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Estimating and understanding exponential random graph models
14 February 2011
S. Chatterjee
P. Diaconis
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Papers citing
"Estimating and understanding exponential random graph models"
50 / 61 papers shown
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Stochastic Step-wise Feature Selection for Exponential Random Graph Models (ERGMs)
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Metastable Mixing of Markov Chains: Efficiently Sampling Low Temperature Exponential Random Graphs
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Higher-order accurate two-sample network inference and network hashing
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Actor Heterogeneity and Explained Variance in Network Models -- A Scalable Approach through Variational Approximations
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AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators
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Gesine Reinert
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07 Mar 2022
Misspecification Tests on Models of Random Graphs
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03 Feb 2022
Gradient flows on graphons: existence, convergence, continuity equations
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Signal Detection in Degree Corrected ERGMs
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Longitudinal Network Models and Permutation-Uniform Markov Chains
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A Stein Goodness of fit Test for Exponential Random Graph Models
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Atomic subgraphs and the statistical mechanics of networks
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Mixed Logit Models and Network Formation
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Central limit theorems for local network statistics
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A Complete Characterization of Projectivity for Statistical Relational Models
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Weighted directed networks with a differentially private bi-degree sequence
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Block-Approximated Exponential Random Graphs
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Florian Adriaens
Alexandru Mara
Jefrey Lijffijt
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Link prediction for egocentrically sampled networks
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Yun-Jhong Wu
Elizaveta Levina
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A note on perfect simulation for exponential random graph models
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Aurélien Garivier
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Relational Marginal Problems: Theory and Estimation
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Decomposition of mean-field Gibbs distributions into product measures
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Exponential Random Graph Models with Big Networks: Maximum Pseudolikelihood Estimation and the Parametric Bootstrap
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Exponential random graphs behave like mixtures of stochastic block models
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Renan Gross
150
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05 Jul 2017
Sparse Maximum-Entropy Random Graphs with a Given Power-Law Degree Distribution
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Large-scale estimation of random graph models with local dependence
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Xiaochen Long
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Consistent structure estimation of exponential-family random graph models with block structure
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Affiliation networks with an increasing degree sequence
Yong Zhang
Xiaodi Qian
H. Qin
T. Yan
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Concentration and consistency results for canonical and curved exponential-family models of random graphs
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Random Networks, Graphical Models, and Exchangeability
Steffen Lauritzen
Alessandro Rinaldo
Kayvan Sadeghi
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29 Jan 2017
DERGMs: Degeneracy-restricted exponential random graph models
Vishesh Karwa
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Denis Bajic
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On the Geometry and Extremal Properties of the Edge-Degeneracy Model
Nicolas Kim
Dane Wilburne
Sonja Petrović
Alessandro Rinaldo
238
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31 Jan 2016
The sample size required in importance sampling
S. Chatterjee
P. Diaconis
527
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Error Bounds for Sequential Monte Carlo Samplers for Multimodal Distributions
Daniel Paulin
Ajay Jasra
Alexandre Hoang Thiery
365
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Exponential Random Simplicial Complexes
Konstantin Zuev
Or Eisenberg
D. Krioukov
274
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17 Feb 2015
Statistical Models for Degree Distributions of Networks
Kayvan Sadeghi
Alessandro Rinaldo
178
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14 Nov 2014
Asymptotics in directed exponential random graph models with an increasing bi-degree sequence
T. Yan
Chenlei Leng
Ji Zhu
374
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06 Aug 2014
Ergodicity of Approximate MCMC Chains with Applications to Large Data Sets
Natesh S. Pillai
Aaron Smith
353
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01 May 2014
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