IDEAS home Printed from https://ideas.repec.org/p/fmg/fmgdps/dp302.html
   My bibliography  Save this paper

The Hazards of Mutual Fund Underperformance: A Cox Regression Analysis

Author

Listed:
  • Allan Timmermann
  • Asger Lunde

Abstract

This paper investigates the process determining mutual funds conditional probability of closure, i.e. their hazard function. Using a nonparmetric approach to estimate the effects of a funds age on its hazard rate, we find a distinctly nonlinear, inverse U-shaped pattern in the relationship. Hence young and very old funds are least likely to be closed down. A funds relative performance and (less significantly) the level of return in the sector in which the fund operates are also identified as important factors in the closure decision. Results from semiparametric Cox regressions aaaare compared with those from the discrete choice probit model used by Brown and Goetzmann (1995). Finally, we provide a complete summary of the fund attrition process by estimating the survivor function, indicating the proportion of funds that survive up to a given age, and we identify the effect of fund attrition on standard measure of persistence of fund performance.

Suggested Citation

  • Allan Timmermann & Asger Lunde, 1998. "The Hazards of Mutual Fund Underperformance: A Cox Regression Analysis," FMG Discussion Papers dp302, Financial Markets Group.
  • Handle: RePEc:fmg:fmgdps:dp302
    as

