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Mean-Variance-Skewness Portfolio Performance Gauging: A General Shortage Function and Dual Approach

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Author Info
Walter Briec (University of Perpignan)
Kristiaan Kerstens () (CNRS-LEM and IESEG School of Management)
Octave Jokung (EDHEC Business School, Lille)
Abstract

This paper proposes a nonparametric efficiency measurement approach for the static portfolio selection problem in mean-variance-skewness space. A shortage function is defined that looks for possible increases in return and skewness and decreases in variance. Global optimality is guaranteed for the resulting optimal portfolios. We also establish a link to a proper indirect mean-variance-skewness utility function. For computational reasons, the optimal portfolios resulting from this dual approach are only locally optimal. This framework permits to differentiate between portfolio efficiency and allocative efficiency, and a convexity efficiency component related to the difference between the primal, non-convex approach and the dual, convex approach. Furthermore, in principle, information can be retrieved about the revealed risk aversion and prudence of investors. An empirical section on a small sample of assets serves as an illustration.

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Publisher Info
Paper provided by IESEG School of Management in its series Working Papers with number 2005-ECO-05.

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Length: 36 pages
Date of creation: Sep 2005
Date of revision:
Publication status: Published in Management Science, January 2007, 53(1), pp. 135-149
Handle: RePEc:ies:wpaper:e200505

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Related research
Keywords: shortage function; efficient frontier; mean-variance-skewness; portfolios; risk aversion; prudence;

Find related papers by JEL classification:
G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

References listed on IDEAS
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  1. Markowitz, Harry M, 1991. " Foundations of Portfolio Theory," Journal of Finance, American Finance Association, vol. 46(2), pages 469-77, June. [Downloadable!] (restricted)
  2. Sun, Qian & Yan, Yuxing, 2003. "Skewness persistence with optimal portfolio selection," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1111-1121, June. [Downloadable!] (restricted)
  3. Eric Jondeau & Michael Rockinger, 2006. "Optimal Portfolio Allocation under Higher Moments," European Financial Management, Blackwell Publishing Ltd, vol. 12(1), pages 29-55. [Downloadable!] (restricted)
  4. Chunhachinda, Pornchai & Dandapani, Krishnan & Hamid, Shahid & Prakash, Arun J., 1997. "Portfolio selection and skewness: Evidence from international stock markets," Journal of Banking & Finance, Elsevier, vol. 21(2), pages 143-167, February. [Downloadable!] (restricted)
  5. Simkowitz, Michael A. & Beedles, William L., 1978. "Diversification in a Three-Moment World," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 13(05), pages 927-941, December. [Downloadable!]
  6. Deaton, Angus, 1979. "The Distance Function in Consumer Behaviour with Applications to Index Numbers and Optimal Taxation," Review of Economic Studies, Blackwell Publishing, vol. 46(3), pages 391-405, July. [Downloadable!] (restricted)
  7. Kimball, Miles S, 1990. "Precautionary Saving in the Small and in the Large," Econometrica, Econometric Society, vol. 58(1), pages 53-73, January. [Downloadable!] (restricted)
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  8. Scott, Robert C & Horvath, Philip A, 1980. " On the Direction of Preference for Moments of Higher Order Than the Variance," Journal of Finance, American Finance Association, vol. 35(4), pages 915-19, September. [Downloadable!] (restricted)
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