(IAM Series No 005) Are “Market Neutral” Hedge Funds Really Market Neutral?

One can consider the concept of market neutrality for hedge funds as having breadth and depth: breadth reflects the number of market risks to which a fund is neutral, while depth reflects the completeness of the neutrality of the fund to market risks. We focus on market neutrality depth, and propose five different neutrality concepts. Mean neutrality nests the standard correlation-based definition of neutrality. Variance neutrality, Value-at-Risk neutrality and tail neutrality all relate to the neutrality of the risk of the hedge fund to market risks. Finally, complete neutrality. corresponds to independence of the fund to market risks. We suggest statistical tests for each neutrality concept, and apply the tests to a combined database of monthly market neutral hedge fund returns from the HFR and TASS hedge fund databases. We find that around one-quarter of these funds exhibit some significant exposure to market risk.

[1]  Joseph P. Romano,et al.  The stationary bootstrap , 1994 .

[2]  Robert F. Dittmar Nonlinear Pricing Kernels, Kurtosis Preference, and Evidence from the Cross Section of Equity Returns , 2002 .

[3]  Oleg Bondarenko Market Price of Variance Risk and Performance of Hedge Funds , 2004 .

[4]  Serena Ng,et al.  Testing for ARCH in the presence of a possibly misspecified conditional mean , 1999 .

[5]  W. Fung,et al.  A primer on hedge funds , 1999 .

[6]  P. Embrechts,et al.  Risk Management: Correlation and Dependence in Risk Management: Properties and Pitfalls , 2002 .

[7]  Thorsten Rheinländer Risk Management: Value at Risk and Beyond , 2003 .

[8]  Philippe Artzner,et al.  Coherent Measures of Risk , 1999 .

[9]  M. Mitchell,et al.  Characteristics of Risk and Return in Risk Arbitrage , 2000 .

[10]  Xiaotong Shen,et al.  Sieve extremum estimates for weakly dependent data , 1998 .

[11]  Bing Liang,et al.  Do Hedge Funds Have Enough Capital? A Value-at-Risk Approach , 2003 .

[12]  David A. Chapman Approximating the asset pricing kernel , 1997 .

[13]  K. Arrow Essays in the theory of risk-bearing , 1958 .

[14]  Andrew Ang,et al.  Asymmetric Correlations of Equity Portfolios , 2001 .

[15]  Miles S. Kimball,et al.  Standard Risk Aversion , 1991 .

[16]  P. Burridge,et al.  A Very Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix , 1991 .

[17]  L. Bauwens,et al.  Multivariate GARCH Models: A Survey , 2003 .

[18]  H. Joe Multivariate models and dependence concepts , 1998 .

[19]  H. White,et al.  Automatic Block-Length Selection for the Dependent Bootstrap , 2004 .

[20]  R. Litzenberger,et al.  SKEWNESS PREFERENCE AND THE VALUATION OF RISK ASSETS , 1976 .

[21]  Jay Shanken,et al.  Intertemporal asset pricing: An Empirical Investigation , 1990 .

[22]  C. Granger Investigating Causal Relations by Econometric Models and Cross-Spectral Methods , 1969 .

[23]  Bill Ravens,et al.  An Introduction to Copulas , 2000, Technometrics.

[24]  W. Sharpe Asset allocation , 1992 .

[25]  William N. Goetzmann,et al.  Careers and Survival: Competition and Risk in the Hedge Fund and Cta Industry , 2000 .

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

[27]  V. Agarwal,et al.  Risks and Portfolio Decisions Involving Hedge Funds , 2004 .

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

[29]  Clifford S. Asness,et al.  Do Hedge Funds Hedge? , 2001 .

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

[31]  William N. Goetzmann,et al.  Mutual Fund Styles , 1996 .

[32]  M. Rothschild,et al.  Increasing risk: I. A definition , 1970 .

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

[34]  Igor Makarov,et al.  An econometric model of serial correlation and illiquidity in hedge fund returns , 2004 .

[35]  V. Agarwal,et al.  Flows, Performance, and Managerial Incentives in the Hedge Fund Industry , 2003 .

[36]  Andrew J. Patton Modelling Asymmetric Exchange Rate Dependence , 2006 .

[37]  Larry G. Epstein,et al.  Increasing Generalized Correlation: A Definition and Some Economic Consequences , 1980 .

[38]  Conditional Skewness in Asset Pricing Tests , 1999 .

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

[40]  D. Andrews Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Models , 1991 .

[41]  Kee-Hong Bae,et al.  A New Approach to Measuring Financial Contagion , 2000 .

[42]  Campbell R. Harvey Time-Varying Conditional Covariances in Tests of Asset Pricing Models , 1989 .

[43]  M. Sklar Fonctions de repartition a n dimensions et leurs marges , 1959 .

[44]  A. Lo,et al.  An Econometric Analysis of Nonsynchronous Trading , 1989 .

[45]  Campbell R. Harvey,et al.  Forecasting International Equity Correlations , 1994 .

[46]  Mila Getmansky The Life Cycle of Hedge Funds: Fund Flows, Size and Performance ⁄ , 2005 .

[47]  Stephen J. Brown,et al.  Caught by the Tail: Tail Risk Neutrality and Hedge Fund Returns , 2006 .

[48]  R. Engle Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation , 1982 .

[49]  Asset-Based Style Factors for Hedge Funds , 2002 .

[50]  J. Wooldridge,et al.  A Capital Asset Pricing Model with Time-Varying Covariances , 1988, Journal of Political Economy.

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

[52]  Anil K. Bera,et al.  Efficient tests for normality, homoscedasticity and serial independence of regression residuals , 1980 .

[53]  A. Lo,et al.  Systemic Risk and Hedge Funds , 2005 .

[54]  S. S. Young,et al.  Resampling-Based Multiple Testing: Examples and Methods for p-Value Adjustment , 1993 .

[55]  S. Viswanathan,et al.  A New Approach to International Arbitrage Pricing , 1993 .

[56]  Giovanni Beliossi,et al.  Market Neutral Strategies , 2002 .

[57]  Andrew Ang,et al.  International Asset Allocation With Regime Shifts , 2002 .

[58]  F. Longin,et al.  Extreme Correlation of International Equity Markets , 2000 .

[59]  Campbell R. Harvey,et al.  Conditional Skewness in Asset Pricing Tests , 1999 .

[60]  J. Hull Options, Futures, and Other Derivatives , 1989 .