Asymptotic theory in network models with covariates and a growing number of node parameters

Qiuping Wang, Yuan Zhang, Ting Yan

We propose a general model that jointly characterizes degree heterogeneity and homophily in weighted, undirected networks. We present a moment estimation method using node degrees…