R Observatory: Metrics for RMediation version 1.6.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

RMediation

1.6.1

Mediation Analysis Confidence Intervals

0packages depend

8.7Kdownloads / year

53.6%test coverage

13/13checks pass

Overview

About

Maintained by Davood TofighiFirst published 2011-02-0813 releasesCRAN page ↗GitHub ↗

Computes confidence intervals for nonlinear functions of model parameters (e.g., product of k coefficients) in single-level and multilevel structural equation models. Methods include the distribution of the product, Monte Carlo simulation, and bootstrap methods. It also performs the Model-Based Constrained Optimization (MBCO) procedure for hypothesis testing of indirect effects. References: Tofighi, D., and MacKinnon, D. P. (2011). RMediation: An R package for mediation analysis confidence intervals. Behavior Research Methods, 43, 692-700. doi:10.3758/s13428-011-0076-x; Tofighi, D., and Kelley, K. (2020). Improved inference in mediation analysis: Introducing the model-based constrained optimization procedure. Psychological Methods, 25(4), 496-515. doi:10.1037/met0000259; Tofighi, D. (2020). Bootstrap Model-Based Constrained Optimization Tests of Indirect Effects. Frontiers in Psychology, 10, 2989. doi:10.3389/fpsyg.2019.02989.

Install

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

install.packages("RMediation", 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("data-wise/rmediation")

Development version from data-wise/rmediation. 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-rmediation

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-RMediation

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-RMediation

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

Health

CRAN checks

13OK

Slowest check: 4.5 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.52

53.6%

Coverage · measured lines

100%

Documentation · exports

8

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

ERROR2026-03-10
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMEYes · 610 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 84%
Documented parameters: 100%
Return-value docs: 76%
References docs: 23%

Downloads

8.7K

CRAN downloads in the past year

Rank #4,319 · ~24/day · ~726/mo

Releases R versions

Daily download trend is not available in this view yet.

51530 days

1.9K90 days

8.7K1 year

Compare downloads with other packages →

Also on135 r2u14 autocran

Repository

GitHub ↗ data-wise/rmediation

2Stars

0Forks

2Open issues

0Open PRs

4Releases

283Commits

2Contributors

causal-inferenceconfidence-intervalslikelihood-ratio-testmediationmediation-analysis

License GPL-3.0 · 283 commits · Last activity 2026-08-17

Releases over time

2026-07-14 · 32026-08-17 · 4

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/data-wise/rmediation on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Research and citation (1)

CITATION.cff

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2025-11-16

claudegeminijules

Most recent: jules on 2025-11-20

Evidence

claude: on 2025-11-16 · evidence B, D
gemini: on 2025-11-18 · evidence D
jules: on 2025-11-20 · evidence A, PR · sole bot-author seen

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (8)

checkmate cubature graphics (>= 4.1.0)grDeviceslavaan MASS (>= 7.3)methodsS7

LinkingTo (0)

none

Suggests (5)

knitr medfit OpenMx rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Davood Tofighi

Author, Maintainer

Authors (1)

Davood Tofighi

Author, Maintainer

Listed in earlier versions (1)

David P. MacKinnon

no longer listed · 2.12.0 to 1.1.4

Package Timeline

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

1.6.1Latest
2026-07-22 · current release · diff ↗
1.5.0
2026-06-20 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.3.0
2025-11-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.2.2
2023-05-12 · diff ↗
1.2.1
2023-05-03 · diff ↗
unarchivedReturned to CRAN
2023-05-03
R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2022-10-03
check issues were not corrected despite reminders
1.2.0
2022-07-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26

Show 19 earlier events

R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.1.4
2016-03-14 · diff ↗
archivedRemoved from CRAN
2015-10-29
check problems were not corrected despite reminders
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
1.1.3
2014-03-07 · diff ↗
1.1.2
2013-09-12 · diff ↗
R
R 3.0.0 released · 2013-04-03
R
R 2.15.0 released · 2012-03-30
R
R 2.14.0 released · 2011-10-31
1.1
2011-10-10 · diff ↗
R
R 2.13.0 released · 2011-04-13
1.0
2011-02-08 · diff ↗
2.12.1
2010-11-21 · diff ↗
R
R 2.12.0 released · 2010-10-15
2.12.0
2010-07-02
R
R 2.11.0 released · 2010-04-22

Package metadata

First published: 2011-02-08
Total releases: 13 / 15 yrs
License: GPL (>= 3) | file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 0.9 KB / 1 file
Download size: 707 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("RMediation")

The authors publish a CITATION.cff, so they have said how they want this cited. Run citation() and use what it gives you.

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 RMediation version 1.6.1 [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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