clusterGGM: Sparse Gaussian Graphical Modeling with Variable Clustering
Perform sparse estimation of a Gaussian graphical model (GGM) with node aggregation through variable clustering. Currently, the package implements the clusterpath estimator of the Gaussian graphical model (CGGM) (Touw, Alfons, Groenen & Wilms, 2025; <doi:10.48550/arXiv.2407.00644>).
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.9), dplyr, parallel, rlang, stats |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | mvtnorm |
| Published: | 2025-10-17 |
| DOI: | 10.32614/CRAN.package.clusterGGM |
| Author: | Daniel J.W. Touw 
[aut],
Andreas Alfons
[aut, cre],
Ines Wilms [aut],
Patrick J.F. Groenen
[ths] (PhD
advisor of Daniel J.W. Touw) |
| Maintainer: | Andreas Alfons <alfons at ese.eur.nl> |
| BugReports: | https://github.com/aalfons/clusterGGM/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/aalfons/clusterGGM |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | clusterGGM results [issues need fixing before 2025-11-01] |
Documentation:
| Reference manual: | clusterGGM.html , clusterGGM.pdf |
Downloads:
| Package source: | clusterGGM_0.1.0.tar.gz |
| Windows binaries: | r-devel: clusterGGM_0.1.0.zip, r-release: clusterGGM_0.1.0.zip, r-oldrel: clusterGGM_0.1.0.zip |
| macOS binaries: | r-release (arm64): clusterGGM_0.1.0.tgz, r-oldrel (arm64): clusterGGM_0.1.0.tgz, r-release (x86_64): clusterGGM_0.1.0.tgz, r-oldrel (x86_64): clusterGGM_0.1.0.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=clusterGGM to link to this page.