R Observatory: Metrics for relaimpo version 2.2-7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

relaimpo

2.2-7

Relative Importance of Regressors in Linear Models

7packages depend

76.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Ulrike GroempingFirst published 2005-12-0125 releasesCRAN page ↗

Provides several metrics for assessing relative importance in linear models. These can be printed, plotted and bootstrapped. The recommended metric is lmg, which provides a decomposition of the model explained variance into non-negative contributions. There is a version of this package available that additionally provides a new and also recommended metric called pmvd. If you are a non-US user, you can download this extended version from Ulrike Groempings web site.

Install

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

install.packages("relaimpo", 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-relaimpo

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-relaimpo

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-relaimpo

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

Health

CRAN checks

13OK

Slowest check: 2.4 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 75%
Return-value docs: 75%
References docs: 56%

Downloads

76.6K

CRAN downloads in the past year

Rank #1,572 · ~210/day · ~6.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

4.8K30 days

16.4K90 days

76.6K1 year

Compare downloads with other packages →

Also on185 r2u15 autocran2.1K conda_forge138 bioconda63 c2d4u

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (6)

R >= 2.2.1MASSbootsurvey mitoolsgraphics

Imports (2)

methodscorpcor

LinkingTo (0)

none

Suggests (1)

care

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

0indirect

ModTools RelimpPCR bootnet domir ic.infer pcutils rollshap

Code & Tests

People & History

People (2)

Maintainer (1)

Ulrike Groemping

Author, Maintainer

Authors (1)

Ulrike Groemping

Author, Maintainer

Contributors (1)

Matthias Lehrkamp

Contributor

Package Timeline

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

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
2.2-7Latest
2023-10-04 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
2.2-6
2021-10-20 · diff ↗
R
R 4.1.0 released · 2021-05-18
2.2-5
2021-05-15 · diff ↗
2.2-4
2021-05-13 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
2.2-3
2018-03-10 · diff ↗
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03

Show 37 earlier events

R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
2.2-2
2013-09-11 · diff ↗
R
R 3.0.0 released · 2013-04-03
R
R 2.15.0 released · 2012-03-30
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R 2.14.0 released · 2011-10-31
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R 2.13.0 released · 2011-04-13
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R 2.12.0 released · 2010-10-15
2.2
2010-09-15 · diff ↗
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R 2.11.0 released · 2010-04-22
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R 2.10.0 released · 2009-10-26
2.1-4
2009-10-19 · diff ↗
2.1-2
2009-05-17 · diff ↗
2.1-1
2009-05-15 · diff ↗
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R 2.9.0 released · 2009-04-17
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R 2.8.0 released · 2008-10-20
2.1
2008-08-12 · diff ↗
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R 2.7.0 released · 2008-04-22
2.0-2
2008-04-04 · diff ↗
2.0
2007-11-23 · diff ↗
R
R 2.6.0 released · 2007-10-03
1.2-2
2007-10-01 · diff ↗
1.2-1
2007-09-30 · diff ↗
R
R 2.5.0 released · 2007-04-24
1.2
2007-01-28 · diff ↗
R
R 2.4.0 released · 2006-10-03
1.1-1
2006-09-22 · diff ↗
1.1
2006-06-30 · diff ↗
1.0-1
2006-06-21 · diff ↗
1.0
2006-06-19 · diff ↗
R
R 2.3.0 released · 2006-04-24
0.5
2006-02-04 · diff ↗
0.4
2006-01-23 · diff ↗
0.3
2006-01-13 · diff ↗
0.2
2005-12-17 · diff ↗
0.1
2005-12-01
R
R 2.2.0 released · 2005-10-06

Package metadata

First published: 2005-12-01
Total releases: 25 / 21 yrs
License: GPL-2 OSI
Minimum R: ≥ 2.2.1
Download size: 69 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("relaimpo")

Format

Groemping, U., & Lehrkamp, M. (2023). relaimpo: Relative Importance of Regressors in Linear Models (Version 2.2-7) [Computer software]. https://doi.org/10.32614/CRAN.package.relaimpo

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 relaimpo version 2.2-7 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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