Survivorship Bias and Mutual Fund Performance: Relevance, Significance, and Methodical Differences

This is the first paper systematically calculating, testing and explaining different definitions of the survivorship bias in fund performance. We document that the survival-performance-relation is stronger for small funds and we find significant under-performance of non-survivors but no significant out-performance of new funds. Survivorship bias is still a problem as well in other fields of research, e.g., in countries where survivorship bias-free data is not available and because certain methods require truncated data. This paper provides guidance on how to deal with and reduce survivorship bias in empirical studies. Copyright 2010, Oxford University Press.

[1]  Ming Huang,et al.  Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization , 2004 .

[2]  O. Scaillet,et al.  False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas , 2005 .

[3]  Marno Verbeek,et al.  Fund Liquidation, Self-Selection, and Look-Ahead Bias in the Hedge Fund Industry , 2004 .

[4]  Bing Liang.  Hedge Funds: The Living and the Dead , 2000, Journal of Financial and Quantitative Analysis.

[5]  R. Faff,et al.  Stability, Asymmetry and Seasonality of Fund Performance: An Analysis of Australian Multi-Sector Managed Funds , 2004 .

[6]  G. Hübner.  How Do Performance Measures Perform? , 2007 .

[7]  Paul Söderlind,et al.  Performance and Characteristics of Swedish Mutual Funds , 2000, Journal of Financial and Quantitative Analysis.

[8]  Gaurav S. Amin,et al.  Welcome to the Dark Side , 2001 .

[9]  J. C. Matallín‐Sáez.  Seasonality, Market Timing and Performance amongst Benchmarks and Mutual Fund Evaluation , 2006 .

[10]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[11]  Sheridan Titman,et al.  A Study of Monthly Mutual Fund Returns and Performance Evaluation Techniques , 1994, Journal of Financial and Quantitative Analysis.

[12]  Martijn Cremers,et al.  How Active is Your Fund Manager? A New Measure That Predicts Performance , 2009 .

[13]  Christopher R. Blake,et al.  Survivorship Bias and Mutual Fund Performance , 1995 .

[14]  R. ArteagaKenneth,et al.  New Equity Funds: Marketing and Performance , 1998 .

[15]  H. Oppenheimer,et al.  Anomalies in Stock Market Pricing: Problems in Return Measurements , 2006 .

[16]  Ranking of Equity Mutual Funds: The Bias in Using Survivorship Bias-Free Datasets , 2008 .

[17]  Sheridan Titman,et al.  On Persistence in Mutual Fund Performance , 1997 .

[18]  Aron A. Gottesman,et al.  Predicting Emerging Market Mutual Fund Performance , 2006 .

[19]  Aron A. Gottesman,et al.  Predicting Emerging Market Mutual Fund Performance , 2007 .

[20]  H. Zimmermann,et al.  Conditional performance evaluation for German equity mutual funds , 2009 .

[21]  Ľuboš Pástor,et al.  Investing in Equity Mutual Funds , 2001 .

[22]  R. Otten,et al.  How to Measure Mutual Fund Performance: Economic Versus Statistical Relevance , 2004 .

[23]  Marno Verbeek,et al.  Eliminating look-ahead bias in evaluating persistence in mutual fund performance , 2001 .

[24]  R. Evans.  Does *alpha really matter? Evidence from mutual fund incubation, termination and manager change , 2004 .

[25]  Gopal Kanji,et al.  100 Statistical Tests , 1994 .

[26]  Gregory Kadlec,et al.  Scale Effects in Mutual Fund Performance: The Role of Trading Costs , 2007 .

[27]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[28]  R. Otten,et al.  European Mutual Fund Performance , 2000 .

[29]  N. Jaspen.  Applied Nonparametric Statistics , 1979 .

[30]  W. Dukes,et al.  Mutual Fund Mortality, 12b‐1 Fees, And The Net Expense Ratio , 2006 .

[31]  M. McCrae,et al.  The Performance of Australian Superannuation Funds , 1983 .

[32]  Aymen Karoui,et al.  Performance and characteristics of mutual fund starts , 2008 .

[33]  R. Wermers,et al.  Momentum Investment Strategies of Mutual Funds , Performance Persistence , and Survivorship Bias , 1997 .

[34]  Xinge Zhao.  Exit Decisions in the U.S. Mutual Fund Industry , 2003 .

[35]  B. Malkiel.  Returns from Investing in Equity Mutual Funds 1971 to 1991 , 1995 .

[36]  David Blake,et al.  Mutual Fund Performance: Evidence from the UK , 1998 .

[37]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[38]  Michael Y. Hu,et al.  Mutual Fund Performance: Does Fund Size Matter? , 1999 .

[39]  Martin Eling,et al.  Does the Measure Matter in the Mutual Fund Industry? , 2008 .

[40]  R. Evans,et al.  Mutual Fund Incubation , 2010 .

[41]  David K. Musto,et al.  Mutual Fund Survivorship , 1997 .

[42]  Joshua Pollet,et al.  How Does Size Affect Mutual Fund Behavior , 2008 .

[43]  William N. Goetzmann,et al.  Offshore Hedge Funds: Survival and Performance 1989-1995 , 1997 .

[44]  Sheridan Titman,et al.  Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings , 1989 .

[45]  Richard Deaves,et al.  Data-conditioning biases, performance, persistence and flows: The case of Canadian equity funds , 2004 .

[46]  Javier Gil-Bazo,et al.  The Relation between Price and Performance in the Mutual Fund Industry , 2009 .

[47]  M. C. Jensen.  The Performance of Mutual Funds in the Period 1945-1964 , 1967 .

[48]  Eliminating lookahead bias in evaluating persistence in mutual fund performance q , 2001 .

[49]  William G. Droms,et al.  Mutual Fund Investment Performance , 1996 .

[50]  Ľuboš Pástor,et al.  Credit Suisse Asset Management , 2000 .

[51]  Christopher R. Blake,et al.  The Performance of Bond Mutual Funds , 1993 .

[52]  B. Malkiel,et al.  Hedge Funds: Risk and Return , 2005 .

[53]  Conrad S. Ciccotello,et al.  Equity fund size and growth: Implications for performance and selection , 1996 .

[54]  Federico Nardari,et al.  Does the Choice of Model or Benchmark Affect Inference in Measuring Mutual Fund Performance? , 2006 .