Hierarchical Bayesian Estimation of Covariance Matrices

Daniel Xiang, Malgorzata Bogdan, Jonas Wallin +1

We develop a hierarchical Bayesian framework for covariance matrix estimation built on a key observation: while equivariance under the full general linear group GL(p) is well known…