Goodness-of-fit for log-linear network models: Dynamic Markov bases using hypergraphs

Elizabeth Gross, Sonja Petrović, Despina Stasi

Social networks and other large sparse data sets pose significant challenges for statistical inference, as many standard statistical methods for testing model fit are not applicabl…