Using Bayesian Variable Selection Methods to Choose Style Factors in Global Stock Return Models
This paper applies Bayesian variable selection methods from the statistics literature to give guidance in the decision to include/omit factors in a global (linear factor) stock return model. Once one has accounted for country and sector, it is possible to see which style or styles best explains current asset returns. This study does not find compelling evidence for global styles, once country and sector have been accounted for.
|Date of creation:||01 Mar 2000|
|Date of revision:|
|Publication status:||Published as: Hall, A. D., Hwang, S. and Satchell, S. E., 2002, "Using Bayesian Variable Selection Methods to Choose Style Factors in Global Stock Return Models", Journal of Banking and Finance, 26(12), 2301-2325.|
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- Smith, Michael & Kohn, Robert, 1996.
"Nonparametric regression using Bayesian variable selection,"
Journal of Econometrics,
Elsevier, vol. 75(2), pages 317-343, December.
- Smith, M. & Kohn, R., . "Nonparametric Regression using Bayesian Variable Selection," Statistics Working Paper _009, Australian Graduate School of Management.
- Eugene F. Fama & Kenneth R. French, .
"Value versus Growth: The International Evidence,"
CRSP working papers
341, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Smith, M. & Kohn, R., 1998.
"Nonparametric Seemingly Unrelated Regression,"
Monash Econometrics and Business Statistics Working Papers
7/98, Monash University, Department of Econometrics and Business Statistics.
- Kuo, G. W. & Satchell, S. E., 1998. "Global Equity Styles and Industry Effects: Portfolio Construction via Dummy Variables," Cambridge Working Papers in Economics 9807, Faculty of Economics, University of Cambridge.
- Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
- Huberman, Gur & Kandel, Shmuel & Stambaugh, Robert F, 1987. " Mimicking Portfolios and Exact Arbitrage Pricing," Journal of Finance, American Finance Association, vol. 42(1), pages 1-9, March.
- Lehmann, Bruce N. & Modest, David M., 1988. "The empirical foundations of the arbitrage pricing theory," Journal of Financial Economics, Elsevier, vol. 21(2), pages 213-254, September.
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