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Network histograms and universality of blockmodel approximation

In this paper we introduce the network histogram, a statistical summary of network interactions to be used as a tool for exploratory data analysis. A network histogram is obtained by fitting a stochastic blockmodel to a single observation of a network dataset. Blocks of edges play the role of histog...

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Detalhes bibliográficos
Main Authors: Olhede, Sofia C., Wolfe, Patrick J.
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4205664/
https://ncbi.nlm.nih.gov/pubmed/25275010
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1400374111
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