Bankruptcy Model Construction and its Limitation in Input Data Quality

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F04274644%3A_____%2F19%3A%230000519" target="_blank" >RIV/04274644:_____/19:#0000519 - isvavai.cz</a>

Výsledek na webu

<a href="http://www.academicstar.us/UploadFile/Picture/2019-9/201992714243766.pdf" target="_blank" >http://www.academicstar.us/UploadFile/Picture/2019-9/201992714243766.pdf</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.15341/jbe(2155-7950)/02.10.2019/003" target="_blank" >10.15341/jbe(2155-7950)/02.10.2019/003</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Bankruptcy Model Construction and its Limitation in Input Data Quality

Popis výsledku v původním jazyce

The aim of the research project solved at the University of Finance and administration is to construct a new bankruptcy model. The intention is to use data of the firms that have to cease their activities due to bankruptcy. The most common method for bankruptcy model construction is multivariate discriminant analyses (MDA). It allows to derive the indicators most sensitive to the future companies’ failure as a parts of the bankruptcy model. One of the assumptions for using the MDA method and reassuring the reliable results is the normal distribution and independence of the input data. The results of verification of this assumption as the third stage of the project are presented in this article. We have revealed that this assumption is met only in a few selected indicators. Better results were achieved in the indicators in the set of prosperous companies and one year prior the failure. The selected indicators intended for the bankruptcy model construction thus cannot be considered as suitable for using the MDA method.

Název v anglickém jazyce

Bankruptcy Model Construction and its Limitation in Input Data Quality

Popis výsledku anglicky

The aim of the research project solved at the University of Finance and administration is to construct a new bankruptcy model. The intention is to use data of the firms that have to cease their activities due to bankruptcy. The most common method for bankruptcy model construction is multivariate discriminant analyses (MDA). It allows to derive the indicators most sensitive to the future companies’ failure as a parts of the bankruptcy model. One of the assumptions for using the MDA method and reassuring the reliable results is the normal distribution and independence of the input data. The results of verification of this assumption as the third stage of the project are presented in this article. We have revealed that this assumption is met only in a few selected indicators. Better results were achieved in the indicators in the set of prosperous companies and one year prior the failure. The selected indicators intended for the bankruptcy model construction thus cannot be considered as suitable for using the MDA method.

Druh

J_ost - Ostatní články v recenzovaných periodicích

CEP obor

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OECD FORD obor

50205 - Accounting

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2019

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Journal of Business and Economics

ISSN

2155-7950

e-ISSN

—

Svazek periodika

10

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

9

Strana od-do

117-125

Kód UT WoS článku

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EID výsledku v databázi Scopus

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