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.
| Version: | 1.0.4 |
| Depends: | R (≥ 4.4) |
| Imports: | Rcpp, parallel, VarSelLCM, mixtools, goftest, partitions, randtoolbox, stats, mvtnorm |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2026-03-21 |
| DOI: | 10.32614/CRAN.package.GOFclustering |
| Author: | Salima El Kolei [aut], Matthieu Marbac [aut, cre] |
| Maintainer: | Matthieu Marbac <matthieu.marbac at univ-ubs.fr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | GOFclustering results |
| Reference manual: | GOFclustering.html , GOFclustering.pdf |
| Package source: | GOFclustering_1.0.4.tar.gz |
| Windows binaries: | r-devel: GOFclustering_1.0.4.zip, r-release: GOFclustering_1.0.4.zip, r-oldrel: GOFclustering_1.0.4.zip |
| macOS binaries: | r-release (arm64): GOFclustering_1.0.4.tgz, r-oldrel (arm64): GOFclustering_1.0.4.tgz, r-release (x86_64): GOFclustering_1.0.4.tgz, r-oldrel (x86_64): GOFclustering_1.0.4.tgz |
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