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NetworkChange

Bayesian Package for Network Changepoint Analysis

v1.0.0 · Jan 21, 2026 · GPL-3

Description

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. This version includes performance optimizations with vectorized MCMC operations and modern ggplot2-based visualizations with colorblind-friendly palettes.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies MCMCpack ggplot2 Rmpfr abind mvtnorm tidyr igraph qgraph network MASS RColorBrewer ggrepel rlang GGally patchwork +1 more dependencies NetworkChange

Version History

new 1.0.0 Mar 10, 2026
updated 1.0.0 ← 0.8 diff Jan 20, 2026
updated 0.8 ← 0.7 diff Mar 3, 2022
updated 0.7 ← 0.6 diff Jul 11, 2020
updated 0.6 ← 0.5 diff Feb 5, 2020
updated 0.5 ← 0.4 diff May 7, 2019
updated 0.4 ← 0.3 diff Oct 9, 2018
updated 0.3 ← 0.2 diff Aug 18, 2017
updated 0.2 ← 0.1 diff May 29, 2017
new 0.1 Mar 29, 2017