R Observatory: Metrics for glmtoolbox version 0.1.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

glmtoolbox

0.1.12Package record

Set of Tools to Data Analysis using Generalized Linear Models

0packages dependsuggested by 5

68.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Luis Hernando VanegasCRAN page ↗GitHub ↗Website ↗Issues ↗

Set of tools for the statistical analysis of data using: (1) normal linear models; (2) generalized linear models; (3) negative binomial regression models as alternative to the Poisson regression models under the presence of overdispersion; (4) beta-binomial and random-clumped binomial regression models as alternative to the binomial regression models under the presence of overdispersion; (5) Zero-inflated and zero-altered regression models to deal with zero-excess in count data; (6) generalized nonlinear models; (7) generalized estimating equations for cluster correlated data.

Install

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

install.packages("glmtoolbox", 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("lhvanegasp/glmtoolbox")

Development version from lhvanegasp/glmtoolbox. 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-glmtoolbox

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-glmtoolbox

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-glmtoolbox

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: 5.7 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.12

READMENoVignettesNoNEWSNoCitation fileNoWebsiteYes

Help pages: 118
Examples that run: 100%104 run in a plain check
Exported functions with examples: 71%
Documented parameters: 89%
Return-value docs: 97%
Help pages citing references: 75%

How these are measured

Downloads

68.6K

CRAN downloads in the past year

Rank #1,706 · ~188/day · ~5.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

4.8K30 days

12.7K90 days

68.6K1 year

Compare downloads with other packages →

Also on1.5K r2u4 autocran

How downloads are counted

Repository

lhvanegasp/glmtoolbox ↗Account: lhvanegasp

1Stars

0Forks

6Open issues

0Open PRs

0Releases

1Commits

1Commit identities

1 commits · Last activity 2024-01-18 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 54
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2026-01-29 · 12026-07-07 · 1

How these are measured

PracticesBeta

Checks run against github.com/lhvanegasp/glmtoolbox on 2026-10-21.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing glmtoolbox adds 31 packages (20 with compiled code, 22 MB of source tarballs). Heaviest: stringi 11 MB, Rcpp 1.8 MB, RcppArmadillo 1.0 MB.

Depends (0)

none

Imports (12)

methodsstatsutilsgraphicsnumDeriv RfastsplinesFormulaMASSstatmod SuppDists broom

LinkingTo (0)

none

Suggests (4)

aplore3 ISLR pscl GLMsData

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 5

Suggests, most downloaded first

insight parameters marginaleffects broom.helpers RESI

How these are counted

Code & Tests

Datasets

People & History

People (3)

Luis Hernando Vanegas

Author, Maintainer since 0.1.0 (2021)

Gilberto A. Paula

Author

Luz Marina Rondón

Author

Releases (12)

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
0.1.12Latest
record
2024-07-25 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.11
record
2024-04-12 · diff ↗ ·
added 1 export
bestSubset
0.1.10
record
2024-01-14 · diff ↗ ·
added 1 export
gnm
0.1.9
record
2023-10-10 · diff ↗ ·
added 1 export
BoxTidwell
0.1.8
record
2023-08-15 · diff ↗
0.1.7
record
2023-04-21 · diff ↗ ·
added 2 exports
gnmgee, wglmgee
R
R 4.3.0 released · 2023-04-21
0.1.6
record
2023-01-05 · diff ↗ ·
removed 1 export
overtest

added 1 export
PAC
0.1.4
record
2022-09-30 · diff ↗ ·
added 4 exports
FisherScoring, adjR2, overtest, zero.excess
R
R 4.2.0 released · 2022-04-22
0.1.3
record
2022-04-07 · diff ↗ ·
added 2 exports
zeroalt, zeroinf
0.1.2
record
2021-10-04 · diff ↗ ·
added 3 exports
leverage, localInfluence, residuals2
0.1.1
record
2021-06-09 · diff ↗ ·
removed 1 export
DEW

added 4 exports
AGPC, GHYC, SGPC, confint2

Show 3 earlier eventsHide 3 earlier events

R
R 4.1.0 released · 2021-05-18
0.1.0
record
2021-04-13
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-04-13
Total releases: 12 / 5 yrs
License: GPL-2 | GPL-3 OSI
Bundled data: 28 KB / 37 files
Download size: 246 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("glmtoolbox")

Format

Vanegas, L. H., Paula, G. A., & Rondón, L. M. (2024). glmtoolbox: Set of Tools to Data Analysis using Generalized Linear Models (Version 0.1.12) [Computer software]. https://doi.org/10.32614/CRAN.package.glmtoolbox

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 glmtoolbox version 0.1.12 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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