Obtaining the observed information matrix for the Poisson log linear model with incomplete data

Abstract

SUMMARY We consider inferences about Poisson log linear models for which only certain disjoint sums of the data are observable. We derive an explicit formula for the observed information matrix associated with the log linear parameters that is intuitively appealing and simple to evaluate.