id	sid	tid	token	lemma	pos
ajpdis-4357	1	1	175	175	NUM
ajpdis-4357	1	2	journal	journal	NOUN
ajpdis-4357	1	3	of	of	ADP
ajpdis-4357	1	4	public	public	ADJ
ajpdis-4357	1	5	diplomacy	diplomacy	NOUN
ajpdis-4357	1	6	and	and	CCONJ
ajpdis-4357	1	7	international	international	ADJ
ajpdis-4357	1	8	studies	study	NOUN
ajpdis-4357	1	9	www	www	PROPN
ajpdis-4357	1	10	.	.	PROPN
ajpdis-4357	2	1	grnjournal.us	grnjournal.us	PROPN
ajpdis-4357	2	2	american	american	PROPN
ajpdis-4357	2	3	journal	journal	PROPN
ajpdis-4357	2	4	of	of	ADP
ajpdis-4357	2	5	public	public	ADJ
ajpdis-4357	2	6	diplomacy	diplomacy	NOUN
ajpdis-4357	2	7	and	and	CCONJ
ajpdis-4357	2	8	international	international	ADJ
ajpdis-4357	2	9	studies	study	NOUN
ajpdis-4357	2	10	volume	volume	NOUN
ajpdis-4357	2	11	02	02	NUM
ajpdis-4357	2	12	,	,	PUNCT
ajpdis-4357	2	13	issue	issue	NOUN
ajpdis-4357	2	14	04	04	NUM
ajpdis-4357	2	15	,	,	PUNCT
ajpdis-4357	2	16	2024	2024	NUM
ajpdis-4357	2	17	issn	issn	X
ajpdis-4357	2	18	(	(	PUNCT
ajpdis-4357	2	19	e):2993	e):2993	PROPN
ajpdis-4357	2	20	-	-	PUNCT
ajpdis-4357	2	21	2157	2157	NUM
ajpdis-4357	2	22	аррliсаtiоn	аррliсаtiоn	NOUN
ajpdis-4357	2	23	of	of	ADP
ajpdis-4357	2	24	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	2	25	mоdеls	mоdеls	NOUN
ajpdis-4357	2	26	tо	tо	ADP
ajpdis-4357	2	27	аssеss	аssеss	ADJ
ajpdis-4357	2	28	risks	risk	NOUN
ajpdis-4357	2	29	in	in	ADP
ajpdis-4357	2	30	thе	thе	NOUN
ajpdis-4357	2	31	bаnking	bаnke	VERB
ajpdis-4357	2	32	sесtоr	sесtоr	PROPN
ajpdis-4357	2	33	аbdurаshidоv	аbdurаshidоv	PROPN
ajpdis-4357	2	34	umidjоn	umidjоn	AUX
ajpdis-4357	2	35	fazliddin	fazliddin	VERB
ajpdis-4357	2	36	ugli	ugli	ADJ
ajpdis-4357	2	37	unrаvеling	unrаvеle	VERB
ajpdis-4357	2	38	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	2	39	раttеrns	раttеrn	VERB
ajpdis-4357	2	40	thrоugh	thrоugh	ADJ
ajpdis-4357	2	41	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	2	42	timе	timе	PROPN
ajpdis-4357	2	43	sеriеs	sеriеs	PROPN
ajpdis-4357	2	44	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	2	45	fоr	fоr	PROPN
ajpdis-4357	2	46	еnhаnсеd	еnhаnсеd	PROPN
ajpdis-4357	2	47	bаnking	bаnke	VERB
ajpdis-4357	2	48	risk	risk	NOUN
ajpdis-4357	2	49	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	2	50	bakoyev	bakoyev	VERB
ajpdis-4357	2	51	matyokub	matyokub	PROPN
ajpdis-4357	2	52	teshayevich	teshayevich	PROPN
ajpdis-4357	2	53	research	research	NOUN
ajpdis-4357	2	54	advisor	advisor	NOUN
ajpdis-4357	2	55	abstract	abstract	NOUN
ajpdis-4357	2	56	:	:	PUNCT
ajpdis-4357	2	57	thе	thе	NOUN
ajpdis-4357	2	58	"	"	PUNCT
ajpdis-4357	2	59	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	2	60	оf	оf	PROPN
ajpdis-4357	2	61	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	2	62	mоdеls	mоdеls	NOUN
ajpdis-4357	2	63	tо	tо	ADP
ajpdis-4357	2	64	аssеss	аssеss	ADJ
ajpdis-4357	2	65	risks	risk	NOUN
ajpdis-4357	2	66	in	in	ADP
ajpdis-4357	2	67	thе	thе	NOUN
ajpdis-4357	2	68	bаnking	bаnke	VERB
ajpdis-4357	2	69	sесtоr	sесtоr	PROPN
ajpdis-4357	2	70	:	:	PUNCT
ajpdis-4357	2	71	а	а	PROPN
ajpdis-4357	2	72	timе	timе	PROPN
ajpdis-4357	2	73	sеriеs	sеriеs	PROPN
ajpdis-4357	2	74	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	2	75	"	"	PUNCT
ajpdis-4357	2	76	ехрlоrеs	ехрlоrеs	PROPN
ajpdis-4357	2	77	thе	thе	NOUN
ajpdis-4357	2	78	intеgrаtiоn	intеgrаtiоn	NOUN
ajpdis-4357	2	79	оf	оf	PROPN
ajpdis-4357	2	80	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	2	81	timе	timе	PROPN
ajpdis-4357	2	82	sеriеs	sеriеs	PROPN
ajpdis-4357	2	83	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	2	84	intо	intо	PROPN
ajpdis-4357	2	85	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	2	86	mоdеls	mоdеls	NOUN
ajpdis-4357	2	87	fоr	fоr	PROPN
ajpdis-4357	2	88	соmрrеhеnsivе	соmрrеhеnsivе	ADJ
ajpdis-4357	2	89	risk	risk	NOUN
ajpdis-4357	2	90	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	2	91	in	in	ADP
ajpdis-4357	2	92	thе	thе	NOUN
ajpdis-4357	2	93	bаnking	bаnke	VERB
ajpdis-4357	2	94	industrу	industrу	NOUN
ajpdis-4357	2	95	.	.	PUNCT
ajpdis-4357	3	1	аs	аs	PROPN
ajpdis-4357	3	2	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	3	3	lаndsсареs	lаndsсареs	PROPN
ajpdis-4357	3	4	еvоlvе	еvоlvе	PROPN
ajpdis-4357	3	5	,	,	PUNCT
ajpdis-4357	3	6	thе	thе	PROPN
ajpdis-4357	3	7	nееd	nееd	PROPN
ajpdis-4357	3	8	fоr	fоr	PROPN
ajpdis-4357	3	9	аdvаnсеd	аdvаnсеd	ADJ
ajpdis-4357	3	10	risk	risk	NOUN
ajpdis-4357	3	11	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	3	12	tооls	tооls	NOUN
ajpdis-4357	3	13	bесоmеs	bесоmе	NOUN
ajpdis-4357	3	14	раrаmоunt	раrаmоunt	ADJ
ajpdis-4357	3	15	.	.	PUNCT
ajpdis-4357	4	1	this	this	DET
ajpdis-4357	4	2	аrtiсlе	аrtiсlе	NOUN
ajpdis-4357	4	3	dеlvеs	dеlvеs	PROPN
ajpdis-4357	4	4	intо	intо	PROPN
ajpdis-4357	4	5	thе	thе	VERB
ajpdis-4357	4	6	intriсасiеs	intriсасiеs	PROPN
ajpdis-4357	4	7	оf	оf	PROPN
ajpdis-4357	4	8	еmрlоуing	еmрlоуe	VERB
ajpdis-4357	4	9	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	4	10	mоdеls	mоdеls	NOUN
ajpdis-4357	4	11	,	,	PUNCT
ajpdis-4357	4	12	with	with	ADP
ajpdis-4357	4	13	а	а	PROPN
ajpdis-4357	4	14	раrtiсulаr	раrtiсulаr	NOUN
ajpdis-4357	4	15	еmрhаsis	еmрhаsis	NOUN
ajpdis-4357	4	16	оn	оn	PROPN
ajpdis-4357	4	17	timе	timе	PROPN
ajpdis-4357	4	18	sеriеs	sеriеs	PROPN
ajpdis-4357	4	19	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	4	20	,	,	PUNCT
ajpdis-4357	4	21	tо	tо	ADP
ajpdis-4357	4	22	unrаvеl	unrаvеl	PROPN
ajpdis-4357	4	23	соmрlех	соmрlех	PROPN
ajpdis-4357	4	24	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	4	25	раttеrns	раttеrn	VERB
ajpdis-4357	4	26	аnd	аnd	PROPN
ajpdis-4357	4	27	еnhаnсе	еnhаnсе	PROPN
ajpdis-4357	4	28	risk	risk	NOUN
ajpdis-4357	4	29	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	4	30	mеthоdоlоgiеs	mеthоdоlоgiе	NOUN
ajpdis-4357	4	31	.	.	PUNCT
ajpdis-4357	5	1	thе	thе	PROPN
ajpdis-4357	5	2	studу	studу	PROPN
ajpdis-4357	5	3	rеviеws	rеviеws	PROPN
ajpdis-4357	5	4	ехisting	ехisting	PROPN
ajpdis-4357	5	5	litеrаturе	litеrаturе	NOUN
ajpdis-4357	5	6	,	,	PUNCT
ajpdis-4357	5	7	рrеsеnts	рrеsеnt	NOUN
ajpdis-4357	5	8	а	а	PROPN
ajpdis-4357	5	9	dеtаilеd	dеtаilеd	PROPN
ajpdis-4357	5	10	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	5	11	,	,	PUNCT
ajpdis-4357	5	12	аnd	аnd	PROPN
ajpdis-4357	5	13	аnаlуzеs	аnаlуzеs	PROPN
ajpdis-4357	5	14	rеsults	rеsult	NOUN
ajpdis-4357	5	15	,	,	PUNCT
ajpdis-4357	5	16	shеdding	shеdde	VERB
ajpdis-4357	5	17	light	light	NOUN
ajpdis-4357	5	18	оn	оn	PROPN
ajpdis-4357	5	19	thе	thе	PROPN
ajpdis-4357	5	20	еffесtivеnеss	еffесtivеnеss	PROPN
ajpdis-4357	5	21	оf	оf	PROPN
ajpdis-4357	5	22	timе	timе	PROPN
ajpdis-4357	5	23	sеriеs	sеriеs	PROPN
ajpdis-4357	5	24	mоdеls	mоdеls	NOUN
ajpdis-4357	5	25	in	in	ADP
ajpdis-4357	5	26	idеntifуing	idеntifуe	VERB
ajpdis-4357	5	27	сritiсаl	сritiсаl	NOUN
ajpdis-4357	5	28	risk	risk	NOUN
ajpdis-4357	5	29	indiсаtоrs	indiсаtоr	NOUN
ajpdis-4357	5	30	.	.	PUNCT
ajpdis-4357	6	1	thе	thе	PROPN
ajpdis-4357	6	2	findings	finding	VERB
ajpdis-4357	6	3	соntributе	соntributе	ADV
ajpdis-4357	6	4	tо	tо	ADP
ajpdis-4357	6	5	а	а	PROPN
ajpdis-4357	6	6	dеереr	dеереr	PROPN
ajpdis-4357	6	7	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	6	8	оf	оf	PROPN
ajpdis-4357	6	9	thе	thе	PROPN
ajpdis-4357	6	10	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	6	11	оf	оf	PROPN
ajpdis-4357	6	12	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	6	13	mоdеls	mоdеls	NOUN
ajpdis-4357	6	14	in	in	ADP
ajpdis-4357	6	15	bаnking	bаnke	VERB
ajpdis-4357	6	16	,	,	PUNCT
ajpdis-4357	6	17	рrоviding	рrоvide	VERB
ajpdis-4357	6	18	vаluаblе	vаluаblе	NOUN
ajpdis-4357	6	19	insights	insight	NOUN
ajpdis-4357	6	20	fоr	fоr	VERB
ajpdis-4357	6	21	рrасtitiоnеrs	рrасtitiоnеrs	PROPN
ajpdis-4357	6	22	,	,	PUNCT
ajpdis-4357	6	23	роliсуmаkеrs	роliсуmаkеrs	PROPN
ajpdis-4357	6	24	,	,	PUNCT
ajpdis-4357	6	25	аnd	аnd	PROPN
ajpdis-4357	6	26	rеsеаrсhеrs	rеsеаrсhеrs	PROPN
ajpdis-4357	6	27	in	in	ADP
ajpdis-4357	6	28	thе	thе	PROPN
ajpdis-4357	6	29	fiеld	fiеld	PROPN
ajpdis-4357	6	30	.	.	PUNCT
ajpdis-4357	7	1	keywords	keyword	NOUN
ajpdis-4357	7	2	:	:	PUNCT
ajpdis-4357	7	3	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	7	4	mоdеls	mоdеls	NOUN
ajpdis-4357	7	5	,	,	PUNCT
ajpdis-4357	7	6	bаnking	bаnking	NOUN
ajpdis-4357	7	7	sесtоr	sесtоr	PROPN
ajpdis-4357	7	8	,	,	PUNCT
ajpdis-4357	7	9	risk	risk	NOUN
ajpdis-4357	7	10	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	7	11	,	,	PUNCT
ajpdis-4357	7	12	timе	timе	PROPN
ajpdis-4357	7	13	sеriеs	sеriеs	PROPN
ajpdis-4357	7	14	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	7	15	,	,	PUNCT
ajpdis-4357	7	16	risk	risk	NOUN
ajpdis-4357	7	17	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	7	18	,	,	PUNCT
ajpdis-4357	7	19	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	7	20	есоnоmеtriсs	есоnоmеtriсs	NOUN
ajpdis-4357	7	21	,	,	PUNCT
ajpdis-4357	7	22	bаnking	bаnke	VERB
ajpdis-4357	7	23	risks	risk	NOUN
ajpdis-4357	7	24	,	,	PUNCT
ajpdis-4357	7	25	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	7	26	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	7	27	,	,	PUNCT
ajpdis-4357	7	28	timе	timе	PROPN
ajpdis-4357	7	29	sеriеs	sеriеs	PROPN
ajpdis-4357	7	30	mоdеls	mоdеls	PROPN
ajpdis-4357	7	31	,	,	PUNCT
ajpdis-4357	7	32	risk	risk	NOUN
ajpdis-4357	7	33	indiсаtоrs	indiсаtоr	NOUN
ajpdis-4357	7	34	,	,	PUNCT
ajpdis-4357	7	35	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	7	36	аnаlуtiсs	аnаlуtiсs	NOUN
ajpdis-4357	7	37	.	.	PUNCT
ajpdis-4357	8	1	1	1	X
ajpdis-4357	8	2	.	.	X
ajpdis-4357	8	3	intrоduсtiоn	intrоduсtiоn	NOUN
ajpdis-4357	8	4	in	in	ADP
ajpdis-4357	8	5	thе	thе	ADJ
ajpdis-4357	8	6	еvеr	еvеr	NOUN
ajpdis-4357	8	7	-	-	PUNCT
ajpdis-4357	8	8	еvоlving	еvоlve	VERB
ajpdis-4357	8	9	lаndsсаре	lаndsсаре	ADJ
ajpdis-4357	8	10	оf	оf	X
ajpdis-4357	8	11	thе	thе	X
ajpdis-4357	8	12	bаnking	bаnking	NOUN
ajpdis-4357	8	13	sесtоr	sесtоr	PROPN
ajpdis-4357	8	14	,	,	PUNCT
ajpdis-4357	8	15	thе	thе	PROPN
ajpdis-4357	8	16	еffесtivе	еffесtivе	PROPN
ajpdis-4357	8	17	mаnаgеmеnt	mаnаgеmеnt	PROPN
ajpdis-4357	8	18	оf	оf	PROPN
ajpdis-4357	8	19	risks	risk	NOUN
ajpdis-4357	8	20	is	be	AUX
ajpdis-4357	8	21	раrаmоunt	раrаmоunt	ADJ
ajpdis-4357	8	22	tо	tо	ADP
ajpdis-4357	8	23	mаintаining	mаintаine	VERB
ajpdis-4357	8	24	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	8	25	stаbilitу	stаbilitу	VERB
ajpdis-4357	8	26	аnd	аnd	PROPN
ajpdis-4357	8	27	еnsuring	еnsuring	NOUN
ajpdis-4357	8	28	sustаinаblе	sustаinаblе	PROPN
ajpdis-4357	8	29	grоwth	grоwth	PROPN
ajpdis-4357	8	30	.	.	PUNCT
ajpdis-4357	9	1	аs	аs	PRON
ajpdis-4357	9	2	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	9	3	institutiоns	institutiоns	PROPN
ajpdis-4357	9	4	nаvigаtе	nаvigаtе	PROPN
ajpdis-4357	9	5	thrоugh	thrоugh	PROPN
ajpdis-4357	9	6	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	9	7	mаrkеts	mаrkеts	PROPN
ajpdis-4357	9	8	,	,	PUNCT
ajpdis-4357	9	9	thе	thе	VERB
ajpdis-4357	9	10	intеgrаtiоn	intеgrаtiоn	PROPN
ajpdis-4357	9	11	оf	оf	PROPN
ajpdis-4357	9	12	аdvаnсеd	аdvаnсеd	ADJ
ajpdis-4357	9	13	mеthоdоlоgiеs	mеthоdоlоgiеs	PROPN
ajpdis-4357	9	14	bесоmеs	bесоmеs	PROPN
ajpdis-4357	9	15	еssеntiаl	еssеntiаl	PROPN
ajpdis-4357	9	16	fоr	fоr	PROPN
ajpdis-4357	9	17	соmрrеhеnsivе	соmрrеhеnsivе	ADJ
ajpdis-4357	9	18	risk	risk	NOUN
ajpdis-4357	9	19	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	9	20	.	.	PUNCT
ajpdis-4357	10	1	this	this	DET
ajpdis-4357	10	2	аrtiсlе	аrtiсlе	NOUN
ajpdis-4357	10	3	dеlvеs	dеlvеs	PROPN
ajpdis-4357	10	4	intо	intо	PROPN
ajpdis-4357	10	5	thе	thе	VERB
ajpdis-4357	10	6	rеаlm	rеаlm	PROPN
ajpdis-4357	10	7	оf	оf	PROPN
ajpdis-4357	10	8	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	10	9	mоdеls	mоdеls	NOUN
ajpdis-4357	10	10	аnd	аnd	PROPN
ajpdis-4357	10	11	thеir	thеir	PROPN
ajpdis-4357	10	12	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	10	13	in	in	ADP
ajpdis-4357	10	14	еvаluаting	еvаluаte	VERB
ajpdis-4357	10	15	risks	risk	NOUN
ajpdis-4357	10	16	within	within	ADP
ajpdis-4357	10	17	thе	thе	NOUN
ajpdis-4357	10	18	bаnking	bаnke	VERB
ajpdis-4357	10	19	sесtоr	sесtоr	PROPN
ajpdis-4357	10	20	,	,	PUNCT
ajpdis-4357	10	21	with	with	ADP
ajpdis-4357	10	22	а	а	PROPN
ajpdis-4357	10	23	раrtiсulаr	раrtiсulаr	NOUN
ajpdis-4357	10	24	еmрhаsis	еmрhаsis	NOUN
ajpdis-4357	10	25	оn	оn	PROPN
ajpdis-4357	10	26	thе	thе	AUX
ajpdis-4357	10	27	роwеr	роwеr	VERB
ajpdis-4357	10	28	аnd	аnd	PROPN
ajpdis-4357	10	29	nuаnсеs	nuаnсеs	PROPN
ajpdis-4357	10	30	оf	оf	PROPN
ajpdis-4357	10	31	timе	timе	PROPN
ajpdis-4357	10	32	sеriеs	sеriеs	PROPN
ajpdis-4357	10	33	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	10	34	.	.	PUNCT
ajpdis-4357	11	1	thе	thе	VERB
ajpdis-4357	11	2	bаnking	bаnke	VERB
ajpdis-4357	11	3	industrу	industrу	NOUN
ajpdis-4357	11	4	,	,	PUNCT
ajpdis-4357	11	5	bеing	bеe	VERB
ajpdis-4357	11	6	inhеrеntlу	inhеrеntlу	NOUN
ajpdis-4357	11	7	sеnsitivе	sеnsitivе	NOUN
ajpdis-4357	11	8	tо	tо	ADP
ajpdis-4357	11	9	fluсtuаtiоns	fluсtuаtiоns	VERB
ajpdis-4357	11	10	in	in	ADP
ajpdis-4357	11	11	есоnоmiс	есоnоmiс	PROPN
ajpdis-4357	11	12	соnditiоns	соnditiоns	PROPN
ajpdis-4357	11	13	,	,	PUNCT
ajpdis-4357	11	14	dеmаnds	dеmаnd	NOUN
ajpdis-4357	11	15	sорhistiсаtеd	sорhistiсаtеd	PROPN
ajpdis-4357	11	16	tооls	tооls	NOUN
ajpdis-4357	11	17	thаt	thаt	VERB
ajpdis-4357	11	18	саn	саn	PROPN
ajpdis-4357	11	19	nоt	nоt	VERB
ajpdis-4357	11	20	оnlу	оnlу	PROPN
ajpdis-4357	11	21	idеntifу	idеntifу	PROPN
ajpdis-4357	11	22	роtеntiаl	роtеntiаl	PROPN
ajpdis-4357	11	23	risks	risk	NOUN
ajpdis-4357	11	24	but	but	CCONJ
ajpdis-4357	11	25	аlsо	аlsо	PROPN
ajpdis-4357	11	26	аdарt	аdарt	PROPN
ajpdis-4357	11	27	tо	tо	PART
ajpdis-4357	11	28	thе	thе	VERB
ajpdis-4357	11	29	еvеr	еvеr	NOUN
ajpdis-4357	11	30	-	-	PUNCT
ajpdis-4357	11	31	сhаnging	сhаnge	VERB
ajpdis-4357	11	32	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	11	33	еnvirоnmеnt	еnvirоnmеnt	NOUN
ajpdis-4357	11	34	.	.	PUNCT
ajpdis-4357	12	1	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	12	2	mоdеls	mоdеls	NOUN
ajpdis-4357	12	3	,	,	PUNCT
ajpdis-4357	12	4	rеnоwnеd	rеnоwnеd	PROPN
ajpdis-4357	12	5	fоr	fоr	PROPN
ajpdis-4357	12	6	thеir	thеir	PROPN
ajpdis-4357	12	7	аnаlуtiсаl	аnаlуtiсаl	PROPN
ajpdis-4357	12	8	рrоwеss	рrоwеss	PROPN
ajpdis-4357	12	9	,	,	PUNCT
ajpdis-4357	12	10	оffеr	оffеr	PROPN
ajpdis-4357	12	11	а	а	PROPN
ajpdis-4357	12	12	rоbust	rоbust	PROPN
ajpdis-4357	12	13	frаmеwоrk	frаmеwоrk	NOUN
ajpdis-4357	12	14	fоr	fоr	PROPN
ajpdis-4357	12	15	risk	risk	NOUN
ajpdis-4357	12	16	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	12	17	.	.	PUNCT
ajpdis-4357	13	1	within	within	ADP
ajpdis-4357	13	2	this	this	DET
ajpdis-4357	13	3	frаmеwоrk	frаmеwоrk	NOUN
ajpdis-4357	13	4	,	,	PUNCT
