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On the minimax decision rules in ranking problems

Author

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  • Bansal, Naveen K.
  • Misra, Neeraj
  • van der Meulen, Edward C.

Abstract

For the risk measured by the probability of an incorrect decision and under mild assumptions on underlying distributions, the minimax value for a general ranking problem is obtained. A necessary condition for the minimaxity is also derived. Consequently, the minimaxity of natural decision rules, for location and scale probability models, is proved. Minimaxity of natural decision rules for elliptically symmetric distributions is also studied.

Suggested Citation

  • Bansal, Naveen K. & Misra, Neeraj & van der Meulen, Edward C., 1997. "On the minimax decision rules in ranking problems," Statistics & Probability Letters, Elsevier, vol. 34(2), pages 179-186, June.
  • Handle: RePEc:eee:stapro:v:34:y:1997:i:2:p:179-186
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    References listed on IDEAS

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    1. Misra Neeraj & Dhariyal Ishwari D., 1994. "Non-Minimaxity Of Natural Decision Rules Under Heteroscedasticity," Statistics & Risk Modeling, De Gruyter, vol. 12(1), pages 79-90, January.
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    Cited by:

    1. Bansal Naveen K., 2007. "Decision theoretic Bayesian hypothesis testing with the selection goal," Statistics & Risk Modeling, De Gruyter, vol. 25(1/2007), pages 1-21, January.

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