Hedge Fund Performance 1990–2000: Do the “Money Machines” Really Add Value?

In this paper we investigate the claim that hedge funds offer investors a superior risk-return trade-off. We do so using a continuous time version of Dybvig’s (1988a, 1988b) payoff distribution pricing model. The evaluation model, which does not require any assumptions with regard to the return distribution of the funds in question, is applied to the monthly returns of 77 hedge funds and 13 hedge fund indices over the period May 1990 – April 2000. The results show that as a stand-alone investment hedge funds do not offer a superior risk-return profile. We find 12 indices and 72 individual funds to be inefficient, with the average efficiency loss amounting to 2.76% per annum for indices and 6.42% for individual funds. Part of the inefficiency cost of individual funds can be diversified away. Funds of funds, however, are not the preferred vehicle for this as their performance appears to suffer badly from their double fee structure. Looking at hedge funds in a portfolio context results in a marked improvement in the evaluation outcomes. Seven of the 12 hedge fund indices and 58 of the 72 individual funds classified as inefficient on a stand-alone basis are capable of producing an efficient payoff profile when mixed with the S&P 500. The best results are obtained when 10-20% of the portfolio value is invested in hedge funds.

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

[2]  Andrew W. Lo,et al.  Risk Management for Hedge Funds: Introduction and Overview , 2001 .

[3]  William N. Goetzmann,et al.  Hedge Funds with Style , 2001 .

[4]  Bing Liang,et al.  Hedge Fund Performance: 1990–1999 , 2001 .

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

[6]  Richard Bookstaber,et al.  Problems in Evaluating the Performance of Portfolios with Options , 1985 .

[7]  Anil K. Bera,et al.  A test for normality of observations and regression residuals , 1987 .

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

[9]  Vikas Agarwal,et al.  On Taking the 'Alternative' Route: Risks, Rewards, Style and Performance Persistence of Hedge Funds , 1999 .

[10]  W. Fung,et al.  The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers , 2001 .

[11]  M. David.  HARRISON, J. Michael, and KREPS, . Martingales and Arbitrage in Multiperiod Securities Markets, Journal of Economic Theory, , . , 1979 .

[12]  Phelim P. Boyle,et al.  Advances in Futures and Options Research , 1996 .

[13]  Mark L. Mitchell,et al.  Characteristics of Risk and Return in Risk Arbitrage , 2000 .

[14]  Bing Liang,et al.  Hedge Fund Performance: 1990–1999 , 2001 .

[15]  J. Cox,et al.  Optimal consumption and portfolio policies when asset prices follow a diffusion process , 1989 .

[16]  Johann deVilliers,et al.  Beyond Mean–Variance: Performance Measurement in a Nonsymmetrical World , 1999 .

[17]  Antoon Pelsser,et al.  Transaction costs and efficiency of portfolio strategies , 1996 .

[18]  Paul Söderlind,et al.  Evaluating Portfolio Performance with Stochastic Discount Factors , 2010 .

[19]  H. Leland..  Option Pricing and Replication with Transactions Costs , 1985 .

[20]  Jia He,et al.  Asset Pricing Specification Errors and Performance Evaluation , 1999 .

[21]  Stephen M. Horan.  On the Performance of Hedge Funds , 2000 .

[22]  Mikhail Chernov,et al.  A Case of Empirical Reverse Engineering: Estimation of the Pricing Kernel , 2000 .

[23]  Brett L. Robinson.  The Inefficiency Costs of Guaranteed Investment Products , 1998 .

[24]  Phil Dybvig,et al.  Inefficient Dynamic Portfolio Strategies or How to Throw Away a Million Dollars in the Stock Market , 1988 .

[25]  Vikas Agarwal,et al.  Performance Evaluation of Hedge Funds with Option-Based and Buy-and-Hold Strategies , 2000 .

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

[27]  P. Wilmott,et al.  Hedging Option Portfolios in the Presence of Transaction Costs , 2000 .

[28]  W. Sharpe.  Asset allocation , 1992 .

[29]  Mark Rubinstein,et al.  The Valuation of Uncertain Income Streams and the Pricing of Options , 1976 .

[30]  David Hsieh,et al.  Performance Characteristics of Hedge Funds and Commodity Funds: Natural vs. Spurious Biases , 2000, Journal of Financial and Quantitative Analysis.

[31]  W. Fung,et al.  Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds , 1997 .

[32]  Michael G. Sher.  Characteristics of Risk and Return in Risk Arbitrage , 2002 .

[33]  Philip H. Dybvig.  Distributional Analysis of Portfolio Choice , 1988 .

[34]  Zhiwu Chen,et al.  Portfolio Performance Measurement: Theory and Applications , 1996 .

[35]  Bing Liang.  On the Performance of Hedge Funds , 1998 .

[36]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[37]  Chris Brooks,et al.  The Statistical Properties of Hedge Fund Index Returns and Their Implications for Investors , 2001 .

[38]  Hayne E. Leland,et al.  On dynamic investment strategies , 2000 .

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

[40]  V. Agarwal,et al.  On Taking the “Alternative” Route , 2000 .

[41]  William N. Goetzmann,et al.  High Water Marks , 1998, Machinery.

[42]  Richard W. McEnally,et al.  The Performance of Hedge Funds: Risk, Return, and Incentives , 1999 .

[43]  David M. Kreps,et al.  Martingales and arbitrage in multiperiod securities markets , 1979 .

[44]  Ravi Jagannathan,et al.  A contingent claim approach to performance evaluation , 1993 .