Core Shrinkage Covariance Estimation for Matrix-variate Data

Peter Hoff, Andrew McCormack, Anru R. Zhang

A separable covariance model for a random matrix provides a parsimonious description of the covariances among the rows and among the columns of the matrix, and permits likelihood-b…