On the Geometry of Discrete Exponential Families with Application to Exponential Random Graph Models

Stephen E. Fienberg, Alessandro Rinaldo, Yi Zhou

There has been an explosion of interest in statistical models for analyzing network data, and considerable interest in the class of exponential random graph (ERG) models, especiall…