Empirical Bayes methods for two-way contingency tables

Abstract

An empirical Bayes method for smoothing two-way tables is presented. It is based on the use of the log linear model and a normal prior distribution. Estimation of the variance component in the prior is discussed, and two approximations are considered, one which utilizes the EM algorithm.