Choosing the best φ-divergence goodness-of-fit statistic in multinomial sampling for loglinear models with linear constraints

In this paper we present a simulation study to analyze the behavior of the φ-divergence test statistics in the problem of goodness-of-fit for loglinear models with linear constraints and multinomial sampling. We pay special attention to the Rényi's and Ir-divergence measures.