373 citations · 422 across the 24 of their papers we have counts for
3 papers · 1 filter
Goodness of fit for log-linear ERGMs
Elizabeth Gross, Sonja Petrović, Despina Stasi
Many popular models from the networks literature can be viewed through a common lens of contingency tables on network dyads, resulting in \emph{log-linear ERGMs}: exponential famil…
Algebraic statistics, tables, and networks: The Fienberg advantage
Elizabeth Gross, Vishesh Karwa, Sonja Petrović
Stephen Fienberg's affinity for contingency table problems and reinterpreting models with a fresh look gave rise to a new approach for hypothesis testing of network models that are…
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…