IDEAS home Printed from https://ideas.repec.org/p/hal/wpaper/halshs-00184470.html
   My bibliography  Save this paper

The necessity to correct hedge fund returns: empirical evidence and correction method

Author

Listed:
  • Georges Gallais-Hamonno

    (LEO - Laboratoire d'économie d'Orleans [2008-2011] - UO - Université d'Orléans - CNRS - Centre National de la Recherche Scientifique)

  • Huyen Nguyen-Thi-Thanh

    (LEO - Laboratoire d'économie d'Orleans [2008-2011] - UO - Université d'Orléans - CNRS - Centre National de la Recherche Scientifique, LR-MOS - La Rochelle - Management, Organisation & Société - CEREGE [Poitiers, La Rochelle] - Centre de recherche en gestion [EA 1722] - IAE Poitiers - Institut d'Administration des Entreprises (IAE) - Poitiers - UP - Université de Poitiers = University of Poitiers - UP - Université de Poitiers = University of Poitiers - ULR - La Rochelle Université)

Abstract

We study two principal mechanisms suggested in the literature to correct the serial correlationin hedge fund returns and the impact of this correction on financial characteristics of their returnsas well as on their risk level and on their performances. The methods of Geltner (1993), its extensionby Okunev & White (2003) and of Getmansky, Lo & Makarov (2004) are realized on a sampleof 54 hedge fund indexes. The results show that the unsmoothing leaves the mean unchangedbut increases significantly the risk level of hedge funds, whether the risk is measured in terms ofthe return standard-deviation or the modified Value-At-Risk. Funds' performances, measured bytraditional Sharpe ratio and Omega index decline considerably. By contrast, funds' rankings afterthe unsmoothing unexpectedly change slightly. However, some notable modifications in ranks ofseveral funds are observed. The necessary transparency of the management practice requires thatsuch a correction must be systematically done.

Suggested Citation

  • Georges Gallais-Hamonno & Huyen Nguyen-Thi-Thanh, 2007. "The necessity to correct hedge fund returns: empirical evidence and correction method," Working Papers halshs-00184470, HAL.
    • Handle: RePEc:hal:wpaper:halshs-00184470
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-00184470
    as

