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.


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install.packages("NetworkChange")

0.3 by Jong Hee Park, a month 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 ggplot2, Rmpfr, abind, mvtnorm, grid, LaplacesDemon, MCMCpack, stats, MASS, methods, RColorBrewer, ggvis


See at CRAN