Families of Minimax Estimators of the Mean of a Multivariate Normal Distribution

Abstract

An extension of Strawderman's results yields minimax admissible estimates for the mean of a p-variate normal distribution where the known nonsingular covariance matrix is not necessarily the identity and p > 2. Minimax estimators for the case where the covariance matrix is unknown are also given.