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Is There Hedge Fund Contagion?

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  • Boyson, Nicole

    (Northeastern U)

  • Stahel, Christof

    (George Mason U)

  • Stulz, Rene

    (Ohio State U)

Abstract

Calling contagion the dependence in the probability of occurrence of extreme returns across different hedge fund styles and asset classes that cannot be explained by correlation, we find no systematic evidence of contagion between monthly returns on eight hedge fund styles and equity, bond, and currency markets. In contrast, the average probability that a style index has a return in the lower 10% tail increases from 1.67% to 39.92% as the number of other styles indices with a return in the lower 10% tail increases from 0 to 7. To explain this strong evidence of contagion across hedge fund styles, we investigate how the intensity of contagion depends on various proxies for funding liquidity and asset liquidity. We find that hedge fund contagion is magnified when prime brokerage firms have poor performance (which we would expect to affect hedge fund funding liquidity adversely) and when asset market liquidity is low. Commodity Trading Advisors (CTAs) are not subject to hedge fund contagion.

Suggested Citation

  • Boyson, Nicole & Stahel, Christof & Stulz, Rene, 2008. "Is There Hedge Fund Contagion?," Working Papers 08-2, University of Pennsylvania, Wharton School, Weiss Center.
  • Handle: RePEc:ecl:upafin:08-2
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    1. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. Getmansky, Mila & Lo, Andrew W. & Makarov, Igor, 2004. "An econometric model of serial correlation and illiquidity in hedge fund returns," Journal of Financial Economics, Elsevier, vol. 74(3), pages 529-609, December.
    3. Eichengreen, Barry & Rose, Andrew K & Wyplosz, Charles, 1996. "Contagious Currency Crises," CEPR Discussion Papers 1453, C.E.P.R. Discussion Papers.
    4. Taimur Baig & Ilan Goldfajn, 2002. "Monetary Policy in the Aftermath of Currency Crises: The Case of Asia," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 92-112, February.
    5. repec:bla:scandj:v:98:y:1996:i:4:p:463-84 is not listed on IDEAS
    6. Mark Mitchell & Todd Pulvino, 2001. "Characteristics of Risk and Return in Risk Arbitrage," Journal of Finance, American Finance Association, vol. 56(6), pages 2135-2175, December.
    7. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    8. Maddala,G. S., 1986. "Limited-Dependent and Qualitative Variables in Econometrics," Cambridge Books, Cambridge University Press, number 9780521338257, September.
    9. Vikas Agarwal, 2004. "Risks and Portfolio Decisions Involving Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 63-98.
    10. De Bandt, Olivier & Hartmann, Philipp, 2000. "Systemic risk: A survey," Working Paper Series 35, European Central Bank.
    11. Capocci, Daniel & Hubner, Georges, 2004. "Analysis of hedge fund performance," Journal of Empirical Finance, Elsevier, vol. 11(1), pages 55-89, January.
    12. repec:bla:intfin:v:4:y:2001:i:2:p:161-87 is not listed on IDEAS
    13. Billio, Monica & Getmansky, Mila & Pelizzon, Loriana, 2012. "Dynamic risk exposures in hedge funds," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3517-3532.
    14. Stephen J. Brown & William N. Goetzmann & Roger G. Ibbotson, 1997. "Offshore Hedge Funds: Survival and Performance 1989-1995," NBER Working Papers 5909, National Bureau of Economic Research, Inc.
    15. Tobias Adrian & Michael J. Fleming, 2005. "What financing data reveal about dealer leverage," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 11(Mar).
    16. Kee-Hong Bae & G. Andrew Karolyi & René M. Stulz, 2003. "A New Approach to Measuring Financial Contagion," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 717-763, July.
    17. Gaurav Amin & Harry. M Kat, 2002. "Stocks, Bond and Hedge Funds: Not a Free Lunch," ICMA Centre Discussion Papers in Finance icma-dp2002-11, Henley Business School, University of Reading.
    18. Tarun Chordia & Asani Sarkar & Avanidhar Subrahmanyam, 2003. "An empirical analysis of stock and bond market liquidity," Staff Reports 164, Federal Reserve Bank of New York.
    19. Fung, William & Hsieh, David A., 1999. "A primer on hedge funds," Journal of Empirical Finance, Elsevier, vol. 6(3), pages 309-331, September.
    20. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    21. Rodrigo Cifuentes & Hyun Song Shin & Gianluigi Ferrucci, 2005. "Liquidity Risk and Contagion," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 556-566, 04/05.
    22. Mardi Dungey & Renee Fry & Brenda Gonzalez-Hermosillo & Vance Martin, 2005. "Empirical modelling of contagion: a review of methodologies," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 9-24.
    23. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    24. Benjamin E. Hermalin & Michael S. Weisbach, 1988. "The Determinants of Board Composition," RAND Journal of Economics, The RAND Corporation, vol. 19(4), pages 589-606, Winter.
    25. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
    26. Nicholas Chan & Mila Getmansky & Shane M. Haas & Andrew W. Lo, 2007. "Systemic Risk and Hedge Funds," NBER Chapters, in: The Risks of Financial Institutions, pages 235-330, National Bureau of Economic Research, Inc.
    27. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    28. Helyette Geman & Cécile Kharoubi, 2003. "Hedge Funds Revisited : Distributional Characteristics, Dependence Structure and Diversification," Post-Print halshs-00144363, HAL.
    29. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    30. François Longin & Bruno Solnik, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, April.
    31. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    32. repec:bla:intfin:v:6:y:2003:i:2:p:179-99 is not listed on IDEAS
    33. Fung, William & Hsieh, David A, 2001. "The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 313-341.
    34. John Kambhu, 2006. "Trading risk, market liquidity, and convergence trading in the interest rate swap spread," Economic Policy Review, Federal Reserve Bank of New York, vol. 12(May), pages 1-13.
    35. Carl Ackermann & Richard McEnally & David Ravenscraft, 1999. "The Performance of Hedge Funds: Risk, Return, and Incentives," Journal of Finance, American Finance Association, vol. 54(3), pages 833-874, June.
    36. Richard A. Brealey & Evi Kaplanis, 2001. "Hedge Funds and Financial Stability: An Analysis of their Factor Exposures," International Finance, Wiley Blackwell, vol. 4(2), pages 161-187.
    37. G. Andrew Karolyi, 2003. "Does International Financial Contagion Really Exist?," International Finance, Wiley Blackwell, vol. 6(2), pages 179-199, July.
    38. Fung, William & Hsieh, David A, 1997. "Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 275-302.
    39. Tarun Chordia, 2005. "An Empirical Analysis of Stock and Bond Market Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 85-129.
    40. repec:dau:papers:123456789/1385 is not listed on IDEAS
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    Cited by:

