R Observatory: Metrics for ShapleyOutlier version 0.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ShapleyOutlier

0.1.2Package record

Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances

0packages depend

3Kdownloads / year

–test coverage

8/13flavors OK

Overview

About

Maintained by Marcus MayrhoferCRAN page ↗

Based on Shapley values to explain multivariate outlyingness and to detect and impute cellwise outliers. Includes implementations of methods described in Mayrhofer and Filzmoser (2023) doi:10.1016/j.ecosta.2023.04.003.

Install

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

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

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

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-shapleyoutlier

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-ShapleyOutlier

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-ShapleyOutlier

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

5NOTE8OK

Check messages

NOTEdependencies in R coder-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64

r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Base package in Suggests/Enhances imported in NAMESPACE:
  ‘grDevices’

r-devel-windows-x86_64

Base package in Suggests/Enhances imported in NAMESPACE:
  'grDevices'

CRAN check page ↗

Slowest check: 3.7 min · r-release-macos-x86_64

Status changes

NOTE8 OK, 5 NOTENow
NOTE11 OK, 2 NOTE2026-09-12
OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01

Show 1 earlier changeHide 1 earlier change

OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.2

READMENoVignettesYes · 1 · dynamicNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 16 (2 internal)includes a package overview page
Examples that run: 100%8 run in a plain check
Exported functions with examples: 50%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 31% with a bibliography file

Vignettes (1)

ShapleyOutlier examples HTML

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #12,975 · ~8/day · ~250/mo

Releases R versions

Daily download trend is not available in this view yet.

40130 days

87790 days

3K1 year

Compare downloads with other packages →

Also on90 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing ShapleyOutlier adds 36 packages (17 with compiled code, 34 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, robustbase 2.2 MB.

Depends (1)

R >= 4.0.0

Imports (12)

dplyr Rdpackstatstibble tidyr robustbase forcats egg ggplot2 gridExtra RColorBrewer magrittr

LinkingTo (0)

none

Suggests (6)

grDevicescellWise robustHD knitrMASSrmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Marcus Mayrhofer

Author, Maintainer since 0.1.0 (2022)

Peter Filzmoser

Author

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.1.2Latest
record
2024-10-17 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.1
record
2023-02-20 · diff ↗
0.1.0
record
2022-10-21
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-10-21
Total releases: 3 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.0.0
Bundled data: 34 KB / 1 file
Download size: 701 KB

Appears in task views

Anomaly Detection

Cite

Cite this package

Run in R for the authors' entry:

citation("ShapleyOutlier")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1016/j.ecosta.2023.04.003.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ShapleyOutlier version 0.1.2 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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