Non-Concave Penalization in Linear Mixed-Effects Models and Regularized Selection of Fixed Effects

Abhik Ghosh, Magne Thoresen

Mixed-effect models are very popular for analyzing data with a hierarchical structure, e.g. repeated observations within subjects in a longitudinal design, patients nested within c…