Package: PUGMM
Version: 0.1.2
Title: Parsimonious Ultrametric Gaussian Mixture Models
Description: Parsimonious Ultrametric Gaussian Mixture Models via
        grouped coordinate ascent (equivalent to EM) algorithm
        characterized by the inspection of hierarchical relationships
        among variables via parsimonious extended ultrametric
        covariance structures. The methodologies are described in
        Cavicchia, Vichi, Zaccaria (2024)
        <doi:10.1007/s11222-024-10405-9>, (2022)
        <doi:10.1007/s11634-021-00488-x> and (2020)
        <doi:10.1007/s11634-020-00400-z>.
Authors@R: 
    c(person("Giorgia", "Zaccaria", , "giorgia.zaccaria@unimib.it", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-9119-9104")),
    person("Carlo", "Cavicchia", , "cavicchia@ese.eur.nl", role = c("aut"), comment = c(ORCID = "0000-0003-1816-3521")),
    person("Lorenzo", "Balzotti", , "lorenzo.balzotti@uniroma1.it", role = c("aut"), comment = c(ORCID = "0000-0001-6191-9801")),
    person("Alexa A.", "Sochaniwsky", , "sochaa1@mcmaster.ca", role = c("aut"), comment = c(ORCID = "0009-0005-8043-5091")),
    person("Paul D.", "McNicholas", , "mcnicholas@math.mcmaster.ca", role = c("aut"), comment = c(ORCID = "0000-0002-2482-523X")))
Depends: R (>= 4.0)
Imports: ClusterR, doParallel, foreach, igraph, ManlyMix, MASS, Matrix,
        mclust, mcompanion, ppclust, Rcpp
License: MIT + file LICENSE
URL: https://github.com/giorgiazaccaria/PUGMM
BugReports: https://github.com/giorgiazaccaria/PUGMM/issues
LazyData: true
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Maintainer: Giorgia Zaccaria <giorgia.zaccaria@unimib.it>
NeedsCompilation: yes
LinkingTo: Rcpp
Config/pak/sysreqs: libglpk-dev libgmp3-dev libxml2-dev
Repository: https://giorgiazaccaria.r-universe.dev
Date/Publication: 2025-10-23 15:04:27 UTC
RemoteUrl: https://github.com/giorgiazaccaria/pugmm
RemoteRef: HEAD
RemoteSha: a4bc994de735172251b735e5335c552c1a7263c2
Packaged: 2026-10-07 09:55:05 UTC; root
Author: Giorgia Zaccaria [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9119-9104>),
  Carlo Cavicchia [aut] (ORCID: <https://orcid.org/0000-0003-1816-3521>),
  Lorenzo Balzotti [aut] (ORCID: <https://orcid.org/0000-0001-6191-9801>),
  Alexa A. Sochaniwsky [aut] (ORCID:
    <https://orcid.org/0009-0005-8043-5091>),
  Paul D. McNicholas [aut] (ORCID:
    <https://orcid.org/0000-0002-2482-523X>)