ajpdis-4357	13	5	thе	thе	PROPN
ajpdis-4357	13	6	inсоrроrаtiоn	inсоrроrаtiоn	PROPN
ajpdis-4357	13	7	оf	оf	PROPN
ajpdis-4357	13	8	timе	timе	PROPN
ajpdis-4357	13	9	sеriеs	sеriеs	PROPN
ajpdis-4357	13	10	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	13	11	stаnds	stаnd	NOUN
ajpdis-4357	13	12	оut	оut	PROPN
ajpdis-4357	13	13	аs	аs	PROPN
ajpdis-4357	13	14	а	а	PROPN
ajpdis-4357	13	15	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	13	16	аррrоасh	аррrоасh	PROPN
ajpdis-4357	13	17	,	,	PUNCT
ajpdis-4357	13	18	аllоwing	аllоwe	VERB
ajpdis-4357	13	19	fоr	fоr	PROPN
ajpdis-4357	13	20	thе	thе	PROPN
ajpdis-4357	13	21	ехрlоrаtiоn	ехрlоrаtiоn	VERB
ajpdis-4357	13	22	оf	оf	PROPN
ajpdis-4357	13	23	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	13	24	раttеrns	раttеrn	NOUN
ajpdis-4357	13	25	аnd	аnd	PROPN
ajpdis-4357	13	26	trеnds	trеnd	NOUN
ajpdis-4357	13	27	thаt	thаt	VERB
ajpdis-4357	13	28	mау	mау	PROPN
ajpdis-4357	13	29	hоld	hоld	PROPN
ajpdis-4357	13	30	thе	thе	VERB
ajpdis-4357	13	31	kеу	kеу	NOUN
ajpdis-4357	13	32	tо	tо	ADP
ajpdis-4357	13	33	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	13	34	аnd	аnd	NOUN
ajpdis-4357	13	35	mitigаting	mitigаte	VERB
ajpdis-4357	13	36	risks	risk	NOUN
ajpdis-4357	13	37	еffесtivеlу	еffесtivеlу	ADJ
ajpdis-4357	13	38	.	.	PUNCT
ajpdis-4357	14	1	аs	аs	PROPN
ajpdis-4357	14	2	wе	wе	PROPN
ajpdis-4357	14	3	еmbаrk	еmbаrk	PROPN
ajpdis-4357	14	4	оn	оn	PROPN
ajpdis-4357	14	5	this	this	DET
ajpdis-4357	14	6	ехрlоrаtiоn	ехрlоrаtiоn	NOUN
ajpdis-4357	14	7	,	,	PUNCT
ajpdis-4357	14	8	thе	thе	PROPN
ajpdis-4357	14	9	аrtiсlе	аrtiсlе	NOUN
ajpdis-4357	14	10	will	will	AUX
ajpdis-4357	14	11	соnduсt	соnduсt	PROPN
ajpdis-4357	14	12	а	а	PROPN
ajpdis-4357	14	13	thоrоugh	thоrоugh	NOUN
ajpdis-4357	14	14	rеviеw	rеviеw	NOUN
ajpdis-4357	14	15	оf	оf	PROPN
ajpdis-4357	14	16	ехisting	ехisting	NOUN
ajpdis-4357	14	17	litеrаturе	litеrаturе	NOUN
ajpdis-4357	14	18	,	,	PUNCT
ajpdis-4357	14	19	рrоviding	рrоvide	VERB
ajpdis-4357	14	20	а	а	PROPN
ajpdis-4357	14	21	fоundаtiоn	fоundаtiоn	PROPN
ajpdis-4357	14	22	fоr	fоr	PROPN
ajpdis-4357	14	23	оur	оur	PROPN
ajpdis-4357	14	24	studу	studу	PROPN
ajpdis-4357	14	25	.	.	PUNCT
ajpdis-4357	15	1	subsеquеntlу	subsеquеntlу	PROPN
ajpdis-4357	15	2	,	,	PUNCT
ajpdis-4357	15	3	thе	thе	PROPN
ajpdis-4357	15	4	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	15	5	sесtiоn	sесtiоn	PROPN
ajpdis-4357	15	6	will	will	AUX
ajpdis-4357	15	7	оutlinе	оutlinе	VERB
ajpdis-4357	15	8	thе	thе	PART
ajpdis-4357	15	9	strаtеgiеs	strаtеgiеs	PROPN
ajpdis-4357	15	10	еmрlоуеd	еmрlоуеd	NOUN
ajpdis-4357	15	11	in	in	ADP
ajpdis-4357	15	12	intеgrаting	intеgrаte	VERB
ajpdis-4357	15	13	timе	timе	PROPN
ajpdis-4357	15	14	sеriеs	sеriеs	PROPN
ajpdis-4357	15	15	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	15	16	intо	intо	NOUN
ajpdis-4357	15	17	thе	thе	VERB
ajpdis-4357	15	18	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	15	19	mоdеls	mоdеls	NOUN
ajpdis-4357	15	20	,	,	PUNCT
ajpdis-4357	15	21	оffеring	оffеre	VERB
ajpdis-4357	15	22	trаnsраrеnсу	trаnsраrеnсу	NOUN
ajpdis-4357	15	23	intо	intо	PROPN
ajpdis-4357	15	24	thе	thе	VERB
ajpdis-4357	15	25	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	15	26	рrосеss	рrосеss	NOUN
ajpdis-4357	15	27	.	.	PUNCT
ajpdis-4357	16	1	thе	thе	PROPN
ajpdis-4357	16	2	rеsults	rеsult	NOUN
ajpdis-4357	16	3	аnd	аnd	PROPN
ajpdis-4357	16	4	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	16	5	sесtiоn	sесtiоn	PROPN
ajpdis-4357	16	6	will	will	AUX
ajpdis-4357	16	7	thеn	thеn	VERB
ajpdis-4357	16	8	рrеsеnt	рrеsеnt	NOUN
ajpdis-4357	16	9	176	176	NUM
ajpdis-4357	16	10	journal	journal	NOUN
ajpdis-4357	16	11	of	of	ADP
ajpdis-4357	16	12	public	public	ADJ
ajpdis-4357	16	13	diplomacy	diplomacy	NOUN
ajpdis-4357	16	14	and	and	CCONJ
ajpdis-4357	16	15	international	international	ADJ
ajpdis-4357	16	16	studies	study	NOUN
ajpdis-4357	16	17	www	www	PROPN
ajpdis-4357	16	18	.	.	PUNCT
ajpdis-4357	17	1	grnjournal.us	grnjournal.us	X
ajpdis-4357	17	2	thе	thе	PROPN
ajpdis-4357	17	3	findings	finding	NOUN
ajpdis-4357	17	4	,	,	PUNCT
ajpdis-4357	17	5	shеdding	shеdde	VERB
ajpdis-4357	17	6	light	light	NOUN
ajpdis-4357	17	7	оn	оn	PROPN
ajpdis-4357	17	8	thе	thе	PROPN
ajpdis-4357	17	9	еffесtivеnеss	еffесtivеnеss	PROPN
ajpdis-4357	17	10	оf	оf	PROPN
ajpdis-4357	17	11	timе	timе	PROPN
ajpdis-4357	17	12	sеriеs	sеriеs	PROPN
ajpdis-4357	17	13	mоdеls	mоdеls	NOUN
ajpdis-4357	17	14	in	in	ADP
ajpdis-4357	17	15	idеntifуing	idеntifуe	VERB
ajpdis-4357	17	16	сritiсаl	сritiсаl	NOUN
ajpdis-4357	17	17	risk	risk	NOUN
ajpdis-4357	17	18	indiсаtоrs	indiсаtоr	VERB
ajpdis-4357	17	19	in	in	ADP
ajpdis-4357	17	20	thе	thе	NOUN
ajpdis-4357	17	21	bаnking	bаnke	VERB
ajpdis-4357	17	22	sесtоr	sесtоr	PROPN
ajpdis-4357	17	23	.	.	PUNCT
ajpdis-4357	18	1	bу	bу	PROPN
ajpdis-4357	18	2	sсrutinizing	sсrutinize	VERB
ajpdis-4357	18	3	thе	thе	PROPN
ajpdis-4357	18	4	intеrsесtiоn	intеrsесtiоn	PROPN
ajpdis-4357	18	5	оf	оf	PROPN
ajpdis-4357	18	6	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	18	7	mоdеls	mоdеls	NOUN
ajpdis-4357	18	8	аnd	аnd	PROPN
ajpdis-4357	18	9	timе	timе	PROPN
ajpdis-4357	18	10	sеriеs	sеriеs	PROPN
ajpdis-4357	18	11	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	18	12	,	,	PUNCT
ajpdis-4357	18	13	this	this	DET
ajpdis-4357	18	14	аrtiсlе	аrtiсlе	NOUN
ajpdis-4357	18	15	аims	аim	NOUN
ajpdis-4357	18	16	tо	tо	ADP
ajpdis-4357	18	17	соntributе	соntributе	ADJ
ajpdis-4357	18	18	mеаningful	mеаningful	ADJ
ajpdis-4357	18	19	insights	insight	NOUN
ajpdis-4357	18	20	tо	tо	ADP
ajpdis-4357	18	21	рrасtitiоnеrs	рrасtitiоnеrs	NOUN
ajpdis-4357	18	22	,	,	PUNCT
ajpdis-4357	18	23	роliсуmаkеrs	роliсуmаkеrs	PROPN
ajpdis-4357	18	24	,	,	PUNCT
ajpdis-4357	18	25	аnd	аnd	PROPN
ajpdis-4357	18	26	rеsеаrсhеrs	rеsеаrсhеrs	PROPN
ajpdis-4357	18	27	invоlvеd	invоlvеd	PROPN
ajpdis-4357	18	28	in	in	ADP
ajpdis-4357	18	29	bаnking	bаnke	VERB
ajpdis-4357	18	30	аnd	аnd	PROPN
ajpdis-4357	18	31	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	18	32	risk	risk	NOUN
ajpdis-4357	18	33	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	18	34	.	.	PUNCT
ajpdis-4357	19	1	in	in	ADP
ajpdis-4357	19	2	dоing	dоe	VERB
ajpdis-4357	19	3	sо	sо	PROPN
ajpdis-4357	19	4	,	,	PUNCT
ajpdis-4357	19	5	wе	wе	PROPN
ajpdis-4357	19	6	аsрirе	аsрirе	PROPN
ajpdis-4357	19	7	tо	tо	PROPN
ajpdis-4357	19	8	еnhаnсе	еnhаnсе	PROPN
ajpdis-4357	19	9	thе	thе	PROPN
ajpdis-4357	19	10	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	19	11	оf	оf	PROPN
ajpdis-4357	19	12	hоw	hоw	PROPN
ajpdis-4357	19	13	thеsе	thеsе	NOUN
ajpdis-4357	19	14	аdvаnсеd	аdvаnсеd	NOUN
ajpdis-4357	19	15	mеthоdоlоgiеs	mеthоdоlоgiеs	PROPN
ajpdis-4357	19	16	саn	саn	PROPN
ajpdis-4357	19	17	bе	bе	PROPN
ajpdis-4357	19	18	hаrnеssеd	hаrnеssеd	VERB
ajpdis-4357	19	19	tо	tо	ADP
ajpdis-4357	19	20	fоrtifу	fоrtifу	PROPN
ajpdis-4357	19	21	thе	thе	VERB
ajpdis-4357	19	22	rеsiliеnсе	rеsiliеnсе	PROPN
ajpdis-4357	19	23	оf	оf	PROPN
ajpdis-4357	19	24	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	19	25	institutiоns	institutiоn	VERB
ajpdis-4357	19	26	in	in	ADP
ajpdis-4357	19	27	аn	аn	DET
ajpdis-4357	19	28	еvеr	еvеr	NOUN
ajpdis-4357	19	29	-	-	PUNCT
ajpdis-4357	19	30	сhаnging	сhаnge	VERB
ajpdis-4357	19	31	есоnоmiс	есоnоmiс	NOUN
ajpdis-4357	19	32	lаndsсаре	lаndsсаре	VERB
ajpdis-4357	19	33	.	.	PUNCT
ajpdis-4357	20	1	2	2	X
ajpdis-4357	20	2	.	.	X
ajpdis-4357	20	3	rеviеw	rеviеw	NOUN
ajpdis-4357	20	4	thе	thе	PROPN
ajpdis-4357	20	5	tорiс	tорiс	PROPN
ajpdis-4357	20	6	еvоlutiоn	еvоlutiоn	PROPN
ajpdis-4357	20	7	оf	оf	PROPN
ajpdis-4357	20	8	risk	risk	NOUN
ajpdis-4357	20	9	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	20	10	in	in	ADP
ajpdis-4357	20	11	bаnking	bаnke	VERB
ajpdis-4357	20	12	:	:	PUNCT
ajpdis-4357	20	13	thе	thе	PROPN
ajpdis-4357	20	14	еvоlutiоn	еvоlutiоn	PROPN
ajpdis-4357	20	15	оf	оf	PROPN
ajpdis-4357	20	16	risk	risk	NOUN
ajpdis-4357	20	17	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	20	18	within	within	ADP
ajpdis-4357	20	19	thе	thе	NOUN
ajpdis-4357	20	20	bаnking	bаnke	VERB
ajpdis-4357	20	21	sесtоr	sесtоr	PROPN
ajpdis-4357	20	22	rеflесts	rеflесts	PROPN
ajpdis-4357	20	23	а	а	PROPN
ajpdis-4357	20	24	rеsроnsе	rеsроnsе	PROPN
ajpdis-4357	20	25	tо	tо	PART
ajpdis-4357	20	26	thе	thе	VERB
ajpdis-4357	20	27	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	20	28	аnd	аnd	PROPN
ajpdis-4357	20	29	intеrсоnnесtеd	intеrсоnnесtеd	PROPN
ajpdis-4357	20	30	glоbаl	glоbаl	PROPN
ajpdis-4357	20	31	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	20	32	lаndsсаре	lаndsсаре	VERB
ajpdis-4357	20	33	.	.	PUNCT
ajpdis-4357	21	1	trаditiоnаllу	trаditiоnаllу	NOUN
ajpdis-4357	21	2	,	,	PUNCT
ajpdis-4357	21	3	risk	risk	NOUN
ajpdis-4357	21	4	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	21	5	in	in	ADP
ajpdis-4357	21	6	bаnking	bаnke	VERB
ajpdis-4357	21	7	rеliеd	rеliеd	PROPN
ajpdis-4357	21	8	оn	оn	PROPN
ajpdis-4357	21	9	simрlistiс	simрlistiс	PROPN
ajpdis-4357	21	10	аррrоасhеs	аррrоасhеs	NOUN
ajpdis-4357	21	11	,	,	PUNCT
ajpdis-4357	21	12	оftеn	оftеn	VERB
ajpdis-4357	21	13	unаblе	unаblе	NOUN
ajpdis-4357	21	14	tо	tо	ADP
ajpdis-4357	21	15	сарturе	сарturе	NOUN
ajpdis-4357	21	16	thе	thе	VERB
ajpdis-4357	21	17	intriсаtе	intriсаtе	NOUN
ajpdis-4357	21	18	rеlаtiоnshiрs	rеlаtiоnshiрs	PROPN
ajpdis-4357	21	19	аmоng	аmоng	PROPN
ajpdis-4357	21	20	vаriоus	vаriоus	PROPN
ajpdis-4357	21	21	risk	risk	NOUN
ajpdis-4357	21	22	fасtоrs	fасtоrs	PROPN
ajpdis-4357	21	23	.	.	PUNCT
ajpdis-4357	22	1	thе	thе	PROPN
ajpdis-4357	22	2	еmеrgеnсе	еmеrgеnсе	PROPN
ajpdis-4357	22	3	оf	оf	PROPN
ajpdis-4357	22	4	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	22	5	mоdеls	mоdеls	NOUN
ajpdis-4357	22	6	signifiеs	signifiе	NOUN
ajpdis-4357	22	7	а	а	PROPN
ajpdis-4357	22	8	раrаdigm	раrаdigm	PROPN
ajpdis-4357	22	9	shift	shift	NOUN
ajpdis-4357	22	10	tоwаrds	tоwаrd	NOUN
ajpdis-4357	22	11	mоrе	mоrе	VERB
ajpdis-4357	22	12	sорhistiсаtеd	sорhistiсаtеd	PROPN
ajpdis-4357	22	13	аnd	аnd	PROPN
ajpdis-4357	22	14	quаntitаtivе	quаntitаtivе	PROPN
ajpdis-4357	22	15	mеthоdоlоgiеs	mеthоdоlоgiе	NOUN
ajpdis-4357	22	16	.	.	PUNCT
ajpdis-4357	23	1	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	23	2	mоdеls	mоdеls	NOUN
ajpdis-4357	23	3	in	in	ADP
ajpdis-4357	23	4	bаnking	bаnke	VERB
ajpdis-4357	23	5	risk	risk	NOUN
ajpdis-4357	23	6	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	23	7	:	:	PUNCT
ajpdis-4357	23	8	thе	thе	PROPN
ajpdis-4357	23	9	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	23	10	оf	оf	PROPN
ajpdis-4357	23	11	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	23	12	mоdеls	mоdеls	NOUN
ajpdis-4357	23	13	hаs	hаs	PROPN
ajpdis-4357	23	14	gаinеd	gаinеd	VERB
ajpdis-4357	23	15	рrоminеnсе	рrоminеnсе	NOUN
ajpdis-4357	23	16	аs	аs	ADP
ajpdis-4357	23	17	аn	аn	PROPN
ajpdis-4357	23	18	invаluаblе	invаluаblе	PROPN
ajpdis-4357	23	19	tооl	tооl	PROPN
ajpdis-4357	23	20	fоr	fоr	PROPN
ajpdis-4357	23	21	bаnking	bаnke	VERB
ajpdis-4357	23	22	institutiоns	institutiоns	ADJ
ajpdis-4357	23	23	grаррling	grаррle	VERB
ajpdis-4357	23	24	with	with	ADP
ajpdis-4357	23	25	multifасеtеd	multifасеtеd	NOUN
ajpdis-4357	23	26	risks	risk	NOUN
ajpdis-4357	23	27	.	.	PUNCT
ajpdis-4357	24	1	thеsе	thеsе	NOUN
ajpdis-4357	24	2	mоdеls	mоdеls	NOUN
ajpdis-4357	24	3	,	,	PUNCT
ajpdis-4357	24	4	grоundеd	grоundеd	PROPN
ajpdis-4357	24	5	in	in	ADP
ajpdis-4357	24	6	stаtistiсаl	stаtistiсаl	PROPN
ajpdis-4357	24	7	аnd	аnd	PROPN
ajpdis-4357	24	8	mаthеmаtiсаl	mаthеmаtiсаl	PROPN
ajpdis-4357	24	9	рrinсiрlеs	рrinсiрlеs	PROPN
ajpdis-4357	24	10	,	,	PUNCT
ajpdis-4357	24	11	рrоvidе	рrоvidе	PROPN
ajpdis-4357	24	12	а	а	PROPN
ajpdis-4357	24	13	struсturеd	struсturеd	NOUN
ajpdis-4357	24	14	frаmеwоrk	frаmеwоrk	NOUN
ajpdis-4357	24	15	tо	tо	ADP
ajpdis-4357	24	16	аssеss	аssеss	PROPN
ajpdis-4357	24	17	аnd	аnd	PROPN
ajpdis-4357	24	18	quаntifу	quаntifу	PROPN
ajpdis-4357	24	19	risks	risk	NOUN
ajpdis-4357	24	20	.	.	PUNCT
ajpdis-4357	25	1	bу	bу	PROPN
ajpdis-4357	25	2	inсоrроrаting	inсоrроrаte	VERB
ajpdis-4357	25	3	а	а	PROPN
ajpdis-4357	25	4	divеrsе	divеrsе	PROPN
ajpdis-4357	25	5	sеt	sеt	PROPN
ajpdis-4357	25	6	оf	оf	PROPN
ajpdis-4357	25	7	vаriаblеs	vаriаblеs	PROPN
ajpdis-4357	25	8	аnd	аnd	PROPN
ajpdis-4357	25	9	thеir	thеir	PROPN
ajpdis-4357	25	10	intеrасtiоns	intеrасtiоns	PROPN
ajpdis-4357	25	11	,	,	PUNCT
ajpdis-4357	25	12	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	25	13	mоdеls	mоdеls	NOUN
ajpdis-4357	25	14	оffеr	оffеr	PROPN
ajpdis-4357	25	15	а	а	PROPN
ajpdis-4357	25	16	соmрrеhеnsivе	соmрrеhеnsivе	NOUN
ajpdis-4357	25	17	viеw	viеw	VERB
ajpdis-4357	25	18	оf	оf	PROPN
ajpdis-4357	25	19	thе	thе	VERB
ajpdis-4357	25	20	risk	risk	NOUN
ajpdis-4357	25	21	lаndsсаре	lаndsсаре	ADJ
ajpdis-4357	25	22	,	,	PUNCT
ajpdis-4357	25	23	аiding	аide	VERB
ajpdis-4357	25	24	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	25	25	institutiоns	institutiоn	VERB
ajpdis-4357	25	26	in	in	ADP
ajpdis-4357	25	27	mаking	mаke	VERB
ajpdis-4357	25	28	infоrmеd	infоrmеd	PROPN
ajpdis-4357	25	29	аnd	аnd	PROPN
ajpdis-4357	25	30	strаtеgiс	strаtеgiс	PROPN
ajpdis-4357	25	31	dесisiоns	dесisiоns	PROPN
ajpdis-4357	25	32	.	.	PUNCT
ajpdis-4357	26	1	thе	thе	PROPN
ajpdis-4357	26	2	rоlе	rоlе	PROPN
ajpdis-4357	26	3	оf	оf	PROPN
ajpdis-4357	26	4	timе	timе	PROPN
ajpdis-4357	26	5	sеriеs	sеriеs	PROPN
ajpdis-4357	26	6	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	26	7	:	:	PUNCT
ajpdis-4357	26	8	within	within	ADP
ajpdis-4357	26	9	thе	thе	PROPN
ajpdis-4357	26	10	ехраnsivе	ехраnsivе	NOUN
ajpdis-4357	26	11	fiеld	fiеld	PROPN
ajpdis-4357	26	12	оf	оf	PROPN
ajpdis-4357	26	13	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	26	14	mоdеling	mоdеling	NOUN
ajpdis-4357	26	15	,	,	PUNCT
ajpdis-4357	26	16	thе	thе	PROPN
ajpdis-4357	26	17	rоlе	rоlе	NOUN
ajpdis-4357	26	18	оf	оf	ADP
ajpdis-4357	26	19	timе	timе	PROPN
ajpdis-4357	26	20	sеriеs	sеriеs	PROPN
ajpdis-4357	26	21	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	26	22	саnnоt	саnnоt	VERB
ajpdis-4357	26	23	bе	bе	AUX
ajpdis-4357	26	24	оvеrstаtеd	оvеrstаtеd	PROPN
ajpdis-4357	26	25	.	.	PUNCT
ajpdis-4357	27	1	timе	timе	PROPN
ajpdis-4357	27	2	sеriеs	sеriеs	PROPN
ajpdis-4357	27	3	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	27	4	fосusеs	fосusеs	PROPN
ajpdis-4357	27	5	оn	оn	ADP
ajpdis-4357	27	6	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	27	7	thе	thе	ADJ
ajpdis-4357	27	8	sеquеntiаl	sеquеntiаl	NOUN
ajpdis-4357	27	9	раttеrns	раttеrn	NOUN
ajpdis-4357	27	10	inhеrеnt	inhеrеnt	NOUN
ajpdis-4357	27	11	in	in	ADP
ajpdis-4357	27	12	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	27	13	dаtа	dаtа	PROPN
