NetworkChange: Bayesian Package for Network Changepoint Analysis

Network changepoint analysis for undirected network data. The package implements a hidden Markov multilinear tensor regression model (Park and Sohn, 2017, <http://jhp.snu.ac.kr/NetworkChange.pdf>). Functions for break number detection using the approximate marginal likelihood and WAIC are also provided.

Version: 0.3
Depends: R (≥ 2.10.0)
Imports: ggplot2, Rmpfr, abind, mvtnorm, grid, LaplacesDemon, MCMCpack, stats, MASS, methods, RColorBrewer, ggvis
Published: 2017-08-19
Author: Jong Hee Park [aut,cre], Yunkyu Sohn [aut]
Maintainer: Jong Hee Park <jongheepark at snu.ac.kr>
License: GPL-3
NeedsCompilation: no
In views: Bayesian
CRAN checks: NetworkChange results

Downloads:

Reference manual: NetworkChange.pdf
Package source: NetworkChange_0.3.tar.gz
Windows binaries: r-devel: NetworkChange_0.3.zip, r-release: NetworkChange_0.3.zip, r-oldrel: NetworkChange_0.3.zip
OS X El Capitan binaries: r-release: NetworkChange_0.3.tgz
OS X Mavericks binaries: r-oldrel: NetworkChange_0.3.tgz
Old sources: NetworkChange archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=NetworkChange to link to this page.