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Improving Simulation-Based Algorithms for Fitting ERGMs

Markov chain Monte Carlo methods can be used to approximate the intractable normalizing constants that arise in likelihood calculations for many exponential family random graph models for networks. However, in practice, the resulting approximations degrade as parameter values move away from the valu...

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Bibliografiske detaljer
Udgivet i:J Comput Graph Stat
Main Authors: Hummel, Ruth M., Hunter, David R., Handcock, Mark S.
Format: Artigo
Sprog:Inglês
Udgivet: 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4479216/
https://ncbi.nlm.nih.gov/pubmed/26120266
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2012.679224
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