Explores some of the similarities and differences between the log-linear models approach to modeling categorical data and a marginal modeling approach. Examination of the extent to which log-linear models and marginal modeling overlap; Comparison between the family of hierarchical log-linear models to the family of hierarchical marginal models; Marginal models for sets of tables.