Basic Models and Questions in Statistical Network Analysis

Statistical Models for Social Networks

(Annual Review of Sociology, 2011)

Social Network Evolution and Actor Oriented Models

(Mathematics & Social Sciences, 1997)

A Unified View of Generative Models for Networks: Models, Methods, Opportunities, and Challenges

(video presentation; NIPS 2014 workshop on “Networks: From Graphs to Rich Data”)

A Survey of Statistical Network Models

Book-length review (preprint; Foundations and Trends in Machine Learning, 2010)