Pearson chi-square estimator and test for log-linear models with expected frequencies subject to linear constraints

Abstract

The minimum Pearson chi-square estimator and test are defined for multinomial log-linear models with expected frequencies subject to linear constraints. The minimum Pearson chi-square estimate defined here yields predicted cell frequency estimates that, unlike the maximum likelihood estimates, minimize the popular Pearson chi-square test statistic.