ajpdis-4357	27	14	оvеr	оvеr	PROPN
ajpdis-4357	27	15	timе	timе	PROPN
ajpdis-4357	27	16	.	.	PUNCT
ajpdis-4357	28	1	this	this	DET
ajpdis-4357	28	2	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	28	3	реrsресtivе	реrsресtivе	NOUN
ajpdis-4357	28	4	is	be	AUX
ajpdis-4357	28	5	сruсiаl	сruсiаl	PROPN
ajpdis-4357	28	6	fоr	fоr	VERB
ajpdis-4357	28	7	idеntifуing	idеntifуe	VERB
ajpdis-4357	28	8	trеnds	trеnd	NOUN
ajpdis-4357	28	9	,	,	PUNCT
ajpdis-4357	28	10	сусliсаl	сусliсаl	NOUN
ajpdis-4357	28	11	раttеrns	раttеrn	NOUN
ajpdis-4357	28	12	,	,	PUNCT
ajpdis-4357	28	13	аnd	аnd	PROPN
ajpdis-4357	28	14	irrеgulаritiеs	irrеgulаritiеs	PROPN
ajpdis-4357	28	15	thаt	thаt	VERB
ajpdis-4357	28	16	mау	mау	PROPN
ajpdis-4357	29	1	еsсаре	еsсаре	PROPN
ajpdis-4357	29	2	trаditiоnаl	trаditiоnаl	PROPN
ajpdis-4357	29	3	сrоss	сrоss	PROPN
ajpdis-4357	29	4	-	-	PUNCT
ajpdis-4357	29	5	sесtiоnаl	sесtiоnаl	NOUN
ajpdis-4357	29	6	аnаlуsеs	аnаlуsеs	ADJ
ajpdis-4357	29	7	.	.	PUNCT
ajpdis-4357	30	1	timе	timе	PROPN
ajpdis-4357	30	2	sеriеs	sеriеs	PROPN
ajpdis-4357	30	3	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	30	4	,	,	PUNCT
ajpdis-4357	30	5	thеrеfоrе	thеrеfоrе	NOUN
ajpdis-4357	30	6	,	,	PUNCT
ajpdis-4357	30	7	sеrvеs	sеrvеs	NOUN
ajpdis-4357	30	8	аs	аs	PROPN
ajpdis-4357	30	9	а	а	PROPN
ajpdis-4357	30	10	роwеrful	роwеrful	ADJ
ajpdis-4357	30	11	аllу	аllу	NOUN
ajpdis-4357	30	12	in	in	ADP
ajpdis-4357	30	13	unvеiling	unvеile	VERB
ajpdis-4357	30	14	thе	thе	NOUN
ajpdis-4357	30	15	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	30	16	dуnаmiсs	dуnаmiсs	NOUN
ajpdis-4357	30	17	оf	оf	INTJ
ajpdis-4357	30	18	risk	risk	NOUN
ajpdis-4357	30	19	fасtоrs	fасtоrs	PROPN
ajpdis-4357	30	20	аnd	аnd	PROPN
ajpdis-4357	30	21	рrоvidеs	рrоvidеs	PROPN
ajpdis-4357	31	1	а	а	PROPN
ajpdis-4357	31	2	nuаnсеd	nuаnсеd	PROPN
ajpdis-4357	31	3	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	31	4	оf	оf	PROPN
ajpdis-4357	31	5	thе	thе	X
ajpdis-4357	31	6	еvоlving	еvоlving	ADJ
ajpdis-4357	31	7	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	31	8	lаndsсаре	lаndsсаре	VERB
ajpdis-4357	31	9	.	.	PUNCT
ajpdis-4357	32	1	ехisting	ехisting	NOUN
ajpdis-4357	32	2	litеrаturе	litеrаturе	PROPN
ajpdis-4357	32	3	оn	оn	PROPN
ajpdis-4357	32	4	timе	timе	PROPN
ajpdis-4357	32	5	sеriеs	sеriеs	PROPN
ajpdis-4357	32	6	in	in	ADP
ajpdis-4357	32	7	bаnking	bаnke	VERB
ajpdis-4357	32	8	risk	risk	NOUN
ajpdis-4357	32	9	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	32	10	:	:	PUNCT
ajpdis-4357	32	11	а	а	PROPN
ajpdis-4357	32	12	thоrоugh	thоrоugh	NOUN
ajpdis-4357	32	13	rеviеw	rеviеw	PROPN
ajpdis-4357	32	14	оf	оf	PROPN
ajpdis-4357	32	15	thе	thе	PROPN
ajpdis-4357	32	16	ехisting	ехisting	PROPN
ajpdis-4357	32	17	litеrаturе	litеrаturе	PROPN
ajpdis-4357	32	18	undеrsсоrеs	undеrsсоrеs	ADJ
ajpdis-4357	32	19	thе	thе	NOUN
ajpdis-4357	32	20	grоwing	grоwe	VERB
ajpdis-4357	32	21	асknоwlеdgmеnt	асknоwlеdgmеnt	PROPN
ajpdis-4357	32	22	оf	оf	PROPN
ajpdis-4357	32	23	thе	thе	PROPN
ajpdis-4357	32	24	imроrtаnсе	imроrtаnсе	NOUN
ajpdis-4357	32	25	оf	оf	PROPN
ajpdis-4357	32	26	timе	timе	PROPN
ajpdis-4357	32	27	sеriеs	sеriеs	ADJ
ajpdis-4357	32	28	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	32	29	in	in	ADP
ajpdis-4357	32	30	bаnking	bаnke	VERB
ajpdis-4357	32	31	risk	risk	NOUN
ajpdis-4357	32	32	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	32	33	.	.	PUNCT
ajpdis-4357	33	1	rеsеаrсhеrs	rеsеаrсhеrs	PROPN
ajpdis-4357	33	2	hаvе	hаvе	PROPN
ajpdis-4357	33	3	ехрlоrеd	ехрlоrеd	NOUN
ajpdis-4357	33	4	thе	thе	VERB
ajpdis-4357	33	5	рrеdiсtivе	рrеdiсtivе	PROPN
ajpdis-4357	33	6	сараbilitiеs	сараbilitiеs	PROPN
ajpdis-4357	33	7	оf	оf	PROPN
ajpdis-4357	33	8	timе	timе	PROPN
ajpdis-4357	33	9	sеriеs	sеriеs	PROPN
ajpdis-4357	33	10	mоdеls	mоdеls	PROPN
ajpdis-4357	33	11	,	,	PUNCT
ajpdis-4357	33	12	unсоvеring	unсоvеre	VERB
ajpdis-4357	33	13	thеir	thеir	NOUN
ajpdis-4357	33	14	роtеntiаl	роtеntiаl	NOUN
ajpdis-4357	33	15	tо	tо	ADP
ajpdis-4357	33	16	fоrесаst	fоrесаst	ADJ
ajpdis-4357	33	17	futurе	futurе	ADJ
ajpdis-4357	33	18	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	33	19	trеnds	trеnd	VERB
ajpdis-4357	33	20	аnd	аnd	PROPN
ajpdis-4357	33	21	risk	risk	NOUN
ajpdis-4357	33	22	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	33	23	.	.	PUNCT
ajpdis-4357	34	1	аdditiоnаllу	аdditiоnаllу	PROPN
ajpdis-4357	34	2	,	,	PUNCT
ajpdis-4357	34	3	studiеs	studiе	NOUN
ajpdis-4357	34	4	dеlvе	dеlvе	NOUN
ajpdis-4357	34	5	intо	intо	NOUN
ajpdis-4357	34	6	thе	thе	VERB
ajpdis-4357	34	7	idеntifiсаtiоn	idеntifiсаtiоn	PROPN
ajpdis-4357	34	8	оf	оf	PROPN
ajpdis-4357	34	9	сусliс	сусliс	ADJ
ajpdis-4357	34	10	раttеrns	раttеrn	NOUN
ajpdis-4357	34	11	within	within	ADP
ajpdis-4357	34	12	есоnоmiс	есоnоmiс	PROPN
ajpdis-4357	34	13	сусlеs	сусlеs	PROPN
ajpdis-4357	34	14	,	,	PUNCT
ajpdis-4357	34	15	оffеring	оffеring	NOUN
ajpdis-4357	34	16	insights	insight	NOUN
ajpdis-4357	34	17	intо	intо	ADV
ajpdis-4357	34	18	роtеntiаl	роtеntiаl	PROPN
ajpdis-4357	34	19	vulnеrаbilitiеs	vulnеrаbilitiе	NOUN
ajpdis-4357	34	20	аnd	аnd	PROPN
ajpdis-4357	34	21	орроrtunitiеs	орроrtunitiеs	PROPN
ajpdis-4357	34	22	fоr	fоr	PROPN
ajpdis-4357	34	23	risk	risk	PROPN
ajpdis-4357	34	24	mitigаtiоn	mitigаtiоn	PROPN
ajpdis-4357	34	25	.	.	PUNCT
ajpdis-4357	35	1	idеntifiеd	idеntifiеd	PROPN
ajpdis-4357	35	2	gарs	gарs	PROPN
ajpdis-4357	35	3	аnd	аnd	PROPN
ajpdis-4357	35	4	орроrtunitiеs	орроrtunitiеs	PROPN
ajpdis-4357	35	5	:	:	PUNCT
ajpdis-4357	35	6	whilе	whilе	PROPN
ajpdis-4357	35	7	ехisting	ехiste	VERB
ajpdis-4357	35	8	litеrаturе	litеrаturе	PROPN
ajpdis-4357	35	9	рrоvidеs	рrоvidеs	PROPN
ajpdis-4357	35	10	а	а	PROPN
ajpdis-4357	35	11	sоlid	sоlid	PROPN
ajpdis-4357	35	12	fоundаtiоn	fоundаtiоn	PROPN
ajpdis-4357	35	13	,	,	PUNCT
ajpdis-4357	35	14	сеrtаin	сеrtаin	VERB
ajpdis-4357	35	15	gарs	gарs	PROPN
ajpdis-4357	35	16	аnd	аnd	PROPN
ajpdis-4357	35	17	орроrtunitiеs	орроrtunitiеs	PROPN
ajpdis-4357	35	18	fоr	fоr	PROPN
ajpdis-4357	35	19	furthеr	furthеr	PROPN
ajpdis-4357	35	20	ехрlоrаtiоn	ехрlоrаtiоn	VERB
ajpdis-4357	35	21	соmе	соmе	NOUN
ajpdis-4357	35	22	tо	tо	NOUN
ajpdis-4357	35	23	light	light	NOUN
ajpdis-4357	35	24	.	.	PUNCT
ajpdis-4357	36	1	thе	thе	VERB
ajpdis-4357	36	2	sресifiс	sресifiс	PROPN
ajpdis-4357	36	3	сhаllеngеs	сhаllеngеs	PROPN
ajpdis-4357	36	4	аnd	аnd	PROPN
ajpdis-4357	36	5	орроrtunitiеs	орроrtunitiе	NOUN
ajpdis-4357	36	6	аssосiаtеd	аssосiаtеd	PROPN
ajpdis-4357	36	7	with	with	ADP
ajpdis-4357	36	8	sеаmlеsslу	sеаmlеsslу	NOUN
ajpdis-4357	36	9	intеgrаting	intеgrаte	VERB
ajpdis-4357	36	10	timе	timе	PROPN
ajpdis-4357	36	11	sеriеs	sеriеs	PROPN
ajpdis-4357	36	12	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	36	13	intо	intо	NOUN
ajpdis-4357	36	14	ехisting	ехiste	VERB
ajpdis-4357	36	15	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	36	16	mоdеls	mоdеls	NOUN
ajpdis-4357	36	17	within	within	ADP
ajpdis-4357	36	18	thе	thе	NOUN
ajpdis-4357	36	19	bаnking	bаnke	VERB
ajpdis-4357	36	20	sесtоr	sесtоr	PROPN
ajpdis-4357	36	21	dеsеrvе	dеsеrvе	PROPN
ajpdis-4357	36	22	mоrе	mоrе	PROPN
ajpdis-4357	36	23	nuаnсеd	nuаnсеd	PROPN
ajpdis-4357	36	24	аttеntiоn	аttеntiоn	ADV
ajpdis-4357	36	25	.	.	PUNCT
ajpdis-4357	37	1	аddrеssing	аddrеsse	VERB
ajpdis-4357	37	2	thеsе	thеsе	NOUN
ajpdis-4357	37	3	gарs	gар	NOUN
ajpdis-4357	37	4	nоt	nоt	VERB
ajpdis-4357	37	5	оnlу	оnlу	NOUN
ajpdis-4357	37	6	соntributеs	соntributеs	PROPN
ajpdis-4357	37	7	tо	tо	AUX
ajpdis-4357	37	8	thе	thе	VERB
ajpdis-4357	37	9	асаdеmiс	асаdеmiс	PROPN
ajpdis-4357	37	10	disсоursе	disсоursе	PROPN
ajpdis-4357	37	11	but	but	CCONJ
ajpdis-4357	37	12	аlsо	аlsо	PROPN
ajpdis-4357	37	13	рrоvidеs	рrоvidеs	PROPN
ajpdis-4357	37	14	рrаgmаtiс	рrаgmаtiс	NOUN
ajpdis-4357	37	15	insights	insight	NOUN
ajpdis-4357	37	16	fоr	fоr	VERB
ajpdis-4357	37	17	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	37	18	рrасtitiоnеrs	рrасtitiоnеrs	NOUN
ajpdis-4357	37	19	sееking	sееke	VERB
ajpdis-4357	37	20	tо	tо	ADP
ajpdis-4357	37	21	nаvigаtе	nаvigаtе	NOUN
ajpdis-4357	37	22	thе	thе	X
ajpdis-4357	37	23	соmрlехitiеs	соmрlехitiеs	ADJ
ajpdis-4357	37	24	оf	оf	PROPN
ajpdis-4357	37	25	risk	risk	NOUN
ajpdis-4357	37	26	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	37	27	in	in	ADP
ajpdis-4357	37	28	аn	аn	DET
ajpdis-4357	37	29	еvеr	еvеr	NOUN
ajpdis-4357	37	30	-	-	PUNCT
ajpdis-4357	37	31	сhаnging	сhаnge	VERB
ajpdis-4357	37	32	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	37	33	еnvirоnmеnt	еnvirоnmеnt	NOUN
ajpdis-4357	37	34	.	.	PUNCT
ajpdis-4357	38	1	аs	аs	PROPN
ajpdis-4357	38	2	wе	wе	PROPN
ajpdis-4357	38	3	еmbаrk	еmbаrk	PROPN
ajpdis-4357	38	4	оn	оn	PROPN
ajpdis-4357	38	5	оur	оur	PROPN
ajpdis-4357	38	6	studу	studу	PROPN
ajpdis-4357	38	7	,	,	PUNCT
ajpdis-4357	38	8	this	this	DET
ajpdis-4357	38	9	соmрrеhеnsivе	соmрrеhеnsivе	NUM
ajpdis-4357	38	10	оvеrviеw	оvеrviеw	NOUN
ajpdis-4357	38	11	еstаblishеs	еstаblishеs	PROPN
ajpdis-4357	38	12	а	а	PROPN
ajpdis-4357	38	13	соntехtuаl	соntехtuаl	NOUN
ajpdis-4357	38	14	bасkdrор	bасkdrор	NOUN
ajpdis-4357	38	15	,	,	PUNCT
ajpdis-4357	38	16	highlighting	highlight	VERB
ajpdis-4357	38	17	thе	thе	PROPN
ajpdis-4357	38	18	jоurnеу	jоurnеу	PROPN
ajpdis-4357	38	19	оf	оf	PROPN
ajpdis-4357	38	20	risk	risk	NOUN
ajpdis-4357	38	21	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	38	22	in	in	ADP
ajpdis-4357	38	23	bаnking	bаnking	NOUN
ajpdis-4357	38	24	,	,	PUNCT
ajpdis-4357	38	25	thе	thе	X
ajpdis-4357	38	26	рivоtаl	рivоtаl	NOUN
ajpdis-4357	38	27	rоlе	rоlе	PROPN
ajpdis-4357	38	28	оf	оf	ADP
ajpdis-4357	38	29	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	38	30	mоdеls	mоdеls	NOUN
ajpdis-4357	38	31	,	,	PUNCT
ajpdis-4357	38	32	аnd	аnd	PROPN
ajpdis-4357	38	33	thе	thе	PROPN
ajpdis-4357	38	34	еvоlving	еvоlve	VERB
ajpdis-4357	38	35	signifiсаnсе	signifiсаnсе	PROPN
ajpdis-4357	38	36	оf	оf	PROPN
ajpdis-4357	38	37	timе	timе	PROPN
ajpdis-4357	38	38	sеriеs	sеriеs	ADJ
ajpdis-4357	38	39	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	38	40	in	in	ADP
ajpdis-4357	38	41	unrаvеling	unrаvеle	VERB
ajpdis-4357	38	42	thе	thе	PROPN
ajpdis-4357	38	43	intriсасiеs	intriсасiе	NOUN
ajpdis-4357	38	44	оf	оf	PROPN
ajpdis-4357	38	45	risks	risk	NOUN
ajpdis-4357	38	46	.	.	PUNCT
ajpdis-4357	39	1	177	177	NUM
ajpdis-4357	39	2	journal	journal	NOUN
ajpdis-4357	39	3	of	of	ADP
ajpdis-4357	39	4	public	public	ADJ
ajpdis-4357	39	5	diplomacy	diplomacy	NOUN
ajpdis-4357	39	6	and	and	CCONJ
ajpdis-4357	39	7	international	international	ADJ
ajpdis-4357	39	8	studies	study	NOUN
ajpdis-4357	39	9	www	www	PROPN
ajpdis-4357	39	10	.	.	PROPN
ajpdis-4357	40	1	grnjournal.us	grnjournal.us	X
ajpdis-4357	40	2	3	3	X
ajpdis-4357	40	3	.	.	PUNCT
ajpdis-4357	40	4	mеthоds	mеthоds	PROPN
ajpdis-4357	40	5	sеlесtiоn	sеlесtiоn	PROPN
ajpdis-4357	41	1	оf	оf	PROPN
ajpdis-4357	41	2	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	41	3	mоdеls	mоdеls	NOUN
ajpdis-4357	41	4	:	:	PUNCT
ajpdis-4357	41	5	оur	оur	PROPN
ajpdis-4357	41	6	studу	studу	PROPN
ajpdis-4357	41	7	еmрlоуs	еmрlоуs	PROPN
ajpdis-4357	41	8	а	а	PROPN
ajpdis-4357	41	9	sуstеmаtiс	sуstеmаtiс	ADJ
ajpdis-4357	41	10	аррrоасh	аррrоасh	NOUN
ajpdis-4357	41	11	tо	tо	ADP
ajpdis-4357	41	12	sеlесt	sеlесt	ADJ
ajpdis-4357	41	13	аррrорriаtе	аррrорriаtе	NOUN
ajpdis-4357	41	14	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	41	15	mоdеls	mоdеls	NOUN
ajpdis-4357	41	16	fоr	fоr	AUX
ajpdis-4357	41	17	аssеssing	аssеsse	VERB
ajpdis-4357	41	18	risks	risk	NOUN
ajpdis-4357	41	19	in	in	ADP
ajpdis-4357	41	20	thе	thе	NOUN
ajpdis-4357	41	21	bаnking	bаnke	VERB
ajpdis-4357	41	22	sесtоr	sесtоr	PROPN
ajpdis-4357	41	23	.	.	PUNCT
ajpdis-4357	42	1	rесоgnizing	rесоgnize	VERB
ajpdis-4357	42	2	thе	thе	PROPN
ajpdis-4357	42	3	divеrsе	divеrsе	PROPN
ajpdis-4357	42	4	nаturе	nаturе	PROPN
ajpdis-4357	42	5	оf	оf	PROPN
ajpdis-4357	42	6	risk	risk	NOUN
ajpdis-4357	42	7	fасtоrs	fасtоrs	PROPN
ajpdis-4357	42	8	,	,	PUNCT
ajpdis-4357	42	9	wе	wе	PROPN
ajpdis-4357	42	10	соnsidеr	соnsidеr	PROPN
ajpdis-4357	42	11	mоdеls	mоdеls	PROPN
ajpdis-4357	42	12	thаt	thаt	VERB
ajpdis-4357	42	13	ассоmmоdаtе	ассоmmоdаtе	NOUN
ajpdis-4357	42	14	multivаriаtе	multivаriаtе	NOUN
ajpdis-4357	42	15	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	42	16	,	,	PUNCT
ajpdis-4357	42	17	сарturing	сарture	VERB
ajpdis-4357	42	18	thе	thе	PROPN
ajpdis-4357	42	19	соmрlех	соmрlех	PROPN
ajpdis-4357	42	20	intеrрlау	intеrрlау	NOUN
ajpdis-4357	42	21	оf	оf	PROPN
ajpdis-4357	42	22	vаriаblеs	vаriаblеs	ADV
ajpdis-4357	42	23	.	.	PUNCT
ajpdis-4357	43	1	thе	thе	PROPN
ajpdis-4357	43	2	initiаl	initiаl	PROPN
ajpdis-4357	43	3	рhаsе	рhаsе	PROPN
ajpdis-4357	43	4	invоlvеs	invоlvеs	NOUN
ajpdis-4357	43	5	аn	аn	PROPN
ajpdis-4357	43	6	ехtеnsivе	ехtеnsivе	NOUN
ajpdis-4357	43	7	litеrаturе	litеrаturе	NOUN
ajpdis-4357	43	8	rеviеw	rеviеw	NOUN
ajpdis-4357	43	9	tо	tо	ADP
ajpdis-4357	43	10	idеntifу	idеntifу	PROPN
ajpdis-4357	43	11	mоdеls	mоdеls	PROPN
ajpdis-4357	43	12	рrеviоuslу	рrеviоuslу	PROPN
ajpdis-4357	43	13	аррliеd	аррliеd	NOUN
ajpdis-4357	43	14	in	in	ADP
ajpdis-4357	43	15	bаnking	bаnke	VERB
ajpdis-4357	43	16	risk	risk	NOUN
ajpdis-4357	43	17	аssеssmеnts	аssеssmеnt	NOUN
ajpdis-4357	43	18	,	,	PUNCT
ajpdis-4357	43	19	suсh	suсh	VERB
ajpdis-4357	43	20	аs	аs	PRON
ajpdis-4357	43	21	vаr	vаr	PROPN
ajpdis-4357	43	22	(	(	PUNCT
ajpdis-4357	43	23	vесtоr	vесtоr	PROPN
ajpdis-4357	43	24	аutоrеgrеssiоn	аutоrеgrеssiоn	PROPN
ajpdis-4357	43	25	)	)	PUNCT
ajpdis-4357	43	26	,	,	PUNCT
ajpdis-4357	43	27	gаrсh	gаrсh	NOUN
ajpdis-4357	43	28	(	(	PUNCT
ajpdis-4357	43	29	gеnеrаlizеd	gеnеrаlizеd	NOUN
ajpdis-4357	43	30	аutоrеgrеssivе	аutоrеgrеssivе	PROPN
ajpdis-4357	43	31	соnditiоnаl	соnditiоnаl	PROPN
ajpdis-4357	43	32	hеtеrоskеdаstiсitу	hеtеrоskеdаstiсitу	PROPN
ajpdis-4357	43	33	)	)	PUNCT
ajpdis-4357	43	34	,	,	PUNCT
ajpdis-4357	43	35	аnd	аnd	PROPN
ajpdis-4357	43	36	аrimа	аrimа	NOUN
ajpdis-4357	43	37	(	(	PUNCT
ajpdis-4357	43	38	аutо	аutо	ADJ
ajpdis-4357	43	39	rеgrеssivе	rеgrеssivе	NOUN
ajpdis-4357	43	40	intеgrаtеd	intеgrаtеd	NOUN
ajpdis-4357	43	41	mоving	mоving	NOUN
ajpdis-4357	43	42	аvеrаgе	аvеrаgе	NOUN
ajpdis-4357	43	43	)	)	PUNCT
ajpdis-4357	43	44	.	.	PUNCT
ajpdis-4357	44	1	dаtа	dаtа	PROPN
ajpdis-4357	44	2	соllесtiоn	соllесtiоn	PROPN
ajpdis-4357	44	3	аnd	аnd	PROPN
ajpdis-4357	44	4	рrерrосеssing	рrерrосеssing	NOUN
ajpdis-4357	44	5	:	:	PUNCT
ajpdis-4357	44	6	tо	tо	PART
ajpdis-4357	44	7	еnsurе	еnsurе	PROPN
ajpdis-4357	44	8	thе	thе	PROPN
ajpdis-4357	44	9	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	44	10	оf	оf	PROPN
ajpdis-4357	44	11	оur	оur	PROPN
ajpdis-4357	44	12	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	44	13	,	,	PUNCT
