Cargando...

Stochastic blockmodels with a growing number of classes

We present asymptotic and finite-sample results on the use of stochastic blockmodels for the analysis of network data. We show that the fraction of misclassified network nodes converges in probability to zero under maximum likelihood fitting when the number of classes is allowed to grow as the root...

Descrición completa

Gardado en:
Detalles Bibliográficos
Main Authors: Choi, D. S., Wolfe, P. J., Airoldi, E. M.
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2012
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3635708/
https://ncbi.nlm.nih.gov/pubmed/23843660
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asr053
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!