id sid tid token lemma pos issue-350 1 1 baltic baltic PROPN issue-350 1 2 journal journal PROPN issue-350 1 3 of of ADP issue-350 1 4 economic economic ADJ issue-350 1 5 studies study NOUN issue-350 1 6 188 188 NUM issue-350 1 7 vol vol NOUN issue-350 1 8 . . PROPN issue-350 2 1 4 4 NUM issue-350 2 2 , , PUNCT issue-350 2 3 no no INTJ issue-350 2 4 . . NOUN issue-350 2 5 1 1 NUM issue-350 2 6 , , PUNCT issue-350 2 7 2018 2018 NUM issue-350 2 8 corresponding correspond VERB issue-350 2 9 author author NOUN issue-350 2 10 : : PUNCT issue-350 2 11 1 1 NUM issue-350 2 12 department department NOUN issue-350 2 13 of of ADP issue-350 2 14 accounting accounting NOUN issue-350 2 15 , , PUNCT issue-350 2 16 finance finance NOUN issue-350 2 17 and and CCONJ issue-350 2 18 economic economic ADJ issue-350 2 19 security security NOUN issue-350 2 20 , , PUNCT issue-350 2 21 state state NOUN issue-350 2 22 institution institution NOUN issue-350 2 23 of of ADP issue-350 2 24 higher high ADJ issue-350 2 25 education education NOUN issue-350 2 26 “ " PUNCT issue-350 2 27 donetsk donetsk NOUN issue-350 2 28 national national PROPN issue-350 2 29 technical technical PROPN issue-350 2 30 university university PROPN issue-350 2 31 ” " PUNCT issue-350 2 32 . . PUNCT issue-350 3 1 e e X issue-350 3 2 - - NOUN issue-350 3 3 mail mail NOUN issue-350 3 4 : : PUNCT issue-350 3 5 leonid.katranzhy@donntu.edu.ua leonid.katranzhy@donntu.edu.ua PROPN issue-350 3 6 2 2 NUM issue-350 3 7 department department NOUN issue-350 3 8 of of ADP issue-350 3 9 economic economic ADJ issue-350 3 10 cybernetics cybernetic NOUN issue-350 3 11 and and CCONJ issue-350 3 12 further further ADJ issue-350 3 13 mathematics mathematic NOUN issue-350 3 14 , , PUNCT issue-350 3 15 state state NOUN issue-350 3 16 institution institution NOUN issue-350 3 17 of of ADP issue-350 3 18 higher high ADJ issue-350 3 19 education education NOUN issue-350 3 20 “ " PUNCT issue-350 3 21 donetsk donetsk NOUN issue-350 3 22 national national PROPN issue-350 3 23 technical technical PROPN issue-350 3 24 university university PROPN issue-350 3 25 ” " PUNCT issue-350 3 26 . . PUNCT issue-350 4 1 e e X issue-350 4 2 - - NOUN issue-350 4 3 mail mail NOUN issue-350 4 4 : : PUNCT issue-350 4 5 alexandr.podskrebko@gmail.com alexandr.podskrebko@gmail.com X issue-350 4 6 3 3 NUM issue-350 4 7 department department NOUN issue-350 4 8 of of ADP issue-350 4 9 economic economic ADJ issue-350 4 10 cybernetics cybernetic NOUN issue-350 4 11 and and CCONJ issue-350 4 12 further further ADJ issue-350 4 13 mathematics mathematic NOUN issue-350 4 14 , , PUNCT issue-350 4 15 state state NOUN issue-350 4 16 institution institution NOUN issue-350 4 17 of of ADP issue-350 4 18 higher high ADJ issue-350 4 19 education education NOUN issue-350 4 20 “ " PUNCT issue-350 4 21 donetsk donetsk NOUN issue-350 4 22 national national PROPN issue-350 4 23 technical technical PROPN issue-350 4 24 university university PROPN issue-350 4 25 ” " PUNCT issue-350 4 26 . . PUNCT issue-350 5 1 e e X issue-350 5 2 - - NOUN issue-350 5 3 mail mail NOUN issue-350 5 4 : : PUNCT issue-350 5 5 vitaliy.krasko@donntu.edu.ua vitaliy.krasko@donntu.edu.ua NOUN issue-350 5 6 doi doi PROPN issue-350 5 7 : : PUNCT issue-350 5 8 https://doi.org/10.30525/2256-0742/2018-4-1-188-194 https://doi.org/10.30525/2256-0742/2018-4-1-188-194 PROPN issue-350 5 9 modelling model VERB issue-350 5 10 the the DET issue-350 5 11 dynamics dynamic NOUN issue-350 5 12 of of ADP issue-350 5 13 the the DET issue-350 5 14 adequacy adequacy NOUN issue-350 5 15 of of ADP issue-350 5 16 bank bank NOUN issue-350 5 17 ’s ’s PART issue-350 5 18 regulatory regulatory ADJ issue-350 5 19 capital capital NOUN issue-350 5 20 leonid leonid PROPN issue-350 5 21 katranzhy1 katranzhy1 PROPN issue-350 5 22 , , PUNCT issue-350 5 23 oleksandr oleksandr PROPN issue-350 5 24 podskrebko2 podskrebko2 NOUN issue-350 5 25 , , PUNCT issue-350 5 26 vitaliy vitaliy PROPN issue-350 5 27 krasko3 krasko3 PROPN issue-350 5 28 state state NOUN issue-350 5 29 institution institution NOUN issue-350 5 30 of of ADP issue-350 5 31 higher high ADJ issue-350 5 32 education education NOUN issue-350 5 33 “ " PUNCT issue-350 5 34 donetsk donetsk NOUN issue-350 5 35 national national PROPN issue-350 5 36 technical technical PROPN issue-350 5 37 university university PROPN issue-350 5 38 ” " PUNCT issue-350 5 39 , , PUNCT issue-350 5 40 ukraine ukraine PROPN issue-350 5 41 abstract abstract NOUN issue-350 5 42 . . PUNCT issue-350 6 1 the the DET issue-350 6 2 purpose purpose NOUN issue-350 6 3 of of ADP issue-350 6 4 the the DET issue-350 6 5 article article NOUN issue-350 6 6 is be AUX issue-350 6 7 to to PART issue-350 6 8 develop develop VERB issue-350 6 9 scientific scientific ADJ issue-350 6 10 and and CCONJ issue-350 6 11 methodological methodological ADJ issue-350 6 12 recommendations recommendation NOUN issue-350 6 13 for for ADP issue-350 6 14 modelling model VERB issue-350 6 15 the the DET issue-350 6 16 dynamics dynamic NOUN issue-350 6 17 of of ADP issue-350 6 18 the the DET issue-350 6 19 level level NOUN issue-350 6 20 of of ADP issue-350 6 21 capital capital NOUN issue-350 6 22 adequacy adequacy NOUN issue-350 6 23 for for ADP issue-350 6 24 ensuring ensure VERB issue-350 6 25 the the DET issue-350 6 26 financial financial ADJ issue-350 6 27 balance balance NOUN issue-350 6 28 of of ADP issue-350 6 29 the the DET issue-350 6 30 bank bank NOUN issue-350 6 31 , , PUNCT issue-350 6 32 sufficient sufficient ADJ issue-350 6 33 controllability controllability NOUN issue-350 6 34 and and CCONJ issue-350 6 35 increasing increase VERB issue-350 6 36 the the DET issue-350 6 37 efficiency efficiency NOUN issue-350 6 38 of of ADP issue-350 6 39 its its PRON issue-350 6 40 activities activity NOUN issue-350 6 41 . . PUNCT issue-350 7 1 the the DET issue-350 7 2 article article NOUN issue-350 7 3 explores explore VERB issue-350 7 4 peculiarities peculiarity NOUN issue-350 7 5 of of ADP issue-350 7 6 banking banking NOUN issue-350 7 7 regulation regulation NOUN issue-350 7 8 and and CCONJ issue-350 7 9 supervision supervision NOUN issue-350 7 10 in in ADP issue-350 7 11 the the DET issue-350 7 12 process process NOUN issue-350 7 13 of of ADP issue-350 7 14 capital capital NOUN issue-350 7 15 formation formation NOUN issue-350 7 16 . . PUNCT issue-350 8 1 it it PRON issue-350 8 2 is be AUX issue-350 8 3 shown show VERB issue-350 8 4 that that SCONJ issue-350 8 5 the the DET issue-350 8 6 issue issue NOUN issue-350 8 7 of of ADP issue-350 8 8 formation formation NOUN issue-350 8 9 of of ADP issue-350 8 10 capital capital NOUN issue-350 8 11 by by ADP issue-350 8 12 banking banking NOUN issue-350 8 13 institutions institution NOUN issue-350 8 14 is be AUX issue-350 8 15 actualized actualize VERB issue-350 8 16 in in ADP issue-350 8 17 the the DET issue-350 8 18 context context NOUN issue-350 8 19 of of ADP issue-350 8 20 management management NOUN issue-350 8 21 reform reform NOUN issue-350 8 22 and and CCONJ issue-350 8 23 target target NOUN issue-350 8 24 tasks task NOUN issue-350 8 25 of of ADP issue-350 8 26 the the DET issue-350 8 27 development development NOUN issue-350 8 28 of of ADP issue-350 8 29 the the DET issue-350 8 30 banking banking NOUN issue-350 8 31 industry industry NOUN issue-350 8 32 of of ADP issue-350 8 33 ukraine ukraine NOUN issue-350 8 34 . . PUNCT issue-350 9 1 given give VERB issue-350 9 2 the the DET issue-350 9 3 state state NOUN issue-350 9 4 of of ADP issue-350 9 5 the the DET issue-350 9 6 banking banking NOUN issue-350 9 7 services service NOUN issue-350 9 8 market market NOUN issue-350 9 9 and and CCONJ issue-350 9 10 its its PRON issue-350 9 11 development development NOUN issue-350 9 12 trends trend NOUN issue-350 9 13 , , PUNCT issue-350 9 14 the the DET issue-350 9 15 unsettled unsettled ADJ issue-350 9 16 problem problem NOUN issue-350 9 17 of of ADP issue-350 9 18 the the DET issue-350 9 19 capitalization capitalization NOUN issue-350 9 20 of of ADP issue-350 9 21 banks bank NOUN issue-350 9 22 , , PUNCT issue-350 9 23 it it PRON issue-350 9 24 becomes become VERB issue-350 9 25 important important ADJ issue-350 9 26 to to PART issue-350 9 27 improve improve VERB issue-350 9 28 the the DET issue-350 9 29 mechanism mechanism NOUN issue-350 9 30 of of ADP issue-350 9 31 capital capital NOUN issue-350 9 32 formation formation NOUN issue-350 9 33 . . PUNCT issue-350 10 1 in in ADP issue-350 10 2 order order NOUN issue-350 10 3 to to PART issue-350 10 4 improve improve VERB issue-350 10 5 the the DET issue-350 10 6 efficiency efficiency NOUN issue-350 10 7 of of ADP issue-350 10 8 bank bank NOUN issue-350 10 9 regulation regulation NOUN issue-350 10 10 and and CCONJ issue-350 10 11 management management NOUN issue-350 10 12 of of ADP issue-350 10 13 capital capital NOUN issue-350 10 14 formation formation NOUN issue-350 10 15 , , PUNCT issue-350 10 16 recommendations recommendation NOUN issue-350 10 17 are be AUX issue-350 10 18 proposed propose VERB issue-350 10 19 for for ADP issue-350 10 20 modelling model VERB issue-350 10 21 the the DET issue-350 10 22 dynamics dynamic NOUN issue-350 10 23 of of ADP issue-350 10 24 the the DET issue-350 10 25 adequacy adequacy NOUN issue-350 10 26 of of ADP issue-350 10 27 regulatory regulatory ADJ issue-350 10 28 capital capital NOUN issue-350 10 29 on on ADP issue-350 10 30 the the DET issue-350 10 31 basis basis NOUN issue-350 10 32 of of ADP issue-350 10 33 determining determine VERB issue-350 10 34 the the DET issue-350 10 35 forecast forecast NOUN issue-350 10 36 values value NOUN issue-350 10 37 of of ADP issue-350 10 38 its its PRON issue-350 10 39 components component NOUN issue-350 10 40 . . PUNCT issue-350 11 1 research research NOUN issue-350 11 2 methodology methodology NOUN issue-350 11 3 : : PUNCT issue-350 11 4 the the DET issue-350 11 5 feasibility feasibility NOUN issue-350 11 6 of of ADP issue-350 11 7 using use VERB issue-350 11 8 predictive predictive ADJ issue-350 11 9 models model NOUN issue-350 11 10 with with ADP issue-350 11 11 the the DET issue-350 11 12 use use NOUN issue-350 11 13 of of ADP issue-350 11 14 artificial artificial ADJ issue-350 11 15 neural neural ADJ issue-350 11 16 networks network NOUN issue-350 11 17 is be AUX issue-350 11 18 substantiated substantiate VERB issue-350 11 19 . . PUNCT issue-350 12 1 in in ADP issue-350 12 2 contrast contrast NOUN issue-350 12 3 to to ADP issue-350 12 4 the the DET issue-350 12 5 classic classic ADJ issue-350 12 6 trend trend NOUN issue-350 12 7 , , PUNCT issue-350 12 8 discussed discuss VERB issue-350 12 9 in in ADP issue-350 12 10 the the DET issue-350 12 11 article article NOUN issue-350 12 12 , , PUNCT issue-350 12 13 the the DET issue-350 12 14 models model NOUN issue-350 12 15 with with ADP issue-350 12 16 the the DET issue-350 12 17 architecture architecture NOUN issue-350 12 18 of of ADP issue-350 12 19 the the DET issue-350 12 20 multilayer multilayer PROPN issue-350 12 21 perceptron perceptron PROPN issue-350 12 22 proved prove VERB issue-350 12 23 to to PART issue-350 12 24 be be AUX issue-350 12 25 the the DET issue-350 12 26 most most ADV issue-350 12 27 adequate adequate ADJ issue-350 12 28 and and CCONJ issue-350 12 29 accurate accurate ADJ issue-350 12 30 . . PUNCT issue-350 13 1 in in ADP issue-350 13 2 addition addition NOUN issue-350 13 3 to to ADP issue-350 13 4 a a DET issue-350 13 5 point point NOUN issue-350 13 6 forecast forecast NOUN issue-350 13 7 of of ADP issue-350 13 8 the the DET issue-350 13 9 dynamics dynamic NOUN issue-350 13 10 of of ADP issue-350 13 11 regulatory regulatory ADJ issue-350 13 12 capital capital NOUN issue-350 13 13 , , PUNCT issue-350 13 14 the the DET issue-350 13 15 overall overall ADJ issue-350 13 16 risk risk NOUN issue-350 13 17 and and CCONJ issue-350 13 18 the the DET issue-350 13 19 amount amount NOUN issue-350 13 20 of of ADP issue-350 13 21 the the DET issue-350 13 22 net net ADJ issue-350 13 23 foreign foreign ADJ issue-350 13 24 exchange exchange NOUN issue-350 13 25 position position NOUN issue-350 13 26 , , PUNCT issue-350 13 27 their their PRON issue-350 13 28 pessimistic pessimistic ADJ issue-350 13 29 and and CCONJ issue-350 13 30 optimistic optimistic ADJ issue-350 13 31 forecasts forecast NOUN issue-350 13 32 were be AUX issue-350 13 33 constructed construct VERB issue-350 13 34 . . PUNCT issue-350 14 1 the the DET issue-350 14 2 author author NOUN issue-350 14 3 ’s ’s PART issue-350 14 4 proposals proposal NOUN issue-350 14 5 are be AUX issue-350 14 6 formalized formalize VERB issue-350 14 7 by by ADP issue-350 14 8 appropriate appropriate ADJ issue-350 14 9 calculation calculation NOUN issue-350 14 10 algorithms algorithm NOUN issue-350 14 11 . . PUNCT issue-350 15 1 modelling model VERB issue-350 15 2 the the DET issue-350 15 3 dynamics dynamic NOUN issue-350 15 4 of of ADP issue-350 15 5 the the DET issue-350 15 6 adequacy adequacy NOUN issue-350 15 7 of of ADP issue-350 15 8 regulatory regulatory ADJ issue-350 15 9 capital capital NOUN issue-350 15 10 and and CCONJ issue-350 15 11 its its PRON issue-350 15 12 components component NOUN issue-350 15 13 in in ADP issue-350 15 14 practice practice NOUN issue-350 15 15 will will AUX issue-350 15 16 allow allow VERB issue-350 15 17 more more ADV issue-350 15 18 efficiently efficiently ADV issue-350 15 19 manage manage VERB issue-350 15 20 systemic systemic ADJ issue-350 15 21 and and CCONJ issue-350 15 22 individual individual ADJ issue-350 15 23 banking banking NOUN issue-350 15 24 risks risk NOUN issue-350 15 25 . . PUNCT issue-350 16 1 key key ADJ issue-350 16 2 words word NOUN issue-350 16 3 : : PUNCT issue-350 16 4 bank bank NOUN issue-350 16 5 ’s ’s PART issue-350 16 6 regulatory regulatory ADJ issue-350 16 7 capital capital NOUN issue-350 16 8 , , PUNCT issue-350 16 9 capital capital NOUN issue-350 16 10 ratios ratio NOUN issue-350 16 11 , , PUNCT issue-350 16 12 adequacy adequacy NOUN issue-350 16 13 of of ADP issue-350 16 14 regulatory regulatory ADJ issue-350 16 15 capital capital NOUN issue-350 16 16 , , PUNCT issue-350 16 17 forecasting forecasting NOUN issue-350 16 18 , , PUNCT issue-350 16 19 neural neural ADJ issue-350 16 20 networks network NOUN issue-350 16 21 , , PUNCT issue-350 16 22 modelling modelling NOUN issue-350 16 23 . . PUNCT issue-350 17 1 jel jel PROPN issue-350 17 2 classification classification PROPN issue-350 17 3 : : PUNCT issue-350 17 4 g21 g21 PROPN issue-350 17 5 , , PUNCT issue-350 17 6 g28 g28 VERB issue-350 17 7 1 1 NUM issue-350 17 8 . . PUNCT issue-350 18 1 introduction introduction NOUN issue-350 18 2 solving solve VERB issue-350 18 3 many many ADJ issue-350 18 4 of of ADP issue-350 18 5 the the DET issue-350 18 6 problems problem NOUN issue-350 18 7 facing face VERB issue-350 18 8 the the DET issue-350 18 9 ukrainian ukrainian ADJ issue-350 18 10 economy economy NOUN issue-350 18 11 , , PUNCT issue-350 18 12 namely namely ADV issue-350 18 13 , , PUNCT issue-350 18 14 overcoming overcome VERB issue-350 18 15 the the DET issue-350 18 16 socio socio NOUN issue-350 18 17 - - PUNCT issue-350 18 18 economic economic ADJ issue-350 18 19 crisis crisis NOUN issue-350 18 20 , , PUNCT issue-350 18 21 ensuring ensure VERB issue-350 18 22 economic economic ADJ issue-350 18 23 growth growth NOUN issue-350 18 24 , , PUNCT issue-350 18 25 increasing increase VERB issue-350 18 26 the the DET issue-350 18 27 participation participation NOUN issue-350 18 28 of of ADP issue-350 18 29 banks bank NOUN issue-350 18 30 in in ADP issue-350 18 31 the the DET issue-350 18 32 investment investment NOUN issue-350 18 33 process process NOUN issue-350 18 34 , , PUNCT issue-350 18 35 and and CCONJ issue-350 18 36 increasing increase VERB issue-350 18 37 lending lending NOUN issue-350 18 38 depends depend VERB issue-350 18 39 to to ADP issue-350 18 40 a a DET issue-350 18 41 certain certain ADJ issue-350 18 42 extent extent NOUN issue-350 18 43 on on ADP issue-350 18 44 the the DET issue-350 18 45 effective effective ADJ issue-350 18 46 functioning functioning NOUN issue-350 18 47 of of ADP issue-350 18 48 the the DET issue-350 18 49 banking banking NOUN issue-350 18 50 system system NOUN issue-350 18 51 and and CCONJ issue-350 18 52 the the DET issue-350 18 53 level level NOUN issue-350 18 54 of of ADP issue-350 18 55 its its PRON issue-350 18 56 stability stability NOUN issue-350 18 57 . . PUNCT issue-350 19 1 it it PRON issue-350 19 2 is be AUX issue-350 19 3 clear clear ADJ issue-350 19 4 that that SCONJ issue-350 19 5 at at ADP issue-350 19 6 the the DET issue-350 19 7 present present ADJ issue-350 19 8 stage stage NOUN issue-350 19 9 , , PUNCT issue-350 19 10 only only ADV issue-350 19 11 those those DET issue-350 19 12 banks bank NOUN issue-350 19 13 that that PRON issue-350 19 14 can can AUX issue-350 19 15 quickly quickly ADV issue-350 19 16 adapt adapt VERB issue-350 19 17 to to ADP issue-350 19 18 the the DET issue-350 19 19 trends trend NOUN issue-350 19 20 of of ADP issue-350 19 21 crisis crisis NOUN issue-350 19 22 recovery recovery NOUN issue-350 19 23 , , PUNCT issue-350 19 24 to to PART issue-350 19 25 take take VERB issue-350 19 26 precautionary precautionary ADJ issue-350 19 27 measures measure NOUN issue-350 19 28 , , PUNCT issue-350 19 29 in in ADP issue-350 19 30 advance advance NOUN issue-350 19 31 anticipating anticipate VERB issue-350 19 32 the the DET issue-350 19 33 possible possible ADJ issue-350 19 34 consequences consequence NOUN issue-350 19 35 of of ADP issue-350 19 36 both both CCONJ issue-350 19 37 their their PRON issue-350 19 38 own own ADJ issue-350 19 39 risky risky ADJ issue-350 19 40 activities activity NOUN issue-350 19 41 and and CCONJ issue-350 19 42 the the DET issue-350 19 43 negative negative ADJ issue-350 19 44 impact impact NOUN issue-350 19 45 of of ADP issue-350 19 46 systemic systemic ADJ issue-350 19 47 risks risk NOUN issue-350 19 48 will will AUX issue-350 19 49 survive survive VERB issue-350 19 50 . . PUNCT issue-350 20 1 the the DET issue-350 20 2 specific specific ADJ issue-350 20 3 structure structure NOUN issue-350 20 4 of of ADP issue-350 20 5 capital capital NOUN issue-350 20 6 with with ADP issue-350 20 7 a a DET issue-350 20 8 high high ADJ issue-350 20 9 share share NOUN issue-350 20 10 of of ADP issue-350 20 11 debt debt NOUN issue-350 20 12 burden burden NOUN issue-350 20 13 inherent inherent ADJ issue-350 20 14 in in ADP issue-350 20 15 banks bank NOUN issue-350 20 16 objectively objectively ADV issue-350 20 17 determines determine VERB issue-350 20 18 the the DET issue-350 20 19 need need NOUN issue-350 20 20 for for ADP issue-350 20 21 capital capital NOUN issue-350 20 22 formation formation NOUN issue-350 20 23 in in ADP issue-350 20 24 accordance accordance NOUN issue-350 20 25 with with ADP issue-350 20 26 financial financial ADJ issue-350 20 27 risks risk NOUN issue-350 20 28 . . PUNCT issue-350 21 1 of of ADP issue-350 21 2 course course NOUN issue-350 21 3 , , PUNCT issue-350 21 4 not not PART issue-350 21 5 all all DET issue-350 21 6 risk risk NOUN issue-350 21 7 assets asset NOUN issue-350 21 8 can can AUX issue-350 21 9 be be AUX issue-350 21 10 fully fully ADV issue-350 21 11 covered cover VERB issue-350 21 12 . . PUNCT issue-350 22 1 this this PRON issue-350 22 2 is be AUX issue-350 22 3 only only ADV issue-350 22 4 a a DET issue-350 22 5 matter matter NOUN issue-350 22 6 of of ADP issue-350 22 7 determining determine VERB issue-350 22 8 the the DET issue-350 22 9 minimum minimum ADJ issue-350 22 10 adequate adequate ADJ issue-350 22 11 amount amount NOUN issue-350 22 12 , , PUNCT issue-350 22 13 that that ADV issue-350 22 14 is is ADV issue-350 22 15 , , PUNCT issue-350 22 16 the the DET issue-350 22 17 proportion proportion NOUN issue-350 22 18 of of ADP issue-350 22 19 the the DET issue-350 22 20 total total ADJ issue-350 22 21 risk risk NOUN issue-350 22 22 borne bear VERB issue-350 22 23 by by ADP issue-350 22 24 the the DET issue-350 22 25 bank bank NOUN issue-350 22 26 owners owner NOUN issue-350 22 27 . . PUNCT issue-350 23 1 at at ADP issue-350 23 2 the the DET issue-350 23 3 same same ADJ issue-350 23 4 time time NOUN issue-350 23 5 , , PUNCT issue-350 23 6 each each DET issue-350 23 7 separate separate ADJ issue-350 23 8 banking banking NOUN issue-350 23 9 institution institution NOUN issue-350 23 10 should should AUX issue-350 23 11 have have VERB issue-350 23 12 available available ADJ issue-350 23 13 capital capital NOUN issue-350 23 14 sufficient sufficient ADJ issue-350 23 15 to to PART issue-350 23 16 cover cover VERB issue-350 23 17 possible possible ADJ issue-350 23 18 losses loss NOUN issue-350 23 19 , , PUNCT issue-350 23 20 support support NOUN issue-350 23 21 for for ADP issue-350 23 22 solvency solvency NOUN issue-350 23 23 and and CCONJ issue-350 23 24 financial financial ADJ issue-350 23 25 independence independence NOUN issue-350 23 26 . . PUNCT issue-350 24 1 from from ADP issue-350 24 2 these these DET issue-350 24 3 positions position NOUN issue-350 24 4 , , PUNCT issue-350 24 5 modelling model VERB issue-350 24 6 the the DET issue-350 24 7 dynamics dynamic NOUN issue-350 24 8 of of ADP issue-350 24 9 the the DET issue-350 24 10 adequacy adequacy NOUN issue-350 24 11 of of ADP issue-350 24 12 regulatory regulatory ADJ issue-350 24 13 capital capital NOUN issue-350 24 14 of of ADP issue-350 24 15 the the DET issue-350 24 16 bank bank NOUN issue-350 24 17 as as ADP issue-350 24 18 one one NUM issue-350 24 19 of of ADP issue-350 24 20 the the DET issue-350 24 21 main main ADJ issue-350 24 22 regulatory regulatory ADJ issue-350 24 23 requirements requirement NOUN issue-350 24 24 put put VERB issue-350 24 25 forward forward ADV issue-350 24 26 by by ADP issue-350 24 27 banks bank NOUN issue-350 24 28 on on ADP issue-350 24 29 the the DET issue-350 24 30 part part NOUN issue-350 24 31 of of ADP issue-350 24 32 the the DET issue-350 24 33 state state NOUN issue-350 24 34 in in ADP issue-350 24 35 the the DET issue-350 24 36 person person NOUN issue-350 24 37 of of ADP issue-350 24 38 the the DET issue-350 24 39 regulator regulator NOUN issue-350 24 40     SPACE issue-350 24 41 – – PUNCT issue-350 24 42 the the DET issue-350 24 43 national national PROPN issue-350 24 44 bank bank PROPN issue-350 24 45 of of ADP issue-350 24 46 ukraine ukraine PROPN issue-350 24 47 ( ( PUNCT issue-350 24 48 hereinafter hereinafter NOUN issue-350 24 49     SPACE issue-350 24 50 – – PUNCT issue-350 24 51 the the DET issue-350 24 52 nbu nbu NOUN issue-350 24 53 ) ) PUNCT issue-350 24 54 and and CCONJ issue-350 24 55 taking take VERB issue-350 24 56 into into ADP issue-350 24 57 account account NOUN issue-350 24 58 the the DET issue-350 24 59 importance importance NOUN issue-350 24 60 of of ADP issue-350 24 61 the the DET issue-350 24 62 banking banking NOUN issue-350 24 63 