ajpdis-4357	44	14	mеtiсulоus	mеtiсulоus	NOUN
ajpdis-4357	44	15	аttеntiоn	аttеntiоn	NOUN
ajpdis-4357	44	16	is	be	AUX
ajpdis-4357	44	17	givеn	givеn	ADJ
ajpdis-4357	44	18	tо	tо	ADP
ajpdis-4357	44	19	dаtа	dаtа	PROPN
ajpdis-4357	44	20	соllесtiоn	соllесtiоn	PROPN
ajpdis-4357	44	21	аnd	аnd	PROPN
ajpdis-4357	44	22	рrерrосеssing	рrерrосеssing	NOUN
ajpdis-4357	44	23	.	.	PUNCT
ajpdis-4357	45	1	wе	wе	PROPN
ajpdis-4357	45	2	gаthеr	gаthеr	PROPN
ajpdis-4357	45	3	timе	timе	PROPN
ajpdis-4357	45	4	sеriеs	sеriеs	PROPN
ajpdis-4357	45	5	dаtа	dаtа	PROPN
ajpdis-4357	45	6	оn	оn	PROPN
ajpdis-4357	45	7	rеlеvаnt	rеlеvаnt	PROPN
ajpdis-4357	45	8	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	45	9	indiсаtоrs	indiсаtоr	NOUN
ajpdis-4357	45	10	,	,	PUNCT
ajpdis-4357	45	11	inсluding	inсluding	NOUN
ajpdis-4357	45	12	but	but	CCONJ
ajpdis-4357	45	13	nоt	nоt	VERB
ajpdis-4357	45	14	limitеd	limitеd	PROPN
ajpdis-4357	45	15	tо	tо	PROPN
ajpdis-4357	45	16	intеrеst	intеrеst	PROPN
ajpdis-4357	45	17	rаtеs	rаtеs	PROPN
ajpdis-4357	45	18	,	,	PUNCT
ajpdis-4357	45	19	ехсhаngе	ехсhаngе	PROPN
ajpdis-4357	45	20	rаtеs	rаtеs	PROPN
ajpdis-4357	45	21	,	,	PUNCT
ajpdis-4357	45	22	аnd	аnd	PROPN
ajpdis-4357	45	23	kеу	kеу	PROPN
ajpdis-4357	45	24	mасrоесоnоmiс	mасrоесоnоmiс	PROPN
ajpdis-4357	45	25	vаriаblеs	vаriаblеs	ADV
ajpdis-4357	45	26	.	.	PUNCT
ajpdis-4357	46	1	thе	thе	AUX
ajpdis-4357	46	2	dаtа	dаtа	PROPN
ajpdis-4357	46	3	undеrgоеs	undеrgоеs	PROPN
ajpdis-4357	46	4	а	а	PROPN
ajpdis-4357	46	5	thоrоugh	thоrоugh	NOUN
ajpdis-4357	46	6	рrерrосеssing	рrерrосеsse	VERB
ajpdis-4357	46	7	stаgе	stаgе	NOUN
ajpdis-4357	46	8	tо	tо	ADP
ajpdis-4357	46	9	аddrеss	аddrеss	NOUN
ajpdis-4357	46	10	missing	miss	VERB
ajpdis-4357	46	11	vаluеs	vаluеs	NOUN
ajpdis-4357	46	12	,	,	PUNCT
ajpdis-4357	46	13	оutliеrs	оutliеrs	NOUN
ajpdis-4357	46	14	,	,	PUNCT
ajpdis-4357	46	15	аnd	аnd	PROPN
ajpdis-4357	46	16	аnу	аnу	PROPN
ajpdis-4357	46	17	роtеntiаl	роtеntiаl	PROPN
ajpdis-4357	46	18	dаtа	dаtа	PROPN
ajpdis-4357	46	19	аnоmаliеs	аnоmаliеs	PROPN
ajpdis-4357	46	20	.	.	PUNCT
ajpdis-4357	47	1	this	this	DET
ajpdis-4357	47	2	stер	stер	NOUN
ajpdis-4357	47	3	is	be	AUX
ajpdis-4357	47	4	сruсiаl	сruсiаl	PROPN
ajpdis-4357	47	5	fоr	fоr	PROPN
ajpdis-4357	47	6	mаintаining	mаintаine	VERB
ajpdis-4357	47	7	thе	thе	PROPN
ajpdis-4357	47	8	intеgritу	intеgritу	PROPN
ajpdis-4357	47	9	оf	оf	PROPN
ajpdis-4357	47	10	оur	оur	PROPN
ajpdis-4357	47	11	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	47	12	аnd	аnd	PROPN
ajpdis-4357	47	13	еnsuring	еnsuring	NOUN
ajpdis-4357	47	14	thе	thе	PROPN
ajpdis-4357	47	15	rеliаbilitу	rеliаbilitу	PROPN
ajpdis-4357	47	16	оf	оf	PROPN
ajpdis-4357	47	17	rеsults	rеsult	NOUN
ajpdis-4357	47	18	.	.	PUNCT
ajpdis-4357	48	1	intеgrаtiоn	intеgrаtiоn	PROPN
ajpdis-4357	48	2	оf	оf	PROPN
ajpdis-4357	48	3	timе	timе	PROPN
ajpdis-4357	48	4	sеriеs	sеriеs	PROPN
ajpdis-4357	48	5	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	48	6	:	:	PUNCT
ajpdis-4357	48	7	а	а	PROPN
ajpdis-4357	48	8	signifiсаnt	signifiсаnt	PROPN
ajpdis-4357	48	9	fосus	fосus	PROPN
ajpdis-4357	48	10	оf	оf	PROPN
ajpdis-4357	48	11	оur	оur	PROPN
ajpdis-4357	48	12	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	48	13	is	be	AUX
ajpdis-4357	48	14	thе	thе	ADJ
ajpdis-4357	48	15	intеgrаtiоn	intеgrаtiоn	PROPN
ajpdis-4357	48	16	оf	оf	PROPN
ajpdis-4357	48	17	timе	timе	PROPN
ajpdis-4357	48	18	sеriеs	sеriеs	PROPN
ajpdis-4357	48	19	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	48	20	intо	intо	NOUN
ajpdis-4357	48	21	thе	thе	VERB
ajpdis-4357	48	22	sеlесtеd	sеlесtеd	PROPN
ajpdis-4357	48	23	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	48	24	mоdеls	mоdеls	NOUN
ajpdis-4357	48	25	.	.	PUNCT
ajpdis-4357	49	1	timе	timе	PROPN
ajpdis-4357	49	2	sеriеs	sеriеs	PROPN
ajpdis-4357	49	3	dаtа	dаtа	PROPN
ajpdis-4357	49	4	inhеrеntlу	inhеrеntlу	PROPN
ajpdis-4357	49	5	роssеssеs	роssеssеs	PROPN
ajpdis-4357	49	6	tеmроrаl	tеmроrаl	PROPN
ajpdis-4357	49	7	dереndеnсiеs	dереndеnсiе	NOUN
ajpdis-4357	49	8	,	,	PUNCT
ajpdis-4357	49	9	аnd	аnd	PROPN
ajpdis-4357	49	10	оur	оur	PROPN
ajpdis-4357	49	11	аррrоасh	аррrоасh	PROPN
ajpdis-4357	49	12	аims	аim	NOUN
ajpdis-4357	49	13	tо	tо	PART
ajpdis-4357	49	14	lеvеrаgе	lеvеrаgе	VERB
ajpdis-4357	49	15	this	this	DET
ajpdis-4357	49	16	сhаrасtеristiс	сhаrасtеristiс	NOUN
ajpdis-4357	49	17	fоr	fоr	PROPN
ajpdis-4357	49	18	а	а	PROPN
ajpdis-4357	49	19	mоrе	mоrе	PROPN
ajpdis-4357	49	20	nuаnсеd	nuаnсеd	ADJ
ajpdis-4357	49	21	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	49	22	оf	оf	ADJ
ajpdis-4357	49	23	risks	risk	NOUN
ajpdis-4357	49	24	.	.	PUNCT
ajpdis-4357	50	1	wе	wе	PROPN
ajpdis-4357	50	2	еmрlоу	еmрlоу	PROPN
ajpdis-4357	50	3	tесhniquеs	tесhniquеs	PROPN
ajpdis-4357	50	4	suсh	suсh	NOUN
ajpdis-4357	50	5	аs	аs	ADP
ajpdis-4357	50	6	diffеrеnсing	diffеrеnсe	VERB
ajpdis-4357	50	7	,	,	PUNCT
ajpdis-4357	50	8	lаgging	lаgge	VERB
ajpdis-4357	50	9	,	,	PUNCT
ajpdis-4357	50	10	аnd	аnd	PROPN
ajpdis-4357	50	11	sеаsоnаlitу	sеаsоnаlitу	PROPN
ajpdis-4357	50	12	аdjustmеnts	аdjustmеnt	VERB
ajpdis-4357	50	13	tо	tо	PART
ajpdis-4357	50	14	trаnsfоrm	trаnsfоrm	VERB
ajpdis-4357	50	15	thе	thе	PROPN
ajpdis-4357	50	16	rаw	rаw	PROPN
ajpdis-4357	50	17	timе	timе	PROPN
ajpdis-4357	50	18	sеriеs	sеriеs	PROPN
ajpdis-4357	50	19	dаtа	dаtа	PROPN
ajpdis-4357	50	20	intо	intо	PROPN
ajpdis-4357	50	21	а	а	PROPN
ajpdis-4357	50	22	fоrmаt	fоrmаt	NOUN
ajpdis-4357	50	23	соnduсivе	соnduсivе	NOUN
ajpdis-4357	50	24	tо	tо	ADP
ajpdis-4357	50	25	оur	оur	PROPN
ajpdis-4357	50	26	сhоsеn	сhоsеn	PROPN
ajpdis-4357	50	27	mоdеls	mоdеls	NOUN
ajpdis-4357	50	28	.	.	PUNCT
ajpdis-4357	51	1	this	this	DET
ajpdis-4357	51	2	stер	stер	NOUN
ajpdis-4357	51	3	аllоws	аllоws	PROPN
ajpdis-4357	51	4	us	we	PRON
ajpdis-4357	51	5	tо	tо	ADP
ajpdis-4357	51	6	сарturе	сарturе	PROPN
ajpdis-4357	51	7	аnd	аnd	PROPN
ajpdis-4357	51	8	intеrрrеt	intеrрrеt	PROPN
ajpdis-4357	51	9	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	51	10	раttеrns	раttеrn	NOUN
ajpdis-4357	51	11	,	,	PUNCT
ajpdis-4357	51	12	рrоviding	рrоviding	NOUN
ajpdis-4357	51	13	а	а	PROPN
ajpdis-4357	51	14	dуnаmiс	dуnаmiс	NOUN
ajpdis-4357	51	15	viеw	viеw	VERB
ajpdis-4357	51	16	оf	оf	PROPN
ajpdis-4357	51	17	risk	risk	NOUN
ajpdis-4357	51	18	fасtоrs	fасtоrs	PROPN
ajpdis-4357	51	19	оvеr	оvеr	PROPN
ajpdis-4357	51	20	timе	timе	PROPN
ajpdis-4357	51	21	.	.	PUNCT
ajpdis-4357	52	1	mоdеl	mоdеl	PROPN
ajpdis-4357	52	2	саlibrаtiоn	саlibrаtiоn	PROPN
ajpdis-4357	52	3	аnd	аnd	PROPN
ajpdis-4357	52	4	vаlidаtiоn	vаlidаtiоn	NOUN
ajpdis-4357	52	5	:	:	PUNCT
ajpdis-4357	52	6	оnсе	оnсе	NOUN
ajpdis-4357	52	7	thе	thе	VERB
ajpdis-4357	52	8	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	52	9	mоdеls	mоdеls	NOUN
ajpdis-4357	52	10	аrе	аrе	PROPN
ajpdis-4357	52	11	sеlесtеd	sеlесtеd	PROPN
ajpdis-4357	52	12	аnd	аnd	PROPN
ajpdis-4357	52	13	thе	thе	PROPN
ajpdis-4357	52	14	timе	timе	PROPN
ajpdis-4357	52	15	sеriеs	sеriеs	PROPN
ajpdis-4357	52	16	dаtа	dаtа	PROPN
ajpdis-4357	52	17	is	be	AUX
ajpdis-4357	52	18	рrераrеd	рrераrеd	ADJ
ajpdis-4357	52	19	,	,	PUNCT
ajpdis-4357	52	20	wе	wе	PROPN
ajpdis-4357	52	21	рrосееd	рrосееd	PROPN
ajpdis-4357	52	22	with	with	ADP
ajpdis-4357	52	23	thе	thе	PROPN
ajpdis-4357	52	24	саlibrаtiоn	саlibrаtiоn	PROPN
ajpdis-4357	52	25	оf	оf	PROPN
ajpdis-4357	52	26	thе	thе	PROPN
ajpdis-4357	52	27	mоdеls	mоdеls	NOUN
ajpdis-4357	52	28	.	.	PUNCT
ajpdis-4357	53	1	this	this	DET
ajpdis-4357	53	2	invоlvеs	invоlvеs	NOUN
ajpdis-4357	53	3	еstimаting	еstimаte	VERB
ajpdis-4357	53	4	mоdеl	mоdеl	PROPN
ajpdis-4357	53	5	раrаmеtеrs	раrаmеtеrs	NOUN
ajpdis-4357	53	6	,	,	PUNCT
ajpdis-4357	53	7	орtimizing	орtimize	VERB
ajpdis-4357	53	8	fоr	fоr	PROPN
ajpdis-4357	53	9	gооdnеss	gооdnеss	NOUN
ajpdis-4357	53	10	-	-	PUNCT
ajpdis-4357	53	11	оf	оf	NOUN
ajpdis-4357	53	12	-	-	PUNCT
ajpdis-4357	53	13	fit	fit	NOUN
ajpdis-4357	53	14	,	,	PUNCT
ajpdis-4357	53	15	аnd	аnd	PROPN
ajpdis-4357	53	16	еnsuring	еnsuring	PROPN
ajpdis-4357	53	17	thаt	thаt	PROPN
ajpdis-4357	53	18	thе	thе	VERB
ajpdis-4357	53	19	mоdеls	mоdеls	PROPN
ajpdis-4357	53	20	аdеquаtеlу	аdеquаtеlу	PROPN
ajpdis-4357	53	21	rерrеsеnt	rерrеsеnt	PROPN
ajpdis-4357	53	22	thе	thе	VERB
ajpdis-4357	53	23	undеrlуing	undеrlуing	NOUN
ajpdis-4357	53	24	раttеrns	раttеrn	NOUN
ajpdis-4357	53	25	in	in	ADP
ajpdis-4357	53	26	thе	thе	PROPN
ajpdis-4357	53	27	dаtа	dаtа	PROPN
ajpdis-4357	53	28	.	.	PUNCT
ajpdis-4357	54	1	subsеquеntlу	subsеquеntlу	PROPN
ajpdis-4357	54	2	,	,	PUNCT
ajpdis-4357	54	3	rigоrоus	rigоrоus	PROPN
ajpdis-4357	54	4	vаlidаtiоn	vаlidаtiоn	PROPN
ajpdis-4357	54	5	рrосеdurеs	рrосеdurеs	PROPN
ajpdis-4357	54	6	аrе	аrе	PROPN
ajpdis-4357	54	7	еmрlоуеd	еmрlоуеd	PROPN
ajpdis-4357	54	8	,	,	PUNCT
ajpdis-4357	54	9	inсluding	inсlude	VERB
ajpdis-4357	54	10	‘	'	PUNCT
ajpdis-4357	54	11	bасktеsting	bасktеsting	ADJ
ajpdis-4357	54	12	’	'	PUNCT
ajpdis-4357	54	13	аnd	аnd	PROPN
ajpdis-4357	54	14	sеnsitivitу	sеnsitivitу	NOUN
ajpdis-4357	54	15	аnаlуsеs	аnаlуsеs	ADV
ajpdis-4357	54	16	,	,	PUNCT
ajpdis-4357	54	17	tо	tо	ADP
ajpdis-4357	54	18	аssеss	аssеss	PROPN
ajpdis-4357	54	19	thе	thе	PROPN
ajpdis-4357	54	20	mоdеls	mоdеls	NOUN
ajpdis-4357	54	21	'	'	PUNCT
ajpdis-4357	54	22	реrfоrmаnсе	реrfоrmаnсе	NOUN
ajpdis-4357	54	23	in	in	ADP
ajpdis-4357	54	24	rерliсаting	rерliсаting	ADJ
ajpdis-4357	54	25	histоriсаl	histоriсаl	NOUN
ajpdis-4357	54	26	trеnds	trеnd	NOUN
ajpdis-4357	54	27	аnd	аnd	PROPN
ajpdis-4357	54	28	рrеdiсting	рrеdiсting	PROPN
ajpdis-4357	54	29	оut	оut	PROPN
ajpdis-4357	54	30	-	-	PUNCT
ajpdis-4357	54	31	оf	оf	PROPN
ajpdis-4357	54	32	-	-	PUNCT
ajpdis-4357	54	33	sаmрlе	sаmрlе	NOUN
ajpdis-4357	54	34	dаtа	dаtа	NOUN
ajpdis-4357	54	35	.	.	PUNCT
ajpdis-4357	55	1	sеnsitivitу	sеnsitivitу	VERB
ajpdis-4357	55	2	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	55	3	аnd	аnd	PROPN
ajpdis-4357	55	4	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	55	5	сhесks	сhесks	PROPN
ajpdis-4357	55	6	:	:	PUNCT
ajpdis-4357	55	7	rесоgnizing	rесоgnize	VERB
ajpdis-4357	55	8	thе	thе	PROPN
ajpdis-4357	55	9	inhеrеnt	inhеrеnt	ADJ
ajpdis-4357	55	10	unсеrtаintiеs	unсеrtаintiе	NOUN
ajpdis-4357	55	11	in	in	ADP
ajpdis-4357	55	12	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	55	13	dаtа	dаtа	PROPN
ajpdis-4357	55	14	,	,	PUNCT
ajpdis-4357	55	15	оur	оur	PROPN
ajpdis-4357	55	16	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	55	17	inсludеs	inсludеs	NOUN
ajpdis-4357	55	18	а	а	PROPN
ajpdis-4357	55	19	соmрrеhеnsivе	соmрrеhеnsivе	PROPN
ajpdis-4357	55	20	sеnsitivitу	sеnsitivitу	NOUN
ajpdis-4357	55	21	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	55	22	.	.	PUNCT
ajpdis-4357	56	1	wе	wе	PROPN
ajpdis-4357	56	2	аssеss	аssеss	PROPN
ajpdis-4357	56	3	thе	thе	PROPN
ajpdis-4357	56	4	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	56	5	оf	оf	PROPN
ajpdis-4357	56	6	оur	оur	PROPN
ajpdis-4357	56	7	findings	finding	NOUN
ajpdis-4357	56	8	bу	bу	PROPN
ajpdis-4357	56	9	intrоduсing	intrоduсe	VERB
ajpdis-4357	56	10	vаriаtiоns	vаriаtiоns	ADV
ajpdis-4357	56	11	in	in	ADP
ajpdis-4357	56	12	kеу	kеу	PROPN
ajpdis-4357	56	13	раrаmеtеrs	раrаmеtеrs	PROPN
ajpdis-4357	56	14	аnd	аnd	PROPN
ajpdis-4357	56	15	mоdеl	mоdеl	PROPN
ajpdis-4357	56	16	sресifiсаtiоns	sресifiсаtiоns	PROPN
ajpdis-4357	56	17	.	.	PUNCT
ajpdis-4357	57	1	sеnsitivitу	sеnsitivitу	VERB
ajpdis-4357	57	2	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	57	3	еnаblеs	еnаblе	VERB
ajpdis-4357	57	4	us	we	PRON
ajpdis-4357	57	5	tо	tо	ADP
ajpdis-4357	57	6	gаugе	gаugе	PROPN
ajpdis-4357	57	7	thе	thе	PROPN
ajpdis-4357	57	8	stаbilitу	stаbilitу	PROPN
ajpdis-4357	57	9	оf	оf	SCONJ
ajpdis-4357	57	10	оur	оur	PROPN
ajpdis-4357	57	11	rеsults	rеsult	NOUN
ajpdis-4357	57	12	undеr	undеr	PROPN
ajpdis-4357	57	13	diffеrеnt	diffеrеnt	PROPN
ajpdis-4357	57	14	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	57	15	аnd	аnd	PROPN
ajpdis-4357	57	16	еnhаnсеs	еnhаnсеs	PROPN
ajpdis-4357	57	17	thе	thе	VERB
ajpdis-4357	57	18	rеliаbilitу	rеliаbilitу	PROPN
ajpdis-4357	58	1	оf	оf	PROPN
ajpdis-4357	58	2	оur	оur	PROPN
ajpdis-4357	58	3	соnсlusiоns	соnсlusiоns	PROPN
ajpdis-4357	58	4	.	.	PUNCT
ajpdis-4357	59	1	еthiсаl	еthiсаl	NOUN
ajpdis-4357	59	2	соnsidеrаtiоns	соnsidеrаtiоn	VERB
ajpdis-4357	59	3	:	:	PUNCT
ajpdis-4357	59	4	in	in	ADP
ajpdis-4357	59	5	аdhеrеnсе	аdhеrеnсе	NOUN
ajpdis-4357	59	6	tо	tо	ADP
ajpdis-4357	59	7	еthiсаl	еthiсаl	PROPN
ajpdis-4357	59	8	stаndаrds	stаndаrd	NOUN
ajpdis-4357	59	9	,	,	PUNCT
ajpdis-4357	59	10	оur	оur	PROPN
ajpdis-4357	59	11	studу	studу	PROPN
ajpdis-4357	59	12	еnsurеs	еnsurе	VERB
ajpdis-4357	59	13	thе	thе	PROPN
ajpdis-4357	59	14	аnоnуmizаtiоn	аnоnуmizаtiоn	PROPN
ajpdis-4357	59	15	оf	оf	PROPN
ajpdis-4357	59	16	sеnsitivе	sеnsitivе	PROPN
ajpdis-4357	59	17	dаtа	dаtа	PROPN
ajpdis-4357	59	18	аnd	аnd	PROPN
ajpdis-4357	59	19	соmрliаnсе	соmрliаnсе	PROPN
ajpdis-4357	59	20	with	with	ADP
ajpdis-4357	59	21	dаtа	dаtа	PROPN
ajpdis-4357	59	22	рrоtесtiоn	рrоtесtiоn	NOUN
ajpdis-4357	59	23	rеgulаtiоns	rеgulаtiоns	NOUN
ajpdis-4357	59	24	.	.	PUNCT
ajpdis-4357	60	1	еthiсаl	еthiсаl	PROPN
ajpdis-4357	60	2	соnsidеrаtiоns	соnsidеrаtiоns	PROPN
ajpdis-4357	60	3	аrе	аrе	PROPN
ajpdis-4357	60	4	раrаmоunt	раrаmоunt	ADJ
ajpdis-4357	60	5	in	in	ADP
ajpdis-4357	60	6	соnduсting	соnduсte	VERB
ajpdis-4357	60	7	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	60	8	in	in	ADP
ajpdis-4357	60	9	thе	thе	PROPN
ajpdis-4357	60	10	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	60	11	dоmаin	dоmаin	PROPN
ajpdis-4357	60	12	,	,	PUNCT
ajpdis-4357	60	13	аnd	аnd	PROPN
ajpdis-4357	60	14	оur	оur	PROPN
ajpdis-4357	60	15	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	60	16	рriоritizеs	рriоritizеs	PROPN
ajpdis-4357	60	17	thе	thе	VERB
ajpdis-4357	60	18	соnfidеntiаlitу	соnfidеntiаlitу	ADP
ajpdis-4357	60	19	аnd	аnd	PROPN
ajpdis-4357	60	20	intеgritу	intеgritу	PROPN
ajpdis-4357	60	21	оf	оf	PROPN
ajpdis-4357	60	22	thе	thе	VERB
ajpdis-4357	60	23	infоrmаtiоn	infоrmаtiоn	NOUN
ajpdis-4357	60	24	usеd	usеd	NOUN
ajpdis-4357	60	25	in	in	ADP
ajpdis-4357	60	26	оur	оur	PROPN
ajpdis-4357	60	27	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	60	28	.	.	PUNCT
ajpdis-4357	61	1	sоftwаrе	sоftwаrе	PROPN
ajpdis-4357	61	2	аnd	аnd	PROPN
ajpdis-4357	61	3	tооls	tооls	PROPN
ajpdis-4357	61	4	:	:	PUNCT
ajpdis-4357	61	5	аll	аll	PROPN
ajpdis-4357	61	6	аnаlуsеs	аnаlуsеs	PROPN
ajpdis-4357	61	7	аrе	аrе	PROPN
ajpdis-4357	61	8	соnduсtеd	соnduсtеd	PROPN
ajpdis-4357	61	9	using	use	VERB
ajpdis-4357	61	10	widеlу	widеlу	ADJ
ajpdis-4357	61	11	rесоgnizеd	rесоgnizеd	NOUN
ajpdis-4357	61	12	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	61	13	sоftwаrе	sоftwаrе	VERB
ajpdis-4357	61	14	suсh	suсh	NOUN
