Bayesian Model Selection for Exponential Random Graph Models via Adjusted Pseudolikelihoods

ABSTRACTModels with intractable likelihood functions arise in areas including network analysis and spatial statistics, especially those involving Gibbs random fields. Posterior parameter estimation...