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Large-scale estimation of random graph models with local dependence

A class of random graph models is considered, combining features of exponential-family models and latent structure models, with the goal of retaining the strengths of both of them while reducing the weaknesses of each of them. An open problem is how to estimate such models from large networks. A nov...

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Detalhes bibliográficos
Publicado no:Comput Stat Data Anal
Main Authors: Babkin, Sergii, Stewart, Jonathan R., Long, Xiaochen, Schweinberger, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier B.V. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7282802/
https://ncbi.nlm.nih.gov/pubmed/32834264
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2020.107029
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