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Teoriya Veroyatnostei i ee Primeneniya, 1975, Volume 20, Issue 2, Pages 309–331 (Mi tvp3073)  

Invariant decision procedures

G. P. Klimov, A. D. Kuz'min

Moscow
Abstract: The paper deals with statistical model of decision theory which is invariant relative to some group of transformations. The minimax property of an optimal invariant decision procedure is proved under some conditions. The problem of finding an optimal invariant decision procedure is reduced to that of minimizing a numerical function on the decision space. A connection between this problem and the concept of the conjugate (fiducial) distribution family on the parameter space is discussed. The equality between sample and conjugate densities relative to a properly chosen measure is proved. Sufficient conditions are given for the existence of an invariant minimax decision procedure.
Received: 16.10.1973
English version:
Theory of Probability and its Applications, 1976, Volume 20, Issue 2, Pages 302–322
DOI: https://doi.org/10.1137/1120035
Bibliographic databases:
Language: Russian
Citation: G. P. Klimov, A. D. Kuz'min, “Invariant decision procedures”, Teor. Veroyatnost. i Primenen., 20:2 (1975), 309–331; Theory Probab. Appl., 20:2 (1976), 302–322
Citation in format AMSBIB
\Bibitem{KliKuz75}
\by G.~P.~Klimov, A.~D.~Kuz'min
\paper Invariant decision procedures
\jour Teor. Veroyatnost. i Primenen.
\yr 1975
\vol 20
\issue 2
\pages 309--331
\mathnet{http://mi.mathnet.ru/tvp3073}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=386071}
\zmath{https://zbmath.org/?q=an:0343.62007}
\transl
\jour Theory Probab. Appl.
\yr 1976
\vol 20
\issue 2
\pages 302--322
\crossref{https://doi.org/10.1137/1120035}
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  • https://www.mathnet.ru/eng/tvp/v20/i2/p309
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