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Active factor investing: Hedge funds versus the rest of us

Author

Listed:
  • Jun Duanmu
  • Yongjia Li
  • Alexey Malakhov

Abstract

We examine whether the success of hedge fund market timing strategies can be replicated. We develop a methodology for creating a portfolio of ETFs to capture risk factor exposures of market timing hedge funds identified using extant market timing measures. We find that the top market timing hedge funds outperform their ETF clone peers and the superior performance cannot be replicated. We show that the irreplicable market timing skills are more profound in certain hedge fund styles. Finally, we provide evidence that the success of market timing strategies is driven by non‐cloneable hedge funds that possess managerial skills.

Suggested Citation

  • Jun Duanmu & Yongjia Li & Alexey Malakhov, 2021. "Active factor investing: Hedge funds versus the rest of us," Review of Financial Economics, John Wiley & Sons, vol. 39(4), pages 424-441, October.
  • Handle: RePEc:wly:revfec:v:39:y:2021:i:4:p:424-441
    DOI: 10.1002/rfe.1119
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    References listed on IDEAS

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    1. Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
    2. Zheng Sun & Ashley Wang & Lu Zheng, 2012. "The Road Less Traveled: Strategy Distinctiveness and Hedge Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 96-143.
    3. Fung, William & Hsieh, David A, 2001. "The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 313-341.
    4. Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa Onur, 2012. "Systematic risk and the cross section of hedge fund returns," Journal of Financial Economics, Elsevier, vol. 106(1), pages 114-131.
    5. Vikas Agarwal, 2004. "Risks and Portfolio Decisions Involving Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 63-98.
    6. Jun Duanmu & Yongjia Li & Alexey Malakhov, 2020. "Capturing hedge fund risk factor exposures: Hedge fund return replication with ETFs," The Financial Review, Eastern Finance Association, vol. 55(3), pages 405-431, August.
    7. Daniel Giamouridis & Sandra Paterlini, 2010. "Regular(Ized) Hedge Fund Clones," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 33(3), pages 223-247, September.
    8. Carl Ackermann & Richard McEnally & David Ravenscraft, 1999. "The Performance of Hedge Funds: Risk, Return, and Incentives," Journal of Finance, American Finance Association, vol. 54(3), pages 833-874, June.
    9. Freed, Marc S & McMillan, Ben, 2011. "Investible benchmarks & hedge fund liquidity," MPRA Paper 32226, University Library of Munich, Germany.
    10. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    11. Duanmu, Jun & Malakhov, Alexey & McCumber, William R., 2018. "Beta Active Hedge Fund Management," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(6), pages 2525-2558, December.
    12. Marat Molyboga & Christophe L’ Ahelec, 2016. "A simulation-based methodology for evaluating hedge fund investments," Journal of Asset Management, Palgrave Macmillan, vol. 17(6), pages 434-452, October.
    13. Fung, William & Hsieh, David A, 1997. "Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 275-302.
    14. Cao, Charles & Chen, Yong & Liang, Bing & Lo, Andrew W., 2013. "Can hedge funds time market liquidity?," Journal of Financial Economics, Elsevier, vol. 109(2), pages 493-516.
    15. Chen, Yong & Liang, Bing, 2007. "Do Market Timing Hedge Funds Time the Market?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 827-856, December.
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