Parameter Redundancy and the Existence of Maximum Likelihood Estimates in Log-linear Models

Serveh Sharifi Far, Michail Papathomas, Ruth King

Log-linear models are typically fitted to contingency table data to describe and identify the relationship between different categorical variables. However, the data may include ob…