sector sector NOUN issue-350 24 64 ’s ’s PART issue-350 24 65 role role NOUN issue-350 24 66 in in ADP issue-350 24 67 the the DET issue-350 24 68 development development NOUN issue-350 24 69 of of ADP issue-350 24 70 the the DET issue-350 24 71 financial financial ADJ issue-350 24 72 system system NOUN issue-350 24 73 and and CCONJ issue-350 24 74 national national ADJ issue-350 24 75 economy economy NOUN issue-350 24 76 in in ADP issue-350 24 77 general general ADJ issue-350 24 78 , , PUNCT issue-350 24 79 is be AUX issue-350 24 80 a a DET issue-350 24 81 topical topical ADJ issue-350 24 82 issue issue NOUN issue-350 24 83 of of ADP issue-350 24 84 research research NOUN issue-350 24 85 . . PUNCT issue-350 25 1 baltic baltic PROPN issue-350 25 2 journal journal PROPN issue-350 25 3 of of ADP issue-350 25 4 economic economic ADJ issue-350 25 5 studies study NOUN issue-350 25 6 189 189 NUM issue-350 25 7 vol vol NOUN issue-350 25 8 . . PROPN issue-350 26 1 4 4 NUM issue-350 26 2 , , PUNCT issue-350 26 3 no no INTJ issue-350 26 4 . . NOUN issue-350 26 5 1 1 NUM issue-350 26 6 , , PUNCT issue-350 26 7 2018 2018 NUM issue-350 26 8 2 2 NUM issue-350 26 9 . . PUNCT issue-350 27 1 review review NOUN issue-350 27 2 of of ADP issue-350 27 3 the the DET issue-350 27 4 literature literature NOUN issue-350 27 5 the the DET issue-350 27 6 problem problem NOUN issue-350 27 7 of of ADP issue-350 27 8 the the DET issue-350 27 9 formation formation NOUN issue-350 27 10 of of ADP issue-350 27 11 bank bank NOUN issue-350 27 12 capital capital NOUN issue-350 27 13 due due ADP issue-350 27 14 to to ADP issue-350 27 15 its its PRON issue-350 27 16 theoretical theoretical ADJ issue-350 27 17 importance importance NOUN issue-350 27 18 and and CCONJ issue-350 27 19 practical practical ADJ issue-350 27 20 significance significance NOUN issue-350 27 21 is be AUX issue-350 27 22 in in ADP issue-350 27 23 the the DET issue-350 27 24 area area NOUN issue-350 27 25 of of ADP issue-350 27 26 constant constant ADJ issue-350 27 27 attention attention NOUN issue-350 27 28 of of ADP issue-350 27 29 scientists scientist NOUN issue-350 27 30 . . PUNCT issue-350 28 1 the the DET issue-350 28 2 issue issue NOUN issue-350 28 3 of of ADP issue-350 28 4 the the DET issue-350 28 5 factors factor NOUN issue-350 28 6 affecting affect VERB issue-350 28 7 the the DET issue-350 28 8 formation formation NOUN issue-350 28 9 of of ADP issue-350 28 10 the the DET issue-350 28 11 capital capital NOUN issue-350 28 12 structure structure NOUN issue-350 28 13 of of ADP issue-350 28 14 banking banking NOUN issue-350 28 15 institutions institution NOUN issue-350 28 16 and and CCONJ issue-350 28 17 the the DET issue-350 28 18 transformation transformation NOUN issue-350 28 19 of of ADP issue-350 28 20 banking banking NOUN issue-350 28 21 resources resource NOUN issue-350 28 22 , , PUNCT issue-350 28 23 ensuring ensure VERB issue-350 28 24 a a DET issue-350 28 25 higher high ADJ issue-350 28 26 level level NOUN issue-350 28 27 of of ADP issue-350 28 28 capitalization capitalization NOUN issue-350 28 29 of of ADP issue-350 28 30 banks bank NOUN issue-350 28 31 and and CCONJ issue-350 28 32 the the DET issue-350 28 33 banking banking NOUN issue-350 28 34 system system NOUN issue-350 28 35 as as ADP issue-350 28 36 a a DET issue-350 28 37 whole whole NOUN issue-350 28 38 , , PUNCT issue-350 28 39 features feature NOUN issue-350 28 40 of of ADP issue-350 28 41 the the DET issue-350 28 42 functioning functioning NOUN issue-350 28 43 of of ADP issue-350 28 44 banks bank NOUN issue-350 28 45 with with ADP issue-350 28 46 foreign foreign ADJ issue-350 28 47 capital capital NOUN issue-350 28 48 are be AUX issue-350 28 49 highlighted highlight VERB issue-350 28 50 in in ADP issue-350 28 51 the the DET issue-350 28 52 work work NOUN issue-350 28 53 of of ADP issue-350 28 54 foreign foreign ADJ issue-350 28 55 and and CCONJ issue-350 28 56 domestic domestic ADJ issue-350 28 57 scientists scientist NOUN issue-350 28 58 : : PUNCT issue-350 28 59 r. r. NOUN issue-350 28 60     SPACE issue-350 28 61 gropp gropp PROPN issue-350 28 62 , , PUNCT issue-350 28 63 2009 2009 NUM issue-350 28 64 , , PUNCT issue-350 28 65 o. o. PROPN issue-350 28 66     SPACE issue-350 28 67 ikpefan ikpefan PROPN issue-350 28 68 , , PUNCT issue-350 28 69 2012 2012 NUM issue-350 28 70 , , PUNCT issue-350 28 71 t. t. PROPN issue-350 28 72     SPACE issue-350 28 73 koch koch PROPN issue-350 28 74 , , PUNCT issue-350 28 75 2003 2003 NUM issue-350 28 76 , , PUNCT issue-350 28 77 m. m. NOUN issue-350 28 78     SPACE issue-350 28 79 octavia octavia PROPN issue-350 28 80 , , PUNCT issue-350 28 81 2008 2008 NUM issue-350 28 82 , , PUNCT issue-350 28 83 j. j. PROPN issue-350 28 84     SPACE issue-350 28 85 sinkey sinkey NOUN issue-350 28 86 , , PUNCT issue-350 28 87 2002 2002 NUM issue-350 28 88 , , PUNCT issue-350 28 89 m. m. NOUN issue-350 28 90     SPACE issue-350 28 91 alekseienko alekseienko PROPN issue-350 28 92 , , PUNCT issue-350 28 93 2002 2002 NUM issue-350 28 94 , , PUNCT issue-350 28 95 a. a. NOUN issue-350 28 96     SPACE issue-350 28 97 vozhzhov vozhzhov PROPN issue-350 28 98 , , PUNCT issue-350 28 99 2007 2007 NUM issue-350 28 100 , , PUNCT issue-350 28 101 zh zh AUX issue-350 28 102 . . PUNCT issue-350 28 103     SPACE issue-350 28 104 dovhan dovhan PROPN issue-350 28 105 , , PUNCT issue-350 28 106 2008 2008 NUM issue-350 28 107 , , PUNCT issue-350 28 108 r. r. PROPN issue-350 28 109     SPACE issue-350 28 110 kornyliuk kornyliuk PROPN issue-350 28 111 , , PUNCT issue-350 28 112 2012 2012 NUM issue-350 28 113 , , PUNCT issue-350 28 114 s. s. PROPN issue-350 28 115     SPACE issue-350 28 116 reverchuk reverchuk NOUN issue-350 28 117 , , PUNCT issue-350 28 118 2011 2011 NUM issue-350 28 119 , , PUNCT issue-350 28 120 and and CCONJ issue-350 28 121 others other NOUN issue-350 28 122 . . PUNCT issue-350 29 1 given give VERB issue-350 29 2 the the DET issue-350 29 3 exclusive exclusive ADJ issue-350 29 4 role role NOUN issue-350 29 5 of of ADP issue-350 29 6 administrative administrative ADJ issue-350 29 7 and and CCONJ issue-350 29 8 indicative indicative ADJ issue-350 29 9 forms form NOUN issue-350 29 10 of of ADP issue-350 29 11 state state NOUN issue-350 29 12 regulation regulation NOUN issue-350 29 13 of of ADP issue-350 29 14 banking banking NOUN issue-350 29 15 activity activity NOUN issue-350 29 16 , , PUNCT issue-350 29 17 of of ADP issue-350 29 18 particular particular ADJ issue-350 29 19 interest interest NOUN issue-350 29 20 is be AUX issue-350 29 21 the the DET issue-350 29 22 research research NOUN issue-350 29 23 in in ADP issue-350 29 24 the the DET issue-350 29 25 part part NOUN issue-350 29 26 of of ADP issue-350 29 27 the the DET issue-350 29 28 influence influence NOUN issue-350 29 29 imposed impose VERB issue-350 29 30 by by ADP issue-350 29 31 the the DET issue-350 29 32 regulator regulator NOUN issue-350 29 33 of of ADP issue-350 29 34 prudential prudential ADJ issue-350 29 35 regulations regulation NOUN issue-350 29 36 and and CCONJ issue-350 29 37 organization organization NOUN issue-350 29 38 of of ADP issue-350 29 39 banking banking NOUN issue-350 29 40 supervision supervision NOUN issue-350 29 41 over over ADP issue-350 29 42 the the DET issue-350 29 43 capital capital NOUN issue-350 29 44 formation formation NOUN issue-350 29 45 , , PUNCT issue-350 29 46 among among ADP issue-350 29 47 which which PRON issue-350 29 48 are be AUX issue-350 29 49 the the DET issue-350 29 50 work work NOUN issue-350 29 51 of of ADP issue-350 29 52 the the DET issue-350 29 53 following follow VERB issue-350 29 54 researchers researcher NOUN issue-350 29 55 : : PUNCT issue-350 29 56 d. d. PROPN issue-350 29 57     SPACE issue-350 29 58 gale gale PROPN issue-350 29 59 , , PUNCT issue-350 29 60 2010 2010 NUM issue-350 29 61 , , PUNCT issue-350 29 62 h. h. PROPN issue-350 29 63     SPACE issue-350 29 64 greuning greuning NOUN issue-350 29 65 , , PUNCT issue-350 29 66 2009 2009 NUM issue-350 29 67 , , PUNCT issue-350 29 68 d. d. PROPN issue-350 29 69     SPACE issue-350 29 70 hancock hancock PROPN issue-350 29 71 , , PUNCT issue-350 29 72 2006 2006 NUM issue-350 29 73 , , PUNCT issue-350 29 74 v. v. CCONJ issue-350 29 75     SPACE issue-350 29 76 kovalenko kovalenko NOUN issue-350 29 77 , , PUNCT issue-350 29 78 2013 2013 NUM issue-350 29 79 , , PUNCT issue-350 29 80 s. s. PROPN issue-350 29 81     SPACE issue-350 29 82 naumenkova naumenkova PROPN issue-350 29 83 , , PUNCT issue-350 29 84 2015 2015 NUM issue-350 29 85 , , PUNCT issue-350 29 86 o. o. PROPN issue-350 29 87     SPACE issue-350 29 88 khabiuk khabiuk NOUN issue-350 29 89 , , PUNCT issue-350 29 90 2008 2008 NUM issue-350 29 91 . . PUNCT issue-350 30 1 the the DET issue-350 30 2 urgency urgency NOUN issue-350 30 3 and and CCONJ issue-350 30 4 importance importance NOUN issue-350 30 5 of of ADP issue-350 30 6 issues issue NOUN issue-350 30 7 regarding regard VERB issue-350 30 8 the the DET issue-350 30 9 application application NOUN issue-350 30 10 of of ADP issue-350 30 11 mathematical mathematical ADJ issue-350 30 12 methods method NOUN issue-350 30 13 for for ADP issue-350 30 14 solving solve VERB issue-350 30 15 the the DET issue-350 30 16 problems problem NOUN issue-350 30 17 of of ADP issue-350 30 18 management management NOUN issue-350 30 19 of of ADP issue-350 30 20 the the DET issue-350 30 21 formation formation NOUN issue-350 30 22 of of ADP issue-350 30 23 bank bank NOUN issue-350 30 24 capital capital NOUN issue-350 30 25 determined determine VERB issue-350 30 26 the the DET issue-350 30 27 purpose purpose NOUN issue-350 30 28 of of ADP issue-350 30 29 the the DET issue-350 30 30 study study NOUN issue-350 30 31 . . PUNCT issue-350 31 1 the the DET issue-350 31 2 purpose purpose NOUN issue-350 31 3 of of ADP issue-350 31 4 this this DET issue-350 31 5 paper paper NOUN issue-350 31 6 is be AUX issue-350 31 7 to to PART issue-350 31 8 develop develop VERB issue-350 31 9 scientific scientific ADJ issue-350 31 10 and and CCONJ issue-350 31 11 methodological methodological ADJ issue-350 31 12 recommendations recommendation NOUN issue-350 31 13 for for ADP issue-350 31 14 modelling model VERB issue-350 31 15 the the DET issue-350 31 16 dynamics dynamic NOUN issue-350 31 17 of of ADP issue-350 31 18 the the DET issue-350 31 19 level level NOUN issue-350 31 20 of of ADP issue-350 31 21 capital capital NOUN issue-350 31 22 adequacy adequacy NOUN issue-350 31 23 for for ADP issue-350 31 24 ensuring ensure VERB issue-350 31 25 the the DET issue-350 31 26 financial financial ADJ issue-350 31 27 balance balance NOUN issue-350 31 28 of of ADP issue-350 31 29 a a DET issue-350 31 30 banking banking NOUN issue-350 31 31 institution institution NOUN issue-350 31 32 , , PUNCT issue-350 31 33 sufficient sufficient ADJ issue-350 31 34 controllability controllability NOUN issue-350 31 35 and and CCONJ issue-350 31 36 increasing increase VERB issue-350 31 37 the the DET issue-350 31 38 efficiency efficiency NOUN issue-350 31 39 of of ADP issue-350 31 40 its its PRON issue-350 31 41 activities activity NOUN issue-350 31 42 . . PUNCT issue-350 32 1 3 3 X issue-350 32 2 . . X issue-350 32 3 statement statement NOUN issue-350 32 4 of of ADP issue-350 32 5 the the DET issue-350 32 6 main main ADJ issue-350 32 7 material material NOUN issue-350 32 8 despite despite SCONJ issue-350 32 9 the the DET issue-350 32 10 fact fact NOUN issue-350 32 11 that that SCONJ issue-350 32 12 in in ADP issue-350 32 13 ukraine ukraine NOUN issue-350 32 14 , , PUNCT issue-350 32 15 in in ADP issue-350 32 16 accordance accordance NOUN issue-350 32 17 with with ADP issue-350 32 18 the the DET issue-350 32 19 current current ADJ issue-350 32 20 legislation legislation NOUN issue-350 32 21 ( ( PUNCT issue-350 32 22 pro pro X issue-350 32 23 zatverdzhennia zatverdzhennia X issue-350 32 24 instruktsii instruktsii X issue-350 32 25 pro pro PROPN issue-350 32 26 poriadok poriadok PROPN issue-350 32 27 rehuliuvannia rehuliuvannia PROPN issue-350 32 28 diialnosti diialnosti PROPN issue-350 32 29 bankiv bankiv VERB issue-350 32 30 v v NOUN issue-350 32 31 ukraini ukraini NOUN issue-350 32 32 ) ) PUNCT issue-350 32 33 , , PUNCT issue-350 32 34 a a DET issue-350 32 35 system system NOUN issue-350 32 36 of of ADP issue-350 32 37 prudential prudential ADJ issue-350 32 38 regulations regulation NOUN issue-350 32 39 of of ADP issue-350 32 40 capital capital NOUN issue-350 32 41 ( ( PUNCT issue-350 32 42 minimum minimum ADJ issue-350 32 43 regulatory regulatory ADJ issue-350 32 44 capital capital NOUN issue-350 32 45 ratio ratio NOUN issue-350 32 46     SPACE issue-350 32 47 – – PUNCT issue-350 32 48 h1 h1 NOUN issue-350 32 49 , , PUNCT issue-350 32 50 regulatory regulatory ADJ issue-350 32 51 capital capital NOUN issue-350 32 52 adequacy adequacy NOUN issue-350 32 53 ratio ratio NOUN issue-350 32 54     SPACE issue-350 32 55 – – PUNCT issue-350 32 56 h2 h2 NOUN issue-350 32 57 , , PUNCT issue-350 32 58 core core ADJ issue-350 32 59 capital capital NOUN issue-350 32 60 adequacy adequacy NOUN issue-350 32 61 ratio ratio NOUN issue-350 32 62     SPACE issue-350 32 63 – – PUNCT issue-350 32 64 h3 h3 NOUN issue-350 32 65 ) ) PUNCT issue-350 32 66 and and CCONJ issue-350 32 67 additional additional ADJ issue-350 32 68 requirements requirement NOUN issue-350 32 69 in in ADP issue-350 32 70 the the DET issue-350 32 71 form form NOUN issue-350 32 72 of of ADP issue-350 32 73 the the DET issue-350 32 74 formation formation NOUN issue-350 32 75 of of ADP issue-350 32 76 buffers buffer NOUN issue-350 32 77 of of ADP issue-350 32 78 capital capital NOUN issue-350 32 79 ( ( PUNCT issue-350 32 80 capital capital NOUN issue-350 32 81 reserve reserve PROPN issue-350 32 82 ( ( PUNCT issue-350 32 83 conservation conservation NOUN issue-350 32 84 ) ) PUNCT issue-350 32 85 buffer buffer NOUN issue-350 32 86 , , PUNCT issue-350 32 87 countercyclical countercyclical ADJ issue-350 32 88 buffer buffer NOUN issue-350 32 89 , , PUNCT issue-350 32 90 system system NOUN issue-350 32 91 importance importance NOUN issue-350 32 92 buffer buffer NOUN issue-350 32 93 ) ) PUNCT issue-350 32 94 have have AUX issue-350 32 95 been be AUX issue-350 32 96 established establish VERB issue-350 32 97 for for ADP issue-350 32 98 banks bank NOUN issue-350 32 99 , , PUNCT issue-350 32 100 the the DET issue-350 32 101 choice choice NOUN issue-350 32 102 as as ADP issue-350 32 103 an an DET issue-350 32 104 object object NOUN issue-350 32 105 of of ADP issue-350 32 106 modelling model VERB issue-350 32 107 the the DET issue-350 32 108 indicator indicator NOUN issue-350 32 109 of of ADP issue-350 32 110 regulatory regulatory ADJ issue-350 32 111 capital capital NOUN issue-350 32 112 adequacy adequacy NOUN issue-350 32 113 in in ADP issue-350 32 114 this this PRON issue-350 32 115 the the DET issue-350 32 116 study study NOUN issue-350 32 117 is be AUX issue-350 32 118 not not PART issue-350 32 119 accidental accidental ADJ issue-350 32 120 due due ADP issue-350 32 121 to to ADP issue-350 32 122 a a DET issue-350 32 123 number number NOUN issue-350 32 124 of of ADP issue-350 32 125 reasons reason NOUN issue-350 32 126 : : PUNCT issue-350 32 127 1 1 X issue-350 32 128 . . X issue-350 32 129 currently currently ADV issue-350 32 130 , , PUNCT issue-350 32 131 banks bank NOUN issue-350 32 132 are be AUX issue-350 32 133 actually actually ADV issue-350 32 134 calculated calculate VERB issue-350 32 135 from from ADP issue-350 32 136 the the DET issue-350 32 137 whole whole ADJ issue-350 32 138 set set NOUN issue-350 32 139 of of ADP issue-350 32 140 indicators indicator NOUN issue-350 32 141 , , PUNCT issue-350 32 142 only only ADV issue-350 32 143 two two NUM issue-350 32 144 : : PUNCT issue-350 32 145 the the DET issue-350 32 146 minimum minimum ADJ issue-350 32 147 regulatory regulatory ADJ issue-350 32 148 capital capital NOUN issue-350 32 149 ratio ratio NOUN issue-350 32 150 and and CCONJ issue-350 32 151 the the DET issue-350 32 152 regulatory regulatory ADJ issue-350 32 153 capital capital NOUN issue-350 32 154 adequacy adequacy NOUN issue-350 32 155 ratio ratio NOUN issue-350 32 156 . . PUNCT issue-350 33 1 introduction introduction NOUN issue-350 33 2 to to ADP issue-350 33 3 the the DET issue-350 33 4 practice practice NOUN issue-350 33 5 of of ADP issue-350 33 6 indicative indicative ADJ issue-350 33 7 banking banking NOUN issue-350 33 8 regulation regulation NOUN issue-350 33 9 of of ADP issue-350 33 10 the the DET issue-350 33 11 core core NOUN issue-350 33 12 capital capital NOUN issue-350 33 13 adequacy adequacy NOUN issue-350 33 14 ratio ratio NOUN issue-350 33 15 is be AUX issue-350 33 16 scheduled schedule VERB issue-350 33 17 from from ADP issue-350 33 18 01.01.2019 01.01.2019 NUM issue-350 33 19 , , PUNCT issue-350 33 20 and and CCONJ issue-350 33 21 capital capital NOUN issue-350 33 22 buffers buffer NOUN issue-350 33 23     SPACE issue-350 33 24 – – PUNCT issue-350 33 25 from from ADP issue-350 33 26 01.01.2020 01.01.2020 PROPN issue-350 33 27 . . PUNCT issue-350 34 1 in in ADP issue-350 34 2 addition addition NOUN issue-350 34 3 , , PUNCT issue-350 34 4 the the DET issue-350 34 5 calculation calculation NOUN issue-350 34 6 of of ADP issue-350 34 7 the the DET issue-350 34 8 regulatory regulatory ADJ issue-350 34 9 capital capital NOUN issue-350 34 10 adequacy adequacy NOUN issue-350 34 11 indicator indicator NOUN issue-350 34 12 based base VERB issue-350 34 13 on on ADP issue-350 34 14 the the DET issue-350 34 15 recommendations recommendation NOUN issue-350 34 16 of of ADP issue-350 34 17 the the DET issue-350 34 18 basel basel PROPN issue-350 34 19 committee committee PROPN issue-350 34 20 on on ADP issue-350 34 21 banking banking NOUN issue-350 34 22 supervision supervision NOUN issue-350 34 23 for for ADP issue-350 34 24 regulatory regulatory ADJ issue-350 34 25 purposes purpose NOUN issue-350 34 26 is be AUX issue-350 34 27 a a DET issue-350 34 28 common common ADJ issue-350 34 29 practice practice NOUN issue-350 34 30 in in ADP issue-350 34 31 many many ADJ issue-350 34 32 countries country NOUN issue-350 34 33 . . PUNCT issue-350 35 1 2 2 X issue-350 35 2 . . X issue-350 35 3 h2 h2 NOUN issue-350 35 4 ratio ratio NOUN issue-350 35 5 has have VERB issue-350 35 6 a a DET issue-350 35 7 certain certain ADJ issue-350 35 8 generalizing generalize VERB issue-350 35 9 character character NOUN issue-350 35 10 : : PUNCT issue-350 35 11 when when SCONJ issue-350 35 12 it it PRON issue-350 35 13 is be AUX issue-350 35 14 calculated calculate VERB issue-350 35 15 , , PUNCT issue-350 35 16 the the DET issue-350 35 17 actual actual ADJ issue-350 35 18 values value NOUN issue-350 35 19 of of ADP issue-350 35 20 the the DET issue-350 35 21 regulatory regulatory ADJ issue-350 35 22 capital capital NOUN issue-350 35 23 are be AUX issue-350 35 24 used use VERB issue-350 35 25 , , PUNCT issue-350 35 26 that that ADV issue-350 35 27 is is ADV issue-350 35 28 , , PUNCT issue-350 35 29 the the DET issue-350 35 30 actual actual ADJ issue-350 35 31 value value NOUN issue-350 35 32 of of ADP issue-350 35 33 h1 h1 NOUN issue-350 35 34 and and CCONJ issue-350 35 35 the the DET issue-350 35 36 total total ADJ issue-350 35 37 amount amount NOUN issue-350 35 38 of of ADP issue-350 35 39 risk risk NOUN issue-350 35 40 ( ( PUNCT issue-350 35 41 the the DET issue-350 35 42 sum sum NOUN issue-350 35 43 of of ADP issue-350 35 44 assets asset NOUN issue-350 35 45 and and CCONJ issue-350 35 46 off off ADP issue-350 35 47 - - PUNCT issue-350 35 48 balance balance NOUN issue-350 35 49 sheet sheet NOUN issue-350 35 50 liabilities liability NOUN issue-350 35 51 of of ADP issue-350 35 52 the the DET issue-350 35 53 bank bank NOUN issue-350 35 54 , , PUNCT issue-350 35 55 weighted weight VERB issue-350 35 56 by by ADP issue-350 35 57 the the DET issue-350 35 58 corresponding corresponding ADJ issue-350 35 59 coefficients coefficient NOUN issue-350 35 60 of of ADP issue-350 35 61 credit credit NOUN issue-350 35 62 risk risk NOUN issue-350 35 63 ) ) PUNCT issue-350 35 64 . . PUNCT issue-350 36 1 in in ADP issue-350 36 2 turn turn NOUN issue-350 36 3 , , PUNCT issue-350 36 4 regulatory regulatory ADJ issue-350 36 5 capital capital NOUN issue-350 36 6 is be AUX issue-350 36 7 the the DET issue-350 36 8 basis basis NOUN issue-350 36 9 for for ADP issue-350 36 10 calculating calculate VERB issue-350 36 11 ratios ratio NOUN issue-350 36 12 : : PUNCT issue-350 36 13 the the DET issue-350 36 14 maximum maximum ADJ issue-350 36 15 size size NOUN issue-350 36 16 of of ADP issue-350 36 17 credit credit NOUN issue-350 36 18 risk risk NOUN issue-350 36 19 per per ADP issue-350 36 20 one one NUM issue-350 36 21 counterparty counterparty NOUN issue-350 36 22     SPACE issue-350 36 23 – – PUNCT issue-350 36 24 h7 h7 PROPN issue-350 36 25 , , PUNCT issue-350 36 26 large large ADJ issue-350 36 27 credit credit NOUN issue-350 36 28 risks risk NOUN issue-350 36 29     SPACE issue-350 36 30 – – PUNCT issue-350 36 31 h8 h8 PROPN issue-350 36 32 , , PUNCT issue-350 36 33 the the DET issue-350 36 34 maximum maximum ADJ issue-350 36 35 size size NOUN issue-350 36 36 of of ADP issue-350 36 37 credit credit NOUN issue-350 36 38 risk risk NOUN issue-350 36 39 for for ADP issue-350 36 40 transactions transaction NOUN issue-350 36 41 with with ADP issue-350 36 42 bankrelated bankrelated ADJ issue-350 36 43 individuals individual NOUN issue-350 36 44     SPACE issue-350 36 45 – – PUNCT issue-350 36 46 h9 h9 NOUN issue-350 36 47 , , PUNCT issue-350 36 48 fixed fix VERB issue-350 36 49 capital capital NOUN issue-350 36 50 as as ADP issue-350 36 51 a a DET issue-350 36 52 component component NOUN issue-350 36 53 of of ADP issue-350 36 54 the the DET issue-350 36 55 regulatory regulatory ADJ issue-350 36 56 capital capital NOUN issue-350 36 57     SPACE issue-350 36 58 – – PUNCT issue-350 36 59 to to PART issue-350 36 60 calculate calculate VERB issue-350 36 61 h3 h3 NOUN issue-350 36 62 . . PUNCT issue-350 37 1 capital capital NOUN issue-350 37 2 buffers buffer NOUN issue-350 37 3 are be AUX issue-350 37 4 determined determine VERB issue-350 37 5 as as ADP issue-350 37 6 a a DET issue-350 37 7 percentage percentage NOUN issue-350 37 8 of of ADP issue-350 37 9 the the DET issue-350 37 10 total total ADJ issue-350 37 11 risk risk NOUN issue-350 37 12 . . PUNCT issue-350 38 1 3 3 X issue-350 38 2 . . X issue-350 38 3 although although SCONJ issue-350 38 4 compliance compliance NOUN issue-350 38 5 with with ADP issue-350 38 6 the the DET issue-350 38 7 regulatory regulatory ADJ issue-350 38 8 capital capital NOUN issue-350 38 9 adequacy adequacy NOUN issue-350 38 10 ratio ratio NOUN issue-350 38 11 is be AUX issue-350 38 12 not not PART issue-350 38 13 a a DET issue-350 38 14 complete complete ADJ issue-350 38 15 guarantee