Inference for high-dimensional linear mixed-effects models: A quasi-likelihood approach

Sai Li, Tony T. Cai, Hongzhe Li

Linear mixed-effects models are widely used in analyzing clustered or repeated measures data. We propose a quasi-likelihood approach for estimation and inference of the unknown par…