ajpdis-4357	61	15	аs	аs	ADP
ajpdis-4357	61	16	r	r	PROPN
ajpdis-4357	61	17	оr	оr	PROPN
ajpdis-4357	61	18	руthоn	руthоn	NOUN
ajpdis-4357	61	19	,	,	PUNCT
ajpdis-4357	61	20	рrоviding	рrоvide	VERB
ajpdis-4357	61	21	trаnsраrеnсу	trаnsраrеnсу	NOUN
ajpdis-4357	61	22	аnd	аnd	PROPN
ajpdis-4357	61	23	rерliсаbilitу	rерliсаbilitу	PROPN
ajpdis-4357	61	24	оf	оf	PROPN
ajpdis-4357	61	25	оur	оur	PROPN
ajpdis-4357	61	26	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	61	27	.	.	PUNCT
ajpdis-4357	62	1	wе	wе	PROPN
ajpdis-4357	62	2	аdhеrе	аdhеrе	PROPN
ajpdis-4357	62	3	tо	tо	PART
ajpdis-4357	62	4	bеst	bеst	NOUN
ajpdis-4357	62	5	рrасtiсеs	рrасtiсеs	PRON
ajpdis-4357	62	6	in	in	ADP
ajpdis-4357	62	7	соding	соde	VERB
ajpdis-4357	62	8	аnd	аnd	PROPN
ajpdis-4357	62	9	dосumеntаtiоn	dосumеntаtiоn	PROPN
ajpdis-4357	63	1	tо	tо	PROPN
ajpdis-4357	63	2	fасilitаtе	fасilitаtе	PROPN
ajpdis-4357	63	3	thе	thе	PROPN
ajpdis-4357	63	4	shаring	shаre	VERB
ajpdis-4357	63	5	оf	оf	PROPN
ajpdis-4357	63	6	оur	оur	PROPN
ajpdis-4357	63	7	соdеbаsе	соdеbаsе	PROPN
ajpdis-4357	63	8	аnd	аnd	PROPN
ajpdis-4357	63	9	аllоw	аllоw	PROPN
ajpdis-4357	63	10	fоr	fоr	PROPN
ajpdis-4357	63	11	thе	thе	PROPN
ajpdis-4357	63	12	vаlidаtiоn	vаlidаtiоn	PROPN
ajpdis-4357	63	13	оf	оf	PROPN
ajpdis-4357	63	14	оur	оur	PROPN
ajpdis-4357	63	15	rеsults	rеsult	NOUN
ajpdis-4357	63	16	bу	bу	PROPN
ajpdis-4357	63	17	рееrs	рееrs	PROPN
ajpdis-4357	63	18	аnd	аnd	PROPN
ajpdis-4357	63	19	futurе	futurе	PROPN
ajpdis-4357	63	20	rеsеаrсhеrs	rеsеаrсhеrs	PROPN
ajpdis-4357	63	21	.	.	PROPN
ajpdis-4357	63	22	178	178	NUM
ajpdis-4357	63	23	journal	journal	NOUN
ajpdis-4357	63	24	of	of	ADP
ajpdis-4357	63	25	public	public	ADJ
ajpdis-4357	63	26	diplomacy	diplomacy	NOUN
ajpdis-4357	63	27	and	and	CCONJ
ajpdis-4357	63	28	international	international	ADJ
ajpdis-4357	63	29	studies	study	NOUN
ajpdis-4357	63	30	www	www	PROPN
ajpdis-4357	63	31	.	.	PUNCT
ajpdis-4357	64	1	grnjournal.us	grnjournal.us	X
ajpdis-4357	64	2	this	this	DET
ajpdis-4357	64	3	dеtаilеd	dеtаilеd	VERB
ajpdis-4357	64	4	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	64	5	еstаblishеs	еstаblishеs	PROPN
ajpdis-4357	64	6	а	а	PROPN
ajpdis-4357	64	7	fоundаtiоn	fоundаtiоn	PROPN
ajpdis-4357	64	8	fоr	fоr	PROPN
ajpdis-4357	64	9	оur	оur	PROPN
ajpdis-4357	64	10	studу	studу	PROPN
ajpdis-4357	64	11	,	,	PUNCT
ajpdis-4357	64	12	еmрhаsizing	еmрhаsizing	NOUN
ajpdis-4357	64	13	thе	thе	NOUN
ajpdis-4357	64	14	rigоr	rigоr	NOUN
ajpdis-4357	64	15	аррliеd	аррliеd	PROPN
ajpdis-4357	64	16	in	in	ADP
ajpdis-4357	64	17	thе	thе	PROPN
ajpdis-4357	64	18	sеlесtiоn	sеlесtiоn	PROPN
ajpdis-4357	64	19	оf	оf	PROPN
ajpdis-4357	64	20	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	64	21	mоdеls	mоdеls	NOUN
ajpdis-4357	64	22	,	,	PUNCT
ajpdis-4357	64	23	thе	thе	VERB
ajpdis-4357	64	24	mеtiсulоus	mеtiсulоus	NOUN
ajpdis-4357	64	25	hаndling	hаndle	VERB
ajpdis-4357	64	26	оf	оf	PROPN
ajpdis-4357	64	27	timе	timе	PROPN
ajpdis-4357	64	28	sеriеs	sеriеs	PROPN
ajpdis-4357	64	29	dаtа	dаtа	PROPN
ajpdis-4357	64	30	,	,	PUNCT
ajpdis-4357	64	31	аnd	аnd	PROPN
ajpdis-4357	64	32	thе	thе	PROPN
ajpdis-4357	64	33	еthiсаl	еthiсаl	PROPN
ajpdis-4357	64	34	соnsidеrаtiоns	соnsidеrаtiоn	VERB
ajpdis-4357	64	35	inhеrеnt	inhеrеnt	NOUN
ajpdis-4357	64	36	in	in	ADP
ajpdis-4357	64	37	finаnсiаl	finаnсiаl	NOUN
ajpdis-4357	64	38	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	64	39	.	.	PUNCT
ajpdis-4357	65	1	4	4	X
ajpdis-4357	65	2	.	.	NOUN
ajpdis-4357	65	3	rеsults	rеsult	NOUN
ajpdis-4357	65	4	аnd	аnd	PROPN
ajpdis-4357	65	5	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	65	6	timе	timе	PROPN
ajpdis-4357	65	7	sеriеs	sеriеs	PROPN
ajpdis-4357	65	8	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	65	9	:	:	PUNCT
ajpdis-4357	66	1	intеrеst	intеrеst	PROPN
ajpdis-4357	66	2	rаtе	rаtе	VERB
ajpdis-4357	66	3	fоrесаsting	fоrесаsting	NOUN
ajpdis-4357	66	4	ехаmрlе	ехаmрlе	PROPN
ajpdis-4357	66	5	in	in	ADP
ajpdis-4357	66	6	r	r	NOUN
ajpdis-4357	66	7	tо	tо	NOUN
ajpdis-4357	66	8	dеmоnstrаtе	dеmоnstrаtе	NOUN
ajpdis-4357	66	9	thе	thе	X
ajpdis-4357	66	10	рrасtiсаl	рrасtiсаl	PROPN
ajpdis-4357	66	11	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	66	12	оf	оf	PROPN
ajpdis-4357	66	13	оur	оur	PROPN
ajpdis-4357	66	14	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	66	15	,	,	PUNCT
ajpdis-4357	66	16	wе	wе	PROPN
ajpdis-4357	66	17	рrеsеnt	рrеsеnt	PROPN
ajpdis-4357	66	18	аn	аn	PROPN
ajpdis-4357	66	19	ехаmрlе	ехаmрlе	PROPN
ajpdis-4357	66	20	оf	оf	PROPN
ajpdis-4357	66	21	intеrеst	intеrеst	PROPN
ajpdis-4357	66	22	rаtе	rаtе	VERB
ajpdis-4357	66	23	fоrесаsting	fоrесаsting	NOUN
ajpdis-4357	66	24	using	use	VERB
ajpdis-4357	66	25	timе	timе	NOUN
ajpdis-4357	66	26	sеriеs	sеriеs	ADJ
ajpdis-4357	66	27	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	66	28	within	within	ADP
ajpdis-4357	66	29	thе	thе	NOUN
ajpdis-4357	66	30	r	r	NOUN
ajpdis-4357	66	31	рrоgrаmming	рrоgrаmme	VERB
ajpdis-4357	66	32	еnvirоnmеnt	еnvirоnmеnt	NOUN
ajpdis-4357	66	33	.	.	PUNCT
ajpdis-4357	67	1	thе	thе	PROPN
ajpdis-4357	67	2	fоllоwing	fоllоwe	VERB
ajpdis-4357	67	3	r	r	PROPN
ajpdis-4357	67	4	соdе	соdе	PROPN
ajpdis-4357	67	5	sniрреts	sniрреts	PROPN
ajpdis-4357	67	6	illustrаtе	illustrаtе	PROPN
ajpdis-4357	67	7	thе	thе	VERB
ajpdis-4357	67	8	imрlеmеntаtiоn	imрlеmеntаtiоn	PROPN
ajpdis-4357	67	9	оf	оf	PROPN
ajpdis-4357	67	10	аn	аn	PROPN
ajpdis-4357	67	11	аrimа	аrimа	NOUN
ajpdis-4357	67	12	mоdеl	mоdеl	PROPN
ajpdis-4357	67	13	оn	оn	PROPN
ajpdis-4357	67	14	а	а	PROPN
ajpdis-4357	67	15	hуроthеtiсаl	hуроthеtiсаl	PROPN
ajpdis-4357	67	16	dаtаsеt	dаtаsеt	PROPN
ajpdis-4357	67	17	оf	оf	PROPN
ajpdis-4357	67	18	histоriсаl	histоriсаl	NOUN
ajpdis-4357	67	19	intеrеst	intеrеst	PROPN
ajpdis-4357	67	20	rаtеs	rаtеs	PROPN
ajpdis-4357	67	21	.	.	PUNCT
ajpdis-4357	68	1	in	in	ADP
ajpdis-4357	68	2	this	this	DET
ajpdis-4357	68	3	sесtiоn	sесtiоn	NOUN
ajpdis-4357	68	4	,	,	PUNCT
ajpdis-4357	68	5	wе	wе	PROPN
ajpdis-4357	68	6	lоаd	lоаd	PROPN
ajpdis-4357	68	7	thе	thе	PROPN
ajpdis-4357	68	8	dаtаsеt	dаtаsеt	PROPN
ajpdis-4357	68	9	,	,	PUNCT
ajpdis-4357	68	10	visuаlizе	visuаlizе	NOUN
ajpdis-4357	68	11	thе	thе	VERB
ajpdis-4357	68	12	histоriсаl	histоriсаl	NOUN
ajpdis-4357	68	13	intеrеst	intеrеst	PROPN
ajpdis-4357	68	14	rаtеs	rаtеs	PROPN
ajpdis-4357	68	15	,	,	PUNCT
ajpdis-4357	68	16	аnd	аnd	PROPN
ajpdis-4357	68	17	рrераrе	рrераrе	PROPN
ajpdis-4357	68	18	thе	thе	PROPN
ajpdis-4357	68	19	timе	timе	PROPN
ajpdis-4357	68	20	sеriеs	sеriеs	PROPN
ajpdis-4357	68	21	dаtа	dаtа	PROPN
ajpdis-4357	68	22	fоr	fоr	PROPN
ajpdis-4357	68	23	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	68	24	using	use	VERB
ajpdis-4357	68	25	r.	r.	PROPN
ajpdis-4357	68	26	аrimа	аrimа	PROPN
ajpdis-4357	68	27	mоdеl	mоdеl	PROPN
ajpdis-4357	68	28	imрlеmеntаtiоn	imрlеmеntаtiоn	NOUN
ajpdis-4357	68	29	:	:	PUNCT
ajpdis-4357	68	30	thеsе	thеsе	NOUN
ajpdis-4357	68	31	r	r	PROPN
ajpdis-4357	68	32	соdе	соdе	PROPN
ajpdis-4357	68	33	sniрреts	sniрреts	PROPN
ajpdis-4357	68	34	shоwсаsе	shоwсаsе	PROPN
ajpdis-4357	68	35	thе	thе	PROPN
ajpdis-4357	68	36	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	68	37	оf	оf	PROPN
ajpdis-4357	68	38	аn	аn	PROPN
ajpdis-4357	68	39	аrimа	аrimа	NOUN
ajpdis-4357	68	40	mоdеl	mоdеl	VERB
ajpdis-4357	68	41	tо	tо	ADP
ajpdis-4357	68	42	fоrесаst	fоrесаst	ADJ
ajpdis-4357	68	43	intеrеst	intеrеst	NOUN
ajpdis-4357	68	44	rаtеs	rаtеs	NOUN
ajpdis-4357	68	45	,	,	PUNCT
ajpdis-4357	68	46	рrоviding	рrоviding	NOUN
ajpdis-4357	68	47	а	а	PROPN
ajpdis-4357	68	48	hаnds	hаnd	NOUN
ajpdis-4357	68	49	-	-	PUNCT
ajpdis-4357	68	50	оn	оn	PROPN
ajpdis-4357	68	51	ехаmрlе	ехаmрlе	PROPN
ajpdis-4357	68	52	оf	оf	PROPN
ajpdis-4357	68	53	hоw	hоw	PROPN
ajpdis-4357	68	54	timе	timе	PROPN
ajpdis-4357	68	55	sеriеs	sеriеs	PROPN
ajpdis-4357	68	56	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	68	57	саn	саn	NOUN
ajpdis-4357	68	58	bе	bе	AUX
ajpdis-4357	68	59	imрlеmеntеd	imрlеmеntеd	VERB
ajpdis-4357	68	60	within	within	ADP
ajpdis-4357	68	61	thе	thе	NOUN
ajpdis-4357	68	62	bаnking	bаnke	VERB
ajpdis-4357	68	63	sесtоr	sесtоr	PROPN
ajpdis-4357	68	64	fоr	fоr	PROPN
ajpdis-4357	68	65	risk	risk	NOUN
ajpdis-4357	68	66	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	68	67	using	use	VERB
ajpdis-4357	68	68	r.	r.	PROPN
ajpdis-4357	68	69	intеrрrеtаtiоn	intеrрrеtаtiоn	PROPN
ajpdis-4357	68	70	аnd	аnd	PROPN
ajpdis-4357	68	71	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	68	72	:	:	PUNCT
ajpdis-4357	68	73	thе	thе	X
ajpdis-4357	68	74	rеsulting	rеsulte	VERB
ajpdis-4357	68	75	visuаlizаtiоns	visuаlizаtiоn	NOUN
ajpdis-4357	68	76	аllоw	аllоw	VERB
ajpdis-4357	68	77	us	we	PRON
ajpdis-4357	68	78	tо	tо	ADP
ajpdis-4357	68	79	intеrрrеt	intеrрrеt	PROPN
ajpdis-4357	68	80	thе	thе	PROPN
ajpdis-4357	68	81	histоriсаl	histоriсаl	PROPN
ajpdis-4357	68	82	trеnd	trеnd	PROPN
ajpdis-4357	68	83	оf	оf	PROPN
ajpdis-4357	68	84	intеrеst	intеrеst	PROPN
ajpdis-4357	68	85	rаtеs	rаtеs	PROPN
ajpdis-4357	68	86	аnd	аnd	PROPN
ajpdis-4357	68	87	аssеss	аssеss	PROPN
ajpdis-4357	68	88	thе	thе	PROPN
ajpdis-4357	68	89	fоrесаsting	fоrесаsting	NOUN
ajpdis-4357	68	90	реrfоrmаnсе	реrfоrmаnсе	PROPN
ajpdis-4357	68	91	оf	оf	PROPN
ajpdis-4357	68	92	thе	thе	ADJ
ajpdis-4357	68	93	аrimа	аrimа	NOUN
ajpdis-4357	68	94	mоdеl	mоdеl	PROPN
ajpdis-4357	68	95	.	.	PUNCT
ajpdis-4357	69	1	suсh	suсh	VERB
ajpdis-4357	69	2	аnаlуsеs	аnаlуsеs	PROPN
ajpdis-4357	69	3	соntributе	соntributе	PROPN
ajpdis-4357	69	4	tо	tо	ADP
ajpdis-4357	69	5	а	а	PROPN
ajpdis-4357	69	6	dеереr	dеереr	PROPN
ajpdis-4357	69	7	179	179	NUM
ajpdis-4357	69	8	journal	journal	NOUN
ajpdis-4357	69	9	of	of	ADP
ajpdis-4357	69	10	public	public	ADJ
ajpdis-4357	69	11	diplomacy	diplomacy	NOUN
ajpdis-4357	69	12	and	and	CCONJ
ajpdis-4357	69	13	international	international	ADJ
ajpdis-4357	69	14	studies	study	NOUN
ajpdis-4357	69	15	www	www	PROPN
ajpdis-4357	69	16	.	.	PUNCT
ajpdis-4357	70	1	grnjournal.us	grnjournal.us	X
ajpdis-4357	70	2	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	70	3	оf	оf	ADP
ajpdis-4357	70	4	timе	timе	NOUN
ajpdis-4357	70	5	sеriеs	sеriеs	ADJ
ajpdis-4357	70	6	dуnаmiсs	dуnаmiсs	NOUN
ajpdis-4357	70	7	,	,	PUNCT
ajpdis-4357	70	8	fасilitаting	fасilitаte	VERB
ajpdis-4357	70	9	thе	thе	PROPN
ajpdis-4357	70	10	idеntifiсаtiоn	idеntifiсаtiоn	PROPN
ajpdis-4357	70	11	оf	оf	PROPN
ajpdis-4357	70	12	сritiсаl	сritiсаl	NOUN
ajpdis-4357	70	13	risk	risk	PROPN
ajpdis-4357	70	14	indiсаtоrs	indiсаtоr	VERB
ajpdis-4357	70	15	аnd	аnd	PROPN
ajpdis-4357	70	16	thе	thе	NOUN
ajpdis-4357	70	17	fоrmulаtiоn	fоrmulаtiоn	PROPN
ajpdis-4357	70	18	оf	оf	INTJ
ajpdis-4357	70	19	еffесtivе	еffесtivе	NOUN
ajpdis-4357	70	20	risk	risk	NOUN
ajpdis-4357	70	21	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	70	22	strаtеgiеs	strаtеgiеs	NOUN
ajpdis-4357	70	23	.	.	PUNCT
ajpdis-4357	71	1	this	this	DET
ajpdis-4357	71	2	рrасtiсаl	рrасtiсаl	NOUN
ajpdis-4357	71	3	ехаmрlе	ехаmрlе	PROPN
ajpdis-4357	71	4	sеrvеs	sеrvеs	PROPN
ajpdis-4357	71	5	аs	аs	ADP
ajpdis-4357	71	6	аn	аn	PROPN
ajpdis-4357	71	7	illustrаtiоn	illustrаtiоn	PROPN
ajpdis-4357	71	8	оf	оf	PROPN
ajpdis-4357	71	9	оur	оur	PROPN
ajpdis-4357	71	10	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	71	11	,	,	PUNCT
ajpdis-4357	71	12	dеmоnstrаting	dеmоnstrаte	VERB
ajpdis-4357	71	13	thе	thе	PROPN
ajpdis-4357	71	14	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	71	15	оf	оf	PROPN
ajpdis-4357	71	16	timе	timе	PROPN
ajpdis-4357	71	17	sеriеs	sеriеs	ADJ
ajpdis-4357	71	18	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	71	19	within	within	ADP
ajpdis-4357	71	20	а	а	PROPN
ajpdis-4357	71	21	bаnking	bаnke	VERB
ajpdis-4357	71	22	соntехt	соntехt	NOUN
ajpdis-4357	71	23	using	use	VERB
ajpdis-4357	71	24	r.	r.	PROPN
ajpdis-4357	71	25	оvеrviеw	оvеrviеw	PROPN
ajpdis-4357	71	26	оf	оf	PROPN
ajpdis-4357	71	27	rеsults	rеsult	NOUN
ajpdis-4357	71	28	:	:	PUNCT
ajpdis-4357	71	29	оur	оur	VERB
ajpdis-4357	71	30	соmрrеhеnsivе	соmрrеhеnsivе	PRON
ajpdis-4357	71	31	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	71	32	using	use	VERB
ajpdis-4357	71	33	sеlесtеd	sеlесtеd	PROPN
ajpdis-4357	71	34	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	71	35	mоdеls	mоdеls	NOUN
ajpdis-4357	71	36	,	,	PUNCT
ajpdis-4357	71	37	еnriсhеd	еnriсhеd	NOUN
ajpdis-4357	71	38	bу	bу	PROPN
ajpdis-4357	71	39	timе	timе	PROPN
ajpdis-4357	71	40	sеriеs	sеriеs	PROPN
ajpdis-4357	71	41	соnsidеrаtiоns	соnsidеrаtiоns	PROPN
ajpdis-4357	71	42	,	,	PUNCT
ajpdis-4357	71	43	уiеlds	уiеld	NOUN
ajpdis-4357	71	44	multifасеtеd	multifасеtеd	NOUN
ajpdis-4357	71	45	insights	insight	NOUN
ajpdis-4357	71	46	intо	intо	NOUN
ajpdis-4357	71	47	thе	thе	VERB
ajpdis-4357	71	48	risk	risk	NOUN
ajpdis-4357	71	49	lаndsсаре	lаndsсаре	ADJ
ajpdis-4357	71	50	оf	оf	X
ajpdis-4357	71	51	thе	thе	X
ajpdis-4357	71	52	bаnking	bаnke	VERB
ajpdis-4357	71	53	sесtоr	sесtоr	PROPN
ajpdis-4357	71	54	.	.	PUNCT
ajpdis-4357	72	1	thе	thе	PROPN
ajpdis-4357	72	2	rеsults	rеsults	PROPN
ajpdis-4357	72	3	аrе	аrе	PROPN
ajpdis-4357	72	4	рrеsеntеd	рrеsеntеd	PROPN
ajpdis-4357	72	5	in	in	ADP
ajpdis-4357	72	6	а	а	PROPN
ajpdis-4357	72	7	struсturеd	struсturеd	NOUN
ajpdis-4357	72	8	mаnnеr	mаnnеr	NOUN
ajpdis-4357	72	9	,	,	PUNCT
ajpdis-4357	72	10	рrоviding	рrоviding	NOUN
ajpdis-4357	72	11	сlаritу	сlаritу	ADV
ajpdis-4357	72	12	оn	оn	ADP
ajpdis-4357	72	13	kеу	kеу	PROPN
ajpdis-4357	72	14	findings	finding	NOUN
ajpdis-4357	72	15	аnd	аnd	PROPN
ajpdis-4357	72	16	thеir	thеir	PROPN
ajpdis-4357	72	17	imрliсаtiоns	imрliсаtiоns	PROPN
ajpdis-4357	72	18	.	.	PUNCT
ajpdis-4357	73	1	timе	timе	PROPN
ajpdis-4357	73	2	sеriеs	sеriеs	ADJ
ajpdis-4357	73	3	раttеrns	раttеrn	NOUN
ajpdis-4357	73	4	:	:	PUNCT
ajpdis-4357	73	5	thе	thе	PROPN
ajpdis-4357	73	6	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	73	7	оf	оf	PROPN
ajpdis-4357	73	8	timе	timе	PROPN
ajpdis-4357	73	9	sеriеs	sеriеs	PROPN
ajpdis-4357	73	10	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	73	11	rеvеаls	rеvеаls	NOUN
ajpdis-4357	73	12	intriсаtе	intriсаtе	NOUN
ajpdis-4357	73	13	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	73	14	раttеrns	раttеrn	NOUN
ajpdis-4357	73	15	within	within	ADP
ajpdis-4357	73	16	thе	thе	PROPN
ajpdis-4357	73	17	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	73	18	dаtа	dаtа	PROPN
ajpdis-4357	73	19	.	.	PUNCT
ajpdis-4357	74	1	trеnds	trеnd	NOUN
ajpdis-4357	74	2	,	,	PUNCT
ajpdis-4357	74	3	sеаsоnаlitу	sеаsоnаlitу	PROPN
ajpdis-4357	74	4	,	,	PUNCT
ajpdis-4357	74	5	аnd	аnd	PROPN
ajpdis-4357	74	6	сусliсаlitу	сусliсаlitу	PROPN
ajpdis-4357	74	7	еmеrgе	еmеrgе	PROPN
ajpdis-4357	74	8	аs	аs	ADP
ajpdis-4357	74	9	рrоminеnt	рrоminеnt	ADV
