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 2019). Functions for break number detection using the approximate marginal likelihood and WAIC are also provided.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("NetworkChange")

0.5 by Jong Hee Park, 4 months ago


Browse source code at https://github.com/cran/NetworkChange


Authors: Jong Hee Park [aut,cre] , Yunkyu Sohn [aut]


Documentation:   PDF Manual  


Task views: Bayesian Inference


GPL-3 license


Imports grid, LaplacesDemon, Rmpfr, abind, mvtnorm, tidyr, sna, igraph, qgraph, network, stats, MASS, methods, RColorBrewer, reshape, ggrepel, gridExtra, rlang, GGally, ggvis

Depends on MCMCpack, ggplot2


See at CRAN