R Observatory: Metrics for glmmTMB version 1.1.14

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

glmmTMB

1.1.14

Generalized Linear Mixed Models using Template Model Builder

83packages depend

586.6Kdownloads / year

80.4%test coverage

8/13checks pass

Overview

About

Maintained by Mollie BrooksFirst published 2017-02-2025 releasesCRAN page ↗GitHub ↗

Fit linear and generalized linear mixed models with various extensions, including zero-inflation. The models are fitted using maximum likelihood estimation via 'TMB' (Template Model Builder). Random effects are assumed to be Gaussian on the scale of the linear predictor and are integrated out using the Laplace approximation. Gradients are calculated using automatic differentiation.

Install

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

install.packages("glmmTMB", 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("glmmTMB/glmmTMB")

Development version from glmmTMB/glmmTMB. 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-glmmtmb

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-glmmTMB

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-glmmTMB

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

Health

CRAN checks

5NOTE8OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 12.0 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.64

80.4%

Coverage · measured lines

98%

Documentation · exports

10

Dependencies · direct

Check history

NOTE2026-07-16
10 OK · 3 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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 92%
Documented parameters: 96%
Return-value docs: 60%
References docs: 14%

Downloads

586.6K

CRAN downloads in the past year

Rank #504 · ~1.6K/day · ~48.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

48.3K30 days

150.5K90 days

586.6K1 year

Compare downloads with other packages →

Also on7K r2u57 autocran15.6K conda_forge78 c2d4u

Repository

GitHub ↗ glmmtmb/glmmtmb

377Stars

80Forks

221Open issues

10Open PRs

0Releases

3,350Commits

39Contributors

3,350 commits · Last activity 2026-08-13 · +1.6% stars, 30d

Stars over time

2025-07-29 · 3302026-08-13 · 377

Repository practices

Upstream repositoryBeta

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

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

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Makefile

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-05-16

claudecopilot

Most recent: copilot on 2026-05-17

Evidence

claude: on 2026-05-16 · evidence B
copilot: on 2026-05-17 · evidence A, PR · sole bot-author seen

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

40 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (10)

methodsTMB lme4MatrixnlmenumDerivmgcvreformulas pbkrtest sandwich

LinkingTo (2)

TMB RcppEigen

Suggests (36)

knitr rmarkdown testthatMASSlatticeggplot2 (>= 2.2.1)mlmRev bbmle pscl coda reshape2 car emmeans estimability DHARMa multcomp MuMIn effects dotwhisker broom broom.mixed plyr pngboottexreg xtable huxtableparallelblme purrr dplyr ade4 ape gsl lmerTest metafor

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

83direct

4indirect

and 35 more packages.

Code & Tests

Datasets

People & History

People (23)

Maintainer (1)

Mollie Brooks

Author, Maintainer

Authors (9)

Author, Maintainer

Author

Author

Author

Author

Author

Author

Author

Author

Contributors (14)

Michael Agronah

Contributor · added in 1.1.10

Hatice Tül Kübra Akdur

Contributor · added in 1.1.11

Charles J. Geyer

Contributor · added in 1.1.1

Mikael Jagan

Contributor · added in 1.1.3

Nikolas Krieger

Contributor · added in 1.1.12

Russ Lenth

Contributor · added in 1.0.0

Daniel Lüdecke

Contributor · added in 1.0.0

Maeve McGillycuddy

Contributor · added in 1.1.1

Show 6 more contributors

Joseph O'Brien

Contributor · added in 1.0.1

Daniel Sabanés Bové

Contributor · added in 1.1.12

Nafis Sadat

Contributor · added in 0.2.3

Daniel B. Stouffer

Contributor · added in 1.1.5

Brenton Wiernik

Contributor · added in 1.1.4

Coralie Williams

Contributor · added in 1.1.14

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.1.14Latest
2026-01-15 · current release · diff ↗
1.1.13
2025-10-09 · diff ↗
1.1.12
2025-08-18 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.1.11
2025-04-03 · diff ↗
1.1.10
2024-09-27 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.9
2024-03-20 · diff ↗
1.1.8
2023-10-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1.7
2023-04-05 · diff ↗
1.1.6
2023-03-19 · diff ↗
1.1.5
2022-11-16 · diff ↗
1.1.4
2022-07-12 · diff ↗
R
R 4.2.0 released · 2022-04-22

Show 22 earlier events

1.1.3
2022-03-14 · diff ↗
1.1.2.3
2021-09-20 · diff ↗
1.1.2.2
2021-09-02 · diff ↗
1.1.2
2021-07-20 · diff ↗
unarchivedReturned to CRAN
2021-07-20
archivedRemoved from CRAN
2021-07-10
repeated problems were not corrected in time Failed on install on Solaris, check failure on ATLAS
1.1.1
2021-06-24 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.2.1
2020-07-02 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.1
2020-03-15 · diff ↗
1.0.0
2020-02-03 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.2.3
2019-01-11 · diff ↗
0.2.2.0
2018-07-03 · diff ↗
0.2.1.0
2018-05-11 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.2.0
2017-12-11 · diff ↗
0.1.4
2017-10-26 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.1.1
2017-02-20
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-02-20
Total releases: 25 / 9 yrs
License: AGPL-3 OSI
Minimum R: ≥ 3.6.0
Bundled data: 12 KB / 4 files
Download size: 5.1 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Clinical Trial Design, Monitoring, Analysis and Reporting Analysis of Ecological and Environmental Data Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("glmmTMB")

Format

Brooks, M., Agronah, M., Akdur, H. T. K., Berg, C., Bolker, B., Geyer, C. J., Jagan, M., Krieger, N., Kristensen, K., Lenth, R., Lüdecke, D., Maechler, M., Magnusson, A., McGillycuddy, M., Nielsen, A., O'Brien, J., Sabanés Bové, D., Sadat, N., Skaug, H., Stouffer, D. B., Wiernik, B., Williams, C., & van Bentham, K. (2026). glmmTMB: Generalized Linear Mixed Models using Template Model Builder (Version 1.1.14) [Computer software]. https://doi.org/10.32614/CRAN.package.glmmTMB

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 glmmTMB version 1.1.14 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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