guarantee NOUN issue-350 38 16 of of ADP issue-350 38 17 the the DET issue-350 38 18 timeliness timeliness NOUN issue-350 38 19 and and CCONJ issue-350 38 20 completeness completeness NOUN issue-350 38 21 of of ADP issue-350 38 22 settlement settlement NOUN issue-350 38 23 of of ADP issue-350 38 24 obligations obligation NOUN issue-350 38 25 , , PUNCT issue-350 38 26 for for ADP issue-350 38 27 depositors depositor NOUN issue-350 38 28 and and CCONJ issue-350 38 29 creditors creditor NOUN issue-350 38 30 , , PUNCT issue-350 38 31 the the DET issue-350 38 32 value value NOUN issue-350 38 33 of of ADP issue-350 38 34 this this DET issue-350 38 35 indicator indicator NOUN issue-350 38 36 is be AUX issue-350 38 37 rather rather ADV issue-350 38 38 informative informative ADJ issue-350 38 39 , , PUNCT issue-350 38 40 since since SCONJ issue-350 38 41 the the DET issue-350 38 42 larger large ADJ issue-350 38 43 its its PRON issue-350 38 44 size size NOUN issue-350 38 45 , , PUNCT issue-350 38 46 the the PRON issue-350 38 47 lower low ADJ issue-350 38 48 the the DET issue-350 38 49 share share NOUN issue-350 38 50 of of ADP issue-350 38 51 risk risk NOUN issue-350 38 52 they they PRON issue-350 38 53 assume assume VERB issue-350 38 54 . . PUNCT issue-350 39 1 the the DET issue-350 39 2 actual actual ADJ issue-350 39 3 values value NOUN issue-350 39 4 of of ADP issue-350 39 5 the the DET issue-350 39 6 h2 h2 PROPN issue-350 39 7 ratio ratio NOUN issue-350 39 8 indicate indicate VERB issue-350 39 9 the the DET issue-350 39 10 bank bank NOUN issue-350 39 11 ’s ’s PART issue-350 39 12 ability ability NOUN issue-350 39 13 to to PART issue-350 39 14 withstand withstand VERB issue-350 39 15 crisis crisis NOUN issue-350 39 16 situations situation NOUN issue-350 39 17 to to ADP issue-350 39 18 some some DET issue-350 39 19 extent extent NOUN issue-350 39 20 . . PUNCT issue-350 40 1 proceeding proceed VERB issue-350 40 2 from from ADP issue-350 40 3 the the DET issue-350 40 4 theory theory NOUN issue-350 40 5 of of ADP issue-350 40 6 fiduciary fiduciary ADJ issue-350 40 7 duties duty NOUN issue-350 40 8 , , PUNCT issue-350 40 9 the the DET issue-350 40 10 growth growth NOUN issue-350 40 11 of of ADP issue-350 40 12 capital capital NOUN issue-350 40 13 adequacy adequacy NOUN issue-350 40 14 to to ADP issue-350 40 15 potential potential ADJ issue-350 40 16 risks risk NOUN issue-350 40 17 can can AUX issue-350 40 18 be be AUX issue-350 40 19 considered consider VERB issue-350 40 20 as as ADP issue-350 40 21 a a DET issue-350 40 22 signal signal NOUN issue-350 40 23 that that PRON issue-350 40 24 positively positively ADV issue-350 40 25 affects affect VERB issue-350 40 26 the the DET issue-350 40 27 level level NOUN issue-350 40 28 of of ADP issue-350 40 29 trust trust NOUN issue-350 40 30 in in ADP issue-350 40 31 the the DET issue-350 40 32 bank bank NOUN issue-350 40 33 . . PUNCT issue-350 41 1 4 4 X issue-350 41 2 . . X issue-350 41 3 the the DET issue-350 41 4 h2 h2 PROPN issue-350 41 5 ratio ratio NOUN issue-350 41 6 has have VERB issue-350 41 7 a a DET issue-350 41 8 significant significant ADJ issue-350 41 9 impact impact NOUN issue-350 41 10 on on ADP issue-350 41 11 capital capital NOUN issue-350 41 12 decision decision NOUN issue-350 41 13 - - PUNCT issue-350 41 14 making making NOUN issue-350 41 15 . . PUNCT issue-350 42 1 first first ADV issue-350 42 2 , , PUNCT issue-350 42 3 as as ADV issue-350 42 4 well well ADV issue-350 42 5 as as ADP issue-350 42 6 any any DET issue-350 42 7 economic economic ADJ issue-350 42 8 ratios ratio NOUN issue-350 42 9 and and CCONJ issue-350 42 10 requirements requirement NOUN issue-350 42 11 set set VERB issue-350 42 12 by by ADP issue-350 42 13 the the DET issue-350 42 14 nbu nbu PROPN issue-350 42 15 , , PUNCT issue-350 42 16 this this DET issue-350 42 17 ratio ratio NOUN issue-350 42 18 is be AUX issue-350 42 19 mandatory mandatory ADJ issue-350 42 20 . . PUNCT issue-350 43 1 second second ADJ issue-350 43 2 , , PUNCT issue-350 43 3 the the DET issue-350 43 4 bank bank NOUN issue-350 43 5 is be AUX issue-350 43 6 forbidden forbid VERB issue-350 43 7 to to PART issue-350 43 8 pay pay VERB issue-350 43 9 dividends dividend NOUN issue-350 43 10 or or CCONJ issue-350 43 11 to to PART issue-350 43 12 distribute distribute VERB issue-350 43 13 capital capital NOUN issue-350 43 14 in in ADP issue-350 43 15 any any DET issue-350 43 16 form form NOUN issue-350 43 17 , , PUNCT issue-350 43 18 if if SCONJ issue-350 43 19 this this PRON issue-350 43 20 leads lead VERB issue-350 43 21 to to ADP issue-350 43 22 a a DET issue-350 43 23 breach breach NOUN issue-350 43 24 of of ADP issue-350 43 25 the the DET issue-350 43 26 regulatory regulatory ADJ issue-350 43 27 capital capital NOUN issue-350 43 28 adequacy adequacy NOUN issue-350 43 29 ratio ratio NOUN issue-350 43 30 . . PUNCT issue-350 44 1 thirdly thirdly ADV issue-350 44 2 , , PUNCT issue-350 44 3 the the DET issue-350 44 4 possibility possibility NOUN issue-350 44 5 of of ADP issue-350 44 6 expanding expand VERB issue-350 44 7 the the DET issue-350 44 8 activities activity NOUN issue-350 44 9 of of ADP issue-350 44 10 a a DET issue-350 44 11 banking banking NOUN issue-350 44 12 institution institution NOUN issue-350 44 13 is be AUX issue-350 44 14 limited limit VERB issue-350 44 15 to to ADP issue-350 44 16 the the DET issue-350 44 17 actual actual ADJ issue-350 44 18 value value NOUN issue-350 44 19 of of ADP issue-350 44 20 this this DET issue-350 44 21 indicator indicator NOUN issue-350 44 22 ( ( PUNCT issue-350 44 23 the the PRON issue-350 44 24 higher high ADJ issue-350 44 25 the the DET issue-350 44 26 value value NOUN issue-350 44 27 of of ADP issue-350 44 28 the the DET issue-350 44 29 ratio ratio NOUN issue-350 44 30 of of ADP issue-350 44 31 h2 h2 NOUN issue-350 44 32 , , PUNCT issue-350 44 33 the the DET issue-350 44 34 greater great ADJ issue-350 44 35 margin margin NOUN issue-350 44 36 for for ADP issue-350 44 37 expansion expansion NOUN issue-350 44 38 of of ADP issue-350 44 39 banking banking NOUN issue-350 44 40 activity activity NOUN issue-350 44 41 ) ) PUNCT issue-350 44 42 . . PUNCT issue-350 45 1 5 5 X issue-350 45 2 . . PUNCT issue-350 45 3 the the DET issue-350 45 4 banks bank NOUN issue-350 45 5 ’ ’ PART issue-350 45 6 compliance compliance NOUN issue-350 45 7 with with ADP issue-350 45 8 the the DET issue-350 45 9 regulatory regulatory ADJ issue-350 45 10 capital capital NOUN issue-350 45 11 adequacy adequacy NOUN issue-350 45 12 ratio ratio NOUN issue-350 45 13 , , PUNCT issue-350 45 14 among among ADP issue-350 45 15 other other ADJ issue-350 45 16 things thing NOUN issue-350 45 17 , , PUNCT issue-350 45 18 allows allow VERB issue-350 45 19 , , PUNCT issue-350 45 20 provided provide VERB issue-350 45 21 that that SCONJ issue-350 45 22 the the DET issue-350 45 23 financial financial ADJ issue-350 45 24 and and CCONJ issue-350 45 25 credit credit NOUN issue-350 45 26 institution institution NOUN issue-350 45 27 is be AUX issue-350 45 28 unable unable ADJ issue-350 45 29 to to PART issue-350 45 30 restore restore VERB issue-350 45 31 its its PRON issue-350 45 32 solvency solvency NOUN issue-350 45 33 , , PUNCT issue-350 45 34 ensuring ensure VERB issue-350 45 35 an an DET issue-350 45 36 acceptable acceptable ADJ issue-350 45 37 level level NOUN issue-350 45 38 of of ADP issue-350 45 39 bank bank NOUN issue-350 45 40 failures failure NOUN issue-350 45 41 , , PUNCT issue-350 45 42 increasing increase VERB issue-350 45 43 the the DET issue-350 45 44 stability stability NOUN issue-350 45 45 of of ADP issue-350 45 46 the the DET issue-350 45 47 functioning functioning NOUN issue-350 45 48 of of ADP issue-350 45 49 the the DET issue-350 45 50 banking banking NOUN issue-350 45 51 system system NOUN issue-350 45 52 . . PUNCT issue-350 46 1 in in ADP issue-350 46 2 the the DET issue-350 46 3 generalized generalized ADJ issue-350 46 4 form form NOUN issue-350 46 5 , , PUNCT issue-350 46 6 the the DET issue-350 46 7 procedure procedure NOUN issue-350 46 8 for for ADP issue-350 46 9 calculating calculate VERB issue-350 46 10 the the DET issue-350 46 11 regulatory regulatory ADJ issue-350 46 12 capital capital NOUN issue-350 46 13 adequacy adequacy NOUN issue-350 46 14 ratio ratio NOUN issue-350 46 15 is be AUX issue-350 46 16 as as SCONJ issue-350 46 17 follows follow VERB issue-350 46 18 ( ( PUNCT issue-350 46 19 1 1 NUM issue-350 46 20 ): ): PUNCT issue-350 46 21 í í X issue-350 46 22 ðê ðê PROPN issue-350 46 23 à à X issue-350 46 24 ñð ñð NOUN issue-350 46 25 âï âï ADV issue-350 46 26 2 2 NUM issue-350 46 27 100= 100= NOUN issue-350 46 28 + + CCONJ issue-350 46 29 ⋅ ⋅ PROPN issue-350 46 30 % % NOUN issue-350 46 31 , , PUNCT issue-350 46 32 ( ( PUNCT issue-350 46 33 1 1 X issue-350 46 34 ) ) PUNCT issue-350 46 35 where where SCONJ issue-350 46 36 рк рк NOUN issue-350 46 37     SPACE issue-350 46 38 – – PUNCT issue-350 46 39 bank bank NOUN issue-350 46 40 ’s ’s PART issue-350 46 41 regulatory regulatory ADJ issue-350 46 42 capital capital NOUN issue-350 46 43 ; ; PUNCT issue-350 46 44 ар ар X issue-350 46 45     SPACE issue-350 46 46 – – PUNCT issue-350 46 47 assets asset NOUN issue-350 46 48 and and CCONJ issue-350 46 49 certain certain ADJ issue-350 46 50 off off ADP issue-350 46 51 - - PUNCT issue-350 46 52 balance balance NOUN issue-350 46 53 - - PUNCT issue-350 46 54 sheet sheet NOUN issue-350 46 55 instruments instrument NOUN issue-350 46 56 , , PUNCT issue-350 46 57 reduced reduce VERB issue-350 46 58 by by ADP issue-350 46 59 the the DET issue-350 46 60 amount amount NOUN issue-350 46 61 of of ADP issue-350 46 62 established establish VERB issue-350 46 63 reserves reserve NOUN issue-350 46 64 for for ADP issue-350 46 65 active active ADJ issue-350 46 66 operations operation NOUN issue-350 46 67 , , PUNCT issue-350 46 68 by by ADP issue-350 46 69 the the DET issue-350 46 70 amount amount NOUN issue-350 46 71 of of ADP issue-350 46 72 collateral collateral NOUN issue-350 46 73 for for ADP issue-350 46 74 an an DET issue-350 46 75 unconditional unconditional ADJ issue-350 46 76 obligation obligation NOUN issue-350 46 77 or or CCONJ issue-350 46 78 cash cash NOUN issue-350 46 79 in in ADP issue-350 46 80 the the DET issue-350 46 81 form form NOUN issue-350 46 82 of of ADP issue-350 46 83 a a DET issue-350 46 84 pledge pledge NOUN issue-350 46 85 of of ADP issue-350 46 86 property property NOUN issue-350 46 87 rights right NOUN issue-350 46 88 , , PUNCT issue-350 46 89 by by ADP issue-350 46 90 the the DET issue-350 46 91 amount amount NOUN issue-350 46 92 to to ADP issue-350 46 93 an an DET issue-350 46 94 estimate estimate NOUN issue-350 46 95 , , PUNCT issue-350 46 96 by by ADP issue-350 46 97 the the DET issue-350 46 98 amount amount NOUN issue-350 46 99 of of ADP issue-350 46 100 non non ADJ issue-350 46 101 - - ADJ issue-350 46 102 issued issue VERB issue-350 46 103 bonds bond NOUN issue-350 46 104 of of ADP issue-350 46 105 an an DET issue-350 46 106 internal internal ADJ issue-350 46 107 government government NOUN issue-350 46 108 loan loan NOUN issue-350 46 109 and and CCONJ issue-350 46 110 weighted weight VERB issue-350 46 111 by by ADP issue-350 46 112 the the DET issue-350 46 113 appropriate appropriate ADJ issue-350 46 114 credit credit NOUN issue-350 46 115 risk risk NOUN issue-350 46 116 factor factor NOUN issue-350 46 117 depending depend VERB issue-350 46 118 on on ADP issue-350 46 119 the the DET issue-350 46 120 risk risk NOUN issue-350 46 121 group group NOUN issue-350 46 122 to to PART issue-350 46 123 which which PRON issue-350 46 124 the the DET issue-350 46 125 asset asset NOUN issue-350 46 126 belongs belong VERB issue-350 46 127 ; ; PUNCT issue-350 46 128 baltic baltic ADJ issue-350 46 129 journal journal PROPN issue-350 46 130 of of ADP issue-350 46 131 economic economic ADJ issue-350 46 132 studies study NOUN issue-350 46 133 190 190 NUM issue-350 46 134 vol vol NOUN issue-350 46 135 . . PROPN issue-350 47 1 4 4 NUM issue-350 47 2 , , PUNCT issue-350 47 3 no no INTJ issue-350 47 4 . . NOUN issue-350 47 5 1 1 NUM issue-350 47 6 , , PUNCT issue-350 47 7 2018 2018 NUM issue-350 47 8 свп свп NOUN issue-350 47 9     SPACE issue-350 47 10 – – PUNCT issue-350 47 11 the the DET issue-350 47 12 aggregate aggregate ADJ issue-350 47 13 amount amount NOUN issue-350 47 14 of of ADP issue-350 47 15 the the DET issue-350 47 16 bank bank NOUN issue-350 47 17 ’s ’s PART issue-350 47 18 net net ADJ issue-350 47 19 foreign foreign ADJ issue-350 47 20 exchange exchange NOUN issue-350 47 21 position position NOUN issue-350 47 22 for for ADP issue-350 47 23 all all DET issue-350 47 24 foreign foreign ADJ issue-350 47 25 currencies currency NOUN issue-350 47 26 and and CCONJ issue-350 47 27 bank bank NOUN issue-350 47 28 metals metal NOUN issue-350 47 29 . . PUNCT issue-350 48 1 modelling model VERB issue-350 48 2 the the DET issue-350 48 3 dynamics dynamic NOUN issue-350 48 4 or or CCONJ issue-350 48 5 predicting predict VERB issue-350 48 6 the the DET issue-350 48 7 adequacy adequacy NOUN issue-350 48 8 of of ADP issue-350 48 9 the the DET issue-350 48 10 regulatory regulatory ADJ issue-350 48 11 capital capital NOUN issue-350 48 12 of of ADP issue-350 48 13 a a DET issue-350 48 14 banking banking NOUN issue-350 48 15 institution institution NOUN issue-350 48 16 is be AUX issue-350 48 17 a a DET issue-350 48 18 complex complex ADJ issue-350 48 19 and and CCONJ issue-350 48 20 labour labour NOUN issue-350 48 21 - - PUNCT issue-350 48 22 intensive intensive ADJ issue-350 48 23 process process NOUN issue-350 48 24 that that PRON issue-350 48 25 involves involve VERB issue-350 48 26 forecasting forecast VERB issue-350 48 27 key key ADJ issue-350 48 28 performance performance NOUN issue-350 48 29 indicators indicator NOUN issue-350 48 30 of of ADP issue-350 48 31 the the DET issue-350 48 32 bank bank NOUN issue-350 48 33 , , PUNCT issue-350 48 34 namely namely ADV issue-350 48 35 , , PUNCT issue-350 48 36 regulatory regulatory ADJ issue-350 48 37 capital capital NOUN issue-350 48 38 ( ( PUNCT issue-350 48 39 рк рк NOUN issue-350 48 40 ) ) PUNCT issue-350 48 41 , , PUNCT issue-350 48 42 risk risk NOUN issue-350 48 43 - - PUNCT issue-350 48 44 weighted weight VERB issue-350 48 45 assets asset NOUN issue-350 48 46 ( ( PUNCT issue-350 48 47 ар ар INTJ issue-350 48 48 ) ) PUNCT issue-350 48 49 , , PUNCT issue-350 48 50 amount amount NOUN issue-350 48 51 of of ADP issue-350 48 52 net net ADJ issue-350 48 53 foreign foreign ADJ issue-350 48 54 exchange exchange NOUN issue-350 48 55 position position NOUN issue-350 48 56 ( ( PUNCT issue-350 48 57 свп свп ADJ issue-350 48 58 ) ) PUNCT issue-350 48 59 , , PUNCT issue-350 48 60 and and CCONJ issue-350 48 61 includes include VERB issue-350 48 62 : : PUNCT issue-350 48 63 time time NOUN issue-350 48 64 series series PROPN issue-350 48 65 analysis analysis NOUN issue-350 48 66 to to PART issue-350 48 67 identify identify VERB issue-350 48 68 its its PRON issue-350 48 69 main main ADJ issue-350 48 70 components component NOUN issue-350 48 71 , , PUNCT issue-350 48 72 such such ADJ issue-350 48 73 as as ADP issue-350 48 74 trend trend NOUN issue-350 48 75 , , PUNCT issue-350 48 76 seasonality seasonality NOUN issue-350 48 77 ( ( PUNCT issue-350 48 78 cyclicity cyclicity NOUN issue-350 48 79 ) ) PUNCT issue-350 48 80 , , PUNCT issue-350 48 81 residual residual ADJ issue-350 48 82 ( ( PUNCT issue-350 48 83 random random ADJ issue-350 48 84 ) ) PUNCT issue-350 48 85 component component NOUN issue-350 48 86 . . PUNCT issue-350 49 1 in in ADP issue-350 49 2 order order NOUN issue-350 49 3 to to PART issue-350 49 4 improve improve VERB issue-350 49 5 the the DET issue-350 49 6 quality quality NOUN issue-350 49 7 and and CCONJ issue-350 49 8 reliability reliability NOUN issue-350 49 9 of of ADP issue-350 49 10 the the DET issue-350 49 11 forecast forecast NOUN issue-350 49 12 , , PUNCT issue-350 49 13 it it PRON issue-350 49 14 is be AUX issue-350 49 15 expedient expedient ADJ issue-350 49 16 to to PART issue-350 49 17 use use VERB issue-350 49 18 not not PART issue-350 49 19 one one NUM issue-350 49 20 model model NOUN issue-350 49 21 , , PUNCT issue-350 49 22 but but CCONJ issue-350 49 23 several several ADJ issue-350 49 24 , , PUNCT issue-350 49 25 and and CCONJ issue-350 49 26 compare compare VERB issue-350 49 27 them they PRON issue-350 49 28 among among ADP issue-350 49 29 themselves themselves PRON issue-350 49 30 , , PUNCT issue-350 49 31 estimating estimate VERB issue-350 49 32 the the DET issue-350 49 33 forecast forecast NOUN issue-350 49 34 errors error NOUN issue-350 49 35 for for ADP issue-350 49 36 each each DET issue-350 49 37 model model NOUN issue-350 49 38 . . PUNCT issue-350 50 1 in in ADP issue-350 50 2 this this DET issue-350 50 3 study study NOUN issue-350 50 4 , , PUNCT issue-350 50 5 the the DET issue-350 50 6 trend trend NOUN issue-350 50 7 models model NOUN issue-350 50 8 ( ( PUNCT issue-350 50 9 linear linear ADJ issue-350 50 10 and and CCONJ issue-350 50 11 third third ADJ issue-350 50 12 - - PUNCT issue-350 50 13 order order NOUN issue-350 50 14 hyperbolic hyperbolic NOUN issue-350 50 15 ) ) PUNCT issue-350 50 16 and and CCONJ issue-350 50 17 the the DET issue-350 50 18 neural neural ADJ issue-350 50 19 network network NOUN issue-350 50 20 ( ( PUNCT issue-350 50 21 model model NOUN issue-350 50 22 of of ADP issue-350 50 23 multilayer multilayer PROPN issue-350 50 24 perceptron perceptron PROPN issue-350 50 25 ) ) PUNCT issue-350 50 26 , , PUNCT issue-350 50 27 in in ADP issue-350 50 28 which which PRON issue-350 50 29 neurons neuron NOUN issue-350 50 30 make make VERB issue-350 50 31 the the DET issue-350 50 32 transformation transformation NOUN issue-350 50 33 of of ADP issue-350 50 34 the the DET issue-350 50 35 input input NOUN issue-350 50 36 signals signal NOUN issue-350 50 37 into into ADP issue-350 50 38 output output NOUN issue-350 50 39 by by ADP issue-350 50 40 the the DET issue-350 50 41 ratio ratio NOUN issue-350 50 42 ( ( PUNCT issue-350 50 43 2 2 NUM issue-350 50 44 ) ) PUNCT issue-350 50 45 are be AUX issue-350 50 46 used use VERB issue-350 50 47 to to PART issue-350 50 48 predict predict VERB issue-350 50 49 the the DET issue-350 50 50 change change NOUN issue-350 50 51 in in ADP issue-350 50 52 the the DET issue-350 50 53 adequacy adequacy NOUN issue-350 50 54 of of ADP issue-350 50 55 the the DET issue-350 50 56 regulatory regulatory ADJ issue-350 50 57 capital capital NOUN issue-350 50 58 of of ADP issue-350 50 59 the the DET issue-350 50 60 bank bank NOUN issue-350 50 61 ( ( PUNCT issue-350 50 62 a. a. NOUN issue-350 50 63 matviichuk matviichuk PROPN issue-350 50 64 , , PUNCT issue-350 50 65 2011 2011 NUM issue-350 50 66 ) ) PUNCT issue-350 50 67 . . PUNCT issue-350 51 1 the the DET issue-350 51 2 expediency expediency NOUN issue-350 51 3 of of ADP issue-350 51 4 choosing choose VERB issue-350 51 5 these these DET issue-350 51 6 models model NOUN issue-350 51 7 was be AUX issue-350 51 8 due due ADJ issue-350 51 9 to to ADP issue-350 51 10 a a DET issue-350 51 11 rather rather ADV issue-350 51 12 high high ADJ issue-350 51 13 value value NOUN issue-350 51 14 of of ADP issue-350 51 15 the the DET issue-350 51 16 indicator indicator NOUN issue-350 51 17 of of ADP issue-350 51 18 the the DET issue-350 51 19 determination determination NOUN issue-350 51 20 coefficient coefficient NOUN issue-350 51 21 ( ( PUNCT issue-350 51 22 r2>0,8 r2>0,8 PROPN issue-350 51 23 ) ) PUNCT issue-350 51 24 . . PUNCT issue-350 52 1 based base VERB issue-350 52 2 on on ADP issue-350 52 3 indicators indicator NOUN issue-350 52 4 of of ADP issue-350 52 5 informational informational ADJ issue-350 52 6 suitability suitability NOUN issue-350 52 7 and and CCONJ issue-350 52 8 assessment assessment NOUN issue-350 52 9 of of ADP issue-350 52 10 the the DET issue-350 52 11 accuracy accuracy NOUN issue-350 52 12 of of ADP issue-350 52 13 the the DET issue-350 52 14 proposed propose VERB issue-350 52 15 models model NOUN issue-350 52 16 , , PUNCT issue-350 52 17 the the DET issue-350 52 18 best good ADJ issue-350 52 19 of of ADP issue-350 52 20 the the DET issue-350 52 21 models model NOUN issue-350 52 22 was be AUX issue-350 52 23 identified identify VERB issue-350 52 24 . . PUNCT issue-350 53 1 y y PROPN issue-350 53 2 w w PROPN issue-350 54 1 x x PROPN issue-350 55 1 b b PROPN issue-350 56 1 i i PRON issue-350 57 1 n n ADV issue-350 58 1 i i PRON issue-350 58 2 i= i= PROPN issue-350 58 3 ⋅ ⋅ X issue-350 58 4 + + CCONJ issue-350 58 5   PROPN issue-350 58 6   NOUN issue-350 58 7   NOUN issue-350 58 8   PROPN issue-350 58 9   PUNCT issue-350 58 10   NOUN issue-350 59 1 = = PUNCT issue-350 59 2 ∑ϑ ∑ϑ PROPN issue-350 59 3 1 1 NUM issue-350 59 4 , , PUNCT issue-350 59 5 ( ( PUNCT issue-350 59 6 2 2 X issue-350 59 7 ) ) PUNCT issue-350 59 8 where where SCONJ issue-350 59 9 y y PROPN issue-350 59 10     SPACE issue-350 59 11 – – PUNCT issue-350 59 12 output output NOUN issue-350 59 13 signal signal NOUN issue-350 59 14 of of ADP issue-350 59 15 a a DET issue-350 59 16 neuron neuron NOUN issue-350 59 17 ; ; PUNCT issue-350 59 18 n n CCONJ issue-350 59 19     SPACE issue-350 59 20 – – PUNCT issue-350 59 21 number number NOUN issue-350 59 22 of of ADP issue-350 59 23 inputs input NOUN issue-350 59 24 of of ADP issue-350 59 25 this this DET issue-350 59 26 neuron neuron NOUN issue-350 59 27 ; ; PUNCT issue-350 59 28 xi xi X issue-350 59 29     SPACE issue-350 59 30 – – PUNCT issue-350 59 31 the the DET issue-350 59 32 i i NOUN issue-350 59 33 -th -th NOUN issue-350 59 34 input input NOUN issue-350 59 35 signal signal NOUN issue-350 59 36 of of ADP issue-350 59 37 the the DET issue-350 59 38 neuron neuron NOUN issue-350 59 39 ; ; PUNCT issue-350 59 40 wi wi PROPN issue-350 59 41     SPACE issue-350 59 42 – – PUNCT issue-350 59 43 the the DET issue-350 59 44 weight weight NOUN issue-350 59 45 of of ADP issue-350 59 46 the the DET issue-350 59 47 i i NOUN issue-350 59 48 -th -th NOUN issue-350 59 49 input input NOUN issue-350 59 50 of of ADP issue-350 59 51 the the DET issue-350 59 52 neuron neuron NOUN issue-350 59 53 ; ; PUNCT issue-350 59 54 b b X issue-350 59 55     SPACE issue-350 59 56 – – PUNCT issue-350 59 57 adder adder NOUN issue-350 59 58 bias bias NOUN issue-350 59 59 parameter parameter NOUN issue-350 59 60 ; ; PUNCT issue-350 59 61 ϑ ϑ X issue-350 59 62 ⋅ ⋅ X issue-350 59 63 ( ( PUNCT issue-350 59 64 ) ) PUNCT issue-350 59 65 – – PUNCT issue-350 59 66 neuron neuron NOUN issue-350 59 67 activation activation NOUN issue-350 59 68 function function NOUN issue-350 59 69 . . PUNCT issue-350 60 1 fig fig NOUN issue-350 60 2 . . PUNCT issue-350 61 1 1 1 NUM issue-350 61 2 shows show VERB issue-350 61 3 the the DET issue-350 61 4 dynamics dynamic NOUN issue-350 61 5 of of ADP issue-350 61 6 changes change NOUN