A Sparse Beta Regression Model for Network Analysis

Stefan Stein, Rui Feng, Chenlei Leng

For statistical analysis of network data, the $\beta$-model has emerged as a useful tool, thanks to its flexibility in incorporating nodewise heterogeneity and theoretical tractability…