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GOFclustering

Goodness-of-Fit Testing for Model-Based Clustering

v1.0.4 · Mar 21, 2026 · GPL (>= 2)

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.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 21, 2026

Dependency Network

Dependencies Reverse dependencies Rcpp VarSelLCM mixtools goftest partitions randtoolbox mvtnorm GOFclustering

Version History

new 1.0.4 Mar 21, 2026