Exponential family random graph models

Exponential Family Random Graph Models (ERGMs) are a class of statistical models used for analyzing networks. They are particularly suitable for modeling the structure and behavior of social networks and other complex networks. ERGMs are grounded in the principles of exponential family distributions, which are a broad class of probability distributions characterized by their ability to take on various functional forms based on their sufficient statistics.