Abstract:

In this article, the empirical Bayes (EB) estimators are constructed for the estimable functions of the parameters in partitioned normal linear model. The superiorities of the EB estimators over ordinary least-squares (LS) estimator are investigated under mean square error matrix (MSEM) criterion.

Key words: Partitioned linear model, empirical Bayes estimator, least-squares estimator, mean square error matrix