R Observatory: Metrics for r2mlm version 0.3.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

r2mlm

0.3.8

R-Squared Measures for Multilevel Models

0packages depend

6.5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Mairead ShawFirst published 2020-09-2510 releasesCRAN page ↗GitHub ↗

Generates both total- and level-specific R-squared measures from Rights and Sterba’s (2019) doi:10.1037/met0000184 framework of R-squared measures for multilevel models with random intercepts and/or slopes, which is based on a complete decomposition of variance. Additionally generates graphical representations of these R-squared measures to allow visualizing and interpreting all measures in the framework together as an integrated set. This framework subsumes 10 previously-developed R-squared measures for multilevel models as special cases of 5 measures from the framework, and it also includes several newly-developed measures. Measures in the framework can be used to compute R-squared differences when comparing multilevel models (following procedures in Rights & Sterba (2020) doi:10.1080/00273171.2019.1660605). Bootstrapped confidence intervals can also be calculated. To use the confidence interval functionality, download bootmlm from https://github.com/marklhc/bootmlm.

Install

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

install.packages("r2mlm", 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("mkshaw/r2mlm")

Development version from mkshaw/r2mlm. 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-r2mlm

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-r2mlm

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-r2mlm

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

Health

CRAN checks

13OK

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 505 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 80%
Return-value docs: 100%
References docs: 0%

Downloads

6.5K

CRAN downloads in the past year

Rank #6,654 · ~18/day · ~540/mo

Releases R versions

Daily download trend is not available in this view yet.

31030 days

1.2K90 days

6.5K1 year

Compare downloads with other packages →

Also on95 r2u25 autocran59 c2d4u

Repository

GitHub ↗ mkshaw/r2mlm

30Stars

1Forks

20Open issues

0Open PRs

0Releases

132Commits

1Contributors

132 commits · Last activity 2025-04-19 · 0% stars, 30d

Stars over time

2025-04-24 · 282026-07-07 · 30

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/mkshaw/r2mlm on 2026-08-16.

Continuous integration (1)

Travis CI

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.2.0lme4nlme

Imports (7)

dplyr magrittrmethodsrlang rockchalk stringr tidyselect

LinkingTo (0)

none

Suggests (3)

bootmlm testthatMatrix

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Mairead Shaw

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.3.8Latest
2025-04-20 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.3.7
2023-12-20 · diff ↗
0.3.5
2023-07-20 · diff ↗
0.3.4
2023-07-11 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.3.3
2023-03-28 · diff ↗
0.3.2
2022-07-07 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.3.1
2021-11-04 · diff ↗
0.3.0
2021-06-04 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.2.0
2020-12-10 · diff ↗
0.1.0
2020-09-25

Show 1 earlier events

R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-09-25
Total releases: 10 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.2.0
Bundled data: 208 KB / 1 file
Download size: 333 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("r2mlm")

Format

Shaw, M., Flake, J., Rights, J., & Sterba, S. (2025). r2mlm: R-Squared Measures for Multilevel Models (Version 0.3.8) [Computer software]. https://doi.org/10.32614/CRAN.package.r2mlm

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 r2mlm version 0.3.8 [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.

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