP
fbem-9280	3	9	few	few	ADJ
fbem-9280	3	10	historical	historical	ADJ
fbem-9280	3	11	data	datum	NOUN
fbem-9280	3	12	,	,	PUNCT
fbem-9280	3	13	which	which	PRON
fbem-9280	3	14	makes	make	VERB
fbem-9280	3	15	it	it	PRON
fbem-9280	3	16	difficult	difficult	ADJ
fbem-9280	3	17	for	for	SCONJ
fbem-9280	3	18	retail	retail	ADJ
fbem-9280	3	19	platform	platform	NOUN
fbem-9280	3	20	to	to	PART
fbem-9280	3	21	evaluate	evaluate	VERB
fbem-9280	3	22	the	the	DET
fbem-9280	3	23	rationality	rationality	NOUN
fbem-9280	3	24	of	of	ADP
fbem-9280	3	25	3pr	3pr	ADJ
fbem-9280	3	26	’s	’s	PART
fbem-9280	3	27	lot	lot	NOUN
fbem-9280	3	28	-	-	PUNCT
fbem-9280	3	29	sizing	size	VERB
fbem-9280	3	30	decision	decision	NOUN
fbem-9280	3	31	and	and	CCONJ
fbem-9280	3	32	to	to	PART
fbem-9280	3	33	design	design	VERB
fbem-9280	3	34	trade	trade	NOUN
fbem-9280	3	35	credit	credit	NOUN
fbem-9280	3	36	contracts	contract	NOUN
fbem-9280	3	37	.	.	PUNCT
fbem-9280	4	1	in	in	ADP
fbem-9280	4	2	addition	addition	NOUN
fbem-9280	4	3	,	,	PUNCT
fbem-9280	4	4	and	and	CCONJ
fbem-9280	4	5	3pr	3pr	ADJ
fbem-9280	4	6	’s	’s	PART
fbem-9280	4	7	initial	initial	ADJ
fbem-9280	4	8	budget	budget	NOUN
fbem-9280	4	9	is	be	AUX
fbem-9280	4	10	unknown	unknown	ADJ
fbem-9280	4	11	to	to	ADP
fbem-9280	4	12	the	the	DET
fbem-9280	4	13	retail	retail	ADJ
fbem-9280	4	14	platform	platform	NOUN
fbem-9280	4	15	,	,	PUNCT
fbem-9280	4	16	which	which	PRON
fbem-9280	4	17	further	far	ADV
fbem-9280	4	18	increases	increase	VERB
fbem-9280	4	19	the	the	DET
fbem-9280	4	20	risk	risk	NOUN
fbem-9280	4	21	of	of	ADP
fbem-9280	4	22	trade	trade	NOUN
fbem-9280	4	23	credit	credit	NOUN
fbem-9280	4	24	.	.	PUNCT
fbem-9280	5	1	therefore	therefore	ADV
fbem-9280	5	2	,	,	PUNCT
fbem-9280	5	3	this	this	DET
fbem-9280	5	4	paper	paper	NOUN
fbem-9280	5	5	considers	consider	VERB
fbem-9280	5	6	a	a	DET
fbem-9280	5	7	two	two	NUM
fbem-9280	5	8	-	-	PUNCT
fbem-9280	5	9	echelon	echelon	NOUN
fbem-9280	5	10	supply	supply	NOUN
fbem-9280	5	11	chain	chain	NOUN
fbem-9280	5	12	consisting	consist	VERB
fbem-9280	5	13	of	of	ADP
fbem-9280	5	14	a	a	DET
fbem-9280	5	15	retailplatform	retailplatform	NOUN
fbem-9280	5	16	and	and	CCONJ
fbem-9280	5	17	a	a	DET
fbem-9280	5	18	3pr	3pr	ADJ
fbem-9280	5	19	,	,	PUNCT
fbem-9280	5	20	and	and	CCONJ
fbem-9280	5	21	investigates	investigate	VERB
fbem-9280	5	22	the	the	DET
fbem-9280	5	23	3pr	3pr	ADJ
fbem-9280	5	24	’s	’s	PART
fbem-9280	5	25	lot	lot	NOUN
fbem-9280	5	26	-	-	PUNCT
fbem-9280	5	27	sizing	size	VERB
fbem-9280	5	28	decision	decision	NOUN
fbem-9280	5	29	and	and	CCONJ
fbem-9280	5	30	the	the	DET
fbem-9280	5	31	design	design	NOUN
fbem-9280	5	32	of	of	ADP
fbem-9280	5	33	trade	trade	NOUN
fbem-9280	5	34	credit	credit	NOUN
fbem-9280	5	35	contract	contract	NOUN
fbem-9280	5	36	based	base	VERB
fbem-9280	5	37	on	on	ADP
fbem-9280	5	38	uncertain	uncertain	ADJ
fbem-9280	5	39	demand	demand	NOUN
fbem-9280	5	40	and	and	CCONJ
fbem-9280	5	41	asymmetric	asymmetric	ADJ
fbem-9280	5	42	initial	initial	ADJ
fbem-9280	5	43	budget	budget	NOUN
fbem-9280	5	44	information	information	NOUN
fbem-9280	5	45	.	.	PUNCT
fbem-9280	6	1	we	we	PRON
fbem-9280	6	2	find	find	VERB
fbem-9280	6	3	that	that	SCONJ
fbem-9280	6	4	a	a	X
fbem-9280	6	5	)	)	PUNCT
fbem-9280	6	6	empirical	empirical	ADJ
fbem-9280	6	7	uncertainty	uncertainty	NOUN
fbem-9280	6	8	distribution	distribution	NOUN
fbem-9280	6	9	is	be	AUX
fbem-9280	6	10	an	an	DET
fbem-9280	6	11	effective	effective	ADJ
fbem-9280	6	12	tool	tool	NOUN
fbem-9280	6	13	for	for	ADP
fbem-9280	6	14	modeling	model	VERB
fbem-9280	6	15	uncertain	uncertain	ADJ
fbem-9280	6	16	demand	demand	NOUN
fbem-9280	6	17	with	with	ADP
fbem-9280	6	18	few	few	ADJ
fbem-9280	6	19	historical	historical	ADJ
fbem-9280	6	20	data	datum	NOUN
fbem-9280	6	21	.	.	PUNCT
fbem-9280	7	1	b	b	X
fbem-9280	7	2	)	)	PUNCT
fbem-9280	7	3	the	the	DET
fbem-9280	7	4	3pr	3pr	ADJ
fbem-9280	7	5	will	will	AUX
fbem-9280	7	6	place	place	VERB
fbem-9280	7	7	an	an	DET
fbem-9280	7	8	irrational	irrational	ADJ
fbem-9280	7	9	purchasing	purchasing	NOUN
fbem-9280	7	10	order	order	NOUN
fbem-9280	7	11	regardless	regardless	ADV
fbem-9280	7	12	of	of	ADP
fbem-9280	7	13	the	the	DET
fbem-9280	7	14	market	market	NOUN
fbem-9280	7	15	condition	condition	NOUN
fbem-9280	7	16	when	when	SCONJ
fbem-9280	7	17	the	the	DET
fbem-9280	7	18	retail	retail	ADJ
fbem-9280	7	19	platform	platform	NOUN
fbem-9280	7	20	does	do	AUX
fbem-9280	7	21	not	not	PART
fbem-9280	7	22	interfere	interfere	VERB
fbem-9280	7	23	with	with	ADP
fbem-9280	7	24	3pr	3pr	ADJ
fbem-9280	7	25	’s	’s	PART
fbem-9280	7	26	decision	decision	NOUN
fbem-9280	7	27	making	making	NOUN
fbem-9280	7	28	.	.	PUNCT
fbem-9280	8	1	3	3	X
fbem-9280	8	2	)	)	PUNCT
fbem-9280	8	3	the	the	DET
fbem-9280	8	4	3pr	3pr	NOUN
fbem-9280	8	5	will	will	AUX
fbem-9280	8	6	overstate	overstate	VERB
fbem-9280	8	7	its	its	PRON
fbem-9280	8	8	initial	initial	ADJ
fbem-9280	8	9	budget	budget	NOUN
fbem-9280	8	10	to	to	PART
fbem-9280	8	11	get	get	VERB
fbem-9280	8	12	more	more	ADJ
fbem-9280	8	13	loan	loan	NOUN
fbem-9280	8	14	when	when	SCONJ
fbem-9280	8	15	the	the	DET
fbem-9280	8	16	retail	retail	ADJ
fbem-9280	8	17	platform	platform	NOUN
fbem-9280	8	18	interferes	interfere	VERB
fbem-9280	8	19	with	with	ADP
fbem-9280	8	20	3pr	3pr	ADJ
fbem-9280	8	21	’s	’s	PART
fbem-9280	8	22	decision	decision	NOUN
fbem-9280	8	23	making	making	NOUN
fbem-9280	8	24	.	.	PUNCT
fbem-9280	9	1	keywords	keyword	NOUN
fbem-9280	9	2	:	:	PUNCT
fbem-9280	9	3	trade	trade	NOUN
fbem-9280	9	4	credit	credit	NOUN
fbem-9280	9	5	,	,	PUNCT
fbem-9280	9	6	newsvendor	newsvendor	PROPN
fbem-9280	9	7	problem	problem	NOUN
fbem-9280	9	8	,	,	PUNCT
fbem-9280	9	9	uncertain	uncertain	ADJ
fbem-9280	9	10	demand	demand	NOUN
fbem-9280	9	11	.	.	PUNCT
fbem-9280	10	1	1	1	X
fbem-9280	10	2	.	.	X
fbem-9280	10	3	introduction	introduction	NOUN
fbem-9280	10	4	trade	trade	NOUN
fbem-9280	10	5	credit	credit	NOUN
fbem-9280	10	6	is	be	AUX
fbem-9280	10	7	an	an	DET
fbem-9280	10	8	essential	essential	ADJ
fbem-9280	10	9	financing	financing	NOUN
fbem-9280	10	10	tool	tool	NOUN
fbem-9280	10	11	for	for	ADP
fbem-9280	10	12	small	small	ADJ
fbem-9280	10	13	and	and	CCONJ
fbem-9280	10	14	mediumsized	mediumsized	ADJ
fbem-9280	10	15	enterprises	enterprise	NOUN
fbem-9280	10	16	(	(	PUNCT
fbem-9280	10	17	smes	sme	NOUN
fbem-9280	10	18	)	)	PUNCT
fbem-9280	10	19	.	.	PUNCT
fbem-9280	11	1	in	in	ADP
fbem-9280	11	2	developing	develop	VERB
fbem-9280	11	3	countries	country	NOUN
fbem-9280	11	4	,	,	PUNCT
fbem-9280	11	5	such	such	ADJ
fbem-9280	11	6	as	as	ADP
fbem-9280	11	7	china	china	PROPN
fbem-9280	11	8	,	,	PUNCT
fbem-9280	11	9	there	there	PRON
fbem-9280	11	10	are	be	VERB
fbem-9280	11	11	40	40	NUM
fbem-9280	11	12	million	million	NUM
fbem-9280	11	13	smes	sme	NOUN
fbem-9280	11	14	,	,	PUNCT
fbem-9280	11	15	which	which	PRON
fbem-9280	11	16	accounting	account	VERB
fbem-9280	11	17	for	for	ADP
fbem-9280	11	18	99	99	NUM
fbem-9280	11	19	percent	percent	NOUN
fbem-9280	11	20	of	of	ADP
fbem-9280	11	21	china	china	PROPN
fbem-9280	11	22	’s	’s	PART
fbem-9280	11	23	enterprises	enterprise	NOUN
fbem-9280	11	24	,	,	PUNCT
fbem-9280	11	25	contributing	contribute	VERB
fbem-9280	11	26	80	80	NUM
fbem-9280	11	27	percent	percent	NOUN
fbem-9280	11	28	to	to	ADP
fbem-9280	11	29	china	china	PROPN
fbem-9280	11	30	’s	’s	PART
fbem-9280	11	31	job	job	NOUN
fbem-9280	11	32	and	and	CCONJ
fbem-9280	11	33	60	60	NUM
fbem-9280	11	34	percent	percent	NOUN
fbem-9280	11	35	to	to	ADP
fbem-9280	11	36	china	china	PROPN
fbem-9280	11	37	’s	’s	PART
fbem-9280	11	38	gdp	gdp	PROPN
fbem-9280	11	39	,	,	PUNCT
fbem-9280	11	40	yet	yet	ADV
fbem-9280	11	41	,	,	PUNCT
fbem-9280	11	42	over	over	ADP
fbem-9280	11	43	fifty	fifty	NUM
fbem-9280	11	44	percent	percent	NOUN
fbem-9280	11	45	of	of	ADP
fbem-9280	11	46	smes	sme	NOUN
fbem-9280	11	47	in	in	ADP
fbem-9280	11	48	developing	develop	VERB
fbem-9280	11	49	countries	country	NOUN
fbem-9280	11	50	suffer	suffer	VERB
fbem-9280	11	51	from	from	ADP
fbem-9280	11	52	financing	financing	NOUN
fbem-9280	11	53	difficulty	difficulty	NOUN
fbem-9280	11	54	(	(	PUNCT
fbem-9280	11	55	buzacott	buzacott	PROPN
fbem-9280	11	56	and	and	CCONJ
fbem-9280	11	57	zhang	zhang	PROPN
fbem-9280	12	1	[	[	X
fbem-9280	12	2	6	6	NUM
fbem-9280	12	3	]	]	PUNCT
fbem-9280	12	4	)	)	PUNCT
fbem-9280	12	5	.	.	PUNCT
fbem-9280	12	6	caused	cause	VERB
fbem-9280	12	7	by	by	ADP
fbem-9280	12	8	lack	lack	NOUN
fbem-9280	12	9	of	of	ADP
fbem-9280	12	10	collateral	collateral	NOUN
fbem-9280	12	11	,	,	PUNCT
fbem-9280	12	12	poor	poor	ADJ
fbem-9280	12	13	management	management	NOUN
fbem-9280	12	14	and	and	CCONJ
fbem-9280	12	15	absence	absence	NOUN
fbem-9280	12	16	of	of	ADP
fbem-9280	12	17	stable	stable	ADJ
fbem-9280	12	18	cashflow	cashflow	NOUN
fbem-9280	12	19	,	,	PUNCT
fbem-9280	12	20	the	the	DET
fbem-9280	12	21	smes	sme	NOUN
fbem-9280	12	22	face	face	VERB
fbem-9280	12	23	an	an	DET
fbem-9280	12	24	obstacle	obstacle	NOUN
fbem-9280	12	25	to	to	PART
fbem-9280	12	26	get	get	VERB
fbem-9280	12	27	access	access	NOUN
fbem-9280	12	28	to	to	ADP
fbem-9280	12	29	bank	bank	NOUN
fbem-9280	12	30	credit	credit	NOUN
fbem-9280	12	31	(	(	PUNCT
fbem-9280	12	32	beck	beck	NOUN
fbem-9280	12	33	[	[	X
fbem-9280	12	34	4	4	NUM
fbem-9280	12	35	]	]	NUM
fbem-9280	12	36	)	)	PUNCT
fbem-9280	12	37	,	,	PUNCT
fbem-9280	12	38	which	which	PRON
fbem-9280	12	39	severely	severely	ADV
fbem-9280	12	40	limited	limit	VERB
fbem-9280	12	41	the	the	DET
fbem-9280	12	42	development	development	NOUN
fbem-9280	12	43	of	of	ADP
fbem-9280	12	44	smes	sme	NOUN
fbem-9280	12	45	.	.	PUNCT
fbem-9280	13	1	in	in	ADP
fbem-9280	13	2	addition	addition	NOUN
fbem-9280	13	3	to	to	ADP
fbem-9280	13	4	bank	bank	NOUN
fbem-9280	13	5	credit	credit	NOUN
fbem-9280	13	6	,	,	PUNCT
fbem-9280	13	7	trade	trade	NOUN
fbem-9280	13	8	credit	credit	NOUN
fbem-9280	13	9	is	be	AUX
fbem-9280	13	10	an	an	DET
fbem-9280	13	11	alternative	alternative	ADJ
fbem-9280	13	12	financing	financing	NOUN
fbem-9280	13	13	mode	mode	NOUN
fbem-9280	13	14	in	in	ADP
fbem-9280	13	15	online	online	ADJ
fbem-9280	13	16	financing	financing	NOUN
fbem-9280	13	17	,	,	PUNCT
fbem-9280	13	18	where	where	SCONJ
fbem-9280	13	19	the	the	DET
fbem-9280	13	20	retail	retail	ADJ
fbem-9280	13	21	platform	platform	NOUN
fbem-9280	13	22	(	(	PUNCT
fbem-9280	13	23	e.g.	e.g.	ADV
fbem-9280	13	24	,	,	PUNCT
fbem-9280	13	25	jd	jd	PROPN
fbem-9280	13	26	finance	finance	NOUN
fbem-9280	13	27	)	)	PUNCT
fbem-9280	13	28	provides	provide	VERB
fbem-9280	13	29	trade	trade	NOUN
fbem-9280	13	30	credit	credit	NOUN
fbem-9280	13	31	to	to	ADP
fbem-9280	13	32	the	the	DET
fbem-9280	13	33	capitalconstrained	capitalconstrained	ADJ
fbem-9280	13	34	retailer	retailer	NOUN
fbem-9280	13	35	.	.	PUNCT
fbem-9280	14	1	jd	jd	PROPN
fbem-9280	14	2	finance	finance	PROPN
fbem-9280	14	3	,	,	PUNCT
fbem-9280	14	4	who	who	PRON
fbem-9280	14	5	is	be	AUX
fbem-9280	14	6	an	an	DET
fbem-9280	14	7	essential	essential	ADJ
fbem-9280	14	8	department	department	NOUN
fbem-9280	14	9	of	of	ADP
fbem-9280	14	10	chinese	chinese	ADJ
fbem-9280	14	11	largest	large	ADJ
fbem-9280	14	12	retail	retail	ADJ
fbem-9280	14	13	platform	platform	NOUN
fbem-9280	14	14	jd.com.inc	jd.com.inc	PROPN
fbem-9280	14	15	,	,	PUNCT
fbem-9280	14	16	provides	provide	VERB
fbem-9280	14	17	various	various	ADJ
fbem-9280	14	18	kinds	kind	NOUN
fbem-9280	14	19	of	of	ADP
fbem-9280	14	20	trade	trade	NOUN
fbem-9280	14	21	credits	credit	NOUN
fbem-9280	14	22	for	for	ADP
fbem-9280	14	23	its	its	PRON
fbem-9280	14	24	third	third	ADJ
fbem-9280	14	25	-	-	PUNCT
fbem-9280	14	26	party	party	NOUN
fbem-9280	14	27	retailer	retailer	NOUN
fbem-9280	14	28	(	(	PUNCT
fbem-9280	14	29	3pr	3pr	ADJ
fbem-9280	14	30	)	)	PUNCT
fbem-9280	14	31	.	.	PUNCT
fbem-9280	15	1	one	one	NUM
fbem-9280	15	2	of	of	ADP
fbem-9280	15	3	them	they	PRON
fbem-9280	15	4	is	be	AUX
fbem-9280	15	5	called	call	VERB
fbem-9280	15	6	jingxiaodai	jingxiaodai	PROPN
fbem-9280	15	7	(	(	PUNCT
fbem-9280	15	8	jxd	jxd	PROPN
fbem-9280	15	9	)	)	PUNCT
fbem-9280	15	10	whose	whose	DET
fbem-9280	15	11	operation	operation	NOUN
fbem-9280	15	12	process	process	NOUN
fbem-9280	15	13	can	can	AUX
fbem-9280	15	14	be	be	AUX
fbem-9280	15	15	seen	see	VERB
fbem-9280	15	16	in	in	ADP
fbem-9280	15	17	fig	fig	NOUN
fbem-9280	15	18	.	.	PUNCT
fbem-9280	16	1	1	1	X
fbem-9280	16	2	.	.	X
fbem-9280	17	1	unlike	unlike	ADP
fbem-9280	17	2	bank	bank	NOUN
fbem-9280	17	3	credit	credit	NOUN
fbem-9280	17	4	,	,	PUNCT
fbem-9280	17	5	the	the	DET
fbem-9280	17	6	3prs	3prs	NOUN
fbem-9280	17	7	do	do	AUX
fbem-9280	17	8	not	not	PART
fbem-9280	17	9	need	need	VERB
fbem-9280	17	10	any	any	DET
fbem-9280	17	11	collateral	collateral	NOUN
fbem-9280	17	12	,	,	PUNCT
fbem-9280	17	13	the	the	DET
fbem-9280	17	14	applicants	applicant	NOUN
fbem-9280	17	15	should	should	AUX
fbem-9280	17	16	only	only	ADV
fbem-9280	17	17	meet	meet	VERB
fbem-9280	17	18	some	some	DET
fbem-9280	17	19	easily	easily	ADV
fbem-9280	17	20	satisfied	satisfied	ADJ
fbem-9280	17	21	conditions	condition	NOUN
fbem-9280	17	22	,	,	PUNCT
fbem-9280	17	23	such	such	ADJ
fbem-9280	17	24	as	as	ADP
fbem-9280	17	25	no	no	DET
fbem-9280	17	26	bad	bad	ADJ
fbem-9280	17	27	credit	credit	NOUN
fbem-9280	17	28	history	history	NOUN
fbem-9280	17	29	and	and	CCONJ
fbem-9280	17	30	at	at	ADV
fbem-9280	17	31	least	least	ADV
fbem-9280	17	32	three	three	NUM
fbem-9280	17	33	month	month	NOUN
fbem-9280	17	34	operation	operation	NOUN
fbem-9280	17	35	history	history	NOUN
fbem-9280	17	36	.	.	PUNCT
fbem-9280	18	1	according	accord	VERB
fbem-9280	18	2	to	to	ADP
fbem-9280	18	3	the	the	DET
fbem-9280	18	4	3prs	3prs	NOUN
fbem-9280	18	5	’	'	PUNCT
fbem-9280	18	6	sales	sale	NOUN
fbem-9280	18	7	history	history	NOUN
fbem-9280	18	8	,	,	PUNCT
fbem-9280	18	9	jd	jd	PROPN
fbem-9280	18	10	finance	finance	NOUN
fbem-9280	18	11	will	will	AUX
fbem-9280	18	12	determine	determine	VERB
fbem-9280	18	13	the	the	DET
fbem-9280	18	14	amount	amount	NOUN
fbem-9280	18	15	of	of	ADP
fbem-9280	18	16	loan	loan	NOUN
fbem-9280	18	17	to	to	ADP
fbem-9280	18	18	the	the	DET
fbem-9280	18	19	3prs	3prs	NOUN
fbem-9280	18	20	.	.	PUNCT
fbem-9280	19	1	after	after	ADP
fbem-9280	19	2	getting	get	VERB
fbem-9280	19	3	trade	trade	NOUN
fbem-9280	19	4	credit	credit	NOUN
fbem-9280	19	5	,	,	PUNCT
fbem-9280	19	6	the	the	DET
fbem-9280	19	7	3pr	3pr	ADJ
fbem-9280	19	8	places	place	NOUN
fbem-9280	19	9	an	an	DET
fbem-9280	19	10	order	order	NOUN
fbem-9280	19	11	from	from	ADP
fbem-9280	19	12	its	its	PRON
fbem-9280	19	13	supplier	supplier	NOUN
fbem-9280	19	14	,	,	PUNCT
fbem-9280	19	15	and	and	CCONJ
fbem-9280	19	16	oper	oper	PROPN
fbem-9280	19	17	ates	ates	PROPN
fbem-9280	19	18	on	on	ADP
fbem-9280	19	19	jd	jd	PROPN
fbem-9280	19	20	’s	’s	PART
fbem-9280	19	21	retail	retail	ADJ
fbem-9280	19	22	platform	platform	NOUN
fbem-9280	19	23	.	.	PUNCT
fbem-9280	20	1	the	the	DET
fbem-9280	20	2	money	money	NOUN
fbem-9280	20	3	received	receive	VERB
fbem-9280	20	4	from	from	ADP
fbem-9280	20	5	the	the	DET
fbem-9280	20	6	customer	customer	NOUN
fbem-9280	20	7	can	can	AUX
fbem-9280	20	8	be	be	AUX
fbem-9280	20	9	used	use	VERB
fbem-9280	20	10	for	for	ADP
fbem-9280	20	11	repaying	repay	VERB
fbem-9280	20	12	the	the	DET
fbem-9280	20	13	loan	loan	NOUN
fbem-9280	20	14	.	.	PUNCT
fbem-9280	21	1	even	even	ADV
fbem-9280	21	2	the	the	DET
fbem-9280	21	3	capitalconstrained	capitalconstrained	ADJ
fbem-9280	21	4	3pr	3pr	NOUN
fbem-9280	21	5	can	can	AUX
fbem-9280	21	6	realize	realize	VERB
fbem-9280	21	7	normal	normal	ADJ
fbem-9280	21	8	operations	operation	NOUN
fbem-9280	21	9	through	through	ADP
fbem-9280	21	10	jxd	jxd	PROPN
fbem-9280	21	11	,	,	PUNCT
fbem-9280	21	12	and	and	CCONJ
fbem-9280	21	13	therefore	therefore	ADV
fbem-9280	21	14	,	,	PUNCT
fbem-9280	21	15	jxd	jxd	PROPN
fbem-9280	21	16	partially	partially	ADV
fbem-9280	21	17	solves	solve	VERB
fbem-9280	21	18	3prs	3prs	NOUN
fbem-9280	21	19	’	'	PUNCT
fbem-9280	21	20	cash	cash	NOUN
fbem-9280	21	21	-	-	PUNCT
fbem-9280	21	22	flow	flow	NOUN
fbem-9280	21	23	operation	operation	NOUN
fbem-9280	21	24	problems	problem	NOUN
fbem-9280	21	25	.	.	PUNCT
fbem-9280	22	1	figure	figure	VERB
fbem-9280	22	2	1	1	NUM
fbem-9280	22	3	.	.	PUNCT
fbem-9280	22	4	operational	operational	ADJ
fbem-9280	22	5	process	process	NOUN
fbem-9280	22	6	of	of	ADP
fbem-9280	22	7	jxd	jxd	PROPN
fbem-9280	22	8	one	one	NUM
fbem-9280	22	9	can	can	AUX
fbem-9280	22	10	see	see	VERB
fbem-9280	22	11	that	that	SCONJ
fbem-9280	22	12	although	although	SCONJ
fbem-9280	22	13	the	the	DET
fbem-9280	22	14	trade	trade	NOUN
fbem-9280	22	15	credit	credit	NOUN
fbem-9280	22	16	partially	partially	ADV
fbem-9280	22	17	solves	solve	VERB
fbem-9280	22	18	the	the	DET
fbem-9280	22	19	3pr	3pr	ADJ
fbem-9280	22	20	’s	’s	PART
fbem-9280	22	21	cash	cash	NOUN
fbem-9280	22	22	-	-	PUNCT
fbem-9280	22	23	flow	flow	NOUN
fbem-9280	22	24	problems	problem	NOUN
fbem-9280	22	25	,	,	PUNCT
fbem-9280	22	26	the	the	DET
fbem-9280	22	27	retail	retail	ADJ
fbem-9280	22	28	platform	platform	NOUN
fbem-9280	22	29	shares	share	VERB
fbem-9280	22	30	the	the	DET
fbem-9280	22	31	sales	sale	NOUN
fbem-9280	22	32	risk	risk	NOUN
fbem-9280	22	33	through	through	ADP
fbem-9280	22	34	trade	trade	NOUN
fbem-9280	22	35	credit	credit	NOUN
fbem-9280	23	1	[	[	X
fbem-9280	23	2	20	20	NUM
fbem-9280	23	3	]	]	PUNCT
fbem-9280	23	4	.	.	PUNCT
fbem-9280	24	1	if	if	SCONJ
fbem-9280	24	2	the	the	DET
fbem-9280	24	3	3pr	3pr	ADJ
fbem-9280	24	4	experiences	experience	NOUN
fbem-9280	24	5	poor	poor	ADJ
fbem-9280	24	6	sales	sale	NOUN
fbem-9280	24	7	,	,	PUNCT
fbem-9280	24	8	then	then	ADV
fbem-9280	24	9	the	the	DET
fbem-9280	24	10	retail	retail	ADJ
fbem-9280	24	11	platform	platform	NOUN
fbem-9280	24	12	can	can	AUX
fbem-9280	24	13	not	not	PART
fbem-9280	24	14	recover	recover	VERB
fbem-9280	24	15	their	their	PRON
fbem-9280	24	16	money	money	NOUN
fbem-9280	24	17	in	in	ADP
fbem-9280	24	18	time	time	NOUN
fbem-9280	24	19	,	,	PUNCT
fbem-9280	24	20	which	which	PRON
fbem-9280	24	21	will	will	AUX
fbem-9280	24	22	severely	severely	ADV
fbem-9280	24	23	harm	harm	VERB
fbem-9280	24	24	retail	retail	ADJ
fbem-9280	24	25	platform	platform	NOUN
fbem-9280	24	26	.	.	PUNCT
fbem-9280	25	1	the	the	DET
fbem-9280	25	2	reason	reason	NOUN
fbem-9280	25	3	for	for	ADP
fbem-9280	25	4	this	this	DET
fbem-9280	25	5	problem	problem	NOUN
fbem-9280	25	6	is	be	AUX
fbem-9280	25	7	that	that	SCONJ
fbem-9280	25	8	most	most	ADJ
fbem-9280	25	9	of	of	ADP
fbem-9280	25	10	the	the	DET
fbem-9280	25	11	3prs	3prs	NOUN
fbem-9280	25	12	are	be	AUX
fbem-9280	25	13	startup	startup	NOUN
fbem-9280	25	14	companies	company	NOUN
fbem-9280	25	15	,	,	PUNCT
fbem-9280	25	16	so	so	SCONJ
fbem-9280	25	17	they	they	PRON
fbem-9280	25	18	do	do	AUX
fbem-9280	25	19	not	not	PART
fbem-9280	25	20	have	have	VERB
fbem-9280	25	21	historical	historical	ADJ
fbem-9280	25	22	data	datum	NOUN
fbem-9280	25	23	to	to	PART
fbem-9280	25	24	predict	predict	VERB
fbem-9280	25	25	their	their	PRON
fbem-9280	25	26	future	future	ADJ
fbem-9280	25	27	sales	sale	NOUN
fbem-9280	25	28	,	,	PUNCT
fbem-9280	25	29	and	and	CCONJ
fbem-9280	25	30	their	their	PRON
fbem-9280	25	31	lot	lot	NOUN
fbem-9280	25	32	-	-	PUNCT
fbem-9280	25	33	sizing	size	VERB
fbem-9280	25	34	policies	policy	NOUN
fbem-9280	25	35	may	may	AUX
fbem-9280	25	36	be	be	AUX
fbem-9280	25	37	irrational	irrational	ADJ
fbem-9280	25	38	;	;	PUNCT
fbem-9280	25	39	hence	hence	ADV
fbem-9280	25	40	,	,	PUNCT
fbem-9280	25	41	estimating	estimate	VERB
fbem-9280	25	42	the	the	DET
fbem-9280	25	43	3pr	3pr	ADJ
fbem-9280	25	44	’s	’s	PART
fbem-9280	25	45	uncertain	uncertain	ADJ
fbem-9280	25	46	demand	demand	NOUN
fbem-9280	25	47	is	be	AUX
fbem-9280	25	48	important	important	ADJ
fbem-9280	25	49	for	for	SCONJ
fbem-9280	25	50	the	the	DET
fbem-9280	25	51	retail	retail	ADJ
fbem-9280	25	52	platform	platform	NOUN
fbem-9280	25	53	to	to	PART
fbem-9280	25	54	manage	manage	VERB
fbem-9280	25	55	its	its	PRON
fbem-9280	25	56	risk	risk	NOUN
fbem-9280	25	57	.	.	PUNCT
fbem-9280	26	1	this	this	PRON
fbem-9280	26	2	leads	lead	VERB
fbem-9280	26	3	to	to	ADP
fbem-9280	26	4	our	our	PRON
fbem-9280	26	5	first	first	ADJ
fbem-9280	26	6	research	research	NOUN
fbem-9280	26	7	question	question	NOUN
fbem-9280	26	8	:	:	PUNCT
fbem-9280	26	9	how	how	SCONJ
fbem-9280	26	10	to	to	PART
fbem-9280	26	11	estimate	estimate	VERB
fbem-9280	26	12	the	the	DET
fbem-9280	26	13	uncertain	uncertain	ADJ
fbem-9280	26	14	demand	demand	NOUN
fbem-9280	26	15	of	of	ADP
fbem-9280	26	16	the	the	DET
fbem-9280	26	17	3pr	3pr	ADJ
fbem-9280	26	18	when	when	SCONJ
fbem-9280	26	19	there	there	PRON
fbem-9280	26	20	is	be	VERB
fbem-9280	26	21	few	few	ADJ
fbem-9280	26	22	historical	historical	ADJ
fbem-9280	26	23	data	datum	NOUN
fbem-9280	26	24	?	?	PUNCT
fbem-9280	27	1	188	188	NUM
fbem-9280	27	2	based	base	VERB
fbem-9280	27	3	on	on	ADP
fbem-9280	27	4	the	the	DET
fbem-9280	27	5	3pr	3pr	ADJ
fbem-9280	27	6	’s	’s	PART
fbem-9280	27	7	demand	demand	NOUN
fbem-9280	27	8	information	information	NOUN
fbem-9280	27	9	,	,	PUNCT
fbem-9280	27	10	the	the	DET
fbem-9280	27	11	retail	retail	ADJ
fbem-9280	27	12	platform	platform	NOUN
fbem-9280	27	13	can	can	AUX
fbem-9280	27	14	estimate	estimate	VERB
fbem-9280	27	15	the	the	DET
fbem-9280	27	16	3pr	3pr	ADJ
fbem-9280	27	17	’s	’s	PART
fbem-9280	27	18	lot	lot	NOUN
fbem-9280	27	19	-	-	PUNCT
fbem-9280	27	20	sizing	size	VERB
fbem-9280	27	21	decision	decision	NOUN
fbem-9280	27	22	.	.	PUNCT
fbem-9280	28	1	previous	previous	ADJ
fbem-9280	28	2	literature	literature	NOUN
fbem-9280	28	3	has	have	AUX
fbem-9280	28	4	studied	study	VERB
fbem-9280	28	5	the	the	DET
fbem-9280	28	6	well	well	ADV
fbem-9280	28	7	-	-	PUNCT
fbem-9280	28	8	funded	fund	VERB
fbem-9280	28	9	3pr	3pr	ADJ
fbem-9280	28	10	’s	’s	PART
fbem-9280	28	11	lot	lot	NOUN
fbem-9280	28	12	-	-	PUNCT
fbem-9280	28	13	sizing	size	VERB
fbem-9280	28	14	policy	policy	NOUN
fbem-9280	28	15	when	when	SCONJ
fbem-9280	28	16	facing	face	VERB
fbem-9280	28	17	uncertain	uncertain	ADJ
fbem-9280	28	18	demand	demand	NOUN
fbem-9280	28	19	;	;	PUNCT
fbem-9280	28	20	however	however	ADV
fbem-9280	28	21	,	,	PUNCT
fbem-9280	28	22	the	the	DET
fbem-9280	28	23	lot	lot	NOUN
fbem-9280	28	24	-	-	PUNCT
fbem-9280	28	25	sizing	size	VERB
fbem-9280	28	26	policy	policy	NOUN
fbem-9280	28	27	for	for	ADP
fbem-9280	28	28	the	the	DET
fbem-9280	28	29	capital	capital	NOUN
fbem-9280	28	30	-	-	PUNCT
fbem-9280	28	31	constrained	constrain	VERB
fbem-9280	28	32	3pr	3pr	ADJ
fbem-9280	28	33	when	when	SCONJ
fbem-9280	28	34	facing	face	VERB
fbem-9280	28	35	uncertain	uncertain	ADJ
fbem-9280	28	36	demand	demand	NOUN
fbem-9280	28	37	is	be	AUX
fbem-9280	28	38	still	still	ADV
fbem-9280	28	39	unknown	unknown	ADJ
fbem-9280	28	40	.	.	PUNCT
fbem-9280	29	1	in	in	ADP
fbem-9280	29	2	addition	addition	NOUN
fbem-9280	29	3	,	,	PUNCT
fbem-9280	29	4	how	how	SCONJ
fbem-9280	29	5	to	to	PART
fbem-9280	29	6	design	design	VERB
fbem-9280	29	7	a	a	DET
fbem-9280	29	8	trade	trade	NOUN
fbem-9280	29	9	credit	credit	NOUN
fbem-9280	29	10	contract	contract	NOUN
fbem-9280	29	11	for	for	ADP
fbem-9280	29	12	the	the	DET
fbem-9280	29	13	capital	capital	NOUN
fbem-9280	29	14	-	-	PUNCT
fbem-9280	29	15	constrained	constrain	VERB
fbem-9280	29	16	3pr	3pr	NOUN
fbem-9280	29	17	is	be	AUX
fbem-9280	29	18	also	also	ADV
fbem-9280	29	19	deserved	deserve	VERB
fbem-9280	29	20	to	to	PART
fbem-9280	29	21	explore	explore	VERB
fbem-9280	29	22	.	.	PUNCT
fbem-9280	30	1	this	this	PRON
fbem-9280	30	2	leads	lead	VERB
fbem-9280	30	3	to	to	ADP
fbem-9280	30	4	our	our	PRON
fbem-9280	30	5	second	second	ADJ
fbem-9280	30	6	research	research	NOUN
fbem-9280	30	7	question	question	NOUN
fbem-9280	30	8	:	:	PUNCT
fbem-9280	30	9	what	what	PRON
fbem-9280	30	10	are	be	AUX
fbem-9280	30	11	the	the	DET
fbem-9280	30	12	optimal	optimal	ADJ
fbem-9280	30	13	lot	lot	NOUN
fbem-9280	30	14	-	-	PUNCT
fbem-9280	30	15	sizing	size	VERB
fbem-9280	30	16	decision	decision	NOUN
fbem-9280	30	17	and	and	CCONJ
fbem-9280	30	18	the	the	DET
fbem-9280	30	19	trade	trade	NOUN
fbem-9280	30	20	credit	credit	NOUN
fbem-9280	30	21	contract	contract	NOUN
fbem-9280	30	22	for	for	ADP
fbem-9280	30	23	the	the	DET
fbem-9280	30	24	3pr	3pr	ADJ
fbem-9280	30	25	and	and	CCONJ
fbem-9280	30	26	the	the	DET
fbem-9280	30	27	retail	retail	ADJ
fbem-9280	30	28	platform	platform	NOUN
fbem-9280	30	29	,	,	PUNCT
fbem-9280	30	30	respectively	respectively	ADV
fbem-9280	30	31	?	?	PUNCT
fbem-9280	31	1	since	since	SCONJ
fbem-9280	31	2	the	the	DET
fbem-9280	31	3	retail	retail	ADJ
fbem-9280	31	4	platform	platform	NOUN
fbem-9280	31	5	is	be	AUX
fbem-9280	31	6	willing	willing	ADJ
fbem-9280	31	7	to	to	PART
fbem-9280	31	8	provide	provide	VERB
fbem-9280	31	9	trade	trade	NOUN
fbem-9280	31	10	credit	credit	NOUN
fbem-9280	31	11	to	to	ADP
fbem-9280	31	12	the	the	DET
fbem-9280	31	13	3pr	3pr	NOUN
fbem-9280	31	14	,	,	PUNCT
fbem-9280	31	15	the	the	DET
fbem-9280	31	16	3pr	3pr	NOUN
fbem-9280	31	17	may	may	AUX
fbem-9280	31	18	conceal	conceal	VERB
fbem-9280	31	19	their	their	PRON
fbem-9280	31	20	initial	initial	ADJ
fbem-9280	31	21	budget	budget	NOUN
fbem-9280	31	22	information	information	NOUN
fbem-9280	31	23	,	,	PUNCT
fbem-9280	31	24	and	and	CCONJ
fbem-9280	31	25	obtain	obtain	VERB
fbem-9280	31	26	as	as	ADV
fbem-9280	31	27	many	many	ADJ
fbem-9280	31	28	loans	loan	NOUN
fbem-9280	31	29	as	as	ADP
fbem-9280	31	30	possible	possible	ADJ
fbem-9280	31	31	from	from	ADP
fbem-9280	31	32	the	the	DET
fbem-9280	31	33	retail	retail	ADJ
fbem-9280	31	34	platform	platform	NOUN
fbem-9280	31	35	,	,	PUNCT
fbem-9280	31	36	which	which	PRON
fbem-9280	31	37	undoubtedly	undoubtedly	ADV
fbem-9280	31	38	amplifies	amplify	VERB
fbem-9280	31	39	the	the	DET
fbem-9280	31	40	risk	risk	NOUN
fbem-9280	31	41	of	of	ADP
fbem-9280	31	42	trade	trade	NOUN
fbem-9280	31	43	credit	credit	NOUN
fbem-9280	31	44	for	for	ADP
fbem-9280	31	45	retail	retail	ADJ
fbem-9280	31	46	platforms	platform	NOUN
fbem-9280	31	47	;	;	PUNCT
fbem-9280	31	48	hence	hence	ADV
fbem-9280	31	49	,	,	PUNCT
fbem-9280	31	50	how	how	SCONJ
fbem-9280	31	51	to	to	PART
fbem-9280	31	52	control	control	VERB
fbem-9280	31	53	the	the	DET
fbem-9280	31	54	risk	risk	NOUN
fbem-9280	31	55	of	of	ADP
fbem-9280	31	56	trade	trade	NOUN
fbem-9280	31	57	credit	credit	NOUN
fbem-9280	31	58	under	under	ADP
fbem-9280	31	59	asymmetric	asymmetric	ADJ
fbem-9280	31	60	initial	initial	ADJ
fbem-9280	31	61	budget	budget	NOUN
fbem-9280	31	62	information	information	NOUN
fbem-9280	31	63	is	be	AUX
fbem-9280	31	64	very	very	ADV
fbem-9280	31	65	important	important	ADJ
fbem-9280	31	66	for	for	ADP
fbem-9280	31	67	the	the	DET
fbem-9280	31	68	retail	retail	ADJ
fbem-9280	31	69	platform	platform	NOUN
fbem-9280	31	70	.	.	PUNCT
fbem-9280	32	1	this	this	DET
fbem-9280	32	2	lead	lead	NOUN
fbem-9280	32	3	to	to	ADP
fbem-9280	32	4	our	our	PRON
fbem-9280	32	5	third	third	ADJ
fbem-9280	32	6	research	research	NOUN
fbem-9280	32	7	question	question	NOUN
fbem-9280	32	8	:	:	PUNCT
fbem-9280	32	9	how	how	SCONJ
fbem-9280	32	10	does	do	AUX
fbem-9280	32	11	3pr	3pr	VERB
fbem-9280	32	12	’s	’s	PART
fbem-9280	32	13	asymmetric	asymmetric	ADJ
fbem-9280	32	14	initial	initial	ADJ
fbem-9280	32	15	budget	budget	NOUN
fbem-9280	32	16	information	information	NOUN
fbem-9280	32	17	influence	influence	VERB
fbem-9280	32	18	the	the	DET
fbem-9280	32	19	trade	trade	NOUN
fbem-9280	32	20	credit	credit	NOUN
fbem-9280	32	21	contract	contract	NOUN
fbem-9280	32	22	?	?	PUNCT
fbem-9280	33	1	to	to	PART
fbem-9280	33	2	answer	answer	VERB
fbem-9280	33	3	these	these	DET
fbem-9280	33	4	questions	question	NOUN
fbem-9280	33	5	,	,	PUNCT
fbem-9280	33	6	we	we	PRON
fbem-9280	33	7	consider	consider	VERB
fbem-9280	33	8	a	a	DET
fbem-9280	33	9	two	two	NUM
fbem-9280	33	10	-	-	PUNCT
fbem-9280	33	11	echelon	echelon	NOUN
fbem-9280	33	12	supply	supply	NOUN
fbem-9280	33	13	chain	chain	NOUN
fbem-9280	33	14	consisting	consist	VERB
fbem-9280	33	15	of	of	ADP
fbem-9280	33	16	a	a	DET
fbem-9280	33	17	retail	retail	ADJ
fbem-9280	33	18	platform	platform	NOUN
fbem-9280	33	19	and	and	CCONJ
fbem-9280	33	20	a	a	DET
fbem-9280	33	21	capitalconstrained	capitalconstrained	ADJ
fbem-9280	33	22	3pr	3pr	NOUN
fbem-9280	33	23	.	.	PUNCT
fbem-9280	34	1	the	the	DET
fbem-9280	34	2	3pr	3pr	ADJ
fbem-9280	34	3	applies	apply	VERB
fbem-9280	34	4	for	for	ADP
fbem-9280	34	5	trade	trade	NOUN
fbem-9280	34	6	credit	credit	NOUN
fbem-9280	34	7	from	from	ADP
fbem-9280	34	8	the	the	DET
fbem-9280	34	9	retail	retail	ADJ
fbem-9280	34	10	platform	platform	NOUN
fbem-9280	34	11	and	and	CCONJ
fbem-9280	34	12	makes	make	VERB
fbem-9280	34	13	a	a	DET
fbem-9280	34	14	lot	lot	NOUN
fbem-9280	34	15	-	-	PUNCT
fbem-9280	34	16	sizing	size	VERB
fbem-9280	34	17	decision	decision	NOUN
fbem-9280	34	18	.	.	PUNCT
fbem-9280	35	1	the	the	DET
fbem-9280	35	2	retail	retail	ADJ
fbem-9280	35	3	platform	platform	NOUN
fbem-9280	35	4	estimates	estimate	VERB
fbem-9280	35	5	the	the	DET
fbem-9280	35	6	3pr	3pr	ADJ
fbem-9280	35	7	’s	’s	PART
fbem-9280	35	8	demand	demand	NOUN
fbem-9280	35	9	and	and	CCONJ
fbem-9280	35	10	provides	provide	VERB
fbem-9280	35	11	a	a	DET
fbem-9280	35	12	reasonable	reasonable	ADJ
fbem-9280	35	13	trade	trade	NOUN
fbem-9280	35	14	credit	credit	NOUN
fbem-9280	35	15	contract	contract	NOUN
fbem-9280	35	16	.	.	PUNCT
fbem-9280	36	1	in	in	ADP
fbem-9280	36	2	addition	addition	NOUN
fbem-9280	36	3	,	,	PUNCT
fbem-9280	36	4	the	the	DET
fbem-9280	36	5	3pr	3pr	ADJ
fbem-9280	36	6	’s	’s	PART
fbem-9280	36	7	lotsizing	lotsize	VERB
fbem-9280	36	8	decision	decision	NOUN
fbem-9280	36	9	is	be	AUX
fbem-9280	36	10	influenced	influence	VERB
fbem-9280	36	11	by	by	ADP
fbem-9280	36	12	two	two	NUM
fbem-9280	36	13	important	important	ADJ
fbem-9280	36	14	factors	factor	NOUN
fbem-9280	36	15	(	(	PUNCT
fbem-9280	36	16	i.e.	i.e.	X
fbem-9280	36	17	,	,	PUNCT
fbem-9280	36	18	wholesale	wholesale	ADJ
fbem-9280	36	19	price	price	NOUN
fbem-9280	36	20	and	and	CCONJ
fbem-9280	36	21	production	production	NOUN
fbem-9280	36	22	cost	cost	NOUN
fbem-9280	36	23	)	)	PUNCT
fbem-9280	36	24	which	which	PRON
fbem-9280	36	25	are	be	AUX
fbem-9280	36	26	not	not	PART
fbem-9280	36	27	considered	consider	VERB
fbem-9280	36	28	by	by	ADP
fbem-9280	36	29	retail	retail	ADJ
fbem-9280	36	30	platform	platform	NOUN
fbem-9280	36	31	;	;	PUNCT
fbem-9280	36	32	hence	hence	ADV
fbem-9280	36	33	,	,	PUNCT
fbem-9280	36	34	to	to	PART
fbem-9280	36	35	facilitate	facilitate	VERB
fbem-9280	36	36	our	our	PRON
fbem-9280	36	37	discussion	discussion	NOUN
fbem-9280	36	38	,	,	PUNCT
fbem-9280	36	39	we	we	PRON
fbem-9280	36	40	assume	assume	VERB
fbem-9280	36	41	the	the	DET
fbem-9280	36	42	retail	retail	ADJ
fbem-9280	36	43	platform	platform	NOUN
fbem-9280	36	44	is	be	AUX
