The $\beta$-model for Random Graphs --- Regression, Cramér-Rao Bounds, and Hypothesis Testing

Johan Wahlström, Isaac Skog, Patricio S. La Rosa +2

We develop a maximum-likelihood based method for regression in a setting where the dependent variable is a random graph and covariates are available on a graph-level. The model gen…