Predicting Corporate Failure in the UK: A Multidimensional Scaling Approach

Evi Neophytou · Cecilio Mar Molinero

103 citations0/0 files storedJournal of Business Finance &amp Accounting

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Financial Distress and Bankruptcy Prediction Corporate Insolvency and Governance Statistical Methods and Applications

Abstract

Scaling techniques are proposed as a tool for the analysis and prediction of corporate failure. This approach, while keeping a strong theoretical basis, has the advantage of visualising the main features of the data in the form of statistical maps that lend themselves to intuitive interpretation. The maps contain directional statistics to help with interpretation. The methodology is demonstrated using a sample of UK industrial companies. A future‐dated holdout sample is also employed to illustrate how the Multidimensional Scaling technique can aid practitioners when assessing the financial health of a company.

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References

1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY 1963THE STRUCTURE OF SCIENTIFIC REVOLUTIONS 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy 1966Financial Ratios As Predictors of Failure 1977ZETATM analysis A new model to identify bankruptcy risk of corporations 1952Handbook of Experimental Psychology.1972A Discriminant Analysis of Predictors of Business Failure 1987CURRENT TECHNIQUES IN BANKRUPTCY PREDICTION

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