Fixed effects Selection in high dimensional Linear Mixed Models

Florian Rohart, Magali San-Cristobal, Béatrice Laurent

We consider linear mixed models in which the observations are grouped. A L1-penalization on the fixed effects coefficients of the log-likelihood obtained by considering the random…