fbem-9280	36	45	able	able	ADJ
fbem-9280	36	46	to	to	PART
fbem-9280	36	47	observe	observe	VERB
fbem-9280	36	48	the	the	DET
fbem-9280	36	49	wholesale	wholesale	ADJ
fbem-9280	36	50	price	price	NOUN
fbem-9280	36	51	and	and	CCONJ
fbem-9280	36	52	the	the	DET
fbem-9280	36	53	production	production	NOUN
fbem-9280	36	54	cost	cost	NOUN
fbem-9280	36	55	,	,	PUNCT
fbem-9280	36	56	and	and	CCONJ
fbem-9280	36	57	the	the	DET
fbem-9280	36	58	retail	retail	ADJ
fbem-9280	36	59	platform	platform	NOUN
fbem-9280	36	60	will	will	AUX
fbem-9280	36	61	take	take	VERB
fbem-9280	36	62	the	the	DET
fbem-9280	36	63	wholesale	wholesale	ADJ
fbem-9280	36	64	price	price	NOUN
fbem-9280	36	65	and	and	CCONJ
fbem-9280	36	66	the	the	DET
fbem-9280	36	67	production	production	NOUN
fbem-9280	36	68	cost	cost	NOUN
fbem-9280	36	69	into	into	ADP
fbem-9280	36	70	consideration	consideration	NOUN
fbem-9280	36	71	when	when	SCONJ
fbem-9280	36	72	it	it	PRON
fbem-9280	36	73	decides	decide	VERB
fbem-9280	36	74	the	the	DET
fbem-9280	36	75	optimal	optimal	ADJ
fbem-9280	36	76	amount	amount	NOUN
fbem-9280	36	77	of	of	ADP
fbem-9280	36	78	trade	trade	NOUN
fbem-9280	36	79	credit	credit	NOUN
fbem-9280	36	80	to	to	ADP
fbem-9280	36	81	the	the	DET
fbem-9280	36	82	3pr	3pr	ADJ
fbem-9280	36	83	.	.	PUNCT
fbem-9280	37	1	to	to	PART
fbem-9280	37	2	cope	cope	VERB
fbem-9280	37	3	with	with	ADP
fbem-9280	37	4	the	the	DET
fbem-9280	37	5	first	first	ADJ
fbem-9280	37	6	research	research	NOUN
fbem-9280	37	7	question	question	NOUN
fbem-9280	37	8	,	,	PUNCT
fbem-9280	37	9	we	we	PRON
fbem-9280	37	10	design	design	VERB
fbem-9280	37	11	a	a	DET
fbem-9280	37	12	survey	survey	NOUN
fbem-9280	37	13	to	to	PART
fbem-9280	37	14	obtain	obtain	VERB
fbem-9280	37	15	the	the	DET
fbem-9280	37	16	experimental	experimental	ADJ
fbem-9280	37	17	data	datum	NOUN
fbem-9280	37	18	from	from	ADP
fbem-9280	37	19	the	the	DET
fbem-9280	37	20	domain	domain	NOUN
fbem-9280	37	21	experts	expert	NOUN
fbem-9280	37	22	,	,	PUNCT
fbem-9280	37	23	and	and	CCONJ
fbem-9280	37	24	an	an	DET
fbem-9280	37	25	experimental	experimental	ADJ
fbem-9280	37	26	uncertainty	uncertainty	NOUN
fbem-9280	37	27	distribution	distribution	NOUN
fbem-9280	37	28	(	(	PUNCT
fbem-9280	37	29	liu	liu	PROPN
fbem-9280	38	1	[	[	X
fbem-9280	38	2	16	16	NUM
fbem-9280	38	3	]	]	PUNCT
fbem-9280	38	4	)	)	PUNCT
fbem-9280	38	5	is	be	AUX
fbem-9280	38	6	established	establish	VERB
fbem-9280	38	7	through	through	ADP
fbem-9280	38	8	the	the	DET
fbem-9280	38	9	experimental	experimental	ADJ
fbem-9280	38	10	data	datum	NOUN
fbem-9280	38	11	,	,	PUNCT
fbem-9280	38	12	and	and	CCONJ
fbem-9280	38	13	the	the	DET
fbem-9280	38	14	parameters	parameter	NOUN
fbem-9280	38	15	of	of	ADP
fbem-9280	38	16	the	the	DET
fbem-9280	38	17	uncertainty	uncertainty	NOUN
fbem-9280	38	18	distribution	distribution	NOUN
fbem-9280	38	19	are	be	AUX
fbem-9280	38	20	estimated	estimate	VERB
fbem-9280	38	21	by	by	ADP
fbem-9280	38	22	the	the	DET
fbem-9280	38	23	method	method	NOUN
fbem-9280	38	24	of	of	ADP
fbem-9280	38	25	least	least	ADJ
fbem-9280	38	26	squares	square	NOUN
fbem-9280	38	27	.	.	PUNCT
fbem-9280	39	1	since	since	SCONJ
fbem-9280	39	2	the	the	DET
fbem-9280	39	3	future	future	ADJ
fbem-9280	39	4	demand	demand	NOUN
fbem-9280	39	5	is	be	AUX
fbem-9280	39	6	unknown	unknown	ADJ
fbem-9280	39	7	,	,	PUNCT
fbem-9280	39	8	the	the	DET
fbem-9280	39	9	3pr	3pr	NOUN
fbem-9280	39	10	can	can	AUX
fbem-9280	39	11	be	be	AUX
fbem-9280	39	12	seen	see	VERB
fbem-9280	39	13	as	as	ADP
fbem-9280	39	14	a	a	DET
fbem-9280	39	15	newsvendor	newsvendor	NOUN
fbem-9280	39	16	,	,	PUNCT
fbem-9280	39	17	and	and	CCONJ
fbem-9280	39	18	an	an	DET
fbem-9280	39	19	uncertain	uncertain	ADJ
fbem-9280	39	20	newsvendor	newsvendor	NOUN
fbem-9280	39	21	model	model	NOUN
fbem-9280	39	22	with	with	ADP
fbem-9280	39	23	trade	trade	NOUN
fbem-9280	39	24	credit	credit	NOUN
fbem-9280	39	25	is	be	AUX
fbem-9280	39	26	formulated	formulate	VERB
fbem-9280	39	27	to	to	PART
fbem-9280	39	28	answer	answer	VERB
fbem-9280	39	29	the	the	DET
fbem-9280	39	30	second	second	ADJ
fbem-9280	39	31	research	research	NOUN
fbem-9280	39	32	question	question	NOUN
fbem-9280	39	33	.	.	PUNCT
fbem-9280	40	1	the	the	DET
fbem-9280	40	2	initial	initial	ADJ
fbem-9280	40	3	budget	budget	NOUN
fbem-9280	40	4	information	information	NOUN
fbem-9280	40	5	is	be	AUX
fbem-9280	40	6	further	far	ADV
fbem-9280	40	7	considered	consider	VERB
fbem-9280	40	8	as	as	ADP
fbem-9280	40	9	asymmetric	asymmetric	ADJ
fbem-9280	40	10	information	information	NOUN
fbem-9280	40	11	,	,	PUNCT
fbem-9280	40	12	and	and	CCONJ
fbem-9280	40	13	the	the	DET
fbem-9280	40	14	third	third	ADJ
fbem-9280	40	15	research	research	NOUN
fbem-9280	40	16	question	question	NOUN
fbem-9280	40	17	is	be	AUX
fbem-9280	40	18	answered	answer	VERB
fbem-9280	40	19	by	by	ADP
fbem-9280	40	20	solving	solve	VERB
fbem-9280	40	21	the	the	DET
fbem-9280	40	22	an	an	DET
fbem-9280	40	23	uncertian	uncertian	ADJ
fbem-9280	40	24	newsvendor	newsvendor	NOUN
fbem-9280	40	25	model	model	NOUN
fbem-9280	40	26	with	with	ADP
fbem-9280	40	27	asymmetric	asymmetric	ADJ
fbem-9280	40	28	initial	initial	ADJ
fbem-9280	40	29	budget	budget	NOUN
fbem-9280	40	30	information	information	NOUN
fbem-9280	40	31	.	.	PUNCT
fbem-9280	41	1	the	the	DET
fbem-9280	41	2	main	main	ADJ
fbem-9280	41	3	findings	finding	NOUN
fbem-9280	41	4	are	be	AUX
fbem-9280	41	5	as	as	SCONJ
fbem-9280	41	6	follows	follow	VERB
fbem-9280	41	7	.	.	PUNCT
fbem-9280	42	1	(	(	PUNCT
fbem-9280	42	2	1	1	X
fbem-9280	42	3	)	)	PUNCT
fbem-9280	42	4	the	the	DET
fbem-9280	42	5	3pr	3pr	ADJ
fbem-9280	42	6	will	will	AUX
fbem-9280	42	7	order	order	VERB
fbem-9280	42	8	more	more	ADJ
fbem-9280	42	9	units	unit	NOUN
fbem-9280	42	10	of	of	ADP
fbem-9280	42	11	goods	good	NOUN
fbem-9280	42	12	when	when	SCONJ
fbem-9280	42	13	it	it	PRON
fbem-9280	42	14	has	have	VERB
fbem-9280	42	15	a	a	DET
fbem-9280	42	16	slight	slight	ADJ
fbem-9280	42	17	initial	initial	ADJ
fbem-9280	42	18	budget	budget	NOUN
fbem-9280	42	19	.	.	PUNCT
fbem-9280	43	1	this	this	PRON
fbem-9280	43	2	seems	seem	VERB
fbem-9280	43	3	counter	counter	ADJ
fbem-9280	43	4	-	-	ADJ
fbem-9280	43	5	intuitive	intuitive	ADJ
fbem-9280	43	6	,	,	PUNCT
fbem-9280	43	7	and	and	CCONJ
fbem-9280	43	8	one	one	PRON
fbem-9280	43	9	might	might	AUX
fbem-9280	43	10	think	think	VERB
fbem-9280	43	11	no	no	ADV
fbem-9280	43	12	matter	matter	ADV
fbem-9280	43	13	how	how	SCONJ
fbem-9280	43	14	much	much	ADJ
fbem-9280	43	15	initial	initial	ADJ
fbem-9280	43	16	budget	budget	NOUN
fbem-9280	43	17	the	the	DET
fbem-9280	43	18	retailer	retailer	NOUN
fbem-9280	43	19	has	have	VERB
fbem-9280	43	20	,	,	PUNCT
fbem-9280	43	21	the	the	DET
fbem-9280	43	22	3pr	3pr	ADJ
fbem-9280	43	23	may	may	AUX
fbem-9280	43	24	claim	claim	VERB
fbem-9280	43	25	it	it	PRON
fbem-9280	43	26	has	have	VERB
fbem-9280	43	27	no	no	DET
fbem-9280	43	28	initial	initial	ADJ
fbem-9280	43	29	budget	budget	NOUN
fbem-9280	43	30	and	and	CCONJ
fbem-9280	43	31	place	place	VERB
fbem-9280	43	32	a	a	DET
fbem-9280	43	33	huge	huge	ADJ
fbem-9280	43	34	order	order	NOUN
fbem-9280	43	35	.	.	PUNCT
fbem-9280	44	1	this	this	PRON
fbem-9280	44	2	is	be	AUX
fbem-9280	44	3	because	because	SCONJ
fbem-9280	44	4	the	the	DET
fbem-9280	44	5	trade	trade	NOUN
fbem-9280	44	6	credit	credit	NOUN
fbem-9280	44	7	is	be	AUX
fbem-9280	44	8	a	a	DET
fbem-9280	44	9	kind	kind	NOUN
fbem-9280	44	10	of	of	ADP
fbem-9280	44	11	non	non	ADJ
fbem-9280	44	12	-	-	ADJ
fbem-9280	44	13	resource	resource	ADJ
fbem-9280	44	14	loan	loan	NOUN
fbem-9280	44	15	,	,	PUNCT
fbem-9280	44	16	hence	hence	ADV
fbem-9280	44	17	the	the	DET
fbem-9280	44	18	less	less	ADV
fbem-9280	44	19	initial	initial	ADJ
fbem-9280	44	20	budget	budget	NOUN
fbem-9280	44	21	it	it	PRON
fbem-9280	44	22	has	have	VERB
fbem-9280	44	23	,	,	PUNCT
fbem-9280	44	24	the	the	PRON
fbem-9280	44	25	cheaper	cheap	ADJ
fbem-9280	44	26	it	it	PRON
fbem-9280	44	27	is	be	AUX
fbem-9280	44	28	to	to	PART
fbem-9280	44	29	default	default	VERB
fbem-9280	44	30	.	.	PUNCT
fbem-9280	45	1	if	if	SCONJ
fbem-9280	45	2	the	the	DET
fbem-9280	45	3	retail	retail	ADJ
fbem-9280	45	4	platform	platform	NOUN
fbem-9280	45	5	does	do	AUX
fbem-9280	45	6	not	not	PART
fbem-9280	45	7	take	take	VERB
fbem-9280	45	8	any	any	DET
fbem-9280	45	9	action	action	NOUN
fbem-9280	45	10	,	,	PUNCT
fbem-9280	45	11	then	then	ADV
fbem-9280	45	12	it	it	PRON
fbem-9280	45	13	will	will	AUX
fbem-9280	45	14	severely	severely	ADV
fbem-9280	45	15	damage	damage	VERB
fbem-9280	45	16	the	the	DET
fbem-9280	45	17	retail	retail	ADJ
fbem-9280	45	18	platform	platform	NOUN
fbem-9280	45	19	’s	’s	PART
fbem-9280	45	20	profit	profit	NOUN
fbem-9280	45	21	.	.	PUNCT
fbem-9280	46	1	(	(	PUNCT
fbem-9280	46	2	2	2	X
fbem-9280	46	3	)	)	PUNCT
fbem-9280	46	4	the	the	DET
fbem-9280	46	5	retail	retail	ADJ
fbem-9280	46	6	platform	platform	NOUN
fbem-9280	46	7	will	will	AUX
fbem-9280	46	8	not	not	PART
fbem-9280	46	9	always	always	ADV
fbem-9280	46	10	satisfy	satisfy	VERB
fbem-9280	46	11	3pr	3pr	ADJ
fbem-9280	46	12	’s	’s	PART
fbem-9280	46	13	trade	trade	NOUN
fbem-9280	46	14	credit	credit	NOUN
fbem-9280	46	15	application	application	NOUN
fbem-9280	46	16	.	.	PUNCT
fbem-9280	47	1	as	as	SCONJ
fbem-9280	47	2	we	we	PRON
fbem-9280	47	3	have	have	AUX
fbem-9280	47	4	mentioned	mention	VERB
fbem-9280	47	5	,	,	PUNCT
fbem-9280	47	6	when	when	SCONJ
fbem-9280	47	7	the	the	DET
fbem-9280	47	8	3pr	3pr	NOUN
fbem-9280	47	9	has	have	VERB
fbem-9280	47	10	a	a	DET
fbem-9280	47	11	slight	slight	ADJ
fbem-9280	47	12	initial	initial	ADJ
fbem-9280	47	13	budget	budget	NOUN
fbem-9280	47	14	,	,	PUNCT
fbem-9280	47	15	the	the	DET
fbem-9280	47	16	3pr	3pr	NOUN
fbem-9280	47	17	will	will	AUX
fbem-9280	47	18	behave	behave	VERB
fbem-9280	47	19	aggressively	aggressively	ADV
fbem-9280	47	20	when	when	SCONJ
fbem-9280	47	21	setting	set	VERB
fbem-9280	47	22	purchasing	purchasing	NOUN
fbem-9280	47	23	orders	order	NOUN
fbem-9280	47	24	,	,	PUNCT
fbem-9280	47	25	which	which	PRON
fbem-9280	47	26	results	result	VERB
fbem-9280	47	27	in	in	ADP
fbem-9280	47	28	irrational	irrational	ADJ
fbem-9280	47	29	trade	trade	NOUN
fbem-9280	47	30	credit	credit	NOUN
fbem-9280	47	31	amount	amount	NOUN
fbem-9280	47	32	;	;	PUNCT
fbem-9280	47	33	the	the	DET
fbem-9280	47	34	3pr	3pr	ADJ
fbem-9280	47	35	’s	’s	PART
fbem-9280	47	36	irrational	irrational	ADJ
fbem-9280	47	37	behavior	behavior	NOUN
fbem-9280	47	38	will	will	AUX
fbem-9280	47	39	be	be	AUX
fbem-9280	47	40	regulated	regulate	VERB
fbem-9280	47	41	and	and	CCONJ
fbem-9280	47	42	avoided	avoid	VERB
fbem-9280	47	43	through	through	ADP
fbem-9280	47	44	our	our	PRON
fbem-9280	47	45	model	model	NOUN
fbem-9280	47	46	,	,	PUNCT
fbem-9280	47	47	and	and	CCONJ
fbem-9280	47	48	the	the	DET
fbem-9280	47	49	trade	trade	NOUN
fbem-9280	47	50	credit	credit	NOUN
fbem-9280	47	51	contract	contract	NOUN
fbem-9280	47	52	will	will	AUX
fbem-9280	47	53	then	then	ADV
fbem-9280	47	54	be	be	AUX
fbem-9280	47	55	a	a	DET
fbem-9280	47	56	win	win	NOUN
fbem-9280	47	57	-	-	PUNCT
fbem-9280	47	58	win	win	NOUN
fbem-9280	47	59	strategy	strategy	NOUN
fbem-9280	47	60	for	for	ADP
fbem-9280	47	61	both	both	PRON
fbem-9280	47	62	the	the	DET
fbem-9280	47	63	3pr	3pr	ADJ
fbem-9280	47	64	and	and	CCONJ
fbem-9280	47	65	the	the	DET
fbem-9280	47	66	retail	retail	ADJ
fbem-9280	47	67	platform	platform	NOUN
fbem-9280	47	68	.	.	PUNCT
fbem-9280	48	1	(	(	PUNCT
fbem-9280	48	2	3	3	X
fbem-9280	48	3	)	)	PUNCT
fbem-9280	48	4	the	the	DET
fbem-9280	48	5	3pr	3pr	NOUN
fbem-9280	48	6	will	will	AUX
fbem-9280	48	7	overstate	overstate	VERB
fbem-9280	48	8	its	its	PRON
fbem-9280	48	9	initial	initial	ADJ
fbem-9280	48	10	budget	budget	NOUN
fbem-9280	48	11	and	and	CCONJ
fbem-9280	48	12	ask	ask	VERB
fbem-9280	48	13	for	for	ADP
fbem-9280	48	14	a	a	DET
fbem-9280	48	15	larger	large	ADJ
fbem-9280	48	16	mount	mount	NOUN
fbem-9280	48	17	of	of	ADP
fbem-9280	48	18	trade	trade	NOUN
fbem-9280	48	19	credit	credit	NOUN
fbem-9280	48	20	under	under	ADP
fbem-9280	48	21	certain	certain	ADJ
fbem-9280	48	22	conditions	condition	NOUN
fbem-9280	48	23	.	.	PUNCT
fbem-9280	49	1	the	the	DET
fbem-9280	49	2	rationale	rationale	NOUN
fbem-9280	49	3	behind	behind	ADV
fbem-9280	49	4	is	be	AUX
fbem-9280	49	5	that	that	SCONJ
fbem-9280	49	6	when	when	SCONJ
fbem-9280	49	7	the	the	DET
fbem-9280	49	8	3pr	3pr	ADJ
fbem-9280	49	9	overstates	overstate	VERB
fbem-9280	49	10	its	its	PRON
fbem-9280	49	11	initial	initial	ADJ
fbem-9280	49	12	budget	budget	NOUN
fbem-9280	49	13	,	,	PUNCT
fbem-9280	49	14	the	the	DET
fbem-9280	49	15	retail	retail	ADJ
fbem-9280	49	16	platform	platform	NOUN
fbem-9280	49	17	may	may	AUX
fbem-9280	49	18	mistakenly	mistakenly	ADV
fbem-9280	49	19	believe	believe	VERB
fbem-9280	49	20	that	that	SCONJ
fbem-9280	49	21	the	the	DET
fbem-9280	49	22	3pr	3pr	NOUN
fbem-9280	49	23	has	have	VERB
fbem-9280	49	24	a	a	DET
fbem-9280	49	25	good	good	ADJ
fbem-9280	49	26	financial	financial	ADJ
fbem-9280	49	27	position	position	NOUN
fbem-9280	49	28	,	,	PUNCT
fbem-9280	49	29	and	and	CCONJ
fbem-9280	49	30	then	then	ADV
fbem-9280	49	31	approve	approve	VERB
fbem-9280	49	32	a	a	DET
fbem-9280	49	33	large	large	ADJ
fbem-9280	49	34	amount	amount	NOUN
fbem-9280	49	35	of	of	ADP
fbem-9280	49	36	loan	loan	NOUN
fbem-9280	49	37	,	,	PUNCT
fbem-9280	49	38	which	which	PRON
fbem-9280	49	39	is	be	AUX
fbem-9280	49	40	very	very	ADV
fbem-9280	49	41	risky	risky	ADJ
fbem-9280	49	42	.	.	PUNCT
fbem-9280	50	1	by	by	ADP
fbem-9280	50	2	inviting	invite	VERB
fbem-9280	50	3	experts	expert	NOUN
fbem-9280	50	4	to	to	PART
fbem-9280	50	5	estimate	estimate	VERB
fbem-9280	50	6	the	the	DET
fbem-9280	50	7	uncertainty	uncertainty	NOUN
fbem-9280	50	8	distribution	distribution	NOUN
fbem-9280	50	9	of	of	ADP
fbem-9280	50	10	3pr	3pr	ADJ
fbem-9280	50	11	’s	’s	PART
fbem-9280	50	12	initial	initial	ADJ
fbem-9280	50	13	budget	budget	NOUN
fbem-9280	50	14	,	,	PUNCT
fbem-9280	50	15	the	the	DET
fbem-9280	50	16	negative	negative	ADJ
fbem-9280	50	17	effect	effect	NOUN
fbem-9280	50	18	can	can	AUX
fbem-9280	50	19	be	be	AUX
fbem-9280	50	20	mitigated	mitigate	VERB
fbem-9280	50	21	to	to	ADP
fbem-9280	50	22	a	a	DET
fbem-9280	50	23	certain	certain	ADJ
fbem-9280	50	24	extent	extent	NOUN
fbem-9280	50	25	.	.	PUNCT
fbem-9280	51	1	the	the	DET
fbem-9280	51	2	rest	rest	NOUN
fbem-9280	51	3	of	of	ADP
fbem-9280	51	4	the	the	DET
fbem-9280	51	5	paper	paper	NOUN
fbem-9280	51	6	is	be	AUX
fbem-9280	51	7	organized	organize	VERB
fbem-9280	51	8	as	as	SCONJ
fbem-9280	51	9	follows	follow	VERB
fbem-9280	51	10	.	.	PUNCT
fbem-9280	52	1	section	section	NOUN
fbem-9280	52	2	2	2	NUM
fbem-9280	52	3	reviews	review	NOUN
fbem-9280	52	4	related	relate	VERB
fbem-9280	52	5	literature	literature	NOUN
fbem-9280	52	6	on	on	ADP
fbem-9280	52	7	newsvendor	newsvendor	ADJ
fbem-9280	52	8	problem	problem	NOUN
fbem-9280	52	9	with	with	ADP
fbem-9280	52	10	demand	demand	NOUN
fbem-9280	52	11	forecast	forecast	NOUN
fbem-9280	52	12	,	,	PUNCT
fbem-9280	52	13	newsvendor	newsvendor	ADJ
fbem-9280	52	14	problem	problem	NOUN
fbem-9280	52	15	with	with	ADP
fbem-9280	52	16	uncertain	uncertain	ADJ
fbem-9280	52	17	demand	demand	NOUN
fbem-9280	52	18	,	,	PUNCT
fbem-9280	52	19	and	and	CCONJ
fbem-9280	52	20	newsvendor	newsvendor	ADJ
fbem-9280	52	21	problem	problem	NOUN
fbem-9280	52	22	involving	involve	VERB
fbem-9280	52	23	trade	trade	NOUN
fbem-9280	52	24	credit	credit	NOUN
fbem-9280	52	25	.	.	PUNCT
fbem-9280	53	1	section	section	NOUN
fbem-9280	53	2	3	3	NUM
fbem-9280	53	3	shows	show	VERB
fbem-9280	53	4	the	the	DET
fbem-9280	53	5	basic	basic	ADJ
fbem-9280	53	6	notations	notation	NOUN
fbem-9280	53	7	and	and	CCONJ
fbem-9280	53	8	assumptions	assumption	NOUN
fbem-9280	53	9	that	that	PRON
fbem-9280	53	10	are	be	AUX
fbem-9280	53	11	used	use	VERB
fbem-9280	53	12	i	i	PRON
fbem-9280	53	13	this	this	DET
fbem-9280	53	14	paper	paper	NOUN
fbem-9280	53	15	.	.	PUNCT
fbem-9280	54	1	section	section	NOUN
fbem-9280	54	2	4	4	NUM
fbem-9280	54	3	constructs	construct	VERB
fbem-9280	54	4	the	the	DET
fbem-9280	54	5	model	model	NOUN
fbem-9280	54	6	and	and	CCONJ
fbem-9280	54	7	solves	solve	VERB
fbem-9280	54	8	this	this	DET
fbem-9280	54	9	problem	problem	NOUN
fbem-9280	54	10	through	through	ADP
fbem-9280	54	11	uncertain	uncertain	ADJ
fbem-9280	54	12	optimization	optimization	NOUN
fbem-9280	54	13	.	.	PUNCT
fbem-9280	55	1	section	section	NOUN
fbem-9280	55	2	5	5	NUM
fbem-9280	55	3	presents	present	VERB
fbem-9280	55	4	a	a	DET
fbem-9280	55	5	numerical	numerical	ADJ
fbem-9280	55	6	example	example	NOUN
fbem-9280	55	7	for	for	ADP
fbem-9280	55	8	the	the	DET
fbem-9280	55	9	reader	reader	NOUN
fbem-9280	55	10	and	and	CCONJ
fbem-9280	55	11	shows	show	VERB
fbem-9280	55	12	how	how	SCONJ
fbem-9280	55	13	to	to	PART
fbem-9280	55	14	use	use	VERB
fbem-9280	55	15	the	the	DET
fbem-9280	55	16	method	method	NOUN
fbem-9280	55	17	we	we	PRON
fbem-9280	55	18	gave	give	VERB
fbem-9280	55	19	in	in	ADP
fbem-9280	55	20	this	this	DET
fbem-9280	55	21	paper	paper	NOUN
fbem-9280	55	22	in	in	ADP
fbem-9280	55	23	a	a	DET
fbem-9280	55	24	practical	practical	ADJ
fbem-9280	55	25	issue	issue	NOUN
fbem-9280	55	26	.	.	PUNCT
fbem-9280	56	1	2	2	X
fbem-9280	56	2	.	.	X
fbem-9280	56	3	literature	literature	NOUN
fbem-9280	56	4	review	review	VERB
fbem-9280	56	5	our	our	PRON
fbem-9280	56	6	work	work	NOUN
fbem-9280	56	7	is	be	AUX
fbem-9280	56	8	related	relate	VERB
fbem-9280	56	9	to	to	ADP
fbem-9280	56	10	three	three	NUM
fbem-9280	56	11	streams	stream	NOUN
fbem-9280	56	12	of	of	ADP
fbem-9280	56	13	literature	literature	NOUN
fbem-9280	56	14	:	:	PUNCT
fbem-9280	56	15	(	(	PUNCT
fbem-9280	56	16	i	i	NOUN
fbem-9280	56	17	)	)	PUNCT
fbem-9280	56	18	newsvendor	newsvendor	PROPN
fbem-9280	56	19	problems	problem	NOUN
fbem-9280	56	20	with	with	ADP
fbem-9280	56	21	demand	demand	NOUN
fbem-9280	56	22	forecast	forecast	NOUN
fbem-9280	56	23	,	,	PUNCT
fbem-9280	56	24	(	(	PUNCT
fbem-9280	56	25	ii	ii	NOUN
fbem-9280	56	26	)	)	PUNCT
fbem-9280	56	27	newsvendor	newsvendor	PROPN
fbem-9280	56	28	problems	problem	NOUN
fbem-9280	56	29	with	with	ADP
fbem-9280	56	30	uncertain	uncertain	ADJ
fbem-9280	56	31	demand	demand	NOUN
fbem-9280	56	32	,	,	PUNCT
fbem-9280	56	33	(	(	PUNCT
fbem-9280	56	34	iii	iii	X
fbem-9280	56	35	)	)	PUNCT
fbem-9280	56	36	trade	trade	NOUN
fbem-9280	56	37	credit	credit	NOUN
fbem-9280	56	38	under	under	ADP
fbem-9280	56	39	newsvendor	newsvendor	ADJ
fbem-9280	56	40	framework	framework	NOUN
fbem-9280	56	41	.	.	PUNCT
fbem-9280	57	1	the	the	DET
fbem-9280	57	2	first	first	ADJ
fbem-9280	57	3	stream	stream	NOUN
fbem-9280	57	4	is	be	AUX
fbem-9280	57	5	related	relate	VERB
fbem-9280	57	6	to	to	ADP
fbem-9280	57	7	newsvendor	newsvendor	ADJ
fbem-9280	57	8	problems	problem	NOUN
fbem-9280	57	9	with	with	ADP
fbem-9280	57	10	demand	demand	NOUN
fbem-9280	57	11	forecast	forecast	NOUN
fbem-9280	57	12	.	.	PUNCT
fbem-9280	58	1	arrow	arrow	NOUN
fbem-9280	58	2	et	et	PROPN
fbem-9280	58	3	al	al	PROPN
fbem-9280	58	4	.	.	PUNCT
fbem-9280	59	1	[	[	X
fbem-9280	59	2	1	1	X
fbem-9280	59	3	]	]	PUNCT
fbem-9280	59	4	established	establish	VERB
fbem-9280	59	5	distributionfree	distributionfree	NOUN
fbem-9280	59	6	method	method	NOUN
fbem-9280	59	7	,	,	PUNCT
fbem-9280	59	8	in	in	ADP
fbem-9280	59	9	which	which	PRON
fbem-9280	59	10	only	only	ADV
fbem-9280	59	11	expected	expect	VERB
fbem-9280	59	12	value	value	NOUN
fbem-9280	59	13	and	and	CCONJ
fbem-9280	59	14	variance	variance	NOUN
fbem-9280	59	15	were	be	AUX
fbem-9280	59	16	deemed	deem	VERB
fbem-9280	59	17	to	to	PART
fbem-9280	59	18	be	be	AUX
fbem-9280	59	19	known	know	VERB
fbem-9280	59	20	.	.	PUNCT
fbem-9280	60	1	graves	grave	NOUN
fbem-9280	60	2	[	[	X
fbem-9280	60	3	12	12	NUM
fbem-9280	60	4	]	]	PUNCT
fbem-9280	60	5	noted	note	VERB
fbem-9280	60	6	that	that	SCONJ
fbem-9280	60	7	the	the	DET
fbem-9280	60	8	demand	demand	NOUN
fbem-9280	60	9	was	be	AUX
fbem-9280	60	10	usually	usually	ADV
fbem-9280	60	11	time	time	NOUN
fbem-9280	60	12	-	-	PUNCT
fbem-9280	60	13	dependent	dependent	ADJ
fbem-9280	60	14	,	,	PUNCT
fbem-9280	60	15	and	and	CCONJ
fbem-9280	60	16	it	it	PRON
fbem-9280	60	17	was	be	AUX
fbem-9280	60	18	not	not	PART
fbem-9280	60	19	proper	proper	ADJ
fbem-9280	60	20	to	to	PART
fbem-9280	60	21	assume	assume	VERB
fbem-9280	60	22	demand	demand	NOUN
fbem-9280	60	23	was	be	AUX
fbem-9280	60	24	independent	independent	ADJ
fbem-9280	60	25	and	and	CCONJ
fbem-9280	60	26	identically	identically	ADV
fbem-9280	60	27	distributed	distribute	VERB
fbem-9280	60	28	.	.	PUNCT
fbem-9280	61	1	therefore	therefore	ADV
fbem-9280	61	2	,	,	PUNCT
fbem-9280	61	3	avyv	avyv	NOUN
fbem-9280	61	4	[	[	X
fbem-9280	61	5	2	2	NUM
fbem-9280	61	6	]	]	PUNCT
fbem-9280	61	7	applied	apply	VERB
fbem-9280	61	8	ar	ar	NOUN
fbem-9280	61	9	model	model	NOUN
fbem-9280	61	10	to	to	PART
fbem-9280	61	11	forecast	forecast	NOUN
fbem-9280	61	12	demand	demand	NOUN
fbem-9280	61	13	,	,	PUNCT
fbem-9280	61	14	dong	dong	PROPN
fbem-9280	61	15	and	and	CCONJ
fbem-9280	61	16	lee	lee	PROPN
fbem-9280	62	1	[	[	X
fbem-9280	62	2	11	11	NUM
fbem-9280	62	3	]	]	PUNCT
fbem-9280	62	4	made	make	VERB
fbem-9280	62	5	use	use	NOUN
fbem-9280	62	6	of	of	ADP
fbem-9280	62	7	the	the	DET
fbem-9280	62	8	martingale	martingale	ADJ
fbem-9280	62	9	method	method	NOUN
fbem-9280	62	10	and	and	CCONJ
fbem-9280	62	11	avyv	avyv	NOUN
fbem-9280	63	1	[	[	X
fbem-9280	63	2	3	3	X
fbem-9280	63	3	]	]	PUNCT
fbem-9280	63	4	used	use	VERB
fbem-9280	63	5	the	the	DET
fbem-9280	63	6	kalman	kalman	PROPN
fbem-9280	63	7	filter	filter	NOUN
fbem-9280	63	8	method	method	NOUN
fbem-9280	63	9	.	.	PUNCT
fbem-9280	64	1	most	most	ADJ
fbem-9280	64	2	of	of	ADP
fbem-9280	64	3	previous	previous	ADJ
fbem-9280	64	4	literature	literature	NOUN
fbem-9280	64	5	was	be	AUX
fbem-9280	64	6	under	under	ADP
fbem-9280	64	7	the	the	DET
fbem-9280	64	8	assumption	assumption	NOUN
fbem-9280	64	9	of	of	ADP
fbem-9280	64	10	sufficient	sufficient	ADJ
fbem-9280	64	11	data	datum	NOUN
fbem-9280	64	12	,	,	PUNCT
fbem-9280	64	13	however	however	ADV
fbem-9280	64	14	,	,	PUNCT
fbem-9280	64	15	there	there	PRON
fbem-9280	64	16	were	be	VERB
fbem-9280	64	17	a	a	DET
fbem-9280	64	18	few	few	ADJ
fbem-9280	64	19	clues	clue	NOUN
fbem-9280	64	20	toward	toward	ADP
fbem-9280	64	21	circumstance	circumstance	NOUN
fbem-9280	64	22	when	when	SCONJ
fbem-9280	64	23	little	little	ADJ
fbem-9280	64	24	data	datum	NOUN
fbem-9280	64	25	is	be	AUX
fbem-9280	64	26	available	available	ADJ
fbem-9280	64	27	.	.	PUNCT
fbem-9280	65	1	to	to	PART
fbem-9280	65	2	address	address	VERB
fbem-9280	65	3	this	this	DET
fbem-9280	65	4	limitation	limitation	NOUN
fbem-9280	65	5	,	,	PUNCT
fbem-9280	65	6	we	we	PRON
fbem-9280	65	7	adopt	adopt	VERB
fbem-9280	65	8	a	a	DET
fbem-9280	65	9	new	new	ADJ
fbem-9280	65	10	method	method	NOUN
fbem-9280	65	11	which	which	PRON
fbem-9280	65	12	estimating	estimate	VERB
fbem-9280	65	13	the	the	DET
fbem-9280	65	14	distribution	distribution	NOUN
fbem-9280	65	15	of	of	ADP
fbem-9280	65	16	the	the	DET
fbem-9280	65	17	demand	demand	NOUN
fbem-9280	65	18	based	base	VERB
fbem-9280	65	19	on	on	ADP
fbem-9280	65	20	experts	expert	NOUN
fbem-9280	65	21	’	'	PUNCT
fbem-9280	65	22	experimental	experimental	ADJ
fbem-9280	65	23	data	datum	NOUN
fbem-9280	65	24	.	.	PUNCT
fbem-9280	66	1	this	this	DET
fbem-9280	66	2	method	method	NOUN
fbem-9280	66	3	derives	derive	VERB
fbem-9280	66	4	from	from	ADP
fbem-9280	66	5	uncertainty	uncertainty	NOUN
fbem-9280	66	6	theory	theory	NOUN
fbem-9280	66	7	and	and	CCONJ
fbem-9280	66	8	proposed	propose	VERB
fbem-9280	66	9	by	by	ADP
fbem-9280	66	10	liu	liu	PROPN
fbem-9280	67	1	[	[	X
fbem-9280	67	2	16	16	NUM
fbem-9280	67	3	]	]	PUNCT
fbem-9280	67	4	.	.	PUNCT
fbem-9280	68	1	this	this	DET
fbem-9280	68	2	method	method	NOUN
fbem-9280	68	3	is	be	AUX
fbem-9280	68	4	different	different	ADJ
fbem-9280	68	5	from	from	ADP
fbem-9280	68	6	preceding	precede	VERB
fbem-9280	68	7	probability	probability	NOUN
fbem-9280	68	8	-	-	PUNCT
fbem-9280	68	9	based	base	VERB
fbem-9280	68	10	method	method	NOUN
fbem-9280	68	11	,	,	PUNCT
fbem-9280	68	12	and	and	CCONJ
fbem-9280	68	13	can	can	AUX
fbem-9280	68	14	be	be	AUX
fbem-9280	68	15	used	use	VERB
fbem-9280	68	16	for	for	ADP
fbem-9280	68	17	data	data	NOUN
fbem-9280	68	18	-	-	PUNCT
fbem-9280	68	19	deficient	deficient	ADJ
fbem-9280	68	20	circumstances	circumstance	NOUN
fbem-9280	68	21	.	.	PUNCT
fbem-9280	69	1	the	the	DET
fbem-9280	69	2	second	second	ADJ
fbem-9280	69	3	stream	stream	NOUN
fbem-9280	69	4	is	be	AUX
fbem-9280	69	5	related	relate	VERB
fbem-9280	69	6	to	to	ADP
fbem-9280	69	7	the	the	DET
fbem-9280	69	8	newsvendor	newsvendor	ADJ
fbem-9280	69	9	problem	problem	NOUN
fbem-9280	69	10	with	with	ADP
fbem-9280	69	11	uncertain	uncertain	ADJ
fbem-9280	69	12	demand	demand	NOUN
fbem-9280	69	13	.	.	PUNCT
fbem-9280	70	1	newsvendor	newsvendor	ADJ
fbem-9280	70	2	problem	problem	NOUN
fbem-9280	70	3	with	with	ADP
fbem-9280	70	4	uncertain	uncertain	ADJ
fbem-9280	70	5	demand	demand	NOUN
fbem-9280	70	6	is	be	AUX
fbem-9280	70	7	proposed	propose	VERB
fbem-9280	70	8	by	by	ADP
fbem-9280	70	9	qin	qin	PROPN
fbem-9280	70	10	and	and	CCONJ
fbem-9280	70	11	kar	kar	PROPN
fbem-9280	71	1	[	[	X
fbem-9280	71	2	18	18	NUM
fbem-9280	71	3	]	]	PUNCT
fbem-9280	71	4	.	.	PUNCT
fbem-9280	72	1	ding	de	VERB
fbem-9280	72	2	[	[	X
fbem-9280	72	3	10	10	NUM
fbem-9280	72	4	]	]	PUNCT
fbem-9280	72	5	thought	think	VERB
fbem-9280	72	6	that	that	SCONJ
fbem-9280	72	7	the	the	DET
fbem-9280	72	8	newsvendor	newsvendor	NOUN
fbem-9280	72	9	usually	usually	ADV
fbem-9280	72	10	sold	sell	VERB
fbem-9280	72	11	multi	multi	ADJ
fbem-9280	72	12	-	-	NOUN
fbem-9280	72	13	product	product	NOUN
fbem-9280	72	14	simultaneously	simultaneously	ADV
fbem-9280	72	15	and	and	CCONJ
fbem-9280	72	16	faced	faced	ADJ
fbem-9280	72	17	storage	storage	NOUN
fbem-9280	72	18	-	-	PUNCT
fbem-9280	72	19	constrained	constrain	VERB
fbem-9280	72	20	problem	problem	NOUN
fbem-9280	72	21	.	.	PUNCT
fbem-9280	73	1	therefore	therefore	ADV
fbem-9280	73	2	,	,	PUNCT
fbem-9280	73	3	they	they	PRON
fbem-9280	73	4	proposed	propose	VERB
fbem-9280	73	5	multi	multi	ADJ
fbem-9280	73	6	-	-	ADJ
fbem-9280	73	7	product	product	ADJ
fbem-9280	73	8	newsvendor	newsvendor	ADJ
fbem-9280	73	9	problem	problem	NOUN
fbem-9280	73	10	with	with	ADP
fbem-9280	73	11	chance	chance	NOUN
fbem-9280	73	12	constraint	constraint	NOUN
fbem-9280	73	13	model	model	NOUN
fbem-9280	73	14	.	.	PUNCT
fbem-9280	74	1	in	in	ADP
fbem-9280	74	2	his	his	PRON
fbem-9280	74	3	model	model	NOUN
fbem-9280	74	4	,	,	PUNCT
fbem-9280	74	5	the	the	DET
fbem-9280	74	6	demand	demand	NOUN
fbem-9280	74	7	is	be	AUX
fbem-9280	74	8	also	also	ADV
fbem-9280	74	9	described	describe	VERB
fbem-9280	74	10	by	by	ADP
fbem-9280	74	11	an	an	DET
fbem-9280	74	12	uncertain	uncertain	ADJ
fbem-9280	74	13	variable	variable	NOUN
fbem-9280	74	14	.	.	PUNCT
fbem-9280	75	1	wang	wang	PROPN
fbem-9280	75	2	et	et	PROPN
fbem-9280	75	3	al	al	PROPN
fbem-9280	75	4	.	.	PUNCT
fbem-9280	76	1	[	[	X
fbem-9280	76	2	19	19	NUM
fbem-9280	76	3	]	]	PUNCT
fbem-9280	76	4	noticed	notice	VERB
fbem-9280	76	5	that	that	SCONJ
fbem-9280	76	6	both	both	DET
fbem-9280	76	7	randomness	randomness	NOUN
fbem-9280	76	8	and	and	CCONJ
fbem-9280	76	9	uncertainty	uncertainty	NOUN
fbem-9280	76	10	may	may	AUX
fbem-9280	76	11	simultaneously	simultaneously	ADV
fbem-9280	76	12	appear	appear	VERB
fbem-9280	76	13	in	in	ADP
fbem-9280	76	14	a	a	DET
fbem-9280	76	15	newsvendor	newsvendor	ADJ
fbem-9280	76	16	problem	problem	NOUN
fbem-9280	76	17	,	,	PUNCT
fbem-9280	76	18	hence	hence	ADV
fbem-9280	76	19	,	,	PUNCT
fbem-9280	76	20	they	they	PRON
fbem-9280	76	21	employed	employ	VERB
fbem-9280	76	22	uncertain	uncertain	ADJ
fbem-9280	76	23	random	random	ADJ
fbem-9280	76	24	variable	variable	NOUN
fbem-9280	76	25	to	to	PART
fbem-9280	76	26	describe	describe	VERB
fbem-9280	76	27	newsvendor	newsvendor	PROPN
fbem-9280	76	28	’s	’s	PART
fbem-9280	76	29	demand	demand	NOUN
fbem-9280	76	30	.	.	PUNCT
fbem-9280	77	1	this	this	DET
fbem-9280	77	2	paper	paper	NOUN
fbem-9280	77	3	assists	assist	VERB
fbem-9280	77	4	in	in	ADP
fbem-9280	77	5	this	this	DET
fbem-9280	77	6	stream	stream	NOUN
fbem-9280	77	7	of	of	ADP
fbem-9280	77	8	research	research	NOUN
fbem-9280	77	9	in	in	ADP
fbem-9280	77	10	two	two	NUM
fbem-9280	77	11	ways	way	NOUN
fbem-9280	77	12	.	.	PUNCT
fbem-9280	78	1	first	first	ADV
fbem-9280	78	2	,	,	PUNCT
fbem-9280	78	3	all	all	DET
fbem-9280	78	4	previous	previous	ADJ
fbem-9280	78	5	research	research	NOUN
fbem-9280	78	6	implicitly	implicitly	ADV
fbem-9280	78	7	assumed	assume	VERB
fbem-9280	78	8	that	that	SCONJ
fbem-9280	78	9	when	when	SCONJ
fbem-9280	78	10	there	there	PRON
fbem-9280	78	11	are	be	VERB
fbem-9280	78	12	little	little	ADJ
fbem-9280	78	13	historical	historical	ADJ
fbem-9280	78	14	data	datum	NOUN
fbem-9280	78	15	,	,	PUNCT
fbem-9280	78	16	and	and	CCONJ
fbem-9280	78	17	the	the	DET
fbem-9280	78	18	demand	demand	NOUN
fbem-9280	78	19	should	should	AUX
fbem-9280	78	20	be	be	AUX
fbem-9280	78	21	described	describe	VERB
fbem-9280	78	22	by	by	ADP
fbem-9280	78	23	an	an	DET
fbem-9280	78	24	uncertain	uncertain	ADJ
fbem-9280	78	25	variable	variable	NOUN
fbem-9280	78	26	with	with	ADP
fbem-9280	78	27	a	a	DET
fbem-9280	78	28	known	know	VERB
fbem-9280	78	29	uncertainty	uncertainty	NOUN
fbem-9280	78	30	distribution	distribution	NOUN
fbem-9280	78	31	,	,	PUNCT
fbem-9280	78	32	but	but	CCONJ
fbem-9280	78	33	none	none	NOUN
fbem-9280	78	34	of	of	ADP
fbem-9280	78	35	them	they	PRON
fbem-9280	78	36	mentioned	mention	VERB
fbem-9280	78	37	how	how	SCONJ
fbem-9280	78	38	to	to	PART
fbem-9280	78	39	obtain	obtain	VERB
fbem-9280	78	40	the	the	DET
fbem-9280	78	41	uncertainty	uncertainty	NOUN
fbem-9280	78	42	distribution	distribution	NOUN
fbem-9280	78	43	of	of	ADP
fbem-9280	78	44	the	the	DET
fbem-9280	78	45	uncertain	uncertain	ADJ
fbem-9280	78	46	demand	demand	NOUN
fbem-9280	78	47	,	,	PUNCT
fbem-9280	78	48	so	so	SCONJ
fbem-9280	78	49	in	in	ADP
fbem-9280	78	50	this	this	DET
fbem-9280	78	51	paper	paper	NOUN
fbem-9280	78	52	,	,	PUNCT
fbem-9280	78	53	we	we	PRON
fbem-9280	78	54	propose	propose	VERB
fbem-9280	78	55	a	a	DET
fbem-9280	78	56	new	new	ADJ
fbem-9280	78	57	method	method	NOUN
fbem-9280	78	58	which	which	PRON
fbem-9280	78	59	explicitly	explicitly	ADV
fbem-9280	78	60	enables	enable	VERB
fbem-9280	78	61	the	the	DET
fbem-9280	78	62	decision	decision	NOUN
fbem-9280	78	63	maker	maker	NOUN
fbem-9280	78	64	to	to	PART
fbem-9280	78	65	obtain	obtain	VERB
fbem-9280	78	66	the	the	DET
fbem-9280	78	67	uncertainty	uncertainty	NOUN
fbem-9280	78	68	distribution	distribution	NOUN
fbem-9280	78	69	.	.	PUNCT
fbem-9280	79	1	second	second	ADJ
fbem-9280	79	2	,	,	PUNCT
fbem-9280	79	3	all	all	DET
