NetworkChange: Bayesian Package for Network Changepoint Analysis

Network changepoint analysis for undirected network data. The package implements a hidden Markov network change point model (Park and Sohn (2020)). Functions for break number detection using the approximate marginal likelihood and WAIC are also provided.

Version: 0.8
Depends: R (≥ 2.10.0), MCMCpack, ggplot2
Imports: grid, Rmpfr, abind, mvtnorm, tidyr, igraph, qgraph, network, stats, MASS, methods, RColorBrewer, reshape, ggrepel, gridExtra, rlang, GGally, ggvis
Suggests: knitr, rmarkdown
Published: 2022-03-04
DOI: 10.32614/CRAN.package.NetworkChange
Author: Jong Hee Park [aut,cre], Yunkyu Sohn [aut]
Maintainer: Jong Hee Park <jongheepark at>
License: GPL-3
NeedsCompilation: no
In views: Bayesian
CRAN checks: NetworkChange results


Reference manual: NetworkChange.pdf


Package source: NetworkChange_0.8.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): NetworkChange_0.8.tgz, r-oldrel (arm64): NetworkChange_0.8.tgz, r-release (x86_64): NetworkChange_0.8.tgz, r-oldrel (x86_64): NetworkChange_0.8.tgz
Old sources: NetworkChange archive


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