502 citations · 1.3k across the 19 of their papers we have counts for
4 papers · 1 filter
ergm 4: Computational Improvements
Pavel N. Krivitsky, David R. Hunter, Martina Morris +1
The ergm package supports the statistical analysis and simulation of network data. It anchors the statnet suite of packages for network analysis in R introduced in a special issue…
Likelihood-based Inference for Exponential-Family Random Graph Models via Linear Programming
Pavel N. Krivitsky, Alina R. Kuvelkar, David R. Hunter
This article discusses the problem of determining whether a given point, or set of points, lies within the convex hull of another set of points in dimensions. This problem aris…
ergm 4: New features
Pavel N. Krivitsky, David R. Hunter, Martina Morris +1
The ergm package supports the statistical analysis and simulation of network data. It anchors the statnet suite of packages for network analysis in R introduced in a special issue…
Sharing Social Network Data: Differentially Private Estimation of Exponential-Family Random Graph Models
Vishesh Karwa, Pavel N. Krivitsky, Aleksandra B. Slavković
Motivated by a real-life problem of sharing social network data that contain sensitive personal information, we propose a novel approach to release and analyze synthetic graphs in…