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Crises and Hedge Fund Risk

  • Monica Billio
  • Mila Getmansky
  • Loriana Pelizzon

We study the effect of financial crises on hedge fund risk. Using a regime-switching beta model, we separate systematic and idiosyncratic components of hedge fund exposure. The systematic exposure to various risk factors is conditional on market volatility conditions. We find that in the high-volatility regime (when the market is rolling-down and is likely to be in a crisis state) most strategies are negatively and significantly exposed to the Large-Small and Credit Spread risk factors. This suggests that liquidity risk and credit risk are potentially common factors for different hedge fund strategies in the down-state of the market, when volatility is high and returns are very low. We further explore the possibility that all hedge fund strategies exhibit a high volatility regime of the idiosyncratic risk, which could be attributed to contagion among hedge fund strategies. In our sample this event happened only during the Long-Term Capital Management (LTCM) crisis of 1998. Other crises including the recent subprime mortgage crisis affected hedge funds only through systematic risk factors, and did not cause contagion among hedge funds.

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File URL: http://icfpub.som.yale.edu/publications/2561
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Paper provided by Yale School of Management in its series Yale School of Management Working Papers with number amz2561.

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Date of creation: 01 May 2008
Date of revision: 01 Oct 2009
Handle: RePEc:ysm:somwrk:amz2561
Contact details of provider: Web page: http://icf.som.yale.edu/

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