fbem-9280	79	4	previous	previous	ADJ
fbem-9280	79	5	research	research	NOUN
fbem-9280	79	6	implicitly	implicitly	ADV
fbem-9280	79	7	assumed	assume	VERB
fbem-9280	79	8	that	that	SCONJ
fbem-9280	79	9	the	the	DET
fbem-9280	79	10	newsvendor	newsvendor	NOUN
fbem-9280	79	11	is	be	AUX
fbem-9280	79	12	well	well	ADV
fbem-9280	79	13	-	-	PUNCT
fbem-9280	79	14	funded	fund	VERB
fbem-9280	79	15	,	,	PUNCT
fbem-9280	79	16	however	however	ADV
fbem-9280	79	17	,	,	PUNCT
fbem-9280	79	18	in	in	ADP
fbem-9280	79	19	reality	reality	NOUN
fbem-9280	79	20	,	,	PUNCT
fbem-9280	79	21	the	the	DET
fbem-9280	79	22	newsvendor	newsvendor	NOUN
fbem-9280	79	23	is	be	AUX
fbem-9280	79	24	usually	usually	ADV
fbem-9280	79	25	capital	capital	NOUN
fbem-9280	79	26	-	-	PUNCT
fbem-9280	79	27	constrained	constrain	VERB
fbem-9280	79	28	,	,	PUNCT
fbem-9280	79	29	hence	hence	ADV
fbem-9280	79	30	,	,	PUNCT
fbem-9280	79	31	we	we	PRON
fbem-9280	79	32	introduce	introduce	VERB
fbem-9280	79	33	trade	trade	NOUN
fbem-9280	79	34	credit	credit	NOUN
fbem-9280	79	35	to	to	ADP
fbem-9280	79	36	previous	previous	ADJ
fbem-9280	79	37	research	research	NOUN
fbem-9280	79	38	and	and	CCONJ
fbem-9280	79	39	analyse	analyse	NOUN
fbem-9280	79	40	how	how	SCONJ
fbem-9280	79	41	trade	trade	NOUN
fbem-9280	79	42	credit	credit	NOUN
fbem-9280	79	43	influences	influence	VERB
fbem-9280	79	44	newsvendor	newsvendor	PROPN
fbem-9280	79	45	’s	’s	PART
fbem-9280	79	46	decision	decision	NOUN
fbem-9280	79	47	.	.	PUNCT
fbem-9280	80	1	the	the	DET
fbem-9280	80	2	third	third	ADJ
fbem-9280	80	3	stream	stream	NOUN
fbem-9280	80	4	is	be	AUX
fbem-9280	80	5	related	relate	VERB
fbem-9280	80	6	to	to	PART
fbem-9280	80	7	trade	trade	VERB
fbem-9280	80	8	credit	credit	NOUN
fbem-9280	80	9	under	under	ADP
fbem-9280	80	10	newsvendor	newsvendor	ADJ
fbem-9280	80	11	framework	framework	NOUN
fbem-9280	80	12	.	.	PUNCT
fbem-9280	81	1	arrow	arrow	NOUN
fbem-9280	81	2	et	et	PROPN
fbem-9280	81	3	al	al	PROPN
fbem-9280	81	4	.	.	PUNCT
fbem-9280	82	1	[	[	X
fbem-9280	82	2	1	1	X
fbem-9280	82	3	]	]	PUNCT
fbem-9280	82	4	initiated	initiate	VERB
fbem-9280	82	5	stochastic	stochastic	ADJ
fbem-9280	82	6	newsvendor	newsvendor	ADJ
fbem-9280	82	7	189	189	NUM
fbem-9280	82	8	problem	problem	NOUN
fbem-9280	82	9	in	in	SCONJ
fbem-9280	82	10	which	which	DET
fbem-9280	82	11	supplier	supplier	NOUN
fbem-9280	82	12	produces	produce	VERB
fbem-9280	82	13	a	a	DET
fbem-9280	82	14	single	single	ADJ
fbem-9280	82	15	product	product	NOUN
fbem-9280	82	16	to	to	ADP
fbem-9280	82	17	the	the	DET
fbem-9280	82	18	retailer	retailer	NOUN
fbem-9280	82	19	and	and	CCONJ
fbem-9280	82	20	the	the	DET
fbem-9280	82	21	retailer	retailer	NOUN
fbem-9280	82	22	faces	face	VERB
fbem-9280	82	23	a	a	DET
fbem-9280	82	24	stochastic	stochastic	ADJ
fbem-9280	82	25	demand	demand	NOUN
fbem-9280	82	26	.	.	PUNCT
fbem-9280	83	1	chen	chen	PROPN
fbem-9280	83	2	and	and	CCONJ
fbem-9280	83	3	wang	wang	PROPN
fbem-9280	84	1	[	[	X
fbem-9280	84	2	9	9	NUM
fbem-9280	84	3	]	]	PUNCT
fbem-9280	84	4	studied	study	VERB
fbem-9280	84	5	a	a	DET
fbem-9280	84	6	stackelberg	stackelberg	PROPN
fbem-9280	84	7	game	game	NOUN
fbem-9280	84	8	between	between	ADP
fbem-9280	84	9	a	a	DET
fbem-9280	84	10	supplier	supplier	NOUN
fbem-9280	84	11	and	and	CCONJ
fbem-9280	84	12	a	a	DET
fbem-9280	84	13	capital	capital	NOUN
fbem-9280	84	14	constrained	constrain	VERB
fbem-9280	84	15	retailer	retailer	NOUN
fbem-9280	84	16	.	.	PUNCT
fbem-9280	85	1	they	they	PRON
fbem-9280	85	2	discussed	discuss	VERB
fbem-9280	85	3	the	the	DET
fbem-9280	85	4	optimal	optimal	ADJ
fbem-9280	85	5	ordering	ordering	NOUN
fbem-9280	85	6	quantity	quantity	NOUN
fbem-9280	85	7	for	for	ADP
fbem-9280	85	8	the	the	DET
fbem-9280	85	9	retailer	retailer	NOUN
fbem-9280	85	10	when	when	SCONJ
fbem-9280	85	11	it	it	PRON
fbem-9280	85	12	received	receive	VERB
fbem-9280	85	13	trade	trade	NOUN
fbem-9280	85	14	credit	credit	NOUN
fbem-9280	85	15	from	from	ADP
fbem-9280	85	16	the	the	DET
fbem-9280	85	17	supplier	supplier	NOUN
fbem-9280	85	18	and	and	CCONJ
fbem-9280	85	19	showed	show	VERB
fbem-9280	85	20	that	that	SCONJ
fbem-9280	85	21	wholesale	wholesale	ADJ
fbem-9280	85	22	price	price	NOUN
fbem-9280	85	23	contract	contract	NOUN
fbem-9280	85	24	can	can	AUX
fbem-9280	85	25	coordinate	coordinate	VERB
fbem-9280	85	26	the	the	DET
fbem-9280	85	27	supply	supply	NOUN
fbem-9280	85	28	chain	chain	NOUN
fbem-9280	85	29	.	.	PUNCT
fbem-9280	86	1	gupta	gupta	PROPN
fbem-9280	86	2	and	and	CCONJ
fbem-9280	86	3	wang	wang	PROPN
fbem-9280	87	1	[	[	X
fbem-9280	87	2	13	13	NUM
fbem-9280	87	3	]	]	PUNCT
fbem-9280	87	4	studied	study	VERB
fbem-9280	87	5	a	a	DET
fbem-9280	87	6	multi	multi	ADJ
fbem-9280	87	7	-	-	ADJ
fbem-9280	87	8	period	period	ADJ
fbem-9280	87	9	stochastic	stochastic	ADJ
fbem-9280	87	10	inventory	inventory	NOUN
fbem-9280	87	11	model	model	NOUN
fbem-9280	87	12	with	with	ADP
fbem-9280	87	13	trade	trade	NOUN
fbem-9280	87	14	credit	credit	NOUN
fbem-9280	87	15	.	.	PUNCT
fbem-9280	88	1	konvelis	konvelis	PROPN
fbem-9280	88	2	and	and	CCONJ
fbem-9280	88	3	zhao	zhao	PROPN
fbem-9280	89	1	[	[	X
fbem-9280	89	2	14	14	NUM
fbem-9280	89	3	]	]	PUNCT
fbem-9280	89	4	considered	consider	VERB
fbem-9280	89	5	the	the	DET
fbem-9280	89	6	newsvendor	newsvendor	NOUN
fbem-9280	89	7	is	be	AUX
fbem-9280	89	8	financed	finance	VERB
fbem-9280	89	9	by	by	ADP
fbem-9280	89	10	bank	bank	NOUN
fbem-9280	89	11	credit	credit	NOUN
fbem-9280	89	12	and	and	CCONJ
fbem-9280	89	13	trade	trade	NOUN
fbem-9280	89	14	credit	credit	NOUN
fbem-9280	89	15	simultaneously	simultaneously	ADV
fbem-9280	89	16	,	,	PUNCT
fbem-9280	89	17	and	and	CCONJ
fbem-9280	89	18	the	the	DET
fbem-9280	89	19	retailer	retailer	NOUN
fbem-9280	89	20	will	will	AUX
fbem-9280	89	21	always	always	ADV
fbem-9280	89	22	prefer	prefer	VERB
fbem-9280	89	23	optimally	optimally	ADV
fbem-9280	89	24	-	-	PUNCT
fbem-9280	89	25	structured	structure	VERB
fbem-9280	89	26	trade	trade	NOUN
fbem-9280	89	27	credit	credit	NOUN
fbem-9280	89	28	to	to	ADP
fbem-9280	89	29	bank	bank	NOUN
fbem-9280	89	30	credit	credit	NOUN
fbem-9280	89	31	.	.	PUNCT
fbem-9280	90	1	bing	bing	VERB
fbem-9280	90	2	et	et	PROPN
fbem-9280	90	3	al	al	PROPN
fbem-9280	90	4	.	.	PUNCT
fbem-9280	91	1	[	[	X
fbem-9280	91	2	5	5	NUM
fbem-9280	91	3	]	]	PUNCT
fbem-9280	91	4	discussed	discuss	VERB
fbem-9280	91	5	how	how	SCONJ
fbem-9280	91	6	production	production	NOUN
fbem-9280	91	7	cost	cost	NOUN
fbem-9280	91	8	influenced	influence	VERB
fbem-9280	91	9	retailer	retailer	NOUN
fbem-9280	91	10	’s	’s	PART
fbem-9280	91	11	choice	choice	NOUN
fbem-9280	91	12	between	between	ADP
fbem-9280	91	13	bank	bank	NOUN
fbem-9280	91	14	credit	credit	NOUN
fbem-9280	91	15	and	and	CCONJ
fbem-9280	91	16	trade	trade	NOUN
fbem-9280	91	17	credit	credit	NOUN
fbem-9280	91	18	.	.	PUNCT
fbem-9280	92	1	the	the	DET
fbem-9280	92	2	previous	previous	ADJ
fbem-9280	92	3	research	research	NOUN
fbem-9280	92	4	discussed	discuss	VERB
fbem-9280	92	5	retailer	retailer	NOUN
fbem-9280	92	6	’s	’s	PART
fbem-9280	92	7	optimal	optimal	ADJ
fbem-9280	92	8	operational	operational	ADJ
fbem-9280	92	9	decision	decision	NOUN
fbem-9280	92	10	under	under	ADP
fbem-9280	92	11	the	the	DET
fbem-9280	92	12	assumption	assumption	NOUN
fbem-9280	92	13	that	that	SCONJ
fbem-9280	92	14	the	the	DET
fbem-9280	92	15	demand	demand	NOUN
fbem-9280	92	16	is	be	AUX
fbem-9280	92	17	characterised	characterise	VERB
fbem-9280	92	18	by	by	ADP
fbem-9280	92	19	a	a	DET
fbem-9280	92	20	stochastic	stochastic	ADJ
fbem-9280	92	21	variable	variable	NOUN
fbem-9280	92	22	with	with	ADP
fbem-9280	92	23	known	know	VERB
fbem-9280	92	24	distribution	distribution	NOUN
fbem-9280	92	25	.	.	PUNCT
fbem-9280	93	1	carrizosa	carrizosa	PROPN
fbem-9280	93	2	et	et	PROPN
fbem-9280	93	3	al	al	PROPN
fbem-9280	93	4	.	.	PUNCT
fbem-9280	94	1	[	[	X
fbem-9280	94	2	8	8	NUM
fbem-9280	94	3	]	]	PUNCT
fbem-9280	94	4	showed	show	VERB
fbem-9280	94	5	that	that	SCONJ
fbem-9280	94	6	this	this	DET
fbem-9280	94	7	assumption	assumption	NOUN
fbem-9280	94	8	may	may	AUX
fbem-9280	94	9	be	be	AUX
fbem-9280	94	10	unrealistic	unrealistic	ADJ
fbem-9280	94	11	in	in	ADP
fbem-9280	94	12	many	many	ADJ
fbem-9280	94	13	cases	case	NOUN
fbem-9280	94	14	,	,	PUNCT
fbem-9280	94	15	for	for	ADP
fbem-9280	94	16	example	example	NOUN
fbem-9280	94	17	,	,	PUNCT
fbem-9280	94	18	due	due	ADP
fbem-9280	94	19	to	to	ADP
fbem-9280	94	20	small	small	ADJ
fbem-9280	94	21	sample	sample	NOUN
fbem-9280	94	22	size	size	NOUN
fbem-9280	94	23	,	,	PUNCT
fbem-9280	94	24	if	if	SCONJ
fbem-9280	94	25	the	the	DET
fbem-9280	94	26	demand	demand	NOUN
fbem-9280	94	27	is	be	AUX
fbem-9280	94	28	inferred	infer	VERB
fbem-9280	94	29	from	from	ADP
fbem-9280	94	30	sample	sample	NOUN
fbem-9280	94	31	data	datum	NOUN
fbem-9280	94	32	,	,	PUNCT
fbem-9280	94	33	then	then	ADV
fbem-9280	94	34	some	some	DET
fbem-9280	94	35	desirable	desirable	ADJ
fbem-9280	94	36	statistical	statistical	ADJ
fbem-9280	94	37	properties	property	NOUN
fbem-9280	94	38	,	,	PUNCT
fbem-9280	94	39	e.g.	e.g.	ADV
fbem-9280	94	40	consistency	consistency	NOUN
fbem-9280	94	41	,	,	PUNCT
fbem-9280	94	42	may	may	AUX
fbem-9280	94	43	not	not	PART
fbem-9280	94	44	hold	hold	VERB
fbem-9280	94	45	any	any	DET
fbem-9280	94	46	more	more	ADJ
fbem-9280	94	47	.	.	PUNCT
fbem-9280	95	1	this	this	DET
fbem-9280	95	2	paper	paper	NOUN
fbem-9280	95	3	is	be	AUX
fbem-9280	95	4	free	free	ADJ
fbem-9280	95	5	from	from	ADP
fbem-9280	95	6	this	this	DET
fbem-9280	95	7	assumption	assumption	NOUN
fbem-9280	95	8	by	by	ADP
fbem-9280	95	9	assuming	assume	VERB
fbem-9280	95	10	the	the	DET
fbem-9280	95	11	demand	demand	NOUN
fbem-9280	95	12	is	be	AUX
fbem-9280	95	13	an	an	DET
fbem-9280	95	14	uncertain	uncertain	ADJ
fbem-9280	95	15	variable	variable	NOUN
fbem-9280	95	16	whose	whose	DET
fbem-9280	95	17	distribution	distribution	NOUN
fbem-9280	95	18	function	function	NOUN
fbem-9280	95	19	is	be	AUX
fbem-9280	95	20	estimated	estimate	VERB
fbem-9280	95	21	by	by	ADP
fbem-9280	95	22	experts	expert	NOUN
fbem-9280	95	23	’	'	PUNCT
fbem-9280	95	24	experimental	experimental	ADJ
fbem-9280	95	25	data	datum	NOUN
fbem-9280	95	26	instead	instead	ADV
fbem-9280	95	27	of	of	ADP
fbem-9280	95	28	historical	historical	ADJ
fbem-9280	95	29	data	datum	NOUN
fbem-9280	95	30	,	,	PUNCT
fbem-9280	95	31	and	and	CCONJ
fbem-9280	95	32	we	we	PRON
fbem-9280	95	33	also	also	ADV
fbem-9280	95	34	derive	derive	VERB
fbem-9280	95	35	similar	similar	ADJ
fbem-9280	95	36	and	and	CCONJ
fbem-9280	95	37	reasonable	reasonable	ADJ
fbem-9280	95	38	conclusions	conclusion	NOUN
fbem-9280	95	39	as	as	SCONJ
fbem-9280	95	40	they	they	PRON
fbem-9280	95	41	did	do	VERB
fbem-9280	95	42	.	.	PUNCT
fbem-9280	96	1	to	to	PART
fbem-9280	96	2	summarize	summarize	VERB
fbem-9280	96	3	,	,	PUNCT
fbem-9280	96	4	our	our	PRON
fbem-9280	96	5	research	research	NOUN
fbem-9280	96	6	contributes	contribute	VERB
fbem-9280	96	7	literature	literature	NOUN
fbem-9280	96	8	by	by	ADP
fbem-9280	96	9	analysing	analyse	VERB
fbem-9280	96	10	a	a	DET
fbem-9280	96	11	capital	capital	NOUN
fbem-9280	96	12	-	-	PUNCT
fbem-9280	96	13	constrained	constrain	VERB
fbem-9280	96	14	retailer	retailer	NOUN
fbem-9280	96	15	who	who	PRON
fbem-9280	96	16	is	be	AUX
fbem-9280	96	17	financed	finance	VERB
fbem-9280	96	18	by	by	ADP
fbem-9280	96	19	its	its	PRON
fbem-9280	96	20	upstream	upstream	ADJ
fbem-9280	96	21	supplier	supplier	NOUN
fbem-9280	96	22	through	through	ADP
fbem-9280	96	23	trade	trade	NOUN
fbem-9280	96	24	credit	credit	NOUN
fbem-9280	96	25	when	when	SCONJ
fbem-9280	96	26	there	there	PRON
fbem-9280	96	27	is	be	VERB
fbem-9280	96	28	no	no	DET
fbem-9280	96	29	historical	historical	ADJ
fbem-9280	96	30	data	datum	NOUN
fbem-9280	96	31	of	of	ADP
fbem-9280	96	32	sales	sale	NOUN
fbem-9280	96	33	are	be	AUX
fbem-9280	96	34	available	available	ADJ
fbem-9280	96	35	.	.	PUNCT
fbem-9280	97	1	as	as	ADV
fbem-9280	97	2	far	far	ADV
fbem-9280	97	3	as	as	SCONJ
fbem-9280	97	4	we	we	PRON
fbem-9280	97	5	know	know	VERB
fbem-9280	97	6	,	,	PUNCT
fbem-9280	97	7	this	this	PRON
fbem-9280	97	8	is	be	AUX
fbem-9280	97	9	the	the	DET
fbem-9280	97	10	first	first	ADJ
fbem-9280	97	11	paper	paper	NOUN
fbem-9280	97	12	that	that	PRON
fbem-9280	97	13	focusses	focusse	VERB
fbem-9280	97	14	on	on	ADP
fbem-9280	97	15	capital	capital	NOUN
fbem-9280	97	16	-	-	PUNCT
fbem-9280	97	17	constrained	constrain	VERB
fbem-9280	97	18	retailer	retailer	NOUN
fbem-9280	97	19	’s	’s	PART
fbem-9280	97	20	lot	lot	NOUN
fbem-9280	97	21	-	-	PUNCT
fbem-9280	97	22	sizing	size	VERB
fbem-9280	97	23	decision	decision	NOUN
fbem-9280	97	24	when	when	SCONJ
fbem-9280	97	25	no	no	PRON
fbem-9280	97	26	or	or	CCONJ
fbem-9280	97	27	only	only	ADV
fbem-9280	97	28	a	a	DET
fbem-9280	97	29	little	little	ADJ
fbem-9280	97	30	historical	historical	ADJ
fbem-9280	97	31	data	datum	NOUN
fbem-9280	97	32	of	of	ADP
fbem-9280	97	33	sales	sale	NOUN
fbem-9280	97	34	are	be	AUX
fbem-9280	97	35	available	available	ADJ
fbem-9280	97	36	.	.	PUNCT
fbem-9280	98	1	this	this	DET
fbem-9280	98	2	paper	paper	NOUN
fbem-9280	98	3	fills	fill	VERB
fbem-9280	98	4	two	two	NUM
fbem-9280	98	5	research	research	NOUN
fbem-9280	98	6	gaps	gap	NOUN
fbem-9280	98	7	.	.	PUNCT
fbem-9280	99	1	first	first	ADV
fbem-9280	99	2	,	,	PUNCT
fbem-9280	99	3	this	this	DET
fbem-9280	99	4	paper	paper	NOUN
fbem-9280	99	5	use	use	VERB
fbem-9280	99	6	a	a	DET
fbem-9280	99	7	new	new	ADJ
fbem-9280	99	8	method	method	NOUN
fbem-9280	99	9	,	,	PUNCT
fbem-9280	99	10	which	which	PRON
fbem-9280	99	11	is	be	AUX
fbem-9280	99	12	based	base	VERB
fbem-9280	99	13	on	on	ADP
fbem-9280	99	14	experts	expert	NOUN
fbem-9280	99	15	experimental	experimental	ADJ
fbem-9280	99	16	data	datum	NOUN
fbem-9280	99	17	(	(	PUNCT
fbem-9280	99	18	[	[	X
fbem-9280	99	19	16	16	NUM
fbem-9280	99	20	]	]	SYM
fbem-9280	99	21	)	)	PUNCT
fbem-9280	99	22	,	,	PUNCT
fbem-9280	99	23	to	to	PART
fbem-9280	99	24	forecast	forecast	VERB
fbem-9280	99	25	newsvendor	newsvendor	PROPN
fbem-9280	99	26	’s	’s	PART
fbem-9280	99	27	demand	demand	NOUN
fbem-9280	99	28	.	.	PUNCT
fbem-9280	100	1	this	this	DET
fbem-9280	100	2	method	method	NOUN
fbem-9280	100	3	has	have	AUX
fbem-9280	100	4	never	never	ADV
fbem-9280	100	5	been	be	AUX
fbem-9280	100	6	used	use	VERB
fbem-9280	100	7	in	in	ADP
fbem-9280	100	8	uncertain	uncertain	ADJ
fbem-9280	100	9	newsvendor	newsvendor	ADJ
fbem-9280	100	10	problem	problem	NOUN
fbem-9280	100	11	.	.	PUNCT
fbem-9280	101	1	in	in	ADP
fbem-9280	101	2	addition	addition	NOUN
fbem-9280	101	3	,	,	PUNCT
fbem-9280	101	4	this	this	PRON
fbem-9280	101	5	paper	paper	NOUN
fbem-9280	101	6	introduces	introduce	VERB
fbem-9280	101	7	trade	trade	NOUN
fbem-9280	101	8	credit	credit	NOUN
fbem-9280	101	9	into	into	ADP
fbem-9280	101	10	uncertain	uncertain	ADJ
fbem-9280	101	11	newsvendor	newsvendor	NOUN
fbem-9280	101	12	model	model	NOUN
fbem-9280	101	13	.	.	PUNCT
fbem-9280	102	1	3	3	X
fbem-9280	102	2	.	.	NOUN
fbem-9280	102	3	notations	notation	NOUN
fbem-9280	102	4	and	and	CCONJ
fbem-9280	102	5	assumptions	assumption	VERB
fbem-9280	102	6	the	the	DET
fbem-9280	102	7	following	follow	VERB
fbem-9280	102	8	notations	notation	NOUN
fbem-9280	102	9	and	and	CCONJ
fbem-9280	102	10	assumptions	assumption	NOUN
fbem-9280	102	11	are	be	AUX
fbem-9280	102	12	used	use	VERB
fbem-9280	102	13	in	in	ADP
fbem-9280	102	14	this	this	DET
fbem-9280	102	15	paper	paper	NOUN
fbem-9280	102	16	.	.	PUNCT
fbem-9280	103	1	parameter	parameter	NOUN
fbem-9280	103	2	description	description	NOUN
fbem-9280	103	3	𝐷	𝐷	PROPN
fbem-9280	103	4	3pr	3pr	NOUN
fbem-9280	103	5	’s	’s	PART
fbem-9280	103	6	demand	demand	NOUN
fbem-9280	103	7	,	,	PUNCT
fbem-9280	103	8	an	an	DET
fbem-9280	103	9	uncertain	uncertain	ADJ
fbem-9280	103	10	variable	variable	ADJ
fbem-9280	103	11	𝑄𝑅	𝑄𝑅	PROPN
fbem-9280	103	12	3pr	3pr	NOUN
fbem-9280	103	13	’s	’s	ADV
fbem-9280	103	14	ordering	order	VERB
fbem-9280	103	15	quantity	quantity	NOUN
fbem-9280	103	16	𝑄𝑆	𝑄𝑆	PROPN
fbem-9280	103	17	the	the	DET
fbem-9280	103	18	optimal	optimal	ADJ
fbem-9280	103	19	upper	upper	ADJ
fbem-9280	103	20	limit	limit	NOUN
fbem-9280	103	21	of	of	ADP
fbem-9280	103	22	3pr	3pr	ADJ
fbem-9280	103	23	’s	’s	PART
fbem-9280	103	24	ordering	order	VERB
fbem-9280	103	25	quantity	quantity	NOUN
fbem-9280	103	26	set	set	VERB
fbem-9280	103	27	by	by	ADP
fbem-9280	103	28	the	the	DET
fbem-9280	103	29	retail	retail	ADJ
fbem-9280	103	30	platform	platform	NOUN
fbem-9280	103	31	𝑄𝑈	𝑄𝑈	PROPN
fbem-9280	103	32	3pr	3pr	NOUN
fbem-9280	103	33	’s	’s	ADV
fbem-9280	103	34	ordering	order	VERB
fbem-9280	103	35	quantity	quantity	NOUN
fbem-9280	103	36	in	in	ADP
fbem-9280	103	37	a	a	DET
fbem-9280	103	38	standard	standard	ADJ
fbem-9280	103	39	uncertain	uncertain	ADJ
fbem-9280	103	40	newsvendor	newsvendor	ADJ
fbem-9280	103	41	problem	problem	NOUN
fbem-9280	103	42	.	.	PUNCT
fbem-9280	104	1	𝑝	𝑝	DET
fbem-9280	104	2	retail	retail	ADJ
fbem-9280	104	3	price	price	NOUN
fbem-9280	104	4	𝑤	𝑤	ADP
fbem-9280	104	5	wholesale	wholesale	ADJ
fbem-9280	104	6	price	price	NOUN
fbem-9280	104	7	𝑐	𝑐	PROPN
fbem-9280	104	8	production	production	NOUN
fbem-9280	104	9	cost	cost	NOUN
fbem-9280	104	10	𝐵	𝐵	PROPN
fbem-9280	104	11	retailer	retailer	NOUN
fbem-9280	104	12	’s	’s	PART
fbem-9280	104	13	initial	initial	ADJ
fbem-9280	104	14	capital	capital	NOUN
fbem-9280	104	15	φ	φ	PROPN
fbem-9280	104	16	𝑥	𝑥	PROPN
fbem-9280	104	17	the	the	DET
fbem-9280	104	18	uncertainty	uncertainty	NOUN
fbem-9280	104	19	distribution	distribution	NOUN
fbem-9280	104	20	of	of	ADP
fbem-9280	104	21	d	d	PROPN
fbem-9280	104	22	∅	∅	NOUN
fbem-9280	104	23	𝑥	𝑥	ADP
fbem-9280	104	24	the	the	DET
fbem-9280	104	25	derivative	derivative	NOUN
fbem-9280	104	26	of	of	ADP
fbem-9280	104	27	φ	φ	NUM
fbem-9280	104	28	𝑥	𝑥	PROPN
fbem-9280	104	29	π𝑅	π𝑅	PROPN
fbem-9280	104	30	3pr	3pr	ADJ
fbem-9280	104	31	’s	’s	PART
fbem-9280	104	32	expected	expect	VERB
fbem-9280	104	33	payoff	payoff	NOUN
fbem-9280	104	34	π𝑆	π𝑆	ADP
fbem-9280	104	35	retail	retail	ADJ
fbem-9280	104	36	platform	platform	NOUN
fbem-9280	104	37	’s	’s	PART
fbem-9280	104	38	expected	expect	VERB
fbem-9280	104	39	payoff	payoff	NOUN
fbem-9280	104	40	π𝑈𝑅	π𝑈𝑅	ADJ
fbem-9280	104	41	well	well	ADV
fbem-9280	104	42	-	-	PUNCT
fbem-9280	104	43	funded	fund	VERB
fbem-9280	104	44	3pr	3pr	NOUN
fbem-9280	104	45	’s	’s	PART
fbem-9280	104	46	expected	expect	VERB
fbem-9280	104	47	payoff	payoff	NOUN
fbem-9280	104	48	π𝑈𝑆	π𝑈𝑆	X
fbem-9280	104	49	retail	retail	ADJ
fbem-9280	104	50	platform	platform	NOUN
fbem-9280	104	51	’s	’s	PART
fbem-9280	104	52	expected	expect	VERB
fbem-9280	104	53	payoff	payoff	NOUN
fbem-9280	104	54	when	when	SCONJ
fbem-9280	104	55	the	the	DET
fbem-9280	104	56	3pr	3pr	NOUN
fbem-9280	104	57	is	be	AUX
fbem-9280	104	58	well	well	ADV
fbem-9280	104	59	-	-	PUNCT
fbem-9280	104	60	funded	fund	VERB
fbem-9280	104	61	3.1	3.1	NUM
fbem-9280	104	62	.	.	PUNCT
fbem-9280	104	63	notations	notation	NOUN
fbem-9280	104	64	assumptions	assumption	NOUN
fbem-9280	104	65	.	.	PUNCT
fbem-9280	105	1	assumption	assumption	NOUN
fbem-9280	105	2	1	1	NUM
fbem-9280	105	3	:	:	PUNCT
fbem-9280	105	4	the	the	DET
fbem-9280	105	5	3pr	3pr	NOUN
fbem-9280	105	6	has	have	VERB
fbem-9280	105	7	little	little	ADJ
fbem-9280	105	8	historical	historical	ADJ
fbem-9280	105	9	information	information	NOUN
fbem-9280	105	10	about	about	ADP
fbem-9280	105	11	uncertain	uncertain	ADJ
fbem-9280	105	12	demand	demand	NOUN
fbem-9280	105	13	.	.	PUNCT
fbem-9280	106	1	as	as	SCONJ
fbem-9280	106	2	we	we	PRON
fbem-9280	106	3	have	have	AUX
fbem-9280	106	4	discussed	discuss	VERB
fbem-9280	106	5	in	in	ADP
fbem-9280	106	6	the	the	DET
fbem-9280	106	7	introduction	introduction	NOUN
fbem-9280	106	8	section	section	NOUN
fbem-9280	106	9	,	,	PUNCT
fbem-9280	106	10	most	most	ADJ
fbem-9280	106	11	of	of	ADP
fbem-9280	106	12	3prs	3prs	NUM
fbem-9280	106	13	that	that	PRON
fbem-9280	106	14	apply	apply	VERB
fbem-9280	106	15	for	for	ADP
fbem-9280	106	16	trade	trade	NOUN
fbem-9280	106	17	credit	credit	NOUN
fbem-9280	106	18	are	be	AUX
fbem-9280	106	19	start	start	NOUN
fbem-9280	106	20	-	-	PUNCT
fbem-9280	106	21	up	up	ADP
fbem-9280	106	22	enterprises	enterprise	NOUN
fbem-9280	106	23	or	or	CCONJ
fbem-9280	106	24	individuals	individual	NOUN
fbem-9280	106	25	.	.	PUNCT
fbem-9280	107	1	the	the	DET
fbem-9280	107	2	law	law	NOUN
fbem-9280	107	3	of	of	ADP
fbem-9280	107	4	large	large	ADJ
fbem-9280	107	5	number	number	NOUN
fbem-9280	107	6	may	may	AUX
fbem-9280	107	7	be	be	AUX
fbem-9280	107	8	untenable	untenable	ADJ
fbem-9280	107	9	in	in	ADP
fbem-9280	107	10	this	this	DET
fbem-9280	107	11	situation	situation	NOUN
fbem-9280	107	12	[	[	X
fbem-9280	107	13	17	17	NUM
fbem-9280	107	14	]	]	PUNCT
fbem-9280	107	15	.	.	PUNCT
fbem-9280	108	1	as	as	ADP
fbem-9280	108	2	in	in	ADP
fbem-9280	108	3	[	[	X
fbem-9280	108	4	10	10	NUM
fbem-9280	108	5	]	]	PUNCT
fbem-9280	108	6	,	,	PUNCT
fbem-9280	108	7	[	[	X
fbem-9280	108	8	18	18	NUM
fbem-9280	108	9	]	]	PUNCT
fbem-9280	108	10	and	and	CCONJ
fbem-9280	108	11	[	[	X
fbem-9280	108	12	19	19	NUM
fbem-9280	108	13	]	]	PUNCT
fbem-9280	108	14	,	,	PUNCT
fbem-9280	108	15	we	we	PRON
fbem-9280	108	16	assume	assume	VERB
fbem-9280	108	17	that	that	SCONJ
fbem-9280	108	18	the	the	DET
fbem-9280	108	19	demand	demand	NOUN
fbem-9280	108	20	is	be	AUX
fbem-9280	108	21	described	describe	VERB
fbem-9280	108	22	by	by	ADP
fbem-9280	108	23	an	an	DET
fbem-9280	108	24	uncertain	uncertain	ADJ
fbem-9280	108	25	variable	variable	NOUN
fbem-9280	108	26	.	.	PUNCT
fbem-9280	109	1	assumption	assumption	NOUN
fbem-9280	109	2	2	2	NUM
fbem-9280	109	3	:	:	PUNCT
fbem-9280	109	4	the	the	DET
fbem-9280	109	5	salvage	salvage	NOUN
fbem-9280	109	6	value	value	NOUN
fbem-9280	109	7	of	of	ADP
fbem-9280	109	8	the	the	DET
fbem-9280	109	9	product	product	NOUN
fbem-9280	109	10	is	be	AUX
fbem-9280	109	11	zero	zero	NUM
fbem-9280	109	12	.	.	PUNCT
fbem-9280	110	1	to	to	PART
fbem-9280	110	2	simplify	simplify	VERB
fbem-9280	110	3	the	the	DET
fbem-9280	110	4	model	model	NOUN
fbem-9280	110	5	,	,	PUNCT
fbem-9280	110	6	just	just	ADV
fbem-9280	110	7	as	as	SCONJ
fbem-9280	110	8	in	in	ADP
fbem-9280	110	9	[	[	PUNCT
fbem-9280	110	10	9	9	NUM
fbem-9280	110	11	]	]	PUNCT
fbem-9280	110	12	,	,	PUNCT
fbem-9280	110	13	we	we	PRON
fbem-9280	110	14	assume	assume	VERB
fbem-9280	110	15	the	the	DET
fbem-9280	110	16	salvage	salvage	NOUN
fbem-9280	110	17	value	value	NOUN
fbem-9280	110	18	of	of	ADP
fbem-9280	110	19	the	the	DET
fbem-9280	110	20	product	product	NOUN
fbem-9280	110	21	is	be	AUX
fbem-9280	110	22	zero	zero	NUM
fbem-9280	110	23	.	.	PUNCT
fbem-9280	110	24	assumption	assumption	NOUN
fbem-9280	110	25	3	3	NUM
fbem-9280	110	26	:	:	PUNCT
fbem-9280	110	27	when	when	SCONJ
fbem-9280	110	28	the	the	DET
fbem-9280	110	29	3pr	3pr	ADJ
fbem-9280	110	30	’s	’s	PART
fbem-9280	110	31	initial	initial	ADJ
fbem-9280	110	32	capital	capital	NOUN
fbem-9280	110	33	b	b	PROPN
fbem-9280	110	34	is	be	AUX
fbem-9280	110	35	not	not	PART
fbem-9280	110	36	enough	enough	ADJ
fbem-9280	110	37	to	to	PART
fbem-9280	110	38	pay	pay	VERB
fbem-9280	110	39	off	off	ADP
fbem-9280	110	40	the	the	DET
fbem-9280	110	41	ordering	ordering	NOUN
fbem-9280	110	42	cost	cost	NOUN
fbem-9280	110	43	,	,	PUNCT
fbem-9280	110	44	the	the	DET
fbem-9280	110	45	retail	retail	ADJ
fbem-9280	110	46	platform	platform	NOUN
fbem-9280	110	47	is	be	AUX
fbem-9280	110	48	ready	ready	ADJ
fbem-9280	110	49	to	to	PART
fbem-9280	110	50	offer	offer	VERB
fbem-9280	110	51	trade	trade	NOUN
fbem-9280	110	52	credit	credit	NOUN
fbem-9280	110	53	.	.	PUNCT
fbem-9280	111	1	as	as	SCONJ
fbem-9280	111	2	we	we	PRON
fbem-9280	111	3	have	have	AUX
fbem-9280	111	4	discussed	discuss	VERB
fbem-9280	111	5	in	in	ADP
fbem-9280	111	6	the	the	DET
fbem-9280	111	7	introduction	introduction	NOUN
fbem-9280	111	8	section	section	NOUN
fbem-9280	111	9	,	,	PUNCT
fbem-9280	111	10	many	many	ADJ
fbem-9280	111	11	retail	retail	ADJ
fbem-9280	111	12	platforms	platform	NOUN
fbem-9280	111	13	have	have	VERB
fbem-9280	111	14	strong	strong	ADJ
fbem-9280	111	15	willpower	willpower	NOUN
fbem-9280	111	16	to	to	PART
fbem-9280	111	17	offer	offer	VERB
fbem-9280	111	18	trade	trade	NOUN
fbem-9280	111	19	credit	credit	NOUN
fbem-9280	111	20	to	to	ADP
fbem-9280	111	21	3prs	3prs	NUM
fbem-9280	111	22	.	.	NOUN
fbem-9280	112	1	4	4	NUM
fbem-9280	112	2	.	.	X
fbem-9280	112	3	model	model	NOUN
fbem-9280	112	4	4.1	4.1	NUM
fbem-9280	112	5	obtain	obtain	VERB
fbem-9280	112	6	uncertainty	uncertainty	NOUN
fbem-9280	112	7	distribution	distribution	NOUN
fbem-9280	112	8	.	.	PUNCT
fbem-9280	113	1	first	first	ADV
fbem-9280	113	2	and	and	CCONJ
fbem-9280	113	3	foremost	foremost	ADV
fbem-9280	113	4	,	,	PUNCT
fbem-9280	113	5	we	we	PRON
fbem-9280	113	6	need	need	VERB
fbem-9280	113	7	to	to	PART
fbem-9280	113	8	derive	derive	VERB
fbem-9280	113	9	the	the	DET
fbem-9280	113	10	uncertainty	uncertainty	NOUN
fbem-9280	113	11	distribution	distribution	NOUN
fbem-9280	113	12	of	of	ADP
fbem-9280	113	13	retailer	retailer	NOUN
fbem-9280	113	14	’s	’s	PART
fbem-9280	113	15	demand	demand	NOUN
fbem-9280	113	16	.	.	PUNCT
fbem-9280	114	1	we	we	PRON
fbem-9280	114	2	reiterate	reiterate	VERB
fbem-9280	114	3	that	that	SCONJ
fbem-9280	114	4	the	the	DET
fbem-9280	114	5	retailer	retailer	NOUN
fbem-9280	114	6	is	be	AUX
fbem-9280	114	7	a	a	DET
fbem-9280	114	8	start	start	VERB
fbem-9280	114	9	-	-	PUNCT
fbem-9280	114	10	up	up	ADP
fbem-9280	114	11	enterprise	enterprise	NOUN
fbem-9280	114	12	or	or	CCONJ
fbem-9280	114	13	individual	individual	NOUN
fbem-9280	114	14	,	,	PUNCT
fbem-9280	114	15	so	so	SCONJ
fbem-9280	114	16	that	that	SCONJ
fbem-9280	114	17	the	the	DET
fbem-9280	114	18	3pr	3pr	NOUN
fbem-9280	114	19	does	do	AUX
fbem-9280	114	20	not	not	PART
fbem-9280	114	21	have	have	VERB
fbem-9280	114	22	any	any	DET
fbem-9280	114	23	historical	historical	ADJ
fbem-9280	114	24	data	datum	NOUN
fbem-9280	114	25	,	,	PUNCT
fbem-9280	114	26	therefore	therefore	ADV
fbem-9280	114	27	,	,	PUNCT
fbem-9280	114	28	the	the	DET
fbem-9280	114	29	3pr	3pr	ADJ
fbem-9280	114	30	is	be	AUX
fbem-9280	114	31	not	not	PART
fbem-9280	114	32	able	able	ADJ
fbem-9280	114	33	to	to	PART
fbem-9280	114	34	estimate	estimate	VERB
fbem-9280	114	35	probability	probability	NOUN
fbem-9280	114	36	distribution	distribution	NOUN
fbem-9280	114	37	of	of	ADP
fbem-9280	114	38	its	its	PRON
fbem-9280	114	39	demand	demand	NOUN
fbem-9280	114	40	.	.	PUNCT
fbem-9280	115	1	at	at	ADP
fbem-9280	115	2	this	this	DET
fbem-9280	115	3	time	time	NOUN
fbem-9280	115	4	,	,	PUNCT
fbem-9280	115	5	the	the	DET
fbem-9280	115	6	3pr	3pr	ADJ
fbem-9280	115	7	is	be	AUX
fbem-9280	115	8	in	in	ADP
fbem-9280	115	9	a	a	DET
fbem-9280	115	10	position	position	NOUN
fbem-9280	115	11	to	to	PART
fbem-9280	115	12	invite	invite	VERB
fbem-9280	115	13	some	some	DET
fbem-9280	115	14	domain	domain	NOUN
fbem-9280	115	15	experts	expert	NOUN
fbem-9280	115	16	and	and	CCONJ
fbem-9280	115	17	collect	collect	VERB
fbem-9280	115	18	their	their	PRON
fbem-9280	115	19	experimental	experimental	ADJ
fbem-9280	115	20	data	datum	NOUN
fbem-9280	115	21	and	and	CCONJ
fbem-9280	115	22	obtain	obtain	VERB
fbem-9280	115	23	the	the	DET
fbem-9280	115	24	uncertainty	uncertainty	NOUN
fbem-9280	115	25	distribution	distribution	NOUN
fbem-9280	115	26	of	of	ADP
fbem-9280	115	27	its	its	PRON
fbem-9280	115	28	demand	demand	NOUN
fbem-9280	115	29	based	base	VERB
fbem-9280	115	30	on	on	ADP
fbem-9280	115	31	uncertainty	uncertainty	NOUN
fbem-9280	115	32	theory	theory	NOUN
fbem-9280	115	33	.	.	PUNCT
fbem-9280	116	1	hence	hence	ADV
fbem-9280	116	2	,	,	PUNCT
fbem-9280	116	3	we	we	PRON
fbem-9280	116	4	design	design	VERB
fbem-9280	116	5	a	a	DET
fbem-9280	116	6	questionnaire	questionnaire	NOUN
fbem-9280	116	7	to	to	PART
fbem-9280	116	8	obtain	obtain	VERB
fbem-9280	116	9	the	the	DET
fbem-9280	116	10	experimental	experimental	ADJ
fbem-9280	116	11	data	datum	NOUN
fbem-9280	116	12	from	from	ADP
fbem-9280	116	13	the	the	DET
fbem-9280	116	14	experts	expert	NOUN
fbem-9280	116	15	.	.	PUNCT
fbem-9280	117	1	the	the	DET
fbem-9280	117	2	questionnaire	questionnaire	NOUN
fbem-9280	117	3	includes	include	VERB
fbem-9280	117	4	two	two	NUM
fbem-9280	117	5	questions	question	NOUN
fbem-9280	117	6	.	.	PUNCT
fbem-9280	118	1	first	first	ADV
fbem-9280	118	2	,	,	PUNCT
fbem-9280	118	3	the	the	DET
fbem-9280	118	4	3pr	3pr	NOUN
fbem-9280	118	5	should	should	AUX
fbem-9280	118	6	ask	ask	VERB
fbem-9280	118	7	the	the	DET
fbem-9280	118	8	domain	domain	NOUN
fbem-9280	118	9	expert	expert	NOUN
fbem-9280	118	10	‘	'	PUNCT
fbem-9280	118	11	how	how	SCONJ
fbem-9280	118	12	many	many	ADJ
fbem-9280	118	13	products	product	NOUN
fbem-9280	118	14	may	may	AUX
fbem-9280	118	15	i	i	PRON
fbem-9280	118	16	sell	sell	VERB
fbem-9280	118	17	?	?	PUNCT
fbem-9280	118	18	’	'	PUNCT
fbem-9280	119	1	the	the	DET
fbem-9280	119	2	domain	domain	NOUN
fbem-9280	119	3	expert	expert	NOUN
fbem-9280	119	4	will	will	AUX
fbem-9280	119	5	choose	choose	VERB
fbem-9280	119	6	a	a	DET
fbem-9280	119	7	feasible	feasible	ADJ
fbem-9280	119	8	value	value	NOUN
fbem-9280	119	9	x	x	NOUN
fbem-9280	119	10	,	,	PUNCT
fbem-9280	119	11	e.g.	e.g.	ADV
fbem-9280	119	12	,	,	PUNCT
fbem-9280	119	13	100	100	NUM
fbem-9280	119	14	,	,	PUNCT
fbem-9280	119	15	according	accord	VERB
fbem-9280	119	16	to	to	ADP
fbem-9280	119	17	his	his	PRON
fbem-9280	119	18	or	or	CCONJ
fbem-9280	119	19	her	her	PRON
fbem-9280	119	20	knowledge	knowledge	NOUN
fbem-9280	119	21	,	,	PUNCT
fbem-9280	119	22	and	and	CCONJ
fbem-9280	119	23	x	x	X
fbem-9280	119	24	is	be	AUX
fbem-9280	119	25	the	the	DET
fbem-9280	119	26	value	value	NOUN
fbem-9280	119	27	that	that	PRON
fbem-9280	119	28	the	the	DET
fbem-9280	119	29	uncertain	uncertain	ADJ
fbem-9280	119	30	variable	variable	NOUN
fbem-9280	119	31	d	d	NOUN
fbem-9280	119	32	will	will	AUX
fbem-9280	119	33	take	take	VERB
fbem-9280	119	34	.	.	PUNCT
fbem-9280	120	1	after	after	ADP
fbem-9280	120	2	that	that	PRON
fbem-9280	120	3	,	,	PUNCT
fbem-9280	120	4	the	the	DET
fbem-9280	120	5	retailer	retailer	NOUN
fbem-9280	120	6	should	should	AUX
fbem-9280	120	7	ask	ask	VERB
fbem-9280	120	8	the	the	DET
fbem-9280	120	9	domain	domain	NOUN
fbem-9280	120	10	expert	expert	NOUN
fbem-9280	120	11	‘	'	PUNCT
fbem-9280	120	12	how	how	SCONJ
fbem-9280	120	13	likely	likely	ADV
fbem-9280	120	14	is	be	AUX
fbem-9280	120	15	d	d	PRON
fbem-9280	120	16	less	less	ADJ
fbem-9280	120	17	than	than	ADP
fbem-9280	120	18	or	or	CCONJ
fbem-9280	120	19	equal	equal	ADJ
fbem-9280	120	20	x	x	NOUN
fbem-9280	120	21	?	?	PUNCT
fbem-9280	120	22	’	'	PUNCT
fbem-9280	121	1	the	the	DET
fbem-9280	121	2	domain	domain	NOUN
fbem-9280	121	3	expert	expert	NOUN
fbem-9280	121	4	will	will	AUX
fbem-9280	121	5	choose	choose	VERB
