R Observatory: Metrics for GLMMadaptive version 0.9-7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

GLMMadaptive

0.9-7Package record

Generalized Linear Mixed Models using Adaptive Gaussian Quadrature

4packages dependsuggested by 10

111.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Dimitris RizopoulosCRAN page ↗GitHub ↗Website ↗Issues ↗

Fits generalized linear mixed models for a single grouping factor under maximum likelihood approximating the integrals over the random effects with an adaptive Gaussian quadrature rule; Jose C. Pinheiro and Douglas M. Bates (1995) doi:10.1080/10618600.1995.10474663.

Install

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

install.packages("GLMMadaptive", 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("drizopoulos/GLMMadaptive")

Development version from drizopoulos/GLMMadaptive. 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-glmmadaptive

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-GLMMadaptive

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-GLMMadaptive

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: 3.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.9-7

READMEYes · 455 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · does not mention 0.9-7Citation fileNoWebsiteYes · pkgdown

Help pages: 9includes a package overview page
Examples that run: 38%3 run in a plain check · 5 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 83%
Return-value docs: 63%
Help pages citing references: 33%

Vignettes (1)

GLMMadaptive Basics

How these are measured

Downloads

111.5K

CRAN downloads in the past year

Rank #1,289 · ~305/day · ~9.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

7.4K30 days

23.2K90 days

111.5K1 year

Compare downloads with other packages →

Also on324 r2u1 autocran910 conda_forge67 c2d4u

How downloads are counted

Repository

drizopoulos/glmmadaptive ↗Account: drizopoulos

64Stars

14Forks

3Open issues

0Open PRs

3Releases

339Commits

2Commit identities

generalized-linear-mixed-modelsmixed-modelsmixed-effects-models

339 commits · Last activity 2025-03-10 · 0% stars, 30d · Default branch at 0.9-8, ahead of CRAN 0.9-7 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 1
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-08-04 · 612026-07-07 · 64

How these are measured

PracticesBeta

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

Checks run against github.com/drizopoulos/glmmadaptive on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (2)

pkgdown

GitHub Pages site last deployed 2025-03-10

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing GLMMadaptive adds 1 package (1 with compiled code, 207 KB of source tarballs). Heaviest: matrixStats 207 KB.

Depends (0)

none

Imports (4)

MASSnlmeparallelmatrixStats

LinkingTo (0)

none

Suggests (10)

latticeknitr rmarkdown pkgdown multcomp emmeans estimability effects DHARMa optimParallel

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

2indirect

Depends 1 · Imports 3

Suggested by 10

Show all 14 packagesHide all 14 packages

Depends, Imports or LinkingTo, most downloaded first

JMbayes2 aihuman powerEQTL ptmixed

Suggests, most downloaded first

insight parameters metafor broom.mixed DHARMa ggeffects afex report buildmer soReta

How these are counted

Code & Tests

People & History

People (1)

Dimitris Rizopoulos

Author, Maintainer since 0.1-3 (2018)

Releases (18)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.9-7Latest
record
2025-03-04 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.9-1
record
2023-10-17 · diff ↗
0.9-0
record
2023-06-22 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.8-8
record
2023-03-13 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.8-5
record
2022-02-07 · diff ↗ ·
added 1 export
zi.binomial
0.8-2
record
2021-07-19 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.8-0
record
2021-01-27 · diff ↗ ·
added 1 export
censored.normal
0.7-15
record
2020-10-13 · diff ↗ ·
added 1 export
Gamma.fam
0.7-0
record
2020-06-25 · diff ↗ ·
added 1 export
beta.binomial
R
R 4.0.0 released · 2020-04-24

Show 11 earlier eventsHide 11 earlier events

0.6-8
record
2020-01-24 · diff ↗ ·
added 1 export
cooks.distance
0.6-5
record
2019-09-26 · diff ↗
0.6-0
record
2019-06-25 · diff ↗ ·
added 4 exports
cr_setup, cr_marg_probs, VIF, unit.lindley
R
R 3.6.0 released · 2019-04-26
0.5-1
record
2019-01-29 · diff ↗ ·
added 3 exports
formula, nobs, students.t
0.4-0
record
2018-11-05 · diff ↗ ·
added 2 exports
hurdle.beta.fam, scoring_rules
0.3-0
record
2018-09-27 · diff ↗ ·
added 7 exports
model.matrix, model.frame, terms, hurdle.poisson, hurdle.negative.binomial, hurdle.lognormal, beta.fam
0.2-0
record
2018-07-03 · diff ↗ ·
added 4 exports
predict, zi.poisson, zi.negative.binomial, simulate
0.1-6
record
2018-06-12 · diff ↗
0.1-3
record
2018-06-10
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-06-10
Total releases: 18 / 8 yrs
License: GPL (>= 3) OSI
Download size: 83 KB

Appears in task views

Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("GLMMadaptive")

Format

Rizopoulos, D. (2025). GLMMadaptive: Generalized Linear Mixed Models using Adaptive Gaussian Quadrature (Version 0.9-7) [Computer software]. https://doi.org/10.32614/CRAN.package.GLMMadaptive

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 GLMMadaptive version 0.9-7 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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