Cross-Validation in Penalized Linear Mixed Models: Addressing Common Implementation Pitfalls

Tabitha K. Peter, Patrick J. Breheny

In this paper, we develop an implementation of cross-validation for penalized linear mixed models. While these models have been proposed for correlated high-dimensional data, the c…