fbem-9280	121	6	a	a	DET
fbem-9280	121	7	number	number	NOUN
fbem-9280	121	8	between	between	ADP
fbem-9280	121	9	0	0	NUM
fbem-9280	121	10	and	and	CCONJ
fbem-9280	121	11	1	1	NUM
fbem-9280	121	12	,	,	PUNCT
fbem-9280	121	13	e.g.	e.g.	ADV
fbem-9280	121	14	,	,	PUNCT
fbem-9280	121	15	0.5	0.5	NUM
fbem-9280	121	16	.	.	PUNCT
fbem-9280	122	1	this	this	DET
fbem-9280	122	2	number	number	NOUN
fbem-9280	122	3	is	be	AUX
fbem-9280	122	4	called	call	VERB
fbem-9280	122	5	belief	belief	NOUN
fbem-9280	122	6	degree	degree	NOUN
fbem-9280	122	7	in	in	ADP
fbem-9280	122	8	uncertainty	uncertainty	NOUN
fbem-9280	122	9	theory	theory	NOUN
fbem-9280	122	10	[	[	X
fbem-9280	122	11	16	16	NUM
fbem-9280	122	12	]	]	PUNCT
fbem-9280	122	13	.	.	PUNCT
fbem-9280	123	1	in	in	ADP
fbem-9280	123	2	this	this	DET
fbem-9280	123	3	way	way	NOUN
fbem-9280	123	4	,	,	PUNCT
fbem-9280	123	5	we	we	PRON
fbem-9280	123	6	derive	derive	VERB
fbem-9280	123	7	an	an	DET
fbem-9280	123	8	expert	expert	NOUN
fbem-9280	123	9	’s	’s	PART
fbem-9280	123	10	experimental	experimental	ADJ
fbem-9280	123	11	data	datum	NOUN
fbem-9280	123	12	100	100	NUM
fbem-9280	123	13	,	,	PUNCT
fbem-9280	123	14	0.5	0.5	NUM
fbem-9280	123	15	.	.	PUNCT
fbem-9280	124	1	repeating	repeat	VERB
fbem-9280	124	2	the	the	DET
fbem-9280	124	3	above	above	ADJ
fbem-9280	124	4	steps	step	NOUN
fbem-9280	124	5	,	,	PUNCT
fbem-9280	124	6	we	we	PRON
fbem-9280	124	7	can	can	AUX
fbem-9280	124	8	get	get	VERB
fbem-9280	124	9	the	the	DET
fbem-9280	124	10	experts	expert	NOUN
fbem-9280	124	11	’	'	PUNCT
fbem-9280	124	12	experimental	experimental	PROPN
fbem-9280	124	13	data	data	PROPN
fbem-9280	124	14	𝑥1	𝑥1	PROPN
fbem-9280	124	15	,	,	PUNCT
fbem-9280	124	16	𝛼1	𝛼1	NOUN
fbem-9280	124	17	,	,	PUNCT
fbem-9280	124	18	𝑥2	𝑥2	NOUN
fbem-9280	124	19	,	,	PUNCT
fbem-9280	124	20	𝛼2	𝛼2	ADJ
fbem-9280	124	21	,	,	PUNCT
fbem-9280	124	22	,	,	PUNCT
fbem-9280	124	23	𝑥𝑛	𝑥𝑛	PROPN
fbem-9280	124	24	,	,	PUNCT
fbem-9280	124	25	𝛼𝑛	𝛼𝑛	INTJ
fbem-9280	124	26	.	.	PUNCT
fbem-9280	125	1	next	next	ADV
fbem-9280	125	2	,	,	PUNCT
fbem-9280	125	3	we	we	PRON
fbem-9280	125	4	use	use	VERB
fbem-9280	125	5	the	the	DET
fbem-9280	125	6	method	method	NOUN
fbem-9280	125	7	of	of	ADP
fbem-9280	125	8	least	least	ADJ
fbem-9280	125	9	squares	square	NOUN
fbem-9280	125	10	to	to	PART
fbem-9280	125	11	obtain	obtain	VERB
fbem-9280	125	12	parameters	parameter	NOUN
fbem-9280	125	13	of	of	ADP
fbem-9280	125	14	the	the	DET
fbem-9280	125	15	uncertainty	uncertainty	NOUN
fbem-9280	125	16	distribution	distribution	NOUN
fbem-9280	125	17	.	.	PUNCT
fbem-9280	126	1	that	that	PRON
fbem-9280	126	2	is	be	AUX
fbem-9280	126	3	to	to	PART
fbem-9280	126	4	solve	solve	VERB
fbem-9280	126	5	190	190	NUM
fbem-9280	126	6	where	where	SCONJ
fbem-9280	126	7	φ	φ	PROPN
fbem-9280	126	8	represents	represent	VERB
fbem-9280	126	9	the	the	DET
fbem-9280	126	10	uncertainty	uncertainty	NOUN
fbem-9280	126	11	distribution	distribution	NOUN
fbem-9280	126	12	and	and	CCONJ
fbem-9280	126	13	θ	θ	NOUN
fbem-9280	126	14	represents	represent	VERB
fbem-9280	126	15	the	the	DET
fbem-9280	126	16	unknown	unknown	ADJ
fbem-9280	126	17	parameter	parameter	NOUN
fbem-9280	126	18	(	(	PUNCT
fbem-9280	126	19	vector	vector	NOUN
fbem-9280	126	20	)	)	PUNCT
fbem-9280	126	21	of	of	ADP
fbem-9280	126	22	the	the	DET
fbem-9280	126	23	uncertainty	uncertainty	NOUN
fbem-9280	126	24	distribution	distribution	NOUN
fbem-9280	126	25	.	.	PUNCT
fbem-9280	127	1	normal	normal	ADJ
fbem-9280	127	2	uncertainty	uncertainty	NOUN
fbem-9280	127	3	distribution	distribution	NOUN
fbem-9280	127	4	and	and	CCONJ
fbem-9280	127	5	linear	linear	ADJ
fbem-9280	127	6	uncertainty	uncertainty	NOUN
fbem-9280	127	7	distribution	distribution	NOUN
fbem-9280	127	8	are	be	AUX
fbem-9280	127	9	two	two	NUM
fbem-9280	127	10	commonly	commonly	ADV
fbem-9280	127	11	used	use	VERB
fbem-9280	127	12	uncertainty	uncertainty	NOUN
fbem-9280	127	13	distribu	distribu	NOUN
fbem-9280	127	14	-	-	PUNCT
fbem-9280	127	15	tions	tion	NOUN
fbem-9280	127	16	.	.	PUNCT
fbem-9280	128	1	their	their	PRON
fbem-9280	128	2	distribution	distribution	NOUN
fbem-9280	128	3	functions	function	NOUN
fbem-9280	128	4	are	be	AUX
fbem-9280	128	5	and	and	CCONJ
fbem-9280	128	6	respectively	respectively	ADV
fbem-9280	128	7	,	,	PUNCT
fbem-9280	128	8	where	where	SCONJ
fbem-9280	128	9	the	the	DET
fbem-9280	128	10	parameters	parameter	NOUN
fbem-9280	128	11	𝑎	𝑎	VERB
fbem-9280	128	12	,	,	PUNCT
fbem-9280	128	13	𝑏	𝑏	NOUN
fbem-9280	128	14	,	,	PUNCT
fbem-9280	128	15	𝑒	𝑒	X
fbem-9280	128	16	and	and	CCONJ
fbem-9280	128	17	𝜎	𝜎	PROPN
fbem-9280	128	18	are	be	AUX
fbem-9280	128	19	real	real	ADJ
fbem-9280	128	20	numbers	number	NOUN
fbem-9280	128	21	with	with	ADP
fbem-9280	128	22	𝜎	𝜎	PROPN
fbem-9280	128	23	0	0	PROPN
fbem-9280	128	24	.	.	PUNCT
fbem-9280	129	1	based	base	VERB
fbem-9280	129	2	on	on	ADP
fbem-9280	129	3	the	the	DET
fbem-9280	129	4	discussion	discussion	NOUN
fbem-9280	129	5	above	above	ADV
fbem-9280	129	6	,	,	PUNCT
fbem-9280	129	7	we	we	PRON
fbem-9280	129	8	have	have	VERB
fbem-9280	129	9	the	the	DET
fbem-9280	129	10	following	follow	VERB
fbem-9280	129	11	algorithm	algorithm	NOUN
fbem-9280	129	12	to	to	PART
fbem-9280	129	13	obtain	obtain	VERB
fbem-9280	129	14	an	an	DET
fbem-9280	129	15	uncertain	uncertain	ADJ
fbem-9280	129	16	distribution	distribution	NOUN
fbem-9280	129	17	of	of	ADP
fbem-9280	129	18	retailer	retailer	NOUN
fbem-9280	129	19	’s	’s	PART
fbem-9280	129	20	uncertain	uncertain	ADJ
fbem-9280	129	21	demand	demand	NOUN
fbem-9280	129	22	.	.	PUNCT
fbem-9280	130	1	table	table	NOUN
fbem-9280	130	2	1	1	NUM
fbem-9280	130	3	.	.	PUNCT
fbem-9280	131	1	an	an	DET
fbem-9280	131	2	algorithm	algorithm	NOUN
fbem-9280	131	3	to	to	PART
fbem-9280	131	4	obtain	obtain	VERB
fbem-9280	131	5	uncertainty	uncertainty	NOUN
fbem-9280	131	6	distribution	distribution	NOUN
fbem-9280	131	7	of	of	ADP
fbem-9280	131	8	3pr	3pr	ADJ
fbem-9280	131	9	’s	’s	PART
fbem-9280	131	10	demand	demand	NOUN
fbem-9280	131	11	through	through	ADP
fbem-9280	131	12	experts	expert	NOUN
fbem-9280	131	13	’s	’s	PART
fbem-9280	131	14	empirical	empirical	ADJ
fbem-9280	131	15	data	datum	NOUN
fbem-9280	131	16	example	example	NOUN
fbem-9280	131	17	4.1	4.1	NUM
fbem-9280	131	18	.	.	PUNCT
fbem-9280	132	1	assuming	assume	VERB
fbem-9280	132	2	that	that	SCONJ
fbem-9280	132	3	the	the	DET
fbem-9280	132	4	retailer	retailer	NOUN
fbem-9280	132	5	wants	want	VERB
fbem-9280	132	6	to	to	PART
fbem-9280	132	7	estimate	estimate	VERB
fbem-9280	132	8	its	its	PRON
fbem-9280	132	9	uncertainty	uncertainty	NOUN
fbem-9280	132	10	distribution	distribution	NOUN
fbem-9280	132	11	via	via	ADP
fbem-9280	132	12	least	least	ADJ
fbem-9280	132	13	squares	square	NOUN
fbem-9280	132	14	method	method	NOUN
fbem-9280	132	15	,	,	PUNCT
fbem-9280	132	16	and	and	CCONJ
fbem-9280	132	17	the	the	DET
fbem-9280	132	18	3pr	3pr	NOUN
fbem-9280	132	19	has	have	AUX
fbem-9280	132	20	obtained	obtain	VERB
fbem-9280	132	21	the	the	DET
fbem-9280	132	22	experimental	experimental	ADJ
fbem-9280	132	23	data	datum	NOUN
fbem-9280	132	24	from	from	ADP
fbem-9280	132	25	domain	domain	NOUN
fbem-9280	132	26	experts	expert	NOUN
fbem-9280	132	27	,	,	PUNCT
fbem-9280	132	28	that	that	ADV
fbem-9280	132	29	is	is	ADV
fbem-9280	132	30	,	,	PUNCT
fbem-9280	132	31	10	10	NUM
fbem-9280	132	32	,	,	PUNCT
fbem-9280	132	33	0.1	0.1	NUM
fbem-9280	132	34	,	,	PUNCT
fbem-9280	132	35	30	30	NUM
fbem-9280	132	36	,	,	PUNCT
fbem-9280	132	37	0.2	0.2	NUM
fbem-9280	132	38	,	,	PUNCT
fbem-9280	132	39	50	50	NUM
fbem-9280	132	40	,	,	PUNCT
fbem-9280	132	41	0.6	0.6	NUM
fbem-9280	132	42	,	,	PUNCT
fbem-9280	132	43	70	70	NUM
fbem-9280	132	44	,	,	PUNCT
fbem-9280	132	45	0.7	0.7	NUM
fbem-9280	132	46	,	,	PUNCT
fbem-9280	132	47	80	80	NUM
fbem-9280	132	48	,	,	PUNCT
fbem-9280	132	49	0.8	0.8	NUM
fbem-9280	132	50	,	,	PUNCT
fbem-9280	132	51	90	90	NUM
fbem-9280	132	52	,	,	PUNCT
fbem-9280	132	53	0.9	0.9	NUM
fbem-9280	132	54	.	.	PUNCT
fbem-9280	133	1	as	as	SCONJ
fbem-9280	133	2	to	to	PART
fbem-9280	133	3	estimate	estimate	VERB
fbem-9280	133	4	the	the	DET
fbem-9280	133	5	parameters	parameter	NOUN
fbem-9280	133	6	a	a	PRON
fbem-9280	133	7	and	and	CCONJ
fbem-9280	133	8	b	b	NOUN
fbem-9280	133	9	,	,	PUNCT
fbem-9280	133	10	the	the	DET
fbem-9280	133	11	retailer	retailer	NOUN
fbem-9280	133	12	need	need	VERB
fbem-9280	133	13	to	to	PART
fbem-9280	133	14	solve	solve	VERB
fbem-9280	133	15	which	which	DET
fbem-9280	133	16	yields	yield	VERB
fbem-9280	133	17	𝑎=0	𝑎=0	PUNCT
fbem-9280	133	18	and	and	CCONJ
fbem-9280	133	19	𝑏=	𝑏=	VERB
fbem-9280	133	20	104.6	104.6	NUM
fbem-9280	133	21	.	.	PUNCT
fbem-9280	134	1	4.2	4.2	NUM
fbem-9280	134	2	.	.	PUNCT
fbem-9280	135	1	3pr	3pr	ADJ
fbem-9280	135	2	’s	’s	PART
fbem-9280	135	3	decision	decision	NOUN
fbem-9280	135	4	.	.	PUNCT
fbem-9280	136	1	we	we	PRON
fbem-9280	136	2	consider	consider	VERB
fbem-9280	136	3	a	a	DET
fbem-9280	136	4	two	two	NUM
fbem-9280	136	5	-	-	PUNCT
fbem-9280	136	6	echelon	echelon	NOUN
fbem-9280	136	7	supply	supply	NOUN
fbem-9280	136	8	chain	chain	NOUN
fbem-9280	136	9	consisting	consist	VERB
fbem-9280	136	10	of	of	ADP
fbem-9280	136	11	a	a	DET
fbem-9280	136	12	retail	retail	ADJ
fbem-9280	136	13	platform	platform	NOUN
fbem-9280	136	14	and	and	CCONJ
fbem-9280	136	15	a	a	DET
fbem-9280	136	16	capitalconstrained	capitalconstrained	ADJ
fbem-9280	136	17	3pr	3pr	NOUN
fbem-9280	136	18	.	.	PUNCT
fbem-9280	137	1	the	the	DET
fbem-9280	137	2	3pr	3pr	ADJ
fbem-9280	137	3	faces	face	NOUN
fbem-9280	137	4	unknown	unknown	ADJ
fbem-9280	137	5	demand	demand	NOUN
fbem-9280	137	6	,	,	PUNCT
fbem-9280	137	7	d.	d.	PROPN
fbem-9280	137	8	because	because	SCONJ
fbem-9280	137	9	the	the	DET
fbem-9280	137	10	3pr	3pr	NOUN
fbem-9280	137	11	has	have	VERB
fbem-9280	137	12	no	no	DET
fbem-9280	137	13	historical	historical	ADJ
fbem-9280	137	14	data	datum	NOUN
fbem-9280	137	15	,	,	PUNCT
fbem-9280	137	16	the	the	DET
fbem-9280	137	17	3pr	3pr	ADJ
fbem-9280	137	18	employs	employ	VERB
fbem-9280	137	19	uncertainty	uncertainty	NOUN
fbem-9280	137	20	theory	theory	NOUN
fbem-9280	137	21	and	and	CCONJ
fbem-9280	137	22	the	the	DET
fbem-9280	137	23	unknown	unknown	ADJ
fbem-9280	137	24	demand	demand	NOUN
fbem-9280	137	25	d	d	NOUN
fbem-9280	137	26	follows	follow	VERB
fbem-9280	137	27	an	an	DET
fbem-9280	137	28	uncertainty	uncertainty	NOUN
fbem-9280	137	29	distribution	distribution	NOUN
fbem-9280	137	30	,	,	PUNCT
fbem-9280	137	31	instead	instead	ADV
fbem-9280	137	32	of	of	ADP
fbem-9280	137	33	a	a	DET
fbem-9280	137	34	probability	probability	NOUN
fbem-9280	137	35	distribution	distribution	NOUN
fbem-9280	137	36	.	.	PUNCT
fbem-9280	138	1	the	the	DET
fbem-9280	138	2	target	target	NOUN
fbem-9280	138	3	of	of	ADP
fbem-9280	138	4	the	the	DET
fbem-9280	138	5	3pr	3pr	NOUN
fbem-9280	138	6	is	be	AUX
fbem-9280	138	7	to	to	PART
fbem-9280	138	8	find	find	VERB
fbem-9280	138	9	optimal	optimal	ADJ
fbem-9280	138	10	ordering	ordering	NOUN
fbem-9280	138	11	quantity	quantity	NOUN
fbem-9280	138	12	𝑄.	𝑄.	NOUN
fbem-9280	138	13	when	when	SCONJ
fbem-9280	138	14	the	the	DET
fbem-9280	138	15	3pr	3pr	NOUN
fbem-9280	138	16	is	be	AUX
fbem-9280	138	17	well	well	ADV
fbem-9280	138	18	-	-	PUNCT
fbem-9280	138	19	funded	fund	VERB
fbem-9280	138	20	,	,	PUNCT
fbem-9280	138	21	then	then	ADV
fbem-9280	138	22	this	this	PRON
fbem-9280	138	23	is	be	AUX
fbem-9280	138	24	a	a	DET
fbem-9280	138	25	standard	standard	ADJ
fbem-9280	138	26	uncertain	uncertain	ADJ
fbem-9280	138	27	newsvendor	newsvendor	ADJ
fbem-9280	138	28	problem	problem	NOUN
fbem-9280	138	29	discussed	discuss	VERB
fbem-9280	138	30	by	by	ADP
fbem-9280	138	31	qin	qin	PROPN
fbem-9280	138	32	and	and	CCONJ
fbem-9280	138	33	kar	kar	PROPN
fbem-9280	139	1	[	[	X
fbem-9280	139	2	18	18	NUM
fbem-9280	139	3	]	]	PUNCT
fbem-9280	139	4	.	.	PUNCT
fbem-9280	140	1	the	the	DET
fbem-9280	140	2	optimal	optimal	ADJ
fbem-9280	140	3	ordering	ordering	NOUN
fbem-9280	140	4	quantity	quantity	NOUN
fbem-9280	140	5	𝑄∗	𝑄∗	NOUN
fbem-9280	140	6	satisfies	satisfie	NOUN
fbem-9280	140	7	and	and	CCONJ
fbem-9280	140	8	3pr	3pr	ADJ
fbem-9280	140	9	’s	’s	NOUN
fbem-9280	140	10	optimal	optimal	ADJ
fbem-9280	140	11	expected	expect	VERB
fbem-9280	140	12	payoff	payoff	NOUN
fbem-9280	140	13	is	be	AUX
fbem-9280	140	14	where	where	SCONJ
fbem-9280	140	15	ℳ	ℳ	PROPN
fbem-9280	140	16	is	be	AUX
fbem-9280	140	17	uncertain	uncertain	ADJ
fbem-9280	140	18	measure	measure	NOUN
fbem-9280	140	19	,	,	PUNCT
fbem-9280	140	20	the	the	DET
fbem-9280	140	21	definition	definition	NOUN
fbem-9280	140	22	of	of	ADP
fbem-9280	140	23	uncertain	uncertain	ADJ
fbem-9280	140	24	measure	measure	NOUN
fbem-9280	140	25	can	can	AUX
fbem-9280	140	26	be	be	AUX
fbem-9280	140	27	seen	see	VERB
fbem-9280	140	28	in	in	ADP
fbem-9280	140	29	liu	liu	PROPN
fbem-9280	141	1	[	[	X
fbem-9280	141	2	16	16	NUM
fbem-9280	141	3	]	]	PUNCT
fbem-9280	141	4	.	.	PUNCT
fbem-9280	142	1	when	when	SCONJ
fbem-9280	142	2	the	the	DET
fbem-9280	142	3	3pr	3pr	ADJ
fbem-9280	142	4	is	be	AUX
fbem-9280	142	5	capital	capital	NOUN
fbem-9280	142	6	-	-	PUNCT
fbem-9280	142	7	constrained	constrain	VERB
fbem-9280	142	8	,	,	PUNCT
fbem-9280	142	9	the	the	DET
fbem-9280	142	10	retailer	retailer	NOUN
fbem-9280	142	11	is	be	AUX
fbem-9280	142	12	only	only	ADV
fbem-9280	142	13	able	able	ADJ
fbem-9280	142	14	to	to	PART
fbem-9280	142	15	make	make	VERB
fbem-9280	142	16	an	an	DET
fbem-9280	142	17	initial	initial	ADJ
fbem-9280	142	18	payment	payment	NOUN
fbem-9280	142	19	b	b	NOUN
fbem-9280	142	20	,	,	PUNCT
fbem-9280	142	21	the	the	DET
fbem-9280	142	22	retail	retail	ADJ
fbem-9280	142	23	platform	platform	NOUN
fbem-9280	142	24	will	will	AUX
fbem-9280	142	25	offer	offer	VERB
fbem-9280	142	26	trade	trade	NOUN
fbem-9280	142	27	credit	credit	NOUN
fbem-9280	142	28	equals	equal	VERB
fbem-9280	142	29	𝑤𝑄𝑅	𝑤𝑄𝑅	PUNCT
fbem-9280	142	30	𝐵	𝐵	NOUN
fbem-9280	142	31	to	to	ADP
fbem-9280	142	32	the	the	DET
fbem-9280	142	33	3pr	3pr	NOUN
fbem-9280	142	34	.	.	PUNCT
fbem-9280	143	1	the	the	DET
fbem-9280	143	2	3pr	3pr	ADJ
fbem-9280	143	3	realized	realize	VERB
fbem-9280	143	4	its	its	PRON
fbem-9280	143	5	demand	demand	NOUN
fbem-9280	143	6	d	d	NOUN
fbem-9280	143	7	at	at	ADP
fbem-9280	143	8	time	time	NOUN
fbem-9280	143	9	instant	instant	ADJ
fbem-9280	143	10	t	t	PROPN
fbem-9280	143	11	.	.	PUNCT
fbem-9280	144	1	if	if	SCONJ
fbem-9280	144	2	the	the	DET
fbem-9280	144	3	3pr	3pr	ADJ
fbem-9280	144	4	sells	sell	VERB
fbem-9280	144	5	well	well	ADV
fbem-9280	144	6	,	,	PUNCT
fbem-9280	144	7	then	then	ADV
fbem-9280	144	8	the	the	DET
fbem-9280	144	9	retail	retail	ADJ
fbem-9280	144	10	platform	platform	NOUN
fbem-9280	144	11	collects	collect	VERB
fbem-9280	144	12	𝑤𝑄𝑅	𝑤𝑄𝑅	DET
fbem-9280	144	13	𝐵	𝐵	PROPN
fbem-9280	144	14	.	.	PUNCT
fbem-9280	145	1	otherwise	otherwise	ADV
fbem-9280	145	2	,	,	PUNCT
fbem-9280	145	3	the	the	DET
fbem-9280	145	4	retail	retail	ADJ
fbem-9280	145	5	platform	platform	NOUN
fbem-9280	145	6	can	can	AUX
fbem-9280	145	7	only	only	ADV
fbem-9280	145	8	collect	collect	VERB
fbem-9280	145	9	𝑤𝑄𝑅	𝑤𝑄𝑅	ADP
fbem-9280	145	10	𝐵	𝐵	PROPN
fbem-9280	145	11	𝑝	𝑝	PROPN
fbem-9280	145	12	min	min	PROPN
fbem-9280	145	13	𝐷	𝐷	PROPN
fbem-9280	145	14	,	,	PUNCT
fbem-9280	145	15	𝑄𝑅	𝑄𝑅	PROPN
fbem-9280	145	16	.	.	PUNCT
fbem-9280	146	1	therefore	therefore	ADV
fbem-9280	146	2	,	,	PUNCT
fbem-9280	146	3	the	the	DET
fbem-9280	146	4	expected	expect	VERB
fbem-9280	146	5	profit	profit	NOUN
fbem-9280	146	6	of	of	ADP
fbem-9280	146	7	the	the	DET
fbem-9280	146	8	3pr	3pr	NOUN
fbem-9280	146	9	can	can	AUX
fbem-9280	146	10	be	be	AUX
fbem-9280	146	11	expressed	express	VERB
fbem-9280	146	12	by	by	ADP
fbem-9280	146	13	where	where	SCONJ
fbem-9280	146	14	𝑎	𝑎	PRON
fbem-9280	146	15	max	max	PROPN
fbem-9280	146	16	𝑎	𝑎	NOUN
fbem-9280	146	17	,	,	PUNCT
fbem-9280	146	18	0	0	NUM
fbem-9280	146	19	,	,	PUNCT
fbem-9280	146	20	and	and	CCONJ
fbem-9280	146	21	e	e	NOUN
fbem-9280	146	22	is	be	AUX
fbem-9280	146	23	the	the	DET
fbem-9280	146	24	expected	expect	VERB
fbem-9280	146	25	value	value	NOUN
fbem-9280	146	26	operator	operator	NOUN
fbem-9280	146	27	.	.	PUNCT
fbem-9280	147	1	the	the	DET
fbem-9280	147	2	following	follow	VERB
fbem-9280	147	3	theorem	theorem	NOUN
fbem-9280	147	4	shows	show	VERB
fbem-9280	147	5	how	how	SCONJ
fbem-9280	147	6	to	to	PART
fbem-9280	147	7	obtain	obtain	VERB
fbem-9280	147	8	3pr	3pr	ADJ
fbem-9280	147	9	’s	’s	PART
fbem-9280	147	10	optimal	optimal	ADJ
fbem-9280	147	11	ordering	ordering	NOUN
fbem-9280	147	12	quantity	quantity	NOUN
fbem-9280	147	13	.	.	PUNCT
fbem-9280	148	1	theorem	theorem	VERB
fbem-9280	148	2	4.1	4.1	NUM
fbem-9280	148	3	.	.	PUNCT
fbem-9280	149	1	suppose	suppose	VERB
fbem-9280	149	2	the	the	DET
fbem-9280	149	3	3pr	3pr	NOUN
fbem-9280	149	4	has	have	VERB
fbem-9280	149	5	an	an	DET
fbem-9280	149	6	initial	initial	ADJ
fbem-9280	149	7	budget	budget	NOUN
fbem-9280	149	8	b	b	NOUN
fbem-9280	149	9	,	,	PUNCT
fbem-9280	149	10	and	and	CCONJ
fbem-9280	149	11	the	the	DET
fbem-9280	149	12	3pr	3pr	ADJ
fbem-9280	149	13	’s	’s	PART
fbem-9280	149	14	demand	demand	NOUN
fbem-9280	149	15	follows	follow	VERB
fbem-9280	149	16	a	a	DET
fbem-9280	149	17	normal	normal	ADJ
fbem-9280	149	18	uncertainty	uncertainty	NOUN
fbem-9280	149	19	distribution	distribution	NOUN
fbem-9280	149	20	𝒩	𝒩	PROPN
fbem-9280	149	21	𝑒	𝑒	PROPN
fbem-9280	149	22	,	,	PUNCT
fbem-9280	149	23	𝜎	𝜎	PROPN
fbem-9280	149	24	or	or	CCONJ
fbem-9280	149	25	a	a	DET
fbem-9280	149	26	linear	linear	ADJ
fbem-9280	149	27	uncertainty	uncertainty	NOUN
fbem-9280	149	28	distribution	distribution	NOUN
fbem-9280	149	29	ℒ	ℒ	PROPN
fbem-9280	149	30	𝑎	𝑎	PROPN
fbem-9280	149	31	,	,	PUNCT
fbem-9280	149	32	𝑏	𝑏	NOUN
fbem-9280	149	33	,	,	PUNCT
fbem-9280	149	34	(	(	PUNCT
fbem-9280	149	35	1	1	X
fbem-9280	149	36	)	)	PUNCT
fbem-9280	149	37	suppose	suppose	VERB
fbem-9280	149	38	f	f	PROPN
fbem-9280	149	39	is	be	AUX
fbem-9280	149	40	a	a	DET
fbem-9280	149	41	real	real	ADJ
fbem-9280	149	42	function	function	NOUN
fbem-9280	149	43	,	,	PUNCT
fbem-9280	149	44	then	then	ADV
fbem-9280	149	45	we	we	PRON
fbem-9280	149	46	have	have	VERB
fbem-9280	149	47	(	(	PUNCT
fbem-9280	149	48	2	2	X
fbem-9280	149	49	)	)	PUNCT
fbem-9280	149	50	the	the	DET
fbem-9280	149	51	3pr	3pr	NOUN
fbem-9280	149	52	’s	’s	PART
fbem-9280	149	53	expected	expect	VERB
fbem-9280	149	54	payoff	payoff	NOUN
fbem-9280	149	55	is	be	AUX
fbem-9280	149	56	(	(	PUNCT
fbem-9280	149	57	3	3	NUM
fbem-9280	149	58	)	)	PUNCT
fbem-9280	149	59	the	the	DET
fbem-9280	149	60	3pr	3pr	ADJ
fbem-9280	149	61	’s	’s	PART
fbem-9280	149	62	unique	unique	ADJ
fbem-9280	149	63	optimal	optimal	ADJ
fbem-9280	149	64	ordering	ordering	NOUN
fbem-9280	149	65	quantity	quantity	NOUN
fbem-9280	149	66	,	,	PUNCT
fbem-9280	149	67	𝑄∗	𝑄∗	PROPN
fbem-9280	149	68	satisfies	satisfie	NOUN
fbem-9280	149	69	proof	proof	NOUN
fbem-9280	149	70	.	.	PUNCT
fbem-9280	150	1	part	part	NOUN
fbem-9280	150	2	(	(	PUNCT
fbem-9280	150	3	i	i	NOUN
fbem-9280	150	4	):	):	PUNCT
fbem-9280	150	5	according	accord	VERB
fbem-9280	150	6	to	to	ADP
fbem-9280	150	7	the	the	DET
fbem-9280	150	8	set	set	NOUN
fbem-9280	150	9	theory	theory	NOUN
fbem-9280	150	10	,	,	PUNCT
fbem-9280	150	11	we	we	PRON
fbem-9280	150	12	have	have	VERB
fbem-9280	150	13	it	it	PRON
fbem-9280	150	14	follows	follow	VERB
fbem-9280	150	15	from	from	ADP
fbem-9280	150	16	the	the	DET
fbem-9280	150	17	monotonicity	monotonicity	NOUN
fbem-9280	150	18	theorem	theorem	NOUN
fbem-9280	150	19	and	and	CCONJ
fbem-9280	150	20	subadditivity	subadditivity	NOUN
fbem-9280	150	21	axiom	axiom	NOUN
fbem-9280	151	1	[	[	X
fbem-9280	151	2	15	15	NUM
fbem-9280	151	3	]	]	PUNCT
fbem-9280	151	4	,	,	PUNCT
fbem-9280	151	5	we	we	PRON
fbem-9280	151	6	have	have	VERB
fbem-9280	151	7	and	and	CCONJ
fbem-9280	151	8	moreover	moreover	ADV
fbem-9280	151	9	,	,	PUNCT
fbem-9280	151	10	we	we	PRON
fbem-9280	151	11	have	have	VERB
fbem-9280	151	12	and	and	CCONJ
fbem-9280	151	13	therefore	therefore	ADV
fbem-9280	151	14	,	,	PUNCT
fbem-9280	151	15	we	we	PRON
fbem-9280	151	16	have	have	VERB
fbem-9280	151	17	191	191	NUM
fbem-9280	151	18	part	part	NOUN
fbem-9280	151	19	(	(	PUNCT
fbem-9280	151	20	ii	ii	NOUN
fbem-9280	151	21	):	):	PUNCT
fbem-9280	151	22	based	base	VERB
fbem-9280	151	23	on	on	ADP
fbem-9280	151	24	the	the	DET
fbem-9280	151	25	definition	definition	NOUN
fbem-9280	151	26	of	of	ADP
fbem-9280	151	27	expected	expect	VERB
fbem-9280	151	28	value	value	NOUN
fbem-9280	151	29	[	[	X
fbem-9280	151	30	15	15	NUM
fbem-9280	151	31	]	]	PUNCT
fbem-9280	151	32	,	,	PUNCT
fbem-9280	151	33	we	we	PRON
fbem-9280	151	34	have	have	AUX
fbem-9280	151	35	let	let	VERB
fbem-9280	151	36	𝑝	𝑝	PART
fbem-9280	151	37	𝑤	𝑤	ADP
fbem-9280	151	38	𝑄𝑅	𝑄𝑅	PROPN
fbem-9280	151	39	𝐵	𝐵	PROPN
fbem-9280	151	40	𝑟	𝑟	NOUN
fbem-9280	151	41	/𝑝	/𝑝	SYM
fbem-9280	151	42	𝑢	𝑢	X
fbem-9280	151	43	,	,	PUNCT
fbem-9280	151	44	then	then	ADV
fbem-9280	151	45	we	we	PRON
fbem-9280	151	46	have	have	AUX
fbem-9280	151	47	let	let	VERB
fbem-9280	151	48	𝑥	𝑥	PRON
fbem-9280	151	49	𝑄𝑅	𝑄𝑅	PROPN
fbem-9280	151	50	𝑢	𝑢	X
fbem-9280	151	51	,	,	PUNCT
fbem-9280	151	52	then	then	ADV
fbem-9280	151	53	we	we	PRON
fbem-9280	151	54	have	have	VERB
fbem-9280	151	55	part	part	NOUN
fbem-9280	151	56	(	(	PUNCT
fbem-9280	151	57	iii	iii	NOUN
fbem-9280	151	58	):	):	PUNCT
fbem-9280	151	59	the	the	DET
fbem-9280	151	60	uncertainty	uncertainty	NOUN
fbem-9280	151	61	distribution	distribution	NOUN
fbem-9280	151	62	of	of	ADP
fbem-9280	151	63	retailer	retailer	NOUN
fbem-9280	151	64	’s	’s	PART
fbem-9280	151	65	demand	demand	NOUN
fbem-9280	151	66	is	be	AUX
fbem-9280	151	67	denoted	denote	VERB
fbem-9280	151	68	by	by	ADP
fbem-9280	151	69	φ	φ	PROPN
fbem-9280	151	70	𝑥	𝑥	PROPN
fbem-9280	151	71	,	,	PUNCT
fbem-9280	151	72	and	and	CCONJ
fbem-9280	151	73	𝛷	𝛷	NOUN
fbem-9280	151	74	𝑥	𝑥	PROPN
fbem-9280	151	75	dφ	dφ	ADP
fbem-9280	151	76	𝑥	𝑥	X
fbem-9280	151	77	/d𝑥	/d𝑥	INTJ
fbem-9280	151	78	.	.	PUNCT
fbem-9280	152	1	taking	take	VERB
fbem-9280	152	2	the	the	DET
fbem-9280	152	3	derivative	derivative	NOUN
fbem-9280	152	4	of	of	ADP
fbem-9280	152	5	3pr	3pr	ADJ
fbem-9280	152	6	’s	’s	PART
fbem-9280	152	7	expected	expect	VERB
fbem-9280	152	8	payoff	payoff	NOUN
fbem-9280	152	9	w.r.t	w.r.t	NOUN
fbem-9280	152	10	.	.	PUNCT
fbem-9280	153	1	𝑄𝑅	𝑄𝑅	PROPN
fbem-9280	153	2	,	,	PUNCT
fbem-9280	153	3	and	and	CCONJ
fbem-9280	153	4	we	we	PRON
fbem-9280	153	5	have	have	VERB
fbem-9280	153	6	this	this	PRON
fbem-9280	153	7	means	mean	VERB
fbem-9280	153	8	the	the	DET
fbem-9280	153	9	3pr	3pr	ADJ
fbem-9280	153	10	’s	’s	PART
fbem-9280	153	11	optimal	optimal	ADJ
fbem-9280	153	12	ordering	ordering	NOUN
fbem-9280	153	13	quantity	quantity	NOUN
fbem-9280	153	14	𝑄∗	𝑄∗	PROPN
fbem-9280	153	15	must	must	AUX
fbem-9280	153	16	satisfy	satisfy	VERB
fbem-9280	153	17	the	the	DET
fbem-9280	153	18	following	follow	VERB
fbem-9280	153	19	first	first	ADJ
fbem-9280	153	20	order	order	NOUN
fbem-9280	153	21	condition	condition	NOUN
fbem-9280	153	22	,	,	PUNCT
fbem-9280	153	23	i.e.	i.e.	X
fbem-9280	153	24	,	,	PUNCT
fbem-9280	153	25	(	(	PUNCT
fbem-9280	153	26	1	1	X
fbem-9280	153	27	)	)	PUNCT
fbem-9280	153	28	moreover	moreover	ADV
fbem-9280	153	29	,	,	PUNCT
fbem-9280	153	30	we	we	PRON
fbem-9280	153	31	have	have	AUX
fbem-9280	153	32	suppose	suppose	VERB
fbem-9280	153	33	d	d	NOUN
fbem-9280	153	34	follows	follow	VERB
fbem-9280	153	35	uncertain	uncertain	ADJ
fbem-9280	153	36	normal	normal	ADJ
fbem-9280	153	37	distribution	distribution	NOUN
fbem-9280	153	38	,	,	PUNCT
fbem-9280	153	39	then	then	ADV
fbem-9280	153	40	and	and	CCONJ
fbem-9280	153	41	setting	set	VERB
fbem-9280	153	42	then	then	ADV
fbem-9280	153	43	we	we	PRON
fbem-9280	153	44	have	have	VERB
fbem-9280	153	45	it	it	PRON
fbem-9280	153	46	is	be	AUX
fbem-9280	153	47	not	not	PART
fbem-9280	153	48	hard	hard	ADJ
fbem-9280	153	49	to	to	PART
fbem-9280	153	50	see	see	VERB
fbem-9280	153	51	𝛹	𝛹	PROPN
fbem-9280	153	52	𝑥	𝑥	PROPN
fbem-9280	153	53	is	be	AUX
fbem-9280	153	54	an	an	DET
fbem-9280	153	55	increasing	increase	VERB
fbem-9280	153	56	function	function	NOUN
fbem-9280	153	57	w.r.t	w.r.t	NOUN
fbem-9280	153	58	.	.	PUNCT
fbem-9280	154	1	x.	x.	PROPN
fbem-9280	154	2	similarly	similarly	ADV
fbem-9280	154	3	,	,	PUNCT
fbem-9280	154	4	we	we	PRON
fbem-9280	154	5	can	can	AUX
fbem-9280	154	6	get	get	VERB
fbem-9280	154	7	the	the	DET
fbem-9280	154	8	same	same	ADJ
fbem-9280	154	9	conclusion	conclusion	NOUN
fbem-9280	154	10	when	when	SCONJ
fbem-9280	154	11	d	d	NOUN
fbem-9280	154	12	is	be	AUX
fbem-9280	154	13	an	an	DET
fbem-9280	154	14	uncertain	uncertain	ADJ
fbem-9280	154	15	linear	linear	ADJ
fbem-9280	154	16	variable	variable	NOUN
fbem-9280	154	17	.	.	PUNCT
fbem-9280	155	1	furthermore	furthermore	ADV
fbem-9280	155	2	,	,	PUNCT
fbem-9280	155	3	it	it	PRON
fbem-9280	155	4	is	be	AUX
fbem-9280	155	5	not	not	PART
fbem-9280	155	6	hard	hard	ADJ
fbem-9280	155	7	to	to	PART
fbem-9280	155	8	prove	prove	VERB
fbem-9280	155	9	𝑄𝑅	𝑄𝑅	PROPN
fbem-9280	155	10	𝑤𝑄𝑅	𝑤𝑄𝑅	PROPN
fbem-9280	155	11	𝐵	𝐵	PROPN
fbem-9280	155	12	/𝑝	/𝑝	NOUN
fbem-9280	155	13	,	,	PUNCT
fbem-9280	155	14	then	then	ADV
fbem-9280	155	15	we	we	PRON
fbem-9280	155	16	have	have	VERB
fbem-9280	155	17	so	so	ADV
fbem-9280	155	18	𝑄∗	𝑄∗	PROPN
fbem-9280	155	19	is	be	AUX
fbem-9280	155	20	3pr	3pr	ADJ
fbem-9280	155	21	’s	’s	PART
fbem-9280	155	22	unique	unique	ADJ
fbem-9280	155	23	optimal	optimal	ADJ
fbem-9280	155	24	ordering	ordering	NOUN
fbem-9280	155	25	quantity	quantity	NOUN
fbem-9280	155	26	.	.	PUNCT
fbem-9280	156	1	theorem	theorem	VERB
fbem-9280	156	2	4.1	4.1	NUM
fbem-9280	156	3	discusses	discusse	NOUN
fbem-9280	156	4	3pr	3pr	ADJ
fbem-9280	156	5	’s	’s	PART
fbem-9280	156	6	optimal	optimal	ADJ
fbem-9280	156	7	ordering	ordering	NOUN
fbem-9280	156	8	quantity	quantity	NOUN
fbem-9280	156	9	when	when	SCONJ
fbem-9280	156	10	it	it	PRON
fbem-9280	156	11	receives	receive	VERB
fbem-9280	156	12	trade	trade	NOUN
fbem-9280	156	13	credit	credit	NOUN
fbem-9280	156	14	from	from	ADP
fbem-9280	156	15	its	its	PRON
fbem-9280	156	16	upstream	upstream	ADJ
fbem-9280	156	17	retail	retail	ADJ
fbem-9280	156	18	platform	platform	NOUN
fbem-9280	156	19	.	.	PUNCT
fbem-9280	157	1	theorem	theorem	VERB
fbem-9280	157	2	4.1	4.1	NUM
fbem-9280	157	3	part	part	NOUN
fbem-9280	157	4	(	(	PUNCT
fbem-9280	157	5	i	i	NOUN
fbem-9280	157	6	)	)	PUNCT
fbem-9280	157	7	proves	prove	VERB
fbem-9280	157	8	a	a	DET
fbem-9280	157	9	key	key	ADJ
fbem-9280	157	10	step	step	NOUN
fbem-9280	157	11	that	that	PRON
fbem-9280	157	12	is	be	AUX
fbem-9280	157	13	used	use	VERB
fbem-9280	157	14	for	for	ADP
fbem-9280	157	15	simplifying	simplify	VERB
fbem-9280	157	16	and	and	CCONJ
fbem-9280	157	17	calculating	calculate	VERB
fbem-9280	157	18	retailer	retailer	NOUN
fbem-9280	157	19	’s	’s	PART
fbem-9280	157	20	expected	expect	VERB
fbem-9280	157	21	payoff	payoff	NOUN
fbem-9280	157	22	,	,	PUNCT
fbem-9280	157	23	and	and	CCONJ
fbem-9280	157	24	the	the	DET
fbem-9280	157	25	simplified	simplified	ADJ
fbem-9280	157	26	result	result	NOUN
fbem-9280	157	27	is	be	AUX
fbem-9280	157	28	shown	show	VERB
fbem-9280	157	29	in	in	ADP
fbem-9280	157	30	theorem	theorem	ADJ
fbem-9280	157	31	4.1	4.1	NUM
fbem-9280	157	32	part	part	NOUN
fbem-9280	157	33	(	(	PUNCT
fbem-9280	157	34	ii	ii	NOUN
fbem-9280	157	35	)	)	PUNCT
fbem-9280	157	36	.	.	PUNCT
fbem-9280	158	1	theorem	theorem	VERB
fbem-9280	158	2	4.1	4.1	NUM
fbem-9280	158	3	part	part	NOUN
fbem-9280	158	4	(	(	PUNCT
fbem-9280	158	5	iii	iii	NOUN
fbem-9280	158	6	)	)	PUNCT
fbem-9280	158	7	finds	find	VERB
fbem-9280	158	8	3pr	3pr	ADJ
fbem-9280	158	9	’s	’s	PART
fbem-9280	158	10	unique	unique	ADJ
fbem-9280	158	11	optimal	optimal	ADJ
fbem-9280	158	12	ordering	ordering	NOUN
fbem-9280	158	13	quantity	quantity	NOUN
fbem-9280	158	14	.	.	PUNCT
fbem-9280	159	1	corollary	corollary	ADJ
fbem-9280	159	2	1	1	NUM
fbem-9280	159	3	.	.	PUNCT
fbem-9280	160	1	if	if	SCONJ
fbem-9280	160	2	the	the	DET
fbem-9280	160	3	demand	demand	NOUN
fbem-9280	160	4	is	be	AUX
fbem-9280	160	5	described	describe	VERB
fbem-9280	160	6	by	by	ADP
fbem-9280	160	7	a	a	DET
fbem-9280	160	8	normal	normal	ADJ
fbem-9280	160	9	uncertain	uncertain	ADJ
fbem-9280	160	10	variable	variable	NOUN
fbem-9280	160	11	𝒩	𝒩	PROPN
fbem-9280	160	12	𝑒	𝑒	PROPN
fbem-9280	160	13	,	,	PUNCT
fbem-9280	160	14	𝜎	𝜎	PROPN
fbem-9280	160	15	,	,	PUNCT
fbem-9280	160	16	then	then	ADV
fbem-9280	160	17	𝑄∗	𝑄∗	PROPN
fbem-9280	160	18	solves	solve	NOUN
fbem-9280	160	19	from	from	ADP
fbem-9280	160	20	corollary	corollary	ADJ
fbem-9280	160	21	2	2	NUM
fbem-9280	160	22	.	.	PUNCT
fbem-9280	161	1	if	if	SCONJ
fbem-9280	161	2	the	the	DET
fbem-9280	161	3	demand	demand	NOUN
fbem-9280	161	4	is	be	AUX
fbem-9280	161	5	described	describe	VERB
fbem-9280	161	6	by	by	ADP
fbem-9280	161	7	a	a	DET
fbem-9280	161	8	linear	linear	ADJ
fbem-9280	161	9	uncertain	uncertain	ADJ
fbem-9280	161	10	variable	variable	NOUN
fbem-9280	161	11	ℒ	ℒ	PROPN
fbem-9280	161	12	𝑎	𝑎	PROPN
fbem-9280	161	13	,	,	PUNCT
fbem-9280	161	14	𝑏	𝑏	NOUN
fbem-9280	161	15	,	,	PUNCT
fbem-9280	161	16	then	then	ADV
fbem-9280	161	17	corollary	corollary	ADJ
fbem-9280	161	18	3	3	NUM
fbem-9280	161	19	.	.	PUNCT
fbem-9280	161	20	retailer	retailer	NOUN
fbem-9280	161	21	’s	’s	PART
fbem-9280	161	22	optimal	optimal	ADJ
fbem-9280	161	23	ordering	ordering	NOUN
fbem-9280	161	24	quantity	quantity	NOUN
fbem-9280	161	25	with	with	ADP
fbem-9280	161	26	trade	trade	NOUN
fbem-9280	161	27	credit	credit	NOUN
fbem-9280	161	28	,	,	PUNCT
fbem-9280	161	29	𝑄∗	𝑄∗	NUM
fbem-9280	161	30	,	,	PUNCT
fbem-9280	161	31	is	be	AUX
fbem-9280	161	32	greater	great	ADJ
fbem-9280	161	33	192	192	NUM
fbem-9280	161	34	than	than	ADP
fbem-9280	161	35	that	that	PRON
fbem-9280	161	36	without	without	ADP
fbem-9280	161	37	trade	trade	NOUN
fbem-9280	161	38	credit	credit	NOUN
fbem-9280	161	39	,	,	PUNCT
fbem-9280	161	40	𝑄∗	𝑄∗	PROPN
fbem-9280	161	41	.	.	PUNCT
fbem-9280	162	1	the	the	DET
fbem-9280	162	2	implication	implication	NOUN
fbem-9280	162	3	behind	behind	ADP
fbem-9280	162	4	corollary	corollary	ADJ
fbem-9280	162	5	3	3	NUM
fbem-9280	162	6	is	be	AUX
fbem-9280	162	7	that	that	SCONJ
fbem-9280	162	8	the	the	DET
fbem-9280	162	9	3pr	3pr	ADJ
fbem-9280	162	10	will	will	AUX
fbem-9280	162	11	order	order	VERB
fbem-9280	162	12	more	more	ADJ
fbem-9280	162	13	when	when	SCONJ
fbem-9280	162	14	the	the	DET
fbem-9280	162	15	retail	retail	ADJ
fbem-9280	162	16	platform	platform	NOUN
fbem-9280	162	17	offers	offer	VERB
fbem-9280	162	18	trade	trade	NOUN
fbem-9280	162	19	credit	credit	NOUN
fbem-9280	162	20	.	.	PUNCT
fbem-9280	163	1	this	this	PRON
fbem-9280	163	2	is	be	AUX
fbem-9280	163	3	because	because	SCONJ
fbem-9280	163	4	the	the	DET
fbem-9280	163	5	3pr	3pr	NOUN
fbem-9280	163	6	can	can	AUX
fbem-9280	163	7	leverage	leverage	VERB
fbem-9280	163	8	more	more	ADJ
