A unified approach for covariance matrix estimation under Stein loss

In this paper, we address the problem of estimating a covariance matrix of a multivariate Gaussian distribution, from a decision theoretic point of view, relative to a Stein type loss function. We investigate the case where the covariance matrix is invertible and the case when it is non–invertible i...

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Bibliographic Details
Main Authors: Haddouche, Anis M., Lu, Wei
Format: Article
Language:English
Published: Académie des sciences 2022-10-01
Series:Comptes Rendus. Mathématique
Online Access:https://comptes-rendus.academie-sciences.fr/mathematique/articles/10.5802/crmath.356/