Skip to main content
Log in

An Improvement of the Parameter Certainty Equivalence Method in Portfolio Selection

  • Published:
Asia-Pacific Financial Markets Aims and scope Submit manuscript

Abstract

This paper discusses an improvement of the Parameter Certainty Equivalence method in portfolio selection. Specifically, we derive methods of portfolio selection that are superior to the Parameter Certainty Equivalence method from the viewpoint of maximizing expected utility. We additionally derive such a method from the Bayesian approach.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Berger, J. O. (1976) Admissible minimax estimation of a multivariate normal mean with arbitrary quadratic loss, Ann. Stat. 4, 223-226.

    Google Scholar 

  • Berger, J. O. (1985) Statistical Decision Theory and Bayesian Analysis, Springer-Verlag.

  • Frost, P. A. and Savarino, J. E. (1986) An empirical Bayes approach to efficient portfolio selection, J. Financ. Quantitat. Anal. 21 (3), 293-305.

    Google Scholar 

  • James, W. and Stein, C. (1961) Estimation with quadratic loss. In Proc. Fourth Berkeley Symp. Math. Statist. Prob. 1, 361-379.

    Google Scholar 

  • Jorion, P. (1986) Bayes-Stein estimation for portfolio analysis, J. Financ. Quantitat. Anal. 21 (3), 279-292.

    Google Scholar 

  • Kashima, H. (2000) An application of a minimax Bayes rule to the portfolio selection problem through the Bayesian approach, Working Paper, Center for Research in Advanced Financial Technology in Tokyo Institute of Technology.

  • Lence, S. H. and Hayes, D. J. (1994) Parameter-based decision making under estimation risk: An application to futures trading, J. Finance XLIX (1), 345-357.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kashima, H. An Improvement of the Parameter Certainty Equivalence Method in Portfolio Selection. Asia-Pacific Financial Markets 8, 35–43 (2001). https://doi.org/10.1023/A:1011488924784

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1011488924784

Navigation