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: 0.4
Depends: R (≥ 2.10.0), MCMCpack, ggplot2, ggvis
Imports: grid, LaplacesDemon, Rmpfr, abind, mvtnorm, tidyr, stats, MASS, methods, RColorBrewer, plyr
Published: 2018-10-10
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_0.4.tar.gz
Windows binaries: r-devel: NetworkChange_0.4.zip, r-release: NetworkChange_0.4.zip, r-oldrel: NetworkChange_0.4.zip
OS X binaries: r-release: NetworkChange_0.4.tgz, r-oldrel: NetworkChange_0.4.tgz
Old sources: NetworkChange archive

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