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Cumulant instrument estimators for hedge fund return models with errors in variables

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  • Fran篩s-Éric Racicot
  • Raymond Th鯲et

Abstract

We revisit the factors incorporated in asset pricing models following the recent developments in financial markets -- i.e., the rise of shadow banking and the change in the transmission channel of monetary policy. We propose two versions of the Fung and Hsieh (2004) hedge fund return model, especially an augmented market model which accounts for the new dynamics of financial markets and the procyclicality of hedge fund returns. We run these models with an innovative Hausman procedure, tackling the measurement errors embedded in the models factor loadings. Our empirical method also allows for confronting the drawbacks of the instruments used to estimate hedge fund asset pricing models.

Suggested Citation

  • Fran篩s-Éric Racicot & Raymond Th鯲et, 2014. "Cumulant instrument estimators for hedge fund return models with errors in variables," Applied Economics, Taylor & Francis Journals, vol. 46(10), pages 1134-1149, April.
    • Handle: RePEc:taf:applec:v:46:y:2014:i:10:p:1134-1149
    DOI: 10.1080/00036846.2013.868591
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    Cited by:

    1. Racicot, François-Éric & Théoret, Raymond, 2019. "Hedge fund return higher moments over the business cycle," Economic Modelling, Elsevier, vol. 78(C), pages 73-97.
    2. Naffa, Helena & Fain, Máté, 2022. "A factor approach to the performance of ESG leaders and laggards," Finance Research Letters, Elsevier, vol. 44(C).
    3. Killins, Robert N., 2020. "Firm-specific, industry-specific and macroeconomic factors of life insurers’ profitability: Evidence from Canada," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    4. Christian Calm¨¨s & Raymond Th¨¦oret, 2016. "The Asymmetric Impact of Portfolio Mix on Bank Performance over the Business Cycle: U.S. and Canadian Evidence," Review of Economics & Finance, Better Advances Press, Canada, vol. 6, pages 57-74, February.
    5. Racicot, François-Éric & Théoret, Raymond & Gregoriou, Greg N., 2021. "The response of hedge fund higher moment risk to macroeconomic and illiquidity shocks," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 289-318.
    6. Tarcisio da Graça & Robert Masson, 2016. "A structural event study for M&As: an application in corporate governance," Applied Economics, Taylor & Francis Journals, vol. 48(45), pages 4350-4365, September.
    7. Racicot, François-Éric & Théoret, Raymond, 2016. "Macroeconomic shocks, forward-looking dynamics, and the behavior of hedge funds," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 41-61.

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