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:
0.1.1
Depends:
R (≥ 3.5.0)
Published:
2025年10月22日
Author:
Daniel J.W. Touw
ORCID iD
[aut],
Andreas Alfons
ORCID iD
[aut, cre],
Ines Wilms
ORCID iD [aut],
Patrick J.F. Groenen
ORCID iD [ths] (PhD
advisor of Daniel J.W. Touw)
Maintainer:
Andreas Alfons <alfons at ese.eur.nl>
NeedsCompilation:
yes
Documentation:
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