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OutliersO3: Draws Overview of Outliers (O3) Plots

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
CRAN checks: OutliersO3 results

Documentation:

Reference manual: OutliersO3.pdf
Vignettes: Drawing O3 plots
Different outlier tolerance levels
Drawing supporting parallel coordinate plots
Drawing O3 plots for other outlier methods

Downloads:

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 dependencies:

Reverse suggests: dobin

Linking:

Please use the canonical form https://CRAN.R-project.org/package=OutliersO3 to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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