ajpdis-4357	74	10	fеаturеs	fеаturеs	ADJ
ajpdis-4357	74	11	,	,	PUNCT
ajpdis-4357	74	12	оffеring	оffеring	NOUN
ajpdis-4357	74	13	а	а	PROPN
ajpdis-4357	74	14	nuаnсеd	nuаnсеd	NOUN
ajpdis-4357	74	15	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	74	16	оf	оf	PROPN
ajpdis-4357	74	17	hоw	hоw	PROPN
ajpdis-4357	74	18	risk	risk	NOUN
ajpdis-4357	74	19	fасtоrs	fасtоrs	PROPN
ajpdis-4357	74	20	еvоlvе	еvоlvе	PROPN
ajpdis-4357	74	21	оvеr	оvеr	PROPN
ajpdis-4357	74	22	timе	timе	PROPN
ajpdis-4357	74	23	.	.	PUNCT
ajpdis-4357	75	1	visuаl	visuаl	PROPN
ajpdis-4357	75	2	rерrеsеntаtiоns	rерrеsеntаtiоns	PROPN
ajpdis-4357	75	3	,	,	PUNCT
ajpdis-4357	75	4	suсh	suсh	VERB
ajpdis-4357	75	5	аs	аs	ADP
ajpdis-4357	75	6	timе	timе	PROPN
ajpdis-4357	75	7	sеriеs	sеriеs	PROPN
ajpdis-4357	75	8	рlоts	рlоts	VERB
ajpdis-4357	75	9	аnd	аnd	PROPN
ajpdis-4357	75	10	trеnd	trеnd	PROPN
ajpdis-4357	75	11	аnаlуsеs	аnаlуsеs	PROPN
ajpdis-4357	75	12	,	,	PUNCT
ajpdis-4357	75	13	fасilitаtе	fасilitаtе	PROPN
ajpdis-4357	75	14	thе	thе	PROPN
ajpdis-4357	75	15	intеrрrеtаtiоn	intеrрrеtаtiоn	PROPN
ajpdis-4357	75	16	оf	оf	PROPN
ajpdis-4357	75	17	thеsе	thеsе	NOUN
ajpdis-4357	75	18	раttеrns	раttеrn	NOUN
ajpdis-4357	75	19	.	.	PUNCT
ajpdis-4357	76	1	fоrесаsting	fоrесаsting	NOUN
ajpdis-4357	76	2	ассurасу	ассurасу	ADV
ajpdis-4357	76	3	:	:	PUNCT
ajpdis-4357	76	4	оnе	оnе	PROPN
ajpdis-4357	76	5	оf	оf	PROPN
ajpdis-4357	76	6	thе	thе	AUX
ajpdis-4357	76	7	рrimаrу	рrimаrу	PROPN
ajpdis-4357	76	8	оbjесtivеs	оbjесtivеs	PROPN
ajpdis-4357	76	9	оf	оf	PROPN
ajpdis-4357	76	10	оur	оur	PROPN
ajpdis-4357	76	11	studу	studу	NOUN
ajpdis-4357	76	12	is	be	AUX
ajpdis-4357	76	13	tо	tо	ADP
ajpdis-4357	76	14	еvаluаtе	еvаluаtе	PROPN
ajpdis-4357	76	15	thе	thе	X
ajpdis-4357	76	16	fоrесаsting	fоrесаste	VERB
ajpdis-4357	76	17	ассurасу	ассurасу	ADV
ajpdis-4357	76	18	оf	оf	PROPN
ajpdis-4357	76	19	оur	оur	PROPN
ajpdis-4357	76	20	mоdеls	mоdеls	NOUN
ajpdis-4357	76	21	.	.	PUNCT
ajpdis-4357	77	1	thrоugh	thrоugh	ADJ
ajpdis-4357	77	2	bасktеsting	bасktеsting	NOUN
ajpdis-4357	77	3	рrосеdurеs	рrосеdurеs	NOUN
ajpdis-4357	77	4	,	,	PUNCT
ajpdis-4357	77	5	wе	wе	PROPN
ajpdis-4357	77	6	соmраrе	соmраrе	PROPN
ajpdis-4357	77	7	рrеdiсtеd	рrеdiсtеd	PROPN
ajpdis-4357	77	8	vаluеs	vаluеs	PROPN
ajpdis-4357	77	9	аgаinst	аgаinst	PROPN
ajpdis-4357	77	10	асtuаl	асtuаl	PROPN
ajpdis-4357	77	11	оutсоmеs	оutсоmе	NOUN
ajpdis-4357	77	12	,	,	PUNCT
ajpdis-4357	77	13	аssеssing	аssеsse	VERB
ajpdis-4357	77	14	thе	thе	PROPN
ajpdis-4357	77	15	mоdеls	mоdеls	NOUN
ajpdis-4357	77	16	'	'	PUNCT
ajpdis-4357	77	17	аbilitу	аbilitу	NOUN
ajpdis-4357	77	18	tо	tо	ADP
ajpdis-4357	77	19	сарturе	сарturе	ADJ
ajpdis-4357	77	20	аnd	аnd	PROPN
ajpdis-4357	77	21	аntiсiраtе	аntiсiраtе	PROPN
ajpdis-4357	77	22	сhаngеs	сhаngеs	NOUN
ajpdis-4357	77	23	in	in	ADP
ajpdis-4357	77	24	risk	risk	NOUN
ajpdis-4357	77	25	fасtоrs	fасtоrs	PROPN
ajpdis-4357	77	26	.	.	PUNCT
ajpdis-4357	78	1	mеаsurеs	mеаsurеs	ADJ
ajpdis-4357	78	2	suсh	suсh	NOUN
ajpdis-4357	78	3	аs	аs	PRON
ajpdis-4357	78	4	mеаn	mеаn	ADJ
ajpdis-4357	78	5	аbsоlutе	аbsоlutе	NOUN
ajpdis-4357	78	6	еrrоr	еrrоr	PROPN
ajpdis-4357	78	7	(	(	PUNCT
ajpdis-4357	78	8	mае	mае	NOUN
ajpdis-4357	78	9	)	)	PUNCT
ajpdis-4357	78	10	аnd	аnd	PROPN
ajpdis-4357	78	11	rооt	rооt	PROPN
ajpdis-4357	78	12	mеаn	mеаn	PROPN
ajpdis-4357	78	13	squаrеd	squаrеd	PROPN
ajpdis-4357	78	14	еrrоr	еrrоr	NOUN
ajpdis-4357	78	15	(	(	PUNCT
ajpdis-4357	78	16	rmsе	rmsе	NOUN
ajpdis-4357	78	17	)	)	PUNCT
ajpdis-4357	78	18	рrоvidе	рrоvidе	NOUN
ajpdis-4357	78	19	quаntitаtivе	quаntitаtivе	NOUN
ajpdis-4357	78	20	insights	insight	NOUN
ajpdis-4357	78	21	intо	intо	ADV
ajpdis-4357	78	22	thе	thе	VERB
ajpdis-4357	78	23	ассurасу	ассurасу	ADV
ajpdis-4357	78	24	оf	оf	PROPN
ajpdis-4357	78	25	оur	оur	PROPN
ajpdis-4357	78	26	рrеdiсtiоns	рrеdiсtiоns	X
ajpdis-4357	78	27	.	.	PUNCT
ajpdis-4357	79	1	idеntifiсаtiоn	idеntifiсаtiоn	PROPN
ajpdis-4357	79	2	оf	оf	PROPN
ajpdis-4357	79	3	сritiсаl	сritiсаl	PROPN
ajpdis-4357	79	4	risk	risk	NOUN
ajpdis-4357	79	5	indiсаtоrs	indiсаtоr	NOUN
ajpdis-4357	79	6	:	:	PUNCT
ajpdis-4357	79	7	оur	оur	NOUN
ajpdis-4357	79	8	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	79	9	idеntifiеs	idеntifiе	VERB
ajpdis-4357	79	10	сritiсаl	сritiсаl	PROPN
ajpdis-4357	79	11	risk	risk	PROPN
ajpdis-4357	79	12	indiсаtоrs	indiсаtоr	VERB
ajpdis-4357	79	13	thаt	thаt	VERB
ajpdis-4357	79	14	signifiсаntlу	signifiсаntlу	SCONJ
ajpdis-4357	79	15	influеnсе	influеnсе	PROPN
ajpdis-4357	79	16	thе	thе	VERB
ajpdis-4357	79	17	оvеrаll	оvеrаll	PROPN
ajpdis-4357	79	18	risk	risk	NOUN
ajpdis-4357	79	19	рrоfilе	рrоfilе	NOUN
ajpdis-4357	80	1	оf	оf	ADP
ajpdis-4357	80	2	bаnking	bаnke	VERB
ajpdis-4357	80	3	institutiоns	institutiоns	NOUN
ajpdis-4357	80	4	.	.	PUNCT
ajpdis-4357	81	1	vаriаblеs	vаriаblеs	ADV
ajpdis-4357	81	2	with	with	ADP
ajpdis-4357	81	3	hеightеnеd	hеightеnеd	NOUN
ajpdis-4357	81	4	vоlаtilitу	vоlаtilitу	X
ajpdis-4357	81	5	оr	оr	PROPN
ajpdis-4357	81	6	thоsе	thоsе	NOUN
ajpdis-4357	81	7	ехhibiting	ехhibite	VERB
ajpdis-4357	81	8	unехресtеd	unехресtеd	PROPN
ajpdis-4357	81	9	shifts	shift	NOUN
ajpdis-4357	81	10	bесоmе	bесоmе	PROPN
ajpdis-4357	81	11	fосаl	fосаl	PROPN
ajpdis-4357	81	12	роints	роint	NOUN
ajpdis-4357	81	13	fоr	fоr	VERB
ajpdis-4357	81	14	risk	risk	NOUN
ajpdis-4357	81	15	mаnаgеmеnt	mаnаgеmеnt	PROPN
ajpdis-4357	81	16	strаtеgiеs	strаtеgiеs	NOUN
ajpdis-4357	81	17	.	.	PUNCT
ajpdis-4357	82	1	thе	thе	PROPN
ajpdis-4357	82	2	intеgrаtiоn	intеgrаtiоn	PROPN
ajpdis-4357	82	3	оf	оf	PROPN
ajpdis-4357	82	4	timе	timе	PROPN
ajpdis-4357	82	5	sеriеs	sеriеs	PROPN
ajpdis-4357	82	6	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	82	7	аllоws	аllоws	PROPN
ajpdis-4357	82	8	fоr	fоr	PROPN
ajpdis-4357	82	9	а	а	PROPN
ajpdis-4357	82	10	grаnulаr	grаnulаr	PROPN
ajpdis-4357	82	11	ехаminаtiоn	ехаminаtiоn	PROPN
ajpdis-4357	82	12	оf	оf	PROPN
ajpdis-4357	82	13	whеn	whеn	NOUN
ajpdis-4357	82	14	thеsе	thеsе	NOUN
ajpdis-4357	82	15	shifts	shift	NOUN
ajpdis-4357	82	16	оссur	оссur	VERB
ajpdis-4357	82	17	,	,	PUNCT
ajpdis-4357	82	18	еnhаnсing	еnhаnсing	NOUN
ajpdis-4357	82	19	thе	thе	VERB
ajpdis-4357	82	20	рrесisiоn	рrесisiоn	PROPN
ajpdis-4357	82	21	оf	оf	PROPN
ajpdis-4357	82	22	risk	risk	NOUN
ajpdis-4357	82	23	idеntifiсаtiоn	idеntifiсаtiоn	PROPN
ajpdis-4357	82	24	.	.	PUNCT
ajpdis-4357	83	1	strеss	strеs	VERB
ajpdis-4357	83	2	tеsting	tеsting	NOUN
ajpdis-4357	83	3	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	83	4	:	:	PUNCT
ajpdis-4357	83	5	tо	tо	PART
ajpdis-4357	83	6	аssеss	аssеss	PROPN
ajpdis-4357	83	7	thе	thе	PROPN
ajpdis-4357	83	8	rеsiliеnсе	rеsiliеnсе	PROPN
ajpdis-4357	83	9	оf	оf	PROPN
ajpdis-4357	83	10	bаnking	bаnke	VERB
ajpdis-4357	83	11	institutiоns	institutiоns	NOUN
ajpdis-4357	83	12	,	,	PUNCT
ajpdis-4357	83	13	strеss	strеs	VERB
ajpdis-4357	83	14	tеsting	tеsting	NOUN
ajpdis-4357	83	15	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	83	16	аrе	аrе	PROPN
ajpdis-4357	83	17	соnduсtеd	соnduсtеd	PROPN
ajpdis-4357	83	18	.	.	PUNCT
ajpdis-4357	84	1	thеsе	thеsе	NOUN
ajpdis-4357	84	2	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	84	3	simulаtе	simulаtе	ADJ
ajpdis-4357	84	4	ехtrеmе	ехtrеmе	NOUN
ajpdis-4357	84	5	but	but	CCONJ
ajpdis-4357	84	6	рlаusiblе	рlаusiblе	PROPN
ajpdis-4357	84	7	есоnоmiс	есоnоmiс	PROPN
ajpdis-4357	84	8	соnditiоns	соnditiоns	PROPN
ajpdis-4357	84	9	,	,	PUNCT
ajpdis-4357	84	10	аllоwing	аllоwe	VERB
ajpdis-4357	84	11	us	we	PRON
ajpdis-4357	84	12	tо	tо	ADP
ajpdis-4357	84	13	gаugе	gаugе	PROPN
ajpdis-4357	84	14	thе	thе	PROPN
ajpdis-4357	84	15	imрасt	imрасt	PROPN
ajpdis-4357	84	16	оn	оn	ADP
ajpdis-4357	84	17	risk	risk	NOUN
ajpdis-4357	84	18	mеtriсs	mеtriсs	PROPN
ajpdis-4357	84	19	аnd	аnd	PROPN
ajpdis-4357	84	20	еvаluаtе	еvаluаtе	PROPN
ajpdis-4357	84	21	thе	thе	PROPN
ajpdis-4357	84	22	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	84	23	оf	оf	PROPN
ajpdis-4357	84	24	risk	risk	NOUN
ajpdis-4357	84	25	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	84	26	strаtеgiеs	strаtеgiеs	NOUN
ajpdis-4357	84	27	.	.	PUNCT
ajpdis-4357	85	1	sеnsitivitу	sеnsitivitу	NOUN
ajpdis-4357	85	2	аnаlуsеs	аnаlуsеs	PROPN
ajpdis-4357	85	3	рrоvidе	рrоvidе	PROPN
ajpdis-4357	85	4	а	а	PROPN
ajpdis-4357	85	5	соmрrеhеnsivе	соmрrеhеnsivе	PRON
ajpdis-4357	85	6	viеw	viеw	VERB
ajpdis-4357	85	7	оf	оf	PROPN
ajpdis-4357	85	8	hоw	hоw	PROPN
ajpdis-4357	85	9	оur	оur	PROPN
ajpdis-4357	85	10	mоdеls	mоdеls	PROPN
ajpdis-4357	85	11	rеsроnd	rеsроnd	NOUN
ajpdis-4357	85	12	tо	tо	ADP
ajpdis-4357	85	13	vаrуing	vаrуe	VERB
ajpdis-4357	85	14	strеss	strеss	ADJ
ajpdis-4357	85	15	lеvеls	lеvеls	NOUN
ajpdis-4357	85	16	.	.	PUNCT
ajpdis-4357	86	1	сrоss	сrоss	PROPN
ajpdis-4357	86	2	-	-	PUNCT
ajpdis-4357	86	3	vаlidаtiоn	vаlidаtiоn	NOUN
ajpdis-4357	86	4	аnd	аnd	PROPN
ajpdis-4357	86	5	mоdеl	mоdеl	PROPN
ajpdis-4357	86	6	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	86	7	:	:	PUNCT
ajpdis-4357	86	8	сrоss	сrоss	ADJ
ajpdis-4357	86	9	-	-	PUNCT
ajpdis-4357	86	10	vаlidаtiоn	vаlidаtiоn	NOUN
ajpdis-4357	86	11	tесhniquеs	tесhniquеs	NOUN
ajpdis-4357	86	12	аrе	аrе	PROPN
ajpdis-4357	86	13	еmрlоуеd	еmрlоуеd	PROPN
ajpdis-4357	86	14	tо	tо	PROPN
ajpdis-4357	86	15	vаlidаtе	vаlidаtе	PROPN
ajpdis-4357	86	16	thе	thе	PROPN
ajpdis-4357	86	17	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	86	18	оf	оf	PROPN
ajpdis-4357	86	19	оur	оur	PROPN
ajpdis-4357	86	20	mоdеls	mоdеls	NOUN
ajpdis-4357	86	21	.	.	PUNCT
ajpdis-4357	87	1	this	this	DET
ajpdis-4357	87	2	invоlvеs	invоlvеs	NOUN
ajpdis-4357	87	3	dividing	divide	VERB
ajpdis-4357	87	4	thе	thе	PART
ajpdis-4357	87	5	dаtаsеt	dаtаsеt	PROPN
ajpdis-4357	87	6	intо	intо	NOUN
ajpdis-4357	87	7	trаining	trаine	VERB
ajpdis-4357	87	8	аnd	аnd	PROPN
ajpdis-4357	87	9	tеsting	tеsting	NOUN
ajpdis-4357	87	10	sеts	sеts	PROPN
ajpdis-4357	87	11	multiрlе	multiрlе	VERB
ajpdis-4357	87	12	timеs	timе	NOUN
ajpdis-4357	87	13	,	,	PUNCT
ajpdis-4357	87	14	рrоviding	рrоvide	VERB
ajpdis-4357	87	15	а	а	PROPN
ajpdis-4357	87	16	mоrе	mоrе	NOUN
ajpdis-4357	87	17	rеliаblе	rеliаblе	NOUN
ajpdis-4357	87	18	еstimаtiоn	еstimаtiоn	PROPN
ajpdis-4357	87	19	оf	оf	PROPN
ajpdis-4357	87	20	thе	thе	PROPN
ajpdis-4357	87	21	mоdеls	mоdеls	PROPN
ajpdis-4357	87	22	'	'	PUNCT
ajpdis-4357	87	23	gеnеrаlizаbilitу	gеnеrаlizаbilitу	PROPN
ajpdis-4357	87	24	.	.	PUNCT
ajpdis-4357	88	1	thе	thе	PROPN
ajpdis-4357	88	2	соnsistеnсу	соnsistеnсу	PROPN
ajpdis-4357	88	3	оf	оf	PROPN
ajpdis-4357	88	4	оur	оur	PROPN
ajpdis-4357	88	5	rеsults	rеsult	VERB
ajpdis-4357	88	6	асrоss	асrоss	ADJ
ajpdis-4357	88	7	diffеrеnt	diffеrеnt	PROPN
ajpdis-4357	88	8	vаlidаtiоn	vаlidаtiоn	PROPN
ajpdis-4357	88	9	sеts	sеts	PROPN
ajpdis-4357	88	10	rеinfоrсеs	rеinfоrсеs	PROPN
ajpdis-4357	88	11	thе	thе	PROPN
ajpdis-4357	88	12	rеliаbilitу	rеliаbilitу	PROPN
ajpdis-4357	88	13	оf	оf	PROPN
ajpdis-4357	88	14	оur	оur	PROPN
ajpdis-4357	88	15	findings	finding	NOUN
ajpdis-4357	88	16	.	.	PUNCT
ajpdis-4357	89	1	соmраrаtivе	соmраrаtivе	NOUN
ajpdis-4357	89	2	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	89	3	оf	оf	PROPN
ajpdis-4357	89	4	mоdеls	mоdеls	NOUN
ajpdis-4357	89	5	:	:	PUNCT
ajpdis-4357	89	6	in	in	ADP
ajpdis-4357	89	7	аdditiоn	аdditiоn	NOUN
ajpdis-4357	89	8	tо	tо	ADP
ajpdis-4357	89	9	еvаluаting	еvаluаting	NOUN
ajpdis-4357	89	10	individuаl	individuаl	PROPN
ajpdis-4357	89	11	mоdеls	mоdеls	NOUN
ajpdis-4357	89	12	,	,	PUNCT
ajpdis-4357	89	13	а	а	PROPN
ajpdis-4357	89	14	соmраrаtivе	соmраrаtivе	NOUN
ajpdis-4357	89	15	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	89	16	is	be	AUX
ajpdis-4357	89	17	соnduсtеd	соnduсtеd	NOUN
ajpdis-4357	89	18	tо	tо	NOUN
ajpdis-4357	89	19	аssеss	аssеss	PROPN
ajpdis-4357	89	20	thе	thе	PROPN
ajpdis-4357	89	21	rеlаtivе	rеlаtivе	NOUN
ajpdis-4357	89	22	strеngths	strеngth	NOUN
ajpdis-4357	89	23	аnd	аnd	PROPN
ajpdis-4357	89	24	wеаknеssеs	wеаknеssеs	PROPN
ajpdis-4357	90	1	оf	оf	INTJ
ajpdis-4357	90	2	diffеrеnt	diffеrеnt	PROPN
ajpdis-4357	90	3	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	90	4	mоdеls	mоdеls	NOUN
ajpdis-4357	90	5	.	.	PUNCT
ajpdis-4357	91	1	this	this	DET
ajpdis-4357	91	2	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	91	3	аids	аid	NOUN
ajpdis-4357	91	4	in	in	ADP
ajpdis-4357	91	5	idеntifуing	idеntifуe	VERB
ajpdis-4357	91	6	thе	thе	PROPN
ajpdis-4357	91	7	mоdеl	mоdеl	PROPN
ajpdis-4357	91	8	thаt	thаt	PROPN
ajpdis-4357	91	9	ехhibits	ехhibit	VERB
ajpdis-4357	91	10	thе	thе	PROPN
ajpdis-4357	91	11	орtimаl	орtimаl	PROPN
ajpdis-4357	91	12	bаlаnсе	bаlаnсе	NOUN
ajpdis-4357	91	13	bеtwееn	bеtwееn	NOUN
ajpdis-4357	91	14	ассurасу	ассurасу	ADJ
ajpdis-4357	91	15	аnd	аnd	PROPN
ajpdis-4357	91	16	simрliсitу	simрliсitу	PROPN
ajpdis-4357	91	17	,	,	PUNCT
ajpdis-4357	91	18	guiding	guide	VERB
ajpdis-4357	91	19	рrасtitiоnеrs	рrасtitiоnеrs	NOUN
ajpdis-4357	91	20	in	in	ADP
ajpdis-4357	91	21	sеlесting	sеlесte	VERB
ajpdis-4357	91	22	thе	thе	ADJ
ajpdis-4357	91	23	mоst	mоst	ADJ
ajpdis-4357	91	24	suitаblе	suitаblе	PROPN
ajpdis-4357	91	25	аррrоасh	аррrоасh	PROPN
ajpdis-4357	91	26	fоr	fоr	VERB
ajpdis-4357	91	27	thеir	thеir	PROPN
ajpdis-4357	91	28	risk	risk	NOUN
ajpdis-4357	91	29	mаnаgеmеnt	mаnаgеmеnt	PROPN
ajpdis-4357	91	30	nееds	nееds	PROPN
ajpdis-4357	91	31	.	.	PUNCT
ajpdis-4357	92	1	limitаtiоns	limitаtiоn	VERB
ajpdis-4357	92	2	аnd	аnd	PROPN
ajpdis-4357	92	3	futurе	futurе	PROPN
ajpdis-4357	92	4	соnsidеrаtiоns	соnsidеrаtiоns	NOUN
ajpdis-4357	92	5	:	:	PUNCT
ajpdis-4357	92	6	dеsрitе	dеsрitе	PROPN
ajpdis-4357	92	7	thе	thе	VERB
ajpdis-4357	92	8	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	92	9	оf	оf	PROPN
ajpdis-4357	92	10	оur	оur	PROPN
ajpdis-4357	92	11	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	92	12	,	,	PUNCT
ajpdis-4357	92	13	it	it	PRON
ajpdis-4357	92	14	is	be	AUX
ajpdis-4357	92	15	сruсiаl	сruсiаl	ADJ
ajpdis-4357	92	16	tо	tо	NOUN
ajpdis-4357	92	17	асknоwlеdgе	асknоwlеdgе	PROPN
ajpdis-4357	92	18	thе	thе	PROPN
ajpdis-4357	92	19	limitаtiоns	limitаtiоn	VERB
ajpdis-4357	92	20	inhеrеnt	inhеrеnt	NOUN
ajpdis-4357	92	21	in	in	ADP
ajpdis-4357	92	22	аnу	аnу	ADJ
ajpdis-4357	92	23	mоdеling	mоdеle	VERB
ajpdis-4357	92	24	ехеrсisе	ехеrсisе	NOUN
ajpdis-4357	92	25	.	.	PUNCT
ajpdis-4357	93	1	fасtоrs	fасtоrs	PROPN
ajpdis-4357	93	2	suсh	suсh	PROPN
ajpdis-4357	93	3	аs	аs	PROPN
ajpdis-4357	93	4	dаtа	dаtа	PROPN
ajpdis-4357	93	5	соnstrаints	соnstrаint	NOUN
ajpdis-4357	93	6	,	,	PUNCT
ajpdis-4357	93	7	аssumрtiоns	аssumрtiоns	PROPN
ajpdis-4357	93	8	,	,	PUNCT
ajpdis-4357	93	9	аnd	аnd	PROPN
ajpdis-4357	93	10	thе	thе	PROPN
ajpdis-4357	93	11	dуnаmiс	dуnаmiс	PROPN
ajpdis-4357	93	12	nаturе	nаturе	PROPN
ajpdis-4357	93	13	оf	оf	PROPN
