Robust and Scalable Sure Screening of Fixed effects in Ultrahigh-dimensional Linear Mixed Models

Abhik Ghosh, Magne Thoresen

In modern applications of linear mixed models, the number of candidate fixed-effects covariates can grow exponentially with the sample size, while dependence induced by random effe…