Empirical Bayes Predictive Density Estimation under Covariate Shift in Large Imbalanced Linear Mixed Models

Abir Sarkar, Gourab Mukherjee, Keisuke Yano

We study empirical Bayes (EB) predictive density estimation in linear mixed models (LMMs) with large number of units, which induce a high dimensional random effects space. Focusing…