Package: clusterGGM
Type: Package
Title: Sparse Gaussian Graphical Modeling with Variable Clustering
Version: 0.1.1
Date: 2025-10-21
Depends: R (>= 3.5.0)
Imports: Rcpp (>= 1.0.9), dplyr, parallel, rlang, stats
Suggests: mvtnorm
LinkingTo: Rcpp, RcppEigen
Description: 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>).
License: GPL (>= 3)
URL: https://github.com/aalfons/clusterGGM
BugReports: https://github.com/aalfons/clusterGGM/issues
Authors@R: 
    c(person("Daniel J.W.", "Touw", role = "aut",
             comment = c(ORCID = "0000-0003-3074-5401")),
      person("Andreas", "Alfons",
             email = "alfons@ese.eur.nl",
             role = c("aut", "cre"),
             comment = c(ORCID = "0000-0002-2513-3788")),
      person("Ines", "Wilms", role = "aut",
             comment = c(ORCID = "0000-0003-3269-4601")),
      person("Patrick J.F.", "Groenen", role = "ths",
             comment = c(ORCID = "0000-0001-6683-8971",
                         "PhD advisor of Daniel J.W. Touw")))
Author: Daniel J.W. Touw [aut] (ORCID:
        <https://orcid.org/0000-0003-3074-5401>), Andreas Alfons [aut,
        cre] (ORCID: <https://orcid.org/0000-0002-2513-3788>), Ines
        Wilms [aut] (ORCID: <https://orcid.org/0000-0003-3269-4601>),
        Patrick J.F. Groenen [ths] (ORCID:
        <https://orcid.org/0000-0001-6683-8971>, PhD advisor of Daniel
        J.W. Touw)
Maintainer: Andreas Alfons <alfons@ese.eur.nl>
Encoding: UTF-8
RoxygenNote: 7.3.3
Repository: https://aalfons.r-universe.dev
Date/Publication: 2025-12-06 21:49:48 UTC
RemoteUrl: https://github.com/aalfons/clusterggm
RemoteRef: HEAD
RemoteSha: 3fd96d778b97404ef027633aef8b1f9b31efe95e
NeedsCompilation: yes
Packaged: 2026-07-04 06:31:39 UTC; root