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 snu.ac.kr> |
| License: | GPL-3 |
| URL: | https://github.com/jongheepark/NetworkChange |
| NeedsCompilation: | no |
| In views: | Bayesian |
| CRAN checks: | NetworkChange results |
| Reference manual: | NetworkChange.pdf |
| Package source: | NetworkChange_0.8.tar.gz |
| Windows binaries: | r-devel: NetworkChange_0.8.zip, r-release: NetworkChange_0.8.zip, r-oldrel: NetworkChange_0.8.zip |
| macOS binaries: | r-devel (arm64): NetworkChange_0.8.tgz, r-release (arm64): NetworkChange_0.8.tgz, r-oldrel (arm64): NetworkChange_0.8.tgz, r-devel (x86_64): 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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