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 |