    Download full text from publisher

    File URL: http://www.lse.ac.uk/fmg/workingPapers/discussionPapers/fmg_pdfs/dp302.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kiefer, Nicholas M, 1988. "Economic Duration Data and Hazard Functions," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 646-679, June.
    2. Elton, Edwin J, et al, 1993. "Efficiency with Costly Information: A Reinterpretation of Evidence from Managed Portfolios," Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 1-22.
    3. Brown, Stephen J & Goetzmann, William N, 1995. "Performance Persistence," Journal of Finance, American Finance Association, vol. 50(2), pages 679-698, June.
    4. Lehmann, Bruce N & Modest, David M, 1987. "Mutual Fund Performance Evaluation: A Comparison of Benchmarks and Benchmark Comparisons," Journal of Finance, American Finance Association, vol. 42(2), pages 233-265, June.
    5. Grinblatt, Mark & Titman, Sheridan, 1992. "The Persistence of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 47(5), pages 1977-1984, December.
    6. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    7. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    8. Grinblatt, Mark & Titman, Sheridan D, 1989. "Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings," The Journal of Business, University of Chicago Press, vol. 62(3), pages 393-416, July.
    9. Malkiel, Burton G, 1995. "Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-572, June.
    10. Han, Aaron & Hausman, Jerry A, 1990. "Flexible Parametric Estimation of Duration and Competing Risk Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 1-28, January-M.
    11. Tunali, Insan & Pritchett, Jonathan B, 1997. "Cox Regression with Alternative Concepts of Waiting Time: The New Orleans Yellow Fever Epidemic of 1853," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(1), pages 1-25, Jan.-Feb..
    12. Brown, Stephen J, et al, 1992. "Survivorship Bias in Performance Studies," Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 553-580.
    13. M. K. Berkowitz & Y. Kotowitz, 1993. "Incentives and Efficiency in the Market for Management Services: A Study of Canadian Mutual Funds," Canadian Journal of Economics, Canadian Economics Association, vol. 26(4), pages 850-866, November.
    14. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    15. Hendricks, Darryll & Patel, Jayendu & Zeckhauser, Richard, 1993. "Hot Hands in Mutual Funds: Short-Run Persistence of Relative Performance, 1974-1988," Journal of Finance, American Finance Association, vol. 48(1), pages 93-130, March.
    16. Bruce N. Lehmann & David M. Modest, 1985. "Mutual Fund Performance Evaluation: A Comparison of Benchmarks and Benchmark Comparisons," NBER Working Papers 1721, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    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. Deaves, Richard, 2004. "Data-conditioning biases, performance, persistence and flows: The case of Canadian equity funds," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 673-694, March.
    2. Roberto Casarin & Andrea Piva & Loriana Pelizzon, 2008. "Italian Equity Funds: Efficiency and Performance Persistence," The IUP Journal of Financial Economics, IUP Publications, vol. 0(1), pages 7-28, March.
    3. Elton, Edwin J. & Gruber, Martin J., 2013. "Mutual Funds," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1011-1061, Elsevier.
    4. Capocci, Daniel & Hubner, Georges, 2004. "Analysis of hedge fund performance," Journal of Empirical Finance, Elsevier, vol. 11(1), pages 55-89, January.
    5. Prather, Laurie & Bertin, William J. & Henker, Thomas, 2004. "Mutual fund characteristics, managerial attributes, and fund performance," Review of Financial Economics, Elsevier, vol. 13(4), pages 305-326.
    6. Michael K. Berkowitz & Yehuda Kotowitz, 1997. "Management Compensation and the Performance of Mutual Funds," Working Papers berk-97-01, University of Toronto, Department of Economics.
    7. Dong‐Hyun Ahn & H. Henry Cao & Stéphane Chrétien, 2009. "Portfolio Performance Measurement: a No Arbitrage Bounds Approach," European Financial Management, European Financial Management Association, vol. 15(2), pages 298-339, March.
    8. Hung, Pi-Hsia & Lien, Donald & Kuo, Ming-Sin, 2020. "Window dressing in equity mutual funds," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 338-354.
    9. Mazur, Mieszko & Salganik-Shoshan, Galla & Zagonov, Maxim, 2017. "Comparing performance sensitivity of retail and institutional mutual funds’ investment flows," Finance Research Letters, Elsevier, vol. 22(C), pages 66-73.
    10. Luis Vicente & Luis Ferruz, 2005. "Performance persistence in Spanish equity funds," Applied Financial Economics, Taylor & Francis Journals, vol. 15(18), pages 1305-1313.
    11. Pendaraki, K. & Zopounidis, C. & Doumpos, M., 2005. "On the construction of mutual fund portfolios: A multicriteria methodology and an application to the Greek market of equity mutual funds," European Journal of Operational Research, Elsevier, vol. 163(2), pages 462-481, June.
    12. Fletcher, Jonathan & Forbes, David, 2002. "An exploration of the persistence of UK unit trust performance," Journal of Empirical Finance, Elsevier, vol. 9(5), pages 475-493, December.
    13. Martin Gold, 2010. "Fiduciary Finance," Books, Edward Elgar Publishing, number 13813.
    14. Ferson, Wayne E., 2013. "Investment Performance: A Review and Synthesis," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 969-1010, Elsevier.
    15. Hammouda, Amira & Saeed, Asif & Vidal, Marta & Vidal-García, Javier, 2023. "On the short-term persistence of mutual fund performance in Europe," Research in International Business and Finance, Elsevier, vol. 65(C).
    16. Babalos, Vassilios & Caporale, Guglielmo Maria & Philippas, Nikolaos, 2012. "Efficiency evaluation of Greek equity funds," Research in International Business and Finance, Elsevier, vol. 26(2), pages 317-333.
    17. Omneya Abdelsalam & Meryem Duygun & Juan Carlos Matallín-Sáez & Emili Tortosa-Ausina, 2014. "Is Ethical Money Sensitive to Past Returns? The Case of Portfolio Constraints and Persistence of Islamic and Socially Responsible Funds," Working Papers 2014/19, Economics Department, Universitat Jaume I, Castellón (Spain).
    18. ter Horst, Jenke R. & Nijman, Theo E. & Verbeek, Marno, 2001. "Eliminating look-ahead bias in evaluating persistence in mutual fund performance," Journal of Empirical Finance, Elsevier, vol. 8(4), pages 345-373, September.
    19. Anjum, Sohail & Qayyum, Unbreen & Qureshi, Madeeha Gohar, 2019. "Aggregate performance evaluation of US Equity Mutual Funds - Explaining the performance of Growth Funds vs. Value Funds," MPRA Paper 100043, University Library of Munich, Germany.
    20. Dariusz Filip, 2011. "Performance Persistence of Equity Funds in Hungary," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 5(1), March.

    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:fmg:fmgdps:dp302. 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 FMG Administration (email available below). General contact details of provider: http://www.lse.ac.uk/fmg/ .

    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.