issue-350 61 7 in in ADP issue-350 61 8 the the DET issue-350 61 9 regulatory regulatory ADJ issue-350 61 10 capital capital NOUN issue-350 61 11 of of ADP issue-350 61 12 one one NUM issue-350 61 13 of of ADP issue-350 61 14 the the DET issue-350 61 15 ukrainian ukrainian ADJ issue-350 61 16 banks bank NOUN issue-350 61 17 for for ADP issue-350 61 18 1.5 1.5 NUM issue-350 61 19 years year NOUN issue-350 61 20 . . PUNCT issue-350 62 1 1 1 NUM issue-350 62 2 200 200 NUM issue-350 62 3 000 000 NUM issue-350 62 4 1 1 NUM issue-350 62 5 400 400 NUM issue-350 62 6 000 000 NUM issue-350 62 7 1 1 NUM issue-350 62 8 600 600 NUM issue-350 62 9 000 000 NUM issue-350 62 10 1 1 NUM issue-350 62 11 800 800 NUM issue-350 62 12 000 000 NUM issue-350 62 13 2 2 NUM issue-350 62 14 000 000 NUM issue-350 62 15 000 000 NUM issue-350 62 16 2 2 NUM issue-350 62 17 200 200 NUM issue-350 62 18 000 000 NUM issue-350 62 19 2 2 NUM issue-350 62 20 400 400 NUM issue-350 62 21 000 000 NUM issue-350 62 22 2 2 NUM issue-350 62 23 600 600 NUM issue-350 62 24 000 000 NUM issue-350 62 25 2 2 NUM issue-350 62 26 800 800 NUM issue-350 62 27 000 000 NUM issue-350 62 28 1 1 NUM issue-350 62 29 4 4 NUM issue-350 62 30 7 7 NUM issue-350 62 31 10 10 NUM issue-350 62 32 13 13 NUM issue-350 62 33 16 16 NUM issue-350 62 34 19 19 NUM issue-350 62 35 22 22 NUM issue-350 62 36 25 25 NUM issue-350 62 37 28 28 NUM issue-350 62 38 31 31 NUM issue-350 62 39 34 34 NUM issue-350 62 40 37 37 NUM issue-350 62 41 40 40 NUM issue-350 62 42 43 43 NUM issue-350 62 43 46 46 NUM issue-350 62 44 49 49 NUM issue-350 62 45 52 52 NUM issue-350 62 46 55 55 NUM issue-350 62 47 m m NOUN issue-350 62 48 ill ill ADJ issue-350 62 49 io io ADP issue-350 62 50 n n PART issue-350 62 51 u u PROPN issue-350 62 52 ah ah INTJ issue-350 62 53 bank bank NOUN issue-350 62 54 's 's PART issue-350 62 55 regulatory regulatory ADJ issue-350 62 56 capital capital NOUN issue-350 62 57 ( ( PUNCT issue-350 62 58 рк рк NOUN issue-350 62 59 ) ) PUNCT issue-350 62 60 regulatory regulatory ADJ issue-350 62 61 capital capital NOUN issue-350 62 62 of of ADP issue-350 62 63 the the DET issue-350 62 64 bank bank PROPN issue-350 62 65 fig fig NOUN issue-350 62 66 . . PUNCT issue-350 63 1 1 1 X issue-350 63 2 . . X issue-350 63 3 dynamics dynamic NOUN issue-350 63 4 of of ADP issue-350 63 5 regulatory regulatory ADJ issue-350 63 6 capital capital NOUN issue-350 63 7 of of ADP issue-350 63 8 the the DET issue-350 63 9 bank bank NOUN issue-350 63 10 to to PART issue-350 63 11 construct construct VERB issue-350 63 12 the the DET issue-350 63 13 model model NOUN issue-350 63 14 series series NOUN issue-350 63 15 of of ADP issue-350 63 16 the the DET issue-350 63 17 proposed propose VERB issue-350 63 18 trend trend NOUN issue-350 63 19 models model NOUN issue-350 63 20 , , PUNCT issue-350 63 21 the the DET issue-350 63 22 functional functional NOUN issue-350 63 23 of of ADP issue-350 63 24 ms ms PROPN issue-350 63 25 excel excel NOUN issue-350 63 26 for for ADP issue-350 63 27 the the DET issue-350 63 28 model model NOUN issue-350 63 29 of of ADP issue-350 63 30 multilayer multilayer PROPN issue-350 63 31 perceptron perceptron PROPN issue-350 63 32 was be AUX issue-350 63 33 used use VERB issue-350 63 34     SPACE issue-350 63 35 – – PUNCT issue-350 63 36 statistica statistica PROPN issue-350 63 37 . . PUNCT issue-350 64 1 fig fig NOUN issue-350 64 2 . . PUNCT issue-350 65 1 2 2 NUM issue-350 65 2 shows show VERB issue-350 65 3 the the DET issue-350 65 4 change change NOUN issue-350 65 5 in in ADP issue-350 65 6 the the DET issue-350 65 7 regulatory regulatory ADJ issue-350 65 8 capital capital NOUN issue-350 65 9 of of ADP issue-350 65 10 the the DET issue-350 65 11 banking banking NOUN issue-350 65 12 institution institution NOUN issue-350 65 13 and and CCONJ issue-350 65 14 the the DET issue-350 65 15 model model NOUN issue-350 65 16 characteristics characteristic NOUN issue-350 65 17 of of ADP issue-350 65 18 the the DET issue-350 65 19 linear linear ADJ issue-350 65 20 and and CCONJ issue-350 65 21 polynomial polynomial ADJ issue-350 65 22 trend trend NOUN issue-350 65 23 models model NOUN issue-350 65 24 , , PUNCT issue-350 65 25 as as ADV issue-350 65 26 well well ADV issue-350 65 27 as as ADP issue-350 65 28 the the DET issue-350 65 29 dynamics dynamic NOUN issue-350 65 30 of of ADP issue-350 65 31 regulatory regulatory ADJ issue-350 65 32 capital capital NOUN issue-350 65 33 , , PUNCT issue-350 65 34 which which PRON issue-350 65 35 is be AUX issue-350 65 36 described describe VERB issue-350 65 37 by by ADP issue-350 65 38 the the DET issue-350 65 39 model model NOUN issue-350 65 40 of of ADP issue-350 65 41 a a DET issue-350 65 42 multilayer multilayer ADJ issue-350 65 43 perceptron perceptron NOUN issue-350 65 44 . . PUNCT issue-350 66 1 y y PROPN issue-350 66 2 = = NOUN issue-350 66 3 24 24 NUM issue-350 66 4 691,309 691,309 NUM issue-350 66 5 t t NOUN issue-350 66 6 + + CCONJ issue-350 66 7 1 1 NUM issue-350 66 8 321 321 NUM issue-350 66 9 151,267 151,267 NUM issue-350 66 10 r² r² NOUN issue-350 66 11 = = SYM issue-350 66 12 0,834 0,834 NUM issue-350 66 13 y y NOUN issue-350 66 14 = = PUNCT issue-350 66 15 -32,431t3 -32,431t3 PUNCT issue-350 67 1 + + NUM issue-350 67 2 2 2 NUM issue-350 67 3 530,097t2 530,097t2 PROPN issue-350 67 4 26 26 NUM issue-350 67 5 010,933 010,933 NUM issue-350 67 6 t t NOUN issue-350 67 7 + + NOUN issue-350 67 8 1 1 NUM issue-350 67 9 518 518 NUM issue-350 67 10 077,641 077,641 NUM issue-350 67 11 r² r² NOUN issue-350 67 12 = = SYM issue-350 67 13 0,900 0,900 NUM issue-350 67 14 1 1 NUM issue-350 67 15 200 200 NUM issue-350 67 16 000 000 NUM issue-350 67 17 1 1 NUM issue-350 67 18 400 400 NUM issue-350 67 19 000 000 NUM issue-350 67 20 1 1 NUM issue-350 67 21 600 600 NUM issue-350 67 22 000 000 NUM issue-350 67 23 1 1 NUM issue-350 67 24 800 800 NUM issue-350 67 25 000 000 NUM issue-350 67 26 2 2 NUM issue-350 67 27 000 000 NUM issue-350 67 28 000 000 NUM issue-350 67 29 2 2 NUM issue-350 67 30 200 200 NUM issue-350 67 31 000 000 NUM issue-350 67 32 2 2 NUM issue-350 67 33 400 400 NUM issue-350 67 34 000 000 NUM issue-350 67 35 2 2 NUM issue-350 67 36 600 600 NUM issue-350 67 37 000 000 NUM issue-350 67 38 2 2 NUM issue-350 67 39 800 800 NUM issue-350 67 40 000 000 NUM issue-350 67 41 1 1 NUM issue-350 67 42 3 3 NUM issue-350 67 43 5 5 NUM issue-350 67 44 7 7 NUM issue-350 67 45 9 9 NUM issue-350 67 46 11 11 NUM issue-350 67 47 13 13 NUM issue-350 67 48 15 15 NUM issue-350 67 49 17 17 NUM issue-350 67 50 19 19 NUM issue-350 67 51 21 21 NUM issue-350 67 52 23 23 NUM issue-350 67 53 25 25 NUM issue-350 67 54 27 27 NUM issue-350 67 55 29 29 NUM issue-350 67 56 31 31 NUM issue-350 67 57 33 33 NUM issue-350 67 58 35 35 NUM issue-350 67 59 37 37 NUM issue-350 67 60 39 39 NUM issue-350 67 61 41 41 NUM issue-350 67 62 43 43 NUM issue-350 67 63 45 45 NUM issue-350 67 64 47 47 NUM issue-350 67 65 49 49 NUM issue-350 67 66 51 51 NUM issue-350 67 67 53 53 NUM issue-350 67 68 55 55 NUM issue-350 67 69 m m NOUN issue-350 67 70 ill ill ADJ issue-350 67 71 io io ADP issue-350 67 72 n n PART issue-350 67 73 u u PROPN issue-350 67 74 ah ah INTJ issue-350 67 75 bank bank NOUN issue-350 67 76 's 's PART issue-350 67 77 regulatory regulatory ADJ issue-350 67 78 capital capital NOUN issue-350 67 79 actual actual ADJ issue-350 67 80 changes change NOUN issue-350 67 81 in in ADP issue-350 67 82 the the DET issue-350 67 83 regulatory regulatory ADJ issue-350 67 84 capital capital NOUN issue-350 67 85 of of ADP issue-350 67 86 the the DET issue-350 67 87 bank bank PROPN issue-350 67 88 ( ( PUNCT issue-350 67 89 rc rc PROPN issue-350 67 90 ) ) PUNCT issue-350 67 91 neural neural ADJ issue-350 67 92 network network NOUN issue-350 67 93 ( ( PUNCT issue-350 67 94 rc rc PROPN issue-350 67 95 ) ) PUNCT issue-350 67 96 linear linear ADJ issue-350 67 97 trend trend NOUN issue-350 67 98 ( ( PUNCT issue-350 67 99 rc rc NOUN issue-350 67 100 ) ) PUNCT issue-350 67 101 polynomial polynomial ADJ issue-350 67 102 trend trend NOUN issue-350 67 103 ( ( PUNCT issue-350 67 104 rc rc NOUN issue-350 67 105 ) ) PUNCT issue-350 67 106 fig fig NOUN issue-350 67 107 . . PUNCT issue-350 68 1 2 2 X issue-350 68 2 . . X issue-350 68 3 changes change NOUN issue-350 68 4 in in ADP issue-350 68 5 the the DET issue-350 68 6 regulatory regulatory ADJ issue-350 68 7 capital capital NOUN issue-350 68 8 of of ADP issue-350 68 9 the the DET issue-350 68 10 bank bank NOUN issue-350 68 11 , , PUNCT issue-350 68 12 which which PRON issue-350 68 13 are be AUX issue-350 68 14 described describe VERB issue-350 68 15 by by ADP issue-350 68 16 trend trend NOUN issue-350 68 17 models model NOUN issue-350 68 18 and and CCONJ issue-350 68 19 the the DET issue-350 68 20 model model NOUN issue-350 68 21 of of ADP issue-350 68 22 a a DET issue-350 68 23 multilayer multilayer ADJ issue-350 68 24 perceptron perceptron NOUN issue-350 68 25 an an DET issue-350 68 26 important important ADJ issue-350 68 27 task task NOUN issue-350 68 28 of of ADP issue-350 68 29 forecasting forecasting NOUN issue-350 68 30 is be AUX issue-350 68 31 to to PART issue-350 68 32 determine determine VERB issue-350 68 33 the the DET issue-350 68 34 characteristics characteristic NOUN issue-350 68 35 of of ADP issue-350 68 36 the the DET issue-350 68 37 quality quality NOUN issue-350 68 38 of of ADP issue-350 68 39 the the DET issue-350 68 40 proposed propose VERB issue-350 68 41 models model NOUN issue-350 68 42 , , PUNCT issue-350 68 43 one one NUM issue-350 68 44 of of ADP issue-350 68 45 the the DET issue-350 68 46 criteria criterion NOUN issue-350 68 47 of of ADP issue-350 68 48 which which PRON issue-350 68 49 is be AUX issue-350 68 50 the the DET issue-350 68 51 informational informational ADJ issue-350 68 52 suitability suitability NOUN issue-350 68 53 of of ADP issue-350 68 54 the the DET issue-350 68 55 econometric econometric ADJ issue-350 68 56 model model NOUN issue-350 68 57 , , PUNCT issue-350 68 58 that that ADV issue-350 68 59 is is ADV issue-350 68 60 , , PUNCT issue-350 68 61 how how SCONJ issue-350 68 62 validly validly ADV issue-350 68 63 the the DET issue-350 68 64 model model NOUN issue-350 68 65 chosen choose VERB issue-350 68 66 for for ADP issue-350 68 67 forecasting forecasting NOUN issue-350 68 68 explains explain VERB issue-350 68 69 the the DET issue-350 68 70 retrospective retrospective NOUN issue-350 68 71 of of ADP issue-350 68 72 the the DET issue-350 68 73 investigated investigate VERB issue-350 68 74 changes change NOUN issue-350 68 75 in in ADP issue-350 68 76 regulatory regulatory ADJ issue-350 68 77 capital capital NOUN issue-350 68 78 . . PUNCT issue-350 69 1 as as ADP issue-350 69 2 the the DET issue-350 69 3 estimated estimate VERB issue-350 69 4 characteristic characteristic NOUN issue-350 69 5 of of ADP issue-350 69 6 the the DET issue-350 69 7 a a DET issue-350 69 8 priori priori ADJ issue-350 69 9 quality quality NOUN issue-350 69 10 of of ADP issue-350 69 11 the the DET issue-350 69 12 forecast forecast NOUN issue-350 69 13 model model NOUN issue-350 69 14 , , PUNCT issue-350 69 15 it it PRON issue-350 69 16 is be AUX issue-350 69 17 expedient expedient ADJ issue-350 69 18 to to PART issue-350 69 19 use use VERB issue-350 69 20 the the DET issue-350 69 21 estimated estimate VERB issue-350 69 22 values value NOUN issue-350 69 23 of of ADP issue-350 69 24 the the DET issue-350 69 25 determination determination NOUN issue-350 69 26 coefficient coefficient NOUN issue-350 69 27 ( ( PUNCT issue-350 69 28 o. o. PROPN issue-350 69 29 plastun plastun PROPN issue-350 69 30 , , PUNCT issue-350 69 31 2014 2014 NUM issue-350 69 32 ) ) PUNCT issue-350 69 33 ( ( PUNCT issue-350 69 34 3 3 NUM issue-350 69 35 ) ) PUNCT issue-350 69 36 . . PUNCT issue-350 70 1 r r NOUN issue-350 71 1 y y PROPN issue-350 71 2 y y PROPN issue-350 71 3 y y PROPN issue-350 71 4 y y PROPN issue-350 71 5 t t PROPN issue-350 71 6 t t PROPN issue-350 71 7 n n ADP issue-350 71 8 t t PROPN issue-350 71 9 t t PROPN issue-350 71 10 n n CCONJ issue-350 71 11 2 2 NUM issue-350 71 12 2 2 NUM issue-350 71 13 1 1 NUM issue-350 71 14 2 2 NUM issue-350 71 15 1 1 NUM issue-350 71 16 = = NOUN issue-350 71 17 − − VERB issue-350 71 18   NOUN issue-350 71 19   NOUN issue-350 71 20   PROPN issue-350 72 1   PUNCT issue-350 72 2   NOUN issue-350 72 3 − − PROPN issue-350 72 4 ( ( PUNCT issue-350 72 5 ) ) PUNCT issue-350 72 6 ∧ ∧ NOUN issue-350 72 7 = = PUNCT issue-350 73 1 = = PUNCT issue-350 73 2 ∑ ∑ PROPN issue-350 73 3 ∑ ∑ INTJ issue-350 73 4 , , PUNCT issue-350 73 5 ( ( PUNCT issue-350 73 6 3 3 X issue-350 73 7 ) ) PUNCT issue-350 73 8 where where SCONJ issue-350 73 9 yt yt PROPN issue-350 73 10     SPACE issue-350 73 11 – – PUNCT issue-350 73 12 the the DET issue-350 73 13 actual actual ADJ issue-350 73 14 value value NOUN issue-350 73 15 of of ADP issue-350 73 16 the the DET issue-350 73 17 time time NOUN issue-350 73 18 series series NOUN issue-350 73 19 ; ; PUNCT issue-350 73 20 yt yt PROPN issue-350 73 21 ∧ ∧ PROPN issue-350 73 22 – – PUNCT issue-350 73 23 model model NOUN issue-350 73 24 values value NOUN issue-350 73 25 constructed construct VERB issue-350 73 26 according accord VERB issue-350 73 27 to to ADP issue-350 73 28 the the DET issue-350 73 29 estimated estimate VERB issue-350 73 30 parameters parameter NOUN issue-350 73 31 ; ; PUNCT issue-350 73 32 y y X issue-350 73 33 – – PUNCT issue-350 73 34 selective selective ADJ issue-350 73 35 mean mean NOUN issue-350 73 36 value value NOUN issue-350 73 37 . . PUNCT issue-350 74 1 table table NOUN issue-350 74 2 1 1 NUM issue-350 74 3 summarizes summarize NOUN issue-350 74 4 the the DET issue-350 74 5 values value NOUN issue-350 74 6 of of ADP issue-350 74 7 the the DET issue-350 74 8 determination determination NOUN issue-350 74 9 coefficient coefficient NOUN issue-350 74 10 for for ADP issue-350 74 11 the the DET issue-350 74 12 above above ADJ issue-350 74 13 models model NOUN issue-350 74 14 , , PUNCT issue-350 74 15 which which PRON issue-350 74 16 describe describe VERB issue-350 74 17 the the DET issue-350 74 18 dynamics dynamic NOUN issue-350 74 19 of of ADP issue-350 74 20 the the DET issue-350 74 21 indicator indicator NOUN issue-350 74 22 of of ADP issue-350 74 23 regulatory regulatory ADJ issue-350 74 24 capital capital NOUN issue-350 74 25 of of ADP issue-350 74 26 the the DET issue-350 74 27 bank bank NOUN issue-350 74 28 . . PUNCT issue-350 75 1 table table NOUN issue-350 75 2 1 1 NUM issue-350 75 3 the the DET issue-350 75 4 value value NOUN issue-350 75 5 of of ADP issue-350 75 6 the the DET issue-350 75 7 determination determination NOUN issue-350 75 8 coefficient coefficient NOUN issue-350 75 9 of of ADP issue-350 75 10 the the DET issue-350 75 11 dynamics dynamic NOUN issue-350 75 12 of of ADP issue-350 75 13 regulatory regulatory ADJ issue-350 75 14 capital capital NOUN issue-350 75 15 of of ADP issue-350 75 16 the the DET issue-350 75 17 bank bank NOUN issue-350 75 18 determination determination NOUN issue-350 75 19 coefficient coefficient NOUN issue-350 75 20 ( ( PUNCT issue-350 75 21 r2 r2 PROPN issue-350 75 22 ) ) PUNCT issue-350 75 23 , , PUNCT issue-350 75 24 p. p. NOUN issue-350 75 25 units unit NOUN issue-350 75 26 linear linear VERB issue-350 75 27 trend trend NOUN issue-350 75 28 polynomial polynomial ADJ issue-350 75 29 trend trend NOUN issue-350 75 30 neural neural ADJ issue-350 75 31 network network NOUN issue-350 75 32 0,834 0,834 NUM issue-350 75 33 0,9 0,9 NUM issue-350 75 34 0,911 0,911 NUM issue-350 75 35 thus thus ADV issue-350 75 36 , , PUNCT issue-350 75 37 each each PRON issue-350 75 38 of of ADP issue-350 75 39 the the DET issue-350 75 40 proposed propose VERB issue-350 75 41 models model NOUN issue-350 75 42 describes describe VERB issue-350 75 43 the the DET issue-350 75 44 output output NOUN issue-350 75 45 time time NOUN issue-350 75 46 series series NOUN issue-350 75 47 at at ADP issue-350 75 48 an an DET issue-350 75 49 adequate adequate ADJ issue-350 75 50 level level NOUN issue-350 75 51 ( ( PUNCT issue-350 75 52 r2 r2 PROPN issue-350 75 53 > > X issue-350 75 54 0,8 0,8 NUM issue-350 75 55 ) ) PUNCT issue-350 75 56 . . PUNCT issue-350 76 1 the the DET issue-350 76 2 most most ADV issue-350 76 3 appropriate appropriate ADJ issue-350 76 4 model model NOUN issue-350 76 5 among among ADP issue-350 76 6 the the DET issue-350 76 7 considered consider VERB issue-350 76 8 is be AUX issue-350 76 9 the the DET issue-350 76 10 model model NOUN issue-350 76 11 of of ADP issue-350 76 12 multilayer multilayer PROPN issue-350 76 13 perceptron perceptron PROPN issue-350 76 14 , , PUNCT issue-350 76 15 the the DET issue-350 76 16 determination determination NOUN issue-350 76 17 coefficient coefficient NOUN issue-350 76 18 of of ADP issue-350 76 19 which which PRON issue-350 76 20 is be AUX issue-350 76 21 91.1 91.1 NUM issue-350 76 22 % % NOUN issue-350 76 23 . . PUNCT issue-350 77 1 baltic baltic PROPN issue-350 77 2 journal journal PROPN issue-350 77 3 of of ADP issue-350 77 4 economic economic ADJ issue-350 77 5 studies study NOUN issue-350 77 6 191 191 NUM issue-350 77 7 vol vol NOUN issue-350 77 8 . . PROPN issue-350 78 1 4 4 NUM issue-350 78 2 , , PUNCT issue-350 78 3 no no INTJ issue-350 78 4 . . NOUN issue-350 78 5 1 1 NUM issue-350 78 6 , , PUNCT issue-350 78 7 2018 2018 NUM issue-350 78 8 in in ADP issue-350 78 9 addition addition NOUN issue-350 78 10 to to ADP issue-350 78 11 assessing assess VERB issue-350 78 12 the the DET issue-350 78 13 informational informational ADJ issue-350 78 14 suitability suitability NOUN issue-350 78 15 of of ADP issue-350 78 16 models model NOUN issue-350 78 17 , , PUNCT issue-350 78 18 it it PRON issue-350 78 19 is be AUX issue-350 78 20 expedient expedient ADJ issue-350 78 21 to to PART issue-350 78 22 evaluate evaluate VERB issue-350 78 23 their their PRON issue-350 78 24 accuracy accuracy NOUN issue-350 78 25 . . PUNCT issue-350 79 1 in in ADP issue-350 79 2 the the DET issue-350 79 3 statistical statistical ADJ issue-350 79 4 analysis analysis NOUN issue-350 79 5 of of ADP issue-350 79 6 time time NOUN issue-350 79 7 series series NOUN issue-350 79 8 , , PUNCT issue-350 79 9 there there PRON issue-350 79 10 is be VERB issue-350 79 11 a a DET issue-350 79 12 sufficiently sufficiently ADV issue-350 79 13 wide wide ADJ issue-350 79 14 list list NOUN issue-350 79 15 of of ADP issue-350 79 16 characteristics characteristic NOUN issue-350 79 17 of of ADP issue-350 79 18 the the DET issue-350 79 19 accuracy accuracy NOUN issue-350 79 20 of of ADP issue-350 79 21 models model NOUN issue-350 79 22 . . PUNCT issue-350 80 1 in in ADP issue-350 80 2 order order NOUN issue-350 80 3 to to PART issue-350 80 4 avoid avoid VERB issue-350 80 5 contradictions contradiction NOUN issue-350 80 6 in in ADP issue-350 80 7 the the DET issue-350 80 8 conclusions conclusion NOUN issue-350 80 9 that that PRON issue-350 80 10 may may AUX issue-350 80 11 arise arise VERB issue-350 80 12 due due ADP issue-350 80 13 to to ADP issue-350 80 14 the the DET issue-350 80 15 use use NOUN issue-350 80 16 of of ADP issue-350 80 17 a a DET issue-350 80 18 number number NOUN issue-350 80 19 of of ADP issue-350 80 20 indicators indicator NOUN issue-350 80 21 , , PUNCT issue-350 80 22 for for ADP issue-350 80 23 the the DET issue-350 80 24 evaluation evaluation NOUN issue-350 80 25 of of ADP issue-350 80 26 the the DET issue-350 80 27 accuracy accuracy NOUN issue-350 80 28 of of ADP issue-350 80 29 the the DET issue-350 80 30 proposed propose VERB issue-350 80 31 models model NOUN issue-350 80 32 , , PUNCT issue-350 80 33 one one NUM issue-350 80 34 indicator indicator NOUN issue-350 80 35 should should AUX issue-350 80 36 be be AUX issue-350 80 37 used use VERB issue-350 80 38 throughout throughout ADP issue-350 80 39 the the DET issue-350 80 40 analysis analysis NOUN issue-350 80 41 process process NOUN issue-350 80 42 , , PUNCT issue-350 80 43 namely namely ADV issue-350 80 44 , , PUNCT issue-350 80 45 we we PRON issue-350 80 46 will will AUX issue-350 80 47 use use VERB issue-350 80 48 the the DET issue-350 80 49 average average ADJ issue-350 80 50 approximation approximation NOUN issue-350 80 51 error error NOUN issue-350 80 52     SPACE issue-350 80 53 – – PUNCT issue-350 80 54 a a DET issue-350 80 55 ( ( PUNCT issue-350 80 56 3 3 NUM issue-350 80 57 ) ) PUNCT issue-350 80 58 . . PUNCT issue-350 81 1 the the PRON issue-350 81 2 lower low ADJ issue-350 81 3 the the DET issue-350 81 4 value value NOUN issue-350 81 5 obtained obtain VERB issue-350 81 6 for for ADP issue-350 81 7 this this DET issue-350 81 8 indicator indicator NOUN issue-350 81 9 , , PUNCT issue-350 81 10 the the PRON issue-350 81 11 higher high ADJ issue-350 81 12 the the DET issue-350 81 13 accuracy accuracy NOUN issue-350 81 14 of of ADP issue-350 81 15 the the DET issue-350 81 16 model model NOUN issue-350 81 17 . . PUNCT issue-350 82 1 it it PRON issue-350 82 2 should should AUX issue-350 82 3 be be AUX issue-350 82 4 noted note VERB issue-350 82 5 that that SCONJ issue-350 82 6 at at ADP issue-350 82 7 a a DET issue-350 82 8 < < X issue-350 82 9 5 5 NUM issue-350 82 10 % % NOUN issue-350 82 11 the the DET issue-350 82 12 accuracy accuracy NOUN issue-350 82 13 of of ADP issue-350 82 14 the the DET issue-350 82 15 model model NOUN issue-350 82 16 is be AUX issue-350 82 17 considered consider VERB issue-350 82 18 high high ADJ issue-350 82 19 ( ( PUNCT issue-350 82 20 o. o. NOUN issue-350 82 21 cherniak cherniak PROPN issue-350 82 22 , , PUNCT issue-350 82 23 p. p. PROPN issue-350 82 24 zakharchenko zakharchenko NOUN issue-350 82 25 , , PUNCT issue-350 82 26 2011 2011 NUM issue-350 82 27 ) ) PUNCT issue-350 82 28 . . PUNCT issue-350 83 1 a a DET issue-350 83 2 n n NOUN issue-350 83 3 e e X issue-350 83 4 y y PROPN issue-350 83 5 n n PROPN issue-350 83 6 y y PROPN issue-350 83 7 y y PROPN issue-350 83 8 y y PROPN issue-350 83 9 t t PROPN issue-350 83 10 tt tt PROPN issue-350 83 11 n n ADP issue-350 83 12 t t PROPN issue-350 83 13 t t X issue-350 83 14 tt tt PROPN issue-350 83 15 n n PROPN issue-350 83 16 = = PUNCT issue-350 83 17 = = PUNCT issue-350 84 1 − − PROPN issue-350 84 2 = = SYM issue-350 84 3 ∧ ∧ PROPN issue-350 84 4 = = PUNCT issue-350 84 5 ∑ ∑ PUNCT issue-350 84 6 ∑1 ∑1 NOUN issue-350 84 7 1 1 NUM issue-350 84 8 1 1 NUM issue-350 84 9 1 1 NUM issue-350 84 10 , , PUNCT issue-350 84 11 ( ( PUNCT issue-350 84 12 3 3 X issue-350 84 13 ) ) PUNCT issue-350 84 14 where where SCONJ issue-350 84 15 n n NOUN issue-350 84 16 – – PUNCT issue-350 84 17 number number NOUN issue-350 84 18 of of ADP issue-350 84 19 units unit NOUN issue-350 84 20 in in ADP issue-350 84 21 the the DET issue-350 84 22 aggregate aggregate NOUN issue-350 84 23 ; ; PUNCT issue-350 84 24 et et NOUN issue-350 84 25 – – PUNCT issue-350 84 26 residual residual ADJ issue-350 84 27 