Bankruptcy Prediction In Transformational Economy: Discriminant And Fuzzy Logic Approaches

Q3 Economics, Econometrics and Finance
A. Matviychuk
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引用次数: 18

Abstract

The methodological approach on carrying out of complex analysis of enterprise's financial state with use of fuzzy logic methods has been developed and on this basis the economic and mathematical models of enterprise's bankruptcy diagnosis have been constructed. The input factors of these models are sets of independent variables and most informative indices. The model of diagnosing of enterprise's bankruptcy on the basis of discriminant analysis method has also been constructed. The analysis of carried out experiments verified the essential inconsistency of existing discriminant models to Ukrainian economy and shown the high precision of forecasting of Ukrainian companies bankruptcy with usage of developed by author models.
转型经济中的破产预测:判别与模糊逻辑方法
提出了运用模糊逻辑方法对企业财务状况进行复杂分析的方法论方法,并在此基础上构建了企业破产诊断的经济模型和数学模型。这些模型的输入因子是一组自变量和信息量最大的指标。建立了基于判别分析法的企业破产诊断模型。已进行的实验分析验证了现有判别模型对乌克兰经济的本质不一致,并表明使用作者开发的模型预测乌克兰公司破产具有较高的精度。
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来源期刊
Fuzzy Economic Review
Fuzzy Economic Review Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
0.40
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0.00%
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