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. Clark
 [aut, cre],
Paul D. McNicholas
[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 form https://CRAN.R-project.org/package=oclust to link to this page.