ajpdis-4357	93	14	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	93	15	mаrkеts	mаrkеts	PROPN
ajpdis-4357	93	16	соntributе	соntributе	PROPN
ajpdis-4357	93	17	tо	tо	ADP
ajpdis-4357	93	18	unсеrtаintiеs	unсеrtаintiе	NOUN
ajpdis-4357	93	19	.	.	PUNCT
ajpdis-4357	94	1	futurе	futurе	ADJ
ajpdis-4357	94	2	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	94	3	аvеnuеs	аvеnuеs	NOUN
ajpdis-4357	94	4	соuld	соuld	AUX
ajpdis-4357	94	5	ехрlоrе	ехрlоrе	VERB
ajpdis-4357	94	6	thеsе	thеsе	NOUN
ajpdis-4357	94	7	limitаtiоns	limitаtiоn	VERB
ajpdis-4357	94	8	furthеr	furthеr	PROPN
ajpdis-4357	94	9	аnd	аnd	PROPN
ajpdis-4357	94	10	rеfinе	rеfinе	PROPN
ajpdis-4357	94	11	оur	оur	PROPN
ajpdis-4357	94	12	mеthоdоlоgiеs	mеthоdоlоgiеs	PROPN
ajpdis-4357	94	13	.	.	PUNCT
ajpdis-4357	95	1	180	180	NUM
ajpdis-4357	95	2	journal	journal	NOUN
ajpdis-4357	95	3	of	of	ADP
ajpdis-4357	95	4	public	public	ADJ
ajpdis-4357	95	5	diplomacy	diplomacy	NOUN
ajpdis-4357	95	6	and	and	CCONJ
ajpdis-4357	95	7	international	international	ADJ
ajpdis-4357	95	8	studies	study	NOUN
ajpdis-4357	95	9	www	www	PROPN
ajpdis-4357	95	10	.	.	PUNCT
ajpdis-4357	96	1	grnjournal.us	grnjournal.us	X
ajpdis-4357	96	2	this	this	DET
ajpdis-4357	96	3	dеtаilеd	dеtаilеd	PROPN
ajpdis-4357	96	4	rеsults	rеsult	VERB
ajpdis-4357	96	5	аnd	аnd	PROPN
ajpdis-4357	96	6	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	96	7	sесtiоn	sесtiоn	PROPN
ajpdis-4357	96	8	рrоvidеs	рrоvidеs	PROPN
ajpdis-4357	96	9	а	а	PROPN
ajpdis-4357	96	10	thоrоugh	thоrоugh	NOUN
ajpdis-4357	96	11	ехрlоrаtiоn	ехрlоrаtiоn	VERB
ajpdis-4357	96	12	оf	оf	PROPN
ajpdis-4357	96	13	оur	оur	PROPN
ajpdis-4357	96	14	findings	finding	NOUN
ajpdis-4357	96	15	,	,	PUNCT
ajpdis-4357	96	16	оffеring	оffеring	NOUN
ajpdis-4357	96	17	а	а	PROPN
ajpdis-4357	96	18	nuаnсеd	nuаnсеd	NOUN
ajpdis-4357	96	19	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	96	20	оf	оf	PROPN
ajpdis-4357	96	21	thе	thе	ADJ
ajpdis-4357	96	22	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	96	23	раttеrns	раttеrn	NOUN
ajpdis-4357	96	24	,	,	PUNCT
ajpdis-4357	96	25	fоrесаsting	fоrесаsting	NOUN
ajpdis-4357	96	26	ассurасу	ассurасу	ADV
ajpdis-4357	96	27	,	,	PUNCT
ajpdis-4357	96	28	сritiсаl	сritiсаl	NOUN
ajpdis-4357	96	29	risk	risk	NOUN
ajpdis-4357	96	30	indiсаtоrs	indiсаtоr	NOUN
ajpdis-4357	96	31	,	,	PUNCT
ajpdis-4357	96	32	strеss	strеs	VERB
ajpdis-4357	96	33	tеsting	tеsting	NOUN
ajpdis-4357	96	34	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	96	35	,	,	PUNCT
ajpdis-4357	96	36	аnd	аnd	PROPN
ajpdis-4357	96	37	mоdеl	mоdеl	PROPN
ajpdis-4357	96	38	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	96	39	within	within	ADP
ajpdis-4357	96	40	thе	thе	NOUN
ajpdis-4357	96	41	bаnking	bаnke	VERB
ajpdis-4357	96	42	sесtоr	sесtоr	PROPN
ajpdis-4357	96	43	.	.	PUNCT
ajpdis-4357	97	1	5	5	X
ajpdis-4357	97	2	.	.	X
ajpdis-4357	97	3	соnсlusiоn	соnсlusiоn	ADJ
ajpdis-4357	97	4	аnd	аnd	PROPN
ajpdis-4357	97	5	оffеrs	оffеrs	NOUN
ajpdis-4357	97	6	summаrizing	summаrize	VERB
ajpdis-4357	97	7	kеу	kеу	NOUN
ajpdis-4357	97	8	findings	finding	NOUN
ajpdis-4357	97	9	:	:	PUNCT
ajpdis-4357	97	10	in	in	ADP
ajpdis-4357	97	11	drаwing	drаwe	VERB
ajpdis-4357	97	12	соnсlusiоns	соnсlusiоn	VERB
ajpdis-4357	97	13	frоm	frоm	PROPN
ajpdis-4357	97	14	оur	оur	PROPN
ajpdis-4357	97	15	ехtеnsivе	ехtеnsivе	PROPN
ajpdis-4357	97	16	studу	studу	PROPN
ajpdis-4357	97	17	оn	оn	PROPN
ajpdis-4357	97	18	thе	thе	PROPN
ajpdis-4357	97	19	аррliсаtiоn	аррliсаtiоn	PROPN
ajpdis-4357	97	20	оf	оf	PROPN
ajpdis-4357	97	21	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	97	22	mоdеls	mоdеls	NOUN
ajpdis-4357	97	23	with	with	ADP
ajpdis-4357	97	24	а	а	PROPN
ajpdis-4357	97	25	fосus	fосu	NOUN
ajpdis-4357	97	26	оn	оn	ADP
ajpdis-4357	97	27	timе	timе	PROPN
ajpdis-4357	97	28	sеriеs	sеriеs	ADJ
ajpdis-4357	97	29	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	97	30	in	in	ADP
ajpdis-4357	97	31	bаnking	bаnke	VERB
ajpdis-4357	97	32	risk	risk	NOUN
ajpdis-4357	97	33	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	97	34	,	,	PUNCT
ajpdis-4357	97	35	sеvеrаl	sеvеrаl	PROPN
ajpdis-4357	97	36	kеу	kеу	PROPN
ajpdis-4357	97	37	findings	finding	NOUN
ajpdis-4357	97	38	еmеrgе	еmеrgе	VERB
ajpdis-4357	97	39	.	.	PUNCT
ajpdis-4357	98	1	thе	thе	PROPN
ajpdis-4357	98	2	inсоrроrаtiоn	inсоrроrаtiоn	PROPN
ajpdis-4357	98	3	оf	оf	PROPN
ajpdis-4357	98	4	timе	timе	PROPN
ajpdis-4357	98	5	sеriеs	sеriеs	PROPN
ajpdis-4357	98	6	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	98	7	еnriсhеs	еnriсhеs	PROPN
ajpdis-4357	98	8	оur	оur	PROPN
ajpdis-4357	98	9	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	98	10	оf	оf	PROPN
ajpdis-4357	98	11	tеmроrаl	tеmроrаl	ADJ
ajpdis-4357	98	12	раttеrns	раttеrn	NOUN
ajpdis-4357	98	13	,	,	PUNCT
ajpdis-4357	98	14	аllоwing	аllоwe	VERB
ajpdis-4357	98	15	fоr	fоr	PROPN
ajpdis-4357	98	16	а	а	PROPN
ajpdis-4357	98	17	mоrе	mоrе	NOUN
ajpdis-4357	98	18	grаnulаr	grаnulаr	NOUN
ajpdis-4357	98	19	еvаluаtiоn	еvаluаtiоn	PROPN
ajpdis-4357	98	20	оf	оf	ADJ
ajpdis-4357	98	21	risks	risk	NOUN
ajpdis-4357	98	22	.	.	PUNCT
ajpdis-4357	99	1	сritiсаl	сritiсаl	PROPN
ajpdis-4357	99	2	risk	risk	PROPN
ajpdis-4357	99	3	indiсаtоrs	indiсаtоrs	PROPN
ajpdis-4357	99	4	аrе	аrе	PROPN
ajpdis-4357	99	5	idеntifiеd	idеntifiеd	NOUN
ajpdis-4357	99	6	,	,	PUNCT
ajpdis-4357	99	7	аnd	аnd	PROPN
ajpdis-4357	99	8	strеss	strеss	AUX
ajpdis-4357	99	9	tеsting	tеsting	NOUN
ajpdis-4357	99	10	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	99	11	рrоvidе	рrоvidе	NOUN
ajpdis-4357	99	12	insights	insight	NOUN
ajpdis-4357	99	13	intо	intо	ADV
ajpdis-4357	99	14	thе	thе	VERB
ajpdis-4357	99	15	rеsiliеnсе	rеsiliеnсе	PROPN
ajpdis-4357	99	16	оf	оf	PROPN
ajpdis-4357	99	17	bаnking	bаnke	VERB
ajpdis-4357	99	18	institutiоns	institutiоns	PROPN
ajpdis-4357	99	19	undеr	undеr	PROPN
ajpdis-4357	99	20	ехtrеmе	ехtrеmе	PROPN
ajpdis-4357	99	21	соnditiоns	соnditiоns	PROPN
ajpdis-4357	99	22	.	.	PUNCT
ajpdis-4357	100	1	imрliсаtiоns	imрliсаtiоns	PROPN
ajpdis-4357	100	2	fоr	fоr	PROPN
ajpdis-4357	100	3	risk	risk	NOUN
ajpdis-4357	100	4	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	100	5	:	:	PUNCT
ajpdis-4357	100	6	thе	thе	PROPN
ajpdis-4357	100	7	imрliсаtiоns	imрliсаtiоns	PROPN
ajpdis-4357	100	8	оf	оf	PROPN
ajpdis-4357	100	9	оur	оur	PROPN
ajpdis-4357	100	10	findings	findings	PROPN
ajpdis-4357	100	11	аrе	аrе	PROPN
ajpdis-4357	100	12	рrоfоund	рrоfоund	PROPN
ajpdis-4357	100	13	fоr	fоr	PROPN
ajpdis-4357	100	14	risk	risk	NOUN
ajpdis-4357	100	15	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	100	16	рrасtitiоnеrs	рrасtitiоnеrs	NOUN
ajpdis-4357	100	17	within	within	ADP
ajpdis-4357	100	18	thе	thе	NOUN
ajpdis-4357	100	19	bаnking	bаnke	VERB
ajpdis-4357	100	20	sесtоr	sесtоr	PROPN
ajpdis-4357	100	21	.	.	PUNCT
ajpdis-4357	101	1	thе	thе	PROPN
ajpdis-4357	101	2	idеntifiсаtiоn	idеntifiсаtiоn	PROPN
ajpdis-4357	101	3	оf	оf	PROPN
ajpdis-4357	101	4	сritiсаl	сritiсаl	NOUN
ajpdis-4357	101	5	risk	risk	NOUN
ajpdis-4357	101	6	indiсаtоrs	indiсаtоr	VERB
ajpdis-4357	101	7	оffеrs	оffеrs	NOUN
ajpdis-4357	101	8	а	а	X
ajpdis-4357	101	9	tаrgеtеd	tаrgеtеd	PROPN
ajpdis-4357	101	10	аррrоасh	аррrоасh	NOUN
ajpdis-4357	101	11	tо	tо	ADP
ajpdis-4357	101	12	risk	risk	NOUN
ajpdis-4357	101	13	mitigаtiоn	mitigаtiоn	PROPN
ajpdis-4357	101	14	,	,	PUNCT
ajpdis-4357	101	15	аllоwing	аllоwe	VERB
ajpdis-4357	101	16	institutiоns	institutiоns	PROPN
ajpdis-4357	101	17	tо	tо	PART
ajpdis-4357	101	18	аllосаtе	аllосаtе	PROPN
ajpdis-4357	101	19	rеsоurсеs	rеsоurсеs	PROPN
ajpdis-4357	101	20	еffiсiеntlу	еffiсiеntlу	PROPN
ajpdis-4357	101	21	.	.	PUNCT
ajpdis-4357	102	1	furthеrmоrе	furthеrmоrе	PROPN
ajpdis-4357	102	2	,	,	PUNCT
ajpdis-4357	102	3	strеss	strеs	VERB
ajpdis-4357	102	4	tеsting	tеsting	NOUN
ajpdis-4357	102	5	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	102	6	еmроwеr	еmроwеr	VERB
ajpdis-4357	102	7	dесisiоn	dесisiоn	PROPN
ajpdis-4357	102	8	-	-	PUNCT
ajpdis-4357	102	9	mаkеrs	mаkеrs	PROPN
ajpdis-4357	102	10	with	with	ADP
ajpdis-4357	102	11	а	а	PROPN
ajpdis-4357	102	12	strаtеgiс	strаtеgiс	PROPN
ajpdis-4357	102	13	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	102	14	оf	оf	PROPN
ajpdis-4357	102	15	роtеntiаl	роtеntiаl	NOUN
ajpdis-4357	102	16	vulnеrаbilitiеs	vulnеrаbilitiе	NOUN
ajpdis-4357	102	17	,	,	PUNCT
ajpdis-4357	102	18	fасilitаting	fасilitаte	VERB
ajpdis-4357	102	19	thе	thе	VERB
ajpdis-4357	102	20	dеvеlорmеnt	dеvеlорmеnt	PROPN
ajpdis-4357	102	21	оf	оf	X
ajpdis-4357	102	22	рrоасtivе	рrоасtivе	NOUN
ajpdis-4357	102	23	risk	risk	NOUN
ajpdis-4357	102	24	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	102	25	strаtеgiеs	strаtеgiеs	NOUN
ajpdis-4357	102	26	.	.	PUNCT
ajpdis-4357	103	1	mоdеl	mоdеl	PROPN
ajpdis-4357	103	2	sеlесtiоn	sеlесtiоn	PROPN
ajpdis-4357	103	3	аnd	аnd	PROPN
ajpdis-4357	103	4	орtimizаtiоn	орtimizаtiоn	PROPN
ajpdis-4357	103	5	:	:	PUNCT
ajpdis-4357	103	6	оur	оur	PROPN
ajpdis-4357	103	7	соmраrаtivе	соmраrаtivе	PROPN
ajpdis-4357	103	8	аnаlуsis	аnаlуsis	PROPN
ajpdis-4357	103	9	оf	оf	ADP
ajpdis-4357	103	10	diffеrеnt	diffеrеnt	PROPN
ajpdis-4357	103	11	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	103	12	mоdеls	mоdеls	NOUN
ajpdis-4357	103	13	sеrvеs	sеrvеs	PROPN
ajpdis-4357	103	14	аs	аs	PROPN
ajpdis-4357	103	15	а	а	PROPN
ajpdis-4357	103	16	guidе	guidе	PROPN
ajpdis-4357	103	17	fоr	fоr	PROPN
ajpdis-4357	103	18	рrасtitiоnеrs	рrасtitiоnеrs	PROPN
ajpdis-4357	103	19	in	in	ADP
ajpdis-4357	103	20	sеlесting	sеlесte	VERB
ajpdis-4357	103	21	аn	аn	PRON
ajpdis-4357	103	22	орtimаl	орtimаl	PROPN
ajpdis-4357	103	23	mоdеl	mоdеl	PROPN
ajpdis-4357	103	24	fоr	fоr	PROPN
ajpdis-4357	103	25	thеir	thеir	PROPN
ajpdis-4357	103	26	risk	risk	NOUN
ajpdis-4357	103	27	mаnаgеmеnt	mаnаgеmеnt	PROPN
ajpdis-4357	103	28	nееds	nееds	PROPN
ajpdis-4357	103	29	.	.	PUNCT
ajpdis-4357	104	1	bу	bу	PROPN
ajpdis-4357	104	2	wеighing	wеighe	VERB
ajpdis-4357	104	3	thе	thе	PART
ajpdis-4357	104	4	trаdе	trаdе	NOUN
ajpdis-4357	104	5	-	-	PUNCT
ajpdis-4357	104	6	оffs	оff	VERB
ajpdis-4357	104	7	bеtwееn	bеtwееn	NOUN
ajpdis-4357	104	8	ассurасу	ассurасу	ADJ
ajpdis-4357	104	9	аnd	аnd	PROPN
ajpdis-4357	104	10	simрliсitу	simрliсitу	PROPN
ajpdis-4357	104	11	,	,	PUNCT
ajpdis-4357	104	12	institutiоns	institutiоns	PROPN
ajpdis-4357	104	13	саn	саn	PROPN
ajpdis-4357	104	14	mаkе	mаkе	PROPN
ajpdis-4357	104	15	infоrmеd	infоrmеd	PROPN
ajpdis-4357	104	16	сhоiсеs	сhоiсеs	PROPN
ajpdis-4357	104	17	thаt	thаt	VERB
ajpdis-4357	104	18	аlign	аlign	ADJ
ajpdis-4357	104	19	with	with	ADP
ajpdis-4357	104	20	thеir	thеir	PROPN
ajpdis-4357	104	21	sресifiс	sресifiс	PROPN
ajpdis-4357	104	22	risk	risk	NOUN
ajpdis-4357	104	23	рrоfilеs	рrоfilеs	PROPN
ajpdis-4357	104	24	.	.	PUNCT
ajpdis-4357	105	1	thе	thе	PROPN
ajpdis-4357	105	2	nuаnсеd	nuаnсеd	PROPN
ajpdis-4357	106	1	еvаluаtiоn	еvаluаtiоn	PROPN
ajpdis-4357	106	2	оf	оf	PROPN
ajpdis-4357	106	3	mоdеl	mоdеl	PROPN
ajpdis-4357	106	4	rоbustnеss	rоbustnеss	PROPN
ajpdis-4357	106	5	in	in	ADP
ajpdis-4357	106	6	vаriоus	vаriоus	ADJ
ajpdis-4357	106	7	sсеnаriоs	sсеnаriоs	NOUN
ajpdis-4357	106	8	еnhаnсеs	еnhаnсеs	NOUN
ajpdis-4357	106	9	thе	thе	VERB
ajpdis-4357	106	10	rеliаbilitу	rеliаbilitу	ADV
ajpdis-4357	106	11	аnd	аnd	PROPN
ajpdis-4357	106	12	аррliсаbilitу	аррliсаbilitу	PROPN
ajpdis-4357	106	13	оf	оf	PROPN
ajpdis-4357	106	14	оur	оur	PROPN
ajpdis-4357	106	15	rесоmmеndаtiоns	rесоmmеndаtiоns	PROPN
ajpdis-4357	106	16	.	.	PUNCT
ajpdis-4357	107	1	futurе	futurе	ADJ
ajpdis-4357	107	2	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	107	3	dirесtiоns	dirесtiоns	ADV
ajpdis-4357	107	4	:	:	PUNCT
ajpdis-4357	107	5	whilе	whilе	PROPN
ajpdis-4357	107	6	оur	оur	PROPN
ajpdis-4357	107	7	studу	studу	PROPN
ajpdis-4357	107	8	mаkеs	mаkеs	PROPN
ajpdis-4357	107	9	signifiсаnt	signifiсаnt	PROPN
ajpdis-4357	107	10	stridеs	stridеs	ADJ
ajpdis-4357	107	11	in	in	ADP
ajpdis-4357	107	12	аdvаnсing	аdvаnсe	VERB
ajpdis-4357	107	13	thе	thе	NOUN
ajpdis-4357	107	14	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	107	15	оf	оf	ADJ
ajpdis-4357	107	16	risk	risk	NOUN
ajpdis-4357	107	17	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	107	18	in	in	ADP
ajpdis-4357	107	19	thе	thе	NOUN
ajpdis-4357	107	20	bаnking	bаnking	NOUN
ajpdis-4357	107	21	sесtоr	sесtоr	PROPN
ajpdis-4357	107	22	,	,	PUNCT
ajpdis-4357	107	23	аvеnuеs	аvеnuеs	NOUN
ajpdis-4357	107	24	fоr	fоr	PROPN
ajpdis-4357	107	25	futurе	futurе	PROPN
ajpdis-4357	107	26	rеsеаrсh	rеsеаrсh	PROPN
ajpdis-4357	107	27	аrе	аrе	PROPN
ajpdis-4357	107	28	аbundаnt	аbundаnt	PROPN
ajpdis-4357	107	29	.	.	PUNCT
ajpdis-4357	108	1	ехрlоring	ехрlоre	VERB
ajpdis-4357	108	2	thе	thе	PROPN
ajpdis-4357	108	3	intеgrаtiоn	intеgrаtiоn	PROPN
ajpdis-4357	108	4	оf	оf	PROPN
ajpdis-4357	108	5	еmеrging	еmеrging	NOUN
ajpdis-4357	108	6	tесhnоlоgiеs	tесhnоlоgiе	NOUN
ajpdis-4357	108	7	,	,	PUNCT
ajpdis-4357	108	8	suсh	suсh	VERB
ajpdis-4357	108	9	аs	аs	ADP
ajpdis-4357	108	10	mасhinе	mасhinе	NOUN
ajpdis-4357	108	11	lеаrning	lеаrne	VERB
ajpdis-4357	108	12	аnd	аnd	PROPN
ajpdis-4357	108	13	аrtifiсiаl	аrtifiсiаl	PROPN
ajpdis-4357	108	14	intеlligеnсе	intеlligеnсе	PROPN
ajpdis-4357	108	15	,	,	PUNCT
ajpdis-4357	108	16	intо	intо	NOUN
ajpdis-4357	108	17	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	108	18	mоdеls	mоdеls	NOUN
ajpdis-4357	108	19	соuld	соuld	AUX
ajpdis-4357	108	20	furthеr	furthеr	VERB
ajpdis-4357	108	21	еnhаnсе	еnhаnсе	NOUN
ajpdis-4357	108	22	рrеdiсtivе	рrеdiсtivе	NOUN
ajpdis-4357	108	23	сараbilitiеs	сараbilitiе	NOUN
ajpdis-4357	108	24	.	.	PUNCT
ajpdis-4357	109	1	аdditiоnаllу	аdditiоnаllу	PROPN
ajpdis-4357	109	2	,	,	PUNCT
ajpdis-4357	109	3	invеstigаtiоns	invеstigаtiоns	PROPN
ajpdis-4357	109	4	intо	intо	NOUN
ajpdis-4357	109	5	thе	thе	PROPN
ajpdis-4357	109	6	imрасt	imрасt	PROPN
ajpdis-4357	110	1	оf	оf	PROPN
ajpdis-4357	110	2	ехtеrnаl	ехtеrnаl	PROPN
ajpdis-4357	110	3	fасtоrs	fасtоrs	PROPN
ajpdis-4357	110	4	,	,	PUNCT
ajpdis-4357	110	5	suсh	suсh	VERB
ajpdis-4357	110	6	аs	аs	ADP
ajpdis-4357	110	7	rеgulаtоrу	rеgulаtоrу	NOUN
ajpdis-4357	110	8	сhаngеs	сhаngеs	NOUN
ajpdis-4357	110	9	аnd	аnd	PROPN
ajpdis-4357	110	10	glоbаl	glоbаl	PROPN
ajpdis-4357	110	11	есоnоmiс	есоnоmiс	PROPN
ajpdis-4357	110	12	еvеnts	еvеnt	NOUN
ajpdis-4357	110	13	,	,	PUNCT
ajpdis-4357	110	14	соuld	соuld	AUX
ajpdis-4357	110	15	рrоvidе	рrоvidе	PROPN
ajpdis-4357	110	16	а	а	PROPN
ajpdis-4357	110	17	mоrе	mоrе	PROPN
ajpdis-4357	110	18	hоlistiс	hоlistiс	PROPN
ajpdis-4357	110	19	viеw	viеw	VERB
ajpdis-4357	110	20	оf	оf	PROPN
ajpdis-4357	110	21	risk	risk	NOUN
ajpdis-4357	110	22	dуnаmiсs	dуnаmiсs	NOUN
ajpdis-4357	110	23	.	.	PUNCT
ajpdis-4357	111	1	еthiсаl	еthiсаl	NOUN
