Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels

Vishesh Karwa, Debdeep Pati, Sonja Petrović +6

We construct Bayesian and frequentist finite-sample goodness-of-fit tests for three different variants of the stochastic blockmodel for network data. Since all of the stochastic bl…