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Where Have All the Alphas Gone? A Meta-Analysis of Hedge Fund Performance

Author

Listed:
  • Fan Yang

    (Charles University, Prague)

  • Tomas Havranek

    (Charles University, Prague & Centre for Economic Policy Research, London & Meta-Research Innovation Center, Stanford)

  • Zuzana Irsova

    (Charles University, Prague)

  • Jiri Novak

    (Charles University, Prague)

Abstract

We examine the factors influencing published estimates of hedge fund performance. Using a sample of 1,019 intercept terms from regressions of hedge fund returns on risk factors (the “alphas†) collected from 74 studies, we document a strong downward trend in the reported alphas. The trend persists even after controlling for heterogeneity in hedge fund characteristics and research design choices in the underlying studies. Estimates of current performance implied by best practice methodology are close to zero across all common hedge fund strategies. Additionally, our data allow us to estimate the mean management and performance fees charged by hedge funds. We also document how reported performance estimates vary with hedge fund and study characteristics. Overall, our findings indicate that, while hedge funds historically generated positive value for investors, their ability to do so has diminished substantially.

Suggested Citation

  • Fan Yang & Tomas Havranek & Zuzana Irsova & Jiri Novak, 2024. "Where Have All the Alphas Gone? A Meta-Analysis of Hedge Fund Performance," Working Papers IES 2024/15, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Apr 2024.
  • Handle: RePEc:fau:wpaper:wp2024_15
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    Keywords

    hedge funds; alpha; fees; meta-analysis; model uncertainty;
    All these keywords.

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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