Package: GOFclustering
Type: Package
Title: Goodness-of-Fit Testing for Model-Based Clustering
Version: 1.0.4
Authors@R: c(
    person(given = "Salima", 
           family = "El Kolei", 
           role = "aut", 
           email = "salima.el-kolei@ensai.fr"),
    person(given = "Matthieu", 
           family = "Marbac", 
           role = c("aut", "cre"), 
           email = "matthieu.marbac@univ-ubs.fr")
    )
Description: Performs goodness-of-fit tests for model-based clustering
        based on the methodology developed in
        <doi:10.48550/arXiv.2511.04206>. It implements a test statistic
        derived from empirical likelihood to verify the distribution of
        clusters in multivariate Gaussian mixtures and other latent
        class models.
License: GPL (>= 2)
Encoding: UTF-8
Depends: R (>= 4.4)
Imports: Rcpp, parallel, VarSelLCM, mixtools, goftest, partitions,
        randtoolbox, stats, mvtnorm
LinkingTo: Rcpp, RcppArmadillo
ByteCompile: true
Collate: 'GOFclustering.R' 'Bernstein.R' 'fctspsi.R' 'fctsSampler.R'
        'Indicator.R' 'RcppExports.R' 'toolsMixtools.R'
        'toolsVarSelLCM.R'
RoxygenNote: 7.3.3
NeedsCompilation: yes
Packaged: 2026-07-19 06:09:01 UTC; root
Author: Salima El Kolei [aut], Matthieu Marbac [aut, cre]
Maintainer: Matthieu Marbac <matthieu.marbac@univ-ubs.fr>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-03-21 09:40:02 UTC
RemoteUrl: https://github.com/cran/GOFclustering
RemoteRef: HEAD
RemoteSha: 8e5f6ba983de93e268e3e6dbdd3152f40fd7ebff