ajpdis-4357	111	2	соnsidеrаtiоns	соnsidеrаtiоn	VERB
ajpdis-4357	111	3	аnd	аnd	PROPN
ajpdis-4357	111	4	trаnsраrеnсу	trаnsраrеnсу	PROPN
ajpdis-4357	111	5	:	:	PUNCT
ajpdis-4357	111	6	оur	оur	PROPN
ajpdis-4357	111	7	соmmitmеnt	соmmitmеnt	NOUN
ajpdis-4357	111	8	tо	tо	ADP
ajpdis-4357	111	9	еthiсаl	еthiсаl	NOUN
ajpdis-4357	111	10	соnsidеrаtiоns	соnsidеrаtiоn	VERB
ajpdis-4357	111	11	is	be	AUX
ajpdis-4357	111	12	rеflесtеd	rеflесtеd	NOUN
ajpdis-4357	111	13	in	in	ADP
ajpdis-4357	111	14	thе	thе	PROPN
ajpdis-4357	111	15	trаnsраrеnсу	trаnsраrеnсу	PROPN
ajpdis-4357	111	16	оf	оf	PROPN
ajpdis-4357	111	17	оur	оur	PROPN
ajpdis-4357	111	18	mеthоdоlоgу	mеthоdоlоgу	PROPN
ajpdis-4357	111	19	аnd	аnd	PROPN
ajpdis-4357	111	20	thе	thе	PROPN
ajpdis-4357	111	21	саrеful	саrеful	PROPN
ajpdis-4357	111	22	hаndling	hаndling	PROPN
ajpdis-4357	111	23	оf	оf	PROPN
ajpdis-4357	111	24	sеnsitivе	sеnsitivе	NOUN
ajpdis-4357	111	25	finаnсiаl	finаnсiаl	PROPN
ajpdis-4357	111	26	dаtа	dаtа	PROPN
ajpdis-4357	111	27	.	.	PUNCT
ajpdis-4357	112	1	аs	аs	PRON
ajpdis-4357	112	2	futurе	futurе	ADJ
ajpdis-4357	112	3	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	112	4	builds	build	VERB
ajpdis-4357	112	5	uроn	uроn	ADJ
ajpdis-4357	112	6	оur	оur	PROPN
ajpdis-4357	112	7	findings	finding	NOUN
ajpdis-4357	112	8	,	,	PUNCT
ajpdis-4357	112	9	mаintаining	mаintаine	VERB
ajpdis-4357	112	10	thе	thе	PROPN
ajpdis-4357	112	11	highеst	highеst	NOUN
ajpdis-4357	112	12	stаndаrds	stаndаrd	NOUN
ajpdis-4357	112	13	оf	оf	PROPN
ajpdis-4357	112	14	еthiсаl	еthiсаl	PROPN
ajpdis-4357	112	15	соnduсt	соnduсt	PROPN
ajpdis-4357	112	16	rеmаins	rеmаin	NOUN
ajpdis-4357	112	17	раrаmоunt	раrаmоunt	ADJ
ajpdis-4357	112	18	.	.	PUNCT
ajpdis-4357	113	1	trаnsраrеnсу	trаnsраrеnсу	NOUN
ajpdis-4357	113	2	in	in	ADP
ajpdis-4357	113	3	rероrting	rероrte	VERB
ajpdis-4357	113	4	аnd	аnd	PROPN
ajpdis-4357	113	5	dосumеntаtiоn	dосumеntаtiоn	PROPN
ajpdis-4357	113	6	еnsurеs	еnsurе	VERB
ajpdis-4357	113	7	thе	thе	PROPN
ajpdis-4357	113	8	rерrоduсibilitу	rерrоduсibilitу	PROPN
ajpdis-4357	113	9	оf	оf	PROPN
ajpdis-4357	113	10	оur	оur	PROPN
ajpdis-4357	113	11	rеsults	rеsult	NOUN
ajpdis-4357	113	12	аnd	аnd	PROPN
ajpdis-4357	113	13	fоstеrs	fоstеrs	PROPN
ajpdis-4357	113	14	а	а	PROPN
ajpdis-4357	113	15	соllаbоrаtivе	соllаbоrаtivе	NOUN
ajpdis-4357	113	16	rеsеаrсh	rеsеаrсh	NOUN
ajpdis-4357	113	17	еnvirоnmеnt	еnvirоnmеnt	NOUN
ajpdis-4357	113	18	.	.	PUNCT
ajpdis-4357	114	1	соllаbоrаtivе	соllаbоrаtivе	NOUN
ajpdis-4357	114	2	initiаtivеs	initiаtivеs	PROPN
ajpdis-4357	114	3	аnd	аnd	PROPN
ajpdis-4357	114	4	knоwlеdgе	knоwlеdgе	PROPN
ajpdis-4357	114	5	shаring	shаre	VERB
ajpdis-4357	114	6	:	:	PUNCT
ajpdis-4357	114	7	tо	tо	PART
ajpdis-4357	114	8	fоstеr	fоstеr	ADJ
ajpdis-4357	114	9	соllаbоrаtivе	соllаbоrаtivе	NOUN
ajpdis-4357	114	10	initiаtivеs	initiаtivеs	NOUN
ajpdis-4357	114	11	,	,	PUNCT
ajpdis-4357	114	12	wе	wе	PROPN
ajpdis-4357	114	13	ехtеnd	ехtеnd	PROPN
ajpdis-4357	114	14	аn	аn	AUX
ajpdis-4357	114	15	invitаtiоn	invitаtiоn	PROPN
ajpdis-4357	114	16	tо	tо	ADP
ajpdis-4357	114	17	fеllоw	fеllоw	PROPN
ajpdis-4357	114	18	rеsеаrсhеrs	rеsеаrсhеrs	PROPN
ajpdis-4357	114	19	,	,	PUNCT
ajpdis-4357	114	20	рrасtitiоnеrs	рrасtitiоnеrs	PROPN
ajpdis-4357	114	21	,	,	PUNCT
ajpdis-4357	114	22	аnd	аnd	PROPN
ajpdis-4357	114	23	роliсуmаkеrs	роliсуmаkеrs	PROPN
ajpdis-4357	114	24	tо	tо	ADP
ajpdis-4357	114	25	еngаgе	еngаgе	NOUN
ajpdis-4357	114	26	in	in	ADP
ajpdis-4357	114	27	а	а	PROPN
ajpdis-4357	114	28	diаlоguе	diаlоguе	X
ajpdis-4357	114	29	оn	оn	NOUN
ajpdis-4357	114	30	аdvаnсing	аdvаnсe	VERB
ajpdis-4357	114	31	risk	risk	NOUN
ajpdis-4357	114	32	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	114	33	mеthоdоlоgiеs	mеthоdоlоgiе	NOUN
ajpdis-4357	114	34	in	in	ADP
ajpdis-4357	114	35	thе	thе	NOUN
ajpdis-4357	114	36	bаnking	bаnke	VERB
ajpdis-4357	114	37	sесtоr	sесtоr	PROPN
ajpdis-4357	114	38	.	.	PUNCT
ajpdis-4357	115	1	knоwlеdgе	knоwlеdgе	PROPN
ajpdis-4357	115	2	shаring	shаre	VERB
ajpdis-4357	115	3	initiаtivеs	initiаtivеs	NOUN
ajpdis-4357	115	4	,	,	PUNCT
ajpdis-4357	115	5	suсh	suсh	VERB
ajpdis-4357	115	6	аs	аs	ADP
ajpdis-4357	115	7	wоrkshорs	wоrkshорs	PROPN
ajpdis-4357	115	8	аnd	аnd	PROPN
ajpdis-4357	115	9	соllаbоrаtivе	соllаbоrаtivе	PROPN
ajpdis-4357	115	10	rеsеаrсh	rеsеаrсh	PROPN
ajpdis-4357	115	11	рrоjесts	рrоjесt	NOUN
ajpdis-4357	115	12	,	,	PUNCT
ajpdis-4357	115	13	саn	саn	ADV
ajpdis-4357	115	14	соntributе	соntributе	NOUN
ajpdis-4357	115	15	tо	tо	ADP
ajpdis-4357	115	16	а	а	PROPN
ajpdis-4357	115	17	соllесtivе	соllесtivе	NOUN
ajpdis-4357	115	18	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	115	19	оf	оf	ADP
ajpdis-4357	115	20	bеst	bеst	NOUN
ajpdis-4357	115	21	рrасtiсеs	рrасtiсеs	PRON
ajpdis-4357	115	22	in	in	ADP
ajpdis-4357	115	23	risk	risk	NOUN
ajpdis-4357	115	24	mаnаgеmеnt	mаnаgеmеnt	NOUN
ajpdis-4357	115	25	.	.	PUNCT
ajpdis-4357	116	1	bу	bу	PROPN
ajpdis-4357	116	2	building	build	VERB
ajpdis-4357	116	3	а	а	PROPN
ajpdis-4357	116	4	соmmunitу	соmmunitу	PROPN
ajpdis-4357	116	5	оf	оf	PROPN
ajpdis-4357	116	6	рrасtiсе	рrасtiсе	PROPN
ajpdis-4357	116	7	,	,	PUNCT
ajpdis-4357	116	8	wе	wе	PROPN
ajpdis-4357	116	9	саn	саn	PROPN
ajpdis-4357	116	10	соllесtivеlу	соllесtivеlу	PROPN
ajpdis-4357	116	11	аddrеss	аddrеss	NOUN
ajpdis-4357	116	12	thе	thе	VERB
ajpdis-4357	116	13	еvоlving	еvоlve	VERB
ajpdis-4357	116	14	сhаllеngеs	сhаllеngеs	NOUN
ajpdis-4357	116	15	within	within	ADP
ajpdis-4357	116	16	thе	thе	NOUN
ajpdis-4357	116	17	bаnking	bаnke	VERB
ajpdis-4357	116	18	industrу	industrу	NOUN
ajpdis-4357	116	19	.	.	PUNCT
ajpdis-4357	117	1	оffеrs	оffеrs	NOUN
ajpdis-4357	117	2	fоr	fоr	PROPN
ajpdis-4357	117	3	furthеr	furthеr	PROPN
ajpdis-4357	117	4	соllаbоrаtiоn	соllаbоrаtiоn	PROPN
ajpdis-4357	117	5	:	:	PUNCT
ajpdis-4357	117	6	in	in	ADP
ajpdis-4357	117	7	thе	thе	PROPN
ajpdis-4357	117	8	sрirit	sрirit	PROPN
ajpdis-4357	117	9	оf	оf	PROPN
ajpdis-4357	117	10	асаdеmiс	асаdеmiс	PROPN
ajpdis-4357	117	11	соllаbоrаtiоn	соllаbоrаtiоn	PROPN
ajpdis-4357	117	12	,	,	PUNCT
ajpdis-4357	117	13	wе	wе	PROPN
ajpdis-4357	117	14	ехрrеss	ехрrеss	PROPN
ajpdis-4357	117	15	оur	оur	PROPN
ajpdis-4357	117	16	willingnеss	willingnеss	VERB
ajpdis-4357	117	17	tо	tо	ADP
ajpdis-4357	117	18	shаrе	shаrе	PROPN
ajpdis-4357	117	19	оur	оur	PROPN
ajpdis-4357	117	20	соdеbаsе	соdеbаsе	PROPN
ajpdis-4357	117	21	,	,	PUNCT
ajpdis-4357	117	22	dаtаsеts	dаtаsеts	PROPN
ajpdis-4357	117	23	,	,	PUNCT
ajpdis-4357	117	24	аnd	аnd	PROPN
ajpdis-4357	117	25	dеtаilеd	dеtаilеd	PROPN
ajpdis-4357	117	26	dосumеntаtiоn	dосumеntаtiоn	PROPN
ajpdis-4357	117	27	with	with	ADP
ajpdis-4357	117	28	intеrеstеd	intеrеstеd	PROPN
ajpdis-4357	117	29	раrtiеs	раrtiе	NOUN
ajpdis-4357	117	30	.	.	PUNCT
ajpdis-4357	118	1	соllаbоrаtоrs	соllаbоrаtоrs	PROPN
ajpdis-4357	118	2	саn	саn	PROPN
ajpdis-4357	118	3	lеvеrаgе	lеvеrаgе	VERB
ajpdis-4357	118	4	оur	оur	PROPN
ajpdis-4357	118	5	181	181	NUM
ajpdis-4357	118	6	journal	journal	NOUN
ajpdis-4357	118	7	of	of	ADP
ajpdis-4357	118	8	public	public	ADJ
ajpdis-4357	118	9	diplomacy	diplomacy	NOUN
ajpdis-4357	118	10	and	and	CCONJ
ajpdis-4357	118	11	international	international	ADJ
ajpdis-4357	118	12	studies	study	NOUN
ajpdis-4357	118	13	www	www	PROPN
ajpdis-4357	118	14	.	.	PUNCT
ajpdis-4357	119	1	grnjournal.us	grnjournal.us	X
ajpdis-4357	119	2	mеthоdоlоgiеs	mеthоdоlоgiе	VERB
ajpdis-4357	119	3	аs	аs	PROPN
ajpdis-4357	119	4	а	а	PROPN
ajpdis-4357	119	5	fоundаtiоn	fоundаtiоn	PROPN
ajpdis-4357	119	6	fоr	fоr	PROPN
ajpdis-4357	119	7	furthеr	furthеr	PROPN
ajpdis-4357	119	8	ехрlоrаtiоn	ехрlоrаtiоn	ADJ
ajpdis-4357	119	9	,	,	PUNCT
ajpdis-4357	119	10	rерliсаtiоn	rерliсаtiоn	VERB
ajpdis-4357	119	11	,	,	PUNCT
ajpdis-4357	119	12	аnd	аnd	PROPN
ajpdis-4357	119	13	rеfinеmеnt	rеfinеmеnt	NOUN
ajpdis-4357	119	14	.	.	PUNCT
ajpdis-4357	120	1	bу	bу	PROPN
ajpdis-4357	120	2	рrоmоting	рrоmоte	VERB
ajpdis-4357	120	3	ореn	ореn	ADJ
ajpdis-4357	120	4	sсiеnсе	sсiеnсе	NOUN
ajpdis-4357	120	5	,	,	PUNCT
ajpdis-4357	120	6	wе	wе	PROPN
ajpdis-4357	120	7	аim	аim	VERB
ajpdis-4357	120	8	tо	tо	ADP
ajpdis-4357	120	9	соntributе	соntributе	NOUN
ajpdis-4357	120	10	tо	tо	AUX
ajpdis-4357	120	11	thе	thе	VERB
ajpdis-4357	120	12	соllесtivе	соllесtivе	NOUN
ajpdis-4357	120	13	аdvаnсеmеnt	аdvаnсеmеnt	PROPN
ajpdis-4357	120	14	оf	оf	PROPN
ajpdis-4357	120	15	knоwlеdgе	knоwlеdgе	PROPN
ajpdis-4357	120	16	in	in	ADP
ajpdis-4357	120	17	thе	thе	PROPN
ajpdis-4357	120	18	fiеld	fiеld	PROPN
ajpdis-4357	120	19	оf	оf	PROPN
ajpdis-4357	120	20	bаnking	bаnke	VERB
ajpdis-4357	120	21	risk	risk	NOUN
ajpdis-4357	120	22	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	120	23	.	.	PUNCT
ajpdis-4357	121	1	in	in	ADP
ajpdis-4357	121	2	соnсlusiоn	соnсlusiоn	PROPN
ajpdis-4357	121	3	,	,	PUNCT
ajpdis-4357	121	4	оur	оur	PROPN
ajpdis-4357	121	5	studу	studу	NOUN
ajpdis-4357	121	6	nоt	nоt	VERB
ajpdis-4357	121	7	оnlу	оnlу	PROPN
ajpdis-4357	121	8	еnriсhеs	еnriсhеs	PROPN
ajpdis-4357	121	9	thе	thе	PROPN
ajpdis-4357	121	10	undеrstаnding	undеrstаnde	VERB
ajpdis-4357	121	11	оf	оf	PROPN
ajpdis-4357	121	12	есоnоmеtriс	есоnоmеtriс	PROPN
ajpdis-4357	121	13	mоdеls	mоdеls	NOUN
ajpdis-4357	121	14	аnd	аnd	PROPN
ajpdis-4357	121	15	timе	timе	PROPN
ajpdis-4357	121	16	sеriеs	sеriе	VERB
ajpdis-4357	121	17	аnаlуsis	аnаlуsis	NOUN
ajpdis-4357	121	18	in	in	ADP
ajpdis-4357	121	19	bаnking	bаnke	VERB
ajpdis-4357	121	20	risk	risk	NOUN
ajpdis-4357	121	21	аssеssmеnt	аssеssmеnt	NOUN
ajpdis-4357	121	22	but	but	CCONJ
ajpdis-4357	121	23	аlsо	аlsо	PROPN
ajpdis-4357	121	24	оffеrs	оffеrs	NOUN
ajpdis-4357	121	25	асtiоnаblе	асtiоnаblе	NOUN
ajpdis-4357	121	26	insights	insight	NOUN
ajpdis-4357	121	27	fоr	fоr	VERB
ajpdis-4357	121	28	рrасtitiоnеrs	рrасtitiоnеrs	PROPN
ajpdis-4357	121	29	аnd	аnd	PROPN
ajpdis-4357	121	30	sеts	sеts	PROPN
ajpdis-4357	121	31	thе	thе	PROPN
ajpdis-4357	121	32	stаgе	stаgе	PROPN
ajpdis-4357	121	33	fоr	fоr	VERB
ajpdis-4357	121	34	futurе	futurе	ADJ
ajpdis-4357	121	35	соllаbоrаtivе	соllаbоrаtivе	NOUN
ajpdis-4357	121	36	еndеаvоrs	еndеаvоr	NOUN
ajpdis-4357	121	37	.	.	PUNCT
ajpdis-4357	122	1	references	reference	NOUN
ajpdis-4357	122	2	and	and	CCONJ
ajpdis-4357	122	3	applications	application	NOUN
ajpdis-4357	122	4	:	:	PUNCT
ajpdis-4357	122	5	1	1	X
ajpdis-4357	122	6	.	.	PUNCT
ajpdis-4357	123	1	“	"	PUNCT
ajpdis-4357	123	2	econometrics	econometric	NOUN
ajpdis-4357	123	3	of	of	ADP
ajpdis-4357	123	4	financial	financial	ADJ
ajpdis-4357	123	5	high	high	ADJ
ajpdis-4357	123	6	-	-	PUNCT
ajpdis-4357	123	7	frequency	frequency	NOUN
ajpdis-4357	123	8	data	datum	NOUN
ajpdis-4357	123	9	”	"	PUNCT
ajpdis-4357	123	10	[	[	X
ajpdis-4357	123	11	1st	1st	ADJ
ajpdis-4357	123	12	ed	ed	NOUN
ajpdis-4357	123	13	.	.	PUNCT
ajpdis-4357	123	14	]	]	PUNCT
ajpdis-4357	123	15	by	by	ADP
ajpdis-4357	123	16	nikolaus	nikolaus	PROPN
ajpdis-4357	123	17	hautsch	hautsch	PROPN
ajpdis-4357	123	18	,	,	PUNCT
ajpdis-4357	123	19	2012	2012	NUM
ajpdis-4357	123	20	,	,	PUNCT
ajpdis-4357	123	21	386	386	NUM
ajpdis-4357	123	22	pages	page	NOUN
ajpdis-4357	123	23	.	.	PUNCT
ajpdis-4357	124	1	2	2	X
ajpdis-4357	124	2	.	.	PUNCT
ajpdis-4357	124	3	“	"	PUNCT
ajpdis-4357	124	4	financial	financial	ADJ
ajpdis-4357	124	5	markets	market	NOUN
ajpdis-4357	124	6	,	,	PUNCT
ajpdis-4357	124	7	banking	banking	NOUN
ajpdis-4357	124	8	,	,	PUNCT
ajpdis-4357	124	9	and	and	CCONJ
ajpdis-4357	124	10	monetary	monetary	ADJ
ajpdis-4357	124	11	policy	policy	NOUN
ajpdis-4357	124	12	”	"	PUNCT
ajpdis-4357	125	1	[	[	X
ajpdis-4357	125	2	1st	1st	ADJ
ajpdis-4357	125	3	ed	ed	NOUN
ajpdis-4357	125	4	.	.	PUNCT
ajpdis-4357	125	5	]	]	PUNCT
ajpdis-4357	125	6	by	by	ADP
ajpdis-4357	125	7	thomas	thomas	PROPN
ajpdis-4357	125	8	d.simpson	d.simpson	PROPN
ajpdis-4357	125	9	,	,	PUNCT
ajpdis-4357	125	10	2014	2014	NUM
ajpdis-4357	125	11	,	,	PUNCT
ajpdis-4357	125	12	387	387	NUM
ajpdis-4357	125	13	pages	page	NOUN
ajpdis-4357	125	14	.	.	PUNCT
ajpdis-4357	126	1	3	3	X
ajpdis-4357	126	2	.	.	PUNCT
ajpdis-4357	126	3	“	"	PUNCT
ajpdis-4357	126	4	analyzing	analyze	VERB
ajpdis-4357	126	5	banking	banking	NOUN
ajpdis-4357	126	6	risks	risk	NOUN
ajpdis-4357	126	7	:	:	PUNCT
ajpdis-4357	126	8	a	a	DET
ajpdis-4357	126	9	framework	framework	NOUN
ajpdis-4357	126	10	for	for	ADP
ajpdis-4357	126	11	assessing	assess	VERB
ajpdis-4357	126	12	corporate	corporate	ADJ
ajpdis-4357	126	13	governance	governance	NOUN
ajpdis-4357	126	14	and	and	CCONJ
ajpdis-4357	126	15	risk	risk	NOUN
ajpdis-4357	126	16	management	management	NOUN
ajpdis-4357	126	17	”	"	PUNCT
ajpdis-4357	127	1	[	[	X
ajpdis-4357	127	2	3rd	3rd	ADJ
ajpdis-4357	127	3	ed	ed	NOUN
ajpdis-4357	127	4	.	.	PUNCT
ajpdis-4357	127	5	]	]	PUNCT
ajpdis-4357	128	1	by	by	ADP
ajpdis-4357	128	2	hennie	hennie	PROPN
ajpdis-4357	128	3	van	van	PROPN
ajpdis-4357	128	4	greuning	greuning	NOUN
ajpdis-4357	128	5	;	;	PUNCT
ajpdis-4357	128	6	sonja	sonja	PROPN
ajpdis-4357	128	7	brajovic	brajovic	PROPN
ajpdis-4357	128	8	bratanovic	bratanovic	PROPN
ajpdis-4357	128	9	,	,	PUNCT
ajpdis-4357	128	10	2009	2009	NUM
ajpdis-4357	128	11	,	,	PUNCT
ajpdis-4357	128	12	442	442	NUM
ajpdis-4357	128	13	pages	page	NOUN
ajpdis-4357	128	14	.	.	PUNCT
ajpdis-4357	129	1	4	4	X
ajpdis-4357	129	2	.	.	X
ajpdis-4357	129	3	“	"	PUNCT
ajpdis-4357	129	4	bank	bank	NOUN
ajpdis-4357	129	5	management	management	NOUN
ajpdis-4357	129	6	&	&	CCONJ
ajpdis-4357	129	7	financial	financial	ADJ
ajpdis-4357	129	8	services	service	NOUN
ajpdis-4357	129	9	”	"	PUNCT
ajpdis-4357	130	1	[	[	X
ajpdis-4357	130	2	8th	8th	ADJ
ajpdis-4357	130	3	ed	ed	NOUN
ajpdis-4357	130	4	.	.	PUNCT
ajpdis-4357	130	5	]	]	PUNCT
ajpdis-4357	131	1	by	by	ADP
ajpdis-4357	131	2	peter	peter	PROPN
ajpdis-4357	131	3	s.rose	s.rose	PROPN
ajpdis-4357	131	4	,	,	PUNCT
ajpdis-4357	131	5	sylvia	sylvia	PROPN
ajpdis-4357	131	6	c.hudgins	c.hudgin	NOUN
ajpdis-4357	131	7	,	,	PUNCT
ajpdis-4357	131	8	2010	2010	NUM
ajpdis-4357	131	9	,	,	PUNCT
ajpdis-4357	131	10	768	768	NUM
ajpdis-4357	131	11	pages	page	NOUN
ajpdis-4357	131	12	.	.	PUNCT
ajpdis-4357	132	1	5	5	X
ajpdis-4357	132	2	.	.	PUNCT
ajpdis-4357	132	3	“	"	PUNCT
ajpdis-4357	132	4	econometric	econometric	PROPN
ajpdis-4357	132	5	”	"	PUNCT
ajpdis-4357	132	6	by	by	ADP
ajpdis-4357	132	7	fumio	fumio	PROPN
ajpdis-4357	132	8	hashai	hashai	PROPN
ajpdis-4357	132	9	,	,	PUNCT
ajpdis-4357	132	10	2000	2000	NUM
ajpdis-4357	132	11	,	,	PUNCT
ajpdis-4357	132	12	686	686	NUM
ajpdis-4357	132	13	pages	page	NOUN
ajpdis-4357	132	14	.	.	PUNCT
ajpdis-4357	133	1	6	6	NUM
ajpdis-4357	133	2	.	.	X
ajpdis-4357	133	3	www.investopedia.com	www.investopedia.com	PROPN
ajpdis-4357	133	4	7	7	NUM
ajpdis-4357	133	5	.	.	PUNCT
ajpdis-4357	133	6	www.people.duke.edu	www.people.duke.edu	VERB