R Observatory: Metrics for manymome version 0.3.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

manymome

0.3.6

Mediation, Moderation and Moderated-Mediation After Model Fitting

5packages depend

9.6Kdownloads / year

83.0%test coverage

13/13checks pass

Overview

About

Maintained by Shu Fai CheungFirst published 2022-09-0622 releasesCRAN page ↗GitHub ↗

Computes indirect effects, conditional effects, and conditional indirect effects in a structural equation model or path model after model fitting, with no need to define any user parameters or label any paths in the model syntax, using the approach presented in Cheung and Cheung (2024) doi:10.3758/s13428-023-02224-z. Can also form bootstrap confidence intervals by doing bootstrapping only once and reusing the bootstrap estimates in all subsequent computations. Supports bootstrap confidence intervals for standardized (partially or completely) indirect effects, conditional effects, and conditional indirect effects as described in Cheung (2009) doi:10.3758/BRM.41.2.425 and Cheung, Cheung, Lau, Hui, and Vong (2022) doi:10.1037/hea0001188. Model fitting can be done by structural equation modeling using lavaan() or regression using lm().

Install

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

install.packages("manymome", 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("sfcheung/manymome")

Development version from sfcheung/manymome. 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-manymome

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-manymome

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-manymome

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

Health

CRAN checks

13OK

Slowest check: 13.8 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.92

83.0%

Coverage · measured lines

100%

Documentation · exports

12

Dependencies · direct

Check history

OK2026-08-20
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-08-12
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
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
ERROR2026-07-29
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 14 earlier snapshots

OK2026-07-21
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-16
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-07-15
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-10
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-07-03
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-01
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-22
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-19
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-02
11 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-19
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-16
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,011 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 100%
References docs: 15%

Downloads

9.6K

CRAN downloads in the past year

Rank #4,046 · ~26/day · ~796/mo

Releases R versions

Daily download trend is not available in this view yet.

55030 days

2K90 days

9.6K1 year

Compare downloads with other packages →

Also on257 r2u26 autocran

Repository

GitHub ↗ sfcheung/manymome

5Stars

1Forks

6Open issues

0Open PRs

18Releases

1,549Commits

1Contributors

moderated-mediationmediationmoderationstructural-equation-modelingregressionsemr-packagelavaan

License GPL-3.0 · 1,549 commits · Last activity 2026-08-18 · 0% stars, 30d

Stars over time

2025-07-08 · 22026-07-07 · 5

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/sfcheung/manymome on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Lint, format, editor (2)

lintrVS Code

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (12)

lavaanbootparallelpbapplystatsggplot2 igraphMASSmethodslmhelprs psych semTools

LinkingTo (0)

none

Suggests (8)

knitr rmarkdown lavaan.mi Amelia mice semPlot semptools testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

5direct

0indirect

betaselectr manymome.table modelbpp power4mome stdmod

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Shu Fai Cheung

Author, Maintainer

Authors (2)

Shu Fai Cheung

Author, Maintainer

Sing-Hang Cheung

Author

Contributors (1)

Rong Wei Sun

Contributor · added in 0.3.1

Package Timeline

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

0.3.6Latest
2026-06-08 · current release · diff ↗
0.3.5
2026-06-01 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.3.4
2026-03-26 · diff ↗
0.3.3
2026-01-08 · diff ↗
0.3.2
2025-12-14 · diff ↗
0.3.1
2025-08-22 · diff ↗
0.2.9
2025-06-21 · diff ↗
0.2.8
2025-05-03 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.7
2025-01-25 · diff ↗
0.2.5
2024-12-08 · diff ↗
0.2.4
2024-10-04 · diff ↗
0.2.3
2024-09-25 · diff ↗
0.2.2
2024-06-06 · diff ↗
0.2.1
2024-05-07 · diff ↗

Show 11 earlier events

R
R 4.4.0 released · 2024-04-24
0.1.14
2024-02-16 · diff ↗
0.1.13
2023-10-07 · diff ↗
0.1.12
2023-08-21 · diff ↗
0.1.10
2023-06-08 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.9
2023-01-06 · diff ↗
0.1.6
2022-11-06 · diff ↗
0.1.4.3
2022-09-09 · diff ↗
0.1.4.0
2022-09-06
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-09-06
Total releases: 22 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Bundled data: 417 KB / 29 files
Download size: 2.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("manymome")

Format

Cheung, S. F., Cheung, S., & Sun, R. W. (2026). manymome: Mediation, Moderation and Moderated-Mediation After Model Fitting (Version 0.3.6) [Computer software]. https://doi.org/10.32614/CRAN.package.manymome

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 manymome version 0.3.6 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →