OutliersO3

0.7

Draws Overview of Outliers (O3) Plots

1packages depend

3.9Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Antony UnwinFirst published 2017-09-269 releasesCRAN page ↗GitHub ↗

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 FastPCS() from the package 'FastPCS', mvBACON() from 'robustX', adjOutlyingness() from 'robustbase', DectectDeviatingCells() from 'cellWise', covMcd() from 'robustbase'.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("OutliersO3", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("antonr4/OutliersO3")

Development version from antonr4/OutliersO3. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-outlierso3

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-OutliersO3

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-OutliersO3

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 5.5 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-07-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 353 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 79%
Return-value docs: 100%
References docs: 0%

Downloads

3.9K

CRAN downloads in the past year

Rank #10,637 · ~11/day · ~322/mo

Releases R versions

Daily download trend is not available in this view yet.

40030 days

1K90 days

3.9K1 year

Compare downloads with other packages →

Also on112 r2u19 autocran

Repository

GitHub ↗ antonr4/outlierso3

0Stars

0Forks

2Open issues

0Open PRs

0Releases

Last activity 2026-06-26

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/antonr4/outlierso3 on 2026-07-19.

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.3.0

Imports (14)

statsutilsgrDevicesrlist ggplot2 dplyr tidyr forcats robustbase robustX FastPCS cellWise GGally memisc

LinkingTo (0)

none

Suggests (4)

knitr gridExtra rmarkdown languageR

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

dobin

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Antony Unwin

Author, Maintainer, Copyright holder

Authors (1)

Antony Unwin

Author, Maintainer, Copyright holder

Antony Unwin

Author, Maintainer, Copyright holder

Package Timeline

9 releases. Pick two to compare their code metrics. R releases are shown for context.

0.7Latest
2026-07-05 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.6.3
2020-04-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.6.2
2019-03-23 · diff ↗
0.6.1
2019-02-27 · diff ↗
0.6
2019-01-18 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.5.4
2018-02-08 · diff ↗
0.5.3
2018-02-06 · diff ↗

Show 3 earlier events

0.5.1
2018-02-05 · diff ↗
0.2.1
2017-09-26
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-09-26
Total releases: 9 / 9 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.3.0
Bundled data: 70 KB / 1 file
Download size: 1.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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