Maximum Likelihood Estimation for Linear Gaussian Covariance Models

Piotr Zwiernik, Caroline Uhler, Donald Richards

We study parameter estimation in linear Gaussian covariance models, which are $p$-dimensional Gaussian models with linear constraints on the covariance matrix. Maximum likelihood e…