Potential outliers are identified for all combinations of a dataset's variables. O3 plots are described in Unwin(2019) <doi:10.1080/10618600.2019.1575226>. The available methods are HDoutliers() from the package 'HDoutliers', FastPCS() from the package 'FastPCS', mvBACON() from 'robustX', adjOutlyingness() from 'robustbase', DectectDeviatingCells() from 'cellWise', covMcd() from 'robustbase'.
| Version: | 0.6.3 |
| Depends: | R (≥ 3.3.0) |
| Imports: | stats, utils, grDevices, rlist, ggplot2, dplyr, tidyr, forcats, HDoutliers, robustbase, robustX, FastPCS, cellWise (≥ 2.1.0), GGally, memisc |
| Suggests: | knitr, gridExtra, rmarkdown, languageR |
| Published: | 2020-04-25 |
| DOI: | 10.32614/CRAN.package.OutliersO3 |
| Author: | Antony Unwin |
| Maintainer: | Antony Unwin <unwin at math.uni-augsburg.de> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| In views: | AnomalyDetection |
| CRAN checks: | OutliersO3 results |
| Reference manual: | OutliersO3.html , OutliersO3.pdf |
| Vignettes: |
Drawing O3 plots (source, R code) Different outlier tolerance levels (source, R code) Drawing supporting parallel coordinate plots (source, R code) Drawing O3 plots for other outlier methods (source, R code) |
| Package source: | OutliersO3_0.6.3.tar.gz |
| Windows binaries: | r-devel: OutliersO3_0.6.3.zip, r-release: OutliersO3_0.6.3.zip, r-oldrel: OutliersO3_0.6.3.zip |
| macOS binaries: | r-release (arm64): OutliersO3_0.6.3.tgz, r-oldrel (arm64): OutliersO3_0.6.3.tgz, r-release (x86_64): OutliersO3_0.6.3.tgz, r-oldrel (x86_64): OutliersO3_0.6.3.tgz |
| Old sources: | OutliersO3 archive |
| Reverse suggests: | dobin |
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