fbem-9280	163	9	initial	initial	ADJ
fbem-9280	163	10	capital	capital	NOUN
fbem-9280	163	11	through	through	ADP
fbem-9280	163	12	trade	trade	NOUN
fbem-9280	163	13	credit	credit	NOUN
fbem-9280	163	14	,	,	PUNCT
fbem-9280	163	15	i.e.	i.e.	X
fbem-9280	163	16	,	,	PUNCT
fbem-9280	163	17	with	with	ADP
fbem-9280	163	18	trade	trade	NOUN
fbem-9280	163	19	credit	credit	NOUN
fbem-9280	163	20	,	,	PUNCT
fbem-9280	163	21	the	the	DET
fbem-9280	163	22	3pr	3pr	NOUN
fbem-9280	163	23	can	can	AUX
fbem-9280	163	24	use	use	VERB
fbem-9280	163	25	extra	extra	ADJ
fbem-9280	163	26	𝑤𝑄𝑅	𝑤𝑄𝑅	ADJ
fbem-9280	163	27	𝐵	𝐵	NOUN
fbem-9280	163	28	.	.	PUNCT
fbem-9280	164	1	the	the	DET
fbem-9280	164	2	insight	insight	NOUN
fbem-9280	164	3	behind	behind	ADP
fbem-9280	164	4	corollary	corollary	ADJ
fbem-9280	164	5	3	3	NUM
fbem-9280	164	6	is	be	AUX
fbem-9280	164	7	that	that	SCONJ
fbem-9280	164	8	the	the	DET
fbem-9280	164	9	retail	retail	ADJ
fbem-9280	164	10	platform	platform	NOUN
fbem-9280	164	11	can	can	AUX
fbem-9280	164	12	stimulate	stimulate	VERB
fbem-9280	164	13	the	the	DET
fbem-9280	164	14	3pr	3pr	ADJ
fbem-9280	164	15	through	through	ADP
fbem-9280	164	16	trade	trade	NOUN
fbem-9280	164	17	credit	credit	NOUN
fbem-9280	164	18	.	.	PUNCT
fbem-9280	165	1	however	however	ADV
fbem-9280	165	2	,	,	PUNCT
fbem-9280	165	3	this	this	DET
fbem-9280	165	4	benefit	benefit	NOUN
fbem-9280	165	5	is	be	AUX
fbem-9280	165	6	at	at	ADP
fbem-9280	165	7	the	the	DET
fbem-9280	165	8	cost	cost	NOUN
fbem-9280	165	9	of	of	ADP
fbem-9280	165	10	sharing	share	VERB
fbem-9280	165	11	3pr	3pr	ADJ
fbem-9280	165	12	’s	’s	PART
fbem-9280	165	13	marketing	marketing	NOUN
fbem-9280	165	14	risk	risk	NOUN
fbem-9280	165	15	.	.	PUNCT
fbem-9280	166	1	if	if	SCONJ
fbem-9280	166	2	the	the	DET
fbem-9280	166	3	3pr	3pr	NOUN
fbem-9280	166	4	overestimates	overestimate	VERB
fbem-9280	166	5	the	the	DET
fbem-9280	166	6	demand	demand	NOUN
fbem-9280	166	7	,	,	PUNCT
fbem-9280	166	8	then	then	ADV
fbem-9280	166	9	the	the	DET
fbem-9280	166	10	retail	retail	ADJ
fbem-9280	166	11	platform	platform	NOUN
fbem-9280	166	12	will	will	AUX
fbem-9280	166	13	face	face	VERB
fbem-9280	166	14	a	a	DET
fbem-9280	166	15	maximum	maximum	ADJ
fbem-9280	166	16	loss	loss	NOUN
fbem-9280	166	17	that	that	PRON
fbem-9280	166	18	equals	equal	VERB
fbem-9280	166	19	𝑤𝑄𝑅	𝑤𝑄𝑅	DET
fbem-9280	166	20	𝐵	𝐵	PROPN
fbem-9280	166	21	.	.	PUNCT
fbem-9280	167	1	corollary	corollary	ADJ
fbem-9280	167	2	4	4	NUM
fbem-9280	167	3	.	.	PUNCT
fbem-9280	168	1	3pr	3pr	ADJ
fbem-9280	168	2	’s	’s	PART
fbem-9280	168	3	optimal	optimal	ADJ
fbem-9280	168	4	ordering	ordering	NOUN
fbem-9280	168	5	quantity	quantity	NOUN
fbem-9280	168	6	,	,	PUNCT
fbem-9280	168	7	𝑄∗	𝑄∗	PROPN
fbem-9280	168	8	,	,	PUNCT
fbem-9280	168	9	is	be	AUX
fbem-9280	168	10	a	a	DET
fbem-9280	168	11	decreasing	decrease	VERB
fbem-9280	168	12	function	function	NOUN
fbem-9280	168	13	w.r.t.b	w.r.t.b	NOUN
fbem-9280	168	14	.	.	PUNCT
fbem-9280	169	1	proof	proof	NOUN
fbem-9280	169	2	.	.	PUNCT
fbem-9280	170	1	setting	set	VERB
fbem-9280	170	2	then	then	ADV
fbem-9280	170	3	the	the	DET
fbem-9280	170	4	implication	implication	NOUN
fbem-9280	170	5	behind	behind	ADP
fbem-9280	170	6	corollary	corollary	ADJ
fbem-9280	170	7	4	4	NUM
fbem-9280	170	8	is	be	AUX
fbem-9280	170	9	that	that	SCONJ
fbem-9280	170	10	the	the	DET
fbem-9280	170	11	3pr	3pr	ADJ
fbem-9280	170	12	,	,	PUNCT
fbem-9280	170	13	who	who	PRON
fbem-9280	170	14	has	have	VERB
fbem-9280	170	15	less	less	ADJ
fbem-9280	170	16	initial	initial	ADJ
fbem-9280	170	17	capital	capital	NOUN
fbem-9280	170	18	,	,	PUNCT
fbem-9280	170	19	tries	try	VERB
fbem-9280	170	20	to	to	PART
fbem-9280	170	21	order	order	VERB
fbem-9280	170	22	more	more	ADV
fbem-9280	170	23	,	,	PUNCT
fbem-9280	170	24	regardless	regardless	ADV
fbem-9280	170	25	of	of	ADP
fbem-9280	170	26	the	the	DET
fbem-9280	170	27	market	market	NOUN
fbem-9280	170	28	condition	condition	NOUN
fbem-9280	170	29	.	.	PUNCT
fbem-9280	171	1	this	this	PRON
fbem-9280	171	2	is	be	AUX
fbem-9280	171	3	because	because	SCONJ
fbem-9280	171	4	trade	trade	NOUN
fbem-9280	171	5	credit	credit	NOUN
fbem-9280	171	6	is	be	AUX
fbem-9280	171	7	a	a	DET
fbem-9280	171	8	kind	kind	NOUN
fbem-9280	171	9	of	of	ADP
fbem-9280	171	10	nonrecourse	nonrecourse	NOUN
fbem-9280	171	11	loan	loan	NOUN
fbem-9280	171	12	,	,	PUNCT
fbem-9280	171	13	and	and	CCONJ
fbem-9280	171	14	the	the	DET
fbem-9280	171	15	3pr	3pr	ADJ
fbem-9280	171	16	’s	’s	PART
fbem-9280	171	17	maximum	maximum	ADJ
fbem-9280	171	18	loss	loss	NOUN
fbem-9280	171	19	is	be	AUX
fbem-9280	171	20	b.	b.	NOUN
fbem-9280	172	1	what	what	PRON
fbem-9280	172	2	’s	’	VERB
fbem-9280	172	3	more	more	ADJ
fbem-9280	172	4	,	,	PUNCT
fbem-9280	172	5	the	the	DET
fbem-9280	172	6	cost	cost	NOUN
fbem-9280	172	7	of	of	ADP
fbem-9280	172	8	3pr	3pr	ADJ
fbem-9280	172	9	’s	’s	PART
fbem-9280	172	10	default	default	NOUN
fbem-9280	172	11	decreases	decrease	NOUN
fbem-9280	172	12	with	with	ADP
fbem-9280	172	13	its	its	PRON
fbem-9280	172	14	initial	initial	ADJ
fbem-9280	172	15	capital	capital	NOUN
fbem-9280	172	16	.	.	PUNCT
fbem-9280	173	1	meanwhile	meanwhile	ADV
fbem-9280	173	2	,	,	PUNCT
fbem-9280	173	3	3pr	3pr	ADJ
fbem-9280	173	4	’s	’s	PART
fbem-9280	173	5	possible	possible	ADJ
fbem-9280	173	6	future	future	ADJ
fbem-9280	173	7	profit	profit	NOUN
fbem-9280	173	8	increases	increase	NOUN
fbem-9280	173	9	with	with	ADP
fbem-9280	173	10	its	its	PRON
fbem-9280	173	11	ordering	ordering	NOUN
fbem-9280	173	12	quantity	quantity	NOUN
fbem-9280	173	13	.	.	PUNCT
fbem-9280	174	1	therefore	therefore	ADV
fbem-9280	174	2	,	,	PUNCT
fbem-9280	174	3	the	the	DET
fbem-9280	174	4	3pr	3pr	ADJ
fbem-9280	174	5	orders	order	NOUN
fbem-9280	174	6	more	more	ADJ
fbem-9280	174	7	when	when	SCONJ
fbem-9280	174	8	it	it	PRON
fbem-9280	174	9	has	have	VERB
fbem-9280	174	10	less	less	ADJ
fbem-9280	174	11	initial	initial	ADJ
fbem-9280	174	12	capital	capital	NOUN
fbem-9280	174	13	.	.	PUNCT
fbem-9280	175	1	the	the	DET
fbem-9280	175	2	insight	insight	NOUN
fbem-9280	175	3	behind	behind	ADP
fbem-9280	175	4	corollary	corollary	ADJ
fbem-9280	175	5	4	4	NUM
fbem-9280	175	6	is	be	AUX
fbem-9280	175	7	that	that	SCONJ
fbem-9280	175	8	the	the	DET
fbem-9280	175	9	retail	retail	ADJ
fbem-9280	175	10	platform	platform	NOUN
fbem-9280	175	11	should	should	AUX
fbem-9280	175	12	realize	realize	VERB
fbem-9280	175	13	that	that	SCONJ
fbem-9280	175	14	the	the	DET
fbem-9280	175	15	3pr	3pr	ADJ
fbem-9280	175	16	is	be	AUX
fbem-9280	175	17	risk	risk	NOUN
fbem-9280	175	18	-	-	PUNCT
fbem-9280	175	19	seeker	seeker	NOUN
fbem-9280	175	20	in	in	ADP
fbem-9280	175	21	this	this	DET
fbem-9280	175	22	circumstance	circumstance	NOUN
fbem-9280	175	23	.	.	PUNCT
fbem-9280	176	1	in	in	ADP
fbem-9280	176	2	addition	addition	NOUN
fbem-9280	176	3	,	,	PUNCT
fbem-9280	176	4	no	no	ADV
fbem-9280	176	5	matter	matter	ADV
fbem-9280	176	6	the	the	DET
fbem-9280	176	7	3pr	3pr	ADJ
fbem-9280	176	8	has	have	VERB
fbem-9280	176	9	much	much	ADJ
fbem-9280	176	10	or	or	CCONJ
fbem-9280	176	11	little	little	ADJ
fbem-9280	176	12	initial	initial	ADJ
fbem-9280	176	13	capital	capital	NOUN
fbem-9280	176	14	,	,	PUNCT
fbem-9280	176	15	it	it	PRON
fbem-9280	176	16	may	may	AUX
fbem-9280	176	17	announce	announce	VERB
fbem-9280	176	18	that	that	SCONJ
fbem-9280	176	19	it	it	PRON
fbem-9280	176	20	has	have	VERB
fbem-9280	176	21	no	no	DET
fbem-9280	176	22	capital	capital	NOUN
fbem-9280	176	23	and	and	CCONJ
fbem-9280	176	24	apply	apply	VERB
fbem-9280	176	25	for	for	ADP
fbem-9280	176	26	a	a	DET
fbem-9280	176	27	huge	huge	ADJ
fbem-9280	176	28	amount	amount	NOUN
fbem-9280	176	29	of	of	ADP
fbem-9280	176	30	trade	trade	NOUN
fbem-9280	176	31	credit	credit	NOUN
fbem-9280	176	32	.	.	PUNCT
fbem-9280	177	1	this	this	PRON
fbem-9280	177	2	may	may	AUX
fbem-9280	177	3	damage	damage	VERB
fbem-9280	177	4	the	the	DET
fbem-9280	177	5	retail	retail	ADJ
fbem-9280	177	6	platform	platform	NOUN
fbem-9280	177	7	’s	’s	PART
fbem-9280	177	8	expected	expect	VERB
fbem-9280	177	9	profit	profit	NOUN
fbem-9280	177	10	.	.	PUNCT
fbem-9280	178	1	however	however	ADV
fbem-9280	178	2	,	,	PUNCT
fbem-9280	178	3	according	accord	VERB
fbem-9280	178	4	to	to	ADP
fbem-9280	178	5	theorem	theorem	ADJ
fbem-9280	178	6	4.2	4.2	NUM
fbem-9280	178	7	,	,	PUNCT
fbem-9280	178	8	the	the	DET
fbem-9280	178	9	retail	retail	ADJ
fbem-9280	178	10	platform	platform	NOUN
fbem-9280	178	11	will	will	AUX
fbem-9280	178	12	realize	realize	VERB
fbem-9280	178	13	the	the	DET
fbem-9280	178	14	retailer	retailer	NOUN
fbem-9280	178	15	’s	’s	PART
fbem-9280	178	16	irrational	irrational	ADJ
fbem-9280	178	17	decision	decision	NOUN
fbem-9280	178	18	,	,	PUNCT
fbem-9280	178	19	and	and	CCONJ
fbem-9280	178	20	will	will	AUX
fbem-9280	178	21	limit	limit	VERB
fbem-9280	178	22	the	the	DET
fbem-9280	178	23	amount	amount	NOUN
fbem-9280	178	24	of	of	ADP
fbem-9280	178	25	trade	trade	NOUN
fbem-9280	178	26	credit	credit	NOUN
fbem-9280	178	27	provided	provide	VERB
fbem-9280	178	28	to	to	ADP
fbem-9280	178	29	the	the	DET
fbem-9280	178	30	3pr	3pr	ADJ
fbem-9280	178	31	.	.	PUNCT
fbem-9280	179	1	corollary	corollary	ADJ
fbem-9280	179	2	5	5	NUM
fbem-9280	179	3	further	far	ADV
fbem-9280	179	4	proves	prove	VERB
fbem-9280	179	5	that	that	SCONJ
fbem-9280	179	6	the	the	DET
fbem-9280	179	7	retail	retail	ADJ
fbem-9280	179	8	platform	platform	NOUN
fbem-9280	179	9	’s	’s	PART
fbem-9280	179	10	optimal	optimal	ADJ
fbem-9280	179	11	trade	trade	NOUN
fbem-9280	179	12	credit	credit	NOUN
fbem-9280	179	13	amount	amount	NOUN
fbem-9280	179	14	is	be	AUX
fbem-9280	179	15	an	an	DET
fbem-9280	179	16	increasing	increase	VERB
fbem-9280	179	17	function	function	NOUN
fbem-9280	179	18	w.r.t	w.r.t	NOUN
fbem-9280	179	19	.	.	PUNCT
fbem-9280	180	1	3pr	3pr	ADJ
fbem-9280	180	2	’s	’s	PART
fbem-9280	180	3	initial	initial	ADJ
fbem-9280	180	4	capital	capital	NOUN
fbem-9280	180	5	.	.	PUNCT
fbem-9280	181	1	therefore	therefore	ADV
fbem-9280	181	2	,	,	PUNCT
fbem-9280	181	3	the	the	DET
fbem-9280	181	4	3pr	3pr	ADJ
fbem-9280	181	5	’s	’s	PART
fbem-9280	181	6	irrational	irrational	ADJ
fbem-9280	181	7	decision	decision	NOUN
fbem-9280	181	8	will	will	AUX
fbem-9280	181	9	be	be	AUX
fbem-9280	181	10	avoid	avoid	ADJ
fbem-9280	181	11	.	.	PUNCT
fbem-9280	182	1	4.3	4.3	NUM
fbem-9280	182	2	retail	retail	ADJ
fbem-9280	182	3	platform	platform	NOUN
fbem-9280	182	4	’s	’s	PART
fbem-9280	182	5	decision	decision	NOUN
fbem-9280	182	6	under	under	ADP
fbem-9280	182	7	symmetric	symmetric	ADJ
fbem-9280	182	8	initial	initial	ADJ
fbem-9280	182	9	budget	budget	NOUN
fbem-9280	182	10	information	information	NOUN
fbem-9280	182	11	.	.	PUNCT
fbem-9280	183	1	the	the	DET
fbem-9280	183	2	previous	previous	ADJ
fbem-9280	183	3	subsection	subsection	NOUN
fbem-9280	183	4	shows	show	VERB
fbem-9280	183	5	that	that	SCONJ
fbem-9280	183	6	the	the	DET
fbem-9280	183	7	3pr	3pr	ADJ
fbem-9280	183	8	will	will	AUX
fbem-9280	183	9	place	place	VERB
fbem-9280	183	10	an	an	DET
fbem-9280	183	11	aggressive	aggressive	ADJ
fbem-9280	183	12	order	order	NOUN
fbem-9280	183	13	when	when	SCONJ
fbem-9280	183	14	it	it	PRON
fbem-9280	183	15	has	have	VERB
fbem-9280	183	16	little	little	ADJ
fbem-9280	183	17	initial	initial	ADJ
fbem-9280	183	18	budget	budget	NOUN
fbem-9280	183	19	,	,	PUNCT
fbem-9280	183	20	so	so	SCONJ
fbem-9280	183	21	in	in	ADP
fbem-9280	183	22	this	this	DET
fbem-9280	183	23	subsection	subsection	NOUN
fbem-9280	183	24	,	,	PUNCT
fbem-9280	183	25	we	we	PRON
fbem-9280	183	26	will	will	AUX
fbem-9280	183	27	discuss	discuss	VERB
fbem-9280	183	28	how	how	SCONJ
fbem-9280	183	29	the	the	DET
fbem-9280	183	30	retail	retail	ADJ
fbem-9280	183	31	platform	platform	NOUN
fbem-9280	183	32	reacts	react	VERB
fbem-9280	183	33	w.r.t	w.r.t	VERB
fbem-9280	183	34	.	.	PUNCT
fbem-9280	184	1	the	the	DET
fbem-9280	184	2	3pr	3pr	ADJ
fbem-9280	184	3	’s	’s	PART
fbem-9280	184	4	aggressive	aggressive	ADJ
fbem-9280	184	5	order	order	NOUN
fbem-9280	184	6	.	.	PUNCT
fbem-9280	185	1	for	for	ADP
fbem-9280	185	2	a	a	DET
fbem-9280	185	3	given	give	VERB
fbem-9280	185	4	3pr	3pr	NOUN
fbem-9280	185	5	’s	’s	PART
fbem-9280	185	6	ordering	order	VERB
fbem-9280	185	7	quan	quan	PROPN
fbem-9280	185	8	tity	tity	PROPN
fbem-9280	185	9	𝑄∗	𝑄∗	PROPN
fbem-9280	185	10	,	,	PUNCT
fbem-9280	185	11	the	the	DET
fbem-9280	185	12	retail	retail	ADJ
fbem-9280	185	13	platform	platform	NOUN
fbem-9280	185	14	will	will	AUX
fbem-9280	185	15	decide	decide	VERB
fbem-9280	185	16	the	the	DET
fbem-9280	185	17	optimal	optimal	ADJ
fbem-9280	185	18	trade	trade	NOUN
fbem-9280	185	19	credit	credit	NOUN
fbem-9280	185	20	amount	amount	NOUN
fbem-9280	185	21	𝑤𝑄𝑆	𝑤𝑄𝑆	ADV
fbem-9280	185	22	𝐵.	𝐵.	NOUN
fbem-9280	185	23	the	the	DET
fbem-9280	185	24	retail	retail	ADJ
fbem-9280	185	25	platform	platform	NOUN
fbem-9280	185	26	’s	’s	PART
fbem-9280	185	27	expected	expect	VERB
fbem-9280	185	28	payoff	payoff	NOUN
fbem-9280	185	29	can	can	AUX
fbem-9280	185	30	be	be	AUX
fbem-9280	185	31	written	write	VERB
fbem-9280	185	32	as	as	ADP
fbem-9280	185	33	where	where	SCONJ
fbem-9280	185	34	the	the	DET
fbem-9280	185	35	first	first	ADJ
fbem-9280	185	36	term	term	NOUN
fbem-9280	185	37	i.	i.	PROPN
fbem-9280	185	38	e.	e.	PROPN
fbem-9280	185	39	,	,	PUNCT
fbem-9280	185	40	𝑤	𝑤	ADP
fbem-9280	185	41	𝑐	𝑐	PRON
fbem-9280	185	42	𝑄	𝑄	PRON
fbem-9280	185	43	is	be	AUX
fbem-9280	185	44	expect	expect	VERB
fbem-9280	185	45	profit	profit	NOUN
fbem-9280	185	46	from	from	ADP
fbem-9280	185	47	the	the	DET
fbem-9280	185	48	goods	good	NOUN
fbem-9280	185	49	sold	sell	VERB
fbem-9280	185	50	.	.	PUNCT
fbem-9280	186	1	the	the	DET
fbem-9280	186	2	second	second	ADJ
fbem-9280	186	3	term	term	NOUN
fbem-9280	186	4	(	(	PUNCT
fbem-9280	186	5	i.e.	i.e.	X
fbem-9280	186	6	,	,	PUNCT
fbem-9280	186	7	min{p	min{p	ADJ
fbem-9280	186	8	min{d	min{d	NOUN
fbem-9280	186	9	,	,	PUNCT
fbem-9280	186	10	q	q	NOUN
fbem-9280	186	11	}	}	PUNCT
fbem-9280	186	12	,	,	PUNCT
fbem-9280	186	13	(	(	PUNCT
fbem-9280	186	14	𝑤	𝑤	ADP
fbem-9280	186	15	q	q	NOUN
fbem-9280	186	16	−	−	PROPN
fbem-9280	186	17	b	b	NOUN
fbem-9280	186	18	)	)	PUNCT
fbem-9280	186	19	}	}	PUNCT
fbem-9280	186	20	−	−	PROPN
fbem-9280	186	21	(	(	PUNCT
fbem-9280	186	22	𝑤q	𝑤q	ADP
fbem-9280	186	23	−	−	PROPN
fbem-9280	186	24	b	b	NOUN
fbem-9280	186	25	)	)	PUNCT
fbem-9280	186	26	)	)	PUNCT
fbem-9280	186	27	addresses	address	NOUN
fbem-9280	186	28	the	the	DET
fbem-9280	186	29	expected	expect	VERB
fbem-9280	186	30	payoff	payoff	NOUN
fbem-9280	186	31	of	of	ADP
fbem-9280	186	32	the	the	DET
fbem-9280	186	33	trade	trade	NOUN
fbem-9280	186	34	credit	credit	NOUN
fbem-9280	186	35	.	.	PUNCT
fbem-9280	187	1	theorem	theorem	VERB
fbem-9280	187	2	4.2	4.2	NUM
fbem-9280	187	3	.	.	PUNCT
fbem-9280	188	1	suppose	suppose	VERB
fbem-9280	188	2	the	the	DET
fbem-9280	188	3	3pr	3pr	NOUN
fbem-9280	188	4	has	have	VERB
fbem-9280	188	5	an	an	DET
fbem-9280	188	6	initial	initial	ADJ
fbem-9280	188	7	budget	budget	NOUN
fbem-9280	188	8	b	b	NOUN
fbem-9280	188	9	,	,	PUNCT
fbem-9280	188	10	and	and	CCONJ
fbem-9280	188	11	the	the	DET
fbem-9280	188	12	3pr	3pr	ADJ
fbem-9280	188	13	’s	’s	PART
fbem-9280	188	14	demand	demand	NOUN
fbem-9280	188	15	,	,	PUNCT
fbem-9280	188	16	d	d	PROPN
fbem-9280	188	17	,	,	PUNCT
fbem-9280	188	18	follows	follow	VERB
fbem-9280	188	19	a	a	DET
fbem-9280	188	20	normal	normal	ADJ
fbem-9280	188	21	uncertainty	uncertainty	NOUN
fbem-9280	188	22	distribution	distribution	NOUN
fbem-9280	188	23	𝒩	𝒩	PROPN
fbem-9280	188	24	𝑒	𝑒	PROPN
fbem-9280	188	25	,	,	PUNCT
fbem-9280	188	26	𝜎	𝜎	PROPN
fbem-9280	188	27	or	or	CCONJ
fbem-9280	188	28	a	a	DET
fbem-9280	188	29	linear	linear	ADJ
fbem-9280	188	30	uncertainty	uncertainty	NOUN
fbem-9280	188	31	distribution	distribution	NOUN
fbem-9280	188	32	ℒ	ℒ	PROPN
fbem-9280	188	33	𝑎	𝑎	PROPN
fbem-9280	188	34	,	,	PUNCT
fbem-9280	188	35	𝑏	𝑏	NOUN
fbem-9280	188	36	,	,	PUNCT
fbem-9280	188	37	(	(	PUNCT
fbem-9280	188	38	1	1	X
fbem-9280	188	39	)	)	PUNCT
fbem-9280	188	40	the	the	DET
fbem-9280	188	41	retail	retail	ADJ
fbem-9280	188	42	platform	platform	NOUN
fbem-9280	188	43	’s	’s	PART
fbem-9280	188	44	expected	expect	VERB
fbem-9280	188	45	payoff	payoff	NOUN
fbem-9280	188	46	is	be	AUX
fbem-9280	188	47	where	where	SCONJ
fbem-9280	188	48	𝑄𝑆	𝑄𝑆	PROPN
fbem-9280	188	49	∈	∈	PROPN
fbem-9280	188	50	0	0	NUM
fbem-9280	188	51	,	,	PUNCT
fbem-9280	188	52	𝑄∗	𝑄∗	NUM
fbem-9280	188	53	.	.	PUNCT
fbem-9280	189	1	(	(	PUNCT
fbem-9280	189	2	2	2	X
fbem-9280	189	3	)	)	PUNCT
fbem-9280	189	4	the	the	DET
fbem-9280	189	5	retail	retail	ADJ
fbem-9280	189	6	platform	platform	NOUN
fbem-9280	189	7	will	will	AUX
fbem-9280	189	8	offer	offer	VERB
fbem-9280	189	9	limited	limited	ADJ
fbem-9280	189	10	amount	amount	NOUN
fbem-9280	189	11	of	of	ADP
fbem-9280	189	12	trade	trade	NOUN
fbem-9280	189	13	credit	credit	NOUN
fbem-9280	189	14	w	w	PROPN
fbem-9280	189	15	min	min	PROPN
fbem-9280	189	16	𝑄∗	𝑄∗	PROPN
fbem-9280	189	17	,	,	PUNCT
fbem-9280	189	18	𝑄∗	𝑄∗	NUM
fbem-9280	189	19	𝐵	𝐵	NOUN
fbem-9280	189	20	to	to	ADP
fbem-9280	189	21	the	the	DET
fbem-9280	189	22	3pr	3pr	ADJ
fbem-9280	189	23	,	,	PUNCT
fbem-9280	189	24	and	and	CCONJ
fbem-9280	189	25	𝑄∗	𝑄∗	NUM
fbem-9280	189	26	solves	solve	NOUN
fbem-9280	189	27	from	from	ADP
fbem-9280	189	28	proof	proof	NOUN
fbem-9280	189	29	.	.	PUNCT
fbem-9280	190	1	part	part	NOUN
fbem-9280	190	2	(	(	PUNCT
fbem-9280	190	3	i	i	NOUN
fbem-9280	190	4	):	):	PUNCT
fbem-9280	190	5	at	at	ADP
fbem-9280	190	6	first	first	ADV
fbem-9280	190	7	,	,	PUNCT
fbem-9280	190	8	we	we	PRON
fbem-9280	190	9	calculate	calculate	VERB
fbem-9280	190	10	the	the	DET
fbem-9280	190	11	following	following	ADJ
fbem-9280	190	12	expected	expect	VERB
fbem-9280	190	13	value	value	NOUN
fbem-9280	190	14	setting	set	VERB
fbem-9280	190	15	𝑥	𝑥	NOUN
fbem-9280	190	16	𝑤𝑄	𝑤𝑄	VERB
fbem-9280	190	17	𝐵	𝐵	NOUN
fbem-9280	190	18	𝑟	𝑟	NOUN
fbem-9280	190	19	/𝑝	/𝑝	PUNCT
fbem-9280	190	20	,	,	PUNCT
fbem-9280	190	21	and	and	CCONJ
fbem-9280	190	22	we	we	PRON
fbem-9280	190	23	have	have	VERB
fbem-9280	190	24	therefore	therefore	ADV
fbem-9280	190	25	,	,	PUNCT
fbem-9280	190	26	retail	retail	ADJ
fbem-9280	190	27	platform	platform	NOUN
fbem-9280	190	28	’s	’s	PART
fbem-9280	190	29	expected	expect	VERB
fbem-9280	190	30	payoff	payoff	NOUN
fbem-9280	190	31	equals	equal	VERB
fbem-9280	190	32	part	part	NOUN
fbem-9280	190	33	(	(	PUNCT
fbem-9280	190	34	ii	ii	NOUN
fbem-9280	190	35	):	):	PUNCT
fbem-9280	190	36	the	the	DET
fbem-9280	190	37	retail	retail	ADJ
fbem-9280	190	38	platform	platform	NOUN
fbem-9280	190	39	’s	’s	PART
fbem-9280	190	40	optimal	optimal	ADJ
fbem-9280	190	41	trade	trade	NOUN
fbem-9280	190	42	credit	credit	NOUN
fbem-9280	190	43	am	be	AUX
fbem-9280	190	44	ount	ount	NOUN
fbem-9280	190	45	depends	depend	VERB
fbem-9280	190	46	on	on	ADP
fbem-9280	190	47	𝑄∗	𝑄∗	PROPN
fbem-9280	190	48	,	,	PUNCT
fbem-9280	190	49	which	which	PRON
fbem-9280	190	50	maximize	maximize	VERB
fbem-9280	190	51	its	its	PRON
fbem-9280	190	52	total	total	ADJ
fbem-9280	190	53	profit	profit	NOUN
fbem-9280	190	54	.	.	PUNCT
fbem-9280	191	1	therefore	therefore	ADV
fbem-9280	191	2	,	,	PUNCT
fbem-9280	191	3	the	the	DET
fbem-9280	191	4	optimal	optimal	ADJ
fbem-9280	191	5	𝑄∗	𝑄∗	NOUN
fbem-9280	191	6	satisfies	satisfy	VERB
fbem-9280	191	7	the	the	DET
fbem-9280	191	8	following	follow	VERB
fbem-9280	191	9	first	first	ADJ
fbem-9280	191	10	order	order	NOUN
fbem-9280	191	11	condition	condition	NOUN
fbem-9280	191	12	,	,	PUNCT
fbem-9280	191	13	i.e.	i.e.	X
fbem-9280	191	14	,	,	PUNCT
fbem-9280	191	15	when	when	SCONJ
fbem-9280	191	16	𝑄∗	𝑄∗	NUM
fbem-9280	191	17	𝑄∗	𝑄∗	X
fbem-9280	192	1	we	we	PRON
fbem-9280	192	2	find	find	VERB
fbem-9280	192	3	that	that	SCONJ
fbem-9280	192	4	πs	πs	ADJ
fbem-9280	192	5	is	be	AUX
fbem-9280	192	6	an	an	DET
fbem-9280	192	7	increasing	increase	VERB
fbem-9280	192	8	function	function	NOUN
fbem-9280	192	9	w.r.t	w.r.t	NOUN
fbem-9280	192	10	.	.	PUNCT
fbem-9280	193	1	𝑄	𝑄	PROPN
fbem-9280	193	2	,	,	PUNCT
fbem-9280	193	3	therefore	therefore	ADV
fbem-9280	193	4	,	,	PUNCT
fbem-9280	193	5	the	the	DET
fbem-9280	193	6	optimal	optimal	ADJ
fbem-9280	193	7	trade	trade	NOUN
fbem-9280	193	8	credit	credit	NOUN
fbem-9280	193	9	amount	amount	NOUN
fbem-9280	193	10	equals	equal	VERB
fbem-9280	193	11	𝑤𝑄∗	𝑤𝑄∗	NOUN
fbem-9280	193	12	𝐵	𝐵	PROPN
fbem-9280	193	13	.	.	PUNCT
fbem-9280	194	1	when	when	SCONJ
fbem-9280	194	2	𝑄∗	𝑄∗	NUM
fbem-9280	194	3	𝑄∗	𝑄∗	X
fbem-9280	195	1	we	we	PRON
fbem-9280	195	2	find	find	VERB
fbem-9280	195	3	that	that	SCONJ
fbem-9280	195	4	dii	dii	NOUN
fbem-9280	195	5	d𝑄	d𝑄	NOUN
fbem-9280	195	6	is	be	AUX
fbem-9280	195	7	a	a	DET
fbem-9280	195	8	decreasing	decrease	VERB
fbem-9280	195	9	function	function	NOUN
fbem-9280	195	10	w.r.t	w.r.t	NOUN
fbem-9280	195	11	.	.	PUNCT
fbem-9280	196	1	𝑄	𝑄	PROPN
fbem-9280	196	2	,	,	PUNCT
fbem-9280	196	3	so	so	ADV
fbem-9280	196	4	ii	ii	PROPN
fbem-9280	196	5	is	be	AUX
fbem-9280	196	6	a	a	DET
fbem-9280	196	7	concave	concave	NOUN
fbem-9280	196	8	function	function	NOUN
fbem-9280	196	9	.	.	PUNCT
fbem-9280	197	1	at	at	ADP
fbem-9280	197	2	this	this	DET
fbem-9280	197	3	time	time	NOUN
fbem-9280	197	4	,	,	PUNCT
fbem-9280	197	5	the	the	DET
fbem-9280	197	6	retail	retail	ADJ
fbem-9280	197	7	platform	platform	NOUN
fbem-9280	197	8	will	will	AUX
fbem-9280	197	9	provide	provide	VERB
fbem-9280	197	10	a	a	DET
fbem-9280	197	11	trade	trade	NOUN
fbem-9280	197	12	credit	credit	NOUN
fbem-9280	197	13	amount	amount	NOUN
fbem-9280	197	14	equals	equal	VERB
fbem-9280	197	15	𝑤𝑄∗	𝑤𝑄∗	NOUN
fbem-9280	197	16	𝐵	𝐵	PROPN
fbem-9280	197	17	to	to	ADP
fbem-9280	197	18	the	the	DET
fbem-9280	197	19	retailer	retailer	NOUN
fbem-9280	197	20	.	.	PUNCT
fbem-9280	198	1	from	from	ADP
fbem-9280	198	2	theorem	theorem	ADJ
fbem-9280	198	3	4.2	4.2	NUM
fbem-9280	198	4	,	,	PUNCT
fbem-9280	198	5	we	we	PRON
fbem-9280	198	6	find	find	VERB
fbem-9280	198	7	that	that	SCONJ
fbem-9280	198	8	the	the	DET
fbem-9280	198	9	retail	retail	ADJ
fbem-9280	198	10	platform	platform	NOUN
fbem-9280	198	11	’s	’s	PART
fbem-9280	198	12	expected	expect	VERB
fbem-9280	198	13	profit	profit	NOUN
fbem-9280	198	14	is	be	AUX
fbem-9280	198	15	not	not	PART
fbem-9280	198	16	an	an	DET
fbem-9280	198	17	increasing	increase	VERB
fbem-9280	198	18	function	function	NOUN
fbem-9280	198	19	of	of	ADP
fbem-9280	198	20	3pr	3pr	ADJ
fbem-9280	198	21	’s	’s	PART
fbem-9280	198	22	ordering	ordering	NOUN
fbem-9280	198	23	quantity	quantity	NOUN
fbem-9280	198	24	,	,	PUNCT
fbem-9280	198	25	and	and	CCONJ
fbem-9280	198	26	as	as	SCONJ
fbem-9280	198	27	we	we	PRON
fbem-9280	198	28	analysed	analyse	VERB
fbem-9280	198	29	in	in	ADP
fbem-9280	198	30	corollary	corollary	ADJ
fbem-9280	198	31	4	4	NUM
fbem-9280	198	32	,	,	PUNCT
fbem-9280	198	33	the	the	DET
fbem-9280	198	34	193	193	NUM
fbem-9280	198	35	capital	capital	NOUN
fbem-9280	198	36	-	-	PUNCT
fbem-9280	198	37	constrained	constrain	VERB
fbem-9280	198	38	3pr	3pr	ADJ
fbem-9280	198	39	may	may	AUX
fbem-9280	198	40	order	order	VERB
fbem-9280	198	41	more	more	ADJ
fbem-9280	198	42	when	when	SCONJ
fbem-9280	198	43	it	it	PRON
fbem-9280	198	44	has	have	VERB
fbem-9280	198	45	slight	slight	ADJ
fbem-9280	198	46	initial	initial	ADJ
fbem-9280	198	47	capital	capital	NOUN
fbem-9280	198	48	,	,	PUNCT
fbem-9280	198	49	however	however	ADV
fbem-9280	198	50	,	,	PUNCT
fbem-9280	198	51	the	the	DET
fbem-9280	198	52	retail	retail	ADJ
fbem-9280	198	53	platform	platform	NOUN
fbem-9280	198	54	’s	’s	PART
fbem-9280	198	55	expected	expect	VERB
fbem-9280	198	56	profit	profit	NOUN
fbem-9280	198	57	is	be	AUX
fbem-9280	198	58	a	a	DET
fbem-9280	198	59	concave	concave	NOUN
fbem-9280	198	60	function	function	NOUN
fbem-9280	198	61	w.r.t	w.r.t	NOUN
fbem-9280	198	62	.	.	PUNCT
fbem-9280	199	1	𝑄	𝑄	PRON
fbem-9280	199	2	when	when	SCONJ
fbem-9280	199	3	𝑄∗	𝑄∗	NUM
fbem-9280	199	4	𝑄∗	𝑄∗	X
fbem-9280	199	5	.	.	PUNCT
fbem-9280	200	1	therefore	therefore	ADV
fbem-9280	200	2	,	,	PUNCT
fbem-9280	200	3	the	the	DET
fbem-9280	200	4	retail	retail	ADJ
fbem-9280	200	5	platform	platform	NOUN
fbem-9280	200	6	will	will	AUX
fbem-9280	200	7	not	not	PART
fbem-9280	200	8	provide	provide	VERB
fbem-9280	200	9	a	a	DET
fbem-9280	200	10	trade	trade	NOUN
fbem-9280	200	11	credit	credit	NOUN
fbem-9280	200	12	amount	amount	NOUN
fbem-9280	200	13	𝑤𝑄∗	𝑤𝑄∗	NOUN
fbem-9280	200	14	𝐵	𝐵	PROPN
fbem-9280	200	15	to	to	ADP
fbem-9280	200	16	the	the	DET
fbem-9280	200	17	3pr	3pr	ADJ
fbem-9280	200	18	,	,	PUNCT
fbem-9280	200	19	because	because	SCONJ
fbem-9280	200	20	from	from	ADP
fbem-9280	200	21	the	the	DET
fbem-9280	200	22	prospective	prospective	ADJ
fbem-9280	200	23	of	of	ADP
fbem-9280	200	24	the	the	DET
fbem-9280	200	25	retail	retail	ADJ
fbem-9280	200	26	platform	platform	NOUN
fbem-9280	200	27	,	,	PUNCT
fbem-9280	200	28	the	the	DET
fbem-9280	200	29	optimal	optimal	ADJ
fbem-9280	200	30	trade	trade	NOUN
fbem-9280	200	31	credit	credit	NOUN
fbem-9280	200	32	amount	amount	NOUN
fbem-9280	200	33	should	should	AUX
fbem-9280	200	34	be	be	AUX
fbem-9280	200	35	𝑤𝑄∗	𝑤𝑄∗	PROPN
fbem-9280	200	36	𝐵.	𝐵.	PROPN
fbem-9280	200	37	therefore	therefore	ADV
fbem-9280	200	38	,	,	PUNCT
fbem-9280	200	39	the	the	DET
fbem-9280	200	40	the	the	DET
fbem-9280	200	41	3pr	3pr	ADJ
fbem-9280	200	42	’s	’s	PART
fbem-9280	200	43	irrational	irrational	ADJ
fbem-9280	200	44	ordering	ordering	NOUN
fbem-9280	200	45	quantity	quantity	NOUN
fbem-9280	200	46	will	will	AUX
fbem-9280	200	47	be	be	AUX
fbem-9280	200	48	avoided	avoid	VERB
fbem-9280	200	49	.	.	PUNCT
fbem-9280	201	1	corollary	corollary	ADJ
fbem-9280	201	2	5	5	NUM
fbem-9280	201	3	.	.	PUNCT
fbem-9280	202	1	the	the	DET
fbem-9280	202	2	ordering	ordering	NOUN
fbem-9280	202	3	quantity	quantity	NOUN
fbem-9280	202	4	’s	’s	PART
fbem-9280	202	5	upper	upper	ADJ
fbem-9280	202	6	limits	limit	NOUN
fbem-9280	202	7	set	set	VERB
fbem-9280	202	8	by	by	ADP
fbem-9280	202	9	the	the	DET
fbem-9280	202	10	retail	retail	ADJ
fbem-9280	202	11	platform	platform	NOUN
fbem-9280	203	1	,	,	PUNCT
fbem-9280	203	2	𝑄∗	𝑄∗	PROPN
fbem-9280	203	3	is	be	AUX
fbem-9280	203	4	an	an	DET
fbem-9280	203	5	increasing	increase	VERB
fbem-9280	203	6	function	function	NOUN
fbem-9280	203	7	w.r.t	w.r.t	NOUN
fbem-9280	203	8	.	.	PUNCT
fbem-9280	204	1	b.	b.	PROPN
fbem-9280	204	2	corollary	corollary	NOUN
fbem-9280	204	3	6	6	NUM
fbem-9280	204	4	.	.	PUNCT
fbem-9280	205	1	if	if	SCONJ
fbem-9280	205	2	the	the	DET
fbem-9280	205	3	demand	demand	NOUN
fbem-9280	205	4	is	be	AUX
fbem-9280	205	5	described	describe	VERB
fbem-9280	205	6	by	by	ADP
fbem-9280	205	7	a	a	DET
fbem-9280	205	8	normal	normal	ADJ
fbem-9280	205	9	uncertain	uncertain	ADJ
fbem-9280	205	10	variable	variable	NOUN
fbem-9280	205	11	𝒩	𝒩	PROPN
fbem-9280	205	12	𝑒	𝑒	PROPN
fbem-9280	205	13	,	,	PUNCT
fbem-9280	205	14	𝜎	𝜎	PROPN
fbem-9280	205	15	,	,	PUNCT
fbem-9280	205	16	then	then	ADV
fbem-9280	205	17	corollary	corollary	ADJ
fbem-9280	205	18	7	7	NUM
fbem-9280	205	19	.	.	PUNCT
fbem-9280	206	1	if	if	SCONJ
fbem-9280	206	2	the	the	DET
fbem-9280	206	3	demand	demand	NOUN
fbem-9280	206	4	is	be	AUX
fbem-9280	206	5	described	describe	VERB
fbem-9280	206	6	by	by	ADP
fbem-9280	206	7	a	a	DET
fbem-9280	206	8	linear	linear	ADJ
fbem-9280	206	9	uncertain	uncertain	ADJ
fbem-9280	206	10	variable	variable	NOUN
fbem-9280	206	11	ℒ	ℒ	PROPN
fbem-9280	206	12	𝑎	𝑎	PROPN
fbem-9280	206	13	,	,	PUNCT
fbem-9280	206	14	𝑏	𝑏	PROPN
fbem-9280	206	15	,	,	PUNCT
fbem-9280	206	16	then	then	ADV
fbem-9280	206	17	4.4	4.4	NUM
fbem-9280	206	18	retail	retail	ADJ
fbem-9280	206	19	platform	platform	NOUN
fbem-9280	206	20	’s	’s	PART
fbem-9280	206	21	decision	decision	NOUN
fbem-9280	206	22	with	with	ADP
fbem-9280	206	23	asymmetric	asymmetric	ADJ
fbem-9280	206	24	initial	initial	ADJ
fbem-9280	206	25	budget	budget	NOUN
fbem-9280	206	26	information	information	NOUN
fbem-9280	206	27	.	.	PUNCT
fbem-9280	207	1	in	in	ADP
fbem-9280	207	2	this	this	DET
fbem-9280	207	3	subsection	subsection	NOUN
fbem-9280	207	4	,	,	PUNCT
fbem-9280	207	5	we	we	PRON
fbem-9280	207	6	assume	assume	VERB
fbem-9280	207	7	3pr	3pr	ADJ
fbem-9280	207	8	’s	’s	PART
fbem-9280	207	9	initial	initial	ADJ
fbem-9280	207	10	budget	budget	NOUN
fbem-9280	207	11	is	be	AUX
fbem-9280	207	12	asymmetric	asymmetric	ADJ
fbem-9280	207	13	information	information	NOUN
fbem-9280	207	14	which	which	PRON
fbem-9280	207	15	is	be	AUX
fbem-9280	207	16	not	not	PART
fbem-9280	207	17	yet	yet	ADV
fbem-9280	207	18	known	know	VERB
fbem-9280	207	19	to	to	ADP
fbem-9280	207	20	the	the	DET
fbem-9280	207	21	retail	retail	ADJ
fbem-9280	207	22	platform	platform	NOUN
fbem-9280	207	23	.	.	PUNCT
fbem-9280	208	1	when	when	SCONJ
fbem-9280	208	2	the	the	DET
fbem-9280	208	3	3pr	3pr	NOUN
fbem-9280	208	4	has	have	VERB
fbem-9280	208	5	slight	slight	ADJ
fbem-9280	208	6	initial	initial	ADJ
fbem-9280	208	7	budget	budget	NOUN
fbem-9280	208	8	,	,	PUNCT
fbem-9280	208	9	the	the	DET
fbem-9280	208	10	3pr	3pr	ADJ
fbem-9280	208	11	will	will	AUX
fbem-9280	208	12	place	place	VERB
fbem-9280	208	13	a	a	DET
fbem-9280	208	14	huge	huge	ADJ
fbem-9280	208	15	order	order	NOUN
fbem-9280	208	16	𝑄	𝑄	PRON
fbem-9280	208	17	and	and	CCONJ
fbem-9280	208	18	apply	apply	VERB
fbem-9280	208	19	for	for	ADP
fbem-9280	208	20	trade	trade	NOUN
fbem-9280	208	21	credit	credit	NOUN
fbem-9280	208	22	of	of	ADP
fbem-9280	208	23	𝑤𝑄	𝑤𝑄	NOUN
fbem-9280	208	24	𝐵	𝐵	NOUN
fbem-9280	208	25	,	,	PUNCT
fbem-9280	208	26	however	however	ADV
fbem-9280	208	27	the	the	DET
fbem-9280	208	28	retail	retail	ADJ
fbem-9280	208	29	platform	platform	NOUN
fbem-9280	208	30	will	will	AUX
fbem-9280	208	31	only	only	ADV
fbem-9280	208	32	lend	lend	VERB
fbem-9280	208	33	𝑤𝑄	𝑤𝑄	NOUN
fbem-9280	208	34	𝐵	𝐵	NOUN
fbem-9280	208	35	instead	instead	ADV
fbem-9280	208	36	of	of	ADP
fbem-9280	208	37	𝑤𝑄	𝑤𝑄	VERB
fbem-9280	208	38	𝐵	𝐵	NOUN
fbem-9280	208	39	to	to	ADP
fbem-9280	208	40	the	the	DET
fbem-9280	208	41	3pr	3pr	ADJ
fbem-9280	208	42	,	,	PUNCT
fbem-9280	208	43	and	and	CCONJ
fbem-9280	208	44	the	the	DET
fbem-9280	208	45	3pr	3pr	ADJ
fbem-9280	208	46	can	can	AUX
fbem-9280	208	47	only	only	ADV
fbem-9280	208	48	procure	procure	VERB
fbem-9280	208	49	𝑄	𝑄	PRON
fbem-9280	208	50	𝑄	𝑄	PROPN
fbem-9280	208	51	𝑄	𝑄	PROPN
fbem-9280	208	52	unit	unit	NOUN
fbem-9280	208	53	of	of	ADP
fbem-9280	208	54	goods	good	NOUN
fbem-9280	208	55	.	.	PUNCT
fbem-9280	209	1	what	what	PRON
fbem-9280	209	2	’s	’	VERB
fbem-9280	209	3	more	more	ADJ
fbem-9280	209	4	,	,	PUNCT
fbem-9280	209	5	according	accord	VERB
fbem-9280	209	6	to	to	ADP
fbem-9280	209	7	corollary	corollary	ADJ
fbem-9280	209	8	5	5	NUM
fbem-9280	209	9	,	,	PUNCT
fbem-9280	209	10	𝑄	𝑄	PRON
fbem-9280	209	11	is	be	AUX
fbem-9280	209	12	an	an	DET
fbem-9280	209	13	increasing	increase	VERB
fbem-9280	209	14	function	function	NOUN
fbem-9280	209	15	w.r.t	w.r.t	PROPN
