Key points are not available for this paper at this time.
Two simple estimators are derived here for the means of the random effect model by means of predictive sample reuse. They are applied to two sets of data in the literature and compared with several other procedures. The mixed model is also discussed.
Seymour Geisser (1974) studied this question.