Existence of maximum likelihood estimates in exponential random graph models

Henry Bayly, Aditya Khanna, Kathryn Lindsey

We present a streamlined proof of the foundational result in the theory of exponential random graph models (ERGMs) that the maximum likelihood estimate exists if and only if the ta…