Selection of Exponential-Family Random Graph Models via Held-Out Predictive Evaluation (HOPE)

Fan Yin, Nolan Edward Phillips, Carter T. Butts

Statistical models for networks with complex dependencies pose particular challenges for model selection and evaluation. In particular, many well-established statistical tools for…