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Universal estimators of a vector parameter (Q791240)

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scientific article; zbMATH DE number 3850262
Language Label Description Also known as
English
Universal estimators of a vector parameter
scientific article; zbMATH DE number 3850262

    Statements

    Universal estimators of a vector parameter (English)
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    1984
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    \(X_ 1,...,X_ n\) are independent and identically distributed random variables, the common distribution depending on unknown parameters \(\theta_ 1,...,\theta_ m\). The problem is to find a characterization of the distributions of \(X_ 1\) and the generalized prior densities for \((\theta_ 1,...,\theta_ m)\) for which the generalized Bayes estimator of \((\theta_ 1,...,\theta_ m)\) is the same for all loss functions in a certain class of symmetric loss functions. For the case \(m=1\) the author solved this problem in his paper Ann. Stat. 6, 1345-1351 (1978; Zbl 0392.62023). The present paper gives the solution for general m.
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    vector parameter
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    universal estimators
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    exponential family
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    functional equation of D'Alembert type
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    generalized prior densities
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    generalized Bayes estimator
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    symmetric loss functions
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    Identifiers

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