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Bayesian Analysis for Exponential Random Graph Models Using the Adaptive Exchange Sampler

Exponential random graph models have been widely used in social network analysis. However, these models are extremely difficult to handle from a statistical viewpoint, because of the intractable normalizing constant and model degeneracy. In this paper, we consider a fully Bayesian analysis for expon...

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Detalhes bibliográficos
Main Authors: Jin, Ick Hoon, Yuan, Ying, Liang, Faming
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3956133/
https://ncbi.nlm.nih.gov/pubmed/24653788
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4310/SII.2013.v6.n4.a13
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