Multicriteria Framework for the Prediction of Corporate Failure in the UK.

Released on by C. Zopounidis
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  • Multicriteria Framework for the Prediction of Corporate Failure in the UK. Book Detail

  • Author : C. Zopounidis
  • Release Date : 2009
  • Publisher :
  • Genre :
  • Pages :
  • ISBN 13 :
  • File Size : 70,70 MB
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Multicriteria Framework for the Prediction of Corporate Failure in the UK. by C. Zopounidis PDF Summary

Book Description: This study investigates the efficiency of two multicriteria decision aid methods, namely UTADIS and MHDIS in the development of business failure prediction models in the UK, as opposed to models developed with discriminant analysis and logistic regression. The dataset consists of 200 manufacturing UK firms out of which 100 failed during the period 2001-2003. The models are developed and validated using 10-fold cross validation. The results show that UTADIS and MHDIS achieve satisfactory classification accuracies, while both outperform logistic regression and discriminant analysis. Thus, the developed MCDA models could be of particular interest to creditors, investors, auditors and regulators in the UK.

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Predicting Business Failure

Predicting Business Failure

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Small firms play an important role in most modern economies nevertheless they are not without their problems. Therefore, the development of business failure pre