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Vikas Agarwal, Narayan Y. Naik, Risks and Portfolio Decisions Involving Hedge Funds, The Review of Financial Studies, Volume 17, Issue 1, January 2004, Pages 63–98, https://doi.org/10.1093/rfs/hhg044
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Abstract
This article characterizes the systematic risk exposures of hedge funds using buy-and-hold and option-based strategies. Our results show that a large number of equity-oriented hedge fund strategies exhibit payoffs resembling a short position in a put option on the market index and therefore bear significant left-tail risk, risk that is ignored by the commonly used mean-variance framework. Using a mean-conditional value-at-risk framework, we demonstrate the extent to which the mean-variance framework underestimates the tail risk. Finally, working with the systematic risk exposures of hedge funds, we show that their recent performance appears significantly better than their long-run performance.