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Application of Nonparametric Stochastic Dominance Approach in the Performance Evaluation of Indian Mutual Funds

Author

Listed:
  • M. Maheen

    (TKM College of Arts and Science
    University of Kerala)

  • S. Resia Beegam

    (University of Kerala)

Abstract

We have performed the in-sample comparison of the distribution of fund returns to the market benchmark. The literature related to the performance evaluation of mutual funds uses the conventional mean–variance (MV) approach or Jensen’s alpha to measure managerial ability. This study proposes an alternative nonparametric approach that does not require distributional assumptions about the population. The study compares the performance of selected actively managed large-cap funds with the passively managed benchmark indices by applying an almost stochastic dominance approach in the second order. The results revealed the existence of almost second-order stochastic dominance among the Indian equity funds.

Suggested Citation

  • M. Maheen & S. Resia Beegam, 2023. "Application of Nonparametric Stochastic Dominance Approach in the Performance Evaluation of Indian Mutual Funds," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(3), pages 663-680, September.
  • Handle: RePEc:spr:jqecon:v:21:y:2023:i:3:d:10.1007_s40953-023-00347-w
    DOI: 10.1007/s40953-023-00347-w
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    References listed on IDEAS

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    1. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    2. repec:bla:jfinan:v:55:y:2000:i:4:p:1655-1703 is not listed on IDEAS
    3. Abhay Abhyankar & Keng-Yu Ho & Huainan Zhao, 2009. "International value versus growth: evidence from stochastic dominance analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 222-232.
    4. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    5. Robert Kosowski & Allan Timmermann & Russ Wermers & Hal White, 2006. "Can Mutual Fund “Stars” Really Pick Stocks? New Evidence from a Bootstrap Analysis," Journal of Finance, American Finance Association, vol. 61(6), pages 2551-2595, December.
    6. Joy, O. Maurice & Porter, R. Burr, 1974. "Stochastic Dominance and Mutual Fund Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(1), pages 25-31, January.
    7. James E. Hodder & Jens Carsten Jackwerth & Olga Kolokolova, 2015. "Improved Portfolio Choice Using Second-Order Stochastic Dominance," Review of Finance, European Finance Association, vol. 19(4), pages 1623-1647.
    8. Lean, Hooi Hooi & Smyth, Russell & Wong, Wing-Keung, 2007. "Revisiting calendar anomalies in Asian stock markets using a stochastic dominance approach," Journal of Multinational Financial Management, Elsevier, vol. 17(2), pages 125-141, April.
    9. Whitmore, G A, 1970. "Third-Degree Stochastic Dominance," American Economic Review, American Economic Association, vol. 60(3), pages 457-459, June.
    10. William F. Sharpe, 1963. "A Simplified Model for Portfolio Analysis," Management Science, INFORMS, vol. 9(2), pages 277-293, January.
    11. Russ Wermers, 2000. "Mutual Fund Performance: An Empirical Decomposition into Stock‐Picking Talent, Style, Transactions Costs, and Expenses," Journal of Finance, American Finance Association, vol. 55(4), pages 1655-1695, August.
    12. G. Hanoch & H. Levy, 1969. "The Efficiency Analysis of Choices Involving Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 36(3), pages 335-346.
    13. James P. Quirk & Rubin Saposnik, 1962. "Admissibility and Measurable Utility Functions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 29(2), pages 140-146.
    14. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    15. Meyer, Jack, 1977. "Further Applications of Stochastic Dominance to Mutual Fund Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 12(2), pages 235-242, June.
    16. Hadar, Josef & Russell, William R, 1969. "Rules for Ordering Uncertain Prospects," American Economic Review, American Economic Association, vol. 59(1), pages 25-34, March.
    17. Fama, Eugene F, 1972. "Components of Investment Performance," Journal of Finance, American Finance Association, vol. 27(3), pages 551-567, June.
    18. Haim Levy & Moshe Leshno & Boaz Leibovitch, 2010. "Economically relevant preferences for all observed epsilon," Annals of Operations Research, Springer, vol. 176(1), pages 153-178, April.
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    More about this item

    Keywords

    Indian mutual funds; Almost stochastic dominance; Mean–variance approach; Jens’s alpha;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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