Phi-divergences and polytomous logistic regression models: An overview

In this paper we assume that the categorical data are distributed according to a multinomial distribution whose probabilities follow a polytomous logistic regression model and we present some inferential results based on minimum φ-divergence estimators as well as φ-divergence test statistics.