gsbm: Estimate Parameters in the Generalized SBM (original) (raw)
Given an adjacency matrix drawn from a Generalized Stochastic 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) <doi:10.48550/arXiv.1911.13122>.
| Version: | 0.2.2 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | softImpute, RSpectra, doParallel, Matrix, foreach |
| Suggests: | knitr, rmarkdown, igraph, missSBM, RColorBrewer, combinat, testthat |
| Published: | 2022-09-20 |
| DOI: | 10.32614/CRAN.package.gsbm |
| 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, NEWS |
| CRAN checks: | gsbm results |
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