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来源类型Working Paper
规范类型报告
DOI10.3386/w9571
来源IDWorking Paper 9571
An Econometric Model of Serial Correlation and Illiquidity in Hedge Fund Returns
Mila Getmansky; Andrew W. Lo; Igor Makarov
发表日期2003-03-17
出版年2003
语种英语
摘要The returns to hedge funds and other alternative investments are often highly serially correlated in sharp contrast to the returns of more traditional investment vehicles such as long-only equity portfolios and mutual funds. In this paper, we explore several sources of such serial correlation and show that the most likely explanation is illiquidity exposure, i.e., investments in securities that are not actively traded and for which market prices are not always readily available. For portfolios of illiquid securities, reported returns will tend to be smoother than true economic returns, which will understate volatility and increase risk-adjusted performance measures such as the Sharpe ratio. We propose an econometric model of illiquidity exposure and develop estimators for the smoothing profile as well as a smoothing-adjusted Sharpe ratio. For a sample of 908 hedge funds drawn from the TASS database, we show that our estimated smoothing coefficients vary considerably across hedge-fund style categories and may be a useful proxy for quantifying illiquidity exposure.
主题Macroeconomics ; Monetary Policy
URLhttps://www.nber.org/papers/w9571
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/567193
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Mila Getmansky,Andrew W. Lo,Igor Makarov. An Econometric Model of Serial Correlation and Illiquidity in Hedge Fund Returns. 2003.
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