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A simple nonparametric approach to low-dimension, shortfall-based portfolio selection

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  • Haley, M. Ryan

Abstract

This paper develops a simple, low-dimension portfolio selection rule based on minimizing the probability of realizing a return below some pre-determined benchmark or target rate. Unlike most shortfall-based methods, which employ approximations to the shortfall probability, this method operates directly on the complementary Heaviside function representation of the in-sample shortfall probability. Thus, no behavioral assumptions, other than the notion of shortfall minimization, enter the portfolio selection process.

Suggested Citation

  • Haley, M. Ryan, 2008. "A simple nonparametric approach to low-dimension, shortfall-based portfolio selection," Finance Research Letters, Elsevier, vol. 5(3), pages 183-190, September.
    • Handle: RePEc:eee:finlet:v:5:y:2008:i:3:p:183-190
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    References listed on IDEAS

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    1. M. Ryan Haley & Charles Whiteman, 2008. "Generalized Safety First and a New Twist on Portfolio Performance," Econometric Reviews, Taylor & Francis Journals, vol. 27(4-6), pages 457-483.
    2. Michael Stutzer, 2011. "Portfolio choice with endogenous utility: a large deviations approach," World Scientific Book Chapters, in: Leonard C MacLean & Edward O Thorp & William T Ziemba (ed.), THE KELLY CAPITAL GROWTH INVESTMENT CRITERION THEORY and PRACTICE, chapter 43, pages 619-640, World Scientific Publishing Co. Pte. Ltd..
    3. M. Ryan Haley & Harry J. Paarsch & Charles H. Whiteman, 2013. "Smoothed safety first and the holding of assets," Quantitative Finance, Taylor & Francis Journals, vol. 13(2), pages 167-176, January.
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    Cited by:

    1. M. Haley, 2014. "Gaussian and logistic adaptations of smoothed safety first," Annals of Finance, Springer, vol. 10(2), pages 333-345, May.

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