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A Framework for the Comparison of Maximum Pseudo Likelihood and Maximum Likelihood Estimation of Exponential Family Random Graph Models

The statistical modeling of social network data is difficult due to the complex dependence structure of the tie variables. Statistical exponential families of distributions provide a flexible way to model such dependence. They enable the statistical characteristics of the network to be encapsulated...

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Autori principali: van Duijn, Marijtje A.J., Gile, Krista J., Handcock, Mark S.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2009
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3500576/
https://ncbi.nlm.nih.gov/pubmed/23170041
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.socnet.2008.10.003
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