How Many Communities Are There?

Fast community detection by SCORE

(2015) Jiashun Jin   ANNALS OF STATISTICS

Local dependence in random graph models: characterization, properties and statistical inference

(2014) Michael Schweinberger et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Consistency of community detection in networks under degree-corrected stochastic block models

(2013) Yunpeng Zhao et al.   ANNALS OF STATISTICS

Stochastic blockmodels with a growing number of classes

(2012) D. S. Choi et al.   BIOMETRIKA

Improved Bayesian inference for the stochastic block model with application to large networks

(2012) Aaron F. McDaid et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Computational Statistical Methods for Social Network Models

(2012) David R. Hunter et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Variational Bayesian inference and complexity control for stochastic block models

(2012) P Latouche et al.   STATISTICAL MODELLING

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

Spectral clustering and the high-dimensional stochastic blockmodel

(2011) Karl Rohe et al.   ANNALS OF STATISTICS

Composite Likelihood Bayesian Information Criteria for Model Selection in High-Dimensional Data

(2011) Xin Gao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

(2011) Aurelien Decelle et al.   PHYSICAL REVIEW E

Stochastic blockmodels and community structure in networks

(2011) Brian Karrer et al.   PHYSICAL REVIEW E

On composite marginal likelihoods

(2008) Cristiano Varin   AStA-Advances in Statistical Analysis