sum sum NOUN issue-350 84 28 of of ADP issue-350 84 29 squares square NOUN issue-350 84 30 . . PUNCT issue-350 85 1 table table NOUN issue-350 85 2 2 2 NUM issue-350 85 3 presents present VERB issue-350 85 4 the the DET issue-350 85 5 estimated estimate VERB issue-350 85 6 values value NOUN issue-350 85 7 of of ADP issue-350 85 8 average average ADJ issue-350 85 9 approximation approximation NOUN issue-350 85 10 error error NOUN issue-350 85 11 for for ADP issue-350 85 12 each each PRON issue-350 85 13 of of ADP issue-350 85 14 the the DET issue-350 85 15 three three NUM issue-350 85 16 models model NOUN issue-350 85 17 . . PUNCT issue-350 86 1 table table NOUN issue-350 86 2 2 2 NUM issue-350 86 3 the the DET issue-350 86 4 value value NOUN issue-350 86 5 of of ADP issue-350 86 6 the the DET issue-350 86 7 average average ADJ issue-350 86 8 approximation approximation NOUN issue-350 86 9 error error NOUN issue-350 86 10 of of ADP issue-350 86 11 models model NOUN issue-350 86 12 of of ADP issue-350 86 13 the the DET issue-350 86 14 dynamics dynamic NOUN issue-350 86 15 of of ADP issue-350 86 16 regulatory regulatory ADJ issue-350 86 17 capital capital NOUN issue-350 86 18 of of ADP issue-350 86 19 the the DET issue-350 86 20 bank bank NOUN issue-350 86 21 average average ADJ issue-350 86 22 approximation approximation NOUN issue-350 86 23 error error NOUN issue-350 86 24 ( ( PUNCT issue-350 86 25 а а NOUN issue-350 86 26 ) ) PUNCT issue-350 86 27 , , PUNCT issue-350 86 28 % % INTJ issue-350 86 29 linear linear ADJ issue-350 86 30 trend trend NOUN issue-350 86 31 polynomial polynomial ADJ issue-350 86 32 trend trend NOUN issue-350 86 33 neural neural ADJ issue-350 86 34 network network NOUN issue-350 86 35 6,58 6,58 NUM issue-350 86 36 5,67 5,67 ADJ issue-350 86 37 3,6 3,6 NUM issue-350 86 38 thus thus ADV issue-350 86 39 , , PUNCT issue-350 86 40 the the DET issue-350 86 41 model model NOUN issue-350 86 42 of of ADP issue-350 86 43 a a DET issue-350 86 44 multilayer multilayer ADJ issue-350 86 45 perceptron perceptron NOUN issue-350 86 46 , , PUNCT issue-350 86 47 the the DET issue-350 86 48 average average ADJ issue-350 86 49 error error NOUN issue-350 86 50 of of ADP issue-350 86 51 approximation approximation NOUN issue-350 86 52 of of ADP issue-350 86 53 which which PRON issue-350 86 54 was be AUX issue-350 86 55 3.6 3.6 NUM issue-350 86 56 % % NOUN issue-350 86 57 , , PUNCT issue-350 86 58 was be AUX issue-350 86 59 the the DET issue-350 86 60 best good ADJ issue-350 86 61 by by ADP issue-350 86 62 the the DET issue-350 86 63 criterion criterion NOUN issue-350 86 64 of of ADP issue-350 86 65 accuracy accuracy NOUN issue-350 86 66 . . PUNCT issue-350 87 1 table table NOUN issue-350 87 2 3 3 NUM issue-350 87 3 shows show VERB issue-350 87 4 the the DET issue-350 87 5 forecasted forecast VERB issue-350 87 6 values value NOUN issue-350 87 7 of of ADP issue-350 87 8 the the DET issue-350 87 9 regulatory regulatory ADJ issue-350 87 10 capital capital NOUN issue-350 87 11 of of ADP issue-350 87 12 the the DET issue-350 87 13 bank bank NOUN issue-350 87 14 ( ( PUNCT issue-350 87 15 point point NOUN issue-350 87 16 forecast forecast NOUN issue-350 87 17 ) ) PUNCT issue-350 87 18 with with ADP issue-350 87 19 a a DET issue-350 87 20 depth depth NOUN issue-350 87 21 of of ADP issue-350 87 22 nine nine NUM issue-350 87 23 periods period NOUN issue-350 87 24 ( ( PUNCT issue-350 87 25 quarter quarter NOUN issue-350 87 26 ) ) PUNCT issue-350 87 27 . . PUNCT issue-350 88 1 table table NOUN issue-350 88 2 3 3 NUM issue-350 88 3 forecasted forecast VERB issue-350 88 4 values value NOUN issue-350 88 5 of of ADP issue-350 88 6 the the DET issue-350 88 7 bank bank NOUN issue-350 88 8 ’s ’s PART issue-350 88 9 regulatory regulatory ADJ issue-350 88 10 capital capital NOUN issue-350 88 11 , , PUNCT issue-350 88 12 thousand thousand NUM issue-350 88 13 uah uah ADJ issue-350 88 14 period period NOUN issue-350 88 15 linear linear ADJ issue-350 88 16 trend trend NOUN issue-350 88 17 polynomial polynomial ADJ issue-350 88 18 trend trend NOUN issue-350 88 19 neural neural ADJ issue-350 88 20 network network NOUN issue-350 88 21 56 56 NUM issue-350 88 22 2703864,6 2703864,6 NUM issue-350 88 23 2300447,1 2300447,1 NUM issue-350 88 24 2334302,5 2334302,5 NUM issue-350 88 25 57 57 NUM issue-350 88 26 2728555,9 2728555,9 NUM issue-350 88 27 2249745,4 2249745,4 NUM issue-350 88 28 2331278,5 2331278,5 NUM issue-350 88 29 58 58 NUM issue-350 88 30 2753247,2 2753247,2 NUM issue-350 88 31 2193012,6 2193012,6 NUM issue-350 88 32 2318402,9 2318402,9 NUM issue-350 88 33 59 59 NUM issue-350 88 34 2777938,5 2777938,5 NUM issue-350 88 35 2130053,9 2130053,9 NUM issue-350 88 36 2311312,0 2311312,0 NUM issue-350 88 37 60 60 NUM issue-350 88 38 2802629,8 2802629,8 NUM issue-350 88 39 2060674,9 2060674,9 NUM issue-350 88 40 2296867,1 2296867,1 NUM issue-350 88 41 61 61 NUM issue-350 88 42 2827321,1 2827321,1 NUM issue-350 88 43 1984680,9 1984680,9 NUM issue-350 88 44 2287072,1 2287072,1 NUM issue-350 88 45 62 62 NUM issue-350 88 46 2852012,4 2852012,4 PROPN issue-350 88 47 1901877,3 1901877,3 NUM issue-350 88 48 2281247,7 2281247,7 NUM issue-350 88 49 63 63 NUM issue-350 88 50 2876703,7 2876703,7 NUM issue-350 88 51 1812069,6 1812069,6 NUM issue-350 89 1 2274888,7 2274888,7 NUM issue-350 89 2 64 64 NUM issue-350 89 3 2901395,0 2901395,0 NUM issue-350 89 4 1715063,2 1715063,2 NUM issue-350 89 5 2269772,6 2269772,6 NUM issue-350 89 6 fig fig NOUN issue-350 89 7 . . PUNCT issue-350 90 1 3 3 NUM issue-350 90 2 graphically graphically ADV issue-350 90 3 depicts depict VERB issue-350 90 4 changes change NOUN issue-350 90 5 in in ADP issue-350 90 6 the the DET issue-350 90 7 regulatory regulatory ADJ issue-350 90 8 capital capital NOUN issue-350 90 9 of of ADP issue-350 90 10 the the DET issue-350 90 11 bank bank NOUN issue-350 90 12 , , PUNCT issue-350 90 13 that that ADV issue-350 90 14 is is ADV issue-350 90 15 , , PUNCT issue-350 90 16 the the DET issue-350 90 17 output output NOUN issue-350 90 18 time time NOUN issue-350 90 19 series series PROPN issue-350 90 20 , , PUNCT issue-350 90 21 taking take VERB issue-350 90 22 into into ADP issue-350 90 23 account account NOUN issue-350 90 24 the the DET issue-350 90 25 projected project VERB issue-350 90 26 values value NOUN issue-350 90 27 . . PUNCT issue-350 91 1 equally equally ADV issue-350 91 2 important important ADJ issue-350 91 3 is be AUX issue-350 91 4 the the DET issue-350 91 5 calculation calculation NOUN issue-350 91 6 of of ADP issue-350 91 7 the the DET issue-350 91 8 confidence confidence NOUN issue-350 91 9 interval interval NOUN issue-350 91 10 ( ( PUNCT issue-350 91 11 interval interval NOUN issue-350 91 12 forecast forecast NOUN issue-350 91 13 ) ) PUNCT issue-350 91 14 , , PUNCT issue-350 91 15 which which PRON issue-350 91 16 defines define VERB issue-350 91 17 the the DET issue-350 91 18 limit limit NOUN issue-350 91 19 values value NOUN issue-350 91 20 of of ADP issue-350 91 21 the the DET issue-350 91 22 level level NOUN issue-350 91 23 of of ADP issue-350 91 24 a a DET issue-350 91 25 series series NOUN issue-350 91 26 with with ADP issue-350 91 27 a a DET issue-350 91 28 given give VERB issue-350 91 29 confidence confidence NOUN issue-350 91 30 probability probability NOUN issue-350 91 31 α α X issue-350 91 32 . . PUNCT issue-350 92 1 fig fig NOUN issue-350 92 2 . . PUNCT issue-350 93 1 4 4 NUM issue-350 93 2 shows show VERB issue-350 93 3 the the DET issue-350 93 4 point point NOUN issue-350 93 5 and and CCONJ issue-350 93 6 interval interval NOUN issue-350 93 7 forecasts forecast NOUN issue-350 93 8 of of ADP issue-350 93 9 the the DET issue-350 93 10 value value NOUN issue-350 93 11 of of ADP issue-350 93 12 regulatory regulatory ADJ issue-350 93 13 capital capital NOUN issue-350 93 14 , , PUNCT issue-350 93 15 constructed construct VERB issue-350 93 16 using use VERB issue-350 93 17 a a DET issue-350 93 18 multilayer multilayer ADJ issue-350 93 19 perceptron perceptron NOUN issue-350 93 20 . . PUNCT issue-350 94 1 1000000 1000000 NUM issue-350 94 2 1500000 1500000 NUM issue-350 94 3 2000000 2000000 NUM issue-350 94 4 2500000 2500000 NUM issue-350 94 5 3000000 3000000 NUM issue-350 94 6 m m NOUN issue-350 94 7 ill ill PROPN issue-350 94 8 io io PROPN issue-350 94 9 n n PART issue-350 94 10 u u NOUN issue-350 94 11 ah ah INTJ issue-350 94 12 1 1 NUM issue-350 94 13 2 2 NUM issue-350 94 14 3 3 NUM issue-350 94 15 4 4 NUM issue-350 94 16 5 5 NUM issue-350 94 17 6 6 NUM issue-350 94 18 7 7 NUM issue-350 94 19 8 8 NUM issue-350 94 20 9 9 NUM issue-350 94 21 10 10 NUM issue-350 94 22 11 11 NUM issue-350 94 23 12 12 NUM issue-350 94 24 13 13 NUM issue-350 94 25 14 14 NUM issue-350 94 26 15 15 NUM issue-350 94 27 16 16 NUM issue-350 94 28 17 17 NUM issue-350 94 29 18 18 NUM issue-350 94 30 19 19 NUM issue-350 94 31 pessimistic pessimistic ADJ issue-350 94 32 forecast forecast NOUN issue-350 94 33 point point NOUN issue-350 94 34 forecast forecast NOUN issue-350 94 35 optimistic optimistic ADJ issue-350 94 36 forecast forecast NOUN issue-350 94 37 fig fig NOUN issue-350 94 38 . . PUNCT issue-350 95 1 4 4 X issue-350 95 2 . . NOUN issue-350 95 3 point point NOUN issue-350 95 4 and and CCONJ issue-350 95 5 interval interval NOUN issue-350 95 6 forecasts forecast NOUN issue-350 95 7 of of ADP issue-350 95 8 the the DET issue-350 95 9 value value NOUN issue-350 95 10 of of ADP issue-350 95 11 regulatory regulatory ADJ issue-350 95 12 capital capital NOUN issue-350 95 13 , , PUNCT issue-350 95 14 constructed construct VERB issue-350 95 15 using use VERB issue-350 95 16 a a DET issue-350 95 17 multilayer multilayer ADJ issue-350 95 18 perceptron perceptron PROPN issue-350 95 19 thus thus ADV issue-350 95 20 , , PUNCT issue-350 95 21 we we PRON issue-350 95 22 obtained obtain VERB issue-350 95 23 an an DET issue-350 95 24 adequate adequate ADJ issue-350 95 25 model model NOUN issue-350 95 26 that that PRON issue-350 95 27 characterizes characterize VERB issue-350 95 28 the the DET issue-350 95 29 dynamics dynamic NOUN issue-350 95 30 of of ADP issue-350 95 31 the the DET issue-350 95 32 bank bank NOUN issue-350 95 33 ’s ’s PART issue-350 95 34 regulatory regulatory ADJ issue-350 95 35 capital capital NOUN issue-350 95 36 , , PUNCT issue-350 95 37 with with ADP issue-350 95 38 the the DET issue-350 95 39 help help NOUN issue-350 95 40 of of ADP issue-350 95 41 which which PRON issue-350 95 42 the the DET issue-350 95 43 point point NOUN issue-350 95 44 and and CCONJ issue-350 95 45 interval interval NOUN issue-350 95 46 forecasts forecast NOUN issue-350 95 47 ( ( PUNCT issue-350 95 48 interval interval NOUN issue-350 95 49 width width NOUN issue-350 95 50 ± ± NUM issue-350 95 51 10.1 10.1 NUM issue-350 95 52 % % NOUN issue-350 95 53 ) ) PUNCT issue-350 95 54 of of ADP issue-350 95 55 changes change NOUN issue-350 95 56 in in ADP issue-350 95 57 its its PRON issue-350 95 58 values value NOUN issue-350 95 59 with with ADP issue-350 95 60 the the DET issue-350 95 61 depth depth NOUN issue-350 95 62 of of ADP issue-350 95 63 the the DET issue-350 95 64 forecast forecast NOUN issue-350 95 65 in in ADP issue-350 95 66 9 9 NUM issue-350 95 67 periods period NOUN issue-350 95 68 or or CCONJ issue-350 95 69 a a DET issue-350 95 70 quarter quarter NOUN issue-350 95 71 are be AUX issue-350 95 72 calculated calculate VERB issue-350 95 73 , , PUNCT issue-350 95 74 which which PRON issue-350 95 75 makes make VERB issue-350 95 76 it it PRON issue-350 95 77 possible possible ADJ issue-350 95 78 to to PART issue-350 95 79 estimate estimate VERB issue-350 95 80 the the DET issue-350 95 81 level level NOUN issue-350 95 82 of of ADP issue-350 95 83 coverage coverage NOUN issue-350 95 84 of of ADP issue-350 95 85 negative negative ADJ issue-350 95 86 effects effect NOUN issue-350 95 87 of of ADP issue-350 95 88 the the DET issue-350 95 89 various various ADJ issue-350 95 90 risks risk NOUN issue-350 95 91 that that PRON issue-350 95 92 banks bank NOUN issue-350 95 93 assume assume VERB issue-350 95 94 in in ADP issue-350 95 95 the the DET issue-350 95 96 course course NOUN issue-350 95 97 of of ADP issue-350 95 98 their their PRON issue-350 95 99 activities activity NOUN issue-350 95 100 . . PUNCT issue-350 96 1 to to PART issue-350 96 2 obtain obtain VERB issue-350 96 3 the the DET issue-350 96 4 projected project VERB issue-350 96 5 value value NOUN issue-350 96 6 of of ADP issue-350 96 7 the the DET issue-350 96 8 regulatory regulatory ADJ issue-350 96 9 capital capital NOUN issue-350 96 10 adequacy adequacy NOUN issue-350 96 11 ratio ratio NOUN issue-350 96 12 h2 h2 PROPN issue-350 96 13 ( ( PUNCT issue-350 96 14 1 1 NUM issue-350 96 15 ) ) PUNCT issue-350 96 16 , , PUNCT issue-350 96 17 similarly similarly ADV issue-350 96 18 , , PUNCT issue-350 96 19 it it PRON issue-350 96 20 is be AUX issue-350 96 21 necessary necessary ADJ issue-350 96 22 to to PART issue-350 96 23 calculate calculate VERB issue-350 96 24 the the DET issue-350 96 25 forecasted forecast VERB issue-350 96 26 values value NOUN issue-350 96 27 for for ADP issue-350 96 28 the the DET issue-350 96 29 forthcoming forthcoming ADJ issue-350 96 30 quarter quarter NOUN issue-350 96 31 for for ADP issue-350 96 32 risk risk NOUN issue-350 96 33 - - PUNCT issue-350 96 34 weighted weight VERB issue-350 96 35 assets asset NOUN issue-350 96 36 ( ( PUNCT issue-350 96 37 ар ар INTJ issue-350 96 38 ) ) PUNCT issue-350 96 39 and and CCONJ issue-350 96 40 the the DET issue-350 96 41 aggregate aggregate ADJ issue-350 96 42 amount amount NOUN issue-350 96 43 of of ADP issue-350 96 44 the the DET issue-350 96 45 net net ADJ issue-350 96 46 foreign foreign ADJ issue-350 96 47 exchange exchange NOUN issue-350 96 48 position position NOUN issue-350 96 49 ( ( PUNCT issue-350 96 50 свп свп ADJ issue-350 96 51 ) ) PUNCT issue-350 96 52 for for ADP issue-350 96 53 all all DET issue-350 96 54 foreign foreign ADJ issue-350 96 55 currencies currency NOUN issue-350 96 56 and and CCONJ issue-350 96 57 banking banking NOUN issue-350 96 58 metals metal NOUN issue-350 96 59 . . PUNCT issue-350 97 1 fig fig NOUN issue-350 97 2 . . PUNCT issue-350 98 1 5 5 NUM issue-350 98 2 shows show VERB issue-350 98 3 the the DET issue-350 98 4 dynamics dynamic NOUN issue-350 98 5 of of ADP issue-350 98 6 the the DET issue-350 98 7 ар ар NOUN issue-350 98 8 indicator indicator NOUN issue-350 98 9 , , PUNCT issue-350 98 10 the the DET issue-350 98 11 model model NOUN issue-350 98 12 characteristics characteristic NOUN issue-350 98 13 of of ADP issue-350 98 14 the the DET issue-350 98 15 linear linear ADJ issue-350 98 16 and and CCONJ issue-350 98 17 polynomial polynomial ADJ issue-350 98 18 trend trend NOUN issue-350 98 19 models model NOUN issue-350 98 20 , , PUNCT issue-350 98 21 and and CCONJ issue-350 98 22 the the DET issue-350 98 23 risk risk NOUN issue-350 98 24 - - PUNCT issue-350 98 25 weighted weight VERB issue-350 98 26 assets asset NOUN issue-350 98 27 ’ ' PUNCT issue-350 98 28 changes change NOUN issue-350 98 29 described describe VERB issue-350 98 30 by by ADP issue-350 98 31 the the DET issue-350 98 32 multilayer multilayer PROPN issue-350 98 33 perceptron perceptron PROPN issue-350 98 34 model model PROPN issue-350 98 35 . . PUNCT issue-350 99 1 the the DET issue-350 99 2 combined combined ADJ issue-350 99 3 data datum NOUN issue-350 99 4 of of ADP issue-350 99 5 the the DET issue-350 99 6 values value NOUN issue-350 99 7 of of ADP issue-350 99 8 the the DET issue-350 99 9 determination determination NOUN issue-350 99 10 coefficient coefficient NOUN issue-350 99 11 and and CCONJ issue-350 99 12 the the DET issue-350 99 13 average average ADJ issue-350 99 14 approximation approximation NOUN issue-350 99 15 error error NOUN issue-350 99 16 of of ADP issue-350 99 17 individual individual ADJ issue-350 99 18 models model NOUN issue-350 99 19 of of ADP issue-350 99 20 the the DET issue-350 99 21 overall overall ADJ issue-350 99 22 risk risk NOUN issue-350 99 23 dynamics dynamic NOUN issue-350 99 24 ( ( PUNCT issue-350 99 25 ар ар INTJ issue-350 99 26 ) ) PUNCT issue-350 99 27 of of ADP issue-350 99 28 the the DET issue-350 99 29 bank bank NOUN issue-350 99 30 are be AUX issue-350 99 31 presented present VERB issue-350 99 32 in in ADP issue-350 99 33 table table NOUN issue-350 99 34 4 4 NUM issue-350 99 35 . . PUNCT issue-350 99 36 fig fig NOUN issue-350 99 37 . . PUNCT issue-350 100 1 3 3 X issue-350 100 2 . . X issue-350 100 3 changes change NOUN issue-350 100 4 in in ADP issue-350 100 5 the the DET issue-350 100 6 bank bank NOUN issue-350 100 7 ’s ’s PART issue-350 100 8 regulatory regulatory ADJ issue-350 100 9 capital capital NOUN issue-350 100 10 taking take VERB issue-350 100 11 into into ADP issue-350 100 12 account account NOUN issue-350 100 13 the the DET issue-350 100 14 projected project VERB issue-350 100 15 values value NOUN issue-350 100 16 with with ADP issue-350 100 17 a a DET issue-350 100 18 depth depth NOUN issue-350 100 19 of of ADP issue-350 100 20 nine nine NUM issue-350 100 21 periods period NOUN issue-350 100 22 1500000 1500000 NUM issue-350 100 23 1700000 1700000 NUM issue-350 100 24 1900000 1900000 NUM issue-350 100 25 2100000 2100000 NUM issue-350 100 26 2300000 2300000 NUM issue-350 100 27 2500000 2500000 NUM issue-350 100 28 2700000 2700000 NUM issue-350 100 29 2900000 2900000 NUM issue-350 100 30 3100000 3100000 NUM issue-350 100 31 1 1 NUM issue-350 100 32 2 2 NUM issue-350 100 33 3 3 NUM issue-350 100 34 4 4 NUM issue-350 100 35 5 5 NUM issue-350 100 36 6 6 NUM issue-350 100 37 7 7 NUM issue-350 100 38 8 8 NUM issue-350 100 39 9 9 NUM issue-350 100 40 10 10 NUM issue-350 100 41 11 11 NUM issue-350 100 42 12 12 NUM issue-350 100 43 13 13 NUM issue-350 100 44 14 14 NUM issue-350 100 45 15 15 NUM issue-350 100 46 16 16 NUM issue-350 100 47 17 17 NUM issue-350 100 48 18 18 NUM issue-350 100 49 19 19 NUM issue-350 100 50 m m NOUN issue-350 100 51 ill ill PROPN issue-350 100 52 io io PROPN issue-350 100 53 n n ADP issue-350 100 54 u u NOUN issue-350 100 55 a a DET issue-350 100 56 h h NOUN issue-350 100 57 neural neural ADJ issue-350 100 58 network network NOUN issue-350 100 59 ( ( PUNCT issue-350 100 60 rc rc PROPN issue-350 100 61 ) ) PUNCT issue-350 100 62 linear linear ADJ issue-350 100 63 trend trend NOUN issue-350 100 64 ( ( PUNCT issue-350 100 65 rc rc NOUN issue-350 100 66 ) ) PUNCT issue-350 100 67 polynomial polynomial ADJ issue-350 100 68 trend trend NOUN issue-350 100 69 ( ( PUNCT issue-350 100 70 rc rc PROPN issue-350 100 71 ) ) PUNCT issue-350 100 72 baltic baltic PROPN issue-350 100 73 journal journal PROPN issue-350 100 74 of of ADP issue-350 100 75 economic economic ADJ issue-350 100 76 studies study NOUN issue-350 100 77 192 192 NUM issue-350 100 78 vol vol NOUN issue-350 100 79 . . PROPN issue-350 101 1 4 4 NUM issue-350 101 2 , , PUNCT issue-350 101 3 no no INTJ issue-350 101 4 . . NOUN issue-350 101 5 1 1 NUM issue-350 101 6 , , PUNCT issue-350 101 7 2018 2018 NUM issue-350 101 8 table table NOUN issue-350 101 9 4 4 NUM issue-350 101 10 the the DET issue-350 101 11 value value NOUN issue-350 101 12 of of ADP issue-350 101 13 the the DET issue-350 101 14 determination determination NOUN issue-350 101 15 coefficient coefficient NOUN issue-350 101 16 and and CCONJ issue-350 101 17 the the DET issue-350 101 18 average average ADJ issue-350 101 19 approximation approximation NOUN issue-350 101 20 error error NOUN issue-350 101 21 of of ADP issue-350 101 22 dynamic dynamic ADJ issue-350 101 23 models model NOUN issue-350 101 24 of of ADP issue-350 101 25 risk risk NOUN issue-350 101 26 - - PUNCT issue-350 101 27 weighted weight VERB issue-350 101 28 assets asset NOUN issue-350 101 29 of of ADP issue-350 101 30 the the DET issue-350 101 31 bank bank NOUN issue-350 101 32 linear linear ADJ issue-350 101 33 trend trend NOUN issue-350 101 34 polynomial polynomial ADJ issue-350 101 35 trend trend NOUN issue-350 101 36 neural neural ADJ issue-350 101 37 network network NOUN issue-350 101 38 determination determination NOUN issue-350 101 39 coefficient coefficient NOUN issue-350 101 40 ( ( PUNCT issue-350 101 41 r2 r2 PROPN issue-350 101 42 ) ) PUNCT issue-350 101 43 , , PUNCT issue-350 101 44 p. p. NOUN issue-350 101 45 units unit NOUN issue-350 102 1 0,915 0,915 NUM issue-350 102 2 0,96 0,96 NOUN issue-350 102 3 0,99 0,99 PUNCT issue-350 103 1 average average ADJ issue-350 103 2 approximation approximation NOUN issue-350 103 3 error error NOUN issue-350 103 4 ( ( PUNCT issue-350 103 5 а а NOUN issue-350 103 6 ) ) PUNCT issue-350 103 7 , , PUNCT issue-350 103 8 % % NOUN issue-350 103 9 4,5 4,5 NUM issue-350 103 10 3,11 3,11 NUM issue-350 103 11 1,18 1,18 NUM issue-350 103 12 the the DET issue-350 103 13 most most ADV issue-350 103 14 adequate adequate ADJ issue-350 103 15 model model NOUN issue-350 103 16 that that PRON issue-350 103 17 characterizes characterize VERB issue-350 103 18 the the DET issue-350 103 19 dynamics dynamic NOUN issue-350 103 20 of of ADP issue-350 103 21 ар ар PRON issue-350 103 22 is be AUX issue-350 103 23 the the DET issue-350 103 24 model model NOUN issue-350 103 25 of of ADP issue-350 103 26 a a DET issue-350 103 27 multilayer multilayer ADJ issue-350 103 28 perceptron perceptron NOUN issue-350 103 29 with with ADP issue-350 103 30 a a DET issue-350 103 31 determination determination NOUN issue-350 103 32 coefficient coefficient NOUN issue-350 103 33 of of ADP issue-350 103 34 99 99 NUM issue-350 103 35 % % NOUN issue-350 103 36 and and CCONJ issue-350 103 37 average average ADJ issue-350 103 38 approximation approximation NOUN issue-350 103 39 error error NOUN issue-350 103 40 of of ADP issue-350 103 41 1.18 1.18 NUM issue-350 103 42 % % NOUN issue-350 103 43 . . PUNCT issue-350 104 1 table table NOUN issue-350 104 2 5 5 NUM issue-350 104 3 presents present VERB issue-350 104 4 the the DET issue-350 104 5 forecast forecast NOUN issue-350 104 6 values value NOUN issue-350 104 7 ( ( PUNCT issue-350 104 8 point point NOUN issue-350 104 9 forecast forecast NOUN issue-350 104 10 ) ) PUNCT issue-350 104 11 of of ADP issue-350 104 12 risk risk NOUN issue-350 104 13 - - PUNCT issue-350 104 14 weighted weight VERB issue-350 104 15 assets asset NOUN issue-350 104 16 ( ( PUNCT issue-350 104 17 ар ар INTJ issue-350 104 18 ) ) PUNCT issue-350 104 19 with with ADP issue-350 104 20 a a DET issue-350 104 21 depth depth NOUN issue-350 104 22 of of ADP issue-350 104 23 9 9 NUM issue-350 104 24 periods period NOUN issue-350 104 25 , , PUNCT issue-350 104 26 obtained obtain VERB issue-350 104 27 on on ADP issue-350 104 28 the the DET issue-350 104 29 basis basis NOUN issue-350 104 30 of of ADP issue-350 104 31 the the DET issue-350 104 32 above above ADJ issue-350 104 33 models model NOUN issue-350 104 34 . . PUNCT issue-350 105 1 table table NOUN issue-350 105 2 5 5 