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Assessing and Valuing the Non-Linear Structure of Hedge Fund Returns

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Author Info
Antonio Diez de los Rios
René Garcia

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Abstract

Several studies have put forward the non-linear structure and option-like features of returns associated with hedge fund strategies. The authors provide a statistical methodology to test for such non-linear features with the returns on any benchmark portfolio. They estimate the portfolio of options that best approximates the returns of a given hedge fund, account for this search in the statistical testing of the contingent claim features, and test whether the identified non-linear features have a positive value. The authors find that not all categories of funds exhibit significant non-linearities, and that only a few strategies as a group provide significant value to investors. Individual funds may still provide value in an otherwise poorly performing category.

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File URL: http://www.bankofcanada.ca/en/res/wp/2006/wp06-31.pdf
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Paper provided by Bank of Canada in its series Working Papers with number 06-31.

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Length: 71 pages
Date of creation: 2006
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Handle: RePEc:bca:bocawp:06-31

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Related research
Keywords: Econometric and statistical methods; Financial institutions;

Find related papers by JEL classification:
C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General
C5 - Mathematical and Quantitative Methods - - Econometric Modeling
G1 - Financial Economics - - General Financial Markets

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Posthuma, Nolke & Sluis, Pieter Jelle van der, 2003. "A Reality Check on Hedge Funds Returns," Serie Research Memoranda 0017, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics. [Downloadable!]
  2. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November. [Downloadable!] (restricted)
    Other versions:
  3. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-30, March. [Downloadable!] (restricted)
    Other versions:
  4. Mark Mitchell, 2001. "Characteristics of Risk and Return in Risk Arbitrage," Journal of Finance, American Finance Association, vol. 56(6), pages 2135-2175, December. [Downloadable!] (restricted)
  5. Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, 06. [Downloadable!] (restricted)
  6. Henriksson, Roy D, 1984. "Market Timing and Mutual Fund Performance: An Empirical Investigation," Journal of Business, University of Chicago Press, vol. 57(1), pages 73-96, January. [Downloadable!] (restricted)
  7. Merton, Robert C, 1981. "On Market Timing and Investment Performance. I. An Equilibrium Theory of Value for Market Forecasts," Journal of Business, University of Chicago Press, vol. 54(3), pages 363-406, July. [Downloadable!] (restricted)
  8. Nicholas Chan & Mila Getmansky & Shane M. Haas & Andrew W. Lo, 2005. "Systemic Risk and Hedge Funds," NBER Working Papers 11200, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
    • 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 235-338 National Bureau of Economic Research, Inc. [Downloadable!]
  9. Fung, William & Hsieh, David A, 2001. "The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 14(2), pages 313-41.
  10. Dybvig, Philip H & Ross, Stephen A, 1985. " Differential Information and Performance Measurement Using a Security Market Line," Journal of Finance, American Finance Association, vol. 40(2), pages 383-99, June. [Downloadable!] (restricted)
  11. Glosten, L. R. & Jagannathan, R., 1994. "A contingent claim approach to performance evaluation," Journal of Empirical Finance, Elsevier, vol. 1(2), pages 133-160, January. [Downloadable!] (restricted)
    Other versions:
  12. Vikas Agarwal, 2004. "Risks and Portfolio Decisions Involving Hedge Funds," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 17(1), pages 63-98. [Downloadable!] (restricted)
  13. Admati, Anat R, et al, 1986. " On Timing and Selectivity," Journal of Finance, American Finance Association, vol. 41(3), pages 715-30, July. [Downloadable!] (restricted)
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