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stat.ME2016★ 5 cited
DERGMs: Degeneracy-restricted exponential random graph models
Vishesh Karwa, Sonja Petrović, Denis Bajić
Exponential random graph models, or ERGMs, are a flexible and general class of models for modeling dependent data. While the early literature has shown them to be powerful in captu…
stat.ME2014
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…