141 citations · 563 across the 41 of their papers we have counts for
Showing 2017 · stat.MEShow all
3 papers · 2 filters
stat.ME2017★ 3 cited
Baseline Mixture Models for Social Networks
Carter T. Butts
Continuous mixtures of distributions are widely employed in the statistical literature as models for phenomena with highly divergent outcomes; in particular, many familiar heavy-ta…
stat.ME2017★ 49 cited
A Relational Event Approach to Modeling Behavioral Dynamics
Carter T. Butts, Christopher Steven Marcum
This chapter provides an introduction to the analysis of relational event data (i.e., actions, interactions, or other events involving multiple actors that occur over time) within…
stat.ME2017★ 81 cited
Exponential-Family Models of Random Graphs: Inference in Finite-, Super-, and Infinite Population Scenarios
Michael Schweinberger, Pavel N. Krivitsky, Carter T. Butts +1
Exponential-family Random Graph Models (ERGMs) constitute a large statistical framework for modeling sparse and dense random graphs, short- and long-tailed degree distributions, co…