fbem-9280	209	16	b.	b.	PROPN
fbem-9280	210	1	therefore	therefore	ADV
fbem-9280	210	2	,	,	PUNCT
fbem-9280	210	3	the	the	DET
fbem-9280	210	4	3pr	3pr	NOUN
fbem-9280	210	5	may	may	AUX
fbem-9280	210	6	overestimate	overestimate	VERB
fbem-9280	210	7	its	its	PRON
fbem-9280	210	8	initial	initial	ADJ
fbem-9280	210	9	capital	capital	NOUN
fbem-9280	210	10	to	to	PART
fbem-9280	210	11	ask	ask	VERB
fbem-9280	210	12	for	for	ADP
fbem-9280	210	13	a	a	DET
fbem-9280	210	14	larger	large	ADJ
fbem-9280	210	15	amount	amount	NOUN
fbem-9280	210	16	of	of	ADP
fbem-9280	210	17	loan	loan	NOUN
fbem-9280	210	18	.	.	PUNCT
fbem-9280	211	1	the	the	DET
fbem-9280	211	2	information	information	NOUN
fbem-9280	211	3	about	about	ADP
fbem-9280	211	4	3pr	3pr	PROPN
fbem-9280	211	5	’s	’s	PART
fbem-9280	211	6	initial	initial	ADJ
fbem-9280	211	7	budget	budget	NOUN
fbem-9280	211	8	is	be	AUX
fbem-9280	211	9	known	know	VERB
fbem-9280	211	10	to	to	ADP
fbem-9280	211	11	the	the	DET
fbem-9280	211	12	retail	retail	ADJ
fbem-9280	211	13	platform	platform	NOUN
fbem-9280	211	14	through	through	ADP
fbem-9280	211	15	domain	domain	NOUN
fbem-9280	211	16	experts	expert	NOUN
fbem-9280	211	17	’	'	PUNCT
fbem-9280	211	18	experimental	experimental	ADJ
fbem-9280	211	19	knowledge	knowledge	NOUN
fbem-9280	211	20	in	in	ADP
fbem-9280	211	21	the	the	DET
fbem-9280	211	22	form	form	NOUN
fbem-9280	211	23	of	of	ADP
fbem-9280	211	24	uncertain	uncertain	ADJ
fbem-9280	211	25	variable	variable	NOUN
fbem-9280	211	26	with	with	ADP
fbem-9280	211	27	an	an	DET
fbem-9280	211	28	uncertainty	uncertainty	NOUN
fbem-9280	211	29	distribution	distribution	NOUN
fbem-9280	211	30	𝜓	𝜓	NOUN
fbem-9280	211	31	𝑥	𝑥	PROPN
fbem-9280	211	32	and	and	CCONJ
fbem-9280	211	33	an	an	DET
fbem-9280	211	34	inverse	inverse	ADJ
fbem-9280	211	35	uncertainty	uncertainty	NOUN
fbem-9280	211	36	distribution	distribution	NOUN
fbem-9280	211	37	ψ	ψ	NOUN
fbem-9280	211	38	𝛼	𝛼	X
fbem-9280	211	39	.	.	PUNCT
fbem-9280	212	1	theorem	theorem	NOUN
fbem-9280	212	2	4.3	4.3	NUM
fbem-9280	212	3	.	.	PUNCT
fbem-9280	213	1	suppose	suppose	VERB
fbem-9280	213	2	the	the	DET
fbem-9280	213	3	3pr	3pr	NOUN
fbem-9280	213	4	has	have	VERB
fbem-9280	213	5	an	an	DET
fbem-9280	213	6	initial	initial	ADJ
fbem-9280	213	7	budget	budget	NOUN
fbem-9280	213	8	b	b	NOUN
fbem-9280	213	9	,	,	PUNCT
fbem-9280	213	10	and	and	CCONJ
fbem-9280	213	11	it	it	PRON
fbem-9280	213	12	is	be	AUX
fbem-9280	213	13	asymmetric	asymmetric	ADJ
fbem-9280	213	14	information	information	NOUN
fbem-9280	213	15	belonging	belong	VERB
fbem-9280	213	16	to	to	ADP
fbem-9280	213	17	3pr	3pr	ADJ
fbem-9280	213	18	,	,	PUNCT
fbem-9280	213	19	and	and	CCONJ
fbem-9280	213	20	it	it	PRON
fbem-9280	213	21	is	be	AUX
fbem-9280	213	22	known	know	VERB
fbem-9280	213	23	to	to	ADP
fbem-9280	213	24	the	the	DET
fbem-9280	213	25	retail	retail	ADJ
fbem-9280	213	26	platform	platform	NOUN
fbem-9280	213	27	through	through	ADP
fbem-9280	213	28	domain	domain	NOUN
fbem-9280	213	29	experts	expert	NOUN
fbem-9280	213	30	’	'	PUNCT
fbem-9280	213	31	experimental	experimental	ADJ
fbem-9280	213	32	knowledge	knowledge	NOUN
fbem-9280	213	33	.	.	PUNCT
fbem-9280	214	1	the	the	DET
fbem-9280	214	2	retail	retail	ADJ
fbem-9280	214	3	platform	platform	NOUN
fbem-9280	214	4	regards	regard	VERB
fbem-9280	214	5	it	it	PRON
fbem-9280	214	6	as	as	ADP
fbem-9280	214	7	an	an	DET
fbem-9280	214	8	uncertain	uncertain	ADJ
fbem-9280	214	9	variable	variable	NOUN
fbem-9280	214	10	with	with	ADP
fbem-9280	214	11	an	an	DET
fbem-9280	214	12	uncertainty	uncertainty	NOUN
fbem-9280	214	13	distribution	distribution	NOUN
fbem-9280	214	14	ψ	ψ	NOUN
fbem-9280	214	15	𝑥	𝑥	NOUN
fbem-9280	214	16	and	and	CCONJ
fbem-9280	214	17	an	an	DET
fbem-9280	214	18	inverse	inverse	ADJ
fbem-9280	214	19	uncertainty	uncertainty	NOUN
fbem-9280	214	20	distribution	distribution	NOUN
fbem-9280	214	21	ψ	ψ	NOUN
fbem-9280	214	22	𝛼	𝛼	NOUN
fbem-9280	214	23	,	,	PUNCT
fbem-9280	214	24	and	and	CCONJ
fbem-9280	214	25	the	the	DET
fbem-9280	214	26	3pr	3pr	ADJ
fbem-9280	214	27	’s	’s	PART
fbem-9280	214	28	demand	demand	NOUN
fbem-9280	214	29	,	,	PUNCT
fbem-9280	214	30	d	d	PROPN
fbem-9280	214	31	,	,	PUNCT
fbem-9280	214	32	follows	follow	VERB
fbem-9280	214	33	a	a	DET
fbem-9280	214	34	normal	normal	ADJ
fbem-9280	214	35	uncertainty	uncertainty	NOUN
fbem-9280	214	36	distribution	distribution	NOUN
fbem-9280	214	37	𝒩	𝒩	PROPN
fbem-9280	214	38	𝑒	𝑒	PROPN
fbem-9280	214	39	,	,	PUNCT
fbem-9280	214	40	𝜎	𝜎	PROPN
fbem-9280	214	41	or	or	CCONJ
fbem-9280	214	42	a	a	DET
fbem-9280	214	43	linear	linear	ADJ
fbem-9280	214	44	uncertainty	uncertainty	NOUN
fbem-9280	214	45	distribution	distribution	NOUN
fbem-9280	214	46	ℒ	ℒ	PROPN
fbem-9280	214	47	𝑎	𝑎	PROPN
fbem-9280	214	48	,	,	PUNCT
fbem-9280	214	49	𝑏	𝑏	NOUN
fbem-9280	214	50	,	,	PUNCT
fbem-9280	214	51	(	(	PUNCT
fbem-9280	214	52	1	1	X
fbem-9280	214	53	)	)	PUNCT
fbem-9280	214	54	the	the	DET
fbem-9280	214	55	retail	retail	ADJ
fbem-9280	214	56	platform	platform	NOUN
fbem-9280	214	57	will	will	AUX
fbem-9280	214	58	offer	offer	VERB
fbem-9280	214	59	limited	limited	ADJ
fbem-9280	214	60	amount	amount	NOUN
fbem-9280	214	61	of	of	ADP
fbem-9280	214	62	trade	trade	NOUN
fbem-9280	214	63	credit	credit	NOUN
fbem-9280	214	64	w	w	PROPN
fbem-9280	214	65	min	min	PROPN
fbem-9280	214	66	𝑄∗	𝑄∗	PROPN
fbem-9280	214	67	,	,	PUNCT
fbem-9280	214	68	𝑄∗	𝑄∗	X
fbem-9280	215	1	to	to	ADP
fbem-9280	215	2	3pr	3pr	ADJ
fbem-9280	215	3	,	,	PUNCT
fbem-9280	215	4	and	and	CCONJ
fbem-9280	215	5	𝑄∗	𝑄∗	NUM
fbem-9280	215	6	solves	solve	NOUN
fbem-9280	215	7	from	from	ADP
fbem-9280	215	8	(	(	PUNCT
fbem-9280	215	9	2	2	X
fbem-9280	215	10	)	)	PUNCT
fbem-9280	215	11	the	the	DET
fbem-9280	215	12	3pr	3pr	NOUN
fbem-9280	215	13	will	will	AUX
fbem-9280	215	14	share	share	VERB
fbem-9280	215	15	the	the	DET
fbem-9280	215	16	initial	initial	ADJ
fbem-9280	215	17	budget	budget	NOUN
fbem-9280	215	18	information	information	NOUN
fbem-9280	215	19	when	when	SCONJ
fbem-9280	215	20	𝑄∗	𝑄∗	NUM
fbem-9280	215	21	𝑄∗	𝑄∗	PUNCT
fbem-9280	215	22	proof	proof	NOUN
fbem-9280	215	23	.	.	PUNCT
fbem-9280	216	1	(	(	PUNCT
fbem-9280	216	2	1	1	X
fbem-9280	216	3	)	)	PUNCT
fbem-9280	216	4	according	accord	VERB
fbem-9280	216	5	to	to	ADP
fbem-9280	216	6	theorem	theorem	ADJ
fbem-9280	216	7	4.2	4.2	NUM
fbem-9280	216	8	,	,	PUNCT
fbem-9280	216	9	the	the	DET
fbem-9280	216	10	retail	retail	ADJ
fbem-9280	216	11	platform	platform	NOUN
fbem-9280	216	12	’s	’s	PART
fbem-9280	216	13	expected	expect	VERB
fbem-9280	216	14	payoff	payoff	NOUN
fbem-9280	216	15	equals	equal	VERB
fbem-9280	216	16	therefore	therefore	ADV
fbem-9280	216	17	,	,	PUNCT
fbem-9280	216	18	the	the	DET
fbem-9280	216	19	optimal	optimal	ADJ
fbem-9280	216	20	𝑄	𝑄	PROPN
fbem-9280	216	21	satisfies	satisfy	VERB
fbem-9280	216	22	the	the	DET
fbem-9280	216	23	following	follow	VERB
fbem-9280	216	24	first	first	ADJ
fbem-9280	216	25	order	order	NOUN
fbem-9280	216	26	condition	condition	NOUN
fbem-9280	216	27	,	,	PUNCT
fbem-9280	216	28	i.e.	i.e.	X
fbem-9280	216	29	,	,	PUNCT
fbem-9280	216	30	(	(	PUNCT
fbem-9280	216	31	2	2	X
fbem-9280	216	32	)	)	PUNCT
fbem-9280	216	33	when	when	SCONJ
fbem-9280	216	34	𝑄∗	𝑄∗	NUM
fbem-9280	216	35	𝑄∗	𝑄∗	X
fbem-9280	216	36	,	,	PUNCT
fbem-9280	216	37	the	the	DET
fbem-9280	216	38	3pr	3pr	NOUN
fbem-9280	216	39	will	will	AUX
fbem-9280	216	40	get	get	VERB
fbem-9280	216	41	more	more	ADJ
fbem-9280	216	42	loans	loan	NOUN
fbem-9280	216	43	if	if	SCONJ
fbem-9280	216	44	it	it	PRON
fbem-9280	216	45	shares	share	VERB
fbem-9280	216	46	initial	initial	ADJ
fbem-9280	216	47	budget	budget	NOUN
fbem-9280	216	48	infor	infor	PROPN
fbem-9280	216	49	-	-	PUNCT
fbem-9280	216	50	mation	mation	NOUN
fbem-9280	216	51	,	,	PUNCT
fbem-9280	216	52	so	so	CCONJ
fbem-9280	216	53	at	at	ADP
fbem-9280	216	54	this	this	DET
fbem-9280	216	55	time	time	NOUN
fbem-9280	216	56	,	,	PUNCT
fbem-9280	216	57	the	the	DET
fbem-9280	216	58	3pr	3pr	NOUN
fbem-9280	216	59	will	will	AUX
fbem-9280	216	60	share	share	VERB
fbem-9280	216	61	the	the	DET
fbem-9280	216	62	initial	initial	ADJ
fbem-9280	216	63	budget	budget	NOUN
fbem-9280	216	64	information	information	NOUN
fbem-9280	216	65	.	.	PUNCT
fbem-9280	217	1	corollary	corollary	ADJ
fbem-9280	217	2	8	8	NUM
fbem-9280	217	3	.	.	PUNCT
fbem-9280	218	1	if	if	SCONJ
fbem-9280	218	2	the	the	DET
fbem-9280	218	3	demand	demand	NOUN
fbem-9280	218	4	is	be	AUX
fbem-9280	218	5	described	describe	VERB
fbem-9280	218	6	by	by	ADP
fbem-9280	218	7	a	a	DET
fbem-9280	218	8	normal	normal	ADJ
fbem-9280	218	9	uncertain	uncertain	ADJ
fbem-9280	218	10	variable	variable	NOUN
fbem-9280	218	11	𝒩	𝒩	PROPN
fbem-9280	218	12	𝑒	𝑒	PROPN
fbem-9280	218	13	,	,	PUNCT
fbem-9280	218	14	𝜎	𝜎	PROPN
fbem-9280	218	15	and	and	CCONJ
fbem-9280	218	16	the	the	DET
fbem-9280	218	17	initial	initial	ADJ
fbem-9280	218	18	budget	budget	NOUN
fbem-9280	218	19	is	be	AUX
fbem-9280	218	20	described	describe	VERB
fbem-9280	218	21	by	by	ADP
fbem-9280	218	22	a	a	DET
fbem-9280	218	23	linear	linear	ADJ
fbem-9280	218	24	uncertain	uncertain	ADJ
fbem-9280	218	25	variable	variable	ADJ
fbem-9280	218	26	𝐿	𝐿	PROPN
fbem-9280	218	27	𝐵	𝐵	PROPN
fbem-9280	218	28	,	,	PUNCT
fbem-9280	218	29	𝐵	𝐵	PROPN
fbem-9280	218	30	,	,	PUNCT
fbem-9280	218	31	then	then	ADV
fbem-9280	218	32	the	the	DET
fbem-9280	218	33	3pr	3pr	ADJ
fbem-9280	218	34	will	will	AUX
fbem-9280	218	35	share	share	VERB
fbem-9280	218	36	the	the	DET
fbem-9280	218	37	initial	initial	ADJ
fbem-9280	218	38	budget	budget	NOUN
fbem-9280	218	39	information	information	NOUN
fbem-9280	218	40	when	when	SCONJ
fbem-9280	218	41	𝐵	𝐵	NOUN
fbem-9280	218	42	figure	figure	VERB
fbem-9280	218	43	2	2	NUM
fbem-9280	218	44	.	.	PUNCT
fbem-9280	218	45	retailer	retailer	NOUN
fbem-9280	218	46	’s	’s	PART
fbem-9280	218	47	optimal	optimal	ADJ
fbem-9280	218	48	ordering	ordering	NOUN
fbem-9280	218	49	quantity	quantity	NOUN
fbem-9280	218	50	with	with	ADP
fbem-9280	218	51	different	different	ADJ
fbem-9280	218	52	initial	initial	ADJ
fbem-9280	218	53	budget	budget	NOUN
fbem-9280	218	54	b	b	PROPN
fbem-9280	218	55	corollary	corollary	ADJ
fbem-9280	218	56	9	9	NUM
fbem-9280	218	57	.	.	PUNCT
fbem-9280	219	1	if	if	SCONJ
fbem-9280	219	2	the	the	DET
fbem-9280	219	3	demand	demand	NOUN
fbem-9280	219	4	is	be	AUX
fbem-9280	219	5	described	describe	VERB
fbem-9280	219	6	by	by	ADP
fbem-9280	219	7	a	a	DET
fbem-9280	219	8	linear	linear	ADJ
fbem-9280	219	9	uncertain	uncertain	ADJ
fbem-9280	219	10	variable	variable	ADJ
fbem-9280	219	11	𝐿	𝐿	PROPN
fbem-9280	219	12	𝑎	𝑎	PROPN
fbem-9280	219	13	,	,	PUNCT
fbem-9280	219	14	𝑏	𝑏	PROPN
fbem-9280	219	15	and	and	CCONJ
fbem-9280	219	16	the	the	DET
fbem-9280	219	17	initial	initial	ADJ
fbem-9280	219	18	budget	budget	NOUN
fbem-9280	219	19	is	be	AUX
fbem-9280	219	20	described	describe	VERB
fbem-9280	219	21	by	by	ADP
fbem-9280	219	22	a	a	DET
fbem-9280	219	23	linear	linear	ADJ
fbem-9280	219	24	uncertain	uncertain	ADJ
fbem-9280	219	25	variable	variable	ADJ
fbem-9280	219	26	ℒ	ℒ	PROPN
fbem-9280	219	27	𝐵	𝐵	PROPN
fbem-9280	219	28	,	,	PUNCT
fbem-9280	219	29	𝐵	𝐵	NOUN
fbem-9280	219	30	,	,	PUNCT
fbem-9280	219	31	then	then	ADV
fbem-9280	219	32	the	the	DET
fbem-9280	219	33	3pr	3pr	ADJ
fbem-9280	219	34	will	will	AUX
fbem-9280	219	35	share	share	VERB
fbem-9280	219	36	the	the	DET
fbem-9280	219	37	initial	initial	ADJ
fbem-9280	219	38	budget	budget	NOUN
fbem-9280	219	39	information	information	NOUN
fbem-9280	219	40	when	when	SCONJ
fbem-9280	219	41	𝐵	𝐵	PROPN
fbem-9280	219	42	5	5	NUM
fbem-9280	219	43	.	.	PUNCT
fbem-9280	219	44	numerical	numerical	ADJ
fbem-9280	219	45	example	example	NOUN
fbem-9280	219	46	in	in	ADP
fbem-9280	219	47	this	this	DET
fbem-9280	219	48	section	section	NOUN
fbem-9280	219	49	,	,	PUNCT
fbem-9280	219	50	we	we	PRON
fbem-9280	219	51	provide	provide	VERB
fbem-9280	219	52	a	a	DET
fbem-9280	219	53	numerical	numerical	ADJ
fbem-9280	219	54	example	example	NOUN
fbem-9280	219	55	to	to	ADP
fbem-9280	219	56	illus	illus	ADJ
fbem-9280	219	57	trate	trate	NOUN
fbem-9280	219	58	and	and	CCONJ
fbem-9280	219	59	analyse	analyse	VERB
fbem-9280	219	60	the	the	DET
fbem-9280	219	61	effect	effect	NOUN
fbem-9280	219	62	of	of	ADP
fbem-9280	219	63	trade	trade	NOUN
fbem-9280	219	64	credit	credit	NOUN
fbem-9280	219	65	.	.	PUNCT
fbem-9280	220	1	consider	consider	VERB
fbem-9280	220	2	a	a	DET
fbem-9280	220	3	twoechelon	twoechelon	NOUN
fbem-9280	220	4	supply	supply	NOUN
fbem-9280	220	5	chain	chain	NOUN
fbem-9280	220	6	with	with	ADP
fbem-9280	220	7	a	a	DET
fbem-9280	220	8	retail	retail	ADJ
fbem-9280	220	9	platform	platform	NOUN
fbem-9280	220	10	and	and	CCONJ
fbem-9280	220	11	a	a	DET
fbem-9280	220	12	retailer	retailer	NOUN
fbem-9280	220	13	.	.	PUNCT
fbem-9280	221	1	the	the	DET
fbem-9280	221	2	3pr	3pr	ADJ
fbem-9280	221	3	faces	face	NOUN
fbem-9280	221	4	uncertain	uncertain	ADJ
fbem-9280	221	5	demand	demand	NOUN
fbem-9280	221	6	,	,	PUNCT
fbem-9280	221	7	d	d	X
fbem-9280	221	8	,	,	PUNCT
fbem-9280	221	9	which	which	PRON
fbem-9280	221	10	follows	follow	VERB
fbem-9280	221	11	an	an	DET
fbem-9280	221	12	uncertainty	uncertainty	NOUN
fbem-9280	221	13	distribution	distribution	NOUN
fbem-9280	221	14	.	.	PUNCT
fbem-9280	222	1	the	the	DET
fbem-9280	222	2	3pr	3pr	NOUN
fbem-9280	222	3	does	do	AUX
fbem-9280	222	4	not	not	PART
fbem-9280	222	5	have	have	VERB
fbem-9280	222	6	any	any	DET
fbem-9280	222	7	historical	historical	ADJ
fbem-9280	222	8	data	datum	NOUN
fbem-9280	222	9	about	about	ADP
fbem-9280	222	10	the	the	DET
fbem-9280	222	11	demand	demand	NOUN
fbem-9280	222	12	,	,	PUNCT
fbem-9280	222	13	therefore	therefore	ADV
fbem-9280	222	14	,	,	PUNCT
fbem-9280	222	15	the	the	DET
fbem-9280	222	16	3pr	3pr	ADJ
fbem-9280	222	17	consults	consult	NOUN
fbem-9280	222	18	experts	expert	NOUN
fbem-9280	222	19	and	and	CCONJ
fbem-9280	222	20	collects	collect	VERB
fbem-9280	222	21	the	the	DET
fbem-9280	222	22	experts	expert	NOUN
fbem-9280	222	23	’	'	PUNCT
fbem-9280	222	24	experimental	experimental	ADJ
fbem-9280	222	25	data	datum	NOUN
fbem-9280	222	26	through	through	ADP
fbem-9280	222	27	a	a	DET
fbem-9280	222	28	questionnaire	questionnaire	NOUN
fbem-9280	222	29	survey	survey	NOUN
fbem-9280	222	30	.	.	PUNCT
fbem-9280	223	1	the	the	DET
fbem-9280	223	2	collected	collect	VERB
fbem-9280	223	3	data	datum	NOUN
fbem-9280	223	4	are	be	AUX
fbem-9280	223	5	shown	show	VERB
fbem-9280	223	6	in	in	ADP
fbem-9280	223	7	example	example	NOUN
fbem-9280	223	8	4.1	4.1	NUM
fbem-9280	223	9	.	.	PUNCT
fbem-9280	224	1	based	base	VERB
fbem-9280	224	2	on	on	ADP
fbem-9280	224	3	the	the	DET
fbem-9280	224	4	least	least	ADJ
fbem-9280	224	5	squares	square	NOUN
fbem-9280	224	6	method	method	NOUN
fbem-9280	224	7	,	,	PUNCT
fbem-9280	224	8	the	the	DET
fbem-9280	224	9	retailer	retailer	NOUN
fbem-9280	224	10	derives	derive	VERB
fbem-9280	224	11	that	that	SCONJ
fbem-9280	224	12	the	the	DET
fbem-9280	224	13	uncertain	uncertain	ADJ
fbem-9280	224	14	demand	demand	NOUN
fbem-9280	224	15	follows	follow	VERB
fbem-9280	224	16	a	a	DET
fbem-9280	224	17	linear	linear	ADJ
fbem-9280	224	18	uncertainty	uncertainty	NOUN
fbem-9280	224	19	distribution	distribution	NOUN
fbem-9280	224	20	ℒ	ℒ	NOUN
fbem-9280	224	21	0	0	NUM
fbem-9280	224	22	,	,	PUNCT
fbem-9280	224	23	104.6	104.6	NUM
fbem-9280	224	24	.	.	PUNCT
fbem-9280	225	1	the	the	DET
fbem-9280	225	2	retail	retail	ADJ
fbem-9280	225	3	platform	platform	NOUN
fbem-9280	225	4	’s	’s	PART
fbem-9280	225	5	production	production	NOUN
fbem-9280	225	6	cost	cost	NOUN
fbem-9280	225	7	,	,	PUNCT
fbem-9280	225	8	c	c	X
fbem-9280	225	9	,	,	PUNCT
fbem-9280	225	10	is	be	AUX
fbem-9280	225	11	$	$	SYM
fbem-9280	225	12	0.8	0.8	NUM
fbem-9280	225	13	per	per	ADP
fbem-9280	225	14	unit	unit	NOUN
fbem-9280	225	15	,	,	PUNCT
fbem-9280	225	16	and	and	CCONJ
fbem-9280	225	17	the	the	DET
fbem-9280	225	18	wholesale	wholesale	ADJ
fbem-9280	225	19	price	price	NOUN
fbem-9280	225	20	,	,	PUNCT
fbem-9280	225	21	𝑤	𝑤	ADP
fbem-9280	225	22	,	,	PUNCT
fbem-9280	225	23	is	be	AUX
fbem-9280	225	24	$	$	SYM
fbem-9280	225	25	1	1	NUM
fbem-9280	225	26	per	per	ADP
fbem-9280	225	27	unit	unit	NOUN
fbem-9280	225	28	.	.	PUNCT
fbem-9280	226	1	the	the	DET
fbem-9280	226	2	retailer	retailer	NOUN
fbem-9280	226	3	has	have	VERB
fbem-9280	226	4	an	an	DET
fbem-9280	226	5	initial	initial	ADJ
fbem-9280	226	6	budget	budget	NOUN
fbem-9280	226	7	b	b	NOUN
fbem-9280	226	8	,	,	PUNCT
fbem-9280	226	9	and	and	CCONJ
fbem-9280	226	10	the	the	DET
fbem-9280	226	11	retail	retail	ADJ
fbem-9280	226	12	price	price	NOUN
fbem-9280	226	13	,	,	PUNCT
fbem-9280	226	14	p	p	X
fbem-9280	226	15	,	,	PUNCT
fbem-9280	226	16	is	be	AUX
fbem-9280	226	17	$	$	SYM
fbem-9280	226	18	1.2	1.2	NUM
fbem-9280	226	19	per	per	ADP
fbem-9280	226	20	unit	unit	NOUN
fbem-9280	226	21	.	.	PUNCT
fbem-9280	227	1	at	at	ADP
fbem-9280	227	2	the	the	DET
fbem-9280	227	3	beginning	beginning	NOUN
fbem-9280	227	4	of	of	ADP
fbem-9280	227	5	the	the	DET
fbem-9280	227	6	sales	sale	NOUN
fbem-9280	227	7	season	season	NOUN
fbem-9280	227	8	,	,	PUNCT
fbem-9280	227	9	the	the	DET
fbem-9280	227	10	194	194	NUM
fbem-9280	227	11	retailer	retailer	NOUN
fbem-9280	227	12	chooses	choose	VERB
fbem-9280	227	13	to	to	PART
fbem-9280	227	14	order	order	VERB
fbem-9280	227	15	𝑄	𝑄	PROPN
fbem-9280	227	16	units	unit	NOUN
fbem-9280	227	17	of	of	ADP
fbem-9280	227	18	product	product	NOUN
fbem-9280	227	19	.	.	PUNCT
fbem-9280	228	1	when	when	SCONJ
fbem-9280	228	2	the	the	DET
fbem-9280	228	3	3pr	3pr	ADJ
fbem-9280	228	4	is	be	AUX
fbem-9280	228	5	capital	capital	NOUN
fbem-9280	228	6	-	-	PUNCT
fbem-9280	228	7	constrained	constrain	VERB
fbem-9280	228	8	,	,	PUNCT
fbem-9280	228	9	that	that	PRON
fbem-9280	228	10	is	is	ADV
fbem-9280	228	11	𝐵	𝐵	NOUN
fbem-9280	228	12	𝑤𝑄	𝑤𝑄	NOUN
fbem-9280	228	13	,	,	PUNCT
fbem-9280	228	14	then	then	ADV
fbem-9280	228	15	the	the	DET
fbem-9280	228	16	3pr	3pr	ADJ
fbem-9280	228	17	and	and	CCONJ
fbem-9280	228	18	retail	retail	ADJ
fbem-9280	228	19	platform	platform	NOUN
fbem-9280	228	20	will	will	AUX
fbem-9280	228	21	negotiate	negotiate	VERB
fbem-9280	228	22	a	a	DET
fbem-9280	228	23	trade	trade	NOUN
fbem-9280	228	24	credit	credit	NOUN
fbem-9280	228	25	contract	contract	NOUN
fbem-9280	228	26	.	.	PUNCT
fbem-9280	229	1	next	next	ADV
fbem-9280	229	2	,	,	PUNCT
fbem-9280	229	3	we	we	PRON
fbem-9280	229	4	examine	examine	VERB
fbem-9280	229	5	the	the	DET
fbem-9280	229	6	3pr	3pr	ADJ
fbem-9280	229	7	’s	’s	PART
fbem-9280	229	8	optimal	optimal	ADJ
fbem-9280	229	9	decision	decision	NOUN
fbem-9280	229	10	,	,	PUNCT
fbem-9280	229	11	supply	supply	NOUN
fbem-9280	229	12	chain	chain	NOUN
fbem-9280	229	13	’s	’s	PART
fbem-9280	229	14	profit	profit	NOUN
fbem-9280	229	15	and	and	CCONJ
fbem-9280	229	16	supply	supply	NOUN
fbem-9280	229	17	chain	chain	NOUN
fbem-9280	229	18	members	member	NOUN
fbem-9280	229	19	’	’	PART
fbem-9280	229	20	profit	profit	NOUN
fbem-9280	229	21	in	in	ADP
fbem-9280	229	22	different	different	ADJ
fbem-9280	229	23	3pr	3pr	ADJ
fbem-9280	229	24	’s	’s	PART
fbem-9280	229	25	initial	initial	ADJ
fbem-9280	229	26	budget	budget	NOUN
fbem-9280	229	27	.	.	PUNCT
fbem-9280	230	1	5.1	5.1	NUM
fbem-9280	230	2	ordering	order	VERB
fbem-9280	230	3	quantity	quantity	NOUN
fbem-9280	230	4	analysis	analysis	NOUN
fbem-9280	230	5	.	.	PUNCT
fbem-9280	231	1	figure	figure	NOUN
fbem-9280	231	2	2	2	NUM
fbem-9280	231	3	shows	show	VERB
fbem-9280	231	4	3pr	3pr	ADJ
fbem-9280	231	5	’s	’s	PART
fbem-9280	231	6	optimal	optimal	ADJ
fbem-9280	231	7	ordering	ordering	NOUN
fbem-9280	231	8	quantity	quantity	NOUN
fbem-9280	231	9	with	with	ADP
fbem-9280	231	10	different	different	ADJ
fbem-9280	231	11	initial	initial	ADJ
fbem-9280	231	12	budgets	budget	NOUN
fbem-9280	231	13	.	.	PUNCT
fbem-9280	232	1	there	there	PRON
fbem-9280	232	2	are	be	VERB
fbem-9280	232	3	three	three	NUM
fbem-9280	232	4	regions	region	NOUN
fbem-9280	232	5	in	in	ADP
fbem-9280	232	6	figure	figure	NOUN
fbem-9280	232	7	2	2	NUM
fbem-9280	232	8	.	.	PUNCT
fbem-9280	233	1	the	the	DET
fbem-9280	233	2	full	full	ADJ
fbem-9280	233	3	line	line	NOUN
fbem-9280	233	4	and	and	CCONJ
fbem-9280	233	5	its	its	PRON
fbem-9280	233	6	extension	extension	NOUN
fbem-9280	233	7	dotted	dotted	ADJ
fbem-9280	233	8	line	line	NOUN
fbem-9280	233	9	,	,	PUNCT
fbem-9280	233	10	in	in	ADP
fbem-9280	233	11	region	region	NOUN
fbem-9280	233	12	i	i	PRON
fbem-9280	233	13	,	,	PUNCT
fbem-9280	233	14	depicts	depict	VERB
fbem-9280	233	15	the	the	DET
fbem-9280	233	16	upper	upper	ADJ
fbem-9280	233	17	limit	limit	NOUN
fbem-9280	233	18	of	of	ADP
fbem-9280	233	19	the	the	DET
fbem-9280	233	20	ordering	ordering	NOUN
fbem-9280	233	21	quantity	quantity	NOUN
fbem-9280	233	22	,	,	PUNCT
fbem-9280	233	23	𝑄∗	𝑄∗	X
fbem-9280	233	24	,	,	PUNCT
fbem-9280	233	25	set	set	VERB
fbem-9280	233	26	by	by	ADP
fbem-9280	233	27	the	the	DET
fbem-9280	233	28	retail	retail	ADJ
fbem-9280	233	29	platform	platform	NOUN
fbem-9280	233	30	,	,	PUNCT
fbem-9280	233	31	and	and	CCONJ
fbem-9280	233	32	𝑄∗	𝑄∗	NUM
fbem-9280	233	33	increases	increase	NOUN
fbem-9280	233	34	with	with	ADP
fbem-9280	233	35	b.	b.	PROPN
fbem-9280	233	36	the	the	DET
fbem-9280	233	37	full	full	ADJ
fbem-9280	233	38	line	line	NOUN
fbem-9280	233	39	and	and	CCONJ
fbem-9280	233	40	its	its	PRON
fbem-9280	233	41	extension	extension	NOUN
fbem-9280	233	42	dotted	dotted	ADJ
fbem-9280	233	43	line	line	NOUN
fbem-9280	233	44	,	,	PUNCT
fbem-9280	233	45	in	in	ADP
fbem-9280	233	46	region	region	PROPN
fbem-9280	233	47	ii	ii	PROPN
fbem-9280	233	48	,	,	PUNCT
fbem-9280	233	49	depicts	depict	VERB
fbem-9280	233	50	capital	capital	NOUN
fbem-9280	233	51	constrained	constrain	VERB
fbem-9280	233	52	3pr	3pr	ADJ
fbem-9280	233	53	’s	’s	NOUN
fbem-9280	233	54	optimal	optimal	ADJ
fbem-9280	233	55	or	or	CCONJ
fbem-9280	233	56	-	-	PUNCT
fbem-9280	233	57	dering	dere	VERB
fbem-9280	233	58	quantity	quantity	NOUN
fbem-9280	233	59	,	,	PUNCT
fbem-9280	233	60	𝑄∗	𝑄∗	PROPN
fbem-9280	233	61	,	,	PUNCT
fbem-9280	233	62	when	when	SCONJ
fbem-9280	233	63	it	it	PRON
fbem-9280	233	64	receives	receive	VERB
fbem-9280	233	65	trade	trade	NOUN
fbem-9280	233	66	credit	credit	NOUN
fbem-9280	233	67	from	from	ADP
fbem-9280	233	68	the	the	DET
fbem-9280	233	69	3pr	3pr	ADJ
fbem-9280	233	70	,	,	PUNCT
fbem-9280	233	71	and	and	CCONJ
fbem-9280	233	72	𝑄∗	𝑄∗	NUM
fbem-9280	233	73	decreases	decrease	VERB
fbem-9280	233	74	with	with	ADP
fbem-9280	233	75	b.	b.	PROPN
fbem-9280	233	76	the	the	DET
fbem-9280	233	77	full	full	ADJ
fbem-9280	233	78	line	line	NOUN
fbem-9280	233	79	and	and	CCONJ
fbem-9280	233	80	its	its	PRON
fbem-9280	233	81	extension	extension	NOUN
fbem-9280	233	82	dotted	dotted	ADJ
fbem-9280	233	83	line	line	NOUN
fbem-9280	233	84	,	,	PUNCT
fbem-9280	233	85	in	in	ADP
fbem-9280	233	86	region	region	PROPN
fbem-9280	233	87	iii	iii	PROPN
fbem-9280	233	88	,	,	PUNCT
fbem-9280	233	89	depicts	depict	VERB
fbem-9280	233	90	3pr	3pr	ADJ
fbem-9280	233	91	’s	’s	PART
fbem-9280	233	92	optimal	optimal	ADJ
fbem-9280	233	93	ordering	ordering	NOUN
fbem-9280	233	94	quantity	quantity	NOUN
fbem-9280	233	95	,	,	PUNCT
fbem-9280	233	96	𝑄∗	𝑄∗	PROPN
fbem-9280	233	97	,	,	PUNCT
fbem-9280	233	98	when	when	SCONJ
fbem-9280	233	99	it	it	PRON
fbem-9280	233	100	receives	receive	VERB
fbem-9280	233	101	no	no	DET
fbem-9280	233	102	trade	trade	NOUN
fbem-9280	233	103	credit	credit	NOUN
fbem-9280	233	104	.	.	PUNCT
fbem-9280	234	1	when	when	SCONJ
fbem-9280	234	2	the	the	DET
fbem-9280	234	3	3pr	3pr	ADJ
fbem-9280	234	4	is	be	AUX
fbem-9280	234	5	capital	capital	NOUN
fbem-9280	234	6	constrained	constrain	VERB
fbem-9280	234	7	,	,	PUNCT
fbem-9280	234	8	the	the	DET
fbem-9280	234	9	3pr	3pr	ADJ
fbem-9280	234	10	can	can	AUX
fbem-9280	234	11	only	only	ADV
fbem-9280	234	12	order	order	VERB
fbem-9280	234	13	𝐵/𝑤	𝐵/𝑤	PROPN
fbem-9280	234	14	units	unit	NOUN
fbem-9280	234	15	of	of	ADP
fbem-9280	234	16	good	good	NOUN
fbem-9280	234	17	which	which	PRON
fbem-9280	234	18	deviates	deviate	VERB
fbem-9280	234	19	from	from	ADP
fbem-9280	234	20	its	its	PRON
fbem-9280	234	21	optimal	optimal	ADJ
fbem-9280	234	22	ordering	ordering	NOUN
fbem-9280	234	23	quantity	quantity	NOUN
fbem-9280	234	24	.	.	PUNCT
fbem-9280	235	1	in	in	ADP
fbem-9280	235	2	the	the	DET
fbem-9280	235	3	region	region	NOUN
fbem-9280	235	4	i	i	PRON
fbem-9280	235	5	of	of	ADP
fbem-9280	235	6	figure	figure	NOUN
fbem-9280	235	7	2	2	NUM
fbem-9280	235	8	.	.	PUNCT
fbem-9280	236	1	the	the	DET
fbem-9280	236	2	3pr	3pr	NOUN
fbem-9280	236	3	has	have	VERB
fbem-9280	236	4	only	only	ADV
fbem-9280	236	5	a	a	DET
fbem-9280	236	6	slight	slight	ADJ
fbem-9280	236	7	initial	initial	ADJ
fbem-9280	236	8	capital	capital	NOUN
fbem-9280	236	9	,	,	PUNCT
fbem-9280	236	10	just	just	ADV
fbem-9280	236	11	as	as	SCONJ
fbem-9280	236	12	we	we	PRON
fbem-9280	236	13	analysed	analyse	VERB
fbem-9280	236	14	,	,	PUNCT
fbem-9280	236	15	the	the	DET
fbem-9280	236	16	expected	expect	VERB
fbem-9280	236	17	loss	loss	NOUN
fbem-9280	236	18	of	of	ADP
fbem-9280	236	19	placing	place	VERB
fbem-9280	236	20	a	a	DET
fbem-9280	236	21	large	large	ADJ
fbem-9280	236	22	order	order	NOUN
fbem-9280	236	23	is	be	AUX
fbem-9280	236	24	low	low	ADJ
fbem-9280	236	25	and	and	CCONJ
fbem-9280	236	26	limited	limited	ADJ
fbem-9280	236	27	.	.	PUNCT
fbem-9280	237	1	the	the	DET
fbem-9280	237	2	expect	expect	VERB
fbem-9280	237	3	profit	profit	NOUN
fbem-9280	237	4	is	be	AUX
fbem-9280	237	5	an	an	DET
fbem-9280	237	6	increasing	increase	VERB
fbem-9280	237	7	function	function	NOUN
fbem-9280	237	8	with	with	ADP
fbem-9280	237	9	the	the	DET
fbem-9280	237	10	units	unit	NOUN
fbem-9280	237	11	of	of	ADP
fbem-9280	237	12	good	good	NOUN
fbem-9280	237	13	that	that	PRON
fbem-9280	237	14	ordered	order	VERB
fbem-9280	237	15	.	.	PUNCT
fbem-9280	238	1	therefore	therefore	ADV
fbem-9280	238	2	,	,	PUNCT
fbem-9280	238	3	the	the	DET
fbem-9280	238	4	3pr	3pr	NOUN
fbem-9280	238	5	’s	’s	ADV
fbem-9280	238	6	ordering	order	VERB
fbem-9280	238	7	quantity	quantity	NOUN
fbem-9280	238	8	is	be	AUX
fbem-9280	238	9	a	a	DET
fbem-9280	238	10	decreasing	decrease	VERB
fbem-9280	238	11	function	function	NOUN
fbem-9280	238	12	w.t.t	w.t.t	PROPN
fbem-9280	238	13	b.	b.	PROPN
fbem-9280	238	14	in	in	ADP
fbem-9280	238	15	other	other	ADJ
fbem-9280	238	16	words	word	NOUN
fbem-9280	238	17	,	,	PUNCT
fbem-9280	238	18	the	the	DET
fbem-9280	238	19	3pr	3pr	ADJ
fbem-9280	238	20	is	be	AUX
fbem-9280	238	21	a	a	DET
fbem-9280	238	22	risk	risk	NOUN
fbem-9280	238	23	-	-	PUNCT
fbem-9280	238	24	seeker	seeker	NOUN
fbem-9280	238	25	.	.	PUNCT
fbem-9280	239	1	the	the	DET
fbem-9280	239	2	reason	reason	NOUN
fbem-9280	239	3	behind	behind	ADP
fbem-9280	239	4	this	this	DET
fbem-9280	239	5	phenomenon	phenomenon	NOUN
fbem-9280	239	6	is	be	AUX
fbem-9280	239	7	that	that	SCONJ
fbem-9280	239	8	the	the	DET
fbem-9280	239	9	market	market	NOUN
fbem-9280	239	10	risk	risk	NOUN
fbem-9280	239	11	is	be	AUX
fbem-9280	239	12	shifted	shift	VERB
fbem-9280	239	13	from	from	ADP
fbem-9280	239	14	the	the	DET
fbem-9280	239	15	3pr	3pr	NOUN
fbem-9280	239	16	to	to	ADP
fbem-9280	239	17	the	the	DET
fbem-9280	239	18	retail	retail	ADJ
fbem-9280	239	19	platform	platform	NOUN
fbem-9280	239	20	through	through	ADP
fbem-9280	239	21	trade	trade	NOUN
fbem-9280	239	22	credit	credit	NOUN
fbem-9280	239	23	.	.	PUNCT
fbem-9280	240	1	consequently	consequently	ADV
fbem-9280	240	2	,	,	PUNCT
fbem-9280	240	3	the	the	DET
fbem-9280	240	4	retail	retail	ADJ
fbem-9280	240	5	platform	platform	NOUN
fbem-9280	240	6	’s	’s	PART
fbem-9280	240	7	expected	expect	VERB
fbem-9280	240	8	profit	profit	NOUN
fbem-9280	240	9	is	be	AUX
fbem-9280	240	10	a	a	DET
fbem-9280	240	11	concave	concave	NOUN
fbem-9280	240	12	function	function	NOUN
fbem-9280	240	13	w.r.t	w.r.t	NOUN
fbem-9280	240	14	3pr	3pr	NOUN
fbem-9280	240	15	’s	’s	PART
fbem-9280	240	16	ordering	order	VERB
fbem-9280	240	17	quantity	quantity	NOUN
fbem-9280	240	18	.	.	PUNCT
fbem-9280	241	1	as	as	SCONJ
fbem-9280	241	2	to	to	PART
fbem-9280	241	3	manage	manage	VERB
fbem-9280	241	4	its	its	PRON
fbem-9280	241	5	risk	risk	NOUN
fbem-9280	241	6	,	,	PUNCT
fbem-9280	241	7	the	the	DET
fbem-9280	241	8	retail	retail	ADJ
fbem-9280	241	9	platform	platform	NOUN
fbem-9280	241	10	will	will	AUX
fbem-9280	241	11	set	set	VERB
fbem-9280	241	12	an	an	DET
fbem-9280	241	13	upper	upper	ADJ
fbem-9280	241	14	limit	limit	NOUN
fbem-9280	241	15	to	to	ADP
fbem-9280	241	16	the	the	DET
fbem-9280	241	17	3pr	3pr	NOUN
fbem-9280	241	18	’s	’s	NOUN
fbem-9280	241	19	ordering	ordering	NOUN
fbem-9280	241	20	quantity	quantity	NOUN
fbem-9280	241	21	.	.	PUNCT
fbem-9280	242	1	and	and	CCONJ
fbem-9280	242	2	the	the	DET
fbem-9280	242	3	upper	upper	ADJ
fbem-9280	242	4	limit	limit	NOUN
fbem-9280	242	5	works	work	VERB
fbem-9280	242	6	in	in	ADP
fbem-9280	242	7	this	this	DET
fbem-9280	242	8	region	region	NOUN
fbem-9280	242	9	.	.	PUNCT
fbem-9280	243	1	in	in	ADP
fbem-9280	243	2	the	the	DET
fbem-9280	243	3	region	region	NOUN
fbem-9280	243	4	ii	ii	PROPN
fbem-9280	243	5	of	of	ADP
fbem-9280	243	6	figure	figure	NOUN
fbem-9280	243	7	2	2	NUM
fbem-9280	243	8	.	.	PUNCT
fbem-9280	244	1	the	the	DET
fbem-9280	244	2	3pr	3pr	NOUN
fbem-9280	244	3	has	have	VERB
fbem-9280	244	4	more	more	ADJ
fbem-9280	244	5	initial	initial	ADJ
fbem-9280	244	6	capital	capital	NOUN
fbem-9280	244	7	,	,	PUNCT
fbem-9280	244	8	and	and	CCONJ
fbem-9280	244	9	the	the	DET
fbem-9280	244	10	expected	expect	VERB
fbem-9280	244	11	loss	loss	NOUN
fbem-9280	244	12	of	of	ADP
fbem-9280	244	13	placing	place	VERB
fbem-9280	244	14	a	a	DET
fbem-9280	244	15	large	large	ADJ
fbem-9280	244	16	order	order	NOUN
fbem-9280	244	17	increases	increase	NOUN
fbem-9280	244	18	as	as	ADV
fbem-9280	244	19	well	well	ADV
fbem-9280	244	20	.	.	PUNCT
fbem-9280	245	1	at	at	ADP
fbem-9280	245	2	this	this	DET
fbem-9280	245	3	time	time	NOUN
fbem-9280	245	4	,	,	PUNCT
fbem-9280	245	5	the	the	DET
fbem-9280	245	6	3pr	3pr	NOUN
fbem-9280	245	7	has	have	VERB
fbem-9280	245	8	to	to	PART
fbem-9280	245	9	make	make	VERB
fbem-9280	245	10	a	a	DET
fbem-9280	245	11	trade	trade	NOUN
fbem-9280	245	12	-	-	PUNCT
fbem-9280	245	13	off	off	NOUN
fbem-9280	245	14	between	between	ADP
fbem-9280	245	15	place	place	NOUN
fbem-9280	245	16	a	a	DET
fbem-9280	245	17	reasonable	reasonable	ADJ
fbem-9280	245	18	order	order	NOUN
fbem-9280	245	19	and	and	CCONJ
fbem-9280	245	20	place	place	VERB
fbem-9280	245	21	a	a	DET
fbem-9280	245	22	larger	large	ADJ
fbem-9280	245	23	order	order	NOUN
fbem-9280	245	24	.	.	PUNCT
fbem-9280	246	1	the	the	DET
fbem-9280	246	2	rational	rational	ADJ
fbem-9280	246	3	3pr	3pr	NOUN
fbem-9280	246	4	will	will	AUX
fbem-9280	246	5	not	not	PART
fbem-9280	246	6	do	do	VERB
fbem-9280	246	7	what	what	PRON
fbem-9280	246	8	it	it	PRON
fbem-9280	246	9	did	do	VERB
fbem-9280	246	10	in	in	ADP
