A Structured Estimator for large Covariance Matrices in the Presence of Pairwise and Spatial Covariates

Martin Metodiev, Marie Perrot-Dockès, Sarah Ouadah +4

We consider the problem of estimating a high-dimensional covariance matrix from a small number of observations when covariates on pairs of variables are available and the variables…