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Skilled monkey or unlucky manager?

Author

Listed:
  • Maximilian Vermorken

    (UCL QASER Lab, University College London)

  • Marc Gendebien
  • Alphons Vermorken
  • Thomas Schröder

Abstract

When The Wall Street Journal used a monkey to choose stocks to invest in, it failed to launch a more comprehensive experiment based on the same principle. Using a probabilistic approach in a similar way to Roy’s safety-first risk measure, we consider the probability that a randomly managed portfolio will outperform a predefined benchmark and compare it with the probability that a professionally managed fund will outperform the same benchmark. Repeating this over a large number of random portfolios and managed funds while ensuring the comparison is a valid one, we effectively test whether investment management skill truly exists for long-only US equity portfolios or whether the efficiency of markets prohibits any longer-run outperformance. The results show that managed long-only equity portfolios do not show a higher probability of outperforming the index than randomly selected ones.

Suggested Citation

  • Maximilian Vermorken & Marc Gendebien & Alphons Vermorken & Thomas Schröder, 2013. "Skilled monkey or unlucky manager?," Journal of Asset Management, Palgrave Macmillan, vol. 14(5), pages 267-277, October.
  • Handle: RePEc:pal:assmgt:v:14:y:2013:i:5:d:10.1057_jam.2013.22
    DOI: 10.1057/jam.2013.22
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    References listed on IDEAS

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    1. Kon, Stanley J, 1984. "Models of Stock Returns-A Comparison," Journal of Finance, American Finance Association, vol. 39(1), pages 147-165, March.
    2. Admati, Anat R & Pfleiderer, Paul, 1997. "Does It All Add Up? Benchmarks and the Compensation of Active Portfolio Managers," The Journal of Business, University of Chicago Press, vol. 70(3), pages 323-350, July.
    3. Blake, David & Lehmann, Bruce N & Timmermann, Allan, 1999. "Asset Allocation Dynamics and Pension Fund Performance," The Journal of Business, University of Chicago Press, vol. 72(4), pages 429-461, October.
    4. Elton, Edwin J & Gruber, Martin J, 1977. "Risk Reduction and Portfolio Size: An Analytical Solution," The Journal of Business, University of Chicago Press, vol. 50(4), pages 415-437, October.
    5. Samuelson, Paul A., 1967. "General Proof that Diversification Pays*," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 2(1), pages 1-13, March.
    6. Eugene F. Fama, 1963. "Mandelbrot and the Stable Paretian Hypothesis," The Journal of Business, University of Chicago Press, vol. 36, pages 420-420.
    7. Grossman, Sanford J, 1995. "Dynamic Asset Allocation and the Informational Efficiency of Markets," Journal of Finance, American Finance Association, vol. 50(3), pages 773-787, July.
    8. Burton G. Malkiel, 2003. "Passive Investment Strategies and Efficient Markets," European Financial Management, European Financial Management Association, vol. 9(1), pages 1-10, March.
    9. Longin, Francois M, 1996. "The Asymptotic Distribution of Extreme Stock Market Returns," The Journal of Business, University of Chicago Press, vol. 69(3), pages 383-408, July.
    10. Annaert, Jan & van den Broeck, Julien & Vander Vennet, Rudi, 2003. "Determinants of mutual fund underperformance: A Bayesian stochastic frontier approach," European Journal of Operational Research, Elsevier, vol. 151(3), pages 617-632, December.
    11. Benoit Mandelbrot, 2015. "The Variation of Certain Speculative Prices," World Scientific Book Chapters, in: Anastasios G Malliaris & William T Ziemba (ed.), THE WORLD SCIENTIFIC HANDBOOK OF FUTURES MARKETS, chapter 3, pages 39-78, World Scientific Publishing Co. Pte. Ltd..
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    Cited by:

    1. Joana Almeida & Raquel M. Gaspar, 2021. "Accuracy of European Stock Target Prices," JRFM, MDPI, vol. 14(9), pages 1-27, September.

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