High‐dimensional precision matrix estimation with a known graphical structure
High‐dimensional precision matrix estimation with a known graphical structure
A precision matrix is the inverse of a covariance matrix. In this paper, we study the problem of estimating the precision matrix with a known graphical structure under high‐dimensional settings. We propose a simple estimator of the precision matrix based on the connection between the known graphical structure and the …