Covariance Selection in the Linear Mixed Effect Mode

Jonathan P. Williams, Ying Lu

Abstract: This paper improves and extends the two-step penalized iterative estimation procedure for the linear mixed effect model (LMM) by explicitly penalizing the off-diagonal components of the covariance ...