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Une condition nécessaire d'admissibilité et ses conséquences sur les estimateurs à rétrécisseur de la moyenne d'un vecteur normal
Authors:Anne-Marie Fraisse  Jean-Pierre Raoult  Christian Robert  Madeleine Roy
Abstract:Considering exponential families of distributions, we estimate parameters which are not the natural parameters. We prove that the admissible estimators of these parameters are limits of Bayes estimators and can be expressed through a given functional form. An important particular case of this model pertains to the estimation of the mean of a multidimensional normal distribution when the variance is known up to a multiplicative factor. We deduce from the main result a necessry condition for the admissibility of matricial shrinkage estimators.
Keywords:Admissibility  Bayes estimators  shrinkage estimators  quadratic loss
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