R Observatory: Metrics for TestREnlme version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TestREnlme

0.1.0Package record

Nonparametric Tests for Random Effects in Linear and Nonlinear Mixed-Effects Models

0packages depend

1.1Kdownloads / year

43.1%test coverage

13/13flavors OK

Overview

About

Maintained by Germaine UwimpuhweCRAN page ↗GitHub ↗Issues ↗

Provides nonparametric permutation tests for testing all or any subset of random effects in linear and nonlinear mixed-effects models, without requiring normality or other distributional assumptions on random effects or errors. Three distribution-free variance-component estimators are implemented: Variance Least Squares ('VLS'), Method of Moments ('MM'), and Method of Moments with First-Order Approximation ('MMF'). A permutation procedure is used to obtain finite-sample p-values. Plotting functions support data exploration, model evaluation, and communication of results. Methods are described in Uwimpuhwe, Drikvandi, and Blozis (2026) doi:10.1002/sim.70605.

Install

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

install.packages("TestREnlme", 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("germaine86/TestREnlme")

Development version from germaine86/TestREnlme. 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-testrenlme

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-TestREnlme

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-TestREnlme

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: 4.9 min · r-release-windows-x86_64

Status changes

OK13 OK2026-10-20
WARNING12 OK, 1 WARNING2026-10-17
OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05

Show 2 earlier changesHide 2 earlier changes

NOTE12 OK, 1 NOTE2026-08-01
OK7 OK2026-07-04

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

README· In the repository, left out of the releaseVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 19 (3 internal)
Examples that run: 86%6 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 46%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 16%

Vignettes (1)

TestREnlme HTML

How these are measured

Downloads

1.1K

CRAN downloads in the past year

Rank #13,001 · ~3/day · ~90/mo

Releases R versions

Daily download trend is not available in this view yet.

32530 days

87590 days

1.1K1 year

Compare downloads with other packages →

Also on23 r2u1 autocran

How downloads are counted

Repository

germaine86/testrenlme ↗Account: germaine86

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-08-10

Responsiveness

not measured

How these are measured

PracticesBeta

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

Checks run against github.com/germaine86/testrenlme on 2026-10-21.

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing TestREnlme adds 36 packages (20 with compiled code, 31 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, Rcpp 1.8 MB.

Depends (1)

R >= 4.1.0

Imports (12)

nlmeMatrixMASSmgsub matrixcalc nls.multstart ggplot2 expm withrstatsutilsrlang

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown ggpubr testthat reshape2

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 (3)

Germaine Uwimpuhwe

Author, Maintainer since 0.1.0 (2026)

Shelley A. Blozis

Author

Reza Drikvandi

Author

Releases (1)

0.1.0Latest
record
2026-07-03 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-03
Total releases: 1 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 12 KB / 1 file
Download size: 128 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TestREnlme")

Format

Uwimpuhwe, G., Blozis, S. A., & Drikvandi, R. (2026). TestREnlme: Nonparametric Tests for Random Effects in Linear and Nonlinear Mixed-Effects Models (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.TestREnlme

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 TestREnlme version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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