gsbm: Estimate Parameters in the Generalized SBM

Given an adjacency matrix drawn from a Generalized Stochatsic Block Model with missing observations, this package robustly estimates the probabilities of connection between nodes and detects outliers nodes, as describes in Gaucher, Klopp and Robin (2019) <arXiv:1911.13122>.

Version: 0.1.0
Depends: R (≥ 3.5.0)
Imports: softImpute
Suggests: knitr, rmarkdown, igraph, missSBM, RColorBrewer, Matrix
Published: 2020-02-28
Author: Genevieve Robin [aut], Solenne Gaucher [aut, cre]
Maintainer: Solenne Gaucher <solenne.gaucher at math.u-psud.fr>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: gsbm results

Downloads:

Reference manual: gsbm.pdf
Vignettes: blogosphere
les_miserables
Package source: gsbm_0.1.0.tar.gz
Windows binaries: r-devel: gsbm_0.1.0.zip, r-devel-gcc8: gsbm_0.1.0.zip, r-release: gsbm_0.1.0.zip, r-oldrel: gsbm_0.1.0.zip
OS X binaries: r-release: gsbm_0.1.0.tgz, r-oldrel: gsbm_0.1.0.tgz

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