NUM issue-350 105 3 predicted predict VERB issue-350 105 4 values value NOUN issue-350 105 5 of of ADP issue-350 105 6 bank bank NOUN issue-350 105 7 risk risk NOUN issue-350 105 8 - - PUNCT issue-350 105 9 weighted weight VERB issue-350 105 10 assets asset NOUN issue-350 105 11 , , PUNCT issue-350 105 12 thousand thousand NUM issue-350 105 13 uah uah ADJ issue-350 105 14 period period NOUN issue-350 105 15 linear linear ADJ issue-350 105 16 trend trend NOUN issue-350 105 17 polynomial polynomial ADJ issue-350 105 18 trend trend NOUN issue-350 105 19 neural neural ADJ issue-350 105 20 network network NOUN issue-350 105 21 56 56 NUM issue-350 105 22 1709080 1709080 NUM issue-350 105 23 2334302,467 2334302,467 NUM issue-350 105 24 2959525 2959525 NUM issue-350 105 25 57 57 NUM issue-350 105 26 1706056 1706056 NUM issue-350 105 27 2331278,53 2331278,53 NUM issue-350 105 28 2956501 2956501 NUM issue-350 105 29 58 58 NUM issue-350 105 30 1693180 1693180 NUM issue-350 105 31 2318402,904 2318402,904 NUM issue-350 105 32 2943626 2943626 NUM issue-350 105 33 59 59 NUM issue-350 105 34 1686089 1686089 NUM issue-350 105 35 2311312,037 2311312,037 NUM issue-350 105 36 2936535 2936535 NUM issue-350 105 37 60 60 NUM issue-350 105 38 1671644 1671644 NUM issue-350 105 39 2296867,057 2296867,057 NUM issue-350 105 40 2922090 2922090 NUM issue-350 105 41 61 61 NUM issue-350 105 42 1661849 1661849 NUM issue-350 105 43 2287072,06 2287072,06 NUM issue-350 105 44 2912295 2912295 NUM issue-350 105 45 62 62 NUM issue-350 105 46 1656025 1656025 NUM issue-350 105 47 2281247,746 2281247,746 NUM issue-350 105 48 2906470 2906470 NUM issue-350 105 49 63 63 NUM issue-350 105 50 1649666 1649666 NUM issue-350 105 51 2274888,74 2274888,74 NUM issue-350 105 52 2900111 2900111 NUM issue-350 105 53 64 64 NUM issue-350 105 54 1644550 1644550 NUM issue-350 105 55 2269772,623 2269772,623 NUM issue-350 105 56 2894995 2894995 NUM issue-350 105 57 fig fig NOUN issue-350 105 58 . . PUNCT issue-350 106 1 6 6 NUM issue-350 106 2 graphically graphically ADV issue-350 106 3 depicts depict VERB issue-350 106 4 the the DET issue-350 106 5 dynamics dynamic NOUN issue-350 106 6 of of ADP issue-350 106 7 overall overall ADJ issue-350 106 8 risk risk NOUN issue-350 106 9 of of ADP issue-350 106 10 the the DET issue-350 106 11 bank bank NOUN issue-350 106 12 taking take VERB issue-350 106 13 into into ADP issue-350 106 14 account account NOUN issue-350 106 15 the the DET issue-350 106 16 projected project VERB issue-350 106 17 values value NOUN issue-350 106 18 ар ар INTJ issue-350 106 19 . . PUNCT issue-350 107 1 construction construction NOUN issue-350 107 2 with with ADP issue-350 107 3 a a DET issue-350 107 4 sufficient sufficient ADJ issue-350 107 5 level level NOUN issue-350 107 6 of of ADP issue-350 107 7 adequacy adequacy NOUN issue-350 107 8 and and CCONJ issue-350 107 9 accuracy accuracy NOUN issue-350 107 10 of of ADP issue-350 107 11 the the DET issue-350 107 12 dynamics dynamic NOUN issue-350 107 13 model model NOUN issue-350 107 14 of of ADP issue-350 107 15 risk risk NOUN issue-350 107 16 - - PUNCT issue-350 107 17 weighted weight VERB issue-350 107 18 assets asset NOUN issue-350 107 19 ( ( PUNCT issue-350 107 20 overall overall ADJ issue-350 107 21 risk risk NOUN issue-350 107 22 ) ) PUNCT issue-350 107 23 of of ADP issue-350 107 24 the the DET issue-350 107 25 bank bank NOUN issue-350 107 26 based base VERB issue-350 107 27 on on ADP issue-350 107 28 the the DET issue-350 107 29 neural neural ADJ issue-350 107 30 network network NOUN issue-350 107 31 allowed allow VERB issue-350 107 32 calculating calculate VERB issue-350 107 33 the the DET issue-350 107 34 point point NOUN issue-350 107 35 and and CCONJ issue-350 107 36 interval interval NOUN issue-350 107 37 forecasts forecast NOUN issue-350 107 38 ( ( PUNCT issue-350 107 39 interval interval NOUN issue-350 107 40 width width NOUN issue-350 107 41 ± ± NUM issue-350 107 42 15.4 15.4 NUM issue-350 107 43 % % NOUN issue-350 107 44 ) ) PUNCT issue-350 107 45     SPACE issue-350 107 46 – – PUNCT issue-350 107 47 fig fig NOUN issue-350 107 48 . . PUNCT issue-350 108 1 7 7 NUM issue-350 108 2 . . SYM issue-350 108 3 15 15 NUM issue-350 108 4 000 000 NUM issue-350 108 5 000,00 000,00 X issue-350 108 6 17 17 NUM issue-350 108 7 000 000 NUM issue-350 108 8 000,00 000,00 X issue-350 108 9 19 19 NUM issue-350 108 10 000 000 NUM issue-350 108 11 000,00 000,00 X issue-350 108 12 21 21 NUM issue-350 108 13 000 000 NUM issue-350 108 14 000,00 000,00 X issue-350 108 15 23 23 NUM issue-350 108 16 000 000 NUM issue-350 108 17 000,00 000,00 X issue-350 108 18 25 25 NUM issue-350 108 19 000 000 NUM issue-350 108 20 000,00 000,00 X issue-350 108 21 27 27 NUM issue-350 108 22 000 000 NUM issue-350 108 23 000,00 000,00 X issue-350 108 24 m m PROPN issue-350 108 25 ill ill PROPN issue-350 108 26 io io PROPN issue-350 108 27 n n PART issue-350 108 28 u u NOUN issue-350 108 29 ah ah INTJ issue-350 108 30 1 1 NUM issue-350 108 31 2 2 NUM issue-350 108 32 3 3 NUM issue-350 108 33 4 4 NUM issue-350 108 34 5 5 NUM issue-350 108 35 6 6 NUM issue-350 108 36 7 7 NUM issue-350 108 37 8 8 NUM issue-350 108 38 9 9 NUM issue-350 108 39 10 10 NUM issue-350 108 40 11 11 NUM issue-350 108 41 12 12 NUM issue-350 108 42 13 13 NUM issue-350 108 43 14 14 NUM issue-350 108 44 15 15 NUM issue-350 108 45 16 16 NUM issue-350 108 46 17 17 NUM issue-350 108 47 18 18 NUM issue-350 108 48 19 19 NUM issue-350 108 49 neural neural ADJ issue-350 108 50 network(ар network(ар ADJ issue-350 108 51 ) ) PUNCT issue-350 108 52 linear linear ADJ issue-350 108 53 trend trend NOUN issue-350 108 54 ( ( PUNCT issue-350 108 55 ар ар INTJ issue-350 108 56 ) ) PUNCT issue-350 108 57 polynomial polynomial ADJ issue-350 108 58 trend trend NOUN issue-350 108 59 ( ( PUNCT issue-350 108 60 ар ар INTJ issue-350 108 61 ) ) PUNCT issue-350 108 62 fig fig NOUN issue-350 108 63 . . PUNCT issue-350 109 1 6 6 NUM issue-350 109 2 . . X issue-350 109 3 changes change NOUN issue-350 109 4 in in ADP issue-350 109 5 bank bank NOUN issue-350 109 6 risk risk NOUN issue-350 109 7 - - PUNCT issue-350 109 8 weighted weight VERB issue-350 109 9 assets asset NOUN issue-350 109 10 taking take VERB issue-350 109 11 into into ADP issue-350 109 12 account account NOUN issue-350 109 13 the the DET issue-350 109 14 projected project VERB issue-350 109 15 values value NOUN issue-350 109 16 obtained obtain VERB issue-350 109 17 with with ADP issue-350 109 18 a a DET issue-350 109 19 depth depth NOUN issue-350 109 20 of of ADP issue-350 109 21 nine nine NUM issue-350 109 22 periods period NOUN issue-350 109 23 0 0 NUM issue-350 109 24 500000 500000 NUM issue-350 109 25 1000000 1000000 NUM issue-350 109 26 1500000 1500000 NUM issue-350 109 27 2000000 2000000 NUM issue-350 109 28 2500000 2500000 NUM issue-350 109 29 3000000 3000000 NUM issue-350 109 30 m m NOUN issue-350 109 31 ill ill PROPN issue-350 109 32 io io PROPN issue-350 109 33 n n PART issue-350 109 34 u u NOUN issue-350 109 35 ah ah INTJ issue-350 109 36 1 1 NUM issue-350 109 37 2 2 NUM issue-350 109 38 3 3 NUM issue-350 109 39 4 4 NUM issue-350 109 40 5 5 NUM issue-350 109 41 6 6 NUM issue-350 109 42 7 7 NUM issue-350 109 43 8 8 NUM issue-350 109 44 9 9 NUM issue-350 109 45 10 10 NUM issue-350 109 46 11 11 NUM issue-350 109 47 12 12 NUM issue-350 109 48 13 13 NUM issue-350 109 49 14 14 NUM issue-350 109 50 15 15 NUM issue-350 109 51 16 16 NUM issue-350 109 52 17 17 NUM issue-350 109 53 18 18 NUM issue-350 109 54 19 19 NUM issue-350 109 55 optimistic optimistic ADJ issue-350 109 56 forecast forecast NOUN issue-350 109 57 point point NOUN issue-350 109 58 forecast forecast NOUN issue-350 109 59 pessimistic pessimistic ADJ issue-350 109 60 forecast forecast NOUN issue-350 109 61 fig fig NOUN issue-350 109 62 . . PUNCT issue-350 110 1 7 7 X issue-350 110 2 . . NOUN issue-350 110 3 point point NOUN issue-350 110 4 and and CCONJ issue-350 110 5 interval interval NOUN issue-350 110 6 forecasts forecast NOUN issue-350 110 7 of of ADP issue-350 110 8 the the DET issue-350 110 9 bank bank NOUN issue-350 110 10 risk risk NOUN issue-350 110 11 - - PUNCT issue-350 110 12 weighted weight VERB issue-350 110 13 assets asset NOUN issue-350 110 14 constructed construct VERB issue-350 110 15 using use VERB issue-350 110 16 multilayer multilayer PROPN issue-350 110 17 perceptron perceptron PROPN issue-350 110 18 the the DET issue-350 110 19 next next ADJ issue-350 110 20 step step NOUN issue-350 110 21 in in ADP issue-350 110 22 determining determine VERB issue-350 110 23 the the DET issue-350 110 24 forecast forecast NOUN issue-350 110 25 value value NOUN issue-350 110 26 of of ADP issue-350 110 27 the the DET issue-350 110 28 h2 h2 NOUN issue-350 110 29 ratio ratio NOUN issue-350 110 30 is be AUX issue-350 110 31 to to PART issue-350 110 32 forecast forecast VERB issue-350 110 33 the the DET issue-350 110 34 aggregate aggregate ADJ issue-350 110 35 amount amount NOUN issue-350 110 36 of of ADP issue-350 110 37 the the DET issue-350 110 38 bank bank NOUN issue-350 110 39 ’s ’s PART issue-350 110 40 net net ADJ issue-350 110 41 foreign foreign ADJ issue-350 110 42 exchange exchange NOUN issue-350 110 43 position position NOUN issue-350 110 44 on on ADP issue-350 110 45 all all DET issue-350 110 46 foreign foreign ADJ issue-350 110 47 currencies currency NOUN issue-350 110 48 and and CCONJ issue-350 110 49 banking banking NOUN issue-350 110 50 metals metal NOUN issue-350 110 51 ( ( PUNCT issue-350 110 52 свп свп PROPN issue-350 110 53 ) ) PUNCT issue-350 110 54 , , PUNCT issue-350 110 55 the the DET issue-350 110 56 dynamics dynamic NOUN issue-350 110 57 and and CCONJ issue-350 110 58 model model NOUN issue-350 110 59 characteristics characteristic NOUN issue-350 110 60 of of ADP issue-350 110 61 which which PRON issue-350 110 62 are be AUX issue-350 110 63 presented present VERB issue-350 110 64 in in ADP issue-350 110 65 fig fig NOUN issue-350 110 66 . . PUNCT issue-350 111 1 8 8 X issue-350 111 2 . . PUNCT issue-350 112 1 y y NOUN issue-350 112 2 = = PUNCT issue-350 112 3 5 5 NUM issue-350 112 4 106,355 106,355 NUM issue-350 112 5 t t NOUN issue-350 112 6 + + CCONJ issue-350 112 7 357 357 NUM issue-350 112 8 029,568 029,568 NUM issue-350 112 9 r² r² NOUN issue-350 112 10 = = SYM issue-350 112 11 0,700 0,700 NUM issue-350 112 12 y y NOUN issue-350 112 13 = = SYM issue-350 112 14 -9,454t3 -9,454t3 PROPN issue-350 113 1 + + CCONJ issue-350 113 2 932,597t2 932,597t2 NOUN issue-350 113 3 20 20 NUM issue-350 113 4 596,052 596,052 NUM issue-350 113 5 t t NOUN issue-350 113 6 + + CCONJ issue-350 113 7 518 518 NUM issue-350 113 8 194,822 194,822 NUM issue-350 113 9 r² r² NOUN issue-350 113 10 = = SYM issue-350 113 11 0,897 0,897 NUM issue-350 113 12 300 300 NUM issue-350 113 13 000 000 NUM issue-350 114 1 350 350 NUM issue-350 114 2 000 000 NUM issue-350 114 3 400 400 NUM issue-350 114 4 000 000 NUM issue-350 114 5 450 450 NUM issue-350 114 6 000 000 NUM issue-350 114 7 500 500 NUM issue-350 114 8 000 000 NUM issue-350 114 9 550 550 NUM issue-350 114 10 000 000 NUM issue-350 114 11 600 600 NUM issue-350 114 12 000 000 NUM issue-350 114 13 650 650 NUM issue-350 114 14 000 000 NUM issue-350 114 15 700 700 NUM issue-350 114 16 000 000 NUM issue-350 114 17 1 1 NUM issue-350 114 18 3 3 NUM issue-350 114 19 5 5 NUM issue-350 114 20 7 7 NUM issue-350 114 21 9 9 NUM issue-350 114 22 11 11 NUM issue-350 114 23 13 13 NUM issue-350 114 24 15 15 NUM issue-350 114 25 17 17 NUM issue-350 114 26 19 19 NUM issue-350 114 27 21 21 NUM issue-350 114 28 23 23 NUM issue-350 114 29 25 25 NUM issue-350 114 30 27 27 NUM issue-350 114 31 29 29 NUM issue-350 114 32 31 31 NUM issue-350 114 33 33 33 NUM issue-350 114 34 35 35 NUM issue-350 114 35 37 37 NUM issue-350 114 36 39 39 NUM issue-350 114 37 41 41 NUM issue-350 114 38 43 43 NUM issue-350 114 39 45 45 NUM issue-350 114 40 47 47 NUM issue-350 114 41 49 49 NUM issue-350 114 42 51 51 NUM issue-350 114 43 53 53 NUM issue-350 114 44 55 55 NUM issue-350 114 45 m m NOUN issue-350 114 46 ill ill ADJ issue-350 114 47 io io ADP issue-350 114 48 n n PART issue-350 114 49 u u X issue-350 114 50 ah ah INTJ issue-350 114 51 actual actual ADJ issue-350 114 52 changes change NOUN issue-350 114 53 in in ADP issue-350 114 54 the the DET issue-350 114 55 amount amount NOUN issue-350 114 56 of of ADP issue-350 114 57 the the DET issue-350 114 58 net net ADJ issue-350 114 59 foreign foreign ADJ issue-350 114 60 exchange exchange NOUN issue-350 114 61 position position NOUN issue-350 114 62 ( ( PUNCT issue-350 114 63 свп свп ADJ issue-350 114 64 ) ) PUNCT issue-350 114 65 neural neural ADJ issue-350 114 66 network network NOUN issue-350 114 67 ( ( PUNCT issue-350 114 68 свп свп ADJ issue-350 114 69 ) ) PUNCT issue-350 114 70 linear linear ADJ issue-350 114 71 trend trend NOUN issue-350 114 72 ( ( PUNCT issue-350 114 73 свп свп ADJ issue-350 114 74 ) ) PUNCT issue-350 114 75 polynomial polynomial ADJ issue-350 114 76 trend trend NOUN issue-350 114 77 ( ( PUNCT issue-350 114 78 свп свп ADJ issue-350 114 79 ) ) PUNCT issue-350 114 80 fig fig NOUN issue-350 114 81 . . PUNCT issue-350 115 1 8 8 X issue-350 115 2 . . PUNCT issue-350 116 1 changes change NOUN issue-350 116 2 in in ADP issue-350 116 3 the the DET issue-350 116 4 amount amount NOUN issue-350 116 5 of of ADP issue-350 116 6 the the DET issue-350 116 7 bank bank NOUN issue-350 116 8 ’s ’s PART issue-350 116 9 net net ADJ issue-350 116 10 foreign foreign ADJ issue-350 116 11 exchange exchange NOUN issue-350 116 12 position position NOUN issue-350 116 13 , , PUNCT issue-350 116 14 which which PRON issue-350 116 15 are be AUX issue-350 116 16 described describe VERB issue-350 116 17 by by ADP issue-350 116 18 trend trend NOUN issue-350 116 19 models model NOUN issue-350 116 20 and and CCONJ issue-350 116 21 multilayer multilayer ADJ issue-350 116 22 perceptron perceptron PROPN issue-350 116 23 model model NOUN issue-350 116 24 indicators indicator NOUN issue-350 116 25 of of ADP issue-350 116 26 information information NOUN issue-350 116 27 and and CCONJ issue-350 116 28 prognostic prognostic ADJ issue-350 116 29 suitability suitability NOUN issue-350 116 30 of of ADP issue-350 116 31 the the DET issue-350 116 32 proposed propose VERB issue-350 116 33 models model NOUN issue-350 116 34 for for ADP issue-350 116 35 свп свп PROPN issue-350 116 36 are be AUX issue-350 116 37 presented present VERB issue-350 116 38 in in ADP issue-350 116 39 table table NOUN issue-350 116 40 6 6 NUM issue-350 116 41 . . PUNCT issue-350 117 1 as as SCONJ issue-350 117 2 can can AUX issue-350 117 3 be be AUX issue-350 117 4 seen see VERB issue-350 117 5 from from ADP issue-350 117 6 table table NOUN issue-350 117 7 6 6 NUM issue-350 117 8 , , PUNCT issue-350 117 9 the the DET issue-350 117 10 model model NOUN issue-350 117 11 of of ADP issue-350 117 12 a a DET issue-350 117 13 multilayer multilayer ADJ issue-350 117 14 perceptron perceptron NOUN issue-350 117 15 is be AUX issue-350 117 16 also also ADV issue-350 117 17 the the DET issue-350 117 18 best good ADJ issue-350 117 19 model model NOUN issue-350 117 20 by by ADP issue-350 117 21 information information NOUN issue-350 117 22 and and CCONJ issue-350 117 23 prognostic prognostic ADJ issue-350 117 24 suitability suitability NOUN issue-350 117 25 parameters parameter NOUN issue-350 117 26 . . PUNCT issue-350 118 1 fig fig NOUN issue-350 118 2 . . PUNCT issue-350 119 1 5 5 X issue-350 119 2 . . X issue-350 119 3 bank bank NOUN issue-350 119 4 risk risk NOUN issue-350 119 5 - - PUNCT issue-350 119 6 weighted weight VERB issue-350 119 7 assets asset NOUN issue-350 119 8 , , PUNCT issue-350 119 9 which which PRON issue-350 119 10 are be AUX issue-350 119 11 described describe VERB issue-350 119 12 by by ADP issue-350 119 13 trend trend NOUN issue-350 119 14 models model NOUN issue-350 119 15 and and CCONJ issue-350 119 16 multilayer multilayer ADJ issue-350 119 17 perceptron perceptron PROPN issue-350 119 18 model model PROPN issue-350 119 19 y y PROPN issue-350 119 20 = = PUNCT issue-350 119 21 218 218 NUM issue-350 119 22 483,819 483,819 NUM issue-350 119 23 t t NOUN issue-350 119 24 + + CCONJ issue-350 119 25 11 11 NUM issue-350 119 26 099 099 NUM issue-350 119 27 516,343 516,343 NUM issue-350 119 28 r² r² NOUN issue-350 119 29 = = PUNCT issue-350 119 30 0,915 0,915 NUM issue-350 119 31 y y NOUN issue-350 119 32 = = PUNCT issue-350 119 33 -213,675t3 -213,675t3 PROPN issue-350 120 1 + + NUM issue-350 120 2 16 16 NUM issue-350 120 3 347,391t2 347,391t2 NUM issue-350 120 4 97 97 NUM issue-350 120 5 525,002 525,002 NUM issue-350 120 6 t t NOUN issue-350 120 7 + + CCONJ issue-350 120 8 12 12 NUM issue-350 120 9 225 225 NUM issue-350 120 10 551,184 551,184 NUM issue-350 120 11 r² r² NOUN issue-350 120 12 = = NOUN issue-350 120 13 0,960 0,960 NUM issue-350 120 14 11 11 NUM issue-350 120 15 000 000 NUM issue-350 120 16 000 000 NUM issue-350 120 17 13 13 NUM issue-350 120 18 000 000 NUM issue-350 120 19 000 000 NUM issue-350 120 20 15 15 NUM issue-350 120 21 000 000 NUM issue-350 120 22 000 000 NUM issue-350 120 23 17 17 NUM issue-350 120 24 000 000 NUM issue-350 120 25 000 000 NUM issue-350 120 26 19 19 NUM issue-350 120 27 000 000 NUM issue-350 120 28 000 000 NUM issue-350 120 29 21 21 NUM issue-350 120 30 000 000 NUM issue-350 120 31 000 000 NUM issue-350 120 32 23 23 NUM issue-350 120 33 000 000 NUM issue-350 120 34 000 000 NUM issue-350 120 35 1 1 NUM issue-350 120 36 3 3 NUM issue-350 120 37 5 5 NUM issue-350 120 38 7 7 NUM issue-350 120 39 9 9 NUM issue-350 120 40 11 11 NUM issue-350 120 41 13 13 NUM issue-350 120 42 15 15 NUM issue-350 120 43 17 17 NUM issue-350 120 44 19 19 NUM issue-350 120 45 21 21 NUM issue-350 120 46 23 23 NUM issue-350 120 47 25 25 NUM issue-350 120 48 27 27 NUM issue-350 120 49 29 29 NUM issue-350 120 50 31 31 NUM issue-350 120 51 33 33 NUM issue-350 120 52 35 35 NUM issue-350 120 53 37 37 NUM issue-350 120 54 39 39 NUM issue-350 120 55 41 41 NUM issue-350 120 56 43 43 NUM issue-350 120 57 45 45 NUM issue-350 120 58 47 47 NUM issue-350 120 59 49 49 NUM issue-350 120 60 51 51 NUM issue-350 120 61 53 53 NUM issue-350 120 62 55 55 NUM issue-350 120 63 m m NOUN issue-350 120 64 ill ill ADJ issue-350 120 65 io io ADP issue-350 120 66 n n PART issue-350 120 67 u u X issue-350 120 68 ah ah INTJ issue-350 120 69 actual actual ADJ issue-350 120 70 changes change NOUN issue-350 120 71 in in ADP issue-350 120 72 risk risk NOUN issue-350 120 73 - - PUNCT issue-350 120 74 weighted weight VERB issue-350 120 75 assets asset NOUN issue-350 120 76 ( ( PUNCT issue-350 120 77 ар ар INTJ issue-350 120 78 ) ) PUNCT issue-350 120 79 neural neural ADJ issue-350 120 80 network network NOUN issue-350 120 81 ( ( PUNCT issue-350 120 82 ар ар INTJ issue-350 120 83 ) ) PUNCT issue-350 120 84 linear linear ADJ issue-350 120 85 trend trend NOUN issue-350 120 86 ( ( PUNCT issue-350 120 87 ар ар INTJ issue-350 120 88 ) ) PUNCT issue-350 120 89 polynomial polynomial ADJ issue-350 120 90 trend trend NOUN issue-350 120 91 ( ( PUNCT issue-350 120 92 ар ар INTJ issue-350 120 93 ) ) PUNCT issue-350 120 94 baltic baltic ADJ issue-350 120 95 journal journal PROPN issue-350 120 96 of of ADP issue-350 120 97 economic economic ADJ issue-350 120 98 studies study NOUN issue-350 120 99 193 193 NUM issue-350 120 100 vol vol NOUN issue-350 120 101 . . PROPN issue-350 121 1 4 4 NUM issue-350 121 2 , , PUNCT issue-350 121 3 no no INTJ issue-350 121 4 . . NOUN issue-350 121 5 1 1 NUM issue-350 121 6 , , PUNCT issue-350 121 7 2018 2018 NUM issue-350 121 8 table table NOUN issue-350 121 9 6 6 NUM issue-350 121 10 the the DET issue-350 121 11 value value NOUN issue-350 121 12 of of ADP issue-350 121 13 the the DET issue-350 121 14 determination determination NOUN issue-350 121 15 coefficient coefficient NOUN issue-350 121 16 and and CCONJ issue-350 121 17 the the DET issue-350 121 18 average average ADJ issue-350 121 19 approximation approximation NOUN issue-350 121 20 error error NOUN issue-350 121 21 of of ADP issue-350 121 22 dynamic dynamic ADJ issue-350 121 23 models model NOUN issue-350 121 24 of of ADP issue-350 121 25 the the DET issue-350 121 26 bank bank NOUN issue-350 121 27 ’s ’s PART issue-350 121 28 net net ADJ issue-350 121 29 foreign foreign ADJ issue-350 121 30 exchange exchange NOUN issue-350 121 31 position position NOUN issue-350 121 32 linear linear ADJ issue-350 121 33 trend trend NOUN issue-350 121 34 polynomial polynomial ADJ issue-350 121 35 trend trend NOUN issue-350 121 36 neural neural ADJ issue-350 121 37 network network NOUN issue-350 121 38 determination determination NOUN issue-350 121 39 coefficient coefficient NOUN issue-350 121 40 ( ( PUNCT issue-350 121 41 r2 r2 PROPN issue-350 121 42 ) ) PUNCT issue-350 121 43 , , PUNCT issue-350 121 44 p. p. NOUN issue-350 121 45 units unit NOUN issue-350 122 1 0,7 0,7 NUM issue-350 122 2 0,897 0,897 NUM issue-350 122 3 0,923 0,923 NUM issue-350 122 4 average average ADJ issue-350 122 5 approximation approximation NOUN issue-350 122 6 error error NOUN issue-350 122 7 ( ( PUNCT issue-350 122 8 а а NOUN issue-350 122 9 ) ) PUNCT issue-350 122 10 , , PUNCT issue-350 122 11 % % INTJ issue-350 122 12 9,17 9,17 NOUN issue-350 122 13 4,59 4,59 NUM issue-350 122 14 4,32 4,32 NUM issue-350 122 15 table table NOUN issue-350 122 16 7 7 NUM issue-350 122 17 represents represent VERB issue-350 122 18 the the DET issue-350 122 19 forecast forecast NOUN issue-350 122 20 value value NOUN issue-350 122 21 ( ( PUNCT issue-350 122 22 point point NOUN issue-350 122 23 forecast forecast NOUN issue-350 122 24 ) ) PUNCT issue-350 122 25 of of ADP issue-350 122 26 the the DET issue-350 122 27 net net ADJ issue-350 122 28 foreign foreign ADJ issue-350 122 29 exchange exchange NOUN issue-350 122 30 position position NOUN issue-350 122 31 ( ( PUNCT issue-350 122 32 свп свп ADJ issue-350 122 33 ) ) PUNCT issue-350 122 34 amount amount NOUN issue-350 122 35 with with ADP issue-350 122 36 a a DET issue-350 122 37 depth depth NOUN issue-350 122 38 of of ADP issue-350 122 39 9 9 NUM issue-350 122 40 periods period NOUN issue-350 122 41 , , PUNCT issue-350 122 42 calculated calculate VERB issue-350 122 43 using use VERB issue-350 122 44 the the DET issue-350 122 45 above above ADJ issue-350 122 46 three three NUM issue-350 122 47 models model NOUN issue-350 122 48 . . PUNCT issue-350 123 1 table table NOUN issue-350 123 2 7 7 NUM issue-350 123 3 forecast forecast NOUN issue-350 123 4 values value NOUN issue-350 123 5 of of ADP issue-350 123 6 the the DET issue-350 123 7 amount amount NOUN issue-350 123 8 of of ADP issue-350 123 9 the the DET issue-350 123 10 net net ADJ issue-350 123 11 foreign foreign ADJ issue-350 123 12 exchange exchange NOUN issue-350 123 13 position position NOUN issue-350 123 14 , , PUNCT issue-350 123 15 thousand thousand NUM issue-350 123 16 uah uah ADJ issue-350 