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oclust: Gaussian Model-Based Clustering with Outliers

Provides a function to detect and trim outliers in Gaussian mixture model-based clustering using methods described in Clark and McNicholas (2024) <doi:10.1007/s00357-024-09473-3>.

Version:1.0.0
Imports:entropy, graphics, stats, utils,mclust,mixture,dbscan,MASS,mvtnorm,progress
Suggests:testthat
Published:2025-07-08
DOI:10.32614/CRAN.package.oclust
Author:Katharine M. ClarkORCID iD [aut, cre], Paul D. McNicholasORCID iD [aut]
Maintainer:Katharine M. Clark <katclark at trentu.ca>
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:no
Materials:ChangeLog
In views:AnomalyDetection
CRAN checks:oclust results

Documentation:

Reference manual:oclust.html ,oclust.pdf

Downloads:

Package source: oclust_1.0.0.tar.gz
Windows binaries: r-devel:oclust_1.0.0.zip, r-release:oclust_1.0.0.zip, r-oldrel:oclust_1.0.0.zip
macOS binaries: r-release (arm64):oclust_1.0.0.tgz, r-oldrel (arm64):oclust_1.0.0.tgz, r-release (x86_64):oclust_1.0.0.tgz, r-oldrel (x86_64):oclust_1.0.0.tgz
Old sources: oclust archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=oclustto link to this page.


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