fbem-9280	246	11	region	region	NOUN
fbem-9280	246	12	i.	i.	PROPN
fbem-9280	246	13	the	the	DET
fbem-9280	246	14	retail	retail	ADJ
fbem-9280	246	15	platform	platform	NOUN
fbem-9280	246	16	’s	’s	PART
fbem-9280	246	17	risk	risk	NOUN
fbem-9280	246	18	is	be	AUX
fbem-9280	246	19	mitigated	mitigate	VERB
fbem-9280	246	20	due	due	ADP
fbem-9280	246	21	to	to	ADP
fbem-9280	246	22	the	the	DET
fbem-9280	246	23	increase	increase	NOUN
fbem-9280	246	24	in	in	ADP
fbem-9280	246	25	3pr	3pr	ADJ
fbem-9280	246	26	’s	’s	PART
fbem-9280	246	27	initial	initial	ADJ
fbem-9280	246	28	budget	budget	NOUN
fbem-9280	246	29	.	.	PUNCT
fbem-9280	247	1	hence	hence	ADV
fbem-9280	247	2	,	,	PUNCT
fbem-9280	247	3	the	the	DET
fbem-9280	247	4	retail	retail	ADJ
fbem-9280	247	5	platform	platform	NOUN
fbem-9280	247	6	sets	set	VERB
fbem-9280	247	7	a	a	DET
fbem-9280	247	8	higher	high	ADJ
fbem-9280	247	9	upper	upper	ADJ
fbem-9280	247	10	limit	limit	NOUN
fbem-9280	247	11	to	to	ADP
fbem-9280	247	12	the	the	DET
fbem-9280	247	13	3pr	3pr	NOUN
fbem-9280	247	14	’s	’s	NOUN
fbem-9280	247	15	ordering	ordering	NOUN
fbem-9280	247	16	quantity	quantity	NOUN
fbem-9280	247	17	.	.	PUNCT
fbem-9280	248	1	and	and	CCONJ
fbem-9280	248	2	the	the	DET
fbem-9280	248	3	upper	upper	ADJ
fbem-9280	248	4	limit	limit	NOUN
fbem-9280	248	5	does	do	AUX
fbem-9280	248	6	not	not	PART
fbem-9280	248	7	work	work	VERB
fbem-9280	248	8	anymore	anymore	ADV
fbem-9280	248	9	.	.	PUNCT
fbem-9280	249	1	in	in	ADP
fbem-9280	249	2	the	the	DET
fbem-9280	249	3	region	region	NOUN
fbem-9280	249	4	iii	iii	PROPN
fbem-9280	249	5	of	of	ADP
fbem-9280	249	6	figure	figure	NOUN
fbem-9280	249	7	2	2	NUM
fbem-9280	249	8	.	.	PUNCT
fbem-9280	250	1	the	the	DET
fbem-9280	250	2	3pr	3pr	ADJ
fbem-9280	250	3	is	be	AUX
fbem-9280	250	4	not	not	PART
fbem-9280	250	5	capital	capital	NOUN
fbem-9280	250	6	constrained	constrain	VERB
fbem-9280	250	7	anymore	anymore	ADV
fbem-9280	250	8	.	.	PUNCT
fbem-9280	251	1	this	this	DET
fbem-9280	251	2	problem	problem	NOUN
fbem-9280	251	3	degenerates	degenerate	NOUN
fbem-9280	251	4	to	to	ADP
fbem-9280	251	5	classical	classical	ADJ
fbem-9280	251	6	uncertain	uncertain	ADJ
fbem-9280	251	7	newsvendor	newsvendor	ADJ
fbem-9280	251	8	problem	problem	NOUN
fbem-9280	251	9	.	.	PUNCT
fbem-9280	252	1	5.2	5.2	NUM
fbem-9280	252	2	profit	profit	NOUN
fbem-9280	252	3	analysis	analysis	NOUN
fbem-9280	252	4	.	.	PUNCT
fbem-9280	253	1	figures	figure	NOUN
fbem-9280	253	2	3	3	NUM
fbem-9280	253	3	and	and	CCONJ
fbem-9280	253	4	4	4	NUM
fbem-9280	253	5	show	show	VERB
fbem-9280	253	6	the	the	DET
fbem-9280	253	7	3pr	3pr	NOUN
fbem-9280	253	8	’s	’s	NOUN
fbem-9280	253	9	and	and	CCONJ
fbem-9280	253	10	the	the	DET
fbem-9280	253	11	retail	retail	ADJ
fbem-9280	253	12	platform	platform	NOUN
fbem-9280	253	13	’s	’s	PART
fbem-9280	253	14	expected	expect	VERB
fbem-9280	253	15	profit	profit	NOUN
fbem-9280	253	16	with	with	ADP
fbem-9280	253	17	or	or	CCONJ
fbem-9280	253	18	without	without	ADP
fbem-9280	253	19	trade	trade	NOUN
fbem-9280	253	20	credit	credit	NOUN
fbem-9280	253	21	under	under	ADP
fbem-9280	253	22	different	different	ADJ
fbem-9280	253	23	initial	initial	ADJ
fbem-9280	253	24	budget	budget	NOUN
fbem-9280	253	25	,	,	PUNCT
fbem-9280	253	26	respectively	respectively	ADV
fbem-9280	253	27	.	.	PUNCT
fbem-9280	254	1	there	there	PRON
fbem-9280	254	2	are	be	VERB
fbem-9280	254	3	three	three	NUM
fbem-9280	254	4	regions	region	NOUN
fbem-9280	254	5	in	in	ADP
fbem-9280	254	6	figures	figure	NOUN
fbem-9280	254	7	3	3	NUM
fbem-9280	254	8	and	and	CCONJ
fbem-9280	254	9	4	4	NUM
fbem-9280	254	10	,	,	PUNCT
fbem-9280	254	11	the	the	DET
fbem-9280	254	12	regions	region	NOUN
fbem-9280	254	13	are	be	AUX
fbem-9280	254	14	divided	divide	VERB
fbem-9280	254	15	under	under	ADP
fbem-9280	254	16	the	the	DET
fbem-9280	254	17	same	same	ADJ
fbem-9280	254	18	principle	principle	NOUN
fbem-9280	254	19	in	in	ADP
fbem-9280	254	20	figure	figure	NOUN
fbem-9280	254	21	2	2	NUM
fbem-9280	254	22	.	.	PUNCT
fbem-9280	254	23	both	both	DET
fbem-9280	254	24	the	the	DET
fbem-9280	254	25	3pr	3pr	ADJ
fbem-9280	254	26	’s	’s	X
fbem-9280	254	27	and	and	CCONJ
fbem-9280	254	28	the	the	DET
fbem-9280	254	29	retail	retail	ADJ
fbem-9280	254	30	platform	platform	NOUN
fbem-9280	254	31	’s	’s	PART
fbem-9280	254	32	expected	expect	VERB
fbem-9280	254	33	profit	profit	NOUN
fbem-9280	254	34	with	with	ADP
fbem-9280	254	35	trade	trade	NOUN
fbem-9280	254	36	credit	credit	NOUN
fbem-9280	254	37	is	be	AUX
fbem-9280	254	38	greater	great	ADJ
fbem-9280	254	39	than	than	ADP
fbem-9280	254	40	that	that	PRON
fbem-9280	254	41	without	without	ADP
fbem-9280	254	42	trade	trade	NOUN
fbem-9280	254	43	credit	credit	NOUN
fbem-9280	254	44	.	.	PUNCT
fbem-9280	255	1	this	this	PRON
fbem-9280	255	2	is	be	AUX
fbem-9280	255	3	because	because	SCONJ
fbem-9280	255	4	,	,	PUNCT
fbem-9280	255	5	with	with	ADP
fbem-9280	255	6	the	the	DET
fbem-9280	255	7	help	help	NOUN
fbem-9280	255	8	of	of	ADP
fbem-9280	255	9	the	the	DET
fbem-9280	255	10	trade	trade	NOUN
fbem-9280	255	11	credit	credit	NOUN
fbem-9280	255	12	,	,	PUNCT
fbem-9280	255	13	the	the	DET
fbem-9280	255	14	3pr	3pr	ADJ
fbem-9280	255	15	will	will	AUX
fbem-9280	255	16	order	order	VERB
fbem-9280	255	17	more	more	ADJ
fbem-9280	255	18	units	unit	NOUN
fbem-9280	255	19	of	of	ADP
fbem-9280	255	20	goods	good	NOUN
fbem-9280	255	21	and	and	CCONJ
fbem-9280	255	22	the	the	DET
fbem-9280	255	23	retail	retail	ADJ
fbem-9280	255	24	platform	platform	NOUN
fbem-9280	255	25	will	will	AUX
fbem-9280	255	26	produce	produce	VERB
fbem-9280	255	27	more	more	ADJ
fbem-9280	255	28	units	unit	NOUN
fbem-9280	255	29	of	of	ADP
fbem-9280	255	30	goods	good	NOUN
fbem-9280	255	31	,	,	PUNCT
fbem-9280	255	32	both	both	CCONJ
fbem-9280	255	33	the	the	DET
fbem-9280	255	34	3pr	3pr	ADJ
fbem-9280	255	35	and	and	CCONJ
fbem-9280	255	36	the	the	DET
fbem-9280	255	37	retail	retail	ADJ
fbem-9280	255	38	platform	platform	NOUN
fbem-9280	255	39	generate	generate	VERB
fbem-9280	255	40	extra	extra	ADJ
fbem-9280	255	41	value	value	NOUN
fbem-9280	255	42	through	through	ADP
fbem-9280	255	43	trade	trade	NOUN
fbem-9280	255	44	credit	credit	NOUN
fbem-9280	255	45	.	.	PUNCT
fbem-9280	256	1	the	the	DET
fbem-9280	256	2	insight	insight	NOUN
fbem-9280	256	3	behind	behind	ADP
fbem-9280	256	4	is	be	AUX
fbem-9280	256	5	that	that	SCONJ
fbem-9280	256	6	trade	trade	NOUN
fbem-9280	256	7	credit	credit	NOUN
fbem-9280	256	8	is	be	AUX
fbem-9280	256	9	a	a	DET
fbem-9280	256	10	great	great	ADJ
fbem-9280	256	11	impetus	impetus	NOUN
fbem-9280	256	12	for	for	SCONJ
fbem-9280	256	13	supply	supply	NOUN
fbem-9280	256	14	chain	chain	NOUN
fbem-9280	256	15	enterprises	enterprise	NOUN
fbem-9280	256	16	to	to	PART
fbem-9280	256	17	increase	increase	VERB
fbem-9280	256	18	revenue	revenue	NOUN
fbem-9280	256	19	.	.	PUNCT
fbem-9280	257	1	what	what	PRON
fbem-9280	257	2	’s	’	VERB
fbem-9280	257	3	more	more	ADJ
fbem-9280	257	4	,	,	PUNCT
fbem-9280	257	5	we	we	PRON
fbem-9280	257	6	find	find	VERB
fbem-9280	257	7	that	that	SCONJ
fbem-9280	257	8	the	the	DET
fbem-9280	257	9	retail	retail	ADJ
fbem-9280	257	10	platform	platform	NOUN
fbem-9280	257	11	’s	’s	PART
fbem-9280	257	12	expected	expect	VERB
fbem-9280	257	13	profit	profit	NOUN
fbem-9280	257	14	with	with	ADP
fbem-9280	257	15	trade	trade	NOUN
fbem-9280	257	16	credit	credit	NOUN
fbem-9280	257	17	increases	increase	NOUN
fbem-9280	257	18	first	first	ADV
fbem-9280	257	19	and	and	CCONJ
fbem-9280	257	20	then	then	ADV
fbem-9280	257	21	decreases	decrease	VERB
fbem-9280	257	22	.	.	PUNCT
fbem-9280	258	1	this	this	PRON
fbem-9280	258	2	is	be	AUX
fbem-9280	258	3	because	because	SCONJ
fbem-9280	258	4	when	when	SCONJ
fbem-9280	258	5	the	the	DET
fbem-9280	258	6	3pr	3pr	NOUN
fbem-9280	258	7	has	have	VERB
fbem-9280	258	8	little	little	ADJ
fbem-9280	258	9	initial	initial	ADJ
fbem-9280	258	10	budget	budget	NOUN
fbem-9280	258	11	.	.	PUNCT
fbem-9280	259	1	the	the	DET
fbem-9280	259	2	3pr	3pr	ADJ
fbem-9280	259	3	’s	’s	ADV
fbem-9280	259	4	ordering	order	VERB
fbem-9280	259	5	quantity	quantity	NOUN
fbem-9280	259	6	is	be	AUX
fbem-9280	259	7	decided	decide	VERB
fbem-9280	259	8	by	by	ADP
fbem-9280	259	9	the	the	DET
fbem-9280	259	10	upper	upper	ADJ
fbem-9280	259	11	limit	limit	NOUN
fbem-9280	259	12	set	set	VERB
fbem-9280	259	13	by	by	ADP
fbem-9280	259	14	the	the	DET
fbem-9280	259	15	retail	retail	ADJ
fbem-9280	259	16	platform	platform	NOUN
fbem-9280	259	17	,	,	PUNCT
fbem-9280	259	18	which	which	PRON
fbem-9280	259	19	is	be	AUX
fbem-9280	259	20	derived	derive	VERB
fbem-9280	259	21	from	from	ADP
fbem-9280	259	22	the	the	DET
fbem-9280	259	23	view	view	NOUN
fbem-9280	259	24	of	of	ADP
fbem-9280	259	25	the	the	DET
fbem-9280	259	26	retail	retail	ADJ
fbem-9280	259	27	platform	platform	NOUN
fbem-9280	259	28	.	.	PUNCT
fbem-9280	260	1	at	at	ADP
fbem-9280	260	2	this	this	DET
fbem-9280	260	3	time	time	NOUN
fbem-9280	260	4	,	,	PUNCT
fbem-9280	260	5	retail	retail	ADJ
fbem-9280	260	6	platform	platform	NOUN
fbem-9280	260	7	’s	’s	PART
fbem-9280	260	8	expected	expect	VERB
fbem-9280	260	9	profit	profit	NOUN
fbem-9280	260	10	increases	increase	NOUN
fbem-9280	260	11	w.r.t	w.r.t	VERB
fbem-9280	260	12	.	.	PUNCT
fbem-9280	261	1	b.	b.	VERB
fbem-9280	261	2	when	when	SCONJ
fbem-9280	261	3	the	the	DET
fbem-9280	261	4	3pr	3pr	NOUN
fbem-9280	261	5	has	have	VERB
fbem-9280	261	6	more	more	ADJ
fbem-9280	261	7	initial	initial	ADJ
fbem-9280	261	8	capital	capital	NOUN
fbem-9280	261	9	so	so	SCONJ
fbem-9280	261	10	that	that	DET
fbem-9280	261	11	suppler	suppler	NOUN
fbem-9280	261	12	’s	’s	PART
fbem-9280	261	13	upper	upper	ADJ
fbem-9280	261	14	limit	limit	NOUN
fbem-9280	261	15	is	be	AUX
fbem-9280	261	16	not	not	PART
fbem-9280	261	17	working	work	VERB
fbem-9280	261	18	anymore	anymore	ADV
fbem-9280	261	19	,	,	PUNCT
fbem-9280	261	20	the	the	DET
fbem-9280	261	21	ordering	ordering	NOUN
fbem-9280	261	22	quantity	quantity	NOUN
fbem-9280	261	23	is	be	AUX
fbem-9280	261	24	derived	derive	VERB
fbem-9280	261	25	from	from	ADP
fbem-9280	261	26	the	the	DET
fbem-9280	261	27	view	view	NOUN
fbem-9280	261	28	of	of	ADP
fbem-9280	261	29	the	the	DET
fbem-9280	261	30	3pr	3pr	ADJ
fbem-9280	261	31	,	,	PUNCT
fbem-9280	261	32	not	not	PART
fbem-9280	261	33	the	the	DET
fbem-9280	261	34	retail	retail	ADJ
fbem-9280	261	35	platform	platform	NOUN
fbem-9280	261	36	.	.	PUNCT
fbem-9280	262	1	consequently	consequently	ADV
fbem-9280	262	2	,	,	PUNCT
fbem-9280	262	3	the	the	DET
fbem-9280	262	4	retail	retail	ADJ
fbem-9280	262	5	platform	platform	NOUN
fbem-9280	262	6	’s	’s	PART
fbem-9280	262	7	expected	expect	VERB
fbem-9280	262	8	profit	profit	NOUN
fbem-9280	262	9	decreases	decrease	NOUN
fbem-9280	262	10	at	at	ADP
fbem-9280	262	11	this	this	DET
fbem-9280	262	12	time	time	NOUN
fbem-9280	262	13	.	.	PUNCT
fbem-9280	263	1	the	the	DET
fbem-9280	263	2	3pr	3pr	ADJ
fbem-9280	263	3	’s	’s	PART
fbem-9280	263	4	expected	expect	VERB
fbem-9280	263	5	profit	profit	NOUN
fbem-9280	263	6	decreases	decrease	NOUN
fbem-9280	263	7	with	with	ADP
fbem-9280	263	8	initial	initial	ADJ
fbem-9280	263	9	capital	capital	NOUN
fbem-9280	263	10	in	in	ADP
fbem-9280	263	11	regions	region	NOUN
fbem-9280	263	12	i	i	PRON
fbem-9280	263	13	and	and	CCONJ
fbem-9280	263	14	ii	ii	PROPN
fbem-9280	263	15	.	.	PUNCT
fbem-9280	264	1	this	this	PRON
fbem-9280	264	2	is	be	AUX
fbem-9280	264	3	because	because	SCONJ
fbem-9280	264	4	the	the	DET
fbem-9280	264	5	3pr	3pr	ADJ
fbem-9280	264	6	’s	’s	PART
fbem-9280	264	7	expected	expect	VERB
fbem-9280	264	8	profit	profit	NOUN
fbem-9280	264	9	is	be	AUX
fbem-9280	264	10	a	a	DET
fbem-9280	264	11	decreasing	decrease	VERB
fbem-9280	264	12	function	function	NOUN
fbem-9280	264	13	w.r.t	w.r.t	VERB
fbem-9280	264	14	initial	initial	ADJ
fbem-9280	264	15	capital	capital	NOUN
fbem-9280	264	16	.	.	PUNCT
fbem-9280	265	1	5.3	5.3	NUM
fbem-9280	265	2	risk	risk	NOUN
fbem-9280	265	3	analysis	analysis	NOUN
fbem-9280	265	4	.	.	PUNCT
fbem-9280	266	1	figure	figure	NOUN
fbem-9280	266	2	5	5	NUM
fbem-9280	266	3	shows	show	VERB
fbem-9280	266	4	retail	retail	ADJ
fbem-9280	266	5	platform	platform	NOUN
fbem-9280	266	6	’s	’s	PART
fbem-9280	266	7	and	and	CCONJ
fbem-9280	266	8	3pr	3pr	ADJ
fbem-9280	266	9	’s	’s	PART
fbem-9280	266	10	different	different	ADJ
fbem-9280	266	11	expected	expect	VERB
fbem-9280	266	12	profit	profit	NOUN
fbem-9280	266	13	with	with	ADP
fbem-9280	266	14	different	different	ADJ
fbem-9280	266	15	demand	demand	NOUN
fbem-9280	266	16	volatility	volatility	NOUN
fbem-9280	266	17	.	.	PUNCT
fbem-9280	267	1	the	the	DET
fbem-9280	267	2	variance	variance	NOUN
fbem-9280	267	3	of	of	ADP
fbem-9280	267	4	demand	demand	NOUN
fbem-9280	267	5	measures	measure	VERB
fbem-9280	267	6	its	its	PRON
fbem-9280	267	7	volatility	volatility	NOUN
fbem-9280	267	8	which	which	PRON
fbem-9280	267	9	is	be	AUX
fbem-9280	267	10	directly	directly	ADV
fbem-9280	267	11	relevant	relevant	ADJ
fbem-9280	267	12	to	to	ADP
fbem-9280	267	13	experts	expert	NOUN
fbem-9280	267	14	’	'	PUNCT
fbem-9280	267	15	experimental	experimental	ADJ
fbem-9280	267	16	data	datum	NOUN
fbem-9280	267	17	.	.	PUNCT
fbem-9280	268	1	a	a	DET
fbem-9280	268	2	high	high	ADJ
fbem-9280	268	3	volatility	volatility	NOUN
fbem-9280	268	4	means	mean	VERB
fbem-9280	268	5	the	the	DET
fbem-9280	268	6	demand	demand	NOUN
fbem-9280	268	7	is	be	AUX
fbem-9280	268	8	of	of	ADP
fbem-9280	268	9	high	high	ADJ
fbem-9280	268	10	uncertainty	uncertainty	NOUN
fbem-9280	268	11	,	,	PUNCT
fbem-9280	268	12	and	and	CCONJ
fbem-9280	268	13	a	a	DET
fbem-9280	268	14	low	low	ADJ
fbem-9280	268	15	volatility	volatility	NOUN
fbem-9280	268	16	means	mean	VERB
fbem-9280	268	17	the	the	DET
fbem-9280	268	18	demand	demand	NOUN
fbem-9280	268	19	is	be	AUX
fbem-9280	268	20	of	of	ADP
fbem-9280	268	21	low	low	ADJ
fbem-9280	268	22	uncertainty	uncertainty	NOUN
fbem-9280	268	23	.	.	PUNCT
fbem-9280	269	1	note	note	VERB
fbem-9280	269	2	that	that	SCONJ
fbem-9280	269	3	,	,	PUNCT
fbem-9280	269	4	figure	figure	VERB
fbem-9280	269	5	5	5	NUM
fbem-9280	269	6	shows	show	VERB
fbem-9280	269	7	that	that	SCONJ
fbem-9280	269	8	the	the	DET
fbem-9280	269	9	3pr	3pr	ADJ
fbem-9280	269	10	’s	’s	PART
fbem-9280	269	11	expected	expect	VERB
fbem-9280	269	12	profit	profit	NOUN
fbem-9280	269	13	has	have	VERB
fbem-9280	269	14	positive	positive	ADJ
fbem-9280	269	15	correlation	correlation	NOUN
fbem-9280	269	16	w.r.t	w.r.t	NOUN
fbem-9280	269	17	.	.	PUNCT
fbem-9280	270	1	demand	demand	NOUN
fbem-9280	270	2	uncertainty	uncertainty	NOUN
fbem-9280	270	3	,	,	PUNCT
fbem-9280	270	4	while	while	SCONJ
fbem-9280	270	5	the	the	DET
fbem-9280	270	6	retail	retail	ADJ
fbem-9280	270	7	platform	platform	NOUN
fbem-9280	270	8	’s	’s	PART
fbem-9280	270	9	expected	expect	VERB
fbem-9280	270	10	profit	profit	NOUN
fbem-9280	270	11	is	be	AUX
fbem-9280	270	12	a	a	DET
fbem-9280	270	13	concave	concave	NOUN
fbem-9280	270	14	function	function	NOUN
fbem-9280	270	15	w.r.t	w.r.t	NOUN
fbem-9280	270	16	.	.	PUNCT
fbem-9280	271	1	demand	demand	NOUN
fbem-9280	271	2	uncertainty	uncertainty	NOUN
fbem-9280	271	3	.	.	PUNCT
fbem-9280	272	1	we	we	PRON
fbem-9280	272	2	should	should	AUX
fbem-9280	272	3	note	note	VERB
fbem-9280	272	4	that	that	SCONJ
fbem-9280	272	5	this	this	DET
fbem-9280	272	6	relationship	relationship	NOUN
fbem-9280	272	7	contrasts	contrast	VERB
fbem-9280	272	8	with	with	ADP
fbem-9280	272	9	classical	classical	ADJ
fbem-9280	272	10	newsvendor	newsvendor	NOUN
fbem-9280	272	11	problem	problem	NOUN
fbem-9280	272	12	by	by	ADP
fbem-9280	272	13	incorporating	incorporate	VERB
fbem-9280	272	14	trade	trade	NOUN
fbem-9280	272	15	credit	credit	NOUN
fbem-9280	272	16	.	.	PUNCT
fbem-9280	273	1	it	it	PRON
fbem-9280	273	2	is	be	AUX
fbem-9280	273	3	noticeable	noticeable	ADJ
fbem-9280	273	4	that	that	SCONJ
fbem-9280	273	5	the	the	DET
fbem-9280	273	6	3pr	3pr	ADJ
fbem-9280	273	7	’s	’s	PART
fbem-9280	273	8	expected	expect	VERB
fbem-9280	273	9	profit	profit	NOUN
fbem-9280	273	10	has	have	VERB
fbem-9280	273	11	a	a	DET
fbem-9280	273	12	positive	positive	ADJ
fbem-9280	273	13	correlation	correlation	NOUN
fbem-9280	273	14	with	with	ADP
fbem-9280	273	15	demand	demand	NOUN
fbem-9280	273	16	volatility	volatility	NOUN
fbem-9280	273	17	,	,	PUNCT
fbem-9280	273	18	but	but	CCONJ
fbem-9280	273	19	,	,	PUNCT
fbem-9280	273	20	this	this	DET
fbem-9280	273	21	conclusion	conclusion	NOUN
fbem-9280	273	22	is	be	AUX
fbem-9280	273	23	not	not	PART
fbem-9280	273	24	consistent	consistent	ADJ
fbem-9280	273	25	with	with	ADP
fbem-9280	273	26	the	the	DET
fbem-9280	273	27	classical	classical	ADJ
fbem-9280	273	28	newsvendor	newsvendor	ADJ
fbem-9280	273	29	problem	problem	NOUN
fbem-9280	273	30	without	without	ADP
fbem-9280	273	31	trade	trade	NOUN
fbem-9280	273	32	credit	credit	NOUN
fbem-9280	273	33	,	,	PUNCT
fbem-9280	273	34	in	in	ADP
fbem-9280	273	35	which	which	PRON
fbem-9280	273	36	,	,	PUNCT
fbem-9280	273	37	the	the	DET
fbem-9280	273	38	newsvendor	newsvendor	PROPN
fbem-9280	273	39	’s	’s	PART
fbem-9280	273	40	expected	expect	VERB
fbem-9280	273	41	profit	profit	NOUN
fbem-9280	273	42	is	be	AUX
fbem-9280	273	43	a	a	DET
fbem-9280	273	44	concave	concave	NOUN
fbem-9280	273	45	function	function	NOUN
fbem-9280	273	46	w.r.t	w.r.t	NOUN
fbem-9280	273	47	.	.	PUNCT
fbem-9280	274	1	demand	demand	NOUN
fbem-9280	274	2	3pr	3pr	ADJ
fbem-9280	274	3	.	.	PUNCT
fbem-9280	275	1	this	this	PRON
fbem-9280	275	2	is	be	AUX
fbem-9280	275	3	because	because	SCONJ
fbem-9280	275	4	the	the	DET
fbem-9280	275	5	higher	high	ADJ
fbem-9280	275	6	demand	demand	NOUN
fbem-9280	275	7	uncertainty	uncertainty	NOUN
fbem-9280	275	8	will	will	AUX
fbem-9280	275	9	lead	lead	VERB
fbem-9280	275	10	to	to	ADP
fbem-9280	275	11	an	an	DET
fbem-9280	275	12	increase	increase	NOUN
fbem-9280	275	13	in	in	ADP
fbem-9280	275	14	3pr	3pr	ADJ
fbem-9280	275	15	’s	’s	PART
fbem-9280	275	16	orders	order	NOUN
fbem-9280	275	17	in	in	ADP
fbem-9280	275	18	classical	classical	ADJ
fbem-9280	275	19	newsvendor	newsvendor	ADJ
fbem-9280	275	20	problem	problem	NOUN
fbem-9280	275	21	,	,	PUNCT
fbem-9280	275	22	and	and	CCONJ
fbem-9280	275	23	unsold	unsold	ADJ
fbem-9280	275	24	goods	good	NOUN
fbem-9280	275	25	will	will	AUX
fbem-9280	275	26	damage	damage	VERB
fbem-9280	275	27	3pr	3pr	ADJ
fbem-9280	275	28	’s	’s	PART
fbem-9280	275	29	business	business	NOUN
fbem-9280	275	30	.	.	PUNCT
fbem-9280	276	1	hence	hence	ADV
fbem-9280	276	2	the	the	DET
fbem-9280	276	3	3pr	3pr	ADJ
fbem-9280	276	4	’s	’s	PART
fbem-9280	276	5	expected	expect	VERB
fbem-9280	276	6	profit	profit	NOUN
fbem-9280	276	7	is	be	AUX
fbem-9280	276	8	a	a	DET
fbem-9280	276	9	concave	concave	NOUN
fbem-9280	276	10	function	function	NOUN
fbem-9280	276	11	w.r.t	w.r.t	NOUN
fbem-9280	276	12	.	.	PUNCT
fbem-9280	277	1	demand	demand	NOUN
fbem-9280	277	2	uncertainty	uncertainty	NOUN
fbem-9280	277	3	.	.	PUNCT
fbem-9280	278	1	figure	figure	NOUN
fbem-9280	278	2	3	3	NUM
fbem-9280	278	3	.	.	PUNCT
fbem-9280	279	1	3pr	3pr	ADJ
fbem-9280	279	2	’s	’s	PART
fbem-9280	279	3	expected	expect	VERB
fbem-9280	279	4	profit	profit	NOUN
fbem-9280	279	5	with	with	ADP
fbem-9280	279	6	or	or	CCONJ
fbem-9280	279	7	without	without	ADP
fbem-9280	279	8	trade	trade	NOUN
fbem-9280	279	9	credit	credit	NOUN
fbem-9280	279	10	figure	figure	NOUN
fbem-9280	279	11	4	4	NUM
fbem-9280	279	12	.	.	PUNCT
fbem-9280	280	1	retail	retail	ADJ
fbem-9280	280	2	platform	platform	NOUN
fbem-9280	280	3	’s	’s	PART
fbem-9280	280	4	expected	expect	VERB
fbem-9280	280	5	profit	profit	NOUN
fbem-9280	280	6	with	with	ADP
fbem-9280	280	7	or	or	CCONJ
fbem-9280	280	8	without	without	ADP
fbem-9280	280	9	trade	trade	NOUN
fbem-9280	280	10	credit	credit	NOUN
fbem-9280	280	11	195	195	NUM
fbem-9280	280	12	figure	figure	NOUN
fbem-9280	280	13	5	5	NUM
fbem-9280	280	14	.	.	PUNCT
fbem-9280	280	15	retail	retail	ADJ
fbem-9280	280	16	platform	platform	NOUN
fbem-9280	280	17	’s	’s	PART
fbem-9280	280	18	and	and	CCONJ
fbem-9280	280	19	3pr	3pr	ADJ
fbem-9280	280	20	’s	’s	PART
fbem-9280	280	21	expected	expect	VERB
fbem-9280	280	22	profits	profit	NOUN
fbem-9280	280	23	with	with	ADP
fbem-9280	280	24	different	different	ADJ
fbem-9280	280	25	demand	demand	NOUN
fbem-9280	280	26	volatility	volatility	NOUN
fbem-9280	280	27	in	in	ADP
fbem-9280	280	28	this	this	DET
fbem-9280	280	29	paper	paper	NOUN
fbem-9280	280	30	,	,	PUNCT
fbem-9280	280	31	the	the	DET
fbem-9280	280	32	3pr	3pr	ADJ
fbem-9280	280	33	receives	receive	VERB
fbem-9280	280	34	trade	trade	NOUN
fbem-9280	280	35	credit	credit	NOUN
fbem-9280	280	36	from	from	ADP
fbem-9280	280	37	the	the	DET
fbem-9280	280	38	retail	retail	ADJ
fbem-9280	280	39	platform	platform	NOUN
fbem-9280	280	40	,	,	PUNCT
fbem-9280	280	41	and	and	CCONJ
fbem-9280	280	42	the	the	DET
fbem-9280	280	43	extra	extra	ADJ
fbem-9280	280	44	demand	demand	NOUN
fbem-9280	280	45	uncertainty	uncertainty	NOUN
fbem-9280	280	46	is	be	AUX
fbem-9280	280	47	shifted	shift	VERB
fbem-9280	280	48	to	to	ADP
fbem-9280	280	49	the	the	DET
fbem-9280	280	50	retail	retail	ADJ
fbem-9280	280	51	platform	platform	NOUN
fbem-9280	280	52	through	through	ADP
fbem-9280	280	53	trade	trade	NOUN
fbem-9280	280	54	credit	credit	NOUN
fbem-9280	280	55	.	.	PUNCT
fbem-9280	281	1	therefore	therefore	ADV
fbem-9280	281	2	,	,	PUNCT
fbem-9280	281	3	the	the	DET
fbem-9280	281	4	3pr	3pr	ADJ
fbem-9280	281	5	’s	’s	PART
fbem-9280	281	6	expected	expect	VERB
fbem-9280	281	7	profit	profit	NOUN
fbem-9280	281	8	has	have	VERB
fbem-9280	281	9	a	a	DET
fbem-9280	281	10	positive	positive	ADJ
fbem-9280	281	11	correlation	correlation	NOUN
fbem-9280	281	12	with	with	ADP
fbem-9280	281	13	volatility	volatility	NOUN
fbem-9280	281	14	.	.	PUNCT
fbem-9280	282	1	figure	figure	NOUN
fbem-9280	282	2	5	5	NUM
fbem-9280	282	3	show	show	NOUN
fbem-9280	282	4	’s	’	VERB
fbem-9280	282	5	that	that	SCONJ
fbem-9280	282	6	the	the	DET
fbem-9280	282	7	retail	retail	ADJ
fbem-9280	282	8	platform	platform	NOUN
fbem-9280	282	9	’s	’s	PART
fbem-9280	282	10	expected	expect	VERB
fbem-9280	282	11	payoff	payoff	NOUN
fbem-9280	282	12	is	be	AUX
fbem-9280	282	13	a	a	DET
fbem-9280	282	14	concave	concave	NOUN
fbem-9280	282	15	function	function	NOUN
fbem-9280	282	16	w.r.t	w.r.t	NOUN
fbem-9280	282	17	.	.	PUNCT
fbem-9280	283	1	demand	demand	NOUN
fbem-9280	283	2	uncertainty	uncertainty	NOUN
fbem-9280	283	3	,	,	PUNCT
fbem-9280	283	4	while	while	SCONJ
fbem-9280	283	5	the	the	DET
fbem-9280	283	6	retail	retail	ADJ
fbem-9280	283	7	platform	platform	NOUN
fbem-9280	283	8	’s	’s	PART
fbem-9280	283	9	expected	expect	VERB
fbem-9280	283	10	payoff	payoff	NOUN
fbem-9280	283	11	has	have	VERB
fbem-9280	283	12	a	a	DET
fbem-9280	283	13	positive	positive	ADJ
fbem-9280	283	14	correlation	correlation	NOUN
fbem-9280	283	15	with	with	ADP
fbem-9280	283	16	demand	demand	NOUN
fbem-9280	283	17	volatility	volatility	NOUN
fbem-9280	283	18	in	in	ADP
fbem-9280	283	19	classical	classical	ADJ
fbem-9280	283	20	newsvendor	newsvendor	ADJ
fbem-9280	283	21	problem	problem	NOUN
fbem-9280	283	22	.	.	PUNCT
fbem-9280	284	1	in	in	ADP
fbem-9280	284	2	classical	classical	ADJ
fbem-9280	284	3	newsvendor	newsvendor	ADJ
fbem-9280	284	4	problem	problem	NOUN
fbem-9280	284	5	,	,	PUNCT
fbem-9280	284	6	the	the	DET
fbem-9280	284	7	higher	high	ADJ
fbem-9280	284	8	demand	demand	NOUN
fbem-9280	284	9	uncertainty	uncertainty	NOUN
fbem-9280	284	10	will	will	AUX
fbem-9280	284	11	lead	lead	VERB
fbem-9280	284	12	o	o	NOUN
fbem-9280	284	13	an	an	DET
fbem-9280	284	14	increase	increase	NOUN
fbem-9280	284	15	in	in	ADP
fbem-9280	284	16	3pr	3pr	ADJ
fbem-9280	284	17	’s	’s	PART
fbem-9280	284	18	orders	order	NOUN
fbem-9280	284	19	,	,	PUNCT
fbem-9280	284	20	and	and	CCONJ
fbem-9280	284	21	the	the	DET
fbem-9280	284	22	retail	retail	ADJ
fbem-9280	284	23	platform	platform	NOUN
fbem-9280	284	24	benefit	benefit	NOUN
fbem-9280	284	25	from	from	ADP
fbem-9280	284	26	the	the	DET
fbem-9280	284	27	increase	increase	NOUN
fbem-9280	284	28	in	in	ADP
fbem-9280	284	29	3pr	3pr	ADJ
fbem-9280	284	30	’s	’s	PART
fbem-9280	284	31	orders	order	NOUN
fbem-9280	284	32	,	,	PUNCT
fbem-9280	284	33	therefore	therefore	ADV
fbem-9280	284	34	,	,	PUNCT
fbem-9280	284	35	the	the	DET
fbem-9280	284	36	retail	retail	ADJ
fbem-9280	284	37	platform	platform	NOUN
fbem-9280	284	38	’s	’s	PART
fbem-9280	284	39	expected	expect	VERB
fbem-9280	284	40	profit	profit	NOUN
fbem-9280	284	41	has	have	VERB
fbem-9280	284	42	a	a	DET
fbem-9280	284	43	positive	positive	ADJ
fbem-9280	284	44	correlation	correlation	NOUN
fbem-9280	284	45	with	with	ADP
fbem-9280	284	46	demand	demand	NOUN
fbem-9280	284	47	uncertainty	uncertainty	NOUN
fbem-9280	284	48	.	.	PUNCT
fbem-9280	285	1	in	in	ADP
fbem-9280	285	2	this	this	DET
fbem-9280	285	3	paper	paper	NOUN
fbem-9280	285	4	,	,	PUNCT
fbem-9280	285	5	the	the	DET
fbem-9280	285	6	retail	retail	ADJ
fbem-9280	285	7	platform	platform	NOUN
fbem-9280	285	8	provides	provide	VERB
fbem-9280	285	9	trade	trade	NOUN
fbem-9280	285	10	credit	credit	NOUN
fbem-9280	285	11	to	to	ADP
fbem-9280	285	12	the	the	DET
fbem-9280	285	13	3pr	3pr	NOUN
fbem-9280	285	14	.	.	PUNCT
fbem-9280	286	1	the	the	DET
fbem-9280	286	2	trade	trade	NOUN
fbem-9280	286	3	credit	credit	NOUN
fbem-9280	286	4	on	on	ADP
fbem-9280	286	5	the	the	DET
fbem-9280	286	6	one	one	NUM
fbem-9280	286	7	hand	hand	NOUN
fbem-9280	286	8	stimulates	stimulate	VERB
fbem-9280	286	9	the	the	DET
fbem-9280	286	10	3pr	3pr	ADJ
fbem-9280	286	11	’s	’s	NOUN
fbem-9280	286	12	ordering	ordering	NOUN
fbem-9280	286	13	quantity	quantity	NOUN
fbem-9280	286	14	,	,	PUNCT
fbem-9280	286	15	on	on	ADP
fbem-9280	286	16	the	the	DET
fbem-9280	286	17	other	other	ADJ
fbem-9280	286	18	hand	hand	NOUN
fbem-9280	286	19	shares	share	NOUN
fbem-9280	286	20	part	part	NOUN
fbem-9280	286	21	of	of	ADP
fbem-9280	286	22	3pr	3pr	ADJ
fbem-9280	286	23	’s	’s	PART
fbem-9280	286	24	demand	demand	NOUN
fbem-9280	286	25	uncertainty	uncertainty	NOUN
fbem-9280	286	26	.	.	PUNCT
fbem-9280	287	1	note	note	VERB
fbem-9280	287	2	that	that	SCONJ
fbem-9280	287	3	,	,	PUNCT
fbem-9280	287	4	the	the	DET
fbem-9280	287	5	3pr	3pr	NOUN
fbem-9280	287	6	has	have	AUX
fbem-9280	287	7	limited	limit	VERB
fbem-9280	287	8	initial	initial	ADJ
fbem-9280	287	9	budget	budget	NOUN
fbem-9280	287	10	which	which	PRON
fbem-9280	287	11	means	mean	VERB
fbem-9280	287	12	the	the	DET
fbem-9280	287	13	3pr	3pr	ADJ
fbem-9280	287	14	bears	bear	NOUN
fbem-9280	287	15	only	only	ADV
fbem-9280	287	16	limited	limited	ADJ
fbem-9280	287	17	demand	demand	NOUN
fbem-9280	287	18	uncertainty	uncertainty	NOUN
fbem-9280	287	19	,	,	PUNCT
fbem-9280	287	20	and	and	CCONJ
fbem-9280	287	21	the	the	DET
fbem-9280	287	22	extra	extra	ADJ
fbem-9280	287	23	demand	demand	NOUN
fbem-9280	287	24	uncertainty	uncertainty	NOUN
fbem-9280	287	25	is	be	AUX
fbem-9280	287	26	shifted	shift	VERB
fbem-9280	287	27	to	to	ADP
fbem-9280	287	28	the	the	DET
fbem-9280	287	29	retail	retail	ADJ
fbem-9280	287	30	platform	platform	NOUN
fbem-9280	287	31	through	through	ADP
fbem-9280	287	32	trade	trade	NOUN
fbem-9280	287	33	credit	credit	NOUN
fbem-9280	287	34	.	.	PUNCT
fbem-9280	288	1	as	as	SCONJ
fbem-9280	288	2	we	we	PRON
fbem-9280	288	3	have	have	AUX
fbem-9280	288	4	mentioned	mention	VERB
fbem-9280	288	5	in	in	ADP
fbem-9280	288	6	the	the	DET
fbem-9280	288	7	previous	previous	ADJ
fbem-9280	288	8	paragraph	paragraph	NOUN
fbem-9280	288	9	,	,	PUNCT
fbem-9280	288	10	the	the	DET
fbem-9280	288	11	unsold	unsold	ADJ
fbem-9280	288	12	goods	good	NOUN
fbem-9280	288	13	will	will	AUX
fbem-9280	288	14	damage	damage	VERB
fbem-9280	288	15	3pr	3pr	ADJ
fbem-9280	288	16	’s	’s	PART
fbem-9280	288	17	business	business	NOUN
fbem-9280	288	18	,	,	PUNCT
fbem-9280	288	19	and	and	CCONJ
fbem-9280	288	20	when	when	SCONJ
fbem-9280	288	21	the	the	DET
fbem-9280	288	22	loss	loss	NOUN
fbem-9280	288	23	is	be	AUX
fbem-9280	288	24	beyond	beyond	ADP
fbem-9280	288	25	3pr	3pr	ADJ
fbem-9280	288	26	’s	’s	PART
fbem-9280	288	27	initial	initial	ADJ
fbem-9280	288	28	budget	budget	NOUN
fbem-9280	288	29	,	,	PUNCT
fbem-9280	288	30	the	the	DET
fbem-9280	288	31	extra	extra	ADJ
fbem-9280	288	32	loss	loss	NOUN
fbem-9280	288	33	is	be	AUX
fbem-9280	288	34	billed	bill	VERB
fbem-9280	288	35	by	by	ADP
fbem-9280	288	36	the	the	DET
fbem-9280	288	37	retail	retail	ADJ
fbem-9280	288	38	platform	platform	NOUN
fbem-9280	288	39	,	,	PUNCT
fbem-9280	288	40	and	and	CCONJ
fbem-9280	288	41	this	this	PRON
fbem-9280	288	42	explains	explain	VERB
fbem-9280	288	43	why	why	SCONJ
fbem-9280	288	44	the	the	DET
fbem-9280	288	45	retail	retail	ADJ
fbem-9280	288	46	platform	platform	NOUN
fbem-9280	288	47	’s	’s	PART
fbem-9280	288	48	expected	expect	VERB
fbem-9280	288	49	profit	profit	NOUN
fbem-9280	288	50	is	be	AUX
fbem-9280	288	51	a	a	DET
fbem-9280	288	52	concave	concave	NOUN
fbem-9280	288	53	function	function	NOUN
fbem-9280	288	54	w.r.t	w.r.t	NOUN
fbem-9280	288	55	.	.	PUNCT
fbem-9280	289	1	demand	demand	NOUN
fbem-9280	289	2	uncertainty	uncertainty	NOUN
fbem-9280	289	3	.	.	PUNCT
fbem-9280	290	1	6	6	X
fbem-9280	290	2	.	.	X
fbem-9280	290	3	conclusion	conclusion	NOUN
fbem-9280	290	4	this	this	DET
fbem-9280	290	5	paper	paper	NOUN
fbem-9280	290	6	studies	study	NOUN
fbem-9280	290	7	the	the	DET
fbem-9280	290	8	optimal	optimal	ADJ
fbem-9280	290	9	operational	operational	ADJ
fbem-9280	290	10	decision	decision	NOUN
fbem-9280	290	11	of	of	ADP
fbem-9280	290	12	a	a	DET
fbem-9280	290	13	capitalconstrained	capitalconstrained	ADJ
fbem-9280	290	14	third	third	ADJ
fbem-9280	290	15	-	-	PUNCT
fbem-9280	290	16	party	party	NOUN
fbem-9280	290	17	retailer	retailer	NOUN
fbem-9280	290	18	(	(	PUNCT
fbem-9280	290	19	3pr	3pr	ADJ
fbem-9280	290	20	)	)	PUNCT
fbem-9280	290	21	,	,	PUNCT
fbem-9280	290	22	who	who	PRON
fbem-9280	290	23	gets	get	VERB
fbem-9280	290	24	trade	trade	NOUN
fbem-9280	290	25	credit	credit	NOUN
fbem-9280	290	26	from	from	ADP
fbem-9280	290	27	the	the	DET
fbem-9280	290	28	retail	retail	ADJ
fbem-9280	290	29	platform	platform	NOUN
fbem-9280	290	30	.	.	PUNCT
fbem-9280	291	1	we	we	PRON
fbem-9280	291	2	abstract	abstract	VERB
fbem-9280	291	3	this	this	DET
fbem-9280	291	4	problem	problem	NOUN
fbem-9280	291	5	as	as	ADP
fbem-9280	291	6	a	a	DET
fbem-9280	291	7	newsvendor	newsvendor	ADJ
fbem-9280	291	8	model	model	NOUN
fbem-9280	291	9	.	.	PUNCT
fbem-9280	292	1	in	in	ADP
fbem-9280	292	2	this	this	DET
fbem-9280	292	3	model	model	NOUN
fbem-9280	292	4	,	,	PUNCT
fbem-9280	292	5	the	the	DET
fbem-9280	292	6	3pr	3pr	ADJ
fbem-9280	292	7	is	be	AUX
fbem-9280	292	8	a	a	DET
fbem-9280	292	9	start	start	VERB
fbem-9280	292	10	-	-	PUNCT
fbem-9280	292	11	up	up	ADP
fbem-9280	292	12	enterprise	enterprise	NOUN
fbem-9280	292	13	or	or	CCONJ
fbem-9280	292	14	individual	individual	NOUN
