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Assessing Equity Mutual Funds' Performance Using a Multicriteria Methodology: A Comparative Analysis

Author

Listed:
  • Konstantina Pendaraki

    (Department of Production Engineering and Management, Technical University of Crete, Greece)

  • Michael Doumpos

    (Department of Production Engineering and Management, Technical University of Crete, Greece)

  • Constantin Zopounidis

    (Department of Production Engineering and Management, Technical University of Crete, Greece)

Abstract

The evaluation of the performance of mutual funds (MFs) has been a very interesting research topic not only for researchers, but also for managers of financial, banking and investment institutions. This paper explores the performance of a non-parametric approach in developing MF performance evaluation models. The proposed approach is based on the UTADIS multicriteria decision aid method. The data set consists of daily data for 33 Greek domestic equity MFs, and is used to estimate the performance of the method in classifying the funds into two groups. A cross-validation procedure is employed to evaluate the predictive performance of the models and a comparison with linear discriminant analysis is also performed. The results indicate the superiority of the UTADIS method as opposed to the traditional discrimination technique.

Suggested Citation

  • Konstantina Pendaraki & Michael Doumpos & Constantin Zopounidis, 2003. "Assessing Equity Mutual Funds' Performance Using a Multicriteria Methodology: A Comparative Analysis," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 1(1), pages 85-104.
    • Handle: RePEc:seb:journl:v:1:y:2003:i:1:p:85-104
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    References listed on IDEAS

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    Cited by:

    1. Panayotis Alexakis & Ioannis Tsolas, 2011. "Appraisal of Mutual Equity Fund Performance Using Data Envelopment Analysis," Multinational Finance Journal, Multinational Finance Journal, vol. 15(3-4), pages 273-296, September.

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    More about this item

    Keywords

    Mutual fund performance; Multicriteria decision aid; Cross-validation;
    All these keywords.

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

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