123 17 period period NOUN issue-350 123 18 linear linear ADJ issue-350 123 19 trend trend NOUN issue-350 123 20 polynomial polynomial ADJ issue-350 123 21 trend trend NOUN issue-350 123 22 neural neural ADJ issue-350 123 23 network network NOUN issue-350 123 24 56 56 NUM issue-350 123 25 669424,2 669424,2 NUM issue-350 123 26 642985,448 642985,448 NUM issue-350 124 1 629166,438 629166,438 NUM issue-350 124 2 57 57 NUM issue-350 124 3 678190,9 678190,9 NUM issue-350 124 4 648091,803 648091,803 NUM issue-350 124 5 623412,889 623412,889 NUM issue-350 124 6 58 58 NUM issue-350 124 7 689228,2 689228,2 NUM issue-350 124 8 653198,158 653198,158 NUM issue-350 124 9 616291,266 616291,266 NUM issue-350 124 10 59 59 NUM issue-350 124 11 692650,3 692650,3 NUM issue-350 124 12 658304,513 658304,513 NUM issue-350 124 13 607744,845 607744,845 NUM issue-350 124 14 60 60 NUM issue-350 124 15 703351,1 703351,1 NUM issue-350 124 16 663410,868 663410,868 NUM issue-350 124 17 597716,902 597716,902 NUM issue-350 124 18 61 61 NUM issue-350 124 19 709434,8 709434,8 NUM issue-350 124 20 668517,223 668517,223 NUM issue-350 124 21 586150,713 586150,713 NUM issue-350 124 22 62 62 NUM issue-350 124 23 718119,5 718119,5 NUM issue-350 124 24 673623,578 673623,578 NUM issue-350 124 25 572989,554 572989,554 NUM issue-350 124 26 63 63 NUM issue-350 124 27 725501,9 725501,9 NUM issue-350 124 28 678729,933 678729,933 NUM issue-350 124 29 558176,701 558176,701 NUM issue-350 124 30 64 64 NUM issue-350 124 31 734401,2 734401,2 NUM issue-350 124 32 683836,288 683836,288 NUM issue-350 125 1 541655,43 541655,43 NUM issue-350 125 2 fig fig NOUN issue-350 125 3 . . PUNCT issue-350 126 1 9 9 NUM issue-350 126 2 shows show VERB issue-350 126 3 the the DET issue-350 126 4 dynamics dynamic NOUN issue-350 126 5 of of ADP issue-350 126 6 the the DET issue-350 126 7 свп свп NOUN issue-350 126 8 based base VERB issue-350 126 9 on on ADP issue-350 126 10 the the DET issue-350 126 11 predicted predict VERB issue-350 126 12 values value NOUN issue-350 126 13 obtained obtain VERB issue-350 126 14 . . PUNCT issue-350 127 1 500 500 NUM issue-350 127 2 000 000 NUM issue-350 127 3 550 550 NUM issue-350 127 4 000 000 NUM issue-350 127 5 600 600 NUM issue-350 127 6 000 000 NUM issue-350 127 7 650 650 NUM issue-350 127 8 000 000 NUM issue-350 127 9 700 700 NUM issue-350 127 10 000 000 NUM issue-350 127 11 750 750 NUM issue-350 127 12 000 000 NUM issue-350 127 13 m m VERB issue-350 127 14 ill ill ADJ issue-350 127 15 io io PROPN issue-350 127 16 n n PART issue-350 127 17 u u NOUN issue-350 127 18 ah ah INTJ issue-350 127 19 1 1 NUM issue-350 127 20 2 2 NUM issue-350 127 21 3 3 NUM issue-350 127 22 4 4 NUM issue-350 127 23 5 5 NUM issue-350 127 24 6 6 NUM issue-350 127 25 7 7 NUM issue-350 127 26 8 8 NUM issue-350 127 27 9 9 NUM issue-350 127 28 10 10 NUM issue-350 127 29 11 11 NUM issue-350 127 30 12 12 NUM issue-350 127 31 13 13 NUM issue-350 127 32 14 14 NUM issue-350 127 33 15 15 NUM issue-350 127 34 16 16 NUM issue-350 127 35 17 17 NUM issue-350 127 36 18 18 NUM issue-350 127 37 19 19 NUM issue-350 127 38 neural neural ADJ issue-350 127 39 network network NOUN issue-350 127 40 ( ( PUNCT issue-350 127 41 свп свп ADJ issue-350 127 42 ) ) PUNCT issue-350 127 43 linear linear ADJ issue-350 127 44 trend trend NOUN issue-350 127 45 ( ( PUNCT issue-350 127 46 свп свп ADJ issue-350 127 47 ) ) PUNCT issue-350 127 48 polynomial polynomial ADJ issue-350 127 49 trend trend NOUN issue-350 127 50 ( ( PUNCT issue-350 127 51 свп свп ADJ issue-350 127 52 ) ) PUNCT issue-350 127 53 fig fig NOUN issue-350 127 54 . . PUNCT issue-350 128 1 9 9 X issue-350 128 2 . . X issue-350 128 3 dynamics dynamic NOUN issue-350 128 4 of of ADP issue-350 128 5 the the DET issue-350 128 6 amount amount NOUN issue-350 128 7 of of ADP issue-350 128 8 the the DET issue-350 128 9 bank bank NOUN issue-350 128 10 ’s ’s PART issue-350 128 11 net net ADJ issue-350 128 12 foreign foreign ADJ issue-350 128 13 exchange exchange NOUN issue-350 128 14 position position NOUN issue-350 128 15 taking take VERB issue-350 128 16 into into ADP issue-350 128 17 account account NOUN issue-350 128 18 the the DET issue-350 128 19 received receive VERB issue-350 128 20 forecast forecast NOUN issue-350 128 21 values value NOUN issue-350 128 22 with with ADP issue-350 128 23 a a DET issue-350 128 24 depth depth NOUN issue-350 128 25 of of ADP issue-350 128 26 nine nine NUM issue-350 128 27 periods period NOUN issue-350 128 28 using use VERB issue-350 128 29 artificial artificial ADJ issue-350 128 30 neural neural ADJ issue-350 128 31 network network NOUN issue-350 128 32 , , PUNCT issue-350 128 33 which which PRON issue-350 128 34 characterizes characterize VERB issue-350 128 35 the the DET issue-350 128 36 dynamics dynamic NOUN issue-350 128 37 of of ADP issue-350 128 38 the the DET issue-350 128 39 total total ADJ issue-350 128 40 amount amount NOUN issue-350 128 41 of of ADP issue-350 128 42 the the DET issue-350 128 43 bank bank NOUN issue-350 128 44 ’s ’s PART issue-350 128 45 net net ADJ issue-350 128 46 foreign foreign ADJ issue-350 128 47 exchange exchange NOUN issue-350 128 48 position position NOUN issue-350 128 49 , , PUNCT issue-350 128 50 point point NOUN issue-350 128 51 and and CCONJ issue-350 128 52 interval interval NOUN issue-350 128 53 forecasts forecast NOUN issue-350 128 54 were be AUX issue-350 128 55 calculated calculate VERB issue-350 128 56 ( ( PUNCT issue-350 128 57 interval interval NOUN issue-350 128 58 width width NOUN issue-350 128 59 ± ± NUM issue-350 128 60 2.6 2.6 NUM issue-350 128 61 % % NOUN issue-350 128 62 ) ) PUNCT issue-350 128 63     SPACE issue-350 128 64 – – PUNCT issue-350 128 65 fig fig NOUN issue-350 128 66 . . PUNCT issue-350 129 1 10 10 NUM issue-350 129 2 . . PUNCT issue-350 129 3 by by ADP issue-350 129 4 carrying carry VERB issue-350 129 5 out out ADP issue-350 129 6 modelling modelling NOUN issue-350 129 7 of of ADP issue-350 129 8 three three NUM issue-350 129 9 main main ADJ issue-350 129 10 components component NOUN issue-350 129 11 of of ADP issue-350 129 12 the the DET issue-350 129 13 regulatory regulatory ADJ issue-350 129 14 capital capital NOUN issue-350 129 15 adequacy adequacy NOUN issue-350 129 16 indicator indicator NOUN issue-350 129 17 , , PUNCT issue-350 129 18 it it PRON issue-350 129 19 is be AUX issue-350 129 20 possible possible ADJ issue-350 129 21 to to PART issue-350 129 22 obtain obtain VERB issue-350 129 23 its its PRON issue-350 129 24 forecast forecast NOUN issue-350 129 25 data datum NOUN issue-350 129 26 in in ADP issue-350 129 27 accordance accordance NOUN issue-350 129 28 with with ADP issue-350 129 29 formula formula NOUN issue-350 129 30 ( ( PUNCT issue-350 129 31 1 1 NUM issue-350 129 32 ) ) PUNCT issue-350 129 33 . . PUNCT issue-350 130 1 1900000 1900000 NUM issue-350 130 2 2000000 2000000 NUM issue-350 130 3 2100000 2100000 NUM issue-350 130 4 2200000 2200000 NUM issue-350 130 5 2300000 2300000 NUM issue-350 130 6 2400000 2400000 NUM issue-350 130 7 2500000 2500000 NUM issue-350 130 8 2600000 2600000 NUM issue-350 130 9 2700000 2700000 NUM issue-350 130 10 1 1 NUM issue-350 130 11 2 2 NUM issue-350 130 12 3 3 NUM issue-350 130 13 4 4 NUM issue-350 130 14 5 5 NUM issue-350 130 15 6 6 NUM issue-350 130 16 7 7 NUM issue-350 130 17 8 8 NUM issue-350 130 18 9 9 NUM issue-350 130 19 10 10 NUM issue-350 130 20 11 11 NUM issue-350 130 21 12 12 NUM issue-350 130 22 13 13 NUM issue-350 130 23 14 14 NUM issue-350 130 24 15 15 NUM issue-350 130 25 16 16 NUM issue-350 130 26 17 17 NUM issue-350 130 27 18 18 NUM issue-350 130 28 19 19 NUM issue-350 130 29 m m NOUN issue-350 130 30 ill ill PROPN issue-350 130 31 io io PROPN issue-350 130 32 n n PART issue-350 130 33 u u X issue-350 130 34 ah ah INTJ issue-350 130 35 optimistic optimistic ADJ issue-350 130 36 forecast forecast NOUN issue-350 130 37 point point NOUN issue-350 130 38 forecast forecast NOUN issue-350 130 39 pessimistic pessimistic ADJ issue-350 130 40 forecast forecast NOUN issue-350 130 41 fig fig NOUN issue-350 130 42 . . PUNCT issue-350 131 1 10 10 NUM issue-350 131 2 . . PUNCT issue-350 132 1 point point NOUN issue-350 132 2 and and CCONJ issue-350 132 3 interval interval NOUN issue-350 132 4 forecasts forecast NOUN issue-350 132 5 of of ADP issue-350 132 6 the the DET issue-350 132 7 total total ADJ issue-350 132 8 amount amount NOUN issue-350 132 9 of of ADP issue-350 132 10 the the DET issue-350 132 11 bank bank NOUN issue-350 132 12 ’s ’s PART issue-350 132 13 net net ADJ issue-350 132 14 foreign foreign ADJ issue-350 132 15 exchange exchange NOUN issue-350 132 16 position position NOUN issue-350 132 17 , , PUNCT issue-350 132 18 built build VERB issue-350 132 19 with with ADP issue-350 132 20 the the DET issue-350 132 21 help help NOUN issue-350 132 22 of of ADP issue-350 132 23 multilayer multilayer PROPN issue-350 132 24 perceptron perceptron PROPN issue-350 132 25 fig fig PROPN issue-350 132 26 . . PUNCT issue-350 133 1 11 11 NUM issue-350 133 2 shows show VERB issue-350 133 3 the the DET issue-350 133 4 dynamics dynamic NOUN issue-350 133 5 of of ADP issue-350 133 6 the the DET issue-350 133 7 change change NOUN issue-350 133 8 of of ADP issue-350 133 9 h2 h2 NOUN issue-350 133 10 taking take VERB issue-350 133 11 into into ADP issue-350 133 12 account account NOUN issue-350 133 13 the the DET issue-350 133 14 forecasted forecast VERB issue-350 133 15 values value NOUN issue-350 133 16 of of ADP issue-350 133 17 regulatory regulatory ADJ issue-350 133 18 capital capital NOUN issue-350 133 19 , , PUNCT issue-350 133 20 risk risk NOUN issue-350 133 21 - - PUNCT issue-350 133 22 weighted weight VERB issue-350 133 23 assets asset NOUN issue-350 133 24 , , PUNCT issue-350 133 25 and and CCONJ issue-350 133 26 the the DET issue-350 133 27 amount amount NOUN issue-350 133 28 of of ADP issue-350 133 29 the the DET issue-350 133 30 bank bank NOUN issue-350 133 31 ’s ’s PART issue-350 133 32 net net ADJ issue-350 133 33 foreign foreign ADJ issue-350 133 34 exchange exchange NOUN issue-350 133 35 position position NOUN issue-350 133 36 . . PUNCT issue-350 134 1 as as SCONJ issue-350 134 2 can can AUX issue-350 134 3 be be AUX issue-350 134 4 seen see VERB issue-350 134 5 from from ADP issue-350 134 6 fig fig NOUN issue-350 134 7 . . PUNCT issue-350 135 1 11 11 NUM issue-350 135 2 , , PUNCT issue-350 135 3 the the DET issue-350 135 4 forecast forecast NOUN issue-350 135 5 of of ADP issue-350 135 6 the the DET issue-350 135 7 dynamics dynamic NOUN issue-350 135 8 of of ADP issue-350 135 9 regulatory regulatory ADJ issue-350 135 10 capital capital NOUN issue-350 135 11 adequacy adequacy NOUN issue-350 135 12 indicates indicate VERB issue-350 135 13 a a DET issue-350 135 14 rather rather ADV issue-350 135 15 high high ADJ issue-350 135 16 overall overall ADJ issue-350 135 17 risk risk NOUN issue-350 135 18 of of ADP issue-350 135 19 the the DET issue-350 135 20 banking banking NOUN issue-350 135 21 institution institution NOUN issue-350 135 22 and and CCONJ issue-350 135 23 a a DET issue-350 135 24 small small ADJ issue-350 135 25 potential potential NOUN issue-350 135 26 for for ADP issue-350 135 27 increasing increase VERB issue-350 135 28 the the DET issue-350 135 29 volume volume NOUN issue-350 135 30 of of ADP issue-350 135 31 operations operation NOUN issue-350 135 32 , , PUNCT issue-350 135 33 given give VERB issue-350 135 34 the the DET issue-350 135 35 increasing increase VERB issue-350 135 36 requirements requirement NOUN issue-350 135 37 of of ADP issue-350 135 38 the the DET issue-350 135 39 nbu nbu NOUN issue-350 135 40 ( ( PUNCT issue-350 135 41 gradual gradual ADJ issue-350 135 42 increase increase NOUN issue-350 135 43 in in ADP issue-350 135 44 the the DET issue-350 135 45 minimum minimum ADJ issue-350 135 46 size size NOUN issue-350 135 47 of of ADP issue-350 135 48 regulatory regulatory ADJ issue-350 135 49 capital capital NOUN issue-350 135 50 to to ADP issue-350 135 51 500 500 NUM issue-350 135 52 million million NUM issue-350 135 53 uah uah NOUN issue-350 135 54 from from ADP issue-350 135 55 11 11 NUM issue-350 135 56 july july PROPN issue-350 135 57 2024 2024 NUM issue-350 135 58 , , PUNCT issue-350 135 59 introduction introduction NOUN issue-350 135 60 the the DET issue-350 135 61 core core NOUN issue-350 135 62 capital capital NOUN issue-350 135 63 adequacy adequacy NOUN issue-350 135 64 ratio ratio NOUN issue-350 135 65 ( ( PUNCT issue-350 135 66 h3 h3 NOUN issue-350 135 67 ≥ ≥ NUM issue-350 135 68 7 7 NUM issue-350 135 69 % % NOUN issue-350 135 70 ) ) PUNCT issue-350 135 71 from from ADP issue-350 135 72 1 1 NUM issue-350 135 73 january january PROPN issue-350 135 74 2019 2019 NUM issue-350 135 75 , , PUNCT issue-350 135 76 capital capital NOUN issue-350 135 77 reserve reserve NOUN issue-350 135 78 ( ( PUNCT issue-350 135 79 conservation conservation NOUN issue-350 135 80 ) ) PUNCT issue-350 135 81 buffer buffer NOUN issue-350 135 82 from from ADP issue-350 135 83 0.625 0.625 NUM issue-350 135 84 % % NOUN issue-350 135 85 from from ADP issue-350 135 86 1 1 NUM issue-350 135 87 january january NOUN issue-350 135 88 2020 2020 NUM issue-350 135 89 to to ADP issue-350 135 90 2.5 2.5 NUM issue-350 135 91 % % NOUN issue-350 135 92 from from ADP issue-350 135 93 1 1 NUM issue-350 135 94 january january PROPN issue-350 135 95 2023 2023 NUM issue-350 135 96 , , PUNCT issue-350 135 97 countercyclical countercyclical ADJ issue-350 135 98 buffer buffer NOUN issue-350 135 99 from from ADP issue-350 135 100 1 1 NUM issue-350 135 101 january january NOUN issue-350 135 102 2020 2020 NUM issue-350 135 103 in in ADP issue-350 135 104 the the DET issue-350 135 105 range range NOUN issue-350 135 106 of of ADP issue-350 135 107 0 0 NUM issue-350 135 108 to to PART issue-350 135 109 2.5 2.5 NUM issue-350 135 110 % % NOUN issue-350 135 111 depending depend VERB issue-350 135 112 on on ADP issue-350 135 113 the the DET issue-350 135 114 lending lending NOUN issue-350 135 115 activity activity NOUN issue-350 135 116 of of ADP issue-350 135 117 the the DET issue-350 135 118 bank bank NOUN issue-350 135 119 and and CCONJ issue-350 135 120 taking take VERB issue-350 135 121 into into ADP issue-350 135 122 account account NOUN issue-350 135 123 credit credit NOUN issue-350 135 124 risks risk NOUN issue-350 135 125 ) ) PUNCT issue-350 135 126 . . PUNCT issue-350 136 1 0,097 0,097 NUM issue-350 136 2 0,102 0,102 NUM issue-350 136 3 0,107 0,107 NUM issue-350 136 4 0,112 0,112 NUM issue-350 136 5 0,117 0,117 NUM issue-350 136 6 0,122 0,122 NUM issue-350 136 7 0,127 0,127 NUM issue-350 136 8 0,132 0,132 NUM issue-350 136 9 1 1 NUM issue-350 136 10 3 3 NUM issue-350 136 11 5 5 NUM issue-350 136 12 7 7 NUM issue-350 136 13 9 9 NUM issue-350 136 14 111315171921232527293133353739414345474951535557596163 111315171921232527293133353739414345474951535557596163 NUM issue-350 136 15 p. p. NOUN issue-350 136 16 un un PROPN issue-350 137 1 it it PRON issue-350 137 2 s s VERB issue-350 137 3 н2 н2 PROPN issue-350 137 4 forecast forecast NOUN issue-350 137 5 standard standard NOUN issue-350 137 6 ( ( PUNCT issue-350 137 7 ≥10 ≥10 ADP issue-350 137 8 % % NOUN issue-350 137 9 ) ) PUNCT issue-350 137 10 fig fig NOUN issue-350 137 11 . . PUNCT issue-350 138 1 11 11 NUM issue-350 138 2 . . PUNCT issue-350 139 1 dynamics dynamic NOUN issue-350 139 2 of of ADP issue-350 139 3 the the DET issue-350 139 4 forecasted forecast VERB issue-350 139 5 value value NOUN issue-350 139 6 of of ADP issue-350 139 7 regulatory regulatory ADJ issue-350 139 8 capital capital NOUN issue-350 139 9 adequacy adequacy NOUN issue-350 139 10 unfortunately unfortunately ADV issue-350 139 11 , , PUNCT issue-350 139 12 the the DET issue-350 139 13 problem problem NOUN issue-350 139 14 of of ADP issue-350 139 15 insufficient insufficient ADJ issue-350 139 16 capitalization capitalization NOUN issue-350 139 17 is be AUX issue-350 139 18 widespread widespread ADJ issue-350 139 19 for for ADP issue-350 139 20 a a DET issue-350 139 21 large large ADJ issue-350 139 22 number number NOUN issue-350 139 23 of of ADP issue-350 139 24 functioning function VERB issue-350 139 25 banks bank NOUN issue-350 139 26 in in ADP issue-350 139 27 ukraine ukraine NOUN issue-350 139 28 . . PUNCT issue-350 140 1 in in ADP issue-350 140 2 order order NOUN issue-350 140 3 to to PART issue-350 140 4 solve solve VERB issue-350 140 5 it it PRON issue-350 140 6 , , PUNCT issue-350 140 7 in in ADP issue-350 140 8 our our PRON issue-350 140 9 opinion opinion NOUN issue-350 140 10 , , PUNCT issue-350 140 11 it it PRON issue-350 140 12 is be AUX issue-350 140 13 necessary necessary ADJ issue-350 140 14 to to PART issue-350 140 15 attract attract VERB issue-350 140 16 additional additional ADJ issue-350 140 17 equity equity NOUN issue-350 140 18 capital capital NOUN issue-350 140 19 , , PUNCT issue-350 140 20 to to PART issue-350 140 21 develop develop VERB issue-350 140 22 plans plan NOUN issue-350 140 23 to to PART issue-350 140 24 increase increase VERB issue-350 140 25 the the DET issue-350 140 26 capitalization capitalization NOUN issue-350 140 27 of of ADP issue-350 140 28 banks bank NOUN issue-350 140 29 with with ADP issue-350 140 30 the the DET issue-350 140 31 use use NOUN issue-350 140 32 of of ADP issue-350 140 33 additional additional ADJ issue-350 140 34 sources source NOUN issue-350 140 35 , , PUNCT issue-350 140 36 to to PART issue-350 140 37 implement implement VERB issue-350 140 38 cost cost NOUN issue-350 140 39 optimization optimization NOUN issue-350 140 40 measures measure NOUN issue-350 140 41 , , PUNCT issue-350 140 42 to to PART issue-350 140 43 introduce introduce VERB issue-350 140 44 advanced advanced ADJ issue-350 140 45 risk risk NOUN issue-350 140 46 management management NOUN issue-350 140 47 approaches approach NOUN issue-350 140 48 , , PUNCT issue-350 140 49 to to PART issue-350 140 50 stimulate stimulate VERB issue-350 140 51 banks bank NOUN issue-350 140 52 to to PART issue-350 140 53 reinvest reinvest VERB issue-350 140 54 baltic baltic ADJ issue-350 140 55 journal journal NOUN issue-350 140 56 of of ADP issue-350 140 57 economic economic ADJ issue-350 140 58 studies study NOUN issue-350 140 59 194 194 NUM issue-350 140 60 vol vol NOUN issue-350 140 61 . . PROPN issue-350 141 1 4 4 NUM issue-350 141 2 , , PUNCT issue-350 141 3 no no INTJ issue-350 141 4 . . NOUN issue-350 141 5 1 1 NUM issue-350 141 6 , , PUNCT issue-350 141 7 2018 2018 NUM issue-350 141 8 profits profit NOUN issue-350 141 9 through through ADP issue-350 141 10 changes change NOUN issue-350 141 11 in in ADP issue-350 141 12 taxation taxation NOUN issue-350 141 13 ( ( PUNCT issue-350 141 14 introduction introduction NOUN issue-350 141 15 of of ADP issue-350 141 16 differentiated differentiated ADJ issue-350 141 17 rates rate NOUN issue-350 141 18 of of ADP issue-350 141 19 income income NOUN issue-350 141 20 tax tax NOUN issue-350 141 21 that that PRON issue-350 141 22 is be AUX issue-350 141 23 consumed consume VERB issue-350 141 24 and and CCONJ issue-350 141 25 capitalized capitalize VERB issue-350 141 26 ) ) PUNCT issue-350 141 27 , , PUNCT issue-350 141 28 to to PART issue-350 141 29 further far ADV issue-350 141 30 adapt adapt VERB issue-350 141 31 the the DET issue-350 141 32 national national ADJ issue-350 141 33 banking banking NOUN issue-350 141 34 standards standard NOUN issue-350 141 35 to to ADP issue-350 141 36 international international ADJ issue-350 141 37 requirements requirement NOUN issue-350 141 38 , , PUNCT issue-350 141 39 ensuring ensure VERB issue-350 141 40 transparency transparency NOUN issue-350 141 41 of of ADP issue-350 141 42 capital capital NOUN issue-350 141 43 formation formation NOUN issue-350 141 44 , , PUNCT issue-350 141 45 protection protection NOUN issue-350 141 46 of of ADP issue-350 141 47 investors investor NOUN issue-350 141 48 and and CCONJ issue-350 141 49 so so ADV issue-350 141 50 on on ADV issue-350 141 51 . . PUNCT issue-350 142 1 4 4 X issue-350 142 2 . . X issue-350 142 3 conclusions conclusion NOUN issue-350 142 4 in in ADP issue-350 142 5 the the DET issue-350 142 6 course course NOUN issue-350 142 7 of of ADP issue-350 142 8 the the DET issue-350 142 9 research research NOUN issue-350 142 10 , , PUNCT issue-350 142 11 a a DET issue-350 142 12 number number NOUN issue-350 142 13 of of ADP issue-350 142 14 varied varied ADJ issue-350 142 15 econometric econometric ADJ issue-350 142 16 models model NOUN issue-350 142 17 were be AUX issue-350 142 18 developed develop VERB issue-350 142 19 for for ADP issue-350 142 20 the the DET issue-350 142 21 dynamics dynamic NOUN issue-350 142 22 of of ADP issue-350 142 23 the the DET issue-350 142 24 adequacy adequacy NOUN issue-350 142 25 indicator indicator NOUN issue-350 142 26 of of ADP issue-350 142 27 the the DET issue-350 142 28 regulatory regulatory ADJ issue-350 142 29 capital capital NOUN issue-350 142 30 of of ADP issue-350 142 31 the the DET issue-350 142 32 bank bank NOUN issue-350 142 33 and and CCONJ issue-350 142 34 its its PRON issue-350 142 35 components component NOUN issue-350 142 36 : : PUNCT issue-350 142 37 regulatory regulatory ADJ issue-350 142 38 capital capital NOUN issue-350 142 39 , , PUNCT issue-350 142 40 total total ADJ issue-350 142 41 risk risk NOUN issue-350 142 42 level level NOUN issue-350 142 43 ( ( PUNCT issue-350 142 44 risk risk NOUN issue-350 142 45 - - PUNCT issue-350 142 46 weighted weight VERB issue-350 142 47 assets asset NOUN issue-350 142 48 ) ) PUNCT issue-350 142 49 , , PUNCT issue-350 142 50 and and CCONJ issue-350 142 51 the the DET issue-350 142 52 amount amount NOUN issue-350 142 53 of of ADP issue-350 142 54 the the DET issue-350 142 55 bank bank NOUN issue-350 142 56 ’s ’s PART issue-350 142 57 net net ADJ issue-350 142 58 foreign foreign ADJ issue-350 142 59 exchange exchange NOUN issue-350 142 60 position position NOUN issue-350 142 61 . . PUNCT issue-350 143 1 based base VERB issue-350 143 2 on on ADP issue-350 143 3 the the DET issue-350 143 4 analysis analysis NOUN issue-350 143 5 , , PUNCT issue-350 143 6 an an DET issue-350 143 7 adequate adequate ADJ issue-350 143 8 model model NOUN issue-350 143 9 has have AUX issue-350 143 10 been be AUX issue-350 143 11 substantiated substantiate VERB issue-350 143 12 and and CCONJ issue-350 143 13 obtained obtain VERB issue-350 143 14 that that PRON issue-350 143 15 allows allow VERB issue-350 143 16 forecasting forecast VERB issue-350 143 17 the the DET issue-350 143 18 value value NOUN issue-350 143 19 of of ADP issue-350 143 20 h2 h2 NOUN issue-350 143 21 . . PUNCT issue-350 144 1 it it PRON issue-350 144 2 was be AUX issue-350 144 3 a a DET issue-350 144 4 neural neural ADJ issue-350 144 5 model model NOUN issue-350 144 6 built build VERB issue-350 144 7 with with ADP issue-350 144 8 the the DET issue-350 144 9 help