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    2. Fan Yang & Tomas Havranek & Zuzana Irsova & Jiri Novak, 2022. "Hedge Fund Performance: A Quantitative Survey," Working Papers IES 2022/15, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Jun 2022.
    3. Hee Soo Lee & Tae Yoon Kim, 2018. "Hedge Fund Styles and their Contagion from the Equity Market," International Review of Finance, International Review of Finance Ltd., vol. 18(1), pages 91-112, March.
    4. Tobias Adrian & Markus K. Brunnermeier, 2016. "CoVaR," American Economic Review, American Economic Association, vol. 106(7), pages 1705-1741, July.
      • Tobias Adrian & Markus K. Brunnermeier, 2008. "CoVaR," Staff Reports 348, Federal Reserve Bank of New York.
      • Tobias Adrian & Markus K. Brunnermeier, 2011. "CoVaR," NBER Working Papers 17454, National Bureau of Economic Research, Inc.
    5. René M. Stulz, 2007. "Hedge Funds: Past, Present, and Future," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 175-194, Spring.
    6. Ying Li & Hossein Kazemi, 2007. "Conditional Properties of Hedge Funds: Evidence from Daily Returns," European Financial Management, European Financial Management Association, vol. 13(2), pages 211-238, March.
    7. Gregoriou, Greg N. & Racicot, François-Éric & Théoret, Raymond, 2021. "The response of hedge fund tail risk to macroeconomic shocks: A nonlinear VAR approach," Economic Modelling, Elsevier, vol. 94(C), pages 843-872.
    8. Matteo Cominetta, 2016. "Financial Contagion: A New Perspective (and a New Test)," Working Papers 12, European Stability Mechanism.
    9. Michel Aglietta & Sandra Rigot, 2008. "The regulation of hedge funds under the prism of the financial crisis," EconomiX Working Papers 2008-20, University of Paris Nanterre, EconomiX.
    10. Michel Aglietta & Sandra Rigot, 2008. "The regulation of hedge funds under the prism of the financial crisis," Working Papers hal-04140739, HAL.
    11. Yao Zheng & Eric Osmer, 2018. "The Relationship between Hedge Fund Performance and Stock Market Sentiment," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 21(03), pages 1-29, September.
    12. Bank for International Settlements, 2007. "Institutional investors, global savings and asset allocation," CGFS Papers, Bank for International Settlements, number 27, december.

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    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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