Inadmissibility of the usual estimator for the location parameters of spherically symmetric distributions (Q2641017)

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Inadmissibility of the usual estimator for the location parameters of spherically symmetric distributions
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    Inadmissibility of the usual estimator for the location parameters of spherically symmetric distributions (English)
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    1989
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    It is well-known that the usual estimator, the sample mean, for the mean of a multivariate normal distribution is inadmissible. Stein's ideas and results have been generalized and extended in two main directions, namely, to more general loss functions, and to other distributions with location parameters. Among these extensions are \textit{A. R. Cohen Brandwein} and \textit{W. E. Strawderman}'s papers [Ann. of Statist. 6, 377- 416 (1978; Zbl 0402.62019) and ibid. 8, 279-284 (1980; Zbl 0432.62008)], in which the inadmissibility of the usual estimator for the location parameters of spherically symmetric distributions and other extensions are proposed. It is desirable to shorten the proofs given by Brandwein and Strawderman, and this report is designed to achieve this goal. Besides, some minimax results are also improved.
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    minimax estimator
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    quadratic loss
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    location parameters
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    inadmissibility
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    spherically symmetric distributions
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