    Download full text from publisher

    File URL: https://shs.hal.science/halshs-00184470/document
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. William F. Sharpe, 1965. "Mutual Fund Performance," The Journal of Business, University of Chicago Press, vol. 39, pages 119-119.
    2. David M. Geltner, 1993. "Estimating Market Values from Appraised Values without Assuming an Efficient Market," Journal of Real Estate Research, American Real Estate Society, vol. 8(3), pages 325-346.
    3. Getmansky, Mila & Lo, Andrew W. & Makarov, Igor, 2004. "An econometric model of serial correlation and illiquidity in hedge fund returns," Journal of Financial Economics, Elsevier, vol. 74(3), pages 529-609, December.
    4. Chris Brooks & Harry. M Kat, 2001. "The Statistical Properties of Hedge Fund Index Returns," ICMA Centre Discussion Papers in Finance icma-dp2001-09, Henley Business School, University of Reading.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. M. Glawischnig & I. Seidl, 2013. "Portfolio optimization with serially correlated, skewed and fat tailed index returns," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 21(1), pages 153-176, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huyen Nguyen-Thi-Thanh & Georges Gallais-Hamonno & Thi H.V. Hoang, 2008. "Faut-il corriger les rentabilités des hedge funds?," Post-Print halshs-00106400, HAL.
    2. Jacques Pezier & Anthony White, 2006. "The Relative Merits of Investable Hedge Fund Indices and of Funds of Hedge Funds in Optimal Passive Portfolios," ICMA Centre Discussion Papers in Finance icma-dp2006-10, Henley Business School, University of Reading.
    3. ABEDALFATTAH Zuhair Al-Abedallat & FARIS Nasif AL- Shubiri, 2013. "Analysis The Determinants Of Credit Risk In Jordanian Banking: An Empirical Study," Management Research and Practice, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 5(3), pages 21-31, September.
    4. Benoît Dewaele, 2013. "Leverage and Alpha: The Case of Funds of Hedge Funds," Working Papers CEB 13-033, ULB -- Universite Libre de Bruxelles.
    5. M. Glawischnig & I. Seidl, 2013. "Portfolio optimization with serially correlated, skewed and fat tailed index returns," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 21(1), pages 153-176, January.
    6. McKenzie, Michael & Satchell, Stephen & Wongwachara, Warapong, 2014. "Converting true returns into reported returns: A general theory of linear smoothing and anti-smoothing," Journal of Empirical Finance, Elsevier, vol. 28(C), pages 215-229.
    7. Szabolcs Blazsek & Anna Downarowicz, 2013. "Forecasting hedge fund volatility: a Markov regime-switching approach," The European Journal of Finance, Taylor & Francis Journals, vol. 19(4), pages 243-275, April.
    8. Loriana Pelizzon & Monica Billio & Mila Getmansky, 2008. "Non-Parametric Analysis of Hedge Fund Returns: New Insights from High Frequency Data," Working Papers 2008_11, Department of Economics, University of Venice "Ca' Foscari".
    9. McKenzie, Michael & Satchell, Stephen & Wongwachara, Warapong, 2012. "Nonlinearity and smoothing in venture capital performance data," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 782-795.
    10. Dimson, Elroy & Spaenjers, Christophe, 2011. "Ex post: The investment performance of collectible stamps," Journal of Financial Economics, Elsevier, vol. 100(2), pages 443-458, May.
    11. Newton, David & Platanakis, Emmanouil & Stafylas, Dimitrios & Sutcliffe, Charles & Ye, Xiaoxia, 2021. "Hedge fund strategies, performance &diversification: A portfolio theory & stochastic discount factor approach," The British Accounting Review, Elsevier, vol. 53(5).
    12. Chris Brooks & Harry. M Kat, 2001. "The Statistical Properties of Hedge Fund Index Returns," ICMA Centre Discussion Papers in Finance icma-dp2001-09, Henley Business School, University of Reading.
    13. Nicholas Chan & Mila Getmansky & Shane M. Haas & Andrew W. Lo, 2007. "Systemic Risk and Hedge Funds," NBER Chapters, in: The Risks of Financial Institutions, pages 235-330, National Bureau of Economic Research, Inc.
    14. Jacques Pézier, 2007. "Maximum Certain Equivalent Excess Returns and Equivalent Preference Criteria Part I - Theory," ICMA Centre Discussion Papers in Finance icma-dp2008-05, Henley Business School, University of Reading, revised Dec 2008.
    15. Benoît Dewaele, 2013. "Portfolio Optimization for Hedge Funds through Time-Varying Coefficients," Working Papers CEB 13-032, ULB -- Universite Libre de Bruxelles.
    16. Jean‐Christophe Delfim & Martin Hoesli, 2021. "Robust desmoothed real estate returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(1), pages 75-105, March.
    17. Mark C. Hutchinson & Liam A. Gallagher, 2010. "Convertible Bond Arbitrage: Risk and Return," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(1‐2), pages 206-241, January.
    18. Platanakis, Emmanouil & Sakkas, Athanasios & Sutcliffe, Charles, 2019. "Harmful diversification: Evidence from alternative investments," The British Accounting Review, Elsevier, vol. 51(1), pages 1-23.
    19. Liam Gallagher & Mark Hutchinson & John O’Brien, 2018. "Does Convertible Arbitrage Risk Exposure Vary Through Time?," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 21(04), pages 1-25, December.
    20. Shaun A. Bond & Soosung Hwang & Gianluca Marcato, 2006. "An Analysis of Commercial Real Estate Returns: Is there a Smoothing Puzzle?," Real Estate & Planning Working Papers rep-wp2006-17, Henley Business School, University of Reading.

    More about this item

    Keywords

    Sharpe ratio; Omega index; hedge funds; smoothed returns; performance evaluation; rentabilités lissées et délissées; mesure de performance; ratio de Sharpe; indice Omega;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:wpaper:halshs-00184470. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.