Article1987

A PREFORMANCE ANALYSIS OF PARAMETRIC AND NONPARAMETRIC DISCRIMINANT APPROACHES TO BUSINESS DECISION MAKING

31 citations0/0 files storedDecision Sciences

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Financial Distress and Bankruptcy Prediction Statistical Methods and Applications Forecasting Techniques and Applications

Abstract

ABSTRACT This paper empirically investigation the performance of four relatively new nonparametric techniques against four different parameteric versions of discriminant analysis. The models were constructed and analyzed using financial data drawn from 232 bankrupt and nonbankrupt companies. Generally, the nonparametric approaches, with the exception of linear programming, performed as well as or better than the more traditional discriminant analysis.

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1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy 1977ZETATM analysis A new model to identify bankruptcy risk of corporations 1977Early warning of bank failure 1972An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction 1985Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress 1974Failing Company Discriminant Analysis 1985ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS

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