Multivariate Gaussians, Semidefinite Matrix Completion, and Convex Algebraic Geometry

Bernd Sturmfels, Caroline Uhler

We study multivariate normal models that are described by linear constraints on the inverse of the covariance matrix. Maximum likelihood estimation for such models leads to the pro…