NetworkChange: Bayesian Package for Network Changepoint Analysis (original) (raw)
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 |
| License: | GPL-3 |
| URL: | https://github.com/jongheepark/NetworkChange |
| NeedsCompilation: | no |
| In views: | Bayesian |
| CRAN checks: | NetworkChange results |
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