help NOUN issue-350 144 10 of of ADP issue-350 144 11 a a DET issue-350 144 12 multilayer multilayer ADJ issue-350 144 13 perceptron perceptron NOUN issue-350 144 14 . . PUNCT issue-350 145 1 the the DET issue-350 145 2 importance importance NOUN issue-350 145 3 of of ADP issue-350 145 4 determining determine VERB issue-350 145 5 the the DET issue-350 145 6 dynamics dynamic NOUN issue-350 145 7 of of ADP issue-350 145 8 regulatory regulatory ADJ issue-350 145 9 capital capital NOUN issue-350 145 10 adequacy adequacy NOUN issue-350 145 11 is be AUX issue-350 145 12 conditioned condition VERB issue-350 145 13 as as ADP issue-350 145 14 by by ADP issue-350 145 15 the the DET issue-350 145 16 bank bank NOUN issue-350 145 17 ’s ’s PART issue-350 145 18 internal internal ADJ issue-350 145 19 needs need NOUN issue-350 145 20 associated associate VERB issue-350 145 21 with with ADP issue-350 145 22 improving improve VERB issue-350 145 23 the the DET issue-350 145 24 risk risk NOUN issue-350 145 25 management management NOUN issue-350 145 26 efficiency efficiency NOUN issue-350 145 27 , , PUNCT issue-350 145 28 making make VERB issue-350 145 29 decisions decision NOUN issue-350 145 30 on on ADP issue-350 145 31 the the DET issue-350 145 32 formation formation NOUN issue-350 145 33 of of ADP issue-350 145 34 capital capital NOUN issue-350 145 35 and and CCONJ issue-350 145 36 its its PRON issue-350 145 37 use use NOUN issue-350 145 38 , , PUNCT issue-350 145 39 so so ADV issue-350 145 40 by by ADP issue-350 145 41 the the DET issue-350 145 42 needs need NOUN issue-350 145 43 of of ADP issue-350 145 44 the the DET issue-350 145 45 regulator regulator NOUN issue-350 145 46 in in ADP issue-350 145 47 the the DET issue-350 145 48 context context NOUN issue-350 145 49 of of ADP issue-350 145 50 ensuring ensure VERB issue-350 145 51 the the DET issue-350 145 52 reliability reliability NOUN issue-350 145 53 of of ADP issue-350 145 54 the the DET issue-350 145 55 functioning functioning NOUN issue-350 145 56 of of ADP issue-350 145 57 the the DET issue-350 145 58 banking banking NOUN issue-350 145 59 system system NOUN issue-350 145 60 . . PUNCT issue-350 146 1 in in ADP issue-350 146 2 addition addition NOUN issue-350 146 3 , , PUNCT issue-350 146 4 the the DET issue-350 146 5 use use NOUN issue-350 146 6 of of ADP issue-350 146 7 the the DET issue-350 146 8 proposed propose VERB issue-350 146 9 recommendations recommendation NOUN issue-350 146 10 has have VERB issue-350 146 11 prospects prospect NOUN issue-350 146 12 for for ADP issue-350 146 13 choosing choose VERB issue-350 146 14 the the DET issue-350 146 15 regime regime NOUN issue-350 146 16 of of ADP issue-350 146 17 prudential prudential ADJ issue-350 146 18 regulation regulation NOUN issue-350 146 19 of of ADP issue-350 146 20 banks bank NOUN issue-350 146 21 , , PUNCT issue-350 146 22 a a DET issue-350 146 23 reasonable reasonable ADJ issue-350 146 24 determination determination NOUN issue-350 146 25 of of ADP issue-350 146 26 the the DET issue-350 146 27 size size NOUN issue-350 146 28 of of ADP issue-350 146 29 capital capital NOUN issue-350 146 30 buffers buffer NOUN issue-350 146 31 , , PUNCT issue-350 146 32 including include VERB issue-350 146 33 systemically systemically ADV issue-350 146 34 important important ADJ issue-350 146 35 banks bank NOUN issue-350 146 36 . . PUNCT issue-350 147 1 references reference NOUN issue-350 147 2 : : PUNCT issue-350 147 3 gropp gropp PROPN issue-350 147 4 , , PUNCT issue-350 147 5 r. r. PROPN issue-350 147 6 heider heider PROPN issue-350 147 7 , , PUNCT issue-350 147 8 f. f. PROPN issue-350 147 9 ( ( PUNCT issue-350 147 10 2009 2009 NUM issue-350 147 11 ) ) PUNCT issue-350 147 12 . . PUNCT issue-350 148 1 the the DET issue-350 148 2 determinants determinant NOUN issue-350 148 3 of of ADP issue-350 148 4 bank bank NOUN issue-350 148 5 capital capital NOUN issue-350 148 6 structure structure NOUN issue-350 148 7 : : PUNCT issue-350 148 8 working work VERB issue-350 148 9 paper paper NOUN issue-350 148 10 series series NOUN issue-350 148 11 , , PUNCT issue-350 148 12 52 52 NUM issue-350 148 13 . . PUNCT issue-350 149 1 dr dr PROPN issue-350 149 2 ikpefan ikpefan PROPN issue-350 149 3 , , PUNCT issue-350 149 4 o. o. NOUN issue-350 149 5 a. a. NOUN issue-350 149 6 ( ( PUNCT issue-350 149 7 2012 2012 NUM issue-350 149 8 ) ) PUNCT issue-350 149 9 . . PUNCT issue-350 150 1 the the DET issue-350 150 2 impact impact NOUN issue-350 150 3 of of ADP issue-350 150 4 bank bank NOUN issue-350 150 5 capitalization capitalization NOUN issue-350 150 6 in in ADP issue-350 150 7 the the DET issue-350 150 8 performance performance NOUN issue-350 150 9 of of ADP issue-350 150 10 nigerian nigerian ADJ issue-350 150 11 banking banking NOUN issue-350 150 12 industry industry NOUN issue-350 150 13 ( ( PUNCT issue-350 150 14 1986 1986 NUM issue-350 150 15 - - SYM issue-350 150 16 2006 2006 NUM issue-350 150 17 ) ) PUNCT issue-350 150 18 . . PUNCT issue-350 151 1 the the DET issue-350 151 2 journal journal PROPN issue-350 151 3 of of ADP issue-350 151 4 commerce commerce PROPN issue-350 151 5 . . PUNCT issue-350 151 6 4 4 NUM issue-350 151 7 ( ( PUNCT issue-350 151 8 11 11 NUM issue-350 151 9 ) ) PUNCT issue-350 151 10 , , PUNCT issue-350 151 11 24 24 NUM issue-350 151 12 - - SYM issue-350 151 13 39 39 NUM issue-350 151 14 . . PUNCT issue-350 152 1 koch koch PROPN issue-350 152 2 , , PUNCT issue-350 152 3 timothy timothy PROPN issue-350 152 4 w. w. PROPN issue-350 152 5 ( ( PUNCT issue-350 152 6 2003 2003 NUM issue-350 152 7 ) ) PUNCT issue-350 152 8 . . PUNCT issue-350 153 1 bank bank NOUN issue-350 153 2 management management NOUN issue-350 153 3 . . PUNCT issue-350 154 1 cincinnati cincinnati PROPN issue-350 154 2 , , PUNCT issue-350 154 3 ohio ohio PROPN issue-350 154 4 : : PUNCT issue-350 154 5 south south ADJ issue-350 154 6 - - PUNCT issue-350 154 7 western western ADJ issue-350 154 8 . . PUNCT issue-350 155 1 888 888 NUM issue-350 155 2 . . PUNCT issue-350 156 1 octavia octavia PROPN issue-350 156 2 , , PUNCT issue-350 156 3 m. m. NOUN issue-350 156 4 , , PUNCT issue-350 156 5 brown brown PROPN issue-350 156 6 , , PUNCT issue-350 156 7 r. r. PROPN issue-350 156 8 ( ( PUNCT issue-350 156 9 2008 2008 NUM issue-350 156 10 ) ) PUNCT issue-350 156 11 . . PUNCT issue-350 157 1 determinants determinant NOUN issue-350 157 2 of of ADP issue-350 157 3 bank bank NOUN issue-350 157 4 capital capital NOUN issue-350 157 5 structure structure NOUN issue-350 157 6 in in ADP issue-350 157 7 developing develop VERB issue-350 157 8 countries country NOUN issue-350 157 9 : : PUNCT issue-350 157 10 regulatory regulatory ADJ issue-350 157 11 capital capital NOUN issue-350 157 12 requirement requirement NOUN issue-350 157 13 versus versus ADP issue-350 157 14 the the DET issue-350 157 15 standard standard ADJ issue-350 157 16 determinants determinant NOUN issue-350 157 17 of of ADP issue-350 157 18 capital capital NOUN issue-350 157 19 structure structure NOUN issue-350 157 20 . . PUNCT issue-350 158 1 department department NOUN issue-350 158 2 of of ADP issue-350 158 3 finance finance PROPN issue-350 158 4 the the DET issue-350 158 5 university university PROPN issue-350 158 6 of of ADP issue-350 158 7 melbourne melbourne PROPN issue-350 158 8 , , PUNCT issue-350 158 9 35 35 NUM issue-350 158 10 . . PUNCT issue-350 158 11 sinkey sinkey NOUN issue-350 158 12 , , PUNCT issue-350 158 13 josef josef PROPN issue-350 158 14 f. f. PROPN issue-350 158 15 ( ( PUNCT issue-350 158 16 2002 2002 NUM issue-350 158 17 ) ) PUNCT issue-350 158 18 . . PUNCT issue-350 159 1 commercial commercial PROPN issue-350 159 2 bank bank PROPN issue-350 159 3 financial financial ADJ issue-350 159 4 management management NOUN issue-350 159 5 in in ADP issue-350 159 6 the the DET issue-350 159 7 financial financial ADJ issue-350 159 8 - - PUNCT issue-350 159 9 services service NOUN issue-350 159 10 industry industry NOUN issue-350 159 11 . . PUNCT issue-350 160 1 prentice prentice PROPN issue-350 160 2 hall hall PROPN issue-350 160 3 . . PUNCT issue-350 161 1 696 696 NUM issue-350 161 2 . . PUNCT issue-350 162 1 alekseienko alekseienko PROPN issue-350 162 2 , , PUNCT issue-350 162 3 m. m. PROPN issue-350 162 4 d. d. PROPN issue-350 162 5 ( ( PUNCT issue-350 162 6 2002 2002 NUM issue-350 162 7 ) ) PUNCT issue-350 162 8 . . PUNCT issue-350 163 1 kapital kapital PROPN issue-350 163 2 banku banku PROPN issue-350 163 3 : : PUNCT issue-350 163 4 pytannia pytannia NOUN issue-350 163 5 teorii teorii NOUN issue-350 163 6 i i PRON issue-350 163 7 praktyky praktyky VERB issue-350 163 8 : : PUNCT issue-350 163 9 [ [ X issue-350 163 10 monohrafiia monohrafiia NOUN issue-350 163 11 ] ] X issue-350 163 12 . . PUNCT issue-350 164 1 k. k. PROPN issue-350 164 2 : : PUNCT issue-350 165 1 kneu kneu PROPN issue-350 165 2 . . PUNCT issue-350 166 1 276 276 NUM issue-350 166 2 . . X issue-350 166 3 vozhzhov vozhzhov NOUN issue-350 166 4 , , PUNCT issue-350 166 5 a. a. NOUN issue-350 166 6 p. p. NOUN issue-350 166 7 ( ( PUNCT issue-350 166 8 2007 2007 NUM issue-350 166 9 ) ) PUNCT issue-350 166 10 . . PUNCT issue-350 167 1 pryroda pryroda PROPN issue-350 167 2 y y PROPN issue-350 167 3 mekhanyzm mekhanyzm PROPN issue-350 167 4 transformatsyy transformatsyy NOUN issue-350 167 5 bankovskykh bankovskykh ADJ issue-350 167 6 resursov resursov NOUN issue-350 167 7 : : PUNCT issue-350 167 8 dyss dyss NOUN issue-350 167 9 . . PUNCT issue-350 168 1 na na PROPN issue-350 168 2 soysk soysk PROPN issue-350 168 3 . . PUNCT issue-350 169 1 nauchn nauchn PROPN issue-350 169 2 . . PROPN issue-350 170 1 stepeny stepeny PROPN issue-350 170 2 dokt dokt PROPN issue-350 170 3 . . PUNCT issue-350 171 1 ekon ekon PROPN issue-350 171 2 . . PUNCT issue-350 172 1 nauk nauk PROPN issue-350 172 2 : : PUNCT issue-350 172 3 spets spet NOUN issue-350 172 4 . . PUNCT issue-350 173 1 08.00.08 08.00.08 ADJ issue-350 173 2 « « PUNCT issue-350 173 3 denhy denhy NOUN issue-350 173 4 , , PUNCT issue-350 173 5 fynansy fynansy ADV issue-350 173 6 y y PROPN issue-350 173 7 kredyt kredyt PROPN issue-350 173 8 » » PUNCT issue-350 173 9 . . PUNCT issue-350 174 1 sumy sumy PROPN issue-350 174 2 . . PROPN issue-350 175 1 446 446 NUM issue-350 175 2 . . PUNCT issue-350 176 1 dovhan dovhan PROPN issue-350 176 2 , , PUNCT issue-350 176 3 zh zh PROPN issue-350 176 4 . . PROPN issue-350 176 5 m. m. NOUN issue-350 176 6 ( ( PUNCT issue-350 176 7 2008 2008 NUM issue-350 176 8 ) ) PUNCT issue-350 176 9 . . PUNCT issue-350 177 1 kapitalizatsiia kapitalizatsiia VERB issue-350 177 2 bankivskoi bankivskoi PROPN issue-350 177 3 systemy systemy PROPN issue-350 177 4 ukrainy ukrainy PROPN issue-350 177 5 . . PUNCT issue-350 178 1 visnyk visnyk PROPN issue-350 178 2 nbu nbu PROPN issue-350 178 3 . . PROPN issue-350 179 1 11 11 NUM issue-350 179 2 , , PUNCT issue-350 179 3 10 10 NUM issue-350 179 4 - - SYM issue-350 179 5 14 14 NUM issue-350 179 6 . . PUNCT issue-350 180 1 kornyliuk kornyliuk PROPN issue-350 180 2 , , PUNCT issue-350 180 3 r. r. PROPN issue-350 180 4 v. v. PROPN issue-350 180 5 ( ( PUNCT issue-350 180 6 2012 2012 NUM issue-350 180 7 ) ) PUNCT issue-350 180 8 . . PUNCT issue-350 181 1 inozemni inozemni PROPN issue-350 181 2 banky banky PROPN issue-350 181 3 v v X issue-350 181 4 ukraini ukraini NOUN issue-350 181 5 : : PUNCT issue-350 181 6 vplyv vplyv NOUN issue-350 181 7 ta ta AUX issue-350 181 8 rehuliuvannia rehuliuvannia PROPN issue-350 181 9 : : PUNCT issue-350 182 1 [ [ X issue-350 182 2 monohrafiia monohrafiia NOUN issue-350 182 3 ] ] X issue-350 182 4 . . PUNCT issue-350 183 1 k. k. PROPN issue-350 183 2 : : PUNCT issue-350 184 1 kneu kneu PROPN issue-350 184 2 . . PUNCT issue-350 185 1 234 234 NUM issue-350 185 2 . . PUNCT issue-350 185 3 reverchuk reverchuk PROPN issue-350 185 4 , , PUNCT issue-350 185 5 s. s. PROPN issue-350 185 6 k. k. PROPN issue-350 185 7 ( ( PUNCT issue-350 185 8 2011 2011 NUM issue-350 185 9 ) ) PUNCT issue-350 185 10 . . PUNCT issue-350 186 1 bankovskіi bankovskіi VERB issue-350 186 2 kapіtal kapіtal PROPN issue-350 186 3 v v NUM issue-350 186 4 sіsteme sіsteme NOUN issue-350 186 5 vosproіzvodstva vosproіzvodstva NOUN issue-350 186 6 . . PUNCT issue-350 187 1 ekonomicheskaia ekonomicheskaia NOUN issue-350 187 2 teoriia teoriia ADP issue-350 187 3 i i PRON issue-350 187 4 istorіia istorіia ADJ issue-350 187 5 ekonomicheskoi ekonomicheskoi ADJ issue-350 187 6 myslі myslі NOUN issue-350 187 7 . . PUNCT issue-350 188 1 1 1 NUM issue-350 188 2 , , PUNCT issue-350 188 3 14 14 NUM issue-350 188 4 - - SYM issue-350 188 5 18 18 NUM issue-350 188 6 . . PUNCT issue-350 189 1 gale gale PROPN issue-350 189 2 , , PUNCT issue-350 189 3 d. d. PROPN issue-350 189 4 ( ( PUNCT issue-350 189 5 2010 2010 NUM issue-350 189 6 ) ) PUNCT issue-350 189 7 . . PUNCT issue-350 190 1 capital capital NOUN issue-350 190 2 regulation regulation NOUN issue-350 190 3 and and CCONJ issue-350 190 4 risk risk NOUN issue-350 190 5 sharing sharing NOUN issue-350 190 6 . . PUNCT issue-350 191 1 international international ADJ issue-350 191 2 journal journal NOUN issue-350 191 3 of of ADP issue-350 191 4 central central ADJ issue-350 191 5 banking banking NOUN issue-350 191 6 . . PUNCT issue-350 192 1 6 6 NUM issue-350 192 2 ( ( PUNCT issue-350 192 3 4 4 NUM issue-350 192 4 ) ) PUNCT issue-350 192 5 , , PUNCT issue-350 192 6 187 187 NUM issue-350 192 7 - - SYM issue-350 192 8 204 204 NUM issue-350 192 9 . . PUNCT issue-350 193 1 greuning greune VERB issue-350 193 2 , , PUNCT issue-350 193 3 h. h. PROPN issue-350 193 4 , , PUNCT issue-350 193 5 bratanovic bratanovic PROPN issue-350 193 6 , , PUNCT issue-350 193 7 s. s. PROPN issue-350 193 8 ( ( PUNCT issue-350 193 9 2009 2009 NUM issue-350 193 10 ) ) PUNCT issue-350 193 11 . . PUNCT issue-350 194 1 analyzing analyze VERB issue-350 194 2 banking banking NOUN issue-350 194 3 risk risk NOUN issue-350 194 4 : : PUNCT issue-350 194 5 a a DET issue-350 194 6 framework framework NOUN issue-350 194 7 for for ADP issue-350 194 8 assessing assess VERB issue-350 194 9 corporate corporate ADJ issue-350 194 10 governance governance NOUN issue-350 194 11 and and CCONJ issue-350 194 12 risk risk NOUN issue-350 194 13 management management NOUN issue-350 194 14 . . PUNCT issue-350 195 1 world world PROPN issue-350 195 2 bank bank PROPN issue-350 195 3 publications publication NOUN issue-350 195 4 . . PUNCT issue-350 196 1 422 422 NUM issue-350 196 2 . . PUNCT issue-350 197 1 hancock hancock PROPN issue-350 197 2 , , PUNCT issue-350 197 3 d. d. PROPN issue-350 197 4 , , PUNCT issue-350 197 5 lehnert lehnert PROPN issue-350 197 6 , , PUNCT issue-350 197 7 а а PROPN issue-350 197 8 . . PROPN issue-350 197 9 , , PUNCT issue-350 197 10 passmore passmore PROPN issue-350 197 11 , , PUNCT issue-350 197 12 w. w. PROPN issue-350 197 13 , , PUNCT issue-350 197 14 sherlund sherlund NOUN issue-350 197 15 , , PUNCT issue-350 197 16 s. s. PROPN issue-350 197 17 ( ( PUNCT issue-350 197 18 2006 2006 NUM issue-350 197 19 ) ) PUNCT issue-350 197 20 . . PUNCT issue-350 198 1 the the DET issue-350 198 2 competitive competitive ADJ issue-350 198 3 effects effect NOUN issue-350 198 4 of of ADP issue-350 198 5 risk risk NOUN issue-350 198 6 - - PUNCT issue-350 198 7 based base VERB issue-350 198 8 bank bank NOUN issue-350 198 9 capital capital NOUN issue-350 198 10 regulation regulation NOUN issue-350 198 11 : : PUNCT issue-350 198 12 an an DET issue-350 198 13 example example NOUN issue-350 198 14 from from ADP issue-350 198 15 u.s u.s PROPN issue-350 198 16 . . PROPN issue-350 198 17 mortgage mortgage NOUN issue-350 198 18 markets market NOUN issue-350 198 19 . . PUNCT issue-350 199 1 federal federal PROPN issue-350 199 2 reserve reserve PROPN issue-350 199 3 board board PROPN issue-350 199 4 . . PUNCT issue-350 200 1 50 50 NUM issue-350 200 2 . . X issue-350 201 1 kovalenko kovalenko PROPN issue-350 201 2 , , PUNCT issue-350 201 3 v. v. PROPN issue-350 202 1 v. v. PROPN issue-350 202 2 ( ( PUNCT issue-350 202 3 2013 2013 NUM issue-350 202 4 ) ) PUNCT issue-350 202 5 . . PUNCT issue-350 203 1 bankivske bankivske PROPN issue-350 203 2 rehuliuvannia rehuliuvannia PROPN issue-350 203 3 i i PRON issue-350 203 4 nahliad nahliad NOUN issue-350 203 5 : : PUNCT issue-350 203 6 metodolohiia metodolohiia VERB issue-350 203 7 ta ta PART issue-350 203 8 praktyka praktyka VERB issue-350 203 9 : : PUNCT issue-350 204 1 [ [ X issue-350 204 2 monohrafiia monohrafiia NOUN issue-350 204 3 ] ] X issue-350 204 4 . . PUNCT issue-350 205 1 odesa odesa NOUN issue-350 205 2 : : PUNCT issue-350 205 3 atlant atlant PROPN issue-350 205 4 . . PUNCT issue-350 206 1 492 492 NUM issue-350 206 2 . . PUNCT issue-350 207 1 naumenkova naumenkova PROPN issue-350 207 2 , , PUNCT issue-350 207 3 s. s. PROPN issue-350 207 4 ( ( PUNCT issue-350 207 5 2015 2015 NUM issue-350 207 6 ) ) PUNCT issue-350 207 7 . . PUNCT issue-350 208 1 bazel bazel PROPN issue-350 208 2 i i PROPN issue-350 208 3 , , PUNCT issue-350 208 4 ii ii PROPN issue-350 208 5 , , PUNCT issue-350 208 6 iii iii PROPN issue-350 208 7 : : PUNCT issue-350 208 8 rozvytok rozvytok NOUN issue-350 208 9 pidkhodiv pidkhodiv PROPN issue-350 208 10 dlia dlia PROPN issue-350 208 11 zmitsnennia zmitsnennia PROPN issue-350 208 12 rehuliatornoi rehuliatornoi PROPN issue-350 208 13 osnovy osnovy PROPN issue-350 208 14 . . PUNCT issue-350 209 1 visnyk visnyk PROPN issue-350 209 2 kyivskoho kyivskoho PROPN issue-350 209 3 natsionalnoho natsionalnoho NOUN issue-350 209 4 universytetu universytetu VERB issue-350 209 5 imeni imeni PROPN issue-350 209 6 tarasa tarasa PROPN issue-350 209 7 shevchenka shevchenka PROPN issue-350 209 8 . . PUNCT issue-350 210 1 12 12 NUM issue-350 210 2 ( ( PUNCT issue-350 210 3 177 177 NUM issue-350 210 4 ) ) PUNCT issue-350 210 5 , , PUNCT issue-350 210 6 39 39 NUM issue-350 210 7 - - SYM issue-350 210 8 47 47 NUM issue-350 210 9 . . PUNCT issue-350 211 1 khabiuk khabiuk NOUN issue-350 211 2 , , PUNCT issue-350 211 3 o. o. PROPN issue-350 211 4 ( ( PUNCT issue-350 211 5 2008).bankivske 2008).bankivske NUM issue-350 211 6 rehuliuvannia rehuliuvannia NOUN issue-350 211 7 ta ta PROPN issue-350 211 8 nahliad nahliad PROPN issue-350 211 9 cherez cherez PROPN issue-350 211 10 pryzmu pryzmu PROPN issue-350 211 11 rekomendatsii rekomendatsii VERB issue-350 211 12 bazelskoho bazelskoho NOUN issue-350 211 13 komitetu komitetu VERB issue-350 211 14 : : PUNCT issue-350 212 1 [ [ X issue-350 212 2 monohrafiia monohrafiia NOUN issue-350 212 3 ] ] PUNCT issue-350 212 4 . . PUNCT issue-350 213 1 ivano ivano PROPN issue-350 213 2 - - PUNCT issue-350 213 3 frankivsk frankivsk NOUN issue-350 213 4 : : PUNCT issue-350 213 5 oippo oippo NOUN issue-350 213 6 ; ; PUNCT issue-350 213 7 sniatyn sniatyn NOUN issue-350 213 8 : : PUNCT issue-350 213 9 prutprynt prutprynt VERB issue-350 213 10 . . PUNCT issue-350 214 1 260 260 NUM issue-350 214 2 . . PUNCT issue-350 214 3 pro pro ADJ issue-350 214 4 zatverdzhennia zatverdzhennia X issue-350 214 5 instruktsii instruktsii X issue-350 214 6 pro pro PROPN issue-350 214 7 poriadok poriadok PROPN issue-350 214 8 rehuliuvannia rehuliuvannia PROPN issue-350 214 9 diialnosti diialnosti PROPN issue-350 214 10 bankiv bankiv VERB issue-350 214 11 v v NOUN issue-350 214 12 ukraini ukraini NOUN issue-350 214 13 : : PUNCT issue-350 214 14 postanova postanova PROPN issue-350 214 15 pravlinnia pravlinnia PROPN issue-350 214 16 nbu nbu PROPN issue-350 214 17 № № VERB issue-350 214 18 368 368 NUM issue-350 214 19 vid vid NOUN issue-350 214 20 28.08.2001 28.08.2001 PROPN issue-350 214 21 . . PUNCT issue-350 215 1 access access NOUN issue-350 215 2 : : PUNCT issue-350 215 3 http://zakon4.rada.gov.ua/laws/show/ http://zakon4.rada.gov.ua/laws/show/ PROPN issue-350 215 4 z0841 z0841 PROPN issue-350 215 5 - - PUNCT issue-350 215 6 01 01 NUM issue-350 215 7 / / SYM issue-350 215 8 print1433753775359538 print1433753775359538 NOUN issue-350 215 9 matviichuk matviichuk NOUN issue-350 215 10 , , PUNCT issue-350 215 11 a. a. NOUN issue-350 215 12 v. v. PROPN issue-350 215 13 ( ( PUNCT issue-350 215 14 2011 2011 NUM issue-350 215 15 ) ) PUNCT issue-350 215 16 shtuchnyi shtuchnyi NOUN issue-350 215 17 intelekt intelekt NOUN issue-350 215 18 v v ADP issue-350 215 19 ekonomitsi ekonomitsi PROPN issue-350 215 20 : : PUNCT issue-350 215 21 neironni neironni PROPN issue-350 215 22 merezhi merezhi PROPN issue-350 215 23 , , PUNCT issue-350 215 24 nechitka nechitka PROPN issue-350 215 25 lohika lohika NOUN issue-350 215 26 : : PUNCT issue-350 216 1 [ [ X issue-350 216 2 monohrafiia monohrafiia NOUN issue-350 216 3 ] ] X issue-350 216 4 . . PUNCT issue-350 217 1 k. k. PROPN issue-350 217 2 : : PUNCT issue-350 218 1 kneu kneu PROPN issue-350 218 2 . . PUNCT issue-350 219 1 439 439 NUM issue-350 219 2 . . PUNCT issue-350 219 3 plastun plastun PROPN issue-350 219 4 , , PUNCT issue-350 219 5 o. o. PROPN issue-350 219 6 l. l. PROPN issue-350 219 7 ( ( PUNCT issue-350 219 8 2014 2014 NUM issue-350 219 9 ) ) PUNCT issue-350 219 10 prohnozuvannia prohnozuvannia NOUN issue-350 219 11 finansovykh finansovykh PROPN issue-350 219 12 rynkiv rynkiv PROPN issue-350 219 13 : : PUNCT issue-350 219 14 suchasni suchasni PROPN issue-350 219 15 kontseptsii kontseptsii PROPN issue-350 219 16 ta ta ADP issue-350 219 17 novi novi PROPN issue-350 219 18 pidkhody pidkhody PROPN issue-350 219 19 : : PUNCT issue-350 220 1 [ [ X issue-350 220 2 monohrafiia monohrafiia NOUN issue-350 220 3 ] ] X issue-350 220 4 . . PUNCT issue-350 221 1 sumy sumy PROPN issue-350 221 2 : : PUNCT issue-350 221 3 dvnz dvnz NOUN issue-350 221 4 « « PUNCT issue-350 221 5 uabs uab NOUN issue-350 221 6 nbu nbu NOUN issue-350 221 7 » » NOUN issue-350 221 8 . . PUNCT issue-350 222 1 397 397 NUM issue-350 222 2 . . PUNCT issue-350 223 1 cherniak cherniak PROPN issue-350 223 2 , , PUNCT issue-350 223 3 o. o. PROPN issue-350 223 4 i. i. PROPN issue-350 223 5 , , PUNCT issue-350 223 6 zakharchenko zakharchenko NOUN issue-350 223 7 , , PUNCT issue-350 223 8 p. p. NOUN issue-350 223 9 v. v. PROPN issue-350 223 10 ( ( PUNCT issue-350 223 11 2011 2011 NUM issue-350 223 12 ) ) PUNCT issue-350 223 13 prohnozuvannia prohnozuvannia NOUN issue-350 223 14 sotsialno sotsialno NOUN issue-350 223 15 - - PUNCT issue-350 223 16 ekonomichnykh ekonomichnykh VERB issue-350 223 17 protsesiv protsesiv PROPN issue-350 223 18 : : PUNCT issue-350 223 19 suchasni suchasni PROPN issue-350 223 20 pidkhody pidkhody NOUN issue-350 223 21 ta ta PART issue-350 223 22 perspektyvy perspektyvy VERB issue-350 223 23 : : PUNCT issue-350 224 1 [ [ X issue-350 224 2 monohrafiia monohrafiia NOUN issue-350 224 3 ] ] X issue-350 224 4 . . PUNCT issue-350 225 1 berdiansk berdiansk ADV issue-350 225 2 : : PUNCT issue-350 225 3 vydavnytstvo vydavnytstvo NOUN issue-350 225 4 tkachuk tkachuk NOUN issue-350 225 5 . . PUNCT issue-350 226 1 391 391 NUM issue-350 226 2 . . PUNCT