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GoodFitSBM: Monte Carlo Goodness-of-Fit Tests for Stochastic Block Models

Performing goodness-of-fit tests for stochastic block models used to fit network data. Among the three variants discussed in Karwa et al. (2023) <doi:10.1093/jrsssb/qkad084>, goodness-of-fit test has been performed for the Erdos-Renyi (ER) and Beta versions.

Version: 0.0.1
Depends: R (≥ 2.10)
Imports: stats, igraph, utils, irlba
Published: 2024-02-23
DOI: 10.32614/CRAN.package.GoodFitSBM
Author: Soham Ghosh [aut, cre], Somjit Roy [aut], Debdeep Pati [aut]
Maintainer: Soham Ghosh <sohamghosh at tamu.edu>
BugReports: https://github.com/Roy-SR-007/GoodFitSBM/issues
License: GPL (≥ 3)
URL: https://github.com/Roy-SR-007/GoodFitSBM
NeedsCompilation: no
Materials: README NEWS
CRAN checks: GoodFitSBM results

Documentation:

Reference manual: GoodFitSBM.pdf

Downloads:

Package source: GoodFitSBM_0.0.1.tar.gz
Windows binaries: r-devel: GoodFitSBM_0.0.1.zip, r-release: GoodFitSBM_0.0.1.zip, r-oldrel: GoodFitSBM_0.0.1.zip
macOS binaries: r-release (arm64): GoodFitSBM_0.0.1.tgz, r-oldrel (arm64): GoodFitSBM_0.0.1.tgz, r-release (x86_64): GoodFitSBM_0.0.1.tgz, r-oldrel (x86_64): GoodFitSBM_0.0.1.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.