Computational Statistical Methods for Social Network Models

ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks

(2015) David R. Hunter et al.   Journal of Statistical Software

A Network-based Analysis of the 1861 Hagelloch Measles Data

(2012) Chris Groendyke et al.   BIOMETRICS

Variational Bayesian inference for the Latent Position Cluster Model for network data

(2012) Michael Salter-Townshend et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Fast Inference for the Latent Space Network Model Using a Case-Control Approximate Likelihood

(2012) Adrian E. Raftery et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Improving Simulation-Based Algorithms for Fitting ERGMs

(2012) Ruth M. Hummel et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Long range search for maximum likelihood in exponential families

(2012) Saisuke Okabayashi et al.   Electronic Journal of Statistics

Exponential-family random graph models for valued networks

(2012) Pavel N. Krivitsky   Electronic Journal of Statistics

A mixed effects model for longitudinal relational and network data, with applications to international trade and conflict

(2011) Anton H. Westveld et al.   Annals of Applied Statistics

Statistical modelling of network panel data: Goodness of fit

(2011) Michael Schweinberger   BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY

Instability, Sensitivity, and Degeneracy of Discrete Exponential Families

(2011) Michael Schweinberger   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Strategies for online inference of model-based clustering in large and growing networks

(2010) Hugo Zanghi et al.   Annals of Applied Statistics

Maximum likelihood estimation for social network dynamics

(2010) Tom A. B. Snijders et al.   Annals of Applied Statistics

Discrete temporal models of social networks

(2010) Steve Hanneke et al.   Electronic Journal of Statistics

A double Metropolis–Hastings sampler for spatial models with intractable normalizing constants

(2009) Faming Liang   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

A hierarchical eigenmodel for pooled covariance estimation

(2009) Peter D. Hoff   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

On the geometry of discrete exponential families with application to exponential random graph models

(2009) Alessandro Rinaldo et al.   Electronic Journal of Statistics

Likelihood inference in exponential families and directions of recession

(2009) Charles J. Geyer   Electronic Journal of Statistics

Analysing exponential random graph (p-star) models with missing data using Bayesian data augmentation

(2009) Johan H. Koskinen et al.   Statistical Methodology

MCMC estimation for the p2 network regression model with crossed random effects

(2008) Bonne J. H. Zijlstra et al.   BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY

Goodness of Fit of Social Network Models

(2008) David R Hunter et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION