R Observatory: Metrics for rmcorr version 0.7.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rmcorr

0.7.0Package record

Repeated Measures Correlation

0packages dependsuggested by 2

43.9Kdownloads / year

100.0%test coverage

13/13flavors OK

Overview

About

Maintained by Laura R. MarusichCRAN page ↗GitHub ↗Issues ↗

Compute the repeated measures correlation, a statistical technique for determining the overall within-individual relationship among paired measures assessed on two or more occasions, first introduced by Bland and Altman (1995). Includes functions for diagnostics, p-value, effect size with confidence interval including optional bootstrapping, as well as graphing. Also includes several example datasets. For more details, see the web documentation https://lmarusich.github.io/rmcorr/index.html and the original paper: Bakdash and Marusich (2017) doi:10.3389/fpsyg.2017.00456.

Changes in 0.7.0

Added geom for simplified graphing with ggplot2: geom_rmc
Added vignette for overfitting/pseudoreplication
Updated roxygen to 7.3.2 and now using _PACKAGE
Web docs: Added "lightswitch" for themes

From NEWS.md in the release

Install

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

install.packages("rmcorr", 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("lmarusich/rmcorr")

Development version from lmarusich/rmcorr. 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-rmcorr

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-rmcorr

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-rmcorr

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: 3.0 min · r-release-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.7.0

READMEYes · 201 wordsVignettesYes · 9 · dynamicNEWSYes · 100% structured · mentions 0.7.0Citation fileNo

Help pages: 13 (1 internal)includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 67%
Help pages citing references: 23%

Vignettes (9)

Bootstrapping Example HTML
Comparing Correlations HTML
Confidence Interval Fix HTML
Correlation Matrix using rmcorr_mat HTML
Diagnostic Plots HTML
Frequently Asked Questions and Limitations HTML
Overfitting/Pseudoreplication HTML
Reproduce Paper Results HTML
rmcorr Estimates with NaN HTML

How these are measured

Downloads

43.9K

CRAN downloads in the past year

Rank #2,001 · ~120/day · ~3.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

3.2K30 days

9.1K90 days

43.9K1 year

Compare downloads with other packages →

Also on159 r2u5 autocran

How downloads are counted

Repository

lmarusich/rmcorr ↗Account: lmarusich

11Stars

0Forks

1Open issues

0Open PRs

0Releases

213Commits

4Commit identities

213 commits · Last activity 2026-04-15 · 0% stars, 30d · Default branch at 0.8.1, ahead of CRAN 0.7.0 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 89%
Median days to close, 50 most recently updated closed issues: 12
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-06-25 · 72026-07-07 · 11

How these are measured

PracticesBeta

10 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/lmarusich/rmcorr on 2026-10-18.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-04-15 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (2)

revdep/CRAN-SUBMISSION

Show all practicesHide 2 practices

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Installing rmcorr adds 4 packages (1 with compiled code, 2.8 MB of source tarballs). Heaviest: GPArotation 1.6 MB, psych 1.1 MB, mnormt 63 KB.

Depends (1)

R >= 4.1.0

Imports (5)

statsgrDevicesgraphicspsych RColorBrewer

LinkingTo (0)

none

Suggests (19)

knitr rmarkdown ggplot2 plotrix lme4 merTools pwr AICcmodavg pals testthat vdiffr corrplot cocor covr ggExtra gglm dplyr esc patchwork

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 2

Suggests, most downloaded first

correlation LMMstar

How these are counted

Code & Tests

Datasets

People & History

People (2)

Laura R. Marusich

Author, Maintainer since 0.1.0 (2016)

Jonathan Z. Bakdash

Author

Releases (16)

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
0.7.0Latest
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2024-07-27 · current release · diff ↗ ·
added 1 export
geom_rmc
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R 4.4.0 released · 2024-04-24
0.6.0
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2023-08-09 · diff ↗
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R 4.3.0 released · 2023-04-21
0.5.4
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2022-12-13 · diff ↗
0.5.2
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2022-08-25 · diff ↗
0.5.0
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2022-08-09 · diff ↗ ·
added 1 export
rmcorr_mat
0.4.6
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2022-05-02 · diff ↗
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R 4.2.0 released · 2022-04-22
0.4.5
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2021-12-01 · diff ↗
0.4.4
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2021-08-10 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.4.3
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2021-04-01 · diff ↗
0.4.2
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2021-03-30 · diff ↗

Show 11 earlier eventsHide 11 earlier events

0.4.1
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2020-08-27 · diff ↗
0.4.0
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2020-06-28 · diff ↗
0.3.1
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2020-05-04 · diff ↗
R
R 4.0.0 released · 2020-04-24
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R 3.6.0 released · 2019-04-26
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R 3.5.0 released · 2018-04-23
0.3.0
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2018-02-28 · diff ↗
0.2.0
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2017-08-23 · diff ↗
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R 3.4.0 released · 2017-04-21
0.1.0
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2016-08-30
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R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-08-30
Total releases: 16 / 10 yrs
License: GPL-2 OSI
Minimum R: ≥ 4.1.0
Bundled data: 9.6 KB / 6 files
Download size: 1.6 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rmcorr")

Format

Marusich, L. R., & Bakdash, J. Z. (2024). rmcorr: Repeated Measures Correlation (Version 0.7.0) [Computer software]. https://doi.org/10.32614/CRAN.package.rmcorr

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 rmcorr version 0.7.0 [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.

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