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Time‐Varying Risk Attitude and Conditional Skewness

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  • Zhifeng Liu
  • Tingting Zhang
  • Fenghua Wen

Abstract

Much literature finds that the skewness in the return distribution is negatively correlated with the risk premium coefficient, and speculation is the reason for the skewness in the return distribution. As further research, this paper, first taking up the time‐varying property of the risk premium coefficient, proposes a GARCH‐M model with a time‐varying coefficient of the risk premium for an empirical study of the correlation between the conditional skewness in the return distribution and the time‐varying risk attitude. The empirical study indicates that the coefficient of the risk premium varies with the time, and even in a mature market the conditional skewness in the return distribution is negatively correlated with the time‐varying coefficient of the risk premium.

Suggested Citation

  • Zhifeng Liu & Tingting Zhang & Fenghua Wen, 2014. "Time‐Varying Risk Attitude and Conditional Skewness," Abstract and Applied Analysis, John Wiley & Sons, vol. 2014(1).
    • Handle: RePEc:wly:jnlaaa:v:2014:y:2014:i:1:n:174848
    DOI: 10.1155/2014/174848
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    References listed on IDEAS

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    1. Zakamouline, Valeri & Koekebakker, Steen, 2009. "Portfolio performance evaluation with generalized Sharpe ratios: Beyond the mean and variance," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1242-1254, July.
    2. Anders Ekholm & Daniel Pasternack, 2005. "The negative news threshold—An explanation for negative skewness in stock returns," The European Journal of Finance, Taylor & Francis Journals, vol. 11(6), pages 511-529.
    3. Harvey, Campbell R. & Siddique, Akhtar, 1999. "Autoregressive Conditional Skewness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(4), pages 465-487, December.
    4. Richard H. Thaler & Eric J. Johnson, 1990. "Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice," Management Science, INFORMS, vol. 36(6), pages 643-660, June.
    5. Adcock, C.J. & Shutes, K., 2005. "An analysis of skewness and skewness persistence in three emerging markets," Emerging Markets Review, Elsevier, vol. 6(4), pages 396-418, December.
    6. Canela, Miguel Angel & Collazo, Eduardo Pedreira, 2007. "Portfolio selection with skewness in emerging market industries," Emerging Markets Review, Elsevier, vol. 8(3), pages 230-250, September.
    7. Singleton, J. Clay & Wingender, John, 1986. "Skewness Persistence in Common Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(3), pages 335-341, September.
    8. Kim, Tae-Hwan & White, Halbert, 2004. "On more robust estimation of skewness and kurtosis," Finance Research Letters, Elsevier, vol. 1(1), pages 56-73, March.
    9. Albuquerque, Rui, 2009. "Skewness in Stock Returns, Periodic Cash Payouts, and Investor Heterogeneity," CEPR Discussion Papers 7573, Centre for Economic Policy Research.
    10. Paul A. Samuelson, 1970. "The Fundamental Approximation Theorem of Portfolio Analysis in terms of Means, Variances and Higher Moments," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(4), pages 537-542.
    11. Hutson, Elaine & Kearney, Colm & Lynch, Margaret, 2008. "Volume and skewness in international equity markets," Journal of Banking & Finance, Elsevier, vol. 32(7), pages 1255-1268, July.
    12. Kee-Hong Bae, 2006. "Corporate Governance and Conditional Skewness in the World's Stock Markets," The Journal of Business, University of Chicago Press, vol. 79(6), pages 2999-3028, November.
    13. Cotter, John & Hanly, Jim, 2010. "Time-varying risk aversion: An application to energy hedging," Energy Economics, Elsevier, vol. 32(2), pages 432-441, March.
    14. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    15. Lau, Hon-Shiang & Wingender, John R, 1989. "The Analytics of the Intervaling Effect on Skewness and Kurtosis of Stock Returns," The Financial Review, Eastern Finance Association, vol. 24(2), pages 215-233, May.
    16. Jondeau, Eric & Rockinger, Michael, 2003. "Testing for differences in the tails of stock-market returns," Journal of Empirical Finance, Elsevier, vol. 10(5), pages 559-581, December.
    17. Li, George, 2007. "Time-varying risk aversion and asset prices," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 243-257, January.
    18. Smith, Daniel R., 2007. "Conditional coskewness and asset pricing," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 91-119, January.
    19. Krishnamurty Muralidhar, 1993. "The Bootstrap Approach for Testing Skewness Persistence," Management Science, INFORMS, vol. 39(4), pages 487-491, April.
    20. Darrell Duffie & Jun Pan & Kenneth Singleton, 2000. "Transform Analysis and Asset Pricing for Affine Jump-Diffusions," Econometrica, Econometric Society, vol. 68(6), pages 1343-1376, November.
    21. Merton, Robert C., 1980. "On estimating the expected return on the market : An exploratory investigation," Journal of Financial Economics, Elsevier, vol. 8(4), pages 323-361, December.
    22. Fenghua Wen & Zhifeng Liu, 2009. "A Copula-Based Correlation Measure And Its Application In Chinese Stock Market," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(04), pages 787-801.
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