IDEAS home Printed from https://ideas.repec.org/p/tse/wpaper/22881.html
   My bibliography  Save this paper

Nonparametric Analysis of Hedge Funds Lifetimes

Author

Listed:
  • Darolles, Serge
  • Florens, Jean-Pierre
  • Simon, Guillaume

Abstract

Most of hedge funds databases are now keeping history of dead funds in order to control biases in empirical analysis. It is then possible to use these data for the analysis of hedge funds lifetimes and survivorship. This paper proposes two nonparametric specifications of duration models. First, the single risk model is an alternative to parametric duration models used in the literature. Second, the competing risks model consider the two reasons why hedge funds stop reporting. We apply the two models to hedge funds data and compare our results to the literature. In particular, we show that a cohort effect must be considered. Moreover, the reason of the exit is a crucial information for the analysis of funds' survival as for a large part of disappearing funds, exit cannot be explained by low performance or low level of assets.

Suggested Citation

  • Darolles, Serge & Florens, Jean-Pierre & Simon, Guillaume, 2010. "Nonparametric Analysis of Hedge Funds Lifetimes," TSE Working Papers 10-174, Toulouse School of Economics (TSE).
    • Handle: RePEc:tse:wpaper:22881
    as

    Download full text from publisher

    File URL: http://www.tse-fr.eu/sites/default/files/medias/doc/wp/etrie/10-174.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lunde, Asger & Timmermann, Allan & Blake, David, 1999. "The hazards of mutual fund underperformance: A Cox regression analysis," Journal of Empirical Finance, Elsevier, vol. 6(2), pages 121-152, April.
    2. Gaurav S. Amin & Harry M. Kat, 2001. "Welcome to the Dark Side - Hedge Fund Attrition and Survivorship Bias over the period 1994-2001," ICMA Centre Discussion Papers in Finance icma-dp2002-02, Henley Business School, University of Reading, revised Jan 2002.
    3. Fung, William & Hsieh, David A., 2000. "Performance Characteristics of Hedge Funds and Commodity Funds: Natural vs. Spurious Biases," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 291-307, September.
    4. Pojarliev, Momtchil & Levich, Richard M., 2010. "Trades of the living dead: Style differences, style persistence and performance of currency fund managers," Journal of International Money and Finance, Elsevier, vol. 29(8), pages 1752-1775, December.
    5. 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.
    6. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, September.
    7. Liang, Bing, 2000. "Hedge Funds: The Living and the Dead," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 309-326, September.
    8. Brown, Stephen J & Goetzmann, William N & Ibbotson, Roger G, 1999. "Offshore Hedge Funds: Survival and Performance, 1989-95," The Journal of Business, University of Chicago Press, vol. 72(1), pages 91-117, January.
    9. Qi Li & Jeffrey Scott Racine, 2006. "Density Estimation, from Nonparametric Econometrics: Theory and Practice," Introductory Chapters, in: Nonparametric Econometrics: Theory and Practice, Princeton University Press.
    10. Stephen J. Brown & William N. Goetzmann & James Park, 2001. "Careers and Survival: Competition and Risk in the Hedge Fund and CTA Industry," Journal of Finance, American Finance Association, vol. 56(5), pages 1869-1886, October.
    11. Fabien Couderc, 2005. "Understanding Default Risk Through Nonparametric Intensity Estimation," FAME Research Paper Series rp141, International Center for Financial Asset Management and Engineering.
    12. Darryll Hendricks & Jayendu Patel & Richard Zeckhauser, 1997. "The J-Shape Of Performance Persistence Given Survivorship Bias," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 161-166, May.
    13. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355.
    14. G N Gregoriou, 2002. "Hedge fund survival lifetimes," Journal of Asset Management, Palgrave Macmillan, vol. 3(3), pages 237-252, December.
    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. Haghani, Shermineh, 2014. "Modeling hedge fund lifetimes: A dependent competing risks framework with latent exit types," Journal of Empirical Finance, Elsevier, vol. 28(C), pages 291-320.