fbem-9280	292	15	so	so	SCONJ
fbem-9280	292	16	that	that	SCONJ
fbem-9280	292	17	only	only	ADV
fbem-9280	292	18	a	a	DET
fbem-9280	292	19	little	little	ADJ
fbem-9280	292	20	historical	historical	ADJ
fbem-9280	292	21	data	datum	NOUN
fbem-9280	292	22	is	be	AUX
fbem-9280	292	23	available	available	ADJ
fbem-9280	292	24	.	.	PUNCT
fbem-9280	293	1	therefore	therefore	ADV
fbem-9280	293	2	,	,	PUNCT
fbem-9280	293	3	probability	probability	NOUN
fbem-9280	293	4	-	-	PUNCT
fbem-9280	293	5	based	base	VERB
fbem-9280	293	6	methods	method	NOUN
fbem-9280	293	7	are	be	AUX
fbem-9280	293	8	not	not	PART
fbem-9280	293	9	valid	valid	ADJ
fbem-9280	293	10	for	for	ADP
fbem-9280	293	11	this	this	DET
fbem-9280	293	12	problem	problem	NOUN
fbem-9280	293	13	.	.	PUNCT
fbem-9280	294	1	we	we	PRON
fbem-9280	294	2	use	use	VERB
fbem-9280	294	3	expert	expert	NOUN
fbem-9280	294	4	’s	’s	PART
fbem-9280	294	5	experimental	experimental	ADJ
fbem-9280	294	6	data	data	NOUN
fbem-9280	294	7	-	-	PUNCT
fbem-9280	294	8	based	base	VERB
fbem-9280	294	9	method	method	NOUN
fbem-9280	294	10	which	which	PRON
fbem-9280	294	11	is	be	AUX
fbem-9280	294	12	proposed	propose	VERB
fbem-9280	294	13	by	by	ADP
fbem-9280	294	14	liu	liu	PROPN
fbem-9280	295	1	[	[	X
fbem-9280	295	2	16	16	NUM
fbem-9280	295	3	]	]	PUNCT
fbem-9280	295	4	to	to	PART
fbem-9280	295	5	obtain	obtain	VERB
fbem-9280	295	6	the	the	DET
fbem-9280	295	7	uncertainty	uncertainty	NOUN
fbem-9280	295	8	distribution	distribution	NOUN
fbem-9280	295	9	of	of	ADP
fbem-9280	295	10	3pr	3pr	ADJ
fbem-9280	295	11	’s	’s	PART
fbem-9280	295	12	uncertain	uncertain	ADJ
fbem-9280	295	13	demand	demand	NOUN
fbem-9280	295	14	.	.	PUNCT
fbem-9280	296	1	this	this	PRON
fbem-9280	296	2	is	be	AUX
fbem-9280	296	3	the	the	DET
fbem-9280	296	4	first	first	ADJ
fbem-9280	296	5	paper	paper	NOUN
fbem-9280	296	6	that	that	PRON
fbem-9280	296	7	investigates	investigate	VERB
fbem-9280	296	8	how	how	SCONJ
fbem-9280	296	9	to	to	PART
fbem-9280	296	10	obtain	obtain	VERB
fbem-9280	296	11	the	the	DET
fbem-9280	296	12	uncertainty	uncertainty	NOUN
fbem-9280	296	13	distribution	distribution	NOUN
fbem-9280	296	14	in	in	ADP
fbem-9280	296	15	uncertain	uncertain	ADJ
fbem-9280	296	16	newsvendor	newsvendor	ADJ
fbem-9280	296	17	problem	problem	NOUN
fbem-9280	296	18	.	.	PUNCT
fbem-9280	297	1	we	we	PRON
fbem-9280	297	2	use	use	VERB
fbem-9280	297	3	convex	convex	NOUN
fbem-9280	297	4	optimization	optimization	NOUN
fbem-9280	297	5	method	method	NOUN
fbem-9280	297	6	to	to	PART
fbem-9280	297	7	obtain	obtain	VERB
fbem-9280	297	8	the	the	DET
fbem-9280	297	9	3pr	3pr	ADJ
fbem-9280	297	10	’s	’s	PART
fbem-9280	297	11	optimal	optimal	ADJ
fbem-9280	297	12	lotsizing	lotsize	VERB
fbem-9280	297	13	decision	decision	NOUN
fbem-9280	297	14	and	and	CCONJ
fbem-9280	297	15	the	the	DET
fbem-9280	297	16	retail	retail	ADJ
fbem-9280	297	17	platform	platform	NOUN
fbem-9280	297	18	’s	’s	PART
fbem-9280	297	19	optimal	optimal	ADJ
fbem-9280	297	20	trade	trade	NOUN
fbem-9280	297	21	credit	credit	NOUN
fbem-9280	297	22	amount	amount	NOUN
fbem-9280	297	23	,	,	PUNCT
fbem-9280	297	24	and	and	CCONJ
fbem-9280	297	25	closedform	closedform	NOUN
fbem-9280	297	26	solutions	solution	NOUN
fbem-9280	297	27	are	be	AUX
fbem-9280	297	28	derived	derive	VERB
fbem-9280	297	29	.	.	PUNCT
fbem-9280	298	1	we	we	PRON
fbem-9280	298	2	have	have	AUX
fbem-9280	298	3	concluded	conclude	VERB
fbem-9280	298	4	that	that	SCONJ
fbem-9280	298	5	a	a	X
fbem-9280	298	6	)	)	PUNCT
fbem-9280	298	7	the	the	DET
fbem-9280	298	8	method	method	NOUN
fbem-9280	298	9	that	that	PRON
fbem-9280	298	10	we	we	PRON
fbem-9280	298	11	use	use	VERB
fbem-9280	298	12	in	in	ADP
fbem-9280	298	13	this	this	DET
fbem-9280	298	14	paper	paper	NOUN
fbem-9280	298	15	is	be	AUX
fbem-9280	298	16	applicable	applicable	ADJ
fbem-9280	298	17	when	when	SCONJ
fbem-9280	298	18	estimating	estimate	VERB
fbem-9280	298	19	3pr	3pr	ADJ
fbem-9280	298	20	’s	’s	PART
fbem-9280	298	21	uncertainty	uncertainty	NOUN
fbem-9280	298	22	distribution	distribution	NOUN
fbem-9280	298	23	.	.	PUNCT
fbem-9280	299	1	b	b	X
fbem-9280	299	2	)	)	PUNCT
fbem-9280	299	3	when	when	SCONJ
fbem-9280	299	4	the	the	DET
fbem-9280	299	5	3pr	3pr	NOUN
fbem-9280	299	6	has	have	VERB
fbem-9280	299	7	a	a	DET
fbem-9280	299	8	slight	slight	ADJ
fbem-9280	299	9	initial	initial	ADJ
fbem-9280	299	10	capital	capital	NOUN
fbem-9280	299	11	,	,	PUNCT
fbem-9280	299	12	the	the	DET
fbem-9280	299	13	3pr	3pr	NOUN
fbem-9280	299	14	has	have	VERB
fbem-9280	299	15	an	an	DET
fbem-9280	299	16	incentive	incentive	NOUN
fbem-9280	299	17	to	to	PART
fbem-9280	299	18	place	place	VERB
fbem-9280	299	19	a	a	DET
fbem-9280	299	20	huge	huge	ADJ
fbem-9280	299	21	order	order	NOUN
fbem-9280	299	22	,	,	PUNCT
fbem-9280	299	23	because	because	SCONJ
fbem-9280	299	24	the	the	DET
fbem-9280	299	25	trade	trade	NOUN
fbem-9280	299	26	credit	credit	NOUN
fbem-9280	299	27	is	be	AUX
fbem-9280	299	28	a	a	DET
fbem-9280	299	29	non	non	ADJ
fbem-9280	299	30	-	-	ADJ
fbem-9280	299	31	recourse	recourse	ADJ
fbem-9280	299	32	loan	loan	NOUN
fbem-9280	299	33	,	,	PUNCT
fbem-9280	299	34	and	and	CCONJ
fbem-9280	299	35	in	in	ADP
fbem-9280	299	36	extreme	extreme	ADJ
fbem-9280	299	37	cases	case	NOUN
fbem-9280	299	38	,	,	PUNCT
fbem-9280	299	39	the	the	DET
fbem-9280	299	40	3pr	3pr	ADJ
fbem-9280	299	41	may	may	AUX
fbem-9280	299	42	claim	claim	VERB
fbem-9280	299	43	that	that	SCONJ
fbem-9280	299	44	it	it	PRON
fbem-9280	299	45	has	have	VERB
fbem-9280	299	46	no	no	DET
fbem-9280	299	47	initial	initial	ADJ
fbem-9280	299	48	capital	capital	NOUN
fbem-9280	299	49	.	.	PUNCT
fbem-9280	300	1	however	however	ADV
fbem-9280	300	2	,	,	PUNCT
fbem-9280	300	3	the	the	DET
fbem-9280	300	4	retail	retail	ADJ
fbem-9280	300	5	platform	platform	NOUN
fbem-9280	300	6	will	will	AUX
fbem-9280	300	7	not	not	PART
fbem-9280	300	8	provide	provide	VERB
fbem-9280	300	9	as	as	ADV
fbem-9280	300	10	much	much	ADJ
fbem-9280	300	11	trade	trade	NOUN
fbem-9280	300	12	credit	credit	NOUN
fbem-9280	300	13	as	as	ADP
fbem-9280	300	14	the	the	DET
fbem-9280	300	15	3pr	3pr	ADJ
fbem-9280	300	16	applies	applie	NOUN
fbem-9280	300	17	,	,	PUNCT
fbem-9280	300	18	and	and	CCONJ
fbem-9280	300	19	the	the	DET
fbem-9280	300	20	retail	retail	ADJ
fbem-9280	300	21	platform	platform	NOUN
fbem-9280	300	22	will	will	AUX
fbem-9280	300	23	offer	offer	VERB
fbem-9280	300	24	reasonable	reasonable	ADJ
fbem-9280	300	25	amount	amount	NOUN
fbem-9280	300	26	of	of	ADP
fbem-9280	300	27	trade	trade	NOUN
fbem-9280	300	28	credit	credit	NOUN
fbem-9280	300	29	based	base	VERB
fbem-9280	300	30	on	on	ADP
fbem-9280	300	31	the	the	DET
fbem-9280	300	32	demand	demand	NOUN
fbem-9280	300	33	information	information	NOUN
fbem-9280	300	34	at	at	ADP
fbem-9280	300	35	this	this	DET
fbem-9280	300	36	time	time	NOUN
fbem-9280	300	37	.	.	PUNCT
fbem-9280	301	1	c	c	X
fbem-9280	301	2	)	)	PUNCT
fbem-9280	301	3	with	with	ADP
fbem-9280	301	4	retail	retail	ADJ
fbem-9280	301	5	platform	platform	NOUN
fbem-9280	301	6	’s	’s	PART
fbem-9280	301	7	intervention	intervention	NOUN
fbem-9280	301	8	,	,	PUNCT
fbem-9280	301	9	when	when	SCONJ
fbem-9280	301	10	the	the	DET
fbem-9280	301	11	3pr	3pr	NOUN
fbem-9280	301	12	has	have	VERB
fbem-9280	301	13	slight	slight	ADJ
fbem-9280	301	14	initial	initial	ADJ
fbem-9280	301	15	capital	capital	NOUN
fbem-9280	301	16	,	,	PUNCT
fbem-9280	301	17	the	the	DET
fbem-9280	301	18	3pr	3pr	NOUN
fbem-9280	301	19	may	may	AUX
fbem-9280	301	20	overstate	overstate	VERB
fbem-9280	301	21	its	its	PRON
fbem-9280	301	22	initial	initial	ADJ
fbem-9280	301	23	capital	capital	NOUN
fbem-9280	301	24	and	and	CCONJ
fbem-9280	301	25	ask	ask	VERB
fbem-9280	301	26	for	for	ADP
fbem-9280	301	27	a	a	DET
fbem-9280	301	28	larger	large	ADJ
fbem-9280	301	29	amount	amount	NOUN
fbem-9280	301	30	of	of	ADP
fbem-9280	301	31	loan	loan	NOUN
fbem-9280	301	32	.	.	PUNCT
fbem-9280	302	1	at	at	ADP
fbem-9280	302	2	this	this	DET
fbem-9280	302	3	time	time	NOUN
fbem-9280	302	4	,	,	PUNCT
fbem-9280	302	5	the	the	DET
fbem-9280	302	6	retail	retail	ADJ
fbem-9280	302	7	platform	platform	NOUN
fbem-9280	302	8	will	will	AUX
fbem-9280	302	9	estimate	estimate	VERB
fbem-9280	302	10	the	the	DET
fbem-9280	302	11	3pr	3pr	ADJ
fbem-9280	302	12	’s	’s	PART
fbem-9280	302	13	initial	initial	ADJ
fbem-9280	302	14	budget	budget	NOUN
fbem-9280	302	15	information	information	NOUN
fbem-9280	302	16	through	through	ADP
fbem-9280	302	17	experts	expert	NOUN
fbem-9280	302	18	’	'	PUNCT
fbem-9280	302	19	experimental	experimental	ADJ
fbem-9280	302	20	data	datum	NOUN
fbem-9280	302	21	and	and	CCONJ
fbem-9280	302	22	offer	offer	VERB
fbem-9280	302	23	reasonable	reasonable	ADJ
fbem-9280	302	24	amount	amount	NOUN
fbem-9280	302	25	of	of	ADP
fbem-9280	302	26	trade	trade	NOUN
fbem-9280	302	27	credit	credit	NOUN
fbem-9280	302	28	based	base	VERB
fbem-9280	302	29	on	on	ADP
fbem-9280	302	30	the	the	DET
fbem-9280	302	31	initial	initial	ADJ
fbem-9280	302	32	budget	budget	NOUN
fbem-9280	302	33	information	information	NOUN
fbem-9280	302	34	.	.	PUNCT
fbem-9280	303	1	we	we	PRON
fbem-9280	303	2	also	also	ADV
fbem-9280	303	3	reveal	reveal	VERB
fbem-9280	303	4	that	that	SCONJ
fbem-9280	303	5	under	under	ADP
fbem-9280	303	6	certain	certain	ADJ
fbem-9280	303	7	conditions	condition	NOUN
fbem-9280	303	8	,	,	PUNCT
fbem-9280	303	9	the	the	DET
fbem-9280	303	10	3pr	3pr	NOUN
fbem-9280	303	11	will	will	AUX
fbem-9280	303	12	share	share	VERB
fbem-9280	303	13	the	the	DET
fbem-9280	303	14	information	information	NOUN
fbem-9280	303	15	.	.	PUNCT
fbem-9280	304	1	acknowledgment	acknowledgment	NOUN
fbem-9280	304	2	this	this	DET
fbem-9280	304	3	work	work	NOUN
fbem-9280	304	4	is	be	AUX
fbem-9280	304	5	in	in	ADP
fbem-9280	304	6	collaboration	collaboration	NOUN
fbem-9280	304	7	with	with	ADP
fbem-9280	304	8	dr	dr	PROPN
fbem-9280	304	9	.	.	PROPN
fbem-9280	304	10	gao	gao	PROPN
fbem-9280	304	11	jinwu	jinwu	PROPN
fbem-9280	304	12	from	from	ADP
fbem-9280	304	13	ocean	ocean	PROPN
fbem-9280	304	14	university	university	PROPN
fbem-9280	304	15	of	of	ADP
fbem-9280	304	16	china	china	PROPN
fbem-9280	304	17	.	.	PUNCT
fbem-9280	305	1	the	the	DET
fbem-9280	305	2	authors	author	NOUN
fbem-9280	305	3	would	would	AUX
fbem-9280	305	4	like	like	VERB
fbem-9280	305	5	to	to	PART
fbem-9280	305	6	thank	thank	VERB
fbem-9280	305	7	editors	editor	NOUN
fbem-9280	305	8	and	and	CCONJ
fbem-9280	305	9	anonymous	anonymous	ADJ
fbem-9280	305	10	re	re	NOUN
fbem-9280	305	11	-	-	NOUN
fbem-9280	305	12	vieers	vieer	NOUN
fbem-9280	305	13	for	for	ADP
fbem-9280	305	14	their	their	PRON
fbem-9280	305	15	constructive	constructive	ADJ
fbem-9280	305	16	comments	comment	NOUN
fbem-9280	305	17	,	,	PUNCT
fbem-9280	305	18	which	which	PRON
fbem-9280	305	19	help	help	VERB
fbem-9280	305	20	improve	improve	VERB
fbem-9280	305	21	the	the	DET
fbem-9280	305	22	paper	paper	NOUN
fbem-9280	305	23	significantly	significantly	ADV
fbem-9280	305	24	.	.	PUNCT
fbem-9280	306	1	references	reference	NOUN
fbem-9280	306	2	[	[	X
fbem-9280	306	3	1	1	X
fbem-9280	306	4	]	]	PUNCT
fbem-9280	306	5	j.	j.	PROPN
fbem-9280	306	6	arrow	arrow	PROPN
fbem-9280	306	7	,	,	PUNCT
fbem-9280	306	8	t.	t.	PROPN
fbem-9280	306	9	harris	harris	PROPN
fbem-9280	306	10	,	,	PUNCT
fbem-9280	306	11	j.	j.	PROPN
fbem-9280	306	12	marschak	marschak	PROPN
fbem-9280	306	13	,	,	PUNCT
fbem-9280	306	14	optimal	optimal	ADJ
fbem-9280	306	15	inventory	inventory	NOUN
fbem-9280	306	16	policy	policy	NOUN
fbem-9280	306	17	,	,	PUNCT
fbem-9280	306	18	econometrica	econometrica	PROPN
fbem-9280	306	19	,	,	PUNCT
fbem-9280	306	20	19(1951	19(1951	NUM
fbem-9280	306	21	)	)	PUNCT
fbem-9280	306	22	,	,	PUNCT
fbem-9280	306	23	250	250	NUM
fbem-9280	306	24	-	-	SYM
fbem-9280	306	25	272	272	NUM
fbem-9280	306	26	.	.	PUNCT
fbem-9280	307	1	[	[	X
fbem-9280	307	2	2	2	X
fbem-9280	307	3	]	]	X
fbem-9280	307	4	y.	y.	NOUN
fbem-9280	307	5	avyv	avyv	NOUN
fbem-9280	307	6	,	,	PUNCT
fbem-9280	307	7	gaining	gain	VERB
fbem-9280	307	8	benefits	benefit	NOUN
fbem-9280	307	9	from	from	ADP
fbem-9280	307	10	joint	joint	ADJ
fbem-9280	307	11	forecasting	forecasting	NOUN
fbem-9280	307	12	and	and	CCONJ
fbem-9280	307	13	replenishment	replenishment	NOUN
fbem-9280	307	14	processes	process	NOUN
fbem-9280	307	15	:	:	PUNCT
fbem-9280	307	16	the	the	DET
fbem-9280	307	17	case	case	NOUN
fbem-9280	307	18	of	of	ADP
fbem-9280	307	19	auto	auto	NOUN
fbem-9280	307	20	-	-	PUNCT
fbem-9280	307	21	correlated	correlate	VERB
fbem-9280	307	22	demand	demand	NOUN
fbem-9280	307	23	,	,	PUNCT
fbem-9280	307	24	m&som	m&som	NOUN
fbem-9280	307	25	-	-	PUNCT
fbem-9280	307	26	manu	manu	NOUN
fbem-9280	307	27	.	.	PUNCT
fbem-9280	308	1	serv	serv	PROPN
fbem-9280	308	2	.	.	PUNCT
fbem-9280	309	1	op	op	NOUN
fbem-9280	309	2	.	.	PUNCT
fbem-9280	309	3	,	,	PUNCT
fbem-9280	309	4	4(2002	4(2002	NOUN
fbem-9280	309	5	)	)	PUNCT
fbem-9280	309	6	,	,	PUNCT
fbem-9280	309	7	55	55	NUM
fbem-9280	309	8	-	-	SYM
fbem-9280	309	9	74	74	NUM
fbem-9280	309	10	.	.	PUNCT
fbem-9280	310	1	[	[	X
fbem-9280	310	2	3	3	X
fbem-9280	310	3	]	]	X
fbem-9280	310	4	y.	y.	NOUN
fbem-9280	310	5	avyv	avyv	PROPN
fbem-9280	310	6	,	,	PUNCT
fbem-9280	310	7	a	a	DET
fbem-9280	310	8	time	time	NOUN
fbem-9280	310	9	-	-	PUNCT
fbem-9280	310	10	series	series	NOUN
fbem-9280	310	11	framework	framework	NOUN
fbem-9280	310	12	for	for	ADP
fbem-9280	310	13	supply	supply	NOUN
fbem-9280	310	14	-	-	PUNCT
fbem-9280	310	15	chain	chain	NOUN
fbem-9280	310	16	inventory	inventory	NOUN
fbem-9280	310	17	management	management	NOUN
fbem-9280	310	18	,	,	PUNCT
fbem-9280	310	19	m&som	m&som	NOUN
fbem-9280	310	20	-	-	PUNCT
fbem-9280	310	21	manu	manu	NOUN
fbem-9280	310	22	.	.	PUNCT
fbem-9280	311	1	serv	serv	PROPN
fbem-9280	311	2	.	.	PUNCT
fbem-9280	312	1	op	op	NOUN
fbem-9280	312	2	.	.	PUNCT
fbem-9280	312	3	,	,	PUNCT
fbem-9280	312	4	51(2003	51(2003	NUM
fbem-9280	312	5	)	)	PUNCT
fbem-9280	312	6	,	,	PUNCT
fbem-9280	312	7	175	175	NUM
fbem-9280	312	8	-	-	SYM
fbem-9280	312	9	343	343	NUM
fbem-9280	312	10	.	.	PUNCT
fbem-9280	313	1	[	[	X
fbem-9280	313	2	4	4	X
fbem-9280	313	3	]	]	PUNCT
fbem-9280	313	4	t.	t.	PROPN
fbem-9280	313	5	beck	beck	PROPN
fbem-9280	313	6	,	,	PUNCT
fbem-9280	313	7	financing	financing	NOUN
fbem-9280	313	8	patterns	pattern	NOUN
fbem-9280	313	9	around	around	ADP
fbem-9280	313	10	the	the	DET
fbem-9280	313	11	world	world	NOUN
fbem-9280	313	12	:	:	PUNCT
fbem-9280	313	13	are	be	AUX
fbem-9280	313	14	small	small	ADJ
fbem-9280	313	15	firms	firm	NOUN
fbem-9280	313	16	different	different	ADJ
fbem-9280	313	17	?	?	PUNCT
fbem-9280	313	18	,	,	PUNCT
fbem-9280	313	19	journal	journal	NOUN
fbem-9280	313	20	of	of	ADP
fbem-9280	313	21	financial	financial	ADJ
fbem-9280	313	22	economics	economic	NOUN
fbem-9280	313	23	,	,	PUNCT
fbem-9280	313	24	89(2008	89(2008	NUM
fbem-9280	313	25	)	)	PUNCT
fbem-9280	313	26	,	,	PUNCT
fbem-9280	313	27	467	467	NUM
fbem-9280	313	28	-	-	SYM
fbem-9280	313	29	487	487	NUM
fbem-9280	313	30	.	.	PUNCT
fbem-9280	314	1	[	[	X
fbem-9280	314	2	5	5	X
fbem-9280	314	3	]	]	PUNCT
fbem-9280	314	4	j.	j.	PROPN
fbem-9280	314	5	bing	bing	PROPN
fbem-9280	314	6	,	,	PUNCT
fbem-9280	314	7	x.	x.	PROPN
fbem-9280	314	8	chen	chen	PROPN
fbem-9280	314	9	and	and	CCONJ
fbem-9280	314	10	g.	g.	PROPN
fbem-9280	314	11	cai	cai	PROPN
fbem-9280	314	12	,	,	PUNCT
fbem-9280	314	13	equilibrium	equilibrium	NOUN
fbem-9280	314	14	financing	financing	NOUN
fbem-9280	314	15	in	in	ADP
fbem-9280	314	16	a	a	DET
fbem-9280	314	17	distribution	distribution	NOUN
fbem-9280	314	18	channel	channel	NOUN
fbem-9280	314	19	with	with	ADP
fbem-9280	314	20	capital	capital	NOUN
fbem-9280	314	21	constraint	constraint	NOUN
fbem-9280	314	22	,	,	PUNCT
fbem-9280	314	23	prod	prod	NOUN
fbem-9280	314	24	.	.	PUNCT
fbem-9280	315	1	oper	oper	PROPN
fbem-9280	315	2	.	.	PROPN
fbem-9280	315	3	manag	manag	PROPN
fbem-9280	315	4	.	.	PROPN
fbem-9280	315	5	,	,	PUNCT
fbem-9280	315	6	21(2012	21(2012	NUM
fbem-9280	315	7	)	)	PUNCT
fbem-9280	315	8	,	,	PUNCT
fbem-9280	315	9	1090	1090	NUM
fbem-9280	315	10	-	-	SYM
fbem-9280	315	11	1101	1101	NUM
fbem-9280	315	12	.	.	PUNCT
fbem-9280	316	1	[	[	X
fbem-9280	316	2	6	6	NUM
fbem-9280	316	3	]	]	PUNCT
fbem-9280	316	4	j.	j.	PROPN
fbem-9280	316	5	buzacott	buzacott	PROPN
fbem-9280	316	6	,	,	PUNCT
fbem-9280	316	7	r.	r.	PROPN
fbem-9280	316	8	zhang	zhang	PROPN
fbem-9280	316	9	,	,	PUNCT
fbem-9280	316	10	inventory	inventory	NOUN
fbem-9280	316	11	management	management	NOUN
fbem-9280	316	12	with	with	ADP
fbem-9280	316	13	asset	asset	NOUN
fbem-9280	316	14	-	-	PUNCT
fbem-9280	316	15	based	base	VERB
fbem-9280	316	16	financing	financing	NOUN
fbem-9280	316	17	,	,	PUNCT
fbem-9280	316	18	manage	manage	VERB
fbem-9280	316	19	.	.	PUNCT
fbem-9280	317	1	sci	sci	PROPN
fbem-9280	317	2	.	.	PROPN
fbem-9280	317	3	,	,	PUNCT
fbem-9280	317	4	50(2004	50(2004	PROPN
fbem-9280	317	5	)	)	PUNCT
fbem-9280	317	6	,	,	PUNCT
fbem-9280	317	7	1274	1274	NUM
fbem-9280	317	8	-	-	SYM
fbem-9280	317	9	1292	1292	NUM
fbem-9280	317	10	.	.	PUNCT
fbem-9280	318	1	[	[	X
fbem-9280	318	2	7	7	X
fbem-9280	318	3	]	]	PUNCT
fbem-9280	318	4	s.	s.	PROPN
fbem-9280	318	5	cao	cao	PROPN
fbem-9280	318	6	,	,	PUNCT
fbem-9280	318	7	x.	x.	PROPN
fbem-9280	318	8	yang	yang	PROPN
fbem-9280	318	9	,	,	PUNCT
fbem-9280	318	10	c.	c.	PROPN
fbem-9280	318	11	chen	chen	PROPN
fbem-9280	318	12	,	,	PUNCT
fbem-9280	318	13	j.	j.	PROPN
fbem-9280	318	14	zhou	zhou	PROPN
fbem-9280	318	15	and	and	CCONJ
fbem-9280	318	16	y.	y.	PROPN
fbem-9280	318	17	qi	qi	PROPN
fbem-9280	318	18	,	,	PUNCT
fbem-9280	318	19	titant	titant	NOUN
fbem-9280	318	20	:	:	PUNCT
fbem-9280	318	21	online	online	ADJ
fbem-9280	318	22	real	real	ADJ
fbem-9280	318	23	-	-	PUNCT
fbem-9280	318	24	time	time	NOUN
fbem-9280	318	25	transaction	transaction	NOUN
fbem-9280	318	26	fraud	fraud	NOUN
fbem-9280	318	27	detection	detection	NOUN
fbem-9280	318	28	in	in	ADP
fbem-9280	318	29	ant	ant	ADJ
fbem-9280	318	30	financial	financial	ADJ
fbem-9280	318	31	,	,	PUNCT
fbem-9280	318	32	2019	2019	NUM
fbem-9280	318	33	.	.	PUNCT
fbem-9280	319	1	[	[	X
fbem-9280	319	2	8	8	NUM
fbem-9280	319	3	]	]	X
fbem-9280	319	4	e.	e.	PROPN
fbem-9280	319	5	carrizosa	carrizosa	PROPN
fbem-9280	319	6	,	,	PUNCT
fbem-9280	319	7	a.	a.	NOUN
fbem-9280	319	8	olivares	olivares	PROPN
fbem-9280	319	9	-	-	PUNCT
fbem-9280	319	10	nadal	nadal	ADJ
fbem-9280	319	11	and	and	CCONJ
fbem-9280	319	12	p.	p.	PROPN
fbem-9280	319	13	ramrez	ramrez	PROPN
fbem-9280	319	14	-	-	PUNCT
fbem-9280	319	15	cobo	cobo	PROPN
fbem-9280	319	16	,	,	PUNCT
fbem-9280	319	17	robust	robust	ADJ
fbem-9280	319	18	newsvendor	newsvendor	ADJ
fbem-9280	319	19	problem	problem	NOUN
fbem-9280	319	20	with	with	ADP
fbem-9280	319	21	autoregressive	autoregressive	ADJ
fbem-9280	319	22	demand	demand	NOUN
fbem-9280	319	23	,	,	PUNCT
fbem-9280	319	24	comput	comput	NOUN
fbem-9280	319	25	.	.	PUNCT
fbem-9280	320	1	oper	oper	PROPN
fbem-9280	320	2	.	.	PUNCT
fbem-9280	320	3	res	res	PROPN
fbem-9280	320	4	.	.	PROPN
fbem-9280	320	5	,	,	PUNCT
fbem-9280	320	6	68(2016	68(2016	NUM
fbem-9280	320	7	)	)	PUNCT
fbem-9280	320	8	,	,	PUNCT
fbem-9280	320	9	123–133	123–133	NUM
fbem-9280	320	10	.	.	PUNCT
fbem-9280	321	1	[	[	X
fbem-9280	321	2	9	9	NUM
fbem-9280	321	3	]	]	PUNCT
fbem-9280	321	4	x.	x.	NOUN
fbem-9280	321	5	chen	chen	PROPN
fbem-9280	321	6	,	,	PUNCT
fbem-9280	321	7	a.	a.	PROPN
fbem-9280	321	8	wang	wang	PROPN
fbem-9280	321	9	,	,	PUNCT
fbem-9280	321	10	trade	trade	NOUN
fbem-9280	321	11	credit	credit	NOUN
fbem-9280	321	12	contract	contract	NOUN
fbem-9280	321	13	with	with	ADP
fbem-9280	321	14	limited	limited	ADJ
fbem-9280	321	15	liability	liability	NOUN
fbem-9280	321	16	in	in	ADP
fbem-9280	321	17	the	the	DET
fbem-9280	321	18	supply	supply	NOUN
fbem-9280	321	19	chain	chain	NOUN
fbem-9280	321	20	with	with	ADP
fbem-9280	321	21	budget	budget	NOUN
fbem-9280	321	22	constraints	constraint	NOUN
fbem-9280	321	23	,	,	PUNCT
fbem-9280	322	1	ann	ann	PROPN
fbem-9280	322	2	.	.	PUNCT
fbem-9280	322	3	oper	oper	PROPN
fbem-9280	322	4	.	.	PUNCT
fbem-9280	322	5	res	res	PROPN
fbem-9280	322	6	.	.	PROPN
fbem-9280	322	7	,	,	PUNCT
fbem-9280	322	8	196(2012	196(2012	NUM
fbem-9280	322	9	)	)	PUNCT
fbem-9280	322	10	,	,	PUNCT
fbem-9280	322	11	153–165	153–165	NUM
fbem-9280	322	12	.	.	PUNCT
fbem-9280	323	1	[	[	X
fbem-9280	323	2	10	10	NUM
fbem-9280	323	3	]	]	X
fbem-9280	323	4	s.	s.	PROPN
fbem-9280	323	5	ding	ding	PROPN
fbem-9280	323	6	,	,	PUNCT
fbem-9280	323	7	uncertain	uncertain	ADJ
fbem-9280	323	8	multi	multi	ADJ
fbem-9280	323	9	-	-	ADJ
fbem-9280	323	10	product	product	ADJ
fbem-9280	323	11	newsboy	newsboy	NOUN
fbem-9280	323	12	problem	problem	NOUN
fbem-9280	323	13	with	with	ADP
fbem-9280	323	14	chance	chance	NOUN
fbem-9280	323	15	constraint	constraint	NOUN
fbem-9280	323	16	,	,	PUNCT
fbem-9280	323	17	appl	appl	PROPN
fbem-9280	323	18	.	.	PROPN
fbem-9280	323	19	math	math	PROPN
fbem-9280	323	20	.	.	PUNCT
fbem-9280	324	1	comput	comput	NOUN
fbem-9280	324	2	.	.	PUNCT
fbem-9280	324	3	,	,	PUNCT
fbem-9280	324	4	223(2013	223(2013	NUM
fbem-9280	324	5	)	)	PUNCT
fbem-9280	324	6	,	,	PUNCT
fbem-9280	324	7	139–146	139–146	NUM
fbem-9280	324	8	.	.	PUNCT
fbem-9280	325	1	[	[	X
fbem-9280	325	2	11	11	NUM
fbem-9280	325	3	]	]	X
fbem-9280	325	4	l.	l.	PROPN
fbem-9280	325	5	dong	dong	PROPN
fbem-9280	325	6	,	,	PUNCT
fbem-9280	325	7	h.	h.	PROPN
fbem-9280	325	8	lee	lee	PROPN
fbem-9280	325	9	,	,	PUNCT
fbem-9280	325	10	optimal	optimal	ADJ
fbem-9280	325	11	policies	policy	NOUN
fbem-9280	325	12	and	and	CCONJ
fbem-9280	325	13	approximations	approximation	NOUN
fbem-9280	325	14	for	for	ADP
fbem-9280	325	15	a	a	DET
fbem-9280	325	16	serial	serial	ADJ
fbem-9280	325	17	multiechelon	multiechelon	NOUN
fbem-9280	325	18	inventory	inventory	NOUN
fbem-9280	325	19	system	system	NOUN
fbem-9280	325	20	with	with	ADP
fbem-9280	325	21	time	time	NOUN
fbem-9280	325	22	-	-	PUNCT
fbem-9280	325	23	correlated	correlate	VERB
fbem-9280	325	24	demand	demand	NOUN
fbem-9280	325	25	,	,	PUNCT
fbem-9280	325	26	oper	oper	PROPN
fbem-9280	325	27	.	.	PUNCT
fbem-9280	325	28	res	res	PROPN
fbem-9280	325	29	.	.	PROPN
fbem-9280	325	30	,	,	PUNCT
fbem-9280	325	31	51(2003	51(2003	NUM
fbem-9280	325	32	)	)	PUNCT
fbem-9280	325	33	,	,	PUNCT
fbem-9280	325	34	969–980	969–980	NUM
fbem-9280	325	35	.	.	PUNCT
fbem-9280	326	1	[	[	X
fbem-9280	326	2	12	12	NUM
fbem-9280	326	3	]	]	X
fbem-9280	326	4	s.	s.	PROPN
fbem-9280	326	5	graves	graves	PROPN
fbem-9280	326	6	,	,	PUNCT
fbem-9280	326	7	a	a	DET
fbem-9280	326	8	single	single	ADJ
fbem-9280	326	9	-	-	PUNCT
fbem-9280	326	10	item	item	NOUN
fbem-9280	326	11	inventory	inventory	NOUN
fbem-9280	326	12	model	model	NOUN
fbem-9280	326	13	for	for	ADP
fbem-9280	326	14	a	a	DET
fbem-9280	326	15	nonstationary	nonstationary	ADJ
fbem-9280	326	16	demand	demand	NOUN
fbem-9280	326	17	process	process	NOUN
fbem-9280	326	18	,	,	PUNCT
fbem-9280	326	19	m&sommanu	m&sommanu	PROPN
fbem-9280	326	20	.	.	PUNCT
fbem-9280	327	1	serv	serv	PROPN
fbem-9280	327	2	.	.	PUNCT
fbem-9280	328	1	op	op	NOUN
fbem-9280	328	2	.	.	PUNCT
fbem-9280	328	3	,	,	PUNCT
fbem-9280	328	4	1(1999	1(1999	NUM
fbem-9280	328	5	)	)	PUNCT
fbem-9280	328	6	,	,	PUNCT
fbem-9280	328	7	50	50	NUM
fbem-9280	328	8	-	-	SYM
fbem-9280	328	9	61	61	NUM
fbem-9280	328	10	.	.	PUNCT
fbem-9280	329	1	[	[	X
fbem-9280	329	2	13	13	NUM
fbem-9280	329	3	]	]	X
fbem-9280	329	4	d.	d.	PROPN
fbem-9280	329	5	gupta	gupta	PROPN
fbem-9280	329	6	,	,	PUNCT
fbem-9280	329	7	l.	l.	PROPN
fbem-9280	329	8	wang	wang	PROPN
fbem-9280	329	9	,	,	PUNCT
fbem-9280	329	10	a	a	DET
fbem-9280	329	11	stochastic	stochastic	ADJ
fbem-9280	329	12	inventory	inventory	NOUN
fbem-9280	329	13	model	model	NOUN
fbem-9280	329	14	with	with	ADP
fbem-9280	329	15	trade	trade	NOUN
fbem-9280	329	16	credit	credit	NOUN
fbem-9280	329	17	,	,	PUNCT
fbem-9280	329	18	m&som	m&som	NOUN
fbem-9280	329	19	-	-	PUNCT
fbem-9280	329	20	manu	manu	NOUN
fbem-9280	329	21	.	.	PUNCT
fbem-9280	330	1	serv	serv	PROPN
fbem-9280	330	2	.	.	PUNCT
fbem-9280	331	1	op	op	NOUN
fbem-9280	331	2	.	.	PUNCT
fbem-9280	331	3	,	,	PUNCT
fbem-9280	331	4	11(2009	11(2009	NUM
fbem-9280	331	5	)	)	PUNCT
fbem-9280	331	6	,	,	PUNCT
fbem-9280	331	7	4	4	NUM
fbem-9280	331	8	-	-	SYM
fbem-9280	331	9	18	18	NUM
fbem-9280	331	10	.	.	PUNCT
fbem-9280	332	1	[	[	X
fbem-9280	332	2	14	14	NUM
fbem-9280	332	3	]	]	X
fbem-9280	332	4	p.	p.	NOUN
fbem-9280	332	5	kouvelis	kouvelis	PROPN
fbem-9280	332	6	,	,	PUNCT
fbem-9280	332	7	w.	w.	PROPN
fbem-9280	332	8	zhao	zhao	PROPN
fbem-9280	332	9	,	,	PUNCT
fbem-9280	332	10	financing	finance	VERB
fbem-9280	332	11	the	the	DET
fbem-9280	332	12	newsvendor	newsvendor	NOUN
fbem-9280	332	13	:	:	PUNCT
fbem-9280	332	14	supplier	supplier	NOUN
fbem-9280	332	15	vs.	vs.	ADP
fbem-9280	332	16	bank	bank	NOUN
fbem-9280	332	17	,	,	PUNCT
fbem-9280	332	18	and	and	CCONJ
fbem-9280	332	19	the	the	DET
fbem-9280	332	20	structure	structure	NOUN
fbem-9280	332	21	of	of	ADP
fbem-9280	332	22	optimal	optimal	ADJ
fbem-9280	332	23	trade	trade	NOUN
fbem-9280	332	24	credit	credit	NOUN
fbem-9280	332	25	contracts	contract	NOUN
fbem-9280	332	26	,	,	PUNCT
fbem-9280	332	27	oper	oper	NOUN
fbem-9280	332	28	.	.	PUNCT
fbem-9280	332	29	res	res	PROPN
fbem-9280	332	30	.	.	PROPN
fbem-9280	332	31	,	,	PUNCT
fbem-9280	332	32	60(2012	60(2012	NUM
fbem-9280	332	33	)	)	PUNCT
fbem-9280	332	34	,	,	PUNCT
fbem-9280	332	35	566	566	NUM
fbem-9280	332	36	-	-	SYM
fbem-9280	332	37	580	580	NUM
fbem-9280	332	38	.	.	PUNCT
fbem-9280	333	1	[	[	X
fbem-9280	333	2	15	15	NUM
fbem-9280	333	3	]	]	X
fbem-9280	333	4	b.	b.	PROPN
fbem-9280	333	5	liu	liu	PROPN
fbem-9280	333	6	,	,	PUNCT
fbem-9280	333	7	uncertainty	uncertainty	NOUN
fbem-9280	333	8	theory	theory	NOUN
fbem-9280	333	9	,	,	PUNCT
fbem-9280	333	10	springer	springer	NOUN
fbem-9280	333	11	-	-	PUNCT
fbem-9280	333	12	verleg	verleg	NOUN
fbem-9280	333	13	,	,	PUNCT
fbem-9280	333	14	2007	2007	NUM
fbem-9280	334	1	[	[	X
fbem-9280	334	2	16	16	NUM
fbem-9280	334	3	]	]	PUNCT
fbem-9280	334	4	b.	b.	PROPN
fbem-9280	334	5	liu	liu	PROPN
fbem-9280	334	6	,	,	PUNCT
fbem-9280	334	7	uncertainty	uncertainty	NOUN
fbem-9280	334	8	theory	theory	VERB
fbem-9280	334	9	a	a	DET
fbem-9280	334	10	branch	branch	NOUN
fbem-9280	334	11	of	of	ADP
fbem-9280	334	12	mathematics	mathematic	NOUN
fbem-9280	334	13	for	for	ADP
fbem-9280	334	14	modeling	model	VERB
fbem-9280	334	15	human	human	ADJ
fbem-9280	334	16	uncertainty	uncertainty	NOUN
fbem-9280	334	17	,	,	PUNCT
fbem-9280	334	18	springer	springer	NOUN
fbem-9280	334	19	-	-	PUNCT
fbem-9280	334	20	verleg	verleg	NOUN
fbem-9280	334	21	,	,	PUNCT
fbem-9280	334	22	2010	2010	NUM
fbem-9280	334	23	.	.	PUNCT
fbem-9280	335	1	[	[	X
fbem-9280	335	2	17	17	NUM
fbem-9280	335	3	]	]	X
fbem-9280	335	4	b.	b.	PROPN
fbem-9280	335	5	liu	liu	PROPN
fbem-9280	335	6	,	,	PUNCT
fbem-9280	335	7	why	why	SCONJ
fbem-9280	335	8	is	be	AUX
fbem-9280	335	9	there	there	PRON
fbem-9280	335	10	a	a	DET
fbem-9280	335	11	need	need	NOUN
fbem-9280	335	12	for	for	ADP
fbem-9280	335	13	uncertainty	uncertainty	NOUN
fbem-9280	335	14	theory	theory	NOUN
fbem-9280	335	15	,	,	PUNCT
fbem-9280	335	16	journal	journal	NOUN
fbem-9280	335	17	of	of	ADP
fbem-9280	335	18	uncertain	uncertain	ADJ
fbem-9280	335	19	systems	system	NOUN
fbem-9280	335	20	,	,	PUNCT
fbem-9280	335	21	6(2012	6(2012	NUM
fbem-9280	335	22	)	)	PUNCT
fbem-9280	335	23	,	,	PUNCT
fbem-9280	335	24	3	3	NUM
fbem-9280	335	25	-	-	SYM
fbem-9280	335	26	10	10	NUM
fbem-9280	335	27	.	.	PUNCT
fbem-9280	336	1	196	196	NUM
fbem-9280	337	1	[	[	X
fbem-9280	337	2	18	18	NUM
fbem-9280	337	3	]	]	PUNCT
fbem-9280	337	4	z.	z.	PROPN
fbem-9280	337	5	qin	qin	PROPN
fbem-9280	337	6	,	,	PUNCT
fbem-9280	337	7	s.	s.	PROPN
fbem-9280	337	8	kar	kar	PROPN
fbem-9280	337	9	,	,	PUNCT
fbem-9280	337	10	single	single	ADJ
fbem-9280	337	11	-	-	PUNCT
fbem-9280	337	12	period	period	NOUN
fbem-9280	337	13	inventory	inventory	NOUN
fbem-9280	337	14	problem	problem	NOUN
fbem-9280	337	15	under	under	ADP
fbem-9280	337	16	uncertain	uncertain	ADJ
fbem-9280	337	17	environment	environment	NOUN
fbem-9280	337	18	,	,	PUNCT
fbem-9280	337	19	appl	appl	PROPN
fbem-9280	337	20	.	.	PROPN
fbem-9280	337	21	math	math	PROPN
fbem-9280	337	22	.	.	PUNCT
fbem-9280	338	1	comput	comput	NOUN
fbem-9280	338	2	.	.	PUNCT
fbem-9280	338	3	,	,	PUNCT
fbem-9280	338	4	219(2013	219(2013	NUM
fbem-9280	338	5	)	)	PUNCT
fbem-9280	338	6	,	,	PUNCT
fbem-9280	338	7	9630–9638	9630–9638	NUM
fbem-9280	338	8	.	.	PUNCT
fbem-9280	339	1	[	[	X
fbem-9280	339	2	19	19	NUM
fbem-9280	339	3	]	]	X
fbem-9280	339	4	d.	d.	PROPN
fbem-9280	339	5	wang	wang	PROPN
fbem-9280	339	6	,	,	PUNCT
fbem-9280	339	7	z.	z.	PROPN
fbem-9280	339	8	qin	qin	PROPN
fbem-9280	339	9	,	,	PUNCT
fbem-9280	339	10	s.	s.	PROPN
fbem-9280	339	11	kar	kar	PROPN
fbem-9280	339	12	,	,	PUNCT
fbem-9280	339	13	a	a	DET
fbem-9280	339	14	novel	novel	ADJ
fbem-9280	339	15	single	single	ADJ
fbem-9280	339	16	-	-	PUNCT
fbem-9280	339	17	period	period	NOUN
fbem-9280	339	18	inventory	inventory	NOUN
fbem-9280	339	19	problem	problem	NOUN
fbem-9280	339	20	with	with	ADP
fbem-9280	339	21	uncertain	uncertain	ADJ
fbem-9280	339	22	random	random	ADJ
fbem-9280	339	23	demand	demand	NOUN
fbem-9280	339	24	and	and	CCONJ
fbem-9280	339	25	its	its	PRON
fbem-9280	339	26	application	application	NOUN
fbem-9280	339	27	,	,	PUNCT
fbem-9280	339	28	appl	appl	PROPN
fbem-9280	339	29	.	.	PROPN
fbem-9280	339	30	math	math	PROPN
fbem-9280	339	31	.	.	PUNCT
fbem-9280	340	1	comput	comput	NOUN
fbem-9280	340	2	.	.	PUNCT
fbem-9280	340	3	,	,	PUNCT
fbem-9280	340	4	269(2015	269(2015	NUM
fbem-9280	340	5	)	)	PUNCT
fbem-9280	340	6	,	,	PUNCT
fbem-9280	340	7	133	133	NUM
fbem-9280	340	8	-	-	SYM
fbem-9280	340	9	145	145	NUM
fbem-9280	340	10	.	.	PUNCT
fbem-9280	341	1	[	[	X
fbem-9280	341	2	20	20	NUM
fbem-9280	341	3	]	]	X
fbem-9280	341	4	d.	d.	PROPN
fbem-9280	341	5	wu	wu	PROPN
fbem-9280	341	6	,	,	PUNCT
fbem-9280	341	7	b.	b.	PROPN
fbem-9280	341	8	zhang	zhang	PROPN
fbem-9280	341	9	,	,	PUNCT
fbem-9280	341	10	o.	o.	NOUN
fbem-9280	341	11	baron	baron	NOUN
fbem-9280	341	12	,	,	PUNCT
fbem-9280	341	13	a	a	DET
fbem-9280	341	14	trade	trade	NOUN
fbem-9280	341	15	credit	credit	NOUN
fbem-9280	341	16	model	model	NOUN
fbem-9280	341	17	with	with	ADP
fbem-9280	341	18	asymmetric	asymmetric	ADJ
fbem-9280	341	19	competing	compete	VERB
fbem-9280	341	20	retailers	retailer	NOUN
fbem-9280	341	21	,	,	PUNCT
fbem-9280	341	22	prod	prod	NOUN
fbem-9280	341	23	.	.	PUNCT
fbem-9280	341	24	oper	oper	PROPN
fbem-9280	341	25	.	.	PROPN
fbem-9280	341	26	manag	manag	PROPN
fbem-9280	341	27	.	.	PROPN
fbem-9280	341	28	,	,	PUNCT
fbem-9280	341	29	28(2018	28(2018	NUM
fbem-9280	341	30	)	)	PUNCT
fbem-9280	341	31	,	,	PUNCT
fbem-9280	341	32	206	206	NUM
fbem-9280	341	33	-	-	SYM
fbem-9280	341	34	231	231	NUM
fbem-9280	341	35	.	.	PUNCT