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
NeedsCompilation: yes
Packaged: 2025-10-21 17:03:36 UTC; alfons
Repository: CRAN
Date/Publication: 2025-10-22 07:40:24 UTC
Built: R 4.4.1; x86_64-apple-darwin20; 2025-10-22 10:53:15 UTC; unix
Archs: clusterGGM.so.dSYM
