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An empirical Bayes approach to stochastic blockmodels and graphons: shrinkage estimation and model selection

The graphon (W-graph), including the stochastic block model as a special case, has been widely used in modeling and analyzing network data. Estimation of the graphon function has gained a lot of recent research interests. Most existing works focus on inference in the latent space of the model, while...

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Detalles Bibliográficos
Autores principales: Peng, Zhanhao, Zhou, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299287/
https://www.ncbi.nlm.nih.gov/pubmed/35875655
http://dx.doi.org/10.7717/peerj-cs.1006