Package: GOFclustering 1.0.4

Matthieu Marbac
GOFclustering: Goodness-of-Fit Testing for Model-Based Clustering
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.
Authors:
GOFclustering_1.0.4.tar.gz
GOFclustering_1.0.4.tar.gz(r-4.7-arm64)GOFclustering_1.0.4.tar.gz(r-4.7-x86_64)GOFclustering_1.0.4.tar.gz(r-4.6-arm64)GOFclustering_1.0.4.tar.gz(r-4.6-x86_64)
GOFclustering_1.0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GOFclustering/json (API)
| # Install 'GOFclustering' in R: |
| install.packages('GOFclustering', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:8e5f6ba983. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 169 | ||
| linux-devel-x86_64 | OK | 198 | ||
| source / vignettes | OK | 213 | ||
| linux-release-arm64 | OK | 177 | ||
| linux-release-x86_64 | OK | 184 | ||
| wasm-release | OK | 140 |
Exports:FitAndGOFClusterGOFClusteringGOFClusteringSpe
Dependencies:askpassbase64encbslibcachemclicommonmarkcpp11crosstalkcurldata.tabledigestdplyrevaluatefarverfastmapfontawesomefsgenericsggplot2gluegmpgoftestgtablehighrhtmltoolshtmlwidgetshttpuvhttrisobandjquerylibjsonlitekernlabknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemixtoolsmvtnormnlmeopensslotelpartitionspillarpkgconfigplotlypolynompromisespurrrR6randtoolboxrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRdpackrlangrmarkdownrngWELLS7sassscalessegmentedsetsshinysourcetoolsstringistringrsurvivalsystibbletidyrtidyselecttinytexutf8VarSelLCMvctrsviridisLitewithrxfunxtableyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a Mixture Model and Perform Goodness-of-Fit Test | FitAndGOFCluster |
| General Goodness-of-Fit Test for Posterior Probabilities | GOFClustering |
| Specific Goodness-of-Fit Test for Clustering Objects | GOFClusteringSpe |