ICSOutlier: Outlier Detection Using Invariant Coordinate Selection
Multivariate outlier detection is performed using invariant coordinates where the package offers different methods to choose the appropriate components. ICS is a general multivariate technique with many applications in multivariate analysis. ICSOutlier offers a selection of functions for automated detection of outliers in the data based on a fitted ICS object or by specifying the dataset and the scatters of interest. The current implementation targets data sets with only a small percentage of outliers.
| Version: | 0.4-0 |
| Depends: | R (≥ 3.0.0), methods, ICS (≥ 1.4-0), moments |
| Imports: | graphics, grDevices, mvtnorm, parallel |
| Suggests: | ICSClust, REPPlab, testthat (≥ 3.0.0) |
| Published: | 2023-12-13 |
| DOI: | 10.32614/CRAN.package.ICSOutlier |
| Author: | Klaus Nordhausen 
[aut, cre],
Aurore Archimbaud
[aut],
Anne Ruiz-Gazen
[aut] |
| Maintainer: | Klaus Nordhausen <klausnordhausenR at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Citation: | ICSOutlier citation info |
| Materials: | NEWS |
| CRAN checks: | ICSOutlier results |
Documentation:
| Reference manual: | ICSOutlier.pdf |
Downloads:
| Package source: | ICSOutlier_0.4-0.tar.gz |
| Windows binaries: | r-devel: ICSOutlier_0.4-0.zip, r-release: ICSOutlier_0.4-0.zip, r-oldrel: ICSOutlier_0.4-0.zip |
| macOS binaries: | r-devel (arm64): ICSOutlier_0.4-0.tgz, r-release (arm64): ICSOutlier_0.4-0.tgz, r-oldrel (arm64): ICSOutlier_0.4-0.tgz, r-devel (x86_64): ICSOutlier_0.4-0.tgz, r-release (x86_64): ICSOutlier_0.4-0.tgz, r-oldrel (x86_64): ICSOutlier_0.4-0.tgz |
| Old sources: | ICSOutlier archive |
Reverse dependencies:
| Reverse depends: | ICSShiny |
| Reverse suggests: | ICS, performance |
Linking:
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