Adaptive Covariance Estimation with model selection

Rolando Biscay, Hélène Lescornel, Jean-Michel Loubes

We provide in this paper a fully adaptive penalized procedure to select a covariance among a collection of models observing i.i.d replications of the process at fixed observation p…