R Observatory: Metrics for stdmod version 0.2.14

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

stdmod

0.2.14Package record

Standardized Moderation Effect and Its Confidence Interval

0packages depend

5.6Kdownloads / year

79.7%test coverage

13/13flavors OK

Overview

About

Maintained by Shu Fai CheungCRAN page ↗GitHub ↗Website ↗Issues ↗

Functions for computing a standardized moderation effect in moderated regression and forming its confidence interval by nonparametric bootstrapping as proposed in Cheung, Cheung, Lau, Hui, and Vong (2022) doi:10.1037/hea0001188. Also includes simple-to-use functions for computing conditional effects (unstandardized or standardized) and plotting moderation effects.

Changes in 0.2.14

Miscellaneous

Updated README and other files to refer users to manymome and betaselectr for more advanced functions. (0.2.14)

From NEWS.md in the release

Install

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

install.packages("stdmod", 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/stdmod")

Development version from sfcheung/stdmod. 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-stdmod

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-stdmod

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-stdmod

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

13OK

CRAN check page ↗

Slowest check: 5.9 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK, 1 FAILURE2026-06-08
WARNING12 OK, 1 WARNING2026-06-07
OK13 OK2026-05-09

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-23
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.14

READMEYes · 803 wordsVignettesYes · 6 · dynamicNEWSYes · 100% structured · mentions 0.2.14Citation fileYes · cites a publicationWebsiteYes · pkgdown

Help pages: 27 (1 internal)includes a package overview page
Examples that run: 100%17 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 15%

Vignettes (6)

How these are measured

Downloads

5.6K

CRAN downloads in the past year

Rank #8,938 · ~15/day · ~465/mo

Releases R versions

Daily download trend is not available in this view yet.

40230 days

1.1K90 days

5.6K1 year

Compare downloads with other packages →

Also on94 r2u1 autocran

How downloads are counted

Repository

sfcheung/stdmod ↗Account: sfcheung

1Stars

0Forks

0Open issues

0Open PRs

13Releases

493Commits

2Commit identities

standardizationbootstrappingconfidence-intervalmoderationregressioneffect-sizesstandardized-moderationr-package

License file reads as GPL-3.0 · 493 commits · Last activity 2026-07-24

Responsiveness

How these are sampled

PRs merged (all time): 99%
Median days to close, 50 most recently updated closed issues: 15
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-11-03 · 12026-07-07 · 1

How these are measured

PracticesBeta

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

Checks run against github.com/sfcheung/stdmod on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-07-24 · The repository has a site deploy workflow

pkgdown site last built 2026-07-24

Reproducibility and dev environment (2)

data-raw/Dev Container

Lint, format, editor (1)

lintr

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing stdmod adds 31 packages (12 with compiled code, 28 MB of source tarballs). Heaviest: ggplot2 6.0 MB, igraph 4.8 MB, manymome 3.1 MB.

Depends (1)

R >= 4.0.0

Imports (7)

bootggplot2statsutilslavaan manymome rlang

LinkingTo (0)

none

Suggests (5)

testthat knitr rmarkdown visreg lm.beta

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)

Shu Fai Cheung

Author, Maintainer since 0.1.7.1 (2022)

David Weng Ngai Vong

Contributor

Releases (13)

Pick two releases to compare their code metrics.

0.2.14Latest
record
2026-07-23 · current release · diff ↗
0.2.13
record
2026-05-04 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.12
record
2026-01-07 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.11
record
2024-09-22 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.2.10
record
2024-02-22 · diff ↗
0.2.9
record
2023-09-11 · diff ↗
0.2.8
record
2023-06-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2.7
record
2023-03-26 · diff ↗
0.2.6
record
2023-03-10 · diff ↗
0.2.1
record
2022-10-09 · diff ↗
0.2.0.0
record
2022-09-21 · diff ↗
0.1.7.4
record
2022-08-07 · diff ↗

Show 2 earlier eventsHide 2 earlier events

0.1.7.1
record
2022-05-11
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-05-11
Total releases: 13 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.0.0
Bundled data: 112 KB / 8 files
Download size: 674 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("stdmod")

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

It points to 10.1037/hea0001188.

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 stdmod version 0.2.14 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, 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 →