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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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Vydáno v:Comput Stat Data Anal
Hlavní autoři: Babkin, Sergii, Stewart, Jonathan R., Long, Xiaochen, Schweinberger, Michael
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier B.V. 2020
Témata:
On-line přístup: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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