Predicting Random Effects: Empirical Bayes, BLUP, and Shrinkage

In this chapterwhat it means to estimate a random effect; Bayes' theorem and the empirical Bayes estimator; Henderson's mixed-model equations and BLUP; shrinkage; the effects of the number and size of clusters; uses of the estimates, including rankings; the normality assumption; software.