R Observatory: Metrics for glmmrBase version 1.4.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

glmmrBase

1.4.1

Monte Carlo Maximum Likelihood and Analysis of Generalised Linear Mixed Models

3packages depend

7Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Sam WatsonFirst published 2022-09-2231 releasesCRAN page ↗GitHub ↗

Specification, analysis, simulation, and fitting of generalised linear mixed models. Monte Carlo Maximum likelihood model fitting for a range of models, non-linear fixed effect specifications, a wide range of flexible covariance functions including Gaussian Process approximations. Methods described in Watson, Wang, and Giorgi (2026) doi:10.48550/arXiv.2601.16022.

Install

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

install.packages("glmmrBase", 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("samuel-watson/glmmrBase")

Development version from samuel-watson/glmmrBase. 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-glmmrbase

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-glmmrBase

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-glmmrBase

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

Health

CRAN checks

13OK

Slowest check: 9.3 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

4

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
OK2026-05-29
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-01
10 OK · 2 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 82%
References docs: 2%

Downloads

7K

CRAN downloads in the past year

Rank #5,849 · ~19/day · ~581/mo

Releases R versions

Daily download trend is not available in this view yet.

31230 days

1.4K90 days

7K1 year

Compare downloads with other packages →

Also on628 r2u5 autocran

Repository

GitHub ↗ samuel-watson/glmmrbase

5Stars

0Forks

5Open issues

0Open PRs

18Releases

521Commits

3Contributors

521 commits · Last activity 2026-05-28 · 0% stars, 30d

Stars over time

2025-07-20 · 52026-07-07 · 5

Repository practices

Upstream repositoryBeta

Checks run against github.com/samuel-watson/glmmrbase on 2026-08-03.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5.0Matrix

Imports (3)

methodsRcpp R6

LinkingTo (4)

Rcpp RcppEigen BH RcppParallel

Suggests (2)

fmesher lme4

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

glmmrOptim marginme rts2 glmmrOptim rts2

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Sam Watson

Author, Maintainer

Authors (1)

Sam Watson

Author, Maintainer

Listed in earlier versions (1)

Yi Pan

no longer listed · 0.1.2 to 0.2.5

Package Timeline

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

1.4.1Latest
2026-05-28 · current release · diff ↗
unarchivedReturned to CRAN
2026-05-28
archivedRemoved from CRAN
2026-05-15
issues were not corrected in time
1.4.0
2026-04-29 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.3.0
2026-03-31 · diff ↗
1.2.1
2026-01-27 · diff ↗
1.2.0
2026-01-21 · diff ↗
1.1.0
2025-09-29 · diff ↗
1.0.2
2025-07-22 · diff ↗
1.0.1
2025-07-08 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.0
2025-04-01 · diff ↗
0.11.2
2024-12-12 · diff ↗
0.11.1
2024-12-10 · diff ↗
0.10.5
2024-09-08 · diff ↗

Show 22 earlier events

0.9.2
2024-06-19 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.8.1
2024-04-08 · diff ↗
0.7.1
2024-02-26 · diff ↗
0.6.2
2024-01-19 · diff ↗
0.6.1
2024-01-11 · diff ↗
0.5.3
2023-11-24 · diff ↗
0.5.2
2023-11-22 · diff ↗
0.4.6
2023-09-14 · diff ↗
0.4.5
2023-08-15 · diff ↗
0.4.4
2023-07-01 · diff ↗
0.4.2
2023-06-23 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.3.1
2023-04-20 · diff ↗
0.2.5
2023-02-24 · diff ↗
0.2.4
2023-02-09 · diff ↗
0.2.3
2022-12-08 · diff ↗
0.2.2
2022-12-03 · diff ↗
0.2.1
2022-11-30 · diff ↗
0.1.3
2022-11-03 · diff ↗
0.1.2
2022-09-22
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-09-22
Total releases: 31 / 4 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 20 KB / 3 files
Download size: 248 KB
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("glmmrBase")

Format

Watson, S. (2026). glmmrBase: Monte Carlo Maximum Likelihood and Analysis of Generalised Linear Mixed Models (Version 1.4.1) [Computer software]. https://doi.org/10.32614/CRAN.package.glmmrBase

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 glmmrBase version 1.4.1 [Data set]. HJJB, LLC. Data release v2026-08-07. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-07, 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 →