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 |
| 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 |