Matrix norm shrinkage estimators and priors

Xiao Li, Takeru Matsuda, Fumiyasu Komaki

We develop a class of minimax estimators for a normal mean matrix under the Frobenius loss, which generalizes the James--Stein and Efron--Morris estimators. It shrinks the Schatten…