R Observatory: Metrics for multilevelTools version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

multilevelTools

0.2.1

Multilevel and Mixed Effects Model Diagnostics and Effect Sizes

0packages depend

11Kdownloads / year

71.0%test coverage

13/13checks pass

Overview

About

Maintained by Joshua F. WileyFirst published 2020-03-043 releasesCRAN page ↗GitHub ↗

Effect sizes, diagnostics and performance metrics for multilevel and mixed effects models. Includes marginal and conditional 'R2' estimates for linear mixed effects models based on Johnson (2014) doi:10.1111/2041-210X.12225.

Install

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

install.packages("multilevelTools", 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("JWiley/multilevelTools")

Development version from JWiley/multilevelTools. 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-multileveltools

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-multilevelTools

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-multilevelTools

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

Health

CRAN checks

13OK

Slowest check: 7.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.25

71.0%

Coverage · measured lines

100%

Documentation · exports

14

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
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 58 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 95%
Documented parameters: 100%
Return-value docs: 89%
References docs: 27%

Downloads

11K

CRAN downloads in the past year

Rank #3,928 · ~30/day · ~915/mo

Releases R versions

Daily download trend is not available in this view yet.

58530 days

2.3K90 days

11K1 year

Compare downloads with other packages →

Also on153 r2u26 c2d4u

Repository

GitHub ↗ jwiley/multileveltools

5Stars

2Forks

2Open issues

0Open PRs

0Releases

43Commits

2Contributors

43 commits · Last activity 2025-11-23 · 0% stars, 30d

Stars over time

2024-10-16 · 32026-07-07 · 5

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/jwiley/multileveltools on 2026-08-09.

Continuous integration (1)

GitHub Actions

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (14)

lme4 lmerTest data.tablenlmeextraoperators JWileymisc ggplot2 ggpubr scales lavaan zoo brms testthat reformulas

LinkingTo (0)

none

Suggests (3)

covr knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Joshua F. Wiley

Author, Maintainer

Authors (1)

Joshua F. Wiley

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.1Latest
2025-09-08 · current release · diff ↗
0.2.0
2025-04-13 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
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
0.1.1
2020-03-04
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-03-04
Total releases: 3 / 6 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Download size: 1.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("multilevelTools")

Format

Wiley, J. F. (2025). multilevelTools: Multilevel and Mixed Effects Model Diagnostics and Effect Sizes (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.multilevelTools

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 multilevelTools version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-08-13. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-13, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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