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 |
|