Bayesian Compressed Mixed-Effects Models

Sreya Sarkar, Kshitij Khare, Sanvesh Srivastava

Penalized likelihood and quasi-likelihood methods dominate inference in high-dimensional linear mixed-effects models. Sampling-based Bayesian inference is less explored due to the…