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NetworkChange: 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 (2020)). Functions for break number detection using the approximate marginal likelihood and WAIC are also provided. Version 1.1.0 includes high-performance C++ implementations via 'Rcpp'/'RcppArmadillo' for 5-15x faster MCMC sampling, along with modern 'ggplot2'-based visualizations with colorblind-friendly palettes.
Getting started
Browse package contents
Package details |
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| Author | Jong Hee Park [aut, cre], Yunkyu Sohn [aut] |
| Maintainer | Jong Hee Park <jongheepark@snu.ac.kr> |
| License | GPL-3 |
| Version | 1.1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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