EM-Based Smooth Graphon Estimation Using Bayesian and Spline-Based Approaches

Benjamin Sischka, Göran Kauermann

This paper proposes the estimation of a smooth graphon model for network data analysis using principles of the EM algorithm. The approach considers both variability with respect to…