On optimality of Bayesian testimation in the normal means problem

Felix Abramovich, Vadim Grinshtein, Marianna Pensky

We consider a problem of recovering a high-dimensional vector $\mu$ observed in white noise, where the unknown vector $\mu$ is assumed to be sparse. The objective of the paper is to de…