    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. Boldron, François & Fève, Frédérique & Florens, Jean-Pierre & Panet-Amaro, C. & Valognes, C., 2010. "Econometric Models and the Evolution of Post-Offices Network," IDEI Working Papers 626, Institut d'Économie Industrielle (IDEI), Toulouse.
    2. Alex Grecu & Burton G. Malkiel & Atanu Saha, 2006. "Why Do Hedge Funds Stop Reporting Their Performance?," Working Papers 78, Princeton University, Department of Economics, Center for Economic Policy Studies..
    3. repec:pri:cepsud:124malkiel is not listed on IDEAS
    4. Alex Grecu & Burton G. Malkiel & Atanu Saha, 2006. "Why Do Hedge Funds Stop Reporting Their Performance?," Working Papers 78, Princeton University, Department of Economics, Center for Economic Policy Studies..
    5. 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.
    6. Hwang, Inchang & Xu, Simon & In, Francis & Kim, Tong Suk, 2017. "Systemic risk and cross-sectional hedge fund returns," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 109-130.
    7. Douglas Cumming & Na Dai, 2010. "A Law and Finance Analysis of Hedge Funds," Financial Management, Financial Management Association International, vol. 39(3), pages 997-1026, September.
    8. Rajna Gibson & Sébastien Gyger, 2007. "The Style Consistency of Hedge Funds," European Financial Management, European Financial Management Association, vol. 13(2), pages 287-308, March.
    9. Gregoriou, Greg N. & Sedzro, Komlan & Zhu, Joe, 2005. "Hedge fund performance appraisal using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 164(2), pages 555-571, July.
    10. Naohiko Baba & Hiromichi Goko, 2006. "Survival Analysis of Hedge Funds," Bank of Japan Working Paper Series 06-E-5, Bank of Japan.
    11. Guillermo Baquero & Marno Verbeek, 2015. "Hedge fund flows and performance streaks: How investors weigh information," ESMT Research Working Papers ESMT-15-01, ESMT European School of Management and Technology.
    12. 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.
    13. Martin Eling, 2009. "Does Hedge Fund Performance Persist? Overview and New Empirical Evidence," European Financial Management, European Financial Management Association, vol. 15(2), pages 362-401, March.
    14. Shawky, Hany A. & Dai, Na & Cumming, Douglas, 2012. "Diversification in the hedge fund industry," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 166-178.
    15. Lee, Hee Soo & Kim, Tae Yoon, 2014. "Dynamic prediction of hedge fund survival in crisis-prone financial markets," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 57-67.
    16. Gregory Connor & Lisa R. Goldberg & Robert A. Korajczyk, 2010. "Portfolio Risk Analysis," Economics Books, Princeton University Press, edition 1, number 9224.
    17. Andrew W. Lo & Mila Getmansky & Peter A. Lee, 2015. "Hedge Funds: A Dynamic Industry in Transition," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 483-577, December.
    18. George J. Jiang & Bing Liang & Huacheng Zhang, 2022. "Hedge Fund Manager Skill and Style-Shifting," Management Science, INFORMS, vol. 68(3), pages 2284-2307, March.
    19. Auer, Benjamin R. & Schuhmacher, Frank, 2013. "Performance hypothesis testing with the Sharpe ratio: The case of hedge funds," Finance Research Letters, Elsevier, vol. 10(4), pages 196-208.
    20. Bali, Turan G. & Gokcan, Suleyman & Liang, Bing, 2007. "Value at risk and the cross-section of hedge fund returns," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1135-1166, April.
    21. Benjamin R Auer, 2016. "Pure return persistence, Hurst exponents and hedge fund selection – A practical note," Journal of Asset Management, Palgrave Macmillan, vol. 17(5), pages 319-330, September.

    More about this item

    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:tse:wpaper:22881. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/tsetofr.html .

    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.