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xtranat: Network Metrics Based on Random Walks

There are two new network metrics, RWC (random walk centrality) and CBET (counting betweenness). Also available are the normalized versions of those metrics. These measures of centrality and betweenness are particularly useful for the analysis of very dense weighted networks which include loops. Traditional measures do not work as well for those network characteristics. The main reference is DePaolis at al (2022) <doi:10.1007/s41109-022-00519-2>.

Version: 0.1.0
Depends: R (≥ 2.10)
Suggests: knitr, rmarkdown, igraph, kableExtra, testthat (≥ 3.0.0)
Published: 2023-03-27
DOI: 10.32614/CRAN.package.xtranat
Author: Fernando DePaolis ORCID iD [aut, cre]
Maintainer: Fernando DePaolis <fdepaolis at middlebury.edu>
BugReports: https://github.com/fdepaolis/xtranat/issues
License: GPL-3
URL: https://github.com/fdepaolis/xtranat
NeedsCompilation: no
Materials: README NEWS
CRAN checks: xtranat results

Documentation:

Reference manual: xtranat.pdf
Vignettes: xtranat

Downloads:

Package source: xtranat_0.1.0.tar.gz
Windows binaries: r-devel: xtranat_0.1.0.zip, r-release: xtranat_0.1.0.zip, r-oldrel: xtranat_0.1.0.zip
macOS binaries: r-release (arm64): xtranat_0.1.0.tgz, r-oldrel (arm64): xtranat_0.1.0.tgz, r-release (x86_64): xtranat_0.1.0.tgz, r-oldrel (x86_64): xtranat_0.1.0.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.