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Testing Asset Pricing Models in Emerging Markets: An Examination of Higher Order Co-Moments and Alternative Factor Models

Author

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  • Iqbal, Javed
  • Brooks, Robert
  • Galagedera, Don UA

Abstract

For emerging market returns there is strong evidence that the departure from normality is primarily driven by kurtosis and not skewness. This paper investigates the empirical validity of a return generating process that includes quadratic and cubic market returns as factors of pricing for an emerging market. Following Barone-Adesi et al. (2004) a multivariate test of a three-moment pricing model is developed. The empirical evidence in the market returns support the stylized facts typical for an emerging market and reveal that any return generating process that includes only a quadratic term (coskewness) may be misspecified. However comparison of higher order market return factors with Fama French factors indicates that while risk exposure to these higher order co-moments factors especially cokurtosis is important the co-moments do not possess sufficient explanatory power to render Fama French factor redundant.

Suggested Citation

  • Iqbal, Javed & Brooks, Robert & Galagedera, Don UA, 2007. "Testing Asset Pricing Models in Emerging Markets: An Examination of Higher Order Co-Moments and Alternative Factor Models," MPRA Paper 25020, University Library of Munich, Germany, revised Oct 2007.
  • Handle: RePEc:pra:mprapa:25020
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    File URL: https://mpra.ub.uni-muenchen.de/25020/1/MPRA_paper_25020.pdf
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    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Daniel Chi-Hsiou Hung & Mark Shackleton & Xinzhong Xu, 2004. "CAPM, Higher Co-moment and Factor Models of UK Stock Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(1-2), pages 87-112.
    3. Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(01), pages 33-55, March.
    4. Ross, Stephen A., 1976. "The arbitrage theory of capital asset pricing," Journal of Economic Theory, Elsevier, vol. 13(3), pages 341-360, December.
    5. Barone-Adesi, Giovanni, 1985. "Arbitrage Equilibrium with Skewed Asset Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(03), pages 299-313, September.
    6. Kathryn A. Holmes & Robert W. Faff, 2004. "Stability, Asymmetry and Seasonality of Fund Performance: An Analysis of Australian Multi-sector Managed Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(3-4), pages 539-578.
    7. Glahn, Harry R, 1969. "Some Relationships Derived from Canonical Correlation Theory," Econometrica, Econometric Society, vol. 37(2), pages 252-256, April.
    8. Scott, Robert C & Horvath, Philip A, 1980. " On the Direction of Preference for Moments of Higher Order Than the Variance," Journal of Finance, American Finance Association, vol. 35(4), pages 915-919, September.
    9. Robert F. Dittmar, 2002. "Nonlinear Pricing Kernels, Kurtosis Preference, and Evidence from the Cross Section of Equity Returns," Journal of Finance, American Finance Association, vol. 57(1), pages 369-403, February.
    10. Jobson, J. D. & Korkie, Bob, 1982. "Potential performance and tests of portfolio efficiency," Journal of Financial Economics, Elsevier, vol. 10(4), pages 433-466, December.
    11. Giovanni Barone Adesi & Patrick Gagliardini & Giovanni Urga, 2004. "Testing Asset Pricing Models With Coskewness," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 474-485, October.
    12. Hwang, Soosung & Satchell, Stephen E, 1999. "Modelling Emerging Market Risk Premia Using Higher Moments," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 4(4), pages 271-296, October.
    13. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    14. Gibbons, Michael R., 1982. "Multivariate tests of financial models : A new approach," Journal of Financial Economics, Elsevier, vol. 10(1), pages 3-27, March.
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    Cited by:

    1. Akbar, Muhammad & Nguyen, Thuy Thu, 2016. "The explanatory power of higher moment capital asset pricing model in the Karachi stock exchange," Research in International Business and Finance, Elsevier, vol. 36(C), pages 241-253.

    More about this item

    Keywords

    Higher Order Co-Moments; Asset Pricing; Emerging Markets;

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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