Variable selection in multivariate linear models with high-dimensional covariance matrix estimation

Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet +1

In this paper, we propose a novel variable selection approach in the framework of multivariate linear models taking into account the dependence that may exist between the responses…