Bayesian variance estimation in the Gaussian sequence model with partial information on the means

Gianluca Finocchio, Johannes Schmidt-Hieber

Consider the Gaussian sequence model under the additional assumption that a fixed fraction of the means is known. We study the problem of variance estimation from a frequentist Bay…