Skip to main content
Log in

Bayes estimators whose range has convex hull of zero prior probability

  • Published:
Journal of Theoretical Probability Aims and scope Submit manuscript

Abstract

It is shown that in a general statistical decision problem Bayes procedures under convex loss can possess the following property: The induced prior measure of the convex hull of the range of the corresponding Bayes rule is equal to zero. A stronger statement holds in the case of binomial distributions.

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.

Institutional subscriptions

Similar content being viewed by others

References

  1. Brown, L., Cohen, A., and Strawderman, W. E. (1976). A complete class theorem for strict monotone ratio with applications.Ann. Statist. 4, 712–722.

    Google Scholar 

  2. Fu, J. (1985). An exponential rate of likelihood ratio estimators for location parameters.Statist. and Prob. Lett. 3, 351–356.

    Google Scholar 

  3. Karlin, S., and Shapley, L. S. (1953).Geometry of Moment Spaces. Memorandum of the Americal Mathematical Society, No. 12. American Mathematical Society, Providence.

    Google Scholar 

  4. Karlin, S., and Studden, W. J. (1966).Tchebycheff Systems with Applications in Analysis and Statistics. Interscience, New York.

    Google Scholar 

  5. Rockafellar, R. T. (1970).Convex Analysis. Princeton University Press, Princeton.

    Google Scholar 

  6. Rojo, J. (1988). Proper priors yielding linear Bayes estimators for the natural parameter of an exponential family. Manuscript.

  7. Skibinsky, M. (1986). Principal representations and canonical moment sequences for distribution on an interval.J. Math. Anal. Appl. 120, 95–118.

    Google Scholar 

  8. Skibinsky, M., and Rukhin, A. L. (1989). Admissible estimators of binomial probability and the inverse Bayes rule map.Ann. Inst. Statist. Math. 41, 699–716.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Rukhin, A.L., Skibinsky, M. Bayes estimators whose range has convex hull of zero prior probability. J Theor Probab 4, 465–474 (1991). https://doi.org/10.1007/BF01258749

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01258749

Key Words

Navigation