Multivariate Empirical Bayes and Estimation of Covariance Matrices

The authors consider the problem of estimating a covariance matrix in the standard multivariate normal situation. The loss function is one obtained naturally from the problem of estimating several normal mean vectors in an empirical Bayes situation.