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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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Détails bibliographiques
Publié dans:Comput Stat Data Anal
Auteurs principaux: Babkin, Sergii, Stewart, Jonathan R., Long, Xiaochen, Schweinberger, Michael
Format: Artigo
Langue:Inglês
Publié: Elsevier B.V. 2020
Sujets:
Accès en ligne: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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