CRAN/E | OutliersO3

OutliersO3

Draws Overview of Outliers (O3) Plots

Installation

About

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'.

Key Metrics

Version 0.6.3
R ≥ 3.3.0
Published 2020-04-25 1469 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks OutliersO3 results

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Maintainer

Maintainer

Antony Unwin

unwin@math.uni-augsburg.de

Authors

Antony Unwin

Material

README
NEWS
Reference manual
Package source

Vignettes

Drawing O3 plots
Different outlier tolerance levels
Drawing supporting parallel coordinate plots
Drawing O3 plots for other outlier methods

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

OutliersO3 archive

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

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